From f1a42b0b8a3366586f27453dcc6a86722192c526 Mon Sep 17 00:00:00 2001 From: Zach Lasiuk Date: Fri, 6 Dec 2024 10:58:37 -0600 Subject: [PATCH 01/25] updated next steps: --- .../partials/learning-paths/next-steps.html | 135 ++++++++++-------- 1 file changed, 77 insertions(+), 58 deletions(-) diff --git a/themes/arm-design-system-hugo-theme/layouts/partials/learning-paths/next-steps.html b/themes/arm-design-system-hugo-theme/layouts/partials/learning-paths/next-steps.html index 69f63fe9b6..4c0eaebe80 100644 --- a/themes/arm-design-system-hugo-theme/layouts/partials/learning-paths/next-steps.html +++ b/themes/arm-design-system-hugo-theme/layouts/partials/learning-paths/next-steps.html @@ -9,38 +9,63 @@ */}} - + + + +
+
+

Share your Learning Achievement!

+

Keep learning and sharing your achivement with the world.

+ +
+
+ +
+
+ + {{partial "general-formatting/feedback.html" (dict "context" .context "learningpath_or_toolinstall" "Learning Path") }} + + +

Continue Learning

-

{{.context.Params.next_step_guidance | markdownify}}

- {{ with .context.Site.GetPage .context.Params.recommended_path}} - - - Next Learning Path:   {{.Title}} - - - {{ end }}
-
-

Similar Learning Paths

-

Learn about related topics:

-
    - {{$related := (where (.context.Site.Pages.Related (index .learningpathfiles 0) ) "Params.learning_path_main_page" "yes") | first 2 }} - {{range $related}} -
  • {{.Title}}
  • - {{end}} -
-
- +
-

Further Reading

+

Read related resources

Find more information about the topics in this Learning Path:

    {{ range $index, $r := .context.Params.further_reading }} @@ -63,44 +88,38 @@

    Further Reading

+ + +
+

Talk with Arm Experts

+

Join the Arm Developer Program to share ideas, ask questions, and interact with fellow peers — all with the support of Arm’s own subject-matter experts.

+ Join now +
+ +
-

Explore Tags

-

Find additional Learning Paths using tags:

- - - - - {{ (index .learningpathfiles 0).Params.subjects }} - - {{ if (index .learningpathfiles 0).Params.cloud_service_providers }} - - - - {{ (index .learningpathfiles 0).Params.cloud_service_providers }} - - {{end}} - {{ range (index .learningpathfiles 0).Params.armips }} - - - - {{ replace . "_" " " }} - - {{ end }} - {{ range (index .learningpathfiles 0).Params.operatingsystems }} - - - - {{ . }} - - {{ end }} - {{ range (index .learningpathfiles 0).Params.tools_software_languages }} - - - - {{.}} - - {{ end }} - +

Stay up to Date

+

Sign up for the Arm {{(index .learningpathfiles 0).Parent.Title}} newsletter today!

+ +
+ name@email.com +
+
+ Enter Country/Region +
+ + + Subscribe +
From 8280f2f47d16633f11d1513184f01f1aba252a37 Mon Sep 17 00:00:00 2001 From: Zach Lasiuk Date: Mon, 9 Dec 2024 11:38:00 -0600 Subject: [PATCH 02/25] nearly finalized next-step page --- .../partials/learning-paths/next-steps.html | 92 +++++++++++++++++-- .../square-bluesky-brands-solid.svg | 5 + .../square-x-twitter-brands-solid.svg | 5 + 3 files changed, 94 insertions(+), 8 deletions(-) create mode 100644 themes/arm-design-system-hugo-theme/static/img/social-share/square-bluesky-brands-solid.svg create mode 100644 themes/arm-design-system-hugo-theme/static/img/social-share/square-x-twitter-brands-solid.svg diff --git a/themes/arm-design-system-hugo-theme/layouts/partials/learning-paths/next-steps.html b/themes/arm-design-system-hugo-theme/layouts/partials/learning-paths/next-steps.html index 4c0eaebe80..5980e6abcc 100644 --- a/themes/arm-design-system-hugo-theme/layouts/partials/learning-paths/next-steps.html +++ b/themes/arm-design-system-hugo-theme/layouts/partials/learning-paths/next-steps.html @@ -18,9 +18,8 @@ } .social-icons a { color: var(--arm-light-blue); - font-size: 30px; + font-size: 36px; text-decoration: none; - transition: color 0.2s ease; } .social-icons a:hover { color: var(--arm-green); @@ -30,22 +29,94 @@ + + +

Share your Learning Achievement!

Keep learning and sharing your achivement with the world.

+ +

@@ -93,7 +164,12 @@

Read related resources

Talk with Arm Experts

Join the Arm Developer Program to share ideas, ask questions, and interact with fellow peers — all with the support of Arm’s own subject-matter experts.

- Join now + Join now +
diff --git a/themes/arm-design-system-hugo-theme/static/img/social-share/square-bluesky-brands-solid.svg b/themes/arm-design-system-hugo-theme/static/img/social-share/square-bluesky-brands-solid.svg new file mode 100644 index 0000000000..659b8d25c9 --- /dev/null +++ b/themes/arm-design-system-hugo-theme/static/img/social-share/square-bluesky-brands-solid.svg @@ -0,0 +1,5 @@ + + + + + diff --git a/themes/arm-design-system-hugo-theme/static/img/social-share/square-x-twitter-brands-solid.svg b/themes/arm-design-system-hugo-theme/static/img/social-share/square-x-twitter-brands-solid.svg new file mode 100644 index 0000000000..8112a05937 --- /dev/null +++ b/themes/arm-design-system-hugo-theme/static/img/social-share/square-x-twitter-brands-solid.svg @@ -0,0 +1,5 @@ + + + + + \ No newline at end of file From 579749602f7da68a4d9df87c3eb8941fc724bb5d Mon Sep 17 00:00:00 2001 From: Zach Lasiuk Date: Fri, 13 Dec 2024 09:29:24 -0600 Subject: [PATCH 03/25] updated header for staging run --- .../layouts/partials/head/head.html | 4 ++-- .../layouts/partials/header/nav-masthead.html | 4 ++-- 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/themes/arm-design-system-hugo-theme/layouts/partials/head/head.html b/themes/arm-design-system-hugo-theme/layouts/partials/head/head.html index e84dbee759..b1f12e5ba3 100644 --- a/themes/arm-design-system-hugo-theme/layouts/partials/head/head.html +++ b/themes/arm-design-system-hugo-theme/layouts/partials/head/head.html @@ -38,8 +38,8 @@ - - + + diff --git a/themes/arm-design-system-hugo-theme/layouts/partials/header/nav-masthead.html b/themes/arm-design-system-hugo-theme/layouts/partials/header/nav-masthead.html index 746be87497..82a5656d9c 100644 --- a/themes/arm-design-system-hugo-theme/layouts/partials/header/nav-masthead.html +++ b/themes/arm-design-system-hugo-theme/layouts/partials/header/nav-masthead.html @@ -8,7 +8,7 @@ {{ if .IsHome }}
@@ -20,7 +20,7 @@
diff --git a/themes/arm-design-system-hugo-theme/layouts/partials/server-side-processing/event-date-formatter.html b/themes/arm-design-system-hugo-theme/layouts/partials/server-side-processing/event-date-formatter.html new file mode 100644 index 0000000000..b92141c6f6 --- /dev/null +++ b/themes/arm-design-system-hugo-theme/layouts/partials/server-side-processing/event-date-formatter.html @@ -0,0 +1,27 @@ + +{{/* Hugo function to format event dates cleanly. Called from next steps pages. */}} + + + {{- $startDate := .startDate -}} + {{- $endDate := .endDate -}} + + {{- $startYear := dateFormat "2006" $startDate -}} + {{- $endYear := dateFormat "2006" $endDate -}} + {{- $startMonth := dateFormat "Jan" $startDate -}} + {{- $endMonth := dateFormat "Jan" $endDate -}} + {{- $startDay := dateFormat "2" $startDate -}} + {{- $endDay := dateFormat "2" $endDate -}} + + {{- $startFormatted := printf "%s %s" $startMonth $startDay -}} + {{- $endFormatted := printf "%s %s" $endMonth $endDay -}} + + {{- if ne $startYear $endYear -}} + {{- $startFormatted = printf "%s, %s" $startFormatted $startYear -}} + {{- $endFormatted = printf "%s, %s" $endFormatted $endYear -}} + {{- else if ne $startMonth $endMonth -}} + {{- $endFormatted = printf "%s %s, %s" $endMonth $endDay $endYear -}} + {{- else -}} + {{- $endFormatted = printf "%s %s, %s" $endMonth $endDay $endYear -}} + {{- end -}} + + {{- printf "%s - %s" $startFormatted $endFormatted -}} From 01b982740da870c01d076a50057f3fed5e5936b1 Mon Sep 17 00:00:00 2001 From: Zach Lasiuk Date: Wed, 18 Dec 2024 14:31:58 -0600 Subject: [PATCH 05/25] finalized next steps page pre-event review --- assets/css/content-pages.css | 37 ++++++++++++++ .../partials/learning-paths/next-steps.html | 51 +++++++++++-------- .../social-share/all-square-social-icons.svg | 29 +++++++++++ .../square-bluesky-brands-solid.svg | 5 -- .../square-x-twitter-brands-solid.svg | 5 -- 5 files changed, 95 insertions(+), 32 deletions(-) create mode 100644 themes/arm-design-system-hugo-theme/static/img/social-share/all-square-social-icons.svg delete mode 100644 themes/arm-design-system-hugo-theme/static/img/social-share/square-bluesky-brands-solid.svg delete mode 100644 themes/arm-design-system-hugo-theme/static/img/social-share/square-x-twitter-brands-solid.svg diff --git a/assets/css/content-pages.css b/assets/css/content-pages.css index 0ec7721fd0..908cd362dc 100644 --- a/assets/css/content-pages.css +++ b/assets/css/content-pages.css @@ -232,3 +232,40 @@ html[theme='dark'] .incorrect-explain {color: #e86868} /* 27% lighter than arm's margin-top: 0px; margin-bottom: 4px; } + + + +.social-icons { + display: flex; + gap: 15px; + align-items: center; +} +.social-icons a { + color: var(--arm-light-blue); + font-size: 36px; + text-decoration: none; +} +.social-icons a:hover { + color: var(--arm-green); +} + +.share-icon { + width: 36px; + height: 36px; + fill: var(--arm-light-blue); + text-decoration: none; +} +.share-icon:hover { + fill: var(--arm-green); + cursor: pointer; + } +#link-copied-success { + color: var(--arm-green); + background-color: var(--arm-black); + border-radius: 10px; + padding-left:8px; + padding-top: 4px; + padding-bottom: 6px; + padding-right: 16px; + font-size: 16px; +} \ No newline at end of file diff --git a/themes/arm-design-system-hugo-theme/layouts/partials/learning-paths/next-steps.html b/themes/arm-design-system-hugo-theme/layouts/partials/learning-paths/next-steps.html index b1f480a075..653edb0453 100644 --- a/themes/arm-design-system-hugo-theme/layouts/partials/learning-paths/next-steps.html +++ b/themes/arm-design-system-hugo-theme/layouts/partials/learning-paths/next-steps.html @@ -26,12 +26,6 @@ color: var(--arm-green); } - - - - - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/themes/arm-design-system-hugo-theme/static/img/main-topic-backgrounds/automotive.svg b/themes/arm-design-system-hugo-theme/static/img/main-topic-backgrounds/automotive.svg new file mode 100644 index 0000000000..c126ff92c1 --- /dev/null +++ b/themes/arm-design-system-hugo-theme/static/img/main-topic-backgrounds/automotive.svg @@ -0,0 +1,194 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/themes/arm-design-system-hugo-theme/static/img/main-topic-backgrounds/embedded-systems.svg b/themes/arm-design-system-hugo-theme/static/img/main-topic-backgrounds/embedded-and-microcontrollers.svg similarity index 100% rename from themes/arm-design-system-hugo-theme/static/img/main-topic-backgrounds/embedded-systems.svg rename to themes/arm-design-system-hugo-theme/static/img/main-topic-backgrounds/embedded-and-microcontrollers.svg diff --git a/themes/arm-design-system-hugo-theme/static/img/main-topic-backgrounds/iot.svg b/themes/arm-design-system-hugo-theme/static/img/main-topic-backgrounds/iot.svg new file mode 100644 index 0000000000..41077edfb4 --- /dev/null +++ b/themes/arm-design-system-hugo-theme/static/img/main-topic-backgrounds/iot.svg @@ -0,0 +1,194 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/themes/arm-design-system-hugo-theme/static/img/main-topic-backgrounds/smartphones-and-mobile.svg b/themes/arm-design-system-hugo-theme/static/img/main-topic-backgrounds/mobile-graphics-and-gaming.svg similarity index 100% rename from themes/arm-design-system-hugo-theme/static/img/main-topic-backgrounds/smartphones-and-mobile.svg rename to themes/arm-design-system-hugo-theme/static/img/main-topic-backgrounds/mobile-graphics-and-gaming.svg diff --git a/tools/closed-filters-allow-list.yml b/tools/closed-filters-allow-list.yml index 51c34b275b..8143c8a49b 100644 --- a/tools/closed-filters-allow-list.yml +++ b/tools/closed-filters-allow-list.yml @@ -33,28 +33,37 @@ subjects: laptops-and-desktops: - Migration to Arm - CI-CD + - ML - Performance and Architecture - Containers and Virtualization - smartphones-and-mobile: + mobile-graphics-and-gaming: - Gaming - AR-VR - Graphics - ML - CI-CD - Performance and Architecture - embedded-systems: + iot: - ML - CI-CD - Performance and Architecture - Containers and Virtualization - - Automotive - - Storage + - Security + - Libraries + - Virtual Hardware - Embedded Linux - microcontrollers: + embedded-and-microcontrollers: - ML - CI-CD - Performance and Architecture + - Containers and Virtualization - Security - RTOS Fundamentals - Libraries - Virtual Hardware + - Embedded Linux + automotive: + - ML + - CI-CD + - Performance and Architecture + - Containers and Virtualization diff --git a/tools/output.txt b/tools/output.txt new file mode 100644 index 0000000000..7bddfbfa37 --- /dev/null +++ b/tools/output.txt @@ -0,0 +1,1440 @@ + + +================================================== +Subjects + servers-and-cloud-computing + Allowed + 4: CI-CD + 42: Performance and Architecture + 15: Databases + 27: Containers and Virtualization + 8: Libraries + 14: ML + 10: Web + 1: Storage + Not Allowed + Unused + + laptops-and-desktops + Allowed + 26: Migration to Arm + 21: Performance and Architecture + 3: CI-CD + 5: Containers and Virtualization + 1: ML + Not Allowed + Unused + + mobile-graphics-and-gaming + Allowed + 24: Performance and Architecture + 6: Gaming + 4: Graphics + 8: ML + Not Allowed + Unused + AR-VR + CI-CD + + iot + Allowed + 2: Embedded Linux + 4: CI-CD + 1: ML + 2: Containers and Virtualization + Not Allowed + Unused + Performance and Architecture + Security + Libraries + Virtual Hardware + + embedded-and-microcontrollers + Allowed + 23: Performance and Architecture + 2: Security + 11: ML + 7: Containers and Virtualization + 3: Libraries + 4: RTOS Fundamentals + 4: CI-CD + 3: Embedded Linux + 2: Virtual Hardware + Not Allowed + Unused + + automotive + Allowed + 1: Containers and Virtualization + Not Allowed + Unused + ML + CI-CD + Performance and Architecture + +================================================== + + + + +================================================== +Operating Systems + servers-and-cloud-computing + Allowed + 116: Linux + 12: Windows + 7: macOS + 2: Android + 1: Baremetal + Not Allowed + Unused + ChromeOS + iOS + RTOS + other + + laptops-and-desktops + Allowed + 36: Windows + 26: Linux + 1: ChromeOS + 2: Android + 5: macOS + 1: Baremetal + Not Allowed + Unused + iOS + RTOS + other + + mobile-graphics-and-gaming + Allowed + 25: Android + 20: Linux + 8: Windows + 8: macOS + Not Allowed + Unused + ChromeOS + iOS + RTOS + Baremetal + other + + iot + Allowed + 6: Linux + 3: Baremetal + 1: RTOS + 1: Windows + 1: macOS + Not Allowed + Unused + ChromeOS + iOS + Android + other + + embedded-and-microcontrollers + Allowed + 32: Baremetal + 9: RTOS + 24: Linux + 3: Windows + 5: macOS + 1: Android + Not Allowed + Unused + ChromeOS + iOS + other + + automotive + Allowed + 1: Linux + Not Allowed + Unused + Windows + macOS + ChromeOS + iOS + Android + RTOS + Baremetal + other + +================================================== + + + + +================================================== +Cloud Service Providers + servers-and-cloud-computing + Allowed + 14: AWS + 8: Google Cloud + 8: Microsoft Azure + 2: Oracle + Not Allowed + AWS, Google Cloud 1 + Run a .NET Aspire application on Arm-based VMs on AWS and GCP + Unused + +================================================== + + + + +================================================== +Tools Software Languages per Category + servers-and-cloud-computing + .NET - 2 + Deploy a .NET application on Microsoft Azure Cobalt 100 VMs + Run a .NET Aspire application on Arm-based VMs on AWS and GCP + .NET SDK - 1 + Deploy .NET applications to Arm Virtual Machines and Container Registry in Microsoft Azure + 5G - 1 + Get started with the Arm 5G RAN Acceleration Library (ArmRAL) + ACL - 1 + Optimize MLOps with Arm-hosted GitHub Runners + Android Studio - 1 + Create and train a PyTorch model for digit classification using the MNIST dataset + Ansible - 2 + Deploy MariaDB on Arm servers + Deploy Redis as a cache for MySQL and PostgreSQL on Arm servers + Arm Development Studio - 4 + Debug Neoverse N2 Reference Design with Arm Development Studio + Get started with the Neoverse Reference Design software stack + Get started with Realm Management Extension (RME) + Get started with the Scalable Matrix Extension (SME) + armclang - 1 + Port Code to Arm Scalable Vector Extension (SVE) + armie - 1 + Port Code to Arm Scalable Vector Extension (SVE) + ArmRAL - 1 + Get started with the Arm 5G RAN Acceleration Library (ArmRAL) + ASP.NET Core - 2 + Deploy a containerized application using Azure Container Instances + Deploy an application to Azure Kubernetes Service + Assembly - 4 + Learn about Neoverse Non-cache PMU events using C and Assembly Language + Learn about Neoverse Cache PMU Events using C and Assembly Language + Learn about the impact of stack buffer overflows + How to use the Arm Performance Monitoring Unit and System Counter + assembly - 1 + Learn about LLVM Machine Code Analyzer + AWS CodeBuild - 1 + Build and share Docker images using AWS CodeBuild + AWS EC2 - 2 + Optimize the performance of Snort 3 using multithreading + Managed, self-hosted Arm runners for GitHub Actions + AWS Elastic Container Service (ECS) - 1 + Deploy containers on Amazon ECS with AWS Graviton processors + AWS Elastic Kubernetes Service (EKS) - 3 + Learn how to perform Twitter (X) sentiment analysis on Arm-based EKS clusters + Learn how to build and deploy a multi-architecture application on Amazon EKS + Deploy WordPress with MySQL on Elastic Kubernetes Service (EKS) + Bash - 1 + Optimize the performance of Snort 3 using multithreading + Bastion - 3 + Deploy Arm virtual machines on Microsoft Azure with Terraform + Deploy Arm Instances on AWS using Terraform + Deploy Arm virtual machines on Google Cloud Platform (GCP) using Terraform + BOLT - 1 + Learn how to optimize an application with BOLT + bpftool - 1 + Run Process watch on your Arm machine + C - 4 + Learn about Neoverse Non-cache PMU events using C and Assembly Language + Learn about Neoverse Cache PMU Events using C and Assembly Language + Implement Code level Performance Analysis using the PMUv3 plugin + Learn about the impact of stack buffer overflows + C# - 2 + Deploy .NET applications to Arm Virtual Machines and Container Registry in Microsoft Azure + Run a .NET Aspire application on Arm-based VMs on AWS and GCP + C++ - 3 + Implement Code level Performance Analysis using the PMUv3 plugin + Accelerate Generative AI workloads using KleidiAI + Develop a native C++ library on an Arm-based machine + C/C++ - 2 + Run Process watch on your Arm machine + Learn about function multiversioning + Capstone - 1 + Run Process watch on your Arm machine + CCA - 5 + Run an application in a Realm using the Arm Confidential Compute Architecture (CCA) + Run an end-to-end Attestation Flow with Arm CCA + Learn how to create a virtual machine in a Realm using Arm Confidential Compute Architecture (CCA) + Get Started with CCA Attestation and Veraison + Get started with Realm Management Extension (RME) + Clair - 1 + Use Clair to scan container images and generate vulnerability reports + Clang - 10 + Learn about the impact of stack buffer overflows + Understand the `restrict` keyword in C99 + Learn about Autovectorization + Introduction to SIMD.info + Optimize SIMD code with vectorization-friendly data layout + Memory latency for application software developers + Learn about Integer and floating-point conversions + Learn how to write SIMD code on Arm using Rust + Use the Eigen Linear Algebra Library on Arm + Develop a native C++ library on an Arm-based machine + ClickBench - 1 + Measure performance of ClickHouse on Arm servers + ClickHouse - 1 + Measure performance of ClickHouse on Arm servers + CloudFormation - 1 + Managed, self-hosted Arm runners for GitHub Actions + CMake - 1 + Develop a native C++ library on an Arm-based machine + Coding - 18 + Learn how to deploy AWS Lambda functions + Get started with parallel application development + Understand Arm Pointer Authentication + Port Code to Arm Scalable Vector Extension (SVE) + Migrating applications to Arm servers + Understand the `restrict` keyword in C99 + Learn about Autovectorization + Accelerate Generative AI workloads using KleidiAI + Introduction to SIMD.info + Optimize SIMD code with vectorization-friendly data layout + Memory latency for application software developers + Create and train a PyTorch model for digit classification using the MNIST dataset + Get started with Realm Management Extension (RME) + Get started with the Scalable Matrix Extension (SME) + Porting architecture specific intrinsics + Learn about Integer and floating-point conversions + Learn how to write SIMD code on Arm using Rust + Use the Eigen Linear Algebra Library on Arm + Django - 1 + Learn how to deploy a Django application + Docker - 16 + Build and share Docker images using AWS CodeBuild + Run an application in a Realm using the Arm Confidential Compute Architecture (CCA) + Run an end-to-end Attestation Flow with Arm CCA + Deploy a containerized application using Azure Container Instances + Access running containers using Supervisor, SSH, and Remote.It + Use Infrastructure as Code and Pulumi to provision Azure resources + Deploy an application to Azure Kubernetes Service + How to use AWS Graviton processors on AWS Fargate with Copilot + Deploy MariaDB on Arm servers + Use Clair to scan container images and generate vulnerability reports + Deploy a .NET application on Microsoft Azure Cobalt 100 VMs + Get started with the Neoverse Reference Design software stack + Learn how to use Docker + Build a CI/CD pipeline with GitLab on Google Axion + Build multi-architecture container images with Docker Build Cloud + Build multi-architecture container images with GitHub Arm-hosted runners + Envoy - 2 + Learn how to tune Envoy + Learn how to deploy Envoy + Flink - 1 + Benchmark the performance of Flink on Arm servers + Fortran - 1 + Get started with parallel application development + FVP - 4 + Run an application in a Realm using the Arm Confidential Compute Architecture (CCA) + Run an end-to-end Attestation Flow with Arm CCA + Learn how to create a virtual machine in a Realm using Arm Confidential Compute Architecture (CCA) + Get started with the Neoverse Reference Design software stack + GCC - 20 + Run an application in a Realm using the Arm Confidential Compute Architecture (CCA) + Run an end-to-end Attestation Flow with Arm CCA + Optimize the performance of Snort 3 using multithreading + Increase application performance with libhugetlbfs + Get started with parallel application development + Learn how to create a virtual machine in a Realm using Arm Confidential Compute Architecture (CCA) + Learn about Large System Extensions (LSE) + Get started with the Arm 5G RAN Acceleration Library (ArmRAL) + Analyze the performance of MongoDB on Arm servers + Port Code to Arm Scalable Vector Extension (SVE) + How to use the Arm Performance Monitoring Unit and System Counter + Understand the `restrict` keyword in C99 + Learn about Autovectorization + Introduction to SIMD.info + Optimize SIMD code with vectorization-friendly data layout + Memory latency for application software developers + Learn about Integer and floating-point conversions + Learn how to write SIMD code on Arm using Rust + Use the Eigen Linear Algebra Library on Arm + Develop a native C++ library on an Arm-based machine + gdb - 1 + Get started with parallel application development + Geekbench - 1 + Get started with Geekbench on Arm + GenAI - 7 + Deploy a Large Language Model (LLM) chatbot with llama.cpp using KleidiAI on Arm servers + Build and Run a Virtual Large Language Model (vLLM) on Arm Servers + Run an LLM chatbot with rtp-llm on Arm-based servers + RAG example + Build a RAG application using Zilliz Cloud on Arm servers + Run a Large Language Model (LLM) chatbot with PyTorch using KleidiAI on Arm servers + Accelerate Generative AI workloads using KleidiAI + GitHub - 3 + Managed, self-hosted Arm runners for GitHub Actions + Optimize MLOps with Arm-hosted GitHub Runners + Build multi-architecture container images with GitHub Arm-hosted runners + GitLab - 1 + Build a CI/CD pipeline with GitLab on Google Axion + Glibc - 1 + Learn about glibc with Large System Extensions (LSE) for performance improvement + Go - 2 + Use Clair to scan container images and generate vulnerability reports + Migrating applications to Arm servers + Google Axion - 1 + Run Java applications on Google Axion processors + GoogleTest - 1 + Develop a native C++ library on an Arm-based machine + HammerDB - 1 + Learn how to Tune PostgreSQL + InnoDB - 1 + Learn how to Tune MySQL + Intrinsics - 1 + Porting architecture specific intrinsics + Java - 3 + Benchmark the performance of Flink on Arm servers + Tune the Performance of the Java Garbage Collector + Run Java applications on Google Axion processors + JAX - 1 + Use Keras Core with TensorFlow, PyTorch, and JAX backends + Kafka - 1 + Deploy a Kafka Cluster on Arm + Keras - 1 + Use Keras Core with TensorFlow, PyTorch, and JAX backends + Kubernetes - 11 + Learn how to perform Twitter (X) sentiment analysis on Arm-based EKS clusters + Deploy an application to Azure Kubernetes Service + Learn how to build and deploy a multi-architecture application on Amazon EKS + Create an Arm-based Kubernetes cluster on Microsoft Azure Kubernetes Service + Learn how to migrate an x86 application to multi-architecture with Arm-based on Google Axion Processor on GKE + Create an Arm-based Kubernetes cluster on Google Cloud Platform (GCP) + Deploy WordPress with MySQL on Elastic Kubernetes Service (EKS) + Deploy a .NET application on Microsoft Azure Cobalt 100 VMs + Migrate containers to Arm using KubeArchInspect + Kubernetes Arm quicktool aaaa + Build a CI/CD pipeline with GitLab on Google Axion + Lambda - 1 + Learn how to deploy AWS Lambda functions + libbpf - 1 + Run Process watch on your Arm machine + Linaro Forge - 1 + Get started with parallel application development + LLM - 5 + Deploy a Large Language Model (LLM) chatbot with llama.cpp using KleidiAI on Arm servers + Build and Run a Virtual Large Language Model (vLLM) on Arm Servers + Run an LLM chatbot with rtp-llm on Arm-based servers + RAG example + Run a Large Language Model (LLM) chatbot with PyTorch using KleidiAI on Arm servers + llvm-mca - 1 + Learn about LLVM Machine Code Analyzer + LSE - 1 + Learn about glibc with Large System Extensions (LSE) for performance improvement + MariaDB - 1 + Deploy MariaDB on Arm servers + Memcached - 2 + Run memcached on Arm servers and measure its performance + Deploy Memcached as a cache for MySQL and PostgreSQL on Arm based servers + MongoDB - 2 + Learn about glibc with Large System Extensions (LSE) for performance improvement + Analyze the performance of MongoDB on Arm servers + mpi - 1 + Get started with parallel application development + MySQL - 9 + Learn how to Tune MySQL + Increase application performance with libhugetlbfs + Deploy MySQL and WordPress on an always free tier Arm shape + Deploy Redis as a cache for MySQL and PostgreSQL on Arm servers + Benchmarking MySQL with Sysbench + Create an Arm-based Kubernetes cluster on Microsoft Azure Kubernetes Service + Deploy WordPress with MySQL on Elastic Kubernetes Service (EKS) + Learn how to deploy MySQL + Deploy Memcached as a cache for MySQL and PostgreSQL on Arm based servers + Neon - 3 + Port Code to Arm Scalable Vector Extension (SVE) + Migrating applications to Arm servers + Porting architecture specific intrinsics + NEON - 1 + Accelerate Generative AI workloads using KleidiAI + Nexmark - 1 + Benchmark the performance of Flink on Arm servers + Nginx - 3 + Learn how to deploy Nginx + Learn how to deploy a Django application + Learn how to tune Nginx + Node.js - 3 + Deploy a static website to Amazon S3 and integrate with AWS Lambda and DynamoDB using the Serverless Framework + Deploy AWS services using the Serverless Framework + Deploy and integrate AWS Lambda with DynamoDB using the Serverless Framework + PAPI - 1 + How to use the Arm Performance Monitoring Unit and System Counter + perf - 4 + Learn the Arm Neoverse N1 performance analysis methodology + Learn how to optimize an application with BOLT + How to use the Arm Performance Monitoring Unit and System Counter + Sample Instructions with WindowsPerf and Arm SPE + PostgreSQL - 4 + Learn how to deploy PostgreSQL + Deploy Memcached as a cache for MySQL and PostgreSQL on Arm based servers + Learn how to Tune PostgreSQL + Learn how to deploy a Django application + Python - 15 + Run a Natural Language Processing (NLP) model from Hugging Face on Arm servers + Deploy a Large Language Model (LLM) chatbot with llama.cpp using KleidiAI on Arm servers + Get ready for performance analysis with Sysreport + Optimize MLOps with Arm-hosted GitHub Runners + Build and Run a Virtual Large Language Model (vLLM) on Arm Servers + Accelerate Natural Language Processing (NLP) models from Hugging Face on Arm servers + Implement Code level Performance Analysis using the PMUv3 plugin + Run an LLM chatbot with rtp-llm on Arm-based servers + Use Keras Core with TensorFlow, PyTorch, and JAX backends + RAG example + Learn how to deploy a Django application + Build a RAG application using Zilliz Cloud on Arm servers + Run a Large Language Model (LLM) chatbot with PyTorch using KleidiAI on Arm servers + Run Text Classification with ThirdAI on Arm servers + Sample Instructions with WindowsPerf and Arm SPE + PyTorch - 5 + Run a Natural Language Processing (NLP) model from Hugging Face on Arm servers + Optimize MLOps with Arm-hosted GitHub Runners + Accelerate Natural Language Processing (NLP) models from Hugging Face on Arm servers + Use Keras Core with TensorFlow, PyTorch, and JAX backends + Run a Large Language Model (LLM) chatbot with PyTorch using KleidiAI on Arm servers + RAG - 1 + Build a RAG application using Zilliz Cloud on Arm servers + Redis - 3 + Deploy Redis on Arm + Deploy Redis as a cache for MySQL and PostgreSQL on Arm servers + Learn how to tune Redis + Remote.It - 2 + Access running containers using Supervisor, SSH, and Remote.It + Access remote devices with Remote.It + RME - 4 + Run an application in a Realm using the Arm Confidential Compute Architecture (CCA) + Run an end-to-end Attestation Flow with Arm CCA + Learn how to create a virtual machine in a Realm using Arm Confidential Compute Architecture (CCA) + Get started with Realm Management Extension (RME) + Rust - 2 + Introduction to SIMD.info + Learn how to write SIMD code on Arm using Rust + snappy - 1 + Measure performance of compression libraries on Arm servers + Snort3 - 1 + Optimize the performance of Snort 3 using multithreading + SQL - 7 + Learn how to Tune MySQL + Learn how to deploy PostgreSQL + Deploy Redis as a cache for MySQL and PostgreSQL on Arm servers + Deploy WordPress with MySQL on Elastic Kubernetes Service (EKS) + Learn how to deploy MySQL + Deploy Memcached as a cache for MySQL and PostgreSQL on Arm based servers + Learn how to Tune PostgreSQL + Streamline CLI - 1 + Profiling for Neoverse with Streamline CLI Tools + Supervisor - 1 + Access running containers using Supervisor, SSH, and Remote.It + SVE - 3 + Port Code to Arm Scalable Vector Extension (SVE) + Migrating applications to Arm servers + Porting architecture specific intrinsics + SVE2 - 1 + Understand the `restrict` keyword in C99 + Sysbench - 1 + Benchmarking MySQL with Sysbench + Telemetry - 1 + Learn the Arm Neoverse N1 performance analysis methodology + TensorFlow - 2 + Measure Machine Learning Inference Performance on Arm servers + Use Keras Core with TensorFlow, PyTorch, and JAX backends + Terraform - 11 + Learn how to deploy AWS Lambda functions + Deploy Arm virtual machines on Microsoft Azure with Terraform + Deploy MariaDB on Arm servers + Deploy Arm Instances on AWS using Terraform + Deploy Arm Instances on Oracle Cloud Infrastructure (OCI) using Terraform + Deploy Redis as a cache for MySQL and PostgreSQL on Arm servers + Deploy containers on Amazon ECS with AWS Graviton processors + Deploy Arm virtual machines on Google Cloud Platform (GCP) using Terraform + Create an Arm-based Kubernetes cluster on Microsoft Azure Kubernetes Service + Create an Arm-based Kubernetes cluster on Google Cloud Platform (GCP) + Learn how to deploy Spark on AWS Graviton2 + ThirdAI - 1 + Run Text Classification with ThirdAI on Arm servers + Trusted Firmware - 1 + Get started with Realm Management Extension (RME) + TypeScript - 1 + Use Infrastructure as Code and Pulumi to provision Azure resources + Vectorscan - 1 + Install Vectorscan (Hyperscan on Arm) and use it with Snort 3 + Veraison - 1 + Run an end-to-end Attestation Flow with Arm CCA + Visual Studio Code - 4 + Deploy a static website to Amazon S3 and integrate with AWS Lambda and DynamoDB using the Serverless Framework + Deploy AWS services using the Serverless Framework + Run a .NET Aspire application on Arm-based VMs on AWS and GCP + Deploy and integrate AWS Lambda with DynamoDB using the Serverless Framework + vLLM - 1 + Build and Run a Virtual Large Language Model (vLLM) on Arm Servers + VS Code - 1 + Create and train a PyTorch model for digit classification using the MNIST dataset + vvenc - 1 + Run vvenc (H.266 encoder) on Arm servers + WindowsPerf - 1 + Sample Instructions with WindowsPerf and Arm SPE + WordPress - 3 + Deploy MySQL and WordPress on an always free tier Arm shape + Create an Arm-based Kubernetes cluster on Microsoft Azure Kubernetes Service + Deploy WordPress with MySQL on Elastic Kubernetes Service (EKS) + x265 - 1 + Run x265 (H.265 codec) on Arm servers + zlib - 1 + Learn how to build and use Cloudflare zlib on Arm servers + Zookeeper - 1 + Deploy a Kafka Cluster on Arm + laptops-and-desktops + .NET - 12 + Benchmarking .NET 8 applications on Windows on Arm + Use Self-Hosted Arm64-based runners in GitHub Actions for CI/CD + Develop Windows applications with WinUI3 on Windows on Arm + Develop applications with Windows Presentation Foundation (WPF) on Windows on Arm + Develop desktop applications with Windows Forms on Windows on Arm + Use AWS Lambda for IoT applications running on Arm64 + Run ASP.NET Core Web Server on Arm64 + Develop cross-platform applications with Xamarin Forms on Windows on Arm + Use Amazon DynamoDB for your IoT applications running on Arm64 + Deploy GitHub Actions workflows using Windows Sandbox + Build a Windows on Arm native application with .NET + Build .NET MAUI Applications on Arm64 + Alacritty - 1 + Install Arch Linux with the i3 window manager on a Pinebook Pro + Android Studio - 1 + Create and train a PyTorch model for digit classification using the MNIST dataset + Arm Development Studio - 2 + Get started with Realm Management Extension (RME) + Get started with the Scalable Matrix Extension (SME) + Arm64EC - 1 + Use Arm64EC with Windows 11 on Arm + assembly - 1 + Learn about LLVM Machine Code Analyzer + C - 2 + Adding Memory Tagging to a Dynamic Memory Allocator + Write a Dynamic Memory Allocator + C# - 5 + Develop Windows applications with WinUI3 on Windows on Arm + Develop applications with Windows Presentation Foundation (WPF) on Windows on Arm + Develop desktop applications with Windows Forms on Windows on Arm + Develop cross-platform applications with Xamarin Forms on Windows on Arm + Build .NET MAUI Applications on Arm64 + C++ - 3 + Create OpenCV applications on Windows on Arm + Develop desktop applications with Chromium Embedded Framework on Windows on Arm + Develop a native C++ library on an Arm-based machine + C/C++ - 4 + Port Applications to Arm64 using Arm64EC + Build and run a native Windows on Arm Qt application + How to port the Win32 library to Arm64 + Learn about function multiversioning + CCA - 1 + Get started with Realm Management Extension (RME) + Clang - 10 + Create OpenCV applications on Windows on Arm + Understand the `restrict` keyword in C99 + Learn about Autovectorization + Introduction to SIMD.info + Optimize SIMD code with vectorization-friendly data layout + Memory latency for application software developers + Learn about Integer and floating-point conversions + Learn how to write SIMD code on Arm using Rust + Use the Eigen Linear Algebra Library on Arm + Develop a native C++ library on an Arm-based machine + CMake - 2 + Develop desktop applications with Chromium Embedded Framework on Windows on Arm + Develop a native C++ library on an Arm-based machine + Coding - 17 + Implement CI/CD with Windows on Arm host + Use Arm64EC with Windows 11 on Arm + Build a Windows on Arm native application with clang + Adding Memory Tagging to a Dynamic Memory Allocator + Understand the `restrict` keyword in C99 + Learn about Autovectorization + Introduction to SIMD.info + Optimize SIMD code with vectorization-friendly data layout + Write a Dynamic Memory Allocator + Memory latency for application software developers + Create and train a PyTorch model for digit classification using the MNIST dataset + Get started with Realm Management Extension (RME) + Get started with the Scalable Matrix Extension (SME) + Porting architecture specific intrinsics + Learn about Integer and floating-point conversions + Learn how to write SIMD code on Arm using Rust + Use the Eigen Linear Algebra Library on Arm + CSS - 1 + Develop desktop applications with Chromium Embedded Framework on Windows on Arm + Docker - 4 + Learn how to use Docker + Build a CI/CD pipeline with GitLab on Google Axion + Build multi-architecture container images with Docker Build Cloud + Build multi-architecture container images with GitHub Arm-hosted runners + GCC - 9 + Understand the `restrict` keyword in C99 + Learn about Autovectorization + Introduction to SIMD.info + Optimize SIMD code with vectorization-friendly data layout + Memory latency for application software developers + Learn about Integer and floating-point conversions + Learn how to write SIMD code on Arm using Rust + Use the Eigen Linear Algebra Library on Arm + Develop a native C++ library on an Arm-based machine + GitHub - 2 + Implement CI/CD with Windows on Arm host + Build multi-architecture container images with GitHub Arm-hosted runners + GitLab - 1 + Build a CI/CD pipeline with GitLab on Google Axion + GoogleTest - 1 + Develop a native C++ library on an Arm-based machine + HTML - 2 + Develop desktop applications with Chromium Embedded Framework on Windows on Arm + Develop cross-platform desktop applications with Electron on Windows on Arm + Hyper-V - 1 + Create Linux virtual machines with Hyper-V + i3 - 1 + Install Arch Linux with the i3 window manager on a Pinebook Pro + Intrinsics - 1 + Porting architecture specific intrinsics + JavaScript - 2 + Develop desktop applications with Chromium Embedded Framework on Windows on Arm + Develop cross-platform desktop applications with Electron on Windows on Arm + Kubernetes - 1 + Build a CI/CD pipeline with GitLab on Google Axion + Linux - 1 + Adding Memory Tagging to a Dynamic Memory Allocator + LLVM - 1 + Build a Windows on Arm native application with clang + llvm-mca - 1 + Learn about LLVM Machine Code Analyzer + MTE - 1 + Adding Memory Tagging to a Dynamic Memory Allocator + Neon - 1 + Porting architecture specific intrinsics + Neovim - 1 + Install Arch Linux with the i3 window manager on a Pinebook Pro + Node.js - 3 + Create IoT applications with Windows on Arm and AWS IoT Core + Use Amazon S3 for your IoT applications running Windows on Arm + Integrate AWS Lambda with DynamoDB for IoT applications running Windows on Arm + OpenCV - 1 + Create OpenCV applications on Windows on Arm + perf - 3 + Sampling CPython with WindowsPerf + Get started with the Windows Performance Analyzer (WPA) plugin for WindowsPerf + Sample Instructions with WindowsPerf and Arm SPE + Python - 3 + Build native Windows on Arm applications with Python + Sampling CPython with WindowsPerf + Sample Instructions with WindowsPerf and Arm SPE + Qt - 2 + Port Applications to Arm64 using Arm64EC + Build and run a native Windows on Arm Qt application + Remote.It - 1 + Access remote devices with Remote.It + RME - 1 + Get started with Realm Management Extension (RME) + Rust - 2 + Introduction to SIMD.info + Learn how to write SIMD code on Arm using Rust + SVE - 1 + Porting architecture specific intrinsics + SVE2 - 1 + Understand the `restrict` keyword in C99 + Trusted Firmware - 1 + Get started with Realm Management Extension (RME) + Visual Studio - 10 + Benchmarking .NET 8 applications on Windows on Arm + Create IoT applications with Windows on Arm and AWS IoT Core + Develop Windows applications with WinUI3 on Windows on Arm + Develop applications with Windows Presentation Foundation (WPF) on Windows on Arm + Create OpenCV applications on Windows on Arm + Use Arm64EC with Windows 11 on Arm + Develop cross-platform applications with Xamarin Forms on Windows on Arm + Deploy GitHub Actions workflows using Windows Sandbox + Build a Windows on Arm native application with .NET + Build .NET MAUI Applications on Arm64 + Visual Studio Code - 9 + Benchmarking .NET 8 applications on Windows on Arm + Use Self-Hosted Arm64-based runners in GitHub Actions for CI/CD + Build native Windows on Arm applications with Python + Use AWS Lambda for IoT applications running on Arm64 + Run ASP.NET Core Web Server on Arm64 + Use Amazon S3 for your IoT applications running Windows on Arm + Use Amazon DynamoDB for your IoT applications running on Arm64 + Develop cross-platform desktop applications with Electron on Windows on Arm + Integrate AWS Lambda with DynamoDB for IoT applications running Windows on Arm + VS Code - 3 + Get started with Windows Subsystem for Linux (WSL) on Arm + Build a Windows on Arm native application with clang + Create and train a PyTorch model for digit classification using the MNIST dataset + Windows Forms - 1 + Develop desktop applications with Windows Forms on Windows on Arm + Windows Performance Analyzer - 1 + Get started with the Windows Performance Analyzer (WPA) plugin for WindowsPerf + Windows Presentation Foundation - 1 + Develop applications with Windows Presentation Foundation (WPF) on Windows on Arm + Windows Sandbox - 1 + Deploy GitHub Actions workflows using Windows Sandbox + WindowsPerf - 4 + Get started with WindowsPerf + Sampling CPython with WindowsPerf + Get started with the Windows Performance Analyzer (WPA) plugin for WindowsPerf + Sample Instructions with WindowsPerf and Arm SPE + WinUI 3 - 1 + Develop Windows applications with WinUI3 on Windows on Arm + WSL - 1 + Get started with Windows Subsystem for Linux (WSL) on Arm + Xamarin Forms - 1 + Develop cross-platform applications with Xamarin Forms on Windows on Arm + mobile-graphics-and-gaming + 7-Zip - 1 + Install a Unity Game on a single board computer (Orange Pi 5) + adb - 1 + Query Arm GPU configuration information + Android - 3 + Build an Android chat application with ONNX Runtime API + Detect faces with OpenCV on Android Devices + Create Computer Vision Applications with OpenCV on Android Devices + Android NDK - 1 + LLM inference on Android with KleidiAI, MediaPipe, and XNNPACK + Android SDK - 1 + LLM inference on Android with KleidiAI, MediaPipe, and XNNPACK + Android Studio - 8 + Get started with Scalable Vector Extension 2 (SVE2) on Android + Get started with Neon Intrinsics on Android + Detect faces with OpenCV on Android Devices + Debug with MTE on Google Pixel 8 + Profile the Performance of AI and ML Mobile Applications on Arm + Create Computer Vision Applications with OpenCV on Android Devices + Build a Hands-Free Selfie Android Application with MediaPipe + Create and train a PyTorch model for digit classification using the MNIST dataset + Arm Development Studio - 1 + Get started with Realm Management Extension (RME) + Arm Mobile Studio - 1 + Get started with Arm Performance Studio for mobile + Arm Performance Studio - 2 + Install and Use Arm integration packages for Unity + Get started with Arm Performance Studio for mobile + assembly - 1 + Learn about LLVM Machine Code Analyzer + Bazel - 1 + LLM inference on Android with KleidiAI, MediaPipe, and XNNPACK + C# - 3 + Profiling Unity apps on Android + Get started with Unity on Android + Using Neon intrinsics to optimize Unity on Android + C++ - 5 + Build and profile a simple WebGPU Android Application + Build an Android chat application with ONNX Runtime API + Build an Android chat app with Llama, KleidiAI, ExecuTorch, and XNNPACK + Accelerate Generative AI workloads using KleidiAI + Develop a native C++ library on an Arm-based machine + C/C++ - 1 + Learn about function multiversioning + CCA - 1 + Get started with Realm Management Extension (RME) + Clang - 9 + Understand the `restrict` keyword in C99 + Learn about Autovectorization + Introduction to SIMD.info + Optimize SIMD code with vectorization-friendly data layout + Memory latency for application software developers + Learn about Integer and floating-point conversions + Learn how to write SIMD code on Arm using Rust + Use the Eigen Linear Algebra Library on Arm + Develop a native C++ library on an Arm-based machine + CMake - 1 + Develop a native C++ library on an Arm-based machine + Coding - 16 + Get started with Arm Performance Studio for mobile + Get started with Scalable Vector Extension 2 (SVE2) on Android + Get started with Neon Intrinsics on Android + Learn about Ray Tracing with Vulkan on Android + Learn about Arm Fixed Rate Compression (AFRC) + Understand the `restrict` keyword in C99 + Learn about Autovectorization + Accelerate Generative AI workloads using KleidiAI + Introduction to SIMD.info + Optimize SIMD code with vectorization-friendly data layout + Memory latency for application software developers + Create and train a PyTorch model for digit classification using the MNIST dataset + Get started with Realm Management Extension (RME) + Learn about Integer and floating-point conversions + Learn how to write SIMD code on Arm using Rust + Use the Eigen Linear Algebra Library on Arm + Fixed Virtual Platform - 1 + Get started with Arm Total Compute + Frame Advisor - 1 + Analyze a frame with Frame Advisor + GCC - 10 + Get started with Arm Total Compute + Understand the `restrict` keyword in C99 + Learn about Autovectorization + Introduction to SIMD.info + Optimize SIMD code with vectorization-friendly data layout + Memory latency for application software developers + Learn about Integer and floating-point conversions + Learn how to write SIMD code on Arm using Rust + Use the Eigen Linear Algebra Library on Arm + Develop a native C++ library on an Arm-based machine + GenAI - 1 + Accelerate Generative AI workloads using KleidiAI + GoogleTest - 1 + Develop a native C++ library on an Arm-based machine + Java - 4 + Build and profile a simple WebGPU Android Application + LLM inference on Android with KleidiAI, MediaPipe, and XNNPACK + Build an Android chat app with Llama, KleidiAI, ExecuTorch, and XNNPACK + Create Computer Vision Applications with OpenCV on Android Devices + Kotlin - 5 + Build and profile a simple WebGPU Android Application + Build an Android chat application with ONNX Runtime API + Detect faces with OpenCV on Android Devices + Create Computer Vision Applications with OpenCV on Android Devices + Build a Hands-Free Selfie Android Application with MediaPipe + LiteRT - 1 + Profile the Performance of AI and ML Mobile Applications on Arm + llvm-mca - 1 + Learn about LLVM Machine Code Analyzer + MediaPipe - 2 + LLM inference on Android with KleidiAI, MediaPipe, and XNNPACK + Build a Hands-Free Selfie Android Application with MediaPipe + Memory Bug Report - 1 + Memory Tagging Extension on Google Pixel 8 + Memory Tagging Extension - 1 + Debug with MTE on Google Pixel 8 + Mobile - 6 + Profiling Unity apps on Android + Build and profile a simple WebGPU Android Application + Get started with Unity on Android + Build an Android chat application with ONNX Runtime API + Build an Android chat app with Llama, KleidiAI, ExecuTorch, and XNNPACK + Using Neon intrinsics to optimize Unity on Android + mobile - 1 + Build a Hands-Free Selfie Android Application with MediaPipe + NDK - 1 + Query Arm GPU configuration information + NEON - 1 + Accelerate Generative AI workloads using KleidiAI + ONNX Runtime - 1 + Build an Android chat application with ONNX Runtime API + Python - 2 + Build and profile a simple WebGPU Android Application + Build an Android chat app with Llama, KleidiAI, ExecuTorch, and XNNPACK + QEMU - 1 + Learn about the Arm Memory Tagging Extension + RME - 1 + Get started with Realm Management Extension (RME) + Rust - 2 + Introduction to SIMD.info + Learn how to write SIMD code on Arm using Rust + SDDiskTool - 1 + Install a Unity Game on a single board computer (Orange Pi 5) + SVE2 - 1 + Understand the `restrict` keyword in C99 + Total Compute - 1 + Get started with Arm Total Compute + Trusted Firmware - 1 + Get started with Realm Management Extension (RME) + Unity - 6 + Profiling Unity apps on Android + Install a Unity Game on a single board computer (Orange Pi 5) + Install and Use Arm integration packages for Unity + Get started with Unity on Android + Using Neon intrinsics to optimize Unity on Android + Using Unity's Machine Learning Agents on Arm + Unreal Engine - 2 + How to Enable Hardware Ray Tracing on Lumen for Android Devices + Best Practices for hardware ray tracing with Lumen on Android Devices + VS Code - 1 + Create and train a PyTorch model for digit classification using the MNIST dataset + Vulkan - 2 + Learn about Ray Tracing with Vulkan on Android + Learn about Arm Fixed Rate Compression (AFRC) + XNNPACK - 1 + LLM inference on Android with KleidiAI, MediaPipe, and XNNPACK + iot + Arm Compiler for Embedded - 1 + Build and run Arm Total Solutions for IoT + Arm Virtual Hardware - 6 + Deploy IoT apps using AWS IoT Greengrass and Arm Virtual Hardware + Develop for Matter with Arm Virtual Hardware + Build and run Arm Total Solutions for IoT + Deploy IoT apps using Balena Cloud and Arm Virtual Hardware + Integrate Arm Virtual Hardware into CI/CD workflow 1 + Integrate Arm Virtual Hardware into CI/CD workflow 2 + AWS IoT Greengrass - 1 + Deploy IoT apps using AWS IoT Greengrass and Arm Virtual Hardware + Balena Cloud - 1 + Deploy IoT apps using Balena Cloud and Arm Virtual Hardware + Balena OS - 1 + Deploy IoT apps using Balena Cloud and Arm Virtual Hardware + Coding - 3 + Build and run Arm Total Solutions for IoT + Integrate Arm Virtual Hardware into CI/CD workflow 1 + Integrate Arm Virtual Hardware into CI/CD workflow 2 + Docker - 2 + Learn how to use Docker + Build multi-architecture container images with Docker Build Cloud + Fixed Virtual Platform - 1 + Build and run Arm Total Solutions for IoT + GitHub - 3 + Develop for Matter with Arm Virtual Hardware + Integrate Arm Virtual Hardware into CI/CD workflow 1 + Integrate Arm Virtual Hardware into CI/CD workflow 2 + Matter - 1 + Develop for Matter with Arm Virtual Hardware + Raspberry Pi - 2 + Deploy IoT apps using AWS IoT Greengrass and Arm Virtual Hardware + Deploy IoT apps using Balena Cloud and Arm Virtual Hardware + Remote.It - 1 + Access remote devices with Remote.It + embedded-and-microcontrollers + Arduino - 1 + Embedded programming with Arduino on the Raspberry Pi Pico + Arm Compiler for Embedded - 7 + Navigate Machine Learning development with Ethos-U processors + Prepare Docker image for Arm embedded development + Get started with Arm Development Studio + Create an Armv8-A embedded application + Build and run the Arm Machine Learning Evaluation Kit examples + Get Started with Keil Studio Cloud + Get started with TrustZone on NXP LPCXpresso55S69 + Arm Compiler for Linux - 1 + Migrating x86_64 workloads to aarch64 + Arm Compute Library - 1 + Introduction to TinyML on Arm using PyTorch and ExecuTorch + Arm Development Studio - 9 + Prepare Docker image for Arm embedded development + Build an RTX5 RTOS application with Keil Studio (VS Code) + Get started with Arm Development Studio + Create an Armv8-A embedded application + Add new debug targets to Arm Development Studio + Learn about context switching on Arm Cortex-M processors + Get started with the CMSIS-DSP library + Build an RTX5 RTOS application with Keil μVision + Get started with the Scalable Matrix Extension (SME) + Arm Fast Models - 4 + Prepare Docker image for Arm embedded development + Get started with Arm Development Studio + Create an Armv8-A embedded application + Add new debug targets to Arm Development Studio + Arm Virtual Hardware - 11 + Get started with Trusted Firmware-M + Navigate Machine Learning development with Ethos-U processors + Deploy PaddlePaddle on Arm Cortex-M with Arm Virtual Hardware + Implement an example Virtual Peripheral with Arm Virtual Hardware + Build and run the Arm Machine Learning Evaluation Kit examples + Get started with the CMSIS-DSP library + Get Started with Keil Studio Cloud + Introduction to TinyML on Arm using PyTorch and ExecuTorch + Run the Zephyr RTOS on Arm Corstone-300 + Integrate Arm Virtual Hardware into CI/CD workflow 1 + Integrate Arm Virtual Hardware into CI/CD workflow 2 + AVH - 1 + Deploy firmware on hybrid edge systems using containers + C - 1 + Write a Dynamic Memory Allocator + C/C++ - 1 + Learn about function multiversioning + ChatGPT - 1 + Create a ChatGPT voice bot on a Raspberry Pi + Clang - 1 + Memory latency for application software developers + CMSIS - 5 + Migrating Projects to CMSIS v6 + Migrating CMSIS-Packs to CMSIS v6 + Learn about context switching on Arm Cortex-M processors + Get started with the CMSIS-DSP library + Get Started with Keil Studio Cloud + CMSIS-Toolbox - 3 + Migrating Projects to CMSIS v6 + Migrating CMSIS-Packs to CMSIS v6 + Convert uvprojx-based projects to csolution + Coding - 29 + Processing Text in Mixed C/Assembly Language + Get started with Trusted Firmware-M + Start Debugging with µVision + Prepare Docker image for Arm embedded development + Write Arm Assembler functions + Build an RTX5 RTOS application with Keil Studio (VS Code) + Get started with Arm Development Studio + Create an Armv8-A embedded application + Get started with Keil MDK Code Coverage + Get started with Raspberry Pi Pico + Learn about context switching on Arm Cortex-M processors + Deploy PaddlePaddle on Arm Cortex-M with Arm Virtual Hardware + Build and run the Arm Machine Learning Evaluation Kit examples + Get started with the CMSIS-DSP library + Get Started with Keil Studio Cloud + Build and run a letter recognition NN model on an STM32L4 Discovery board + Get started with TrustZone on NXP LPCXpresso55S69 + Build and run an image classification NN model on an STM32L4 Discovery board + Build an RTX5 RTOS application with Keil μVision + Run the Zephyr RTOS on Arm Corstone-300 + Integrate Arm Virtual Hardware into CI/CD workflow 1 + Custom software for simulation with IP Explorer + Custom software for simulation with IP Explorer + Write a Dynamic Memory Allocator + Memory latency for application software developers + Get started with the Scalable Matrix Extension (SME) + Integrate Arm Virtual Hardware into CI/CD workflow 2 + Build an Embedded Application with Rust and Debug with Arm Development Studio + Build an Embedded Application with Rust and Debug with Arm Development Studio + Containerd - 1 + Deploy firmware on hybrid edge systems using containers + DetectNet - 1 + Get started with object detection using a Jetson Orin Nano + Docker - 9 + Prepare Docker image for Arm embedded development + Deploy firmware on hybrid edge systems using containers + Get started with object detection using a Jetson Orin Nano + Get started with the Raspberry Pi 4 + Migrating x86_64 workloads to aarch64 + Learn how to use Docker + Build a CI/CD pipeline with GitLab on Google Axion + Build multi-architecture container images with Docker Build Cloud + Build multi-architecture container images with GitHub Arm-hosted runners + DSTREAM - 2 + Get started with Arm Development Studio + Add new debug targets to Arm Development Studio + Edge Impulse - 1 + Introduction to TinyML on Arm using PyTorch and ExecuTorch + ExecuTorch - 1 + Introduction to TinyML on Arm using PyTorch and ExecuTorch + Fixed Virtual Platform - 9 + Get started with Trusted Firmware-M + Start Debugging with µVision + Navigate Machine Learning development with Ethos-U processors + Get started with Keil MDK Code Coverage + Build and run the Arm Machine Learning Evaluation Kit examples + Introduction to TinyML on Arm using PyTorch and ExecuTorch + Run the Zephyr RTOS on Arm Corstone-300 + Build and run Arm Trusted Firmware examples on Corstone-1000 + Build and run Arm Trusted Firmware examples on Corstone-1000 + FPGA - 1 + Design an AXI-Lite peripheral to control GPIOs + Fusion 360 - 1 + Build a Universal Single Board Computer Rack Mount System + FVP - 1 + Get started with Keil MDK Code Coverage + GCC - 8 + Navigate Machine Learning development with Ethos-U processors + Deploy PaddlePaddle on Arm Cortex-M with Arm Virtual Hardware + Build and run the Arm Machine Learning Evaluation Kit examples + Introduction to TinyML on Arm using PyTorch and ExecuTorch + Migrating x86_64 workloads to aarch64 + Memory latency for application software developers + Build and run Arm Trusted Firmware examples on Corstone-1000 + Build and run Arm Trusted Firmware examples on Corstone-1000 + GenAI - 2 + Run Llama 3 on a Raspberry Pi 5 using ExecuTorch + Run a local LLM chatbot on a Raspberry Pi 5 + GitHub - 3 + Integrate Arm Virtual Hardware into CI/CD workflow 1 + Build multi-architecture container images with GitHub Arm-hosted runners + Integrate Arm Virtual Hardware into CI/CD workflow 2 + GitLab - 1 + Build a CI/CD pipeline with GitLab on Google Axion + Himax SDK - 1 + Run a Computer Vision Model on a Himax Microcontroller + IP Explorer - 4 + Custom software for simulation with IP Explorer + Custom software for simulation with IP Explorer + Build an Embedded Application with Rust and Debug with Arm Development Studio + Build an Embedded Application with Rust and Debug with Arm Development Studio + K3s - 1 + Deploy firmware on hybrid edge systems using containers + Keil - 7 + Processing Text in Mixed C/Assembly Language + Start Debugging with µVision + Write Arm Assembler functions + Get started with Keil MDK Code Coverage + Get started with the CMSIS-DSP library + Get Started with Keil Studio Cloud + Get started with TrustZone on NXP LPCXpresso55S69 + Keil MDK - 3 + Build an RTX5 RTOS application with Keil Studio (VS Code) + Convert uvprojx-based projects to csolution + Build an RTX5 RTOS application with Keil μVision + Kubernetes - 1 + Build a CI/CD pipeline with GitLab on Google Axion + LLM - 2 + Run Llama 3 on a Raspberry Pi 5 using ExecuTorch + Run a local LLM chatbot on a Raspberry Pi 5 + MDK - 2 + Get started with Keil MDK Code Coverage + Get started with the CMSIS-DSP library + MPS3 - 1 + Navigate Machine Learning development with Ethos-U processors + MXNet - 1 + Build embedded Linux applications on an Arm server + Neon - 1 + Migrating x86_64 workloads to aarch64 + Node.js - 1 + Introduction to TinyML on Arm using PyTorch and ExecuTorch + Paddle - 1 + Deploy PaddlePaddle on Arm Cortex-M with Arm Virtual Hardware + Porcupine - 1 + Create a ChatGPT voice bot on a Raspberry Pi + Python - 4 + Run a local LLM chatbot on a Raspberry Pi 5 + Introduction to TinyML on Arm using PyTorch and ExecuTorch + Create a ChatGPT voice bot on a Raspberry Pi + Run a Computer Vision Model on a Himax Microcontroller + PyTorch - 1 + Introduction to TinyML on Arm using PyTorch and ExecuTorch + QEMU - 1 + Get started with Yocto Linux on Qemu + Raspberry Pi - 5 + Run Llama 3 on a Raspberry Pi 5 using ExecuTorch + Run a local LLM chatbot on a Raspberry Pi 5 + Get started with the Raspberry Pi 4 + Get started with Raspberry Pi Pico + Build embedded Linux applications on an Arm server + Remote.It - 1 + Access remote devices with Remote.It + RTX - 2 + Build an RTX5 RTOS application with Keil Studio (VS Code) + Build an RTX5 RTOS application with Keil μVision + Slicing software - 1 + Build a Universal Single Board Computer Rack Mount System + STM32 - 2 + Build and run a letter recognition NN model on an STM32L4 Discovery board + Build and run an image classification NN model on an STM32L4 Discovery board + TensorFlow - 3 + Get started with the Raspberry Pi 4 + Build and run a letter recognition NN model on an STM32L4 Discovery board + Build and run an image classification NN model on an STM32L4 Discovery board + TensorRT - 1 + Get started with object detection using a Jetson Orin Nano + Trusted Firmware - 3 + Get started with Trusted Firmware-M + Build and run Arm Trusted Firmware examples on Corstone-1000 + Build and run Arm Trusted Firmware examples on Corstone-1000 + TrustZone - 2 + Get started with Trusted Firmware-M + Get started with TrustZone on NXP LPCXpresso55S69 + TVMC - 1 + Deploy PaddlePaddle on Arm Cortex-M with Arm Virtual Hardware + vcpkg - 1 + Install tools on the command line using vcpkg + Yocto Linux - 1 + Get started with Yocto Linux on Qemu + Zephyr - 1 + Run the Zephyr RTOS on Arm Corstone-300 + automotive + Automotive - 1 + Develop Arm automotive software on the System76 Thelio Astra +-------------------------------------------------- +Tools Software Languages - All + .NET + .NET SDK + 5G + 7-Zip + ACL + adb + Alacritty + Android + Android NDK + Android SDK + Android Studio + Ansible + Arduino + Arm Compiler for Embedded + Arm Compiler for Linux + Arm Compute Library + Arm Development Studio + Arm Fast Models + Arm Mobile Studio + Arm Performance Studio + Arm Virtual Hardware + Arm64EC + armclang + armie + ArmRAL + ASP.NET Core + Assembly + assembly + Automotive + AVH + AWS CodeBuild + AWS EC2 + AWS Elastic Container Service (ECS) + AWS Elastic Kubernetes Service (EKS) + AWS IoT Greengrass + Balena Cloud + Balena OS + Bash + Bastion + Bazel + BOLT + bpftool + C + C# + C++ + C/C++ + Capstone + CCA + ChatGPT + Clair + Clang + ClickBench + ClickHouse + CloudFormation + CMake + CMSIS + CMSIS-Toolbox + Coding + Containerd + CSS + DetectNet + Django + Docker + DSTREAM + Edge Impulse + Envoy + ExecuTorch + Fixed Virtual Platform + Flink + Fortran + FPGA + Frame Advisor + Fusion 360 + FVP + GCC + gdb + Geekbench + GenAI + GitHub + GitLab + Glibc + Go + Google Axion + GoogleTest + HammerDB + Himax SDK + HTML + Hyper-V + i3 + InnoDB + Intrinsics + IP Explorer + Java + JavaScript + JAX + K3s + Kafka + Keil + Keil MDK + Keras + Kotlin + Kubernetes + Lambda + libbpf + Linaro Forge + Linux + LiteRT + LLM + LLVM + llvm-mca + LSE + MariaDB + Matter + MDK + MediaPipe + Memcached + Memory Bug Report + Memory Tagging Extension + Mobile + mobile + MongoDB + mpi + MPS3 + MTE + MXNet + MySQL + NDK + Neon + NEON + Neovim + Nexmark + Nginx + Node.js + ONNX Runtime + OpenCV + Paddle + PAPI + perf + Porcupine + PostgreSQL + Python + PyTorch + QEMU + Qt + RAG + Raspberry Pi + Redis + Remote.It + RME + RTX + Rust + SDDiskTool + Slicing software + snappy + Snort3 + SQL + STM32 + Streamline CLI + Supervisor + SVE + SVE2 + Sysbench + Telemetry + TensorFlow + TensorRT + Terraform + ThirdAI + Total Compute + Trusted Firmware + TrustZone + TVMC + TypeScript + Unity + Unreal Engine + vcpkg + Vectorscan + Veraison + Visual Studio + Visual Studio Code + vLLM + VS Code + Vulkan + vvenc + Windows Forms + Windows Performance Analyzer + Windows Presentation Foundation + Windows Sandbox + WindowsPerf + WinUI 3 + WordPress + WSL + x265 + Xamarin Forms + XNNPACK + Yocto Linux + Zephyr + zlib + Zookeeper +================================================== + + +No overwriting specifed with --update-md-files flag. Exiting. + diff --git a/tools/report.py b/tools/report.py index a913f7b4b3..8b280c6682 100644 --- a/tools/report.py +++ b/tools/report.py @@ -12,10 +12,11 @@ dname = ["content/install-guides", "content/learning-paths/cross-platform", "content/learning-paths/laptops-and-desktops", - "content/learning-paths/embedded-systems", - "content/learning-paths/microcontrollers", - "content/learning-paths/smartphones-and-mobile", - "content/learning-paths/servers-and-cloud-computing"] + "content/learning-paths/embedded-and-microcontrollers", + "content/learning-paths/iot", + "content/learning-paths/mobile-graphics-and-gaming", + "content/learning-paths/servers-and-cloud-computing", + "content/learning-paths/automotive"] @@ -125,21 +126,21 @@ def init_graph(title): "x": [], "y": [], "type": "bar", - "name": "learning-paths/embedded-systems", + "name": "learning-paths/embedded-and-microcontrollers", "xaxis": "x2" }, { "x": [], "y": [], "type": "bar", - "name": "learning-paths/microcontrollers", + "name": "learning-paths/iot", "xaxis": "x2" }, { "x": [], "y": [], "type": "bar", - "name": "learning-paths/smartphones-and-mobile", + "name": "learning-paths/mobile-graphics-and-gaming", "xaxis": "x2" }, { @@ -148,6 +149,13 @@ def init_graph(title): "type": "bar", "name": "learning-paths/servers-and-cloud-computing", "xaxis": "x2" + }, + { + "x": [], + "y": [], + "type": "bar", + "name": "learning-paths/automotive", + "xaxis": "x2" } ], "layout": diff --git a/tools/stats_data_generate.py b/tools/stats_data_generate.py index 72002a221c..ae3f5a8354 100644 --- a/tools/stats_data_generate.py +++ b/tools/stats_data_generate.py @@ -88,7 +88,7 @@ tests_status_file_path = Path('../data/stats_current_test_info.yml') learning_path_dir = Path('../content/learning-paths/') install_guide_dir = Path('../content/install-guides/') -lp_and_ig_content_dirs = ['microcontrollers','embedded-systems','laptops-and-desktops','servers-and-cloud-computing','smartphones-and-mobile','cross-platform','install-guides'] +lp_and_ig_content_dirs = ['embedded-and-microcontrollers','iot','laptops-and-desktops','servers-and-cloud-computing','mobile-graphics-and-gaming','automotive','cross-platform','install-guides'] # Obtain today's date in YYYY-MM-DD From 7f043f55758e56e0ffb5c27e2cea525b669649c5 Mon Sep 17 00:00:00 2001 From: Maddy Underwood <167196745+madeline-underwood@users.noreply.github.com> Date: Sat, 11 Jan 2025 09:52:42 +0000 Subject: [PATCH 10/25] Update _index.md --- .../nginx_tune/_index.md | 14 +++++++------- 1 file changed, 7 insertions(+), 7 deletions(-) diff --git a/content/learning-paths/servers-and-cloud-computing/nginx_tune/_index.md b/content/learning-paths/servers-and-cloud-computing/nginx_tune/_index.md index 4d2ecd7628..8f732082ce 100644 --- a/content/learning-paths/servers-and-cloud-computing/nginx_tune/_index.md +++ b/content/learning-paths/servers-and-cloud-computing/nginx_tune/_index.md @@ -6,15 +6,15 @@ minutes_to_complete: 60 who_is_this_for: This is an advanced topic for software developers who want to use Nginx on Arm. learning_objectives: - - Learn about kernel parameters that can impact Nginx performance - - Learn about compiler and libraries that can impact Nginx performance - - Tune an Nginx file server configuration file - - Tune an Nginx Reverse Proxy & API Gateway configuration file - - Learn how to test Nginx performance + - Describe how kernel parameters can impact Nginx performance. + - Describe how compilers and libraries can impact Nginx performance. + - Tune a Nginx file server configuration file. + - Tune a Nginx Reverse Proxy and API Gateway configuration file. + - Describe how to test Nginx performance. prerequisites: - - Cloud or bare-metal installation of an Nginx file server or load balancer - - Review [Learn how to deploy Nginx](/learning-paths/servers-and-cloud-computing/nginx/) if you do not already have an Nginx setup + - A cloud or bare-metal installation of a Nginx file server or load balancer. + - If you do not already have a Nginx setup, a review of [Learn how to deploy Nginx](/learning-paths/servers-and-cloud-computing/nginx/). author_primary: Julio Suarez From 76950c80a3cd5d197e011bdf30e727971ca674f8 Mon Sep 17 00:00:00 2001 From: GitHub Actions Stats Bot <> Date: Mon, 13 Jan 2025 01:28:53 +0000 Subject: [PATCH 11/25] automatic update of stats files --- data/stats_current_test_info.yml | 25 +++++---- data/stats_weekly_data.yml | 94 ++++++++++++++++++++++++++++++++ 2 files changed, 107 insertions(+), 12 deletions(-) diff --git a/data/stats_current_test_info.yml b/data/stats_current_test_info.yml index 3aa9d7fe10..bc8c31be7c 100644 --- a/data/stats_current_test_info.yml +++ b/data/stats_current_test_info.yml @@ -1,8 +1,9 @@ summary: - content_total: 317 + content_total: 323 content_with_all_tests_passing: 31 content_with_tests_enabled: 33 sw_categories: + automotive: {} cross-platform: dynamic-memory-allocator: readable_title: Write a Dynamic Memory Allocator @@ -13,7 +14,15 @@ sw_categories: tests_and_status: - amd64/ubuntu:latest: passed - arm64v8/ubuntu:latest: passed - embedded-systems: {} + embedded-and-microcontrollers: + tfm: + readable_title: Get started with Trusted Firmware-M + tests_and_status: + - armswdev/arm-tools:bare-metal-compilers: passed + zephyr: + readable_title: Run the Zephyr RTOS on Arm Corstone-300 + tests_and_status: + - amd64/ubuntu:latest: passed install-guides: acfl: readable_title: Arm Compiler for Linux @@ -81,16 +90,9 @@ sw_categories: readable_title: Terraform tests_and_status: - ubuntu:latest: passed + iot: {} laptops-and-desktops: {} - microcontrollers: - tfm: - readable_title: Get started with Trusted Firmware-M - tests_and_status: - - armswdev/arm-tools:bare-metal-compilers: passed - zephyr: - readable_title: Run the Zephyr RTOS on Arm Corstone-300 - tests_and_status: - - amd64/ubuntu:latest: passed + mobile-graphics-and-gaming: {} servers-and-cloud-computing: clickhouse: readable_title: Measure performance of ClickHouse on Arm servers @@ -146,4 +148,3 @@ sw_categories: readable_title: Learn how to build and use Cloudflare zlib on Arm servers tests_and_status: - ubuntu:latest: passed - smartphones-and-mobile: {} diff --git a/data/stats_weekly_data.yml b/data/stats_weekly_data.yml index c1b1371374..0075fc65a7 100644 --- a/data/stats_weekly_data.yml +++ b/data/stats_weekly_data.yml @@ -4527,3 +4527,97 @@ avg_close_time_hrs: 0 num_issues: 12 percent_closed_vs_total: 0.0 +- a_date: '2025-01-13' + content: + automotive: 2 + cross-platform: 28 + embedded-and-microcontrollers: 39 + install-guides: 93 + iot: 5 + laptops-and-desktops: 33 + mobile-graphics-and-gaming: 26 + servers-and-cloud-computing: 97 + total: 323 + contributions: + external: 45 + internal: 373 + github_engagement: + num_forks: 30 + num_prs: 6 + individual_authors: + alaaeddine-chakroun: 2 + alexandros-lamprineas: 1 + annie-tallund: 1 + arm: 3 + arnaud-de-grandmaison: 1 + arnaud-de-grandmaison,-paul-howard,-and-pareena-verma: 1 + basma-el-gaabouri: 1 + ben-clark: 1 + bolt-liu: 2 + brenda-strech: 1 + chaodong-gong,-alex-su,-kieran-hejmadi: 1 + chen-zhang: 1 + christopher-seidl: 7 + cyril-rohr: 1 + daniel-gubay: 1 + daniel-nguyen: 1 + david-spickett: 2 + dawid-borycki: 31 + diego-russo: 1 + diego-russo-and-leandro-nunes: 1 + elham-harirpoush: 2 + florent-lebeau: 5 + "fr\xE9d\xE9ric--lefred--descamps": 2 + gabriel-peterson: 5 + gayathri-narayana-yegna-narayanan: 1 + georgios-mermigkis-and-konstantinos-margaritis,-vectorcamp: 1 + graham-woodward: 1 + han-yin: 1 + iago-calvo-lista,-arm: 1 + james-whitaker,-arm: 1 + jason-andrews: 96 + joe-stech: 1 + johanna-skinnider: 2 + jonathan-davies: 2 + jose-emilio-munoz-lopez,-arm: 1 + julie-gaskin: 4 + julio-suarez: 5 + kasper-mecklenburg: 1 + kieran-hejmadi: 1 + koki-mitsunami: 2 + konstantinos-margaritis: 7 + kristof-beyls: 1 + liliya-wu: 1 + mathias-brossard: 1 + michael-hall: 5 + nikhil-gupta,-pareena-verma,-nobel-chowdary-mandepudi,-ravi-malhotra: 1 + odin-shen: 1 + owen-wu,-arm: 2 + pareena-verma: 34 + pareena-verma,-annie-tallund: 1 + pareena-verma,-jason-andrews,-and-zach-lasiuk: 2 + pareena-verma,-joe-stech,-adnan-alsinan: 1 + paul-howard: 1 + pranay-bakre: 4 + pranay-bakre,-masoud-koleini,-nobel-chowdary-mandepudi,-na-li: 1 + preema-merlin-dsouza: 1 + przemyslaw-wirkus: 2 + rin-dobrescu: 1 + roberto-lopez-mendez: 2 + ronan-synnott: 45 + thirdai: 1 + tianyu-li: 1 + tom-pilar: 1 + uma-ramalingam: 1 + varun-chari,-albin-bernhardsson: 1 + varun-chari,-pareena-verma: 1 + visualsilicon: 1 + willen-yang: 1 + ying-yu: 1 + ying-yu,-arm: 1 + zach-lasiuk: 1 + zhengjun-xing: 2 + issues: + avg_close_time_hrs: 0 + num_issues: 10 + percent_closed_vs_total: 0.0 From d22fc2f3b2a3a58e327f9786c25d3a488ef38db3 Mon Sep 17 00:00:00 2001 From: Nobel Chowdary Mandepudi Date: Tue, 14 Jan 2025 13:28:26 -0600 Subject: [PATCH 12/25] Added RAG-based LLM LP --- .../servers-and-cloud-computing/rag/_index.md | 39 ++++ .../rag/_review.md | 45 ++++ .../rag/backend.md | 196 ++++++++++++++++++ .../rag/backend_output.png | Bin 0 -> 47414 bytes .../rag/chatbot.md | 72 +++++++ .../rag/frontend.md | 142 +++++++++++++ .../rag/frontend_output.png | Bin 0 -> 40365 bytes .../rag/rag_img1.png | Bin 0 -> 118961 bytes .../rag/rag_img2.png | Bin 0 -> 102898 bytes .../rag/rag_img3.png | Bin 0 -> 183604 bytes .../rag/rag_img4.png | Bin 0 -> 190316 bytes .../rag/rag_llm.md | 136 ++++++++++++ 12 files changed, 630 insertions(+) create mode 100644 content/learning-paths/servers-and-cloud-computing/rag/_index.md create mode 100644 content/learning-paths/servers-and-cloud-computing/rag/_review.md create mode 100644 content/learning-paths/servers-and-cloud-computing/rag/backend.md create mode 100644 content/learning-paths/servers-and-cloud-computing/rag/backend_output.png create mode 100644 content/learning-paths/servers-and-cloud-computing/rag/chatbot.md create mode 100644 content/learning-paths/servers-and-cloud-computing/rag/frontend.md create mode 100644 content/learning-paths/servers-and-cloud-computing/rag/frontend_output.png create mode 100644 content/learning-paths/servers-and-cloud-computing/rag/rag_img1.png create mode 100644 content/learning-paths/servers-and-cloud-computing/rag/rag_img2.png create mode 100644 content/learning-paths/servers-and-cloud-computing/rag/rag_img3.png create mode 100644 content/learning-paths/servers-and-cloud-computing/rag/rag_img4.png create mode 100644 content/learning-paths/servers-and-cloud-computing/rag/rag_llm.md diff --git a/content/learning-paths/servers-and-cloud-computing/rag/_index.md b/content/learning-paths/servers-and-cloud-computing/rag/_index.md new file mode 100644 index 0000000000..664a1c871a --- /dev/null +++ b/content/learning-paths/servers-and-cloud-computing/rag/_index.md @@ -0,0 +1,39 @@ +--- +title: Deploy a RAG-based Chatbot with llama-cpp-python using KleidiAI on Arm Servers + +minutes_to_complete: 45 + +who_is_this_for: Enthusiasts, Software developers and ML engineers looking to deploy production-ready LLM chatbots with RAG capabilities, knowledge base integration, and performance optimization for Arm architecture + +learning_objectives: + - Set up llama-cpp-python optimized for Arm servers + - Implement RAG architecture using FAISS vector database + - Optimize model performance through 4-bit quantization + - Build a web interface for document upload and chat + - Monitor and analyze inference performance metrics + +prerequisites: + - Basic understanding of Python and ML concepts + - Familiarity with REST APIs and Web Services + - Basic knowledge of vector databases + - Understanding of LLM fundamentals + +author_primary: Nobel Chowdary Mandepudi + +### Tags +skilllevels: Advanced +armips: + - Neoverse +subjects: LLM +operatingsystems: + - Linux +tools_software_languages: + - Python + - Streamlit + +### FIXED, DO NOT MODIFY +# ================================================================================ +weight: 1 # _index.md always has weight of 1 to order correctly +layout: "learningpathall" # All files under learning paths have this same wrapper +learning_path_main_page: "yes" # This should be surfaced when looking for related content. Only set for _index.md of learning path content. +--- diff --git a/content/learning-paths/servers-and-cloud-computing/rag/_review.md b/content/learning-paths/servers-and-cloud-computing/rag/_review.md new file mode 100644 index 0000000000..b66f57f6cf --- /dev/null +++ b/content/learning-paths/servers-and-cloud-computing/rag/_review.md @@ -0,0 +1,45 @@ +--- +review: + - questions: + question: > + What is the primary purpose of using RAG in an LLM chatbot? + answers: + - To reduce the size of the model + - To enhance the chatbot's responses with contextually relevant information + - To increase the training speed of the model + - To simplify the deployment process + correct_answer: 2 + explanation: > + RAG (Retrieval Augmented Generation) enhances the chatbot's responses by retrieving and incorporating contextually relevant information from a vector database. + + - questions: + question: > + Which framework is used to create the web interface for the RAG-based LLM server? + answers: + - Django + - Flask + - Streamlit + - FastAPI + correct_answer: 3 + explanation: > + Streamlit is used to create the web interface for the RAG-based LLM server, allowing users to interact with the backend. + + - questions: + question: > + What is the role of FAISS in the RAG-based LLM server? + answers: + - To train the LLM model + - To store and retrieve vectorized documents + - To handle HTTP requests + - To manage user authentication + correct_answer: 2 + explanation: > + FAISS is used to store and retrieve vectorized documents, enabling the RAG-based LLM server to provide contextually relevant responses. + +# ================================================================================ +# FIXED, DO NOT MODIFY +# ================================================================================ +title: "Review" # Always the same title +weight: 6 # Set to always be larger than the content in this path +layout: "learningpathall" # All files under learning paths have this same wrapper +--- diff --git a/content/learning-paths/servers-and-cloud-computing/rag/backend.md b/content/learning-paths/servers-and-cloud-computing/rag/backend.md new file mode 100644 index 0000000000..6f4d520493 --- /dev/null +++ b/content/learning-paths/servers-and-cloud-computing/rag/backend.md @@ -0,0 +1,196 @@ +--- +title: Deploy RAG based LLM backend server +weight: 3 + +layout: learningpathall +--- + +## Backend Script for RAG-based LLM Server +Once the virtual environment is activated, create a `backend.py` script with the following content. This script integrates the LLM with the FAISS vector database for RAG. + +```python +import os +import time +import logging +from flask import Flask, request, jsonify +from flask_cors import CORS +from langchain_community.vectorstores import FAISS +from langchain_community.embeddings import HuggingFaceEmbeddings +from langchain_community.llms import LlamaCpp +from langchain_core.callbacks import StreamingStdOutCallbackHandler +from langchain_core.prompts import PromptTemplate +from langchain_community.document_loaders import PyPDFLoader, DirectoryLoader +from langchain_text_splitters import HTMLHeaderTextSplitter, CharacterTextSplitter +from langchain.schema.runnable import RunnablePassthrough +from langchain_core.output_parsers import StrOutputParser +from langchain_core.runnables import ConfigurableField + +# Configure logging +logging.getLogger('watchdog').setLevel(logging.ERROR) +logger = logging.getLogger(__name__) + +# Initialize Flask app +app = Flask(__name__) +CORS(app) + +# Configure paths +BASE_PATH = "/home/ubuntu" +TEMP_DIR = os.path.join(BASE_PATH, "temp") +VECTOR_DIR = os.path.join(BASE_PATH, "vector") +MODEL_PATH = os.path.join(BASE_PATH, "models/llama3.1-8b-instruct.Q4_0_arm.gguf") + +# Ensure directories exist +os.makedirs(TEMP_DIR, exist_ok=True) +os.makedirs(VECTOR_DIR, exist_ok=True) + +# Token Streaming +class StreamingCallback(StreamingStdOutCallbackHandler): + def __init__(self): + super().__init__() + self.tokens = [] + self.start_time = None + + def on_llm_start(self, *args, **kwargs): + self.start_time = time.time() + self.tokens = [] + print("\nLLM Started generating response...", flush=True) + + def on_llm_new_token(self, token: str, **kwargs): + self.tokens.append(token) + print(token, end="", flush=True) + + def on_llm_end(self, *args, **kwargs): + end_time = time.time() + duration = end_time - self.start_time + print(f"\nLLM finished generating response in {duration:.2f} seconds", flush=True) + +def format_docs(docs): + return "\n\n".join(doc.page_content for doc in docs).replace("Context:", "").strip() + +# Vectordb creating API +@app.route('/create_vectordb', methods=['POST']) +def create_vectordb(): + try: + data = request.json + vector_name = data['vector_name'] + chunk_size = int(data['chunk_size']) + doc_type = data['doc_type'] + vector_path = os.path.join(VECTOR_DIR, vector_name) + + # Process document + chunk_overlap = 30 + if doc_type == "PDF": + loader = DirectoryLoader(TEMP_DIR, glob='*.pdf', loader_cls=PyPDFLoader) + docs = loader.load() + elif doc_type == "HTML": + url = data['url'] + splitter = HTMLHeaderTextSplitter([ + ("h1", "Header 1"), ("h2", "Header 2"), + ("h3", "Header 3"), ("h4", "Header 4") + ]) + docs = splitter.split_text_from_url(url) + else: + return jsonify({"error": "Unsupported document type"}), 400 + + # Create vectorstore + text_splitter = CharacterTextSplitter( + chunk_size=chunk_size, + chunk_overlap=chunk_overlap + ) + split_docs = text_splitter.split_documents(docs) + embedding = HuggingFaceEmbeddings(model_name="thenlper/gte-base") + vectorstore = FAISS.from_documents(documents=split_docs, embedding=embedding) + vectorstore.save_local(vector_path) + + return jsonify({"status": "success", "path": vector_path}) + except Exception as e: + logger.exception("Error creating vector database") + return jsonify({"error": str(e)}), 500 + +# Query API +@app.route('/query', methods=['POST']) +def query(): + try: + data = request.json + question = data['question'] + vector_path = data.get('vector_path') + use_vectordb = data.get('use_vectordb', False) + + # Initialize LLM + callbacks = [StreamingCallback()] + model = LlamaCpp( + model_path=MODEL_PATH, + temperature=0.1, + max_tokens=1024, + n_batch=2048, + callbacks=callbacks, + n_ctx=10000, + n_threads=64, + n_threads_batch=64 + ) + + # Create chain + if use_vectordb and vector_path: + embedding = HuggingFaceEmbeddings(model_name="thenlper/gte-base") + vectorstore = FAISS.load_local(vector_path, embedding, allow_dangerous_deserialization=True) + retriever = vectorstore.as_retriever().configurable_fields( + search_kwargs=ConfigurableField(id="search_kwargs") + ).with_config({"search_kwargs": {"k": 5}}) + + template = """<|begin_of_text|><|start_header_id|>system<|end_header_id|> + You are a helpful assistant. Use the following context to answer the question. + Context: {context} + Question: {question} + Answer: <|eot_id|>""" + + prompt = PromptTemplate(template=template, input_variables=["context", "question"]) + chain = ( + {"context": retriever | format_docs, "question": RunnablePassthrough()} + | prompt + | model + | StrOutputParser() + ) + else: + template = """<|begin_of_text|><|start_header_id|>system<|end_header_id|> + Question: {question} + Answer: <|eot_id|>""" + + prompt = PromptTemplate(template=template, input_variables=["question"]) + chain = RunnablePassthrough().assign(question=lambda x: x) | prompt | model | StrOutputParser() + + # Generate response + response = chain.invoke(question) + return jsonify({"answer": response}) + except Exception as e: + logger.exception("Error processing query") + return jsonify({"error": str(e)}), 500 + +# File Upload API +@app.route('/upload_file', methods=['POST']) +def upload_file(): + try: + file = request.files['file'] + if file and file.filename.endswith('.pdf'): + filename = os.path.join(TEMP_DIR, "uploaded.pdf") + file.save(filename) + return jsonify({"status": "success", "path": filename}) + return jsonify({"error": "Invalid file"}), 400 + except Exception as e: + logger.exception("Error uploading file") + return jsonify({"error": str(e)}), 500 + +if __name__ == '__main__': + app.run(host='0.0.0.0', port=5000, debug=True) +``` + +## Run the Backend Server + +You are now ready to run the backend server for RAG Chatbot. +Use the following command in a terminal to start the backend server: + +```python +python3 backend.py +``` + +You should see output similar to the image below when the backend server starts successfully: +![backend](backend_output.png) \ No newline at end of file diff --git a/content/learning-paths/servers-and-cloud-computing/rag/backend_output.png b/content/learning-paths/servers-and-cloud-computing/rag/backend_output.png new file mode 100644 index 0000000000000000000000000000000000000000..67de5f2e4a558febc5a17e4cd6f0b1900d7d4b2f GIT binary patch literal 47414 zcmZ_01y~$g)-{|EAXuOS2@)KFOXCFh;O-vWCAbsZfVdxmZ> zG38@k<3UPLL~{S8VBrOp;2B&L>!^B@1BNcKJ zUg$YXl)4wh8LZx^L#IW*nwdtnfkfyO)5_y!;&fAQMP#G-Bf!A-iBd-hKMj9OWTZIo zUVnk^5FvoaB1tB?O5RGK-{xY7+2mF`WKX&p6rTg(-84dFuf6EE| zyu(q`TD6jx_3&xG03tq*7TnMGdWRD6v>Fz=``c&9Ku6)gZi1gSQ zxDf~l2smx@4cX-cKmWTq@INjhV>>%*b}-n{(UI1Xk=Dw_2u#n$#s;Qi05dSq0DI8b zI$PT5IMGnX z?Z0mexIysq7BD?69r*u_4K(F^Udt|H;$&d1DrjN>bPsS2Ze}(%&cF8m+m`>H@qb#X z{I?}N0~7uKHvOMX|8G-8TLT*bD+}P9cHIAcH2-e=zZ?JEkQ4lT>;Kag|LW(z)&d>P zjlc>1zlX++P@uvEyvV#SLrbOb|v$UoeY2Pyt4Wnh9Gdg3mdaDDbCUCc>EOF`-vYOUgli?;soG#|D3d)q_Vb zMZ=SHZbEa&J=mOJDwB1Fn{&U- z^AxGo^n4` zk$<|KZx}Dr$kbCgog2??hFmvi8=Wh7YuP>SYlo7OlMBOZEatbULU1?ec{m&nPO?%s z9Hpu)7xVkK2NLA*To34jf<#N67Qgo3Hs3ogIpQ=$`Sm%}4YEM^hdv|ll7YL4DO4&_>kWQSrGKIXk0>5bk36lWdK`AU-*HuZ zKCoxKWNAC=_4fOBL-P&<6K(Q?PEEJlO=o>nFc043fn}S&BL%Lzc<{sjI4D~`x002I zVljT6tFbCMzeBV*Im=fnO8owTxlbvM`3;oPbg`zpGpR&80o*YYEDDRS?bc9=dYX5R zIzPYnQos!CYLQ%)7%B!vPFHD10E&3C+pWacX&TNAu~_wwz`NlnJG=bqV#F?XPatg z_BGQDV?NjGWSR)Lor6Weqh74HkDi%PQLQqKJ(#ZyieyEvTS*9Fd54Xy5fYK z5A(S1YH_@Jjrpxhit5Aa^+T~vQXtqL_R5I}+3g^kUD_`4enLEiZ>km)+&wpFfvgx$T> zmw&vHZ@jRPZ^#HM-{7(KS5V-OkLn|c>7}xC^-pm|;y>O;#5dPk^144pVxY^VzonYD zRp?6nagbV*@J0^4N0g5GQ}E$EfhI4984hOq^Sc-OLWo6~np5qMwVj@$QW?vZc)Qtdm&e?WeKq)fQnj1>Cd4z1 zkvrnIXPZ72+`6|PSj@>sM@Ln)o@OhINPzH}>4ME{`pzbS_l-h_(NG7w%n4nY& z!ZBXBev1n0-<}w+6SQtS)t2U7f>COuw&%knM+Zsr*|;>1Xipe!mS%%P0-lgtp10h} zEXPNaE+w{U*U#Dewn`EA))qlUN@5NU*x;`9^H0%*5ZBGhkM~W<$y^R%sMGjjajcZW zi6?KPnd{BPAlM(3JE%w~Sw72M;m2SO-;bZkj z#bs9kO)`)3`unJobsiE*VPrPfz3(^&4_O7;o6~g$mkZk6t)J3V^eyV>*8U*uitraEK*48qC zxB2Y4rtIB zi}?(JG}mQ}uvF?lU?i^tVFDjA>`o@Pvarz5Sa-wg#z^SS+HB78}F?gpnzg!anB%lP(X;?NQF> zTf4f71xm50T&{b~g(_wIA?ngR50yAvE)xp-^`YV6)2ZBD!SADEV&2`Zg@8Bu!7UTc ztGGV(ds9UP0s{abA|KC@j>ERB22je2&7Z$^!Lr%bacez$(gmd)eSABrO<6dNckPuVv&aiiq84qm9cbY0!t0qM5$U zMF)Oe9&;KB4rEbk<8|qV>xx<=J))qNDP>t~uqb@2jbVpnBsZfyUZ8cC zaCKxRGsj0I=dDfh?Cz7K4+1S#_VtI#Hc1l^y1qZz-`M|9c#vLl;FU|g<+pL0_-wNg z7Uxzo@h$<9!)R9jVBMdNTGE_p)_S~R?B^z@;#`UgF;DOGs8^8M9L(Z8&+iQ~6Z0zY@0g$oJ>BRkYxP$xgMz5)hQ8(3!^VkXR?UG3BzTo!tb)s{ZB2D^}d7V53hFi=IypV^wC#z3Iih8@aqN&kHMEJ(eZD4^D>Do2&i$>#>cy`JQOd@I95% zzzNLc#&8Np4U^T92BJoj%VpGNf82g1Fx&2eH$XL@BR}x1p%kfGZ@|cOjx;`neD?Q^ zzARs)OSIpg!*KFieqS9es%J~3P|~PXo($s0#>bOi?oY?13k3A7b%kuM2H;OkKHRK_ ztBKgTtxT@%xnhYCbkA9yI4E9bcNMQGq8HDWo6wC&By5DZ4mw|2W)`D&JO z%fULj8V2D>rZVDq5LhFvntT{=)>B+O-jH%G5c1LcpA(v*mATdfoAQFS~ z*;LT7>!HLLfvnyKQ>FGHJV@OsOVX64r^YkD6ixc652@vm&{Hbs8yP7i{tPmM3sKV5 zqjUGNPGK~XYMV0Y86pvr;}_bdSmyRUI-IZRPhd2v9JvBA4ak@|htpNQLLQM-%R@D_ zTBQgN%J1;fBVS)=8oH#jX-&rzZWO*I0IAIVLK-HxI@N<_+2}c6eZpD2PqJ#x>*D0B z0gV&dB^b@^-wLqJR84CYEWb2HJWl%p%@WgbZvyIgtL3uner@vkla*^rs~K{}(?XqX z)yyZ`EeRUBjAVMJZEtKreqw+Ba}Pdur?kW67Huu}OGOIR@=Oz=6_(_Ej8Zwnzvq6x zZJ@9OS==If;!NElS^eFU1ri4dFjvGgF#wc-yxn6I`N z-zI=t5od#b;ncZ;$iuntoo~bYI`m1p!f>z>6bQ~bQKC{VPR8MOQwiT36~<@o+5}L+ z$QoAXi%R)i8N$PtK5X$TZ(sR1B0|HkMizbHYgkz~BM-!d(=}3a|JgX$JXUAB7(rr%>9U4w4lyQoY9^~@E4 zY0)9<{NH6kh#L!7%rD&~_ByZV)9y(*(vp7e+d=&3Td@x!&f_5XIPcFY8>PbB6Zc-m5^H-`4O#c!esGvA3nd)RpOBeaaMYj~^+^)F zXI9?%ka12HSOm_-f@5FyfD{dzp>6*XV~J_0c_^81+9B@sJggus5TW0c%{>6J2aJJ8 z|1Q?YhhtAO!hJVV2%aF(JrW+L3XrAlO^(ByNbtvaYkEFhxrd`mJKjMa z@w6<5-!>``;_(Nn)!AfSAqg0OD!$jnGMb!_`^8ag8746rg|XpUhit!t!d?P9S*{wq zK6hy$ctcI7MudcOTr|uLkwA16@zMO+^?ptdbV-DQ^kfXT{ou{L>V7q6R$@Xsbe&NA zskOwqSo<4gg2dm@WJDJcQLmoZK7qNv zUiO@Z3~9spRlo-gHMSk(97t$>S=q=xgnBBuNp!H{lP7B&|6+8V8n`)1@bE~SdX$}Cd02`GE!ZHiuO#@|- zps3!wkWVyNxBA+c038eeN#dTXBXb=b&=;L8P$-^kAj83-v@%)(NoCToI2xV_F)JwOna1#6w zR~}4#Z2~W(hG}YSwh~;{Ls{+4Rh-d?*q5+!q|=aRNVY42BP@N}+c_rpAG{F=fAF20 zGx!dYl93^D+J)+Ph^gcr#{t>$u8m>xU>ff<2CNx8!`H6;?46II{ zQw5>IyKRDuS)}OLWtaV;R8<0Rwl}&TwkX;gWp2)b>cT-Du&4cn@8Dh{;W2^MzOVK( zdMph1y0+`}z*#=tCKFl>F%8VahO@$fvczI-QdIEV1%GSOIndq~4rO<+Pijd7O~{BC z&Eoi>!nCEFisgEdSj-i)bG?ciPk417EXSYlF~_ic629bDJbuk` z1ZA$rbC+Ru>0_zOCB&-aBCuEYxA)S~+n%{^)Ak)gHX5s=l4YldSzw9%_zSzZLL&@_ zql#|NM1#2Ml?XbE(jE&HOy`s{GV~@MZ4===goK6nC&|m|$=iwND@}-1=m;YCa2Qs@ zKygYXT16pWEcphK{DokxhxL#Jb5>R9bt}&~uNG5@oqXEqSQxDcm+(Jp@F%LXB|CnA z778?HU9^k7y0Oi!JLC|krRNTmtG-6u`xbz=m3PkIw9r2Pe#sh+Ese<}3Sa`{jZiKh zblcZQ$uz8Ttc~V8chUncm|IA6JZu_xI#eForjuD()A&uQ|U)M_^9J|<=d=fic72lVLEbrv-)Jt)0ZTHvZC5J*%PclMWHl?ZX)rv5_KiHDbb%094ch&OvPOxpgFFp*GU60?()y8WBc z0-PSH#qL2k+a!vAyZ0i^J}o z&W${yR@f}F_NK47MjRvfA#h+i^3!VwAssn=y_>+ljS6|~!O9x*ptayPJs0>^s9V9T*`A<1ptRrDym^?dk*_`9I+(9yX$- zFEI4s>~B!51}2UjI4$Ow9!PN4yj%Eod~&qOsb1lw-4_&-@)d<8*w887%N27r=gTWN z=_ez+^{b67f6Cp^Di_azq1-NLJ@~Z8$)sD2o?l92j90~PT>K%c$R6)OKecn37R)xm z|3;MNbAR&@ngPV8!$3NqEK0mcE12D;Kv7l)G+~`wGbnk7*+LM^7jqt}W3q?ohNa;E zLJodx%ZS-Qb2JdGGUkVIZ!kSpq(<4y zE9h#j6z)?4lnIRWL4)dM@30i2pi?=5>04Kr;n$o6D-S_N2Tza3PZvZmVMM77#zqG- zWom`pO^5H=zv69e;RfH%t~B{gdJ(cXm*VV=P zIK3HWcKRBM%_`;EuA}&6oz4Hs9F`Ad-FUh<#Up3s(+C6x@0*IoOGL&m=0LVNNmTF2 zv4gf`K^nunaE-Vm9B+ku%$^g!y_`DF_4erUyd3O=8=Blby`yNe9ug-*Q^V3o4S4ka{=^_*k?^aaz?UQm(ejXt-dN zI*CUOBJNs-)O;+Oq1<*Ew#M}_S|vce`b;Jo8Kbbu9C*-7z53%^5!8;1nTf-d*L1KD zER+FuYQDQZK1O7;H=A}If)jz0^t;)3N?uLy8wrhdSha{%ggs^@4tuRmmZ}UVwqum* z&j32P@4*;=zz{8u{>sz((N>KOybuqFe&=2F9&I*Xxc@%%6`<%<-$0#X`Vp0;yZf5d zs{$l+l~GW_?}dT!tsm2eIL&qe=LU;Kw8=hjZ^K|vXJp9Q*&b-(Z5|Dva9t;zuV#B~ zZhrJdjnw*Y)YXI~bJ_7r4QP<2FA!Mj!A;<+yL^Je-b1VbCK)Xg7-Z6dOqG(2zzc)( ztwBC#yE{h&os7rx0z&BbA%O%)4DVKZS}beUWnfq)yyy--qz+5Ht60DWSe zGUGW%^LV^9YSPUsLeAFYglhD_2fDl{94wHGg0>6)94y(g%_l zLU46N@mQr#55A{H$z!nMJ1~sdVtrL=^fAB=UfN#=k)?tLMlts8-I@_J9B8323X|&q z)@*RuuFb-YH1zKg7m#nf#6wzP-p_tuGA2Mor-nxBUdfY`4v|^>u^RZ!hHvRp^`gmNB&52(>+Kv%n8P zwi<`UXb8uDwgO*cGESPn?OtDLIw`hNr+<(YrxoS%8l|sPrvq9i;{kF#E!y(**uZPf z$O7<-s%5%<6GiIE0aX0={O+Z|vouXdTEje3DArI-^|&*EH|%N$2ulQy@9AN@Q(58| zdGa}71m7>7l|0i4@&s0^RN5a@%CyhI-Bo8tP*(_snbf0wVwv|bKqhXdB_GX9EydI8 zK^JIhId8_=Tpg%>)q1V2Ru9Y1S^M+|sfr_1Qcvb|F2|H+Rp%Ln=IpVo+eCNQ*4ga0 zT&(W}g78??(QubT8caRevs}n`%WO84Y3B3#?@<$2Sd?D~!S~c18tC^C<+mb4W-@#UAc14R%J-)oS@g z^60;RU2b+)Tc8Ap7T%q9X*#85H)omyzJ(5yIe7h^iTu=(mdAQ@#J4Q)sfMWxzO@;L zSBLY6f@G{-uk{3SDH{=9!JF@d6meM>%Vh-@Ta9K2-Lc0%&W}mp&0hiOX54Yh6Su$* zfRZ-&yY<5LQ20!9%)fA#`Y=w{n% z{Fvti)HQ$*ye01Q?Nv#c&1PTkYDYlT$QdAnW*3+O+8cxZZ;)z(L(zA99<7yIXu>zC zGIUPNI;PpgXP!8)mRKuUSz zk*sB*b=m5JkU7uT*Kcv-`H?JYVk+mkvU&CdxC z2HM|XaXOW51=U@Ap9Olagr@j*smYb`G8;F)fqC&wNM(GW>Iy;|`xZgZ>{b z`0a@8{61B{;%*^m{|gKvddzeB=S~dEXN=gj!p!P+b0QP`o2sNSLx{N&{+K5IG}&jG zpb^4-v+|0Dvt4gw_YLfE(Z+^;o=TbSh{fET0Lc*jFP@Vd#`Y{4njPdD13N9o0iA#m zRVRwMJ9t@i@A$a7uX!@*-b0oR!{*n}ot&7RU;a^VY}HQU?G$1e@bY&a1w`MU9jvRP z{&ll-C?DFfe9Ds9Y)wbuQjJ)boPJ5SdTqbsTx>iTNf*G1qO-#0Tq1yurBoCH$oeKE z=SHbkf!^f-$~e#hT}#|4`S~!$5&c}}O(>s42aYwIvu~geTPLX9)R)JpLXue$dDZP%)}#;myRGuZn}0h$S@5TqOAJg_pl zc@d1DFhzrF&)W(>4kLSr#eB7WKl&A$Q~jd-wC3Ea5mk78%hmUAuu=`X*-4eJvD<~- z=ITu9zgzV(?2?6( zdb%C<9CNN-O-|y=^&y)9Vp<|CRzZ-ioVy+M+TOyJ2n8*%s!t0WddT*mop*G5rlrKF{kdEMDX!ociCr20rWg8+%3Y29jICzC_Wo zI$7vL_P=c-*ob#tCYmG*bi#BsH#heuC1Bs|jqZt7^@rk1J~2h%*9U_AWpIJ<^en!* z8c0&D;wQ}l_Ry6~YeCvjUnynoTeFmH3&`q{(GGs&obf-#4^IoIx7UEXhTEyh8Qwe> zTNlxTHrxJiPLW_CUi4;=(<1U9+BTKt$$%uWy}wwP(=W#PZgMEr5Ql zXBp}e?N;FZj11`l#UVol#)^swT1l)X+(af!)YB!!OdDe~yb{c|g zHbzKup8BTZAMy``Zke-IKmgMMUN@+=rC>y~!d&W`0e3kfz!<&bxHlmR zWGY|)q{M}D-;wW}4T$_xEcnaOg%SMR)^#s0r!r>>fHyvP%W0mE6b%lCsD&$R0Cajr zLicz3C8+rL;AdS|w<~xz7Qf|Y4e=Hr1>7%}0FkI3sk6Q}nyf!3%_DytcwdL)Er3xc49G48 z{m(WVm&?7ZrsLpu6hzNhA{U1ABL#)%zw|2V5sP13PTM-vK(=~%iOb>D{ko*a{|)xD zeoqeQ44U=jTCb~{ztMDS)L3fbnsR(y6MROB%8H!Qf9Qr40w6e41Czd)EMoh6Y5<9{ zI~RZObW4U% zh-tbhfa=HU?aed~23eP5DvXBr*x#Pb0XTHo?W?iX)8oV0UO|Z%Fcij_(Tv^v5HWrL z6B0soTVfG7C@4s-#lszo-7c3}t5F5d<7V|sfx+KX%fBpIfQb!&KKs)pX@zQ4Vk`8p z=@y-VZ`Cke?oWFJ{KM;J2`FP}HPu#VV22C-19k$h0I+knr%`L2jy?m(Dj8jM-J#f! zu?2@x87OF8rke zMhb&L@N+8l43wJcvn7+V1vqIQY$St&f<{B26mn(was%D2qw;8gi;R z9h`r+Hx~XGM}K^|mb$vOM8Y$O(PYHOYrK$nlEAb4dj|Zk_{4x3So?b_Uy;gdd&(Cc zEfYZ9bHCo$R^W0v$plCl9z;Q~2FPI3O#vmPnQiRZ(AD60>_8&}KY(o?PMj71Q-~p7^ z6`?4cGGKlVS?-A0JKer^wD3Q@QfdL^y@$>>AW+z%cgDD)!!^-}3E#CBSq9+U; z$wp*S$s-x4&{R(0_D2h<0Y5WR|BVUu8UY!m>f29aIeOx%|b_B09bXczQjv@$As6g${K8QVBS{6H@{Fh;3l*K4nH5xRJrw zs(z+4-8RiRs+(u}=tKWt{~@6B3Jfs^ISzP30}uGzS<_;nc65#dPP!DpXael^dzl@4 zDYnH;7h~csU%jQdZv_DZT4oo$@2?L&J##9|C>lVFgVu@oaJ1n*;u$6~Y0Fa?+wh-;FRu%ftf^FmIQwT16y6q3hlcSZtj-($NY&Yi zgs>6$BwjzZg;G>wKzT~(YF`pI&VPG!PsR7NGPz|~eOkAPvIWpLZ81i8|2)SKcwImf zag(XvZIwU5@h6_jotNN3#hzxIOWUH&)H@tf0uiIx4|Rak;?bak?Fyif;^JEUndWaI z@WN*AP^H|d|B$}Nad?R@Mbl7$3ED-D8_%TwlvN`&5*mrG9lBiMZAJa*B3{&v{a z76|*hUFTnGR*297Z`xmDIJ;eKq2QM181b1dl1HB5ofoCweXOGE98+W7XtFUV|5-Ib zNhE7z$bsQ`k^4>PV3atasISUx39ZNe!T1#q6KbsnoZy;sxM0fcsf*xUlYX~bnUi7H z&5b3q^6A-BY zF?;(PHS!IS>~MzPSfmLiT2a?8xg2@r?R)7mqPrW2siNC0C288|whSJRNCT^~REm~1 zJjo~4IvW^m4;)9@n0oJAiuDC08C|8HHo4|9d8m1ZOLk4v_4$c0Vtuv7-X)_iIG&Qg z^oy7hp4^n$N^v;uif?w+tK`0^39i}bH!-{mVt<9)Ni6WI9R`Nll2T=aSa?f{l}c7) zI-KPsdhxK06Q1Fx{^`NeAmUUDgQ#fp_D;{9qJc_+T$I!O42;=wQM&lyhdQp~1Y95W z6w5-|Nn6!hEd>8dzpaG#>kY}vMKwJ=yVr8-GZVXJ=Xsu6D^~YrUGmDLEegjF>${Zq z*HI>{9Gq0OVb#M$mlML}CVS`Geg3R_W=Hqb!C#%+!3B%hqQ7XTaeZuP8ODjFAvw`QHxtmvr^{hJ!^G<(*b1bW?`qSp-i=Az{ zx6Rgq>aE)}?QELe=e{k8_gDAxa9cMu9l{$SnhgfKkrU14JoaMv((_HM@oT8cxe*$S zj?J8vP9`$9KD|KS`j}knZaF`l$mU%wqIkRR%9VES)vqUf!rp1wh-?2+{xkfu9(Qi@ z_s)EyCx570gQKcTl1-wsI)&oMLuV96q-yqx6`LoLg3_|)80WJ^$~{}5JsND1JPx*j zpq7mkoLfGF03(u-?WtAf0(kD8s|UU4?+fLM!37WUkSmi<)x(imX_Ca!%&wK7AjgzL zk6yfAhTwlAS^_RFYE@0U3RD)c+^3r@*;KL)Q-!#=X>kzrqng$ zr+R*S`}yR=ud)s8Ax#SIJ6iQdX(iz3*qI#2+VA9_-H(>DV{%mV;Yjl4-MAd-@~ex= zWZI?;h>FXP6&#nZa8Si5QCg4QQ~j=jIooYyRK#xb1|0#fbC37!=Hpt|M=Oc%IHFQN zf;b#|;ac|7Id-oRwO)V~^9g!l;W&=J+>I=FlS%&``7oL3Uyn~vh_q0tnw`c@Q`6lg zvQ5<|dR?_|;J1dt=b)BirhnAtGiG)C@{}?ldmTVZnYP>aE|D(rPo412!tTc153gm> zFW2V?6;}G^l=mMMdsEa+KW_a1J03TQ{hotdL%eWdktLAZM{TQO#Esiuly;fZ5$?Hk%3 zOVP_vs-{Tu$f9)35s~EqpTK;%FV8T7faTWGb%A`)e zZbISMexA`{-DKaWwy>!?;L&x_$V(;Q+|nYi(H@^tl|NPXxSDxy(eTES-C1la-{>Pp zlX@E|4&rr+xmn0?FvKXM&_l^QO+BQb<+g0^yk|k+wSLqc2eRw+$lKmLZawHb9IOE& z`I>$Fqo$2ZyhcpVWs76>dB}j-f!AZ0bJK9^^cBwRQl#ay|Mq`|z5RJ~nq1ee-EpJrsl&wcGIXr`PLQM4KBV#~)yu?0#nO-yc#qLLC|W0hGYrSH?+ zo<-Qa!4cpJZa|G`Oes1-tfZ#rLIp&3y7UGRzRclv>*5+^3Z* z`KQsv66ms?*b~`@1Lw$z0__szB5IIwcs^vsbAoHNQuWf*tjy@_XfZ0ow@f+q#4Z%| z=MRc-UO1U2vHoQlXSdav1vIVAWc!B0;X>C?^cidIl~)%tYRpx?QSnm*rk6F`ztYB| zqe6duy^2d>+r7`QKM`OaXe$(Jjbzntx%Z*n+?_9Nl|JZxXdl_*#Di(L+s3|R{U(AP z|F`+IZxI*-J(3nC);Lgd)gqtaK*3x+PnpGH@*pMyrz(pcOYaV7iSjRtCp}|l883LNs0n}N|nf18obG#$Wk?+bWA{D2C^>KdZ$Yoqf#yt)w zb4M5@*K$AiuYK?4N2Hn{HhGTS-?>~bD-_h=^So5%o#yVaXw6Day%MHfi9lvCmkcHJ z_qmT>{pmTg%)N$$*AliW)*cgn?{jxBBW$adxmzw4KT<$- zET06u@5_QTq77_|XnyL{UR@H`I&KR&yrO(q$`f4kP7*wJ!{BsK8%q_nrCB2ekIfddjk%@Qf$|73L|Xl|vu=19t>`~8 zvE_MBvF>m%rl?iKzxo9&Mp#{Vb92owYZAlmJ0v2p=4g?p=JzWxbHr{U+3hCEm`i06 z=+*vBLz3L~$LvmpBt@kM|E3y?hJ^}`Ujwr3VP$5qGl6A%2UvB^1sC(RqGVh@8}Y7k zOZDJnJ_k0@NJgY&aVDE@N-SEc-?P5ECWCHLN~#u7-c)_*suEPwJ+if!pJt(aUo5@& zv+?@7{eyexlDlI+i)scZX$U1s)0aE%{Utd~)@}PIMiwd8kHvCpl!fPgig%dn$og8> zf^_bDiy`4SksMPGgqk(S6FBAGRh}tc-5_&zPEs9^piiAgwaeo3uo=)GR_9@GeOTDL za#>?I|k%Q$mrG8lBZ z6>zSE)jjMQpOPLAkWroQ#u#`WD&ydas!*MRJ7Mg`m_dcNG~(IKRy>jrjzISE{)Wl# zWD^!2Q%$(3uz1jBj~HzS`Q4SE+%4U|^fI_Vt>K%mmlSU%2{6YGM`lZ>n=`tCZ(Cl2 zyO$kH98*?T>_Z#7EnRD1UDBMngsUAhcgbr0&8kGGLS5Zd5|}+PN;;Y3L%$s;0xYRi zimHs#SX;{8?rNt9G%~zjy!Kl%gS6m?xzhQ!ihGlkDLeGU{h~4F(>sfADJM#s5NeRR z7WxilqYFAf&5mmBL1_h#<6%z+?&+#|Sk!m|o8Aj!2EJzAN6YDKqo-#U!C|UkE>pYF62z?zRn4EoI z%*H!QU~kX+T^4@zNo6@75*DJZ=6*HhPW^I+I%Gfn#^wGDP^K?n6g`eX?2>2+28T*H zc^r)M_hOCT4i)&D9`3SG1RTu9583srrD`0YQu+@r5fz^N#2nYLau2PS2(zVXjLv`k z$|GVvyIJTmys1Fwie^8o6cq0KK-5moFL1Al^mX>p}lM%W0{x+d*N0U zzZx+~aiK!GYiU}{jThT&Y5t0jm3vab)TV`vtQ|0mC95=p4Pv7b=O|?6UW`-O0)|=a2P+FWipw$`}ZJ$srN8OOji{(r4^7kIy7i2uf80gz@;>s zzbQN}tc0~F>~OA;Qh37g{_W4U|0Vv8AVL+A_sHGqy}IUr%kK_8l!o-+v`-n4;r<9V z@#JvGNg3WVN(4a4;@cpjuB*ED=dV*0J;8dDw#{X(Ont0$L4WwY ze)djoYPgp=V{Y&lrc|i*M+z1l!37}Ed*Pap#Azx_h$M}|i+wvGRf_D+I@jQov~|lP zuL(2P5Cm+koX$@RWGd!Rwwvx5&}`I{-}c>&)Z*#4cu+~4U?~HxWVC5WqQaW19h++%q;$jR*)a$r1s|q~W&M657eP57%Ecg{qiE z9s+PI_y{<5YaJiX*Jt)qe@kdHbj%fnZ)wyHk1p;d*2qk^aqi<6C@#|F;0|2g!KhHT zU-Wo#0GT$OdP=(1FY-%|HXgLnQs}K?1|6I1!@_0{uT;lM>^)5Hyz%d3GZwYSAo-U0 z3W~567}B)ax#C00_Y7}rUBSR;b3$26KN@~w$)&>2^BmF0;j9cO@G}Q7AlT};A4o)P zyFMmWUWXszO}q~{p<1{ucE*@f3AnfHs>n-)cLGhz%Zs!=4wwCmoGxWJ=N3q@oNjAW z7jOq-m26j=YOxI@x#-O?LA7MkY(!5EGo`)19u|yrdIrl>+oCa|(-Tp{llc`zcI%35j5EzL zP2J*HWLzuv7+yZ?KW+{>=%E6oEeXu|b(6Jkr$~uOS1;e`c!0*ggp3KsRrCqGA!NN7 zIXrG-Tvv!fSEhr1sADPtMH@Bh;bBY!fJ;GBUqC;tHALXuy!zT)56LEZ+=5zKoW3qD zeY#wB(8F?fmk4$@o2%LulkAEYBL~N6#Zv7};(kTfwzOU-kP}MDOGaG)Wt?;|EB7l> zHojlY7^1^Y={;8dxYrrLG>`+kx)9(D$ynl>YhzirVV~+$gF^Bp zNp3RICMWZ=yax7D;c~!3)$Im{g&m$e6WhN(&92TRORyFA_3V2-3b`V|*go9P*Wj+R z!^#_dn%<#d_9QBFpJi~l6g|jk>WeW-f-vG9T_RpI{yLQD0ZF9fPMd7u9&&Ckpj_kX z?!j%%GC7x3X{yh=!W&pjAG2MC6Ty8}`JJ6}M(e-g&DQh1uB`gB5{PrVEpIyKSem~a zF=FpqFBhFy2DD+%_0vu?Fi%{gK5kvjmdZL}KP7i;!v+?$WGcq||3}m*Wu}nqe|`%< z)gk<>R#+c~lU|2-g2yc^yXcD*1ZVehRzX?!Hg*z#VU(zz%aV&jMTeT(1KSI%$BZRq zNsX4rNGsA4{a&KY|Dnn&;!sElKsc2B` zT`rHmpJDR<_KQoAry4ZjA-P;$m7!j+Imz@LF{3^XT0hhCabeJO|GJk)%7`(Ef1ktt z4zUKDUb#A8*5CmYOn%(63nPnhf7-_oQ!QzX%pC`63|mH~ho|BWl7GA(&YrG%bD@RM z39~9l;XK?T47G_8b2K^3yV*GQDs=cMA?)M6@LwVvm{zk2Jm8VV|jmq1^wGIyoGyj=ehsb0ZNknMMr0Xo^WmrJtV}*F<#%fCqB+ldoW-kA zF84)1UF!j90;S}FcOCIY!szAxo@pCqVIQ0inQbl8b9)g71fJN<386)plwxeyBdMo$)V=&+cMXgf2Ryv||Yv9-FCq#{Y-z9|bgr zLrJ8M)^(_#@|8YtWo(&1vWu2s7af}awe$RJT6_;MeX!f^j( zuWty$QZP@|kK)c!f9g7%nL0s>UNJsz2z4u=ydF!SSLDN`NXt!3Kje+y!q_TZ@sm=D*V3NT? z?bmX*+q1yyGoa85y^6rs?r@HI%|i1xECJ3`uB^bb77M6v(a#mO(~UHPaTL)U;apeo z)T-rzR|m3)NH+;IgW!D<`TywBA|UriM?7Ur#*E`QtuLg>q$*u}mF zK+ha2(-SrUT$`=UjIaKobM7Yr3!HQ{?3)k118Dryw!>UxK$-9vpc@8ga3@1O`|CIX zTl?y}!6^ek(jqNsx=KWMxaTkxKOgR2UxAAum*oenfwVwS^RM0~;Uj_A}7aB0e(nU7W0T7_@oA zu$L5ZP4|sS@t6MPyu*2yp0EPc`*EsAN@UH>y^6!oa^ico1r8=M@6MHF5w1gyTfmHl z0}((UnR5TTdUd}Z773H!|E)%~-|mYQzq{D|)dc#gd%D);-AJeY;SNJ8rCztc1W+>j z0p)r;D6tm*9H^EBRI6CvR{=!Q`TZ`qTsq#c!f|#qQgi(1c<>M``rvdv$l4DS{5RDP zo&SRvZ>)_mk2^EHABH*o?ZSibDhR~>%>(`T- zoBWRFaI`d8YOF)2alPEzL`1`THU`f9k1@~~EF9xCOqezJ$ zAdRAclyoB@N~%c6AT1#!-Ho6ODH75sFe+U`4;@M~bazVkP~RTkbDndI_xt|-u8Zd{ zAC!S#?0c_!-D|Bqrj>7d$pumHYDp@VHyz9qchqfWnSd=$)c4I0W|BD`7Z-OYx~$c3 zpl}%I%~HYgLS%9M^d5wEsf>esp@iKXSDoDX#@!`;8@h_#LtYN^L@|{!XxDdtx0w}P& zjQ%}ZzMKGUFgxOQIxJfAtSz@wZ#uJ?RShhSlZmX&!4-qGn)>73Yfl5)ztu<1{^$px zAzQ;Q)>P}`DaZ>Bfp(6WnU&U~n~{9%7L zunAkYC7QK$y4oJ-quM0L0zM*O#9J>eFw7r{i?R~(+5}x3?@sNuC5&`2ITSnolqYB3t z9=A1{nP|OuHJV8&aaWgcoz@q7iN{d2U&@^;k)(Vp&igggrIa&7n-Im(N6w#2-NI=! zdu&a5uVU?^4Hq=V!yW2kNTNPnU2Xu0=Qfn%a?07hmM|WF;W|)AVqATzLLPKSKpEXJ zk%E!li~?2esvT)|K}+|7*^s#hcnsEH_M0YG!(77Aat`M#`R43B1FpHSoeoKYi&E+> zJiB0#jlX9X5sHwkd=&z`#E`PTDXxk$E=moDTd)$B@&UD~3D9PfdPvZPbbKSe zr8pmP|1mzj97ZbSeHQ4}AgN#Pw89>VL2jxCT@7Cc$vnKD(RAL`>DfSKuE9}9>Stxx zJ1+9NRLEiFhX%=P9A-LhOMP+~!F^Ib+n*@{FT!M@!YYzlNG@BQVFam?FEFVpr`DF_`A65x@1&EQR zW?b8>Hi7VG4ji%?+1$^bC^M5b*M5R-Y6;%l8kRw;wzvLy2=0{H!-F83pQ!^@7vDE- zdlkRk@6`eO2x?SYU17)Lc+SHBU<9;l5-50EDl54@5mpnqZ(ftd`9&Ca8g0?gWk$n0 zT4^%`Sj!@Ok}g+wlvMfVR}TN1Wd5%qyjSyE@%J$><|Dp+IkT;`D;w7s*k%dGy?j+9 zpa?T^TRy^-mvtpcxX zhS>|Tey$VU3mIePG!tbNJ+hw(ME7+342Wf8>FBE7{&<2faZADh_-^~oh#21eOW`@( zzNooD54A6r0%;*Vx;8Swl%2Zn(QtF16dOo3{qZ+^f_cbQ=V`^mSaE3?%(mNvR=X2a zAZKl3-;3eK=#ush#7o)Jz(E4P|>&F_AKazG9)lf22eHmyazT zhSVAKomB%GevDsyLmQse5aT$i4LQ~ez@w2#VD5I2ueG4|uL==y9SlIr1R+;mF4Ixxeu6}JMSgn(bMF>hxss{ysyOqJKU z(l(&!UFgv@-&fEmo+)oIS}ZgNXmREGl(Le@O!LbnxndLK_maPAMF_zwL^42osS0-M z>QJt}zu7>ZbawB>>Qo@>E8YA2_)`i%-N>)wxlcbzU33!$Dnm??nkx{Y4Q^h9T_MX) zrIX*n>`fT?qR+M1OiHvD0uv>IsoXmWvhwoW3eFZ2kNuo;)v>+{Nk4$PB#@-t1PLen zwf%HS$w8oenX-%gn7YNxENf=+*}5f~a|3{MT;Fu7sfKSLZ6!7fm#|`-+yMYOxR53O zxR;;(X`}=;&qdx2Ss%E( z0HS_~A=;mb?Iwot_=a^@(l&jS@gtmr+PRIVN-W1j$H-dy&GaFBty{1EP15|5V&FCY z(}&^M1}T!*Tx&jT?F^?Cy*25VUuq_|9ys<#!P4VJG1G2s8-w zw=NB!$v=+*EwUk*kZ=XiN!_^4Yu4dbFX~Q6Z6YTLg|ue?R|dv1kZ0UUk6EgvY``0# zZav$=)L%+o*8}2Qn!V5C-n~(l3PfxilA=Y#gv8Ytk>bKT&RunIS7u=B$OjIi%Sk}{ zh~5IKJ2vp9bsfnoD)uJWTI{!$fIJk}r1b&E8YscXJ9XoiNSNnW`oT(%A^&F_^Rue_ zQ*Ek=Fe*A=MPi+-LS5F9VYnaIq1Q4MB1Zj`pfQ9dTl%~sDIOU|)h&P_4*`apclt(a zP#xRoD3lz>iZ`kRp|a&Fvi^L%W&)Fa(s+@eOy@E^o$nVAHuU{_1WPK&Fez0B`b4+- zk-^QI8usPibu}Rabv0-E9fDDjerdF!6Gm&})f&<1YS{_dIMJIwKoyAqef55ufCB(e zH-KigWb?h{SmbQ;be@mE<|9&SkK>&thLCxX!7>$c{E$2t*s4CaPaIdp*|L|fd5dGf zqlaI48}US>P47hEYCZ8Jg|GUXMkXevLDMUCKW~THm}A0!y6%6?$boFCDjs81;1&Xg z43UQ-I}=VI#)q5r$~b>0D5vt{+ZRGuGUCWH$N{E2Qxn+l=?10fs%XiKBZ|ccY+=&zP@im09RPW>qj^Q8Sie&p##ba=i~~0_(I#Bq>>UUpn-O`0G=eE1-w)EMZP#m zmB4!9hK}(7-SzQ9J-O!40V^ym?`S>(7_lpes|kMJJpv?l4{~q~$dYp{$B>w;Dw7E! z-EYAE`~6Y&rc^PQcRMb-tYb_1Dt$_fHo{AYRqw9qje3PDM>qVfp%TYh!9Zs^Y|Fj1 z3Ga*Zbo6vBcy!+C)tqFpVjf6WuzH?SRqI+F)G37E1tk_C6Ub?U=7rvq>guVCl5gYr0)}z$XRJ) zI$!dP`x?M3X99SPN86I}K04iL3fEc5^l)qW8BEmUiH~fF8O=>FQ7)vN7~>gh7oBi7 z89Mme;cDp;n~kjHgcGFt5?#%)p_~sHOkjaFk}iexptz00m&#`!q*P(k742D3puOt} za@74Qb@7Wp*_f9mlc(^N_U)i(=gCkFuxab)%edojZ$2eidR@tJb;K5>fYy>UW>FoK z7Ngr3Y#_9tK;Hv&(=R3P=l?XrS)=r)U*3_raEPf4 zwveRWUDm(0IpK9CO25HTxU zPDa#qF}G#R%w)~B?qwp7(D(I`9`GC0-Rs7gz~9WBm;*xW9hH!XC%|3kGL}0O>>=i| z^W#e`TlKlk@{+gSpKqmqcM59X>M77i@DnIKeDe($?|P1EWlPoH)CfZnoW8M!=>K)! zf6QFoCX{ve)jllYoL-1>U~xZ{H~cCi+!EY@j^|!#10c@Er_CdoOTx7#?uGgn65Uco z-L`ag!ZM6tUXt~3g9(D$2#H%kV9DuN{rcrZByJ(qv<#FZ+kFsIUoAra9x<4Kt(Wm7 zN?gyL5Tg+NDoMeqL@LG0r3B5{%ge8tr93xly&2Qq`hnm;{mi5n4)rS%adVU7ZOtZq z_6g=kG&QW(K5G?iiJK2})hgI5;k5rXmo()TVdiYXV*K&d5Q&?fDmh8gOgi_xmlqHPmp@1fd(~eN-Jd327_BHX8!TXYZgNtvx98|I`@twhHB&>-68I!s z_i=%kUCk;8219LD=)O?P(4lCmVKrKUWh%Uh2c3H_OZwz76~<`*sK(L<#cpTC<~|aG zH!uu%F9dbs5j$oki1mNQ+P~Zvpew{({Dw)L+seeT!cJZ)nM*)X-)k2;aV5NYH*qG2 zZ#2{>(T#VLM?5L`!|*h0f4Yq%elXifYdZ6HMtFh zLpFhsyF0{;@*ShTz>=D6B5O$lGIN*zL6h%5t5Ej2acsEj6`-$7ZvmmXY!sDSD~Jsi z->YGUzrIA$byPXwcfD(7Qw&l>xwyUv^SIuo?@KYIMFn`d9Rmz$v0?;Fx7)lOWM;y< z%R}&bnT)FeR@G)xxO}Yw)GL4Cz(IB=BcW9o-UN6S_*<__Zr-?IJTVDO(*(mpGWh=j zlq%^TUsl%}e2ZX-0+DVqG!o<9Nu0LxkDiq~=F%RbqFM1K93TpHFO%=*;HFVFK-NDg zC5k>tlPABYy++(L3M{MwE;|`){)FGzo|o?V5<|t#^*}*$epz1|B+%Ld>k)`5Ogac~ zJEVQz8R>_xo@--O`T8^rV`&HW;~RiCdC>P7P<(QLmpTvS^C@;lZ<##H(YfbmP*eaM z+=fm5#DLdB%>iGLgGtZVh%7DvfoCoiC8Q68$Snk}?k)o7u=0i7+n3YxYXHYU(hY9V zMD>Noq?;kCR*cvv5|0TN=FA>(Jw>{_l-F(OxRZUgB;4j&u1)C z&z`%mS63?j!UGsl0F^|TH{N#^^N-ReydgSjQswiBEo_3 zWdGyp%{;YitHF(bflA3va$g?F;evi!CD1eyOx%}Ii7%yA2=t@2m|zp zA>|G6+A~4dYZ69FwinGotz}7Q&+)-E$542bP!+1Q5ySIU``7l-b-HW#)D{zY;O*G+KdUUM$+VX zU}Bc>UVvRw;*i?oCVf<;`EqTzuIBvDtJ80~Bk>nMR}>HC>L5$kMO}+s0XL#yEFOJb z0y~%4fP>fL*cFiImecVLqn$PQv-#fD;f=oj^l_bIwBMb;m?!;mTUi9KppMxRF-+2B z+$EDVW^VaFli+@^yShu_VA>vKJdhh98AC*Ul%A9Np+oBZ*;R})H$dN_1T+?-JW@Le zE-Rf{7RZ)hDrgKttmQS9mKu(1nmRSd>3`V71!)#$)r>ci=8PiU)@kMDOTE+^42Rcn z?S$8=&Iw|Z_t^tqITAUD)|)axgXWW{0`}_B&|ZxK*Ye-Zt%Q`AOU6t?z`)CNmB-cu z`1_shqp{GPL3E^+$<-PA)lpW3817D8r+-+-SJH1p)Po9um%0mKK9scRAALay z&TBqsTulfiYao9JEw%l!0*~b|ktmy9@CnS#S6c#GsyKaJv-WEW|J-He`i}&5i`|{LtkJx+to|EXZk%>y zh5p=cT<5uJ-V*7-jzEpQz;l5wA$n>xE!LuIm!jqc-MFqMp_4hL+y#dGU;1aC=&Mvz znJ(v)sD0b2c`b%N7bPFo9GU??c9$N(ESwpN$dFGEewM?0`|`&K&N=rS6U>Y);RFxH zNE=6N&aYOt^_5u5X}&p>PI4NQfl^!y_ekpN=}$JxQU;uf2Eguv><~KW%%~o5R)!WD=GB@v`pgN5iq|R-{_NgxEpn7hzwT z%^u_1iOVMl+I^+wBAu<0xH>zK2jEJ~0{g$`^S}1VUKcUb`oZ5J0@vg?cOs=+ z$Qph}Gqm*XT;Evadu>w6h?8>L?n>h-{UYR@Xb<;#rR+;FVxf`&QE$TOEYEAzcc%wu z2%pr2-<%295J>Iuap_Wt9YKG{vJw8X4a0oJ>kfVB3;OG5F7xm10w&rmcFqKB;i_E-)!n<+XSaTDl#M{c*g)fi-+Dj`LkKpDLrPhQcU0 zQZmh>P^rjSdcT{53M!VT`Y|H3Ki@%MK`5!58)*XVs9=7&m-AyRiv78JHu4QN>AZ+bUx zJ-eBzvPAX)ZFg~B*PYzS(o9#x*Vp&l-DA|pyGB~%AC4qVoC;c-@z}*_<)nFQ85UX;nbbK{UGhHIIBiHZ z>zm6pO^yYBLoM?)Wy79GvWUe#QFaQQ300)xZK_*$d73bJsbmdMru$%O(7H&R zXQcFQw9#tg!_#{VxHnA6ap}Fa=EyLL> zd$@%B*>MKdIx%AEPgjbCq%U1#WBB%M&R~AL^=t3us2PhIwNh-+9j!=qAyyLR_zu0c zLnoQ{eNWj09BH3j6q%d;25^h_YI^%V_FxeK zwec6aBrT_rHjjfNo>H;ssO9>V*!O%;t0FU`joQ)j`{6NRyF-D9&^LsG&|@cAr>4}V zjFU7!CqGowNZA#h^tcjh$WG9`;^v6-z%BO$rF}cyxRxWUh&!5^N-GuF(XN7>E1jwt z>T#sAk1S4(6*k)DnbQV6hgf4bZ&$Ad#)PvT#n}V(kUAaLU*>X{A`K9;IiXtD7m#Y(!HjH_i@VB~cg(gCYQ(dA6`zuh2M*_$1Z;1s$S-ZzFuo1Avj5VM zb>AMCgf>?;3kSN|=4302+@N1`REjxf@8XVVt>!;_>oJ5)4-HQ{e@^ubyYL&eJ+BW_ zHPU)F^WCgW%gqMj&|5X64IKfRP^KV8{xH8XE6%k~u9UL7o5YU$O z>^w?%QzT5wdBSq{t?5aYBaPCn?!pU0rQH!OM;-J6oI?FP|DMy(7yXKglhJDP zfD{x@T;9di@H|8!YS|6$ZZFg~_v>YQp7Hvok~A-i z2%{f%Xb*IPF5L5XrElfl91j;(JFd~buyT=?Y$Ky&2j^U4qJm|mh(qa8FyCfHL(J;D zU4{T0wbXhJs$7|S>}s-p^MabCo5jp-7d(pm*|>fE3#N+gUTsveKkFbmpaf^-8R-yD ztOr*MKYv2+MXFKx2ig`DGeKMHUT_$`pO#O3qLVXX>$obbBi@0Ei;z(?%6`=RmGq!W zC57fdZ!+%wr~Vyu!*vgZq1CP2tGlS7Z6W;z!R;^bQH7J7(Q+rY9TA<0++e(2Ik-E% zL(tTp7pjo-OjRXiY?Z+5(~q9f)mJt6L!xoPN1b{LYUh;TfuwYuY(m0!bMjbITZ;~j z2aQf%Z!G2)Hx50#B|O4Bwxqt4f^WGquvxe@r3_bq$E_E+1TR-K>QBXyLnUH+kCFR7 zripQCK97Kbnvsj+_@|K6lT8mJg=<=+@;3Yxdy_6EM|O$kN63S$kTjQ7cXOSCrEy8( zN%2ZI6A}{_o9g}c6iYJ>%hKr$px-Vu&2l$FqlPxq&h5GgQ(4c`FQ8+i+Ksert6};h zMVXm(>XsoQ=r09hUbv~TmQXq%2hwg7v>#+@Pw~M&mMUHEZBJ{Yp}BlRKjCA%)sCx4 zr!-E{mxk5#>HgwlQ*Elabc>@v8=l|RfoIiwdX65DTsAnFLSU)BF4buQk7cYl>h0eZ zgpoYUZ|6L!s>Pb6fZJ3A2iaKr6U-*e^<0HMxb<4Kls&g*xlm0;6p=TC&DSdT>bYCF zQGqAd6jNAay4rbq)ftZV+ZkNG{@A;$pZuCs)+oWruu)D%kbnvnI9@w}w0wIr^1(#c zs%D})dSL;Tc)SI19)J4l59XM;B%en&qz7Y-1e5jh!&PwXlanCe2vK>>Y)}KnUU1-1 z!GK{b$(Nq1vg9&}0;J$u5A9fAX*e5bhPJ)?0VdvI^4OO~Ms;$vd~>6}6lf zQc*y-IJVH?=)tSm$`B%aS3&G(ETLOqRQu_8jfESz#pUzJ($y>BPqfi1TcN}Z8R&T# zu^9V-7g2OF7d)1E38<7-rfMfzO5Lm z>E_CT;H@kFRlz|iV|uLf(a$XR-4eK$l$|F{VnBbn0LI1-#11D2P$1PQz6dS?dTJ9t za>EBQlvYys&By4z$~0WIV%q196R(|u4P#8wY@6u(Qvj=BXabLqWCPt^L9d2s>VQ$A zhzJXSN)Fx9Bhf0Dcfh7n5Sn?f+=UrCiyjQLr+rC_VXhCTXl5(BLld0olACuM zO))1GnmZLNl!gfyD{+nMOFW#uWdf396m)w>CpX=825!Aph9fV}T`5$Bnin1(NgfOw zi!87DFExuDPl?$Vtiahp8o!f<+jdWWE7YJAsV`Cdo7a6!srdS*b&o-IZtB!(%!Lx?b6&U!&VQ1?3Ci%pi^zh```2eWma5JX$nOr@C{bk1f_TBib6J3hei>)(nBU3^)d11*C~(kO z6g>oJsuggH=JkDFgBL`HS}E|08jNrmS9`BU9qxKKMbq9Vy4k|@1*+|LUGl0X_&5oJDIsbqXY(DwvarhN8$2aO-I?xkZx_B#& zP&@uaajMcE;-e2UJuE8y&YV82zdp5@cyh=O)z$`Yb3qe5te|b(@81yTe@bpQGshy` zkgh*fq|av%l?-eZ9`k@0AH8}{RctxVrtRDA3)sm(NQCKQ2G!5f<0LHQq#%HD3xw;Z zVz_O)#KMx<7#19h+-=sHR5|vFf^C)DNv5`t*wMxV!}Cw$2w9rx`C&=3;5fFHzB|ah z$xPF!R!IVp_rc(>o-Kc|LptfPkK13#8xz4hoQu3AYB~r4;-Wy%T<_Jhve-i4jw-na zc`~S~Nqb&lSwx!q)kNk9FTwUo%1C-dhWhr9Fg2vy+sMQQa`ps(yw!K&^e znC~0gg8)K!BehFL&uhh_KtdkjlcTW{5zM4o->D&>j@&4YQ`-1?qn?Up0c1l@w84lv zrmb$wX)9NG3EXB2IOo=)ktVA7PO!rPQvGeO*>+&%{%2Id9u(-oL2fa4kk;-MlL0I- zwfj602rw~m$!I^6_yO<}n zQX2Ep$%^rm#-qL@j$oyH=G4?i=dN@|LDU$07kdS_^ViML*C)(Sda2q4{SCvuFNyja zUKZ`e2Jv<|HC@9yd=v48s354ojzY4WENf&z5>Ps`))2xq%5&9kJ3x{YYK`_R9$6!FIdr}_csV^ zm4jmn3QG(!`V@H@1(TcETUC2@YKd;#hgGqvlHxsA=ySI?H~>tnXowxiAyfeW+D@yU zl&??>ykc7L76#14+lO?>>N$xGTUi z-*?s&Uu4iPG&sZyTovXn)aTI_&a_F%M3Fgf=YJV%%@7dn>RWr`(p~S7O?1CO1j`?> zw>pg&vbc`U9lQA7y@sc_9o8r0b8hOZgu9%k2(yNYg2{$$BAuX=`o&am!9vU6wGz0z z->iN7E^&~|>p=lHTPJI~t^*95b18)M>e&tM3|S`5?Lf!Ss!LlClpaz))!;C`&a`09<@%VDaez$D z_2br~k(lT^bC8Mv|qSTpdyP->kc{u`ozm|T&=&tkk zMGRoCXjPS^VatX@j#8$TA*#noAv9J51&~nsV*YW@a~tQ*wuv76aBW9GQuKsg7Jxd+ zA!fpz(7V6uak9&_q6D@<5Tf?j$f$j1fWk^?4qZV?aS{vvm~;{bF1}Su7!?v_k@S=Ag2knER9T8m}hIJbxX# z3qqqGYl1DU(8RB)T^dA(%wJI3Jd*UV6t(nN?u~NC+_jq8y`i`M#J(?tFLHS&q~R^A zZMuMaq^zlL;qPaiTfvW@J(=@3Hqx+Z%+B55)_^DR){GTb>Tc?UxqhVi74s%N@%nOM#e{dyxb@pr zTC8&QT$1$OK`6Fdew&~vOSh?5?~)t#v&Z?*==zq1-`bghb4A;eyBK55?&cz`Kf1R2 zYRD9mdQCpiXfe(BzSynzLZ8^!UQkqYlMot8Kv66a`(yA(3%iS*n8+?yQ)( ziJ`G$duISsx-b~zp^5C)>t9Qh{5vcO#6xQh+kjuc4i>A9^%b&h92!?LGHrBMRDf{j zdhPr{$Le8|jOaVd?_yh<50`hpr6z{Q#2){$w7~}{`&Hezp2u4DBX55pELY`j0zSH8 z)y*>QmZp8Iw>e^fk+o>pdIVodHL=kx+rD4dpP-^0Q`HB}@>@%H^tsXGe7ztvueHn_ ze(u)?4ANIf$F8{;aP!>>04qCft^Xo8K@k(uE^a9+X3z(ZXgay1t6P` z716I}(n#eXzkan@tI=<%`R`ylVYokCI>!;{dFPa=9ml<{(y5|;LGB?d0J)oWQm*cl z0&%=yCHNR#(5!hV>RJJmj!+Cy(NE7tI#YWHS6hQQq!R9(9Pt&?XelA^9&IdPS`H8} z>_h2kzc|O7p7CxnF0*J~qx9z< zUv92;VH>Ro(rVO$L9h!YNXDl|YA|ctPrki1n>3r`gD)GUY5j1}aViMKjgm((lPkRr zR1EVkEs6N=S0cc%4p*xOKu^@~Uc7XG z!O2w4^T`5xKXLLLohnQkpyq9Bh$FB%rGQ}<+j9_KZqg<&Cl3IsM?jBni15Y(#M|9< zb}WSP2-*n@RE_3<&Kl8jw>brTE6<5w+%uaXwO>0(anGu0+JA6oj5;Ujy&-^MLuUc- z%vI&z#@&vpJiMuWou!z*IH1Q6m%aRz^KxOI^_yPz_8f=}y^at#=+TC@VDM%7_F)Vp zmi|m2A+vX?`b?HzM16UIn%yU~gyCmlDtpLh7rK;xFu!t_%-BEofz0?!Me+&lx4RT?mW8_MY zf?TS>Y~6kT=oKB**ThP@r2i5HOV4D2B`5)!FR3|*(z_!yt-oa*!BjvL(Q_pVYuc5t zYw5V)xaj&V;9U}q2i1K)(7kn1%ZcKTg=qbAAzIa*6w^G*PvuZ)bj zfcaBmB+X0~8z*bE1n_>@V$gjTtZXBOt($|kx0>7CR&1OidZUnAsaILXvykY;Lp!4H znYj%V3!s-!0BT>iblk`6-f5t#VdxupnVyLj>{Zg%czvnjnO%>{<|RZw8|IL^)Ub?8 zftjVbF&sYzG239IC}``_9I?y_AWU<>P|(W+j=NT~Hz8nz;*^ztuxcRRM07jeHQVE5 z89?*EG8@*5J`w%Ga)9e(wDWqb{f#s|Ee7XGo!hrbYG^L~*ODnY#+j~ziK_uS^>;i~&?S!RSek#POj5@XO3Ik3DD1hlku)m0_RAl9_b zm{mdGc(VcTfR!owS~V1`F25x?%`sP*@>O_!@zeyK0?fUUSPX1E%>_WOH0#Ns8dcBl zv6G+31GjU-+kFMeH`AkLN@@5}qUr(Zz!qcb8Ro~lPEHi>(u_(8; zL7#PP;$=nx>{bn;$i0Pr9=6V-hkAuy1~&So^y9Ey6NE;HHLXPY{%Rutg3c+ z=0qJ*#XZ6U1xJq9(nL4xOsxotAaOA+0fmWu%j((40&VR{w?I}zMetVj86t}NVnQFd zk7B?ctO2!-ZNI-{rxz2{OV<4dFByoIMRYO-=P(`Hy(Aj1t5nQXt^!EDEEN(RgL9L6 zR}Z%2LS?$RyC`R)_@$4m@4-35-b#OsfTj!BUi^eo``6!^sAixp{qf}dAQ;Tz7ii?| z9<==7Cu$+THpDeV^R;8CAKUE2YE`nri&YhMoEhWo^2qO zo=PwstRs4JFuJ|5Vwa&tFlCa*)xz!2*Lb z&AmPcNKV zlM`1k1!d5>nHA-C-6DFmvj|hz76VuJG|rdP{q_!}k$JtP$df+9)wS&50T?Y5sMz6& zE95L6BemW418M94m3Yi>1P=XbKdXo>vTW{y$J>-B)1L=;v_kxN*Ntx`faEqlqNeM? z!o3sf5z^icFp4IZYG-|}HJ4n7r
i2_VV2WJQ{iu0pm%KtHpf<;eLJu*k;CsF;BX=!TfzL3Z@PtN zw!l7V7T=Z5PK3pKLf;W|yptc1U&5$0lnt|@bor6Xq&hFHPVPZ~Qs8?Y12}zaj|L;x zOfN^t-(Qx;Sf8l#mH~;&q{=AGPh<`dts>ETsWt9*JAn6`JJ4e-?0&MJ2bdjB9D5up z+eZQBZn+v?FFH*6LS6=o9q*OfaUzuNI})3N>Z}AdQyF&}G5X?IyWVG;tDSw|m>W(i z>n1vr>hsrH8Ydn9rxu&>1tzV6#;6ra!N5)V5a!}7od_t{F#?xofMKfOMTFSD1lZj& z;MHxd1M}?i4cT^OvE7pP8G)c4I}l@_uBCGA+Tl)7W$RHtP~@Ws+}C_4uQse}EfXj1 zNr_V0ka`(pXdZl5Lw1!K6eH{2a`q9;J_qnVa|!LlHEfrjiO>kh%)r1THa^j*B{)sn z?=Kajm{+dl51va$Au7;ZXJ*y2^~~^oEix#i2)yq^9#CHyBK#n7E=K8BB)ghWKvXJc z>;-rl0P@vz#N`J#tETlVbeQG`U@~0;Jg32}Tt&wNiV>>{yqsJZ@gtLJIlw_$`-eZV z-&G9u+xYs~@dQIIYWbOCs_M!vc>WPS`R=Pm7(#HaV;xYNfcSx=!a zB2+ex2KC%QqQao+fMX?ws>4im+TAjmV5Dc&h2!*$VG*Y5MMSJMh~nKL09+FEhK$V) z%)AGa`|ysAFzg7vLG1p@wwrEGL2@5YVxwt`%~nYXyOwLOxvP~t!*9!N5%iRyto#^a zkP;!KewD?G4K!xGFX3UYWZrCo$qD=?EF`U#`4=qAVFj>o3h3*NM`!(M>v&O&wkA}@ zF2uTz3LyO->nloQdY9D2+};WjH3b&b+c!e4Se7oNZ2@4r(7zs z^+0{&t;9;RJ&u+Z)GEpzMOql?#Lf&snsaShYV2ump%D5JhKbU2n3akLD&G`DjN;ou9;%s!Z{^w_m< zHcrQOIxu&+uV$-n_xc*HdwLqW7;knr6(gOlEDYPU$E!KBV%X)pir{*Y&X3!Ra+D!w zOj1}^jCzq>FK_f|0~EGzcqF;{kTjSRfhoipE+s)J_C+>;3(%eoHSbYTYfUza>k}T> z#CU$Kt4aYgIoIPig4GUr@~PgfBW4FwifI+U*3}9v2HPN#w?GSTzf`c7Wii$l*S%26 zPn!G++l^@NXw6^DOi@XWt;E26%*0g!K^o5YYu}zk;q|!k7F3v=tEN!>Imt38%nxD- zgpbxim%4;2fR(KNkd&{+1GLpP{8you^p}i<7jg$AiUG=+A$g+ES*)aT1x0~@D<$+A^sECL+XJG-UHzT$=el=rmYPpS{o5CLx@9}ztdozAce+X@$7L4COT zl-FfRNd)My>Bq!aRsFVy^jIu}&(I_JR^~`oYuQy9-M7=VTcLKfdt=ATW7gjeR?67x zYcJ7L!ZH&&Cv`8cuX$nyR41d$GA&DBWb}b|z#yFRmGn_@*1*fbOm>9|GHu~1T8WCV z0*gNB+mvnro~&`#m)5Dq9-yZ+e}i;78$@K=5oT85d$V5HR@!+Gae8j@l?!{h-nT(C zKP+?#4C@p?q=yHRS5yqJfnDHH3~S_Go%7f&8#B)|gOQjLg-Vry-w`^bJY|R`YLhl5 zhRT298M6b(cP^AQ;r755yLXXsMKE4pR55Zt*m2Bq$zDM?wcy!0iSEs9YKhYt8Ds4l2`Y!X8hs~AKl0@DOI~|60+GhKK@Nz$= zK+IX^--g^`1xK_9fJm3}YXdVf`kFl=i&lr96Dj%ovu$S`%+r2t8O= zpXkBnTTbL#ouanLjpxD2NX{I})p8@((3eGv9M;|~7b@hZ)*W~N&8S=A&SuEu8k_?- z?|zx~BJpoc1hJA%w_0A%&LjH%1=1C%`JRlA*9Sus&tgV-kwp?nfZCY63ud*fA9ilyadk&_?i(turmdlxmA&*=&j$1CYa)LNJFj;u?;fGFOeV>h@3Cn`)w=6 zFjwL_FE9PN>i*{+$wzyJn%5j^D*X99RkFMue=uwq#Qn5N7IBfpR^<1V(o=jJ5Qd8< z*k^v{{IDVNpTWq2 z%CkYEFO1YF?S@d5ZFt|zW@)lXgl{9{bkrF?YhkZwuyN=U?YhIE74{(I*svG2pI93( z8J2h_>>)bWdz>P3D?~5|*{sK*!#SUtM6~lA-?>+jYP*EDbP+Rr!LOFuK!}fd@kq&ki4ep`*d4;Go&i6Fk z)kwR<@|_GIaTQ}VaT96jCse>S;*+OAW=~*&tEa#(9`O6*$+OtNCkVh_EZ|q@E6hLd z!cKpE_Rnh=)yIM#6$Qn`fxn7|_QuB64xelsRj_}|0ZmPsDXBTCNlS4W+E~%)8`&5b z)45pLK2~|c?ZOFMS{Xa)lekz}T03yM@R0sdf)luY{Fb+Z&m1DhP@EPj%ow9@0;aj<%fi^v=%Cbk0n4Huk3U3>+LB^dA`M z85wDT60{Dk){govwAK!9|Ix@l+YvH$Ftj(bbu_cFCV6aE-@pds$U{o{*wMd!{_&i~ zE@uDk$=cz6UJH0Z`o}x;40Ipp|J627mHY8qPB}9dV@q`*Gb=zmKp(s;930$#l>d)A z|L*ZmHP!xIlYx<$;m=k7bnEX`l^u-j1#PT=J{@`gJv9GQ`Oi21ry@7~W;eA?0u59_B?g)$F4~gQag9= z;{K1cYw$y|dK$$62gQ39mKuduVxM7u_qlzCk&=|O>8y`K_7sccHy;e7cd);`N#Zku z`SrUBmlusR3>p7_|C}1F^8Dr&P^E^PUluZhW#sysK72%EKa*;HYlTDn-Ftk6z`m~> zPaqli@&qaRzkQh9U^0D3Y#;6}B!kch3zd}>6i90qy&9X2`>C<8uoTEW?{BXd4ST}P z&4h)889lEZul8yev#n+!$4h?bh4!mG5nq1%kOD0+K@p+2Yk7KYIFp zW(p1tD9ZATb8jI1cX0tS9P|HNV5AKiSFW^QlepT-%b*#^@Ved_ZSizpBV12@N@RAK zX4`?}>o!rQOHbc?st|9vwzih5su2&nnw6C$aDP_jU9f2ib`?osHY4S6KaVRereWH# z>m{Us=1MD0_7XURzdmq;$wUL2&+H5`*<9?;!#RC?A++f0=NC^4zH<4!I?2FF#q5>T zF2ttVw5YG0y_i{A8~-MXp3G<*s;C`lhEcxXa%0Ujj6m!`lC)6pjC<-sI@7y%BEs!Z zT24-lbU{nM!-;waQzUeBRRc9ACkPoC+2%@usLS^n>v@epbYdOaX6J*2eogC>^+5$W zIg+}-=vv$54s+MnAOE|414=9d`(rCh4P~!pQs>LlXYk+qC^9S)UNag6A5;0Y1+q-s zq9&DwuuPnahMDD~@6w518uVfB~TrK-P@_y_go@R^5((O@gHNPi_?dTB3|2o?qzx-SVD<#XS{k5)6 z?VWTA88ADlQ%J9S@NLF4^aSUV=s4X@Kb`n(<#FmsLxjU{`b;xCbF=7LZ|&2Kh+40= zsmVWQg6UgtN5e0ie6^(}OSLu0@te*_CO#^qebD#4{`KouKKH(k2bk4)cd9~yr|EaL zi{vRr{=3RISOT*H^sO{sC}hti_53!HO+V+eeELap@(gpBi63KNVBkw#9lPDd2f>yI ze73?GXmlhcxB=Bui0H!MVkZQfB84l1ROf(<(|KP@z1BMY+T;FeL#&Wdc>-$UtS@K0 zj{Dn*^a|GZ`gBWC8}lvRZ|vKn)y+UsbE~}4N_j2*I~(^Iwm2^=7Uj47M1MYj-RxWE zqF(>KMo7ZEn5L=t5c}KZz=MK6X3$yXhxl*xJOQw@>IV8`zkQBN84_kDCg{c7|D_Q! zxriq`(}i#JVSn4qSojlRNXn6c^>2liFG8|JsyPd>T1$6cD46)E`)1|QCII#rKAYMd z#Xftfjy3iR*30PY?S|N9@++*PBWbMT#ju?Q%Bp+Mc;R(dX_;GE)i10bgPOPy$IYMZ zlj}P)i_vcc0ee8Ubf&7LBqk>(*S2$4q%zg$Y{PLe=P*ve%sf_^N~=*F9ZATgkxM8Z zGv5IEqTd-f-sh>BLGUvui}b;3b{i@K5&o+PZjTdTEZLyl({)Xw(gK9^z%Z z?ypSi@6Kn}a#O7fLA9hB6yht*rV@SqgbG(vsx_s<&Aye?@M3CF6O|j_iyUL2V)xip z*OV8Mj;&4#F{)&C_?3mfP?34xd-%hPB+|BCk%i!mYWsEwPx-Rza;&pd6ST6`@UJB>LUQJP8HMZCEWVS-s zYx1C_4ck;#7p)Jp0RaJ=g+q~VMZ%-k2UAtChiqD|OvdlaTJQ17A$hVHbQCQ=3=0Rea`ug zLqt@n(+{lUaW&J^)7v?@+1Xtq*D56%;sXh^YeQTIjz65U-^qZv)m;@Fw?>6oEvJ6! zHDcOHQ6Nc6$3_Q#$grZ}tqRJHd`%jENX97it$&npnrR(mrm=)I87uhBcrrgRr>RaU zRxr!6bdt`nt0FzSvQ8?*66~7NYFi&lKb!I{b1zl$i+6am)gs@4@`uyfv@f(^NWHG0 z-j`$Kz6bMqp$yk*G9FM&oEEdN@zEsC#Wm0Hk>xxfgV6?%h3m~;Ejb&TYH8y>=dk6| z=D^Qi($WZia_&*NpN*>;1I~$px;kYP&w0|E+fE6picyg)ol_IWLpQE&{xBdS%PJl~ zJAD@&hkwdlFPSB7uyDUSvcc?HTUjv}{`Faxm{JR7!A?c&Z#roKGcLs16uwOUmWD3S=V`T(bi%sr58(L=EXFv_oaJ?gr8djY9x{_;T}if-I* zkc3Ag$mdr35CBhvf`UUM*UiAQxg12S0x8z2S0J&Tcbc`5&^jz$yyGM#6>z=gCwNa! zpBTk=uf}`z3p*Zefgyh<$uLqLI(le-y_TrkFHVu3t+QfXw+vrZC`#liRDQGF6@sly zkOWx#?`C=F>tDVH7Wft%EEu^I?ZtiF*bv_m78O5LzazWLL>E5R_BFOO2>(u zLV0f$277n&&{d#yI|PH|zJW)%m`?sNCKD?*_C1^~UE~g`v8nJy<>{YnrP2P9k+`lF72n@>k{3HvRx>I{ zuZHCYC&G{6^0HP5^6YllB;@a#5^2bVnN`v1?f{`ngxwx);{WBsj*E_>M}Sm@YBv z@_i>$SCWT13l{r{EOn6lQtXLyr}(sLMg~#TceQkXOr5)2eIN zsmvY08*J`Hu-i7}S=#EwO1!F0Om|qs&38nnVdBxlxt(*s1W?|b}&V9Z4ZTq6PK*mKnf|yU|uHxwxpfCl7N z`2#(x>(6Fc!@M`e+v_PT7O)2RzVx1QudP~kuY(r%A8t4JDy`=^m9Yd4>+DvIhQU0M ztJcu)(4IRi!ac0BMVD37mlvl{S(Ix(J<~A0i?3{SGOHVox~q!}+>P%aHZr`a8a=O$ zH|jlCLMS{6Qe6M$b8iRpmzy>xsrch+OPNkLxmH~-5!i`2Ag6PJV#C9q574;OKYD8M zZ2^gMFR4}XJzQN~w*v@PCPs54#~r1b-(l;Ryg6Mqu9Z$@HE+Ps@oEm3)Nz+?{@I4V zelpCLDF00)dFQgLySwk}N55Zyeyh+AB}oJvu14`uy}=X!qp2Nyci<$@nef!crY55i zLej}BNzJG7`+_|NvaObc6(r*x@?Fh}yHNY}RVH>eC&Yys0h6}aLQ>F(2^PZ;&-6$A zGb3GfABH_fSqZj-#D2!a_wv?=%5|mRe>fLc^`&=?Irg49d&P!w$;2EcPf~NemEF(X zrJJqP?RPdVtcy;dI}jm*#RuD$liTZwVhSP(1~WHp9ygE`I(WBqXf~*|@5eg0Q~RKv z`9s9*i-#8NBjY*A;DzhC{e01oQ(g)BV+dNFcHB+W!+CnrbZ)6MfGF1(__-hj6ipA@u#W55YZb|*E<U%J_8T1qtRXBd2Y+r^YWWF+zp`t2 zv_W**(`|N}b{*v1I|_xa0Zx8gT-=MKJ;lR~`m+K96Vku#p!1nv#<`~tV`24C=#M!8 z)!L_*;~cz0Y<~h~b<)4PK06+jq%Sbq+k1lkq)7~&h%KI%zaJ&wSvTG*!0-r*b%=Wu(&Cw>6AhUF1 zHt(-O75VM+yk&cNXZuR_xNjKc*lf3rRFL$S*DU{ zJNXKM$CQs3*j|BcT&@Eea3JXE5T*0DJ2ET2vWDC*rB4AfrPki|LY%-EQuvm7Hc7x$ zE*pAfTl}3a?z`)`qLm+N)CYfz&Q96s<7I=8=1X=Ync#$C983rZp7{G&5wMEN>~$0E z3WhUCR~Osh3&L7%o41Nrv!8u5W^7sik^BwTY_BHd@@w3iQJXGBD#@AcVKR%DffKP< z)Tj>6Fr$fL^(HZD=gcxo#DqlXfKg_u^aqhnzn5_obMUDEccO+@;KnU zltg0uIJ)J3UX3+e0)ESF@f}^Z5!eY8u$l~mOSsiQ%_?go0wny0o!16xsi=yg&2V{( zFmVC%hXQ`=m%!HleVO{{yr!6xlu`$GE=5P`ODH4gum|pn+k58_0r?N@`#82{LoA2W z+WWq&xg8^DNs?HLqokGR#x%Xiyck-iI_SEI4DNI@=Y>@$S~5fF;`KiG$VIo%gYKk$ zhW=pfdj~A_-|i#YTMaK3+{={NXjV^|!oHOamlz9&|IPK!$Av)~l^mSyMG43=jdZ6~ zp&v|IfRRTPz-!{bSbCbN>yH`rg#H=f()dK4EU~8v%mS%PU(li5)mmZ^GmY2YK11e!0bVQ)tfQ7y(ox5FBka8{W^;No z97yv}MlhfKJsn(U(ctjsL4;5*4T_3HLV9v)C$Y;s>YTQzC6epir@Z58EweRK-pe!d zCd5?s5rf!tEM0G+KBK}&5DGy;cVU!Cn`H6(9*&(UXZMf8g}lF^GK`cCg$MB+|3f!2 z30RGS8}F6K%k@#YYC;4>z;DQAF51a8Lyrr6P2=4+*-z!CYg|Hq?d#CZ4|^+zGCIE^ z3YH%=Ut+1W+s5!wJDWDm=*t%WlI{I)FF_Khnm~_FQpd;VGPE>^^z=29e_7wpEE{8% zMC}r<82q-`?rD?max=Wo(~i_egeYZ>JE<+oh$$aTsM=BLay42a)aGeda%ClB6<0n2 zRJA6;#J3wMm!|{UX?v`o-%CpJbld@B-1UB9Yo2G%D{&pbl!84#8~4P8}pR z?iHtaTruj^O$$Wpn5At&%|tfUzTCUmlW8nU^_nV;m+^4qSgN$=azYgq69h1p$m!Q% zu-Y3~+x_8Ng;!y$Qxob<^s{C5G7y)YXHML-nwOCRTCT&dv0Ob&DOq}k3(z%?1JuIY z@pM!)$Zk%)Xp+%5r}GET9cJncJ_#an6H9Llvy{>LnXq9) zxGh+It!;lzs1)FF>C1DtP$+&lfsoh0eG}AlC^i8Vw2N|uFS_YwisG9DL&naDs#jK+ zy=F{`?zfCFKlHc^Rb=~`wt0q{qCebQ&QupjRJIOV#Y?#S4VaR%fh`5L-?wg6Tc z>|1nRUUt#6c}GGkS{;ES#>`3G(W8Y(jKd}I)fQ^XCbn`+nA{1yXMQ_ntqYngRNC%k zU+J3W-nQ-ZCK6&D#fI`49647XZ1ur2z*rpUX++aMRb*j^XM`mk8>A3-x!B%0f)x!a zih#o+<`h*{uhwf$S=lN{Q@mLVWP2$P=B-`Kswu{{;GAyhlc+WpqD^kvW8lMM#n-6W z(NI5O+wt!CRC#8>azy~f9GQqVE-Dw9TSpk(W=Iv;QM;d~THVK#_yF4)9kfOE4 zBbH&q#wWCAMn+8&MF4-_4DmG>nml++M4@JZI{Ys8qad>bZYfENJ~lk}s>Um5cOt!R zDVUIYL}@R1ER)|>G7$P&j6*$Sz5#&af`0w}tz|@vi?(MAHs$RO zR&^=%M{CY~+s;2HTMXw}<|OqFEb`5Wo5mY$7I|xK7`-TZBMEnC-P3b!+|kYbit8>J zy&9TsFgx(}-yXJ2X}PY&@AqvJ;0Nnr$3A^l=#F-CGpAzVkNGzXaVGFJ<$EA5nUws9 zMfn!X3`P)hUO50FuNnJwca->UppfYBf9Qr+%qeHZb7B?#c~xGj2;eK@oYq%YrCTu= z3r%pl$f0IN0D$`?naPwY6OI0ebMv~SwBj5~=lCdV?KR11J5-k5cR$%0l>V@V^^(wP zH&PwEh1L2TmxRfpo}uQ$ToNg=T@e6I7$K9Z(mzp?R{ZI$l#R)!Z@aB_?)f(`koBO5M{Gt#Gv+V=Cbq zbHNTn9R2SuZe_HhhpVE3t8O06hGXqy0s5hNS84erVRsKBVv<`J0~B1(KDnbnI;HZHKw*>SS*Fm^=2bA(SzC9}>feuYxv5Pe0+qJego@I31PrEJf{j-Q+N* zyTpUCN`E)CCR>)g4h(w)=bI#sk}V_UAv!dA$)x=N?bjAq=Q!&U1Ml-fLP&ea1lO$A zb;{`1=1y+xtyN7A9X7<(dW|TrjlaYd&%VX%F}OGGLCeU5CeEm&CcmPhU96LlP}z^} z?`^5v^|R6^#u^on$abxlbUAy|nB2W+Zvw}{{?zYyPGHU0RJoYWvi;<2w`w>ADpfKA zit@Yk8RY)J@{&j$Jp3B0jyON1^i+q<2l>zox>8pLT5%01U)thWx47b8_d`v(N5rIw zZr^wAOI&Q{pOIGueQc}23g0f|$#c7_M@ZimOqsuQr4HICeK$P0>}K73=C}2?8FmgU zu=nLwvb{8u1#{|W=)8siusyF$0f!K-lT>bjW;|-1)A#v!s84cnUC*=(ZAj}0@=9%- zK5vOTp;_IVDIE%R=ZoKEY7jf!Y9>3s^-+jXCV_Lfk4~8*QSm%9iBfFfgTdcEc|@0- z%tDgYPKQ`%r>SJMrz(LU5lj3G@Tlxk*k@Y0sETqGA&9x1<3dkt%|-LZmGlHTE`;wv zJV85%4CKIe=Gx$*(ddH9rSAH`rV&+G&+qPj&Trw`ip^`G|LVqL{K8?UgjkB=ult#D z3Jfe_;)f*9<7Me~PQj@NbTB4;)1mK=RJMadyi;5o9!G~jC9j)2B@c)e)kCdDhg0K( zY}JlaWQC-0aD~3Wvg{7I$3c5Rxl{6M;twz?ipl9zz04g~CmWifpPJn-5`a)Z0ik62 zwjLf*H2)pel7nVz(=>4XCyj*lU1 ze-q`u;uZh<82=IlaPj{l4IfU-X&}Vt5jgrMRK8k*Bd?n3^)ru=EMb(bsS3l-7RDeJ zayi^pIb6_0weDGr_f)yQf|8OFvGg=#L``iLCjVncK^~au1Mr$iMnlPI283FF;fU+ll)TtEZ%)iPQDIV<90l zpM{ig18}kZxU#Caon1wt0}!BMbU(LDW-t`tpUD>|f7~5wdEcD@lf5hyKvup32%wpY zesA{=J%<$=j?`@>NA0nY&^)PR(#vo2EuJ?g($>0-y-hw^e#v?*V1A zxz#MXZT}4o0Re%RBhYWt=82%Qhv(yX27irFO<^D=eP^{@;=j5*86Iq9F4L+XwZzgf zl;t^#yAI>N$9w3fF8jXH9X9CbEkjC5`fKswz7}hse_&t@0R0kVd9S*Pw^J-iW0;26 z1)I};ZEOqx`}wye8a1&9L@xZ@Z&uw8n)8l39iA%Me`wwVcBjgA78AwtI;h(nmu`1w zlW?A#>q&-V)pWtWx?Wc~5O%hhH8xD=yXEM9WZhR(X zpKe@kq+-kVuy|})F0STy2RsCCE4xB$ZAgPIBO@b0Z#zu<x_i)Z*J9+ZU=e5jEhnPO^z`KtKjf_;m;g1$Qbjp~XUIBJ54@#Xlx(nOY zjeN9)g;)XJHlWr=z&Rd%*yXm-a<}K#SdJa5vH5-(ipQ78^E z{68U8z(5Cf-d&(e=2Gf}ET@CzMiV)tXHtzb!JXb@c+!@WLBH(rPp{L2=oOs;X{HcbPlr-q`6T z^S;xbYZWvVU_l@rh}=f%0Jxj-#ByjzNK6=giyG1$fL!Jmt5pann>x4h|KPd$^`(e; z8iX54S}?^=#*sfYpyns+bZ-qL-=wKN3(tyL%j>BtrGZm@^j_gUBVD zLx(?-d9y-z9@@e_6PIRFyu)^e_3X)JiA>`Sw2Elh!let~7Zg$9J-l08d<{s_=}s{O zO;_fw3Lhb8J4xs-A+iKm7}CnEg2cnyqvsg0q;KECJzzJQk5jG52XY^NKV;KuW^N*D zwEY*B0cttYS)8>=JA#4 zbiUg|KP=e8l_&B=X3*U2;MO|9(+(7brhXVqENtxfPr)@lhaCZCA2^rFZe99%P~J^c z2yV{Q6n&#zNZM*BiIjn`A5~XjTd~IrHq8HHoMbM-6y5WgqT3fu;Yb$z{` zB)-6PF{=+c+nFq4c4=t=VCepDgZs5Fy~Wx%6A{%^ixu-^>;bJzR=m91%YgJkaR_Zd zT{byTn{2+-(pg}1&RInoETykMGdlf<1_mgv#k~r<18ah`5!gJyJp{IMX&~g?{20QC z15s^^@y(ZxkCe)Idk_DFpP-m4*Y`6=d+5nTB}}`{J5eLtyWX%ODBd<8_{%Jt!bJS; zD33^rC@wB8(PnS+d;uF#&0o9KRxgiP)&~EAabf6eDC082&;tWtNa;gRpQ6$0`k;B= z9t9ODl+F9y8xV5(1K}!=|4*FY&t}<&qp6&rLM#jh;hmdpGo-*`aw1-`7hGLWek@*_@8obg8q>t(buXPoo&pb>C7EigSWWHFZd0+)D|XJ_lU zB4V&{$D@gL52>1Oj|Y^+gI#90;4p#eENdm+PHRowvk~svH3;r=>ikA+akefGTOYjd zJv<8|Wi9}^$}O!?tYBjq&I`5=rW!cPV^t6A4hPU*ner{_AyrHYGt$7LMS~0 z&!uUJLLg3Nz1Vv$|BI{X_IGQ-K5nBL>wXs{O6;;ZnQr*4O=~ z^vH;Z)uZ0YJsM0J7(ZR*iF978v@@ZCwGkgN#B0e`)7LHq^#}Ib$&uI9a_hXqI{mHNif-YK>|N*(Kp{Z5p-!Vp!1wYa|V5fXF#>M)x)ECWl+K(l_=ny zW_i@}quFZMflJeoml`Ysh#hL?BFX4IYu(BwjQ2;(iF zd{awiVUU4sSKDjtW9K=LyGmCz!LQz}BtmPDaO+RYmL3ZkFIMJ@Wp)7sZ z=+9dr{#9~}=&h`_phTqGoMwPH5xPDiN?f9IezXE3`(!s9US9kldVR|*a4Q`Ex0GC! z;jDGRW*9q5Alr>}=ake}rw5CRa}1{d5t1oSG!w6>$-q1h4RBvoU3mg%({;YQ-TnN^ zXI`1X>il}A?4q7M7X}rdRjT}T7vNqO#rf$WMe#N5>Zg?4q;P*nEPG)K_l)pytfVIO zL8m5R*s|1IAbgoMN1|avE6bx|N!>rjsxyw)g#h){2Y%I!i;+pw?y9GV7Imt&=*!?b zfQ&gv(-IE&3>v%BSq3j^8c!4e!1k#-#Q#Bis4@s6uMeS1c@#{~pUCmYowqVgl`aez3uMKMfIJ$+5_NK+S*dLolc2MU29a<0T)4X9y162KK*;sq)Qb<) zMv4(VsDrm#1{kKQU@Mn`E~Ph3*(6Kd;`Gm>0I>F61IahZH-xfys_O|U-1X<~UQiN1 z*3&Z`Wiaf?e_y>!bjpI07x+D}Chl~`<`KXfLyvjRg=Ek`?OS@16-K9!g=87jmfMVb zNE%G3kP>CeL7|zJ#4&Ad8b)W>4NXmdZ=pOi%YJDXR?C^bk887M2LFn}+t-vs7yPow z>5zcGt>?s#1z{eTVO;Z)GFo!2e5*nB7|2T@^+tVIT7`0{j}Bfwfra23JqIk^$BAe$ z92r&%IZ89UkcABo%PTMS##ajT)0MeE@xmt&X>)khTJT6MP&c)@4$3XDw5uIBX@T5m z7Y^2GPG{~Nvx=w~V6K)9xyeIw-@3fX z^y3^IL{F86lgLC%DT?l}0MpOGK`pCrGjvnaD-p@co-z=%wMn~{se+Shx6?@+-R;^2 z-R(*quGCvk6xtqwem)h?$-%gD`D;r#ru-$bgIG5tT1XR&#qZMdJ8i z*O7PrqUGgXAM}dG4-~9=2thM&-o4-Vy_^l!C5el#(PsB{yP7{&)LgT* zl@14AbmJ5q1I|wWfkhf0U}xq*<9v;Fwv_?@xn%=e?#F8&S&E@ow*_(@DSVF7F0bmQ zYvnt7#I%-jr07*jCzp?E=m2(r@e$vx6TK>UXK)kZQ3328v=eVe`fx5hz#C3ZZtF#T zHLZ}#(ZKOLg~Yw->0bv`1{CF)gn*ef4lk~on$}5m(FLseVyU-Fdr<8sX}?;#T8pyW zy}Aw2)XOpEONZ7m(}$)zx^a`abhRrk5vPkrY^FwDmmRL%+A3_Q^4>kF?RITCt&DN> z`WT;$ar)?8Jzx5EQPKT$gx?ohskeWDv7BK*D}Cz={D$nkFQ8RJoRY3%`pEekFTPwG z{fxFO81|~7#Uk+ul>Ex@K*zG)!Zybhn-KFS04kb)9s^*!vuUYQ|HU8qH%P_*mK0+y z_`1LJZ%FE&N~AwFL7}Ej`MV|zN%><+7$R72B>u7t|9fLCNAXB{M^aJwU4frTh;l|2 zQr`w!e)kw-NC3bE@{N!GT><8I0Amyn`l+hy-~Ij->H-M>2w1wFanA1wM1%lD&K~BO z-QNo9e?{?69pL|8QT+c9h1DqwZLL~^RxQ5QvL#C?b1#(p!g-jR$oO{SdC%A#OE#TZAKF8V<7 z@l9r>Z3n*@5w0Ek;EiN0ApzET;(mtd235*=qEp@iy>|EwYUX=~#@)+H1tv|Q$uKgA zvaa~UGA2`Li)`#o8huGr>xiXOCq6~W2AD!+brJ(0dgeiEl!?=h*-n{*v+sse-*0)} z%QAWqE&d$L@%+yT`ShKw8qYN3heLBPgwHB%Tg4^MA+8N_Gg-C;rPlDZ(f zO zb41v3S-`Kf7$-nNr(#&0m-W@mpt1_&qu=6Ek+ii-F?tCnIXS?K6=Fu)-H0Q(f`l#+ zwt5hqAgW7KG1wqBGL$j6auxf2Pqc-U7GaSdiH9z(Db2Cq`@;MC8LW{#12fO-)mVsC zvVWY>cOUM_B;jlV>Z{b&BX>(l11`xRhdi+mA+fO4@RnES5|&()bF7QIVH@K5YLaHt z2MT>N5IOtA7Mh%!M9FpH0|_ai{5T52oNL1QrZB36xee}+16QAHD~4UVL5#ff-K0#? zMt91r0l1z!hYV(Xmv3E;?1EV{V9W5n^h$52!MA29V?~cz2QnH?dB%ihhr^#YZV_TWIr zjCiF$$)cyK60UaOE@wW~SlK4g{!Z-iDg=l0eR6Mal>SaE^0n$-GUM-^J?s$)607R; zGe=*tRvo=Lr|mIl(f?C}S;!tWSZ^o6hDi0@MYCH1Y>+S&{kQdsWvcyr3*MMb9Bp#% z19PM($%K7e8HE)oTiYa|uG-lA>~ktzAuVbUAr?_dX?lynb!1GOVXv6&r|j&qRO-wa zq@K9(i9#{#&QwanRqoDNGv7EIBe5dG(wNc9{ZiKOb1W{jgy=(dBxJOB2*qON1e=37 zidi|dG|lQkpd&{-=!??08Atc_D^n?BA?<*Av+bE}YMWt+_&oJ8CT069d4&F7d)nVh zQP3=-eeZUZw3MKc%7yIar>0n6=Csj@!L;!&jYsu2-ztEoRDJKN$=wHF#$^EE6**}* z;un@WIMK*YLOd@RA(@y+h2XJOo7kWEuzhp4--Pfy9g*d8+?5%7GS8+J2N{Hok{O2T z8@&=k6%ti77h1-*8;ajc#@m?>N4`d$nU}1KvXjLnP%DenXBdodrxKY-^GG!x-WssJ zZ8~c&km2I;6YPAsffKm-3NJao@RPojDQ%>=4L8@hnT*vVq9EqrrV?%a5^vNqcQ4Gs zv)cc)&X=U~g{*@B_$nu=z9XH=o05~`TM*BNu=pp3;@!(Dn@Psx7tfnT1_8d#qS>^ z;&>*=aB4Gpxd}kLY#~A~Eak^b(!7#??P}%D(Du)it{7;ZGo%*M(0`e)DvS3VKt(5h z%Ph_jXJS&xUID;Ot#k9~b& zwVbyXD%dy)c+4?a#1-G1swi`3&L5eu$e5YDi^6W?-LzC04wb3mWUan=&gwe=N!}R9 z$e7ELlKJE;@Dj>%kTY|OBh;0bZ(2Ks5#W4(oUnV{!GbzBdsl#ZTrJ#t^0!n0!07`r zSm=z4*4JP(3~r+6#U`tCqdmPnj7qz4Fb|ID2BvG2YT|31<2gl$PIXQup9H%m4aH-~ ztCWQLuzBX`sKtEcNfmgz+Pxp1b*Q-P&oj|~dm(=+Thc2;2quyLL7s76CRCP%t6SPfc& ztm9QqHxL@aya-FcFKu43WZyi8tm7|4Bf{NiUEn0uI~+A7nxANvPpeHpW0(+P4LrpumY=xI@R~>G)X0D~6-6f9tyF8>q zSSReW=j}a8dPPgqU~HzNHJwWHUwT@?W|^D=bPz~)X1+w_j$n;F@6_x0;vy=Xm?f-c zl=BjnB0C8trt#CR74;((VZr+0>hzeNs!-eD+XOF4Q(y#8VsYkSY_= zN2t9m7G6XdJM*d06<2U9KW6U4Gf*=`)zNK%FYcVEp8c?8Q~VKfaB)H2GH+LDar6SI z-wsI{vnNH}rQXteMNPNplsZH40U26b$XVev*&u84rK^ZnY4XZlMKU^Zq638$DR+)# z@7_6{>2A0l%P>v9DmbC%TEpt?in520K;g`Xtm5~om5|%wmDq5WE#wH$Y-pvEn8610 zxojGXxf=!6T?IKMm6*LVU3}fx)581ydAb9pyp~B5OXasXx^{zH;$@Nx@pnbM@dkz) zGR1vCwt9P$Shy=xa%okXIShOuw5IUs_l^>@K4)+U^a9j9f zJyXxKZ{V;|Wjo5qWD`mE07tR)*J{JC;j0 zTz|A{KmZXt&a-f^#@$HG65v3UtQceUZXqO}ld*C0Hri)xK8CfvR%}E?Uou#YLhqh# z3%@bH7 zkYe~u=d)qIsq|{m9`eo}od~s8^Z65^yel;9ub7n3zcv9`*VWZWqAl*Ma~Jz(e1BIk zx<7W49a5pAp#Cv|Kh1Xv*6v$xcNujVMv%FO^>8Ixr%c{`y{vI}iei#UNOZ<|o-qg< z^E!3C=)F`}1ZJYMUL3=G^_>~I*mg*5J~JX&-M;NLI|~SBNA%+lDV}AME$$UcvzfE! zl>H0p#u_DjkX?07=^6y|k3f_nl6%N-$1@znb*&cLs4H;{4L7UCE!ZjwUOXGv32bxv zL@|?&qN8l_%%Bs=HbiFMsk{#4{^~842}{Gid@jpB&jLscch4MMZJFnMfFm!}52dvf z-?YtQkI2~1^CWhREELtBXuBP=}FJQgTCN}LYi8w49#%YWgVQV%g)nl_$1&GvdXkq37x^2 zM;LZj_-|HUPnHBYL}2{NYM{lkImZYGUfe)wX|O9U|6Poi%u`gogPlU}`=lg!y+cG~ zEEfbgQZn#mH1iIFK>5*U9I^SGl7kl07fN{GXrHarebKMUTW;tZ47H>x*NY!iM;~r8 zjBdGg=IS|e2$6g(4zb4P}>bn8^1c?Kex00^m3v< zF9N8|RYWA*Zxemngh@U)JQM%&7ZCE#c}sW<0BRHAaySk89WAL10GDuHMHUDArj4(d z04r%C7$HOZKVJ8LnnZjK^x?DoUE|Lk|M~iVAL5^h+W#+-Ktz>d5tX40XqP6h6t^(8 zy*?)&rD47O&T#)Vr!x@s3lN1=hgeQynsPmt5f_i)^}J4k45xEVa+if++w8Fjf#c)j zv0l7TG9<{%%v4ZOQCYR8`A-A-=%jJM1Zf*dUfrD7>)q8VRJzLSxvdy(1^cUDK`VpE zE;v*}`I;rOjmjotUDrlNH!9hTw={9Z6~a-}XHOQQ_fXzR-rs{p-N%fSMU7pPjjXlb zyL)Gl%deSH(fz!mrlN`k0t;f+)}>m`^PmJs6d{)iCup0@dCo4#-``)UZ#7PZ{2MVY za1;ci#RLsN5{_&FvYVC7ZDl1TBw|1M!6$D$vO0uBMN=nzcN5 zSok59#e74Jkcfy%(E??O#yXzJW1cO{vgv5H__#zvUh`oGiv5T%t~kINs__6}$}jG1 z@m_Y~!DuQe#d%!JJ4+bhbJ%C|e;v!Lu2y2TSt#b+nJk+eVf4CnA7I*enXKJ(});sOM2gR&ZQ0(Zf<23VuddT}3 zeY}@*+d|?T>-I=t5^-6@gvT4W=wbpw0YZ+vlCFgT{=H)23%t|E^C(z4b@Mc;xD){a z$)ntK3Qja`iq|^4%E-Q7$QnpHEfm`+DI|-$aKA%{-${I05GlI?!Mo5%r?JZeIb>8Q zxO8!ex?bvmXoOU%T6O`HrPAq~%1F!r#i0;L0-nvankxVJPAZ9n%W3y9CtOlM0AOai z0)z*U!)T@;!eg>yrLRKkzTsd$E2&tse?!0N8)F@WH-Q7R{ zKjbShM!KWRk`Ka|qvD6}Kq|TWe!VEbGy0VoM1+MX;nq)P8Q_fTtLQFPyAt9;p$Txe z-T-;YRn?zHVAPFwCQ4vt(|VSH2bOo;bLsH2T5R!T1SlBY8{tet(EvrQ|1qnaBYYg- zsFV(!;c`EFlW$^T(r;Be{|-oh1^WjD4b*RdsdYV$0{CqOAERiT$6^1?ev%x*;#E^< zMxB7a^oKI4pNy2m*4(LXc@4Fa)7FZ~=UckPRpWaU?P~K%CbYT-08WCS0IED{W-+_$ z{p~HU`u&h`EX1jFS^c~?d#$d&;5q0re#|wva30qO^>wFV>gx<6q=@jc80AB!4g@fe z5A7JsX^;*9j!;QjiEjyfk~3W6{G~+%4;Ig(!EuWeIE1D@(t5rDDVJ{B7RYk#2M#bW z>I%l>EbO-f=zvlOe$n|2F8<`6>O!Zt$FmA=V^&Sm`JBhHJHMpsB8gIDF)3t zao1W-lLCyxV}KDi0HkQ=UT4Cw#svf;R_p>NGcfcb2#|D?YBw64ZjOW^l`ao{|L>NI z4;HWZdxG|h?5;d3zGf=YUbaGFD%sX zCfFKxR{yXlYo0i@;Hnh@&X2y(nY2HrjK$^`P+LtG#y#RTq${Z3|~hv zSy|j*88^tMGf5Ck~2rG7aO{}-THD&mJf1veKLS?q3HF!~BCg~S$4SqUYZTbal4vg|*Z~iJqcRA|eldGNWi|oI|Fy48o&%RmB`cS| zoT+S{Jn#Oiy{4qlxY)78HQ*9e_d(IOlQakV(=PVs{wvA_J*!kx!YPtWj}3Gz&CZxM zW^veH7DNn9b9_hbKUg(|KqT8FUQI}sKHElwh})-E893fX&9#Cf$92NbB3Kgfk;&K# zkP)Tn>Xu+wB3_abb6=Fd`HV9XEndcR0k8~;9J|cu8Fd5R0Xz@L*NEvV(*ZzXt-L<) zytMdsg;ne#AmlemB-CiP+JiJv;m7s{m}E3D09R(N_&S6FjNyWBfPBysQEJw+H(Q$s zu*s3QZ!zZnPkY}P)zsE*eN+%E6dS!tJAi-)A{`5$6hV5gg7hZ6MnFXYLApp&lxh&9 zgc3pkDI&d>06~yW2sHr$pL0ZREq2bEoL;)&addqySqXU=zD*uwa>CWreBko}#`Kg2? z9e>HO64?f+;gF5_-kc8mUcX{lq%TtW z^QgWf3U)W`9o0eA&TGwZ@*?y9uE_r9I+yh*#Z9ZwK?Zr=J&Bik7gx_%Yij6PIi9?% z97C=qp~UR&RjAoqT86&U+mWN}_P%wU7kNeZVK~K^wiS0sdckQA;|JFc* z=+ty*;wqC-yxqU^Dj^|jp*E8UG`olqrW<+-@yF|qI|N&da2*xX?)sMM-VtNuT&dt( zHP6kQ6{R092MnN!Dno2sm2a5}SRS}#eC<$6lT4nZBl!S~qV63So#+(Mw3jB)3~+vq z*Ki#ALtRMVPm8ad4c8rIC+MLg>upm(1t?G+nR2(bm6B1>{3K5ZLG6tiw7{p{pNhq& znH5q!8brW^Ut8Gy9;Y5(@f=swT@QS=tUos6_V8%_&TC73CxwuDroIZtDHtAGu7R1I z$1zaRYx<3eNm?1~H*p<^xg zNf%2j@b@0~IHB+CG;Q09kU*adEM^Wy&c8l$^oAokT>brEV`0l1M%il(MXoC1QV?IG zi<7a_LyWR7_Wx$ei_5eJ!fQR#kiJG+c|4?s6@3gqOm)NMBaEkd2`oAlFMa)ALW{$xU7* zKJ!FNhiWmb$*#AF9F#)Z^}K&xybeqo^jIv049;OJWUi7!s0lPerqKLmNp~_zrhC2j zV~{{~y}$tXS{{Sz6{sHZzeD8Mn4}qvJFO4r)QtJPvxXO48I=Ppq5E3R_3}jbU&ImSk0y85wqg0n>XWm zS7iIfL#QV&HzE8sdmgO)8uSEv1oaX?! zGg+P6hDMjcsj_-HfX|i0N?A!s1Ke2hI`BNuVJvN!!_!YXoe%BylL zFfy0xW~gE z9+5<89}Ux8lhgFS4tKa~4h%M~fC5DK+nukqZ9$0!Wlrhq(z@zjLu&{B>FPSs6<6>! zni}(SeZ>z30B;{M(-{rjJxCl`~q&+Q7# zsvC`e1=Yr5PfvRGrhBk)caf#&$ntWb!Z@D7B7={`29{LC=Ml+3bb?&J#mivODva)_8Ev1y}0We^T^D1 zpw?^-4-^jCX(A8W?m5||ur*ldX_MsOb}<>wVYh#b_CGtdtttuS2Ogt)cXB7rjVyb_ z`QCGV7B0fUq-GflR}Qe33u6kCXrb1C-uew4T3p&Zj{;@@cK^eN9J+t-A^Y21N^#se z{PW2JB{u5rgLj{4FIxaDfwDOY2||41Hx>~%5_aAEb4MmR5T7=AjGfA9?$PGz556?nmyX;M;s32Kq3Fe}lv6^ZqpC#>3Y9 z2>Fj&;=cE0#8bYLy*C}sfzq~vPj}fwdPQAX=R95UNm)|x9+`CeS4$~9l@E6E z78cnJPtSjeQgBhe;}iMDrRMQOd|cLMve3ZLan)O?;%=D%KZPfa^ZjGSt+J{fY;t!PoCCailC-2R;)Q)}=h=*beIZPqRo@C|46mdxG{h z^;FzCMJVcrfuje;)Hv-k&9l(tgfd zGWkVC2*Js(_fdNgn1tkSSw=9c`xM69H+PIB6>x>yhBw#6bd^4|D`?KL z=Zo*msE|iHaew>Na+ZM}tKua>Rh_mHOgnU77Zqh^XBWb(ST>kc)A0ppew`DJYn;ju zG^x5HFaOy7ol&`SNM3|ws?X%}D^_2q>4hyHN98|cx@sR!LPpjKArjCax9zID-WF*W zO%9AzV!PknR`KzvsCsIXuC-F0s+Fc@XC6&`?wr>2tJkmdvz;&YsFkDXjDU(&5vm4|WIwylxW z)73M_rgg|%YRWRkr`>guQ-Z`Q?#5Ol90CPHBlV*ffj;Fb>8o>U;x`h7%mk^VR~}i} z*nFreqM`lxZSQ-0HY2b&F3jQ8%Fg|h{D$QFoSahwp}kt-p4GCJhEr9Zi}|Wf8(ep1 zyPF?BCh=roWaJ;3_;w(l9&~ealZ=?|Mn6nU*ru+u?Y@|>STPk9cYurvg2SEx!^mes zu%Xr6nG_dogwsf=M&@+*1^&LPHJ6<{W;@bilag}eyMazh??gdOsg3Uc5=Oaw^len$ zW;|VLrDmCS_xq$_OP_#Z$!KMJp)I!B5726H{Dl1jzWfo|wNloHADHx0_}-pbjU8H* zKN0O9IQ(?bP`}hc(kh+3LZJ~Z9nLn&ju_1n%G)Ux6FSd-Sy-S-$yceS0k*(SZ&WRm z>r(Mlr$k*rn-8wtt(9-ZZtq&pm1MVhnEWOg3G$Il7rXwD9yV?=zgsNEW9p)6=8>nE zMf%Y$P70FDC()YyD&x(@t=?<=?7H-fToqwU2#5G`!x9!q9Oe|ysceg;a@i5;x&4>L zHH!QRRDeosPAH^>#iSt_CUe)}zNjIQq)J;0=5Lk^hK z(9m1x*2|SR1O)MT2AcGO$SB0SC!{s*<+WMaeBY!ZHWwDF;cDyVkN1GP`xN`0qOMsA z(Rpp!dN;xW?u`|T_#Ah-SAqSz&(i~OoX zPlXxkxLTh2v3K6KpJnaVpP{p?kHrK$z>HJcEhA0QWIKpoed^16fDGExt|riWSt&d! znpN>%w)XuUJmEA~pLn@*KO@IflMgR=g{07^EluG*=WX8?S(FR{DG)z}*Nu-s-A?iK zfCwsn9kFRfEv`8K3<0B)2aqz0RxE--@1ib%+SaXYDqQcemC7EiVgt?&G>jI|VO`FG zofomGXtN}63Tewo!1d^R?;^aRi45C^dBkdlyz`^`DpDxDsEn`x}<8Tub(TuewpH& zsU>+vATD{N?%b>{%sd<_H+?SyNZT>&EQ|`5j9{uoCyrJFMa$RkNoK~qv3sAaLEOn+ z1_2^1Ed43~LH3`SB6C}3C2obWQDw&hlO3h3Kw$Fxb-g_g=$f=Hto}BFcm0g*<#flQ z2ZKHHI!~=JJl;wH3*8UfUK!Yr6))S!alHNZ=|OteD8pb7yqfd;yH#?%N zHDA>zq~*A5)p1qPA7!ks8m3a#%&Fspz~h=v4%qZAR_2|S4X8`$D6^|CF?Dy@nNd=b z@hY`1Z1z28h3~=lJ7*>|8G58!5bAl4x?Sc#s&bXhUDb@L*$G_looZW6SFjH(xF&jC z!7w*O->Zq<=F6ia$J%z%df58RLy!1WT8tG|y3f9zUXq?Ya7e7vR)Z2|=u>;x80>_p zQm(xjGesEpMzZ=Z33G|r1!I8XR)kcn)WRm>0FJrYQ%z4aW|P8z{<1-SqEO(#fg*+3 zTt+(bGtjFhTo0$9HY~MeKVVE}hc0sg!KIlFqv0Ek99;Egr|4^*-?D(SR!jE!CKx+& zbIR{Dj1iS#cQjQen6OvIs?iJY;K@%Co|ccX7nbhWmV89r0jZ4xfD0t4(+BKGDv}1U zBPZRY1HqY9T?nbpnpBof%baVl=M39!zv!0H$7~Fn+|CIhNrYm$4fFoU(ZZWPO}@wb z!eB*lA9PmAWj<8V{VY@ZPbXi*98jUFO~Ddpcc7%g0>%9e4}6Rg5)IYMJe5K9e4EN| z*ai6LrUIMmM~h8sVU*ov65P@-$NFri-eO>X-=9*z0#7`vzm$3A_bIdB9X8-%zVoI{ z>>ob%uZ#U2K!$90RJ@Fn@8|JLn*Lg%bo#(I{XrXDOM80)a60cO{sKfo{mbznGjuzFSt@3jx4pQSK|V1lsTFEaV%3o< zv38)v=ABQ6SvH<5+rF7_x~cKNvHM^@XnQ66F8mMDnAunr!PPcX%uWqqIqqGQq%zyG z&zjwVd>v?d`6x&&SeN8o`Esu42XJw6=BCM&y?p%Qf+O=r3QYtYtP1%91(OG`^=BvPOg9I2@6;4&>bK((sO0M+V0PBC%SX+%_~;UnbE zX;B9r#$?6c%#?jJN{*>xPyq1y7=HEr9AtXe0XsWEDZhLh%by!FiYFM3M>}g`P)SDAs3LM8Ta(pDQD^C>p z7uQV`hg?z$r_8hT_i`)RkS3BE;2T5FGHSl*F{BJs1j(mc%BQZpUwp>HDSG8bV>37Y zUNc&*LhW_4g0f;zo(GE`vLR<9Zmsy}@P4nu+4!1KDC_2u0WP>ydgtPE=K-ZFVjW3K zS#ez38$4X@>qqUn7gdEvL#znVg?C&B>~#b)*A2dE32;g)DzD*M60xQ)SL!hj(mdTX z^A|n%X;P z*SFPxlwSeXX_b@V{HktFz`#xUyf4@kxnyO>#hgIa_KHP4$uKa<6LlFkp2#A#SOn_3 z{&pqs0|QnE5DUnJw*jha_rb^2g_5-bv6el|B?$%`oq!U5lvwVK|Kv5e$y|%P@HI3( zC%crq@$I7tQF7I58t0CG7FghRq>rtIeK~uX@R>gQbmFC39w%;4cQptb+qY%&PMhqORkTBw9m8$a20XD(y+Au}CmC~Lzi4?Dt2nA~X1 z?zB+3iPvyeTEJQh=7ZUuJtMASe~N668Qml4sU5NU5ZDuAo^eFk;?WQY{^boUyD1(B zR#OAM0%>=J)H;8_6tqO6xhOSdeKd8m$a(5C%xAe1vcGO3$CK`3DYf>610{o3-6cA9 z5mG1@HMpHQu0Q(Y$WanFkm0qIZrrH-+mJUH&o+ZNh^0Bof6%Nn2Mf<*UJXm~ zz&fDIA@2)}N;2D*UnmNTj;&)M!|8!5Mo!b6SWHk9q`8)+Ic0yY7}mQaGlD>%Wr9!% zm`$E^RJuWBHe6u81T{_u8)PPaf^Ed0Mr4RKf!{r*6K!SFJ2wGcI?moYFcxw}VOmZJwvuMU)iyz-xO8|!sxsipBAweF}M&mcvd z0Y!J=7i{PnGsN#Nnqd9(@ZPB>XwVlWH`|J~@a~;5gNkD`Hr0(8pDCrFn5xB(CQ*Rb zS2s?F>`kR%18k(0E2c*L(S-5+La`kJP&r}*gLm6(WJ|iSQ>^ctr7)$vRRrP$ncUEv zo7;eHq_v(|;HIL4SXD30K8K)LBuB@BNmg1umY zbQkcjoELpe$o}g=fhRVk8_aBJ6(Q2AD-;;8*4etqT_epV>+XojpB)Lt!mBZ!6B?L( zqBvx2uZg@I=AAuQ)z4pbLvWwD`Ku?qd<-X%E8xEo1zSvCN3|l{E-hapQt+tBiUs-1 zG^6Kadzbnblgc*bkoVVMTxjAfZ1HtQSu+xu+dg793$tu*XbBRM3sSkZjFH8cIkm6x zR1vVB@cVJmDN(HBJ9UdAi)x6E%v%F;cKAjcgwwZA8$9JWSrmp9^_2&Us=uu|DsVha zJT70(uX>6ZYYUWa-clg0GqN__3YTiM@o7X(MZVK0-!v0%suVX`0A3$UK^LY}h(2Hx z;jJ8mBqJOIO_UPk3ILgGv8q&86=(3|{A@1bqCR}A%7@^WB|xBi)I^tl3N104+Dj20 z=RNe5b+WBm9JrbGPO5NBu62mxK)`1i>$KN-L2sj@W{JXSwbI@#+mOj^do~wOeN2bA zd5xK_oU4mHoWs74aooC)bgUiTDN_Mv?WAg1 z(x5c4Rb6s1s6SC=cMSGThdYRt82BxZwcICR+aFm)m{x-~q4`HrIf&49|IcvLy83>u zcjZFQGR!~G>Xi3^?;F0Z~gjQ8(Z-Vq<#_rz0E_KrLCN~hd zE5`<6{o`z26zG4lbVz?N5h%AeukM}E>9tr;?i}ypj%635f6*!|x0$Ez`Ps~P4TWs; zm^kHBCluz}bnEt*ST2gLTXy3um1n4vu`@$P9<7a7QwFd^|3Kjnp^_1GYgzZucR3Oa z|LGb05iD?ah`qy#F<}GjKfSs#d*)IT*VG(Z_0$8{uM_td@4xixZ_1dav1x4lv=t=; zyFm1x{+^MS(Lz&Rh{yiVGy#it=|$>Qi^3751P7G6 zkmG(RHb+*h!wNNe=JR0D{Vu0fi+#6^<}zSjq$(@jQ5D{*a9?_O<5_2L1Oa!uDz7}c zN}z`8YSh-+Ba7RoUEMa2jUquT30%(T4IfZ805^Lw3;@Qs$qXIxS?lfc?{qjn;0qIE zRN-m?2R}Xn?`&Yi8HbMF8pS`MHJy`H7Yd3}2_iHX4KAW(m#`Y?@0=Mo{8s7R-5P9G z6bko(H|O3(2Q{{;2SQNxd*M9zQ$LP~g9(0_;wU3cx}DFOK;YM5|2ButOXHW{U=XN= zA(2@D)}@+H>v=AFCf?k`jOsNN0^2*y+!U;w#PFQ7_Sauv>(1^YTCIttw;%+LIQs1UqTNsM zks#!LIH0MtY?o>?rnkpl9AJKm1$Mt$`&SD!ib^ zo`KO8PGn@=Tiy7m1fib*%gKq1au_VITc1%i))gnVBhiG(P^!|~HNLBgHsosURb_HQ zMlh%pe4+l7(2`=T_%W#5BZ{g5;;t|#c5%TVi49q0ZeBV>@%i_0hQ?X!j|&8x2-TV6@~y?lSwJvHM+bUAvwjdz%Ff2@;R@+5m0Q_t8e3cc@z z_ujS9PmB<(vRzZ5z1W+TWI7TUd@BGo4^H->Gz`A7b93KY%*7OMd~MYA777%9jN~>` z_#Y7Tpoh?iPOpf;aM1YH@ooz&I}5E%aAQ{4H)ch*QE&9q)+dkzJZ-1&7m*;==3LZq zgy~lE^k?9PtVMam1_7xGo`UR&#JOqm0hrq z)>wuMS?R|W6Zo-mg*zvz|>TJ)+qW)tbIMrbc_wpAZnFM}=IHcPH{>Y|dX+{U8Vk%V%m zfloGG*MzqB^{QMnP5N#6SZp*15wp&&22C*<* z%%9703owh$YnynmnXFd23vW4fa-?5tYDgAWM1;{1El0yw?QhFXM#67M+(saM)J5zN z?-;+{{t1LiCH@6MJz^YNXt`7e9bDSiqfoVCbBF`17ah@Q5z%RE1ji*L;i9UXx*VK$ z;B@scd@W6(u+}jnV%bwf*o_A%3`>6!SwxGRmiIPY&>G{RO#j^YUl->2wffPHTIk#i z8{G*|&SDF)L@Ia*TO;7U)0C-E?u1#akoy^Lu>rfD6Oo(KnW$4O>p!0~f4z~8t0+(| z)xM9v^2L8c>i>Li?W>b?!%e07E)l=HW_$JMAOHIM zO(HzzRw)t=h4McQ-NE}VXCGCB2@4FMF8++|!E3K1j&Pvb4E(u%Ug6++yI z4WZ={i71v0n!4dj6vrfdq8K zxnG)#3$jaglHYXj(RH^YHpLf& z?gjk%WdY#Jg2>MP+TwZI%ZDF19I=1T+~C6rbGTj(w~K%8&4;_?;bC!jSR5V}KLN_a zv+@vI9zyG%mc#)SJ3K27&&vP9SxHlZ@BQNsdZ?284eh^K^Wo$XU^Z$S|f1D+U6XtNj98Q?SAl^?0=^?f}#FmHH@~0(n z7{oh_VICHT9G24@RulbPHgyOU4xz&T$50`dNG4}p@?ft|Oym#nr=*}J|M8}I$o~UB CVV3Iv literal 0 HcmV?d00001 diff --git a/content/learning-paths/servers-and-cloud-computing/rag/rag_img1.png b/content/learning-paths/servers-and-cloud-computing/rag/rag_img1.png new file mode 100644 index 0000000000000000000000000000000000000000..cabc4a9a0b02db0a2b25e7b62bc46cf436a8a679 GIT binary patch literal 118961 zcma%j2Ut_tx;CJKsE8w$5tSkWB2B5%Q9-05y@PZJAwcLYAS%*(2@pV}h!A>j0hLbZ z5IQKGK#&?BB>A`JoH=Lyd&e`E=Ly-_d-e6LufE?7)lgHQJI8pAf`Woh@wuEP1qF>K z1;wf3v(&(y;IEiC3JOXy`=?Je6rVn2(Qt*>*gINNP~3|J$Dou>J-*bAvb$^k%J8GU z{#`q^yO;Yux<_PNgt6Tx6*O)jLSxcx;44avqrvk z7s)rx?i1*Zj)u=n(664gPrrUb5tawGUbg*=y_xo{<-FhO<4Xajg>}Cx>Zod+ZwC2} zFn>(@F3qtOrkxMD$p0zIw79MMe#r`qFqLg2suZzKll!^W`c(6yvU&)#OW`Z=8n3+H z9kCTxdDpR}9-Dq84tYO?>5iRLwG+8p=<3zFYkb!Z#xWON2{A8=`Lu55+-m1pj>%(q zd+rQvw<1rB0=fTgsvy_Ks|AW{9x+duL{vEyzujwLF?~(@)enU25O$8qhmn~w zFKM-aRlSGllx@H4R$zYQvsH&F2Mn{#k`W(n}n;1Y5hkWbpz!Izh#~r0)Eqgg9{h^EUq-mVXp+14-S{ zSJhy73URe&5#f8l_u!87ITjWcNmnZyaZR~r|EdoBlDcE(=H@KU&+qB!$>%A^2XVFK ze<&s<#{WQoUqFBtD8UQ$c5-{^#p?uR`)4D6v?FH?wRE+2cC&{#vHWcJr3J*@P3q2_ zpB?@C@1Nte_Oky^PfpN(O$(SH|Ia7<5BVPO|GRCVs^rhR;u`i|){X{p_F!OnfIg%j zK6v;@@*frc*Q5V*`KPM-f2u0>@Zq1U{^`;Gtf~XGc6|x~1D(1_|7UOhRr${k|5Z_v z|L5HQv=;wd=zrV=R$BU;B>%s6P5K-fe!7){LY6{N?y%Ql&Z+A>)< zvHWdZ(M0wYhja^;)9^ZB)NX)H#-`*-`igG}e3p<&7W*wfGr*@@Lrp2mZEff>0|QhO>?}xib`jC? z{%MFD>fTwFKnki~{F8ljUM^&J{G<1-$&+FQ1QRU#UwQV|WDd6ys0Ok3xRD#(&!WKlw$M&eF| zUF&qzZ|9vJD2>p<18vrs#9Z%MZ4O@g)p4Pqs$(?|ZY(P+14i)HHg9@odSBNvU8W?;=W9L8*W38K=Mn4EAlp<7 z$r^sddG~ILJ%1ziRu1Oc%CE^7SQ~=3=ldsbT+44x_OVjZWo>e6JPa|+H#l9+Z$6hS zt_t;eGwS?-~H7} z$@0;zuFU@S+ixm^>B_V3*PrEER8v-JQ~~pUttmT~IjHEerZ%YJESfM`nfOdLxO5F! zW>jkac(97LTvO<5k=bM(btKm>*XrzIVqkzS*fyuP@Zm{3f%lf)Q;YBYF;t<}?Dy;5 zc_(~*_vJEkmDcxjj!7RLqTcRp1C%Xz75ZG>o+tmbTiEgw#gMxkT$@F;r#+!c2#-iv zpBoLSNTXWkZ;ssd8v5irVeWM0s-2O)902R3f&SL;YrKrFk^~^x4x^u3*K(6n!=TH( zv2!r8)Nb16(zn#^;kQ66FBI)(vg5*2ci(*P7jVCL-SD?^7RUoE{4MMCr``Ef#{o#^ zjT#|!b!SmJTFxizmzbF$V_o|YbwLkxj#ALnut;2deAj#xi{mf%b?E9xgNnRWOb0V8 z-3hT_T$=d?yYouSM5wfo($vURyw>RblQYAk2b)viWX>jDj~w{d_EFkTx9LdNWQLTo z8M-@L$J-vy#GB@_y5}F`0mdJ$*!W3(P^TY+UAX}OWo}Om|_#SdzbrP%a2Y4D#qtkt=cz7 z_NjfK5-p$#59l4Jo|!IscC^2ZjZOVDxB9`-SWB_ZGIbiFFq4RtdVc|zu_5TSg(*k@ z$BboQ0-dbn!r+20Rzfd-+wh4-JZ%zX_0g-&vr~KbjunJ|&F5Rkqmi%cKKy~&2S#EC zVV{Eziko2{;uof0*h)b4PCd0vcX>;Du@3pBH7ZI`+4M|0q+wG;ko^@gsBkKRRL+s# z<@msWa6`(cQoBI2EkXg-8FI|;)!3hn>O2Xz+04W1Ns9oqXH0f9@l~BVe`S7D#C>zd zyxdd5ZIz`h>}pTqyi-TiZS?NsyptN}1IQ%e&SJcJcZQVjv{7Xw z@Rdq|_s7qyK+(vr7yp_^onTKpn(LjaJE#G32v_2|KV|AGV>slq1Bpb zY@Ez~!Furbr@F7IjwfKX*Gw!iMviZB+m_pE8j?@WeU+0?ei(L_ol{ZMI8IKYqdKZd zed-ZoeARr)Y@ybaO_lL%b(Q1zVSbUxRztB%cpe?1|2usbeIdrCs*7h7qw*sO&8QT- z+nv+bqDQKqgTz0+s{6v{$ zS0P0SwdOueKJ|+xnBoF@eE))IhbP!vuOr)X$O87;ILL>O8})l-zyo%TEa4_DF2^4t zO&i8H2dWI34#p)ef+aLEXT`|}{`(U(5VNRUO z?N}P+-qg@}fbv|jbFO)E zRKD|Bi(XkZjIp?$6!QlKFN7YR4+>~rg#<=7|sYPQZe(``(K^a7him*gN)BwAXyFa)YI zain(fnWz)VDl}*lVY%J?a9zBXB%e=pQCsNV8uR!*{o-U`F%mnc<^v{Rc4eIAnwyM$ zH>(^CQhrvz7QsP)Qd+UH1{OIzxy%r)N!suKm^M*ct1(5GmR{VVlY8PdG^2oIdD#lT{#2jEN_r$hb~3Rmk2VW0*vfI5wzaM2x;fcM0@BzamJ6xTm!n;bS7` zy1!o)WFnQ{zd?t)`1=D{^|bloiElUmn(Z%gQ__8!3@jiAW4$2*qvYc*CXnpJH3@3s z1#LW$a4;q{q4HfeGknU$%C<0b8@qyMwCq%J){93~HpA{1dbD5q3m}ad8Yuy5l zb@{N175_YY*PxMnrPUVm@xFZcmDoW@6IShu-^RF$_xClu#qAK9t|NC)&-Ywz)tht( zuC$WPiLNd$KJz@zfFFY^y$3_#Mk%sCCiidV^i7N|rM2}eCSo`{!J_*~%c_izl$EYM z&{B@}w@tM#w2RgEUP%15^CcS9>Fo|uOkglKtv{g|)@=~Eo@!q~9&glP^4l{|e6Awo zKQ~#E3>TT)YqHI}01HTPoZU&TTPEs$vZB4=HwRnV)8ZCitG?6Vxh34+*i+`e|E43I zE8nxT)K<&pvd$OLXBXo=IbiqZ0`UIz_$r4%Ij4rQWMluQN<5#Z%n*~K*5;^YwT%xc z@s-JUvFY|z%)SmeaCdF&+Ld_+Go+F=)M=tS)9P#I!L;-0Bd&6603nR;WK3i`w- z2{ToNCZJ%!7jcs<#UeRy|Kr3LgA}@I*GzT=Q{s%Ygr>|LvK~&LD9*X@mh`XDwfrSbZd4&}u># zv3`6un1()StC`Rz^uBfa8n0oBKb_AyKf!x7zvk`^ifCdZ7Gi`dg0% zrb}S2oqKp|-ciGa9~A|C15Z`M150#&7j;Uvd*-+`+obBO7u?0@c3apXp-W(lVyA8; z12mZ`U>)YRH9K?Kq9d9a(zhmx?yVwkXLm4uE!Hc^sC1kd@>>(z)C#Vtwi_$8p#=TV z4X$QX!4#wkS9nj9TiY1g(gphV^dY#QP1t_gbH6wy5K00($7x?sn{cC!F2hIA>nU%p z|N3O}WC+~@-*}@+8HtN&I*uLQ<(9O2b%$M*1(cI?H$`d{4O^)}o3^CZF&X$nYF~)9 zYb=EhLNOU3S!Th0zPnUnx$_hof2bv5%(mLY+s2401%b1IfDY<>5<7*pj5kn>C&N z*fC|IkNaIihPiZ>{Tum+b;mpDS(Yz2xv(+XV!IcPdh0q+BhXichSzuum!WH0CJjqt zl)?UeqXjx9?J8dCN)n-ldhU%X)FeE$_hIPu^ohsk;Wr*}C-AaCBGNX#(uydR;Pk?Z zbqGtC@WqbIfLNwJLAq7XV8@AilY>ne^L7KmhQm(x>h@4=tM|~xD{9vhuk^;9b}un( z#PCu#H(zY^^_qnKWk22-aWg)!p(r%(ohb`8fM8O*H8XlzrKCxWeXv)e(+I(`QE;`p z3ky*fupHW02=d%ZY<-#;Z#G8aK=a$#8Sh22O`46h^Xwk(iz?^BP}t!n^-TVz92vTe z_72X@U49go4uZld{{WoZleoD^yiw6xD%4V3(yCn2#OvOVv{otJoG_S$yILgaAX5fG z4KIgnw%BZH%^Gy+*2dOcSCp+LBl@i-X)>+#Wd`KQ_>%Y^YP5-g#31+!UqjBCeEVvD z2h;&~N}0{xt@rgd6)wc7;Vg(x(A-`hp(b{sjQWo7xX<{JGNX}@R{`bBoj$X+)x8eJ z6M#u0KMdak1?q**0$LW}o$O9|XxS@FY&GsYYK<`+A#mS-fd- zEcX^}`2;UFlqR1*cZ1dQUB7Y{{;?34yfr{MyIKYY{#%ZRbe@5Cg21gFL4*wejXXzFefvoK77ap+h445yJ7B$t1Zmu+ZM}@HbP_5?mrZF*H|YQiI<8!CHx?OB8@3dO9~5dAxC+#StTp`> zw;|_w{#sa)e?wHa(U+voz?aBgZM0%2pyOR;V&y>}tEea?C@`y}u}}8VdWgTUyCLTD z>ZgGa;m6Bq?HZE6!4eB2m1*Jo4^(LcdveJ~9fY7|LS zLzlLS8E*Y>LFM}rcrVHzh zmCW6RG)lFFLcgX2egyY8Wx5LZ`0h6;UlZRvsr5l_%r>a26>7H{XB@ZYx4)OKc)MI{ zJ^VKN#%G0etBMF*1(;@X)~$oQco0M{0WZf|w|=&^;TU2ZRXZUJvg|Ykhor6Cl3F(5 zgnBgyf&Btf^8|dr!`glGatOoG>B7{en_-vtGVgoki;vkmZo1r~jzx$F^jsKgLD*ae zW!)ETXWTGrS#>)rp7_M+8u9&>jBsTX>-a-k+oDuOELl&wiy;J#OHd?%$1j_*;LWxO_ayb(X=M%e!yK8rzp`vd3>3XBQ`{u`cV~A#j4XogbD%PihzU6#N&zEX1X}#h({Y% z)7R*{l#PwEukf2ZUv5O{@~s(a9ba(Z@%3bmf6n<$*qz!ulTe8)N&+0b+x-C-sw1C< zM5pldHxTA{L`_x*-hOCCox7jm%btt7(e-G1Sv^6W{bnM~#m+O4SmiPc`Nf(@*ds-g zj>T8cR+JSv19F3AQ3#3x*hHyIh0rH6jMbb2BBHzcHmo7pb8~__SDDaP-{1*|c%QDg zHUw9gXl(~0?9s;8(|zJ>?B<2nJtVZ)L4)J(0&YvXeZ7Shjr_7&Vb7&=KbLt6ialCa z%PX>Z=-cxKeX|FR!3(vTfwiVe%aT!^xNC^xW0~a2IOc%kHUp>fN|n@uvO1{`gvL$6 z*4z-@!G30kDn8VaFpTL;s;%`B^Vs;hkpmNl_t5pLOBgvnD?x&}Q;;_64jOvFjWXmN z(1V(sf)86}5L)rtLeU8pdnZ-*joWs*2f_n6mc7W9;wV*^hQqurY&`F}5PCDh1SUu> z;6Et|*%>FD!dDj8`?doksy2%-V48}jSgD3pEBTO%mGx{@*DAV7eO&vu&g!a z2dnip_0OED97g3Zt)oAE8-j@Kg=iV4Jn&e6aA%X1*S5AUz|*uc zTl_ZhzK%eUj+FO$L4Fvu`X=`9#~1pZH`h&9cQb|q-F)POYYc^U$BZ`0Z06QUfZ=^V z{5pS9C6?K2H9PL) zRYO6LGP_jDS7HP9>7I|Yw6RwP;E6^~t7}Cw4Q3f$%Q_6b0pGthAiO$4ky&+JSQG?_5u|Is{O)esX9dy9jWh&ZnSJQiha)iR4iIlcK_z}PxC3a zBvTIPsRew&{*35F+2HyKx($cnW72-o9^2zt!wjM`{f}jNb3JdNtU@ypK@4>h4}#iX z*jE>JmS9%lPEs|Z6F8?^CFWuhI7qH`14>r#8H=4gf zr^X^5TN5Cfn5NN)$v%Wc&vYGBHOu4cyWf`m3-GH~`WYLW4!?)1zAYuuL=;a<R z)Q$#LU-NI)MH-61-d7ln6`O!wVU9N#e~b#iNPcT01@S-tv(4(*;cX*ztNSKR!$EOD zr|4f;_W-4KVyM>6I5oBEo>3~9?fPzi$pBR;L$^3-Uc5=Rn!=-GJ}llO*S9i}jV#W& zoDore?=^RW6>&vv_Xa+Rj&K*J|LRIuWD-hbGhUC`bkXX^m~-)(W)-IZ9}@nP8spu7 zSeRvnPntS$MIkD-MnQ&+@lusF=`*_;hm%xY5AC>G>T%f!QcKIJvA99S82cp0lBUd{{4ui?$fUI z&?j$(8+#~DtEmHqiLaBTipNk>6}r6Yx{q*p-0_b=h8wN*x-KP7dfnE^)p1wn$cs_z z6@=-q3ywSeDt6YgOCn)i8&&%y zneiPzX_W`?$lKghIahOGw(;DCp#~B3JGyU_r5HUwioE8V&P>&C+~{%tX~}CMQqk%iv>Fvr!o7`rnUp?e(&fef{)3m zY5wNJ>`MFLXMA;wmv^6|t99u@ZJiudwJ{%RW?!Gd(??Twe z+PxrnJ7Z)5G7ezZvEKjBx$Ifuzwdh;)t$;F70`4<2!9JI3e{23m>{ zw_gy3NKZ#Sv-;bh-@QqpV5Z0;ov>S=`S_-rYbuFpmy++&&;5X}GB(5x#%kv1vmQAP zIS9%_a~Mv$KY1k`o%Xx;^PiIYNodHTM&;HDzO^!Tv53|&JfKg?ZM;XoZ?%adBWp#^ z4`nEQ=vD3JMwN$79TC-mnKqb8lQxt+Wm;*4a4uu;Dwhi;H}QMJ_q%J9QKIft{=Uwu zy8@1#QbTo5jn-VPyL;gw(YF#=znHpB4H7nNe~`eZ#bu6>o~p}ETTZu^Qkf7c5idXI ztd*1Ss+vW1zYV`8`>)-`8dfd!B*cPBaCiKD+=VB4nfs3gRL%8nA_V;N_HeT=OntvS ztVk+V`*Q21?;Y9VvM4jy6pJuO`>IJWCMg29%bYy>VMXY?LGT=-28JK4EA6pS8y&Ca zj?~hQ_Hrl{BNN`rSdFAG2*M|;1%1Jrj|8X2igljWyVv(>-xNQ|?fpd4SPTg8P`izc%@4OMwL;E;HJmZaUXO(TT3#|kD3<)TzEh|xV|2Z%+@lpgB@FUSioLdyYXr- z3^TimFpNy)shJcFld12ENQe#y)A3BsXOrFOoS3B3MXYC0rq4Q-dXlfxElk63iQJy8)e!v&|pyN3CdA-M0)NKhWU4FyLkF;?#-EpJ7mI%~z*}@1pdvtB1NG`FQH88+ z(Um*)?WZBaN=tWFpFPj<^`(&IH^ft;cTu_(gR9cU%mz-aA8q}8m`a8cPO&NZi;JP z&1HSFuQY@FsN6TR{e9Tg$ix}ngCo&3rsR93#!=!Gh{@C9_$PsgcyF+9En$^>oTkfs zo8(%ZXDhwX87-|Pn5pe7+Oq3%U*+^(NHc7k+H<&J8Ah^-a=&drNWNEnn@;4KC#ls+ z+p!wgFGF_xG{G~whZCFUdCqh%5N_(<_e&(m>u6au>#a#H_^_`g?GJ&YAmGArYRu4s~)1RMYeJ{G3r9cxBFRJdSpON210zb%@*W17kdhfOl@JbM=!j?7*m6G zqUOKRK#mhV8y)lqrsaRccTT>XQ4@(>VsS%v4)+G2bFXWu5|V*Tj#Dck+<` ziSA!i)WArz47nIBJ%5>JbC6of+zdq2>9o({s5QSCcb;~OG@+Y!crb>t8$h$mK>r((o!%AI+UF@=sKyBK`H?r@}STNw>Sx!Enjbl#*XN=kFg3lT zuL-x#EObOOETUap#Qzeh_A^SD{}BK|p{}o}I6}R7@?5CH-IvMzgrV@Qj1= zxtnYHDl@|sB}uDUkWV_|bHhUkhiL{)N@Ckb*uLB^_x0z5cQj>BIfaOVe~6dT$=G{(C_GIe-8ERRGoCne*3oB-&ViAr1f3f^03VTtBz2{+)C( zy9AlRwvhev#9fIHn=~KYlF95U6)?)jzL+qo44&QWKLFJj;O3^9H>W4+7b-AXHDZ%w z+U5v?XtC**73NEnz69OLg-7HY|If3N4r9PtwUjAzDduQoDh~(5Z;HAjQ%=O*0o zsh&;lhl@Z?|w^CEH z>_G0Tjfmcq+JDxN6lt398~&mQh}S$r|WSrK2`rM+Nt+5 z;-c6kb0yt%?^N}*mW&^B;}+HTvh>N+^BNOW7<^3mc1S;gUzDJJ8{%d`4-+x|0?^)vMnYP?w7#PNwQ-AK%w7z7%S?00c^WH+NToV2-m z(jE)yS0{5(-8k}{y?(G_dEZFx^VQA0;q{2{8nD(dpe--V_S~qth%2zomr z=4Rv(By3c+V|MD4NzKX-a-}K8lzc#Zd2`pXsm50=e?qk;1OEy}t~P5>9d`IZF0+D+ z;{3uk=Q32J#$Yt|B>!>o3}j8}id%hyq0E;!`s4ojB{wsT%*>|;)D8O-HXSmuf}DnX zhxr87lKh|;e5Uy28WYcsI&(sm(Mke-Cp6?ajDP&tNy;;XG`#O=O24~%$KL}VmOLy4 zZ&hmnn%T!YLd(hKr2fJq{JLa_wAnNEp8hQ%8|L9kEV#wgxq6Rz8dl?VB;bSCs1n+5 z;yfX0nbFK$@2yTK-=D?#vj2FIx39&Wf{~#o)X2O;qn=_fAIA0?-1d0DKE6VaC7tqG zT-?nk_)eY5C;&Okm}4jMPBqgHdy^>g!GgFX5;1_(AQ0p!u!j$%!7@5ZNu*{Sd$zw^ z7ZbH7+(_iXZwW1X_ad2nDm~h%o%aa_xTK5B^U5V=Khe$6sb`1U@DmVb{R-_UmRcF*k%Zns|d9j+$Yh z52lpi*N5ijn)#__Q(OgRJcu~O8q)_v+Xqo@Q*_lZvX5FYj_{L*1-S1&;3nD*L`;?U zqhx%8XX>leHoT71(p4L-yEQpV!l=JMX)X_uq;6Bs6boMN2jgl_fO*x>jU%DZP6D1e zzvk3GPR0P~z+Jb`Jgf(Yd*o^0*+153mac5zBpUy?79ignKj+Z#o65FG@(ZFH)|)@) z0847@{n$DJnw=8-l;I?`b>>+8h)hQ+K|#}JZw~b&pCPX@g2=re#WDX751-}C`)5sF z3S55sEA{Uu-}h#{1iy|L;`~4G`mxgh0v#Pb`S;Q$oeS+ceoxE5ku3RlyJ}%{=DqtyDTU1loTF8`ddl)9=P}q zid~Oqp0fXazo@gXC2I?VX4LzNSgxLvQ&f?24l-#QV{yjB$>(^-J{fvB>_OFdv~;@@ z`gcQ<)u3X{OfnGks9+qgVjDFtoh<}w?3A>CN}BHOuE1hplwPiXGa#yej7ICBExRQK zrs7jl9Xl%EH*Q((wJlkoU-l%`XwHjx6^=2o(YI3HV?1UTh6iMZe8~?WO>7BS_JODl{iXTz z2kA^)I_vE$T4?zoXohcQsW!lys?h+<$-lle)1XHp5g=TeIq%ZFZLBj{_cpu}#YpqP z(SCil_$>W0i-{)T9z5MGx6De18MXBcjDCjKcP=P7kVMSUMOIXd=sG%n;~C8t_`B1b z!yl91Y68HOVP0a;TmUY+GZfz6wPStW8ohqC{6|{dP?N7-O$Cq`5vI1(XmMl#^=~~9 z(?kVG;p;tD!ugj|zkq!3dl^aRQ$=DI7p=Tu$D#J{ttQVbIPP#onA>{7bMASjbdx_W zG%PIcx|yGDv&l)79fEzXFFAnd6noQYm94@S=D2R^{MZso{BT2S##gxEVAp^dURJE% z{Jgzc*f8uG@46`_tEk$0!g|x{q*l~=U%khAnR9psdt0bQ2Yt@VW&TDZP9 zVA&oKm#cg&rL6ckAXJic$hPc*5U-L)3$2=z%h3+k9GDGtozpc!OOtF`lWiJhh_x!S zX**G0+uQ5GQwUJWCVTjGf9pvM#-SyUJgIEsix$=kSMw(>(9glEmtj&y4r4_)ErtBl zv3*};-2t+%+Ug*6+~?Q$_kYr4Cn)IFc^t>cC$s~iJ1kkzd3(BZb~cv_E<|MwVF}2BTl8jPj0N}NWMEkOnw&rBPoH; zL>%qa-YnIc-msdji>m_Q+wiqWQK#dl-@kwF^``SXaDP<^G?TQ{qo>4bd%Q{(3sRu# zbr=kgA=#x?f_y{eo;~aKoa0SiUA+fYZyatf`_Q4%1jHc$yj}FhbY0IaEU{mbm}78V zZ)&CrR3qe0)sxwm&iC-)!#p)0%!+7npuHjO_)*AVM3yvulFxH!6I*w!w%6BU&=y^7tqPB$iW4Kpbr5ePev|p^*L1^Y04_xt94jo9B%Bqx0{R z(jYkQMDEOQR=xpjH8Znw>BE8Z4AJzlzBncp`io2!eG`zWYOp6&vTv?M+c}Qsej~J> zP5s?Pp-1u2GQv~CKO?5k5bbpayWwatbkXR>Oat{atDtRPTpFbQ@h5FDe zbUF_$zti3Mn`;lRX!jxQRw{vJh8WnJDm;ZG=f=1F4A8-4>!{;=_tgwKj_R?H*nKQa za9=6m9v`6MIgdTa4>PSQhlm{J{d|!sm4>URE8dAA!`w=K$CZgsR9y+*2rj zvbyQ3Bd59|T>MBT*~B3#nb&Bo+8bA=Mlnqr<)B-dbgh7Rk?G{4*cb#z=Hn>EX8f2M zRMDXucPJeK+?(AE@p&n!kq90W$kBGksKLdJNdm*=%jjankQX{N6Ci3p%%vAi`7Rzz zK^|gmihP7XXlq9!OaVvhgA-j&4Iq8wON7arb4$Y`H9;m#4?J;_@tcJ=I;-u>^)PpE z6BTI@en;N%h@v3evRalwPaOLkeDkYkyEr92LAKe@o_1OI;nkzRNzIc@IlK6Lxmc~_ z*8Z-8s4s@v>jS1ZcELpRmE-Zr`}DA*&TnjQD;pW^R!-!M=~uW42ZF+FT$`m1+{FkR zj5c(Jbh8dg#ne3gpIq|_MBG-tRM$7`+Z5MxA`mqlO_l<>?qQ2uTTT47;&2pP64QH{12nGOp zbq2vG)*zqnF~*gL`~ZahK?H|Vo#25f&l7O!m^t*Be11!YfcLABk1u9UgTV8~!R7F) z2wej~h;U2Mg4Y53rEA+&^263|05Vu&DgmW)&$KbcejRT6?D>R%wF*LkiIh1Fn`0U5 z{Z^orPqUwDCBjtvODFt4Jv=dKRAO;;h4hz*J&d9L-@m%`GS2T)d+ZzD!;G6$tt%{y zWs#2TPlU#6peua%lV*QH4m6o*sQIbh(ZN(Mhp)#@j?40K@raN3{x*BE>9^g{54OxT zbX$E}C?L(MZmd9Sigq@y2rfYg=byQcf{fc82s4bL(BXV)22jru!K#WR5wKwz_`zI& zA+e&sV;P?4{|Qs5hq;CIseOO1-UCUkjeP0mR>_ccn}1z=agcLyx;}DIvqK4kK^Kj; z;41MlG1PQvU2l+l?&a~GHXdoKduYb-f96Kc`fkZqm~KzHqm;1WlZwMONcjpRv8M?y zWml}4AvtOVqW9lp9mH^@V7{Vwqy9#b?^OON*Lsz)j z1$Mq#nqcy4x;92Aig@dzkk_Oz`1UC|K{NN%WkXv`0wASQL3$EeM5meKXFJ&ZTc+{clUSJ3>-51bMHUjdVLg z8n-gTKU{d-@}c1-uYSX5xRKd;vm`n( zO0QZJw9|aN9$xM>SmWBoeq9-W(yMr20fF-~rVdxC&pW}RYPws4L##f(_FMwwM*@>n zF`&uxCe*Y?iTb!1?fXTP7|R7Fkso6?0H_Uj7uN^D+Lho^7%!UZux*&w{b z{6XVxUt+U=NxY_-d5wCeslE7ktxG&S;3%{sq%%*36oa2l;{!CJ#O}Vz(O^X2w%Js5 z4;{t~gj0uBKrPndjs#r3TX7y5JwG;18zSwpnTqHDSP>i3IlX65G3qt}9JdkkkfvQt zfuyQeYUGopbak|0_d>cXfz=i{hnp!8z<&ZiCg24ukU>S2r6vLzq<_QjUSNf`d|Ti#reabEM>h0oDGQLAB$XpITF2 zp>Ofpvr~y=!W+=fVrodBdHy$07XFWzV^LjCuh&mPs}PDpQx{{0D=p* z9nes|ptCcZK${I3z3A)uu`UNReoYZwJ5%mnxaXGV9{}30i%)bA)Y2)tV&$ySODxl8CR-$lbMI>m4n0i{V{LUob{A#fc^OTf7p*~rO`=)=p35|hwqn^ z6#?t`F2`rlmb6x0>E!Q16g69=7barMsgeC{Ec9;oE$I&Jmp__tj*)c{JNRkn`a5cU zm_b7yxm=77h>9~%NGk-8tP!+0>Y{|Uc!1XypKtWx)F0@Hz0x5J(oJTDopha! zXi60Fn*R9WsX@a5Mkr|6XTL9AhJ2#+q-w0VW=@vSestnfz8=CHX_+PNQ>+;OtQ>@K z5~Qm}ey}7iM5E#L03!HtcM|V{eo=MJv7@kr#E^Fh*x3}j7p8UwsU?D~?`7=7^S3r~ zknqkCvZiM@CVVY6e>ARUO8*z0%mO*{glU@h)(zIobc4tDue|Ga4b(f;Ftxyt`z3GF zRfsF+;Yy=Uo+n`Kvz!K8AWs9IGyK|7Wp!tu(Ll?f@{u*ixXP#HzIM^g^T&4pu0eV zY|f)hzmp)x$-R)u=EI?w>a?4YGf=#2O`44=zcc=eJ*NT?INA%0_?z~FPWT3LTr9o6 zmnr!FE>tS9lZdez|B>(Cw}J_7o8ybMQ9CG3TFHR1^4xeL%?s6+W)FVycka15LIz=J zuUjYADB84qVGCs~OO{v+B5cXG|K@d2_uEh|$dk)#d+(%TnXg3h?=1P(C9=lG={)*B zB8BX{f^JFqXyXncGM=UKVOL^l7uvh)s|u~r>T^9$gUKtV*zvMpKS470+E8x1UyW6) zso#AiBDaI3%l5$T_`dIGVm3K*u!k^MMUzMN|s=@rR z!hJrCH1tey5?iaBfQ@MJOtZ;QSZk|F&opVK!LtX*ngx=>3m(ZjdbQbZM$QB#ma z03_HI2T4}yNkUr(F|hC%WWO#VZ+aG(Hl-R5HzfPQPysbcOWn4e<<>nj(7HP4mQ?WK zmo+VDMGw!uytAmXvG(7%QRnB_e)RBz&|lKcN;39v?o~fiKzBN0I&yk+q!wS<@Gfnk zJjGXhk0pN~h&0{Sdd6IIjKYch%_)`wF5y?X*R>Srg#xGE6R(yB5FxJH?3+3L`~HaP zkknnznNhP@_+jzaj*cF*=)U_FczD@j0+4kK7iO^;J;>X1>$3o@R^W=My}y+G--3}b z=c$0KRl%l>nHqJzx}3-f$ch!NS;oEmC@hkfXC>3D-}bHuOA)6G(J`rRZ1YpGwEN!t z4mY3RiuCaz1Ag+WCubV)I;7N}27K?aU$u6jt`30AWlz0PMEOlIKEHM!3boy?QJ%)7 z3OBXP(B~soof$7!{@3U)V7diOGt_1&S`JTyUFEi(50pR$0Pi-r%L(-5jtxkZdTcf5 z;5>#(;7=~E#x0{^^~r9Lb3mp(*Nev2V)(D|UzWNrZsw8^WcR+SqQqt~n<66_QO^v2 zr`L8rk+W*cbf^J;{#8c`}qqm^oetGfx27r1sQKTb*gUxM$P2$?) z{n;vITP?`JhM4_2NO$WLevaF4rKw=JcOO_2WkAg?GCpb&BLO_yhS3K3fpQ6Wy+9~+ z;O-|k+@w@V{l!madDa)hLY4ktcE4bSC%b1Dg&pk1YW;U3UkE^O*O!BE8?fYwb;jCM z9YXK$7dcEi(l9qnQhf1cosfII4PmdOc_+?zq&{)=XQFa>KYYl0KUH|y)xsisRl6VX z$n0QCu+~8GzU#L)yo-sk{N0iMCCM(99Vsk0Bg>A7Wvh`@(cb!|tM?OKdLnw}lZ!bO2$-894b zsq-FAcxDxtO3$r`%kF=TxdZ)0(D`Ko6_ZSZGT=|)JjWauuehhHsj&r7d-1#;&T!uR;7wQGCy?K zt6g`#ec}I`4q@eyQc&e?ppk5H%ln6*p3wGh0h5g3D)RRRgWJ(h0qkw+Gw#jz zh|7>caqT_Ty^!o+jxd;y?m)}$-7N&a{kucZpvPbT#zEj;J;sqYPnEJE{+pSnvpS{l ze(H3G-`*Q~&J!w68#!W7w_#*3<@eU%!?!0DUhdT=!rcC$c1S)oPzJ?*pkM#{$hKGo zKFL&5T^y>gY>mw9itgZ5gt;$I{L;wEXLt(c2jkndSJ4Y$VJ<&}p9RkyZ!G@%AMme#UUcBQNf86>59gcfl~Vk^ z-~)3p`1zj&AEtmVGi6@?FU8mYWdFchz&nX8OPHzgkLAFjI#7ZkSr`5QNC5WWIX@r( zHOwvrzx|u%<=i2;>A)gp&}JO#X3eElt^<9`hP5(pE;zBv4kAO0o>FmShE z&o5p0Lsf8uYYc>m*k{i9#}7ZE10w%?>&LB|f8eN2DK!WvxnlFaEBx`pPi29~H?F;X z{_KxuIDc0k{+a}=lU9RmJj(@BTT)B@?cOE=MiV7v~!{jTBc zA8zf^$$hd9I-7n{b+U=MGkw4R1<1H8b0YvQ1VDW&LC6lcb+0LeB`!riMAX@8|=oFkK zpaN&w8IrUsJM%{Z?nEh*#Bx=@#6+gau=-RXg7jI~I^e3d;?5h}{)N_Pmx}>TDK6^- z&QuMtkxzemBK8gherAO7)~y!O1}Yrji=<&VK;;03{93v<1e1{3RT_7)Bb8l$0 zReT+5HazwF%e~0tWXHr0@85qGkTo8+lnC$??Np1nTEYual={Qh@Tx&kWgoKX%L|C* zRtaN0$UL==z^Y8Hv=4t^kgC{TA0|h}$Ip7~MC+)vS76uGJW{nYd+9sA}*`ju(3Iigs00b+8-1Mi|eQ}+GF}l zhSi5FtbQ(I_%xBaHAOqa&MUKLWf+oa;#8Gv-b*H7xa1HVm*?#9G_R~b-^k1^`E{DKDyJox&2zIyv$!(l3eQe1r5c; z1VLAA5-hj%W_ZiULRq!U`eOW~O{(wXrZ9Gwbu_@QLRfc7qxlVb3fO?hp$k$%%hYF6 zf|^XSU2^;JM&!wtyWUcd@(Ftz7G)v+un;EB^>~gfzC=D_LNdcl9m9!i4G!VHTwTcU z@3EQwf&kU<6c{*l@}wP?aF~fuby~@_Yu8$IaXziSI-?Q$4t+#!<+__LVcx?94p6XBj724$5YEYQo2Rxr;E{D92#=MlR{kp^{VCdA?({|K(i1OOW7YrIk7&#*w4>b}x zHhV>G_nEE?YWeQbdoPrXi`qU4m>WztN;D_0FUn@nwQFF4+Cv)J3I75B;Z;R*=&;e!s({Ie40wo#^BI> zdToV9W*ez33b}lx0B&AVNbmS5tjZ%UrPKwl;QLXKZc`6vj*=6a6!5QC#{ND5Z8sje zn^Kd9RF%8Ppw^7Og?`|^@(@TLMj8q$zbx9Bua;>mMn|S_l{uM-S@I%fN0}Gq zH-TBMg)k!$<~bYX+*BI&i{Yc$rR9*;HT?7u6$4mI|L=bkPVhK zxnCFv3!cp}$&Q$-4?bQpM4Tw#2;r1!Vm{K9C}AYz?2%xrR|GHJ?7kAzDZk~^li}w4 z+a0)BxD%bAZ87YK)>12hDG09vbg2BKhVpEo2?FN}-esFE6X;Io%!or#{WYLKk)Q$2 z@|1i)X9eunsLt2>ZoKI)%Y9K$75cQHBI^YOO0UO$zdzc3XVHP7cpcDbf)3qG2A$D6 zB*e7)@ZwIU4uMo^*$S;p6w`H6t0Xtvq0%hH$ir25xm4>P^&1m;qRu0-)}eSoqsl}{ zh~X?4l0{(dI6N{cdqaO7X0kadxu;J9>-aV}dggs{a-A7VAK2Hum2P7*RmWQ!j7M=M^EVZaZA(jF5~oCZ%BJ;ASt! zSv-s@<_$>RkkUY?e9ojZ$?^g*y3NoYD>LjkIXTg(hng#k70~bRg-t~?<5p`iB*nPe z=5QwOAFa75PGJz%`M3BE37RIWl=wmWs;jbpf9?NK%1?>y6KnoU-&J_3^HTJ0-+91H zs&tMyvyJfpyjXAOSyxA!$}P>HYSxzWU$PXJAO^xGsj*u3X@03<2O?uxpHgWjNB_-1 z7nI5TXciGQUt1!BEVfS5gV5EDN<6Qa_||RVSL%#QDy!BhfA*LfCK%xCMwPha-yGl~ zcF?W!Szk_?Q@4Z6t~p&hs~>XW<6a9u7ovbg8m7~$(n+__FBk`@T3$X%swdepR0_(R z=xpd8tE?;-1n-1LTrY%fW2<&V+UI!p&NcrjFam*RBN|UBt^=a#z1DQz9TXt;L<)u%&`7QRd0^4l zDJ^@wgv0j0Bl^U^kEXJF+diaBRHc&#wX77Ab_Z6qHHxH-z!2#e#^DCSVNKS|qa+d@ zh1ZkMacVtteT1gJvlKOmHDAA2W|LUqviJc0V~}kuG$f=nPISay+#>fS{a4nOe(Vp1 z=Zli*%HqEZz8hCypL8632p$v_4pu+Z8VQFX=rM07XBHk_a5Bp7*e9@)9u!n2GLKNR zC3^Cx6zeT#Cv5DRX+Tk6LHmXO-T?(}U;AtU40?_^k5sDyX-Kt($?b=CgHNs)?pWI*CKDIzbjpuO^U%_0dOoiOrB1oLYz#E0HntUW`3;UM!sFc zq^mY21Iah!eZ4&BvslknI1GcMb`BW485G?MmJBsGMqX z;tx%Jiwm9fg%RBrZR;*~I-i}89P8yF(Pdn#m%cSjL50I-_Mk^Tu~f_3B@qDQ9bi7J zyW$z6;>%R&zTd44owgrem?-wg&iCck66fbxk&GuUi+{h*yijS|t#RSzGuvEX9g1VF zwI6$ejbw)8=#%BV$954oYm^pz>se~1@nGr9KJTAtgH~{czi&CK!!aDiT3(R}U=c5@ zqmc~SQhnHqy`#6q$G9QEP+DL*m{b_p^PR-qH|ynx7*snUN%nU?ABYlwI|1z%hKmGrhz^OUkOGD{= zI$1T$vHZGi3l3xJ&7As(eL!on@Jb$L%U^-W-JSNLd^aXN&&82QsgBe$DcNTdKAAo9eqzoU|ip?w3 z^qtFeN|tP@CIswS6(9miWp|uW55)6y#XNYmS#A2)`XnU~o1-)i@lIYIo*JBOT9tR% z@u_4F`}Q>|uPPsEtU#}~p-d|&{{gmck(gg#l-ED#K4ce@tTAQjVTz(4zl2L??>KPD zrhnbZP4^k~X%BS|FUu+vJbp3D(ula$RcU*HYzM3a>p8uzO-nCG;OrZ`mcJHRu1qa| zz2gKQ9Yi>nvhO+aHn^xahb>OWL~v*H4@zhbhs&=Q*R4%>tc(85wDezS(xH_CrTa0t z725adJYGHD#g=6n*SI^kf4Tq@kisQLb~n2a?+TksHW8z`C7O!MxevS=$Jf#8ex!06!GWM>^^Zos4X#V@Km zC}ym7w}nR>Ezwp`efnWB_=2v5*0sjBGay?9?Eu@o(Xc1ed}N9-P~I0h{jPb6 z<-atVT(*a0oJ4pc4LxD~Qg6UXn46=rdRk zQ%S6Ck1L86v1m%LhAwOv0e@YO;kO8<-s1ZGPGFx^&*k(#XR_LVp;OHSv94dUu%bnJ z+O(dCYij;AjJxR~p#%A}8p3+nc__aE)RAmNEV)oz=Lzwpb;rgvb2Ayi6(CTA75065 zY{GD&)@*mnAqnkmf~C6g-hw~g+=$Y~HI(#Yuy^T+`X-PH-z2TZ{DYP*-F*4)m;?H& zeb7+S2u3b_&mnhL7`c|qHqhrwLIe~iObqUMuSp~jG)$0I?PjA{gMR?sxbR1(Ud}k{ zJ%H3sD~GZ^jJW#1^4G^0QgmnF&iLZZj$V)7~+FlcZ>9a*3`jPoM1D}t^cxN@&A7+7^C;-{(~U$AY9;6`){ zC5fzf)ks6ibrFo5ehta?-XI-X9~j6Dvq?!&54$|rF_$4>UU1M9k-?1weHp(mbs@@W z7&@TK%^8T$dKH0y;&i$W|9vw*cKwta0CmeO{vj4@5ClM<=68m_2l}9yN(0$e^#Zyz zwtwg(0JQvbp9*JEgZ`oR0D$prFbxoVFXq2-@c)E?PaOx)vd9hGAL?lU?v9@Vfbj|4 zt^0q3Z13I#F!0Yb&p+_(py_{e4}iP3pU$2A@5Kf9+ao0avON{l!~XZN{AXBBo!B3_ ze3YsEe*yh(QT@Mw{@)4x6YMsA>OJSYmU{F{4fmOjD`$DN*5_qFeczKmr~|MgqSfk5 zfvHtQanv={GdU)RV7aH&pMg4GeWqjQ&h8fR{)qw zG@d?9WGNegHG6V<%xH*uH0ei*+dZjqn+*Q>;jBt6G(eRBCDzOISg|cKS!6lpgb$efj7prCgOF=iTF&B=0M!8pEG? zO*^*3#jL9K$Gn8Yb+g@fokc?s)`aYI^ap|P22z24@a;b_MBQgWn5byQlPz~^7n@f%A$_7O^7Gu@ z?UrDxeOFT zJ7k3Gmh$zzK?5?iMInlM^gD{}fg-La?YT~ZEHq`1bbiuU0=B!!JL4v1`Ot-g%`wrL z@sqmOUtq$A$uleQj zL=BP9p42R-^>)RobG6?g*PtwsCWlIp*jL&fgu-yHKD%}Nr9po>|5r|f`0AtW2UpHV zc3hgy#jrcHr3mIpi+YX!_%*Zpo64Y?)Gs)-Fj&^KRf)*-oQqtkKmD>VS8Wq6MO2Qu|W28!j<*lwf@#D3C8Kan6pD(fbtd4WpkI+SE=J+>9x?X&qY6>uba zJ-O3jP4CBafG1PlHK!rp>GYF$F=pQ@NsPXhPVb~aM}+tpD#oN~nYJ}xiVaj&dfksR zfPWRdZg1DMY+= zdFggK%Wbd&!bbtOuAZA_^^RY@VXN?+5>)z4?IINw^1O$b zRhws->R@T+^vru=QhKgLnGJeWlr}7Fz1b4MnJCFxjHSGXrzn;k-1}37r_^%zhp0Og z&C)W3@UKnARgPT6_b~g@mjbF$eau8 zzmjAi{2u2D!qzL)s3TDWmmVjLTt2)YBgNb{AE&jvkg!!R(SXd;Q3Rgn8p=$Z)>^8# zFEF;U4oIhdp>YIw-D`+M@eUuSL}Lg)YnG6dd^n(Cs)>xHUkJsv%i58GMtTiY4#{&*NQA$&PBqWnYXScX6Rw%gr)mw_ADLbIq|yC+H0fxB_HAHU%K?Dsuy>#>E5 zjV4vm6(wt?GPtEK<5SUC2G4jho%mHpSaHYmY&#F@xjxScG78xSNwkIQ4T+i1_M*EI zvx!Udy=}if%3ocb>5MzN#~J9r^iCqlZ+G)&5=NiRVR3h9M{4F9E~n|Ck!DWFt1_Or z1O?I%viZ_MWK+k<8Pu11isC9`l`eQg!wP31Dd&;Ts%HMvRmbHS1JJ2>t#5w~eg5rr z>^`#;c3(N~I8oV5Bl)Jb+~YgJ%&=yrYqeQt`X8s6m@eEvghDLMUS64R833BOxOc}c zM)HKRwGbxvj0n2n6Na?)l%F4PjJUmK&PZVw4v%xWg(vfJ920u18=hqQpSY%*yY{BU zlq~E%{-cwtB!#ZsUK3Dd| z;UKYPkYCrKRdFx*w7fG>uM<}xdI|H`;nC*U_j_k}oi76}dRf$>Ny>UNv5%+`SHz?3 zp&hs2d}%6py(nXeI2O_gCMLv_b~0_Ba9VAVzB3W$98jZc8=*>#%pMur#eTupR)1 zuWYuw<+_?2Pnorrgfim7d8a%Km*S@7gH{`j>3qy>?M?f{LFe@ayC>ORnwy>r4_o6! zf*eQd`rKq};t~s?v~foA$3nBb<~+m9NG7)RFzKNI35n&>X(<(UqV$EE@n)Xj3M$`v zrgB|-*S!v)*19uY34E+$a1o2jJmQUT8HtKQgCt(4^XhFEDtS^j`{`UHP)S{9p>AI6 zDZ+CBE)HI!SFD#Pv*@tu<3sf~kwGpcOYf`-6nRFu2U~bXGIT-Y@t#c&=lOI{VLiWO z$#sI6>M^Haeqf6Qc)0@Zr``)dn?;AU{4tE5kGv5C7mPaWLhOv%rs$J%f*ktoxj?|A zf=WE}4*8+9x{}?3upY2KAv1*LSZ>*s+{*OL{w-jN9&_BvGD?x2 z6quvw2`5OxvO+lI^+=jgO-vW!MCl?y=8DYfG)&m3*%h;% zPe$153VcdY`4qd@3B1a7d1%zVE48DGYj$R8i$f9}kDFN=gq~y+*HKAatCu0siz&ttT5C}AvH5|XxOGjLot0tpt6ci3s zH8{=vORWacFA;*d^nC$L5+{8(fZjR9M!f{~C+$LN+(wP2=CTS#1SMSaxr2!P4mSyC zlUvw3{dV69B2ff%F0=O$u2ZnUsBEqKC=tQ`g6WM_UOY0KhzM*+mW65o3o}Fp@rU7c zc)tP44-+eB1S@+zgq46oq6?S8?Va{4Bgi}LCq?7IK4JDN=F~2_8XI4^jpF*~GTM zu+QpugTHkEXuKpgO1+)OgA^;7jCjaV66(8$7wl&7Nh zc8$Pv_8E=1$Xn0vwnoWTStP*`UcYRQo(mu>`Yy3aIk%KdHcu6yv^FmMdbtM{{6r*6 zyWd{-Slp5rtc4_5z-P~8X~7MFbF$q{a->nI4Vs5V%<^-FYE%nIIwFM>Vd{9dKu~=UUV|bVptaTr zgc6J9PP~fTYS5roqIixaI<~V?^%fqlh1z2m_ovEQZJ&7f&vOzeYxD}Z9xM>z^6ni7 zlzq7Whcw@7@n5GpZZ$Dio-ahX|>V52k?8fAL zbQ+`(u^8%GZ`HIF zuE_h;-F$oed^wEWXB{ZO4sY(h^X@@5JFFBfKbPb4qpO;roT|^Ok@s1rDy(mA2v1d{ zxNIQf=>rx-T(nAZtIfaP_0D?Wkau$*~q6FGye;uY%sa{`S+zktBV87 z*8}~(v6809m-uutKEL?IadciBZ0I@nbZ4OOvXry2szu1{+(-4vOspG~3wVUi*1EUO znQQMyr_^-wo}QRJBjag%@sWJC+5-;$o3fQok*a5#+wZ+Set26(Bl6k@amPnyUe5TN zPQ&HyGKZ{0&b{x%-ec0HgxQhEu>4Ii&Ct_}s^oa$^xaeMnFFh66bTng2YkJgQlN=E z?~bV>zA$vT%=**Q0{gwPZag&~M*%^J6V}&bI58{i3w4S69>nnQ>-~Oi(&E+!=Xwra zN&mf1q|NRV|4chCQ~;2>aNFbDe}b;>1C^=@P3WBAd^*bAe8*j~GcXSo_ly}gofhr8 zbFK!dvR0zbH8(IbOU>gj%ioK#1|& z>*Tgigs-QMJmLaRQ>pi)%ad>B-wznw*7yA~>G4&H=dJ8q%l7&9*oTG5(v7eiTmRx@ z-i!$e)BUd~zC6gzqEloFf7Ml{9BO~C?^Cau3_q|OTPLn;ra;q#3cb)?w&WqE4Y!8j zoebj|(Sz8N2>&XG$#*X&BU-^l$G1>C8_)3z zLdPmuDC~#8&o}1!@*~};mpzwCQm)(!K4Aaka3Dh4eC^xmuVT;Mh*sF+^uQ8M&Nd-- zS`V3gY`R^#|I5Fu7vJY7ZO40^dPq}`6KvRYr0Q1QIrxN?Q<~ibpvm^O{i_Z zT)y`F>(9s=&%ZvCmt?&6PxhnX(6NjBH(2Xx0d(UO6leM|nJ)oMvI+-{vb;!fc)fA7 zqhiCewpA@ACAyi@_o?TbNRu8>WNf_)r7G{mj3Q=XE)C1A0eoawZY%7d6~kZ-U$iE- zf4y<@C)&LY=t_TfrTMm&8r}DH=IXYd)lKnwyUfx|y~l^T zCHz;Xx&-%oM|N4SHi=1c&wv_OCs#Dpl44Rx9uNXv^31g7jXOR^*6G%06-t5I?zmff zs||Ogy;m%YOQ$DPn+wOtVP+jU@WLxD9ai0DJuuLk9Pscm2pD|=L-v$qkJI5YM=$bF+FqBu2N zK?UqS*l)VoipZ#`SIhEeANG*Twl`N>L6&u35P|zEGxVg|u!2QIxErz`!#0_T}0_jU(v=h`C=b^g65f173v#JqSYql%BDz0g#beND35yEDs z`1~6*&BOu5_m$2#YyUCM%!r8YT;1cFV~yi_4@|vbv^qP6UZkj?7m#Y)5HzYct zDcgkYzUWs$=gl-zY^4*oXq+>xOQ*SUy!g@w9&>9yR%eEqQix|A8m7m-+*{csoV8rY z4m{j}gELg0CSil%-=Q8eAL|Px>|W&>VTD#k%Gkfw)dLHbSLXuqGYpEf$)+=!CuYK$ z1NIvpH0t*tJUzt(QGes)NB{~O%Eao|Jr*~5?G|Ln6AHsNrT_ZW-VnIck;Jr?Y^<94 zj=sskwId!qQlzbK;3yw^)8GeFIccOuAphM>y@k_r4!18#T8sbYg4@&rfGk-CVyLj= zn7p|aO42;Z8nQr9*5i7g&Q44Bq>X+3r9QQIFz9}20ODz}(n0Xnb0J^irfYwdb4`?Mx z)I;$K-d}VsLOq!6=V|HW_oRJ{v_wU{1r$*@2;^Q+mkcDpZE{mHK~y)IdYid{G>kH{ zM(=j{rJj@=7|w9xp0gh@-Y5NUz=$+LY7@HhAU#9-2svO$rYN2?ySBI6Q{zF%u&*#I zb)Y&!`U z$ZM_Xen%#B`C_43DaZUg@7_#hefN)tt@<#X%vD$745d<~KkZI}`+28!dcgsNFXEbJ zVsB|}p+%gChh%%HxhOnrd^p_3wWVsIm6yLQE{bQvdYGh$snZR~I!qeLNoVOTmTed) zNmVTxg)M&UY#>HHSaoWLE)Ff;UQwafW859EkbeD8r8|seHD_&hw6ioI0ES>)94>3z zfZzDwAk~)6AZJS43=T9N-a;;zzQ6zOy4)e7_mNt2sQw_l9IGPt5>pB0DPZa8V6E?)Q`Dk-_cxaNOYGzws zx@R^XBQrF@ziFDS%if9Up1@>lhMl=to>z1b5r;t8vs|lkh?4f;+4LDY*FAWIPLq|( zVPMv-og4t`bR4zieA)Ln$DoYhB^RxAMG?{#R|!$rwtd5Nc`eM!8&&1QCiSMga+{;d zK23_)`^^CBcBmZZV2l*A?s8@bN2RRCMDs&dgBkNCXVK4g4DwWi(Dz1Ju7$EmEFF_G zs_>Ye^EF0QF@D^YTZt2I+5S?(Q;zYix8amIgVI6<4ydx}hd$@YmAH?p{2(Y;Qh?+iV-idTR79Z=w z=V&Z{jlo`3QKCP_dcRDKwHE=8WcZn!RjrY4QAU*g$r?1tX$}JME%iGA}?PEgfF;Wixa$F#8#0 z`AMjH{&ew-)B-yJv;+;xw&GsVA$&prW!E|-jC$WS?l}C0Mlts_Pv>$PDz{dGF3zVq z(IbXNJ<8!G0jwGQ=Gb67mf_q$pTB4B>gh(sTR~=9GDofz=Pi1^naKDs2@&hp8Nd5B z!?rsqko1VdxCl1b^WY$(7iHk+nQNcJ6)y7#d--2U)A7z#<=(WKE={9D43&g+;g)Eu z-CX%DJq>%~jqhM(IIv{_lT!ij!Dvgk@yBY1u$lTrjnsdPl&fvzZ~~#KfRGcp&KM^4hi_@NqFZb;2R3PN?-g^Lj{_k7*}=fxJVAv zv@3ioD3i>Fa<|N4sIC1oe%FTd=F>*f`O zh5iFOv+2LMiT4}*Bn12A7OEaDzzNfsD= z3^P2z^Kj04Tgo(`v+nVCF*FnbLr6Bwc0KP_2o6)|>#oq#nMH5S7~vbe7ZF**l(w}2 zw`0-vV*^lTa~Sy<(jFutNf}iYHrdYlv0lRLWA2We8uemf zXc;5z(~i`hY4sUa1oY$;eGqGC=_`?>$XOcezb{Z)p@>?Klsx6>q%9+xAMIlSjQ#D5 zI2{qdR_xlp_~PX~`lYOm*x4Q95?OTa%Ulm|*wq3pc(Sxdf6k|8d`Xg4r8Nvz8Yi=e zyfOuwESO!`u)`}8toRAtV^rezIXMaQix0=_=1Qlva6hXxRGXiA&yM?J#z*S z8H2oNF_jbTkMs2)JJWOJm4W#N^F^sAgON7A>951;7O8ri0Vao@?t)@?Mtn3S2Ey)` z{WPcNY~`=ouo|6LZtGPZU(4a*Zm*^1<<#z+VmT@2imDq~%;Yj0$v4dQ>P@w%hdYiG zw|4Xp^s?7NRb|{J-gpK~SKKg}Wj+{_QVtF6X}EgNg=gc%_U%uR4W*u}Zit)~6Zrwn z>_vXm`EV97Ygf62LY(jAcD{c}mR?*vwK7HmT|(#>i4vcD)(K?O!1t$rQ^jCr-2bd6 zl@^XCD+Y|Nq=7y(5|9}y{0_reG1z(s!kXe!UI? zATBs%lJqPp%&S!WZHV1-cqHoNuu90Kxn4QFHkoo4-s|eIM+Qqg*An}pORmVi(pHhk z)n9G>FzW1B$MF?vJzC(uX%z!iezTxkq$lBM^Yyz$wgmhgGy4R@(S%z<#%?{oh~4GF z(Q<8e*iL1MWTkGRw1?rturHu0X@}yw)?`A$^5tJHrRk>-wALL59mDY%A67LErTU5X zmkHQ8hrD2(@-+!s-F^7I*TMpw(}wcx+LXJl?CR_nTMi>b)g^-3;rBsSxIBYxPvI zPkPg$O?qB6k8}5bClm@JZ{W;GtV?l)acsC=N@kaT()?BduD zb=_`al|C|Ht6cEUM>ZBNU+TdYVrHG1>AlYd(|p3ZCPJTC*uVUSs)4N6s? zduTHh?n4?xNPV6+g@ENWLR;H3Uk*>^r--EMbuu9{UE7C`{}QszBh!Puo&qLym$pMQ zYr6{l(L>jfyXdCSxCQCeww;sKk!`xU?aPw^gSv5v5?@C>e}lvuDf-~pu%uxc8S63Q zFC2vT*1vEGyHK80-H$z;RIhUt9q;YYe^8LBxrJQ0|La)&;EX@qP(pB30+@EIgmF;# z11RSSeA5tC!VqM>oqkSCy=!FizRLMwWSFP@gc87DZ-wg)p*WZQ(*Y&Man)r7Uqr z5nB?qh_+nZ-XzG}msaLtk#Tsf(?cGAs8*{$%TK_t+Z>m+@$fLbX2MALYo@QNN@@F1 zszSQgJwdgABV4X|hhLf@`p^fO|ABZ^8yyCtq5P=bT0=D>zhaY0M?0xcVU^{_?%Us* zE7f!zz}*gEV`l4*J9FJ7%<|(!sTAqMIfa_64^OEo#_xevtI`H=!3M*n-ilq&ICkKa zAZ~76b-_L_R?u>^Zf_pJx|I|;Xm`KIp=jL|a`yKmpwC6<0uXe$L<3coJekAg<)pPD zn}^w5dzuMD#7+fKS`y33hDErK*K|bz)}M@|DjTF?@*+FC;>`R3H86iHf7Wg7rIxA+ z+TgHh^3X=?TX1N6{#-rdrMDw?{~8_HM4ItXRRs_RmlT@Ca*yYt0bW(2Y{Hev>ob3Ium_Uw+p8n5W7ZHY={ru4Os(-FSMQz3^ed)H^BZyrosxN@=eQ{ zaKcg;IDvgSjF!GIO4L<8f^oE^MY1-he`7ZN_tq6g8S^rRpRWp;xu{(VKqv{x2l`S$kz9-$*mFYps{!+ z3ST$pU!eQgb)dTb6!gDFGvA*($i65MuuC^=$0h4&>rm)nE7kT?r9Ml9F2BmC2l84L zIq++}e7MTR!YIq(?EJf}lsT2g-$Hhuja5oEvjF)?v-VzW4s}qpD%1aUi!>$vdPK`^ z$dh)uOp9kIJ8X@K$BwJXxp#DZu}kNpb$hHt{JjS`Y-~mEZZKA~{?7Sk23v$A^^BF$ z*1X$GzXL_1;HpVNV=&BCdZ&!wIbB$r5Z|Ugf9VyT~?j*!lm**1>{X7+q+Wa z9gLcD(*Q=PH%O|Z5Tzahz+4cu@Vay8HlTM&3LF93BGk&hV6A3H>ek*;`sqpxi-Xyg zLMi~>i=0s@A{Ym}hYI~T-;-<9j>sA1v>u^3O^*8SFS3<(6`N?}#s?gwYdsP^i&@tF zNfEC#=k=Cb`D2Up(e(g#CDgE48D(z)vLNba{2uaYp)sFYjc#yX$fXoY7i*FJFt#(4 zn4*iU^q6WPRdBY1F+71k@l@WCrChX4(4sFi(-RB2P5Gh|N!;qb_7||tl}y)#y7P9m zW$l0a8fsLzg`;aTfEX0Iq|dNMHOGw#NBrD4V= z zAI>&?808XgduHRe@jjw5aFS^b%b@s>y1ZJ%E6q3L{sJw$gy zPU^!On1}&@OP0ySIOvDg6tF)@lhWKg9?ZDP>Uo>}<3DL!t{;al)v%3gpUVCZHGc!{ zrYjj~H--E{Haauw8I3b7N z3Z7N|Bsy%B7cJx_ZJrm1mEx4&8!oYUM{tf_e0U_0#>Pirxw(Qo5TLV`wU#i^TLrsC zBXq$}X8AmVSP&_vT2$x0Eo&x8F+Pz{hIlg1&0dp78N~prA3F|17nuY~r{geYma69> z?KAbwsYdtC`ocJiTQW~)KpBT+du-qQZ<1U<;3{f&tK9@^&#f;+9xGws-P@Sd&daqn zT{PUo#eWGD!bhM|mZEbqtW~n12*0Pr_d6*I zY}1_T4NX>n4V5I{{pV$<76a_cC<~ff|37wnG_dofVfY<>V@Qo^c@;d6p$@9zC1;;& zA>-d#2JZGj3>bylFZj( zyW9?dJ<6DrS{yK83l`XzeEFpNMo7UvO&!X^LB|)#3nkADm3tLwo5-%W^$Cz_10Cfy zl$O4iD{UbGABspsSzM-y$(Up-d#NRe*@Qh=KzLQ#9EP}O+Uw>G)nA-NGvgtzc978O ztL zt1)b$d%{2bDaigP$XA{5!4r$f#JL(-*u#PtGw)1D z4tD605j<;HReO1C3B||tXU6X$rO0clBM{HT31Qyh@GNMe^)T*3vvRd^aO(0i8Wu0I z4O83{P_z&^Pl+!{9V&FmODSY~0;cXJzl{c)DvWm*TWcsWU^{Dn$u3B>hb~& z^9gSD8DPlEG8O7^uTTE)ftZ(_g;!WZNkdkc;m!px!)Z{+Odhz=@pfy~4QNv4zZhR({uQw?Vm(NU)gZ8@9m2Y#X(&Glp-r5}N2cxO? zrPs{@q>Ii2to&YyA>s)=vEEE7#N6#h6l$!DfdUzFMnnr_ugYZVedj^cJL~#8qBxxU zAfq3e7b(_elQTz&r)$4!#nA|X^v|yhA$`LU_?>_SsEd))2HRkg5Paw9%24X)fytz< zWN87wP>d%nj=Jok)TuBV_eIXdGBwa~K0t#&VLHH0WRtW=-ZiMYp5BWba?3@C@6t9k9}xD3-BsZj&Wu!iz5}v9Zh@#ggO&L<$f9|a&N8bU95qU8CF)ez9T3*rkn6rp;7I0ctYhz z0+AJ9E8EuI{JdJ*PX3oB_>-wS&`1e~3oN&m*b{Egsq0s6ej{SU!7`6|DaWf@?O%A{ z!84zZPG-C;QMpgPu+v;^v5hsuwv?e!Tq#h;^*LO-?XZ$3YxJikaZyBwqGd`zy-qZr zUx(J_$^RsC)|IfXa9A-2jRV_4W&$ zR-mX9B$nHbc6e<)ZfCe-IbQ;SE2B?WnrUo5G4-u@=OpYl*%U(!uH$A;A=(=8CLad8 z-dXsQAt7C03A;~`lvV@#&DhOCjU8F>9v$$tUd2s%$tc2CUPhOU=7xO>u^U1_i!3e% zF`SHG5wnr*FX5N--$p^)!IZC!?k{+pST;4WhV**R#j@q|s8qW{0L_aiQJ<{=w=QHS z>Td4I#t10#aWd~cBO!zfbW64^LKrHE)a|#cGc>qvBTzag5VH(pq^G^LEEb;%pR?Lh zz|}Xd&M@BuxB|bnBJSt9k8v}G%@nY^H;X8KjU6&C@)rv+)Zt9tlzjV342qMlQG7cE zVc8f~m(kJ($Ijoh)peY)OAu--_Q+nnVW!WxwYrdB(zOn}6pan;$j_6{G^&I!<%Xi# zz%x>-k?=$2eO_v)q(n-4tC?oSqFMk+FOQXCeN&%)$E1-2A?G%7{~H!RE#fYvm0TS; z^h{l#rsPB?FlDK$m&5k=*g-k`tKS%C#iNl zdiV9&=8Xs6)MC_DhKFGSN%_aT z^@vQMHhuiM>*mMvcS5Z{cIIt5j=Th{amM5o+WOpeFP&pjlFDttVinG~o;;dT)?U5| zBFhst_n^qDq+&HL6(VOgyHU58Q|`DN;*@aV^6i(uOXSWRv!GE<9mV?b!h;x0Tlr_lv)ZF;+#^oXer(`_*V9|+~Wdh81WH5h&)1vYBU z;`^>T?-k(sqANITH>0f{I}|Ie$)3->3o%zJHf;`*Mthq3ii+I$jV|1(?=xGO61-tz zM!G@>G0)OzOPE9@rLS)p5cKfFK@z{Wx-~h&FE3WjEf|wu+zM$NB{;@)h<MV?EBlfxFAADYY*e^mc!t*v!Rm~F0N=TK255hwQFc=0|6}hx zqncc|wox1CvY;;MRYgU*^j>TrAfQy~A|ldzCqYy!R1xV_L+`x>2o^wUq=p`(g__Vp z2oUn!aj&)Cz2A4ide0c&k2B8M{}=@F+|OO+ea$(qc}*4N7jv^?Lv3uIM*9?37k*yjPk_c?1wG4U7Xc?_s;gOT znEGq^{h=~)s0+KujCLE;I4()X{eyBagXhvKl5>CFU`63!)MxjMIy3$JB9jzTGy|79 ztDqxc!M4-oKFA6aANMvF%$!}R@@mlx!$bg@KhbaGL7Q~BZQlo|Bfgl=)e>l#`=G9b z|8cuHy*}{`kyM~bK8AA7X@baK-y$q%;_z*G>juPH@xPc@vQ7p zIOaBgZV9zUQ<)MiaE^5G!ZXFk$5~}u6vtS$>IWdthGD)EYp2aJr6as86Y2hO#6O<> z4k|+Y6s$ZNlGwyEo-QuiHK!`oHHC8sW?2{uXIunr+e=xcd_>3BR`as7nRi#)cz^&x znN@|akrk=y{H;q|Nmr^o3sILrqo9h+?4BhWZ_g~RFae;G|LR+~BN;Oc^7yU6CN+Z_ z*;GIiJbV#tD|bVq&6RoK$2?j&IUsrrvek0h6@iywD;s+Nw{N>bTx&?7kSz>AAqJ}q zbR^M4B{R+~Ufv)a@R)`k7#SRH^AKRZx4V%L*PUTu>^%XAZ2QwTi-ot*_HB}oSDCf>N~y6 z!lmKL%C7okJ9P2Q_kA^epXGOOiYj@)6jMoXSce{o)9UDgUJ*Kx9Q9$gJsaqlsqDe3ho26Lwl zYqYqIdM1@)fneJwWTdWexRgcwN#>of2cbEA57%S>(e3T;;cY+@{n|W9;@OuRgyO0j z_cIF6*6T~TUy6vk;G^A8-|BDBj3FPzzQ# z00cK$IKydAZRX%Pzt(!Meecg7KI8!7(4clbxm0!YwFd=S9+rRQc)QNIO`uA~Vn(9A zkJE+R7-K3fpXF()?U+~Wc9--@eFTG^h`XjwP{xPC}OR^!bx8Sg|lZ%Dirz1Ci>jRr}Qw+14wVTn>33|Ek^nf8dhW< zq&{2tLe7FuFM%pEt@QUiLwxRs9Wpvf&mF&(DHuAw{+q=XfwWD&hEnZ#Jn|t@p7i29 z-=M!*Kq#}=4b^BKtG?UcSCzt9f0kDiB@g#eWKRz{&a(CP6s%mKz zfe6ottd)u(Ws&v}@*-)5Wd@Cc6BZ+2%Hb*it6b7+xI4mC~0_714s2I6P?dm{@))tlUr8shVZWF3$ko&(-X!52~iFu>F?CnRZb~Zriw- z@hGiqp&F`V5#|5PO7E5f8j!AUJs)Y}5(5OYCkKSC#H6N#`^oQ~K$y&4B>-ZWYT)Yh z)JikESWI!ZVw@H8O4oKW9BW@EbW6GRm2lk%Nf%Lidln-N_r(1+Uj$PMT`@w~Z)0ko za2MI8YBMdoQ8^_&|5O(VwCTDM4BVotoi3B?asW3xdUQd{Qu>i0Dz@)zA!y%Ik%wtb zT%Xo2P+wb#6tcJt$s*Kr!6N=b>vM1F){j)|jLh#J}&n70}mu>s`u!40bkWo2Ih#&JwgVIUS zSCTyL_LQ;>C4_sB=V~}_2hqm>u3oUlWQOf4KC_AkU{5VNlz_^&mMAVn2r~#d<@3m4 zUm_JmGHG4(A00k;8b;R9q;V!pypq1qNuus7b z(ylXkqJV8MDIFQGk?-%=pQX#i$5C_ChbEvm_$BJ*d5lU@1C=SRPiDDQT+9qGh8Bm) zhciT%?M%Xl=C7Pyy6)&VQ0DDAo+QH5TKBQ@@B1ER@-X(W-r?*YN_EvaRrYZf;umk;@ta0oZ zWc!ls#t631PHHt4=7z`KF#&d#T9y*3&YfIC#+LwI&N^?Nr&*=lsGiGAr{nHQs%J+1 z?hvnO&(JK#Dg-?*=+iFYi?|GGc*QblZEW)_Z`?Qlir<${E!Sk6c>K-bvAo$o@x||q z*B%zRd1oh}^b;!BZuCL&)=RzH=!x#-t_N;7N&_95fHGTD(@J7A|7kzS04}s#%5kL1 zd^lydBfXTJc;!?BJ;=D+jbnart*NrEuRct&A0reyUZ$%spB2FGzo2ed?mj(-evu!7 zU~)h5I4$#zm)xzIt|bp>4Lt!+RV@65#BBRQR|t{Gw=y-@?2+jjqpxOqJ1gi8UHvhh zTd>0ZwEKRG2F@s%l=q;x+ZE+(WF2X}0M47+D=8gTfQRhc-4tfKOqlkG3O>lDix zF1p`qz*M#b4o#W^Nohv$wc=JuE-a0_)@;%6FBj|X2Dghxu>Djfe zvn`Dr{1;9z@YB>R7{zE7UoRoQ<;7j-UixBA$I%6ahuij+ znKkQVsz7TW$311cdAN+?Z5x&^9CbCEu~G;KQ)OS9t4iHsm)Q`>-h3SOw9a!jV4VcZ z7wYascSv7P>Lv3ooZ_w7*outGX-Tg0h4ln7y(!en&yYHoY;ttV!06}2@b69P35z+B zGYhtlzQb>ZCfNB%^`FSN2l4~fEt+aCtY>ufl@Fq_hZ}Z6kh$k?c$j+Q-CdpD?izad|_C_3Ab-~V|KZ)`Bq&otsK2Vy2&p8dQ27I z2XjBzG+%q7K)Q!E>rM>`o9#Z^LP^N$k2*s-*D!*c_8dXSrAwq6`TgXK>-`2dgrAE^ zLR#g|6#A3NzAK-mi^Dj`ZNg}?nZeRdiA$_2Yoz%?a%{BinKrWng6~k}$*&9QvJa-* z4vvwe#v5buIM)!O{T3Zbm8r7i8&?oI}94UmjD`bTw6cp65!?u|T z^WO%#BH}KqMMZ9~C7+(HQypG-V|+^5_PlB4!Ht;pZJ5^d{1Xj!L+;j;WWg{2cPkQ~Gr4pNDwk+%NJg8Bt8-Y{CT^V{;Bw%ABfa2YGqo z>yX_q^Kr-NubvO4?>tv`4so|SDEamTPme+?{`BgcHdpXiBLJU}wStxueSs*}!O{f8 zf%(_RUejbEqNq>X4ZSGO@UN1}@BpIJty<`c7MSJ1Qf-AJ`7MLOydNX5-u{RGq} zTDoA(Q-C?Y3K~WQY20Q@nEUu8FwHM;_0wmYByq8NXZhFRtYW+M!`z?UA}S+wKHkJ{}rIH4Br-PD(T+-(z5x*j7V zMi=Mf&psQfvnrHgUN@R-+8MTfYz|&*0nE|xd+ZgIs4?6>D{OFa=1n{~3`c%edlEcUK%Jckg+Y4Sar zz8v%2l?fl!^{-TQUwhqAw!Rjpa+8~wYlp&l=R_^?L*3z<=`EMPa31ok1aeaFZ6aoV zpX$aVlweR3^-B#zA_(7tBG~+;(Lf)oM-)Lcpc`{g{U$97rb7rQa|weCj#ATFgTa3_ zIQZ{BIZ2!t5d+U8s>}?XRXjffw7e`F?wtOY`1^nVk24|xRYJBJwtwbK_txDC7@%l# zv9z)RD7Sa{<*zdAHy^=^Gal;x)7{+r&)=K^MN-8d+rj(o{p4TI3t$9|7eX(b@7Q}T z|M-gkM+2qs$N=fDwvEyBBITeI!9H?Unw#aV6DEA3lx>rhS^p8=G5TejS5Ch)Oe_zo5l3D;PD9`|{?}TdnrMNTbx;{;QK!*y5JwCe~Tb~lK z--HL;Ide?SN#gqRm%u)_9IB02KIuvWu0j5TKpgvj^WSec3L@`(xEk>-ltmfT%5X_I zyjgLVGk*Qa3~ZhAj}O%}6=*c(aeDl=_$nkSY@eZk&TQtOsb;nH!%MoYqAqi*m#h8e zJ^@=2dfxF^vS;1L+kNO8r$qCBsQ~9fS?8q195%(msPcPpdi>|un z^-tF3o`d*w;Y_rcC(M~$^zYg{fqm)(&d9>En`if1mtQM%h8vts&gr;u**zcp&kv4* zGeRRt`_EFOJ=Z+qBGAOsO8%{L?``yAhm(P0hcamYpMpO=&pTg>88>L=?GLMf3P zDz{&V+-n_g^-;r~#%O^B#+Cc_g!LAeT$&`I|vk5Po!Rwrv6(+$gcup4%J z-(!E?XqAzQ14>vRGBk8@UL#J}gjp<)3v?uLhJOp^Fq`R2y38b!76V+679h*@OASrJ z(Lu_0CeHvj-)Gx2J38qyQHTiTjytCYq{A*Lhb=ydqke?}dNmYztYg>$;TK<+H#;IY z6J$rrq71nFcm1@=o}Q(Y>e~&KfliX#d^gc7mw?ap!4_2z=f3%GdGUW5>wm>YRVGJv zS>~B1L<)4WKe0;teM^k?9;+q3=Q9unea#TwA6_XHftI9z;~52-RI6^&2;PZ!%@Ko! z8VT|nmB#=&P3tacdpd5$ehT)J6P6f99n9f14lRYiH`vmxOZ7n4JKK;0*qfiUrQzL! zrI@t4gR0%Nw~YWNHvFb%@o<$oR0U&5^MinEma9z^|`dRw!nKL}ma&r}Ly z5lsHAyTF8Zt=M?5duH;7IY(Uhmf1C!bz2l%>bTd=OBL(}U=fN}^6GncCwZ>V-k0*- zn7K0!Wai?CR42wxUW4-%{|nn_k6k@NeaJj6x*7scSXiLH`VPsMpMdPRm*J-3D&rpC zi>;ltOS=>I#cl)W+QAdZ-s7p&5VN5&tSs_WQgYm%RY7~3vXO#A=1kQ<{oUJ@ZS)Wo z$5|Ar%v$7_09;KeFi*-zdS|1c z!KWgz2|!)5G_)X{1vFBLy9Uh*VIjP|kIRYk|9b40t+dzjyE1!1?b-1<0l~Un6_8?6 z?PRoF=+8xeGtpmQI{XZl#)9G(hV@?jd*JbgFFsg^y5QjoN zEzsVw8?L|E$sAw=Pg?@AgO{4aIVy8+Py{NSl#eCKx=(~v(Fh#+6T*j^N6C^wTKYLuX{^*l4>AaAO3Qy|9R*B+7F)9iiwL-tLS4f z0o3lkBQZm4KgwmosD03+g%3=OLhsmC6;T_1{H1rZVOwVQ0Bq3-dFqc>S)^kuG^?*gyQ#1%YHEr z|JH~xoKCw(lk{y@qTK5jhA%v4LJBVd$y=Zsa!Sf=w&;@ThdUI`8NigcgXFce3QX&4 zJgeSK`7eKlYo)J7z855a6`FVK6I8ow*-Gp3qw1Avl#Lg@+`Y}wWxU}!pd?i2LnS>$ zCFOy3?x)XdJ(=VPfFx8w_50=P&ySS2&AE7Ei3!)o?2Y_m=y;*g8*HY>Fmpd74tdrc z=n+Qa1rHwB)97Gb0^Vu1<#9T?$6MyQ73=y|Yh@%Fe0WIIQjvw)eXtqQ+umH98oX+$ z$He*Sw8&xj>(d+&Hhl}N0FZTn5SeZS$nCzAE6P2p7Aalcmwj7C5O!9_{zqy-d+dsO z+4iy9UqQiAT)^n<;Al`6HQFv9_G7zqd{@||w*w>Ky*l+#k{0rJJM$R_Wst@fh;q@d zdmFIRs=Cuk6Ta<&qy4hEk5R8JM~_dpA8>#*A*&9<4RN6J+=mFx=Bflf16j?jb*PD{ zZ$4bAak=SK?x>}lk6Tm}FMV)Wm`SNmb=kG&@l6ly#Q)R+C`f}n+urcL87*k^R70)S zdXl+oE)ob*Kho=p$iE#-FI4GIByx2X0&-CN_K-(A7ufFl2syK zBprz(zVO`K9MBOePN7*FU+878NbY{$)L2n{oyv^+rnn_D2c-AseFT(r+;FEd$D+A$ zqCmzmR5WwFdK)X>wW<&>qb49Ph)iGX?#)c{c~r141|fBym%)`m3XCj5`_$YUUsMG0 zjp~f~**+}hK`y!**tz(B8uNh(bn;LuXd!G)hVhuT zBDja8z0(zUP6aCZ8)|KX*6ppR41(P>weyW<2M!)Oa_r1`#sB$3YS=LyUnkENrBI$U z-Y1LEbr0^F)R+!3T5e}d(y}Jz7oA+EEL6uy)I^ z-mjIrxj8xTJm_nsZqe`z1p~Ek&N>$kjFei1`^iyxRHC5?wNqLN>iwUWC!>LP%NHW_1bEbNPnltq|TV zn;)sr5toIfz;Wju$(h-&yf*I_w0>-a)k`RYf`N%1O@&}wJ^6w(fAy`M?RuG2JO`BV zchEC1+_X-dH?+7*iDjy0sbVxor?QbgVY&v$>>zaXWxZxUDzE;$eiX|=9>C#xjwCdP zF`cte3U9G*3S~)2fqZ|*u|{OdOkwq1tXKP7u2Q?+%`0`-tC_7bI9NcoQqoV29M)_Lm(n|KcM z>KQ>sM+gmvcO(2Y6($omhtY)a@_sD4?=Bu!yi1+%4Ji0nggR&on^X?(3a*TLqA?W- z8zVg37?3jv8>=IP+@?2>#Hqt)3|Vg3c#f=aVIHo3e9e0A=Z=;oY3tNPqN~97gFk6? zfL316;m?>PP`hljIWVaa#P4GtLzq?H9?v+i$~>wUT<>|e<(Y|ZzSvsbOhTc1yHGQ$ z)LMmFjHN2U%x|Uf_-Cvc&&e=_<%X{j^4!nr(NO)I*hN;Yy_U{Pj+ z_{l>_c!||gT%Rxc>2QTQ4Nthh5ok{-SLM14kkB4*`ighGS1%gy<$9~rm?Pq_MUQ%A zNGVcY0lF~Qy5WBJe{S@D{wB46vf~LcZzFljawVRui{k0}(v_k@h42S}asg7eaj`4A zP!p2;JhVB*Nj2MNl6`b-CAYAiJvYBXb(gQST}!Gc{&`w<2&2%&WXJ~b!NUOJq@ypn z{EU~J9ANk}tRaDty6GS)o@_89N#zr4K`A$>CjPGGmX~K#p!s=HTSHFdsIFk`c;fM4 z4`aJ7*2lZpVVvruKXF>Wdg(YX9|MQq^8FAt8F8&;@u;%bjy$L7OPn$Bxdt@MK!W{- zRFSmP_%PA%w%KbosM}&y4|c`$!n3g=^REMTrRvAkxD|8_gK9p>%ZZO&(+BmR2@&nu zD!vyGn-gtBugTENDoo@TR6_vno3^Hck!&d1r$X!I(LL7^DnI5S{1I#V5N_NXsBJ!l!MBYIWjC1R%&$qSn9!a)^a(u zK5*!M-0JHCdedbv!R#6n9P8 zJXD^I+gd10INSs73k>4vsQF-*dZ>P)!ZQ9QK zg5#=bNsO_dX|(_d3WaHF#FcQ^RiCibVE0{I@vFc}+cu*Dom-*M&7ZIR?7MEuOj*W< zE9`z?9Z=r}r7W6Fw$53Pio}=1jQ9>y*CwC#95EkunauD#$svDv)6mXn5SMx#*Sv-# zgnKN}x2Ro=u_u7eZOSjGPdy5pj!Ag3b03y*BwTyLkw?zg;e9D2`1%OAS@{G}wX>g= zEWW?H;N3D+V!;p|u7J&w9Dha%$|OoyvPswvi5^YRPK9ssfnw#W<-Su9P-0b;p!3R? zAzRHsGNHIR`Kq4orcsntZV^m%uWOdFXZ#-p*dRwp7JGQ)B# z;Y+)}hZB6S^&2@RCEiciXjb2zE~tJ|$$AE|-qq~-tnAZ@sXwXXhThWnQ#3T9YN69; za>i)uR_T+Di&T#bt5)OheD0!sYWz4Na55HlI^6O2_As`1TR@7la?y)q=EvPFU&CPL z<}l)ok&B4FsX_9^56L1IcGi$VWw)GLlSggZIxL2lJl;N9u3D6&W8?4{xWDpcO;d@q zg>N&FC)5UCq$<;tS^6f6JqoVXQ9U#MXww>3yLy0pmI@KO%+^eEkA4t8eu2WXW%0c| zD}*oak)Y5#tU1$AT1w)o-{sf#6@$Vo8Bzos*(Ld_p>2LdX__{@6OXkc8c5?ezgH7D zyS+rH{KDRdXbP1W`#r^9Uh-)A_IkAtXqeY^BV$?G8$AK|#1+^2)v6sW&2+shTDNkz z{sPhbY3P@&=(14eU7eA(6F+I#*2*x6!>(dIP-x*F4y*r9g}Zjj^B=vTo#J@n;Mj-!_#w~vT4VMM`vh_4Hhz>+E4{|_TxLorWJB&e5;K!f z5L%7dbxidI*Y^qmvdeV%Xno{xG|8u!+(VRaD=ab`oR{28^;g1;`F>+C^J8MMul1fA zqE8@%fc7UfMP!E_tx;tT2o8g8@g?WT8VzoQ{nkqr@bN1&??m_<({FzXD4!h& zP(5P9SCxRRgak`X6nPsp8RHjpUADRVthr}C6dUzT$MUl90n<=lUCp{l1{e` zO4#&Xt)br-gDm8uB`Osr26_C>M;&=`{ov$@KMkYPoo}wHgo(@0x{1iCYqSoD#;n$wD4=@7J zUOzluVugr#;oqE9v&Sj<<116K$9flvo?=?W@KqGx=w?!(c9Lb+)eql?3VeuN2I9BI z^(LTq_wmnT^j#J92~P(W8U?obFQ_4BKTtxyO= zdeCC8G>#l=2km<-lsa})Vh{fNB>oqixYl#T=CJ`V4a3Egk5)iu$Y^2rOv1~ruTCND zQHHMNjAB0PCoPx9#xNPNzF58D>jd>o&tPVFG`4Q`6B`dJ;`$5fmBmsLPp!D!Y|%g& zMvu;v*T{QgFtf45B>JuQOcGa^z-HxdigDtVRA za4m>B8>`2_^)B1sj!(BQaLVu_NP|`>jUQjLnHWOhpvI$k`HMZpzqPeFPMP#Q&&+b> zx!C+G$yfOs6NNp3)voDJvuE4SM{afAF#y*yCsm|Xqwug@DP44;!&z5AF#^seHvvSz z%yLAhSsbb^%kM11W`_v{Jmm=N5bs31ExFKm_$a%Vr2OVMtm@~hgtk7^w-zEMh0d4$ zc?);ZHgR0g#bZND%{}ZWN0rPF?S_fQ^epUjaDqc^#uW$0yZd4iLkcFb2m83T*`c*5 zsq6h#8p*qd5nR7sN^oS!5@KgHceYri5G{rPaRAZo%pA*&!Gxx&mB}_S@7^b zm7AL#iDk)Spg>Ep{*m*qPO(Hg_SoZfEneIpq0Iavkw)cq2HKSp0()lDNqk#;`kqf&O1hX|FPi~%$jq6mz>n6}knjTlT?Nhte>gqi4Tk|*JHa z=e#CXUYDq>s#(x0a33?P5CxY|w^lFggqkhGVfftE36fb*q=vklggVZgI1QhfoRBoK z8xu(Zty?4uYA4Ku#``d9r0(qjhv8K<{mcc=F=w^)+2Z@_{y$q}abo=s?{E~L z_;Vk<#^EvZl|sJTYt1Zzx~(;?P;}m4qIXCb8v}nwiTi@L z#qf=Bw-ks^^P4Y>)`>G6n4m~a`TE``0aP>L!wz*91bs>ErO0N0m)z12_?xX+yH^$r_36Qk-J#t9{f9SsB}MFkH)K+1chj03l` zRvs3qAzfhnOoIPw((^t{va1i&p98Y)T#N4?9=ukEnOave_r|?F$8{?_R3hX=C)shl zR`Mufzbn`VrdTf6Hj<_?$uwl^X;W54aA1bjv}R`}p25%e@g5QO47-l=fA_i$AH85v zJslnT;`FXnqW4Voirob#@8t{1(MG$QD>wRQZ=5I(1ufYy2NsE#B)U^9;_bfZWT%O2 z@5Dd`)2r-|DKtW=@59gd5=dKgl%6T<-B0N&V4WIfdoWFRCR5y2ts|btaQEQLQDaw! zYu##lI)^cnqaJAZ89S0BM`o(s@iK=Y*WASNtu;aIFtwx%*Jb2k8ve(83K2$WA%j#W z4vv0Uk_J9MtB!gzxIe5Cy}GTd)mx+02OHpvTd0vI^B+Bj>pVxg2+^}Y>PrHXDx=CimxS94 z_9-vo8XFvP?lRTua&yD*OO>G)tPziaf|=E~$`!{O7p zZUZrt{;tywXi-<=7)2={psl2VWZpMEnW9Psd z_neM*7`uwK4Z^Lnf0m^!t#;Q6({kAI^ge%)W_mv^-w>Oqn zp*7qKRVBjaUtZo>Gd6GRn$|d=H4cZd7=+b3!LUVg3vbb zT@q{S^T*@;3GM>*n6gW*Lz>l_+*ClPt+g>1QO_Rv9P5@*w2>CYUVf-Vdkdb9 zjJ_>kRO7MqUbAPnD4PN!A~t3qzN0D6R@%An(DdkeV}muc33;`xun8479gazc>yF(d z?5uV2@m0&o@75y~a%E>It}+P6-giJ?Yi#w0aLpGKW^5^e=xT8`=`th+r$Lu0IGnYa ztU&g2vb*;n$9o=WTc}_A&3#aa_1u49u>XN)V*99aJ51TU1yz1&)gxX#`GMZz{EGhH8r6Wzg8ya=_u6Hn!3cO zBsoKIeNjC@Z^&OsAkDkny7Zwjl&I_c?QC-s)_0MujUQonl66xf@GIZFfx=4Ml7#ZG z`1FhIBpJ`vCB&AEYQ+*DbF6v~l7AcTJ6JefGXYoOvX+{8ocMgKuvQC-oEX_uFl!_v zZt!XtAi2+*Y-o$C)z~RC@4F2mK{Pbkt~J@%k_FEkhu)6lpN!)Tz?DMm}6rw@zNOan#>n!PAqNq z7}m3wnxb7#^nuRpHnX}uO7z4sc?+UnoR+%yinc^w0`1rHz@Oyq+TaPGYj7nJVQn_p zye$`dI2MI=a@~=Bbjw_2#(uSYSFkqLzh}29Sa3{8LvH%zrr+{-6={QvH8*l7;z>+< zXwAc7KT=m@ybclCW-Z0!Ez*tv$=~oyrk^18Ef#I?B%6|-YJP??4L?0bz7}m(Z<{vm zaQw%Z+nRl~CYix3s7wOe$dHtPM#6D4JV&w%L-Q-=>9~JD`wcRiwgc=<2)`-0YuPE^E<52Z$jD>`}g$elQB{m0P5|usruAEo78-z~1zGG`RmUnZq9Q!Q4+{Rl&8*=gHldIgWkH zl@uK#rE$IID~;T>N+$Uo%)nZqfB2&-bB!^^>;R-gX>MgaoC0QeGD3N~v5Cc9FqBxR zMlL)fYQlHa)R!>Ei9&2+eY=3E#^fYH@tk4Z%ztVvoPkhtMC~N`fk7|1sBPr zr)O%@+v=(g@k&HZI3CZ*kb6T3hQDU@Q>@q9QQc;Atn1Kd?Ab}kQ`nvAk(_Pt|JKTz zAFD9;<$DCD1=*kd_Y~TKbe9GG%I1s&J6dbak;&uR)C#2a(qd%&(QkT2OJ~5=vA3%q z%pgYYbo*whI*D5fNjx1mU$I#3&FVh&ktpACWl1ydZ!qRB-y3Me3#(Hj60?is5lbr0so|{*qwF7c3>CfhSQMoSA z&s0{;N-Pd%$OGi@&FpJ>Bx?MLIONjtfaw>Xyw|E9fq-Wx4P9s-=)m;AXRcG|>5rpA zeqN2ANdOK;lm?)$?wmf*sOZI<3)(eFeXXgo^SC{!Stt++N*KS&R+da^6o%U#v3b$( z!(4kKqu`XQnDSn(R_YcNB_x&+zfq&!#)8y6c0{8vEj?Dd0tYT*g}NsNq|b*0>o)I> z9rhy9=?Pk{WpJmZf9x@>l@p&6`>OVo{5gEw_s$~wN(%tp&F{6$xmZUwMT@ZXQ2w?62sUXhga?MoWi3dW0!-FV^A9`b_ zfLgcJ(+Vfwf}?Q0o1FqU{PUi*k1F&JkM8vbc~{O?$>i3ZUAq9j`Z9RmsD`X7|KoQ0 z$HnD->tTiTY9f2&KEneal^ZHLRq7$+Bln9ID}uD(F>HU7#FErram`n!GkG0{T=z?Eoxhh$b;Q#azaZkh?=$Cvz%xy}dy@BEg8)PR^HoNCEjf417cLQ2K|%UezHMZDjSQxe7s{SPegn{$~TR|a6=&8Y;1 ztd?P>g#9)HFg%6^H-`l`f}%*6X`K&|K3s0&7OT_v$3BS6 z1o{86YQUiP{ZZ3zJ^`G2n)bj`jN@DjQTMlU)e<1u2<={sq5h&jG z?a8K4n0{f$M7xOQTl$WK=G;P>H#BTR$|=JRe51(y9DZ<8pI8P^iwRYuOno^!Wyqf- zm!J86>r!T;f6cmstV(~^=sV`k&nm{Kvybo(2K+qJr9cL09PJr=65IxK|)_Z5h!RI}=eC72_?31eS6~mORS&U(aH<@^j zMRT~kz081A69WOmY!`s$T^c0#bB+5b&ac)(3H;oM^;<>&Rl(1F=?xBmjr9xUe0llS zd9+-A3h6QIkR$*c26bWwSN$H>?;p#4E%_2Oy890-n@u^oT6i{UOu#Eg#sfR8E}#v zT5V|Pwn+$wg1prVwrbJ=Ar(fwugO0X+jqp~k}DyHS1@>+457r`xIvA#l5>04>*gzg zXaMCK7YY$f5K50oEWFUsuGkysOysmtf~PB;GPvmjb~T$I31smxaHz=vj%D4(!aZ4i zz8^$bqbhMG)g5(&^-%kYF<~G45FfkWIQCaKvKnLhMlatGB*Bf@D1LHYc|Wsr(;OFh zCYE_Wuzglfqp-CQNa`oih*Hs(wGMfG$<C|Cw21*2(T84`k`DNj>`dL>;CUsU+n1V#~Yi!nrF= z4MLL>#b;rYV=2nJ;hsPC^XT-%-1T0^0(ERtVvDI2hNZ>8XSBMb8jXLWytRrjiwx$ zySx;zl^HUs&G1xeX%q^(f+sqBdCAl|URQ@yFaGhxUX3$+)AE)dAW=H6T#ji31ji5a zZ50XEpf~(T9TFgah-;L>m@-;4hw+!&{z$zpyKRT)_8xp;e)Dx>hFm3&(RA!zpYlKV zhyNSJ(8t(}^jLq#xUTwOz7nT0yRM5M*~t!54h^GXFg{=7Zp6Pe;$g8^jd4h~rX41& zt_f1u;Ik#|-NkF2GT(wpDPaz|g@!f~AO$?VGGhZu{6g5Zv1_g$3-_Xl{NwQfaTh4* zi@JE^{q*!$Uf+STTdvHMMbztm9KQw9PE8pJ4hA{6KHE~s$@NH!!a9#|+rqk!Iw?c; zzykXvKd-V%c2>0mXw|vpGQ+pl+&rdp#|^$VzAy3jwd>CHnvdE4?L~A`heSLj?E1^P zk206~;uxJfI*5^Byu3Xuuo8L81<*BRmr=^)ac2W)t)?=lmOcrH;Eg|(S>iuxKCn?C(`zFo-iqXnrh8-rHi z>nfHbRV#F5n~r_n7?Tg0dJoL2$$HWk_p^u38u+fxhH8^%=lk-T9T$RyansyVmH~mvh_OQ-$EtIq+G+QUpDn?pqPMK(U zK_jTI-_^3YqAl#(!)U2C6zTafke)|Z9S9b=E&k1{`Ik{QNbGUv9apNu@^-LKfZh~Y0 zU*F%l7FVtrxogfApQW>!%&2o`!TVm)s&Lp!n+)0*R$t4u3z<(|h&FOyx6Lc|8H*t- zx(Z}re}*dWJ1YS;=dw21M}7U-nd*$hg2O^tG(=ix+w=KSjqG;1238`PvfjSm=#pD` zY4Hi~mk$HA8lUVFsMfSP8BEs;8Rh-F)JM8w_eY3X^b`VrhCvek>vEOPM{j@B5p6UR zw{^;B&WB!5KjcG+^-s+JiO08^3M9TT$<+ZbOcFu$X4>Usy8W;CcAG7 zAGw7t6&rcbgaN#CZFyrWHtv6J^X79nd6*VYiRlGg0^%I#y zEK@+l5Hzb?lWWzH+Bc#H@Fv%f)GJTQ8V;>BQv-VBX}R?~6xvxgzhR{V8;gC}bxN@l z;LE<7N6 ziR5bLO7UX`v15-AX0e=J2NE6?O7TNd{K20JJ#1JIvKuJs#=Bi3jO0IxR2LV}kI~SA z12U;sybs;}S68fIs?u{frP3oze!hrt_3JyYsV-=`Z$V9~YBh9uTyO%6QLqo0bJQ1G zZL~h%_4Q7`C;-jV)}V0IP9BqZVwJek%t4orNvbqXD6HST;zJmdkOwprhte;{+omze zTT(!!Q~&d5_Wi{D(?TB``0Dsv14WX5i%NcksAo?j!f28^??z}vw@m3=#h8Ln|=-tuHxNlMBne*4=0^*oQ z{N-`{4OJ<&ylimpq-fm@wZgV@#OT6U5(ghD$z<7w7pm3-a%`4ftr;7bx4% zk>u*g&GK!0rEYe$_Xz{;F-a4!aQV*bL+u5F zfk>W;u^N4IvoTw>rNX+6pa*VUG%G{4h0X6SDBK=8=Lz^l-%;9Rf3&Bv+d_q*-|C!| z(B_)pCy=FAgXFptO}$r}dIE%0)zUiz;XAFdqSjh`W)H#)Kn8aok5bY7*atI-Dru#} z&q7*f+(@Uy-{KJD3k1KPL@tY{FJrZIQTCOC!ZRuU^;Of+^3LGm3{j;V9w zw8fW~zpebZ8Ll^US*~Zc3uaN@pWjw4wK2dsS@e~Lrw>13x8UN+Z{oD?zz+muQ-Xv> zh3zgabM>WtDdP9NC=DkMC4$@m8@I0ne~PR-V3~3I_L};C?MPPxDSk5=tV2~7wN%wM zsN!j450rBT{(t0y$3FvMAdK8qK)P5BsT9*gA{b2k46?}s#gnSdQEZfmGqHR5Cnz=7 zlsiZEY!nNu^L(w>FN?|~c_@c$mK!Gkx1#o){f=ceP|I0Kx7fFe6BK+TD~2BN)TXxQ z2^Oq>AiJ~dFJjDKR%=nfAv#Oik*O<`nu&$Px4DX?@S;fTJ(}sZX0*{yG%UxwXIgw0 zGAt7q3?BdVnvOc?4Du#TyW2Px{Bd%+Fml8dgD&&OhJ4USva<7@{=k;_ycMKE)T@U_ zd~8!@eVa$8=M(o2UZ?UL>dENVOGi1Dc>~+^XmzTkcs_?W#W!U=-yaRR4gC}QY;&hu7dQYZbd~vL3$Mg47~>kkd2*gr8gA_9qA>6fDqWyB7{yt z6r@7}1PCFJ+?9RKx#RrqIplozk2~)8#&`bPWBZc#&6~C6n)8{@^GqaAdczm0U}Vrx zX}IWtA2J**K_?w^TkLUYHnc`bcoTbr{Do5CWADU1dCudiRiDf6h)e%%VSK!C3Ho-P zrNXjKSUfhJ8XBxVK#mxC_%_BqFIyEzwNdwCQ4gA*doyUx7y^`VlD<7b?x}y3M*ng^ zZb}i@%y*+fjd*`^%-i$<9B)1GviWdqZSv&~`m~4nzSW!ntUAR?y0m4ymQY_bEh7Yt zW+^R-4$#MPCf^y=lIl)U7|6Ec>kaPaX6r#A56F1b`p8*Zx^07?l8X?;cI;hVeGlMU z16|YvsK28*MMHkV1x#%JM^5%Xj$l^h^p2(4LK4=IEhs8p1o#vEnc>&QyL3mO(owg4 ziKXfO)YfWL1~E!OG1uep4}pSB~44o#{wunL&H?)^QS36T#8T=?8v zta4V_@gUlGsJwb~uHZ&BY_k>E2E38~!%x+Q=|UKDSfKQ#=2Um zTY_V|KID0va|Q~M6&i#KL~mU><58P!kQzMlZh;^ma)*=s7rB4xZb|dUG;!0rw(iCd z@^E$nNr=@_d=T+-1x8@WNM`yV5i?~A?L92P35f4M|8N^l!77frm5xVtw551*OAo?X z0vAAkoziq1MNH79T!kghZh+QY`lg|#Cy1ebB)r65MA(Z`ZiR1H$kj_wiNBYFXhq%W zQP?S1hYRxNE`KMjPT45dsG$OiSw*Jy)9=ObJv$u6nH~o^O{ztSIJPIGc4ol7z9B#m z4cfZKt#Qes;*rh!oRR;q;q(u5_I>vl;i)bQ^`2j~TwdDY5&j;;6K^+`bsB{$vy;An zmUiKJz~7N-IPUu&pg0zl>Hm~ZJCvhZ@)}n<(b~GPnxuUCoI&#av(yXc!KP#IhXK!h#};)Q`83`}#lbPm|b6=+n`z>l1ns=X;{(5ffMKfwjB z23~r{%azj33M#tYFOFe#z5e|=Xzb+8Ep<$4ixoZzq zSI-FS^oSYPGDn^u9ok|lc_|qa#ODa`Wlz0|f20o|WOI{FzTEZiq`)h$lD72;8NY
    -8)HYF)Lgt2yBQLZ6aZ|#mtj^PK{D56v^JjDq+`BQr9_#hN3lv!t7M`q8@1fg zP|AIM7O^-;H>RZLapP{Ryc*GaBb`Aqagp|Xx%=+h`|Uje8mnItA8Xy(H%|neOVn`v z!3Wx9XnGkhGT?nUbsC40KgTEZqHQ|x@|*FJF=pWf`bc>`6mO@Rm3D^qDjp8IhtbyQ zSGQj#591U0cw8v&{fK)f_LMTMP_ydF_Y)FCei#BMPj_K-B3!ck9kP;Cb{B_lfqmre zsA=XxL>&%)pK7r!{Ct?Z(8x0QoNSLr^&-2IWOQ?t(eNJIVQR3Rp;=Vcr_sFf%3{Om zbJZtP%9&{TFiR$D9&yBecV$_LK|%m6OV0-n9DeiHnsRkSd?f<;>%D^91U z_#h@r({~;$M!m8Zwp-cW58F@_Sa#{6k3BuP3$2U1o1$8@z4q+Hg{MucPV|;9!xH(c zL$Lj16szHMP~oLC8kndJ$rDob1u${<4)brOCPR<+sQuc@S%-9A93LUb#6cn=Ev+WLfCpD{xlku?OSjS zfUH-D>sLR+rHjHni~GVm_Kx#LY2+SZ3q}J6T(@+{VWyAP>CQXvG11DXMA2O05@|e# zGk*6?F{>Fdn?d=D_tKFD98Eu0;T!XV@3Wfi?FM+-Fe;DuqyzDX^uP9omR7x^;zF7*`E0vud^ zz?OA*VRGd%J%yO!+K+3g8j5#11j2>UciHJA^n(k(<6XX5bZf55BoVhOFh`=D0gEYS zJ40!&yU=u3Hazkf|IWH!QvX3qrvX><_r6z(I#b_2e|7JE z@LgHcWFp?qex`^X(C?Pd)BZ)w<@e;95jF<1V!BKQ^vNDUjYv+pdcYwZr0j=qF^hro(wY0Ly?}tdqjtb-yks41^PGa>j6p4PmS?ajTeneOoTZlX zEuDVi%!cCqs#*!%yUkLJu?(51E!3w)0mZdZMN617j|d)?+{OzVmN5TOuq5letMKv1 zgG=ta5Y~^gS9O%mOUf^2{uuYX@9hHfBXX9$wlS5NqJO-(ID6zl(aQgm`o0|;s?3-e znTxyKta&&F4aXA2_!MT3N}>-QGP~IzNQ&<(sn$_C{`hKDdfsFi@Jcx~=b;we$2&H`BnP^c{f+4N~^MP;b&?@|3HUI7QQUK|-dV%$pYfAJi zY>5Q&5vz-Eo_Um0M`Qs(OS>fQMkVX`H6Q|`Ppphka{wAZ1Cx;USn7$fb zlxAB$f51n`5~yzSYP-0TYZL^j9Ij{Ni z+1F?REiNRmeL-fV!qHq?r!kP$s`M!&pG!`jLhqf1)>~0I|Hj;9pM8?wgm{Jk(M{Fx z)u7Pn=Gv?uXb$dLcaSS?<=+H&Jz@zL!#g=dWE8*AR3hsDY)Mtft`9*R_&X~AuI%eb zWrNhcrijqs!xiK2W$03Odd0s9#(QRIqQTM4GZId>*nT3 zj+DV6XPLK8wQ((k^&h^CgcQWyvA*fSxP4;Bt!D{Dh1qZ)Bo#|G(qM#jir$A|0<^H% za4e$U5fag)*PQ;@S-4l=ZWpl}z10sWI(b5VA~vvN*DDfbW8}yn(oFZsQB8cBdX|}V zg~{&rL%-L!C`cIjeidExVW5mNcc0#ypftIgwC}H!RiTrIhh5)#PV*`73yBfI7!f}1 z4um6ydUJG#;Balqhu2~Gz{5R@S*^F<8M!z9xmWo!eY`b>3q1nKotvqx-jJN}q}T70 zBKzjaaR5&6&Y<28bBl~Gaf_dXMl(PgsHI>enNTFv&Dfge9^Jv8&-tK{3w z4lK^#s#-npBGoNtO_)$eU+IliIi6it2$?TwqGCDbX%T}CjL+b}oi{`vWhYbX_wxB2kp{4up$y+wy8IIg$y}TQf()r2RDRG0oHMC=nzF@pF zqAdFU+AtbjpX!iJ^g_$c8>Rnvi2kC6Yh)?52X_(EZJ^?95I}+R;d<%B9kogA|MfGGB@e5lO~;4vaNR5QG~K3hhfO{8|g*DY5R; z*XL3aj&de6Q^nKcm!Jd2S%H@eo9q#UQ}dl*1e)ox8*7*ry-H6%=K9!*z=Z>r^lArk7Bc zunB%8mCGk#TZ3HpKmmR!_lc_d_={R!SMhLMUs`p#Voa6!P$O~iA!KYg>|{=;pCN;!&F=G_?Y zxs@%uJ&~OhmJo&ZqB<^k9MXKdi zZ+NtqP z*H-uJWaic6)o=qU@74u+ELlxfOZ|Hu+ucBK5K9r);T^8;)sM=E1UFKELDBU|fP*vx z;~v-RKtkNjz)WUrJbd(2z2~;mBKa5iizF<}-sWV<0b(E!j`g*vhAzI-%fSjVIlbc{ zepN-JmANlIjY;iW0I|Q`muOcywy4j5e4urVP)IP(`_mXcmP+m1Z}$WP%MqhP^?Wn% z>v`?}F!t7ARc7n|umTE5Z9q!8K|nwWflYS^ic(5QNtcA17U@P>DM1hfq@`igEhR18 zoznHL$2oJ(oH>5y_x?54oNM&#c=lTN{mHbXZAmldT94%**%P2KH%T4^p$M`y2C2s% zX{2}$WY1o%*R|&4XQqev^cF{Epu7~SY@6vMDYPJNhP9a!CmsEezySSnQrAxRM`XVT z*D|LGp1DufHd(RS2v3C}Pj+}rgxF60|NO#%zu$a*kIHp@2I^h8KerQPi;+$uCxL6f zXBQ5dWCc^#Aj`IvNH?dE*CCDX>!Xy*W9n0=Z(GLH{x!`CqT&06-sOo#8F8HPKf2`D%>RO@Nq%CMm^bm6iUdo6B1Z#&V;t8k-}1 zBt>yNx$fmuDwT!3vy6DjwU+%vI*78OUez$M^4ZVIa+t_Qual!A zc**@f8?Wc3Z&RkQvhJ}B#KFxm2vLrOK^#q_h6hK>75uK5yd9Ocj{+)F?qriz2*oLVd0KJW=ICKG)ua91vtL?agT*x9tFH@=n=fZ*!KWzofc6Ien^Z!YP5{Zc&z6 z7)*B=aObapt{%w|X=`epLExfZ^s|UOYdndGHtBg#0Y)d??O;dt>3wJ?CX$o6Ob&c; z(_KZ%@#qxpE?<-Z-*+SLvw-FoX-6OE$42D7b@$F6XD_?ahQi;Gbl}+8zBHe(!?+$W z&Jef+L^?Z#n4eLuiU*Lw1%TCDL4e5@JM4d#&#`^JAF~BTu}1f`LiAVI|{2TK{lzS}FM+8+`AHaXTL=58&>f7Lf~mMI*tlp9&D z|KQUBf)}DFH`nG8GjAWMyja$1&+fENJPLc8E12qrB*e1ua2PnPjT+8|_GGnQTH z^8BZ?+%ZR0)rB3(o(RoRKAx|^dQntdxm6i!VA541^*2qTSFD%VH{r3J$>ykV&*eFS zj>h7MUBJ5pYRI31c%ewuHtUObpYULlazNd{PQ|_ACg`yI-0m}NF3k(t_r+)i&HnFG z*|}XtU*M&7$D`v?m?kf1<4b&+fBWv9$Q+Y z2ToNV1&|ZF(J1dl9zL`B8WZ|fht{W+mIqUHoMybI@J;g3e7oemnxejRnRqM#IKu<4|C^x-YD^*3^zdx92r#$~uw{s=0Xq@CHrB5>~u z&VH0!Bz~K2!uS9W>%lbD1b3u*a&_DrRY!moN@N!sDm5NrvjZESz4J;@lQ@?j zIQYyo9Haqka{Zn=ZS{2t!NL!iwBl1V2edO}B&mjQeX>C!WGhx&!9Ab*Vx+;MZiF_* z0g|O{^neIr^L3mq+afuX`*}F<`LRyEZp}FO6^63YVWUbtG{uG(_X$*rfIuCxF7^<@DiK_85t)?K6q_<~C##6%0U;0rZR z?uz7pOtg5a*T3$Y#K~@ZY~ssTXbk_j7m}JNqON)X?IcGFy6CCi@%L~w4uTCXU|Jop zG2f91_MhA01*qMRpVtZ?c%Fp&W@j~RtOK;g7S;=YCHIqSxTHF(8-7?j(R-$k#1M*u z!4ELs5;7*8r=h0u?aC!X->JUK$jTcW=_UFv%BI$%8Fi=8IxN+aG=u;ppX}cY?*>lH z-bs!=?*R8_RHB~yE7JL?wML_=S-REKJ08E56>Xa#n<;C_v3FaK-yYs^G&Vs}#^VrI zuOUpnq6ryR6Z{=We|jC|OQqAsMQ5TwG5MhB&b-f)-Q;;^A&nB|<)Mlbgyg z5SM!pJfsLA4!IXk?&&$HKj88Ft~Q_>^vD0W8m@io@4`RR6^sIVZlshz^dq3mWhyrBXzLcJZ;-h???o1wDe(OtuWl^CN z6|d^EKKLJ$2r|nQGmpJ{4)2p}h`lgZ1b^Yig~^JA(wv2odwau!#k zxiFY5+W!LqI|2{!@>rQoN|hwgmVa$t@6k!^xCZdsm4M3>#-cTLpG5i>dFgl2fTWgO zXuF(%qlvyXFVK)WuA~|<`t;(?q41;5S{|kepKsZv45Q*1R;CxXr62D9{o@5R!H3U~ zi`yw+00@qtVYCN;HL{Ml?uwlj=2!S)FD@21J?+5al2`=>oSdPIr_1T~klN?jzvL7; znfa*)P+Xf(^$x&bzC5l?^?=eSgaN3t3Cv_qq1a*O|4VR2~3 zwG96K-`A(L9CTl{GeZ3`DueA)q_}w?u8Z=^B;;H_*D z4wlcp?n4qLw?q(kH~}8wNX+GS41E@~`Os%^kjnj)_fIPVq~%WnQUPlqnLDVS--DAQJD1TO6eIIDDrKg!}gCOZtm`$ipnjlBr0 zsmj*>5=MOW9WX^Y{N8xV3S8J}H7ukN=)iuEN@<`_jtgf`LCj*(&wvzq{xTp0uL1#G z4II_m4V!qLN8Um}9x)DdC>H6Gsx`SDPzU|yznld8yRUt{0EpU|Jp%$&u6mt=$1GuK z0vd}zTi6m1xZFPk;Vc7>R0OHKL9=FF6xF2{`V8c1FpP)Lh$~)V_4Mb!3+|xEUg(n` z>RDR_==lktsJ0rEJom{W2mOC5Y126TaBEH-kqEb7CY zoM$FT(Do(p&n$p1UJwpb2P?vG2KN0>+a(bT?C4Pd!h}5E)qU#`)}}}x_k+h(zVUr8 zSr_NXxA(j`VJEO;#~ar?rpdz5S*cPXZ`+3_dy0z{;6xBoO#TkHdGrp5zVWSq)xKzn zLS+#kY^|B*cusP%Oz#UweVWN8L~bdK!U(}kB?o|jcWlf~p8C266y zl#b#zSYNTN0+ETi3R%LF^3{^W&n&swmW0Dcwd#uFf$n1OuLg_tiRM$%>V6-X1Y`r> zuuT0`^}Y3U6H_4aXEM!J$h~e`;4&91W7KcOs-i7A(aP>cvq5YXiZ$5RCvp~d-90!o z2ZD+=h8D8T2wKT;u;0$9YwG*Gg(s~K)Cl~ zTx+}2MiyXm@zy_=o&hJF7s{$*)q{NZFf15pgs|nSLzJsmo$o=Ci5sI-;loruI{>|2 z2_AI>!spTp z3JBMl*dvdm#04{p* zN@sA20%ChjNdgZ5b!-AXz^g=3iWpdO-`&(xpr#n&09EK=7K-@9p|I)~#b~GAN^U@! zP!vSmt&;HSMB!8yF;!3yXPm-*^aaqIo4}e~(#v1XTzzwJWz9d&XNa~7y&O_ZbhmEc ze)Xqvx(QjAK1D7?9HKF}s_VvnyXOIqa%L{xJ_dTV_uVC&#F%v?k%`TN%Wu?|g}p?Q z~lV#C{A~^feG4OzG zWO~Y+Ptjh)8n*+^#tf_XEXe~X+Bddh^P~7Yqi1XcCpRIZ^f`yAd~g^Qz0U9MC1<+c z63kauLgH1>FmC?X0Xq@lhs=ZcT0 zs*{SUqV1?8C+Lsbg{c{=u;(SQF94W*7taDtNh|gT>cVE^Nqh$+;F*2)d_<|W;oCwr zh>w(I4#u>De%D2a^I3sT_%!W*a2GDt^fdp}IZyDF^g%v2!_jZWk*Z>D{eIFoizbA7miC1ctFOD8)dA%3c@{|% z?Cvf%(Vv4E)&7Td)fcD&p}M1=m&fzw2OZ*c43 zAh^wThy5uZ(@rp*&&f=Is>fcLKdSV1AK24%KZ8dgJ5;%prGA#As$m;$g5CgCK5IyH za*>>Ee4~f(m<_q-+{F~M)$cB!wM+0;wP_+^|D+cGOG{(AigDJWI&6Cr@oe^U5=h*` zaGW(HRK1o)c(<-K{lUKy_f}-J-7rYuPv)es(ON-+CuLzeHDdbe-iubDsF5F9C|;86 zOXXrNG>9!%f;abnCT}xxeojfJpFj3}Go`A{s_xcL>h=x_bHnKU#`mM^gql$@%HhOC zUL&A3t^5P$mzt77=6yyE4jc>W1C)dYSK@pvPBXrlPTP!pc|H|4+eH$C8xtJj0ZBMi z&?@dLsc>r#WCB~7$ny035T5K{&!!zIW2X3Myf>NoO-NAFlKd2X|t|2UqSWZhYDYV6%_?jfL>N}`DzKKNkzOy5D#_|t2<6xv*I#2TBMZ2$?#4h&w!R5udqIvQ5&ufxS-x3Lu{g+Z1F(+3M zLwSWQxA@jUGS84!ogAp`dVS;#m*N|Fj!HjvE}kLpSk&LYm{iH0wZA_4-Km4?(oViu zg*Y35ZrjF2Wb_J|02s#e4#_MC_P7DT9vMJX(x0~+1oHY4C!thVII}>xRZ{>y@#EMcpSSgE z_yklos&b2PBmBvD%f2NpQ3rw>ufLpQ%-q}#F;*05ng&L%|-Qd4~%XcpXDt$1=Vji zdB#PbEinPq0~}b%MZi1DPi}kTk;rRkS4qyx{D!$`3T5^cC#eQ*T zJIpB8&FyR#e*V*nr+E#Ec=Gflz1QO_I>ILsTXLufw*emR7h7GZ_hYNdDXo62DJO__ z6dQ&X%Z=d6kS10KxA&F)AA15f-G4F^WCr<5n+b!OqniH&E#3@Q;_1It6R{C7qBnBa z-d0#Ds4!Rf((>?|$Q=wFGfhKJ!~|2|wvq&+5Qov88E^1_{C8R1v1-Xk*M2TVykl4j zdpte?MuX5wjaptee50Qj?Um$L4XcFAOP^K!)ROnA8y@P#HiNwjjZf7iNdz%uy_sDF z`1HP%{vSEK_TsN8#~}|2T5kH$kn_)`HSx$2E1w)g`@}zCzDwH5p70<`WW_5;cAL z=t*XNii7XN#VCfaruk!hDpNTRioB)2p1$+hdZU!X_hL|2OgCaA%j)j{(665Y7Qr83 ze`4EGc$hP~*&H|%x?fLIGX8)m7_s;l`1Q~NmfV3)v=XRAYL9VM=?PK(3#s_azhKb4 zmURV~iT6hhzu%1G|9$v*-N1isnm?+a1$4rBKY%lIgYXcp+?ivmls$>|3*#{LuU*_& z1%?hv?6+?d%cq+3?*^4>r0Z5}1=3luw+XJl zrV(+mk69G){N^~xbLTf70ZSMZKyR0%UJM%E@&KI-X1^hOYWJUS6Sxg!whC1#}8ehNWbQn9w5?hE!rlF8VWH1!S&UrfFgOE z5Ut}sBd`$t7>fH*ymlY%0FLHOu!^~|<_Q#zWU8cW=2h=10QX}~#lMXtk^#U-GW|*E z-RvJ$l25jTMQds9)F9XI6kI?PqL;@#61O3v$g}MuKyZ(P04#$olYADAo;b5Ci)G=y zha1D$l(+>oz<9mx{(u~|350_s$T$FFtJb_|1q-pr(KISa2ShHf4hAxXP>a@fdsS4o zhTWeH7&z#6*yZ=T_6DSq_W}Oh;8&;tRPhD8smQ9u_ZA8dT9?9`Qg24wwAH64L9MMtk}&xD<%6;m?+7N=1VeJ+1~x zhXdV7^n0V$df*{g`2>z;A=3U`g%}imC}_S4gwL~+7^Ez*^hS{xblTS`q;ix!|h2DA-dcfH8M1z134J-V%9!z~={=z$-xG`>zTBI0a-y zC~G26EI-~`ssg%&0Vvu|U3fr6t{SwN$HIwi%4e>#g)?u1Wr%>H5hS~9Krk7U+rJlU zf@K1nP;JN}Y(kOWeiuars__jwJQ(?a}7Um07 zlB4!vnd|>@n7CK;XvWrP1MM2_F16~-aHDElXA+v~k2ES!+vMrS6e`@%tmhG9sgG4L zy%CgKIPC<$%Jc)@R|H!ycm)2Ib5}P?ax;LOJ;Er3h9&^6XzfqwRPc&q%djPh$pbev_+MC5U~LwkB_mdQ_K@s=oophr+C_Wz$ zpeb)0Bt@={q#;51!MiXJV>m1a$6!Gsrsdy06x~sP|66SGxO@q^gNC;AiWwTI++xs zk4cHrvIh{HID!_9thq5&A8Gn|z`u7;+&%Cw+Xo)6SS`LUVsA~@J9RY&o`LUt!k0wX zbjAung3u57`2%ZR4&}IbYg|D`Ur7sxo z6IyO7Ehb@mo&5*Zz>G|k?q?aLa8daXZW6ichLPED8gD|>zM4rCI>qMbZOb}w|T!gD|_MiKw%`590TKp<-k@j&`4(6_2rBV zs#LoPok42E%Z_0HWz7a$;vC;7tm(Sj8K23BMlg?06^&RImstm7ri?kEE106)02u9n zpq6Qb@D1I2^C*Af8;}iUwvu=i3HJ-s?E-6InH&QH9wNLLXIyIx5{8tQ&n zxC}g3LsS16y_lS=grH~VgA2d)o`!3952lb=vAG8lhT*FLQy&QpM65YSlrSthX7_`a z*!NzS6~(c`-79)yq=_2R3nV{g1mKxO^DI$$Pu93rvE`LF5EpCadST~E1&J8ay6(8^ zzrswxx>H_fY5p;kZ&$0{qAic@E90aFyKaG)-?ySUdc}ZWwiWBpZh00?8&QbvUBl8n z2S|sZx`sB0Y71q!1i*kLI!r$s;DutN-liuP zuP_fvC0Roh)vFf5DBWoxBaAdY$Xw&(qFk z>$x#4UJ=w+L%cO!ChvC8+x;4F6QVBHn0;(HLt=EU!p32fx*db^!Una)^j^(fFMYOO zT-Y$)F9;6tHTk`n`qQtlyK0UdD#+sEBlt@v(kCB4TD=YbZ=J~Xt-<^Fs1;E0k1YGj z9}*Ev{nsXlSh4A&#;r8tQS0#Onl1SNaN?9p9Yw|ssPyCi5{b-|J?#d4F#0mDtpV9K zbjd>YKK=W!Vx`1SqULMvW*Zry!k; zijy8EyB8f=*pNM@s`-2M*eprpHpbx__oI>H^g^zVt>q)I(N#m<82Gt>&@`Y=4%Ak) zwW7sGG8O_4c#<4%w|e{ma1;*gdhGrJI2P1Y&3-du!%#wRdcF4#qgA>w=^~$;l?pe| zeCz=; zyNe+7;=PH021EPl#9aeDD8jK;I_5w~Q&!4>6{ z`MSGy|1Jh~Q`*&@AQDToTrIcRtuF3X3d0_vp7c1Lq*^83{PlhVf2=KW;_o%B?z}%D zez)boP_R(E-n*9AKc_A<4U`TWW}MFh&KU_G;G8iRr-9Q>{Bq7jWBdi=&^?(I#*$}d z;xZz3_a5>0G0_IGKpuCBFl?0I7=iDCxrjZFm}YL$M2tj+D<$xK2}94{iZi}AAvza! zTzx`+53^ounXGh9(#W@^7qF8*gzJVp(NKczW@lFLZg}PMXw!VX-_(ay=)JQ} z0irV)Grp2gviZ&-Ym_}76q9tM>*L@?sEk++G^V%!c%zCca{YZJkaZ|LRfH`j*%Ez} z4ZnkP2vX>7PxvoJ7SMH}rt-oh2pQjoGfH1pfI~}q$;b8N<^xGyB-nIJzKA8CdIuF6 z63^2pe%xYbJ6h9d%i9}?9L7gVD4o`BZ|+Gss_V_V?4EUh@9CxR`+2zWW0;t+F1nUb zqDgVg^$n#8yXDC%21kVd3|UfUN^R&h=LMb4)X8c+nn_5hAy_(8VQ(VDAoMvLh#uSq ztZ7TM&UUcGx(H3|3s5^1sgi0f#|F#D--~XYcZcz!ZJmI-1%7Do^68I`-)_~tq%hOL zJe^ZLk25p+6RaIH&PG1x8sQDaKVPBPF zve=dAx;c@(Bw&(Wm6LO+Ga>wV;<4}~0+-~Pvw@n+&{r{$>JDB6-y^@v&ggbqJ-e{X;)3AM~rNwe=z*$X40v9{e zu_LYhsaiLw%6#hrE@6hF>cq<-)@QLK*7mDZkBiQVmvSxrS6c)V{FBI0{9e;O#~}UN zKR(_?ajTy=3Ocxb#sBOX$xM`r|J$3MU%AJCOYd32O7pBOwKoiTGv*tokr8uvW$5}g z`_t>QEm@Yw25zh6dU5QxhUW1<3T}t&P_-Qz3g*XDDBPMMQOp^vO2?tJBa52C5}#G$ zE{ZD6zN7zekt8j<$OqA0ll@ZRaPdp02+AEIeJNt)96(Xg*d z*1@=b_m3>ftLi0q2uatCEHcUe>p%MIpPUxOcy3Bv!^#8p^g9r&aIELCP)Ix!4R0xP zg~fwppb5a$YHEG}?6u%3-AAq{J~|NYwu^gt$$AUJWkRn&c~H8{w{;vgW2nQYhSN@= zND^dm_O|uX4Q@KI4W6L0}-MbY6VdS_5*UAg_p}-9W?Bx9jOQQNZw*26B$t z#{paV>~<1y1!nR*q>rsK`}D4510+uf7lkiCjfAe$jR0rx3_nV$905G<1T^tZg039i zPOlHc=hrO0(g{+ueToHKf6msLuJZy>82~X#8RAXT0>=YE^!|06Tl4%1!oXoX4i>wm zMo!Sgh7{)}ISLU4t$O1i&~C1=#6jfEIoaPHvA;fdU=0iXVhUx_Pe5BysNyk!h5m85 zlMeP(Cf-E=7Z|+7YB7JqtVIn9$gD>S^lQ>hZzFZdcpVylR?#YPQH98&8%*FDvr(3S0pM=UNax zGfJ;I|0ZUq{KZU;H-PUL338UKjG!tQxAU}2AVmmnodKGOZF~p;fpk0NMCzLLYdBU{ z-FwFxwM>#0z?$(ml~;TrT5Wr+7>~&mUzY?zHm!kj>Q$7|-9Y3os0C7}99sM|?0vvLG4HVx ztcM_x9|(-?W-bu@hab0Bp2UYjq75}gAP3NMG28=6jTyiu()#0Lc@z2Rhggu-?(Bs2 z;m7fieo567q|Q165(prwY{xZR8)j3If~w}Nvp;__w_}N< zzUblBTwKd)W_T6ZPl98CJqRJMLLi)nf}G5V)z5@adEKpFp4rhbls9%xGdjZ8MVk3j zlGD?C!xB_lri3Ao#5qM3@8ANI6Ydd1RC4!#eykFT=@j0sL)FdqrEV?KjAHtf;=}93 zYwcfmRfAvY_B^vxTN!rWi+H2X%lLH#e3=8-15ku;!55{VJ6>`tWkXy}%jvXcYYhD%ku5_~* z0;r5?@l%kvyMO(adPCGDly9xUiUd8SBFP8-J5=6A$(s0hg)5&(HM!SKG@kg+8!b47 zj3g4?h!O999$`!`JHA&yS3_wKCCfyYJssImW;r@T@*Ov((HMHgfLk&bl{hS$bn=o>GB%<6ipk#&dTt(jRd?fK+v& zSN*V(fU1)hOZ@X57z@U#lscFVcC&A{`;go*wk2xhMYsX;97pWB#uX0evL2QgFn;U6 zaox$__fyEP>!X(lgU8y`#FvZht7J4@JCj|hk(qfTM^ zcOP->hFKg3;l+s0S^}`#WA`~Q!0zo9-_>PldfXtmFu<9!K9fYJ%`C2T_S`LoQ)qXk$nRN0PzgE{PLm2e zN)$S!gRRtZC0E`zys!L#GdpGm#_ofq4bm|!tL{mda|6l6iv+7!q|Wj!(IeR13xLlZ z=q2{PYCC6-0`I1Sd@Sy%IqOvB%?EJ{`b&TQZhtpry8DaG^4!0Y|3)AnXoq9 zBTp8!K_@|g88*eU&jOr_({A#0XlNsr1@+fCN?GBI21@y#A0JSB5WY#fZDjBQj2*Ss z0F&IKYkz82a!}WFL$LExwNmeN|0hiI8y4981B7~|)3ccq`P`aX-Bj4edieB0FQ-3J z@rx=I*me)|DZ#ny7zt^AGLFx!;cHKwoeU!nj6YnCfSFqOELvJ|Sc;NN<)7}Q1ANo* z-fjhDH-fp~#BaBX!Bf^2c#4T#*F+5#yYR63dsRdW zGIb7Gb`GzrU>m`#jWjoc@TvGINTq{GPr15^S7^!aHxQN)kS@}U>lgGNffQ;xNq<~N z5ESL!8HzSTN3!(r-~^E4`)nh2saN&hQ3S+XMP<{&o94ToW-Zs)p_@vof{91TtIhR- zj@(+ocB$Th5pm9U5V$_=ZF1nrxlnZOLG_+BLdinxrs@L^2{r5dK&2uvgVkq zF@#u=uI)8tJ8)+&HfHPctNCT`Iw%T4yW3y~?J5@B&Z+_J8;BGjA^1F8qv=|=+=+&F z$1mYOF~iDYVA$70^hgBtgosJlAj+Z8!CAz~>Yq-XR~Q97 zFXlwXa&B_YPgP>1xCw@&=aPovZ{C91tu$@dL}Uu$X>*BIGNX!)eM8o_bAGhp_M{op zSci1Pa<*iKojSIITZxK08?}dYYyDiuX|y@t;{vd$HF$PAKaxWUg?h^T-Qe0S^XDf^ za|6yg{6k7k1ujU@hf2z|K7A~)%8G{i|MW9YlKsG@Q8J8)$|hqNefMQ^zuBQsQVNqI zq5i~^TI>`*yj@7XG#1siJ9DCBap`5TozI zX(d3B?3!{eJvU5g14hAD$2fA5&e&)*n><6(Tx>aAh+YD2H_MU>4k{YRiU%Ocqu$dz@&Xgyh z&8!A1?uiGgc)n1mBYs!Ms$zEXDlWBs7xx6TDnMD|$ac$#v(S`(nw<{mVXvM~ep&}9 z4H_QD;rnU%A*c_FoX7MbC+qu;d<_|#39gzuc$WBG zl{$JLBY%^h>&0CE*|5+8e&Nl3djIG6UM<)gYV{*v|C&I-VxPuQFJHS4xTpyrqTlet zrCfz7rT8H;0oYy3xm!pZL%}Tu$kl^iMuOlB#da_&nUq7MEl2tE8|#ujnLR>O5FY+j zrA1*7(ixK%KnloLD;aT>pozLG36T08*Ve!$G~q3L2sFbg5C!wIJOw#|m{Pec^!J$4J=)EX2X}S9es6 zX}ZDMy;cf@vAT{@ngOa{7Chfexf~zn91#X02jP*{?R9+Cm-QV8?P35DRX}y+flaH< zlvMe^B)&5{FKU?Hsl{={!U3~0Ft zs>e)MzRqhCTl9wl>V6XtzD{7;4K>*VF00ehM(Nw4U|;a>jK6)7)=tp&Y2z8NVtStf zbI+N%)4h^1oJ{Wj{J#DUn0(Nq>y2NF&o*@fKa9zdYN(_RP!MhUO$}GV^hr@~`PpFG zl2U@p@_~Qft)PrOuMWT^g)Ra0nf@!VYY2pRmw$#qYf??>2@nC=YG~W}LVROQzU}|4 zNgzIPb&|yeY_XMArK2r6U{kVgz-0aj4+Az)o1>=ZtWoIEltJysAULlAQc=`^&uA04 zCVnny8yfi=7}pi3ICHN{g2yQBP%`Z5{pRn?(4y-Mw(fJOCa5~%(|hx5Vt=~hnNFc6 zvK&kmQPH)gnub{yAh>^=)}LZ_q>V17()P;SAp+JuW7^ z`T0zaIxQRe20Hv*OUP<#+y7XXoap~)5O_rHm3ObC_$9d^ZHovHILV01g*1}Bg%kwT z;e%5VvE8x{FCdY^EASSDLh?yVnco=^An%f((q2CY59B1c8BCx|(>;$~Zu1`SFeTHo z)tS6EV=8N-3q}|sBSY~T@C5u8zbgxUBew^x5Q9TNY@ZIck?M2LLy`xN7$Ho}&+IoN zqquCvMQX21CsH@9&T5ijwDty7VX14X0Jz0N)%)~e$WmMHwkN*!B)}VD-L&p}J~J@x z*==pANFQ|@tkfSbCFqHnU8!}Xh?ykg zL)tnbL!s8_)4)i8L3M+I%Lep}F;qQ;Z6T1^A}oT%QSva@m?)R|y(yh2<~|V19B~TT zVn#7?AT6uUoQd4!+ar6t*Fey0vnOU{tOJ2o$d<>fADb2yFw$+iMpb>^m8cA<7^I7i(TvEJ3lWXrAfv71)Kh{KpA*1C+*%)PHAUP2O<@wf{8`B1wgir@;a4H6*gBn z;*Dg#ujRVpnVK6t!#5md58#4^sEfxU0sJ^nq{5U6{XG&wQY$ z+juzF=ZFkgk0s)wno@gOjSuN|A)U{g%l&$f@hTzgc`=ByDH-{+9UZ`3^GSKs{`J8_ zpSq~PcfjFxTsZ+=Mlgd#bKe*$A=@&0!mdGXOU47C5};9W9zW_w8 ze#jwduJL!ByKQ@&dj9j!Wj+C*){&8O~xwD=nA2JCm9QmTE=IHJeO8PfXljJa@^ z$k07mGvf+`X9d9>jmp0y(u3bo-Sg7I=5TjzZ4l z-%(nuOLo3=y&5EIk9Tq?KR#}rpY~89<_PuuCy<{MMGf{mRc6u4dX|lPb8YGzajyS2H z#Bu*rowHJtxu)*D4O(ivIBr_%rDKG2{yVqlyzU{Z-JG#_hmVU)%{aRLaWh~E7SqTx z<$Q+0A;Q*Y=u;I}`T6_tActp=9)C=Jf|2};Ixj^TH_(0-U8cQ>nK=%1&e{I!lH$C= zlhmDG@;dh4OU7^KCsWjaQB34VnyUYB$^U!g5|h3n={lE?N>>kVnJ+i`Q&7LE4W4Ic zTPnYw`dN%@6N#8#|K#%g>uEeV;3K9vv}3Ka{Tn1+*)^@pROzsPno6%w5N(q|zEAjU zea9Yu^t~xw5*5Etk{-TxXNy@HRYwO`#OyQV6HlvyLzDCD9$~c~i(<=htHX3jhHANv zd4rNU%Wi7IId_cjvF1eAkjZD;ZSd)2tKU#G{$nrg{esbSo;^Ub1E!p101cHAXM*8t z9D-gpZ9Gq(b@KCgbU?-y=;RX^H==+@9572;TESgFmT5Tz8tH&rkwe5W38M#UJ@|q{ z+r9GZO4?%^hb4*C6H8mq!ID!K=-R;?I*eKYjn=B8|WlYO=-&jJy-?Y)KkTm zfR?JM%^Z_-IwPzw(tf)p7@pMR%WVoFe6x?2LS(@Ru3?cF5}NSTRV=P3-uU#MRhM{x zrU$FQT9Y2av4|>H?-qN(;r*w`o79=bR!U-QW1POp`@e{$PaPw)$HUG8V|p=5$+?!s ztznu-v>r=gqti;a_<0q|9XO6}!Q!!Zk$*BX;$Ubu3cdi}OW(q+O9Lf%^_bAztjpAgi=oULuNIS{I}Mnw6K}SpJhR~ zP)edTxKAe^oZKZ16hDNvK{D*K>m3dJ1G47E zV#G|d$(|R^txY{pp&8$pDSc0Zd^uCr_l@w24RC6|@;v#TawhdfNsh=2uh1?7IY)O= z0VMzd#$-JFYDmg5$xU+p$CXlJ4?PdSqenO|VTgNZc$_iMU^Ouye_rCjI$oxlImCIc zQM@aESJl zw}^hBGVl6?&bD#<7%MoGjXNpj`5R1^`2-|OnhAI>37%ygnS*(TFC&@KIU5vn4oUAw zcXp$px?kyWzq>+nJmk2JrIW4b^ryUlYa8FR%drarE5Jv2%ZBD!3j{voTNBEOp03}s zA$>t~1nT5gHJ-_74$gtQeN{vG59;Pqjx0fV`z9FYzr4-qHV62I1H}5a>Zb)Vt>Tl-wL)k@nDBw7%~1+C z(B1AILc-9??PgR~!H3ako&rJK0?m)3icKe_=k}$AF{obN)Q%7sYB6{@d+{b;Aq>7N zXJh2w3XsoE@eJ^HP5Oh8>Ffd{1*CThRrGxG(#BJBh#)avT?e)A+wo8~-WLx)a@J&# zN1>hrqhL^36$oN)5E)9z=&0)?$|?E)7UV%{e~_;n{@|?nXJueD*p_ck9RlLg`2ve_ zj53NbV!39BN@7ld@MS}BRJj~kFJrA>!tb<9t;E`LbM|l-ocm-zc}d^_m|{rVXT~4(WlY z)ZodshGxJN%-Oo&Wgt%EDn!+<+yN%?imGlX+QS+YVQe^xy3PS-cDpX0NB2@tE{0JC z9h;g4uwi~s#5hje2e8xLU2xD`?xvI$x$FQ<eo^Q|VS=)bt(p+a|#) zD$M7fsUn1Yu-N*Fqiqbi-QVf^k-6Pfm)*%gaXT`9t;Tsv-)P<|2{Q-6XE*@(AR@Tb zE0*tH=?LrMN%naanf=qG4eXYO#~zMBte>{6jX=XH!RJSwW}Zqi+hj-35PJdgl<$kQ z#^&3rZg}nbx5Q{xF?e{^U(+h~sediM3^vM|{jX}4<6WP=cki8R@mV`{X@LX}_lGP< zu&Lik=pyHnQhrCVia#St0$y&3NV-A_HrlNonC^qgVvo=Kl}Vd%sy!!aYgw<_WhTwi zpf5hKJ-#x<#k1`b-o9gMp*PR1A?Y7hEXZ8=%SkC=jIGM>r+S&b#tUs>Y(?S02Oh4V zMOjF@U7R#IH9EQ7o>znJ}T5 z@rp`idQ4-(pB#V}93_-=%=!82c=_-?AlYBXd710i;!j@dx^R^zmdWuF`1tpnck8sG zxni|J8sVfKqOCV9++0`Jr#u-k8+guG+v3a82w`2EkKv3D4%$|afEI_&wKFA7XS6q1 z9F;#y2sEP1Fw$9WZ7yzFJhyT-{cE&(6wi5Dr*)$drpC=_upBSi zP!k2^nHb@NOc$|D(mOuBW2A?M3?8G-v~@j~5Tt2KYY!9#rK?=Av4MBru{2C4pH~`u z7?zw6#AvzIqe;o*h*a?OV=qss4?l*wLPK-iYNFFF1}+fdMmE^GEY1Qi#`PIV(!ZiN zNY33jG#p5=ZIAOReA{lr6q-6x{!S$hiMwx-Tj?!fsBE6ty+$#jYd$8H>%9faU!QS^w)4BL ztDJur8aC69=I6;vcSv@qz893LQ#-4;LKf_QbVFPFPJJee?|gI#w>vEy`ppJKC;8e( zdtI|!X9cf5UGZ~~X8E6JcZBo@e90=(QN)KP8gjbXg4viD;-e`)L>~@5UW7EpA9d_X>6t-~SQE?Du{l#=5PY5_2szK;xjec^E;b?j+PKd9JuS?cr z^lN3X9;Z{e8Jz>oQc-Ww(|c_#&x-y(zTPt&&Mj>F&rTB|L9{^-B18~I4JIUd?}H(T zUP6%QhS{P;@4bbngXqzT-V&p?DAA(#Uh}SdKhJ*3`~M&Bha86w`M`azd#!a{=Xw6F zemkR z8~&GI^n%Vyig2SU`L&%MpnJF-o8ruRm&W1O_=%{hjJ&j|3JZgAyC!W{q(p+NO6LS= zzNE}+K_(*h^2A@jcC%eDwvJ@RKSmIXx}u)6yf3Oh-1YoZx*~`tuSxDqu*21PjVbE( z@hYiN}4%xZW@M=8y9)h*0%3q2Exqk~vkQK`ameO(sG3E$I`p!Mzg1m-ApbC;xwgAR0mGcMET`LY z{M}~-bmzZNPn;Q_eHL8^VsE(8q=!$6EICxU;XJS}{VF^Oo-k}<9n8+Tl4l>~z%X!H z))%ktkjz|Ekept(sQ=GvQmas=AQVFs8r*ZJSsDxQ%OJj@L41vq)?$zo+cYS|PoYYvV93*ui8CTA&9slq5 zMJxusFJY<@ofL9Uppw)&Q#KO{5-oDp@2kn&#SqOu^M1ybwX@eQcZG0c;&vx{nIivq zYfc0*dc1h3`j`fX`PxBHb)4mm*Ra8rTlS9fAvY0zr@YW^TVsVvaE_087|@(F4oimw zOSccM+*IA3dl^7!5Nz*A3g+F$L+&$<5vYCde2vM^3IEe36i7Mh5WQ4=>$slV#oFE& z&UKMRCss;X4@@Eh7$8dg6ETGnl(vn_>LhXWnOT=mW!G`rAYqw0W-Z-nyop;%@>HgQ ztLqR|01GU97K2_E)^@yWPiWJL%oa5!)jNI1jK5>t8^^JHkFB0>m2)GE((v?!h`X6s z1TM3>BTy_|#XY>ZuPVdCa?rpoVi!L99Mp!VF_+6}=q7OQeWX|0u^#X3#TYvS@I4!4 zfn8KlpBsn8bMKFEq8g*=b0n3!59Kq1p05!ohnlvBTGyPrl5T_{CR{hWdg5zFrs>rz z@rj02`StX)&0T-vl5+i(8jF7Q7IfDVLLVW{xSdB^0q3F#t`Ow=@4LH6lK0xPBTz@I_e6m)WmV`cP&7H}ehH$F?VN$}%YBsIaghPN-O(H9 z%U+WB!M}`nR+!kBhDd_piJF$=oQW%GV?pxxJ`yL4BI=B9el*g~D|iIll#SHBMT#!) zV^GH=e3#x9Thi`IcAVjTGUOdC>dv0;omb;i*(!Sw0VF{4upi~|_b09L3rpt?gv|Fi z2-}EBInLu>e2*GQ3qVKukt;%Dgtln<+rZaQ*=ODt*|4rUxK>)HwzIM}&P4P1ri5-a zxEWuVlxE(kz{3Zn#XbF{5^%RoYdI!jRw&p4_iN8cUv6?*fxQ|Do!KANQry3TfzH-{ z?xUrk6oMHpRvHmkkh0?#Wbt2R!0FCuH%3dFEjY5Q)pMSLGqT~6n%R0duOnTBo5fOf zPGE4Jr^;y#@mAkhL>Tby*k?_>D_msRSrY;kvKC#l^x7JX9$VKF{xo}!^?uMQ>g(G~ zcFC~uoiJVok6BuZ+gaW)uFYncMAql<&MYH*P6%eAE(V;3O%TV_JNkyq4|u zjXbi-mU?(KJ8AW0OGD#+1Z*2#<0OpCbJo`w56fr_`%7m^qe*gJT05uXhtg8q6HLrD z^J;qF{XE_g&Me|5l=@lIXIO((PDlEDFQ~(`dW-6&SR+|WY2F#K zTmWe`$gBcP0T7;4fjLrm6+}#}=9Z07{wTDdA0Is!r4L@0gyT9|XhTE(a@80ZO=&L} zJjo(~Rly4kR?lh*^9`N|JCPNhHAp{Ze|cC9peNI{Bb>uQ<_3288GDik1=eS44kw`f zHOQ^w`LAa5!hoTVMBLqgymyzw?;CU-aA_Ggx*ya*4XX9Jq(JRJFYC;nxN6Qd22S}y zH;w$yZwvjcQ=$dwhgXXT`NylS6;79#zFC^Iv&5@E9k^TWR_vJ<|90QBUYFJpLrWfI z_p5ca=djO`tnh*_=r}i1{s*Jw^&%PcWK_0vgTN?#wiTlAPI~uDw2?FXuR04^%QS8H{)k3DE^QH3Ti77 z8z2}u1Ms^ZN8PRha~k@c0C0Ezwgo3~68U1u2KB5Jac0qkS;}d3pBO$!qeJ*Eyp2KuJ~uy2>(JCm#Ur^`qNTypwu@GAvdx2(TmNWpFfSLVkTIz!qO0sLGPM5n9QBqR?|t1x`0e=&WC`U6qoFWpqUjuQAq% zZ#<6fJ*8YqEbu4(jod;Gmtjv1;v7;|%U0VzlZc;zKH{2i6J!zWsRb9dv$!dstrwJ^ zLjhujYwUhQf=kJRg=M`$Z^39ijuhpX>yYvOr^V+GER#(ZtB%OMp$G%E`423RVd*FW z(j00b#Dg>z++D_K?zv5#uVe%!>spuiu8J|INhhp99*`1YkIDgnWZ3u(;^uO5$fm?# zY<51QiLgx>t)THKDvJ<0Uv$xCfE}i-{8RWgEwlP=bV_Y|1ESSt%N3o7=UUPatq%!eRCxD;6Gjg{x6!q ziNcMqa`ySbmB?Mz$ZUL6;;)1!^26o=sg<$7B}8^cH>((3bQ|Y1ea($bruy+-Lte4$ zP4bl@@luUEQJ*|4XV(Y9U$-DzaV;>PPtsp*`|D>Fkm8&=eulF{=8QEDYtWne|9>Sj z9YLW)u*HNutR+RAAcRur6O109fptSJri620==wh)>te%}^2Zna z1y4qhgUG+IDPPBB1@oghl9*>Sm&3G&yW6!eCp`wGsx;4wKA?mhhb#<(s~J8$P{|D0 zQM;*#*lB&KsBM3)tmrDvOFQPtr=caI7u0SXpF4a`e8qyVgo)G4*UZboF3*#<7O< zq6diQOEXj8ApNOkhg8(!jZ)Qf7VbCCTFqELo*pyHwQaokI=|-+wR;*JAT$QYI7^Z> z_a9b)+j|hG6LcEJr@&Dsa=&E=@(bOmgGN=d-C?OCE)%kW%KrR(=q~3Bvf&3G)qflP z-?;`b;~UgJHJ}-as|PWS{_`uYVb2dO3d6zueh>W>B1#JEgCBd}dflMderl~<-Lm=> zYLs;JcT>ubDtVf82eYKz*~w}Garn8#$EN~79jMI+Oo>#_KPo_=om^T;q@USI>K9Jq zp3M`Ak`({?KycbcYxV%RKdf*{$96kFw-pvLXVBlzPV;oD-j_B*H-f1&e4>oIdC=&W z`2!kSDXl(#GPry-7)s?@e*%>EI+EYuZgSWaZwmEI-DA?RO06cc!>WX98oGiI1{Fl! ze*?*a{|G1+RT(yARwqX9+PhQgXO!GKce~P-e%?NHgeFe_&(ScZKPs$95B%BxZKer> zki};WVL{sC>W=w~Ilh(~ngsb7q^!?_VrWnJzLyur-))Y%OpNI&@H1<+heU@B-eF~n zlcq`~>KHiNK)cDgn6sFMd95je8Z>3m{E)!c0m&y}qB^<^M&tITpN4AjSa)+mW+%qz z4ddzxha)J=JoH=&0{@z}+0a}oGB#GKowr$cRT(Uc@69m@i19kj>*mp{OsP`#uxU8? zeMyyCbcZi+*yc9RM)lw4Vi$Z{>=U)=%q)f_M^_3jc?Bzu6hl}_eY)e^aQ&xm6e)HI zNTi;+F!q4eL>D+P^86LaHl&(Fp{0Cx_-}|Qu#}6)&nFDLc(P!`7Os`B~fka931|-xX|~l@O7K za^3>mw07VA+60YhyDA<_^B4r%mS8txR-nkC=UjF_P?Z5^kgJEG+HY_$E`60lPc^j;{@=Ne;+UJFPU+kl!vPfYld{-QBU9xH za;^km8}yihf)))nzf14xYjPMU^jb5!UPKo^+4xHo2kc&j=1o52qo~^za*BIN_Qt+lL*Q4_q*V5od?71Ld6IQ zjU1Dj72Kb`7*WBb%q4IbFCz}=J`JZan+tCZrtkWi^iB_gr5np0wtfP*VT&wZP)uzm zzk&Mr)7owgk(Tm(IU@5Zkh98-Jyde5aiOw!5!j9u};DBzgtmhCmR%7iYG$@Akt$y6|A`e+Go zi{y{OFz26RMA`m^pAK{(Acqu^(+kD`*Vt1Fh6fg}v)^MAURi+ql~MbV@75tI*B+*j zx4|sBXfUQQ#Rzx|{YtnO`C4*Mw@G)i^)2-B&_bDgaJbG%xq}a~E6jmdY6@T`ODeFQ z3wjr6F;vzvlG3fC_zX3m+k6psWxO~(S*Kq9l*%l=2{_>FLzOR-g*SLH!blKSvUY#q@O(^z=P-hryk_-KedeNMx6iJ0S>ELQe{LxxJbNz z3)pMT{BEtC-c4!m4EykE!SI@Da#2mc_@@zEevUzw3rw+3kxm1?6M-fzTCC@xqL(g3 zYt|1EGoCEUcd@$q?MH!i>cwfE$pKMhIp(R(jck0;+Kz2GCLj}5m9}3E$W*sCB)R$} zNKd-xCwn34Zm1WHT+DOLN)dZs(ZVS!!$>4~%EuKHb{+mbT#_JY<$(wOJPD2E?o~ZA z#K118^{zBwIYMFy18_yQB34Cfs^n!EHo=!E{GCjcoRTV}8;8IGe?&m=OBwUB{)Obk z?VavWwrlCrtd&wF@MPW+d-Zurg27c80#eVB(S!T>*W>z1eoojFG%AG%mN$;MzsQ|@ z$9ag*mcSVa(MLT(-ZXjAquxy-^pz(Rzwx|`#$aK-FDX1fHU(|2XH*I}zgd?+Jy6^`-oq^A+rY_&UZ zNF5N6&#og z|F`yyyqK_OB@RB8(Q$eN(0Y;$gz4{*FZY}e(Tcaq|?{)Lg|bL z+mNMhnekznONMwei^Bp#&^zvg2W);p3wT9D6|M`>kh~Mgf%`nswnkF z78J_p!yfwfx%1yJyejee$>QL`&~7AHf-eXBLQB3jn_B`Xa{Oo^1am4`$w1qCrN8|A zAHKM|EAc7|QHl+8mX+%|sp(wM!fVbCRBGL4M;^k=Ix~FR98{PCmpjs}Q4=gsng27n4r}SCdd^Vi5upsC6U;2y4?)Y2^A=@=v^jQM;Q4Fb)j$F}S zyX&1+pT`;ud*;cEi+eNyO82@X$(aSm2((Q^^6pg`rhFmr|i*<-YirZ5+g#f`KF6+mGLyEZ*^KgTznG zQpOXK6NoLI)s+g(ehh7jBkzOmyKJ`}5)lQ!ua+T@!vTo2KF8e9@>2CLWINjr+{EyX zz+b*EBbGY;6;**wOn%NC{7S=;h(z)~6`Ly(;A`1Bo{EDBh?p2+(4C~knS zi=9S}fN>!kICwcF_yFHl)Rh{Z2n|dWQZOUbg&1}M@2i`J8Q$E|j?eZ+xV%)DEP3*` zh(<0g%18RLbDC*=BZB3;sq911?TUxym~RCZG{*PM5XOYDBDn!hH2I$yZG6j1>>srY zI5mn6yB82jZVnnCAFZujo>@<;uXcLiCYY7F0$Xk6U>t z;?5L zy(60Q|It1vwGT{w11c5!m9A7dFq$yBl9VeU;0>c@h2|q>tK*kdUM6t)@6WCJ5o#`0 zLNKtceoeWou}Co5*@d>L50o_=IQ>^STo08}h9v5>HsS)KpAS)L*hqgc{+PoYlu6*nzb#sAypqs^BY=x=7+B5QQ zFsdK#scFDzJZOu^JtFAJ8?NQTqZg^~_|}^v1d|9F^3LRZ-&!g3#Rx$4E9tr>euVvy z;)?wNmf`c`xys~#hp2J5NoP1+{u4KeUOjN#yPrfCmo8*gxn3}x{n^yWFW`|#O1D~p zO)Q5&?Ypmobft?>9U|wn$9&U4(+$!M8)kZPei-Z-{UzE^+7vPZy4+iz$)J_CcWylT zpDXSBf2=fHj^OR^yWG=UDtjy37wE&mIVTf_M&eojX#Do`B5XtoVj`kU^tC1^X=A9F zh+;1p_q5Dwe-v-n>tq)0%k=%0#9)v3gLDL|4;=q^@NYO6jM{AQkBnwbkaTOA)`dJL z`ubDZ$AnewW+92Mi`7mNtfP~Nwrz14+@6cL9+=XP~@ z%G+#e7zR*${9r_YhCzK!SH@0j<0XLntx`Uno%5}KHvunw<61!)+pIqLl7lco%<-oZ zW=cs=+%o78b+W_ni+Wu2woWU{0IPF|-H>T1{K(D#PB_+P^{71Sc;=w?e2YIHl0dEs z@66*RujffIc4ZfxSfw-^F~VtS*hxJQ*RWhBbdsDktooU4Vvnk4ohWVB@KBH`^ zqWMj6uinXaTsvzQwNXgI;x%cybn>l~rNNB8nQvXulu=<8At$3{;>b7Au1@R@tBS;1 zV(2#hvFa*v(MtJ1;@KAh7a6bJ^Qtdc($^^&+O%!msT@R0opJTjp0CPe$yw{Y$*s$uBcMd}))`&QOe6x;Cxs zxN*F!+Xf8#5IPALq6Px$*vExt5k=-Y<9y$Z4DP?F^ z(}xoNcBLH^>jQ<94W~?|**_Y(3`o!Wx875`I)hqPQ_6;rMUSrNyrTW*X-z6F+hcgt zQM@)JglIWz1V^fGS~r}Er+y)!-%&OSN2!^1?tW4jUxO*n9guf<-eTAPc9AQkGZpz% zqhaX1*Fs#I>}Hz_h3iw?Ueuey%X0JOu`_0FF!PH&vhh_;s1ByE>)w3NnFrR>*fMBR z6olUE-bhn4XIf~$Y}H}JbOQkzX_7U4F1i3bt}76ecf{=)w-TpjikoL21*JgrOP2+3 zMJvGAU(((`Y99MI#v<|9FUMzZQ~yy)CJ}AV@@DR|x#OuI8>nPy{x#f2ur(M(B-Y^M z>y(F8mU?+X538>L$t1K2ci{s{>Yfz2LM-bH_*dJu519^pQ4I z_j1-%^PNMqV%++UvzoyxpTgSXsYWMabvgc&nwsCcHcD8g)UBo2t8(c$ zm0w%<_rtQ~x_#f=LDSI*o5uyTDYs$-+&ML!?(lFFe7w7xb(_?*Ah$=2996m^?5Ho< zdl@x4NCO+-I~${ z<+_DM;+NXOPjtVc&&T#&%iwk`d!WE$={sI>dgEzOddyCJH`$XJw&8z!Sl0<|C!T{# zC8zRTRPHkp(=c2%0Mp#dZ_GBa{9sF{tcX`ptTCnLSBlHd6a=}ji_z8X8PL$H8s^$LkLE4k^#v z6&JPIJ3|XhS1Ib}g8qihvc2N>3~8J794?*bW^T0giX}2M?T%YQB6|^OLSNS2vJra1 z9}4d})vQBxcd1Z+xu;dUr6HVlVNmR*#Vehi*AF~@m!96s#{*%NQ>7HG2z54b%(r!@ zs`RVI&J;zDG8cmDZ5eGM^{DxF3>vDZB2c*OXL>byp4RaKdrQ0|1h z5=FKhHGF+G>;eQGZ9h0R&Rg1;n#A}zWEAa}VeifASbhXyJ;;SV-lvAZ4et6<+76 z9$x#n4q6#AXoSdkp0`?ji6Q$5MVBq)_RKH*n)s&#BPO7NMYB?gpGL}ok%Fu5ziN9< zTnL%2uuTnjn;ZUkSPbx$`xEO`C$D;zxIo(QXpFcPfhXV3d-bA%2tR}<51#Wq9y>ez z)JzefY_aR)9`Bb!!MwOCg%CdtsB>KT6kWewqKC*g(mP0~UlkTZy-NJp2;8rfZl1O* zTk)wCEj-cu!unDo*lec@4)=RRCTZbjCO`5{C)V`2mx z3+;gT$jN;8ku@i|6x&%p5W^wPc{71Vu_21k=kn1t4L#31Z^=gtb&j9m#YBWMq0p}pv`ty z{}zt%1lgo8|C2Wrl5RLZ%MWu$HwA|KAmbvwx3W@sAk0vnGcEuyV z%$`1tA|Z)mf4^DzIO#gFKGop|ND?|{WDu3 zT2kWnihP8__%mytcR(3(Z9Gx9zH2w6r6Cy`oq7zuQQFNfaK#C0>&_#TdQyjUqU zZa9mv6git0VyqM28P&mq#6*7SGL{kTS$>TiS2Hd8V6GX97#Zi=o{bG=MGplt}B15(7s+o6$2s?KaMkGP+(sjI= zzusv&TV=?s&7EZ{&6E;_RE#SuE4}!_FJfT`Dyug=Hz7i`J8f5Yf3Ir+A#y@BYKsYZ z8s}uUqA}6%mDBPfl7jizp<_Tj;1ybEW)N*3B-LWuld6i&raDK zX;K|$UBKW@w`*sRt=72^LOZyXm}T5b1V%e=&rk3^(VbS(La@t!Wt3Jj66(Bt2yuXH zs%HH*!Ltm=+;lwy7Cwh_*!Nmrqs6sMwDf&@pChVnrA25IJ%mHoCAyXp?OliMRFlA+ ziaF=M9##6I_DGaNk+hVz3GBc*EvM=yHKy!uua=b}@YLud2TsP~)twY>WHim=Q9{ucBsxcw#pWOlJS zan#i=u-)JnMUrK1vY7$2=h857GoXB+jVhGPv#QBBH{L1V zc}Wno^Jdkvvf{JSvYNWK6}q;+A+sxq=*{=O-WK9~2Y7th)g!==I>;9y`30C`+fpqz zC|~tqJVWjO;Z3m_0h4~%2v%S7gBa`_;wWRL?_hYpL?@f4x@JS1@%w4X+XENii5>Hz zC%l>n+yDcG_RckGA%|RDAmUAetMn8eJ^B|M20Dz8p0YG}DihEMe6d|SkU&5R@3{e~ zBX2a^~NJA4-2OuA!>{62BP8OP}dn$FSU^6q7b;l0)o+uwV;80688ywRhp!= zxa%AGMxpHZCWvy`fna2QTJa}EHB41DwM}{d)F3}B)jQv{+a-DjZxkA?BPYF*8h!4&@0Yvl)qef1u78F(DTfJ$)cd?6sa z7THmyO%-1BM7hvH`y(~X3MPwQLs-A-q;Hw0d zM%v~lmP^R?IWMgF)QG=^rSVV&zsSe8B%EijIviu*75Jbp`uGom0c6fz3@fvi@rPO( zX5!{inU_p6=Oy?TLk?WSnD%MY-FH2X(2`VldH>xw<<6U>y6^5v*7xN@knH8!uf1-Z z|6VOP?^t#OOR%!_uHg@t7`GW~_^ssP)fito#I^2P{(j!)prv;DGK9s|uUmSYci>c0 zF&2g!5>C}T)UJ<;qsWe7i2XvV7x=s})5Q!f{zYi|%(ygME9R7xO0nohKtxBhzOnaw z&|Y}D9@JBJlhfLiqoFS^epjs#mSQEH2S>h(^-P~~zBhYq=6sKZbSAh9H5U{PBFJL2 z*FG9#HD)W$-|_lkQ&Is=Gd@kR;0gTj)24 zgdfDXeESQp3c?}J?uwzGhXM20wC`2U&oH^;$-lr*q?}0*5?aYx_2n2$9`?bGYu2rT>G@ zNldts9&veC*?5OJ$dDrN`wQO^YWg)`B`-Vrp}gb|*Ss~)pXRv3s+PK3zT=*n@`AOQ z2Pgf7?|Zxq#J59hyqfB}T(0_=u3g`vPVo88523Y!O=wIi5n}uAE%Ct4^cc>OqiT@WreRpN({u3WR(9D~Sgw}h?kRD;} zeiY(yAI5~G&&Y8|=}#$SiRc;t67Zl6K(azJ&fWtqSh~N?;8c8S79>Ry=I;itNFw#_ zc`n06NKuBnwKErA4p3OXAWclO07k(udy%Ei4kIbr-1^jp6#JoKJOAui_(8$X({Sv; zmk^?fcy&{-+w$~}_wD)kw1r+niDrGDc$V$!yUnhKiL|{O^YOG2ieD8q-r{zxUaXNB z@0nw*6W5m4UWK`v744>y(sZa94+Gg^C5_yke)~UFzoy1(0qYC}z@crk{t@%@yq4dd z?|&@p4v&!X24vKucAkUK9H2yOEoAvxntsfZAFc(86D|-r;SCJQsBZ;w7ZG>4>*)f# z&vW(@kxlH{#_YH#O=*C7qAT&#Y8IEaL4Wiu!A*gX+1hvtfI9R`hNPdX9qpRRRQwo< zm-BRNh_bjKIOLp;IVo`=6J~dU%e<-d(ON0892~PP*;52fs!NX)XQ#&iDS1J9V$9D} z_-E+!5yy8*?(NZ!=_$j0WW>hso2d}mtkK6705Uj8{tf=Si_^4gj(;R;A>T>ZSV}fX zeF}2?jjO_##;8%r1@z^~60ILZbA*!g8IPucT2I4HiGWYQOMqWjz-1nh-^ge5Rfd`* zAAegN$H&tz$r{E&6Y~1H8F?%4*!%*N37$%zcN}QDlFStj3opWesSe%Z3HJC4tcpwV z9Q~6IIbpD4f?0e&hfY{|7bkBJ&Fe+s3@B^dv<%WS?;!e>fQ#BC`y#x@ZxILYRi#J! zwSA|(X|2h-P3{j;v<>I(pxG=t<6xk~x)g@xm=jn$_ z*9a~x55D-~yAvA!BSOtQ9ox>l)z&RNp)&J%B`AAzyXEgANbrJJmHkD)sZ8vRCo$80 z{kDPDYYR&8LL$O*c>hcD)ITLw`UC{UR#Vs~@~Y3*qBrNvQ}J%RqJ~m3(|RPn3d5?y zm%eVsYWra5<{lAC`59PQ1M^O@0iMkc6WN&b+sXs2x!9-pqV2Z9>%sQr^qR1& z35SA9AMe%xCtRW|_`CJ|Bh$@(cxhspIA8dwuU^fb{#$>f&`^ zPAA2aH1KVu|Fh)%&tOUA&UM=3vVhh~AvK{wrG}_*8(r|R&7H2MpGQ?ZC(AnuXGgAu zalc?lWkngqTb5?Jghpq-qGz=f6H4!5ToD7CeAI8C3K3FI;1kStdE{CN4g5aS+ayo# zJASYtW(WdLsC?x%r@_suFS~+_a|uhFG)xq1=2Dn4G*- z#yxGD?akuM4@;c{I0yxs$_g%`99RR#!?F7}kUz~H`Z?Vn71vn!bB6hY`!fxg^|mi4 zRpj^L5 zLzQ!N>n}dXOGS3TU&$Di8@?plBw#>oEOC0CvUyiz_J^jM`$ea=fy+b_nQ}zQmtD(J z8T|?PVJIb=a9ufgNW6mB?7;=5MwR+E?=)AV4r&kNp`WE^Mt90ZZ1;_Xi=c~Xed_N|5!AO{I9&0DR ztxAjJF;&U`Ob9bPd0CL#b|uCUuJ(vXb7tN)4mk!DaL$7-Sb`gwEnhG+=+yT}T*((O zY2zglGP>n&a2uzRTH-#3_4n5{+b@-h)u!Go(}~sdflzr{#(`3SK{w0@^6#b4ycPWf zwE7v*EAaW#9MOxe+6>}`D#GT+LF+IZ2F<~DL;{S*0Th*ZlCHP6lxXwBLG%736aO~& zRDY9R?039=VEWti4}eHSJg5Zcv0Dor&p0G>t$D6qr`pSecEV==IQfQFlyylPT6p39 zpIu__`v#A=0-A$TCgaLM)L{m$^BbSu98F6~Fy9jelLh@XR;+o-fZpl{k$`vW0Kt8E zU%*ImHCOJBSW1cXi`2m7w=y^%WtrFvQ)0RkxQO`;21AhN@HB(SfOo?QJnBiGgf8z=>D!;h;e#J zpfkyN?c9gZBf4%*_unRqVTQDG35t}$EPAQ`USI#0mQ~@5C|utLA|k=yf@~JSu)Cbn zF2QhZC&}D@?{=KJHwEK9GY5gC7u2r4yEyj4jpN{er2I6@SOA)o#kPQH9we7>w!zf* z7%^d#n*6G5#Unq43>FGLFdX>*VV+F-MeU6enk=@+92O>uJ;wV9sbH&Op(~VdfbXy`D`W{KuXjU~$9(LNUj44%S`nuk6PDOu;il;K zJvhVocxs_cn;FJ%^9JGO?iDFaXZ`wbEfJ&5u#3OAZvDoPc8`DuW`w;@QlOa5_s7&YM(!O;7k&kB}4Vj+U=E}%i+iH+FY!Bv!7?= z*DkFa3J>6}ATt0im+HcP-ErMSp5->0lg6(*L?3y2{%q5UDw7-gADf#--j+rpGgr^= z1WanDpD*x}d&;?1*eeh`^q|8r9vAZw`T&D2WhCtGF|VTwgTyv+JLBbOomW$Qo-^8$mjP$Q!DFXdH`>z1K1}iBYoo8m z?8=@NR20*FV5M|Di+jhe?(UCm5%n`KnQX_ZpIsbry7D;rCQ3^irj$Pc^?VC9R?EMli&inFL_qNvQ z73eYUX5J~L;%xmSg$d6=3(LlE&OBYzfvOtN&YNt|2P9b|6>p+^-yQY#&7YvkfAz+g z;-r+pz)$H_C7ZkgPAISTA2>MTb1%HqT!1WeI3idOc}l5y_1D!956%a>i=+s;Y_%FT zw?~di^`TvnPsC&K&_Iz&jl@hzZ^wP@qEzNyNuSLaHjr!3K7lIslU>uUM{)ZXGeF7X zp1wPRYDnKJHQve1FrVuCkBgm5h#&(kt6LHN_wuEH@K>Kdcv{WJQ{2?2PAxelnEhVQ zyw4L$c@(stHf}F9A43!rQ%{TFE7&`UtA4td8b#e9W=zhx5*&pf6|c(j*&X{`n7^Ox6+2-HCoDbNMbs$jT$1Sw6VvFfd?J#xF`#8i*6L zn)jy2Ui8{>_!uIzmH|W{?rcVJy)7o4KOd$(`l=W?KQvfPC0_!rRl4ZWpa>8$NULmo zz4fiHx0UcL;U#P)U0XXAZ)qW+eu?zYK4mGVEUZI?db7(NI~J~X0U!XDhA33&(&sx= z-1A{G9s=+9Z1_KYc^}-M!OcdT#AN1+swYf$FrCU#@dEuPf9HgO%;akUm3|4DTj;!R z3t~C9DEUtOZ*}RidAC}gLL;_LId9talmXN9jWT0Lo_zSq-|-Q593MCN=s5t_u?j3o zrRs;FH{ng!)e_Qwj>bgmg7d8RTQ{-lu?>BC4qoI`a76xyD)#O1KG!~&4dtv}r#7n? z!w_RTZU;_7)**i5s?61*0>XQuv1vXXp;LYbx!L9({r;Z_{yE5ugfx#XoZxSkT#X*A z=0F|wgNeJT%?~l_<(`@wqI>UhzWi(}!!O`VFy6WaE=s|7hiojq4=q?cVb3-Pu2WC0 z_Od)~i_+FrQ{>0BfMs?j)a{clFMFGV}I@B zp^NOE@a{A_<_s?C0Xub#oCw|+EdzgfmM->8RcFT6H9u1h2GTNDB}8Y^wqe626(X7F zkWt_9+6pXpW>BZw{+ms_A_@VQgi{Suc z7FWIya~6jT%Q_)dKc}_yzzEt&Y&Kh9HPlUKySE zew@ko{%P05ZkmQ3_Ojr?b!o-LDb@>i#zr%|HHUa++Z@xpL<3-9nIFlA(l$`{c3L1z z)6mhUuxc*wA0jB|io7*+f?_!{gdf1oQC8A!9JIxt=@MXx(EDtChB*_(N55a0AcER(FhzGEfG=!UfmtRQKz(XrbzvUU)lC zmV7!Q2|aC-@mAb)dB4746DMYDf6JTkUAqHoYteFj4RH9@(EKz|MW1r(lcX$1qk#jy z!r22tYf6^|A22YaeB@?@^Y86_8)UZ>*-kfLTwqZs+ZevJX* zQf?Mc{o0%d=#<^9sg$Rqp#8ma;XePfHi~Q@%W02jr`6N%4Fd!JXH#{ZTx>`|fCHn! z@|c9DB5<&ZA3QKbhMBtXH)POyFN07IHa1H`DEJ+KIyvX@dXQH~RcWx!gE1i&a+vc6 zW?G~?Jzc+}5$8qKzY`n8rvbV{2L;WQ+61T#JCF+bS_|CslYQypx@A%S$VT4ELWDW% zQtUvGOa@1aqMjt@PNE2SC62XEk%eL4wGYs`EvM_LF6D7MBq;$6wYI@Qea71`5U&C1 z04U#vg0R%(6o;f&ujNgROlhiJNKBnLCW#%6?q;RBpI%*xe(I=`eW_E)ntUpc88KK; zn57+9duxpWSs`&3%wT{v{k?$zryZLQ=C$0zG5Yz=90gy_&mzM#MK}sLO*j4OR*ZLI zi^t891g$y7EP@kX{sQ8O6U^$wbcU5rSUabsJknVw7JFi8x@@9t%r$_iK(kbV^ z-|6z!b$#{t49Xz@Q#7Q}SDS8hFX8_Nu zf|4ML++9qYpTk7n0dY$6&EigB<@74VC=viL_{JxxO6TBSzPs`fxAan;y~L*$$daI= zcspwNGi(n+K0zR_ue#;kE47L^UcKfQ&^*?o$82nJ7Sf6OQNMuq(*eMtL!3LrlV*c% zPQ*#+)Q0$S0KCip8u(({h-NJTOy3hk#d$dw@TwYoQ@8{;emtXAcU z4|9Gtv?*@JfvGMw0Gs_1;snxi73ze3@nbj>naJOPIjjXTPo-0bHm1B}9P&ZRI62MX)g1^Z>w)kMV!T zvxAh!MB#{Lc>|xHyzq&ohh_m<=Q-E!UF%k+$Ucx5Tio%@MLC~jDmaRe z?%cyZKaxpJd6w-U+rq<^HY8h%t8K=cJ~7uREYuh-v!>cz(xIm!crz#HbAx%JEJRa! zLOZ#cJxscPP3Y%s*Y;ww0w6d1?@ZM**P?;_nxqK>ELw-w@}eR(6d^1~(a{cH_}i$I z*l))I*k$){dyq&bFaZIXuUA9!W*TvOn{ggnVFwI}O547Mx68uW)fM?-tT=z6m=6nH zQh{(xm)HbscoI5Kv4%alUYWMQ|I95S<%_)@`OqRA?_^ll)hJcq+ zGSDTvXiL4lb!`YJFlz=2O&36YJ-GP}L{aSbBL4souFEJl6yEK5aR0V93n?wElIv#c zV+}v;$&8~t#6Rm_%)jrwCkzYbO+HjCYPu;ts`Ccq&s(_MAmK~4v)qY>APLCs9%p9U zK`#>m_{{oUpS|@j-?jAk>zc5~9nyQhG)+qLe>#Y@C=P-n$n8je0FQh8x*}lhTs{LC zle5p~i)Z-IsnW_b651&}=xS3iFwi70LJ1+HJ$H39&w1cU^y;z(e#>vRn>w)k%o<%Z z;|!}0Y6b8&qVa`fq8@1;YSa!-1ddd;n^>}lf(%&TGL~%U(J^jV_rG$Y;ca*ytdzbVI-&TB8L*gKxc+?55VlMGFedb}@J*L2TXq|fk_rjd3O{lzJO{jJVa(gB9yAN{tAXnj)YT+W~L z+!l)xjT%vu;nRWAq1v>RYQ0a0uo}Kf2Tg{sH_u zW%2B+sS{;>nof!o124e^=HYv`KlJ%W8W;-sxR?i;ht|oZOOCt2G3lYD9o^(_q$iGv z*F?KMe+15}CdF;wmznb}{%I&m`cPN^>LXa<_86#2kBSLOmgm8!82iSvsjYMOzh+B> z7!}+vhZdMP$Of}&I;3`++jk&vYAv!og+yamYD7YaQ)Qtj;2gwyL8Pa0{Fy1PXWROF zUuYk=gnV%(zxU)DG)Ko^eObljWgL0$cWlXNa#MK1Vn%E52{;&jYmM4Ja99{5$7H)LCGDD)i6*%&5if@~g-noE=W7Vk|5GM5###|{x=QUiRH&l?}!f%yB ziSV$CO=XiNerNC~X<(V;G_+VEczlW#{2kwdvHa_+ksW2S_=S%T^7(I9s|}e!*Dg_B zO>$Z3Qx$_3X}Ih6IeT{lSlgqVJ|Yo_SMykZa#KmxNAkJr+o2V@T>?Xzw}K7|eJo2g zx;Tf;Bg_lXKE5B3Aa0}0cfI5^Tm+Cmg@qzkMa5l4R2$H`5!?a?3fHAhmgu^8n1g(@ z1pQpv9rA9aDk8T0R%1)sC**|PC|Xq39#(K2dzq);7^syCL(5C59-G0@RrCXoHb=)b z)xd%_AlsW~gLl_~tiHYQI16b`(a$u{;c_HfEegu~yq-cGRAEmj_$i#d?q^9==#d4* z;U`;k!2coat)rrBzy49{5s_|?5)cq+kuCv|4u@_D#i7HY2UJ?R8$=koQ(C%1x;vzE zh@pPhJn#Gc)j4OKzg!E~(&3(cUH9JmQ*6X9>U`Q!;o3%VEs6jfRWp;LJ_Z*t{gu$4 zn`gx@WWbt145Gm7(ALATq!9``8toafnW`*XgUM0S`l#gGvgLWVFt}fV@1ddBXzx%& z#q~Hkjwi-wY{T_vO^4W>%81~l7+2|ID2&+sMzMR70;~x}5JKqE{XHNl#zcko`mY8S z&F%!R(Ctk9>xd@hUI=ef!Fg$Ie+P@Zp`W>FktswHoyIQqm=liwegN1z-%#DB^C@jG zh#d2`dhr5Jmb|Z=wSznP{Ym>%mS^RPuOOa7pzxM(_6V8PAL{V3*?*@Y(=j8U)fhHi z0NH9&{1D9LRF%Y>|Sq+N+hdowx6iZA#@uhsF5=N2@{eAPGrLPLe;2gn*AJ ze>3 z5RZ37z^hHK7K1b{e!h(=r=0#zmDNGn9^TTgXn(?fZ~vs@gxt5s5XPo#oD#{%WEydK zQI-vaY6a!jh@;^afR~|U*;8VT_yGj}scgs9V7LRLnRV1lenwt&5G$;#vpzX-p!!%O zO#euvM=-G_kg(2TTcH!C53qO)Gaw*{9IH{?5uJ7X# z=x?VZsqgXLq~6D6(`1a^6V9EpoF8Gt7A)bfBaVHJ4<(m9uaNtA5B_=;k3sYy3e1rm zm&{>rSYdTde<{+wePyrH$0GS-x%~1jA^q&Vcg#B)2Y~8z@f=Mimb{WW`<+w_IUpNGTf*Km*tX%vuh z3{*iLSO(LUz4pIJ-f&D0HzXQo-&J8XiV*tg;rb#H`~u`bLBXbUI=?#IQ|d7sQnFR2 zj_oBU=u%{jHQ&SzX;Zn6clE>+`$w~(ac`j+qge4@z9_ck)zuRh9*l42PuV)s-*rm zE>*_?3)6s*zrPWNp6$F2{XD+dBg)4!)WT&|dZg@m zuqaUt4BaWvyjK5PZlU1X9Pz&tto9fp1y*LaxTwgh$w4#zy{_MB+%HvF zbdC!(NJaeP4T1`v@WC9ip1`F zEZ^Yh+9MlAfZ9899*5dG$uWwsT~0%S3(%lspv(5HTC_m65xT^-VUsZ}DDad8EX$OmyqE{2wFdCIVf8Th`t`G9Mxd)-1&o?7+|Z0j>JcWXq10sj>8 zJZmBor{{cRTB|xNv(SN!oq4U&9oH2iL_jG6bCqvAknMx7D;|A(h|4pzNVsn4Ml%vf z^-)mAL?nWhe_2cX3SQlBS6p`GDWDeh}*5hFZgIUVTQz#T+J=6m=WouIz zsJ!%E4V)Sj5}H&e&E<3&-RkY%FuiKAM2BNFiR1qa>yH6;(rTQ7zA%fM-0msUyyOZ& zJ{`8#%Bl7xK~~Exx4tS0$KE)w#NPxXap|#$3Nfg+(@xK+`u0xWALTB5s);hw?~aYJ zZ0fMYZd(%sk%P~qqDLu}B+K>?niJ)$L2&dH)h02(%2;rRus&7w89H@rpEo3&v##DH z<^B|%SYtPa&J+Q*IO!dib}3mibW|)KSc)YJ>e?lxe@;Q(?TVVQ+>%qE;iNV^*ljOWwgZ83nyy;&`2wxF_?16*C z(QZoo`aNYuHk#Rdb@q%(mGXbU^c%X6D{kEKpt|FUrNHMJ4xH~`6J&uhsWN{n{x;7k zkaOU8%>DDX!zhOrop!b}rP=o)vV z#j#PMSqdB1KV1Ivx1+@C(Sw~lxPwu+>10RNMvbdVsL@Q-7Zjv6x>e20+OjbpX>C#P zR4O+$@QNxQoHP-EReQdcT zEh;dequPE`5)NjJZ3#**-Ae~J@x0fk@~eRutmDU;usy-m{>?X&`!Lte4_&pt;zimGO1q=~UbHv#qBCJ{Cmr;u4GTPBUh%;qV>E0GiE7FUrVe8Obylw#YZwm z=eyBFspYFA4Qjb+d6jpEoGwW%>v%8d(!MiH0;9g>cF_%K!K${B?NO4sEZ<`Tux6jv z?2*~L;G@dCX!a9gx6-QIm10+b!i_0SHVmdxEezB`XhhG9z)U=n(lge!bkjeeV>3yp zP+{b1haYs@h{^fzE?(x&XX?i$Utb$GP<%(#=G?EJydYrEL~8B3$Qu+_>x(VnqA@p+t`Dwa}3R&updsdBr7#Yd%4wL()} zOEZXFxsVJ9oQ0+Hp1_)!gs{KN+-I6TVBTwR`y-S`JXj`BifJ6rpc|sK&Sj)k7CjxV zTE(=%DD)@nnriEmxB2Hny}|UiXe)$E?1{TPNI$E~15C1b>Wv!B8udZd3 zSIEW^_x)ODZSI6$`INXld1rN3J~oI>Fe!+FBIbNWtizgwc3F2b zBEjA4h+4~?>zvtJq58;Jmbv~!aLTc4wFl4H4cZhJYw2!v>TLw2lW-_l#FMT~UcuP`9X)&2GI) zQE{_vULUvo&cet988bj3-`j2$ZV7XV9Vo6Fx&W}cc;&0+_d{VYRE{#GrlISH&IZ=E zr4_@TVTTh%I1t*9Ojo>ki{m(Lmxr4e^FoW1yxiYIO0^rACQL*sJtu|}M`xT2#qRZM z|0!Y5<>9+=@TiSs)UuUxn>)pUG=;s=3*REMZp=h95AM8qJQm>vm#=TCp0nI^VPhYy z00U?3zd2;UuD!Cx8thy5Ku*D-5o@tQ&c}`rzUi)h;Ik8Y?iNK<>caK0kGvY~;D^pf zM;nH<&esFSyS~n8;I$Q`7lpt|EyRp7t^llG!A9ZV{20?&|MN-KHMF)Dx23L`u`dZy zX=ks_0`)iiQy8EX3r~&4b1?EuCG>DE)6DQ^lR_qO8DFh=;QaOxYE5z+&&J3dcJijB8z z528ah?z2+u6EP|N{on=U0JG@)X%67DG+#L?x0#$?k=#`Z6oBqC-68<`2s??}K2Yp0 zb`;VcbB)MIGY!tpO4HR9cfkHIB?MQONd+s~*)aRm);wYb1*ChWRa29HMi``4SoWBv znU~K-?U<}*@u^v|q9}6I)5Z}v*wq@{q9#(QLo3nFZsJXjcV(u3*{^scUIm44%dv`f zxL8~lA!2%lY-_+Ocy0mXk$bQItSggkkjaY5${d1Cw*di#&G1uQixFB$q+BTUDStX< zWbfa3lbe;@i#Q1;)YVPQNR3<(6kJ$%*-@Tzz*b0tOncg z5UpFFcIcwp+UstPntt{K`skBe79ym=DQk7NB{k-N3b#N3AX$@RFsiUNWyUOLWIqkf z6MKl~?d5_qupq1eoTXhilTT~7;#YQOfHeFIos=mK1Z&3wjZ}E5BE&rloSuhRUf1Xd z+Pe7jzj$~!(JNmq!FF+L%$(W&fuB_IN+kAxhEv;8fwXgajHYfk?e<~(gC zGv525 z#0iCdWOhiL7BLv%VJ~!5N{j6}RP5iD-&TmB4CPLVMC@*-?0m{z0b4D+v#CMP@m_bp zvb$VC&xgzhI}YM#ze4~|Z-}A(GN9uXYtTx($g0Dhd;BgvV6yD@G@l@lp;|&a-E~fQ zPmw$`;`->njE1Ms2{Q8>KSAun^f9s6l?(besQY{#;*HJ{S+0=T(R@!v56pE@T^?W- ztN~zu$6+m{wJ{mv?s&k&F96xmhT$9m+^OE?a<}>ni5PA~7TVT;=6(hZtnYyo9pr~8 z_U=&mEjC86SHM$hum%i`3#Bh9mN5s_FCBh;IyxxnR(|ZX^(Xt9P`C@dvbxQ>R}bO| z#TLv({#wK@aRDH{ywyLwobWa!l#HhLx)_k$4v#hSkgCi zc(!T>l?Q0KPq&R%AuXy|h`yynU*335g?8=9xBH*biJ7Lp)P0H^cJUTf%pas2PT9s} zz-Nsz#W+D@W9Y~e+wvhsDsBNIUdjYZqZgu#SQl!$4D5&rfg(o-G}UC@uX|6awC-Rm z$661Bxd{IP1N=x6js~oPr)tf!&1S^b^EhdqZUFvFBlPrO=rh_mjvIZ~T)OvGH(gsd z9kX7^Za@^+*9-v^nKp1AHZe#!4$}9Mvli;_Rd(njF?TJd1nF6RwaEl4Z{d3=q4&iOEX=9H_{j|#(@!?s&`;l02*BVLz92P7^0@kBGV z_-$Qy{0(+1(l!)ai*mQ5TlXkpccesZ{_xD>ez9|rMB~e6f}hYwab-{|{2aK2h~97J z;B#K_{1WooRx;9j1#K_dy|GEGlFBMSL)N1zI&qLZYb{}OLs(9vUei+j8GtfyGYDG?r*&&EuBi`W!*=q3U1Qnp;ZxI3NaDBnu9*ZHu89YX3TP$E|hvwA_XuX&-F51oYCV7Fd_%tUY^eEJTDpTP5-3U1eS>P^J2ZC%@>hBv; zl_@?}&AE>&@VhB>P`++wClPRXsiPhw(+lXi&PfFLQ&Azju2yKNJ)~OhN?u$qDo&M2mpKO}G75ke`ezeb)#CAzc^UO>S3xf#Xl@YKO|W8ts%99BA`= zbg_|SD;9Q)PD^s;@VSEQ_AcEEL+554{?bnvxfe?_4 zEA7R8HL*@k)M$M~wPmj`Dd}`8c}^K`{?gg!)%ECb#o-18^9{7@)8Olpp#Hgd*4y5u ztKK)2>8v7@<#*YAD~SURpA}ZXTlk$u(MRHI@HROIi!hyQTbk5L}MTocvspyooj-G%PihyA-mo zV4zZFaxz@fUQQMdpcJn2y0aJ|LvtvsR1<2d7;v{wS(PgCUmQ@;3ii6WyYIohc>#e* z!DnrjHEoaIV%jB^d8-D@`O$mpuXGi?aSC)CiAS@j20c%CXv3-csH_Y@g&F8 z9m4lO(DamTLWYgh#MH&x+kj3$-v=VX*s#gXjCEzQJ93ivQc%!TgoQbJ7*S>Ybu>=M zfoDC0*~tNIGMa1Eur0v%bdTXLv9Mb}6B`~P(tag`|8(U-s|gjOzeT-CBnIgu&w)IS zvuI>$$``3@WFLzYS_`jn+h0ulh$YL3h{m-*BCJ&APBltNr)I`2og{CU@VxBMd3tlV z*G;!td55<4P)B;}*(|$UN7`-7p~Yt!v}};;*SdN7)PhN&&RYuaio|v>lU|?4Q)01? zDLoXq!y`^N&h1EwV(%o53eg zBUi}{GnL1fX%x@wDCF~Mra9yjbbR8Z&~x@Nex^i^0JX(DxFit#hea}7T|6hzB8^l3 zyjUq!O3((%v9M@DN41NW96t;rJjU-l$P##AtGW; zx47I|reDjKA(cP340?3fLW%3)f-SmS$?w`V#CgbwSa`Wmh`cvD6bEKK|Lz1@Gt`x~%VEB$Jc3ycjDL{pM;w2{9M3i+b;m8Kh7a zRQp1YvT3`E&~ici_E`LK%hV}1RG&K)wqr9>^^}=aSe`D~m@U9~rUb!aLU`{G#aXO& zOqoO(3LRb|b5Fu_mrU7lDy;J+@wAToST2v0o`2jsh1hEFc7j&@NOQ{mteVgH!F_A- zXZN(PVfjc{b(OXi*_O-zF~^Qu&s=Bb4O6E&{6H3YABw)Ut%T-tIi+hZFIBuyYPWB( zmKG;96zBTv6WXMF#EF@)Lm$uo@&J8BnYN{)U-W>QQ32J28eBn}&}r*^C#m-PyG>IM zf?d5MQo7yUP%MV&4x?7E8$4!cJDfm$_eRn`c=_X+lLn&`?D zf4{cj>5=5mUxZ5FY5Q!r71+;P!H0h@!W9qeA-)st%-i$(>l&bxRl2UE2J&z}em`I3 z+kLNXqyaWhN*JvUW5+^kCPFz=G)EiH$7PW1I>e!*K&nmd+_7;}C2(*w5G(crzYvk#!IP+O{{XB$cmspjEo?y01%c_NpU zoCngJ{iKgtHZwjluikJVOpg)TiRU_f%8FZ3_lhU48wRu`venQ({AiT9@I3A(`JlRC z(L^boE}UDx1@)XVbd&1idBl`UUuXScO%J>nmt$0~QX!o!*Rc>@`ZC2gG`$S4e|~qu zu~T9M_*@@R@Y^J(J+<>`q0Uh}pF9lmPI2i~RJ;>4N9EBcA!bqCMIYpHlPa+!u8EWh zc`}A&%wUBo3@drMqiqPHXMGWIwC4R_D&1R~Hwj|5KpF8S$qKD(xt8d5^qzK zQAhgUS27*yvbi^`g~iaCSr?h{Xbyyx#3TrpT<~q?z&E_RY`WivXbF=%?qH&1i$5zV z8Emzp9$v@Ry~tX#D?^+3G>GreDE~R2t7lP(P#KZvCK9fKVo2SvTt8EJQJ9M>57(`U z#~r5_X%Pk}a70IxJDJd+NSy0q;~}4lSKT8gIdfrKM|r0a<6n_8l)UoQ@W-aSsVgM$elt?whT1BYLF+ zp|6G|$4Mc9v&XKnIAq^>^~hGH-d^^RDh69w-29xvL~mddQqE7@6(_s$@B$43=N1sv z73i+o1e%BwfvNyozu2Zxzeg%KWJl_q711MHrsZ76HYcitug57KW#(Mgj2RHT@cC|ghSp8dRJZbdl8 z#wdj$(alcnDqXyQGoho(us}zT9ZojBve!eZsG@L_-F$C_E(Q@YidFKgm}H{+)S?Mo z#^2CxKps~D=RQ}0c-$)w2lHtKB$~h9_-7XWy#sG+i}YXSVjq(cQ(LDEy7Rt&J8_hj z33dNwX#QPC8GLK3xW;ftHd<9LaT1b=hsY~ z7H%U81)q+WI82s!Yy>x+zz1=ib{-T<9lyn)<%l8KR~Otehb6mXyS3d*@YsGa`zOr|O||Yq?3O|i6;8pH??)`j*CuY%S)C^cU9zT1 zlq5}Zlz6>nHauN%spcTUG=6-%=3tq{TPl=Q=YnbjlAI1?>oqvm2~Frvb)M46-u*VWyl2q@E- zTYr-7=E{?3PCnn!@#lNPAFF3;J|-fU)@f7sB+f=m=PnckVk<8qW8a2+WL_4_EYXrI z*bXMyO^uQtv3gXd-f4I)+^$yFv|%ONC9WwxA*p}Pu1-Ay<7#z&=!@lbHLxU^npdFT z`>s+E>0EiGo*^@MJpqzka@^puo-4ul=8jR1T|WepXs|ch5P8}-C`Q^cqAlOMQ$E^@KX7uL%KwJHd^oB$EYsEV1ADt* z1dma>{I_p;7&TL?5@;)qVq%Fr6^TuZ9p$aV4nn9EP|rKELoBbmAU`LpyJmUu_9%kQ zJKn3AoGGha4p-oIFRcAiLR#lGMn`WuD`F|b!mdZPh8t@gDiey|40zhHL^M=14m(^2 zpGBU&^AoavT_IO0C`EmPSbH^ZaG*FgfuL3#OQ^G2+NXP7CfDWgXyM~IV8yR1Uc zTCqDjOgvAoF;T_Rh}RbBJX5BAfw!?gdgWX4a>q^K#59zVn7>_pf=u zCtlt$*AT6giYn^>P4ma)fC$(MU!hz$NH>ubCOpauQqZg7El4^xp8I1+@=^X=Nj4Gy zYW@2jCd`iK##-!!SXKcnLY`MHXFy2ux!JR9bxN96M_e&B4>J4Q2`}?G|B_rxufe`# zu_H_uHT3j7T=GcAyvld`7@Jw@yct5!^G0n5s- zFCRP_lhr?~T@dXV8?M?lmZ=k*cFfVM{r?veexVD0eMiRq*o6-Bqf?FOgY!o?v_Uvf zAR79N)>Ge(XzI7Tgbixxd?4WmdYXxTL)J9lqU0tMTB=zT^a|Kvi52cXQDHAsO2uL; z`Eom%uW1C;RdiNx#evieA9iBA%BLl#$#e>2GuZMOB@iC}69>@BsZMjO-fBS_A6rb7 z<&JhqMNE~#eO^jPqUP|!2wqt5;b@0KwS zx(pRcld?Hds&=1UJhg5*W#gT{gqC*jz!oya3iWeE3_zERfY$Ksd9}5CG}OZJqNE(L z9-XKNF<9IGxu7OuJusocS=FkQWSV6m+xc8Jrer&X;q~iVbYfViRa}o4+Z2Z{t8J`zIl>wKDy375hh3$d^`49{_PQebBEUUY;_-JJu z)uAk1<3D!5JneMnC{lrAvufVWvQwt((U~ID_Llw`Bit5Hs!Oz6Y`bZ z5DfN0b-yA&K9g2pjbZLAA8>hID9q+>Ls)$V8f#q6YBw6n>O##SjB6_wwk;I$5p9}dSj)T$kj+M#! z`y1f*L#D-!hfy)47w~l|cH0V1t94vW)$=QK$4|Igln>kUzcVF*b*`F`@ z*8vQ=6&)ZqFN;pks>~eifkim2CzzwC7X;|@Z1FxJ$1D_k6SO^+r0~5Zx#y^fr%(~5 z&qA6cMlf;CBqrjb+26}_-p3PJv|}D1N)KBt|@`67*e zzvwLF3!0xq)*_#vQqK%`EkJXM7%Tb_$=&HV)G37!WH>c1qV>x&1|CCYdX|Nivp_Ba zKLfd2X!E22t(0<3DaN$Xj1VZhQV(8>eP-7biDuSufB4vmw1TCk!dVTPtRT@UVp7;cWpqD^Y|@X5jOP(dpple)TC(@?KQnY0?J1k=X1 z8H5YVsdsnEME?V5I&UO@9+ulHs@vO22e9ye;g3!8QZ!Du3t($%17fe8MihBM+=1w3 z&RqObr^(a~gvB0jHnapr5vJ}4i2VKGeTC~VIS&%f(b4I$qX%cbJD;B|fOEEf{&N?I z&DH^)=a9CvQ$FYf%p;PMylyV2i)H$)Ex2`=qeQg8tI{TlRG=dl6b=IN0Ku7;nS)XSws=Re5!6_<-%AZ(QkF%~|)Q67?LPa->3!!O(UFO>N}+ zdjl$JyK2GHy=hw@=Csfjp3gax(e16Y5_J0annX)~X|s3D2gs6a zL%Q*YFc>ryB6i-jx=ll~Vf7z#2k>7%?~@7j9;&PE3n-BVCHy@(`zcswnHFV zetY8d)6tI=#kZK42i~+-zvZs1{~v`ugm>bH7uc2~MDt7~i4QB4MeixHn;@GpDDUTl zPuui+Z=CwVj5Kh~uy;y*`6wkn^5$VEi++oU(%{VM1wc+O{&At1e3ad07Vj!ybA{+x zn~r>u9YVq$f_jw{Qx+kZI_)yF^Cqv6iX)RqiiZz)YQ(h=dBQr_FY?+#ZI(5F5P0{- zcoV$7kMU$zN2UiJ;*b{llpI`5g{IU**toaU$SGXPI3>d3VuH?aKf#!|{CZN#StOebKMEeG5a z2P7#^XTm#&TqMJQ(X{FOPZikeF&_GeZ$DVv1=*;Ku;x*NdMl*BU+lQ~5e_$pq zu3HT_-^A7@y=NC%56BPmt{p|vbjfj7)b2Z_jqGUAw@T00*->G9Mzg;ugYrCk|Q zjH=B{k@RIlWTj7vfN?+Cn_~Pgi)rF5z zP~r&+OVp^tGoi$+ahAZRu6Biw3GetWADJDkN%~`W>ym!sT{%kUOxeIjhxU%xLm?L7_&N;LD)qq~8h(K@0TlOJZubtoBms@7Zp_0|inFV{3{l?D z=|)?CvKzZY%6wcCQ?*r^`M8L?`&hxkjLf$Af4C%}g zaYe=(Yh$*theZ)_5W&&+>0GxuJBQ z{kr1HB3g}^{dAd4wAm|1Ava}{*;%LApo*f3-9ij1+L+D!L+VK+QvsbQTg;5y_?z}M z6CPZ2lrR6qzTNFQuQJv4U-2_(*?GP{9ch}%mTJ%%;z1$4{L!}^TLq@Q3fn<3QT&?_ z$0Xv^>tH=T_QhYhkd!K|UY{n@U7|W5QE`~}g*WrPX6re8@$yV~y-~HN@w|=TfD^$P zF#q2bGm!nCl5tvy{y$5`Z(m?ksCZ24+qb!uWyffiHJZ3Ga{&_mSv#p>h(NBSaMDP5 z)qYa$MWs(fZ}*61?Wv-UP^g0=SA^)P{%jR{cvcrzkXOtR{b^p!2?ie2X+4dgEt zep>P@r`qvciN{X8bwd_z(y{e87q?E*yZ69#xSj z$(sWDe9OOFRx^p0h zP1iE5lAw*lZQ_NEZz2LYj(gVbVX-a3zMflK-~ESKYOi{jkCuK6GOkAHCa5}1g+Dr(Qm8RHxdD%lwgw(0MAWQ(ZAV|`C zr1u*~d_v}WGBDyN(Kk64vud6;v-?Rz91naiARE@x1?toeDVWs4dsA?CV0F{=;no`0 zlk4u6M{#cqopefmVBy5{AH~3rim_(y?~l3!ApT^xl|PH6cf8xu+RZQAmG%>WPbl> za&a!o>uc%)mmhWQXTsu3EDSC6p=DT*_PE zYMN86t;eU&+t17WC8zoMF5Z5n-#t|Xycia^cR;qNL_h03=h*GIs+ugtnbasAJr%ejhW@C^Fx#1w5&C&U$zokLJ8U0H*Pa=ybF zqbMw4E**KpoGsq|?0 zVPJxn+L24xoUPQaJU-TJbCzr3)Y6*hOhhP4s-TYIhFX9SKjXGX9}^Y?U1DQ37?1WR zfpb!UV{U)38q$9PU0%l@ zHwC~l)OytFu4~?zILpLmD!H23QeC4aGd zwc-?F7S70vL6q{Rd61R8D~y=f<VE?|vw)kDQ@W2hY_}Gx=)yHfjuAL@u_KhUd59A#hJByz^V32x zLpr~>0&>TJiAX5`MHM>{s9|C-MYq;|mqR*tiHnf!tf66|@|H($E3mRNJl<#Y_e+mVh%61wm)Cv~qNhEP0Mm2}%vQ;pbgnZ=$Y232L|Oi#`Gwh-g(cC()%C zYpFt3y^pq=rB4E#*}6fGD|p^Nbc?DP!1!vtFG`$~U`sjKG^aX0Ki){C}Qa4@L^2=%zE zykkk%EmxAc2itNiuohFcG9=2043O_08;q15tMxZA=6QrHBfR&0oDQUwH zVp3Z+W(lPlH)2L-ozp4RqrAGxrle8{c%z`lNggaMvCy5FYQs$>MWt|g=1Ix3THHFOS zxYm(9dsi!edVjtq<*@}s3fLWFov<-x=yS5fjTkJ6KI)7-g*ueyhJ}bwf<%%xgQ0?H zR3bC6(oy9>6&%Rg+QA2_8equNB2w-rs&P$l>X)&A(I(Hp@y;O8J}`q0Iw( zb?KRql%bPatc#ffTTpR_cx^`!j{`IOXLWVSb_r91U2jYPWjHV8lS!Njva3=Z4#=|O zyBSrhK7+E^(NQT*P`=Dp?7mt_RsM4M5p-NNbib?R{k&gMzI&mPw9=sdkcBJ=gB4s! z6;vYN(P^6R&6Ddr$UCxhyHxaHzg~bm-Mq`O8UU6F<(3)SwUQN2r17~N1*C|k; z1=_?7G)`_ZzE5Btg1 zH|A}2av(MATU!{U2mJcWb^t~*gnzgEADp}8I}9{;M=l5!e8=xd{ouRD@S#48SkUsm z_#Fxv6wlh7*ONr)wAatxFdr^n6V;dE$}W+xbMx9eSF6uYHUA0rp++KmVIS z_W$|E7X6ouhVroVaT5BNeFY;_70-2l0svIW z?6RW6pFc2_%I$$YMbFB1=dO>y;_Z+*eDa|#z_AYsV}V7`e3@bu0gQM8C|j~s43a#i z0Lgv>@>$fF6(Mt3WUTmg^LkI15et8HNCsvDO;cbRfciTPgh;)hWI zGhxnaN!?-TQ8@q&oD!Tr1?O+{0OztR4$Kp%5VJbNH+D-6C)MVKY#=#+BrdQM3}nWP zIcy9J(^%dGEV0izTiF4NL!NWR@4kgkYhp=J#3Is*R`&C&*0T`A@jz>5mW}xJ;f&jjYb{JxQ>mBWtT3c%m#vh+x)BqNNqR0gxQ?I@Cf6VsuVgYib zyFI(&W;@pd|FR;m`{PzX{;dTafz5)(DJh<<#rmLk!sX+7L??@(uqwzPZ*FK3GOdJA zTY=5g@RUs;#@S*7ZtzkrCidf{5VGym%Ez4b-3rKwP8>WJX5|#rmQG_|Xf`|>HZ}~^ zDMQC0e<7-^8>9n7p?HV_(U+4Z#ic(o1@PdL_*+|#gAc)E=`aImX9iz0?@&$${7a_! zpAyb@YpC~qQ;_Hyr(bv=Og_Md`xhu3tsrm39dscWG2(RY>Js>(*>G;Vo4@J>xc2@a z+4zlsThVF>yFaj7M%|dIH(Bg}Sr{ygp$(1H#ubJ_D++1&G9gq#cd^Bs?RzAYRHe#xUIi z@<*A4cSc4UGMPP0?HD%X^(BX_10SR@16h^>!g)A`;}&YtPqvwtoNK9}Q)+h8OG*jA zAP8Wp2?xG}HDXxnA2Sh%En^KUr>)Y+(H*1Nv=(tpe94I4wv3m%ji!6e_$Q7{$*8`Z z@7F4ZUkt7vgwtM+xzsk?qdP_DYZ`-zij`T-p67(fDyA>7sPTGa=mS5e|26^P&A)kcUw;%d8O(xFNzEW8HCInx z-)B+L`@|Z~eD*;8l_;teH?X*}14LaXJhc|@g&|ds-CI)gA2+t4^fhP(1$#hPut0=j z8xHwM?kp~kg=z6x6pbbU@4cD1pm6rfWsZ6a$dJDAv)#}KkxG!j)yXrSU6ZvW+PWr6 ztSi)w<$33PU7>zGPyi@WoFDUO{!gP*Pn-rq{oIh)==tk_Ojh(MFIi#rTG zXW84gVQZJ7MNFCOkis*-gJ-6MndNVG_bA-YnieHs9O^fNb_H_J&f`Yj?*oLm+qMGHt^>UJzeE|l;78vxy(W9zXPn6_W=M?_k)F`V!; zvnpUl*B`|1oT`C6v9(wl620CYE0j#weA&|9jUr=_Dh$~0wl5Ce-j?bmGOhTz(inZuaLL)TOQ7L& zm+D4!B6Nz{6&{S-2v`>(b!gi8=6Q!K2v^IF#}&%xi!}71jMz0Z9qNb8k&8^YyM=Oa zeGi--lN0w3$7Qr>>3{%Tn>$`?zNj@8H^Ti?&YyZIWz`v}G|qB5EBS%+q`^y}+vhE@ zWH#&QXR^IAMW3i`JveANSMtSa;>pC0DTnV)e62-}l-DgW*6a$E4@pbN#hTUs&9~8vTg{wN>;{0Jc#jxJqTT&b`Q21Ph z-)tsRKEvc0YkbcJrNz5cVDpcNx8d*a&PkwI1=FJ7^+94jGJ)vnUd}h;*bn9i8qs`G zj-k9P6`(JjcD-zMJuL~|-T86r!C`<6p3+zv=I1-l$Qd~G=RD0BALfbBiChsE?qWYg z=f!gQa!c9v%#){k97*qE|>(?;IAAd;)+1gjN2vdIOQ*W{`+yh=mGD zv8+qoev<$mqxn~bOevRPmbsmWN)7vk2fPQwlkx5!nR^VvIR|)1KnI8Z`pG!1Xi^-Bv>MyKr8#HeK3*TTqooojzhK1g-@m@v)@6%zSA_--Lv51f% zJ@5g5JZU$Y?ML@VC51i1Li1ugh2uGwoS)Bh&1EG8;9)y6qG?YDUrUBj(JWDjXQuQEfZ&<(k2v-cNHL<^XhE3-!loSc6U*1q$f zH6px#1M`FbzPtVi`|_i}JwORCsgP2(woexBx17m&d57~E4SiQ{!=!N=3?-=ni&$pI z&BK?z$ou+5)?$CaLW}=_Mg92N^xZ-UGHN!S1Pf7%9w}q*K&Gd3Qnn4MqER^WLkn#b zCFo79N*3$wUe9Hg%p1N?2Z#tc7toRNH?d@p+RB*$hV9IUdJw+gkO0wM^C?cuAP@*D zumXt^J13vT2a$d3o)-+422cyRfXftsj+&}gD6&BjW55u>ITU=uMNpqhXs%~nH$tgp zr)-5H{*a8^XMI)w9bVkV>Ok3~>Ba`Mu^6{!>Sj?$WI4B2p%r(PmPbMNgUzMj{Q{io~Deuw?I$8CM2!jF`=SICELWAcgt#$fT#c@NkTdqJU#4M z_eRI(0*Hf%J?z#jK!J8ZuAItCMvm;gzJy%|%UcW-vTAs%C3Eim&;(S2V=~4!2rZXl zVLOm1dBD8duE8L}`H0wa{$(mL*}|ol>nTcaLNgjap7^FN@s7J+=A@L;ZF}&>*F*9F zU|O9VNErCeT{&siUCYq@Ac)uf_7?;FG0dJuW6n&OrBp^PPv^zQBBydbyENdlsK8Jl zBDl}IO{4D{Y;XSX2Wcb2y;=0DtO3dePv6>u=@H@ak7#p!w%_rHyEqrd z83d%!&MdxiklU6C)A0JhXK`_~R*LBoGrec(sT2$@}<*+)cG6reM5D- z#~9=hibIXTq$RPz|*sGXt`gP1cFXVT8c%R)&UBy`sFr;MUJPW$EO zmor37yi;4_Hd76cBr~OK%?*t-5c{Et_7@LTIKLzY|M~8DezJnp#H~7CW4Ilpoj0q< zUl^cbX}E&1=Qc_NO&nlv%aO7M%J`td>y4aQZ#vv_<``}!S|Dq zRB+n<$g-BPCkq3&g*zetm;d@5Wbkgrb5B@=Vdn!Tg`L@>VPHsN5E8gQXHUke=XY(s z(tysST3rVnCJaSwPx~*^cvHHJR3UGX>11CC}EsZM_SA;<*ChkUw87N zkV&m`{I$mFJbSAmW@O&vj8}*9hd*_!QD3k{QDn?+gh7TAd;LEl#Xp1j1&=Sp_yQf< z`VKxnS2eI-xtw)J!=b90=?!EAw8KF8h&P_Vqg}G|q2$6s1eB8t1vII)qsXMZLuZO8 z6U;UZn#gDe{N2x;Plhwv0n72Ll3^v_wiYr8)9B~H;emz3jBZ26#Ox8Kf4r}l(0v_` zwg>%EHQD7al;4IbfXk770n$ac;;X;|)qSu8(N{9!0ei(1(CTb`8Oow4F42=1$7mb? z72~wV-H!|O9>_Cbvc7I!F-q=Fy#(@l;pLr-)xW7t+h6JO%z;&mMZ^|>3%Kl>utn@w zj=^9O-)>wt@~lh`9TB1lT6inEoPsYGoB9G9Gp^Sz<-l&E65_q#tAWV#X;3ZiG>#V- zn1lJn#YQIkFY5{IKt5h37U08h#xD?Hg~#=hd%=%&3N-dxK(nzNePutU>BUtL4*=}x zBrno+kR-`{0$RsPD2jO6W>k&ORzKb*0?IU=f^d!lUcgn^hALS_segG=u(<5`YFGoy zibM*)y3#mpz@HLCAz56Gvy##Pq_^pn!X30w&i)CJU`3)IEW^jZEhKA8!h6ng3D~A> zOyVZA2@(W?2C(xdWa6GES|VGCSWmfWD|mp{2|C6VQ$PjtSsy~&Z?JDG8lCp&pHUwI+S}adB&>i*=-7G$U7`B=YUld6aL{lF;(OG)#aNST?azR( zceMh{eO5?nIOm~U`6?3Iu_Sz9BxDTK6D4r97w9h(XTX~o7WA0&4E!~z`scggTlyNb zFF^Lw@lhzm=AWv;9so&~73k{DAhYoJK@fORJqbKUrobau0U?*3>U)~F1;w=}SbxdX_jr1Q*V?4RC3zY95R@BnClgiITiMlLV${FeYAu2l58 zUL9N!0B*&Dj(U#Z?qX=&XqW;8e(^6V8o^3cywqb4R;$k z25RshhFgP+qTw4Nk<#`Z$#{;p3ZLLgXQ@U}+a}P7@C{dKIX4(nX!07kyjBdCofYR9 z_hE3CQ~?mD6S}Wutz(y_T6eFRWRD`EGJQ>g24){wBB)c8^5^n{0^_q3@z$UePwp%> zgOu?N54CO1ai7VaZ8KsiPIgLuPD~rEJ2=vJsLAICdH*jK{Z|nj~@aiUg7} zj3cFv`k3Deg=aKj>v^pwf{spooSS-+n_AuK>-TJNn~7JIRGe}fsICVsH=1H^7cIow z@6T6+*O=8FMa1a^B1>-6lusDZk!9(FWYgmnIM+lryl+B^Xd<1v3U@;V12%*Dxvf!a z6gYSf;;7J3N5_m%FL}cQdkU&!9XI;E`Fkl&mhx+nGmCI$Q|j@dqeI#Auitzx&g?d# z&5-r38B;ac{jF108pO}tYGAePS|jw$dq{itotA9#oBgHI`{yaH$LzZRu(GyCHqtsZEtiO23S~c{Ou4tMd zr8E1x(?|R^@B>+Rebq>I_2L81)kghQHol(6?RgU%>Dw7TSeRr&8CaH|#+Fjv`tOTz zx+Fn`61d!(+W6hLL;#0^Y3JStnTDbF2#CYYW6YKi)@T8xn^ciqpSIRrWl@xOgtCAf zm;8(U$ofqP^Jf}_6uH8SLFw3JWRz4qWJlogm^@v3cRvM{uwBMCdenf5B{xt*O7YQY z$IVZ>hK|ov(RnPOOjHirO+`D<@}6i_pyy}hY`%OnA7@=T0waPyOLscqL%O$oEr&iT@uNldSif?JTWFRc&5*BLP5p2x$ zxMUB@msyR%!=fqs2NYi-U%Ne8^tSkAw40oE8Z@qESfZ>3R^=rv~dVg zcs_d91eYwS4ivAKu@Yg~0nN0G4LrjlA*Rrb=?{}0&s(1}-v%aJ`x<3SY@rA%nkzsA*OnXPBDiq&WA0+gZv@QFB{grfhJBuK#?O{ z=A1H(DK&DptMv05udG20ox;D{bMD-zgO7{(9V2d_E<8Hvl;~KopMO1{Pcz56knbMD zIX;(YEbMc?k_FB^eqngag*8mdRtIoJxN;<{X)mw6p~7+cl{Id`cDFzJl2TPSTy6?L&$AUtpgc%L7dV`W`uPHn;OiOh33pxa0NZfk zD6^9IMZT;?Rf}fOS)zFZnko1#Yy%}x%})v9Hmf#~LNaGL*Ob3q>X9&vz@`Gj%FCLm{5k)dEj8-JW z?sWmbD^q}0m_pDMPzsq-;0e=Ypq2qN=rn2unmq)nb>Hd+wt}0`un>Q}c5!E2ao`wH zu$@KHGK$qk9z>))#T39fkIDh2LC*xZCz~tagFP!Rq8<)R)||xV5+VEvhb&aSylY36 zr6zFeRs{hQ%*rwo00ALb#Thl&;?G6^#aN>@2PlGED0wfUd$Td_KLn!$tJY%0Q6O<` z)uCAvn2^q5Qd@Y@c6lb>165DJ3xZ7Ysa~x8u~WT&yCrD9j-64!#u)SZDvz;ACsRft zQ+;%fgh-^&Qcok!mDJ49)mzi>AG_}=%4exE%nbf>j$v7u;fNz(FljC9Ad}0W*zLDz zsTbJ;83Xcz&MhXbs@?OJ6ZojcT{R`D3t#zZAQ94;fGxwzw4^W@oyO=ZAZY1?*@4>3 z9_0dx!I0uRlI1X+s!&&sq^5-LplmQsYSm!e!1&Cq?dQc}0A;FxA~}&-bM&}^T{(Z3VpC zOUSHn#$knop;IS*WZ2GIsPFC`f+y|7X-t4(&pCB0GT1w}-2{}-(-eI^DSXt&_;tH? z?D_;zDk1rtel6I0b|24!>Bn}y!1-zlCIy`}5X;%GEYJHgZJSRlgw>v}XS=ZE zZx=ho1(MGH1x;mtH=CgUQKKQ{Gg>NnY0FINa@fD^L!Gee48%XG^|5D=nP3|ilvuO@ zjHuEDNP$8p;CRtn?(mVk;?MF0kj`xf(7D(~2lPU2iP$Xo?7s$tsFe-d%sNmU(Iw^{ zs6|rBs}Dfd$%(W1)%8)n>(NS~D=(+PlDT}L748c1UtMx#CsX~@e~c6JPkc2llR1-qeYpjTEXQF9*;e%ab{}wXZ?rb1Ck%XLevNc1EwPEH=A*NI7il z-v457K)UKS3|V)y)<#8cJw9CSqdx zl`0YeD-GO8J3;toM5G@DN9dI?^4m#h@)<11R|}+WI@g~}4%J8v77sadP)lTC9KvXN zWoI#)ZO)AW_+Y-;50qY6^3m&)#Cj7opYCZN$DEb0!{qNEpE0u~j-JCpL(e)Pk3kM+ zUJy%#BbUGTOgqPA0_n{XQ#+!QWa3vgZL89YqXa<*iV<~r*!&*#pwZ>%)EBRqU4A9H z=B`)#GJ%U^sN*=1=;t!UU>e7{;-LG%TWk)%tIH&(5IvjE z)zqD9pu^CRQ>39HWXQvfa9;BlI8csP+#imEKG>LR9OP^DCnZcx$MM4Lwq}!C!7k*;CEY+t+{=Il${3YQ_a{16=|Bg`9R^y`Nh0lON=l zxX^H=RY4Ykd*YO>R86l#-}sw1^l07krD=j+Lr^%`J+F9Y_jet^?4;80Hqd$X$ew=? zAz8u~R77n&YdsC)_)t<3QrEpEk+s#9rX@~Ni{2|DwKauPXb6kJ z9&)D#4Clx8xLw01NXuj5M_cY$GOLe(k*pbolDG3}l2_Ke)S;8*+KJC&xw8+BJNX5f zNSO@^hHjH-d{vX}h?|JMmRws`(eX3HcKO7Atfh#VRv`o!dS_OH{;EOZ${7lwI8b9R zbVhDyoWycbwaZop{d0ZMY8`X87C)VMCLnX*kbC`-E4sc0SZQwma(iIw{E60Ja&o@%agcDh$@%v~z^!ic2IRTuH-|j?F zrrzWE;V?~~3Pf;~<-R;MJ!jB-6HshTTf0e7o{$O8d%JlA{$f7U6|p0M))m)GO~NU_ z#m-DPV{}Cv^N4%M@dyAHF|tsd~&=OzR$IYyI^6$y{iDf0bV~C ze^6DF+Odas6X!+T>gJ0t903eIH(*?Ng67LOI9Qd6VOUyrFMm&Ady9deo~ZP`;y_(o zoNS9w3&=lRwY#RK%YRnj>l0XRF?cnYcr_&9fnS{mK+xF=GnWk&MB(aa{Z;8CQ0_Q6 zNK zMX2n<6zCT3lCxbw$#2HC@vJ^Wwrf40FcG<_kGNmd)+~%Y)LbD6b|PYrcz_eRhekf=QKLb#_Va>h*N zpo-fuBIY1Xr@izu!mxvNvvb`+;DmXunKzQ-iHChB)@1i&Y*)(l*6dX`^0ZYTj}0bq z#84v>6&w+RA4G*)Jo*?$6Up6jPCn{N!xe3IaKC98bJ=u`^?g7_8@_QO;0iN?1r##h zXk%Ll4KV^dG9fk+@I{(EAi`d~2+9IuWVv34;^^+Dmxb9;JMI=es(d1c@J%HuuZ(mz zW#ufhi|E+p3DGJ~eL3p&u^h#CuC7!+D&NIStIdpA4_CPe>1tV^(@}ZP9q{^!pf`@5 zhGa;meGk_mtLoWk>4Nzfz9gvxE7a_Mqq!OH9uPcwlHGvCc>C$%z3QZ1t`*{))TKwI zV*wFH4hV=cb5+#zS%2l{Z>u+B7Nyp4b+4v&B0AvgG^ZAVg2K+xirYNVgNY{;@k=p- zWYhlh`sOlhI7Mwmn*)nO;p!XcnSSz2MYnmn^a|aZ6B$D?;2vWX?dzK3Nxh^6Kzznf zv(^n)Nz~ToNp|uYE;c9NOxuw<3>qB(vO&UY+q;h4BKS-G=)@S0(^`b%*$tdy)4Q2l ziR;?H`8%spqlN7;{XsbfSa&SjSf5Sju zw^W=!5;cRzrp?+<6g zKB8!#9Z{@^{>a%TXuQkv)*<$-i5UI@`>=>j%ROC4H;(K3c2q>Vp2J9ylJz(%tZM}6 zqW)s2%oIHDj*+Dn>?#GzddcpM^)WQb744!SxUdm%vwix$Wv%Z8f!PVv?;}Q;d(qr! z8Vs8}iN|q6LuiJ}Lj*?n;p$J8IMX+6{PYzWZKNt`4Urk`G)b*(jjFZ@4$EtWBlgEE zE|wui8c`WNl~lg+3A>@r9EM<4a@6wzj}=X_DQ`qtE6G#9+l;vojq3iHVgm=X0c5_+ zHM=Mrr38nOtW9!2cQS7kgB25E!2P{Fc@I~K zQ{IN=ov~#e_?NYYI)fvnnBQ>VlRlt2p>iZ}u&7}K2DdZ)bYz&iPn)Hb;&yA6y$7qv zv{r6BV6CxjL*d@2!4q{+=3?+K;*3@R!3Fi&u_P*REQ`+QC!GO7{V5`_5+dPjH_n9` z<^ljEN{0B0p;Ww7!}1Pqyn)U>V%D)F$ z*=>V8^n{1xqpZ!3jvWZNo#~hAQt>ekIN%cj4;!P>oE=gh@LP+&D^r~www_np?|9C9 zn|zmi@kS_-=)}6~O%f=w3`sc515#AzMaA~EL> zMA!SJ%G;MX@0(T6(eC5uGnZ{@vhpwXuLKiq;2Ppm<33D9?aW~m zb^*eH9B5iiM0a>`f1`*Gm~c9A)CXIH^DuzV`&mYhw&KD15g2JK3y8n2{4H>y`U+%^ zsa5kz!Q6-sGhMzrENp7A`rWh{!hQ}<^7zq|mnojr%PquE#x;nEYKM0ZBQlP-;c~Ca<_=B68J_J6Hi^ch{*2Vu(VA! zq5zT(B}+J}Ltpx?-B;=}Pv1o+RIm^*E8i;5N;8hsP1U?wN4E$urb)0_9+gAvt856s z8M~b0^ck0XoOx)T`DZMKo-f&Le;+rNjKI}MAh$%u(yFX*lleeN$jFnQmS-967jVp5 z1KQld#Y$nm(`Fm1Pjn~KsgN_N+f=qRqsO#8`_($cVnpsDN99z$&8sB) zk-Bt~1-4{-z6=i> zVOO>GfjhIf2{D*PhLv?`7?LaLVRH)=HJ{P10YV=p;UbgSEv^~y(7XJv#as(KyK@X= zXjVqfytw-}J$E2*0us}cHU!>j6&A@TRFihS~e1CwX6pYaPw z2};!rnsj{cMwWkP4+{jE?40^|H%`@m|;z+)G?%_E2Fb&$_C7mP&X!!g4FfqN;-ks=-+lQ2ceRmlCaLDh{+f~6S(wZ2UV&=H^BYioA&P2Um*VpMu|!4mZwst~mguK* zf|f_dOC=@58WM@PH|Ajnf`sZf*kfw2M2{HEcvHRYz1&{2&%~a1YK{;WwWy5^lvPl!1T6xiK||PN5T1@Iivpz z`VIE`#5Eyexf2a3K|cO*M*NTe*BAg^>{W~Y?yo za`H;ek^nMqoaqz9`2|Ac%|RlOIe_*?o+V3eM>S8B9}Y-3@&3?B^1zF^9XjPf8L2wZ z4JN9UCb?;@VDw-KC?k{Lh!cOjzX9)HQLW-x{HElAL%s|6X04KJ!?HMPL``InGaN+F zV)0Ine&;Iu5nz^MNOHSgLrd5&ZmLFCRTRu%AJZ|$Gb4g(>+x$|?Q@?R_}aIU+OYOq#Ho@p|R^xG5d12wXeZHDYj7kRew^LQy%xqH=-A#}v4n z#lQAMFfQ7+OhBGwRZ#p$-Nc8Kw`_R`Kx?oCu:B^MW)9#HHBgXzXr3B7OxUSqM; z5@nR3b9IXq6yVylCOzRv6*V`NkpLzcgD%@viLtkD9{vJWRpx-V5eSi{c*MBzp^@at z=|W&N6wQnTMmKxtcOUmY5AAp(i2_2Dtjl}(FDihgQ-3#TIKx9iuXOqi{?}M!Hv4|E`XdtH|RkR94SjR zfl;?57*~tZR)%g+ZcSQtGE93CnU4AJQhYW<)2p;)TjJsx55kHaLkd=}ysXTy{jBud z$%Y?09b?HsMlFj%1q}wrOi%OSmE*NSQZH5Uwj37wU`BL+L_4&EBzn1=#+O?)?QwjI zGW&k-lif7q3lAP9sF>B3s(?aOdsDd@Z?JeI3dQf`B<;9XQP^SPuJMIp2F5VA#CdH; z%6T=Oz|; zAkxg_2z{t+{7&!VVfLPZz&M~iNTpN4>T@SvThQ#=9V##lvHj1Ph}hTS_qT!A>D@L& z6neJCxk?6POEX8@yiU(@d>&=jZ)rc|(q#ksy`zmDK`WGAjt`JyIp44f)*-{BWo|CBLqe4pW;dW_Lg zTY=scvmX~{A}X~aa}t++GQ{`-T{pjnx}hYA*DMP#)ajt~z>=3bS@TL6*Xt!|-Mo^( z=5m`GZuV9Gxx}N57x4Ez5;pHc>(LXGU4UC+QLYi^1f;t{DoZDy(hm~}5iYC|M9&Dk#UjsgPDzuv03qrxmjcr0)$irxs>li<;``JDr{nx)B`C zVU>17~nn@ed z$c#SOd*yqfiI+`CU|mxF&cG>QVz@h0&xVGzr=eoAX{?mrSKDQ%<1#tmmsPPn=laDE zG?!{UhUTEaLC;8|uPQzFiq5o|vffy6OIO#^L2y=X8>|TN*$+kgIY`>X=31M$qY|!X z?6B_w+Ov}3`Y!zLg=v=KJ2u>T`_alMtZNUYuP$D5n!%kmPVcj;Bx=hitgkpktkw6K zB2-#WOIkh}UHKs++BZl7I>%<{d!MLG@@|-@(_M65_V~C2q}3TK^50lfZ&FTF$efLh zm{vZ@@*q9OBtX<>*Rb`_^W{49g=Dh(Zid3;iJG73;GZ=z5FD<@3V} zaW9A^+Phdn)wfQk$p+uR<<{!IQ7mu=otnlz9#xaDddY_UozJ=p{E{|E@N$KMg@yFT<4pq+0WMDe(j}nzi0l}Q zU|?}Mx*{orngU#|cbX?>VZ{mpBb5o6pr)a(UH+0m0J`ieQ_D+%i`dSsWFQo0m!3 zOIsvNREu z=soHOc$4qku3`_@T6p6y!kctyn=!-N<2XSqT{@fFi?YF*(V=fd($x^faL$jtuQfTt z%kS1bvJw@p&{X{H+Qar>lDj2??XJv${$}|*^&NB7mSa7KyW?+igw>6RE_&3L?4&lW z=#P|i&u*u>VsC_Xg-tuUN?)B+uPZKe4GhMhFhm;_xADi9hp?3^S2gLRBNmj(TF=$s zO2E;+&@mHHe(2}oD%KuGBA17fJ*!>yJ(m`l;VAC6vBT+pooPYRQ5b)YI<#$2517@L z_YOb3rK?{;9ZB3ypk*vSwpn2a|046c=VLQRQ=Hc+%uS>U zCMsOhkKWEf0z~qMLMrkJ+l!ePlBkyJbnO<;sLSdM+PG4DV06>M;%g5(lqPvu!^3aE zdZy7CD}L~h$t^=H=wrH>YN`&PCmYDORB*^`!dwFcFk9^wzdeC(X-@Wr-|fGK%WoKK zxQgqV7|84Oy_tM^QFInR7C4>&zW`KfE6W<_%z~t;COWmCH^-3o51ri>O^>rZ+lyuh zoi$r>L@nCqJxa#r`doT%9>`jM2aisH%goq6rWoop%SDXZ==m43@E&Y=EIdun`fmIV z6YjsU$%eQ72wwUX35^fWH6aFl1(co2!>jAcz7(x{uzyjNnRd1Y0Jn_a)%6(>gK~dd zAc-?DRXTMp9E~KQ%+(8Kl^{z76iInuYo%!adzJA|^=OmdtFBv7b}P-r98=R?7N1Xd zpi8zhr`JQ`U=4i0i7{$pDQCWr%{169Z1H8wql97B0L4KCpy_x09x`#r+Ng8%hP~7< zx*8sQWLe@x6vtouE78X{I2)XO@Bl!M{mX@*p4cHQ;!v=-kE+-@9h zGKpMgypv^%k3^8L_&zl z&<;0QsM3++^TC}rRkB+GV7JvVzG-`mU)E@P=*=X(wPEE zxM;Z%*n$fL@b??U-8S$20&>`{$bJeZ@t=kZ5AI!s7bYo1-|0R)m2m}w?brckc76u( zT-686l|Z$`c=-8pH6@VSgOxTk2f@VJ(^2xF?47x+@tf)p(`2?#+yOCIk^yO7ciIrG zjzk&h+5k$8kevZ$zdsEhVMuLs+PUNW8;5%gxGe#3xgd**V|qxy=HUbl9cx&kv`Y4D zZp}9{ThpO?0k$>oO8&X%+!EF`rbRF{kIJj<#IBhin4TwT~Z$>O53=d*OQ+}oX{4GKj5wWlHh4U1`cYl_!* zqPtCHw!{+Zh}L6c^{B%BI-el zS}Lw4mQCfW{`&hRRN>}-6M)1vb@My4&HIb*6)tH!411OieHI1j}bVB%ta5b2wh-n8#*H6r~>DhYrwKKoRv#bbxCsp%OhR4|y zDIOgyew}fy1CGEKClB03wyakwjRuUYJ&^Cux6E8Ol#EI*cMvB$WDPWJ!^GqnIo6Sb z@?c@D#x;1aBJYuJ3Mxel+GdnhQGMAq8jR7%sri;)w|G1DNc$S37b~<`f~GjvZd1(_ zc?4OYo5aDkaJ%_N>Asp& zr}F>?6CVjq=U^yxA?}2Ud}Pr=j*PZ~%ZEcH)$~B=0~_q>nafH;e^z7qJ5smq-bbyz z@_E%A{(Jkv5Nwh9aGf?0%BjYBFYsHeCe(Af!rqSWX?-7L$PVwFhmPife;mzTrnizX zsMkMIm1@mWOVge#??so^u3FJA;x9GZM{LzU;W6RioDz&Z2wFpq6t!0*Xr8 z_7bqe7axiZ)2*L`B^c#@pLHXB!;-E3K=-^>G%^brSxUa?m7C_<+%?b~LO3y8Mjg13 zlduVMxy@adT#NbI@`W+m9_X89?JHM+KxGTINzG_lp9-*8(l(@Qh2q78}if z9ljYf6j4_}``SajE(XIXbbzwWz&4wp)so$l$L>6sekFr=-Ld}{Xj3=02IR#8m%_x( zEog`qZ=+|*5q;HxRv1s|s**=^%l8H}ni?M=?N!tAh62U*^%ItboOs?P)loJ&l4ue5+JLAvs$gFjV1o;pn8%tZ#{y{eJIpJwCovU`d zT<-^&eqHa&LRF9i9eH)-(5c7WX_3n$TGjq7_65)yIkoL4(Jor68>WRnUdh^4Txfng zY6Q!E_Oj)W5t9!uo2X3u+>*x2>GWoL?_crgOijlg_pa8Ee_5g~UoT#k?B9FMCM7qV z*2TH8IOgwymvJuoBnwn?XI91Qiuc^a4^s0a`Q|c+M5`R4s?xQ={-HdXd?isz?NC)# zI*$O+x%|(f<}V`%nIagsdN#Tja;UpO;LG&6v%!gCPz`sK?opR(V%zegEwEk)H%s|j zb9je)59kM7lcqPz1{aFEE~AI@yAXtvu}jf#j$ZEA(M?47ESC|*5tsa-(j#lSeKdDo zW8?Oc^+!wLg!*qBl@C4=MuWqOPk&9To&JC*zwLk4O7S^gdd6_Vz7|Wi>I1opTBB>F zvhe;iZ*ZIuMn_0>FN5m4sKd`Vo8N&i@>Q!siT;OGN-sy|%s7S2u-cS#7p}KOE4bJ4 zm^dDuAEfKF+6+A|B2-M*NNj1DRuqpZJqvl&=#}r#M~mMROnO!+-stt)u14K$4O{@(m{w z;X%mH0+ibPmbn%~orY7Fi12!*{{apkxlEWAi*LtzTr<6V#->B=)QE&^vnrh`+qDwX zbSYC(4c(D2KctS>D4?A>ygfb4_n}cEL@M&St6Ktt2E%J!iztlXMwH;H9 zmzZ5@I`1`NqLYEuuuQ=nFCfF~Ocys-V6JB_wF8eqOcxi7O zkRL_MynNe{knI+IZ_447I)XO1#=gg(jtyb%MmgGV8joOTxSx5>g-3yN>1U zm2-TppF8D6&vIq<7AE&*g~6Vz5^AeGlc_J2pqw3P4VCxD53}_9<*lW{%#Z& zmFxGUU38AB!}Z5M4u@jAK_(2y9PP&yx4vOH(9VqBARpctFDtH+TN4;o_}X4#9WCE_ zWY=^mQ2H>+^v5TVH5qd_ZPb-H?42`XIbm!QA)l`wig?`vP&kB*>~YO;E-zOvrOce7 zmRL5+(qFyx#LVfwi>pfk%5$`5b7{HEXJ-eF=++;m;JM&|pO@>otyHZER`iKvkU2a4ZP>x6IkgO!cPOoE8w zNke!X@H2Sr^1H?J(z~cKI+Kqs-FHdm2!Q!!gyWy*KS~gMiD9E5`0IFZhRIw+`To}lw3V!p;=}tz zleMMx@>_P<*IDaigOuQOprk6!3dnSfV3Zd~T?`R8!s@$Vaf(l=l{r0%@~SKFjP#~4 zt*-kNlz#sPRqk@-X!pAwi(DZ;%4VKX9ERM~D){r1SkujRwCo4NvPK!9FNa6MdL9JW z=IT%%y}Ri*oiNTM6Dl7cwUR+aIvA7JMc#d4UmYbWF-uL~fd`{wV!}yqcsd<8*<37> z5zw$h~z81o@g%&Em~h5_hJ6PkuNp&-cDes8})1nwXL83 zjc{w2OtF4M6{tU^Ax67GZ|52*so75S#4#ebC4gj-QdMfFyut>3LyxM}>WU^XXXGpO zs8QCWC(C(z0E?7u`#Mc_a_88v5n;2oLYI|vFXfN1tx6ZxQiBm62ZWI(GsAj2@qlxF zx$k(%p-V%u$zI9+KFeG*^#HO$jhCmniu&^Hs#O2k?0uVSep;jQ_!aKG@mZOR{CHv> znrzdAcmf=ogLQWdn-k$_zaWi-zvw19i<6(-e)881)K`Dq#QOBtfBfS&^c%SbiFKWX zn1Ayk@K%Gbe+3+;n|~nquYcvAf4eUnyeN;C^UHr;=YOvL@(sxAk*Roo|Bs&uymnO_ zyhwqRSnz+|_n%)N2C|Z)QN{KAyUSTqf)~*}2>9EtCyD)|e+HNFp77sYuIeFpQ8_wYT)|9s2;x~Yct%V4L&jp9!a1^R2RWWXSo!^5}XZ!ebzUSzlQ z6Z=1&>%Tq_xXFNE$vFWc$~FJ?atb$Hs!7YP4O0BsEg^uMh{IHsW)5gW0|0P$HU<3V zR)M2g0i#V$4dWfI|FV+)=Ze?RDUISl%~{U7$;J1EL*{rBDDI0hWW5fBv+ zQ4vWZAfbsWgGi7}lR?Q6B}gWxKHd$a9D$qx3S;-zFi85ZF-I^&PyYWhNPYk z$V-kYr|F}T^Y3YFzyA5g7I_Jf%@k4n&+y?ZZ?U+1cRdQwObpf3OzS!_gxAhh%vIZd zdH-w{4TOQZlKs~DvQ7n2{9klunEF_ zcUf`l$EBuhLC0{Z7!5KQv@ZC+yzHcexrXukU`UmoUy zX;-=RK7nh{rJ;(OF}gR}{ef!!yKlO=PrS9=Ad{8tyHB`y*!3XiqBhB$P1`?TKT@OZ z2b|;Z`qCu7wDZKX0PmfRAy-%vT1x5!!^kI(?nmm3~9@6YwcA34a-J~F>SMX(13 zz{XZaf>&Q7@97R`HH;uaMM)D!jxdG-)JqOm=w@%s03)!62?F75>1>WdkRDWktGC`0 zpovL1rwR~=mK_!BeN93j0R|DL%nk6KdAbq)h=}!YM??u-FdOR+ReO3y1;P6KI0zzT zMa5nqS*Fh4Byr}JzHKIh|78G#p)}n$PUH4nXB!L(D&eM;Rs#WON%~^(J`8kO8~C6x7;ci`Ho*JP=1H<;ZZG3~(+& z7xN0@ExMu>rgj?DG%bJ5o7b|Y3&T3btFPW2TbzM@-D!D+3wC)`D-I!U@X`vjo!Q4T z?X~46F7Ee>j3?piQR8cbR>R^X209J3uw>epa1%+h&^K{{D)(LbJL{`+bF?|@X!CJs z<@{OZwu5aDpqfO#((5~^@EF>pb^wlI79cqnkb$QZi3Sja!xo6C*6Oa*8w%STabnOoerI3r4%qKz&dV2vIia0LRma`6UKA_tW%niC|H ze5GvU#IENpxc=B)C(cLheQNL9B>=7Ic5neUuFo(+$HoqXARW6n3?o zLU2#pv&n2C4`ee>;RimiobIm(wZ=I}WX9HSd}xp)%q9SGX3Ni$(16{N4ZXA`Jf~B8 z^>C zFt#;YE;}Z_1**yB4AE^EDlv+|u`w%Dvlh?~ZM{&qY-+{zQE5&ZUhSnlM^6O|(kKeQ zS+ybO=V;7;x8YT1Kr(8e+kmxm`!F?GY0nT)L_QI4g@&HX8cB3I!2~COS7Hc#)$qNm z__aUtpgrlW$XY0{6QU&PzPyGtHDHS@Q{#x#QxjfTWgX(E+d8Dh0hN^?c$F4geR*Hk zluH^P=Y%okXGYMmy*P$#Lik?z;ms#(d=AOjGY)seV&%QGNK%*rj}%8l4E4b8GGl!wtU2t zX^`>4J2zgHT>ue81`LV-sHSi>ULg!%Lmmq}fNae`36mRcL}8x;+SIZVorP)5&4K4< z#rq`V5-ZO$I2mL;9e2gFvR|p}Q`bs_w#*-$?G)tDL!EEtNc~~iq^Bbdq=1+QooSg4 zoOsqeay54cOKhjwFLGzp3NY@&=fl|hRwg^^>x&FQY_O$u=$=iHW&HlV;(4ct>)c7k zBUi)t9S{hj2al#2OmdCmLt-E61aq@h-b|XPO(0w(;3MAYC0$!O4+9+vt#`?Lj{JD8 zvsdr_MlGY3UTx%O6~2wih=fwCmOMQniYIjBdL&Z_D_eO7Dl3{cB;~red~!2ylhaLm zb)tqYUK*F)r`A6;3{S&*(O$ahUlkpi4|L12lGC(S;h?&oZE?Zy1Ffn#0`1LzA)eR2 zr-e6})UI1OZ-#Zp#tTpBd~CkcUH|wXb+Mn&0&S#sfI!dJ`3b}{X0BjnbN`WAbdOkJ z;_@RMY*F(*AD`f1C)mao4{R+a>^S*x5{eLJr9L@!-l2fA)#diPCr77GY~SQeL)=l# zxom|)k~B@e#NY-t`-jS$7pqhTV)7KnMN#uyo*gAQ~z zXun9a>#o3hv3^m94k=WQT9&56bRwS$=yR#`Zs9TXWyF$)OtWdo$LU zUULXsR9SAm)Ubs~Z!Qk8R^g8P?CDktPZ-yzKL3JEtZx!+0vabsd4^m$X^Rdor}Hk; zVaOU++SHEe5(I6<_ws&dKd=@A31h6->Z(^yV8g+;f?FRYrrK zE>1djrQwf%&H-K*-Ar8h$lFPEduESUp!YqxAN1SJdW9ji7IgFuzJBy$Mka0=Ul>T; z*ul<ggelr6%L@!7UAZpLNV_cc z%#wDGyySWio3ek3XMXKTM+CbDVwT#EuQOFr2B7ZNDXd7b2Fi*p7>pI^as<2)6d#@z z)igoDPY;btz{D=7;fkQr5O*1=IqPuiNw)#Fy8CDO&TK_WuH?VNSJz*3*`^hP22s3* z0>9Y|$*nA1m^@U`ds;NJV~$t*vxl6SisT>V)_Vl-R|RM?S#NDDb<%Il#b^`6t$VKu z0qsqZXpKfemb~6~Wa;5n#z}E^v4-cr$1zsm4$m?=e)zmQHxs%>CPlAYrzciLO!}}d zj{NhM_$dBH;z=3zrXpA`WF{ba*#=9WoRoHa$+-#{(n>>zm7p@GF9;!GvLUOXxs{_uhb zT7~Im-AP^R&r5uogLnY6G7KPOd*LpD?8`GY1T-A<1j**?fMc68+8){pA07aKiJVeS z6(0Z5umG72mXvrid7MK(gD=Jf>DDSB&G4kl*-^jS@PbA0Gwup-)Ok4j6{9`vdm&&S zK)i%wA`^)w;is&`pZ!w!=8X9xpEI^*Gdg}cTj$~-6!Op8-Wb~XWTym}fFTzJv+N<` z;@wE$-@-5_2!vnG_5X6=mauqMGCj5C=|v=qqbWq#{O0GAAKdnM5SN_x)ylV7_2>ke zV5I3@N*~*0F0_Av$bbBp_>%G}d~=s0kK1d!y)%T{V5(_xsG|Xk$jy)xyP4knPmgLQ zlKpXOmKVYik-wz<7Q-&1Z5Npb&=63FUk}&1vTHP8}IOfHfwk~eAfyQU%VFqVZ zAh#`ywY{1(q{e5wz6k}JB_S#&ehN%swnw^5BWVov9uLCVJ9qtr`^H~dU77RH$n=Nr z-VcEKJNoC45GH_bRG+U}ycEpVgHgQ3v5YSqu1&K>_F0lP>)4!8K=Ut*Sit zXj>H!XuUYi-N_g0U&Yqst9QjSE+E=@sIk6{rE`U9G~H6Z%iFaXKNE~9UHqk91b9IK z^`okfH;=4Y62AUSF)P^>hdd`{C=k{)C3(t5LISdXJa}wr!=ZOdX>yrlxO&Xh`zxj9 ze+Am)5C6SAx`RBO-sNvn z!-_rrElk}zKV5>+5On`Mo(3cF z^IW8J5xvjd;7~K2 zI8X&k*p{p;W<52(obqs_K;_<}A_tN1+{y(x=6446WPx~EzuT?WgQbUCAIRVO#VTK& zqu_?3XBx+_!ZKHXc!HAYI*Vb(jD7pJB5P^~I!%2g4m>axy-X`sq&PxOFZdPXf^)ts zz{c0-C1!=^+zg1PI=4s6bJy~`vi!s;jO?gWze~T3xIZGsipGt`YJ?cy;Vc;aL-TSN zRsx8NWiN5QFDYN10e;(9ycpq#1tr zv-!=n2V#&`&sk_%FCI76Z(UXIXue2y>DS$W9rxK(i~H=zL5xU5s5WQD=tFhYhqP(d zWFX$w+Q6CWP6F}A zUp>6_@_uX}Z1SYcO-f*FDojO>P^*El0*bqWXuVs3jFbM)8i7pEsr5PDG<6@@IA4=W z*Zbr9nvJ=dp_-^=*qK&&H`Fx#V}p;N9F)JMVt|KJbO+!(OG@?=SwEzu1d23e1yPI6 zT-~wVALrkwZlKap`muuU_8!4~RNr9*p}VhN+g-Y|ULYt6g(JgLqPmK$z!oN`KYd{q zuBPXRX(cw5MbmZ)T#^d(@TobJQ(`>&Qk+N7;W~X|_kV}=C+U534ktZcSc?;rK<6Js z*h1i{9LlW~F_r4Jk02#|uSY#ag)1{Ur6|$GbEwhg)79e+0!L;u26#i>pu9u8^#yQT^ zrrmC$O7rP;q#ezkJWCG5zSHGgr?UgpD2S_&u3^4?g_Q$Mau*8-<0IRst4xMs$yWdG}|X zgdUUC8$abeJ`!s1{Qp1b|Ap76sb1docfujyIY>Id(r=V~Q>Kr}# z@!*Qqmh#Vg)wq7U&cEN%u?Rr~Y==Boxw}{+5No>(B`KaT#;N)fst?}^I!i&}5N%Uq zyq*REj0o8sDN`AxeEmDoinHZMpjHXM`D_ zRW*eS#uZF{*CQPXXS-MmHR5nLw`e2py?au2+B`O&Ez|GV9(x}21$8ccOkt!Hj1fvc zIUr{p6qEV~P)1l6zz})O0gV`GbtV`kz)T8{HB^fs#8&$C5EufQsMo z^$!P2p#}$IBTmKs%>r1a^pkualp!!7G*G9fr-mTCoPmkRl5TNk37#%!khuHlh!4>H zX^eAdV*ixC17Q~GVYcQKL{{#$J|HVqG)3KkIF4}jIWX~kbrC~NNr;kNAV>*1i2MwB#!l#vfGibbMn75@v%~h>FKnUvPIPR>}U-8)29$DuAVaP20pDMFJ_ z-W5?)(TUXjYNoKSaB1oHwS#-@LJIc#h(3W?mSm_zk27^4IJY~jtSWwf)@dZ&AALg2 zJnIDvKv7JI6b=%j0hnYzjxfoHs9KX}47~wxA@a{LYPeI2FTJ34P0?6pX@RuG7Rnh5 ztyAcvL*3CUth;=?);ZwI_n|={wg7B&xu;Rh*!^GDke9Ny8cOTUKU6}tCxS6w&M+a8 zAR`2Na84N{;r)&G@UOU8w3pS>8(iXoc;)TgpsF!|$na<&SVqhRvdQFqa(uW-5p&_2 zf-N*a#~K`B)ZS_=?oz)lAmWhgShRUL__bcI+E}cDCu@0F*)x@aubkzVx)9TZ?)Wrw zi%9Oh9)qi3RqHE?Rn%5LQ zkDJU~S*8!co@sWgh8bR^C~HcHxF8S{?>>uh1-oY%B&1lBg$A9}=;w9P za(7(@t686@6E$X_6}~7W-c^EBea=fxw{A3T%$otkFYM>&7OFdLG z1+qD5ppf4o`Fg7iA{ckxC2#mgg5Pk6Hb;DbV zs$1+;P|W!B8Kqns#smw^5dLa~kPDi!A{>q6vmxCEmlwhLw>CJLu`^rU1VxfTEfs@Q z^UMsJV2Wv!scG0CPlqFFZ*==x^Kc5;N%@gMX*afX?RSH|oS2JLl8#U?5qR0WK$`Lr z=S@5=A&21XHPJ~77qVkKEt47~0(`XG*~J;C@_*d(@ln~;M1TvV9AwU<@Yfa^`HZP( zx|uFSj{{JEt7Ifxq7EE8r*+J^b_Y4MJca3Nk83^+_b3Ckys-LY0e46i-A6ec3Z8C- zOw0JKPciE18*a$)$TJhwH~TI(-pHjJCey9LjlO#*lqQhKt)?`(P#k#=`(C<0HS4xg z^GaCd3%IGK6$=o_3NdewL#uUlLtCbT@lU{DX3*zl?Arz=C1!9!MRn-%NN|Wj6N7E` zL@Bs~f{2kFYR*vl(=CC$aKrUqh#e@>eOqJk%)Y%P5OTj{3OId$qVS}YK=t)WCGV;JrYD;Zp)}$-a)(dAQ}l3$rhwq6uR^0*Zw$)No8ipUzZu~=RR_gij^6wwuFIb& zVYT?D@08YnnmYH>Y+KY@rY}9+Q`hjD?4OeHc7kEUo;wcAj0XhpX>;K5lDH`uDbJ>aAIF}ZXI$DYYJ zL^YnId|8faKKY{WeZkQnDT81IOb7CT@Hmb%1XpKHp}|;QJ{7H?#}i(F#^jOY5Z$T? z4G`h_dBgeQ;RZ5X{7P5?Ns=*Rimsdc9ao)c@2h*ZQ2!0pN!yA~ftyYE&$nQr~|B%0=Q zB1j@nMz|QA9|4;i3C;oPEzM2l%zMQuPig)~{%KnIUOntWeHs?ue0o43MOm)_C*jFRZ zq9_ip+MqTwSQlb@EEbHw+gm?y(8TLB2xjnRG8}42)pEaaOQG#W+nyqdD8Btm@pU?y zMXr5ZKJykmjaQiHNL7Is$FsKmR0|bXz##Z>8GMnRpn8x{zx`A{KHP>F$sIYAhdzqi zpc6Rnl5wW3wbqfw{b%IQSgmPoCsmon&16Sf@}!$vgzkM*j2>EwhR$_Z~WURfXdb`yj9X;Z3-=_o+2j~0bMZxE>mq>5*tQw-G3*~L~0T1t())kqWsDXyE0 z%XOPk2ru1dp$xrz&lpe{Z69 za97uj0}XR6MVC-TVn%CO-D{xK-pjOVr4YmjtWXr*by?aYb%&JWrJn2BGFlKkCl%kjjxO3puJPUI0be`d_No(0|+0EV$`(*=ET4H z|BChNiM9pa^#GARLH&f3iP*6|!_ritH;K@{nc z#?V2CQkWIjD1BCWlqFSFpFlTQZ-Yn$(NF?fK`Iy3Wk5@-p#D{Djgihuyz-cdIZa zaa<7t5>@e;JY`p-16=UQ5@;TkqxOq0q22!ud{2Xq+8c7@;q%eukFM{j7C|ja-`7sy zmD)7xNaeB0e+Wv*?X(R34_Bpx*8bXdKau0wKqqZlSdYwaW}}6B)PVllh8j+2f!Ifn zo3l^q0)&r8Dh7)^*O%Cx3UU&|Nq3aTe(lCZ#Gjs@x%oYHYB>ZKx7N;QE1)5;uCs>U-<98A>p7rc8dA@4ZMH$_t{+F+JZ=mL^6bp>wkc zt>gDzRER{y5kiFTtnuqS7eH1W>3n%?cT@f69`to{q;ux7(|P>Q|GwLSHn;^!Z=Px8 z4|_C?cVE_}p%sScVcc#7o@H1MMreQ2acP z=>~`er?1tFjF+faxiF9>SNaIv*iT`xdAe2D0+%93Nx{}W@~yZ6T<16Z+xw7Z=BfsW z9FNLAO0qnR~ucCO)ie}D`;Z(sr%c$lYzC4}0D?J*^jXgQFh0aKh2s z%BS6D@_k{X_wNk+W(va|Ugj|K%oPow5rqcBqBb`(H57itLAf#u$C8ycmhC6&%K17p zzRVGc4cKBR^ESkoW&~T5SR0{PMd#L`{(c+7=;=1T$~aQGZ8|qtt7dC})Hr~Szq1}+ zZ{$p}$D5PAKKsy%U_K(=KFX=x+<$+Itx`^pwy{(ws;Dw^vT`MxjZM==nmJo7>pUZp z{Nj6r{fVT`*4422ES?U~pl2kwg0vMYnr8G@MGz(-dc8b=DdRp?q*pH>N@ucfgoyH1tc__msk zO)IWS@l%Lz%Ntf)Jnd}i4lEl7Uol-T$?!10y)31%(RB5)ZhG#JH+z5c6v?uzyt=bE zn|@hTDlv|v6}Na-bXg%dKtG0H!0Fukakfm%%-v60so73w+QlKOw!Iq8wQ?wEwTt#6 z!m^OV$Zc1E0$l6nS#Re&ow{@Ug_OgipH6;jJG>(H=u>N22AR}qwFtxP9M;j;z;wTM z#zKA0-fIh;`}_> z#c@sFHpy*XV{jc9R#TX_E~hy(uOZPO8Zx#!<<9Qy7W5sQAZpQWcE|}#Gh^uK?F=<= zc(t?E=IvsX5$27{&@Ky0z#T3cuGsFf^0a!1uGpRCIm^|sweoCk!mBFT?U|#!wflwW$a7INKEWKM@&QD7RMPwR82V&@Ks; z2f;DOpZfB&NZHP5s1wa>{suI>>$dQz<|PM4Oe)sKVmyl@cA$IP=(PiZvCHpJFY!MM z0uHaVidOM|tCJ6t+X-h2g=b#9+qA@kQYKvwD3HlM(+=~0*HQ{c}CYd->0VWE2>D~V9Ur6g~4<=^?Y@R(=#KSRj!2P(eIyW$Qi1K_AuSH|KTPH0X39mJ|>9rI}p{sci_ULF+g z{^IZCy+U<6dVRbY!P1|6mzZ&jxNl0ydp)!tEFxl#yumga>w>kc-6bc5mXqSsqrBE9 zQSIa}e$GI_U`XT_Rdpd#L%GP_UJc#+X&%7?8ufr0VYbTiqlB2VT2-nuRao*s39%yT zzE6g#7C9?C`(+It$H8pHQ^zH63BQ7$elz7dd0IX~q5GNs9Iu;*T? zqzgfdWXQ$S?QO{ufw%9O_4?MR)k8cl(kaC zlF#=PaM!X5de>QN>VlViLACt7wQ>yBkE~3r$}ZLwsaw!l%e9+4ZKX6$X!E5lJT=|B znauE@XW5o~d_%!zls|Ehq+%IgGG>*-%yp$l081P)rle^BQYeBF5zniyYD@~bKY4<| zJcKkm_j6WT&8aqZNv#!aQjuvzEq}UsCe6l{`Q(WhsUA+#?flEPwjO5Sh>xn2nPg z`$dNF^OniFEs`p`GY^9V|BME|08f_Dj81-ChUsGy>}m5JJzMyVY^ue&Tj0=~G}4a= z(Pq`g6YQD52PiEf*zc`&@m2+`hIIximx?wMMldbU5&@zYHdDDYaEn%6&1}eUq_e12aYG`a+Zu7uZHolo5Q1j!-YIOF=NEv z1ujmeJ;1ChcULpEpZQn$pL8drXu>-n-JFY~z_5{`opypu-aEfn+glqIV8$RY(EB9y zqDdzpY4{U-ebcMXu?__};)JNqfc+Q+T3~j2uG;iwF#PMk2tLd|YBI3`eCdrPPs5;P z4nd55(BmO+b3NVBlTtgSJCr$Z2gQ%YV`<)-!_1!!^WX2dXxLXUc-(wN3UAOPAy02L zlU>!jOwaH*+gLva>z>8SLTLb5of{FA4}&$lKNk49$_n2$xY-> zO|V-pI1?iL#{;|ncuF*Mv$oZulP~r=U08o*Ww8YgOS^E>tgJ3 z8tXg)5k|(!M}8{0ePifI7|b`~@}`l143P|}SsTxZkE_o>C;G|TwPQ`aV9cbO+la7u zlHO|jIr&O7dJMSqFAAAGUN8dhtfe~`k|ukn);Jb3y3?1}?(!CD)sIDXE!*Y?dZwr6 z>Nc;q7|LY1eR`Qk@Oo9MMT#DtV$I2R1)bOX~`tJ1v zs22aV{0ppKjfoIxVnY3$4vqJTuinm0`|s7Shr`PD2$<>1V41aX?{g1!=a0RCwV%Fe zyfDg*5arZthOyyIdNKJ{wPz9{j&@`;2^Wqz$Vc{y1s4oXNx}!BpYAJKZ)_^m(j68_ zm-q8GbysL(AG4@|tFsm4a>v8Lx((bdN10$+4^xe0rTv#7Q62kB8AUhwCvv0C>dLZW zQiy#^h@iQvjo#*$xhjeOM%aTLEu z_(U3l0O2#!>Mq1*VSLezok5i%`wfbO7A+TCT3?$wK}4 z%~2=S4uOaoLF46YKL3Dcud_3&_(+et=We*T=-x_iqSv3(#*jU&s<9X=E^R$LE-PRC zeeD@}Y`pcWC3P>Z+B$8ft#b#9s$W}}Mux;ssSfRzfgNvxd3rT_n7^ULPHiiahdEG) zY(ldWojv!j^-XXcbW354bxj_xD+Nw%j=QI*zEM21mR`QrCAU*sr)v50)L41Eu=>FA z9AJvJ4^%Fl0r9!oz@M8#2tCl@OHW07K9HF>SmvTfbtHm`qvai5yO3{EK@J9xhT@du8f zagCBVw8Lw#Rz*>o{8{Cdy4lyaG;c*hPoUp_O50d=l$$}-QJ>DtvM|muXry*Y zfo$8tl3!V{Me3A%S4*(uD6jh+-y8LGStXM+Q~W`!7azaC($tnwd%+>hQow~ARxapY znp&69S8T29RXEHg7@6UeKlUt)($OjB#sFto?wyw?D5iEfmxfD345da5?_ z^Ud&KQ9LeEO)sv?8hR>uXEdDDuCv^yEtd|;;=F(L-%>Kkm8~}=JJ}BoJNp--CXFke z^LfCmHM{BD!hKaL*)<&%=2&)Vw;MH4N3&MCBF;*F$l&mdi3}E3T(&8;Zuim(#*5u~ zfSZv_jiRvBSm-{HSE=eP>(Y`782lI{O-cx-@2t1X8!VRh?RuES=fcfkv4FKSLz^`$?Vo40!qL^R5@mQ{_jp2|P$%eJ_3TR(=kKPNsfg*nwf{?9&0 zR4R4W3*zEvxZ~dhnypvikHP|vnX0iS&uoJa$9T^A6Ns?3BCm)O(v?qrKFlA^UBI%k z79SorM54dJ>e<%ltIKZX9(-lZ<*j`*NNNAnVNFqXDA1MVd_*fMkstw`%epM6GxbPn zWX2qANlnIJJV-BMD?MQ;t?|RLZeZlbuD{Q>^5|y|YlcGDZwb9;JM+62TUry~>=>8w z(|%4ws1B05A93m=`K&~Lm?0~1L!@AAEy@dIHKp%!^R;wEhUDBM2Ka#Ku;meNT45?> zpjcSn5?I(pJkiJVvdxI}c&aGI{IqxsvFdp|c~0c>YJ!&(XYJ-s5`_Uf`218euAZ#2 zTq=GddA5u#-Mq=g>ew^jh{zY@TYQ-I;HtIG>@#Rui8@P&4+?k|<*Ctc<$RW_Lv2n% zm5OBH5{vET@8X1K2v7rQ#qevRD!U%SN{sqYFuo|5>hw%M#Ja2KXF#V*JGTjbpGNVzw}Ja zgFhozMWP~wIh~3wCG}aRLddq9j`%jz8&6{MOE2>X-#WrMuGnN&OX!1LvFZ+$Y03j} z?bGE~-(DCl7)Br=DLIvRQ>o~ci((ro;@7Zgc2a}quVhspbvD)|%p8%`yJoLj>{}q+ zU!dnVHKi8}J0(7!!9<5ryI?eKObI9I3tF1qCx@NkX$jOP!u`T4wnX?7HJ@m=N4@If zaTLF8#-H_Ep^>xvlQBhW(OKh4)?Zs=`S#7y@Gh~0IA3G2rdU{iUAab))Au3V)NNwFPke_kN42d1hs zCtuOMWa@sIp)<|m$}7N~lz^$wEn^2kkTi>@5Bzphb|UZcWZH@xObbrjfB;%w{k@px zH8yk35sJM1vz7$*e!~2TX8FkzGY$R6TkDH?8M2E>ev}Rsp*SbPbe}g=28=C*oYCfZ z0+?*6QMFn*;#OYICPR$~IO*bpZqg*1hQeY>b)eB=W!mGv_C|c}%EgkW&g3>;d7j1= zFFT^Orn_9tm4s*kpYet?j)SWp4tb~Wu zQwB`a!J}tJG;`!#p#NTt{Sgha380V3E&bvrF?K(C9Z_X@bbIodP2dMqeo`dHD6Iz* z{8f^ExYmwT69MO?-At`t^;sQiqo_~zpG$r!pAE~m*9AGB^pGKB=h|B&MYgLe>hRVm zy95|YcaR=CWhjgvD29^`gU zvoti?PQSR{LQ0~b09DnPy(nf-2W`40*ZRGa4BCqWy_7}Qzu=W`Rc~!m8&tG545Trei&rN0i5jmf9VLG=5jgCs*96fu#+B$7OTGy#A z4tjE))--Ovs*ul=qO@Z{x0#>3^)?)X0g+k;a`er|IC;#Zx>t1a^>LP))00(53aeT% zS{W9fe*nLmk695-TX=Z&v-^&Z(CL@3wDlElh{&}pN&`Lg#g`KmbqIK(b6<&%tB2qb zI9gMp11I%tL;8o#^{ee1WsifA-L%jDeuf zFsPd_RZlObf`MGL_9u-G%C(2X)pQp|Oqc~M)i0ab5>Lo0I@M~mNfs0857Nfy2T5^) z64xf+R5R{P(#;lG?gV_1medqo_w5 zKsWp7@d&$VkR7xEcBJ%K9BHR+@dS6@`9rJYkM#OWODQ_C_bkH-_|k@-{&Hc{?I>5{ zQT7OP@(W9)faN~^fuBz)3WOFu4%4DhJ{{l*Wg zH&%oz61c5U;$&L)9-3CehQH&j)Rn0J;LTa_SGBBEKV5;+DCu<{N33{G6>VWJ?5Fbj z)cIc2#k4kRd>U*#CASq<^sK9|I5N@M%XZ5Lq*ZQz?k(TOi;;CwGXx^d*JvrEc4|wR zxf|^?Dmt}{s=%_Q7xpo>$q8)h9VeKiuPd1@$O^U5S&79gCAV!JQCSqUFgPr`(bN`y z#7$b4oJ(JT>PG=Hp^74nb0r<#`T4XAkExEPbU(mlRfZVI< z_>qLHwYf8v9Bn$|kp6F;F4UJii=Q_d)h@rSnRcF`x|x03?yp*cxd2yx23e$!Cp*&o zL?E~LqC;VQe%rzD{3va_@uGasS&IDXOj+2`H$92oE5a^=PYUu0eRku{sV;tFZgKxp zU`Q7<&a!k5(R?qmj4>mhb>dq8WJ!i%gvm)8wQ`gC@Tu`2e-j;&+~tJGP^OKwX_i_w zKL7O_L+)G~s<<)d56lO3-xfcQ&mZ!RxRQ^#Sj12$K0n>ifa}_S0IbuWK@))w*md6^) zj1nHDu0_*TxX=224%LyeJ;c+(`vJ5&l@fL|gl=Si8NnLRb#6Cp>a0uFc_wsB9;f*` z+sK)*)jP{Yo}zDFc@a6J__t7*&l_5y(?2S+=q}wOTdQhCMe$4JydV7-#46sQy!14X zv6IZhoWH)d==WnzDMcsF(6z%PWyQo>aPnpcwP&pk9m%>HHm>*9Pl@zXwZ()b8-?`N zjCDb*=DNlCMu)?u#>Kvy$u=5SqzekhAzZGr#oiKK_3z7hx6=FYzUjP%rDp(CC(FSji}iqcVA z@TP+pSlLDFu#Rz_pDBtzld^k%HO7zoJ6dyv-(!lI#;^D-OvSq!;o!QD9S4G?_LioJ zJJ}JP`t*hR{@lw8N`!ySn)tyJdsm;@x#cmAL+OagJJEEmEu9wsWtALc4{ofM)O(tN)-PuP<)56>w*oJ`_k8oGXq;?nYZZDqA1d)@5-|EZi0*v zQmUD{5hAWSvr5ETDIk)=Sg6;)M5-ajShvdn@SX16({BnYjz#CMm2=SN7+7*?7wf`t zW!{K?sVO7*-YNfK-BcLH4$5_vHfcLe6J4`>(xi&MSJrviQW^D$X&C}+y34A1Mq#HUZ2;Bpojb{g79nI;^jquMt+nT%_(c zowz$2U9ee5;Oxr3i4WP9x^Dl4Zc3Z;73d_KGFGR8)35BSve%m)Yg4BeF`GIgXt9T< zaioYh&mAD5rt)NXve6UX6LwR+%|^9OC`hMA-I{2%_$ z*5D(D{Wz27E2wk~RZI^RwsA0p%`yL?qL3c{QdQ7NZVvL{clAZg(Do{7Jk=&*ohfD3 z_39))SRK!;B1UsCpJmtOofG{tjfhTIpQ3|=(qNA4c<8u*&>;t?&kkJXV4DC%=A`Kq zq06*$XlL6M0X52z%gj1FFbp-^-QoBh0K+0Fc*XC`u6!72bWzi5=Q7fRsHj`N#AuG; z<}N-j&t2_}H6=%Mr1>f2h%fv@Q#h*l(9&(0jlVTA7D^4W7;wYhT6Dj8tLaI6qVY$T zy24`&Q!h@>Sd6=X*x6}loZt@7m^j7@EcbufL@H)Y8Y|X$ z(1J|Q*6esCc(zN^mjUMGEuo-^V_W*LroMAHY8Od$PhdGsgFqf#gER0s`?tY&0j$rV zL!_fWV07|ezB1Cli((wP7?J}#W94TyZKCuj4nB`mmB{5ey0Eoq)(F3c&Vue$qGA+#F z)!{{uw0%=M)69`_abrY}6cqyp=SI4zR$kvW~W2@{dY-jgG)jo5C{CS`MwIefrI_OGO5wZ>|xYRh2w_gJjm^(jAZ% zr4SyZKNoQ{Tl2lNqjt6de5q-1D5OUA# zW#JgXllpx|8yeGhXB5njoT3iot@6~8we!@sA$AYI&jslQ)i27I*sldFVTBK1VhUPo zp@Tmp+7t-3MpwXnm4h#!ul}hbw9q!-^=mOd?dsQ|owrFfdH3;D<9rG99M)nEIQ$D0 zat!pIn_F1<&|xnZ{dF&0i1eMTtet0gLKq4MJ8GvS8;d%?Sv&bQfGS6?A+%Fpapdzm z--=xoz?ghPCpM=YS~55^N5_4XpHvBEk$fv_6I2Zn50{4Mkkvzs;~7z+bR(!t>^S98$P#lRfcsCbb<;~&1Xd9 z022G0Y);G&JMj;qiO#c+`WPuE0RM5Ef`!2trQEavH*}2V15WzmA@=1GfVHrBu3mPZ2 zO@5gR3*ko~rPX!Iv_&v2Of0GizVGYi(8simUOtkaKAQL;9U4fjFs@2_TlNvEb(?F8 zX}m6|dYUoy-ugBfx>})GD^01D6v(Z%G}8$PHWbvtXDW3X<4(u9iBdM^PMqJl)H{OY z_dzrPY60zFgAg}a>!wH#<5m9bXTtQ2{%k8F7f_fypB$sFa|5{=A8sx0zsWDF6ge>m zbCA9YwbHgpbbH_MsvdGS;M|lt#iY-9Fa9z=eWq8iLgPm@&Vpqg?=}CLldMWvRQ%ok z`qZX2kdR+p+sV%2T>$x|_f_-S!Kn6lTJ=&Wc{JlVo` z{y|BkAiv-82$S)RE=y_5AA;yZGeCne);Qfi%*w!Ydh-lCF=*rjUV@$rUG^h;SC4aShV z;`pnFDXF6Yke0poS>w;r zKaw`}B7uD3UkX*-^8IlI{RPGJlOf@uLp+X5qtmH@+#6FCJZaSbBokfIL&weNuRkXl zjo=$D)iP^Vj%juHb^LkJFT626@-g6*YTj{Z))J2?-Wc`y%HPKW)k#m#7B8|G9h2OA zP{Sir(aL$>ITw4CKF!SLg_J(;EAX=_<(0hEyxess{vGr`2MA?+Vig)3_Q?%T!YHOr zjr|uj@bf3sTl(WWSYZxAJW=CYasv2-u)!AbSiu{auV!a&8sy#o~wD@Tg?cKwl-s14_@_l;)%DkS=C=UIExhdWm~)9r0&#g z_c-UNwnaZOz99}2;E3oW>UpQ5VbhN5T~_XKX>7=d`k)LY*rwjZbvGzW!iO`QGqq`( zJ~88OqefC`_c$3!*Q&dc*4KGQVDMYJ`)LC>%g=@UlRUX9?79tLgMK@E&Ekb2T{+Yq zo!_weCNVm*cswyuGM6e7Tc1c#3UI#F?`krCiO-+JLQ7P|IY=5$SEuOX>@o(X9R z>$CBKUrV;tgWxsjy|cx@W2+Auh^p4=*CjhIi7Z{69G2wsWK%Uib8XBTC;?Kfl_pg$ zs!?=?S@Sf76(>(j*C-G5O+E38eNH~L#*vr7dQ&)|_N4BInlS7*aY5UDb2&tY6*K9q z`1uKKkiKWOGN0cCf+RU763dac)YW8(>GH2DeA{)|pez>Gl4@2T9XpMa`;}B+eOm0{ z1OApWkfL@jcC{SD7(mZ?MU|wY7T}>xRQkzm0L+DzAzLqNNh!29(! z-pELeJjJ2+2Vvb>;*Swk$pk%6COZJskremV-`EZ?D1 z0L!ZY46f%2id3KW<7tv8%0k|Zt>z{0?le~}IY|szCg4nWg9He<;%;(0he;C&p_QPT zO3!~QZYCvl-Bu=0!N=o;0;^B5O4D?-BsQA1%_HuC^?cYs6clM-f8`_0pVtrj{nHSW z=jsrgd^Pyz$y?CbZ?5ssWV!oRUPwc6K3hsS82omvlS+!V0n~%m?ahkeP8V+RY;|xr>w-) z%hy7kjs}1OTQm3_|G?{4>pTtAkUw@|S;X;W*OwRh(hP6+X?h8hsQ9OGmyO*&vR4pI zvh_X*GDYSmW!h#NfZk=A>2#_diiuy!))=%9NM~eSD8)U|5FQ@Sn|KH z)TTBojY(#hGexQ;3Jv}RRF-s=v2zqTmegmAiqf*Y#iI|qvsYa%`f$8Z@TtxU>1*li zU@>*4(^nm4O;=KgRNtu`nXJ6I#t1Vlwnx*kW!CYrkIy{LpAX@V87x@}d#roU5A<+v ztm$gAlKCgFN;=~YRh&gGG8h{#>%?8}(5@W1vwW$FJfn{nH$9#mlizp7`P+;>i^_SwQ%S{G z=6xXR%9E;JE?nN+ipU+Vj?q{lkH+%0`AQhM^oqVYEuK)<;G-Ia<=W1A+ zz)_BHwshL3kO{ahv87TL4Pi%IBe{Uj`6e1k=hcW;=r?c~emD-K%9PL2--jMF!59dK zWa^@9dL`OH_`FchAJ2qciUW_^agYS(xT*v)nP_5$cTEo=nr+GhA5ihMhU-JE*91U- zxsf|X@||*>FOmla*}o_(Sf<*T$OcCsO=;IzGsMWrh5^T~nH1)Ory^}3a%GvzuE$5r z!AyA^{5vG&*wmJG+6wi-C&2=LJl`OTbu((WC%C8eFn{il1!5gJJ|n1g9^qw2Fk556Qt;E?5O1?3rhnc6v553xoM7Mr;}Ptr|g;%P`~9j-H_0J5X@EK$O$X zOmWf<*nrVkyI&Kwlp|UrMP&D+pgO!QYR|kK)Fzrzs%wPN-;Z?~rGWBAOedx}&#!GeXchs!Bxvhsw_iq0 zY+>@FtGsg@?b13(m~6m$m#tD7;ZjP(kTESmERu-wSYDI&+tUS}iOIRqTJm1Yc<-%3 zDPu3(OwX~*76rVzJvDni7x|{3vqo*(N`$J2}HYuAnz(j&Z@|PwK2;Ty6*A3^UQ{CmV~jN;dT_CP^XZa=?r zHH)&aGw%IqIVJ!F?hwxlrgv}~<4Y3pwwEs5;;G`r8e3{ylynp4U@G2TGTyeZc_4E6 zYD;V6OHJ%oBghs`({m22hvVsAAC?6;R`WRYhxkXyRavjJHIlMUl7qi*l(b2s6K>MhtEAxR;~7v6j~&-d4lTKs3WXWB8@n)tAq* z-D+xfIU&TCF6LU9&5MrveQR!|%J&Xa=(iAOaM?Y8ilUtL=ax9B6U4Mw2r-R;ryICe zw*(ts6q#;vm>#hfK|9|R;Y(P4ym;yDz{ObMa$AGi8HX{YMxbSUisO-fg)k+6$B7En=5N3qpdCoTDI;WV6Z^^JnU97nC+hyCP!VSI0|2(xW?VzD% z*G@!Sz8kQW!vUhxtxYoHe*E5ba9CNe3p(@6wn*zoehM}>{)Y2Kee}E3Pb(U;a;r;L z)80$xsvziqZIY-oEtJ~mmVMsuQ6<6y)?7KCbS2FP0K4XpCde;n$*ZEZlyWG1M01Gy zn6eR7ZY7xtf#^L|KfYT9*@LYD8BYe^itJdD#&HhDousC|IH83QSwt|oPUkDN>&7-R zu4uk!)`itD9Zh;m$y)O?xV*etvnwm%VB}E@IW`Q`E_?=?OL|9cidZvxYIzq)2`ahy z)X1$i2A}S}TDIMgom{3{&$g8xTMxONupoJptD?fs&ZYr~fDObq>TgT0mluo66%3~{u=(@^%_i^5 z8eNzNboq*NKlJs>LOdL39i9|3l&$e&^)Ce%NF1`s$~OfJ*?W=E{|42*ZzFY;*CgWCHU*+C>k=*^H z(Ck=DZHdrbGY0;90riGedmI~NZpQ?NQTmJXX|^4}U$l2A>~*XcPqG#0gYo5b!G7zT)`XK=~6&t7fDaZY3{zhy9qQtU2t zHfzlG)Uo+%g?Xqe>3xXE7k(7`)kpWMoP^`kZ;JWly}W~`Pi-TH1-@*J;UeN0^_*?h z-Lz*5*dU3$YqA`WqMijd+FvlV^AijTXM#0iFrPNIR?1f_{J*NRN4u_HHc;wL4WlIb zWeEQFstOKfV+7S!hPk7~21U{JK{OVig@kAJCQwZ)G%uFV&FZd^1Cm(ip$ z&EmBC@T+jW%q>zk0jITY7Q#D%&0=8eeaL2_m^sW)v!{YISn7U9RzJ2VKvkF3p#K@a zR^IXvrx|Tw^PRK|rg;lyk+Vmul>LgMKN$tkV3NM%&)Rx}kkE?0+FT{vsJR{rQE z%A0tDCj&$1wLj$>qnXj%uq;bI zQ9j0Zk##u0PG;e}_jx6=xZAmbr;Urx>N4E70u|K@p*_xNgPuPss|>A`4FzNOvunqV zwVcV!e;Y)ZcbJ3(`ZREE38ys{~oM+2HLVp^$Uxb<6nTvV|L8j8eN6 zbn^`Jo8?b`DVm(O<9?E$W9R8EzCruGK4a7q)Mr;ho`pz5RMBA)vyWz%6ATlwqOC%* z#6iMF-lM5sBma9DgW6;BKyk}qhOqwlJqPf4Ht(LCI9kI!DlM6z{Nowkx{4cgdt0i* zxjJ=wUCHTb9BwktY`M^FL4DvlSC`Ax@2$A42X8ZIB1D|ZoL4>6YmRdEaL71X^14F1 z=v+!gC=t$hN=Kk$RH~fqqUDS__x%^iQE=`2^*L=~QBlB2f`;j;a&5BUC_$u#*SXIZ zU#rFns?M8YhNkEOi9zw-%bH-XDqofFmd=;_WA#&b1~YHTVvDWGcR2oD;N03M=3PI= zeRRj){#>NpL6LEqlC!P}oLqYQF2jj#hYxcDF)-ttU4buKJCVNj6AQgj#d4`z&}b%+ zHai>bvnZIYXs+C_e6imGZ5z zdj;rYoKVSc+RmKX^|wDS_y1b9xAz39xAAx_Ep99IdFZoPH&adLHcw6G< zFd;!MR?y${3YzU~zHb#flM^2@&C-?Xv)N*ww9dI4{{E(~__yHDXV5J1yvj6lRci|u~^ATHE(pT1VViv552 z#sBxe` z8?g<(MG~*h|6_Ul_3gOKj(rlnub{<>QsHn-OvQo~f-nlmQthu*XbDijM+;~tM}o30 zGgT(6P+=ELtguJ)EE7m4^uao-3H;VY$y<8P60e%|7H?9rxwq_)qkV6>`u|1&;{C-Ez><<$-Ds872*S5CeX15)eA_CHOR!>qPL;-6a$6X z^BxVI&$p>0nH zC8^i#A*&7zep2DIL4)j#0A?>ecE^wrz3XhnUco{$Cto}=|8oVCL?RG+aJ{+KxSlc~ z!Pvz5tRhoALvV|qpwYa%OXXO}@FQZRSfwzn-0UepFVl`|iLW{8Lb&lOC(~(YHf&&a zdzRbR_xoKiIq>)p zNb&{fMvk_&(H1MGsRiXSvc#t-yc(b*9GVv2WF&|8Y_IOe!N_&VF`X6E7^(|{1J#bvdx!cYU?sUH^jaG7k(EWQAi=ECN=yHu;Y6H+{DM) zf=8-2F#HH4z-Ug`H-<=$Gfm_9tA1M=mUE(4513S14W-GrHTcwzMoty8*s9#bpe1MG zDzk3tRD*xh2ZXa5!UaP+DwTIBxnnA%15xYH&4^(>#v;zu%y@`7Sre*j&D5zM1oe}ZVkLnlsfb%lk%Eqx#m*TKs2K&;DR zT?A`9bKRd5Ov6QO&*g2YameI|mDc*%f1KriefyFtcp24f5xEVRXt3zgPhDm*TY;_sU^S(;$CADi-marpu4smC|>H|2VZ@$vWoZWx;*s&I~5P7Vf%SZuY^l$Lg z6%y7cY1<9KoY!0!ez__~WfH6C6SXY{_f5%ZtH=EIlYIFk^|X(NtT|B}60@fevjtS( zX{_%x9N%JF0xZhNPj?2_!5lAP`_fKZs` z#|UJBE(I(yib%h|SDK2}c8a%b*^(cv5Rem#3qPU#ZAD3as_>C=(0ygGbusF}pWK#liYvB)>XL)0`s;9d~V8W)LGl#-nS%DN2K z64!O9j^3Wog9N%wf1l|}kM17?$c>eI_nQrPm8~IzoA zE~-gK*0qar>Sjo9!zG)Y2HZ|5u6+TokJ%2rLBj;GFM8B-j+12;flj2Yh1|-rbL@g# z!e?vFFk`vabBup-g*OJcT0@yBnAY)lZ!h&Hm{tr|REmbdBKQ5*;(TR}AI~m=J7FJS zPkCR!#Y8Zx(*K~AC6j{XV^Ql)&w|@9w(-5l1=eagH#_7Zsb{*cAJ%KyXxIh@p@~>5 z%!-5`X|KLAM5ss_i2rQP13~_3?H}#uxg&y*fGXCWd;wMJwv9rrt8)f_*g~Z3NrE5@0>TflB$A>=_*pH^difs(RHsu}vDAPi+LHWAWRZ9Kx z$i!IZa+=|0hC)6&>x0iUbHwh^Jl&e>5tQ;s&lIz2(v&07ws@0d5eRENG17wk>Az-& ze^t_$|LO6-_(LShBuE)^4B3;7y;jHY^>R$$E4X_SgKCZy%_Qu>A%LRz6D%l32=ondf&`V-Cul1s_KJn&i9%s*2s8oOuhEA`BQB`ylf$Uwl)Jjz*{LID*dw)4t0 z$yzoCji@R8B#j2&tCvRB&mk=4%34d{HD=v-#uXRzKH;F#9vZ<=JMjB^;m^RISH~7lzjPmH;~|MW(SQ-1>9%@gaot6(#JGZ^eq7hrCiRlQ|} zc3YaVK=`Q(K({>>(D|`fiqEAW7wm$g5szUcSC?R~ej;)I&khpqA+AciJ0kPzWZXJ;@UFEuL%Am{u^Al)a!UM183NoM7eMCU>9 z`O%xfjUr_&QPmi%f{E}{<@DW3?{py7f|&YM4u1LcdOAII>YszZKcVADKWd4-Psmx& zLwbiy%(;j@*+6&gwn6NMTAIzBcZ)#!6U=~HB4O0fkz?K6EYoEqiAFcsXAlDzr{md(3faWu0F4k#xFp#o{TI1Zyw zNjPuvkUZ3SEc-TpjNSdyBD-+o$oP6X4sG)S;^)dM=9sNR?2dqgbnY0;L|vc7iV*|X zVaD7)_2J|wQk~C-a$}3rPtJ-|J)A+lx2W1lHNaHx$LxHc*ggpyLiQ%q^F{aM(^Jvz zs6@Q2p2}Cf*sl-=Vn2TbAUc$>Svam8UQ%{J+>`vs=j!9XKr4yuZzfcE-)pM8W) z`#>D8Bb&+2W~bl>2*dCQv-EBAytgzrt1y2~g`0rft*7>82Fx-|5dX@L!OK8auHDZh z`XM+Ux*(k?Q(klT)NRwzlM;M-5;LSn?1FJKKke;~?l`;ywt(OV40|OtrFZ#p5G?H_ zy14(WDhok~k;W6-N~cLxasPFoC=X^hM)@1a9#AUmPGK;sy+#BB9rJEdvkV`6B6|Wd zK;_>;X8dtpYd7_U5+uX*tOUA!(!HT>eNRTH?@mNTV49}76Q7^nyw1R7*L%P(Y6W;-Q`=IGPC};xCn&7;5gMGP%c~0 zv^w->sg2C5^*`?;#hJ3R;u6F@y)tPzH*MV z=HcLM_h2FSY9VkH@jd%u+Awz1s0X48&QMZI5o2njR9&d}G2D-6J25mmu8x|+vnVjh7Uq|_DYIyPH6?%!bR!^;dM8o~fJZ2?grM2=0jl0NZ|yTo0*S3+i1Z}eKz`d?po07%bQajDUeREoHZIQwL4}8 zm@dvIMUOE1`FJ(JbQLD6GUeprrkz3@Ign9zGfx4#DXT`}FpFh@+c(_1ETmlfSR`}# zXXo3aQ{ks7m1_GSB+NHNc%;O1k5KTpjTurJH@J3yV{Puk|y z!I0k_#CmLluXr|XoXgHcl@N~QAYbSd+c!2Q6!TG})nCMFg>7%z_07{YQga1AmRX5? zJuo&=5&TRKFCyM-AbU0uTAl##m?L(3MJ2lgA9}_yb zNueSnx5(-rh4XJ?P&nsI>#E3(#W*PFH>Z1p2D-I{PE+|# zqX6Qd?a;=V$W4lZcs==-=F@6=b&aB3VEUc`H%LwBqYnD)&IzS3>J#oO zWI3p!GrNA;sUB5-$(3OC{rz#V7Q^pHMj|;kHvN?Ci;{h!`h+{`00F})?tgJYc@0=> zH*t3vWPC#zS4j&nxk7s^qP~fSbY5@?`r2R2s-WTaeb_I*?(yq`ZxW)j)QMJ%HNJtJ zd49^VQQPwF%Q;1aGgh&ZoFn&9+hEo%2}kI=sagoCOR$oZ4>TOFl2%CPN2P*80>>4HHMOpRH$=2?pEgU)SFUgoJWqCP}qf z=jEK&f-Z_z2~N;Pe;-O^2;N=Bc+t^d#9*Rne=z5i0+byFSC;Qx7BYKJ#5e>oEJId+ zbGA&OXM$OElC{835Uis+xOUJ)eF|>xdHCWepJX!{`%5v?IG06_){F(4cO4v=xNR!4 zVYUg(boNLdl0z{~G)q3=3WfReCM;rG$;$m8R2;**8hYZuDgF$O{HEIg40Y+sfhvdf z>O)UqPWuV!!V&D3_Kfu}JgZ6+8dfxM_LmB38;xjm)8bTTqi;EK)E0sTFn%8T1O2Mo zcWjEYS8ehYiv#VM!R?f5S8d%B9-D(xtiXx4@O7{A#cz_F)}rV{I{fJ#@2Q`T8syV@ zj4KNy2hSw}@k9(HBR*4sL5z;4V+IuQo3o0^>gageP0&H++A7oS*i#x?70ko&b~a0U zmx>haN5pn8CiF)@!!=jr6cDq(et$iWfGy)G72e903M;`shh=nZ6dgpm2Qn z&r3T8>Z_GDFH^<6$-|Nx30tjuqRlI|>jfDmt z(o2_l(gAW(9~-UDy{r%WoxaE0g03~acXAV`kN zumf@&or&$F*Nk5e0WSHov&$rsw=mvJO0O!F#^4y&;$pDp_(i%fvER{N2Log|JFB z%aFl{95-!g3{=r3q*Ra10xC=FpA=I;d}hJOZw>%)M?qxIz)8ps8Hc(Bg_QG!Gue$q z(*Pmtf+2Lx&h=@Xh;v}`O9cSQZMOad$*UjyY8=bJry&X#TC59JFGK)4ED;(i0T_kR zh@VEDD@1ujBhowHoTG_5QIn9`a~dF_KRKq705cJSKLW8R*R&G4GCX8R$m&o0C)|EH z@7jskG@q$s)9`QBYs(bbXkjtd;}fGhrgfy_g+W~Nlmdkq!caAwzi8f-rmIF)E}}bO z@})H)Pk4=GqJUulj{(d78I3#3NK$LCP|TH{gKfN5`Io-Wyxvx#TuM%>nldNG{z;bY z3<0%CjNM1-aqv4Pkh$d5_6Jexi_VI4eG`-4*?Gmeb}`MoA$|7hnVCr8%WtM}H6!vX zeb1~D#<0XPM4|}p$gIiM-5J<%Vw6y`ZkCx$__^=ze%-mJXY{^b=vm$_m8^x!q-E1Q zzqLp9k8PmBytR+e_kHa82?rX>OHnu;2|gva%Vz_1@ftqCO+o11<8Fr3b7_zU*`+|M zM4|t)m-`Fpqr2xCcS_kbXY_4V{Y1=jOd*mAG98odi_x^gCX@rtp4amODOdkbq+G9x zsg_iVGzcna&2P}g^oGj<{kaJ#f4l9`98MjVy6T&Q!PT}==7U|)NMtSZ!<~Kpnazj{ zTt?IW`%q}5y(SY&jAR{P#un_JKCfJWB9unSXkMm}qv1{OgY1IcU4`mY^!!Mp;i(FJ z25ls;$|GgJ7F0TZX|3RUgTLeSIU-A@UOmk^{`Uv_aqD_vsIbpmf|il%*x?13osgXJ z?6Y|UkmtI`XUhxNoco(M(&*0Z!7(LV{^Bt4USpE}9m<@O;@jIer9*K`)8vq_pTSgI z<=D?9Ca*>tL=DB$^h#u0!dg#!8%hW5tihP_EbBIycarwr65yAWshTmvL#$(Op2Ei) z_RY8HS-Z0&nlk|(%#vQ}&~8E^M^e>=%{&juiaZCa2KToiE_c^}&{_0Q2ubOZzv`-b zXjCboweaQHhlN2skyMjvhsCg2Vh3f=+TG9TTJ)NAEhvp#9m)T;Eq_=+h~kQ%;>YiI z#Bz<`YwJs41+uWUoHa-6puJZcjnh!l*c@9=3#EF1 zjUN$Edt2N*khycw6llyuManm_4QsiY(^Pl))p7@%G>w%){EK7do4v4Axaw>CPNMr* zaI-M&xEZ_F;V0UDkYDkDI^$jrTr|VSAv#8O{=EmjBbg9<2hAAYh>A_xCnC`|PjJRGHDLk8~SsHbJ5u9 z4SnF*@Bb`RSXf>MM=ZPUo-tq*VKE&z>3<+W>|i@Au%Nc~H(FDXnxwKC7VAi8{%YmG z#ra`5&6DhqR^5$Q5Q#5)WI>yK7W_#gCp;=2G`4HXHrX|sIy+wSUpnaYeXTTn`E5JS zJuSqg=Ukts&#Vc+%3?m8qgr38yz7K;7VU)1{0597CAB_)B{EzHo~gfpH_P~+u4$J%w#J7e$d_WFQCLy&dT ze4baF_7Q#EQxEEPi);NV#!>Z;%-H?JgQH6h<;oieQ-ED+s~QnT6SiXS|6F}?#IZp* zp!aJ#ufCR7tdy_|>b@UlQF<7M7`1!kr2;=k@>OZJQ_W)4P;2C)ibqTCuNN05pUEU^ z=Pm4^u0A*U9I~A%&*)Qg#_Hs!m=NZ)%Vyl~ zY@Owu4Y}e&aHJ63Zd2o{xb%O;KsQdoc+1(;8YQ>^hbbY!Ad;k+w)|sSF{xSs(~4KI zO|eZArs^m`==oDfiASapZ}I?2&mNOgblB)(=5NFgcQkpg<-L%xf6LGw*(%bZY{{%d zz)T!=DhfTG;gxTWmdc7*xZJVqA)Tk}R8*p1__*iPs$7IlA$O6v^rv%|$O}am(R>|b zWX|#U%b)F7DvtC(<@x&e#)2pU#Pg|t;vd0#t zQ@lbZqcR1HW80pUd}+`Z(7ashn5t>oyO2yxD5qW!hor-6PIgh*w0pDmomMuc`z=8H z(KnAg&;svnzY+9)19;N=6zNpqJziVue>j+$CqJd^kypF+1z61awcLYaNcJ`b@2p@B z#;Mm-qBdK5X}90~xaS&L-EkqzH(|?>MH`kTB!#?b3=r;&Ay{R#$aoyV@5*z zlwPp^;powE%v_^ACgL#LFcGBunZ~@!>j)oFF;Fj06aFsm8;S5H)~1DiuIWT(9*xr2 zMX9wThfOiX7pcQ0J5rv}2x6AikbG&kXlAukQNT zxwnI6ZZ$8Czv52_2atl_J?+vp*d;ps7hYV{#`O62H`Q`$Kh3rc5XyTWY_D)TkY^Dl z#@V#XN)zBIrlL6T;iZ;zIU8^(1(x&@{np-|O(vd8r>x>bmJVusH{+A%s*UUne#W`i zBT)U^Sn4%pGwx(u>JzYGWsgpA^OQ4;vTD)I?V0H9_}5~6h#%?anrU6IT-;TS)w&NJ z_`8gr-L?0r)}8}wmQ>!NVC)~QQC9I_Z+_%3$BF58A)X~8gP_xK0H3y=lcTjE@j}UW z%9>|Rp6gP(v;O|M-HtE*bOU?pyPg=fBoANb4%@{!aprBi=cD(JD0vsZ8mDPyuQ>{s zKFGwU8k~&OE*{Q^VEVJ6)klSs8a>oMI8Wd`nY?qE=l>7ajn2pMW*Q|#4-R~jZ zp?R#D8uFHBu;o^yYbJyon3E7S5q%*?H^^g`J~hWMyp z;<=0n(Et{He5sG!t}p(Cw}Eu$s~D9MkC2s}d=~|+m7m=1oVp*J+w+z1>7m^RYF*no z5~Fnp)0_v--6%?@YMSO$MN0IYE{o}v$*2pNSoyAR0$>dl_6g;r5s`vQ#MLRpq(T>w z#aVDHgNL4K$~dz0x~7dkdCa$`9h0> zal*E_jpEB!$iDOcvMYY*)3|Hvg*HFu{yJg!!%$}2Wi5VLH;d785ue&8%-_W6;b}XW z+cMK=&Nf_mr=Fg-j<3?~rs9{iS)B>U^?Myan&>>uj}P%Iy;6eU8+Opmut9(1(D*Wc)Fdvm`9(s=r=iAYQP0c z@?EaQs(xc?xfs>4CBB?ArSor{H_>`mZ{llDqv>NL*%gK!@XDF+;+Z(T&%ajldz$N| zaSJl*r@;{tRcfmCzZ|erDlaei2B*ZYrmFqRzy8&K!50k-M;(bCV*&5X3G`oJ)XH_l zflv=3O~X|>bJct#YtQj(U*XyLzs6Q7c(3^H4Xg8GE6;@@GT#`H0n-jn*rt*d<2Q%U z(HCYmE!6Iv|5~5@n9_ATxI1XA8}dTE%O1+cC}0z1orTB=uihBgkc5`66lVePDiZp( zW&_xpJCE2nth)clyh-BuS7^1-;FR>x6^i8hZhsqr@zMsb02DHahxGArXvfe<;%{Q% zVPomG%bOf0CZ=qf#-Qr9I%4Q}3FS1Uvj8ZduD(9OvsVUUE%1G7i05)H_$>YuZ)n9L zbDx29eW?XdtRC9a@k7$M0Ww(wfd>wVPgEK{Lbu{lF(lZ838adrtKRsdF}3;oZaK|9g|$!Px##xBgAc?Z>fE z7kDA;E!&O!8_%{9`r>Cu>j4}1g+LM@+BV-0$223+1?fR{JP21x=0cP>Z`;QiHDsVf z0yf#n_?zv?QIJy*4W{r_RgQ)84T4Qz>16^+Su1RFjP6@bgGQu3j!jp9X*mt4%-JlbMnp` z)j#Ber&@lO4-$c7`(LuaKOdDP+dTl9YAgH~dZp{^xj9@vKj|V}tqOyERrifx@U^Yp zd|TT9Ly(PjQOj7i9(90+9t~~NJ9@1(P={p)6QK(3@a0R8$JR33|EJCmLpm5UK|JPs zpXb&O(i9fvfKo_?kJIgV2x;^cMXPEsevG?FYl5+JIpXByhkq&0golut@%#IP-v_%Z z#bNHP06u}&lwZ1B4Y*71UaJ41h0R3@i|RrbL}TIwuZlgHHlyjf^n4n?TUgK( zk3+sL8tzzhl$e>X(D_JK4!e?tW?5{~^Q*Tzc_R{Tr+Cpme_e5Ikpi)77M$m2fARH` z4BS`4e;XM>BfP7O%DZz>x3ix~!xP{%-PA0ts#^KmtrwFw%c~78zpked5lO?vHxoj- zmPy7cF@@8#M{>}cU3ga*u_vV2a#~42Mi^TL`PSkmrmOdtBft^$4p0d zBF$ekyf}R_H)+ADPM?=>-~RsSv17qf_fbqHzUbAc$z~bv&N?6&nKvtLd&o|2!o29h zR9lvr%K9&NbvKBC{4;6?{Yj@*p`2`?lV#n@uGx$9c?zOKr}v1>Af>gea=EJhXD%=4 zU<%^JCo=^KG`9t?>ggR3Fr?aBH3&mTYo{JOq3O5h%HAb>zw37)xB^?Iww!Uu_gIMBc6|0ZU0%o}} z(bOxK&)99z>+uMB&@ohes^Xl7BSLqt%rv4cb4v4u@q#a@go@BG%>_V~<)sVf8L8;dv8QHWusif^evz_<0GXF{TaLSvw>}smw`zIl01=}Rqoik0eRB@rZq~l_DPrH*} zz%Wwm>#hM}Uaf!JiHO*gpa)TQir}SI{>~~`1eP>{666NZcFf=P*~>%xoHam!Nb?nQ_9HJ)7==szr-Y!FSqO;0 zza>p@LM-f9ogYR~s;ss_IBQcED9%?HIZ1pOC*x!laKi2_!<(2{e#|ca@(W+~O@#8H z2yY1Fj2$uC!aDmk#o|3+D;09Cb>!ligd;1@qsL$FSAGM)HtXy#5*^U9mo>%f=*duq28&n%2;9^-#Ze_J)JyJf zgU>ArnOM;cythMjySBf6v``cnm$J2Qsn~iS)}ji!sHH!yKX>ucmmZDD5pXI;h=yFO z4S5mS@`--S|57RaIG`oMPbn+a&dyyNc~KlHQ1#2igS(jW#@`M!fQe7nB6KwL>z-i$ zmdAO{$%#JBm$dM?z7b*?Z3aqE>~B1QfK4-Og)|)=V&9z4MsRuJOtAc&x745=O}y6$uM(tA6AC#Pj!?Qu;`!o>-=8&2xgpU^L55;S?oDHn)2b^P8-XoK%nkDVP|xJL$0UUj=yjBusEGk z!_h?9Lg2$(06=?YuP*gqMeP~;iy?@@X&e+z6Hr0bb~3hGgvc+y54Ocu)GGk@``XC@ zpGytCY4WH3kKRJuy|WiYI$=tY72 zN-3*Hu*Mx4#F{k#jwBdZa2$vAX6A$Z@xC6ViPZ&Fi-91s+%g3PQ4G5RtHBFfW&#Lf z#mJsAmhu1A55rq@YV?0bMp9)-GI@6yydi*1l*rWbn+c05&q&Z)OmgWL1;2Lu z=>^cXd#^axO*@5aJh?r0`{m@0^ZY?Lvj}*_WoUOF$%-F|DJ z-slYDz~$NMQZ3RitXnS(r~31I^lkZNp)b-{+G*jr*}Roa&%%(h26{+0M3Lm3C9$Y6 z`81n1i~~^^bCH!P*5yCFkyH}L&bg0vTxn`Lb=PIaXV=q5cX?il4XaxIY$_@$LT~vj z!EC%b_-WHm%h(@8vnG|htzs`e4R~yF2mNPH@ZVoUH7eapzKB!1@>BK)Qm@_{=Q*n4 zzOdvk@h{l=pS2PEprta9?rfD~d9VC*_Wgsd{UQVeKTX~IZL0rk7xR+lVCd^o8mDlb z!~gM1{=0y-RM>GlN6I)}mFIuI3iKJ^`k^~?FJJlJf9)z&9o#(6|6^_*%<4qmf7s#B zH${W)`2fhe@Ulpz*2(mPk8N{1uVP_q47pnR$JA40A?(5o^pg;CxTT#}(9krtD{sKf zx;?|NxUjEb?Zvgvkr}oDiXB~b3uky1ZKjn9G4$*z$+0>eUb`h@=2XmI3OIO|*9egW$uV;xX{OX;v z<8}{=GT#~RB~EwWb$fyb9b#PB(WT<@3A6IUjmfL}Z39@oR#6cbID3gukXQkke6R5q zQ2v^LTsuy+FQyB4)MX@~{Wbw8WCNq=>z{bSuh#3BTKvJlj46cTQ9n!p+D0PMe*qqp zb!45u`kx*`&-x7`mW)c>qM%A@18=guPAQqWC#dJ}>C4f%v2G5NAO~Ls|63x+C_bg} zNyQqS4W2xAy#M!G(&z-zgQPtw4SzZhW%AgN;<{Q(iQm&!R@08iPA916c9X@4N@(=d z0AGjElg*`^OjY+XxuBw&=j1G5+~)7Tf)v(e1#dVf&gx_ew16P@ zLU)FtpwoV2SA~%DY(p$B04p7b1uMTj1Hagw8K~y55bK6QW=@DCglKrD-vUHZ^VcsW z<=XGanpQrU9u(cLw23Xuw62;PcqF6$VF4djxQ9qBFP|#anbC#WN-dPSuyiTP%l5<& zZ`g1Vk~ghaJ_7$47Ho8U&I|QDV1qle{6Yp?gis#e?H1sDX-|&0@J{EeE|3Hh5!sNS z!1omxSXyt!@y9w|wkX$UhSn6(uJk2`)4+37k(G+yhVXVGc*Wunrrry{?a2sKIu0$P z^?NnKHLc=};h7folS1+NFKpP>1=HRuNuE97x@!L(7^PS8a!qHbU!QC#j4~D)#orni z7wJh}I5WK{j-o|aehx$T_Pzkmm1HND*nN5eD23=r4>Z4{K;=mZ9Tq2B2CK}vEw|ol ziKSgcZRe6Oq3#!Xhi|^qT?4x5X8Ld~1)Pm_&QM;=vq7NdkCIohAgXGC5Wh+E0Q6b1 zQ*F45g~5RA^5Ed!b;YeY+MTk;(Bx)pYdKo$sI%vzq+HiZZ;6*tU#D5@OQc>k>kLNx zxW(Ge#K}dh?AB#Zo#ep@iBUcB#OX!ACugci9*KcS1BuLh#({w<0ldLi(j$*}P6RJ! z-xTnKn6IlpAX7XDzRD?1v1%rmjo8^EKZM^1FXpVU-9)?oD{ zAe1dOx&>u>J{#Dd-4X_G1O&0snYX)p3mCOsM>LObuCGWTG*%1uKS7W2u}LPah3_WH zoFZ9O^yA<`oila>=%1Agl4}B8`Ory5xq@Vk2*$fsTE7IVAB;Qv&_OUu%>FNXq%$uN zdnEfK>H#D=YuZjFvwV%gJ0Zhd-k)8{8)8<9%yx z)Rl3_yPc`Mk!E`n)1d+*+FHjn154s-6_{N&GnB7&W?ISQx7|{0u=6L;O)2(H^igEX zOMq&8wKP=tm~V}G8Ye#Kp7-KG)Fz!&We9UXOuQL7R56)FDY!%}=QFH~K~$+Y=*vR1 z>x(_$)uen&`QZcA@TU(H$vx#zgn0LCkBfg&lH=Uc!Odq+Luo9?`<7(gs%F$Db@}8S z<5c_I{Th-S9|aMZ7^i5KIJ;9@Jq^#ti+i#bp_4OyGwZ&a zo!8E>l0*DuyeYcF^(3~tFYJh{UsZ6H_)2oh9P`vlN8wS44Dw~gIo5sUyybfd!OmY5 zd&+>&L6Jt>rgOc@kiq_1bwi>&*uAPrAdcitYtO`3w<4%mG>e?3u>;`abYxOks90mk z*xJ}3yC}DM2~ef&%D(*>;gC#(S+6pYp3Bq~{9fJqpts()_X% zvv0c@4Q|AamE0cn>6W*MV`da=6(cS*iQRA`WLgF}d!H^e_9MOTa8-&|G zjID^6S$iMtOtYH(j2u|Rce~5K(wYx*i;lxiw6dMrZP;L9q(z4IJm%MS72^DG%`X2X zoAqT14gV`}IFYj%i}TJBtH9_1u zm16*s+Zkn%xVm{WCy?)=t%=JQ4QI4qLJ$;G5$c&D#x$+JNVRmSVYyX|U67Gw;mbi* zhJ=MP=@VCbY1Ej3BcZgZvYxOI&@PmyjxVWNtLU88pSODHeuG#TX@=9ql_<-2Dl1x{&A}kAbm4w^iSUY;M=AoOinW(cd zWBVKYpl?P{5N1HzsRkrv!E=FzI~#g6-T!jK5>H+!`H#hrb?C=paOzuIdp2mK@qxH4 zcG^*sO4B*MVDszNht;OYy9Vf{ZcQ&vuRJlcnn)1-HmnD!Y+zz#oU)&tU$9spr)*hM ztTm0w^YZ%XRAgg)3ixZ%ykYXctb&%RV2dFhSBex1Vqj5`wXc`{H2TsI1_v}KK_<4n z?2e&L(_2WO@AA2)%$ql>$gH`;-~(p(Ne$j<*My9c zhA`U}(C_@6I*k7ycjVs8^8V6Hqi6$JsIhrkmhV&teG4w)0&%MG9g#Pn7?ZO@kqVI$O#4F=A@EC)KU}0>zzX43-p|j8=-pikbUvCd^$<-JCM@V)GMrD-9#a}6qzPwD3pphx?kDKPmMtEN=wM20mb32Gd~2(g*`@F`sKC3z zwT@N+8^#E3EM?XPPt15byewyY=ZiN}ZYuyr<=`|Cku|;3RhwAH0HDlZ*GH5y{*{WV zbDzD6duCm!&`K_Gs3D+b&sxQu!51RY{mu#d1)?Kf<@q_z^?yrVi&f(x8ksFmfHcOE zpEZF|F(Zok#Wop{-Sw8Fufga)+9r=wgD~k`wO^4t2h@`a!b*K>Yt#V+3_$gDs|Yvc z|G)ut%Kc^*Ca;EgW-XkV!90dp`xq-uKsZCwc>CekX@jWN?C`Rs*v6aujx?$yMwtN+ zna?zQUCC-rUUzx=wRlg#?atn>4Pq4`-_8>KzwFZV!|EkB17kZa+`YZ^yQ6{9CWj1T zVomNlsdDp=47B^^y-TV)HSVKgsScibdL4?e8J`=AmBU78Aq&m}&U_8xm!7L0^?6s{ z`0HM_8=KM^1;@D)wqE05?|=M-Omszrn9Lni!Pr|a2aO_zMttq&`v8-hkzo{;QVzW) zOn2bS@3Ptf3^|B%doC4cib0 ziX3ZcKf$3ed%h3K=IQ#?cHtGC%FbBN^yhD^sQ~3uv`p!4a+|ofm$BCB;ocLPF2_Gm z`<02bo84zP5QbBCoQNnJAVst6s^hHFtPgzx&(g`jtzhtm%RC{$dVhC%lD^%ko*t z=gXWcv&c12LRYP|bZ6Ka8!^uN)TloJf#*T;wT?aUaanHKwdXBM=x*N)30d%^KXAuu zKiApC#ZF!GnVOkLNvpjM-N%g!Uu{O1*dAE#&ndT#d-CxD(_+@%ie{-6VOkzBVb`4CUzg;qD>Syw6%} zPRSwZmCua@6!BU<3&c%RAGZK|h_(0r`O$FBI8wf;Cpz&fbBqy*_rM;X^*d~%x&l_k zS`m18(o%=Lx)GZYv8!5atjw=E`e;>fOCw0Su9D8;uMLEcnJ7y>mFHVnY3+Ch-gHSb zl5%Jx1j7GMpEH=Q{6DO{WmuH!-o~whh>8NDbV#doHwdUmW6_NaUD7cil1fT9A}J}| zgEZ3JjpQ(N4f$TTd+oh^-e>LSct5<~=9sk(nVGw;>-?YR?;IoQFBk^h!+)K zCW))-GNw&W*fL~U;K;qM8KmF1?7q;VTdQjp;_C@K*Pt%s)1XEkDqq2kP_52qLac!G z)pBSr$8ekLfRc`P_tmE@r3DJ^69j}0*^Wr!<^9XHLGG_la4h!AC#$Y0ohbQ$u_J)h zpJE`uy8Y~wu!&>?)*JrZ&4K7LopQA7&3&rXJb0IlVCj${pwRNS;=4bn99#7E(!;yo zr1&;UFj!uJob@0tpuPjgVCJ&nO^*vUSFbiv^0lU98U+@y(d!xw;S`SIwu?^L%j6f9 z$r`@>PAHQp`whZdBW~rhCMU77 z)G@!yJ!&D@x4ylc!ay}O7bl}>mgb*?5G1Sbe6)8arsFzRa%x|k#p*o#?Oj@H{Cz`98k80i(0kE$P9L zgU;8C4f-MfSDBP`CmcrJ#-CkHQP6mjRW} zOky^Ml%$_KiF8x%+kH}Yd$=RYcK@hF?Nb1ghQ&qYJA@$%{ANe!;I5OS#nGCbNnv`3 zJ+B8z61e$}(^3kIz$q`m4CJf#D&g15*9%F0ufk*4valPA41TIO_AT)0M3KyoNqev+ zBDX-f^|kV`yRs4-ztc=rKY}+WD}O2)4rDRgvoeOn_sYG-TQ*+SqqFj>LW-bGKM(R` zMpZ4h6aki_mt-O%KR*H=>soOJ`uoF%j~Lg4Z3dl9=V3&1%(~S&b?yfXD!-<{?$_e< z@$f4NVK&&_i)lu0i7}97so}tuG;vFbCZQQs3IcM=*qYWLeqwffymJhvY=VmZlzF78 z0IOWY+!7gUjo>_{pWunh!MX`j|6_&PdJ{`4$7YiEPUE0Y#T+%ZVypGKk|X}NQmc-g zz@Y2yfz~!OZunxM&QH5OvgP^TDm>7fLL0^+?Cp=h&T}~O77OHjRcD3l;c&7!2oM}x z^NccHR7=9(yYdNGNtn$5b#0T?%0aD++&+SWAV{zrhI)s5cp|}@c3jYjzM3epK%bsj zoEc}>?rXZ%zRY5KJLNVd>CW7PZuDqi#85GQXRgFY55%sTn$}COOc?m4ng!dD-<8cC1dm_8fp=of@UYtFrgh6AwqHJ(GwryyTBlT< zg7oU3GFaNVs|8jE_U6ZS_bG)AOW-F5r8YSqX=Re}kMmzNG~O2_F9Y`0QHGcoJ#gFh zg9uRs$LBRi7?-|S;V}9|k9Ybr+5dSizKqiPJ^wrwd7C_tydC1TMpSp?GclweTPOOK zK+?pphrqA{4Ng7T;b51%k!q_%ZLrXV+gBav%Tgg#&(#O?UFM^ID0Wm@&)a`C_Q_5P(i_K9&;8&Ib+dz-UaN?b;V8qBg3-3zQgZD zj*4S<T}V$ynfP%{+!KMOuB@JAGKf1j`e3^y zHXXV1iXq~e9J4p>yEn8=t&3O*cx>e6ZhH|J1V53BWdfhKKC?2i)4J0X-usy8|0*5> zI~eSz-;I5h<$o8dXM4V{tbK8xSEwL}2AJy#n(i}D5-QgFpLqA?pTuCfY_l6oR@ktp zhPPfvjz&&JuW7W_4}G2r-nK&*chDGInR*6r*#S1xDai@m{rbFjNxanJH8l)RqIRfR z3la7x->5*g)~oT8HlRuKwaRCA?0;?D#;6A4i?9 zkeLdU3t}PCiyy`l7K4J@tcxrmJNKVu$N_p@ZG9IQG7lyK^U7(>%#`h53m|7g9~VuK z7i-$?6cfDy|Mf9rxmJ{#saw@?;@KFg7oF?RI_9D|Rrs!OTN=#?O5e*B7-xzIVTj|R z6SqTN4saVYD2d&~DAyWBKrU**akRGo$uk_W2l_96@!xO5xf6io|Cb`}sJM#^M3QTY*1WSrs zA;O;sthys%q!|T_)k<{)q`u`Y*DpS7xd<-Pz%Ez)jri-Blx_ZNS~ z(UDQXAd8=(@oif%Lmoj&qi+i<8M{7w$hoyf-&fJ}D z3}9apwwR;Q$YX!*kLtqN_}cJ3gPdAvjh?^VS--jSK!D|xpYE+JNfNtF@OceIXH{zo z)t#h4bi>kYOgCj{$`1O>@R(Oest?s0Gb_a<=I=y*D}RiGK-L!JYmQyI-0l-qx@VE4 zZ~*E}UlYRl^^7VjYN#i)s;tza0&jwA(Ih+qgLt z3z%CThCOU6_ej~OMT*N_S5p?Jj90bk9H`d!H8d`)OHP@e819>67UyaYnT zHK_7gOOso7AL5SXNt5z zzv|RP0FS@Z@H=zm937DzzkC6XiHe-RL3< zYjZaW-$A#v_Io5o)IjtwmCtdUY1uPj0f5Tj)o&%kw0MGkX~BiCDn5%mn<aCv)G2D_iB&rqk0I;=t3eI^ zSPt8267TSrYDv_LLJrLd>uDzm>+6S!k4KZkIN|ZxToFm61m1zyo8JVb`jBC92I>%q4TsnPCku)B$20rCMF+*);u_?B2H4(sp#35>r`0E#U@ddwl z7Owt&*T)hd{LE6XA%J(y3*#-?#Xkc6{RI??3ij?PI#(Zr3ejQx|Hw)^+RN zVr6~HaFO0$06)vTr9p*zn552fIWsvc{#VpG5Q4-^M6yg@UdDI#ua^NgP8Ex2(G<>i z^vWSf&P?HCN8H{8W?WVESHx3KWVjcO%xQ!(qL4aflOEX@aV90FX*cVH{6~<#{z9=N zP5ckr`4>-2b(bH=QM}tP5O&od)))ujw*bbt@TDtrUYH51Y9$bkZc#m$?bzxOIZRk& zXY3pY@ySjwSW;1GeMY+`S2#!O0fFk^KEjbB={?s)v_J>CIpK+^K*lTHh}FYk-I?L> z6`*fJf?SuxO_sNH1=c{njsb89Zj)!Zn#?R}HlRZ!ZXJY#ZxwbxT=ssJ?Y=mmW(;e$ zW-WUYC}a)ZD^4uytN#hSlDg0sjL*P?)x$VeP}yzqw#c567@K#yV<|&vWZV6=TWM4?MH-mpuV!uoNWZ8Fn%>3-d(y_|H z`Kz-L^I9D-IBVsvJB?mHK>J0Gdt^4lA7A}48}!u=%anB)yOW{Nr67+J>a&^vWSWJb zOi=Yl*Bx1AJ<-!GNg)ku$bJbXlVSE5-tFmezwFzgq6|CK_)uqpz`!Kf4@4Gx;fmje z2615U_+bv&HpabH`~RMesf)yjJA(q>SO}298WO60G?k>6oZs^-SejUfzsHe5^vl}n`Y7a%cM zg8NwFfCZ?bzGL|q*KTt|Bh6BHlRrLeFzbbbgL`gwj0MMV#LewrLnh?J*f{99)wEnx zgi%Y6vWA7B(eVsmnB}*x6y@GZIhPGWD!G0`1d-sc9qOE|srVMwjhOf=C=JP9#T{39xO=ZUO@;JMg+Ds{xqZdgTXEqYRDb`iuN*AOkSuQFGM} z>NzP_=`{n~#{*&VevZ22-32!H?VGk6mCH-v+0!tr`wPjtj>CPF3-eCyAQamIzn*mZ z`^HkaKM1t+x{4jk)!>KuR}*%@(rjf?MyqtM4@$gNcE<5^d>dNppgCK9^+-8?EZDEN z6r&orPF+^i<>D0MEZmOm%*{?F3qMUi-E?i!SUN8rJ1$s9r}MN5=Nh%eM}?GMDh>M$QJ}ADQ{|RZXASgv460z?g}jH z>p8)v70u`ld6r-+_xH1^40N~na-L@;$OoP_s?`COW;`&__6UQ@R9HdnLH4iTGb4HA z7jdsnFflS8h{m1HR0^h%BIQC!XBIe&1cw6(7oPm2KF}YCg?lL(!^@;WR zE8JkXw>5$A-VcuO>;XdT(}2Q^=l+a(xU)x~dx97y2}{pK4Hg13NZeCGwI4e!hHn>fMmPC#Lr;h*b3dzI$xeSc5<|i+MYof_8wc&Oz~WIScpNgD;`Nl zyiDWIjc}SWTMJSySYRaxvBOTvo-lWfXs@YWPt+;0x7qk5c#Y^#m%|~~yE|`CO_s`j zwZBRY83jLh)ho4&=wD?-_6| zQ}GJ{@T~eEcqXx_N$r8t&KM+Z)#F=o@%aoe$$G2(@u&!lI18NKHM)T{_3z^1Zv9s3 z&Y+Xutjfw)R9vfxlTafG^{2+G*Mzy0@yDMzk}u{8Y5Chz7UTNi6my_;DGJbB#RJk= z3el7r$ErrVK$nDDsSaxdK5W6R3JOTMvb4tJ_3pAk2OJ>K51iu)*5~Vq#a{1vbgm?mVH#03 zID78maLrhkR9|zZCNo&nH%U33JXgB-+>JyD_cp1W0~7#B!<{#@kbnWPHnJbSw4aVZ z@sBzax07Mk+_DFkmGZcM`WsGXWeKn$JC%3?k?-NMtH7dOHbQi8Pe54$bW9!lUrW%O zSxQSgW=qq69=@-WCuXu1>K#!J`ZrhZRS^m$?smXPlbxr=*Bn-k{X|j>ir3GKxb}5e zejjdXkyov%wVV5uiVH024fZ=^o_wD052;g$nQp8917EE~bw!>?a0&1)%YyAKv17#p z*uyF6IeuX>;!t0iM4lGD%a=3$X->&l@^gI)DhSz__l^Av&SO@+y-;_ZfZ;8lnR@GX zS4d_}F6iENAfn=J_}G1mN8w^U_g*Gj_e<~i)fg_X5EUAZ6YE?~p-(FFHiScxZn=rH z(Z?NIxx)@d*Kl7P*DiD0^2XNg=_}PTN#F1e#-jKk)D-r*_t8y2dLIH6^U^y0`d<@smx_AHuMaZUU z^cnb<1sYVLTJ~>`ERI2x12%JthN`h2c#O$CoX|P}Zrywel}^s4hmAOBRdo`${xXpY z74B=@Zu57HPlF?SD@&t9=TVOmP_{3@(5jzBnKgrI?^@yZJjJ*|GHIsG)H@q}UUQxj|La@NBEg5wv< z9_Ouy^p{1e4b9nwi6j}=R?ikC`7i{x>oPA;2}(x= z`2KZ(y1l*`{BS1&D95iOVpf`Q~3oC}~ z7vv>Z_fLPGb&Y&&YXyqis&#|7t$X?PN)M>l!(|t*9waPbYy%91JI+4B7kc74iTN9& z{jGvgb;BhwN!E09w-<^@zYY7UpRf&UcZw#4>Pc8CLbe-7g9BvAYg{j!>yOa?E%OuM@2is+z2t;50Y{U|!TcZP~ z_fmT_L|ut;U=Xrm*(P=CD>pg%&Vh?NdC1XTlE~H==tAyL^K|cGLI~IR;iq-n=#?AD zulj`cFW8IxksnNgm>BlRd(<#K6@9(GnzQL;ByW0UwcyEc=!2Dr4e-jpNOHdZU`k%S{y$+6P+Ooi&`OD-GS zINZdieKxwFW=j`ASRl0O+Fu&Bc>ZDgYN{xf!#oC8Tg;)lctH*Pi8hw}?CdbHo=zV9 zpoc>Au)9caaN10;%<)v=wgqzW^hq6vGj(*g8T@z>7WBAwPlx_6T0Lo3RAeB(&{Pa* z>#Yvc8EE4kTe_Gp`Ym_bY1JiqVe z5H(q#qH(O8$7hjs##3(34p&4ob^6iL>RE6^#?kRq*W`T$-eMU*5s!U|uU1f)W>)pu zf7z?x7Q)@=ey8-E;*x{PnxHa~)wFQ)1k1oYf2)*{BQ#Mvk<9LPP*n1u2iPPPV`22O z7byZiyvpnFGv=LRh_;;S6z+Wk@%=m0DZmZrg?`VT<`)f?zcc{z9lb-Oce6{k|!bSgIkG}gatDvffPm`L@jszFZyCQUjpR?cCy8D7 ztqYi1(H9v!zg7>0M^vBt(G2VWi!6LC-Mr=_3I9VC=*uh)H*QY`2sy0B zsPzC3-solV8kJ&~AIp7A4?_x2>r!E=e*IxY)-O;a|^*{FLneeSSi!Mjt z{S-cu7ga?^&FxmahnYuCaP^ZeLZilO@ z6Ct-#N@VOhT|Iu<=0!|M^*P{kA+&M6IG@l&utg9qhVI+a=StR5I3J7TbW67m?VL6} z5Vl_%q~j@JWAs!%&@mHO9@vwsZpl8&O@8|}vpV+Yqd#x;S+_i^xJy)WR-GIm#-|23 zN7i*oah#p6^Z~3-kxFmTYU3(Q!%xeKhb^+~;ZKWRjnOF4c^YE}(;#1r(e#pHb01q> z!>|f#q3K;&b~D&7Q)l`+yR$F*g;lb3kd4*kzvTpf2OvN^q7LuAom{mJLiun205i%3;}GeR6D^wg&NGQ#wa??t0@-!p@7>yfgz zc*NB;kiipy7`)tS?-?VMpWaii0c|{0?cX1aL;VW=)Hr@op@2pClev8I-5VbByDwm* zWcqUXU^NK?E^rgSsD2HJo|lWa_EN&k1oJ|6_FOSidL{>92t z^sn%5Xi0Fje7j2IbSWiQ^%MnFy#gDs0yR&m)yy=xZ70V8U$9`X*twHN4`7PwA{m}> zOW;g1@12nLjQPBZ@J0g4jtAt zN~bSqVBJN1-IHDoLa=Ra>Le{I?(0klOh9*8Kmv1iwdl(RBHAE1h}JFvda$KX&}-Sh zA01y5uHRkigXl2vAcf4;m&z8QoSD$B9B?%(3J}t`K;tl^6A^M1rSfA?g1{Ja^{o_~ zrx7ICAtivr0O@bMsP7D`EGb3=S4n@#(vR4wQ!TC@V%2Laa{=~``7Yo<#kijxkDc@Z zh)d!_j|U)R_-gJd1veyafebnk?5z|E#FW((H3<=c-Q)AqVzx_iUMU#EI3-_0!XbNh z4Y07nfU?L9g43K}xXBarYihdE)~FarLvc`8l-lI8#k4ISxZZ|of^u!r!H+|lGr*AD zv3nAIhz3FygF_}T0(y&YOshNM;RO%JAP+9$*`1{$lVDY;a>Ck~FEgWyKtpE!Z8a zV+bApxKRlZ(Ue^h|6X02Jh>`54`&xyw1q`u}i2gPe`Sh zpJIRr^7-b)bte#ceWrHzIb} zqw|U&)PAylZ_fqDRqOE4OanKu!&abm$KPbFxS#ZTXw&K1I}2;85VG-Df%iY+T$f3V z67*uBW|9n$VyCy-fb5#FF2){gS7TJjDyfnCFO#!)kf zXlI~8Fz4|DKwk}x0W0;IOFZ3Lz@Ja7H_#QAq|yQQd)=fF90wvN>%|V)v>u;0&Ucgo z=HkWf6W_*eZfJZo-(f_6VMUA_Q8#0OQu%QZ{lSH#su5te-ktOc0>}%5(;MR!_DKkJ zgrbpEx?51QsKuRuc?ha~LSoSRLW&~tXBz?p*VR+c07YDX%cTaKwDOq>iRJ=OWg7+d zk4sNut^_7oi$e~6N&YK=#>D9{rh$0*zEv|WNS0l&@*L}NbHuu>bHcv<>b5T&GZo*9 z@^o9CX#loWNs0KbH0546vmVE)z>` zgCUh!NaK(9-aBI$SFBD87ksYK8Crqvz2W#UKL?!SQ%|66-AtH+6GuX_IqBDJx&%-H zA>Ux;-Fpe!;_)W4gqvL8Pr2=1p5S(ARfa`8?oULAy8$uT_TOa+3$G?ZF_+={?NsVG zTTZz&gFzd_?dWwo>S5VeK<%#n zaK~ynN+tD}>zg6OG@xvNd!FDVSrLyDUT#jM(XL=z5H+0iHQz67W+L~n?OhMoOs#OoZU+PcHtG`rg7E?Rnzq{BUgC&JjfQO1 z<{|DG+@j~?R88?r2FS7Exwj)&jU>`;HQnX_(t zR^6nq9XH8T!?mTv-v07*t6P#CN1z^C(*F{lp;$!E;7lOM!IbRfd*tO*4< z{Tb3cRP=>Mqw!0Y`mL_y%!=HaopuMJn`C-VmOV*RJqFF1R|5*~&gluh?bO|tp&Jwp zlys89r}@w;FceBR+#M>5c6N%Ia2UCb^}>lKENx%N3l}1WJU`+h22#~e9%YLbgsZsv ziJMDjJYP>se{d$(;~_#!+8Yuv1QG^YiLQ*(gVfi-I?Jb>u4}|24gZRd+7o8Hc6cy5 zp;}NM6gb(ZtOMb(2iZ@3W>^|D=ju0v?OqszF$gct7(n&EHM(n!bLc>HKrg>)I!()@ zmza^smN@o?MI_+CW+fT42P?Eb38G+ZgCs@+L2$`|Rgh*~DXI@SGQevMIW zV=y+R#hZ6J*^2_3VC_GdcTjvzYL=^~XmZ%O>6%aP9WIo?qKRSp z2WobZ$+O`W%1M1TD3NZP8;78YgwFg1u9vsJ4Tn$oPBq+lxAIi@u8<@)?hjBpk-eWr zN5SSeA9h05rL@=)T|$*gSvbG&A)4cZQQd9?qk4X0 zo<2}9flJu}$tK-5xoE<1hQeUVWIv-y3&;KKOpFYtXA8A6*kQw)xr#q>Z(+qBd7*}h z+gyVBh!DuBR=&;3h}YWcCt*9^adEANef>M2#up;);7u!w88yEv)RxQvO79Bldp8ck zpYanMC)mycEgz=xP~>59M|=c~YuPOo7s77jAU`rD8H*Y5lx%`TsY8@ZcXm!xkP?T} zy*rL)AcDvgiQL%4F{aM-tSJ$U5vzEDah81q!; z`Vqa;jIu3f(ZrRmD_7h6EWNCzZbUcLQ7l}?-qvI;jCH6+cLcaNoqIS-LIr){TaQ3F zM|qF!Wa~tn_jpoy-hRJF&exR!k2d6*FX&mFMlgmIBQ$P+{U5%%tirp&UF*sqZ3en*YpbvIrWn*?F*R2ho_E1%FPkma?8Z4RI-He1Ia|)f%8i zq=?>Fl$DV+(|JjGF!v_VlkuFC^Q}LdY|ePdWgkyYBjE)^izqCIpE`=)>lQQ6sKAPI zX=iy1(x`^R6V+tpym|!VeSLyRgsqVVzrIx`2s=#}bQ<{LkK9U*HT3yT{BQ*KnS+E; z1)fn;ykERfL2v8~IblKm6Ji{OySMha9>=}eDe6{t@3+B;+j2z?6H5zbtiaW}r+{ws zgMIaocT1s{9;?nYnm zA>B>2J5~t~6N#-8>C!nUhAAYo2)(aKof8Yq+1gRz#vgM$D0AS+>;+vR5koae!7USFl z1QVk~-PYvMR zF>(XIE!fs<{XwWx(#m0I(#nU5ytDpGRtR@TEtmlp!b~EWeV2uQ77s@;QeoY|x$lizpB4U^v1<0=M?b?n%%1SH)ox;I z_P=E$*2sGdp_wzgng)6-pJclR5c4J9lEbF8XJp#|qQ<^7!%Zz{WSiFqtRd$Y-=c$Uz9w+S zvJBOEToeU$s@XkUi!mh|>nqlz6>@GjluwfJiJ9Ejzr?aE98e|%$wVx)$Yq)12YY{i zKmEHfU%xb$Kg2NTf#?oC4%hqG-2ZWB9mmU(m2@qQ3pQ$fe;K2uS#RY&&Q*@KfGFmw zyLpnI7mZAG@>Ge&6e3vwpd}e|hd35lOy4hq`G~Q1rLG*OMw&F>acc5z(9ncw-rqZw zK{n4S9Ew+U6=|`5zxn4v_CK#rCBF3ba)2#HzM4T0kGTcJ0S{L#Nh#48G$Tv)e_9Qo zkg-tUe}0S0!t43DGBe1=X8_(B4D8&{H(zvv>6x>9&P;f<`E-pl>|1)&BUhBauuV-k zkLvg6iZd{NXJetE5G?EKcgt04`W%W;y4A1=pb57G4#3Ehht$1P<&Wv{zZ(oqWxfDD z(^Qo`7qb$8sv%<`U&_xb!YL(jWr*4K{HnD_jbDwSU^BHZJGr_91o|unY4}*^o0tv} zy@18NYl_h{jC|7x8lL)Zv!s`MC#AP*97#@>E&o*c$&;w8ljLrtxA!K;9SoBBAd-2l z2ha+JqXIr3fM;~^2)7V>1uiLfmUN;tns?gC0BVsMb-klkOnh1mIT(J)9yidKdi%cH z0cgKCP@UQUmgu;?-1^kCO>vO(C2kU_m85RfM>GYw!GYmn^H+Y-WpBWpZ#fTsaT`7d z#t-@;Al6-7!MljJdjvK-ydh%e6->MpK%)-hq;i_|^c6Mev-)2RmAzvY!1>B%+Wr^%hGQh#5ZFgc?s`O>XELL#o%nZL_fH zJ1)F0zFe*QW#O9S7O6R4vJa#m!Y1vZY(HG8=}sgX3h=h<0DPS4!hs+%cObVr%?)hb zv$R6yA(s!aIoM6;aOpL8!xs6N);)w`BJDtH*C-v%iIb^qNW6e;28oz^%@Bs<23RH_ z_4|1CjzDgWiL+>66q1Y#_yaUpi=Gc8cPOd*^LWv5!8*TBN`aIG#8v9_Jt#42b_kvR zTkZPynE~EW_kR4ULp&g>x1>KcM06Y~8yLdeSv7F75fVgz<_+PqD(4g4)kwG~3?H@nv zK<_{-u$A;NgP6QBuJD6xB~A0fW^)o^1H3?`f|{LAXXGw`oN)%N$;>AF%4xBR*$_t! zE(J-T)TxY8SemVN@8vFF1CM^q+5}1tC%_S<@Vw`!@YKUe#X07;8Uz52Y08l8lcC6`(9j-y>FBwD2$ios>&&`^H)fWXP9E1c6CZIly`5V8-xf=)( z5xLGZdXYP$N=IZ?-JZ9%o`cMML`@fHJfJo+-URKk8A@^h?-pA>8mRkLioHY!oH_@# zpn7IqWIm9qn;j}MLxYcuI!`MvIX58e1s8&)Q9&bnqME1+IdUt5;BKdH7IQ0nZiAsWTvV@DOvcuj`(Iy{)fR;8o(N>&+kZ zNVgY@KYH>7?t>n*s7kPv>w-K*2jC3v?*o(ON}eaP_D;X$m_S*DwrT*#RMlcXssllG z-j7NcPAoM4avcFV0&*Rhm3V;ffkXKj*i6bHoG}Z~V!8`4E)##j)_dPKKvMHtjLG@{ z>?@DZ;7|CVFCQUZHwG&OZ0F~(rBfjB@{&Y%~gQBFOU*K3)jDUMk*$y?<8!unXT z{Bn0TVIR9jPzSPL$D^z<&uv_wOv$wz!!OtnKc*j@SNh)IRw`f?=WVd^{Hi z`_A+z_wfBXI4vPKW(nm8_-ct$t?_JBCV)Jd1}Q8kX0mQiu&sI&{yDK`(&$@=5|{UN znJ_3+I-M%<%wZ>epDHD#VuWDH_e9g}KJ~Ya6;a_PP)Bvr|M)F;-eeE)7#swj49=k3 z+7`1HRFv79}?T(;HvdqLY$9uV41$!@;fDdY`rq>J8dlUg;k-f2jlJr*U>nr|>(L z)Q_xcwtab?)B)ubw)5*J?<#0_=74;EXL4k{LIHT)mko9RNx(!z0=x+`^G*qJdai#L zva;nx3oXt`Z~lTHkBTDu5%selE>jk~^sc&|@;)V@M}bH`(Qn*O91B-@zG~q`$9up3 zkMc@nUO`BIH@%K%#p`!L=nCI8+K_^opRKw|r`n+o&=J!Oj3wPxne0V%=%CJ=e7Q7Q zZe>*NY->Jaui!dr;!(sV*^u`Khs&F(-pd&p&Unc=l^WsWtP|Iev^Cy$10phS2i76* zijF7IcHJRxI64lIRGW>wEFZWCDW|u@qm;ZIiCik!`KG;YC_FcSND>ny&z*kSniFno zF`0~T8`>h+Wk0HJog(h5<=>mBE$tUAy0Iev56|Lp;y-kfhQ?X(fY~Yk@9&cd0@=N> ztp~u!M3Zuc&`O+f5J*m-V^7ynFL2fef;$cyThyIiXeiT4bBAnl`C8$S*+89ZsC=j* zgmfBP)=SRR6#_#HNYn&N|HhCQk}&@-F@zVu zgUW8jfA~z?ct<;;+bQ8S*2&J2?V_HwH5N_a)PMAlLpqFv4kV7whAX{Bpo{cPGJQJ9 zt#!wwou;E8(tf>Fg8q4&?YmDUP@n{-as5XF#B>pv*ba0Idz~SB(;{3|Dx{~ec(Sbe zcRL?tY#z-4TEH9;=H)#@Y zHK>XD;KzxfL2QPPML>c_+t~(zrVb0;y?|PK)MA5hvxH;8Z0_gQz87~X?&4)48Nbft z)fdI{Xxjb6Ld7kdrPv-1hSoLC#0fkjKI;MU0z>Q4nFJLj=&2Y!q1<#9{aZ4buFCn` zGu0@Wt0jVit!q339O}U9XP5W3GJ`};uZ+Me(_6|QN+Qb4=Qu1aOjPEP;>ka(9=@>P zJrD+@My0K?ruzg$I;0%M0!dHL+CSHz+35_Pzr}xv6X;D)|0U?!eZdMJBvb=xa6dZr zl|btqTFQ_{$SDmoNRcT2eqR_16dB$!G5<`r=@^ga3N3hs;>9r;O;C-lv4S5X75Sr& z8a_xHRuxH3&<&?7Fv;Isy)Gp&&u=v=gUl{Jm9{XlWnnb(Xs|bsVZ*9WEx3}(bw~%B3RMsT45NdCBpxu1)&+cY z18#ei9=`5|J#*Z;H!+g=NteV|g$g!(Oc-9MD}IYdyEv8i)3Cnlv_cq|HIMGCHHK5* zT1glhCdy036Pp9Y<8}5mbf1^n6`Z&1@0*NZFM*(*8+-k6@(b3gDo=v(*r#Fnk<269 z7$0%Mbajnb@UTdBwV768%R`DvUbOyaJMs66$7b|O6;dalc2(ctI)PQfcj|xX5O1a+ z9Rkzq>=$C~qC-UL)r*eNBMtc<@G+9dE8u zM))metv^W+wa>R>K$d4~rc4rryM)Iq+K7Ce$&`_C>x zWw%rWIxf-sq_R~R1ECB{&xBUVE~uj8I$2`+ru-Wc|YserP)uPlXXgf>9JRdYjCspen~GjK=Ovmb%`cM|wYIvRQ7LhxR9n$P)!hU}C1rzr4~@i`IkSOQ?? z__UOTuXnjI+Aa7Hglo^t;XtyG+GOUmo_$P)z)E#0_4avly=&nu$RI93J{RrN6mBZB z4TH&YsK`o#jyeGJN4?x(b=*HHLzvN{;v5z^G=6*YMhI_CW@s_($-kaFtbyNUkxl+{ zC;iu@@g)ymHOp+oQmiMr?uTT7HmTnsoiF*abkdswVf5BkBm0vhyg)%|`>!{r{hSR} zU_)XqdL~OHAba>qnVAn-j7$|vPb z{Xcx7KYqdgzkfJS2LS#t^>)Y(`oI4!jS}`{=Mth1Z+!kVj{WBh`OgdP8_=Oh&m2!Ts@tZ8hKmXAONssk>55P)h7&5SYWZ6mw zY(@JeUouN};;B&ZdI-u5!9XDR<02iZ2CV2iq3&U@Z4nv(<_QMB(?vE94$u?l6b@HI zM8t1~O5WxGFpTb(c3Ux^A0?hus|qv3#Nwk6sw8|2Y{qI$qdUemLhro1ez)EQs5<2% zfW$}{uP%1&6c}xmpe}4cC-g&uE-upwKK@wH6vPtXdZ_@~r_q;=TWHi|Xjm9MxB2I< zlSSkCG+R}<`RSY|0ss}&Fit>|n*l`q(|}EKO{w6wvVdMZ7_e?E0lm!1VRW?60O}_k zH}@D1u0i*=TQuzf{WJ#Z`kt^WJox&}MFKw;h%J`xz#Gw7_1pgdwX9Oeoq#68E=Y5s z+l2bIz=(pdI^;6{2JWBI;U8x)xYDxtuGkwIU+V@xmoY>c;sSL5X51G*apB^q1{lvS zsG=`~g3mHxDi}O=z`&Bp7moyL*q&;2#0gYr``eMSy_MBk;pe@hM=lJk9$gR}F$50G z9$<)Tux>OBimSDSV5V+^-M~v@`Bk8FCy@`9YUdTRedRf4y(76C^7bro-=3 zX`e!9KXZ*?OlKHm-{cuJYyPD&5x672$Kf#HcMFx9X_v_*l9iiJ*KHL~Cx)x{`o zqX`)O&ezHA1dbvOmP3CZ{%>{5}zO~^~;3>2xnLSjXf z@eC^%KriJMcXNI}2AjK1s1GB_Y5sbSRu(+vSi%J>E-~IdORnGdHiapyE6xyP>Y7U= zEsjsoyQsh*sJGlYpJsda93%p`pjd&0x-zXReJ409V#N@yaTh8K@%8kA^qya+x?UcN z{sCT9tN(T}=lMR?OEK8Fa|CwFdO^LA^~)I~#4LaiqL_+5PfdLjyM$$AzhSd%J9prHVwh|P5ZFB<{N`< zD==&>fh&j$m}!h2CJFhjKS_1xkREm3M4M-YxXo3>SB_IWr!I9ZwKpI)El%wK!P%p56)0%SNvvzZJbxnSJ z$uRMC)I{qK{ECYb(-q~h$U{g-Fj7sPd4vK%2vA?-8>p!z#4HgkSZ z-icWU!dGT7j8NmdZmm*kERg;dU?-Z#0Euay1Q=3Y9JdyhIXjpa!UEZ5pjOUXzr3^1 zfa}=_ro7tijecpI+wQHz0oTqz2Y~6;aBEI<%p!5ZcAFSTDRx0Hx-HBeniW~mnsg4B z)UMB(tzmRdW=HEm5Z^RAk(S+OXK<71g1GW`rpJhy!ga1Du|mpm3$Bt zO@h3}PV5MLY~z;;fP^yUvch$fTJa)XYXCUf$20Bz`L>AXc}%P1=<9%oA5PL^EZk{E z4Ka-JGPJ6%@<#!>@1W^NmY^5-iW-C#kkA_cOZw4(^Dlk6vw`IEw>qHV9Kj=MRrHgA zSBw&c-EzeIfto0m%P4qC-`w#|b`Qm?{3KSY2@)>Yle+O9P?#K7|9A|PVUY#KHc?j!+`?x**5mIyJ28s-Od2n%}Gm0=o_};KZ5YmnO3_clpUW@$^G%YI`l|N->j`L&msL%S(shNXs=yYi!}WpH zO-z4&}A`gSTH=UQ}AkAk4-yGxOyB`wjBb;}l9%6JHDVvNrK70I5uJ?AJ_z z9e$n)XNm##wGSyA^6W+6Mto5k@T}^oIMkM8&~KpG+JXMwc)Pf;28vje%$o}?>fMLD zpB4hw$gLkg)X75hi(jV#%E?m}&_!H!i#eDi8k}9~A{-Jbk5bB(S%mUXCT9rH(Ks$n zKsfmJ@f-w5#Ih%pq5uX35yep&?*M569k_{0Mx;j9Uc6=1PhjN!vPUC~=XJlkO+kzK zb|+0GSd*~6k-wPRSJXZ-2fOm9F@UpXksR-?lz+e&ctkumH7oNi)En117GEX#GVAik z=~6Ql4L%GS=VLZh+`(#WFWo;Cwf=sHbZ>zKC$B%)x^F!rx$m=A66rL(Q*>~5#N2VkB`C8nbOTyt z2!za?K@A~T_Aq1im8P4X*8(~L-MFD^Enu^)Bd|GQyNQui_(Q%W$3V>)QB{VdOUp#s z=6`$q?#t_@h@Ga4^w=&jV+SeCWDh4h5RZN&3-YYgtk?DT6QkU=sh^l)!6s3ZJqaFR z_m!yePQ8=O=AwCOo8(4}{<&OpuwY2IKQ(etvyUF%09t_cvk*#)5yIJ+w1b78RJS6- zp7QCySql^uqo+yBz|2#zhEVf)`n!TcnOJ<=b1)^c@MTrJc;UYpr!Y_)du5#ZzwCvS z95K(g{KR4;M8=W%&2N;kF^np)9%o*`;?6$5;EMmY`&gT=ApX(xfHv9{n)>g;_Y>{kJ)aM8W zU55*r7PhbRnEf}-KR5kuBe0CF=v|e&P56odj+z2^DMA9%|IHg`|7YIuM7A#~ZR%wP OAn Date: Wed, 15 Jan 2025 17:09:52 +0000 Subject: [PATCH 13/25] Editorial first-pass. Will need further review after technical review. --- .../servers-and-cloud-computing/rag/_index.md | 20 +++++++------- .../rag/_review.md | 26 +++++++++---------- .../rag/backend.md | 6 ++--- .../rag/chatbot.md | 26 +++++++++++-------- .../rag/frontend.md | 6 ++--- .../rag/rag_llm.md | 14 +++++----- 6 files changed, 51 insertions(+), 47 deletions(-) diff --git a/content/learning-paths/servers-and-cloud-computing/rag/_index.md b/content/learning-paths/servers-and-cloud-computing/rag/_index.md index 664a1c871a..745e9ac2a3 100644 --- a/content/learning-paths/servers-and-cloud-computing/rag/_index.md +++ b/content/learning-paths/servers-and-cloud-computing/rag/_index.md @@ -3,20 +3,20 @@ title: Deploy a RAG-based Chatbot with llama-cpp-python using KleidiAI on Arm Se minutes_to_complete: 45 -who_is_this_for: Enthusiasts, Software developers and ML engineers looking to deploy production-ready LLM chatbots with RAG capabilities, knowledge base integration, and performance optimization for Arm architecture +who_is_this_for: This Learning Path is for software developers, ML engineers, and those looking to deploy production-ready LLM chatbots with RAG capabilities, knowledge base integration, and performance optimization for Arm Architecture. learning_objectives: - - Set up llama-cpp-python optimized for Arm servers - - Implement RAG architecture using FAISS vector database - - Optimize model performance through 4-bit quantization - - Build a web interface for document upload and chat - - Monitor and analyze inference performance metrics + - Set up llama-cpp-python optimized for Arm servers. + - Implement RAG architecture using the FAISS vector database. + - Optimize model performance through 4-bit quantization. + - Build a web interface for document upload and chat. + - Monitor and analyze inference performance metrics. prerequisites: - - Basic understanding of Python and ML concepts - - Familiarity with REST APIs and Web Services - - Basic knowledge of vector databases - - Understanding of LLM fundamentals + - Basic understanding of Python and ML concepts. + - Familiarity with REST APIs and web services. + - Basic knowledge of vector databases. + - Understanding of LLM fundamentals. author_primary: Nobel Chowdary Mandepudi diff --git a/content/learning-paths/servers-and-cloud-computing/rag/_review.md b/content/learning-paths/servers-and-cloud-computing/rag/_review.md index b66f57f6cf..df0d24aaf6 100644 --- a/content/learning-paths/servers-and-cloud-computing/rag/_review.md +++ b/content/learning-paths/servers-and-cloud-computing/rag/_review.md @@ -4,22 +4,22 @@ review: question: > What is the primary purpose of using RAG in an LLM chatbot? answers: - - To reduce the size of the model - - To enhance the chatbot's responses with contextually relevant information - - To increase the training speed of the model - - To simplify the deployment process + - To reduce the size of the model. + - To enhance the chatbot's responses with contextually-relevant information. + - To increase the training speed of the model. + - To simplify the deployment process. correct_answer: 2 explanation: > - RAG (Retrieval Augmented Generation) enhances the chatbot's responses by retrieving and incorporating contextually relevant information from a vector database. + RAG (Retrieval Augmented Generation) enhances the chatbot's responses by retrieving and incorporating contextually-relevant information from a vector database. - questions: question: > Which framework is used to create the web interface for the RAG-based LLM server? answers: - - Django - - Flask - - Streamlit - - FastAPI + - Django. + - Flask. + - Streamlit. + - FastAPI. correct_answer: 3 explanation: > Streamlit is used to create the web interface for the RAG-based LLM server, allowing users to interact with the backend. @@ -28,10 +28,10 @@ review: question: > What is the role of FAISS in the RAG-based LLM server? answers: - - To train the LLM model - - To store and retrieve vectorized documents - - To handle HTTP requests - - To manage user authentication + - To train the LLM model. + - To store and retrieve vectorized documents. + - To handle HTTP requests. + - To manage user authentication. correct_answer: 2 explanation: > FAISS is used to store and retrieve vectorized documents, enabling the RAG-based LLM server to provide contextually relevant responses. diff --git a/content/learning-paths/servers-and-cloud-computing/rag/backend.md b/content/learning-paths/servers-and-cloud-computing/rag/backend.md index 6f4d520493..e5601f06e5 100644 --- a/content/learning-paths/servers-and-cloud-computing/rag/backend.md +++ b/content/learning-paths/servers-and-cloud-computing/rag/backend.md @@ -1,12 +1,12 @@ --- -title: Deploy RAG based LLM backend server +title: Deploy a RAG-based LLM backend server weight: 3 layout: learningpathall --- ## Backend Script for RAG-based LLM Server -Once the virtual environment is activated, create a `backend.py` script with the following content. This script integrates the LLM with the FAISS vector database for RAG. +Once the virtual environment is activated, create a `backend.py` script using the following content. This script integrates the LLM with the FAISS vector database for RAG: ```python import os @@ -185,7 +185,7 @@ if __name__ == '__main__': ## Run the Backend Server -You are now ready to run the backend server for RAG Chatbot. +You are now ready to run the backend server for the RAG Chatbot. Use the following command in a terminal to start the backend server: ```python diff --git a/content/learning-paths/servers-and-cloud-computing/rag/chatbot.md b/content/learning-paths/servers-and-cloud-computing/rag/chatbot.md index da84f67f1b..8e659b8a41 100644 --- a/content/learning-paths/servers-and-cloud-computing/rag/chatbot.md +++ b/content/learning-paths/servers-and-cloud-computing/rag/chatbot.md @@ -1,5 +1,5 @@ --- -title: RAG Chatbot and its Performance +title: The RAG Chatbot and its Performance weight: 5 layout: learningpathall @@ -15,16 +15,18 @@ http://localhost:8501 or http://75.101.253.177:8501 ## Upload a PDF File and Create a New Index -Now you can upload a PDF file in the web browser by selecting the "Create New Store" option. Follow these steps to create a new index: +Now you can upload a PDF file in the web browser by selecting the **Create New Store** option. + +Follow these steps to create a new index: 1. Open the web browser and navigate to the Streamlit frontend. -2. In the sidebar, select "Create New Store" under the "Vector Database" section. -3. "PDF" is the default source type selected. +2. In the sidebar, select **Create New Store** under the **Vector Database** section. +3. By default, **PDF** is the source type selected. 4. Upload your PDF file using the file uploader. 5. Enter a name for your vector index. -6. Click the "Create Index" button. +6. Click the **Create Index** button. -Uploaded the Cortex-M processor comparison document, which can be downloaded from [this website](https://developer.arm.com/documentation/102787/latest/). +Upload the Cortex-M processor comparison document, which can be downloaded from [this website](https://developer.arm.com/documentation/102787/latest/). You should see a confirmation message indicating that the vector index has been created successfully. Refer to the image below for guidance: @@ -32,13 +34,14 @@ You should see a confirmation message indicating that the vector index has been ## Load Existing Store -After creating the index, you can switch to the "Load Existing Store" option and select the index you created earlier. Initially, it will be the only available index and will be auto-selected. +After creating the index, you can switch to the **Load Existing Store** option and then select the index you created earlier. Initially, it will be the only available index and will be auto-selected. Follow these steps: -1. Switch to the "Load Existing Store" option in the sidebar. + +1. Switch to the **Load Existing Store** option in the sidebar. 2. Select the index you created. It should be auto-selected if it's the only one available. -This will allow you to use the uploaded document for generating contextually relevant responses. Refer to the image below for guidance: +This will allow you to use the uploaded document for generating contextually-relevant responses. Refer to the image below for guidance: ![RAG_IMG2](rag_img2.png) @@ -47,12 +50,13 @@ This will allow you to use the uploaded document for generating contextually rel You can now start asking various queries to the LLM using the prompt in the web application. The responses will be streamed both to the frontend and the backend server terminal. Follow these steps: + 1. Enter your query in the prompt field of the web application. 2. Submit the query to receive a response from the LLM. ![RAG_IMG3](rag_img3.png) -While the response is streamed to the frontend for immediate viewing, you can monitor the performance metrics on the backend server terminal. This will give you insights into the processing speed and efficiency of the LLM. +While the response is streamed to the frontend for immediate viewing, you can monitor the performance metrics on the backend server terminal. This gives you insights into the processing speed and efficiency of the LLM. ![RAG_IMG4](rag_img4.png) @@ -66,7 +70,7 @@ This demonstrates the efficiency and speed of the RAG LLM Chatbot in handling qu You can continue to ask follow-up prompts and observe the performance metrics in the backend terminal. -This setup demonstrates how you can create various applications and configure your LLM backend connected to RAG for custom text generation with specific documents. This learning path serves as a guide and example to showcase the LLM inference of RAG on Arm CPUs, highlighting the optimized performance gains. +This setup demonstrates how you can create various applications and configure your LLM backend connected to RAG for custom text generation with specific documents. This Learning Path serves as a guide and example to showcase the LLM inference of RAG on Arm CPUs, highlighting the optimized performance gains. diff --git a/content/learning-paths/servers-and-cloud-computing/rag/frontend.md b/content/learning-paths/servers-and-cloud-computing/rag/frontend.md index 42bc6b4695..ebcfc0d232 100644 --- a/content/learning-paths/servers-and-cloud-computing/rag/frontend.md +++ b/content/learning-paths/servers-and-cloud-computing/rag/frontend.md @@ -1,5 +1,5 @@ --- -title: Deploy RAG based LLM frontend server +title: Deploy RAG-based LLM frontend server weight: 4 layout: learningpathall @@ -131,8 +131,8 @@ if use_vectordb and action == "Load Existing Store" and dbs: ## Run the Frontend Server -You are now ready to run the frontend server for RAG Chatbot. -Use the following command in a new terminal to start the Streamlit frontend server:: +You are now ready to run the frontend server for the RAG Chatbot. +Use the following command in a new terminal to start the Streamlit frontend server: ```python python3 -m streamlit run frontend.py diff --git a/content/learning-paths/servers-and-cloud-computing/rag/rag_llm.md b/content/learning-paths/servers-and-cloud-computing/rag/rag_llm.md index 845c17b9d0..9551af2cb1 100644 --- a/content/learning-paths/servers-and-cloud-computing/rag/rag_llm.md +++ b/content/learning-paths/servers-and-cloud-computing/rag/rag_llm.md @@ -1,6 +1,6 @@ --- # User change -title: "Configure to setup a RAG based LLM Chatbot" +title: "Set up a RAG based LLM Chatbot" weight: 2 # 1 is first, 2 is second, etc. @@ -10,15 +10,15 @@ layout: "learningpathall" ## Before you begin -This learning path demonstrates how to build and deploy a Retrieval Augmented Generation (RAG) enabled chatbot using open-source Large Language Models (LLMs) optimized for Arm architecture. The chatbot processes documents, stores them in a vector database, and generates contextually relevant responses by combining the LLM's capabilities with retrieved information. The instructions in this Learning Path are designed for Arm servers running Ubuntu 22.04 LTS. You need an Arm server instance with at least 16 cores and 8GB of RAM to run this example. Configure disk storage up to at least 32GB. The instructions have been tested on an AWS Graviton4 r8g.16xlarge instance. +This learning path demonstrates how to build and deploy a Retrieval Augmented Generation (RAG) enabled chatbot using open-source Large Language Models (LLMs) optimized for Arm architecture. The chatbot processes documents, stores them in a vector database, and generates contextually-relevant responses by combining the LLM's capabilities with retrieved information. The instructions in this Learning Path have been designed for Arm servers running Ubuntu 22.04 LTS. You need an Arm server instance with at least 16 cores and 8GB of RAM to run this example. Configure disk storage up to at least 32GB. The instructions have been tested on an AWS Graviton4 r8g.16xlarge instance. ## Overview In this Learning Path, you learn how to build a Retrieval Augmented Generation (RAG) chatbot using llama-cpp-python, a Python binding for llama.cpp that enables efficient LLM inference on Arm CPUs. -The tutorial demonstrates how to integrate FAISS vector database with Llama-3.1-8B model for document retrieval, while leveraging llama-cpp-python's optimized C++ backend for high-performance inference. +The tutorial demonstrates how to integrate the FAISS vector database with the Llama-3.1-8B model for document retrieval, while leveraging llama-cpp-python's optimized C++ backend for high-performance inference. -This architecture allows the chatbot to combine the model's generative capabilities with contextual information retrieved from your documents, all optimized for Arm-based systems. +This architecture enables the chatbot to combine the model's generative capabilities with contextual information retrieved from your documents, all optimized for Arm-based systems. ## Install dependencies @@ -29,7 +29,7 @@ sudo apt update sudo apt install python3-pip python3-venv cmake -y ``` -## Create requirements file +## Create a requirements file ```bash vim requirements.txt @@ -89,7 +89,7 @@ pip install llama-cpp-python --extra-index-url https://abetlen.github.io/llama-c ## Download the Model -Create a directory for models: +Create a directory called models, and navigate to it: ```bash mkdir models cd models @@ -114,7 +114,7 @@ Clone the source repository for llama.cpp: git clone https://github.com/ggerganov/llama.cpp ``` -By default, `llama.cpp` builds for CPU only on Linux and Windows. You don't need to provide any extra switches to build it for the Arm CPU that you run it on. +By default, `llama.cpp` builds for CPU only on Linux and Windows. You do not need to provide any extra switches to build it for the Arm CPU that you run it on. Run `cmake` to build it: From 0b39e7cd74d60465c0d38432290a09c98bab6a51 Mon Sep 17 00:00:00 2001 From: Zach Lasiuk Date: Fri, 17 Jan 2025 11:20:56 -0600 Subject: [PATCH 14/25] improving RAG data, created new env var to seperate ai demo calls --- .../aaaaaaRAGexample/config-diagram-dark.png | Bin 29194 -> 37241 bytes .../aaaaaaRAGexample/config-diagram.png | Bin 26472 -> 34778 bytes .../llm-chatbot/javascript--llm-chatbot.html | 17 ++++++++++++++++- .../partials/footer/script-includes.html | 6 ------ 4 files changed, 16 insertions(+), 7 deletions(-) diff --git a/content/learning-paths/servers-and-cloud-computing/aaaaaaRAGexample/config-diagram-dark.png b/content/learning-paths/servers-and-cloud-computing/aaaaaaRAGexample/config-diagram-dark.png index 05c6c480307d3778bff89a3602b428cad4483a1a..356c8c1abca9715ca570851b0ba517cac09f0b3b 100644 GIT binary patch literal 37241 zcmdpdWl&sA(C%V^K=1&;2^u`X-JRg>F2UUv2@b*C-QC^YEx0?2+v56d-tSi3zxVe& zRa;wUX6Kw~o9=$PH&k9$92pT05dZ)nOG=0+0szog005K>!UxDm=+buw$k#_Z2@OX8 z015No2MUmy{sl4!<)|nw1gM-OID*{3nhDAX0su8pNG}F(06+|iq==xh8`N0`QaXW} z7wDOPp1IaIs$9V@Mg-6xuw;di8#8gjFj)$xk-isX{@F~}&d=-vbW7HHhxy)Gn$Gaf zFHYCpKpDCb_ER(WC1$270Yes2JO7WSnmwmM`g!O9bS^&&MP00yDb0-~8}m~t9jD&s zIM<6x%Qi30Hy3SGWD}ZF2apoqJ^IlyTW)M-Y=-+I4!h zVZGk>MPXt3UTxbkSg2`}%ZrtlNt{uhq{-y{*$i(=XFMf6W|L!!P=P57cT+|*0Exf{ z(oS8|wAX9-XKC(de#p}Fd!cd8D`|a6Y&?4DGp>8Q(ep%V8Lt4Vs1VnZ2ZtnIfvx9) zD!iWsU+TeUl;f{mXyA5@SiwB6o}W`rv&x;5R9HR(bV#vOCA5sJA@xT>CX0CnLSa6l!Ph+v8Vy2A{FiZqam4O-ot;aMcgw zhS~1XT%bYgaAQ_c`kPm<0CN->w5z;Yee}vzJYuY3(+xkY+d04wXg*2akWX|@TS zCCC{z+0vpfGaf#~9mCnInp~lupyAY^P`l3X>@tIc5pH17t^h14VxsNK!Cps;giq8o z@?<8K!xyW|_bIyAluV}SzpWI7i?j|E(YvOHFY*@u3H)>I7T@rvaAIIxbRbdqXWz_j zU1n$iOE6`q8#h|zxs8m5AxW9l^o3Rs{Y%_j9tYz~!SG8Vi&HCH$ipPFIcSwS-E4!- zH`RUv`LO2@{ghV@@cUqz9G#fqZR_kIf7Fuce-|@=0jVJdM4jWbWjnU!%8Afce^kJh%@BQDsvoh_%uy zK>w=ME3w+M6fZfh=SCB*LO$Gv3oGR3Z6=4og%%pNUn_1fMY3_9E7RhRnKvb{Cz)>J zRI-dJ#?>{%GsK$Y6yy&E6uay}UqnxeO?WmJX#2)cliH|8=aM?GRroEByZOKer5(0f zfhEAVh@pAm!iDESZKOZX6+>(9)-C+_IlW$rO0OJK*H*kB%j3i`rE86C0uAc!av*gk*RviltxXjtCrWtT` zJTk0kH7>WO-Ez3hx+Jx0gj-xS0Bxig-u4klZ}~mm?Rpfv_mruV(9gC zmW`^B(5gS1Y!M|U3U*9!J?nh~OR91lbV@v0E7lZPoD}vx(hZMZzEK%9W|i-H4jGPS z=Ws;_+Oz(m@yTq}o^1c2!S!{OTt!b$`oNLW;Z4$liRoorS|K>P0CQs`xizKSpvxso z(rhEY{NOZ?I z^hGEDyk!FPF5||me7qPeSd08{*1($hz+zHfd_RSty!ZUk@+SQSNu`LTFxyV5jFXY) zz2IsuYWu^UW}LXTh>7In@N%O#ljYmQoyvmn5J9s|mo92oZt#6Non16dmMsOkk21E% zdTiZA0aKQ7s8`F6Zt3|6^L(4gQJM=!TyIXsl#_(;a%R(GbLz^-bd!d3+dme?vow== zrs#})q27_B)xZBlP!X0?!QsZGER-+;CoF8fsBtWgh#i+on%Kb&mD9cHESGn%zBZ0G zBALGCFHe;#ZSKbGD&J~>w?Y*1LMcy z>>`2fP4-fr9I?D%{e^L4m{}B?zsgPXIF){QC5yg*FOgiOvdCgXawHl2rOILR(eiLk zt>NMug8MX&@$OejvvgvC+Cl3wjAGOE)IRl5p&LJz+i$g_S08F8gCdtzjXI}Bzr?7T zYTX-fs!h~P_}k=+ztOQ}JP8#5rGtPvipnkHkB*hO?GZ10r@YPbChJSVUIRUmOlTsB z!YbvqqT;Q+9;{im70!5dUi74I0gph*h08Vj7q>328 z`V}ATimBQ{gR(@-7#YUUgb+qMqgKV!z?HT(NEb!Jtlj&*NAbjq#M1LhwWcdyiD<*M zH3-5c@md*DU2ME&DvLFn9^ELWlert{imM0KtSYOj5D+*szTu-=Q)j6+5l2_3scEF{ z_h&1hGMZumUdBT-1Z3Grs!lVbt#5M214V0G1nJAy7nv-74@nN zQtt)NQg5~~fp~^t8vKgd54$l|Ss_ilm#iIe>6XpP=i2Gu>T{J}kfm;ux8<&YLndQF z$gZA!3QACnt)b^{pJi2QylWG0+t4+hr7I2~f}C{79fbdz51y7*#0=4Ha)Mco`MKaS6%_|*zbuJH<$IfhFWxbhb zbdOOo=zs%pQIs?q(J5>3f%s$;5{8dOF0Cq@$&oIKn6Vbp%5PRHtG!tFr-+5wu9meA z-0r+9=b9~BLXwa>3>X=UbwUQFF78c#q zzn`d`a7FVo9t#>r^a?L5P1`rt&56Jy zwlQ}mYRd#$7loKv9L1Ei37Ry@u{zKj-8Cs6X>0jf@qD(c*me9T^c;5U&Ogp31-1QF zb;`nzO3E;kopB}$zluU^S9rB@e%__390!^Qhv=E_wVPnMtEJizsoa`F>0eo>ClS+0 zQ}CT)bn}NxA__5|sbys#2YgEZKC3BIzWhA~vvx|WhKYa(EWx^({M`T-Y{rWk^0R?9 z^*Um{RR>?4Wma~Rn3}obcxAwjt~Tqi^YNv&18t{5bWX7fGR)q;YG};gF-pWdAy1eL z3ahyPXo1{V*`x@no{BUnji7TTK0~OmI{5|TjF$IN@nEV?8UDb16vRxUW%hEC==%8( z-69lo%8%!1OGmZ90bUhjU?P$>gK1VX za0RN4p55s$t8STQKn&Jpm=5;yU3rSjDbz1rN=dL;$9+JDjeTbcH8ZcIzcl?Ij8?Go zJkER29P31Bm6b2P_08j=prWZq_%T%;-*d4uGM-jb#%B%<#PbyL`Mc)|wU?$pf??7& zKA#Jni{L1)V18iz|(}gr3OV6;Ud9U(^LwyfsRc)d+uRHPqLC#I`4Jazdwh*b(-bj zC1%LwEm@}K-^JAH;ngd)f;PiH$gubJW<;nG=)KA(TyQppaM^4_v*2EdPz08y&GR&Or6$qTd)gG@?93zQ<-=BPWXA{S zmG-l;58jt5E_cD{C4I4$qPnce8DhTCbb|~0ZFpye2eamRPVye04OWx^*~ru%R)L-XE+I(&SQqHTq7+<2h?bR)04gjfvD6 za(XrWR{c{DzWIWKSoFMFgw{+BnCRDthyDm>cJ_t0^P2nRncMY{DstRjrXa)%}!r=7xalz z2xDHMrWH~dc92g|;tICl9jpJ2PGA?u^ouc@EbKa$&-0KDkj-k7s?^XK z*cd6G{58XA7dYJMgK}@k7-oNFJ?v&!={5S2@)gkfJ2Au!OxENt`bfc|V-RPGq&(OO zOWTp&lCFV>hmN%VZI28!sv!r6-}-=_|+Ga9-ES?MV~Zt>81zjM=@*%0+3lbjhND~XApgl3HXiP z(i!TA_~V;Fzl*d70~zYESAr*V&20`AE%3Q+rZCT8!gB6eS<0DC%B6B9fMplMRi@Z@X*M+_QWD5>MT>bdM<7$vm{U z)Tc}}hLo)vH>{?ZHQmnGVzJ(1Bm>J2w7<}^y(e zRIA)7#`j!woIW9^+mB`aK~*SPB@I&FTeE_zm_o+%cbFPf6{O%TT zb31EXxms2(e*`HtzGz=S60cIIB5f6Gv(bjVxml~gTk(??)5*I;= z_0VKHXYARcHBd;^{BU@XsQkP^kH$5^L@+(^b7(EM=!;MaaCJkj1YPv-$JXr5IVOqu!ME^d6F{JlRg;J=h z$0MI~(Wt)n3GFHy7!3h7O!?1Ywz8SK3ZUl+cI7Kj>6I!eaD#lhtqeHLiJ*Uhy;QLS zN}VRD*25hgyyvip{hZIctb~U+i$2f$F28>@cVF@rdHauQ-yO2PeZd1DU#?fM~d}yDL{dT{Tj3#u;{9+7}%4IBV;_+*VPq;X$#CI{E z+csuI#{XJNH=bUO2`+paG(in>!*xNIRE!wDbR<XKm=7D+UJ47R?jL;nxLcKW!$C5=o{_GJ?a0GR(5T}zF|?Q0sX&7 zcRjYo7qXaquIO#3KFR+(W>kJN+-TFh&H`Ee@6wF=6fB_=J1?Fo#kpGW5dcVq&7J)> zp`xFgOpr^``>Ainkm=Yl7Sa2hZRalvV(#)10s}!zp~-gq|9ON-G3j8li6Gk#R|wAD z+>L<>Sv?nuX|y)s9$f$xUhwb!|NY`Z7W(;byNHiC@#7T*KLj^ak7kp}Ii+G_|03-*JTI!sev9fpjFy;@E8nK%apkNQK* z4DC8CGaww`cdKs*JOJ<=t(;DNlx$^RIz|zXdq7AF!GwDeQ+BQ2Qql~`1gJ*olBuVD zUb)*TgtU6a2X-`Z8rafjl0a-IRvnIJck*<*w+I3NvOkdQK$vzzPq#L5e4)w1hA+esuQ`pa<|4}7$6;vb!|{%v*_9w z#x>ox3Y+$sxUXg@7=3R-a+9Cwg^^kq@Z0ype{{;&eH+|b)x3Ql*q2ogu5hEuDx5E~ zf(h)ew?t-i@Ckj&(+X?N&r$fgV4c9iMA`rJ1LI@Es%o)n@L8F2)__h^BB7yw{6uixGw z5Q92*?StHqRFMJ&^$^eBTsJLpCsIxuiZKfp)d}^xeD!g6Z`BDN&i1wz?A;JI)Saf_ zHEnI}D{W;P#oUbkK^+Um5`8Wvu?hhscZ%!%Yx`Ib_B;zF#!28s&UE5Jt*y52jt3_6 z4@O>2ei5f;EiaHi@Q)bpywc7y!60+a!GYL(iq-U3sI0rL-(IOjaxo@u?mXQf6hIy~ z#0>!WBJZ~+78-xEk5Vw8bQ+lpo7Z5`R!J@j!{5iZZD857J80;sxKyN7E9biI&yu&p zJ9#@$E*S~O%|C@`(pVTqA7_CoRd4%Kp-BHL1W~)Vza3ud`}kJ(KR6#mi3~7oJvJ~&l})Oge8>&Vxj0i={VDxx44wfe{%REzGjW@WWQvEf(Xn zw9yrdz1*-Wt}gh{p^2T;eCd$i&&S#S5+8@1@VQT#8w9%drj`bL`VJ{U0H%kkY5nC` z(8)Psskys26#u-EEd-Jc9uw`Bo)IJpbskl2O|?ZE&)bYWIqB(Ud-dY{YM3xr&kn{% zXZsolwE9ub^_eYy7!r93Yz~7um7V7(+Qm3+`Lt2@)VNmHB}#j zjQxzy^}fRaykz~URN!-Uu^9#Vse1-i!@hXtyV-Ros1l3w8hie_kENZmuK8ZB7Pk90 z6guSO^!k8wuR^hw@FrOj?D@xxb4R;*XA1G&a9d>WPf?1j9xjW{>GQCsru=aWOr8%8uW3^V4jQ24@PydJQ4&&7Jq|;fxi;hT7he%I~LztvA zd0Po{R-*=&+R+0IN;v|&jWgnGu~7q~i|03%Bck+a=LYEZVw_;o`#8)FstYM49t6(0 zKH!-=Ulp(2%=_0+*c z>7@Z}t`i)$6gYKzjD*vMx(?(7wL-~VL2JQ=y(-7crQVpOATrkg3;lh@`HsDh^Q5(l z{m2>A!rqGKKdhIn^2TJW_HC4gqqS<$1@2xvSx@8`JHt`K02dq3?C^XK1H=E zjzd&Vo~~>7n4|8v*DW4F$p7If-oO*)8_J? zO6o*UBXW-NIv=9!;|{ArkhUqFU}k3C8b85wFCU4A#xC7$;beX?vDENug0>X{<8*TL z4oRDSAbhrBs8KB0uujYc8}zPrt&okD{VwD6$$Ol(beHQn>&@^eYoH>>x=5hk;RQVQ z`#cCm9{&sX(}`qjJ5%8RC+eO|NQGaKBBczDdaR!=6$l=k1M4VDBuD(K$9tO8$3|AY zwNn_gc{9oR9*vQhoP3Moj}#9D9GvC-@9aKjayTDvSpTyefAcP5YSZv}-aSSl`!suP zdc;IP|lRC7I*M-OY|NObVr7SV7J0_d#Hs*cK)yG`(R4 zePeSXc0r`+Vz$pVmox@nB>Bp8IB8ZHZO0wT zhW>a)H`b19hPP0Ytvx2h=p6joXMc~|nHAm^S090XZm{(OkR&VFQmZ|e22L1bOnjeu zJQ;xFG&XDN<&bZ)%1A0~80tXnvvgq}qv5|>_F)x^S2E0SDTbk#pW%Q#QO(`SjLQBd zmOq4P@oV2FODJjsOK?KEt>s%2y+U<_2IriB{Im8PCtQeZX-gP+`zdL^*CybfnezJG zN>4sID0b|}^{lCnS%$jLm>hdeNk*t6=r#EFM-_}B-Fl3U3xP+-MEKLGT0Gbke{)!R z^&jhfvBEb`pV2X#rn^Yk;<&jcMlJKm%(Ek-U+|*f{~fPmg+X-IsQNgjH>2?T@8?hC zjX*{`c65G}-sq@~t}uLm5i+COb)~g$dk;^gf`|OPa-b=%ByXQblbfymEIT+$JJm?m zOb~D{FcIkYce8YcrmEtEHc3gWx=13-xn<@TNBrp>0^+{<6wD6>zhxKro;lGEURo6Q zqHs03PUFq5AM2z}uL6dPDZ=)`cK1NoIGb!)6w{9X9HT%|9I^7ZeZE_w4RbT`*N8At zyKqq#H|4)bcL-6U*w0Z-zb=c6kxrPw@mgG40rKIrR0`$Kff#-pjV$h3lnDJw)#GO4 z>GB<1&gTnt2hpuzgTuJe3ca=G{qL^1gO_drmUs0m2H4;XV(+v!tD~yJZL>~kIbF9P z&v_kv5nB=)(N3pa2{h@{B38@0q}ox-tXnKwZR$52izaGT+L9@HQtw-DXVC!Bmb%p8 zDzi~+AP}cY+|;Jn^{d|}YqK!}{7*5PKIzr2K!odaPLC`@$+OeuCvSooZx8tYY+Nzi zvX2i@9M*n7{jGqA$nJ}KBdWFhjw=(IrjCA(X;{tphF}jsW)W_fu-#(P#9Y}fKgBzg zZ5HKaw$wZ6{5y=k@YM^LsrGv@=Ny95dPc~%RE5M-hWw>u48uMK!rnT}#eMKH+>_(2 zf*+q}m%NBJ&KAFH%Q>r&&r=z7)C+ItoWDz4{HB8Ws-ljjfzNIAZ-yJ}c=Y}D2u3h+ z%)#GE*&wr^HKIzS9-4+L3jf97X5xutr5`w zbX8|~ziOKAHdd~z=`2XXZO9>)l(9R0Kqq7ZQ}LtgOhqNt8$SUFe_Em6n<3&k2}`Rq z`P;J9mNc?O&_Me;Y9pwxl@UGAYtM*mJitS6&39;>4SPEjNp9BXwQb5mP_DoSpFsm- zqn+#dBQu&x0R3Ol1!ut-!IJYIQeijK9+g{-JG?u0n2eqNAFw$MJI#6DY&jfcJh@f%%Ud zSX6ba&g6tjlj$oX6gwT`8$39u-WkpKc})!|V4s8659t<6TV>VV0zcqjYyQpKa)-|9 z!y$FE_woScWm1vd-C{_T=g4z-GnM!s>n5a`0_4&_s<)swJNrb@4$G7&r7xm{>AD8- zwjaZss;3Fl@z!m7s0W>Y<@gb|uEWb!5_L+2e~OxZ+ID7P@=VaZ!Bp#r{B)BnRql*G*s`c}NjZPHh%w zqEa`=dzr&0o6t@YUFjUfnWH88k+ikF zk`dv~EX0dC8tann>L2fMPG?|LfapHd6|XIv3UT_dOKUFix3-Ib5)MH}oY?PT{Yl(< zLlxrhM+oY1IF!Y7J~)yeRiCc}~E>Lo_>;2u50j@oQJ?$rDfv8EC^MIYV#@}rXo zla5sc5ieDw7phF47}E35B!i^M1ZoR%;LD?^z4%cy6k!r`}lmZVh>lj#X$7)B>aaR{L-lBP++*&IyDgo0p%t*2MC?M^pyB8-s4dL zQ-4g1D>BCOPt^4>^Hpd=xt(gqZWjvH+p+9ilCr5}u}w%Qm>&h0XUigeS?R2)XGhdJCiZ@6i+A5iyQ!{S zP;&RVn`UCKjfyC(6P+(Z8{qx3=9X=KsDy}29vSiJvo$O%->ZY9+fH}(a2Avvo%ppW1)^r5__~)$k5|wTTT!VoFop+RcM=;d5}h5# zQMh&~6KoY~`|ltiSK)ra!T+a7=09kCIOAh=ZB%*f;$B=ipe346f9cj_$nyH$4$ zU!H+0G6E55uTUL*?R=-HEiFW3mO`Tk4KH3h!A zC78||CBj!7^a*h>WaqdWx{-zM{oLY$MvCPPKO$5P?%tPkkQYo_j()|tmm@!_- z;>)UwEj05fLeUVU_H_$FMd;6s<{*@f+C;V}kH0d_JtKNxvgmqWQOaL#ZoW^j>JR`b z8%n)fI*XDl#_SK;$q@OP8RW&z)xe22IbCI?&DNPqOpO5233xE7*#>)UmIuK*4M*HAePu?3ieZbv^rPtOG&Huy+yNPlmpvF^qx>ncv?=`{w%o zixLU#PLGJ~3uAhw?)Jz7=7Ty{ttgf4bUXOC0f5K5!dZ*j!#W6@*6? z0XpXKzc&@WG>s}z_d@IP>g(B~K|>~1#t)GFP~HZ)cumOnjRu2_-YWm(mE5Fco{Yt`_p%LnJi#owfKBhl(rqa+#?0 z>&$LSQ}Z7zmn{|lJL{{SY*;jzA;|$4`yof+htsQ?WOyM2))WBge|^93{uL2-Q?eyK z8Dq)wru4_FWRpKBmk9QsSW8Ko1fGZQX9ckrFm^-h;oi#nL(?HtI%VQl5$5W-PgFM! zw*BbOC%hc}ko5oSZRcK@ zL_VXSD&I)P$xE&j_swDS+q~Nad2>cS(P^+ zYgLBvKgRLT4DE3J0=+KTcKLgQhQy#tyszQC%{#9WK;o^(vbPK-T^?pZ9{;O+uq|-5 zV!TUnTtR~R4L<}?hDCB?1iy?}4whsY)Hpm`8mx2x*{#=_6?_`4R}iv$Kk4p5OKFeGo-p!GB z7n@c0_<<)gL}6V`Fbu)3^h=w9+RFm>S7lYWg)t4f9KK~<#qc`im~+Dasp=%1^$6O8(;IT&{gw^dLG{acOYb+OUmzKB~nTToCyq8Rj)&SCFoYG&3T zu=iw)bW73$vOekcKII*}e4QW7MCb(V;;CZm4lV|cjVvB-_4q&G3H9Hj__A&cyWNG- zeR5;MPTdGqW)^{Hu~0ci+stsj3_J$%9>oGh1HKG@pHN^$_$MT6Y()irD{O`mWho!^ z;p(lmCe)9WQa#S2s#-x_11++7J5eC8nWv}rBB)k+u)qgyF1I$BH~~4V^12D93@+ZksrG}PBH`2)tALDl8B5RW zyf!7kAbhvG&I5<)i>`=fBYe*_=0P!78#*wPjrpqcnxjKiSO@$x$)~<^7WNJr!F&E# z+WtSTyMst8d2fNXB#=r3ViIxwNCJGI_G{_od_2FyzF_R*(PGnxpuk5q?k@ri^zXXc#ge#I z`MD9&U#MuOv-*1dCmIfDZAH6I>2u$dv}^M}-V_yNTjyT#cp zvMjw=|KC{abRX~r{xEMO(UPhU)12r_`fjt4$M63j_k6T<2nY+S4LN>nx5ZIgyX<_l zm8M3w9qTsyrpc$}f?YnZKc;f_WFL=lRT-^ZWCtcZFr%3C71P_wl4*k|DM4lPQ4qV$v-%vBp zE|z*Aa5kelZ9CSvFDoD8&g;B*(SEjmphO{tk{#LbH5-&4j5?5LGS*tZ@N;f3Te7kk+Pebnqt@KZ-d_8 zol+#tw4a(EU{lPyRjCB^7*-i+Gs?5_s;kP2Hx(f!dJH!7i`U!>tktZ8EySiY`LD7% z?Mn0`Tm#y%!S7evi*2*|`m~Tg3ys5Ga7N;fSH=Xw8Coln>vC}@sFmJ=O|!Jp%!gjp zt;kXD1|q;Crsc#{`2HKWa*gN?xy}9r6`M8q8sz5$r|lN8(DuvL-vseDs+E_|++Cpg za8BZMX=0JZU20O4(iBt|A>9nf_-yhW%_C{2!Ew|rF|ksF>{2CGHQX+z)3c@^7CW-V z_-lSwVUt0HhzpN32VkXVMc$ZuCY(D#Z~IH&3Y>1T+ZEf9653#Q9=S8;mnB5N7dKVn zpWkM4v&i#y{Cmp(QeKnQoZWRsiR~H=*c9Nrjl@wI!2?zVqgAz&FqFb+zpE3}E`eTG z&ZJnsxphVqOrB_6^@7g?L|r$-vD#Go6Z)*b#7n&yofM^t3DP5nXxinK#Fv@r4xX^3 z@{CfN7;3U|u%Bn{JnaVIhdqi3abLfc5q{R9ZPXpr3D#+I*&j2=<8RTw`~}2aO|^rs zKd9h%+Ggy?%3&z76@3{p>4SS*WY&8`13D`fha;)EJu!k!B`a*1szJ>GD}5qiK>%^y-A==!C85TYv2zprWOLL zp8e!g0_p)V>uu*{3_Ps+{pyH7#UV2*LS-6Sr4m{EoHf3)D|~B_=G7)4yK7E67Hk~+ zm|~)}VWAmd!LqXBX6u-yGx6`^WzPntURo$yE?xh2IW{5W5$n1An}U!ov%5~oTMRxC z082>ipzJ}vg`(HGOg7^W`)ws5*CI_M9;5Qhk=0+*Ti@LlynF|2sqX`&c1l&Zv7Gyg z#qI1{$&o+ewAp8$My$GrOIIV`lOhK?Ql8o z?7f02c=7$glCYj`RY12uUgqE3ba(FWol9S3R%qmQ;D8@SaW(=)qiz|^1eK!>jZc^{ zW%74-P`n$UXHopU1jF%`#TQi&!^mAhb zPF?wkl2Y(V*hW7l)x>_QZ2a^otU(ixgKq8A{kpMHR>vyO_kL_BDv~**Pwd#B2d@Dd z{C3KhtKe5Ix-vm&x!tucAZFd#=_3F|2*7 zgYH^E;Lf&&^}aeKz6hY4-K3EDo61VH)DYAf?i(r#4(qyP{55tU11mtm2QCsndU-^G z{Q$^P6mD>o#3nNVQJ4xWjP6Imz7omksPn{hrotlHn9g`q`oV0Gm~ z6tGJTQw*a%MJOOOTCSjaCo_VV$(8i>c}mt~!^hb<5t0!Tr@i*~4xPU?JMqi$xNAbo zBl}!0PmLVD!el+X8Sj_X>&J15*490>3>A8PytX67XU}MV-X>>B7bsFD#m$@wbzb{? zWn7!&a4_OvS6gKMsNt^BlL9MWYUI<}sw}%ofU`V1ik6{)n7cy^M8pa`=T_xZ98t(C_)}5VL_wU1C zSpO}Oh2$TB9}A!*O$N&=PM1E}g*rl|(LW;$pRAxvEX}F2jP80sCRSe~Gz)3BTUA+R zV^<`+1{LHut*1mQwh6RUs3v;vu;;m=<4Bb z5+8~j<>artTzsPH#~QI?=17lG4O{ae8=NBTMvqG8JOxiWyR;)@n|2oopSROA+MVG= z)x%zj5-+-fI@veicOS}I_^FJE_KQ*BIl=GMSddlNF-Rmaf#Oc)Sq!a^Gi=poI(x&KhX(itGsRz}kjcvfbuM zfZzatTpzHbgql}znUt#^6@WLn*S>w|LzgNkVcFPpAsvH5kh(d$$f-sas!kO{<+)LkOW7K zs^{qb0%AYIA#TPUHzlte&t$40vIZ8zXBdG$L{Zuh9Gq5uHHvZsNkw@Q?Qw}(1I}4c z#3KoE*4tc9V7~%>zllk@7~y;>zl0*a4A!#-=6?rx#D-&>0r}(dtX->)k8*4uSdkv2 zs^NUj^Q-Q=uKdeboW~cD;Q(AvQ~@53l#F)ajGt^0T)N8`_w#E9sY;Lq`ni|Nz1f`E z0ogv1ZX3CFLv`3_4xEt2B)26C@2%!4xZCq*2Tgf!yNdxFFFQeG`VH8I3s4^hQ5nmh zA$U|Zv|7Kzvv?G2f>rnE$sqEy+wiD#Jc=G1!z6Zs%ar|e2(G$=6?WR zjMYixy!eW|Hrog-Q?lMO^ZnT=Zhor+G)46z0~R%1pWaO>?H znVhwb`sv%cBZ#S=ux|m2vF>CQyz_ebw(fA<3aI{lpZ`$mu@Z@ggZJ8wOyw54$L}5h zAqnN(S>Njd4(g(p?@8N6eP6Kbqlp6rkvv6&V__poM4@+AgNF9k9op_*TMv&^N=i!e zU%w<>n;7Zn_C%Wl2i&e)YVe)#fycQ!k;1&-o|-AHjHfx_5XFBeWRLIq@b-_p0c~^nfM>B9uc}0C-dEGyE%qYQT zfVA;H@&L@StU@|DhjkI)0cQ*{(-3^xkF3s@ELAOzSNWNa0<0?P1jfB~xb))&0;jQ(^#e+wI z&e;7LYF9mJO@Z2NM#$`8G|m^YXrH9jUNqWyockPw4}aQT4Q$xd}l*3WM13r$c2vzZWqJ zeX(*oRnq~y1Fbs$G%-Q4aQn4R$A7=a$9mv=%kaSHR+%4QkTBh379opj+5+-E@C?y> zkJb)VuoZ@9)@g?W-mXpxYsS(9 zq+Q8D$%)Fa;|rltt`DU@#ts}eu!R>8h&)&}cr^KCXa@po%lB(_vV?{{tI>SF%Cg*nP-kRj#7qglnv1zQe zXngSZ`k)`j0dd1;f((klnRU75_&T|TrBJD&?M2u+#|23Yqx&FjPkq;yc($f2i*KLf zQ%Zh@G`iu_w6P?0d-sXn{0MHw!k|>|yepfi-*0p{#$mq9D~&EEtlKU^^}Iyp-PGPf z4_sR=dKpwg_or(|TZsAApBME|{mQkCHDCfeTDSZ-3^$L3U@8nCODRgh47GAtbsAEx z%vJ||>kZP5m+fRoM${M7Y)riE#3TPA!uQMP!Tz%0JIZbZ@MI|*_F-`*{!<#m}d-pv5NBf^k2*Uk3Yzj zJY;z6j0eyTl5mL_CPfL(*F^%|BZCuOBj{m@0=W9Hl?3$wV*<^gkm6!)W|v zBjqNtOq1WP{gm=SF8AGNArJSn1`>1!lwfrOtN4rg8E5=&EHxtCcm}Ys zCPv#Swec%0u4P0yevOY(!Y**k-%=v^xqy`NC+a&a)h;5p-!yRwK z)5UV*;`0FK0f{x@PHM+--J4Fx7el|vI0Z$dIcI29*AAE~+xI9K`7@S;rXbpf0xY|~ zE~0R%pu4jZ;avneZa#lt2LE)}1V=q{hu3R+R38Uy3sHbd8*MZ0R^1I=pm1jX>HQaC z-?%lOyVZvd`;O<^1)mH4MWncm=O)8q9oG@xEzEiPgMjn$OAW)2zGM)otmunOTCH=i7|qn@*G&!}!iMc1Cc=|wZuQ2^S9*y~2$ zs2du0v>3~Qr%k?$x{hLEH!RiWHC{D;nTYg4c<$e=@_;1E<|c68{E<26 z4aGf1W1EZX3PHl)bY}43yN>CK{WZ2f&dLSRpKlcd#<+3IQg$56p&s#{HPODh^Wxgi z8`Elk!d)LRzQwnR@!R0vF|);-_(v;T)J~C4Pg{ar%A)|FEBD5T8d3@RYR`Z6PGeHUwS2yeZLk$JBjfSh>skdiNg8AV+1kP!?RC4;4AoNyrDbZ zm<5_U-c6onnOE)lYU|5|z1MWsW#HqQ_j!?yeOtW+g>RbOdb{B3-O-WNN&7TPLMawBO7&f*B9a!FDiDfOQ8Bf}cYDM5D8&=e*s!|srh zyrB9LGK{hZwY5SdqAA?FS>p&a)`;Zsffnvhp>Do}aFiIF5GsG+rjTR9qbpwRCN5DJ zPB@*d8|!|Q`@je3*P435Ae}GJ>VJZG2XLO}L83^& zclD`+q@Yu61k$kWKKr$e!|J~1i;X&ELIgeD>_YmtYUjX{RaiP{2yXmWRAIdzN|GBb z$p~YRxB@MTG8z&YsfM5_FC+_HZ$G?>|g=1Z&h0Np?p|rE$pYwM9@FEVq>9WU~ z9-m7o9FB~V=(M-y3|CfoKd%3SgS?IfA_vk9(;tVDtSQ(c>KiBQ_tYcSlvCme6hrae5XEga)iZzNCYNF z{jI$cAG=#(mP^jI_AlCg{tFcVESj_ZJ8d&qvHKQnpG77hU1R!pqY~H}3Fi8PQ$Qk9 zdv-%c_KCB~>o1PlKYk5Vy&~!`B^&5$X9urJeleZu_jb4!d3Or}N4wj-SL@xH$=B|9 zP;uCQEBsK5VJ7CTh%`Rr@ZICR{cz#qcO{-~_=B&cl6%QB?>K6Q!-=Nsqiu=!Ztw41 z1L@sd)CnlPe{>VK%icE*PFkr9p2-zV#~G$A=P0+&+U$|1&1H&2`RVqWG4i}T z{H+-m^&GdgI)z{Ew`c4f#7bW9F8iu-s1*QReCyvQ%n@J?M0=y(-76yA^>l_vvdNF3 zOorG&_b=G;+?;v?8M7f!@lU7@LpT3rTPSQreV3rgeN3PiNppU0phzdrD#P3KenPdH zP=812L8nKOh8xsqD&|%|hKb(v4aJaWqFMq-=5)Gq|4DPxn$DrL%bsusivbY%rE&Re z3-c{>!IDr5@j)&KxH_TGtdIi5hj3K3@83NPXCeqcv4e$A#CS*>f`2ENAS>bgtIm0+ zx+$wl)vt&Pdct@i%#K(ID9{eSUY zD~@mN#otd7jk~Q)@hC_Bl!KS;itStqL{q}WKxw&)A^7oFh0-q{;tLCbHoTlZmCv-O9rsTBIoMef?^sm1m z*T)_(j)rYL>+$lAR9iJn$o7Fb_%pGwOrO5R>^sba&_hW_B2*mw-Yzr6R}d#B*UZeF zxME6$q(7pcJ;zV_rzvB|ftgFosZGR7Xy=f_4K~WYKgA)0b9QR)h2&R}&?80TFuEm6 zCz-+luA^i6`2qcs3`V$1N86moYh-O=C6ZwuGiF^Lj25>8)>|k~RhFq#0yF(i=jdX3L@s|Cu2r$%&+ng5ibg38Di!2WHmxvs4Dp5I$O)dd z$a%XxmvGbd1W$64U(rA-QcblP>^P=L?6nDRVZl)N?;IXTUtGuEdQ29g%31pFNA73s zkh8>LJ7{JF;$A3U!s&Dw+Sj?r|Z~T>HIVbq+n2 zc2L+57r3nu=a9|}b?5Lp=uR!pKXCp+@OiBI6E)O(al>2bfS=}TiJ zVKh3=6S7?DFHR6D0*PZG}wCY`nzr^wz z?*!TJx&l?(YdpT8y;cpl>ZCg?;J4qkwW7Ikvq$8^cWJx$gGnICHi+(JPRD*W_bark zPbq^mJR=`ELpEiWao_3<`sc$<`=%F#>_%=c6!}Ei2_}nyBW=?f@Uo*(36pb1c{*=Wahb^D5c^XSJRWTZ)ePf@{46_%6<9SQhjacyh_mY*@@+At5^Oo5H?& zS1wa|cliNJyndzkK->^EEh~2DbbTU7v%?+h-KSC=15W5uyxqn}CC&UZ-}f(x(|Af9 z`F;Cm!U$r!RE?GNqn0LcUT2?LKIC<*cpab?|L=v3^6o}p!Yh+StXUa{IOiW_KbA#I zOH(x&W)#>8x#^NG!$#pe?)ljELuM`Ur=7%}enWQ({kR^rzuuTS7q+x8{%+2jMw31a zrcvE;Z%OPLC*XL5m$HsezAezoVy8sN@4;N9NN(SdV+}?0h%LV))!S+@V7q60=L@2x|I=w8l=gTact_zo z&u=gIW0bo)310!AXSsE11)IC@^j;fsWluA~s}FF+vE9q<(42@f&{|sI-0=__Ig^>_ zin?f|9)F&^62}G@OodV19wLw99ndTojdkBG6!eKfc2rgVdq^!{p+(!!?XfiYIrj-m zAp83@H21^cZ}jWJ67p|>jWtZqT;P*giif<)c+aAGUsv2JB*I7R(R6z_S0*NA56~PI zJZL1}Li01IH;T*t;1pJ=ZEPkz@Ab(Um1S-G&0t9?Jx7# zZzDli7x$_m-YUWLf`}SSo`}gGNt!a6ImpWfGG{`^hcc`vS zGB=dgkBCryTHdhdesY8QxX(2Z@;jx-DfdG{;hL$I;MPJ8y`HC9O&DEkHIm0MdKJl% zV-T3TBU}X1{D_t>{DP?H9s@cZce?Hr=2ZN71#Ew%&BuP>$!&+!6)LW0D;cqf8a%!* z3dVI+>&cbERw#e{VbTm+DGG|7eWdjdc7#I8R2P=|Cj}NXMe!Be3qGqM|DH zf!wOm9cV>EnNa*}L;HJsb#x%SGj6E=VQQ)s(Pi7nw&Jds5cp~6auJU3`a|wWAx}3R zb|*Cl7gvf}k__G6G%qPoO)-?fm0!%{hrw2WyL_9V>M4D*_56V^j^E@GgNVSB-EPmYzE2lI#oK0wdRV0Hic19Q7+Kd zSCvi^R6Kq7_l)Q2>gth0P*5Hjo07S;10ESGxcq3=;bfs^f?GHBJADBe_N)`+v@xw5 zeQa;(6p(XeK#(XJ{H%|7 z_Dj{ByhO?*(igx>6=tJkD&1sSig_HmyyV}<>$;8}diH}3wLzsKx!qfJ$s(&QuGSK` zSnUB~_3K{7)RR?BU;OO@$0Y z@h%Wrk~E%3CaGSA5o~qkuBH4=r)$vQRs62h0$<|D1RfKta6rf7&et=Da4qW)k&~&fGDGEhz@K**yuJ2AZ115D_^TktFIRD#-~;Kj~N!IUP^1*nKsZjH{Y=( z{36=Gg~{9ZoabK$DumDG93A5xQUBR@h#l_QE!F50&hZ*ePdw3ypz{A0xoHL>qihWj zalg!6OU^TBSC|;LBfO4iL#5CvBw$m?`9$^DhtRfJ6u9P8k@tETg$i9*oY%j-j#?#s zP0jEd&wW$ou|)!vA$B`xoOoOzDIwx%!J_hWa$Okp@G30%HX=`;L!sx8hHR7GF9p7}VsT92X266S?+ zhT49BE9OZ!upZ{V;_ttyhtVJHcbzL87WAZOaCb;GY@+M)BqjT`OwGX>#?i017s~z73`W}sCi#Yx8_U2-&vn)2*yU4lSQS%SsusDhN-UM1_e9HYLY-WmH!7Cp zS(?t+$shi0aWgh0OpF5#m&<72L6lvD;-#C4+*dC*@2qg&>VhvPX?9P$jmou8yCDOd zM|b*YvDj5WUt@NZal#KC?7kOEcpcB$aI52);_(E3$Tcu<+csq3e&#iA$MRcPSbV&_ z`pwf;y5nZ|bx;xkbQ5I0P~4vCvj|&Dgq3FLxIN??RFHX63urGo3Op_)gHCG6Szf63 zdsR3nx&GlPR(#3dg&ymlFx4-YvZ&`pNIyH=-Eu5v&f5seI5{QVKE@~gN_ovsxEYvQ zqJ4T)M1AaPr^!*i>W5A&{H}%(e6AYtu1gI9XaPLz4H*`Pf~c9kdY%!Vn|r2@V+`h3 zu-Fwg5VRF(eZkSoWSwUmXSXXP4#08#l`kf7#u9wa1qMV_+DAQ^agNe5@U2j&6T;wsW@S8?bZ_j99XLSY9R{G6l2 z)%e5w7>CrU+1c5J@gQs=O(*`WkqARvgP7LHD5j;w{C3;rhKYVmgTeN*NzXHXb+gx( zX97I9vcrwd+dpK?mwgK{0eY3%b{j-<{OJ_{9wzX{Zi)=sRLb!IRJ zP7cJ?6WP0$>rlHHfaSPVR~S_$-UyPN@LAvdoLDr!d-HNhRroT47FGgs9ht@qOd`2n za>M$BJDz%<;kT(wud`zO_q;v;6Ab3*o(~NXjCwu!%lzrgleenh+(E`pSac}Z;^Z0`m$u-(u!_y@Oo7r=&L}n-SMm_gZ&KizJ0a&z%*bq)q|*~5@oNW z-{8=)k&I|yJQR~wfoWJ`v@SnvjOv^E*jh(oD}8NWN@E}sP+Rg`4DO@3 zx_tH=t(c+O#jeLnH#1K9#eT6y=3soLCflv=FJ_Ey5X-r`MeWx;X%6P}f|o;3G|SD2 zSkKG3R2=2(v{TKlXNTK5^Hjm48S|`(yJ?qw#dZBHi3=IkeK(!glZ%3InF$T8_0Nzr zZbPOb4$H}z0ox*fD1X8QbLdHk5#BnKVjzLmT32sT69ro_#co?#s z3Ex2C7Ni@L6;eRL?P5AMM+7)=6|q$X+&Qb`_pbo^+31i2wLgVKhfhwei}*Q=_=C^3 zpUi2)Rlz>0OM1^g9^k5#rsgtiMWwea^Wroavf?kjKF=^4p4@ycp&^`vFFpb$X?k_+KJ8~*d? zYb3F$K*>#q(8=`c4PnR0hQ`FIIC9exbcIwc6a%EYg-7z6lH_c1q>UL~Na@Lia@a{Wt6T zqBV~1fj-x7GqYCg+x|GLJzL~EVG!d!RK>)6;d>z`jp`ALY+rs^EUmjH{~vQ@LT#t7 z^%Q7=^ATkIaFJeK#=Nn9MJ(iVjWFX~g-@|D1h37p=&NCA64TbNIanG3lnvOW9#VHRW3t^2R=|r@ix3}&<+pU$r z+*rWr-_d`6C`^MdvIpJqbzl{pGQ^GC_u6Q+tT@8)p~D5nLW&W_Un|}LX}T0IkZ!a| zHUK*^?79?mx)+-Cxh6iYrJmgThZS*_)0eesyTRc z_XgjqV&!2-UYF4M3197N()jcs)y}svG+g|(uS(Z1TCx*lIyp0?1aD%4mRJy%5H&#& zk_$0gbBlxJ*Xy0-xV?iKzxNYT)w?+o>^j@4uoXmZ&4ypvphHx7D0O1qP;{L2D|wFD z69=#Dr$%_aT66eKDvV6RI(e;WPl`}ukaLiK99P39aL+zCY0@?$f;G6UzXqKZQUE4?8hPpH~;l_WQbeWysbQeU z!DNIH{z+ZongF4Au=p?i>oq>f%2J38w`fp1_)h5g-#);LXi*Jc zK{M_Ix4#XCL4GgU{;vjiU0=34?we+eFyPw#WU>n7ihj~Si8a}7jfU4W^ zRlOhvP`TH4de;e72n-jI=W8iLM1#hr68h56JG#F@uOFWhL`8lIRsn>2QNdPe8cRg} zUdpK+wh6*iZDB#_V3qqzX=v{8Wrf>yX@yHgG|DR?O8PqgPf5I7dWOf!yzUDw)jQ{7CYbqk1^3-YfDAqkPzOOz2 z5?c`d`vf)Kd+Y42#n*|JnS-$X-99N4f*zp(?ob{W82^7i(=u5Kv?-Spw8lKtUsB72 zcWsjb6a`@NtThLBiNZYYt#C5`>3w*fRz!Jy;=Podo6hUp0zk(Ed{3CAJ@wT z6~(X*w!4bjV8Rf0r0K~|KMdTy3uX~;06l)B&6aR+3d?KDy|IqP9lIIY#P%El-|F_; z9f-3QkXiN_87ES`kaaL{1P7jNK|$;3ci*=+aFT+0Z5vnB*?V_-d&LJo3RP_6c61j& zIu2Xmbt($?{ccOfX^!CDBA;GQ>WI;8Sn2V&v?$pP#=GD$nxw9q%XyBv+uw~7)LjW* zCFgI)McPHkk*g?)P6bdB`#8fW$lC%fUelP+AA)#1IiFkdXq)FK!!M2n_#V|2!{~O9 zL~t77$;5!H!ypdnv|}J52X%}KLQf0O{N1%9l2=+_6>l$eP1vxy|0 zb|dMCd$kwRrYQ##QhJ;#W2i7uS-cpkq(y0u&m~Tze_!kBQKjZq`tCFCx_vcbc8EY2 zZe8jLZxU>B-xqUa7P@GyYUep6qG#rYX5xJHugy4AY1>gcO~}T_NWYR$M}G{ z0y%57RBC#@U6z|eG`DPHc{Q5@t5GR>AOX&x_U}WOSt_N<4Pk!H9tR zi~b}so4+)q(oOwF+BX&pg>oz5{7&owzdP5w9e5bAqo!5hT#x4};OVv&O@Al7(L5GB$J6(&CHd*Gm^g(%{g0@Cp^N)Qqq7 z7cNJD{KKxaY9w?MG&H2DC$II-eFVhzQj}@$)bgXZmXVJWHJB37qY>G=(HM3OLn&Hg zl|8;kH_2+)BU~|oZMk|ZtwK?Ik`jg!IMi=g`ziW36~BMV@q0ALVXbC8Ri%#5JZ+S( zbR8BNfQq7JaC$!QJmZ-j!Wj2Sn$H;TLFn%`5zK*v{)?F5PAjT>0RkxZRn~Y0@y(y_ zfDgelOfA;1@hZMS}VKu*UQLm0@f<< zm&Ai++c?ET^@78^6v~g^L>;Fh!6AJOH;UMR!R6L0cneWHG%#D?umJZo zpTt_V7XM|pVS7$+8Yd+oUg3GIAl`L1VFu;#NFC|pM`4~G((`Nssn&qr-kH4d+`O`S z@cl{a?LPcBWB~ou5hiYiH{Q__neOYx>4y3ZtCinCHi{497Tx6m?8Np?#YI5F5ccQy z1-sAA<5LgVzYmZ2U&2LT8+89RWxO~!7RH-(5-AaZD-rpQUiHyfk?nJr7^7CyZ*_?^ zZS=mZyU1NG1{U!Q0j(u0a-6`oE9khKL@jA5tV%JR&^WuM{XOm?Y=n9~n^J^=JnkHG z{92pfD5=VaQ_8;~pDAH1X5?_*>lcJulZW^*>kju+W|O^U!`^M>#p?XnZSpj*k!sPU z9@xYa$az7}`$N7Tx$(9rocKdr>HO1I*a-p?H!CYfxx7;gYk`QnkF)ymdMZm{AN5`y z9lxO1akVxey^}BKMNOrK|C2`SV8bGGzqcoWYADB$*8j*+3mG1%Jh~k}c82$_c(C!= zbx5_LSWm&oZy(`>x3!HEn>k<6?&#+ZDgI8kZb6g_!b(e$FsSs-ZIaR}P!yg0iJt7_2rrM{W|;#|U-qd? z8*|i7^_4N12ee>n!L`3ADw^V~lbhO5RvfCAHEk@0Rf5b5s%Lp@0e_}jOSUe8TG+^^ zv3hq#{>EUG)H&Yk3@*@HebU9AKI$RzXlLD?kNoS37c+X^JztdwiEJYt6EXlruL8D^ z2DrsIhm>14?=P^0?td=2+O?i?^LbttzPteMKvE2Gk$*v;?>y@O=a+L8h=A|Y*Hy=U zibwu_>-`a#HO6Z6Iwwv)0^5DPx<5F3MjW{X*!t|gGwbdnj$zx8+Jf0YImfi6g>&(< z-D%`7J|e`mJlzy_D^%SDk+llHalIreYOOV(#Z&|5V_rN`*3;F#=D>7ltI+qgJz`~^E?lEMs-lMJlW@+81-~Mn>u%l| zbSV!@u2G_2HlOxu(8Fj2iIV8E54Kcy8-*VT`d5qdQAFILVX^?1~jaj^3J*cn+e0)CpCqK`6cASKbRmyNj5E-Al+KE@= z?5%y&|92*PBH70ayU;h>G67zHdY)KMCcZdJM|&Ada13;OC)VoGT=Pm6G8}@FkTgkbmP(PX(Y{bXEP_f|VeKDEa{+V#b4lPOJP9cuB&7+c!7>gX}%Sl4Ik%j z)-|5$sB7dG}yZUC=B}f^}2xL2iy8{>p8B4AkdxnTb`9ZcvkB74E%?0eCJ8j zTHyqpD90SHD+$=s89Kf)kHxupcK$4Bv!O-^&x1k~xW#REFs*fU-7F@HCVyG>=^Fqw zb)A)F5LxhT1?hae>{cUMcRC7JfCt7Lc|ULu96YMf4d0U1Su`}wN}cnSyEU|qHdC&nQ|PsA3tRZhmxQ<{6-IGdsiaSY ztWzP4jmIhIcMDJgE!^$%)*?>QUQU6O*+X+|_;SWGo`y+n<-@;-CVB+Op1Cl#-!MdkmGXL~tSF zMhPc(!aJB~yo*9{z>}DaYQ{QQMgdj;bqSQ`xu2^tKYkxL^|b0*N|U7*2fgx$EVS<_ zrSXN^)%v#vOy(dg2g#2$tN?ASGaBptPUDH^VCD<4u*{kDz#@3NHwzduu!$8jFEa>H zi;u8@@LGNF*y3t!kEQNx&V8EDUOIt9OA+Rp)+S`Xysi3QT4)6ry%Fp16HMxJZi{r3 zFt{k59UQ?H-D-sV(3Wwh$E8RCH!2S`lkPF16CHcYV_0u|GDOZMmhHaB8n-G*$dhgOzeWP#t&ymj zY`+Bl9g@o&8Q-a^%-*dBn@_r_&(&^&$ije1b09+Y1$oXV8#A6vq6A z(4#df9QDvcRN|TwxOoBu^4F+J7=cJ4@hH3*o1qh3p(bps5a64XpFbMfAcAmj9Ru6r z7lU$F5tZ%Rj`6b^4q*RAq#2Zz-&PfJ8PC%O(;a9p92g%Jgqn}G-y9r1QBLo12{+mAseu8c{+w&d{=DXM{}(9cR^aB zmOw9V;m}B2zFrgmh zL6B!Yj`H`Vu9~NgSW+ADwuda?vUR^`Xu3r4w=;dbS?iQ4TfF1D?+UtHfUWq4uirWm zE><0!G-K#+2M2?cN^C~7U#aC`a`)#NUR3ctt^AXRayY|yrXZEhn*4PF6&9IeRl+{7 zXxLyJ2WE9-gf;FTH|B4R(*?8qZ#<%K0hi3cA?3A4R@2S??)8uXm9Q=f45&>*U0Dq6 zfsZgxkqhJk6rXkx1Y`O$pRF*^_34;R5R3?ymu2V&F0hx!$mU1QJ)boA_EknHqd)gn z{?+=svBp4bNa_f202F^qh92@V)v2rg5CZ<0X@L}MsZTNHG4(@Pn%7e`Q}*`*#Ry_5 zfp%fYEobfapSSvHnV3q51WR0R^9wCVwl=)`X{SG1M8d&{ysI1($W~5@e$J9;^9qbh zU~v0nn4A2x+BAr4_OPKm9``(KAROCtnRi^%-LM`afFMv3(nqy35S@f3#ez;U(VGuBZf3hZ2@wf5M%%?N*#f-@$burmIy*EQq7^5vJAEPpsuR;g&sDK% zFV%m0&x^6(bKl(MP|njIR7jqziucC{qwf47VGa<>Cr%r?Dh0x!T>hEv!&-K>jdu*2 zRPL>jG*H}3?@g=-!wJ*6jDq)0>Q>tQ5t@}Hn`9<9swV_5mLu9xg$E5kynSgl1_DU= ztUL5Wt?1S`V7Kjipgc}_@7{}6RLZ>0a!4kA4r}U+1(tNc)#pvEg3wmTmCg6ySs=YToj19 zpYi;yy6~fBLG`En*8juL`e(|yTN(i?RhskWTvwD2c4mJF#ef*+c=y2bh zJ1Yasjg!}6F`JLMnjf1ixRCM?n72J6v0?Z2m%7?7_M&cqbq_kHm(ElI{-Tw6#WLq; zNRe(qrfZSzcDfGD8xSng5JV8O$x%ZDPg$=~FbBwc9SnyH1&MnKk26@BCAH&__IWQaG?Ch$2KNT9Y~wP9xyvU) zJrsYS=Bjz$p%akS(x^^0=uXcZNGh$_iI>i%KD4jy)=Q7BOvQBfNe}JUmxsAVA101q zUlf@zS9p+@CrKeEHhAxACr~tbvDWDPFh~i@?4+Q+r}RM zZwDlK(!2U-3+kDVZjew(drIV zid*<{Wv)3;)(Ee&#Y6st0(>*YFQwKm`VXTL^7 zy*rWYAeNkQ&J9oPSeUsV3r%iN)3#V_pIvrH4>5uOqEY(>+^4-(!<&|RV-9mp>(kH3B&lJrdwbCtKz=hE5%{1Z{XXIfRYG2oeTOnZcsiU;vl1Jyc%bplPsa+y9sl!`g*k8^zE zXU9N1CYsj|y4KK@p$dR=vQ5yRRH0W_wF(cK8FR_xd`x$b6gRS`XGtxU^5@5dKC}!5 zRpY^6Fj2C@dM1@Jp=N;CagE&QtosuUrfml_|HAyhmICr#PRQaQ3yHL{?S%-SdnglTAH3H_TYzv8OgMdp=UpV#w&l{>2GHXLYa1yh39|EN#E zNo^m1JxZWuI=;4wo?x-{Uu45_l0<#T1{2K;)0LVNAhkr6c*`4I5kX&9+;vfPTZtDL zkpB|*kV#G;y2?)xfvLaza{b8W|CvYLAXrL!$Gt%O|?` z{1&rNLv{_)7|joxr>APL;~T_K8&HZ+mdkJN9e=dx|GRuIWE9cpL3_O065$@@%Cj!^ z45PEo_LSCoF!c>RBtylDm{!O=c;&>Py%6CEx!pqsn;GyxANS^MNxfse4K;MID!b~9 z>Dk)%GYdz;WLfKI&R;c~amS6}qm>Q5R68agds=%0qR?t#J!wPVJGv6l!(?_^x*A)W zV5LJG{^baGq0I96eC)a|<#FpdSAFgdyY{9no>e(qY`ahV6t{Zdjsoh%Ddvo=$2y|4 zWeq`>AqSaK1OrmiCF2k4lIl!n3MklaEVeLv>OAW@!UUW~?$~_1CA8Kxv%3s=Oui6v7%^+{2L2pOV>*cTq303H`b3C<4caovkzgRKf*rY(q!OI~r z#kOu}VsUv9rpjAMQj|8PkJ272j95x?XF_{_^MniCeyJk%SHG%s$D}Z7;IS$WmfB@- zf&r#YFGANFvTH{+@xNacY%~PPIvz6(moD(C>=6WYR;eB#*=}810cE6u(b93WjGjGT z^L?S$BA*!EWqiC(fm&RqU3@=!w7hWFt6nbU*dW` zEU)7|d>#FA{!4nhPkTS2l2m#BVcBVQ)V`;+4A~I(Hh@k4cNnEk3@h3yvaHKcP@^sl zx4j5V+t*01FBp}OaFk1>1FzL)E>U}rzW9}zS^Q;#1s&H+;I9-G+#OAD+GnOVewJRSW$Z|itD)iwXCPW|AbJYU2?OXgMki$&&7^2iPMz7yk zKX4T&PZk}2?%Wu!?dbhw3#C+ZdS`sT{?GoXMiPm)WuRNh_<~&Pxa@d-PQ?j>-^MX> zS=8%6|3lNhgm=lN5in+KI>G+;_7LFnY}6)g8SGop(n7G!;HT7)0dE1Wk zVZO0Tu^sv6U6`;h_%FzzhPq`XoQB}pPWQuH72(!8$PyEC%YXFa3d&!#%=#S&-!wv+wg zvlWJ#-t07I;Rw2+hw}lDpHJu`^wK=&9Ue|V1wG+I)XW;gk3kAMQ*iUR{{oRa^&O|# zCNn8`>VAO#I&@qsg{pTvhXaSGf0&&7nX^fa>sAdP=<%bx8&v$mA>Fd9B)YL%aObd- znXoQj<_roDxx?)}X)mWO5$_{1a530>rV@`JS<{YJfI8Pg%_`E7QY1`Mp!y~w4g4`q z?cfKW!t@$A^NK=^+VBk+HJm zYYA2SueQU(eo*OcZbwNlq*lc#Xy+5%Tt#bKggBl2AQ~p17<6l2tE94E`>{zQkV~=D zhkW2^ZGapT=D&ms?;!9%NHcX*!7o~w3&4%LVO0t9?$M0kuLe>c+t-DkZ@Pm z2}?p7o@6I0uZJC4?j9>?o8?e(E(k&P?Fv4`0K7qawE|zmh=B(joGY#ypGrP-NClL_#+!iVz6IAe1^M$cKkxXcT zI(Q&&34TcZ=4xQ2A91X%xr)2IJI}((O*o|W!;E&SAcnY~g{^>yasbrW!E&zrHX6?h z^Wfv+-a|bv@$#lSU1lOpoXXH(zRl^XS^G__Y&1-CDtB(Xgf~Lgtc^{5lWU}0xt4#%)HFw(9&`JadDbf{@K> zmE1%^Ov@_Vt>lJmH_3791 z_#5q^o~COaJ6qc#s7D)?JYk#lZOWtKaJD(a&-)}|=3dYhH5 zC4fS$ttqidXn-<>GmgYJ;S}v3Tm8%XwZ6cy#LDyFq!X*Xhe)>&%Ookq z>GOEGpN#K4Lp5_=o0mKS-6?lQfS&;$G+oXzHGtJQ?s4>oQrXB69$oe}bip2e@N z@KL^O!n?}v->}14_nOi*Eo0$wvfK&pBXrWeEJTDr6GIMke^lM#-;e=o6jeMH=B?Ne*C?!#pb`@ z(TSZ(e&(U0+5T2iB;aq*vor; zsQQsQfTE$Oz2mA%u5Kz}hIi3!!L^@7Wzde=H9G+9%QQm*wvC+}+^=Q^pk*9Jd6Z3b z@r9!~POlr@UN1TiGTQR0)x5i0EN@j5G`$V4&hAul%>4LFfTGt&s(ZwlZD{|nyo(_& z(ZbD$;b3v;1}KvGjBc{JH>L^5Rdi5z_nyzOux)?KACfmi$-A|>rTeF_*I|u&PH?vX z#gNTc*iGs;Mq)xeO28@HA+i{5_ixW7as8NY34|o_A0$oI$9$ z+Tjaf7Re*m2;HMp|MJMXe1jbrkCTkI_#VddReacqkk!UCZ3}X>LHErg*jgTNr`{JC zaxraxl{SbDpsl;Ej7}8SHE-;k-!KCAB?(ccW;oq?Jnn%vllE|0>zanr^*EMpl&39( za6}wn+ccUG&10F35H+eRwhb*74nM)-OEL8NY!@VLRouN)c8209BN(%G4ohiNdy#6X zp|>?KV1B7j3u_Ucrjuv%myee0L`P5$qFTgIN|iPPz&k@(U8vD>>`>yg4Re3Pd!V2E z%^FoePQdoRu(FO=0hzQISMzpca+1)lZ?|8sPH<~628Y2y_+*7(b1pL2YK6Qi1(08k zW{%4zjVE|2g653o>DJxrr!4vtpbm9|`=gHe4~P!1L^#zot*KJm z)_o6>D~irc_c!Sw<7!LQCQbGxUmvdBK`?}y*odH8IqUk21Lm#yg{u~cgObF_f#^j- zWWb~6-d$thV-J1P>lx)Ig`TzFo?wH=!X4=iHpIZNNb%rzt%J#&*E$vuyXtd)MqZEu zWSV3Pte;s3tt#{mtEDXcJ~F6SnIkl;>Aga88L#`nrth-(TA6oT*$rAYGUPkOWI!M< z@5Gw6uue+B1Gw63XEeblJ6NBivygZE5Wul@Q(QeJAu-m+=uXC-H`kpajq0tEySN<} zM7E`Rfxie%C=+)F>-*<@*W^aD;MDf+68LJzq?Q~!zp`-VJRPz`-*s=)oT^x6k5!>I zz!w)4Lv8dG1SV_}oVTJa5ZdA&>~NXf0hPYW~z=4 zF|lH^6kR%(9H&3M{LF1NRoy8n;`U#dq5Nq92SM-fTsuoM1J`}cnZ=gJ{=gd}CG6Yz zx&|=)cxzLEHD^h1nF@k3pdft|^#W-W+4<*zn#-jW&Q%;sK zdc_M|h+XYM!`XBg>Fd!4t{ssQiKo!Pt5ISiIx)(L z%&`)(?;7NTD%mB=P(p21N*ovKE6I_AiskI5Nh2VH$#OX+DWj~_&%5f6;#&A%GWX+VG>vb*Ib-i*oca>B}H0QpLK9e=FX^@zOtTztVz2y znJ{>5efaPjy|!>DWzUy{o;4uE{2+*rO9?D9hJq}19bt0nKWH-(|BN4QfAG=)?w6}> zjd%^v#alhKYtu}=M-ZAm#_YGnk7PS6W2^d z>B*GmT0{eWbhX#V;V?I1H9cdf@COuz>iWviG?0TdTPogXH`pHffRW1?z z%k;mmlK95(N@Z0v(NtTUVQ|>rIlu9YHo}|K6;i*?7c;l&XDBDyDjc1u5KloiWE}mB z@64az$$PaNSbT8rq&5aRjEtVKFAUvG9x9{w1!|0zXh@(N>w&F_uKGNh9MB=r|AM`v zqBnE5rmBctXVI0!sF}gNSkFEKTsPi$jlp&m7hS0?tJ)QKk7SHPj~m-D#?)VhGK3hl zq78#0C}p`rb9CX=%gd#S!frG!l*U8Of3!)udRl!du%Fziy2=5RL4t8T@jgn^%QeJN1*V03y$d zy3fPAn|~G;gGnHxdybC%t#5J>V5i_D#~5)n2EHIUSDnw$nsknfc74s~Fb|}D^>4W^ z@}}zD^q;b4`3E;(<<@kxpVIbrf-TH%K*P;Jxu{8gGKspmp>ZW6$=hW^s%kag@(erx zH{~k_M3IX+00R+8^o0)ttqR$I@chf&P3N;J3Esua!_f!oD88C$cMg6b)P?QpLh+afH=#dI`C8qh#DbdnavdU47wuq25r%o9S(Q+E-gA2Efpd(+>{-@WA(u zuBECqyaie~=mtW`78CGW;N_5Y?sV?Puk855kxi#w&VFU&u1b26L5+FcuU)+6hcW%jdf5TNBTR`pX z&!)Sl`@Pq*5z30vD2N1z5D*Y3vN95?5D-uo5D<_G@UY;Kh=os1;C~1XGCIx>5J*_> zzmO2=nRwtqNM}`PF^KAMqC@bT4;G>dq7V>uu}IIxFc1)qIkFO>>K>3MT_|ZpbDsN8 zniEmAxb(==T~a0}Gd}R9K~wOppKm!eL3I(o2j(rgV}PG?@q_!FxFe|e-5b_cB?^uc z2gike6Z}~VlO(-{7wwF3)+&G);98i0^4o-9?;U{s@CAuKr8b&Ff#5#P+* zoW`og>Kyp>wth7`>oQlSR-y=anb14)jD;r;Mi=}4^GAjQPnA-xtnh_(Pscf(3)xgx z%w(@&F7qa1#?JXkyX+Bqe`NAPATQbh^Bp_?Y8k!i0@;U~L5%V03NutT1RL&i+-<$fCP31`V~^oN+` zWmI{%&C&)T^7yYtIcm3@ON_R`fHxhPtWOPVHfJWob{y!KjATnEAeR;2_4}@{THi_X zOMc9b?rF25@A@($COuaiR^bm2@4x8m$M36#}bfXSM`9%sy>h#<=H zO@FgY3A@S&ag#9C44l1z7-~sWZiUx;Q#|Wln0WdrW`nLgR?x* zL-fpvNKHVC8|G~jA2qq7H8c5#1rwj)i%B9)@>Q(ku%V=FD8g%5?zLgG^zSg01%^wa z{jpkVa2TngM%IKHqEW?#3d+%rCHTrP73ORrkHy?;1hOT>_6>FG;)-`;@eFI?vVgVg zD^Wg(!7B%Cnd7>gwz=?oL%p1kdCNitM}&KNjcp5=r>)B|>89@Rb$N_+eT*~o*1_Yj zrEuRv`HV?;4AK(?4OJO=<*IPnLU>?M zgE=IrL(Voc%T@&@n=Q>&NqJci{9R5nh|Ttm1@mSaR=J-$N0EQce5$=I0biXE(a#2WBt^6mtfX?FW)tf|2~ zUn5zyRTEV$%eJsKyT3DYFq}~eepO^FT&UMn>sB#NwV%vPk32Nl zv$x11iBq+9ixWtkraA^uS}E$>S@z&HP3iY6Kf4DBno&`?^^t+PX^vm2<9i?e%B_9p z(V=18_dH47YF{@RvGg{p#`lSa_fb4?{+aMxnu^M~G$L6-`P5Rqm^pL}< zLGK5=D6Zf&)W}nWChBYLdina3!;91kSWmyJAQuP(CJFLRsOZk+T~z-t&A5|KRDQVI zOe!DsNONL{g@D+bKq8{&HG5?}}-Z)p+*LQvJQ9bJx+lc(9^~0}JO^ ze8{Y}M!(C<@myR_VTjY~b(Ho@ucf;}R8S3o!7Li)-}9TM9Lr@~75OPZn{+p_+JZ`D za?EC(U^X4SY!ymP^_WKVlu@5bJ`r7hu1cV?#!7SNy03Bf;$}GB*=0!L3^kbSK50!e zbnrJ>;<@$5#*+K&ez56N^y#){5pY)%A$+(eGr2$!PVmSOIF+PDEa});jzD3!TZ57d zCp8T`lzMVk9R_OYdKyiPTYs06WNJLQ)G*M(I9_Mwk%LXHpFu8-yG!XhNy_Th!a*x; z1)2);g!Pr5`(!D`+6iRaE_mMh9V zq%la^9Df%w*r;8TmBqRJa*Ve@jz6naXL-tuON!$ePO87-t!99~ z`ZRbF?^}aN_N=ifTEdV8#}6n6S0fl{UdAjxX5<*zdjJIUR*5?NrU|gimj{lZa6qUS zBgd6~(DP6$1XroZn&$jLo%};d`N@)dXgx8C1G3_XktBJ|4;U*+q*w-Icn*DXg@bL4 zXq=1fa)$}HSJlJP8j*_y4bf2|r1n_<-N}8AFX{fKZ)&13^1C51-Gf0K2_@HnQpAZw z^$^?4iFjiKk4LSDqkc!CDDeL zqPjqP+Efrd;iJ?U_{D8E&lKM%P;U+w+n1L?xK1)*2%DX`)rz&3^SAPiPkc?Yp3&&W zh=2gz*y(VI+3=I>@F_=QU08X~bdfjz_RK7GAYl)WoXw*`zPjT0fp@>!cJRa&ss}4P zn!z``r0_S7;#!jGW+h*YEhUCrjL*%;H}D*EgQIA!<&|M-#VWQ^B45M*r~t#YeAO=D z#Wuo5#0HQ;ymM1cm!F%GKHeVsG2yBHIl6vMfYIoyXepvG>+iJwuu4Ju+qTNX z_N2fxS*yES@EvVWxFwL7Q>O z_iCrs0ft<}Tq$*tQGzwV$TEWRrk(E>Euy_x#i*{U76e}p5yWRk@-Kye9(i+42IeQ8 z)23M@S?)b9G&AI;HlW908Jq>6dy?k7xj_NFx8X>Gs*&@}_eqZFT5L`QoH~+YYh_Ad zmWj6{!J4I3<8{#Et2XluIV07l@!#2*xVkHLTw6+QVeKCinmUspV14}kmE?S67Oy^i zl>Wr<0PByl#89|^VCp&T>L(JO0d|b$oV($y(W=+TjuFUpy*wBPr5!c3Y>6*X>Sk@y z=rv)QOx@99O}9FuQcy|mDKJz{^^(GlY6vza)LUvxyuy=c_DA;snyf8R?Ufv&6`wQ3 z8p&e)CfY=69%9ySWi*wJ{n;QVq4CF}$M#vN`E2Rehf0EDMNZkWUiUf9K*oL_siUCk z3LalEJ1$x87!Z57eG#e7Me`CBF-X=d;Z}fpZu=S8kP&@K*6R4md>pN3fYriTsLR13 zYEi4T6fgN15NTmahQS)bnqwTz!Wg09?jhpiSd>1FTv6In@d8^W&qn3un26W;h{$*m&WJJc7hm7CEe% z)#qpVoE$DpJ2JhMfXa{4hC&p=i+e9CA#U~rKi^`;)jkGNem~{%vrj~N$G#Sms1CC7 za-FUcv!O+WamCvoFYdpjBy@r#1P!Yd2JOiE7(UT88&&UwXi8nO##VMAW7!S;DiBY2 z+&-H8am7v76ky$zO_3c~pHwL*tS3V>Y4p`mXp3xXkm@Z;vAK@3V=jOZMa&9yY2cH~ zBk9ckFu5K1Mx78N$!}a;oToJM6}TdGX`;Bm&|kssUpN7^`823^ToHIJ;S(}9uf27H z0yHZ!eF;5>=lLSofwDcR!9N_Zd-+sPv3?3w>;6$y&)LlXS}k5NJ3sm5CsyS>d={@N zTwd-~LHJ#XVb0Hngci)Y)1Xb4f=Y`ZE;_m(mKmwP!VMq=-j@DPqXy2OAIep5ZCWJ4 zo!~vgT?OQ4n&qn-64_tFevw+G4x|moevAfT4np7M);a0QmMugJ>4KcO6}@t|=`kkC3y*O;n?#%njyJ0SaecF0g z(p0+FNCGUcagJh0e+p;AN_(n+}Klv#rEgOekGnhFJUbIf`N?P zmf+xj4o%Ae>5)BvzSn1U7cQJ;1SJSJ&oLKM*57t&7G(RDOx2S@cZz*EilHsTYbLAc z6^b#g6FzLxIX>|9J~b1~z>?=goh>AU#J6HWKj(=_2QV5yYgHy3Ou6P@ZqYC{7d4U8 zg%+XjvBm(rzqg@*LbxFM%en`S+nNV}I8Rx*fA*ZpNL~ciSWlu!lIJn&KS88p5$N^Z za+t7IX#N@;pBqOl^`~d7Dx>G|MgVX9WIat_csg+(joOe|w9mHumk?4w9&K$`&?;!ZNcFt#la0Hj=5-#uCHHM<<18}XtQB+AiGe+>^( zRn??>T%!GTPv~+a7oszxUf5NCTL3i%UKdlc`mMi33a%@|ZH7OI_Ef@B!?rSYy@cc}h$=_^X-W4&5j@oo!JB zEB@rcEidz(r&+lm zXOVeJ^l3kZO;(!9@0lkyFSy(Q?y-m@!l4@SWirAmNzlOE`pCh6FXX%GQs$?deax7= zvj#*@euE+|AjnfqvRk7~d(pR5wv4r|L-XV+d_SLyPV$08E@Hx)F3?)FBQ2`==SVT( zO9&A0bJ-8L;U5fV%JU{+vA%+3n$p2Iqc^kCk3yu#*3m7oW|PTi5$t$fN;qkVj8G>6 z4(xWWJM71acAYDah)*(yY>$<|L5u^M7G_Sh+d}ma?Va1t-&HZ82HggaLlx65Vai$A z$D{^@5-=g2(r5ySdJ4Xz%Ls?GU&hRu*zNm`j(ZnOJeJ3fteDqybBWIadM>Sa_^Vy1 zHF6Q}7Quwa?2J}xNw@mNS9%rhqeA)lmqmT@v7{{bjhcv7IL4xyO%J%fm9X2-g(us1 zv6r0>HZ?VK2smO)%TL5wu9$DF`^3P%N#$Fh9|oxz#QSy&v<6MU9dqf21e|F_4d<7I z`6irv?TA^v|SpiM|3uFskN8-MG=i!oQ#e)5dNHj~n}L74Qy#E=o zc*Z!ZM~A!rkR63%EL=V2QF~*XxC?9uT?_JYd8hMPvw z9O5rS+#k6!te-i$yJ=-ETLPE^=DKzHk)B>5*9Brn0MVG)-6jgZ9OYwT9|(Fv#$LWLdM*QvEkU)d>4n z`_%fk_3x=qY26+~+*0Tm!W%<=!)xog46lfvH|nxNUfyy|pBgD+qhl_uq^PLMuSb3W zg=jLLl*uJp7^=4&rPr2vwVKJbXx8bypNz|(%L6$V>#ECHk;|`Nf7XMRbndJ)czSr? zUW7cyx?~Cw)d3QnYS&+QVi-@fg_Mo`)XMLd@ZEOUZH&YfgMJP8o5?@!2p$Z1uQUni zkWV<>J=QthfK;-(VoqF1womIzd%O6x^GK@LWRpt+d7Md%mQ*YZCn6k+j!Z-D=rXSG zi>E$rG%~!AAnGe>cqyD}`~gN^351O4?Pny!mEwhaXw-gEdLRx0R40_5`w~0OSx}oM zUqucjG5Bh=oi$+$x@|)a*VN=GQ>-;rsTT3|>QvJkaF>5YCPIzt0rF$3ErN|rzaK7j04w#&dsBTXfrh;+5@=>Abxl?h^o^P(i!OgQ}y=^GRi0UZiot!#q zi5YRj!bF1_56=ABm z@gnAg;V?k?E;c{ho-R~9f&sZ=h4Bxxz&C2rL2q4?9}K~=^}XzJ{qb7r^%Yt_E`5G2gpG^Sk$~yMP+x zUn+e+{y8-)yK^qpB-)imDRQ3$QI@$~*ShKeDFC4X^8}cBnzC-xc zP=DxZq(nRw%QxJ#FBnBad>V^93(&>BQ~cKt*gbR|tB{OE zUioN5itukJf*Do*`Lo9E0ut)_NxK9A<$ryHR^^bG;yDR7Sw22xRK)*IE_^NB(mvj1 z@X#I;)!0}59qdA(AzkwRnT&-o(w(vMG&G4B)!BNt(Pg~4f6T`ZZ+DRN5)Psg>7W0* zKrjahKZ!>h-uAF@UCnnNI58Pd%Lv-{^XGU>qWA{|hUDM|rr!tt?>iTmD53ASE!-@e zIb2&@JWXO#XN!+Blf#$2YO+x*2kNhahCqAWm3ucJC?cDVz;U+1y61ZCn*3n9_HuT_WeTdAS=gpIuxu^ zUpyVX$+O~I+Co5X_`AI*pfuenr@DUobfC&GeXi$CUKUFw6w@XB;qg8vDW;3Hxvs@$ zZXELtNu-IC5G35;d`XLu=LZYjw;-6kH^rD74{^mTJ~IVc#muD4Zy0-><=4%mbIIlGoBiOOJ&PDD82p?k-V;YD z9ivWp#QxpQ9Lc~I-in!S3mj^3aVyD+wBCgl4RoA%R4)mC_J=NawY0Ciph3@@ls#;c zFB7|yjKXLQ^nV1%nLoVGI&Q%kXmI#VEA^Tn^qL0KK(6|uoki6 z$t<-?jl~aG6tBHf0jc>YUh^!5O5*bu`?dylmC5;WXB2(a20nrt`vPnvlc1O)mWb-t zX9$@HU;b>bNqAQLzE3nD4BgLXd^3sF*z3gICt55ea{RA|@t5|=V(|2!I?Z;(2^e?Y2RD zgcj|8ZhW{g{dO`rrdNod9o?=E%w5fu*WeZTDAkaqE_af_%gH~$id<;$&->F3m(XOc zHOj+yQEoe`_T^0sXDe+MBA6z+>o0^K9Wr$6ez>=eH4^;((-|)axV#>Q?O-aR`qr59 zHO=U|x*cJkO@d|^MK*XDice~4EN^8egeJzucl(|&7bL5~Hgy*?d}jx&6;PC>aZjwu zh$-6R6A+}QgqLxBvAEF=`WpQ+y2BRxst_mdJrq^7E;aA6H5f?$7BOhyYj;e13b}lK zxT=zc7PdcMnksNQnmzpblOCTR@ZCHy#{p^UDTa=nwDq=2(##4jFyg_o>M|Pl%r2^u zjrj^Rzs5!p+=%|qdq-kTTVDoM2O(sTaI>c1+*d zbHS|ECeiCvw2yy)xw%iY$Vs&Dd(>ZaDaP?`{b=OL_{E~y+j?Qj_A~nY)}P2KYm?uB z>{ZTNAE1r%MBQg?7DB$Sa88<)emqY;7~}3D?6dcb`~uu&M2MjM_Y@RG1Q)0yZbs{# z#XS6jm?us7lyyWt7e)1lqczYOUjv#x6di@0c@MKP!&(I1bj=x91P1c?9BfK6v@NLP z#5h@aO~8UnaqWkDwjgWMiv;IN&q>%UEM#BTouLZNZ5ENVF{`Weg=xzQAIDkZU=@XH z@}n44sp+Kee|^ep0n$;GT?X@&AS=oMOTmU3LWa*}v!gEVEnig6Te$vvK=MitU@!5M z{tOwTcVDL+a+_ouItr=r^Pi~6VjqvMKfR2CqS z_l!_T(`>JFN88@fA_s9%{Rh8tNkw}l2$Q1F1mooBi6n(g)AL26&mQo~cetphSj)xm z#iDk=;6%(Y);lh?|Jy1lMyPTXqbs3(fW*Ia7gs(M26en-<9oTTO>awCd7A9+;C;RP z#C-RIjO=nW`9%w!{``7}oy}Nx_vIX`oByoMKAL__`lVTX`;_3yTDrjWSnGSHI^~Xm zN}8@@qZUOU&(lTFzYw={J85@U#)qvuGlN0w=kNct=eSun*kiA=_u|ia4-M>Q)ijI2 zI%kw7enc{QUxEr5*JpBBA*>z8sugv!l>@{p!M^wXYTcR-az=O}FQ&`5lkw@DJXR#~ z=P{jgCSM3b3HWdJM(q$E_x`0zs!yVT^liGeta}7ciN3beAV$75Krtpx&v!a}klZNp z?zc5qVMx-J0oAq|%%R^5H9iICMHK8SyEM3T* z(8h_2bBzjz)n0z-@C_>}DY^G7($TTO?l?8*j4nPj3;YWOC=9B6_+b1MipO!kj{YoC zp^I-Sc#_(|H4i5hAs+?}!dS?<1!|I8xxflWXZ#79B5PP~u)Uv_(nR|AK|y~Wqi;W4 z;cq1)y{a63s<^G8KnHhH9~g~DpCjNVG^EKDP=KVAD9A^W( zTJZjr9Ww+I0FYQy&-Pk1yxAh>MQ3@?w}v+Pd1sZ$z$?#Zl9n2)!xhP z#UE6{HmzZ8A`Gj&^gI2zdKS7`iD^JF7nv8iFXI%05&yugpn76Q1bZ`};;srF-(o%D zEH%yYQ++7;PpA1ew|{vroEDrp?3i&qLy1Kqu&zIg7(okf*#)=pcxqZLzLe{N#g|C#y+{FcznaX1B4HrUHPRS%PJS~83nJ0K{1 zvlK(0y6c;+u5E$_zIoqd7VeLh$2|OJd{yxzY=|fsb|>#9 zOMMGm3b{j`(e^4A4*DOb2&=9C!ma~JefwuZ3N@bmXCrfi%6M0!J}v0QwTr*>3BTc7 zwIfm-fq0kfR{qrl6JxZYAdiJ?-^$uzlWWxTGOl+ zHYFtiQ`h6Dt5!HiXcH1*<4rfMSUx10z358%9j)euxDs$Bh(j&Whtq7IKo{FW>=)2) z8I~CPIX*_E*$#K~9rqm)6b3E+>}F+t5Ve-uI4BB^)6DJFhOuSbdB1BR^lvhzhH?vi zi5u@KX&#aOtKv6)@5TX}M&_tZlyMGc9zZWJ6#1-<~(DJPoXb9ii= zy)dcgdkh|u(QP1*pL~HK7hW{WH00&r;9#~Dc}JHn$PK*6TRY4fHC?v=?DOEb6j*@A zrLjU+uTJ@E=Cw@M$lbATY+_4D+B?G6zmt^qeK?)KAf~X9=RHoQ_mT*QBA|r4q@<;H z1Cdy2i&s0kq5+ACiOyC70|N|uZBDy#jJD`?Z9Wf9j3+6~dUCfBKI1}9$8CV^x48-} zJy0*yMI^vuH{xM(Qu+ALX98k6#u($}W?QkP$aiSRnCjgQe|wt=3GAH@eGjRnG-Cc~ zdSS>|6>a*B0yq<8y(031E*YA{6nH5D;k=pv^nu_;JLA*jkAXy1T9w+LTZm9#;58}- zeZ9TCs}SByiG%&{Fd`e#d;0qNoIUxb24etXqtdoFv4|FnUE|5sE#C=vsYvv1tL4qW z)P*Hvzo7BczquB_1HR~L5+!S_{7HSg?iHCvkz?a&3LPW|Zf)*QpT54FQ3q!6ND5uD zq`Iwl1Dqd9ROvx}@COPRTsq6fIapX&PR9$Mt<%%f6Mp{|Wn9&<$f6b%5jWW$h<1(+ z7|Y<+d!Q?-M0kjajh)yIV>WJ(?3Moz-s+8$xj4>CyB+)Jvc0ovo!6)?5UnNPd>Un&UUz3_ttf{)g^ zy!VG;YMHVWaU)KhMB@4$QRC41`F$x#qwPes1+A2~ zi2LfMJ+;m97-)7%cvi8HTMAgJM8e8ZLmHvNd*2Tid}$A2@;TnjIJvuHI1?hYKUa7zD3wkGc^Z7ovQrz@m?+gpT3^%4tFcXrHG^hN`Uvkcf zkH@eUEG{c6OSmx)`lZYL`Lpp0S4hLnGB$wPst&D^9ma3!(uGg31udyW*Fk>>+N?ae zySuy1bpEE8*5W}Sz@SkP81`xeT&y!4+)K$Yg7>+rXpzop9oec>+ZS3*e7dj85@Pl0 zy5f%c9o^0HY4Bpp&t`iZZcs9RH?PJ|-cx{dum~oP`hEF?lUQ@~s&W%ZagGSEEf$N$`vr*`m%72Yws&+5p+f0>V&;{HEojKTqHY>AVfCv z6pU|VpuRnz5OQgQ9KP@nA?{di`Xj%+iItJ4+_K6H=eQ z(jJvopagMi#x+~XieR|mlWTZ$VJtRiN)&r_FXQ5&x2-3viUKz4M_4-!!;kkbu>hm^ z$NZ{U!;kK^^UmY6Th`WYneqiFk zMcqKGOr)qh*sYC_#d9@Uo-UJtq|eDC>&%6|Jp7G(%pd~doBo=hie|D7as2P{ZR|?I z!ronemF`kMrVfTUYA^Yiua**!K|bn23+E_dA*;L(I!SeBPAPz-nUOo+#d@=O{ij)I zBL2(Eqo9qb#WUBKa!60FEJ|9s#6_9f*SjO!yonM*;V<7}{}wxttVtI^Xv3W>scgVokewrL8NU}}FXu|Fxc z7#~ERj15>a`GsgNv;(_3f)Nm4$8jUAw@Hrfx`W+Qrhkpi9Ov5UD6B;gJyRrwbo3pj ze5T$&(UOl4EqSX>8uAwMqFOpMyulm#Hw`uV_BrR^fl z@&Lqm6RDM-a9~8mEEaa(PiXU+pcnx33fnXbk+zs0S$8dqd)zvnL=1qB*R-3?pQs3` zP$RRha7NENddA$?mkSCF%~9f;q-;;I=7302()%^#P}&j)G#e1=)2_SGf?(co4Vy2m zIv-bTF$56%UsXurY0;|sZKyU_8e0j+zUxSh@W%^s@Z`)ta&SnpbOiZq~xzWY44%1?)?B-Edse&8%z<3woQ2#g}>qp9O#EJ3BXi=ouTqqSZnGcSjx!)S@ z+AztLTV6eUT{$BCLgdr&ickBXdcHn(v0rc}{^c{GGUBbh7Q|0eyCFlahz6Av1BlU5 zaJNNw?(;epI$3^AkKIkstG?WT~_nQLmi_HM!GC5k;2+Up2TtQq2Hj7 zl-h?MIHlNHzyWpn8jn=89KYx$f$&ZV40?F{#?R9q@z67JUe7PSy#`MEipxc%)b$fi zLw==VxntAalI7npi|9F-&*0zcK6UxTSHTw5=>0$|{P`DZRX?splq>vdX}?+5<(#KA zl1D>-tzGTmU$lK73gX?p^Hx8?!x8YuQzV|rH{hDr49ql?OC>)zZ8x$N`?G%TqF@n# z5ugv7IVr*cpU=IVBXCfsf%!mX=y5}=N)oj92d8}otjk0iyILlzYNZ#+A0mNmBx-d7 z0r9Wkn~aXQ7Ojj-=D9{l7s7yn?FquW@YIOMpu$&97K#oQWTtulfscwj_2I4|>uXW) zL9e-{6@)G}$sYsW5u$GR$@0w0sY>Z4P*#gT3?5u!a+$yAz;`tv`U zqzhkAF-w{a1wN8!jLH&oqsMW2Ix2fgdwcof}GO}Ms8l-gt3+K`|cbQY{B+_7HPYM;) zTO6h~Pg##4CS$5XT`=z8Pb&srhAJQ|>~P|JGF3fsEnAe}h<%BDLGJHBN>^=pHw3B*5Vz^}5e${sQpHs?wj zSdnemub3ch5ciKh)$|?&z8NIGxPAb}UzVhL}u2=+`le_yK zo+iNl(RexIirw#l8xte>B-wX6^(3Dn-1cTn9?TH~hW*VxyQFMqf3b>;>D0n?8{7`| zn5VxTD2o4+(Ziuzfj$R8^b-f1;ksC1JYbXkr?9vBOTLPe>TkA<9~{YYFAHZ=2#HND zx`N3>z1Pk6wv9lfZx5HdnzRdl|H`i0vi*#*S!(<%SJNU&Vn}R(fg|l+{-@DwB&E&P z?QG2;N$L!%XLT1$g)nbhYip7jwKPZJp8oI|kPzjpp$?W^UC9Tvu^UxZG(AHse|;Mg zKP%BUTwtB&pE33BxhCYc%jD|ql-9@RZ|fq29;__{ z{%IjPUhi4g&6X?rW@9s&zH-2^Abc5y=emdTJKPLRGbBBqAoHRx52Ro&B}vk1-@3f- zbax#|Qc-`Gjh-o>Hxn>xx)LNon~AOFGU-ByujKnIaL*q;mK8rkP!J5}P7V6|TtDbE zn2)V^%`OiO4XyZoCa+SAbsfKkaCJPGB(Gp`0UWY{05!Tz!+czoSLK5N0g(UtCY>S{ zK*}&9=0ko{ya*Kc)nt;c?U=ku4oKZCN-?B+Fkl>-olT-<`@HD~&lRpxauDhfM0R|3 z*3$n7#I%g>R3!%O49 z@VSq!tjfOHXXM|1?Vr_kdLQ9-Uh`!c! zc|?$8lFmjCMGugvVSXF;nGAQ>tC~4tgM-{6G*QzVab440u?DpgG67Mr;q{IQow-l9 zflmSV15OqIJ`j!NLlY9(?THY#b|~MpYe^3x1V>cn?zEUbDRh4~E?thZ@DTL!K@D=L zQkU?4Q^1W&1$n@ys7miCYw6hc=EP$_Om%7(XgUFm6P;>xf<#pMrTstdE4t&;qB{Wq zfRuZ;$9B`URQaKLvysZSoVTWrp}XfJguU(hYj$KDU6;Svh}7CT$%2D+&a|XT!sjh3 zJmW6Ku|Y1r`vZTw0Z)6wJNrxdJv6NoMN+A&5kfgbKtSiXmw>~DKe{SHk@;OmYS%5n zd%Bp-7-8+0W!F`hz+Y9kh%O0_g|HP3NedeZ27d6fQno78TD58-GVJB1v&eEykqA(e z=y`nvWm|oxx4=H&bH7!g3loYp6w}|f(Y^=JlNVOg73?IAG1ffmgR{XbF1!b;b?4u7 zbBS`}!Fl+L23=@dUiX?X^k5im_sdGE4KR}pRxG9~m}w_=-$+Cabn~AZ#Np^N+75~H z$~U)QmvX--Ak3=Tz&$e~rvNvmh-(LgpJw(~0P$WYGMs(WU<6M2frW6lvQ?2R3d2xY zIyN8#mxaio${$AO$()x7PP%a%cP+prgWY zsQ>yd+%u-a5gsOiv$(6J^>eUwuz8QbVO`mY@;L_?Q8;c#m zfj~L`Si87vU@Hg5vxA%V969O8Ci0)dFlU2?)esrlf(_L~7Z%?8E%|??6Cwd%&x&zD zLm#!({@!aNc#qLvd{x^3$|z%W7Z;rHo!nExXxL~>2raT2#bQS|6b52H5+iH|S35}} zcaG9V>%>$UcQ;>@rLUA!a&ARu>y_%&h5MXh3KViEQg}Al4%?pf*ODI{mW@1FCInug zABq@1Hjwg|vu0;L*U^bXIrp0WVj^0GUiXj)bXsALH3}Kt4#73L)hD4rW34{z=_RNQ zMaM)z!ewbZrFUQPkfl=HTaV&^|8WoR?*QCF%Y$1r!3abjA%9$Fvr!I5zOM+9wh2YZiiTyPwLfZl7mpr5Z#6pCZ^8W=`4Wd|QY zp!W;SyGpP9x;GTj<9w%|y?z(TD2eW2cs*LSO2G2R8k{wDx6;q(#FBEGT+2zk#mk2! zP|3VN=-Z6N&H!OGSlw{R^n3NBrVuiAArD@y<$#weiGT=~?0=fC>t}7eARS9Yh}$`gMm9O+ z(aQ%gB)fMMxR0)(RlK9llonk07&GHZa${LB)Sw!!B$i*C>ECl)FTV?Y=9dHR;#wi6 zriEg0%c(oirTvKc|fEn29^c0|UyN&BF)_Ilk8P`FjA!uFFh>0D}3#m7{FCH z++Qa%yAZ`p(IWvH@dyk{8TK~DEJYgi3B%5hE5AZQKfX(2B=RYlra$ht%tG-{kT_*? zz+(~QcrP{5H&Gc-LWhQ7ij~0U+qrk}=RXir*v+-%px?FVxU>Knjy>*0%$(tetBE9#P;2kVB^a6%A~0Q}Um)~ZhNH2) zC%%68sQZ1K2=ld0l7|Bn;7>8%Zm=&S;DolFIjA&w_?t1oR~C`h6u&9#;;Z-FSbEEN zhoUC1d@Wug?^1*drr>nL;s_c^9@P`LC3lW_u`?annU0H;O@0=sH$mUD7k~7wiTNvHv#>_wb$;Y*>w;t^H{O{-nSbq`VHA@ zkx{ht=sxBr=V_a-4vwZC0y72wAa?ptwZR>#SKAa**FA-EyE43$23fUKwq^G(ij%Qg z&#b(^@V-MywJOykjv!hQ|H%W{`m9r@(A2$^Zs9a za$DF(1MnsiJ+E~NltF6n ziEWFId#&F16EnH3ln|7vbN4Hg_J*;`=L0M-6|$9$JyPsQcFSO} z*y%HH8e2xP`>2(}c)3g19^6R!)5f{F%hT|bWB6ZCy7e86G9);$g7bzu8v%-yXMN3} zbbpTZnj-Kv`BBz%vB!|Ca4gNIsbPRLR|y;?d_i9q~(vPcUys*hr6Q ztLM5P^LZ~PBu?fW^CH^+lmkrfL@qV&P0(S2vvd&3(BNGkgmV~NJiaI~Je;jt+{;ft zzOz3H3-C4*Ig{b>EN|FC*&V>9eAW4T&mGLD&`O;D*nMQ}EZ)I3u#zDZ0f(i`H!_=i zVpnQvJKEXSxVSEG4vNn9y1Gu`KgAoCgTA;7k(QBlGp7bu|BvsaYwUf?Os0#yvK&{s zFo;C6LNiG2pAX3#JO|Xf`6HU zh(XC}s9j56sgn|iW~9D0aK0BcBtIk9?W_FP-ALt9i8dr|K@{BWDMJXK(J=$_R`fHw zQK`Z6%4=l1b=R|$8*6*~WWIc4(;#pBs`KFB{q&X$qZgrR>X*ohrv>-Jw*dN~=FsP` zimNHN*B5bK&n;4ZMj!GBVemqZEB9aTn40U-@$BcfXI5u3#ybSl-j;{!zcY-WO_K)G z!R#bnkUOhUdlJ~f2z?sGH!r{afYgz%$=bdreplO>&y(0dS_>*wUl4NqU6#cV9IK3W zbVv{P-NWXS`L|0A^1@&&TE!$L_WmKctoJ<so7)2_}WT(ua{CS zb+G1swC|f6B#X#{KNQ?Cv(aw!Bx=;Z2IzPmrp-q8yv8TAWc^I+dFoh#q4#Yv>QxZ`_Qm zN|Dbw=G(>!ex~2l>VdU1J}?W9n_r(+Iw{`fMC_NnLudOp>Vu=!r>UXOa@8yQ!QVxf zPoWo|>#D(-KqfDwfFI$h@S@oeXJI~gGKA^k`A=L}MMTmOymB(2zhjHa{@V)n-S)bE z`km>UeeCYe{u>nv^wVR_`rpAqeRs2MGc^V)nev)WG{4Kr&V!f)&X>?8d)r0Y*GvJ| za+f^J_gK90Uw<0+zKx<}D&Y7Ee|VqwvU?Y`?wV?)QbPk5`#WngFBu&ZRXbIbU0)*m zMZ-5|KZjZYQu9_0l!%d`^*9k>k+i|%wB=Ez)QNf1K8ybdUOjR{VNu6Rl}U9f@G=_P ztT|_sx=Z(MRH4MWXyEio;&C6Zyxe)dH6pg9wAUdVXGDSkq`Wfa*2nD-BD^|@KZ)fe zU)dI344rS`(&qe4OOoQC-4C~BJhX6Cgn~DMXy5U0aP9l+PqAObXWGdrvSA{IF)TY? zKGL06Y9JbDM7z)8t2b3&^SqkI`8G=nyJHH(?Pnz5Qc8dFnzUIF;C$F_ zyUuxBh1B`?5-Uupqwo~TEl$*@?Kc3%z2wj&RQ-jTzqz?wUCaW)bOfxeI-X+ zJF|h*PJ?p@yd&6&-hL^Gq;CuhZt}PUPBS>6&r7q$cY=wDhj@R2!^lGYLz4lZu#VC7 zB4dwC%|~0M9iOV(b6cevxukHPDDw`dyU|P@;ak#<$Y~ozY6(9@3EJf;XkO48%9-rY z`H$fTSEv$!6|2!ZNzEf!b}5Z@f+&ZKPvo8Dgthx1tTAj(5#HOggBaV-X%!9*R1uV4*LUZB8c)PJT}gh?2BJ2rfu<f# z&k=GpgcZ`uTXkLlmt;nN2LbLrq27+tmX;+vR594QVvWP5~j2x9}qMNXvv=iNm#}6|1%Q6j*Y#LXVKpQbjOC zy$(W_QjE%c6JMH0EgbeAcc7jygdM>m!Bg&`JETHgAQ!)7qJw|9Yfk-Y{Oj zDS9uKE@Yn#vTw(7kFHIbk`hKC9HZ`h!t`SYn-b4>PUA2*=Of}xw&876FLw+%y6N!E zML}M2opgQwS82;uPpLJi$(l;uOhO;7d3~wmCp0Yc&%vSJ&TZYTc3$~4MUx#$>cL%n zjs4u+aNOhi$k^Vy$=JCqDXzj*s(h`i)VJ|Cff_`=wBw^CB0gEt7&;_>n88*R53E}_ zMfH%<=d8|!qN+o>jzF_^!lQot^el_Hld3-L65IVU94vSgC3e4(bVjw$uQm1CQtx_} z7W}21jc`sMcm#2iL*bCSOG1w2=;54H4J;;IR`HaMSm@;C@iU>|i#@{iwFQ4JkIb2M z1TDC~ug;)!m*iw9^_UDk(gLQFS4O!%fJv~+Q}Lv|*Zw-`uH7i_o5o&Q+QbQ0`MUCK z_OdI>@PoMkW&OhDyCn82kprdD)F%r!-}K#32$3ut(;TmvtRaO!*Np?vqGjF}=2!Lo z(3w#mKHfLGK6i!`HH=G^OElasznguYF_gmXt(N;}pT)o(5e&YJmgo3_I~E(0uXfnh z5!+7=y8%b$Dogf;hHqEGPYjbVTh+o2107fEo4pr1@_P<+Wo`~3S5bfcYv&RB?224B zJL&Ic+i>nTV&TQC`)!m^-9*~>C)64>JIccBVh*li!LX(Y;sdiqr{!HL(0(R3u6#Xf zaJi#k1WOtZSw@^Hx^DXQoA#+SFi=UKDr~W6d~odkK5N$`oD{&yakn=xizGdI^F%Rh=3 zdlpj8#cv>H724!{lB8Ow2Rn73c673f4EFr=5_VgLkN91p@7U3Wt&qe^Z1^RH4szXu zjesmpiKtt--+zi{@)@}62WH(mpTDBH6&X8Y#>=X)G38-tfwuyt&r2;(4c$lHm50xS zXs;kOJN`O#=j+Q8-^&GQCz=Z0@;<)Y+)At(_);t_Ev@-dTLb3Rm%v17;_I%H5r|`p zb%`lWpblS0U}2Q7S=L;5_FWhB9R2ynvgI6e7nxxCee`w_mKxWx?mW>%Qfb!O3)?2r zx%?1ss~mq{utRd3rPsJN|2+=+YEGn`B*l$$E>L?JMFti_%!>LC-VRsFi4S z*H~MFHtLR)JA{Z^_S)pKY`lU^lSLKbOqBFT_Jiba2q)Z~CA*}C3 z9X6ApsT}-KGDyHmj1DmV^Fm(lTn`jkpL8|<-2L{}_)Qy*;iqVuns{!i=u{&gx*#5~ z_gYxoIp(B`_W0tR9{u|#t?|a?FY4WHZgH!CF$urnTugewLU;8ZQQbS@o0S-9$X9Yk zmpdwX8EDwG#-N~G@hLjj^B{_Kp@}1v($Z23%ki>5RvgOS519};$%EMxHBD%C&#;V= zd9DS*w>0%zkG5ySNi0?ul{z;pRD^bw1d&U9vBV8kDeSRuoTtJ!wR7Gld*pl2UAy18 z+xxkWKz4n@o-yjlO64TycOb>Z!uK*(QNpo;u1I<3-~v)=_R>%DS&CDBmj*7hm7ZG> ziqJGwKI(>sMpowi{!x;L*<2SKM?05FE34V#(DS3j7avvons=*un4q$ECjbT%Mzj`t z-iTxWnpP5b&lSHO^<@1zI~E4~0OXUE;eX)1VCcIZKz5Wm@@M~IKQJNRYb;mRxqvk^ z)m9;`j2w4;gnazY=o@|gpHG*2LEg^RrW`E}i~jJdi-qKJN_5d|o7k94&{|r6_Nj|5 zce&4~_djgy<(6!{^|OYzlt?)^Bj1uq)&68ACKGcJ)At`bIv%qnLS@aX1OwDRXp)?5 z3c%hT%_1HK^Y?bx{Smf{?D@AIYvxQB_l(T*-yIRNs?IvT^BZ4TCl7wS&fdhk)}mGH zy}znMOz&POudhMC6z7o9N5rW#<&i;nn2j?e}2A5uKH*KypS7$ew7aN^him z^4Eyzz*W5W)cTFRaaD^M_gQ^xh*f*I$yi0Q0D0I2^yai70Uq}0gZygTgHW27C|t&E zyk!>;=Q0A>GA5XV&VZ)TKY}6I5 zwwpJnT8q%+vRmc8zU{d`3YkZv9gD{weYb}u^zwf{u$eL}3{&>?&7|bDVeI(r9G>_B z8ZqSbVPyn7&xv2u3Eovf+?zPG9li@j{G^hp)&V;wGMy@TES0VaZ6?uTT~kc)q?R}4 zb->ZM*VdTboCj9;^y#z3ii_VR{M}uhF*H^GkWVGmMxrXVwI!FQVW*T=a_EQTO6l8q zB33&B5uD>&#He@Y_z?P`m0|ABsj!(dcmjL}(>@_qACe^oAahQwCkNV|Idkr}2RtdB zlC`lJ(ci|dr9V3%8$@f3F8uoDLGF{BomNZ7PZWaVbkoz^yCZG4wVa_ z0EGxEJgSrLBH=OaQ(-17D;Z=<$+^=+RX@XsMI0YSxT6_u z8CKT6a)yVKFf-ygTw_nXDssD0DYz&JzK0y!GTomSRUNmh0msYpg=LBN!*PDE@iRG> zP=F^cNG3#WyrM=^#E_m6TZBIZK!Y^+Ov1JYw zf}eqKr=;hEO=?^2fTOU3n+^`o8PIT~`fXp2q`LUp)3Zj>kecXgvt{!wl z8`SGsQT6f}KSORqlRlmn=y=?|l|@mtSsAlGNCgZj%~EWFB^p4}E@OiF@Y_xiGTKivA&#iV@8hf$oE9Z zqGWmP4YqoX6%{@`7JC4*emrnlUt;MRMYFzT`3Tdq)8(si)G!zc^WvE%cmAix#z!M7 zgWYf2*&49U8{T$7kq~u2YwJlfS>gDWb6F?pfA_kea$iw9-0prS* zQkZPntjT*OH6AGn^R9c+BzAV^5D2n1;?=9X{2X6^D?NJCzehE|j<}i1+YJIiQaFyB zPj+I9l<=jM0lZg+v9q@^@54k^Hxzuw4Y7+RzP^d%)_TUI=7gMR-$S)IdsM%c`$BDf zQ6DH4fUtN{&~ZEjy^cD&=N@W40w(aS>y7g>p{Bb~VCSlw473eoUwbYU6Kan{RQe9MJ(T`gWFK)DY-uH4>xm(08?Hm{KloY0el+Lq~d4SC$ z%!ioP3mtcr?C*h2xVNYDJ`SO2)8F?AQ(aBP}hl~_i0*a5vaQCod9yF5MbK`fQ~Sj{H;cFRe2AgXj9 z1qn^Xox@{ta(0Kk_Oo8nBAlQG#$*0*hSi6k!udf>D!l(#jQm6N-h%u^fJs?5<%`?& z@Lt|UI{h_lB>d9ld)Qt7)HxZp`y)ed?LE57y4VG7Bse@k8GAqP(QZOOhyQ#NDkO^l z7_WRraF|QdVnbQSclfQpy_l~09s7{8)vH$*!6Ad()F#yCkWuB;JHB{uH>{fD!nh-a z0J0o8Ns6(H+avp?aQUqGW#@6^A`5RIP`^RMtljxu*fP{d%wdolrtdCzD}M*}!;sZ!5hCXAe5ytN?kdIyme1nWiC!vM8dDA%@H^+Jr9ABq395^lu zz6VGoOSDIu7-)3)zV5*p8o3EyP9qDEYEXI^)|wHXs3fNuB%jI!+f}E#(*W+`W6H$y zCvGRr)=$93*L@>U@Zwa@UHKkunZFCQA<9k zghgkw_$*ETJ1iKbEQqU2#eaDfIZ?<^&e=4FoW1Y}xa{dDFdx|HXb9GjaSl(4Hcx4H4bVtk>>ve(U(K{sJDX&Ln`vut%F0upg# zJ%0CRLFQCL7&tNJ+p&!$7;;|^w>qkoO)!AT9WZ9H6}nP|d~)TIt`1~R?U{lK(+a~U za%%mbx`xO_psO~9wbEG4-${mWt#Z5 z6a{j}eCet=h`!PGpB2Y2pQ5(UL-oPu!k)nru8Uff_zAvjf24F_H=)>al=(gQdg#V6 z%s9*{?Am99HQl@Bcq&xz7MlW*6=d#T_89B)F1aDvhXqm7Awkd))k0$2vPL^w8CBSA zj!)MlATSLs;Zf=9-|D985`<;Wm#oJuOM-GL;RyY#{N_jPaFh)d= zp1|`d$hv^0o$T)DB2$WH(uUd1*SZOAmuFgM`}~!C^PRL)JNe3O*`PB^CO@^vx4S#$ z4}F&R0}%EZ=G>W20A?21u4ofS=)IC<%z+{UP5}taJpYfMM<4lHxqa_CPw#;lvV`XC z4s&C88iujbz7)ZiY2F`HS|RK_H-Z>&5bm>+bvnHEFAp^e5o}5blNZ7IB!If)DA4*{ z>6iJ^c=H)#mZX6mg)rn|W1!k1y)NtmwFlKWmTy_xs4G?phH+YS6hRJi+PL+pn?K)@ zCMH2vTSk)*z`yIZP{nL|m+8m_@jRCNBY8G#XDCsXm(Z!nOTXP?y`8Vzshh5tJo?+t4U6@092JU9;6sER zmzy&eNQT+pW;KHwNVKEscDc19miu|ncrJZwa`J!?S0k3!Ep|B5QjtI7GMCB9u` zt9>P1pSSvBc4LnHv+(mPEy&-+n*5P-+7Yt>T!VotyGS?gWooiNnA&5Z!#}!qM(bbS zD$~Tjvodr~s!(TMm#cDEZci94>3^pXPK4}3)G;SZnuJ%)qeJb*ILc2%n@>ziB>!L# z)xMqx&Y5Hp9OCd|_Os$TqzdJkJ01GUBwsM|NSJq+h4YGx#Aeb~OmRR=-lJ%A_BD8>$D(V#&#hT2iW;tn?$AdMRGC$5_Fn`3 zWoWOsc4>Pgj%DuLi-&7zN1C=iVSkBwmE8i}C1}yl)7})^Of+U>l6#m~vU-OGKPfu9 zslH16-E#~$4!LP_V)^J?P*%uNJ`HYgjIQ51r2F3s%DAk*t0B?{X?*d(nBtRfK{v$}@)AIJV?Iiv1*- zM458W>0qjS6rUYG2HQ|!v^UJweUyLwEQzDzo9chHBVVQ15G-J=yIPliZ|A@j%H(FU zLZP$p+fFd(4~cg4yqVz$x1Ottb(k!cQ{BkrowSD=Rh@m~zB0~^Z-I~09KC)1UuvOc z*HzaO6f2I)_=^5q4qm(?U=QZj85CYA#$vmykWOEk`15T_prtWHsN4(7Nwg2{Q;bMF z0_`bGxfgos34|115ze@MTj0>GE;rMWBCf#US3vGpm;8Y=ifm2&qCvt6g^lAvW@tPD zcYR(TjSJ`R-`!KWc^0Nax9p?u#|f69-mZ-wS1hB#JUn;_%)(=4mb!sf7Xf zSas)xV$?%tEfVlXP}Fsog0InRu7$u(@UZEWLL1n6OrVjlSc&>UmI|&Z+zqTEIEF?5 ztxti=LZ@|3GdA9_$amM)%AAD?zNAl z?Ch&Pw}3OQ)CuZtZVk9ULqGA6afkByPJ3J{hG1>GAC}twFubbj1oWPnj9y}{z6BUI zewobw%M2aT`fGRL=!ZrtAMCiKYmTHhgF` z@?W>b@@1)%ebt;lj6HBGleg58DMhr^9N4-)Llh4B5CQ{kPVMjKGK_a~2zV2Gf9$&B z^9ecRMXEr<#Mx%gt?Wg=*R9X*_kVLVQslY5e?^xHvwvjD-nA8NmS@C1tLh_= z$EN*qxfV*@M`}V5Z}~i>@TK#>rkM&sdXMuY1>*9|BQT@N{4$OB`n-DKOvle22?PcI& z=#j9}kV`Q&Cj3{>^8Gc4k3mO(5t6f^5|YlL|4*ApbLY7nW3~pr)t{rM0;Byd1e~E{ znSm+ELNL5BH4r9E>C3*V+>4fwSpsxc5v$w@*7B9V_j|>xxh;8P8vTU1WV6;vf|7xc z0;XnA1P;8Q} zrG5qvcJZlrvx8s;=q^Tp`Ae}hrbb!_o33QI^wfuGz^>_RJ*K`)k6Pwcn%X?WdY|rU zDnLJ-tO17Jc~FrU$5EaAB?%q+T+1Fe{MX%fH!shfx7^Ajjt&QN|C;&*iKDZ*!eNq2 z#Eh*HBrk@UBfDW zQ#YNPwd79v0fYKn21x0yA3i|2ZzBDM9nDyHerY)2Y}ztTER!y`Xs=!=H;`Hn@TP`q ztJzwZ7g&S)uL^(ha-;WQ+MY@%{%0pGJ$3Kc=PkVB*n zFeT^I>KM6f7RA6fo;rqo&>crlpq}*G#Ud(8su((O5~TawZAZu1M=dR_i_BIeMv^eFKEm-zg051f5G4pN~2~Uw8akljgcF#l$ePoWNPnMBa z2cl1kJ>@OKFJl}Ee{a}0)pFX$Gv`yQO(^!I0Bn>;UR;XB9zZVJH=U*6;uVDSH%$8> zp`sLoJgmj=eC}S;*7tB}z`23$t@%*pRX00xCvN92H@V|2^bDKu#R`TjzQ#slI(g6! zjQXZg)!1rwIque%d(D=r46U!s9ToRtln!oOADi5jI*UwX?NIWJ?1ea{cszPtCfbhb z9H3wAkYjFaSikwnR^<(YWIkz-ql~+(6s7DmPxkA!uzz;M{bA9s>#ga1wXW`l6yYI2 z$cjxqaY+2X3%ic5L53rsp^}=Ltn0e(dNRvo*W;E7bRq|VjEaQYpX*j2x z*#!-a_OrJteM+7~!g&X^DwwTVrdgdoi*uzUmFTgz5f4=3eDk0`Sv3f5+B~3SC@7@jQRaR?e{z~J6+=_?0_!@EJDU}H(`iGOZ(wvf zUbU+xhW(SAYOs6dFk%?5cAAu^49_$=F6A+F3+&n9a_-Ri*9l>M5Z7|ux<50{RN}u! zkV-Vp1L~9868u3%?l@tuP3lfjmK<&_rQl76X*Kzzerh8Qq`j=EW?AdBV+eRM*r) z;&~qXlw0n`ca-%9V0CB^uRNZ6#uKfwZnk)$_`(n_`8r<&1k~y!ty79g!2FN8v3O{_Mqn?=j@a0w#Z`a@|2xG>l z=UxwvOKBUx;pU}^EKs0dNF&u<)gue4Zn~*-n-oKDZknLBR^XE|=@}gb83<5#N%d%Z zEcwf;m)%|U*7MIVGsq*+GS;4!>)p4CQC2akH^rZL8(CKLo?MoLPY>%j>M}e|))fSw z#{$tRW-bm)CAd;=ajda@PcjXa8)*@zk$^+S-oR^5yN{2F?Sr^z2K~y>j9X8sxZbM> zo1K7Eu+NMrRe_`4WSKrcTRxMYi!X41@vU6pcpfe(Il_dg3I~R^^*7qPq zmHUH?7CoLC7aunGob64J;uZzo0!USp83L&c z(c*;Ep~E9BX!ac(wa#FAcFoI;-*kG#)}>v9u81ko?gmeK3=I=OY4U;U{NzdX!iqNm9b?O6LVU47>ferdCl22!UE zZ4tTIurRd@FGPM{=chJuwGFAu1ukjvHb71Q!4+2WRY%coql+{}IK_j4)7Yq(;AnG6 zg!d>4xQWcGf(gyWjC{n>4<1sq-@P;Y=GEOKQX&*ZkWqFRi%zM<>IUHhx1EpHr?;v( z*#gkwQf~?a2<{9@1?uKqPtrO;NU(3~9iA-G@@$ozE%vUGqqJ1ufjkf)_4>1$5QYmB zC4iNSQ$g*HBq?RlT>6t)SocQxzw075)c@jwuemq-yBjgKsNlE@$A9m4 zbF1UaeL1UC1bk6V{$T%t*&to?03Y{06Fr#WHyM6epK1u?3&4SffD_o`1kWjlCK9uWtZV08cZR469)Ek- z;KDa^HlULAZ`Pk*09g>23{{@E?#V-7G(9xrJ)v{L!^eNSVPT==RU(ZZIwd9{UWZ$# zl2t1;L?rc(ynaONeEz_rw4;h}MADk*0f#5`w-Quj9Vt(Y^%b2+q1LBcqV>GgJDy$z z8_63;{Ue>5jZGWjnLDsc>i=B9;8KH!yu?z9+I8nCL`>>@qu2%kpeE4iUI5u)`RG;% zj`drb+jHNS?P1LIurE+A16sxI$r62j4o-{*T0pfin!GCX;)*6@Yfb@{E z9?ygDPHJV4WL-E=loXSd!48Dz(`xG=l;GuO8M5>ND=*Bb_ zGQ!{aOyt-Tze8mOn?Cwxtq|eg_v%f$kO3EC)}zwko2veuOU?7szM15bHOzy2B_y># zOY^VJ{;E6H*BchkbC(r%M7GfgL8J=7Y449x9hZX@wzh3brmzh*7jGur)&RP3S_r?> zsPe!Ysi29wM2$ZuRDDazc^&Mbe-6l0?zc7FP2A##@%R<=zT9_LbVqrmi(EuB2smG@p7^bJ_WmbJL3#ODIe$7 zr}S=nF|O_4OLIHyJK_R5PEFe={Y#m4w&b-4k&1bSNOpP4ps@=OMI5|~rT7{_ao(q* z6el#0A!gYfT=zEiOklIga?sr${Vk&m;axH)l;*Duh?}BzGKAbhQ42!{MrRj&OXJ*g zs7!tB=(S@`qPS(V@IFS*O{ z-TQr>97eEXhf5_8LNTroWW8zS;M3t#thtSI`vFK!WA$^_nn>Ue0ZREgul0X?R8TkB zu~$p+ z20z?rH}Sswnb8@`r#5dJt|zfe&$_;w(~S9MnCJA|daoT8O^Ug1YE`KT+2WPxxjD)G zd*Hn2G!s<{y(~2@!Vr8qtEm{dTm5(DE*HsDWR1wKp{t^-t(MEwqW+`zW>(YruHa$< z6SW8H8kOo}6vJb|F4AL%aK(oAt^sk7xlhflOIrr&R-4~Y7P59|@EF#AH+zV$yTC?? z&yfC#;9pUVT(Oz>2SC1Fzw!I(Rd1NZ9W7UPOU8%(>B+1#3hTd@2d|NbIe_P`43fsv_k>&0u2Xi=u65P%aA0!)||MoE*lT6o~2L;|5>})YCKJCADO$B6T zU^jgd1JoM*V6oC$=Il#MFbeoH&Lw=mOa*j;6x*85H_560lEn2Auv05cH`i6J)G<^F>t4%#?S#ozmQ)>XH%l06pa)pp!|I<^beKHldI*} z>{A^opHG+ z%$?W1W!Eip#fM}22Wd*&h)dz^9RBkqAPR_7w0W`@5EQV2zeMxsN}9h#frp&Y!j2-CeWklX=#M+woKM zuUrR~+=8NI>!BMna_O`RHB;zEkKGVvA5O`R02LzPoii z6DYBW{u_-`;y$In-ZDR*rOc?o$INE^G~D1s0;~jA{$l?oyiI7zyhNRC)uq630((HP zJ8c*UH53<5*b{)A>mngB(D=JuH8tZQ13HO)R`?in(j2zNI598IKeI^=VWK0n6)Qe= zF2nBr9mqXE2stH$Ux_NaQt-3eijR2E+55g_UEQJ9DiYgXpRt6zP*s(9|3dRKKJ~cn z!}qeL{O}b4%nEf+RLe%-f9Os$&2@LoD4~BXEzL!^P?;8=s#${vxY~Dqvq6w2=n+Qy zDS)LihZ-Pc8_WQG-r0IIG2Lsa+?6>_eNQ!xPH%X8C?}tVw51^DOcvThomFS5HFqmZ zLgbDrFa(Dz14^)7)5Ti@9phg~71jXUC6`a2P4|SoQ@%%7x)5%my zcEUT!AG(Qrxd3ffy^0evalhw2yGI9l@tQY3OVMn#+nt-c5rO8d3v{f~1O}6Fp7cjS zNaYAt_#>J9H_mQ*oR%}ekwfr71a1Oy6S{`$tNC53)^oA%Ie)D1k*~; z*H?ETf-5{2JYGXW{ZWL9-73(Gna<&&|1CUCaT!k#bdvhfTWwZ%oyY}ablZhF?8w znWTQ*NK%z|>cQ;$uwCfzzflTBx1Nj)sQPUDo%64xku0VayG(fI3Ey~|68i{^S@Ug^@!AzU&E%WM};Qf7-R1ZcsciTg1oY8 zPqrollNF@Ss6yhCn#&Ia;mN}AU12{xWqR(xam-w@&vF9D6KFt54s7_Zk)m!>W2qPDnq#y zt=PXjNwdkaO(ga(1k0t~=*~MGwxqmMmrdq=Ikhty`e>Pe2=(alNT}F~@6zX{GyKur zp23=^*}4UB-p&*x1C5AC9rM2{ndXO*7q!11{a1U#6jjuWc>MW)uRpCsnpvFtjBXyc z#0v&r+x01gaPb2^#fOD6u4|KBm6j$MKP?)BvRX@g@6tannn|xX+X>y|l72(--%@q) z1{7n%SWJp}7S|NQIsW93+vq06tI=Z`eLmRFPR}pGqZ@h%i@>r*Gb&MKY)tI$J)@G# z)k-=|w?`}lu*WE-*uk-USlDczvK1vAHRk-u7lv9~N&_7_&^-VD|B+vVxJQXphaZV_ Uv3>{sb>kxiSrwU5DWib@1K!#`$N&HU diff --git a/content/learning-paths/servers-and-cloud-computing/aaaaaaRAGexample/config-diagram.png b/content/learning-paths/servers-and-cloud-computing/aaaaaaRAGexample/config-diagram.png index 8f3d0289c3d834e1bbcd33cb938e4be33d25cceb..494aa07c2ca2c0cb3a9b60940e0179b0e814e65a 100644 GIT binary patch literal 34778 zcmeEuRa;w6)GrRj-5rWcTeP^l6nAfNclT0UiWhg+;_jiv-MzSk5Io2U|M$H(SLYL) zi#(Y<*|TT%nx((BCQ)BhWHC@lQDI1aWb=_a+?&GnGAmkRPJ_(A{;q;;pUy`)2h-18D+BP7mx{TFM|#Z zGS-6BTosNI-N*=&lybd%2)=z0gFV8WDL1)&isYA;Y%^e{(+2RD)j>}4(l0$XV=lMX zTD$YiZp$323H>`rH6(yiR!Ut0g(e(Z0>y@S6=e1L()!khcHjod#CoUG|L@i8moGzj z|MkzB{{PnhO@k&h8tK`M4R&DHoP%+Hz1iTu6pe^X9rXa`bHx)}1Z-k4NGu?2H*zvX6|>Ig`*hGBQYX_XlD9IzBI{+Ip8a0vwQ z6Q#;V5~O&LUvVS4Jn%yFBK#MLtG%!6G&^D+Dy%sOBl8TLx|<96u%5nv!Vuf!pAY!f zN=Qw6(>aV5Wj~nb5WDA1m-lU#kwRC+tifQ_a@?}!=+?T&YeQIXvMl1s*5$M5rAhjUk8&j=l!{58-7K>#LifV@ zrVxn?P2p6;q=hG~)J?8e)z37NNVrO~fO`ErovCCsH82-*_#m8mY5xK$q(J{R7ixiU zrX)C=cOUiMY3A>`d@THD?V@w_k%@!0O zMwTiSgRF~;EuP@^8A`e&{gA!Dy*R$Fjt2|&NAqF&k@vqRN%Ptp_GEe;Hy*p@>;@aP z9LXas19#9&w&NN{mS<#wPiGf&OelPfX3Mm1Z;0o1ercXFX1KsEp`i$oqn&Zx=3q?S zyF$)QKBy{1cef0hSKQf)XxU&;@2)g74|pdyawbDAI=7x8=d&WnumUsoL&nKAmcs%I`1vEaE|qxZ9ROqIF)5597o$h+GO2&MKi?` zJ*&6Lmhc#ok#{z8rGEyof(+z1%+fxoQ#g0w$jzLhgu=CrY_E@d84Y+td}AN#*-%RK zjgwEJWVT&|pLU6QrC_Pt6uMjbZX;pu?AOEO?Zj|Qq^X;FpU<7Fo`%|NQvAR=A<}06flBveN%??$n1% z4>c>(sM9!Iz0V0=A0A3L3VRBsUAsP_-uq!CsrwmO9fgWzID$grF-}JNuOkw z)<9tx8S;>64F}6unvXd}9C`KcSqutXC9gZdS%pi(N{V{+{?Z?(6t#-`NC?=O0GH!aVf4f;P63lVWrRX^r-kC9tkHAgI32>br70nK1Ii0 zP=I6?bgD?7gfgT!mhJNwxLb{I1s-=4n&#o#zEcezT#Dv)8Z03j^!tIG-Rw&P50XO(+858qu5Qi*7&BY*B5UCH!!UjKrim_Sj8 z7RhkmaM<6}CTC`V?Jmb_^CMrX ztC%K#d5|nKFP=RgYN|DAf4)W0Rs$tjH5p$e(_wXh+wCVpBd2JDhXmn3!N|UygZTY5 z0Log#RP@Rgzx$WpQyA>arQtbMx1fQCII`B>Pc@XBN--U{*h;Cff7bvV#&DE+E}G8U z{zIlzKQ7$ADL*?P=J2WYxz=+$ZMt;11g;KOot=gfv2Wn|8ujr5lCrH?m=3%u;<_ac z>s|#S!9%Y`J6uo3-Ft2pdEdNePG<9jv{AFi_z%x*TVMc}`{^bZZoTznBdcN!b<7)! zHjZit=k1t)?K)Fhf3TriP2DDMBkGJ zFIr{fbz^VfAh6U2Y(aJEIYKE>bbgjkQE-f@mwx`fU{49J`;&DMi*5LHkM6D@`dD{D z%rC<6f$!)NrPI8&pFP&Ueo164Px|3-9Z_*0^VkQ!#RU0SC!>Qeg&@Y98CUH+yl7@#Tb|#<39(F>LBDh*s zHB`L}_->?n-4Q%>EfBf|(?cct!pQBL8*wg)P5Or;+>#s3@9`ZsU$3zr%q`xYLxV17 z$J~q)%Dw-RCE1gV$n&u%7qIubgcEVo?#B09kQIMkXm0+BD%q3jMvQbXP(rGkamSBT z@OE`v_?)fZo*HR7lz z6M+8>Pb(kpeEacwZc0vbeyk?xhs=;j&%-63yFz~qv5>kZWk9#??u_}e^f(sBts3Qf zx{d;ZN7NjHHf%u6J%J(sv9BAFeoZ4bivVdi-8ZjQFVtw}Zmp7WP~rzUE1_y^S`;_N55w7Eg%cI%u!v-!smRd7skBCsd}hu6VvUgIsyg6-4=GY5L=6ex zxTP$i%|#?Fg4%5Q`n+(AT+u5W@G^G7(6tL2tyW27q&Z@x(Xw3k#YFt3QlVu%Q%k`f z@@`=UP@U7gMCf~zM8jd~o%j4&JavK>d(`X_9l8NO5|4~MnLf>!GFM?-dU;6LI-Az8 zNmY}Y7ITPpT~_PH5yyMZ?$zrv%;<-{29Dcx*%6{IDm#6yGh2oqRh^p$tMqkugVPI2 zA4$~aYxRM49MfCY6%Zr)ja2hGM$aJZ(r^xRY5$}?$Y-Cce|=_;*T*Ei9QvD=(z{6p z6%=041m%4_nY@0ii-eSFza>)ErkP8D!H=-r54(Hk8k`p0g2qS$oU9RJ9G%?V*>SLA zo5U*-i`DpZQN{^0_HZTZ%QxB4VRFpK-3%$KvZG)LzeBfX+DYGPlc4TEt+1O_HT&n} zwqid_1A)_~H^u&bY?a_6af^VJGJr76QWD$AD;qkgTb+3y82zg=qxj33KQfeoG+RrJHRM3;EY1sa&1A+$eZo->-r*Ti)z zJJhM}T3JXz5_<|{y2FLv16gRMsd2FZ(-HdYmpW@~1b(k%4;4}(m&I`6Rpzrds{y9^ zu+PdK2GXFDxZJ(6Y;|MFFF>1{CU+dH=zCN+oEZ1eUy#=MP=OY)fa@7q<f zETIgYf3%+*{aO{J!GDlooq|fFyKag40#7Cih`DzOOA0hNVg+tW)>uxB6tqUl#~6pz zlte(bq2K}53FA&Vlaj~Cdue~J!gdhNE>2Tu9QT&TBpos2{Uza@5fk1+qRcNTh2!!8VRQ@yDtB$1WN?} z_tm8?{ffWu^H=z~0p?VqPdhdTn+f81N;@y4JXvTo!_bJv40|O45oy!={vXZH7*NO> z9KkRScaAPIwM1ySm~IKb^UcCihW~AImtI;7q3r-7UQ3C3e?$LAmicMs^tNJ+7`&5; z>NM+ra|yd&uzU?0#h0J8se^4@j4D$wMnuZ8o`r_yEDdErLsE8yrg<~ev)0@%vXjrQ zm0tlEb+1`E#29}#YI|RN-SV*3dfUD_sFNwRFBy6A$3aP>1)~MnCYY0r8&0uoMYR1) zf(vs1KqOqlVc6x_rwwOAJ*+mS2*RnOwB=6wdmJ3$16uC+B3Y(6kK1SMW^(OUrF|$m zk&Bbk9&s%#eB>fvyy{ev!lqu5xHc1{^QXsq4Q_t?*~~fiOB^0=v2s>NZ2h3qMUGb^ zhPaSgg;Yxme~24yz@l>?zD7AK=8;FMA!q02oc?Esj-hGpJxhpe+zH>0#Dr+}FJsbl zRNt@KZ5JMO2-^E)QDmvb%DK;Me#m!DthOg zUq}{L;~HOQ%*eERiY4t&5F$z`>Kd8C^sSAR{Y&@0w+|gSwG7a~txO!PHT>DNI*vRN zs9-2o#OtmA3+T}wb421+l;(M~IPyu@GB%vFG8iA4Fh?|?h}5WXBj-HV2p5rQzQ;KB z39HsB3B`=h&qR!06=_IFC2VwIj>QkZ)fx0ziB#2_mSgAhHrJuEG--U4ga*c!bW2S! zZSM%8Z?*OF;kw@uc6_!Fh8$_NoP-!$v6Z1fH2&@cOE(k_<${f~nPDtVh_` z6j~U>_90*H!DmF0%wYUZ|LM`3d@Z~bUsd&-S=;Z8yQokT-XEu?p}hOiaCxGW6i#c2 zYX2ZMtF83iAg{zIfL*^lVID`Bsa5y8@_d8}Gxtxeip8ULJ@!rnfh<_=+&xzgyRex_ zF#^OI$QR{n!?-!nz>OT&FVn2Vf!1}0!KcyE(EeUFh%d?haRrqikuMh-dGnx+QHnxt zR?C74BvKl73CH`oih0+gGg@BuM7Wu$hft>ZRx(c{-BtDK)0MZt?nzZ0p?VNBf`{=B zT{3j5c~IL8C345BOcO&)HzJ(4i!1-w*jtxZ?Jg{sJt z#^$6iO7vChTxn7Uz zcYJm&&FW4&~_g^KaQZgxr zFGR&4mmNnOG8$?koA&XrT9p5a8udIklf{0&B>-Dw1>Fx?*)B$5Qe3&X#k0jC^Ak@jA!>HPF9}r76PSAs^0nc%04^f^fJ@1=iWRLYd1lQmik-PeC*5bKhxm^-X2y z#@b-b1F*?&8@p{|j2U(PZxddnpEY3O?l;JTwf zOLim@yF|T9Gncxv5^)PC#rbNYsMcJ#QoWi4+3&53Owv<+8CpuL zkFI6;!c(b+K^;g#?c&lW&HXnHiAWjUc%eHr^XKeCp~G_EIumF6KU^-S_qVbTH17o1 zDsYBA)yLgk!#Mv3U6Defd&=n#1K(YiYI{;GUCu;aKnXf$%L}OIkdVC}Kt;5IV5R|i zL{dlf@=)S~rJ+V@?-*zfWGoQs+qgL@M9bh6p$Ki5Jf$hFm{gAu78wu!D}$Ud4mCZG zb{Gokf86#$0);q)U!tzcoB^7bjP1G_n(gh)*Djwe{H`II{gm{ZO$SI3<}F-DUGD@L zUC{N1jZF=tt`@{*Y)gLG62)oxd$rwFpvV+4oe9pAaXt#Zs~o4eHmJJwz*Dn_!oK2U z-n`=dtQh{%uz+_<>W0XQ?P-Kz&w{cn|MD#i>$W~eLH(nOXUG<=MB%oyrV#8`S)yxN zEfr9S_8=jG?{B*Zlpiu)umsczqPr2f?NDBL zJU?lccHmvu+)^+hllKr8#gF!W%MVGx4ZxaT@%657l!T6Q+LNnE3(*vF-m^Dau)bxP zP|Zb;nVdcwPr#p>h@miJ{LdhKDYrH|s&IAFVO0qhWatR!owR04-Ash+qs5svx}fC5 ztNchtXs;YS_m9rf14|*>*@i?C9TQW>S4qgK1e_LVV|IgM8$J^MXp{S*j^CQLGjHR00YtJl~SwCuU zd!FVR^Tmg8^j*yEXMjTGYv#f0zx=45?putI1Of?^3hw_V*2hF~N4dGZu%dTySCnb$ zY&7gLKgeXB+Z#v&tN4mIX}jHZe3{^^E{`&+DAG9@)BkVPr76+Mhm-M?U1n+sv+gTnNZvfoA#$2>ocov1jMS zs_9l8X)hQ(6-;(&ybFbt#(yZAP_BHV*549zugn(OSEoC%>8A<*7e<>4CCMDDpWR%zWbW^^J1u-`g^kgU2)#Q2DlDf&=rXDBW@aewlTW+>u+Mg*5bf;SZ7j7Avv zJ1$y#j@n#{PSu!dLxM-2-sw!=p?8kE7en{*Kd!*Q5JCcWB`Sr3Dz|&5yn&e^N*C@ZG!gdE~J=26%cq#h+iNxmo`%R-sIsFW~T6 z$CRfy`)O^y)tmD`_U>|=ips4D=O#RH@qb<(6Z?q44b8QuOa#Kh-I?zMdi{{rti z*s&szVHfa9JMh^B96GZ&}ZDV{p< z8;NYpH0vd+>7LDZi&<>Kd=4#G~<4Fjkqh;B-ynT zH6P-^V4JsoSB!J_Knr{cK*_=c+z(}}oiH4Ly7P4jC(BxjILpwi&KrB`)@5S$E_64M zP_K?V%{RZER!D>;Cd&M`k@_f7A`lNz_9)3I`B$&pibzvV!if&t1*F}mJLIo@KuRWa zzu#*}ux#gL(cp`zj)8y(*7Y*Qv!lsznjluOrTTtD6k~rfjOF9*Y9CVr6keHSjI)>>8s&iQO)t-fQsf=>}Fq zuAVq88^qrNsG>g5YTN7j`>IKQ1er=tFew7>4D07*9?Md6TJM2o|Y6b|uWt zDHF+*^gpY8ViT_lbJ}0N21zv;qH-e7n4?St9-mY`I0y!?lTB7|y$3n+ort)`bH4|8 z%DF;t`4oDM)n&ah)b!M{U;U7L{bMF9!^#Ce!T4-N;dgIJNZCpGZt=Z{c%HGfAC5}# z(Qa8zstT)8{H9Jy$O)8Z8-6OtrE_gNgr>e=HifPP!L}_%^j1Oc{<0A2<0C$Pw^$V_ z_h0D!ZMXdr`egsHt+P_o27&I*Vg!?f(0CpB*MtTQcG|Jg5R|lpfgIu@Z0js>&rDDZ z>EtI3%!-Y%k~==dMjQ43?bJ)4(0j%oMht);pdunW?@_kEWvj`DLmggQ%BHh3JQA?U zwpVP@JCGyuEkavF%K{!(VTc$@Z#QX;TvO_yZVDH8f>{i0?^nFqgr3+f)XW){40 z021PEO`e|_?V9oG4~zNN0B_UWYxJY+W0@Elwj{ERVl|%=h!1%L_G7MCAJdvxC>)gHKYf6P`s^ze|XzXZd=&CkReDzk)+_Vs%B`ujDp;Lc_UHaF>Qro+M6D405{z zUk{U2gjE^Z3MuQXuqeiQ5HL{QJPU3Zmd)n{dAEjP?KYj2$m+QRIXGIof9tCrFX2pU zcg5F^SdAeFJK&Q}3GAf1p=0oOgs^Jf5k3=YU>DDiOe6}EZhcrXw-HDg+L-=Vb+3-Y z6pi6fJ<~Cu@lT+`YeiQZ@S6|#vPbMA*~om7#=pABZUN2efwCSmAcM~zf-`I&_W45^ znRF}>K@_LODz%;3<}q9g1&%MuJkx$4_dxFQ={Os5^JuIM)MXWQ zMn-w04wd?7|GuT$5**^tI74tjcI!d1 z>07Eq8JMd?!6VJkUbi1yM*32P_hN;-@t+fxn1P#3Crs7eDo+;(80TBj-?bGMpC`_} z_|S<=+v(8zns`{kAf3#5Fp+U>=iZR}Y&`MPaZwm$Gyog_CdrqCpO{jldYQ)EqVC?QL~Bl=^>K?k>e&GZ;M7e z=l3za7n(A~$Jk4#`ZAgl^LSlR&xL9Jdl992jYonJLOQ*%sHhH|nPfv{?4%#d+~0q# z%W>9lr4HZkzxovv$6v7VJE*9YB8|aa2a}}+UG4)9V&}-O@)IM+iTW|KC~YXFj)>nM zVgTKXM(K=PL{=kjxR4V5c4>$4#h-bQu|vio4o*&d123uYg8%Ya%WqzpGTp9LeiWhr znP#5K$569?0cE+Yztd~oQ*B}HiB_BILJRU(9z6DR z#WY8sxAiiNdu6ZofATf{aUf<0+zKFdT{X1f-cB~T9ta2!=nZuhsHCM541a7N1Z3%; zN0wUnlZQlZ9YjM#0lF+V#1~I+uM8;W9Ggr=xAsN-&z(C0j<3)=QxD@e{ZzqPKZ(BX zQADrO#j$essYRKgSYwx(Qv*#17>*x9l==!*+ShsYNhAKegmN$ANIakoCOReBU$(p2 zPeBgE!3q)Ci;XdA5HaQ;z1ggkp0}Ier91HYJ9X!f>adYJsxwe{r6zp){oqe)JoOb1 zDt4;Vw~wlCuD=INjuvwJZg)4t=H12D@;%MzvZ5k*!C|vs((3PGbvEPv_O{bnx$mxb z(t|Ftib;ZlU)SBnVy)xg>_2c#-Umn3Pd#krm{LBEHx zEzW_E9_Gn;r9J`Io8D&!>mN%oGDg%~DzCxg{&&O5cs86w+`h)^kj831Fyftu-8T2| z*EW#Ay^>E>_RO7QtN+a;)?4(?0utX4#vGBZUPD3e?{E*_9xyeSOMI*|<9| z^Q92Zq|4F7S+-NsT3}G#w=uAzzULtI=~43f4mksH88ECGvq0g8Nztp5Ig&NyjA;?z zJjiv&=8z0B<1+~OGyNio${X9{#*y}nS}h#tryALYWyjz2bND~k(iY~^B=zH_r>hR{ zsqDc=4`&)mjqON1eUu86NRGOIJ;Y2Kp^F@eXyj1Jm7u`fmi2sCcb`Kg3*mu}HJV{4 z1Ditc?$5!Elh2a_wAY`XN!ix0u2#34FY^Arr(;y$l6>1hEhOnIq;8i^gu6WjzYQ|} z5-OVF8?m%3eeMX;ANr@!KKR$4RMkavXRH5{%hcdQ ziWx8OZ3v;=)t*f9V-AbTA?=iaBnk~Z^0Mz2c$m6&ewnU2!B5hU-C*Qd&uR_aia?o@ zAZLFC$Lv6LB&@{J|Kf;BvE3mKlBW}LFe#$c)>`0eLFo-WRDqRD3&32?GWtfy_YM-Z zC*5Hwu7MhA3ms0mp6_v(+dZ@sVoCLlUmn~33q}b_H{!amPLcx{+Dwxxn*JUM(uCtr z{59#JR((2TZgkorx%kGDMB-G2GJS`AsmS5PLGvFc6Ck|Yh4glBbhQRtv=;|lN-`?0 z4FS0xRZwW&H+BlXSIiUOFzWQ>+I#Zp`K2`~IrLu$zJk8o&CR~uO%~3${hQL85xn?u z*nL&x5)Bn9mCRuu2g%z{RgwQbVcnrUtzUd^0_M}j1Wt3v#w*VC$w4h}%Ab5AzG84M z+I!vx+Fvg3H>S;MH_ci#(Uu z+orz{My;k;vn)pJ%F~>z;_~fj>V4g^$)kaeExaW~@!1Y{SMfb5;q~!V+(YwuQ!vaS zG zoxXm$JQ%q>B=_u`)@9O2=B;qHf+9DODy3l&rg^U19&kEqMb=rw`sR+{!+x6fCj3>; z{Vo2_>*noC^Y|;2`W_N=R}}Esm>=7^B{l6FpWGUftOCc~F{$%Ytg9gRXub7aWx2F8^A_kiOP! zULXo5D{g{>zzNS?H9G?B>Tf2R5{WLgnDyUp66;4#YvrdGN%r^KSmgZFf}Up|>L&W2 z80puCtNnv!<85zqCT`{KRxZ?z9O6ohNpT~cnkj%Kgo0Zza%d`Ramp{(wgi9f4ubjq zAF=^iRq}sy4gX+zr>@fn{41!un_VYw{?E|Hl3M+u{g5*Avs-Dl?@5Ivv1p+Gf$&J3 zZi56Vfjwm4JDObw7JsQ?8rw$z=8GY@D!RAmx4$WU4k6wEPxBsrc(a)EA#8$d6JPWv z`1l$2)^*(F(SDbCj|BxK3&HEw{N6ALj1Rb2FZb}zUq}0b%PMxG9y~BCEB@OGm{lwX z?iK57A$c_1Jz(NcCZ8e~{0@qm4|swv>n^Y${PkmCe<-5N^p|n`gFlRU+yGn9?r@0O zO>J%MIA{o>EmpKD4xM(xYs(=XdB~qfT#5=#7@gp9xpZ<;1>D(p$M4S{)6N4&Q5&3> z7e9g=l9J5H_obBdjg>(=*Pdg2Mtm7}n?;K-XcMEKYa>nACeRD}vDvUWu$f~B*?%_M zE&W|{>UD@mGX{wwFp2=&u?^_SrDjAQ{-~19R07-~x911m=F3es$wJrDk}}l0-n0@M z3Z}g`x<~nk#C;E16O1_ghv1deOOhTUd&Zus&WnyQ{~yp&M)*Py1^oFCLVIC%(x(M( zOBD*JM9}8O9o$?81r&Xn%vaHfYt9V$BA$XHRxc*Evw$@4Z6ub&GB`10yX%;NuniR+ zfUjoo!RP9$o6_?x*51eQ9Kj{>sR!_(VpY*0aXf*P5K^|)0`}y0w$D}CHJ|EMo!`g( zDdVtB|G{_bE&gl$=Ng06Q_@~MI%VR|w!t?oqzf%s3fc-Q;3bXa%d|%FRNxA;E|ZA~ zL+GONk1zjPaI8;q6S+q$3>w1oke32fR3JePQcXq+!A}-Xow%5mlpN%VSIEGSE(bPfIvn z*v$uX7JT!g=-=4Ko3_)mh;2fBA4HhVR&`jp<{R!z5nRM(P9m64KWRnr%H{%wJ zF<@v~mU+{|>+|$Icbs4F;^jBRyLNl?x*>`;c9Mr;FsZv=8)v9-ivqptMw7X$yXZ$a ze_8_KT`P&&$*JY$S+UeYU{9y#XLnabL=u>VQgccBy7K2A3C?|ee_T`pf@Fm-l3X7_>6Cl`fU-Er)qomPQNao=SL1# z2ip_o_0xjGoCDx<@#|WEs{6`4$6J2y!T4Hm#tr6l*b^5^(^U(n?%UJ#%|24Y{Im+x zn%f{<7+XGDp?TMVlN)B5V6eSl%nR0!D5O3h{8)9JCLyHw3_^v)Y=GT4Y?UpSL&na_ zkQEHBBpyC|iO>5LjXky)-%33FPHh-_i0p+k+%XK5v)bfNoUSwwL=++OmByL%ykzmb zuOXbcHQ{4n+j5{ka_ZkR^E#};Ib*7L)n;|!Rg3}&3`Bw!?3%}%V^ALm;8mrH-4qnM zF**Yt5k2yCnOxnw@hXHfo+1(EC7$-4ld)X>I6DI0f(S+yhVA#NpeStc&p|q5=^?6K zGp=)VTh~Zl{Po9TO-X8#@RHYHD`ojVr^sA(Cyb7B61Xvc%}Y8=n7wc6^)Gz7z9<-5 z{a%UgIWVN)RkE5o+8)hB`4suGG8CnbWxPqFwlGH;mh`LI?ZhTh5CY!mF#j4uGS%J0PTxRFV5rx=W0Vx2RUcowDeBg<)#qc)}_^Jb3nE&i>RHS_w#WsLNCCEgaX znxU4}%@=A^J)!X|24wroDL_Y>$BY-Q9c z`CD{Fb1&nkGeZJeLW|QDXG58d^b@q0hk7iHy=FBbwF&7hy}s^yTJy>COqXUtv6FRI z_)M*aL&v+LN~#a8EF)e)iX^gRE$P^E)r zqmoF}^E^Fr9ds)#=uje#-!m*mD%8v=_7t%~gc?<4{ylvwLM?iGz!SLMKDSI@PZlfV zx}Zo!z-=8WKtzZZ&)o73f}o~%N~^MfUzaL{7MU88^B!qz2#=E7tqYKx<*P;Lm;x-& z5(6xL9K^k{^qPIbf~}LF^nyWoP?OxtDkx z?#`3U+FF+h=MVhGFI;v#o6@|t%LPezQZ`2{-x5!_Bt-o1v>#$^biWr2IFQVfkveW7 zMO>@0_Znd*>MTeBdTUkwZVY&0nUQbN?}Pge#Khq9zq5`k2>B6VgfFPYeB_k`Y|9UM z$CC6Ar5O<)(k@)UjhoOr1&nM}vIJ;L$SKZkKD(Emw1_&ixvj3JT@9>>U6=O?nJ9Gm zQ$M0#eH*S9?5*sZSE+wsaa*M@b1*|?#Tc<5M>?O^t9F1TBv~^tdB?37NeE_kS2~wa zFk1#-41W*pdvvF=KUHNG2@q8834DI+vpJz~7Y#FH*=>;)k1=SJ>eSaz(yZkFFs+cHK95(xP_q9G$wng`*j&sZZ zrtfuQ+Yfy#-7!zr6L3(zRi{nWlF*Jp`ix2^BD4=eO0Mz8oB0y zvPnDHA0HD$T6t*umYYDmMmhA&u$2Q z)oGVgps$6VOIn~jvvX(R=3*ln?VX>=@E-^Umma{Sdv>K&As3JfOUk$dACzjwc6tAHo| z9U{RXGw=c~IU0L)_%mP*_KfJ3XpOWbKz~OYq8)55bgj!6-^^Qm?N?s~AY5zzrI{WN zyMoSRTcPF`CwwvbPByL9CLQ=9BqE)!L}vj#_@FP39J^hQ$q>v@tKV?Os;`!qunH9%j}URIqvM!{W#{l=fM`P(3?ugdJA zdc2xvDQSM5v5#7vp@&)Bd@>H*=CHXcG`olpc>e(wi)nk1S^MbWux8Ppg@FfN4%^m- z>Aj+2bGYtj09T}X%kTO5co(9w-Vxy)bEfaJ--8-GOhU+sHt46|a-%apBu00kp2XSif|cx)i?v^?I59R63vkkK-4#&D^fkp#>S1V%bf0C{k) zN#EXu%YEBuAyw0uPTf&bKfEpHzqc@yJ&JKRE%G{ zdl%LE=S0z$&R)6EfmbcRAR!GUTnYW3+Zpl#CAy-PNz~!kyYC(zs4kYQx=ITXRJ-RH z47Qw$7vInxeR9Zv0hI|I6f3xgqj{CZgP{7X3v=f^J)f@bkGfPazeUbJHLSCsiT^+Q z5ec_kImQlW+$rTJkMoPGgrS9u&_o>y4Z(ij$0QFyjYhDTLWgJBSJ~E4OwPDo$m(6x z(q#y3&L9QQBjYackzbY}0W^Z6?lk@9rdE`KJ_uA(3%-pJkV&kYzg5zXh zGn>AX3lBv^#szemg04EdKfP>Hf_?9%eoCX=OHhaQ`n%1tz0Q9VZgkd~<;F*;KxRVW zF>^0Wcu=1jZC=A=uux{tk8Bl_7ESrLIJ*&^cu?XsJ#;N7hzd*+sE6Vm{nWNSUjt@Q zPBO9XNX6q^nk5j0NikV@8M$~VBy5KHalbm;Je?Yz zRM)NEZetXhcCqrUJ(*P;hq@ALEco4k5VBMtd2R|~GH#=_z~0YdUM0#k%ZOT|{`MV{ zUFH#w|LzKdH*G zUmnJ{T3r2zFZ+kgGpac#=Pza25VC<($FxSF-LaPIcz?O`30jUXl6U$E=IQR9YR=4e zyeiME>k)hdHg6>u&-h3;%X<`PW?YRH<`@=~_Y9UQnFgtSz=-gNI8w3Z^r)}N|H^{m zO`q-;KGWp+8l|X1w4=EEBd}-xicxbKZrF7JU1aINsxK_>y(VnAD9qng5WZM<_1@mi zaW?oR9eSNwIefstne-1CXD9T+VrxQoEEs&-GTD`9oks`)%p2QQ+N}_28*O2Eb!XX zz``M9*C-;{sTNwHlIiy{7SqEQ8r&KpOSLvpE>yuAz|yWy`7p>>e4=H@yo(02;|0Y; z#-1L)-=L5KL&fWAvmF<$VF7=YxJz*<$GF zWk;?pJXImH#fNE0EE1gf2+1Cm)@26!)Ae>Yw-(q?UO5B{Vd4*1EoPJ1_Fr*N0k_Al z^-4-%`_wG8dkq`9Na1cG^+MIiGtT2N&jYLnOCwRJ-e<@yWOJqzd>ih`ddRn;)>I$z zx`lPI(zpU1ud{DVAw}Hba^PL*ZO*%Q-idw%9!MSv5Xh?$ijA~sdiytJb;m&7z{SjR z(@vaJKp?g{J9d<8DXBD?C^P3-dF?o_4aqGqNby(H%5ST&kvKBf5%JLnhxdWh%QV;S z`Y4uCuCPP-7(>+Ih24g0n+4R-=rdJd$#IFNs*D@e1WZq2WN}*qIqF;*U79nR^1)!3 zTLaB{tmT&0tw2GmHILrV7TD9pV~;KDiN$~!hdB_G8V1A}NC@Y@L-(NPq-DlJ5z*j8 ze<$#@;6b7-N{)KWC~mz<_Zke@M5&gwUp3O872aRZmZ1;$KFp)1=ysS?+w(c|4t2W68?Ft5<#+R^DuGpc`v^B>DyC)#U)5ItKL51c>NB z54yd9-8gR8fhX-P-Kzp|xb!MCpPoap#jYcw^kVP)`WTgeeKqdv?0iopPU#kl7QJoJ zJJ8bK8<;Z*RBe5Rn2Cw)5sUdBf=jAuMmV=acn#;TG^_=mPYbAen#B=%>VlEuQ)$No z&NJxGiC#nDa+~O}FS)23IbgBANTEW8HB*X7shzsczqfwgJ-JJ-vaT=#EDBlE>$7u; zqm%Kn9R@{ep(vksk z``N#CSc2F^FFXLp6d(A!twTBIe!Gxz2GTk>)=9FqmY#1BYbrF@o+CE*(lR|2UATh7*oVwEtJ)_udF z+M2-`w_byJvFoS@v{Ds{_hsuuc?hL+xOG^&%;~$QJBov`b9_vfJL{=y&{gH~JA=pm zj9?vOL9lKz+!D#uVBja-wB zh6$LH!uNh-SeV=@zwR{+{j}h2)!SkBRq(Wt`nz@`z0D;u3s^}|zuc7^Byx|ZM)6lMTecMdn2uWZYizm^9Wa(7n|lYl>5dPkXKhu z&y?&c$YBuT@L%kW_0OiY6Qy>qmgBAPlh4;=OU18SS_K;c#lrBdu`(uk#NY&Oisw7w z{m6T>*|cS3WcU^?7aRm3E2|$4N`ot+HYcQq^L|>^_7C5-P(9&KxWAB}-WUZwj0&C& zKjkX-9JwIpheX`VSJb47ar=(^Xxnl`@`A(!1C5P$q=c?|2m=;PD4DtijI57p39wD- ze&09z`muy1{og21D$eBR$?rMekIKL;*vH{`yQvt8)lspe?hePvmzO#PYB?Q(dAa{4 zlHG9bUiimb+YIL#U+&|8+tftj&*ct2Uv@__=PZbq$LJK&;vwxtMfBgb!>e8)xvx#0 znAopluTNuN4K26=j=6ImM>)2_?g)K|g}G@B+iyYYINK2xG;PS25$?Z!1ajHxZhqq* zXh2tqHTh|VwTZ+?6V}2DM)rtr4K0lN)Koc|cQMHu5|Slr<2*$C(1}kP7V_KM?4*Sk z03xM}miO2lxgG(JlC|%Ba}{WK^R9vzKin@Z_44PiuGlfVoz^e;ysD+hq4@P|De|JXC$M@_1;in|#l^>dMWmp#UhtC}f~5 zM;CBTY-4eYL(5f)cS`^Gw>&OIx);d9IsJw?iHY%C22c8}xAeJjEmlntC3J|8JqQF) z5y3k-1ZVqS29Xl(DL>x!M+`=JctK$xdQ2*&Z;@xP6_VI>D_8MUR2S}Kml%kx$c%=) zUn59?XaATODgGTSkqN3|K^|9$+o!q-;|Te2?v4tdpq)@f%>ma%$|1#8=Hb+#eJt#_ zB^93IH#=&4=&#o{B+&D?w0KrG?nyly2QAb_X&|E^p_An**vbGr#8|z(3Mj&lDg<|f z-oeBvd{p_PCa_CA$eF-y;M_N7o&APC6k;-^3r)m4XkN}yNV7-^3_v|eAuFN2_hZ8DSuPbO%L%t+#xzhI{l0kcFsrI& z!V+(l+VKI_J&oNFo@_rJ-DG7nxg@P=>s?IiXh~cC_nCUU)^qGm z2iyf~a~BPR?dcPFTbY+6(i50I1Pg}SM41vbceW>E^fqbuN=<_uL9WU6L7m$m6 zZmh{zf&ny_M7H{bm|@Gkkt$W>tioc)-B2bsNZ8R`xXS)KY1%2J|j;!l4Y5EWZ#m2SZgEr^18cLk8|@4Fz4_8o&`Q zVZ4{6`g6}06Rn}hlG@4SzK3iHS-B5r=&IyjZfvZ~>Fx1?IYXGT-^18; zABh9^&~K#YRj=u}^qHu(qThPnup*(n#2N!Myl9#?v%?hu(}^kT5x;S&pKI)Xe%?D@ zrZ?ID5P6}jM|8^C4hdT2oIsfuJzMm&qa&jWRh+9!e>(BCmmhObZpf2(#u#@GiB~<3 z46zWb)xd@Nxj_*Jr>8%lSv6whz;l?ZHk>kO;sud?>kTht*g}N5I}|-h$DcunbJE{s zmhE$4$CQ|hxju^{oXWk%*!#dUoBMYOphtaIiqs!6HMj^UQ}UHXs(Y*FFtP6`_JcKe zguk=!?S6XoS-o~%+lp{91s>E42N?IX>+4yadZJ8y6D#^wN3Q6;*Y2&+g-lfk0-)0f zpqVuNRs58LIpPSiQ66+*VM8M2BW<@P^p#+{uL@Kencb+t>i=@aj`J%I3olffa>v`D zD820M9pYyEf0U&}Z%=bBbPQy$Ag+Sj_~k7x#+r-Lq`;9ql<_X~6y(HI+s8vPQfeso z1#aUe&M!IMhTeF~ zb`FvPVnr1SN{fvF8|klVH&1h$HeZC5`iS9;&|%^bIXQ(H-80KLm3nVU+U}dqO6)(Q zb@5ntg3R|;z0c5}k7ET-Ek9smI&n^eN-au%W{1Yp!L_;1o7=ZsgqEUsAk-6=Sqvr* z%+$@d+!TUlpR|;0$pQ4QkLm}WcEwrC3xHM!jKtM7^kj7>30vnbYNq)?;9^Yw>UltL zmcTf!VQxE(imTBy^7Lj)v1XA5vU`=OkGw{cgl`-3et~qYQTakkk%QZZrKQTDMWXX$ zfVBw#Rq(erghnwsC!}@?Iu!te-DNR%x(NG2(8dSBX;qQSn+ZRN7IG%sZlE>!(hCqqZ8?9gm0a0bEcgJe&t z13~&3;(r@o;}Ww`+EWjJnw#6Y5u-Wil&Tzg`)j~fLyXq-zlf9r=lq* zMS%C`9b?45#%G{>j&t9O!}R!IuJYTz{b}aBH5HW@YfR{>R?qL*VjCL%k|dv?1I^n4 z%VExjjDJ11OJYlYp?LTVxG?QLVr<&^yf6x07k!nHMW3J0e?+7?X2Dvwb{01!&G#Pl zjQ!J#2P<+P6jko$#J3u-%7!I7h9ATMFtI0z!5Y zbsD5i&rbC&Dsr2;JCwh!#VO10g;f@A3+mRat?>EfBvQ0=4O7(RO%i>l9Oc1{78Yw{ z-XBLjF8g!`YCXJlF`|6l9S-x3p$x-(`N@y6;G*A*eaw5lTkzB0lK<(h-yBX{^sZ%) z=!4EPBQaynXYix>uLAVE-;}Xp!BR!XD5Ac2dCxOrjWMb8Sr#sU;coKR zml)SV6|tZK)ApyKOsU(Gi`6B5+NnU_^Ohs1BU9lQ^+ibalx5iLKmj(<88c|2)Ad3* zDWL%kJzxhZk*+k(Qb<)65pu|}GGfz0r4!!Y&D?G;Q$V}zJpu*0)C){05*x!&mklfdEJ2g&X(qp5BP^9%kU_FOLe~0K_J=tfEJ4S>0 z^e?L?{o$P(=^qx$-yME-Ufiz0T4U&Ib5%DTv0?N)?*$!u$;iUN450;|mHJD_^?!oH zCa(+njs62=>HX#CUcqFJ2b5)2*6CTgWAZ77?i7nw$PxU+1F=bGt?J)?i=RHo`a-(H zBn{^GTa}kAR5kG0UZ;s94#8amu`W#$6JrKh@il8Z+ls$tldj9iK45Gg+^2jebh<5x z1sdr{)IXUu4`)j1N*3gi=@?aNlYXRBtsv98a-0J{6c+S2DZbnZ4-CJGhg7fsL^@*J zmCN>URjv;>6rBR+YCzh=qI+<0oHq|W*;D_Rj150}9)|1*0dk2F1{r4r_EFs|%L!{n z-L`W@Cg{$xu$oNtRofs}pkra2`MXAj?^A+9KL5G&dgD}kNK3pxE_wMq$~1H4rBw*r z|AosqkWD;Pp;mnGy9#R&fK4Na5m9#u`KBq_*1&f5G`}H zb0`v@8CLXjivQ%=@PEgsfiR2`utTm=7lqKU_P zfJ1)}rpWwwzVCdMQJ;JeQze4uYGfDl0h&qs0HM6`Fp-4y7$cnI>7z#%kaZ4NsX6;p z=mbmh#p{GM!EB6nXQ!1>+fyo&d3JGIrt+p=#Vs_3)rd^zner=*Bv1=M6UxcVW{T|h z>(}7$Z#j6@^VJ;FiYjJEC}{og`y29m=&oxnkxbAnO+7KifDZA^LZQlHDP~Cx+a;i& z_c-@kG8;^1sPrT)D;z<35fVp?kzdgd@*~3W!luN?L2GGv*agatcSV1BRf>Q}KO0L_6^&lpu^=F}HYkA-EBaoi6 zcvs95ee^q;8@L7IF8@ZiQG(Wop7r* zMT@D=MWc;t&X2@SIM5~(HcyIC)(rXFtvK|Y8@}GeR2y|8MhH$7DspLC6)I&Dc;-wG z9fU_G=`IgQ@-4qUD#rM!7iu?sOEzgaQhq6Y$bX1Dx=5mhwUlp6Ua&Wjk^eT}-@K>T6#kUnw+O@nMKoj=2cOl(F8w; zY32Y6P9M=}ck&~pwN%(+$X^^fsNSLLI z9AOE`@VMHR8C{@b@y7?3T04YU+k*i)daJe8QnOz$ZB*-fF+81zvz`xaSLYRbcNx@6Eb0dTgZ8(PTF;1_~NC_bn?tcYmIUnBx zRK#UeGmTsJd~GR&o-W;JTCwWQ5W6T6JjndrzT25ot{eRtK=yDkS8N9#MPHSs-X_02 zZUkRXE!}nHO725%855YJ5}Fbp5#|{DgfqSaD!|1Kp+jWL-U~U=(=T#JyXXk}prfq!FF*=a(BFw4HAth%jHv{KoxLZ@1vbL(bC#3i<%VZO+fVlnEU>5z#p24S<& zDSfD7ozl*oL^I9xD$sYeN6fZ6_cY>U@P5ZAn{nxm9FeK^)PvPM%T@fCZ$l4oQRJ7Y ziN{0%wcIzjQDD&b8%XT&-;x#eY2aL5Tdv z$EXt&oNjL)tRUIz532-vNZtxUx}ADAZ*dHn_)sOdK(%7Z^(OgwIFxy(=$G6)ag{y> zCqN%LLH>4foE6iqHzpuN7C0JyjDVG`BM0oKU;1z4#_u&xQ^YZrT2PPUwR`~uBC3Xa z`AbxxKgw@{ZtcZ1Q|S39`RU-UK&nL5WpNr$T|)|AoxAJOaSDlyOP{v#}6hdX}zd%1~?Ks8p^-ml}<~v<`{j!o*R&wkwz^@UrC!L&U$sIjV_53lAb#As=D)SdhvS(u#3*)8Po<+0DtNRg?ruTb$oTTRv}d#0oXBG76#!(o#)nXK;ax z#8W17a&kI0=tUuN`#_yx6tNzeKfmYa^U1JpF1EmX@7*5cJyxE#p7_@tns$DO3{^?_ zCSz30uT_}@Y~j(5C%8gFarw8ht|<><%V+8*-_3SX2ls?dyA5GhN{Fx?E?NGHK*)3} z+SZEeufrwt^gx@G4ONahcsb!?yT+&H z(?9NgcLvcub%!&;ylCGNV^UwF4u@ zn!?slK< z1#78j&C+toy9~;?7dz{wV;dbe&d5dS9LQyNUCh4n6m#A*`%!T@Qm_s4%w=YDbM4q^xFRnJ$HCNTa<)QabMtI=}d(PB*AtmoH` zwQ4%%(v1Kl%l9mL+1yj_@L$9Cm#%y-o8`0{rXGiFQ<hm9?N>6zD`@pXhr6yx3#{g>$+3mw+Pp@=0Nl;#5(i%d)aXvm-Tju;{14PMK| z7MXfJ;$38*O)(GsJ9Smw)&T}!s~8P=;1gYLxJ;OaFQGs}wwU&8w5JOPJ* zE{-_X#*@3hB0iP#S6xAs-11TJ0=Y2&6hA_ny;eX zaionxGSc;>bS-`6ZGr@c{Yit^ubvo(1S1>E^QECP|9!R&g$DxUCNNc>t}2jLsw`q@pwFIv7Q?X2=dfxUN||36D+wa$BE@#{ zoBi-EAr4s>-u+M0`tv+w70`3#d5*7O@_0AF$Sd2^UC{2lH`-y=5qEYrtcynO_Y-XT zQ=CSG;%(wWl(FvLkNYydB>D?BC!)(_DBQpFH`aOXvytkH74D38!PeP&Bu4p>+qQX5 zKs;~4{msUjyRaI12dE zPJ+#U9L{@a#0leOvm31$w93biG-&}ZaguOq92eMXA+#5l=K-s7NU@$*K#PL|< zBtE_x@qM_tIJ;Ku;KPRMI{yWuNUS>8XxFitvG78iT11;hGA)#XY19}f@m*ITNkXE& zHEss12*~b|?HtJ@o(?>et47&PJAyK1S4RUa**A_q^5JY+;f20I*;*Vw=v7#uSHahl z6^0zpd+nq=OJpERt^yLVV;Tf&nW~n>6e_dl*w8fZGOQ@~jXK5MGNAGXPlD6Q{@;Qn z+!uo)ZJEC22^R&p_$@MY*fN_-%dxPy>!cUY&L=s8ZWu-y68!MvgQ+4U-_UTcw3$Mp zH_Y{H%1TUKH7wR*@%>EDZSQL~c3e&ZV%>~KGq1g7Ri~q}2dQ=ZH#(YSK#zDzLd0{Q z^4X6Ao_{OXm&dH<0|M}>`jfs3<9lStn_;3E{rIB}&kSbIC&cFJQgo^pSxlnqCi|d= z^&o*MV-jS>6sWIdPkO7>xj(jz`GfmH4@l3`$YI2(bMI{k35O&r!GxyHq4F+H$C4YT zeNPcv!!Cx*p_$6&hIcVLJd9A79Vh~ia$cNEn2{Q?OPPI!b!(m82G@FU!VFy-P6JG)|Vwwi@mw>;+Zk*?L?I{Xi%^lfB*6HSP#Zw z;&GArEoDPJX<%znqGs|~cs~um_9lL8!U@y|`Y)f;|Mg`9v7b}gU^u*GT)=!8Ip`Ml zB&FFkoX4g(P*4^E(C~iRqQ92g`$Z`jbFjR~p{|1veidd;znzo&OM$qZayMsBiK}SD zW&iWur1U#0n1liN1*I12T!Y0f+M@ysB60i)gd|ePw#h)gbMRIp)ib~VW*5v+uSRc7 za-zT-xl7Z&2QmGuflPa`xe-Rei?0wQ_WyALC5Wk6Q*?3dSU};2bmmR=%nxxG)Bn5C z$(SC@gZSx$?$uW}?$wyl-1$ZW#LLsJ?WJ5;AQIuf7^AL>mvSjxA? za69lrGV9wMOi$F+8htGDrdmC_$n(p6pDSl$FAL8v*v=!Vi`HbI?-7#7l)8_#&7YG` z0vHMVlqxY}AJG~5`hrk%!aE)tWM1b;x5PVif?ciI&YSk?fK`H;fIf9kbK|5(!G6rDU;8#BqBYiih zU$Z#;x_B zGM?*Fa6vTlTiS2Ih{JGwtC8^JB*MzH!Su&fF*f_Y*Bw7MOCXM0Qr`9f4R`gO_llwDdG==omt9u)unCu>MqLD_+itby#Mr956T zMUcb1d}kdZp8Qhi;^I13)5?D(QCs?qIJF@1y$o|GpmEA-T+5%8&b|3Tx@m&41Gqk5 z_=}04ZU*^}X{@;0LIw&FEUvZ>R7MG^85#D8+rnt7&#qWGy%x0-hKW1Fe}?(~L{Kq! zDmscJMD!<)0{;0;73=0SN_Mxq)U-o5@1-_;D*kzM@=wllkbJrsvgJIkfPjcTOHA<8nZ+JHF(sxqh1@?86YMD;?fqlVc zF^VT48}t#>ExEO0*q-efo!%KU{I)t|DEuT5^&QLO+r&B~B*#9aGKVrDNS-~(DM?F0 z0;*=Bx$@!}!jPNI6f1=szpfP_{Q4gCNYm+ylXnDm)c(kC)YHKFR3(BeFNEL0eQV)B zG2|2Jk2vs`to8D?{6u;ftlgve&^#x-oOMNdmxjQ1h*bh^f+0{G6R{%lbEsS(xUOqF zGO^>2Ve!jFJ*f$>6#emQs;dp*qQXbyywy58pxB2qGJq^~K--@C<*R1T*6?MnzBlIP zaz!P3&fDr?2?$pfdG=u^c8DW9GxoaP@JocLVY4VCrofs%r(e4=l;bPS;_Mp0l}c$^ zrZ$dorR*N=nvtskvX6PqI>9!}Y2gvT+Rjv}`oPb{o(`f^Ro!&2VFVK6XE^p9)#`ZY zwqR6WFt!_@O&f&tp*`RUL4JeEJQ!z+#HZ^>n(oO=Y9{-#a>Dkx(Q7}Y^Hq#oH+QIg zXf|3G9+68gqKhoNt&Pgu7{J^GPvywFflf%-{=h)C=@rr_M-XqBN3*yJ6=!V+d?Jgp z_1t?p2-lLS-e_ZJs?YbyiTi02%)Mw{BG~09%gc2^C(8w6{+-cE)PcZ$+Mbb-vD*Lby3lKL=_rjNz2xHy>&UvrHlqh`37~1 znN!w*!|(kqTXbyy>#W1K<$?Al_=?Z)CPE%SgdVFCMiQWfwJ`VGS9A4}`Vl2pVwB zHg<13wlkerk$Ln*%vAml zX~F5-g1?lfpW-zs_lf2V>Ze)WGrig!*?qPUebiPH8XOCNL)wmHuIPWFs2{#Lnj3(j7NwiD zleKGg&N)Dj-6~)Xp_iq-Mo&gaW&S_SidO zb6MGrb2J!65M4@_T{J6gDrq;o{weH+dVH`8GVW}*qEvaIWq00FlJlNIq~+TMwL*bH zju8KMuXc2L+jK#9bLYT(C+m5a6g`V&@z4ywsef^EwyF47v=>yy&kQ$ga-u~5qIbmE zL8o;2MgKCe7`A1-G&8|*_(9Km89bc%9kLCE{2u#qcr|BX$5WpsLthYd*54`k(g(^` zi01#i3D4Oh)TC&w^owg!-2@WyV*>f{Kc@b3RXZkD32a80wGeNhG7AA{D#Gn#K=gH2 zxWAd*hx45k1)NLYC=#(N)}{04?-2*<%e03`4;)Oa7}4!71-k9bGHkB+7oZ2*#oB?| z;wZC;d?`BCJ?Qv!usY`aK)vk(6)wFJUSgO^L2uK>6_ueuRzzspdl-+Tmv;9%lFQp0 zKjP-_r>6lFwGZJtdl9e`sD?gu;x5gJ*+C8x;3-T`GT9AHu+zrpFdn%mOBms~iEw|c zz9|MEVl$4ddNInos8k)xbJ5kcXP_^(!(B;-w`t$SgW0FPO|!ihc0yZ1sL}qTxt4^R zySFl9opzDMLR-+y2)ud5T?au`+Ms-Eq zSWf+sH)+O(oE}xC6vTn)W#0kbB}jx70R zk)?WhsZKL1Y`9YVXE5UqX3rFeF@>EvxA0?NqT>?fkkDaRND!Kb2%#7pvq(qzYSItyvX7c2QidMbE=C$}w{{3dt>d_$n zrUBEQk`w-SU%v3z0+1$CY_Ar2Fi6n|=T&yu;dd)F+Cz!5pUM;4=Ev$b*P|+RX@Gn72)P3Z4%VxTGU(F<1c9ZjwgB$H1hawkuUyr`84o?HQU z>7W!aWg7{? zN}+MNNWU;?JB1w0e2DelG$S>z*~pKw)}i{TkkjI6(9VMK{k z{$<=c{n1!e*9W+lP#tMES`F|z=SpzlDysJ8P~n2MTa0O=6`K*B4#DiG4n-iBwcKN` z2`$_IHe8|30u$YXlz4e#rs)c0`9loUY2Z2v5r8+nw(p_c^!dC*Kvc5a`_1{r)U_&{ zsPn{^xY*o$W&u#~LVoN?n=%`3IWp~-CfanF=Gb5de1%u>P(Lx_79o|~m>ad>s|;qy z_1;diU0ldCDVUhkwa8A653pw5x)KMocJ zml{f*eu$ZQV~c%RMz*|gB5wRAydWzvJl{b+?=&LDcU~KEAKu1UE)R3`GE?Lq*bN<3 z`*JnfWrd)wGmzDQix+ywALjN@6t8)^P#4*yVCP@2)9I5AlOdB(H4mf`u;;yD{m}MI ziD1bZ^*y0)6Ke z`H@KhvEf(do~Ih3pZ0A28ey8$^HL8w4lS6@QmwJhRwO=u<+K-kZ}}(PZoNUT+jm?c zv=OXTQym)JN)-l%0g7{fxR_B8d5Pz(Y&S5@{r0RFA%pnzzYKb)dTF3(9Plo{){QGV zTC>9vu#|zv=+&^Uu`u;|Z)E-c-YvHqT!+tE^CSAf%9VMc8jI5e=3Ad3OB(P^{~8IU zX-9j}`t;$0U`^t8H+Q60>F*RD^!Aj>{SiM($l7pB;$NY?%4b!+Mt$P@oBz^!HsotA zwW_9(;|Wfk>GPmI5xQ<0^EU97N({q51vu{PV$$k}=#D5-fG~5m_v%_T&ZVo#bUN>` zZyKN=32I~2RuGVP|NgBGVwMV;6=A--+!gsjwB&?qS$E-isD`wbfJ-tr(4n1*25>Z+ zxDLMPb3d^X_IujqpmHC}_os&(EH2m>+zgaGe<9+peQ77j=?un#{T;)+i~FUGDWcL( zW;?VUpWiR>E`5#AAr38k{HSruCI?4i^ZnDhvfj+BlN-+Q8LlR0s2u9m;wp&HN7-=h zgxPm5{9$Rrg8)||93B3-SbHH~#okoprpuXX$uK4PQADOc%r(+AK(uXd#%>ZS+X84R zEK?@aF&m^`JT%N`Rm6)lOp7>XwAGsGiNALez4^>!TO6q`l?0d^wgn}hW9No{AFtT0 zJ|eU@8E<((cVBNEseZMNB;)a4XR}781jYr*r9k-C4O75(+qG^nZzxoZs1U4qH*ME=#(@ zw$qrmQLNzA_m#*`WVr&A%J9xXAKcuF6le_Ow54D#PB)dH>>#og5G%d?o9dcUMMvv7 zg%6On-~wdiKfdDPqdNu4l_ZvXyI3YGOr_;)HQ?E*2ujH9ZYb}j6Vi+I7wN%_SqfQk zpJt@QLkTkl#7t@Ur5GPE;sNOuBvn!0YgOglR)ZNHVv1A-q5u6raj+&{%;6T)&fp$q zvgW4_-Ey!bh*9t)7NJ(JVd2U@psr{ou&w)V!Wyby6JYtR$EVGURvbc)P-xx@ZKIRH zZg~>HSw<+Q=Q$aFqiqD%q-9#xp{Az_q)}J3%4dGG?n;OKPPl}W`DM#=-=ZM2a9I`z zj4XhP#S*dz-^NA-t9dY}shQ2jp`GDPURGGrN zDi@qMi;9z;Mc52Hpq^4F$B4>IjQN!M_<4w+CW+a~l0f-RAhHj@S-D9TgJw(EdIr*) zZJ9QySmK|v|E+VBLf8kEhkKJhKoav4_mp1l?Eo1~A%hVKdKY5$vnS!9$WTZ3^? zjz{a^8U?DPH~HQxm=n7<+RYAVK{jNdV>NG42kIHnjxiGu4fTvQO1y~6HC6_5Q)Aue zH>*|qS`6Y}pN^lzbbGfv1pIeruwseYcuBY>V7;2jH9_bh4*xJpj-bU4IgD9Y5_?0nU}r2L=5qgI@rkcbFm z14dFv_$~bi0f%q(u(eZBtY%s(fy}g&zxu6)N*oS6i;7IhbdXHW9bvi^8q@#dw~}TT_Z@ncoyEuxa>y#$hKNVidLnrQGnA#nQl-rrs=$IqqgE$) zWY$)Ry1Z(F_GUES5{gd5crzY-kIf4H*m$iE9)rSuvmM6hOB4S~94(=$n)yU6VxL0Y67()Y(e<_Trij?aP_rP1f zC7q-;BbvJw#+BUW90}+Rl}6LA#|`AzpXu0AoiVMJA6+F5ZKcG}A-}ztC7gxGcuyDN z>xCN_4DeC_Xc*EA9PA5J3pE$0UZf)mcL!Gt6FZZ{{L3xodH3S6SFOAgdo8sC*v9;? zAG+LoCy<|Pyc3NxiMhzM)pF`~adDHJz7E^{^JfQ7BU@}3rWXUW{TY8Vw@{EXPMCSCBxz{|1{O#&ix&+sg!)7rB2%1NS8JqvSbg5x*EcZu+v z9>R*^GVdA}3xPa>(A9{&Wm6Z-8IpB;-@GQjg>s)0ihJI{E%Al{-=eD0TD@tS z?%$G2cMZcK>P+|2ocobBrv2!C%p>oE1)X;9T5fIRqDAyW{Z7Q?pj{R;fDJXgv2y-9 zXA!DRnmCY(g^mXe^*)dMSsQOnmGJGoJb(43 zxZK|ak6$AzV@7zFis(;+Yu*>2W!Dq2gAe=A-}~<3H0~I-$jVIe})bB`t=?= z2dNDk;eRFa)4KGw+R$nIbnIMpzA$q56M&4<85hvBIc;tjcUd3 z&L?x}`_Fg>CCc>;%}^{TK^iF022bwSiC@8<6%Uzu7@}yc)Yn0$ULE21#26O0XTWzQ z=L|~F^N@@CU(y&3AqGX_^s`~Y^cBg2Zy}ihtK*u(r4;A&tQ0z{J+_bNvGkgn#_qRceTvz@57@)^82|1CzVf>D01TEOmHjm&ge}-dE8TFwt?Um(NmFL zeh(JDOEyp2h|h@O12BFIJ$-W2M2K(2rYHKX*!;wNLH5zv#>jEce&4c5Ea&n*MS8<@ zF3M?t=nLp>gfH-pdEE~g^3&b->mq#?Gw6?aUp#oF-|D|6Z&ZjS_t_6=d(k$g$Ii?8(<@oBUV)_)E zApu|sv8}ai5l8>(ZNBe$ObBadgwn@UV9qJ9^cHo}Qqw@0WI3Yb{A7`Gf2gJqNzhtl zSv1jZzrLS9)j`3)uY6^Wu2_mH(M-+?MK=B-MY`rnTxp(JjuGTLR^h^LQ$I~MV1;sD z$tLcY*{z@UoB!pn_27@_)i}i6wHsbP$UTCQdKHGdnVhdLQk-l@Fln0hMuzM6Og9JS zFe%rsI6Tm#3M%{UnEX z-~1ZK@N@S)EYVnKkKbm&?qzM<=C6aK$0v(oNk~wT1!9fh6^k@+xPOciP0?AzxR`eB z^Ad3_muT0LqyN>s11ZqXXx?2Dcg8*sH>~hNL}U*8Ni4FGuf{AzE-L<20l06HLM@jE zz{^m|02^Jk;b_Jw7`KixW!YCbLXEHI5{(pVRZ3n44^5uv$7RIT8~5Ulcg?ADptrIkBri3AMa$g z$WREMUX=1~-C>n|!0*74r{MR>X&65});K;I{Rl?X0Q+arreB1`ep$TSG_5CmJv#`+ z@3V>i*6~`BXBWR2-2Cb%xm?*&rD>j%nrt5Swr3F|Y$v@|FmKP5qvX;l%oiQ(p?W%a zwAU(sQqIB=?Dk5yg>FA}c9T#Y(<%RG&xg5;pt}E_h({U+in_PqQazL@;{_=g`JV5I zneGKGS6yr8dfsaReu(%iw=BXh2(0@ZwpM7J;hHJ4bM@~T$g)tLwd&n6I*K@k^sfW>bAORP`~~H_ z_~xFBLPS}2wKsS~D4kIS40ex#i{BH)Cjy?y7LG)J(P%N$%d3;m;vjqYQ6t}TJ-pi% z76nRd@9^PNpM9&vs0?|!5}(?`pM}A`F(yF^nKgP9ofmdD&&f=T67cG#fNA})t z;`OxtqPs2-D7jY_aYDzm#zH^>iVgMp#TQ3joD*Y8?2E~3rGLOGt@7-QAj3mRXlt#{bdiUin}%2`{bTUv8kdmTlI zsfv;Xy_e|4s#O->L%l`0O&i6QyUM6cm>m393~Dx{%N2Pu_xR)w`!~K*c(x_ShKQtM z{f?o~tP&(Nq#BJDjU;ttmo)H>c~0(p0IpN$+cPbx4r^kVDrjF&&~v76bxRg0Ciipr z&+A`=xf(Skb;u@L8;*w-PnABB6zVU57yBL9l|K(p!_I&s~GMoA~1F;IV zR>Z^-kSNZ14tJ?Fy>6ZKtDHKYS#7%H&_Ywo@NrLls?dx=cm!bkIt}15(R+ahl$#hA zF9oazrN0qWr4APyp+*b2XTq;}Ka+M%>?L1HQWqtPP;ld9<2-t$o{hDKk(Jqa+a{@P z>aPboO(254k5a;tr_daZ($xsHUg0)4ZqT_XyvU2FQ`Ztxizu+gVVnFl?)dyg2COFJ zNi?~JyGt!7#H_Fve*8&Q;0@|cGIeOSZSjm5wz<2nUB{>dS3SQLPuL^d1%4{%3%^>u zYf`xzn87^(q!mB4`wBWq8h|mM=II%Bqk0I=LZ~Y1Ke9ILk6sDlT#h@R(0MDi4bxKL zSV}>M$(y0+GKz&cQ|3;Yb8u<_E*7e7cbfxQ(ZWVKjwH{=xVYXc(*GrPrJDY06*YFw zjrbB;Qtuim#FU{qrrSdsdOIz{to<<4ZgsIN{WXNKgkY5f3f4~2~&BK(p4 zh?Q5|_?M2%lYM)k9wM1AaR-F=+_B>f{M54>aF^6q-}JdFX1rl2SVd_@QaF;-4oGWN z8gGB^T8Vuc;Cp^;6Hl*S)U^H{kNwbU056i}AA*<22yz)58Gp|!-{G-6NFnsoBfy)6E|fP=h(^9=H0|{Fd)w5qDXd5KBat z!1BpJW;L04TEz$NtE~6PJ>j3xUt%5?7JglLSWCpRP481verQU>lD)&z_Mk)$X; zA9WjmSF7}HeZ6BU3)loYG4AJg>|I_Yta!M;ZigD)ZQ~IgZaLrW;D9-%)%|lD^E4}3 zivM=0^*#w`4(|;)QMH{65wVAawA1f87YVrN!A5C8S~n6cd?4c{;Ue(0qw&DEHw@WI zgmM=<#qhOko7pxcNeNeLijrz=4gV5O6 zIf)w%^V)^WUr~{A9d)Wk8`g5K4Zw2s^lgp~>=&H0&xd8~6^wv=Lw)hPW`;V$mHJ6! zsWOdw3b>T}kA|F|ACxlzF-lNOf8cq8&;N3axh?AFDsf8WmqcoR7O(2B>AgWK>^ibz z*Ygx*cX^qKG6hqQ*L9hHr21BOu_m7^O?_7~+H&y|%+;v>h7aH6 z3g|D6iBuZd@(rvw^h1I3cCesW$LIba!>rr(?NziFKmKJ0OOB|h@_R{jaw0o}`GkJv zwwU7Bc(T46`s3FuD<5Tc$-shBt}(?)&d-DYI#Jo9yc|!--GYampu!qimn<`cKI_K`yQX}ztNURN?y5?ynNZWfF}3NwWfsopXolM zb0}A>CW+9^`67;#x&d+}NJ_nL=sPv!S|J%x0X+=o5qj2QZjKX)hylW+y!$cV7{;fr>4ZM%>^#PsnnTt!~Yc72XeAjYKpKa21 z&dTJ~A}{r-_eyay>*Cdk;hYr(cfx(pb7)8f^oS3SI`-3JJFO+~ki(}!PDU0!LEpXW z5=0wZy5(-Fqn8T!Fa?)>;z&wj=`?*qGR#T(Z+FS!ZWeD*yt zA5G5xD(Bvk65o2Z-fF@*Mk=Sth~D+0(IO9GB-)9*NhtD|k(Ft#+>!QQbnVFibw$I`|L<*c@UzDUebZg<(Xe_Hm@jhe@cjI*{_G+XaE@$1LtBa)WK zs`>lvf#d5CyRtYpJ$Q5b?cVbE-VOFOJ09d5JIwc+o8|Wk;7uf4rA|?xg@?cZ1-5^A zIx5QCL1%sg9eNN{un#p>!5u}=)nK6H(f05^mdKI;Vst0J6Mm AEC2ui literal 26472 zcmd>l^;?@y^ktz?+*@3VYjG*wLV!}N&=v^p?(Vd>Q{16Ik>c)B+zGCM;GtNMLVzHf z_OsvJ|6%usJbCiIlbLyD?%X-|oO>fbs4C!LQ(`}P@&r%u9YEvB6V$UOPf%1apCO+_ zF7dh`zp$L%0bQRw!6EtkL3xsyO^$qs;;Nw_^Q3B$`Zw|in&n%Sw@;qb#^c->qd$3K zajyt?`^gLCxD&78#iBdZo7T#tB=!xdK0EY@{kUwI*NMn>l~u*04{D8$cfMXeiO<($Bp#*uPt^MpyS_5LUdUM zgMTk0g6N5O{`N}`==l~w_U|7BM(_G@{u_+<|B3Fl8MGKwb0tLYJh%EI9l$NlJ&7sv z#2t(soHdRR(<=RJN#CY?xORlYRGCNV z(WwEQnA>oUm^;TcZt`peupZoCJ)6zO4c0pOEwre&4e(`eh=9JmnMr#V)IAhW7Y`of z2yJz(R(v%~#2QXOS9RymbjaLdF|DInsk8g+*%bzeUZz<&Ry4(}Jud@~O1LGKN(9Yh zzXyZP?PE!qGuaJlZI>_nWVHQ*eYoeD3Pz~G2ZGYs&)_T`v7 ztTx=&tkTP93FMkNLR7VDF02X1I~}_LEI^YBSQOF^GaIlZHClE*##t+hhFfZj$!tFG zhf3Y%b>upYr=YL*-CRJ?^H$ZvKR9R^h?-wNT2sO$z;M+W+r=zaO8f99&a#LZTa(;L z{6f!UoL#p*JQ1`(eol;X&fljICo>gsyivtG(P-xSY)TRY^RXfUZY?v^;vRM%u#C*1 zMe%hm8edK5f9kx)$4EJ0j6dRT{7i7jEV*eA;9c{~DX$&)%)+{$)?}DG+Ajm($I45e zoNC~E)oi~?I%jReCXN9rl(hU-OtU4@@i>RYwLnY1<2zuUqzXFUZGM)=7w3FzT*@gY zwPCoc#*9ePe0T0=Qq}6qswbP17bEpb;Tk`J`B&@Am0rep4b9??U9HqRJ}edp zd{~c>%J>3ZQ=P@H&Gq=Z!`J|#-W-4W4Y@9>2JT%75uUJMjP5<8 zIfXEv1_Xlyc6(FR;^ZakXr?4~hqwc}~B=4#n?sO3t$5WGXc3I2ff zqAh;4jU=W@xUGvtu3t`mEv@yyl%0_!@UO}j4rz+UXYZE#1R0aMAVV2^%Z>n0?euD zn%!q?8$B3I!T56&?eR<87IwT)`3OAzAkXEKU7+*=Bli47uwJxR|F;|3nP9Df416H8 z?NHM=$)`7eXZ%$NmP3K$pIo($3iIPZ83t6TQ*-w|JJu_MGCUsq8KQxgiwwxssyM}! zjB@*vY3Q_G0~Mxr4|=o>vh__+>#!2)s1~N|aQj)HBov%z@Zu@f_13r5$jUAyncTa5 zuAb*mO9HXw-Sx+ZR=gn_3uy!#=BXy(>;-6uw1BU2jHB;dpPBYSwNwg(#7}P=2HQ*) zA97&S)$AX`45$=iW+ozNg!6^UwiPoHO1?}pvor|t_oQGgCo5cMY_wdjt~S==1u?Q; zpbEL$O4;A_$=8-B^HM7VbWpRMq@Z8)13|?HSEaP%Z&0 zVM=49s?4u2jb)BsMDj6IlU}y?gkS85j%Y}AJaVaD+EbR6f31r>>{#OKU0rfFI;!;q z6Kf70a~`bFPas}2Ry$1DND^uhEZ6q#4hUayzc8O;YaYpE(~D+D{Fw#0HDJ)C97R6s zXAvIg3BFneNu}TJT@cdm5xOh#;H41Ik8fR#N!7f`B;3}cw_Zxy$K1RRO_D5@cEo}v6-}m*7RT=WkDo}9TreS^j<55W`OdZq}Kk%d(n)r^% zBQF9@a5>6?PiZ$=VoB5#zAx{^GEO^WCclBf1!b;EU zmS&T`GOOEYoijaBNIPv9StNitT0m|r2NY~(wRALlnj`+V>v~EYQY$4bt>jefhgLe=N1<^v+x*Z@#($ZhOyQ*Tf5I6z3t@c6>#SJZGf(>RBW9{X|QaYWuxERDgm zP;(ka6;!P7On2Yis5?x=@ZanXOO=CmnR`67$t*x|q;e0g3W=Fc%NG?iVt+0-?#gl! z!-JQ)FHb6uvn<07-}_jMw=EyB>2l`z2lU;z(p;%(2tT+ZK;}XeqqX0Sm7ne^ZlfgQ zAmm?Pn>(7DMLNIEHIzU0S`_~}AKL*Fj1lfRJ6aZaJH*Dp9%E=A*qf}Sjdlxqo~N7B z4`MNM30NaMoik5u!DnlC(qM1eT=5oW!#MwGHX-cbUd;UQ2RE?kD3xd^pX>EAc<8p1 z8j-d7We`M4ScgtGyp?v-$7y#|ZBBwU8_{GRCeHnoBH99H%y5n8g#RH$WZtI))Tj&c<$N`5eq;84=;4)Fhx zS2REdhf}fM-kH{}A@?c>6f$jxcJ*~2CXG!s{UhnZ&)SRa%!A90d+apq@O9_8he|#6 zryN2C>r{>%wRMmF37`-|zMF-5`LXXre&tpgtZ`An?<3-j1zw;nzB7MrPhZjaO=tNd zA9HN(ho7}m5m|C%mXf9sjqK z@X6qm1eM~WL#iA9a>%7epQsKr!ZK>oh!Q6=MXS^6NYh}Bc`S{GK)%(BPRBfMyo$X;%?HwQt?Egz;@*AHWQkOy?O}z%FXnG?GM~v67L7OIJry%RhVf;` z17n!I1~L0&R#RAaGJ(0p2;Id-iK9sdBGtoeHBe#eAh||rGglohzgAx=+>kIW)@|^< zz7p$N&_1ymqpsu7!f4w+N?djRRpq7qr}mNKeoZbtUVEKwS<#80;rGO+Qs6(8y5)UB zmn__>*{|uB=m?BDBQ+iZW^siYQ4KgIc_v4RrMkmueb}zEEqaUbu<9QL7xYgn-wV#I zoiCP$1IG?pwbKnv=YvxHgUWBtfx%gtM%SoP*4p#ob!w*877%OrnAEX-rF_DvMBm-s^FJw5EW!zZjp*_IFoHW$6Zia%_^ehBE=!eQ1}}HwIAa0{c|4 z=Tq`?THyK$F$NxO3@+QO{wuJoK-fZGO!0S>4}KcY`$k9G>LbgoVt-w%$$ z?>hK4_?w(xtzp16qP>}J_FFK6zJSDDgL=;+%N#Hp!)4(% z@>HT49L(j;1{XaZPPK=`oR!WCCJm$=-{{ZZ7d`m*cd}alV2P4wR9D=QS|*Wc)16{7 zqe&IYJJt+utDi*a%RMe8O0axU7-|~bOIajeNVTLiZ-1!vJT-y0(y++f$-W`zmjb`i z(!A!)_o0MF;-+WlZO5QB{nP7bq0khgvWra=L(FB%$o2WYg#OLWLxVRXc?Wx8SGBgtupGf zW(O+8)?UpDLB}5M4ZXp%biJ$y8R?7w%{pmOR@ByEsaN)n=94(*Q?a{NQSm)hPZ05o zRw-O~2T3$K(e(ZmAC=ftaH?QWNdX*Y7<_fa+^>Rr^6aXk;Z}d-eLaX-c7>2R^{Caz zt(=X1Oh<*3$Oc|8U6Y^)FL;;E%a@<{;sO?`>2B4##HJ|XDj>KrLMbjB*j7Liu&4>$ zGyXHX@ugy)uGS=;RQ}w@xeDfLorLC`-6Vx8kvuH3Q+D1! z?HumtvJIYtQ^vlZQ%LlL$bRN50epj8)WFd>!t6ANGc=n{5iADTP_@6{rpu03A zzHVJqIcBznGSer5^Y@;dZHmn!9F&u}m4g?>%2^qIz#PVr15LAizq^QjWZcg5t54$^ z1HT7f4>QgKjI2$4bcZ?<(l3t-tY|SNOh8`sG-T`XPA=sJjLi(|V3vXk-OeD%bZ=L> zNXC(&*3VrR(RW%PI5IztBbU@_RTEN7buT3O53^=7;x!P8&h*gd6gir z_PiIpLVf?6+(3>a8p9VS)f_>}Yj<-2SOwjqm`eH*gG(PCPB2#4T)wqjhqOpJS&dj+ zw>MwFvVg-0N36-E&APm%n4-gW|3?(#O|Bp>dvrk^?ef~;8KqZQmp|r7`njGOHuG%` z-3St|Op5)KI0VBzbnKX!Y-^#34bWIKbLIBH1bohFF7=)j#Tkh_kJS{0#T(f*9dW*te0pxaQ}Q80k+|aAy2{Pc}dEo^r*bu zV_83_ee0Y+cZXF;+TKawwXn**#mr{QmtR^pf+38Wm4~gZPSQNzauXiDeUgTb`vnuuMx#E_;yY3kR}<5|R=gs5;y2V1v!mIc#B94Qzxb`& ziD*NPKXAYF`J!>u)NDhT2zUASZk75Wt9d7Hfol>Stmy@|Prcd+cJEr|W%7qfro`mh z*Lf&8D^xRAlkhLzmW-eC#((i zs~~m(j6kB+%LU!wn zmZ?H6E0$C{?Y1-1PvY2Xv>9)IxzbdgR{k)qCEq1AsZLqC-w!i%T<1$`^pJbWSFTM9 zz1nd$8^nF$&B3EIZn1FfVG3dr{D@DA!lb6Iy@G<8YgfWz)@mT%RNGd6+M03N=Iy7( zd-ZZ7x{Oh0o<)C(dP1&~lV6nVOaxc!4H6IVgo=MD@+mf9Px?~gY9dvr9{Y@^@^eA# zr0c2w)T^IL&AeKaEP$pU97P))h;buglXZ#kb6IUzIo_LkSIUB#K@K%nUq4Rm^@C4f zwjQw&?vlM!`i? zUsY}Du?k1uoFqwB8g>V~mODq%3v-Rwk0|?0-p&}-LJOjbHoW62U@JCh+vK*K`x(%e z6{}PbZ$zgDa~=QT^9I>cQkn}_`R|Q7ufz0<&fnChu6xLL@QRG80y}4W%@iwgv&m8+ znvFEhG`2FVsFya3AST54SgARym4dDVy(yLV`fBB?@in`xe#NSYhF-6&aO~q4E(&khBXMYddDE?5llN)L!5xh8Bji6hAaAn9;sw&>% z<)~J)Bpavdp-MbeER26}&As$FURL2uZdFC|6VlN3^{=?MOgRLdAJNCGUUq1BIxg3l zhkSF~k=$+bGB}cqu??s6XIWk#o=VZ*_#kz-P>EBO;>%~L+TDIW%3js|DB0ust5$Ctv{PUXxpYDj!I$`az52f@;8HBg zR6n!FS@WRZoD3?9b4c_QLrh?5k|-uJeWP8N7wUJG(g&^YeXfYCB2d1QC>7@YiA!(C z*zFTYeSR|}v!Q+^*fuA7d1XHs=Hn1}xqkVY$nGL`#_iyU2JlO(y6`@h1!N;sbbI#6 zWVyGY&R#rEYu%e6>L!Q(q{Q4oH3(Ko!+$6yBU!bME1k51r6?9A2{FgZCd7b;4Co1t zAO95V-gk0x)ULqg!*nJfyuHljw5@*SX0CCg>;LO)wrMfeB&o7|k<`)YLOiBnx}n?p zbakpU;pHKh2qJen*VVvUd_dSIMb0%j2OO3j6GWC0RcXV%E_s(2bfbtM#T(P!lePkT z(Plf`e8>>;xjdNfai6*th#c{(_uh)M83?|-&-FdQsz3p9DSeXA6#k@%DJ#YextTmO zb`IXFQg)- z)gbq2RiuB?^QZI!mH>;GN$^NdOO4V)OQ7Od;=FY>bIL);#n>?+n<2-^@XDN$HQ@RfEqgClNRZQ7O z;4V#*Wy-|{uxPyCAX3nLf$Ipd(Nm3nnF{Q*4;knsza5IV37^R=c~sWG=K`}Hy!Umu zLnNC+%)cDUC+oUpmZ~$1=2#9e6rRNy$HGIs_3j=IeA}zfb3Z9O-o!#Qzdlyo*wag0 z9%CPl`HqTS+)b;x!u)A^gqFQO$EMELjchqQpASRbT~wx`9L$|RXw>rp_4$19wYVUu zvx(#X$VNl}wsQ~*ihDoD;iOxz@zv}Ot{+P2&mR6PT&79H|IybnTz|1x<5_qCX&Ba|0RKMZ!< zeZmc}Bv>MQ@kZ0whD7JMW92I_N!0Mfu$;AM8PUgA!ARYtmrH5`j0@x^0BdvS^1`rwX`SBJcX5|$ zf9Jmx((UolJw;oZx+KRnrfyE1XQp&f$!+$)wO$OD-V~PD_*OmtqEy#9ye^j&^y3i> zSSva3n4gL=kCWftZm&9x8SD&Ct(;p?8x4m>LDyZHm?2YHYdu)m}+`hc4 zYSgt|GPA9sf3L9QJ6#%Ax)|0}SD3Cz;C3s?gX*7Rz8^|v;3gL)pEWuQhw$5C64=p( z_)=##=gnk|eot9`=Y6&mSdVBrM=vMT1y*?w#B!ymWZvsg2$Jx$#Dt8k#Z!K8yR+<` zM$lgB&7?PMQP^AxK#tlS3ULBTmpVE*kE_Bn2PQ%BG7ASDYzH|LzT%7ce~E5&K4J+W z4i<{YtyYC^#eCz}$5>0g3&(YiC2{-mR0rMADGtdG!h`YM4b=b1N}VXE@mLkY8gpzG zkwg5D<5Ei*Gjt-u^vKG80+U6Ny@yGWoIA&8HXVKMe_~SsZ@RdGSFaPP6M?Y8#qX!(N?yxHb@r*4wM)$*oCZ;2jf{$!sv44dxY!xAa!@jpM z&Ptfi(HW#|12E{%|Mv**gYyIiw~EQ=En^6Q3I9hPV^jSf84d9NlZ^I%HACkFlD~_b z|JwJeLfqphT|D5<%UpC1sj*RT@pRw0oaTT+ut<ctFZf8vg`L zhU%B#?mtB+%}70r6318k%^c$%bh4A>I=aySGeP>FQW=r`Ra>Ef0Qbl-W1v%=@EnJ1 z{R5Cxj2;m1pSbCQy5+yxWbc5uvZtwSvqZtU2e-Pe>3dctyBkDMzx*eKx@E`@Aa+KQ z*0M!i!GC_w27?4F#>ov}u3P&5(Z-NC%W-nlA zdM=7D=b)fG7%7hd^<6hmc^tOZE^-~cp@u{1&2>SHY)<>HxgBz~Q#?l~}OBut3Uh$}h5+=Fbm*4%6V&rcfEK<)C zS8>K`-h&X7jOycZaW_!CngetY51UnL@TU1*1C| z4JNrR%k7?qvkS)!4(}?Ney?Ls+yAqR=lK16ya4KSV?Y37;jCnv7l}y1qNqX{E z)TWft0#XY|I7nxlqTsgfv3mZ?g&L#lBm(Ym)6tANYB`d~?7n74**N+!0Lf*RtrFR= zj-|fBnao3gRlH6r3l9S0dc|lDz9f_V+t|?jX|Dre#bmDoOpEA}T++K9`yfkVmQPxh zIw|{z$(xt!&N=Kj;+`iJhXV1Cn_vQ|WF2jb$c?8Sj;){oj0sP*tvhWl1F0NBsl~$2 zjM$3W{Y-a=$khHvU;)d%#Q?*r+cS#D7U`px`Yf>!cmEBz$QwyyYnP}S zWt=3d%MLDlcPO*f*Sh8j@&EehyPU6A)pdK&e;(;t-GlcV83Y`yFl`7jV(T{9VKFS5 zeLXC2U5txRJpO`@L!%+4OMH3r&zAzYNB9$Jsk(Nxb6_poae(p;b&Eq^Vx;xsp*d4u zX9}eKGHO77gufR19oBD!3Z;EPCmk!dZZc1TniOZXF6S%BrPYgoNH6NUP6(;~?}ORO zU@zf5+}A(lBlF_WH^UE7AJlz=48X{2mj_qckurbZ1I*dTyQD&#B0#_zfI=U*@vDcD z&O2Hk!oBH0(^FF&NG=ZLDwMO{T!}2n6S~Pz85A-M3=G^Wua0c_{qHy?P!URLn;b^w zb%dJ55T9pLEx;KRa;;xrD$2jwVtK~6v326zJVvA>AtPmT&PnqPDeo?vh8*$+%rUV* zR~~@}kyk!TAqG{@{pmtRmh0k?L8|awCEh$Ay3rtj9#VyTy$}A8k!|ZB(E>BN)T(&! z`e)c~ISnKf7e}c<2y~ejuR#iQ{(_5&S#57S)uVa6*@u|uF>kEkFs+v9Fru=u>+TLf{70X4I#05%hm87j% z9&CDgB);5I&b)b+6NC_R-5U>E`$%|wT~~JL1VwEMenkHmo;%djK;3|fa&ufyd5x$&9qnk z4-4$SZUGU>6N-eqCX{ZO9A+-c?pN`e$U>LGJ$Z8}MlS5~$!(Js13rZ2uQ}cgc?h~W zC{b)PPv_~%V{Tpi=VqqW4+c<5jE4wxNMy#;Uf(LMqj!82lHz*3O3^M=t$i*4w%-EB z5FWY>J2SqY{h6-^9R8L)7#q%86yeR%fA!xQh&?+IP&7s}_lHR;54(c${LU4%(EOSy z0UTR75sIC6;9JEyofNlM_AL4p=g2$hP!vx2@BGsk&zF6!eSn?&!|au>Unrt6>JXh$ z@=;>ZWP2#DRHi95lZAHtg)k9KL94jamJu=}=rWk_j1GlELK!zQS4gC5>wyqG&);KR zVE=Lhd6|%jfBk$m7fJ|x+fPy~$njp42g@69$Ht1x+-V?Zm>NfBD{yW&=Xu|q4KZ(o z5@r}Zpj@yPB$}$jj9zaz^8CBl3X0}z-@)2pU3!BkWHQg6qDjbqc}*XWW5_cla3Yxc ziOJT+j6UkgW@AKJyTh6fD?lVaZUB{zd84+CaijJJ7CoRoq%ZlFFraSS-UM{r&nhQJ zSfEVE7!H)4Gky6BE6;+YuqNXDPGNZ9xdf7BBvbp)$k4} zz1f0oFz;&2$27HAp0oZn;XZA)5jOIb)Gs{GF!Ng6t|m?dIOx@KH~soj_0*{`MZFQn z&5IR~PG3)U(;=n5c~e#q$Q&Mka18Q>{6KxZ__BQ`nf+ss`C^rR!YVI2s0oQ{)YkmB z_c zBI4@GrGW*B!zt4u2LDc&MU7o;NDpz7^(+f(*~@1W9I@ZygZO39>Q%C*L}U^~Hw(CyLU$fN7AJ7=sOBqiQ4$+Dv}6ux~CNP4v?+lol?>&aW9TBnVpm8A3o`2#w# zHbfRV5S4ys^|Ib!#)7r~Gdr-EX6tlJKUv-bW+)J}&C4`duD?ISC{$dc3!}8t;_)z8H&!sG}=W};R@;j0;RLt-C8z;^` z`#2!B3{}XENVwMY3JgK*$ztO6Kci?`K%}}eP8JPT?0DcC6GnE;L%2E>YmfR~@*ZdF zqW5OH%8t7P#ON*ExKg9NijI}}LN_x98=uPxHd@RmemZ(~=hA=}-tsir4_T5DW$m`p zwuE6rr!y0w5>Nc-FJ8yEl;-lkS*8Aj~bk=VPLjEtg@+ z3cL~pm8u3~30?feAX!p(CA>?&SBIApEm_VLUEzVDFb<&;{6MOK=R ztaA`S=#S9T)UpT*tfn@I=ILWt>KC@utYYiV8BP;fTI5^j0If6R9=H$}x)(b9*jMKH zboVuh)MFK+&fg-1@Pygt47c{s1ZU_Qn1BzDcT_{#Oy&~I)uuFF@^J+KWlmo+c2kn?sNr2 zUVkhxi$o^EPCp&S&chFsDOc%_(NX?2pyJdRLCJES1Qzro!|m?^!ibh*wKMD)*qN|Y z4qsk7FsW->@^FIUrjRN+R1!H^Fu1SQ-rYBUbIHAN5W(A|SN6TsY6yG91D5Uab zxx0N3ZW}gki3+P#%1wF&+c$MB*VjsZy9M#NCl zv95cr%=1XuaD2Jj_)%=bXy7JM1gR*qgJR}}4eIh%>=1IPyOd(*$70v%x>c2lGXtRc z86Q%tH_0PB$8e*~A$8p>t$0A-3N;$lyp=oa91rY=a8H+Q3RQfm+9z>o2e7u*Gp4O} z+>|b6x0?MY+Qz*pU-IsPj=4}m9-TD4*5hp@!t8YG_fBaLwWjAe$K~tatmax*Zf>E! zYG3uD4At3J=5L8tu=`o|eXlTu=+)=MSH|NEe1?I!h$49Q>>nQ*UGde2YU;McSJ$he z?`r}dCB&yAu%__}hznn4GRepzZKtv2Mlm|Fs}!rM>y2=^D`oycJX(M2%m=N(n;*e+ zkCN7j>`+V6Qw!6{lAg&7Q;S-YRkkl!URhHs2dbsgU-`Lv3#W$EHnkTpHJy(h$N5sOQ6t6ZMsB!;{C?mx)oB>Yw81s#Rhb zP&A@dtU?7*r{e=@KM!TNuU%#AbRR4H{Q6pp=s@6rSBdSpFzIw|x|$zlp!4K3*UH>i z=V$a(?)EH`t)UG}d>USmOEJO)l=C&G%-|Y*a;*Ex$=g$(yksCv9b|<`DDw9);7cFFWH!lOIH&lDP!`KlBE-|G~ z_Y{{7aIv}2xdh+=$^qU1!2ykQ2H~~4b<1RA?}2lKI0i{aQ_k^f*M&GP&?IrT=|(0~ z47?KMbOr2^J<_r4nf!|TlUkta!pNSj8_EOJyoqgH(yq8GwM@EvD6KVI3|AB*Yc~{r z-@{kgDRhU}2*3VQNE*7z(caX8*ptS|S>QH*S(YQ1`bu~2q|J6WqM}poYa1~2n!D#) z(ZEjQdv3ku8!YhxN@b1&Hc0!Ae22hcPz`zer3|+mUZoE8I;Sf4)#N@Iq_Vea=|G{C?-9( z)7|x1rn_RmOeePaOho8&J_>mIX@t1|0z3G-`PnK_+@f;lgyTe1wtF|L#xsmJFBwBB zrQq-^K^@!f*l3faD?K|vznEQ9$l2JUr*l-W?fXottljmfge6SrLK^3sk7##yHy0eY zHhEdEoeMaL>-s$@XgLffO9v`mJcKA`foFdsGn^At&<3ifD}>kZlTw-zl*H7eb>axO zP}K`viO+U>zy_3f3d_ImSGo>kJDRB4t9*|0+>OkuP;nIhE%S8c#IgrJf670ioC8uYgO1Tsni0~t7t;}1z%w+Ev40b%)#sfdmpV- z>S>cnkp;e6^m|`ez?d%nk+U9-rT(m-j#44yvpdE3{fT##PD0okexGv-1n0RWh%aop?$D~R(`;SMSEOpHLn(G9@f>EMcRSKPJ zB^GJ*I7|-~KrLP`gg~4frx3}lss|JlpiyAnAmfo1hL=PTIj)NIiEM=rI(}X(ztep& z@|FkHzJ%<@WD%}%?F~WIR%(Ga*(J9!k#Iot#0SkTM0;7Hg_#=@w6krK{iR&MgWt5Wuch-Nyrk6dLqY~v42|xp7kg9^GVc72ULfPQr5P+I1^UP1N4zUm$=aj! zHiJjFuf@ox^q=rZ9N<&m?wvmJ&e4ZKAhC@_|N;FjRgvrtX)l9-Wzv62Gh0q z!UB!@+r%Ap57w_zIY|QHqpf)@@zoD=5$-tBuOSoO@OC}Ph4l*x&)ZgL_+#LFjP=PL zGo8Ck#GX+dr?*#ctK;9g3p4kLa-sjCGN##Ll}aF4+D7H7-y?=vyCa>q&Gn;}UI4HR zLLYSxDMII?eOTj!P8MCSwPr%}5nT{B>kZGY2sPhWnTT6nIM0!$Y%*oV8K+j2n>XM@ z5XqA>WFX1e39)EZ<`6=2)MiShy5GS0KJ6g$Z`~$1%V?jV3yo_tP#22l}~IXMi}~zAkrJ>|B8tsC=<~n_)-ePvO@_AZ~@E> z(d7i~k^g!onj<+y@^JJkFeBZ~G2IdTjA>osh-#yA+QgRr3F?JrO|U!lc)t?7_{ z?uR;7hl)^oZfZkp8*7KXrTvPonW z!xSu;>3zhlQ7i$ppPYP&&dg~7=YO;^bBnucCEEpSja0U${{H?#hocWt(N}M%caYUT zasi9hICt?Jy>9E_Wa87bw1_)ZEN}V)r=8)1m%-%(tpd3Lw-jj@Q%!Zqs2&jSdcHHF zjnkoL1rW%-`RUpohu`{?_1Rj&==YvT0siliN6KA4Kog~Z#K}5LlXV3{9YU zq6<$tYPVw+AD2VEG_t=jdx3&6gKhF>Yvk-5kXET0A^%3t{#Fx#p1NdO5+rGgP zVE@ZcNj`gkUH2%wWm634AdGc__grwRb(}Cj*Ds?d?^k#}Nk^a8nmHoCO$7(Nr8lx` zGJi3=4=&iM;BF&hSj=*gniark6e{gJxEscv((~h~NUTTrW1rlKZntNGc*8Y=h;ao8 zb0H*lQ0~g#$~nHu^bpbphyCg6F9ne2q*yQeNq?6S{GmG zyddKVVZ56c5pUkTFU(=1!%%I2Ei(%H8T=(|BWSmpR#O)%`es7tItVA6w(J4`cUeQP z;U|iXXZ=7p4w<+*f1CuQ%hGW)nf>4L?4Ex?j>{lo#LP|kH)dvIYMmY?Fc2I|fSxmM z89r!118!}OZ|>qRChxfn9S{ZR4YRSFWe&;WNS(3c*^8|X@5MpYrf~t0_3P;+?L%({ zZc4mqGKcPa4^}|NFEyW`q(+8^hi)pj$3Gy|2#xQpD>4yPJ!tv%t4-)qE8dxBc_~P8 z1!D}USGgeth_NC9^W-n#NX~c8J!%#t37I(tnBK9O-^5V}4C+hl;Z>Cq9-PkvZiDN} z%dSRg6vDuRtj`}b%osVq4hAcnNU{>3_2y5NL1)?2mL#ssO@cz1Nx)`rC^yeH<8SBq zv(_S+jc~s~f5h-dRkySvPR-(#lQN1~@YMvBzWNPaFyk6m*JJNDgjVZJM9dDbe=J8H zb6Wk>cgX!2Su#JC*VE<~RrY)16s^v+n|{47*LUR^LkI`tQjy~-@a7${MLSV!`VgIK z@6?W~Wxt+we>y78(f3l*%iR2h+%}#x6kOfe3Yze@&C9wimV)1k5ivqseurWTMHk1r z!0wB>`i}!|%Uq=;1a_W17!T8kiS8IYWRNg4|K&1P-UIK}snCg3(6Wk@(ppnEXIuFi z64?yBDo&%xcs!6%l;=Z%YoM5CLzc6*p=@{H(BpXGUbFwnf?=inDzGVV%Kxw%%6bq- zD1~%c5lvsc24Iq~1l<+9oHU2)v5ybV^vvx&6G~EB0e`@b3u`A}w$FP%zc@sYRnr|0K2nigH%j~2P5IX|R0Up@*|M7&Lc#4Ue_8{j%|A^6 zm$XFpeCd4VX{PmT6J-A$-d7mio`6H7Hk#A&4CTdKfwPuUX{M{>8o zoA$!BcFv%OYR8V@`}WG}w!mAmMUUK@;IcqMdj7N{8s(h+{gEsMj9s+F`vIdWlPj_u z0m~KgkS;~R+RvEN{57wubs9M$;M^#51m?lre&X9>Bnd1Bv~FYAJb*&**`)f(`RMmw zvoAKgywrTrJI=QAUc(a}p&h<$1(1id_fX^Mn91Ryk+eVPIE7E(og!;|i+{8f@Q#|( zIwpk%wtg3aw~?LzXPr9|Q=Oqp*EPF$n3yNT3d`)NeJBL+x8&6TCD1!W_~E=i&5;=# z&3hh7Cb#3cu6}9yxLu9c_K~MOuBY~48lSZEh{fo(1tAueR|{_6s%=(@?u)-4I*m@k!u(T~Q; zYkH}F8oblHgemD`!mrP}H6I`R!sm&l&aPWbV+~KQq?)0=jqY|vp@9<9}1HdkJ(noaB64|c>c2u*G!ToA|cd0AaQ+0-bqorDIg1;7@X|mZ%6%?wN z9Fi#EevnM^JD;y*H&r*NRH%}HqhbfCW@i(c??C0nJ;$o!T(&t(&Zi&6_T%nfuff)R ztn(22Jn+`QyGU08NumA89X1w;Aaa!0l>07tT-9B-FmAkK5#+A2N4s3I>sWj*zKrO` ztiID{vAl2VuBe@xvUVa#QI$b6{9c4(jyKuD#F$BJL*?Bi121J^3k;!tM zE*RXpD3~+#`(G|g0R>&a-3AeCd$7@=f)-vZ5t{P6AV=@hbY-BFV=`j6q3nzPEoUM4 zhz7bQV3}Ci>)6!-qR|%QxW>`a-vq+~ou@iifX#3~>X9Uj)=*H4@Vr?o&x2VLe(K10;v4;9kU9$QE`t*3;taY|gea~>X9d{aY07jvVWmu_3g@>u73 ziwPG7%25kQ*AN(4&Y`@%1rEIqz6otYoB0^2h;c6(YuN`<0;y}G55mU>JAj)$9-W3^EOq&SJJ95Pvlh2@ zJ_aXUV7du!yi-bW?%C~)>tts(qbKF|$7B$hHkoz4-I2AqLcpWiNHetF|8V>J zR*KK?#(2KqF1%i$70Q7cu>8v#Zi100YCceLhUwxrE#mL$6ym;iH&=K%Ale-nEiT>J zV!pTnKO$g@ld;o%PCBL#FYgB= z01q5teiipti;!>>N4nwHtGf;N9w;y7F@}f4bF+xc0glH!GUB%TddTj=!{$)fryvGXjENJbW~y!cFZ677Cawu#wkfDa~wupZJ3IF0$mh9g*sl*9n;*{rqgR zYfrK;sN0QU-320KKqVP`mkx6?6g|1Hv^sM)gnJ+#GB3k{h z5>5tkK57h9?+Lo~-^fTTY-}{!vwKV*@c@asbAXf4+V6X26XZmKz}*x6M@{AlGz6_2g$*0Y+i zNPmTmd41ZiDX(!M2vL$k-qvwJ>C!GcR@V2s&N-VaE5G5i=njHI@r!N1KPFa+{V*he zAx7^2WiNMc))BMT5X~#*1hqhJAhWga>T?`7$^JsuKdp{;;nOGgjugA{%;b@QH+52Q zGCJzrhj`By3aFKmUI8J@$isSx-b&Z(|FEiSD%5;bb3H4NpAsQTT|yPvvNBPn-)^(8 z`^qSo3puB%FVzzC?9GmlJz=}0jVRTUyY=nY$h@hEHVOfY9S)9(>}6Pmb^_#+r?}r3 z0rhRM?Q=b=UI(`8Ul8BNr#*&#GepFq`JM?doK z7?feIb>FV3pHv6#gUKGGp$`ztXKTxOqVU_O74Ov|{}aa9TX3&+Az1q1;+yZr>Wya+ zUrh%ixYnbjw)bfPGS4k_9x$4z8qbYs($&u$~*IasQ&l=XJ3=C zNA@*qvXvOwQ^8<8cJY2P+L6lsV(2Ke_?4k#l8{8yWbszeO6$hYv^fQUmmk`ffho z4Q~GlCgQ9&UjKFFU>}4uf$&~KznI+yu|d{i%@g6}7r>Zh2z&T;K@X~s z`4S&PiQt2PhejoHn=eh6u&U9T1DAQD3$DQGxn(VXln#%+wtWuF1nAYA7M*$iBt~B~ z#hIZw{@>R}u~>X~ipzWC)CEY*Lg`p)qzw>EG*e7opvU<0aZaSoQQF+aQ6a)e!)DFv!#2}&Tyc%~oTgUwIvQdgI*nhn@10p0W^_joiWtb0JW9P< zp|!uA#A{tJR@OZoP`y>06Ub6=Jo0yWeW)p&TVqncc^~_9db)O}Zl8A*&s`Efz0czS z8o2zcTD`+Gs!kqq z7atx9cs(kS9;e&Snp!23YTrxMUeI$!ajR>_3UD6t^fFUPzFoUpYj&UFE5N#oU>N+H z(;aI?#AeY*veqIB_cXcDEjbW%G-$n%c3dX-@^Cnny}sqZ*I%YBvAb^J*%gU0 zLM+>mWIzeX02#yWk$|@WsrWmAE8CCpbWfr&N5tDE4A!>3`(xG{Oe!382%jpZo>ln| z%ff(7O9;_?fIwHnDHTkCs#P|h_!S8N`1jsERRu0mMmXU>7@i7j-U}beWVA#bZ6c4= zMl>EtydSnv+scTxHrnnV&VNZJylS}jArMsxfEz0Qz{v0rl~|!R!qf0^@VUO{2dzWH(g!(+SACF8 zw3=(MXZvq=tY}aVw650)EEDysMNgL}HvRFU0CwLrt4Qp7ik#N{`(1JIeWli=j&&Dd zATRj;K3SI>FsLo_Wlw_X43GhGxi;w1jsyblL^P`n>gvCSh2d&k$lwH$MDzfgKXxH> z`Mo}|k4~~fiWL-p-||M5V!}=|6Fpo+@;iyz5E->yj`*TE<0fKEX(B?cc$MC!CA>X? z!VvS;u!xBKkjB-zY&jNiM_Rr|Bs|MmfW!yBD!hC%^+c+tFIY7$40nHrx zKPD60d~n;B{O5FZXay5`?*r1jLITyexhr{mY<0XgO)(v6kUe_&qXGE=mFpzV3Xe8o_$j%}lyj3I&t?-+AT9Gg<7$OAgFYdGRWGhVBJ6I}}+hHrcSDWcYXfO>6PQ|@fOcv1g#W}Il_&|vPN zP!+b;U7~~&4fzU)q<8+`k6IQu)F_{S6MA+Zm)$G~S&$x&o5Y}ExJP~$z z&M9ur_m!DHUY8a>?yn2nSonDSb0+L=J?4+i>LD#`8<%QSKSelXl3(2~T&E1R*{HoW z-q;?@^r4VeAM@{$S72l8RUsTl#ALajVR48a)io{uCGl9KY`=;#^<3q2lI#~m5a#qJ zZg9FB{jvhv*!4=rPEh6x^xI3ALZZsI8blkcj!_789NDUZED5WxKB`hVws;=Os?fp$ zJ(}`FVJjX3Xf@ElXqeqX{W{E!h{0kBMf;NJ7WPchkE`K`s>AYt4XIZ+7?#|oCg~Vk z9(fF9q&;dag3@DK)|FabT;jjVY&`&|sovwlU^qr*!UTlr1(LDkbOM*0xz&xpFExDv zyvIxZ!{(!fQEagxx- z5p(+rYIJBF`=$?-8mrlDjhOt*S|`MDbs&M!dK zwScx2*jW#xW${~{Xnf+=Pk}dqsrQ3Df;awn=FR7fRL}UP3rrI0HXSnBR^5XoS{bCtW)FW7RwFTM5i+lf}sb9%cUA2{d4CSH56S=<}Df25}) zeA$232ig=6iv$yPq4d9i?a(zC-?T61-k^bLY+T@P%u(=;wwf|NFi>W}Hxtk3B|}=oNo95Qa|4#@ zxv$(ohMePDhb_FMQMxSBXbDR6%d%SaRrS1{<{hn$C1X!;-hM${a>+5tqWDQm z67h7s=PFF*44H!)R%Q1 zjUZ32w}ATrIcbGie0cMc%NM=vQE_M_mJs;>Wrq(RD_Bn7i~y`7Akd>{CyeN_2*AOY zA$O1Riso0#8-{fE7cs#ACsS?V0>}k+u(UJ3n z7AtM2^<#m1S6lHPAn&2a{jOp$G(>R|dCu<#{40usbKbdo>hP~cJd57)5OqmQ2J(LlP6b^O6JGu~cnBYFO zLF&r^R`CtMo zYdiN$gIr;wSdDzyg#7G3Ra2G zr0OjL8_($&hUnLVYQkyAOTN+Q(PLy8Vj63#J__ zw~H&i_~p`@VAI0D+)7K1B?y!&uz@=D86c-)-gr^9Lck*RsJY`aqv*b~Iiqwxi)|34 zJ0U-y$BvOsy!k$KjDbE)8Y1rwg8`X9XJtE70p)&~DxJgZKBp8g2hsC_ zJn2IQScvBX1cPdtUUE%UM&*l-N&USP=_I-LZ1;bM?uwF)`w$So|Qeb$5h%#_zj zTebLudkZsRo_n!N$+_`onSG6kn=?<=BT`3N{-wK4T8GsRH+0%{bnLh1YHVOHpNQA; zCNVFNzxN1p`wuiv@(rlX^ZPfjH0+-$h`Yo=zjW*L5;9bTcrbpqV#)kNlT3dn|IcKI zABSUha5@sLR($KNer#^e%{1hmU+4|8QbExxO2cBCK`H4%XMzeBb!k09m-F1EDLhjM zNL-v|OrijsI<0C8V6Vzb3Tszw4%l#<0Vdn5>1&^uHac=*lRq=|y+vP~;A80Ame#}a zBY)UF@7C>lX1~i@!RjvKTev@Ylk>NSMQp_2P;o`K$S@is7Rxe#jNm9pvURBB9~N-R z$YE(A(^bSpeG=H@Q~s{PH0{0YIA_cKjQ5PSxXdBeT82_CWB|V2$$y&aJ6HyBZkdP7 zVEmu_sub6bkhcwUe0+_g>-B`K!=FAQLCYK|?P2Pq^I6#bLEp8zQk=t`rm`0;e%4Pb zQ`kS6&5QQkbb#J^bPm$(Uy=~W_9)&0tBns4IU6?HEKqy-)K?*9*nL0zUzB4??-RCL z4lvO#?ssB_=vwanGRBf5PCP-n-PG0OgiFhX@g~L`Qldv;oMHuJiA*N{ek2*dwjr-M zaxv#rxSQXlg}-WuZz6SuCDHBy>@r=mkpwufbFqkB)`~Kv6_1h-=VB|M(WYTOtTett zI`sC{&*=XACGb{?B6p;7^A+=->%Er_rf-VjYT|QCvl#3jX1=er=AriT;hd#gKxAVu zKu#nlXRo;{Ymx@J-J`bu3}#|Q{0$aa;5DH1PLrPMD{e8~FI&gx(~>eNdlh$N9~C~l za9_gSO7zfg?7K);zS-EWXVg?(->azoE@_XvA6L!c$1u+;p}HO?KFDx^(k(#U4PxV0 zHvg;}bF}vhdItAZa)sq~!aL6<&Y4cdwtGpNl-gRWl^kpY1VaXIdQEQ6tbmaZxh?s+ zjt5au*;*hzJANFlR&DkDKGt-9JJ306BzS3LM_Dy`U^ICJU(f4b!rpuGSDh=}0xHI7 zdflTfYAPYsWI2PK*Bh?(94?#>2D)fwM_<3TTySJKVbakL+_aH8UB|yv zE>VB@R?UNp#){lwj8&AciAmE#l20}!`!!M`3fSnOV;-J<5XA-XC-c%n=YV9v&mc*^2E!BMV@6J)4}XUF&suM2&U0q8>R!|;#$bbE-j$C1 zh%-Kc0*wAs`Ey1T%wrxkm`9=465`|DLx#D1>*#Wyr_?1*Ia_l9&h?*VPigue(nCyVoX+y+|LFE)S zu|PN+@XYYW;*@9~-ld9b2Avm!SAMi=pJ6^QeA+D1nG3)mek+l#xjhmpMzU8Sg?|b6 z`$EpC4T2lQ(Lx27ms&vJ(P>K;XgXqcnFTa#kx*}M@FE3ma}^B{TeiL2M>5@4P$aEV;*A69ZH|tGUq%Ul9=@AkoZKH^5z6el2LMApRbtJ$K&o zJd9sl@TuQ_MqKy2v>-10%8mNA2oQ@wp{LZET8sCDa_xgbLD~KRG_We3qWjy<$2ua9 zw85KhncaAS%)VlAol|IgX_!quoF!B|kq*BGWWI*H?hs4t11Kr)@xC{2DV*oyZay;z zN-w>qLqmi3^R@TXu7DU7B1<%~Q`~HT;W-ouXbh+FGxat5_U?Vc7N@C$;aXQ5EOc+p zJ}t&#M-%fSb~V&UCrJjACB!81G-q^oYumy@TY7{U_zmZ}D-xrVgi)+o_@`!s{jv2k5prW|d6T`rk$46)dSN=)DwZr+u(a5~H`oJa2;He1u&ar1<#k2?y zafd$XiolH#Y+3SNW34}n(C=B;pvD9SJ;DpBfQ%cwpd0iA`OiJzwV8kd>Qch&DXpiT zwvIf=eFiArTaNt|XKPJ|S`Zd$hkDO|e`wiiTDNsE9HJgt9IsvQHgdMn+apEg0;x?8 z=vpoAE`%jq3sY<%;cmU=8AET+`SR|ilpKZr$@N?rD!F_(y{*hfoNbvAzO<7vf9&GF z@39d*xVz-6ONrC#+Q;CS`b_3VSupz6&Z|jCYllVYALsH_^3N|mty=p!3Lzq0B}Z)zIs$OHNwiwQ$y;?JxUQG^!^j!W>= zh0f~8CbD$QBcaoe@^XKEDB8spU&xSPaeM^udYW#X@h}l@c#~g-ecT`5l==1zEO+X1Hm*>X#aM>Y0^j08{NAu=6_!@Av_v1g` zGo8IBz5=)s`?U(ieSq>UWz@_1gf|M;=_Va^u|BWrbKb6XmJXn0DENHE=O&zqegd}Wzu=gSi zGKA);=3#;R@vAs1@)zY7`Mqt@PybJL+9!95+YFe6VwW$yzU)%#>$C`CoQj|( zP108lx!4EbtKR@+Mvaih_nUz~?-Gq3aA03AsF}@VsT&0{)|UkV&v*b3Isjm5Lj4P= zdK-Y`HJ=!xG8c*A@OZl}0+|C5m>VR(b`rwLbE@h58n_ryN^@i?L&oYr40UyG5X7tK zZj{JuXqaqVCReWEPb<>P^PV$rrla<&gVby1ptAGd$uAf-q%&}5+g5pLpj72Cc3GY| zEWW|o4W`uymO|_4hESA1rreDfjq)d}_YB}X z9(@0{1n7?!Ml$0yulLd!E{5$W)sDnmqM3IWS2tdo%S}iGaR6I|zh{p_``ZvEgHW9h zPj2&+O7blobNrB{egcXr5Z3+oEo1wS)9N!(J&}FgsNXZuT)Wb zK&8d8MkMJFaPa3pR59DI0DGV+S_2cmS;VZ$maYPao#SlLg85RCC2&mgD2FE#j6IOb zY+F==PMXkH3DIn`5qdMN!|=gl%|2R8!0+qCpYEx~QBN!Hbmr})+qTmAT6z>zJReU< zA||fCHP7X0yc?!?CW441b!#yaH7#35!<<{9ny6USdxl2w8&p^BG>HFmcWW(wQbXHWd{74M6^g-?MBGhl4T zlw#9V#%*3wzGe(3epVK|$x<8i_u|BjlZT*J0|=cDsGSY>MlWB5xL$tz#si$hTUp3( z!RwB`L9@mjjz_EQr>L-g>mIR1b}LN&$#W|%Le%T5nFdh~?QHwbM*XF;;#QZd%=6UG zlLo@GE`_FEQaK6`HGj8Vn+BrmBrDZUb0LY&eg!Q5iy_F@3AZH zLqtb_(#4h2&6?9iivgS{RZGJUX$`<;rxG42ZbUft8o9Iz=~zJ)2V@q3>}NP-!9aRg8sX1&=XDh)F~w#m=9 z2qx*zm+bGw#v+xBizXkxdC}9_dgR*q4zvny(8mDuLRo;79_Y$u(?6TIwH&7qz>nU@ z-yJ{SUQv)8>oM(~{Q&8%j8{4XC=&6BCHM|v;+uFP7$6*yPw7$(-~ zI%W23Hx^!Kdd*K9t%&2&{48)>oK=18u#qd2@j-d8VolYs5>P z?>OTaLGi5*gVLSPJz#Le5aO?zf0|-Nif(nM2+^hS#7%oYs=_S!qcxNbZtAYEgtgi* z5c71VQ^Ut$bGea(wx?5EzMvbr!|PSlPjQaz1Vrzb5btF1K3AGfR{dG_Uj4Jq+T&?fPcDc#)rV`So~C1MJ#_SdiFq5 zqxNk7RclZBldmo(gDa3%qSn>kqn-MEIOA1MB>j9d@RZF33Tpq=&d3Cc>Z=UnkkJsS ztB+viwAPQQvWWqbHqGWMU5v=_+5;IU&6xcN>Pb|IDdF9?sg8hdak&=MetnyQJn&tV z2S{9MrH_>pLxxdmYGgjsa_=f4!^sFWv7ey7$UW-0g2-@d=&{b~%QL_JpMAqlU@qC z&9mm?_t7#qr*7mm%n!nfwlwf!oKt4TmPX|Ut}*`ygW>)K diff --git a/themes/arm-design-system-hugo-theme/layouts/partials/demo-components/llm-chatbot/javascript--llm-chatbot.html b/themes/arm-design-system-hugo-theme/layouts/partials/demo-components/llm-chatbot/javascript--llm-chatbot.html index fc5e5e80eb..77f6b882a9 100644 --- a/themes/arm-design-system-hugo-theme/layouts/partials/demo-components/llm-chatbot/javascript--llm-chatbot.html +++ b/themes/arm-design-system-hugo-theme/layouts/partials/demo-components/llm-chatbot/javascript--llm-chatbot.html @@ -573,7 +573,22 @@ (function() { - const server_location_encoded = '{{ getenv "HUGO_LLM_API" | base64Encode }}'; + + {{/* Get server location from GH Secrets */}} + {{ $server_location := "" }}; + + {{ if eq .Params.demo_template_name "llm_chatbot_rag_demo" }} + {{ $server_location = getenv "HUGO_LLM_API" | base64Encode }} + console.log('Using RAG API.'); + {{ else if eq .Params.demo_template_name "llm_chatbot_first_demo" }} + {{ $server_location = getenv "HUGO_RAG_API" | base64Encode }} + console.log('Using LLM API.'); + {{ else }} + console.log('No server location provided.'); + {{ end }} + + + const server_location_encoded = '{{ $server_location }}'; function startPingCheck() { diff --git a/themes/arm-design-system-hugo-theme/layouts/partials/footer/script-includes.html b/themes/arm-design-system-hugo-theme/layouts/partials/footer/script-includes.html index fb15a18833..e172f34698 100644 --- a/themes/arm-design-system-hugo-theme/layouts/partials/footer/script-includes.html +++ b/themes/arm-design-system-hugo-theme/layouts/partials/footer/script-includes.html @@ -42,12 +42,6 @@ {{ if and $is_content (hasPrefix .File.TranslationBaseName "_demo")}} - {{end}} From c5a24a2734fa1ae7a45390157ce2f001e5e294e7 Mon Sep 17 00:00:00 2001 From: Zach Lasiuk Date: Fri, 17 Jan 2025 12:22:47 -0600 Subject: [PATCH 15/25] updated RAG .css layout --- assets/css/demo.css | 4 ++-- .../servers-and-cloud-computing/gh-runners/e2e-workflow.md | 2 +- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/assets/css/demo.css b/assets/css/demo.css index 3187b7f830..738441e6f5 100644 --- a/assets/css/demo.css +++ b/assets/css/demo.css @@ -261,8 +261,8 @@ } .chatbot-response-text * { max-width: 98%; - margin-bottom:0; - line-height: 1.2; + margin-bottom: 8px; + line-height: 1.3; } diff --git a/content/learning-paths/servers-and-cloud-computing/gh-runners/e2e-workflow.md b/content/learning-paths/servers-and-cloud-computing/gh-runners/e2e-workflow.md index 71a0743264..db152d08dc 100644 --- a/content/learning-paths/servers-and-cloud-computing/gh-runners/e2e-workflow.md +++ b/content/learning-paths/servers-and-cloud-computing/gh-runners/e2e-workflow.md @@ -162,6 +162,6 @@ Using what you have learned, navigate to the **Train, Test and Deploy** workflow The diagram below shows the end-to-end workflow, the relationship between the steps, and the time required to run each step: -![#e2e-workflow](/images/e2e-workflow.png) +![#e2e-workflow](images/e2e-workflow.png) You have run an MLOps workflow using GitHub Actions with Arm-hosted runners for managing all of the steps in your ML application's lifecycle. From 6fee8a3300b79311ad4f3487bbd52af38f7fffac Mon Sep 17 00:00:00 2001 From: Zach Lasiuk Date: Fri, 17 Jan 2025 13:53:04 -0600 Subject: [PATCH 16/25] updated RAG changes --- .../{aaaaaaRAGexample => rag}/_demo.md | 2 +- .../{aaaaaaRAGexample => rag}/chatbot-icon.png | Bin .../config-diagram-dark.png | Bin .../{aaaaaaRAGexample => rag}/config-diagram.png | Bin .../demo-terms-and-conditions.txt | 0 .../partials/demo-components/config-rag.html | 2 +- .../llm-chatbot/javascript--llm-chatbot.html | 5 ++--- 7 files changed, 4 insertions(+), 5 deletions(-) rename content/learning-paths/servers-and-cloud-computing/{aaaaaaRAGexample => rag}/_demo.md (98%) rename content/learning-paths/servers-and-cloud-computing/{aaaaaaRAGexample => rag}/chatbot-icon.png (100%) rename content/learning-paths/servers-and-cloud-computing/{aaaaaaRAGexample => rag}/config-diagram-dark.png (100%) rename content/learning-paths/servers-and-cloud-computing/{aaaaaaRAGexample => rag}/config-diagram.png (100%) rename content/learning-paths/servers-and-cloud-computing/{aaaaaaRAGexample => rag}/demo-terms-and-conditions.txt (100%) diff --git a/content/learning-paths/servers-and-cloud-computing/aaaaaaRAGexample/_demo.md b/content/learning-paths/servers-and-cloud-computing/rag/_demo.md similarity index 98% rename from content/learning-paths/servers-and-cloud-computing/aaaaaaRAGexample/_demo.md rename to content/learning-paths/servers-and-cloud-computing/rag/_demo.md index ce861c9ae2..20af058137 100644 --- a/content/learning-paths/servers-and-cloud-computing/aaaaaaRAGexample/_demo.md +++ b/content/learning-paths/servers-and-cloud-computing/rag/_demo.md @@ -21,7 +21,7 @@ example_user_prompts: - Do Hyperscan and Snort3 work on Graviton4? - How can I easily build multi-architecture Docker images? -rag_data_cutoff_date: 2025/01/13 +rag_data_cutoff_date: 2025/01/17 title_chatbot_area: Arm RAG Demo diff --git a/content/learning-paths/servers-and-cloud-computing/aaaaaaRAGexample/chatbot-icon.png b/content/learning-paths/servers-and-cloud-computing/rag/chatbot-icon.png similarity index 100% rename from content/learning-paths/servers-and-cloud-computing/aaaaaaRAGexample/chatbot-icon.png rename to content/learning-paths/servers-and-cloud-computing/rag/chatbot-icon.png diff --git a/content/learning-paths/servers-and-cloud-computing/aaaaaaRAGexample/config-diagram-dark.png b/content/learning-paths/servers-and-cloud-computing/rag/config-diagram-dark.png similarity index 100% rename from content/learning-paths/servers-and-cloud-computing/aaaaaaRAGexample/config-diagram-dark.png rename to content/learning-paths/servers-and-cloud-computing/rag/config-diagram-dark.png diff --git a/content/learning-paths/servers-and-cloud-computing/aaaaaaRAGexample/config-diagram.png b/content/learning-paths/servers-and-cloud-computing/rag/config-diagram.png similarity index 100% rename from content/learning-paths/servers-and-cloud-computing/aaaaaaRAGexample/config-diagram.png rename to content/learning-paths/servers-and-cloud-computing/rag/config-diagram.png diff --git a/content/learning-paths/servers-and-cloud-computing/aaaaaaRAGexample/demo-terms-and-conditions.txt b/content/learning-paths/servers-and-cloud-computing/rag/demo-terms-and-conditions.txt similarity index 100% rename from content/learning-paths/servers-and-cloud-computing/aaaaaaRAGexample/demo-terms-and-conditions.txt rename to content/learning-paths/servers-and-cloud-computing/rag/demo-terms-and-conditions.txt diff --git a/themes/arm-design-system-hugo-theme/layouts/partials/demo-components/config-rag.html b/themes/arm-design-system-hugo-theme/layouts/partials/demo-components/config-rag.html index 5e98ee475d..d5dcac1876 100644 --- a/themes/arm-design-system-hugo-theme/layouts/partials/demo-components/config-rag.html +++ b/themes/arm-design-system-hugo-theme/layouts/partials/demo-components/config-rag.html @@ -22,7 +22,7 @@ diff --git a/themes/arm-design-system-hugo-theme/layouts/partials/demo-components/llm-chatbot/javascript--llm-chatbot.html b/themes/arm-design-system-hugo-theme/layouts/partials/demo-components/llm-chatbot/javascript--llm-chatbot.html index 77f6b882a9..8ceb165680 100644 --- a/themes/arm-design-system-hugo-theme/layouts/partials/demo-components/llm-chatbot/javascript--llm-chatbot.html +++ b/themes/arm-design-system-hugo-theme/layouts/partials/demo-components/llm-chatbot/javascript--llm-chatbot.html @@ -578,16 +578,15 @@ {{ $server_location := "" }}; {{ if eq .Params.demo_template_name "llm_chatbot_rag_demo" }} - {{ $server_location = getenv "HUGO_LLM_API" | base64Encode }} + {{ $server_location = getenv "HUGO_RAG_API" | base64Encode }} console.log('Using RAG API.'); {{ else if eq .Params.demo_template_name "llm_chatbot_first_demo" }} - {{ $server_location = getenv "HUGO_RAG_API" | base64Encode }} + {{ $server_location = getenv "HUGO_LLM_API" | base64Encode }} console.log('Using LLM API.'); {{ else }} console.log('No server location provided.'); {{ end }} - const server_location_encoded = '{{ $server_location }}'; From d56eaabff99e7ca658a7f3b976449098d00f1da3 Mon Sep 17 00:00:00 2001 From: pareenaverma Date: Fri, 17 Jan 2025 14:54:50 -0500 Subject: [PATCH 17/25] Update main.yml --- .github/workflows/main.yml | 1 + 1 file changed, 1 insertion(+) diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml index 06ce41d35e..bfb645e2bc 100644 --- a/.github/workflows/main.yml +++ b/.github/workflows/main.yml @@ -22,3 +22,4 @@ jobs: secrets: AWS_OIDC_ROLE: ${{ secrets.AWS_OIDC_ROLE_INTERNAL }} HUGO_LLM_API: ${{ secrets.HUGO_LLM_API }} + HUGO_RAG_API: ${{ secrets.HUGO_RAG_API }} From 30ad9ec3dea1fc09f6281df990fffcbc8592e419 Mon Sep 17 00:00:00 2001 From: pareenaverma Date: Fri, 17 Jan 2025 14:56:17 -0500 Subject: [PATCH 18/25] Update deploy.yml --- .github/workflows/deploy.yml | 3 +++ 1 file changed, 3 insertions(+) diff --git a/.github/workflows/deploy.yml b/.github/workflows/deploy.yml index 0e83c13da3..2e8c95a066 100644 --- a/.github/workflows/deploy.yml +++ b/.github/workflows/deploy.yml @@ -17,6 +17,8 @@ on: required: true HUGO_LLM_API: required: true + HUGO_RAG_API: + required: true env: HUGO_VERSION: 0.130.0 @@ -60,6 +62,7 @@ jobs: bin/pagefind --site "public" env: HUGO_LLM_API: ${{ secrets.HUGO_LLM_API }} + HUGO_RAG_API: ${{ secrets.HUGO_RAG_API }} # Deploys website to AWS S3 and invalidate CloudFront Cache - name: Deploy to S3 From 6c0b70fac17b4b6b1fdf3a0f76c2315524fbd46e Mon Sep 17 00:00:00 2001 From: Zach Lasiuk Date: Fri, 17 Jan 2025 15:53:58 -0600 Subject: [PATCH 19/25] finalized RAG example --- .../aaaaaaRAGexample/_index.md | 37 --- .../aaaaaaRAGexample/llama-chatbot.md | 279 ------------------ .../aaaaaaRAGexample/llama-server.md | 145 --------- .../servers-and-cloud-computing/rag/_demo.md | 17 +- .../{aaaaaaRAGexample => rag}/_next-steps.md | 6 +- .../rag/_review.md | 45 --- .../rag/config-diagram-dark.png | Bin 37241 -> 37465 bytes .../rag/config-diagram.png | Bin 34778 -> 35078 bytes .../partials/demo-components/config-rag.html | 5 +- .../llm-chatbot/javascript--llm-chatbot.html | 32 ++ 10 files changed, 48 insertions(+), 518 deletions(-) delete mode 100644 content/learning-paths/servers-and-cloud-computing/aaaaaaRAGexample/_index.md delete mode 100644 content/learning-paths/servers-and-cloud-computing/aaaaaaRAGexample/llama-chatbot.md delete mode 100644 content/learning-paths/servers-and-cloud-computing/aaaaaaRAGexample/llama-server.md rename content/learning-paths/servers-and-cloud-computing/{aaaaaaRAGexample => rag}/_next-steps.md (79%) delete mode 100644 content/learning-paths/servers-and-cloud-computing/rag/_review.md diff --git a/content/learning-paths/servers-and-cloud-computing/aaaaaaRAGexample/_index.md b/content/learning-paths/servers-and-cloud-computing/aaaaaaRAGexample/_index.md deleted file mode 100644 index f4f925daa7..0000000000 --- a/content/learning-paths/servers-and-cloud-computing/aaaaaaRAGexample/_index.md +++ /dev/null @@ -1,37 +0,0 @@ ---- -title: RAG example - -minutes_to_complete: 30 - -who_is_this_for: This is an introductory topic for developers interested in running LLMs on Arm-based servers. - -learning_objectives: - - Download and build llama.cpp on your Arm server. - - Download a pre-quantized Llama 3.1 model from Hugging Face. - - Re-quantize the model weights to take advantage of the Arm KleidiAI kernels. - - Compare the pre-quantized Llama 3.1 model weights performance to the re-quantized weights on your Arm CPU. - -prerequisites: - - An AWS Graviton3 c7g.16xlarge instance to test Arm performance optimizations, or any [Arm based instance](/learning-paths/servers-and-cloud-computing/csp/) from a cloud service provider or an on-premise Arm server. - -author_primary: Pareena Verma, Jason Andrews, and Zach Lasiuk - -### Tags -skilllevels: Introductory -subjects: ML -armips: - - Neoverse -operatingsystems: - - Linux -tools_software_languages: - - LLM - - GenAI - - Python - - -### FIXED, DO NOT MODIFY -# ================================================================================ -weight: 1 # _index.md always has weight of 1 to order correctly -layout: "learningpathall" # All files under learning paths have this same wrapper -learning_path_main_page: "yes" # This should be surfaced when looking for related content. Only set for _index.md of learning path content. ---- diff --git a/content/learning-paths/servers-and-cloud-computing/aaaaaaRAGexample/llama-chatbot.md b/content/learning-paths/servers-and-cloud-computing/aaaaaaRAGexample/llama-chatbot.md deleted file mode 100644 index 1f3b41cce7..0000000000 --- a/content/learning-paths/servers-and-cloud-computing/aaaaaaRAGexample/llama-chatbot.md +++ /dev/null @@ -1,279 +0,0 @@ ---- -title: Run a Large Language model (LLM) chatbot on Arm servers -weight: 3 - -### FIXED, DO NOT MODIFY -layout: learningpathall ---- - -## Before you begin -The instructions in this Learning Path are for any Arm server running Ubuntu 22.04 LTS. You need an Arm server instance with at least four cores and 8GB of RAM to run this example. Configure disk storage up to at least 32 GB. The instructions have been tested on an AWS Graviton3 c7g.16xlarge instance. - -## Overview - -Arm CPUs are widely used in traditional ML and AI use cases. In this Learning Path, you learn how to run generative AI inference-based use cases like a LLM chatbot on Arm-based CPUs. You do this by deploying the [Llama-3.1-8B model](https://huggingface.co/cognitivecomputations/dolphin-2.9.4-llama3.1-8b-gguf) on your Arm-based CPU using `llama.cpp`. - -[llama.cpp](https://github.com/ggerganov/llama.cpp) is an open source C/C++ project developed by Georgi Gerganov that enables efficient LLM inference on a variety of hardware - both locally, and in the cloud. - -## About the Llama 3.1 model and GGUF model format - -The [Llama-3.1-8B model](https://huggingface.co/cognitivecomputations/dolphin-2.9.4-llama3.1-8b-gguf) from Meta belongs to the Llama 3.1 model family and is free to use for research and commercial purposes. Before you use the model, visit the Llama [website](https://llama.meta.com/llama-downloads/) and fill in the form to request access. - - -The [Meta Llama 3.1 collection of models](https://github.com/meta-llama/llama-models/blob/main/models/llama3_1/MODEL_CARD.md) perform general natural language processing (NLP) tasks such as text generation. -The Llama 3.1 family of models range in size from 8 billion to 405 billion parameters. The greater the number of parameters, the more information the model can store. This directly affects how well the model understands language and the model's general capabilities. LLMs that run efficiently on CPUs typically have lower numbers of parameters. For this example, the 8 billion (8B) model is ideal for retaining quality chatbot capability while also running efficiently on your Arm-based CPU. - -Traditionally, the training and inference of LLMs has been done on GPUs using full-precision 32-bit (FP32) or half-precision 16-bit (FP16) data type formats for the model parameter and weights. Recently, a new binary model format called GGUF was introduced by the `llama.cpp` team. This new GGUF model format uses compression and quantization techniques that remove the dependency on using FP32 and FP16 data type formats. For example, GGUF supports quantization where model weights that are generally stored as FP16 data types are scaled down to 4-bit integers. This significantly reduces the need for computational resources and the amount of RAM required. These advancements made in the model format and the data types used make Arm CPUs a great fit for running LLM inferences. - -## Install dependencies - -Install the following packages on your Arm based server instance: - -```bash -sudo apt update -sudo apt install make cmake -y -``` - -You also need to install `gcc` on your machine: - -```bash -sudo apt install gcc g++ -y -sudo apt install build-essential -y -``` - -## Download and build llama.cpp - -You are now ready to start building `llama.cpp`. - -Clone the source repository for llama.cpp: - -```bash -git clone https://github.com/ggerganov/llama.cpp -``` - -By default, `llama.cpp` builds for CPU only on Linux and Windows. You don't need to provide any extra switches to build it for the Arm CPU that you run it on. - -Run `make` to build it: - -```bash -cd llama.cpp -make GGML_NO_LLAMAFILE=1 -j$(nproc) -``` - -Check that `llama.cpp` has built correctly by running the help command: - -```bash -./llama-cli -h -``` - -If `llama.cpp` has built correctly on your machine, you will see the help options being displayed. A snippet of the output is shown below: - -```output -usage: ./llama-cli [options] - -general: - - -h, --help, --usage print usage and exit - --version show version and build info - -v, --verbose print verbose information - --verbosity N set specific verbosity level (default: 0) - --verbose-prompt print a verbose prompt before generation (default: false) - --no-display-prompt don't print prompt at generation (default: false) - -co, --color colorise output to distinguish prompt and user input from generations (default: false) - -s, --seed SEED RNG seed (default: -1, use random seed for < 0) - -t, --threads N number of threads to use during generation (default: 4) - -tb, --threads-batch N number of threads to use during batch and prompt processing (default: same as --threads) - -td, --threads-draft N number of threads to use during generation (default: same as --threads) - -tbd, --threads-batch-draft N number of threads to use during batch and prompt processing (default: same as --threads-draft) - --draft N number of tokens to draft for speculative decoding (default: 5) - -ps, --p-split N speculative decoding split probability (default: 0.1) - -lcs, --lookup-cache-static FNAME - path to static lookup cache to use for lookup decoding (not updated by generation) - -lcd, --lookup-cache-dynamic FNAME - path to dynamic lookup cache to use for lookup decoding (updated by generation) - -c, --ctx-size N size of the prompt context (default: 0, 0 = loaded from model) - -n, --predict N number of tokens to predict (default: -1, -1 = infinity, -2 = until context filled) - -b, --batch-size N logical maximum batch size (default: 2048) -``` - - -## Install Hugging Face Hub - -There are a few different ways you can download the Meta Llama-3.1 8B model. In this Learning Path, you download the model from Hugging Face. - -{{% notice Note %}} Use of Llama 3.1 8B model is governed by the Meta license. Before you proceed to download the model, please visit the Llama [website](https://llama.meta.com/llama-downloads/) and fill in the form. {{% /notice %}} - -[Hugging Face](https://huggingface.co/) is an open source AI community where you can host your own AI models, train them and collaborate with others in the community. You can browse through the thousands of models that are available for a variety of use cases like NLP, audio, and computer vision. - -The `huggingface_hub` library provides APIs and tools that let you easily download and fine-tune pre-trained models. You will use `huggingface-cli` to download the [Llama-3.1 8B model](https://huggingface.co/cognitivecomputations/dolphin-2.9.4-llama3.1-8b-gguf). - -Install the required Python packages: - -```bash -sudo apt install python-is-python3 python3-pip python3-venv -y -``` - -Create and activate a Python virtual environment: - -```bash -python -m venv venv -source venv/bin/activate -``` - -Your terminal prompt now has the `(venv)` prefix indicating the virtual environment is active. Use this virtual environment for the remaining commands. - -Install the `huggingface_hub` python library using `pip`: - -```bash -pip install huggingface_hub -``` - -You can now download the model using the huggingface cli: - -```bash -huggingface-cli download cognitivecomputations/dolphin-2.9.4-llama3.1-8b-gguf dolphin-2.9.4-llama3.1-8b-Q4_0.gguf --local-dir . --local-dir-use-symlinks False -``` -Before you proceed and run this model, take a quick look at what `Q4_0` in the model name denotes. - -## Quantization format - -`Q4_0` in the model name refers to the quantization method the model uses. The goal of quantization is to reduce the size of the model (to reduce the memory space required) and faster (to reduce memory bandwidth bottlenecks transferring large amounts of data from memory to a processor). The primary trade-off to keep in mind when reducing a model's size is maintaining quality of performance. Ideally, a model is quantized to meet size and speed requirements while not having a negative impact on performance. - -This model is `llama3.1-8b-Q4_0.gguf`, so what does each component mean in relation to the quantization level? The main thing to note is the number of bits per parameter, which is denoted by 'Q4' in this case or 4-bit integer. As a result, by only using 4 bits per parameter for 8 billion parameters, the model drops to be 4.7Gb in size. - -Here is a quick lookup to the rest of the quantization parts for the Llama-2 model family as it exists today: - -| quantization-method | # of bits per parameter | quantization format (does not apply to quantization method 'IQ') | quantization method specifics | -| ------------------- | ----------------------- | ---------------------------------------------------------------- | ------------------ | -| Q, IQ, F, FP | 2,3,4,5,6,7,8,16,32 | _0, _1, _K | _XXS, _XS, _S, _M, _L | - -Some examples: - -* Q8_0 --> Straightforward quantization method (indicated with _0 or _1), with an 8 bit integer per parameter. -* Q4_K_M --> K-quant method (indicated with _K), with a 4 bit integer per parameter, with the _M quantization mix type used. -* IQ2_XXS --> I-quant method (indicated with _IQ), with the _XXS quantization mix type used. -* F16 --> Using a 16 bit floating point number per parameter (no other quantization method used, only rounding a number if starting from a 32 bit floating point number). - -Each quantization method has a unique approach to quantizing parameters. The deeper technical details of different quantization methodologies are outside the scope of this guide. The main takeaway is that selecting the right model quantization is critical to running an LLM effectively on your hardware, and the most impactful quantization decision is the number of bits per parameter. You will need also need to check you have enough system memory before deploying larger models or models with higher precision/quantization. - -In this guide, you will not use any other quantization methods, because Arm has not made kernel optimizations for other quantization types. - -## Re-quantize the model weights - -To see improvements for Arm optimized kernels, you need to generate a new weights file with rearranged Q4_0 weights. As of [llama.cpp commit 0f1a39f3](https://github.com/ggerganov/llama.cpp/commit/0f1a39f3), Arm has contributed code for three types of GEMV/GEMM kernels corresponding to three processor types: - -* AWS Graviton2, where you only have NEON support (you will see less improvement for these GEMV/GEMM kernels), -* AWS Graviton3, where the GEMV/GEMM kernels exploit both SVE 256 and MATMUL INT8 support, and -* AWS Graviton4, where the GEMV/GEMM kernels exploit NEON/SVE 128 and MATMUL_INT8 support - -To re-quantize optimally for Graviton3, run - -```bash -./llama-quantize --allow-requantize dolphin-2.9.4-llama3.1-8b-Q4_0.gguf dolphin-2.9.4-llama3.1-8b-Q4_0_8_8.gguf Q4_0_8_8 -``` - -This will output a new file, `dolphin-2.9.4-llama3.1-8b-Q4_0_8_8.gguf`, which contains reconfigured weights that allow `llama-cli` to use SVE 256 and MATMUL_INT8 support. - -{{% notice Note %}} -This requantization is optimal only for Graviton3. For Graviton2, requantization should optimally be done in `Q4_0_4_4` format, and for Graviton4, `Q4_0_4_8` is the optimal requantization format. -{{% /notice %}} - -## Compare the pre-quantized Llama-3.1-8B LLM model weights to the optimized weights - -First, run the pre-quantized llama-3.1-8b model exactly as the weights were downloaded from huggingface: - -```bash -./llama-cli -m dolphin-2.9.4-llama3.1-8b-Q4_0.gguf -p "Building a visually appealing website can be done in ten simple steps:" -n 512 -t 64 -``` - -This command will use the downloaded model (`-m` flag), with the specified prompt (`-p` flag), and target a 512 token completion (`-n` flag), using 64 threads (`-t` flag). - -You will see lots of interesting statistics being printed from llama.cpp about the model and the system, followed by the prompt and completion. The tail of the output from running this model on an AWS Graviton3 c7g.16xlarge instance is shown below: - -```output -llm_load_tensors: ggml ctx size = 0.14 MiB -llm_load_tensors: CPU buffer size = 4437.82 MiB -....................................................................................... -llama_new_context_with_model: n_ctx = 131072 -llama_new_context_with_model: n_batch = 2048 -llama_new_context_with_model: n_ubatch = 512 -llama_new_context_with_model: flash_attn = 0 -llama_new_context_with_model: freq_base = 500000.0 -llama_new_context_with_model: freq_scale = 1 -llama_kv_cache_init: CPU KV buffer size = 16384.00 MiB -llama_new_context_with_model: KV self size = 16384.00 MiB, K (f16): 8192.00 MiB, V (f16): 8192.00 MiB -llama_new_context_with_model: CPU output buffer size = 0.49 MiB -llama_new_context_with_model: CPU compute buffer size = 8480.01 MiB -llama_new_context_with_model: graph nodes = 1030 -llama_new_context_with_model: graph splits = 1 - -system_info: n_threads = 64 (n_threads_batch = 64) / 64 | AVX = 0 | AVX_VNNI = 0 | AVX2 = 0 | AVX512 = 0 | AVX512_VBMI = 0 | AVX512_VNNI = 0 | AVX512_BF16 = 0 | FMA = 0 | NEON = 1 | SVE = 1 | ARM_FMA = 1 | F16C = 0 | FP16_VA = 1 | RISCV_VECT = 0 | WASM_SIMD = 0 | BLAS = 0 | SSE3 = 0 | SSSE3 = 0 | VSX = 0 | MATMUL_INT8 = 1 | LLAMAFILE = 0 | -sampling seed: 4210375779 -sampling params: - repeat_last_n = 64, repeat_penalty = 1.000, frequency_penalty = 0.000, presence_penalty = 0.000 - top_k = 40, tfs_z = 1.000, top_p = 0.950, min_p = 0.050, typical_p = 1.000, temp = 0.800 - mirostat = 0, mirostat_lr = 0.100, mirostat_ent = 5.000 -sampler constr: - logits -> logit-bias -> penalties -> top-k -> tail-free -> typical -> top-p -> min-p -> temp-ext -> softmax -> dist -generate: n_ctx = 131072, n_batch = 2048, n_predict = 512, n_keep = 1 - - -Building a visually appealing website can be done in ten simple steps: Plan, design, wireframe, write content, optimize for SEO, choose the right platform, add interactive elements, test and fix bugs, launch, and finally, maintain. These steps are crucial for creating a user-friendly and effective website that attracts visitors and converts them into customers. -1. Planning the Website -Planning is the first and most crucial stage in building a website. It involves determining your target audience, identifying their needs, and outlining what the website will offer them. The planning process also includes setting goals for the website and figuring out how it will be used. This stage is essential as it will guide the design, content, and functionality of your website. -2. Designing the Website -Once you have a clear plan, you can proceed to design the website. The design stage involves creating a visual representation of your website, including its layout, color scheme, typography, and imagery. A well-designed website is crucial for capturing the attention of your target audience and encouraging them to engage with your content. -3. Creating a Wireframe -A wireframe is a simple, low-fidelity version of your website that outlines its structure and layout. It is a critical stage in the website-building process as it helps you visualize how your website will look and function before you invest in the design and development stages. A wireframe also allows you to gather feedback from stakeholders and refine your design before it goes live. -4. Writing Quality Content -Content is the lifeblood of any website. It is essential to create high-quality, engaging, and informative content that resonates with your target audience. The content should be well-researched, optimized for SEO, and written in a style that is easy to understand. It is also essential to keep your content fresh and up-to-date to keep your audience engaged. -5. Optimizing for SEO -Search Engine Optimization (SEO) is the process of optimizing your website to rank higher in search engine results pages (SERPs). It involves optimizing your website's content, structure, and technical aspects to make it more visible and accessible to search engines. SEO is critical for driving organic traffic to your website and increasing its visibility online. -6. Choosing the Right Platform -Choosing the right platform for your website is essential for its success. There are various website-building platforms available, such as WordPress, Squarespace, and Wix. Each platform has its strengths and weaknesses, and it is essential to choose the one that best suits your needs. -7. Adding Interactive Elements -Interactive elements, such as videos, quizzes, and gam -llama_perf_sampler_print: sampling time = 41.44 ms / 526 runs ( 0.08 ms per token, 12692.44 tokens per second) -llama_perf_context_print: load time = 4874.27 ms -llama_perf_context_print: prompt eval time = 87.00 ms / 14 tokens ( 6.21 ms per token, 160.92 tokens per second) -llama_perf_context_print: eval time = 11591.53 ms / 511 runs ( 22.68 ms per token, 44.08 tokens per second) -llama_perf_context_print: total time = 11782.00 ms / 525 tokens -``` - -The `system_info` printed from llama.cpp highlights important architectural features present on your hardware that improve the performance of the model execution. In the output shown above from running on an AWS Graviton3 instance, you will see: - - * NEON = 1 This flag indicates support for Arm's Neon technology which is an implementation of the Advanced SIMD instructions - * ARM_FMA = 1 This flag indicates support for Arm Floating-point Multiply and Accumulate instructions - * MATMUL_INT8 = 1 This flag indicates support for Arm int8 matrix multiplication instructions - * SVE = 1 This flag indicates support for the Arm Scalable Vector Extension - - -The end of the output shows several model timings: - -* load time refers to the time taken to load the model. -* prompt eval time refers to the time taken to process the prompt before generating the new text. In this example, it shows that it evaluated 16 tokens in 1998.79 ms. -* eval time refers to the time taken to generate the output. Generally anything above 10 tokens per second is faster than what humans can read. - -You can compare these timings to the optimized model weights by running: - -```bash -./llama-cli -m dolphin-2.9.4-llama3.1-8b-Q4_0_8_8.gguf -p "Building a visually appealing website can be done in ten simple steps:" -n 512 -t 64 -``` - -This is the same command as before, but with the model file swapped out for the re-quantized file. - -The timings on this one look like: - -```output -llama_perf_sampler_print: sampling time = 41.13 ms / 526 runs ( 0.08 ms per token, 12789.96 tokens per second) -llama_perf_context_print: load time = 4846.73 ms -llama_perf_context_print: prompt eval time = 48.22 ms / 14 tokens ( 3.44 ms per token, 290.32 tokens per second) -llama_perf_context_print: eval time = 11233.92 ms / 511 runs ( 21.98 ms per token, 45.49 tokens per second) -llama_perf_context_print: total time = 11385.65 ms / 525 tokens - -``` - -As you can see, load time improves, but the biggest improvement can be seen in prompt eval times. - -You have successfully run a LLM chatbot with Arm optimizations, all running on your Arm AArch64 CPU on your server. You can continue experimenting and trying out the model with different prompts. - diff --git a/content/learning-paths/servers-and-cloud-computing/aaaaaaRAGexample/llama-server.md b/content/learning-paths/servers-and-cloud-computing/aaaaaaRAGexample/llama-server.md deleted file mode 100644 index 2729e44860..0000000000 --- a/content/learning-paths/servers-and-cloud-computing/aaaaaaRAGexample/llama-server.md +++ /dev/null @@ -1,145 +0,0 @@ ---- -title: Access the chatbot using the OpenAI-compatible API -weight: 4 - -### FIXED, DO NOT MODIFY -layout: learningpathall ---- - -You can use the `llama.cpp` server program and submit requests using an OpenAI-compatible API. -This enables applications to be created which access the LLM multiple times without starting and stopping it. You can also access the server over the network to another machine hosting the LLM. - -One additional software package is required for this section. Install `jq` on your computer using: - -```bash -sudo apt install jq -y -``` - -The server executable has already compiled during the stage detailed in the previous section, when you ran `make`. - -Start the server from the command line, it listens on port 8080: - -```bash -./llama-server -m dolphin-2.9.4-llama3.1-8b-Q4_0_8_8.gguf --port 8080 -``` - -## Use curl - -You can access the API using the `curl` command. - -In another terminal, use a text editor to create a file named `curl-test.sh` with the commands below: - -```bash -curl http://localhost:8080/v1/chat/completions -H "Content-Type: application/json" -d '{ - "model": "any-model", - "messages": [ - { - "role": "system", - "content": "You are a coding assistant, skilled in programming." - }, - { - "role": "user", - "content": "Write a hello world program in C++." - } - ] - }' 2>/dev/null | jq -C -``` - -The `model` value in the API is not used, you can enter any value. This is because there is only one model loaded in the server. - -Run the script: - -```bash -bash ./curl-test.sh -``` - -The `curl` command accesses the LLM and you see the output: - -```output -{ - "choices": [ - { - "finish_reason": "stop", - "index": 0, - "message": { - "content": "#include \n\nint main() {\n std::cout << \"Hello, World!\" << std::endl;\n return 0;\n}", - "role": "assistant" - } - } - ], - "created": 1726252907, - "model": "any-model", - "object": "chat.completion", - "usage": { - "completion_tokens": 30, - "prompt_tokens": 33, - "total_tokens": 63 - }, - "id": "chatcmpl-wh33d82OqWKibRF0s7waublCpl9YytkI" -} -``` - -In the returned JSON data you see the LLM output, including the content created from the prompt. - -## Use Python - -You can also use a Python program to access the OpenAI-compatible API. - -Create a Python `venv`: - -```bash -python -m venv pytest -source pytest/bin/activate -``` - -Install the OpenAI Python package: -```bash -pip install openai==1.45.0 -``` - -Use a text editor to create a file named `python-test.py` with the content below: - -```python -from openai import OpenAI - -client = OpenAI( - base_url='http://localhost:8080/v1', - api_key='no-key' - ) - -completion = client.chat.completions.create( - model="not-used", - messages=[ - {"role": "system", "content": "You are a coding assistant, skilled in programming.."}, - {"role": "user", "content": "Write a hello world program in C++."} - ], - stream=True, -) - -for chunk in completion: - print(chunk.choices[0].delta.content or "", end="") -``` - -Run the Python file (make sure the server is still running): - -```bash -python ./python-test.py -``` - -You see the output generated by the LLM: - -```output -Here's a simple Hello World program in C++: - -```cpp -#include - -int main() { - std::cout << "Hello, World!" << std::endl; - return 0; -} - -This program includes the standard input/output library, `iostream`. It defines a `main` function, which is the entry point of the program. Inside `main`, `std::cout` is used to output the string "Hello, World!" to the console, and then `std::endl` is used to print a new line. The `return 0;` statement indicates that the program exited successfully -``` - -You can continue to experiment with different large language models and write scripts to try them. diff --git a/content/learning-paths/servers-and-cloud-computing/rag/_demo.md b/content/learning-paths/servers-and-cloud-computing/rag/_demo.md index 20af058137..b8f321a74e 100644 --- a/content/learning-paths/servers-and-cloud-computing/rag/_demo.md +++ b/content/learning-paths/servers-and-cloud-computing/rag/_demo.md @@ -2,13 +2,17 @@ title: Run a llama.cpp chatbot powered by Arm Kleidi technology overview: | - Some description of this sucker. + This Arm learning path shows how to use a single c4a-standard-64 Google Axion instance -- powered by an Arm Neoverse CPU -- to build a simple "Token as a Service" RAG-enabled server, used below to provide a chatbot to serve a small number of concurrent users. + + This architecture would be suitable for businesses looking to deploy the latest Generative AI technologies with RAG capabilities using their existing CPU compute capacity and deployment pipelines. It enables semantic search over chunked documents using FAISS vector store. The demo uses the open source llama.cpp framework, which Arm has enhanced by contributing the latest Arm Kleidi technologies. Further optimizations are achieved by using the smaller 8 billion parameter Llama 3.1 model, which has been quantized to optimize memory usage. + + Chat with the Llama-3.1-8B RAG-enabled LLM below to see the performance for yourself, then follow the learning path to build your own Generative AI service on Arm Neoverse. demo_steps: - Type & send a message to the chatbot. - - Receive the chatbot's reply. - - View stats showing how well AWS Graviton runs LLMs. + - Receive the chatbot's reply, including references from RAG data. + - View stats showing how well Google Axion runs LLMs. diagram: config-diagram-dark.png diagram_blowup: config-diagram.png @@ -18,9 +22,10 @@ terms_and_conditions: demo-terms-and-conditions.txt prismjs: true # enable prismjs rendering of code snippets example_user_prompts: - - Do Hyperscan and Snort3 work on Graviton4? - - How can I easily build multi-architecture Docker images? - + - How can I build multi-architecture Docker images? + - How do I test Java performance on Google Axion instances? + + rag_data_cutoff_date: 2025/01/17 title_chatbot_area: Arm RAG Demo diff --git a/content/learning-paths/servers-and-cloud-computing/aaaaaaRAGexample/_next-steps.md b/content/learning-paths/servers-and-cloud-computing/rag/_next-steps.md similarity index 79% rename from content/learning-paths/servers-and-cloud-computing/aaaaaaRAGexample/_next-steps.md rename to content/learning-paths/servers-and-cloud-computing/rag/_next-steps.md index 01f4b230cb..683e14ef4a 100644 --- a/content/learning-paths/servers-and-cloud-computing/aaaaaaRAGexample/_next-steps.md +++ b/content/learning-paths/servers-and-cloud-computing/rag/_next-steps.md @@ -1,6 +1,6 @@ --- next_step_guidance: > - Thank you for completing this Learning path on how to run a LLM chatbot on an Arm-based server. You might be interested in learning how to run a NLP sentiment analysis model on an Arm-based server. + Thank you for completing this Learning path on how to run a RAG-enabled LLM chatbot on an Arm-based server. You might be interested in learning how to run a NLP sentiment analysis model on an Arm-based server. recommended_path: "/learning-paths/servers-and-cloud-computing/nlp-hugging-face/" @@ -17,10 +17,6 @@ further_reading: title: Democratizing Generative AI with CPU-based inference link: https://blogs.oracle.com/ai-and-datascience/post/democratizing-generative-ai-with-cpu-based-inference type: blog - - resource: - title: Llama-2-7B-Chat-GGUF - link: https://huggingface.co/TheBloke/Llama-2-7B-Chat-GGUF - type: website # ================================================================================ diff --git a/content/learning-paths/servers-and-cloud-computing/rag/_review.md b/content/learning-paths/servers-and-cloud-computing/rag/_review.md deleted file mode 100644 index df0d24aaf6..0000000000 --- a/content/learning-paths/servers-and-cloud-computing/rag/_review.md +++ /dev/null @@ -1,45 +0,0 @@ ---- -review: - - questions: - question: > - What is the primary purpose of using RAG in an LLM chatbot? - answers: - - To reduce the size of the model. - - To enhance the chatbot's responses with contextually-relevant information. - - To increase the training speed of the model. - - To simplify the deployment process. - correct_answer: 2 - explanation: > - RAG (Retrieval Augmented Generation) enhances the chatbot's responses by retrieving and incorporating contextually-relevant information from a vector database. - - - questions: - question: > - Which framework is used to create the web interface for the RAG-based LLM server? - answers: - - Django. - - Flask. - - Streamlit. - - FastAPI. - correct_answer: 3 - explanation: > - Streamlit is used to create the web interface for the RAG-based LLM server, allowing users to interact with the backend. - - - questions: - question: > - What is the role of FAISS in the RAG-based LLM server? - answers: - - To train the LLM model. - - To store and retrieve vectorized documents. - - To handle HTTP requests. - - To manage user authentication. - correct_answer: 2 - explanation: > - FAISS is used to store and retrieve vectorized documents, enabling the RAG-based LLM server to provide contextually relevant responses. - -# ================================================================================ -# FIXED, DO NOT MODIFY -# ================================================================================ -title: "Review" # Always the same title -weight: 6 # Set to always be larger than the content in this path -layout: "learningpathall" # All files under learning paths have this same wrapper ---- diff --git a/content/learning-paths/servers-and-cloud-computing/rag/config-diagram-dark.png b/content/learning-paths/servers-and-cloud-computing/rag/config-diagram-dark.png index 356c8c1abca9715ca570851b0ba517cac09f0b3b..72c2c1fc3f7cd2a162ac57928675aebcd7127e97 100644 GIT binary patch literal 37465 zcmdpdRa6^H7j23Zij-oZcyS9*+_kv7dvT|@mr}gAyA+4u?(XjH5ZqmF`uz|0^*-OM zm1JcynK?3N&e?k=AqsNhs7QE700010QbI%t0D!pw0N%+WzK6DiEPVX|efwZ9q3H+! zAY=Y}z5}GBeTFu^b5s%+29%8v96&$7nF+}X0RWYe$j^rG06_Gqq==A;+q;t&Nly!Q6Lvmo2M1ke}Fp zTYohY<5{Bb`DoW+00`f|m5rWxRmn6ut(2~}O_)pxe=nOiPqt!{&9VxKTa1MRAV&EG zmnUABw)3iZSWvxe&ybF|%lD;Ww!`I{WKS`#mN}M_oY`hf&3qfU4R%WmWpu?wg!9q! zDDF}T?R9BO|Ly)t^?fMS0#{{;YV_HSDqa#fgd0Kv@i>rqmM@t@Hxkxf(RQ&#@=o3?bhd|nKME7LEVfR zW7}VA(PI%(?f43agzLn6nql?@v6l;Qro+CyPgoUoY)k)zqK%(NQy`Tfoev62=zq4Z zZ-K8?{<<6R!gm%|=;p$@M>MNbH+;^652giZ7^9N%SLrifc3a-}ZX(WDh;y=m4`hHk z&cbvN_$v@ZtK&NCs27Rmz9ZEV)-!pgZf#0shd(9r~AEmV3^S&yaLPbcIR z{qP30zxk}oE%i5RCJiL{z*I?Mr^{u36MZ%&Ymc=3UI{e-3G%7`NY2G~J7CqsuV~T< z>;+G;fAWx{+wpYGu9nhBI~m8LK6(#V1o$R3VL<`}2sPK@Lgfko=5IWsaL;mE8GS-fJ@r>OHm)In`B_U(|eEjB3^AI1VNm*hmj%p&Cv%zpn zh-K!onqe8=TiDDKOUDBp_3v z`{sk1KP-<@VAJrxdCw&An zEz6|bSQPsO*OplE_zWez!bIQLBFvK%qgSsxKs=TD&^Wt~L9s!Knm#kyrdkQO>Vkb5 zTUHXy#TQ7%@K)_8E8SDf4X4|3kFh5C#sS}L!*&klw~urYkNp@ zI;AQY45;v?aoF!{z=>^+BxGX3UF`dqU{aqN(VWOk`aZqJrisQ?;L2MVxF8fiULO;@ zPKKOgyCmt^G!h4jPQZt4nW@G7qm#;4H3ZQK)E}GP^PwPHMoG3}C3Fo>bFNLZ3$<*> zS4|TiCDjW=cw8jwhM{H8aN6;Z9ZHI}NIx<;(;UU#MuKp!4AfdG5$SX?F@*W5yUeVm z_-LE1OICYN<+7aWoY6;btEe(0*-Te`4RuiwQRmTA!X6{h`j{_ey{(r?jbLcYu=un!Yf#bxduB`m|1IW$IsH5!Fo~o45Dg_>w@8U^}^;16&;^8^U7gN&XD_9rX%))&CZ=+X6GPnc{u$sor_DH z-|; z;)MF7MiF70D$)W{u}7O}SkG-GHmNH*fY;i-u;SNW)I%SK@PVu_&rffPn|SSgFh>cv zJf?CNZwpzg6!zw@Y}Es``RY^_T&5c3RnY>eth{izmh%gxjGajr_Wm9kAXc6GENL1x zyM*35u&C;?4-3Z04bjqptKM%%TW1E>)1R}o#-@34>YnPPT~(Z_S`=ewQbU^NcmPhH zt3IMLhP|{;L1UHO@9@#Ppm>2_bNDtrxb!7Y%~7=f*o;fzyC3T@mWQMzO!QNNt--o6 z+p;3IN~~$CJ58mX=q9!HXXm2Ht32+g+Az0_z@o?Nlbd2q&S6?wRkr+k1Nz_pbWoY( zc-j+{3pk-ne~QapieS>Tc};_`imH;9V0J?DCz+<30AYE>s(s$NOTbIXpzrJFst^;$ zH@_-ODtR&QyB#ps&mvdh}NbyZ4w zMz_gjByTju@2F0UlWmr0wo-3L)COW(&EmC4mPod!@VV?XdmHFvIU|d;Y5)~(Y}Ui@ z!%iU~x-j=aOfo{|`KdEbny@6W^(pT3By-kD1K_HDt4d}9B1c!Yr=+ijxL36qFr>;S zft0@AYES3i=Z|=0XGX>)t2>_=E#OE}rLbq}*WnAd)COynSq+UGpODj1*QZlm>#uUGJNUq*+?E!yUuWEP%)kkl0BEB_j|qFy(H zazowuFyC*78K$%1bsebeTCen9Xjs<8Z(Z=b;G&-J0b zz{Hi;F*7_b95ZUSbu>jQR24~>EF??x3y$8GeOVSlb&H#(acArZeQp6*$Jsx;jBXn0EMG(-|I_t?s*Zb7bd!gSBtZ zr=RnM!=w{_xegj$E!N4{FfGFXv;?a`7frZxSf$cQn;e;qmNN#`Tq(2UZCUDZQc zVJVPG*GK-_Fe5cLqOSCv{KL{r&X*)(j24FraU13P4d z_2CweqY4HWW;j_W&ir+GMx~ttFe^X0;&Y|2(>*E~-h~5`S|#R2v}Yd}rNbXw8QE7N zLeqbp)K}F;P%E)vPEWS$!45^GQr=MS5%!CHDyu2|yODyb*g!fk|CP)`q=n_MrvHO<6aDN+K!vs48^ z6U8XHbAwtEX^ie$`1fyvwK+vBR(m(s7W)<>VdHHJ+9U)g!|;=s#ob7Aa!q;-aXgTXUG~21PU{GM@OK&Iu=JcZ}8|Es%z8Z86XPc((=N z5r~_9Bj*DE$! zg!SY8^q;D3U8h3MNSNGu}faCV$Ls0gqY^0lNVM4f5`_3TgXEZEZ^c;T$6voiW5 z2#HnO+!c(C=6dMBSr%DYq95I&=9PPkW<0UanpCby=Aa5+Kl9Uq)PdZg?(tbIHd)jX zGmEBGqd}Q3-MX$MOL@I>HfF`yn8&)LS^=oeuSyVMnpV0685)TXYl*w})He4*CPco3cJ~96cjG{rI8=|SbL*B3Gtw_i*XxsBtbEi)eTtOEtyrQqe-!1LQN)a~L)K*D z7V_83e$*^kL3k6pRmjFzSao~r*!ZkWGY>3pH_Zfo$mc$+%A{CCx|>cjyCK*_&nEg> zK(y4JS5rJ)I+BO>GRvD6O=B!O2Gv!clD%Yk<}F&fZvAgoSj>E-tGZm=WxtfPQ~9%{ ziT~Z5$X(=<1+a!%M+6f)Ateqb-Q4ywLG>kga;t^+e|RUy4dJyxYBi4UmlC~&eCL=E zVMGpKD42CZ4k%Taj1I>xJ#EcoaE&w(N=v{BsbYbm^<=YUe)%Gdr;l6^9=%g8mic~c zv{>xR__$3ei(=s=o-~_Sl?Sh|9v^H7kLE6uwTaP^&R?hMGwl#o%3^o5(YkL{3XPl$ z_@#yFoC%(cR}ZoA@W^Kzc#9mmhM8KKl6QD2PVq5(U$#c;EF8zwTAJq@u%@dn9e0uX za)7Y|b=`7AE3WFrUHmd&(zZjS43Ns_=`lY1@~zM8Z=O;FzEv|f_GJ!Lq1y|WJ8sx_ zWY~?w{@8Uv!3gR8*1v)|4jSM)KAO2p!xwY)jcFm%$Cg{*2Kshb8!j3m`PDq|G9U}9 zazkQm`?$CS4nqSB(hm~B`<#%t9PY0NXHHYe?DN*mjbqEBciUr+Dj_x8iaiCS5Yut1 zAV;}nIs&^T$?sFgR@0K=W#bN-Chv%2Z~c;LsM2d59AmVc+L%EKNql3k?BRpvddAsl z66&1lsBAw$EgL5fCrrb~)rWhNdyc_NKL`73P*`j(zn;p(GA&@#frEXgiKwJ9ExDYZg7dU~ zdVghrV;b9HOwRkLUNDv-C7mwMq95tnadqnmS6;DGmSCg?xgp^cLriynPv)-R33zU9>NXbOW>TEMIO7I8GPf`x^);jF>sf8?d{@AAl!!;;9;-QCG zq1!S;c)bnBM(B*)45X69=(r42O4xO^;|7gZnW4wk)k;fHSY>z1c(ZI~6s~UiRQyL_ z4^LLzu`T)qBw36B!IMwq%5>0NW`RRTTMGT6fSqqp75_80npV0KpsER@icW*o_*b!R z89|hZ5zVzDv5EAvNCr#3#XJ?|NnnPyBXR7W)hNX3mN>U-;zT+9mM2E2cO9F8@J8G9 zGLbdRnmjB2C12}7#syO>_+!aIl?N=!K$bw48q)h?Y4yt1)?3Ny;K=5U`88fwNy|yQ zc^Yk}>q50myXs-F{|M{}5{)Ae+t1P*UjzU^MS56R1_s*R`g1#fvQX3w3@z*a$8%3; z8D~d|#2g9+@}N-t-?s3|DYB=gO_yo7|8+CxV0#Or`-WADNxD%ac~{+2hn$FJpR|~|MkTnTPRo(+F6jKU1)Gc2@hij9M6v`8RJh*L(}?Y ztU1aET;1sIJA_MPE*ABXii<3FL@K8{M&QX?+575B^P=flPyqm#VEwWM<@`b1JLITi zb+E`!-0m2%_yjP~HcmDB&9q94)W6TkwB_4hH+*U>-o=>5gYA#UQ;DH`PNe zj>ZJ|Ykk69#}9^I^*O*>-umUwm3H$yPnwqru4EfmPd%+>CI%N&Kco zYJ}mlUUcnkK8nCZe?E*|VKg>!?HU%EfCU)&1w)t91m=kBZJxxQSUlX?{$m}!A4B)+ zDSTqmuZr<Fz0$JXWpu2;4x>>W97lKJ%DfHs3(S6a*fUD30M>fT%67%bEguI7JV(c_J+d{4ZE?VP!oP9{8Fh6MS#vp%2T#pU`m(q%0FdQ>-kgC8GD6{}SACNo2mN+l2z9-*X!eK) zXGJBsfHy@?85Mn<+^In&IZ+5xtmu;k2<^wah`c3%ygF4FkC|uhxgSU;+#jVgA|oOC(1BAeU5b z@DDm(Lb~+#@wo(-5@B1;(Gwv%4e=v|y_&TKeX&NgkO$4$bAz}1J*_`vTYSOmL_ZuI z9C{rU+ayC=Fz7gnRg^lt41%@%fR|D`!^tn?@^VG)l;m^BncuSM!6xesFuk>ua7KC_ zKkSGn%j9m-(K2Z8u2rN%&Ky6F|JF*uS23#+E~nx?cK;A_Rcw?amm9fPy^jD8H2G&8 zgJ=vC+c*hHeOm=B-riGcsjpfkbw^T4GZ!q!m_&6hJhq@dssQgMiYKS}RY?}wwQU{! zk%S$MimTyL1yidg4VF?Rg&c2_P#_ZUG6sAre{ABwI4n{fQn?WXzH|5Wn3{L9&W5XK z6#vGnkRZPHp5~c^2sEr#m*ZaVBl0dB@v*hHj=mK3OLo%_Iw8U^oAS)DKaExfQ|q!N9<_dfAg|U8&Ud2}9kx zBu)X>x(4YBg81K+O|Ar2EPjQ)KZqatSwsrZ5*u(f69Ts+I4OlcPKq@5w4iQEN>!AU zv{p74VS8q#VdWgH&IM-~{cVTybq+X3C{RCn>Pa5HJ#F1<1HG#V{{ zKdc9R^FA~OeZ)>4KKVq1DtZNUIjZ!}&s$1~^^Oz&?A=(lLdV8~jmYaY$%Zvx9r z60>aHH2hD*+z&<`p!#2lSZQ?i)Zk8hffAq#65m zB=6+itqO6YXV8B-B&@Ux*jo zN@cq*gL@hKBhuo^luq}wL+zA50R4xw8q7dOW;xLN;rhyAemZfgMW)dITuv@lX~JhF z+Q`Rz9H@Gs$t~g7DCC?XbfWY)xbH%A;m$458DAlMUC`E6>hak$zict=0tWC;KPMK) zbrm(M@%l1Ux<3Id%s;5HBN4TBk_hk#DM$xowJ2wD5)@uh1{=3`G;U3Ds{|u@1!}&g z&3~~7rO?Oy@bM^joKU3|66umYEJHT%7c=hZAqjZXPHJ^5 zD|zlhCxgc3$3m5@q#eW`>O0Nx9h`}!QOjyNZ(+~3Z#0QhLGo?EL>bLlQOE_!g;D4) z?$(F&z5-%42Ik|w(o>6#B=lpAWOl-(*u06%7AYMuST)>S0>K?c5^v;4^hlGCb)7f^ z{i{ww?~UIn`Lk@CBwWmKD%fnO&8I9F%uUqK# zxc##^23(9Z37p4URk^u-!xAXg8x03SX-;}Xm{fddu4BfEgV|VIhe)myyv`GdUZmn# zqNUZn!1<}1nMn(}csKp}h8|C>w!S%TJ35ihlr5{heS6RG>6f?oP!ZcthJE-H`nCnX zK8+*WTPa4?#r&oVIc1t{dW{z$aLmjkj%Xe~zcOA)&jtUnM~1z7$LXjs)R>$zmxeIL zFaAngofxKEHO}A?;E?6A$jvBg6RA!7m}qU8pz5=Kw#FPWmccf2*D$)fKZi_U*PZ{q> zi2#5mxTD0htKABZVJiQ;%7l50;hdwHrwjx(BNDH*_ZaO7w2U)HgDl9SWX&Nyjfp$Y zArkMmN^j6he6y=q0&tsZSZLs$UXHEcQ}vPEuOM3q1Xd zfQie`BCC{bEnFAz5@4yYe z*x%Q_UQ*6J(q#ea1I^Tce$ud){^gkm<*I<2!PdA`B1d8BzTH^rxfkINLUy_-Eo|B! zdXy_h%tm4+oSn-WJ=58EW|dh**2_ zo<9(B-H<;NH+BTC39f{Cor*+%NvKIo05ulHsp>tIj=O8eZLJr^$QFr8dfTF3luXa! zkb;KNM@4*iV(S^26i#l`y)4?$34tmsP94w&%S#@mEv*L%C+jAu6n;dX-qU1${nH7BU## zM1<>Xd)P~qysb;YIvEYwy}9knn14bN2F#k;m$aMgE9#v@T{~m3+V97y9>eO)Gk_*l zGN99h4c5Q3ye~M$FStA-%@1Cyqa)oU91aO>0Vo4qN!0A(r5eKIocS(%`Ne$LW#M0X zu~vl4?f*(V@40PAqgn>`w!AqmUmC6^26ypaR-&59*gm~b?$IYj7|SA{2!v%-=< zk$0Dxd9*MjuHHGHsA~=5>y8xpigyvs_>hKPzavq33MApK5oUY1Z=ayb@6()VPI%xA z(3|Nz!1j1ZsE|OQTOBK!gl0viGHGP&=Ls7;UY_^LQ#tLUr0Emkpn<>!m0A@F<@ zF3}J>mD->=E7 ztFaYYdY&cL$DI;+R91RQp7HnhQ#JchMDc2{K>FP43a>(}fi$CzSqjqAAmr8NcTaNn z9v7`hoWozZWJsxjhdOqV?V-eo+5?ZzWnLEy=1H%ZPvxx%8N;wemXz8{3!LtnYlep7 z8vJ!v{E_)+74m-9mD=Pb1!O7!!p|dM2OlZ$^1HZ(w@5(1!%GYKN!%>oLM_B6Bh&c8 zPQMzVwk9k9p2CG#VrRYZ`M&~M+>_Q^gGGf|DH_G<#CFVscq zKGdUNt=N6UtcTlqX3~I={Hwh?5p~SWby}-qBAj)VtalQ+%qp#QHxgSs=-w&NS;ybK z%@Zd_^m>FOBVdaV-OO#bA?oTd8S6i|o)DW@IWLs+VTe+m-EKBTChfDgJFL-0H=Xxt zmFhnnuiGYzwystr`8w@=<$K;~pZZG$6D?oI{2i_pedHkw8+F;Dw+)kox}BGN?fWCP z2p#H9(+M0G&7nCy#)~^KBa=|bYXp9Jefoc;Wa^}%nOC+-46EtbK0p>2eHK-yOFSlt z1Uy5mM#Kw1(1Z=xTbG8cT{%QhHJWsa_y?0FW3yt)Jah^^9`auQIkUuJ8=q%Axq z+(-N0sC{QWJJb7<;QlXi&B?CNKK19krp;We{axy!uycyxHII;3BjuDK2aJj|&&xzg zYNcR#w?Ex^*yrp0(v@0!9K9PPlNXRwA+QkBT<{H2veFYt&A8gisI1{Y(mo{i*rJMa ze-65is+v=F_r0Cq=BSDcFRm8TRVNA6#%jD2oSZ1YI+P&5$EDW#favwOTXWvCV04uX zWdQ*{**oU$(#}p47&8s&#)_yx0r+9smagy1gS^&+%(_n5xDRC_120FK=L)%y+vphY zZI%juKjF{YXtB=SdTd(t`CGl5Wcyawa_s!BL1`S-VQ!GqxhP#9yTj3F+i3~KCR^r8 zoc8&n>seDGpRnRo#MvR+h}3I)s9$BSWBp$~?H%#1W~69cX`r=_edZ&0N4_#-Hy^UT zAhz`oJOv}jV&E`vN}B4kO`&D*YiW|{!S|BF<38~%Ux4vUKwb5>9*r_in}+%1S}qbg zvgayB)+tW?`?#=(@7rt2B-Ye#Txn5|wd-^3_KHLgg8w`~Vn$_=O4TcOd+sDg!DiL{ zn)i4$q#}-*4`p{07qr$QhCVfabJ#tK@O|Pr@=*pdatM0M>q|+SatyXjp?YH^7Rnzq0oP(802M<9Q2`S1FwBOO6x@@u|xNWo9(d+ zzblnz1^`%*i4Y8~gM4M7TaWbRp8CM6vU(^5mA+62%eb+VhmAy@M6}-}jy@poRFy`n}`Sa0|p5 zbFG&L5o)Dv8D6&p7hf|uUl#)4RY2t{(eEq)8MAS{IXeDJA}FP09{eDQN0m7RnhN-k zK2pXCogFAVd5x;HRb}_B1F8ikZky$YlLlKFFwu1`&&GSS*OW8ATvQOVnY?~l8DNl3Zfzrn4p{&H9_4tR04%wOA|27Xo zdqhe7P)Yq5+yegn3cMDUk4uKN5Jh#UWqKQg*B+VrKH}`UFSERDujtP7 z{_m$dZS)_p;9B|`beG1wXm{0-P zx)@lcI_#*gwRan_4BwR_ErhuU{?jg1vsHK^qMm-*QA~;7)QfZPtYslqiui1aQt96s zEc9!XvC905Yp8EV044PU5HAn>PBO<=N0b$Nup6$$(Dx%B7jltcqi-nFC4akkg{8iDa}e$I^} zFsX)6ZxJv})ii|{83Beef`0$dofr2fFFLGL(Ef>d1n;(PKIr_@Ikfh4XgP8mpUD2s z?~CH(b%9vkos5QhoX-H00M(SbnDr4!ky^6PoAUX`XB<`{YnO-A#?{YSXisUYn<@dTn9QLcJYv z_@6&DF9fzt2bA7~?nafXq1TMf$IN^}1O6WFS7DD921PhT9kakgAq+M z#xbLTbke$E%Or9(R0>9e00o3SgtxA4AA!~NI|{9>h$i{b?M?)GTM?QB5P!tH&&$Lg zM?=T(ckMK#*qVlGf(80mo78uCJ>8zLa&bxaM-rpus1$~@SO1i!jP+=)tYm_TuPo#7 z_xIyrLVh&W93rKD5Mxkd9YU7k>&6g&)za!k84L4*CkdnQIziMM73zo{aH^ zEXoG8t6yeAZccr8A##PgUM-8oqw$~k1DhkU$6bmO%!xR4>tmGZ>R`dGb@&{%GwWQw z4v^md&F5vuVE?=An>2akr=F`SrFj2_qaHBhTq6I_>&ug~hYKGhpuKtivp1;+^cq~_ zMwTb%6FpwWQ$p0$I?@m zZRm&8SU>VYwr64N?536J2_AOYBlF4vs^%b2j)~B9Y->tlELSBc~ob!48({_i@=TmRq1LNTwc;^*ZsaVG_<(e zyj~fSq(Qe6r8~nJU5_B-kqSNhvB2ssfTOLs@jYJ3&fHwWt{aB?H0|#LBgNL=`7S=9 z%mVNyk;v~?r)%=f<=WA~C9FT!HgD?FV^ZVH*UfvLDb;)4dX<9-Q2>C|pS4}un?xGh zSEOs1zD~_>t3lWSirJcUWwTtg8}xHI!!WaXaZxoI=!Dp(y*2Nsw;i#|(7mD5 zI*gnFeyT;J`y_A9uu!R_XUgmhv>1 z)FgumdELIUdyybZHD}P^ECxoJ^m5vbFB9>5X_V7Z0O?!6Cn%QiG-2}1AUyol&=XXA zb_I&kg*{&T{&CLZo1!|Ff|H4%hftpK(NvBjw+r?+hxu?iMo_6c{^{?bep5qz8v?ib zF2&Qf1*@=#;x9uJTGNeepQCx~dM5+guYD4^(=xCxG6~N!^*>?Ty zSr{0o)r8>-i+fd@QZ$!Yq=&sJBb%nCYpFL)5_GL{Inm-Xiyk5^i;FVdv?eP#uLIHQ zmJWc8N$N<~ki^sl6UoY|I)BX}=>U7Y80NIb=@D8YYqJvnCWMOA#=~fDZaz2A0~u_O zglVE}#wQ7Xmkk>*ZjK4*I!m&)z_7YeJPV0-8B=q<1(&8 z5_fDU04V{vaUK^GAFj#0+v@45Yn+qmh5dPMP?79RLIv--y2i9hG-c+Flnm(ymz|Y7}Y->o3z1%wEjvim`w&)qy*(^u^E8R`T|KJys*mg<~f3%Otw!eS` z(3mMy@(81?GBNO~)J>^T&FHCS@5X6EFgR+iz1CVk(lR8r3%sLelZeL71OdVN9AQ7` z>cGVASaQ=yvYrHiq70Da>5V~`snXdk>$^%YdiX|DTZQv#ok5Q*`}nPn4kzjncQ-c1 z+T6*$)+pbPaz~v4RZjv>{S_ z6m459*8SvXx|R^N4&RKhVAj^3RtF}PBk4SvBYm2Anz>rij;yG3pSQ)#YSkS3!sEL7 zYmC^+D1KfU@T7`~$JH9~rOO>Din#OOvjs)=Zq;ZFH(?K?sp(k#T5hZ%sKYRz1I`k0 zaQ`adGt;x1-aP7=Z%E7Z#=^e{Dz~|A;Uwfaw5okU=*Xcs4>Nmnqhd{d1z98|fVeu! z*k%ktDf_JLZ%yjcDYGSrKc&15hCR()Zn6ACf65nqY5JTv+vOZE19W3j(9HdL`ZIvE z*|oyWINQ>D1e~|h)YXu~iH8wG-v`RK5$!m&qCaS1M0NuXF@RJSTYtl!H#r~GB-OyI zA~|sEKcbnf{ZJ_%CrI2udQMTMF~XcZGVg-wv$!&GcvB4SMZ7 zA3nD(0YDdkpQ2$HCr#dbUt0#eRPbK6bSpG5_Mz-ZWs+&OIrtEy1&&{Ei7@UQ&WQv! zGqgm|!OT^Skw%NspN$_iU|Q-VNd+b@-$Pskn(4z7j?<8;)DNan)+t9HjNCIe6B)JzB$>4Ocgzm~*x!f%PSQ;K2IrtEz1B zRV%AAiswxsnuYW}qwc9FR8_I1g1)9j6s4}^*vI=K#lufxv zbn$_yU5@R{^usll<9g0^@n_>$bN-gxi*THfVXD~_EWfot(VSYO>Wb3d^%d--+F%jj zXuPmml}U1MQTQ`7 zRXe1xkE1n%*NLpvLocgV$Jrq>qwTVrtMZA*(dqEd41a>HqxGv}g%|4$j(p~T*ZxX+ z&CibX_karOiyv`LWRqWoO5N&4?Z^Q@41CD|@WnAhw=H$uY==vmiF!1rz6U_iyX8Uj z$2Ed>p_6Q0@XB}}Zs<7vXm4hc;#7h1F2#_4P1Nl3a&zUxa z@!Tu9UVC4m@DadJqV866Q|!aTZO|E;UlDRWV7J_X`sw0hv+LR1g{!*)DnQWg?+7&| zK@wIOPdM=A$|e#EI!_kz#=C62iXmizZRB+Ayp!`oX|5FpD_)Tnf5H#tD_`dUKi9r& zx+`~`jB5!FB%}PB%i(#kBq8Y&+gL}L^}C^Fv%Mvw@c;H-sb}}MEW#DZ$R73m3EJI@ zmw&f_dYG*PoK=1k_`A&SY-Yar zwB}8w+w%Hga>v8v8M^ki85x+M`?NP2=g~V{i1D4cJ)KCv1N8P1nk{`07+tSiUwMNq zZGMq9*s0`dzT0m41MLqWZuw)^qK_`zloF{E9;!9!K`sgl~|t^^3&o_vuT z8&j)Xx1RK|b2}+1#B&o+?@{-RNEb5*m!Ftn{1FgvEcaKBT&Z2ThuyL=IEY6U`*^7~ z3{%E*{s-~|Lwh5c9yqM9ddb%e;Zu0t!TYo>qj6%i8ptx>K%jcV*DfnHnK z-9QMR>emA&?*)Ha5VWL)%wJq^`LYwr#nx{+EzsH~I<|440>^eYuJ1XmQ6b(BEpB5^ z%R?d9=UzlCcVk#mlco;KfU4ylP@? z2$6aZSq$j?!8$(4tKo9IkPTk+@>=WP3#Y?tNt=cs$@HmD>^Y~R1`b*9Em+SASKauWV*`co8Su|b zf*p*q7=W;lQaE$5JEIy1a}*Q?jd5MgAcyAym% zKsipBTUk^CX^RT~-+n)V=Pk;L4y$+VUH2{3Zi$=cF^5MT?5n7S^!`ELnbk4PyCM`g}bS?RPnByDW z-2=4%B3`%=!~$iIxm}6~Y&x~yZPgkk*%mx@2^ep)E=phoeg^HnMUU}J>BguU>4l|G z@x1NDk2MYpQYc3E{#x#0Y;Mtv4UMLv6Va;unb}ztwJw+>t!&+0&E^Pjy!-CVQZ;9f ze&z7I$QNoIz~>O$Ov;b%*Mm6Ve)$Yj`~vJ#yiY({I&b;SdmolIpuIH+p7Ow-%|xjM z-1n%z)Bd@L!*6T!X4Q8RH3*YpQGb&NUv`2xWXsD=D@{j-GHXEhEuK12o^Fj~ONd^A zVgqvsrW|RmHuu{dQpD#k=@V_w>Cn^hfVjm+?Z1Sn6V-~}nC2(E@ zm@l^wbW6(ub4K{EyG?I?3IuPPbmCP+ZPI<827kIm98~$N>JBuBvaF%31+SDyB#)YL0293b;Lc`WyM;Z zqRVL2{kU=YsO$gm^wm*Oci-29fON^Aq?D+Xbax3zE8R$U4;|77h=529UDDk{hjcd# z-Q6(2ydR(MZ@qudS~GWUoO{mR`|LZI?dhZ+V;i>IU@0<_UZiG*g*4cryz%F?BKnr~ zs*F0pDTR*OM~ABqo^9OXNSCy>kI=&rPx+G*9ORQu6Uc=b%LO3JIneava*Xk8eW{Gg z@s#3am0ivN`lz+eWRx>@+AZOHv{0+#>YP9f8s;IxiTcd+=O{qV_LW0oK;5z6CocRn zUcB=D#kp{{qhMVIKI%j3ZdK#o4F{HV$Brxfoj74XH?iW6J`M$?ON&H#k-HO7eir8* zQuNB%R3PsC>(2F4ry;)bN4SL@;fg~C3ceRUsGrVo&HnK`u#0Z#@#2`?Yo=`|J>RU z#%EEtINYzoZ?P)Aq%Ny#{b*KI2lHbqAFOm_Xt(GX4-aa)R*{Ear8>MhwC@a>aTBhT znBR_1(p@7bHEsPe7cOL9VCdbtbkKiideDs9X4R$R-1DvU8o-{N%W!Je1%g&K4pCQl z@+M^SD7~g}cDq9f53tyN;dg|fU(z>2Pt@--1V+ydFt5i)DIf*un%*^Tk`8>B6(4*z zbi;}W$>efY9w+=g1*g00{C&e9)(jV`Hp+g*ncEcb&SUL(82m{ z_F-8_kuncrRDkK?8bBG%iaO7!z~VfV8B6|xj>?bwTI$^{Wl6xvm#oEu9SpD7tKuM1yyVwdUpsU5 zPA(#Fr@sD6koBXf;u6EXW&1AA#-S0N-XrekkmhKlT@p}Kd&m!r<>0Dr3=I!qTJVRt zc+7}==#Iw!{VcaHM>qy`jS;9*4&6Rt0I7;u?jLs*U|?K{sr%e>jHN_}=A(|`$Z8(F zlyOZ*?f?Cpg8jr|Z_ZkBOo@^d8>gcI0$^o$fDAp8DK0)?=xzd!>b0~V7*~*^_`cc?L!c@MvYrorgdBA1uq@3d zc3Gl~6_rq3zGYjGBTp!?!Hw1WnfvCSUTs(2StJ^3S?EiUTOa!4H^*|OdV#XcowAT{#)kqa9h*AO511KGyXOD*)XSc5#gi8>=2DBquyz)qw zScgiT8ep*mjT!K5-?x!mK4_4iWb#|9sjnaAh=GiqFeilXG;lG?Een&3MK;7TjvN=h zc`Wi0N2bdjcm9=JX8lVYmdn?Yx~zo2;jx%&vTve(S_MJzfG{z>d4-9R8UK>6pgXc% z0Opzj{+Ebqc4&a(PPQCy$wTH&O|CTdO6M0`qcEy(R5N6*?+Da|@!$q7Xm%&cd3E>s zyk6Mvx96kHPjU*Go4!`5Y37rzLxub%CiaH5u}J=r_$$-CevH__wK*mRrY$(&SWMt0EdoQ}LHjb0HyL1CdQQxxpM=tU8& zX?IPWN7m)a0}X4^`{-PFHAqP48_BRoL7=h_QdGd%8QYsgq>Rs1^_AeLpVv#=Pa#f9 zv7i7E*rK&bXR0NaMteMj30b++F~^t?4Y{qsxTAqUWY6>z!HQ`}>gtS^9=g}P&uXpB zNe1j2;i21GNJn$8sAx+31x65fKRO4iz&LS*t6*?XJ@vVa`PF2;(2GF)7SlPcCXI+& zE^cynvyWXwSZ~9>Pbk%cKt&G^ffJ{~f!^f1^w|u-c%1XJKwT^r>pXkAEN?q{u9C+> zxF9c8;Noh1Th@F`<-H?Vo{9HkjU8h3!f-3LvXQw0v2K$edwT;XoQQt$;O8)aF#l{kl2t&s7`W$aq{L zl_93BwEDWaz+4-!fjA2J+Zgub!o+eWcgdvM+D$4%`p7SCef+rK;-+_N-lZ|tb3D+V znA_pB&BqlYX4N1utwiYG)xWsgKd$*@>3H+-UDJ`e z2Z1H-iT6$P7dI`+moGEjO_&w$)-Wyx^l7{4kuskh796YFCoJn19`%1+HMt1Ej3qK1 z23`=Cg0)vBbwj{bGzR2HU{<~shC(V=N3`_z zL#vDC=-MVa0bHc^KuMAN^C{$OGK%hRqQX~J%u!W6!NYW+WGS$aOQN?zyD)v#I832 zKM+)n_)v0MOVluxxsD3@rCt!_*Ibp@W)6gjrto&R?PE%T6>nXEG9KhaDd!3+zt7o-uiZDho z66bf$-mO3API{qj%>jVQVo3zIt)upuXyTIgoWOqEA(f)B^!FUd6LFbcZeF<>Iq=Y^ zjy>Jfuo%Pnd*;pnC;MX-F-Vw zBQ{hcv24e_X%WBiyHnrT8LttGs#K2xWx(~FCgpaMr`Yt$e+r}HM@tI4tM9b4H)AabZ?M;6I=0$+QJ^d{A zrRF-foPO-5_mt3$e{0A?^H_DZ6ca2vD)Vt zW0a7q;d8>_B|ov%J?y@@<676?Ww>+9ty;pi+62l{bbQ+uk+SAXt%pTbJKjH!9tM!89`SYsUgSAhZ

    f#u|eZSLKt7_Va_`>@)$2~(W9$@r!Ji@SJz zlOiW|95ANaP4BH#kPD<<`qh%=K3h=q$;7i?Q<@U2-ji;Qc~${CY1C4wp7Sox9`76T zGRj2yD)^!N;(|(j*enM3#TMbmh~!*Bs`EWkWx~R5G9k7vK(*7~`O-cgd3Q-d>dXsf zylS@A!GzR(yE0j5m-)>*7wHNfPht^p(#RGY0&E-5sjUwolmyu7j3&HY&n| zb_u6l%w<>RL-NJ%9}Bw_|J-OzHg|8xVPtlB?(|;~pFHFo%)TS^j{jMuy>D;+nUMFo zZ{KHy`#k2;onnvqW71U?RblO_=4AaE)>^5|?*y+`uhg>lLPfkrqlCRW$|I_#yF5k1 zC%Ptw_9i3-)gxMr@-p%Dx5nuZFp(xd)P1e13YByn?FLR$IKz>;gkLey<+M&sm7P>O&s}T8&)S39+1HiR-v!5U9diK~oB`OJ3J^_zm=0w{L`0yx zjPQy51C2lNqE9&A5Omj$pyf{VR4QL-Y-Xd}%O&v*5w7FN;ShXmA@m!t}Ya2b>< zrz`AdzS~!rUi-}BEUz+-edY=nA@)MSD6rfe1lf3M0tr|8`ED66{qE)-#gXTWbS@j? zEOfAmCaHTErqBErHJ%Cl(i%I09W7iq}$bCgH=8PL!pl#tO4E>6>kZVE3q^XYh^_Pn)28 z*knQJiO>Rb^H#$z&nKZe*lZ%&ioMA|!LsNt#oA8Jd8(T3Y8B`;i|+0MuVId;tZ~+3 z@)=v<9WhPiz+jF9uiNyX<>mIxb{p&;FqtC?=U@KtaGhP#805Gth^X0q1U9I<7a~kF z{~D3}$FU_qJy2;)d~$#EVi(S0>n2zkY}~WG+v}OZ)@6-#6}MtkM5M_e=J+ zy?;z)q8C{r{m&_<{t~q)-p8~4#T&KKP1i7us1Gy@Zf!FRY|5ApM*M*bjr)y3kT$h3 zQmQybl2g^EwI8|Vh-T&4rcWczlb+CfBjmA?rW4#USs`vp%u9^Ks?Qh z{t&h1y!d_PL1aMaR`^e1bUFA{>yuk~jQ&jz+ewj)=m@^%8+*hQY|I<>$XH2&-@GjB z;hVCO{~oLL^(OuU?T)(vCxmO;^U_N6AF6>m*7M?F%j%P_erD(`Z4Jy@Vv`lV5$7?* zy822vcZg9R1wH?JrsHQ?h?wugNOj1yJ`6rN6SXglP}nEG?zA8*3^b2Yu|bYiy5_5s zw3+JZX&QILn6);_8kO){X56^|`5yNV(7e;XnbC@ua(>06*g|CHZfXYn_|Fp~l zN+%2)`0>IvpPa&9U6`@ky)sW9>t9Uu5Eqf+$|dV6)JYZ-ptXUe5o09J_BWQEjQm<~ zyCxCm$wtr@4#_E&bqr87S27@#w@j3cpC!e%I$lkAVr<*@agsJN>7CVhMCHBQBlzj$ zch$0d4fnMR%xDqG^4;Q`r{Imo#N${?9k z%BS#vQVd^5IAF{|w^IJp6@MLO#fZ|s=JhZpe0ak5=c0Gl9x6bbyDzKO7(`vCZ`_Qf z6B|CKEFhcH?}bqBL`<$m%1+%M-?w4}J@GWHD>O?kR{kiz(s44&Od0qr*no)hWLY?x zw8ik|Fyxr}r$5_e|Nh%>_KpADD>KiAy>$P}7))!TKdXxrKF__bbhU)^?cHtn}&L7dAC+XkFXy;$`?S zK=p?NwBe*`dF{WGA?dk_B|Zg9kG(sc5?|JyQTuz8A8(B8&$au53g^?y8mfa|U+n@? zlA4R8+Zm|>s6rmMgyWirZU=eEH*Q4Q%9aX?-DuFf`{dOLu!=YDIQzmF$B0Jun8M#) zr;gs`Nl$w|Nux6`y$oC)Gnlx7c+LOAir0dD=$aI{t^?X#dx<$Qq zcSvrG#SNGk4_-{>b$cclU{Y&GVo(o`0~Cx>ypx}+2Iog(h3}T0z)sP6rsaP(8siUz zTC$^m;j;76Bz{;?U|05)6nE98xXi{$dYf9?yi4HLu zKg@dQ4}?XvS(hZS7bOFL3;Hs#I%&u?)Vfes8oC(`kO*OTPm2!N_dRtYN7tt|gORgs z+jl{Jw|$uRi=qK^LP(|S{c(&EunmDGnId!YF^UGdgYIt&Skyo{*I^lqsgmQnPR!z# zXKWM!08d2Zx3Ts~ILv2XQy8U9t{h(AXCm)sFG+8X>t#R&$1x0#$KihEvCwk|5#j5M zT)Od=ZL}bWH#Bop@y-=~^T#DG?n48L3TLde&#Gte6gK1Wy93jw(Am~Vu>)gd#ELhT zpHXM@N6EV^ojwj~>rxU(AOjWB82j^g=$>U=&VMC5`!BQ9ZMxF9SULWZ{h0H6T&6Cl7xmF4JVUpEW7490P$!5o#h=Z4dS=X;-lc*iHrVwzyx`d?w{hJBPQMdTjO|A<=*8m@d|~Sjd;&Vf_Q-OjV>; z7gi-jM0`Ys=sOj7@C>IAXDk_SU~!pkUWu}rWi^SUbcIW)?4 zy9@RI2zUWZa2z{OkHQQbwcMPWf)eN8XA z#tA2HO^W3x^&87seEOpY@xATXHC(D_`xma0k0M9DHJ*vgRP9CT==Rprt(8mHMQy4< zo=t!3Quod~(skx1j+((X2AC}J@&aK@dQemx+E~H8Ik+vsDz|dyFz6Lue476z$7f^ zN^kD#26L1>J!+cO=4gHSmTGCC#P8+ss#-tGS``pDqe}66dK?8kQWMp2i`S%ZL0%=auNCY% zJN*zP7hXbin#w`_@^>~G3ZO0lVnj?ili5moe#P&8(R;qY?enFJE|~H#Ve2u3!gm{K z%A41OgjNHZ*(#?9_?&Pdsz=?jj=jIv3gZJ44)_%__eg`>!TO(0yH=> zbqYfvNsgt*s+4T5UsH@ih>k5tKeu!K)1|oLKodN#j_)G2VaPkt-6aYZp@E@JPfZp z>K&WNXR++EJSNwUW__KZMbP_YbXlFo>*3ikQ^eE7+(>Z?mFl(5XlmJEPBV2{)cwS+ z*y(s=_FD>j5x_pj4$eDD(+Q=imU25Z99I~F9Wxo^&-m4g|U!fHd2BO3wWh7 zWFxshI}S2R*NQA1!IQ((2qi%YbS6OcSHd0*yL^g%W z4ej&j*n*Tndn)5pM8cc+qFB-RT)cmc=40&P!Tn?fU^%oTGJP;4-P%75K>p$^F*Fym zrmrONA6BE#t~+wnnnx-WzLU&fb^Ei`m%G)Ae@-<4G%FKu(Fb-fheW4g)PqM*lku(H zW#}yQz564%0o=M3Qt!fqktgG^Ww&&D(4xQeWKYI}e|!&=T}h*wuA)!&H+waz=JR>x z!#)XbV!J2cA*@V(hLJ$<`#oBDa}BS))nDT87U9GrNZ1Pt5&Yq-|B2C;mseJT@>N zY;0H1x-8$Q^<%)Y@>crB!i8TfRZ4!e{MgQo=W=mP01N?;l3rBbBVy;}S`KMhVwYn| zuZczHQi~)503ssOR4YDt;EBWS&gq?Hp26#Hj@&P9X(#4S%q{n(9Wo69(Ll}oj*KGD z$;Lj}VrWwJBxY0>>JCC>8SIu^OuJ_#*W)r!v)=!2Y$C>s;PJRv%(G;krsmY;HS}D_Rnkv3-TDh z(H!IVl}tm^G5SZYriZ+EwH8rIXecEtda?YS&*Pfj6LqkN{5g8%Ub>2BARlWtip5!P zXSARc9z-(hc0F&-$&JPyT#9<{_*)7us()Om0i`|YCle~gLE1&tjViBz{8(q@sCI8U z&%eU%m?3GIA9hhn?Q=YiR|*0h`QSE4Y-@nE0t#++Hoi_?!@v1{izyGWv%l}_4YAdchN8|hjYKC0?o{buINBnYy(9+tL7%k^_{*uvXT4^ z)qP$vDyX|ZUmLRQbSP4G8e9E62`g}~^G;F!ibEa|d$T{0db8Go_Umb#gZ(1?WT*5h zz0>OpP5OPv3G^G*+4`4p+5g&{@-rSN!6vX?g^FqN@!^;-sm1O27S*4Gk}@h4V`GVN>d> zsR+WO&MvE}6F)&64zjI3QSiiY(HyiEKg3&Pwjl6XE{-C35vo|929Qrxa&U6zFjK-Q zZ4^HQ6(^7S@=CVGTqRm`kdtQ)yD@}vTVHn)iyN!i+Kyo>My8Hz7y-Owj+3&;wVDQ!wWjhw(2X1zzLudQa$-&E-A)YzZ`6ZPBNgGj+O)mdvc z@~w^L93L!i(nyosz1k>F(`KuK=oak#M##kYZp^yeI?ysF@AVu0LegvXa&%DH(q8qe z3jYTHg%tSu&VrOAMuhYFZ1I9N*|$yGr&`PWOw{Ybd-^^o9BRCIL=z>_wFuD2rrDvAi62iVNtE0pC-HilwQ_p;F}(D&rzu^08u$H^>9FU85{ zNP(Cox}eQ3vA~qc(dylik+S#?H1{Iyj4-*XQ5&mvj z$pKKsB2eJ#wk7`fH5AhT)pL{$PbK*A}`NfEHp_$ zr?XH`P8LI|+kOkG2fvkp5tQWFHh>x!&^^>{?{jl+1!^CG&t?ha)9mxZZ%W^z;$S;! z+BPR*@d~p{h1t!0jJs*Hu+@@FJ?V=T62Do|OdFBl%+vv~>1;(v_FW`MGy`3!qB?8^vF{f1UDc-W-Or&xNgD(h4=8YVhbeVO+j&&JK`T7EFSTzku{E<1gV zc!rEGfPdhwHt6-_w`d5{cBckfl(O}5Ne>pO+E_(Wa5SHw*~er`Sj^rh_a}Q(6nR!9<~f(YNWBEGHR0k>-f^iaY+7Jo^kVu@0Xc)Vc$nCq6>hT2RjKG&>8BBR*RSu=3|MtZqL)_9jeX~zZw`Uz*Nw4AmSh}) z92`Fx#@y$~$|Hw1HdB6^AuVo<`gydu7w?gTUabmZ3Y>kP@;h43xlqJy>jT+9<|KUQ z)A^5@x=@xvmKC+0FaD+c9udL;?~wfqu{4m*nL3+qOOGi2JQvPcH)*|P+CNt)3V2FZ z`F){v%&3fy{?(h|t8=RMwS(mhz)gUsi{ezVI*u`{&#^tU}a|Mhco!eDA$KS^pPGsz-Yt)+DNftK07;`^91`*F03> ztD!R<;hs+BU`UATn$PJ|QEgSBN#)(ocB;+DJM((lxtfjco9!rR%T(uGyvE{?GG?H; zfFFJ2Z}aHxF4qL!!;6;apEd2wh2d>B4-nONk6g$Vg+Ju3;4nze(l0>WVjuK_Z4?dm zG(KWz-(*sa$zK%V?kem#2;aP`hrPR>G5nO?+gsZap0B#D#~(zf(%OPA*c^5UR=gnl zG#@#9w|05Q+1&QszJ%3x1;T`6`*%k?l`oA!w~zOaP*p>Qqrif56iRG1*_B{D^mr!a zMCVGM_cvcj2;^c=*VzVTCxS^tXe^<2shM8$8C{bOPYITubAtp&oxfA#L0G~8E2h-q(swa--sV@%2ZdM%zA(D`9*a}@HGMw!XJ z?OV$;;9Aypa;PIuphe%2~_xD;?7_-%r z)l>II!W-lx79$CQt8ru_*RYV)|6JIr8zZD9VXtLpG=ITAC^h@k8kp!-OzAhZ_f-phd! z@}{&~^tF8`Vik`RQ}8^{ts4vA>~>~x)Ec2P>(me2Ud2ACB9~d=kwzGyvN7T#qS9i_*x4ARp(WQ9x8#&<3k=Qu0`*gHz7$S~*Ij#ABb z&bCKgw%~9FR7}Gg4B+*x_G%9N6JMaj`Tbr-_O6+W>b%Kw^2V*7%=7%6fYXMX>#@H- zHH-IT?bKTe8bC`n<*vi>DK*Y7kE>~oVm}0DS`g zyuQN;_Kn~wRn-r&sS?%=}{&wr~Q$#jLZTLUXdUD8XKax0U^@N@acNi z$88OQl42Z9A$jRdIUCaAOf&HtewAOg5L<&e-*EjbFgb*}fhJ48YDok)jiL^V1GxARw;p6z%+TkzSpC51{fV^P$)~!70X}qt< zK#Sm1Oa@6y2BF{~ZC*!rQ-ziW7m>o4G?|;;&WC@45yY+zj)#FwiUp!vj^jImAW4N3_5}0@pNtwS@<;o|-g_a;qwIt6&`LX{3Ne?gu|n_A z%sQ5==>M|2p{YI78CdZ}h>@21`zhLUTZ}@!kOVO9YPQ{z1cK;VTEoQ+1${X@hJ_g3 zeBtNF4e_DT5nGXki0;G)DYZ2n-N7CN=t6y2UP zL5+g#Ihe=1ZGpo6M;ZdzBAE%5K^>zgd z2q|-;F1mvbWUikQ`D4)}VDIT3nCzZC_{p@1-@kfX z$5=CfB_)Zt!W>Br@Fd}ZjdKlGa$kj+^KSFN%I#7+e+it*Q;DT zu`PoA-n3D>)jy2+K4+tE&Qp>^jdjaGh5d$TH3%@f!T5=1}&Nx@sDZt1w?^=Zcpp7bC|T43sGne;LaWyNsC1# zr@Q28jLe(UhbfHeNd*y+(a3RH=bO~NdLt_-Ad6#!01HB_X*9`isXSOlS_`u)~J<*#o~(_k7nA57VN*X{Ph zF4+9$UHCV;?9ap`Xf+_vDQTT}w|e8p80R>hb(Rx~Mn8$+H-O2^et=-}lf}OCUi_yE zkJ-G?!(FczIF|#8nJ()1Hl*ZKYgbDL4!JrqUbuRMLMgw`uZ$$;iKko%Q9x9nAm)5e zqmnfq4|}CD+t@dSJOVhniyOWCMz>9$BZxVs5I9C5wT+3KxE_P74pkq7pF)0TdB%@-3q!@?M$!HP8eU#GPDZD{-Gx#NnRZ{pR|J zH4U85oo;C1pg8GdmcDbhG$r}0U7};=$h;}o*1J+xu>9KfE7`Hp0O}Vf49(-6j^hu+ zy@f5#hN_R19E$R0fO@w(H78|fOYiE!_e?xRgKs` z&!S!JhRK7tsWGXxf|B!}p-1OF-wkPzG@kTu#c8t8mEz-?t5=bVl%G3 z`j_)6cR|msd9u47v?S;!v zm+0gO_P;T3tgKpS`|%4$-@xU$0unRx>O6NY<+z>~+VxtPsE{R(tn%(nAo&aN+mf~E z0|~H6B=+VQyaV9e;*H!QnfyK;AP$NHrtmrz)0I#lAyPVtyyLiL6t;k+i$U7y6zaOx_O+Bt~n!VlTExOuFde)SJQl?YQ0(JRV%F# zXxRijo?2}lYI3vVq%SSv0N1S`8_UmzfTb1==~t?OLhW8Z3)OP@Q=0Q`8HU67pQ7YU z(R;|nQC_UqK)ofpKJYEn$VMpkPm2C2t7|%j?wX)>J7+D{@D}RMbfQcvoKm~`{hQLj zre_>GS$o#SY(XMw z*~;|Ssu%%=K$j*LlI}KI#CN*NTtWZsV#8o=Dz2eha^mOwR;vdU8{9yD#1{&jXDzD7 zouTyAETw(a4W8Pe0!YAFLb4<<`~7NCKckb-)^!LBq_SEY;$0O8-X&QSfMc7SMGeq! zg2nD!5dICuWO)_LLU4!=Bh&z+GXMkT`Z#v?+fSD?|pv9G5(_>mtM|uM|W5j2-rFDvCbr$&7imO3G3D?m( zqYJbS>;2@L^WX5J8jHf72gn%tp9(uDG7ESRiNJ*Y!wcs!Ybnyt_Moys9n(^-0is`W zy@RgRF#v8K_?95wjbV(v;M5`ARpqDYmjaDJp_MratRR}Uxe-!k3g*=d5O_mrL*6r^ zg?<0EN+}vrz?%-}8Ng)I=Ey%LylUfqiI7X(4!Mr<_qw6vIxRS1L?Y|JT2%BHy}1-q ziBfDY*RGB%dwIY7aAS=j-t?i$u=Z3;Vf+!S%`J7KTb9#>EdQj2fQ%~u`hRX-%=_8I;-?41bU&TE*+$x6R*!2EURv7EN)>lBSfb- z0Ck1LmHe;jC^muN4G!mIup^qELmLS2hYs-gdgV~tFKe8rY zcG`{U*#%fEN&neRz`L5CPVQZ@(7qfF`{Z7f{BI;R0Tvd1d<=OA19CP4bPy%eHku~{ z>~)jw3IsXK0P_x18i06>t<#&(FTeS$w(G-o-BBXuy%wk41{h5^_gxVv`HvfAGM>EI zS2?voMhXBqiJMz9-ud-b_Up2b=6eaJK3+0fK8=|^6RRF$pN5fXZ3!+jgk1F9rM38- z^*}MOv1N1aF6)B=(}Uf-U(il{lY7oSV?}7CM*tXAAnEj|#YhkXA z^gp$DF0ukg!u_>T{yVnp%K2rV;!YW(H0IvuT}>Dvi-O^l&uH*u9m# zpW%VXK&QNqr9`Kk(6_ESSYgO`pf@vaRe(b1-y!5VmD-QA`;+HhaQ9xZKSkvg4h{Z7 z$4Z9$!cAc=rdhfJ2J_7Pj_+cWurP*EmJ#x3oFyLRMV=i=UZ(VC+59+hrgzx)l|x}k z1w~yQ<$!tLLN}YCXOGgAGdT9nT2eW5V6A%}drb#*p>xQpZUiGp#HFDTbibLI$&&PZ zp+UoP4X;>G%d!UT2{LJI|GpfM?dTI=WVjs^%AUu=pq@s8Zpi=b6&c8qYfrA1S+1>x zCgt}zO%0k+;<{=Z6K;4v3=C%b}NC}gx1D%)i>Ac7RBV6-AMKy|M^r#Qz+x&j>P}|%=Vqe!fC2i z<~=gost#~oqMZ2oawb1ktxQBHj9+Y8Zq%za&dOu%NM5Hdgc(_NI0v^x-g40Q8AuyBY$O?2ua-(EhX zMjFWX?@*Y}e9fSuU|LeIxqxY9N38g)J-zC}L4z|EWtM1wXz6GHv>x(qWxptQl;D527634`b4 zlpVkmft8yigDXDiLMLr)ONPdX9BkgIuv-v9n3=m*g^aXI1!z8X6=53q2l4mo7Sx8O370Wt&!J)(GJ!2N}k4gD;Yj$7=D zUTR^NAX4MfpN3PrA7R=1=YNH4<1SRaRS#RDU`yYs=jh{6d zRt)4&&ayB(zgxK7$KR=)_B{CVxL(_~C>w>#vf|HIuxvhML2mr!G!+vCy*u>$%i`gH z571c<9LJ2|#{x_{vg1@rTGC5Rwxr=Q$5`U?Pl&O^ng`SzeY-r7$7#0r2XIPTU;L5L z8nMk${%{H!H0E>RzT=aj@$PRH*w_iTItW`L!7^QR8bgMBq6BI?*WpZAa>&m3Ow!Hd ze#gr3d4Cq|3H&Ur3OZW-13%(&Y`2)_shQ*=$b1SGYc9f75$}ccpa!G>-@xaINd?mi z<_V&tm|)Ya8S3afNa?vk;uiz$-6GxJsb1mc2!v^Z;5qoPzt+=(_HhDtDKhAzaJ?$* zJ_^&77l@R$A|~NSj+WB1_g{iuZ!&ewo=n10TujqB-Cw9x8r0hUbHu4xYcv>r?p4<$ zdV9iu6x2hh$=yUAcP#t)JkUw%F~NHA!1^Zn?QJ4})`p#Z-9JD2QAWV~<(Zwz7@pgZIwujATBzOPY1Bdj)0wq$ZBy#rP?2PEB?(;l}hdqCNiKxmh z^A}~$mc341G1$A%587F>OvJE(`Dml&hlVsu30%kbp9v#S#1AwX5(+ghc(e~_gJxeyy+S9<7Kw5GhZ=G8tgAQDnkPfajJ(V~&p zd&iP!fl09|U2!((B0n^Cz-WOZbm8;98nP-8ku1%Hb_|(l5k2+6d5uqvw zr_{7`+$WX&^NmFa7Bt=vzFd;< z!kruol4vy8^*$Q7*)ZN%68^V-`bd588N{@uD^0q8ui|5~3MES_?W!|RV2+I`{}u9u zyw1Mq#;6K#Q!Yfc?7M<(3w#k z%92KyVJtIc-$s^j?G#y~q);aNj4cz>7-Jc~;rIO`zMsF~eBST(Iq&m0=e(aU$}>sp z(#Fh}&&qbhq}|<=$rrY)?Ru=Fo>g%XHe_QdLn9MUqiT+Dt*9p%55J`<%BjBVOQNCw z$|~S=`rfkW?e;vacRix_Zml!ks%p1WzREPJ?(gMk@WCg6{EwS|UMT)Sk*IeuYcaEr zyHhR)3QwCPt9-ps=lVu1C?oaY9n9gNsK6vKKwSBNMeKv_?Sm_S%c{Dc0FU>GISMh7 zaMwVFP(6gGqQ}Y6ivCoeQAe+ly>utme`e6*qst0U9>WMcauXXuD@X`7A*1oY7|y&O z`m0lY%Lz^I&3rmyIH@T@R8`ATRm-XlBa){9B|>5>yK`0R_zKb=0dsr_a(Z%<8cI=c z{Ih;d`dhK?(2OJgmO^+itjXSCy8Zwpvlc zNyau(+PK05vD;D_mBb9>Z05?$h5ntk&P}7_C~Hp1Obd5I!>XuYIqCXWwG@%f{7ciL z6xeK*n#xA0dP~PK<=e6McqZ`%P>7z54vR@^s7dTag$Nmulgu@N%U96StV7-?^+qMWBE{_ z-I6EDAI+~N$i$A?NWn9i-Q9K-S8S#3#C-=kP4uVvv7Kc1nFwuD3-Jxmb<|#qh&f`y z9_ATLoRYd;reCGU(pjfUzK^uopdZe}j9UrA z#VDoJ@E%_KFA0_T=>z4&(yWKGt~D9;QzrpaGLHDgX6Z4z3{!n}S45hV8g@1<)G)c> zU0Vc_aZS2PJMnR9)<%k`73DLM`yw?&)N@Gsu48Mf3X#J25woNIYc?(3-g4op7e z@pJzI^dJB>ZRMk5gBlW|gqw!s6ErG9vXob|rF>22f+)_1+&%FIdLxqpPBRGIYx3;G z$a%`+UaL){ofs&~8OXaCsi~1(bNfZfct56l!&U^cB^d%&I-B+MLwyX!IHY+BvenK&T8iG zm6wNbV($LGJswdE=y^|am`^>F2W9(We87oKLz!Y}b_N4Ge6>2;URrB_{S_r_Cz<}+ ze_X{K+hZxpB*sAdy$k5ZdNT2~V`K&ZA47Vh&c+!ANYDTHW60PUBm+*6okg;?Q}ioWZI`nds{gk<@3iAb8Z*Z3NBrOS~^TZ zVeBXHnSRfkDotIh=}^2<6)qcLKd{&NiX1(Syh6%ICyJ3JsiqypFZQ;$xJ7Pj# zwwRP0CVQrBi>3!vzJcuhywAESuM}oJF{?0B*^oMl*Z9IeUlF~WSXrAWfMrZ?6~EWY|H?}afDB8QhLg7hkyA@U8RZhWgr4a)138~`}lOkcM?}{ zzkm~S0tEkHn+2emn|x?{4w3y9T+L(+*K8p5V#%uwzdp%d&yBpVbHzmHRjAS2#Qagp z!6+Od2-2MnWTO$)p6?ld{`e$We^E4H#tzmpWoOdqCW1ET;UyM}Y2b2F;>^qmr&y?* zQ;Z_sB!rd9vAc3S$XJApP@q9}gCE@WxblcD4m^oKiDhg)XYDVIh&l(gFfJ9OLkiXz zQy6GGiZ5o~M33WQ*;QJ`C-v7#Ed>^I0bxivbg#5Q#als7L&ZxuC;-O@En2dMkp_xg z6wV^7vd%|~{Sbs#dirjyR9N)p+h7kuChOR29k}jpd%V_h4CMImsn)x5HVHX&Prm<> zl#uqUpqh@;B!ANg7|AqRi|XlvdzLWJY`w|Oyq67rxw>rGy6q7(o*wmjef$VS*mRO~ z259(u`XU6!B~(q5$MUqzP^CIL+SME6Jp1oWIfi}ns>I#%`$czdT3;Gfa{((Bd($%P zzfm6#^ZT4gIB}$&QX*rrzOJ1|^%?j#2D=FDw51BNXH0`S05tKM54N*=W=Yv9SCl6x z=XDG;uikkB-)oTP+gU+*CKR9UV%h91l}NpuW-TLA8=odI<6KijJ1%}U{}{Y*J>^;W z_t+3VIY6F$sm9vBWKKg>wK_sk{O=+H4~m;aeC5Zu|@SOOR@1RGoU?$l`Hu;DNz;PYtK zd@6VJ)67d_Q%P+YO*hIem62cHO4~-U^tTQ{VTHD150ZD6s3-&chOXK>d+ zreSS8&OK=mw&9Jo&bKSq(PP#1(-{q@_TK~;v{#-5UxbM zwld!0M7ECO{#-ePwiIA}DzXaD;P@f?C$3q4+F#%B%`^$zl?oS;?UhyiYe`a`I&1-X z!Z^fLGPMLW$koI9=pBccSPrkB}VTo$Rj1KYh27wD)n#5&99&U0RuQP{&o?s~6 z24ALaQaVv6Qu9}Yv#kf|uEO}EFD2z3bGx70e3Ro|Y4t_4rk#x$1zJ~&r^{|&tbn%Y znq6YF>%|Au-qBy)f}0#+7f;;(1_p|2RVy){7RNv=O~(uIAkm+<=dwk&+{+l3g1y?l zX{95Yd0UqL)=eki)!mJ3#fp`!cttToq94{=MmP^T4`d^;4RIF=%Y2pmr zFU>obpQI5XfY%)MI9MCpl!IF4T%#cMEV9{#4xG@kOj?As5&m!;*O${v!YV_UW{ts@umhu1q literal 37241 zcmdpdWl&sA(C%V^K=1&;2^u`X-JRg>F2UUv2@b*C-QC^YEx0?2+v56d-tSi3zxVe& zRa;wUX6Kw~o9=$PH&k9$92pT05dZ)nOG=0+0szog005K>!UxDm=+buw$k#_Z2@OX8 z015No2MUmy{sl4!<)|nw1gM-OID*{3nhDAX0su8pNG}F(06+|iq==xh8`N0`QaXW} z7wDOPp1IaIs$9V@Mg-6xuw;di8#8gjFj)$xk-isX{@F~}&d=-vbW7HHhxy)Gn$Gaf zFHYCpKpDCb_ER(WC1$270Yes2JO7WSnmwmM`g!O9bS^&&MP00yDb0-~8}m~t9jD&s zIM<6x%Qi30Hy3SGWD}ZF2apoqJ^IlyTW)M-Y=-+I4!h zVZGk>MPXt3UTxbkSg2`}%ZrtlNt{uhq{-y{*$i(=XFMf6W|L!!P=P57cT+|*0Exf{ z(oS8|wAX9-XKC(de#p}Fd!cd8D`|a6Y&?4DGp>8Q(ep%V8Lt4Vs1VnZ2ZtnIfvx9) zD!iWsU+TeUl;f{mXyA5@SiwB6o}W`rv&x;5R9HR(bV#vOCA5sJA@xT>CX0CnLSa6l!Ph+v8Vy2A{FiZqam4O-ot;aMcgw zhS~1XT%bYgaAQ_c`kPm<0CN->w5z;Yee}vzJYuY3(+xkY+d04wXg*2akWX|@TS zCCC{z+0vpfGaf#~9mCnInp~lupyAY^P`l3X>@tIc5pH17t^h14VxsNK!Cps;giq8o z@?<8K!xyW|_bIyAluV}SzpWI7i?j|E(YvOHFY*@u3H)>I7T@rvaAIIxbRbdqXWz_j zU1n$iOE6`q8#h|zxs8m5AxW9l^o3Rs{Y%_j9tYz~!SG8Vi&HCH$ipPFIcSwS-E4!- zH`RUv`LO2@{ghV@@cUqz9G#fqZR_kIf7Fuce-|@=0jVJdM4jWbWjnU!%8Afce^kJh%@BQDsvoh_%uy zK>w=ME3w+M6fZfh=SCB*LO$Gv3oGR3Z6=4og%%pNUn_1fMY3_9E7RhRnKvb{Cz)>J zRI-dJ#?>{%GsK$Y6yy&E6uay}UqnxeO?WmJX#2)cliH|8=aM?GRroEByZOKer5(0f zfhEAVh@pAm!iDESZKOZX6+>(9)-C+_IlW$rO0OJK*H*kB%j3i`rE86C0uAc!av*gk*RviltxXjtCrWtT` zJTk0kH7>WO-Ez3hx+Jx0gj-xS0Bxig-u4klZ}~mm?Rpfv_mruV(9gC zmW`^B(5gS1Y!M|U3U*9!J?nh~OR91lbV@v0E7lZPoD}vx(hZMZzEK%9W|i-H4jGPS z=Ws;_+Oz(m@yTq}o^1c2!S!{OTt!b$`oNLW;Z4$liRoorS|K>P0CQs`xizKSpvxso z(rhEY{NOZ?I z^hGEDyk!FPF5||me7qPeSd08{*1($hz+zHfd_RSty!ZUk@+SQSNu`LTFxyV5jFXY) zz2IsuYWu^UW}LXTh>7In@N%O#ljYmQoyvmn5J9s|mo92oZt#6Non16dmMsOkk21E% zdTiZA0aKQ7s8`F6Zt3|6^L(4gQJM=!TyIXsl#_(;a%R(GbLz^-bd!d3+dme?vow== zrs#})q27_B)xZBlP!X0?!QsZGER-+;CoF8fsBtWgh#i+on%Kb&mD9cHESGn%zBZ0G zBALGCFHe;#ZSKbGD&J~>w?Y*1LMcy z>>`2fP4-fr9I?D%{e^L4m{}B?zsgPXIF){QC5yg*FOgiOvdCgXawHl2rOILR(eiLk zt>NMug8MX&@$OejvvgvC+Cl3wjAGOE)IRl5p&LJz+i$g_S08F8gCdtzjXI}Bzr?7T zYTX-fs!h~P_}k=+ztOQ}JP8#5rGtPvipnkHkB*hO?GZ10r@YPbChJSVUIRUmOlTsB z!YbvqqT;Q+9;{im70!5dUi74I0gph*h08Vj7q>328 z`V}ATimBQ{gR(@-7#YUUgb+qMqgKV!z?HT(NEb!Jtlj&*NAbjq#M1LhwWcdyiD<*M zH3-5c@md*DU2ME&DvLFn9^ELWlert{imM0KtSYOj5D+*szTu-=Q)j6+5l2_3scEF{ z_h&1hGMZumUdBT-1Z3Grs!lVbt#5M214V0G1nJAy7nv-74@nN zQtt)NQg5~~fp~^t8vKgd54$l|Ss_ilm#iIe>6XpP=i2Gu>T{J}kfm;ux8<&YLndQF z$gZA!3QACnt)b^{pJi2QylWG0+t4+hr7I2~f}C{79fbdz51y7*#0=4Ha)Mco`MKaS6%_|*zbuJH<$IfhFWxbhb zbdOOo=zs%pQIs?q(J5>3f%s$;5{8dOF0Cq@$&oIKn6Vbp%5PRHtG!tFr-+5wu9meA z-0r+9=b9~BLXwa>3>X=UbwUQFF78c#q zzn`d`a7FVo9t#>r^a?L5P1`rt&56Jy zwlQ}mYRd#$7loKv9L1Ei37Ry@u{zKj-8Cs6X>0jf@qD(c*me9T^c;5U&Ogp31-1QF zb;`nzO3E;kopB}$zluU^S9rB@e%__390!^Qhv=E_wVPnMtEJizsoa`F>0eo>ClS+0 zQ}CT)bn}NxA__5|sbys#2YgEZKC3BIzWhA~vvx|WhKYa(EWx^({M`T-Y{rWk^0R?9 z^*Um{RR>?4Wma~Rn3}obcxAwjt~Tqi^YNv&18t{5bWX7fGR)q;YG};gF-pWdAy1eL z3ahyPXo1{V*`x@no{BUnji7TTK0~OmI{5|TjF$IN@nEV?8UDb16vRxUW%hEC==%8( z-69lo%8%!1OGmZ90bUhjU?P$>gK1VX za0RN4p55s$t8STQKn&Jpm=5;yU3rSjDbz1rN=dL;$9+JDjeTbcH8ZcIzcl?Ij8?Go zJkER29P31Bm6b2P_08j=prWZq_%T%;-*d4uGM-jb#%B%<#PbyL`Mc)|wU?$pf??7& zKA#Jni{L1)V18iz|(}gr3OV6;Ud9U(^LwyfsRc)d+uRHPqLC#I`4Jazdwh*b(-bj zC1%LwEm@}K-^JAH;ngd)f;PiH$gubJW<;nG=)KA(TyQppaM^4_v*2EdPz08y&GR&Or6$qTd)gG@?93zQ<-=BPWXA{S zmG-l;58jt5E_cD{C4I4$qPnce8DhTCbb|~0ZFpye2eamRPVye04OWx^*~ru%R)L-XE+I(&SQqHTq7+<2h?bR)04gjfvD6 za(XrWR{c{DzWIWKSoFMFgw{+BnCRDthyDm>cJ_t0^P2nRncMY{DstRjrXa)%}!r=7xalz z2xDHMrWH~dc92g|;tICl9jpJ2PGA?u^ouc@EbKa$&-0KDkj-k7s?^XK z*cd6G{58XA7dYJMgK}@k7-oNFJ?v&!={5S2@)gkfJ2Au!OxENt`bfc|V-RPGq&(OO zOWTp&lCFV>hmN%VZI28!sv!r6-}-=_|+Ga9-ES?MV~Zt>81zjM=@*%0+3lbjhND~XApgl3HXiP z(i!TA_~V;Fzl*d70~zYESAr*V&20`AE%3Q+rZCT8!gB6eS<0DC%B6B9fMplMRi@Z@X*M+_QWD5>MT>bdM<7$vm{U z)Tc}}hLo)vH>{?ZHQmnGVzJ(1Bm>J2w7<}^y(e zRIA)7#`j!woIW9^+mB`aK~*SPB@I&FTeE_zm_o+%cbFPf6{O%TT zb31EXxms2(e*`HtzGz=S60cIIB5f6Gv(bjVxml~gTk(??)5*I;= z_0VKHXYARcHBd;^{BU@XsQkP^kH$5^L@+(^b7(EM=!;MaaCJkj1YPv-$JXr5IVOqu!ME^d6F{JlRg;J=h z$0MI~(Wt)n3GFHy7!3h7O!?1Ywz8SK3ZUl+cI7Kj>6I!eaD#lhtqeHLiJ*Uhy;QLS zN}VRD*25hgyyvip{hZIctb~U+i$2f$F28>@cVF@rdHauQ-yO2PeZd1DU#?fM~d}yDL{dT{Tj3#u;{9+7}%4IBV;_+*VPq;X$#CI{E z+csuI#{XJNH=bUO2`+paG(in>!*xNIRE!wDbR<XKm=7D+UJ47R?jL;nxLcKW!$C5=o{_GJ?a0GR(5T}zF|?Q0sX&7 zcRjYo7qXaquIO#3KFR+(W>kJN+-TFh&H`Ee@6wF=6fB_=J1?Fo#kpGW5dcVq&7J)> zp`xFgOpr^``>Ainkm=Yl7Sa2hZRalvV(#)10s}!zp~-gq|9ON-G3j8li6Gk#R|wAD z+>L<>Sv?nuX|y)s9$f$xUhwb!|NY`Z7W(;byNHiC@#7T*KLj^ak7kp}Ii+G_|03-*JTI!sev9fpjFy;@E8nK%apkNQK* z4DC8CGaww`cdKs*JOJ<=t(;DNlx$^RIz|zXdq7AF!GwDeQ+BQ2Qql~`1gJ*olBuVD zUb)*TgtU6a2X-`Z8rafjl0a-IRvnIJck*<*w+I3NvOkdQK$vzzPq#L5e4)w1hA+esuQ`pa<|4}7$6;vb!|{%v*_9w z#x>ox3Y+$sxUXg@7=3R-a+9Cwg^^kq@Z0ype{{;&eH+|b)x3Ql*q2ogu5hEuDx5E~ zf(h)ew?t-i@Ckj&(+X?N&r$fgV4c9iMA`rJ1LI@Es%o)n@L8F2)__h^BB7yw{6uixGw z5Q92*?StHqRFMJ&^$^eBTsJLpCsIxuiZKfp)d}^xeD!g6Z`BDN&i1wz?A;JI)Saf_ zHEnI}D{W;P#oUbkK^+Um5`8Wvu?hhscZ%!%Yx`Ib_B;zF#!28s&UE5Jt*y52jt3_6 z4@O>2ei5f;EiaHi@Q)bpywc7y!60+a!GYL(iq-U3sI0rL-(IOjaxo@u?mXQf6hIy~ z#0>!WBJZ~+78-xEk5Vw8bQ+lpo7Z5`R!J@j!{5iZZD857J80;sxKyN7E9biI&yu&p zJ9#@$E*S~O%|C@`(pVTqA7_CoRd4%Kp-BHL1W~)Vza3ud`}kJ(KR6#mi3~7oJvJ~&l})Oge8>&Vxj0i={VDxx44wfe{%REzGjW@WWQvEf(Xn zw9yrdz1*-Wt}gh{p^2T;eCd$i&&S#S5+8@1@VQT#8w9%drj`bL`VJ{U0H%kkY5nC` z(8)Psskys26#u-EEd-Jc9uw`Bo)IJpbskl2O|?ZE&)bYWIqB(Ud-dY{YM3xr&kn{% zXZsolwE9ub^_eYy7!r93Yz~7um7V7(+Qm3+`Lt2@)VNmHB}#j zjQxzy^}fRaykz~URN!-Uu^9#Vse1-i!@hXtyV-Ros1l3w8hie_kENZmuK8ZB7Pk90 z6guSO^!k8wuR^hw@FrOj?D@xxb4R;*XA1G&a9d>WPf?1j9xjW{>GQCsru=aWOr8%8uW3^V4jQ24@PydJQ4&&7Jq|;fxi;hT7he%I~LztvA zd0Po{R-*=&+R+0IN;v|&jWgnGu~7q~i|03%Bck+a=LYEZVw_;o`#8)FstYM49t6(0 zKH!-=Ulp(2%=_0+*c z>7@Z}t`i)$6gYKzjD*vMx(?(7wL-~VL2JQ=y(-7crQVpOATrkg3;lh@`HsDh^Q5(l z{m2>A!rqGKKdhIn^2TJW_HC4gqqS<$1@2xvSx@8`JHt`K02dq3?C^XK1H=E zjzd&Vo~~>7n4|8v*DW4F$p7If-oO*)8_J? zO6o*UBXW-NIv=9!;|{ArkhUqFU}k3C8b85wFCU4A#xC7$;beX?vDENug0>X{<8*TL z4oRDSAbhrBs8KB0uujYc8}zPrt&okD{VwD6$$Ol(beHQn>&@^eYoH>>x=5hk;RQVQ z`#cCm9{&sX(}`qjJ5%8RC+eO|NQGaKBBczDdaR!=6$l=k1M4VDBuD(K$9tO8$3|AY zwNn_gc{9oR9*vQhoP3Moj}#9D9GvC-@9aKjayTDvSpTyefAcP5YSZv}-aSSl`!suP zdc;IP|lRC7I*M-OY|NObVr7SV7J0_d#Hs*cK)yG`(R4 zePeSXc0r`+Vz$pVmox@nB>Bp8IB8ZHZO0wT zhW>a)H`b19hPP0Ytvx2h=p6joXMc~|nHAm^S090XZm{(OkR&VFQmZ|e22L1bOnjeu zJQ;xFG&XDN<&bZ)%1A0~80tXnvvgq}qv5|>_F)x^S2E0SDTbk#pW%Q#QO(`SjLQBd zmOq4P@oV2FODJjsOK?KEt>s%2y+U<_2IriB{Im8PCtQeZX-gP+`zdL^*CybfnezJG zN>4sID0b|}^{lCnS%$jLm>hdeNk*t6=r#EFM-_}B-Fl3U3xP+-MEKLGT0Gbke{)!R z^&jhfvBEb`pV2X#rn^Yk;<&jcMlJKm%(Ek-U+|*f{~fPmg+X-IsQNgjH>2?T@8?hC zjX*{`c65G}-sq@~t}uLm5i+COb)~g$dk;^gf`|OPa-b=%ByXQblbfymEIT+$JJm?m zOb~D{FcIkYce8YcrmEtEHc3gWx=13-xn<@TNBrp>0^+{<6wD6>zhxKro;lGEURo6Q zqHs03PUFq5AM2z}uL6dPDZ=)`cK1NoIGb!)6w{9X9HT%|9I^7ZeZE_w4RbT`*N8At zyKqq#H|4)bcL-6U*w0Z-zb=c6kxrPw@mgG40rKIrR0`$Kff#-pjV$h3lnDJw)#GO4 z>GB<1&gTnt2hpuzgTuJe3ca=G{qL^1gO_drmUs0m2H4;XV(+v!tD~yJZL>~kIbF9P z&v_kv5nB=)(N3pa2{h@{B38@0q}ox-tXnKwZR$52izaGT+L9@HQtw-DXVC!Bmb%p8 zDzi~+AP}cY+|;Jn^{d|}YqK!}{7*5PKIzr2K!odaPLC`@$+OeuCvSooZx8tYY+Nzi zvX2i@9M*n7{jGqA$nJ}KBdWFhjw=(IrjCA(X;{tphF}jsW)W_fu-#(P#9Y}fKgBzg zZ5HKaw$wZ6{5y=k@YM^LsrGv@=Ny95dPc~%RE5M-hWw>u48uMK!rnT}#eMKH+>_(2 zf*+q}m%NBJ&KAFH%Q>r&&r=z7)C+ItoWDz4{HB8Ws-ljjfzNIAZ-yJ}c=Y}D2u3h+ z%)#GE*&wr^HKIzS9-4+L3jf97X5xutr5`w zbX8|~ziOKAHdd~z=`2XXZO9>)l(9R0Kqq7ZQ}LtgOhqNt8$SUFe_Em6n<3&k2}`Rq z`P;J9mNc?O&_Me;Y9pwxl@UGAYtM*mJitS6&39;>4SPEjNp9BXwQb5mP_DoSpFsm- zqn+#dBQu&x0R3Ol1!ut-!IJYIQeijK9+g{-JG?u0n2eqNAFw$MJI#6DY&jfcJh@f%%Ud zSX6ba&g6tjlj$oX6gwT`8$39u-WkpKc})!|V4s8659t<6TV>VV0zcqjYyQpKa)-|9 z!y$FE_woScWm1vd-C{_T=g4z-GnM!s>n5a`0_4&_s<)swJNrb@4$G7&r7xm{>AD8- zwjaZss;3Fl@z!m7s0W>Y<@gb|uEWb!5_L+2e~OxZ+ID7P@=VaZ!Bp#r{B)BnRql*G*s`c}NjZPHh%w zqEa`=dzr&0o6t@YUFjUfnWH88k+ikF zk`dv~EX0dC8tann>L2fMPG?|LfapHd6|XIv3UT_dOKUFix3-Ib5)MH}oY?PT{Yl(< zLlxrhM+oY1IF!Y7J~)yeRiCc}~E>Lo_>;2u50j@oQJ?$rDfv8EC^MIYV#@}rXo zla5sc5ieDw7phF47}E35B!i^M1ZoR%;LD?^z4%cy6k!r`}lmZVh>lj#X$7)B>aaR{L-lBP++*&IyDgo0p%t*2MC?M^pyB8-s4dL zQ-4g1D>BCOPt^4>^Hpd=xt(gqZWjvH+p+9ilCr5}u}w%Qm>&h0XUigeS?R2)XGhdJCiZ@6i+A5iyQ!{S zP;&RVn`UCKjfyC(6P+(Z8{qx3=9X=KsDy}29vSiJvo$O%->ZY9+fH}(a2Avvo%ppW1)^r5__~)$k5|wTTT!VoFop+RcM=;d5}h5# zQMh&~6KoY~`|ltiSK)ra!T+a7=09kCIOAh=ZB%*f;$B=ipe346f9cj_$nyH$4$ zU!H+0G6E55uTUL*?R=-HEiFW3mO`Tk4KH3h!A zC78||CBj!7^a*h>WaqdWx{-zM{oLY$MvCPPKO$5P?%tPkkQYo_j()|tmm@!_- z;>)UwEj05fLeUVU_H_$FMd;6s<{*@f+C;V}kH0d_JtKNxvgmqWQOaL#ZoW^j>JR`b z8%n)fI*XDl#_SK;$q@OP8RW&z)xe22IbCI?&DNPqOpO5233xE7*#>)UmIuK*4M*HAePu?3ieZbv^rPtOG&Huy+yNPlmpvF^qx>ncv?=`{w%o zixLU#PLGJ~3uAhw?)Jz7=7Ty{ttgf4bUXOC0f5K5!dZ*j!#W6@*6? z0XpXKzc&@WG>s}z_d@IP>g(B~K|>~1#t)GFP~HZ)cumOnjRu2_-YWm(mE5Fco{Yt`_p%LnJi#owfKBhl(rqa+#?0 z>&$LSQ}Z7zmn{|lJL{{SY*;jzA;|$4`yof+htsQ?WOyM2))WBge|^93{uL2-Q?eyK z8Dq)wru4_FWRpKBmk9QsSW8Ko1fGZQX9ckrFm^-h;oi#nL(?HtI%VQl5$5W-PgFM! zw*BbOC%hc}ko5oSZRcK@ zL_VXSD&I)P$xE&j_swDS+q~Nad2>cS(P^+ zYgLBvKgRLT4DE3J0=+KTcKLgQhQy#tyszQC%{#9WK;o^(vbPK-T^?pZ9{;O+uq|-5 zV!TUnTtR~R4L<}?hDCB?1iy?}4whsY)Hpm`8mx2x*{#=_6?_`4R}iv$Kk4p5OKFeGo-p!GB z7n@c0_<<)gL}6V`Fbu)3^h=w9+RFm>S7lYWg)t4f9KK~<#qc`im~+Dasp=%1^$6O8(;IT&{gw^dLG{acOYb+OUmzKB~nTToCyq8Rj)&SCFoYG&3T zu=iw)bW73$vOekcKII*}e4QW7MCb(V;;CZm4lV|cjVvB-_4q&G3H9Hj__A&cyWNG- zeR5;MPTdGqW)^{Hu~0ci+stsj3_J$%9>oGh1HKG@pHN^$_$MT6Y()irD{O`mWho!^ z;p(lmCe)9WQa#S2s#-x_11++7J5eC8nWv}rBB)k+u)qgyF1I$BH~~4V^12D93@+ZksrG}PBH`2)tALDl8B5RW zyf!7kAbhvG&I5<)i>`=fBYe*_=0P!78#*wPjrpqcnxjKiSO@$x$)~<^7WNJr!F&E# z+WtSTyMst8d2fNXB#=r3ViIxwNCJGI_G{_od_2FyzF_R*(PGnxpuk5q?k@ri^zXXc#ge#I z`MD9&U#MuOv-*1dCmIfDZAH6I>2u$dv}^M}-V_yNTjyT#cp zvMjw=|KC{abRX~r{xEMO(UPhU)12r_`fjt4$M63j_k6T<2nY+S4LN>nx5ZIgyX<_l zm8M3w9qTsyrpc$}f?YnZKc;f_WFL=lRT-^ZWCtcZFr%3C71P_wl4*k|DM4lPQ4qV$v-%vBp zE|z*Aa5kelZ9CSvFDoD8&g;B*(SEjmphO{tk{#LbH5-&4j5?5LGS*tZ@N;f3Te7kk+Pebnqt@KZ-d_8 zol+#tw4a(EU{lPyRjCB^7*-i+Gs?5_s;kP2Hx(f!dJH!7i`U!>tktZ8EySiY`LD7% z?Mn0`Tm#y%!S7evi*2*|`m~Tg3ys5Ga7N;fSH=Xw8Coln>vC}@sFmJ=O|!Jp%!gjp zt;kXD1|q;Crsc#{`2HKWa*gN?xy}9r6`M8q8sz5$r|lN8(DuvL-vseDs+E_|++Cpg za8BZMX=0JZU20O4(iBt|A>9nf_-yhW%_C{2!Ew|rF|ksF>{2CGHQX+z)3c@^7CW-V z_-lSwVUt0HhzpN32VkXVMc$ZuCY(D#Z~IH&3Y>1T+ZEf9653#Q9=S8;mnB5N7dKVn zpWkM4v&i#y{Cmp(QeKnQoZWRsiR~H=*c9Nrjl@wI!2?zVqgAz&FqFb+zpE3}E`eTG z&ZJnsxphVqOrB_6^@7g?L|r$-vD#Go6Z)*b#7n&yofM^t3DP5nXxinK#Fv@r4xX^3 z@{CfN7;3U|u%Bn{JnaVIhdqi3abLfc5q{R9ZPXpr3D#+I*&j2=<8RTw`~}2aO|^rs zKd9h%+Ggy?%3&z76@3{p>4SS*WY&8`13D`fha;)EJu!k!B`a*1szJ>GD}5qiK>%^y-A==!C85TYv2zprWOLL zp8e!g0_p)V>uu*{3_Ps+{pyH7#UV2*LS-6Sr4m{EoHf3)D|~B_=G7)4yK7E67Hk~+ zm|~)}VWAmd!LqXBX6u-yGx6`^WzPntURo$yE?xh2IW{5W5$n1An}U!ov%5~oTMRxC z082>ipzJ}vg`(HGOg7^W`)ws5*CI_M9;5Qhk=0+*Ti@LlynF|2sqX`&c1l&Zv7Gyg z#qI1{$&o+ewAp8$My$GrOIIV`lOhK?Ql8o z?7f02c=7$glCYj`RY12uUgqE3ba(FWol9S3R%qmQ;D8@SaW(=)qiz|^1eK!>jZc^{ zW%74-P`n$UXHopU1jF%`#TQi&!^mAhb zPF?wkl2Y(V*hW7l)x>_QZ2a^otU(ixgKq8A{kpMHR>vyO_kL_BDv~**Pwd#B2d@Dd z{C3KhtKe5Ix-vm&x!tucAZFd#=_3F|2*7 zgYH^E;Lf&&^}aeKz6hY4-K3EDo61VH)DYAf?i(r#4(qyP{55tU11mtm2QCsndU-^G z{Q$^P6mD>o#3nNVQJ4xWjP6Imz7omksPn{hrotlHn9g`q`oV0Gm~ z6tGJTQw*a%MJOOOTCSjaCo_VV$(8i>c}mt~!^hb<5t0!Tr@i*~4xPU?JMqi$xNAbo zBl}!0PmLVD!el+X8Sj_X>&J15*490>3>A8PytX67XU}MV-X>>B7bsFD#m$@wbzb{? zWn7!&a4_OvS6gKMsNt^BlL9MWYUI<}sw}%ofU`V1ik6{)n7cy^M8pa`=T_xZ98t(C_)}5VL_wU1C zSpO}Oh2$TB9}A!*O$N&=PM1E}g*rl|(LW;$pRAxvEX}F2jP80sCRSe~Gz)3BTUA+R zV^<`+1{LHut*1mQwh6RUs3v;vu;;m=<4Bb z5+8~j<>artTzsPH#~QI?=17lG4O{ae8=NBTMvqG8JOxiWyR;)@n|2oopSROA+MVG= z)x%zj5-+-fI@veicOS}I_^FJE_KQ*BIl=GMSddlNF-Rmaf#Oc)Sq!a^Gi=poI(x&KhX(itGsRz}kjcvfbuM zfZzatTpzHbgql}znUt#^6@WLn*S>w|LzgNkVcFPpAsvH5kh(d$$f-sas!kO{<+)LkOW7K zs^{qb0%AYIA#TPUHzlte&t$40vIZ8zXBdG$L{Zuh9Gq5uHHvZsNkw@Q?Qw}(1I}4c z#3KoE*4tc9V7~%>zllk@7~y;>zl0*a4A!#-=6?rx#D-&>0r}(dtX->)k8*4uSdkv2 zs^NUj^Q-Q=uKdeboW~cD;Q(AvQ~@53l#F)ajGt^0T)N8`_w#E9sY;Lq`ni|Nz1f`E z0ogv1ZX3CFLv`3_4xEt2B)26C@2%!4xZCq*2Tgf!yNdxFFFQeG`VH8I3s4^hQ5nmh zA$U|Zv|7Kzvv?G2f>rnE$sqEy+wiD#Jc=G1!z6Zs%ar|e2(G$=6?WR zjMYixy!eW|Hrog-Q?lMO^ZnT=Zhor+G)46z0~R%1pWaO>?H znVhwb`sv%cBZ#S=ux|m2vF>CQyz_ebw(fA<3aI{lpZ`$mu@Z@ggZJ8wOyw54$L}5h zAqnN(S>Njd4(g(p?@8N6eP6Kbqlp6rkvv6&V__poM4@+AgNF9k9op_*TMv&^N=i!e zU%w<>n;7Zn_C%Wl2i&e)YVe)#fycQ!k;1&-o|-AHjHfx_5XFBeWRLIq@b-_p0c~^nfM>B9uc}0C-dEGyE%qYQT zfVA;H@&L@StU@|DhjkI)0cQ*{(-3^xkF3s@ELAOzSNWNa0<0?P1jfB~xb))&0;jQ(^#e+wI z&e;7LYF9mJO@Z2NM#$`8G|m^YXrH9jUNqWyockPw4}aQT4Q$xd}l*3WM13r$c2vzZWqJ zeX(*oRnq~y1Fbs$G%-Q4aQn4R$A7=a$9mv=%kaSHR+%4QkTBh379opj+5+-E@C?y> zkJb)VuoZ@9)@g?W-mXpxYsS(9 zq+Q8D$%)Fa;|rltt`DU@#ts}eu!R>8h&)&}cr^KCXa@po%lB(_vV?{{tI>SF%Cg*nP-kRj#7qglnv1zQe zXngSZ`k)`j0dd1;f((klnRU75_&T|TrBJD&?M2u+#|23Yqx&FjPkq;yc($f2i*KLf zQ%Zh@G`iu_w6P?0d-sXn{0MHw!k|>|yepfi-*0p{#$mq9D~&EEtlKU^^}Iyp-PGPf z4_sR=dKpwg_or(|TZsAApBME|{mQkCHDCfeTDSZ-3^$L3U@8nCODRgh47GAtbsAEx z%vJ||>kZP5m+fRoM${M7Y)riE#3TPA!uQMP!Tz%0JIZbZ@MI|*_F-`*{!<#m}d-pv5NBf^k2*Uk3Yzj zJY;z6j0eyTl5mL_CPfL(*F^%|BZCuOBj{m@0=W9Hl?3$wV*<^gkm6!)W|v zBjqNtOq1WP{gm=SF8AGNArJSn1`>1!lwfrOtN4rg8E5=&EHxtCcm}Ys zCPv#Swec%0u4P0yevOY(!Y**k-%=v^xqy`NC+a&a)h;5p-!yRwK z)5UV*;`0FK0f{x@PHM+--J4Fx7el|vI0Z$dIcI29*AAE~+xI9K`7@S;rXbpf0xY|~ zE~0R%pu4jZ;avneZa#lt2LE)}1V=q{hu3R+R38Uy3sHbd8*MZ0R^1I=pm1jX>HQaC z-?%lOyVZvd`;O<^1)mH4MWncm=O)8q9oG@xEzEiPgMjn$OAW)2zGM)otmunOTCH=i7|qn@*G&!}!iMc1Cc=|wZuQ2^S9*y~2$ zs2du0v>3~Qr%k?$x{hLEH!RiWHC{D;nTYg4c<$e=@_;1E<|c68{E<26 z4aGf1W1EZX3PHl)bY}43yN>CK{WZ2f&dLSRpKlcd#<+3IQg$56p&s#{HPODh^Wxgi z8`Elk!d)LRzQwnR@!R0vF|);-_(v;T)J~C4Pg{ar%A)|FEBD5T8d3@RYR`Z6PGeHUwS2yeZLk$JBjfSh>skdiNg8AV+1kP!?RC4;4AoNyrDbZ zm<5_U-c6onnOE)lYU|5|z1MWsW#HqQ_j!?yeOtW+g>RbOdb{B3-O-WNN&7TPLMawBO7&f*B9a!FDiDfOQ8Bf}cYDM5D8&=e*s!|srh zyrB9LGK{hZwY5SdqAA?FS>p&a)`;Zsffnvhp>Do}aFiIF5GsG+rjTR9qbpwRCN5DJ zPB@*d8|!|Q`@je3*P435Ae}GJ>VJZG2XLO}L83^& zclD`+q@Yu61k$kWKKr$e!|J~1i;X&ELIgeD>_YmtYUjX{RaiP{2yXmWRAIdzN|GBb z$p~YRxB@MTG8z&YsfM5_FC+_HZ$G?>|g=1Z&h0Np?p|rE$pYwM9@FEVq>9WU~ z9-m7o9FB~V=(M-y3|CfoKd%3SgS?IfA_vk9(;tVDtSQ(c>KiBQ_tYcSlvCme6hrae5XEga)iZzNCYNF z{jI$cAG=#(mP^jI_AlCg{tFcVESj_ZJ8d&qvHKQnpG77hU1R!pqY~H}3Fi8PQ$Qk9 zdv-%c_KCB~>o1PlKYk5Vy&~!`B^&5$X9urJeleZu_jb4!d3Or}N4wj-SL@xH$=B|9 zP;uCQEBsK5VJ7CTh%`Rr@ZICR{cz#qcO{-~_=B&cl6%QB?>K6Q!-=Nsqiu=!Ztw41 z1L@sd)CnlPe{>VK%icE*PFkr9p2-zV#~G$A=P0+&+U$|1&1H&2`RVqWG4i}T z{H+-m^&GdgI)z{Ew`c4f#7bW9F8iu-s1*QReCyvQ%n@J?M0=y(-76yA^>l_vvdNF3 zOorG&_b=G;+?;v?8M7f!@lU7@LpT3rTPSQreV3rgeN3PiNppU0phzdrD#P3KenPdH zP=812L8nKOh8xsqD&|%|hKb(v4aJaWqFMq-=5)Gq|4DPxn$DrL%bsusivbY%rE&Re z3-c{>!IDr5@j)&KxH_TGtdIi5hj3K3@83NPXCeqcv4e$A#CS*>f`2ENAS>bgtIm0+ zx+$wl)vt&Pdct@i%#K(ID9{eSUY zD~@mN#otd7jk~Q)@hC_Bl!KS;itStqL{q}WKxw&)A^7oFh0-q{;tLCbHoTlZmCv-O9rsTBIoMef?^sm1m z*T)_(j)rYL>+$lAR9iJn$o7Fb_%pGwOrO5R>^sba&_hW_B2*mw-Yzr6R}d#B*UZeF zxME6$q(7pcJ;zV_rzvB|ftgFosZGR7Xy=f_4K~WYKgA)0b9QR)h2&R}&?80TFuEm6 zCz-+luA^i6`2qcs3`V$1N86moYh-O=C6ZwuGiF^Lj25>8)>|k~RhFq#0yF(i=jdX3L@s|Cu2r$%&+ng5ibg38Di!2WHmxvs4Dp5I$O)dd z$a%XxmvGbd1W$64U(rA-QcblP>^P=L?6nDRVZl)N?;IXTUtGuEdQ29g%31pFNA73s zkh8>LJ7{JF;$A3U!s&Dw+Sj?r|Z~T>HIVbq+n2 zc2L+57r3nu=a9|}b?5Lp=uR!pKXCp+@OiBI6E)O(al>2bfS=}TiJ zVKh3=6S7?DFHR6D0*PZG}wCY`nzr^wz z?*!TJx&l?(YdpT8y;cpl>ZCg?;J4qkwW7Ikvq$8^cWJx$gGnICHi+(JPRD*W_bark zPbq^mJR=`ELpEiWao_3<`sc$<`=%F#>_%=c6!}Ei2_}nyBW=?f@Uo*(36pb1c{*=Wahb^D5c^XSJRWTZ)ePf@{46_%6<9SQhjacyh_mY*@@+At5^Oo5H?& zS1wa|cliNJyndzkK->^EEh~2DbbTU7v%?+h-KSC=15W5uyxqn}CC&UZ-}f(x(|Af9 z`F;Cm!U$r!RE?GNqn0LcUT2?LKIC<*cpab?|L=v3^6o}p!Yh+StXUa{IOiW_KbA#I zOH(x&W)#>8x#^NG!$#pe?)ljELuM`Ur=7%}enWQ({kR^rzuuTS7q+x8{%+2jMw31a zrcvE;Z%OPLC*XL5m$HsezAezoVy8sN@4;N9NN(SdV+}?0h%LV))!S+@V7q60=L@2x|I=w8l=gTact_zo z&u=gIW0bo)310!AXSsE11)IC@^j;fsWluA~s}FF+vE9q<(42@f&{|sI-0=__Ig^>_ zin?f|9)F&^62}G@OodV19wLw99ndTojdkBG6!eKfc2rgVdq^!{p+(!!?XfiYIrj-m zAp83@H21^cZ}jWJ67p|>jWtZqT;P*giif<)c+aAGUsv2JB*I7R(R6z_S0*NA56~PI zJZL1}Li01IH;T*t;1pJ=ZEPkz@Ab(Um1S-G&0t9?Jx7# zZzDli7x$_m-YUWLf`}SSo`}gGNt!a6ImpWfGG{`^hcc`vS zGB=dgkBCryTHdhdesY8QxX(2Z@;jx-DfdG{;hL$I;MPJ8y`HC9O&DEkHIm0MdKJl% zV-T3TBU}X1{D_t>{DP?H9s@cZce?Hr=2ZN71#Ew%&BuP>$!&+!6)LW0D;cqf8a%!* z3dVI+>&cbERw#e{VbTm+DGG|7eWdjdc7#I8R2P=|Cj}NXMe!Be3qGqM|DH zf!wOm9cV>EnNa*}L;HJsb#x%SGj6E=VQQ)s(Pi7nw&Jds5cp~6auJU3`a|wWAx}3R zb|*Cl7gvf}k__G6G%qPoO)-?fm0!%{hrw2WyL_9V>M4D*_56V^j^E@GgNVSB-EPmYzE2lI#oK0wdRV0Hic19Q7+Kd zSCvi^R6Kq7_l)Q2>gth0P*5Hjo07S;10ESGxcq3=;bfs^f?GHBJADBe_N)`+v@xw5 zeQa;(6p(XeK#(XJ{H%|7 z_Dj{ByhO?*(igx>6=tJkD&1sSig_HmyyV}<>$;8}diH}3wLzsKx!qfJ$s(&QuGSK` zSnUB~_3K{7)RR?BU;OO@$0Y z@h%Wrk~E%3CaGSA5o~qkuBH4=r)$vQRs62h0$<|D1RfKta6rf7&et=Da4qW)k&~&fGDGEhz@K**yuJ2AZ115D_^TktFIRD#-~;Kj~N!IUP^1*nKsZjH{Y=( z{36=Gg~{9ZoabK$DumDG93A5xQUBR@h#l_QE!F50&hZ*ePdw3ypz{A0xoHL>qihWj zalg!6OU^TBSC|;LBfO4iL#5CvBw$m?`9$^DhtRfJ6u9P8k@tETg$i9*oY%j-j#?#s zP0jEd&wW$ou|)!vA$B`xoOoOzDIwx%!J_hWa$Okp@G30%HX=`;L!sx8hHR7GF9p7}VsT92X266S?+ zhT49BE9OZ!upZ{V;_ttyhtVJHcbzL87WAZOaCb;GY@+M)BqjT`OwGX>#?i017s~z73`W}sCi#Yx8_U2-&vn)2*yU4lSQS%SsusDhN-UM1_e9HYLY-WmH!7Cp zS(?t+$shi0aWgh0OpF5#m&<72L6lvD;-#C4+*dC*@2qg&>VhvPX?9P$jmou8yCDOd zM|b*YvDj5WUt@NZal#KC?7kOEcpcB$aI52);_(E3$Tcu<+csq3e&#iA$MRcPSbV&_ z`pwf;y5nZ|bx;xkbQ5I0P~4vCvj|&Dgq3FLxIN??RFHX63urGo3Op_)gHCG6Szf63 zdsR3nx&GlPR(#3dg&ymlFx4-YvZ&`pNIyH=-Eu5v&f5seI5{QVKE@~gN_ovsxEYvQ zqJ4T)M1AaPr^!*i>W5A&{H}%(e6AYtu1gI9XaPLz4H*`Pf~c9kdY%!Vn|r2@V+`h3 zu-Fwg5VRF(eZkSoWSwUmXSXXP4#08#l`kf7#u9wa1qMV_+DAQ^agNe5@U2j&6T;wsW@S8?bZ_j99XLSY9R{G6l2 z)%e5w7>CrU+1c5J@gQs=O(*`WkqARvgP7LHD5j;w{C3;rhKYVmgTeN*NzXHXb+gx( zX97I9vcrwd+dpK?mwgK{0eY3%b{j-<{OJ_{9wzX{Zi)=sRLb!IRJ zP7cJ?6WP0$>rlHHfaSPVR~S_$-UyPN@LAvdoLDr!d-HNhRroT47FGgs9ht@qOd`2n za>M$BJDz%<;kT(wud`zO_q;v;6Ab3*o(~NXjCwu!%lzrgleenh+(E`pSac}Z;^Z0`m$u-(u!_y@Oo7r=&L}n-SMm_gZ&KizJ0a&z%*bq)q|*~5@oNW z-{8=)k&I|yJQR~wfoWJ`v@SnvjOv^E*jh(oD}8NWN@E}sP+Rg`4DO@3 zx_tH=t(c+O#jeLnH#1K9#eT6y=3soLCflv=FJ_Ey5X-r`MeWx;X%6P}f|o;3G|SD2 zSkKG3R2=2(v{TKlXNTK5^Hjm48S|`(yJ?qw#dZBHi3=IkeK(!glZ%3InF$T8_0Nzr zZbPOb4$H}z0ox*fD1X8QbLdHk5#BnKVjzLmT32sT69ro_#co?#s z3Ex2C7Ni@L6;eRL?P5AMM+7)=6|q$X+&Qb`_pbo^+31i2wLgVKhfhwei}*Q=_=C^3 zpUi2)Rlz>0OM1^g9^k5#rsgtiMWwea^Wroavf?kjKF=^4p4@ycp&^`vFFpb$X?k_+KJ8~*d? zYb3F$K*>#q(8=`c4PnR0hQ`FIIC9exbcIwc6a%EYg-7z6lH_c1q>UL~Na@Lia@a{Wt6T zqBV~1fj-x7GqYCg+x|GLJzL~EVG!d!RK>)6;d>z`jp`ALY+rs^EUmjH{~vQ@LT#t7 z^%Q7=^ATkIaFJeK#=Nn9MJ(iVjWFX~g-@|D1h37p=&NCA64TbNIanG3lnvOW9#VHRW3t^2R=|r@ix3}&<+pU$r z+*rWr-_d`6C`^MdvIpJqbzl{pGQ^GC_u6Q+tT@8)p~D5nLW&W_Un|}LX}T0IkZ!a| zHUK*^?79?mx)+-Cxh6iYrJmgThZS*_)0eesyTRc z_XgjqV&!2-UYF4M3197N()jcs)y}svG+g|(uS(Z1TCx*lIyp0?1aD%4mRJy%5H&#& zk_$0gbBlxJ*Xy0-xV?iKzxNYT)w?+o>^j@4uoXmZ&4ypvphHx7D0O1qP;{L2D|wFD z69=#Dr$%_aT66eKDvV6RI(e;WPl`}ukaLiK99P39aL+zCY0@?$f;G6UzXqKZQUE4?8hPpH~;l_WQbeWysbQeU z!DNIH{z+ZongF4Au=p?i>oq>f%2J38w`fp1_)h5g-#);LXi*Jc zK{M_Ix4#XCL4GgU{;vjiU0=34?we+eFyPw#WU>n7ihj~Si8a}7jfU4W^ zRlOhvP`TH4de;e72n-jI=W8iLM1#hr68h56JG#F@uOFWhL`8lIRsn>2QNdPe8cRg} zUdpK+wh6*iZDB#_V3qqzX=v{8Wrf>yX@yHgG|DR?O8PqgPf5I7dWOf!yzUDw)jQ{7CYbqk1^3-YfDAqkPzOOz2 z5?c`d`vf)Kd+Y42#n*|JnS-$X-99N4f*zp(?ob{W82^7i(=u5Kv?-Spw8lKtUsB72 zcWsjb6a`@NtThLBiNZYYt#C5`>3w*fRz!Jy;=Podo6hUp0zk(Ed{3CAJ@wT z6~(X*w!4bjV8Rf0r0K~|KMdTy3uX~;06l)B&6aR+3d?KDy|IqP9lIIY#P%El-|F_; z9f-3QkXiN_87ES`kaaL{1P7jNK|$;3ci*=+aFT+0Z5vnB*?V_-d&LJo3RP_6c61j& zIu2Xmbt($?{ccOfX^!CDBA;GQ>WI;8Sn2V&v?$pP#=GD$nxw9q%XyBv+uw~7)LjW* zCFgI)McPHkk*g?)P6bdB`#8fW$lC%fUelP+AA)#1IiFkdXq)FK!!M2n_#V|2!{~O9 zL~t77$;5!H!ypdnv|}J52X%}KLQf0O{N1%9l2=+_6>l$eP1vxy|0 zb|dMCd$kwRrYQ##QhJ;#W2i7uS-cpkq(y0u&m~Tze_!kBQKjZq`tCFCx_vcbc8EY2 zZe8jLZxU>B-xqUa7P@GyYUep6qG#rYX5xJHugy4AY1>gcO~}T_NWYR$M}G{ z0y%57RBC#@U6z|eG`DPHc{Q5@t5GR>AOX&x_U}WOSt_N<4Pk!H9tR zi~b}so4+)q(oOwF+BX&pg>oz5{7&owzdP5w9e5bAqo!5hT#x4};OVv&O@Al7(L5GB$J6(&CHd*Gm^g(%{g0@Cp^N)Qqq7 z7cNJD{KKxaY9w?MG&H2DC$II-eFVhzQj}@$)bgXZmXVJWHJB37qY>G=(HM3OLn&Hg zl|8;kH_2+)BU~|oZMk|ZtwK?Ik`jg!IMi=g`ziW36~BMV@q0ALVXbC8Ri%#5JZ+S( zbR8BNfQq7JaC$!QJmZ-j!Wj2Sn$H;TLFn%`5zK*v{)?F5PAjT>0RkxZRn~Y0@y(y_ zfDgelOfA;1@hZMS}VKu*UQLm0@f<< zm&Ai++c?ET^@78^6v~g^L>;Fh!6AJOH;UMR!R6L0cneWHG%#D?umJZo zpTt_V7XM|pVS7$+8Yd+oUg3GIAl`L1VFu;#NFC|pM`4~G((`Nssn&qr-kH4d+`O`S z@cl{a?LPcBWB~ou5hiYiH{Q__neOYx>4y3ZtCinCHi{497Tx6m?8Np?#YI5F5ccQy z1-sAA<5LgVzYmZ2U&2LT8+89RWxO~!7RH-(5-AaZD-rpQUiHyfk?nJr7^7CyZ*_?^ zZS=mZyU1NG1{U!Q0j(u0a-6`oE9khKL@jA5tV%JR&^WuM{XOm?Y=n9~n^J^=JnkHG z{92pfD5=VaQ_8;~pDAH1X5?_*>lcJulZW^*>kju+W|O^U!`^M>#p?XnZSpj*k!sPU z9@xYa$az7}`$N7Tx$(9rocKdr>HO1I*a-p?H!CYfxx7;gYk`QnkF)ymdMZm{AN5`y z9lxO1akVxey^}BKMNOrK|C2`SV8bGGzqcoWYADB$*8j*+3mG1%Jh~k}c82$_c(C!= zbx5_LSWm&oZy(`>x3!HEn>k<6?&#+ZDgI8kZb6g_!b(e$FsSs-ZIaR}P!yg0iJt7_2rrM{W|;#|U-qd? z8*|i7^_4N12ee>n!L`3ADw^V~lbhO5RvfCAHEk@0Rf5b5s%Lp@0e_}jOSUe8TG+^^ zv3hq#{>EUG)H&Yk3@*@HebU9AKI$RzXlLD?kNoS37c+X^JztdwiEJYt6EXlruL8D^ z2DrsIhm>14?=P^0?td=2+O?i?^LbttzPteMKvE2Gk$*v;?>y@O=a+L8h=A|Y*Hy=U zibwu_>-`a#HO6Z6Iwwv)0^5DPx<5F3MjW{X*!t|gGwbdnj$zx8+Jf0YImfi6g>&(< z-D%`7J|e`mJlzy_D^%SDk+llHalIreYOOV(#Z&|5V_rN`*3;F#=D>7ltI+qgJz`~^E?lEMs-lMJlW@+81-~Mn>u%l| zbSV!@u2G_2HlOxu(8Fj2iIV8E54Kcy8-*VT`d5qdQAFILVX^?1~jaj^3J*cn+e0)CpCqK`6cASKbRmyNj5E-Al+KE@= z?5%y&|92*PBH70ayU;h>G67zHdY)KMCcZdJM|&Ada13;OC)VoGT=Pm6G8}@FkTgkbmP(PX(Y{bXEP_f|VeKDEa{+V#b4lPOJP9cuB&7+c!7>gX}%Sl4Ik%j z)-|5$sB7dG}yZUC=B}f^}2xL2iy8{>p8B4AkdxnTb`9ZcvkB74E%?0eCJ8j zTHyqpD90SHD+$=s89Kf)kHxupcK$4Bv!O-^&x1k~xW#REFs*fU-7F@HCVyG>=^Fqw zb)A)F5LxhT1?hae>{cUMcRC7JfCt7Lc|ULu96YMf4d0U1Su`}wN}cnSyEU|qHdC&nQ|PsA3tRZhmxQ<{6-IGdsiaSY ztWzP4jmIhIcMDJgE!^$%)*?>QUQU6O*+X+|_;SWGo`y+n<-@;-CVB+Op1Cl#-!MdkmGXL~tSF zMhPc(!aJB~yo*9{z>}DaYQ{QQMgdj;bqSQ`xu2^tKYkxL^|b0*N|U7*2fgx$EVS<_ zrSXN^)%v#vOy(dg2g#2$tN?ASGaBptPUDH^VCD<4u*{kDz#@3NHwzduu!$8jFEa>H zi;u8@@LGNF*y3t!kEQNx&V8EDUOIt9OA+Rp)+S`Xysi3QT4)6ry%Fp16HMxJZi{r3 zFt{k59UQ?H-D-sV(3Wwh$E8RCH!2S`lkPF16CHcYV_0u|GDOZMmhHaB8n-G*$dhgOzeWP#t&ymj zY`+Bl9g@o&8Q-a^%-*dBn@_r_&(&^&$ije1b09+Y1$oXV8#A6vq6A z(4#df9QDvcRN|TwxOoBu^4F+J7=cJ4@hH3*o1qh3p(bps5a64XpFbMfAcAmj9Ru6r z7lU$F5tZ%Rj`6b^4q*RAq#2Zz-&PfJ8PC%O(;a9p92g%Jgqn}G-y9r1QBLo12{+mAseu8c{+w&d{=DXM{}(9cR^aB zmOw9V;m}B2zFrgmh zL6B!Yj`H`Vu9~NgSW+ADwuda?vUR^`Xu3r4w=;dbS?iQ4TfF1D?+UtHfUWq4uirWm zE><0!G-K#+2M2?cN^C~7U#aC`a`)#NUR3ctt^AXRayY|yrXZEhn*4PF6&9IeRl+{7 zXxLyJ2WE9-gf;FTH|B4R(*?8qZ#<%K0hi3cA?3A4R@2S??)8uXm9Q=f45&>*U0Dq6 zfsZgxkqhJk6rXkx1Y`O$pRF*^_34;R5R3?ymu2V&F0hx!$mU1QJ)boA_EknHqd)gn z{?+=svBp4bNa_f202F^qh92@V)v2rg5CZ<0X@L}MsZTNHG4(@Pn%7e`Q}*`*#Ry_5 zfp%fYEobfapSSvHnV3q51WR0R^9wCVwl=)`X{SG1M8d&{ysI1($W~5@e$J9;^9qbh zU~v0nn4A2x+BAr4_OPKm9``(KAROCtnRi^%-LM`afFMv3(nqy35S@f3#ez;U(VGuBZf3hZ2@wf5M%%?N*#f-@$burmIy*EQq7^5vJAEPpsuR;g&sDK% zFV%m0&x^6(bKl(MP|njIR7jqziucC{qwf47VGa<>Cr%r?Dh0x!T>hEv!&-K>jdu*2 zRPL>jG*H}3?@g=-!wJ*6jDq)0>Q>tQ5t@}Hn`9<9swV_5mLu9xg$E5kynSgl1_DU= ztUL5Wt?1S`V7Kjipgc}_@7{}6RLZ>0a!4kA4r}U+1(tNc)#pvEg3wmTmCg6ySs=YToj19 zpYi;yy6~fBLG`En*8juL`e(|yTN(i?RhskWTvwD2c4mJF#ef*+c=y2bh zJ1Yasjg!}6F`JLMnjf1ixRCM?n72J6v0?Z2m%7?7_M&cqbq_kHm(ElI{-Tw6#WLq; zNRe(qrfZSzcDfGD8xSng5JV8O$x%ZDPg$=~FbBwc9SnyH1&MnKk26@BCAH&__IWQaG?Ch$2KNT9Y~wP9xyvU) zJrsYS=Bjz$p%akS(x^^0=uXcZNGh$_iI>i%KD4jy)=Q7BOvQBfNe}JUmxsAVA101q zUlf@zS9p+@CrKeEHhAxACr~tbvDWDPFh~i@?4+Q+r}RM zZwDlK(!2U-3+kDVZjew(drIV zid*<{Wv)3;)(Ee&#Y6st0(>*YFQwKm`VXTL^7 zy*rWYAeNkQ&J9oPSeUsV3r%iN)3#V_pIvrH4>5uOqEY(>+^4-(!<&|RV-9mp>(kH3B&lJrdwbCtKz=hE5%{1Z{XXIfRYG2oeTOnZcsiU;vl1Jyc%bplPsa+y9sl!`g*k8^zE zXU9N1CYsj|y4KK@p$dR=vQ5yRRH0W_wF(cK8FR_xd`x$b6gRS`XGtxU^5@5dKC}!5 zRpY^6Fj2C@dM1@Jp=N;CagE&QtosuUrfml_|HAyhmICr#PRQaQ3yHL{?S%-SdnglTAH3H_TYzv8OgMdp=UpV#w&l{>2GHXLYa1yh39|EN#E zNo^m1JxZWuI=;4wo?x-{Uu45_l0<#T1{2K;)0LVNAhkr6c*`4I5kX&9+;vfPTZtDL zkpB|*kV#G;y2?)xfvLaza{b8W|CvYLAXrL!$Gt%O|?` z{1&rNLv{_)7|joxr>APL;~T_K8&HZ+mdkJN9e=dx|GRuIWE9cpL3_O065$@@%Cj!^ z45PEo_LSCoF!c>RBtylDm{!O=c;&>Py%6CEx!pqsn;GyxANS^MNxfse4K;MID!b~9 z>Dk)%GYdz;WLfKI&R;c~amS6}qm>Q5R68agds=%0qR?t#J!wPVJGv6l!(?_^x*A)W zV5LJG{^baGq0I96eC)a|<#FpdSAFgdyY{9no>e(qY`ahV6t{Zdjsoh%Ddvo=$2y|4 zWeq`>AqSaK1OrmiCF2k4lIl!n3MklaEVeLv>OAW@!UUW~?$~_1CA8Kxv%3s=Oui6v7%^+{2L2pOV>*cTq303H`b3C<4caovkzgRKf*rY(q!OI~r z#kOu}VsUv9rpjAMQj|8PkJ272j95x?XF_{_^MniCeyJk%SHG%s$D}Z7;IS$WmfB@- zf&r#YFGANFvTH{+@xNacY%~PPIvz6(moD(C>=6WYR;eB#*=}810cE6u(b93WjGjGT z^L?S$BA*!EWqiC(fm&RqU3@=!w7hWFt6nbU*dW` zEU)7|d>#FA{!4nhPkTS2l2m#BVcBVQ)V`;+4A~I(Hh@k4cNnEk3@h3yvaHKcP@^sl zx4j5V+t*01FBp}OaFk1>1FzL)E>U}rzW9}zS^Q;#1s&H+;I9-G+#OAD+GnOVewJRSW$Z|itD)iwXCPW|AbJYU2?OXgMki$&&7^2iPMz7yk zKX4T&PZk}2?%Wu!?dbhw3#C+ZdS`sT{?GoXMiPm)WuRNh_<~&Pxa@d-PQ?j>-^MX> zS=8%6|3lNhgm=lN5in+KI>G+;_7LFnY}6)g8SGop(n7G!;HT7)0dE1Wk zVZO0Tu^sv6U6`;h_%FzzhPq`XoQB}pPWQuH72(!8$PyEC%YXFa3d&!#%=#S&-!wv+wg zvlWJ#-t07I;Rw2+hw}lDpHJu`^wK=&9Ue|V1wG+I)XW;gk3kAMQ*iUR{{oRa^&O|# zCNn8`>VAO#I&@qsg{pTvhXaSGf0&&7nX^fa>sAdP=<%bx8&v$mA>Fd9B)YL%aObd- znXoQj<_roDxx?)}X)mWO5$_{1a530>rV@`JS<{YJfI8Pg%_`E7QY1`Mp!y~w4g4`q z?cfKW!t@$A^NK=^+VBk+HJm zYYA2SueQU(eo*OcZbwNlq*lc#Xy+5%Tt#bKggBl2AQ~p17<6l2tE94E`>{zQkV~=D zhkW2^ZGapT=D&ms?;!9%NHcX*!7o~w3&4%LVO0t9?$M0kuLe>c+t-DkZ@Pm z2}?p7o@6I0uZJC4?j9>?o8?e(E(k&P?Fv4`0K7qawE|zmh=B(joGY#ypGrP-NClL_#+!iVz6IAe1^M$cKkxXcT zI(Q&&34TcZ=4xQ2A91X%xr)2IJI}((O*o|W!;E&SAcnY~g{^>yasbrW!E&zrHX6?h z^Wfv+-a|bv@$#lSU1lOpoXXH(zRl^XS^G__Y&1-CDtB(Xgf~Lgtc^{5lWU}0xt4#%)HFw(9&`JadDbf{@K> zmE1%^Ov@_Vt>lJmH_3791 z_#5q^o~COaJ6qc#s7D)?JYk#lZOWtKaJD(a&-)}|=3dYhH5 zC4fS$ttqidXn-<>GmgYJ;S}v3Tm8%XwZ6cy#LDyFq!X*Xhe)>&%Ookq z>GOEGpN#K4Lp5_=o0mKS-6?lQfS&;$G+oXzHGtJQ?s4>oQrXB69$oe}bip2e@N z@KL^O!n?}v->}14_nOi*Eo0$wvfK&pBXrWeEJTDr6GIMke^lM#-;e=o6jeMH=B?Ne*C?!#pb`@ z(TSZ(e&(U0+5T2iB;aq*vor; zsQQsQfTE$Oz2mA%u5Kz}hIi3!!L^@7Wzde=H9G+9%QQm*wvC+}+^=Q^pk*9Jd6Z3b z@r9!~POlr@UN1TiGTQR0)x5i0EN@j5G`$V4&hAul%>4LFfTGt&s(ZwlZD{|nyo(_& z(ZbD$;b3v;1}KvGjBc{JH>L^5Rdi5z_nyzOux)?KACfmi$-A|>rTeF_*I|u&PH?vX z#gNTc*iGs;Mq)xeO28@HA+i{5_ixW7as8NY34|o_A0$oI$9$ z+Tjaf7Re*m2;HMp|MJMXe1jbrkCTkI_#VddReacqkk!UCZ3}X>LHErg*jgTNr`{JC zaxraxl{SbDpsl;Ej7}8SHE-;k-!KCAB?(ccW;oq?Jnn%vllE|0>zanr^*EMpl&39( za6}wn+ccUG&10F35H+eRwhb*74nM)-OEL8NY!@VLRouN)c8209BN(%G4ohiNdy#6X zp|>?KV1B7j3u_Ucrjuv%myee0L`P5$qFTgIN|iPPz&k@(U8vD>>`>yg4Re3Pd!V2E z%^FoePQdoRu(FO=0hzQISMzpca+1)lZ?|8sPH<~628Y2y_+*7(b1pL2YK6Qi1(08k zW{%4zjVE|2g653o>DJxrr!4vtpbm9|`=gHe4~P!1L^#zot*KJm z)_o6>D~irc_c!Sw<7!LQCQbGxUmvdBK`?}y*odH8IqUk21Lm#yg{u~cgObF_f#^j- zWWb~6-d$thV-J1P>lx)Ig`TzFo?wH=!X4=iHpIZNNb%rzt%J#&*E$vuyXtd)MqZEu zWSV3Pte;s3tt#{mtEDXcJ~F6SnIkl;>Aga88L#`nrth-(TA6oT*$rAYGUPkOWI!M< z@5Gw6uue+B1Gw63XEeblJ6NBivygZE5Wul@Q(QeJAu-m+=uXC-H`kpajq0tEySN<} zM7E`Rfxie%C=+)F>-*<@*W^aD;MDf+68LJzq?Q~!zp`-VJRPz`-*s=)oT^x6k5!>I zz!w)4Lv8dG1SV_}oVTJa5ZdA&>~NXf0hPYW~z=4 zF|lH^6kR%(9H&3M{LF1NRoy8n;`U#dq5Nq92SM-fTsuoM1J`}cnZ=gJ{=gd}CG6Yz zx&|=)cxzLEHD^h1nF@k3pdft|^#W-W+4<*zn#-jW&Q%;sK zdc_M|h+XYM!`XBg>Fd!4t{ssQiKo!Pt5ISiIx)(L z%&`)(?;7NTD%mB=P(p21N*ovKE6I_AiskI5Nh2VH$#OX+DWj~_&%5f6;#&A%GWX+VG>vb*Ib-i*oca>B}H0QpLK9e=FX^@zOtTztVz2y znJ{>5efaPjy|!>DWzUy{o;4uE{2+*rO9?D9hJq}19bt0nKWH-(|BN4QfAG=)?w6}> zjd%^v#alhKYtu}=M-ZAm#_YGnk7PS6W2^d z>B*GmT0{eWbhX#V;V?I1H9cdf@COuz>iWviG?0TdTPogXH`pHffRW1?z z%k;mmlK95(N@Z0v(NtTUVQ|>rIlu9YHo}|K6;i*?7c;l&XDBDyDjc1u5KloiWE}mB z@64az$$PaNSbT8rq&5aRjEtVKFAUvG9x9{w1!|0zXh@(N>w&F_uKGNh9MB=r|AM`v zqBnE5rmBctXVI0!sF}gNSkFEKTsPi$jlp&m7hS0?tJ)QKk7SHPj~m-D#?)VhGK3hl zq78#0C}p`rb9CX=%gd#S!frG!l*U8Of3!)udRl!du%Fziy2=5RL4t8T@jgn^%QeJN1*V03y$d zy3fPAn|~G;gGnHxdybC%t#5J>V5i_D#~5)n2EHIUSDnw$nsknfc74s~Fb|}D^>4W^ z@}}zD^q;b4`3E;(<<@kxpVIbrf-TH%K*P;Jxu{8gGKspmp>ZW6$=hW^s%kag@(erx zH{~k_M3IX+00R+8^o0)ttqR$I@chf&P3N;J3Esua!_f!oD88C$cMg6b)P?QpLh+afH=#dI`C8qh#DbdnavdU47wuq25r%o9S(Q+E-gA2Efpd(+>{-@WA(u zuBECqyaie~=mtW`78CGW;N_5Y?sV?Puk855kxi#w&VFU&E(*=qsjl* zx}V^_m^G)*>ghhct4>wz+S3uL$};FEL?}>DQ0Q{9lIl=UFd!%>XeA_sx0#4#R;RZw zWCz)A&QMUOIPV{5sEjOvw@GMcbs2G}>PeF0w*xqHF(ol5sJb}RCu4XhsPIfVNij_i z=<_brEZqHc;H%4&138?Oo!y`qR=paGbYa9!kas=XCX{J`33lKsALE65(6HpxFb?z- zE%CC4aUpVRuE8`-0j+eO!r%{l*3yzJ~hpq(`$QqZ{#zM>S z8u0Oc-bKZAqoe%oNEw1Djzk%vi5_#;U=Q$qAHPkM`yin4$`$Cq46Y^wzkO_!WLXLc}6{cPW{Nw9F$>;!`z`-8uy^w+-i#W56loXvTa@3O@!%z3Y!b$FNUN zs*zu4{6hehFx;K-y3^SBpE-15?(xo8GNIKr0>jVdxkCJW)oEL_T#h@E;Fp6;du|E( zz6ns>NDBXmaaG%0Wh*$ycSzXC?|y&s#YpqFFUDAZDC$H&CU1xx)5f^tlcRFVZ%^>S z=+ixT{1K7dN3}$;O$@1==2AeX-KD(qvL7{Y>C@B2O-4w5)>4sE@NTg6PJtAvZya9i zM7t}Kcm>X5M$E7dJ*;4nQ#h}L51<P?} z2={x>;Y21tj@2Zaz$JIOtaqyz_mM2cd6F=5y+i=mIkyrkQ2e#m&-hie+^+)`AuGv; z{NSK^MhL0IE8K5!?d2;r@2mM_*2-~v2w1a5>CTVUqefxBlQuc=4Vk}1ayS!geIT)| z!?T7dZfLr^0vxf#dInI_}Its^cEWXgJPSbq~K~yP-(8Ppr`3bjNd}V0%7S=m|54` zy(XT9dAj?E&G1cSh@q<$mW=#;w_N3Nbyt>56@OW)m*;-}iqdK*y0xwIJ+}^M)-E$}79YwAEF`2mV5C!$Jf*w@87RPb&~;y|WolXKnUa^MT@dboqyaNKnm zvA%J%g=gI~YPTVp!_0`E56~MU!*|pLG}28y+hntHHP~&G6P~g0+ijPL%d0`UP%hM` z{G6@{fhY_UxH}w^C`107AMXP%Y!<;Urg#Dyd4~;?|2#nc!g@?MtW-Fi*@L3F9{qFN zfm$wOT>UfVdh3=oHMBT0Aga3qD8kP3A-wOj2ACl$*lYm*XqIY_6Wxs0kgtJ}Cl+=j zV25B#HR0!0p&LfkZQbXJ++(dDMdo!xN&U~+7bfVKjl6oal{VY!q+I=UEA9BEGv!NY z)A;Q+WzA_gwVptq&_rs{{}9cUy~zIz!4uYh1olNg;0h##cgE76HJ zP!LRvIQU)LK=WYAeTbikPshBDn13*LaS@{^XRB@AwYM2AldRgkl^Kr+Q}hSfQjwSJ zqG9{BBRI0OAS8Y@n5rAqf&91~U+pIHFjzY;=*_VQIzL)1^wl?U>Mb8xe=3L}x!J;R z$d?Ez=TXbFZ;akU$PqjNe$72exTH`)RvpyF(7jEJXH^|^$MOQNv^o~=2j zLeN3oF2|+^LODd5l>sea__I=^A*&-y@%E2vur(?RvL5pXVf>dx{978rzfs>FRx%%d zh9VFJ<;K@KgnX>}KxRCHB>>xrd&uG_e%wMv;6}Xb+@5dRnk+9@KxEli??%o3UaE+7 zc|`+1Kkn~UR~iDcW&jeNe2rLMzd*(qwYdNau;t9EZxa6!d{vkqY#I_ad9~l>{p=Xs zI2#(H*L`s~`p{|TG;>4fJw6bFx8Toh=QC&1V(P>LsdYVnbhH! zJBSs%!$dmnI?XE%{Y2MP1OCgfnx!4Vrl?egB~_-tn2C=k)Ju7bE>eJTyu4FG6WAI9V$`t`U1?*Uqe=9EA9 zRh)!`y_jT>%``{;;gRT_H*p^6=AZVutsJIYAo6oJ)(ExoATTNTJ6kVxXVLbu8GZ6M z=T5(nYrQyF^(IN zsJGZN%H2W)M#ow0Gv1F%shU$Y`&Mo^j*VK?moIbnh->!R4zsb|F5aTeriqsRLES8w zd4A}Z0)YXOX8y)X4O0!`r;oetk>`J}iI-fLmk2po?K?pV-B`j;U!NWvE(Hu9HY{c2 zp&oP3y(bVKb?`dKqxF$aE+-YLpN)@hR=aa{JEV@s6nl)2<`h$8#^Z*=x}GU=cMpa9 zpL?6BcndsH-DCoIfi6btyK{W9d-w!1-s-{-`Ml?{AN=+%q__6;b0A2Ec}Um6&&Nqt zk!r?OzHgL(bnIImLN{_zX42wgAbvlI)`^S3Z5y^E+v9w>Yn}o@1dvKy%d9$8AEaP$ z0|S5zMp%zyU?<$ynvi7YLFuzrYW0@N@IKoYWNbwOw+}`9DQn>Py8f;t`#7vmBd3rF zNaABEU7Ab!$pvHj2a(X9I|0))R2GqATwY~e2`dk$P$Mv{A{b4OB&v`-EkhjNi_x4t?as+j*zz7+s#6)`k+|+;>I*8nUsgn+Tck-I%w`qSYaY;E3Ko{Yfn*wU$R0HW z?`l~^U**yl-azHLJz(mZKL`NTP0q4O$LW=Wa2`xfG&&jfl@rzL0lAU8$Iu(<7H8MC zPKQ|+XT~1sPI2ic@so7-bumi@1n_d(;tOo@>ZdoD*(82_irX% z3ZWCbNnGW?F$IHtZcY~R{Z4hdHwzs;Z0TR>#l6H%d$gZccZ|0W$8?nCd24p{4lZJw zwtN{7j;u#!R1KtU6@Gm}#r}BXWWAS9R2OGY+lij-<3NoNx34K<#FFCCNZ^764vO+k zlNk-Sv%v6OnPk!rXRHDQq@^PZXhqZKl}%r8aVMfI`su>0&?-lKa|%9_Ab8`0VT*3%gT_};6r zbg1$rvFENIuuEhye|B=dBEyhvbxN7iq*{Y(jY~6zKM@VD1ex8shi$1@hic~Zd8SSY z$@NGe-LpOhSzeQc_Np}BtowigpMsOm^4LglL7&9Q6RdEjeKnK4+4Xb+QO;sx`ZbN~ z>|qwHif71>#nLiuh0#fgk??#{jfqX&wDMW0*tH${#-top4`unJpr*@sMB#+-8*MB~ zP`jj2PMccfN!IjX5Z!)o;YS5a&-5F*_vd|$brRgKB|ki@_fxD~!pA!_?rkG?6Y}~4 zZ4+0-RSrYxi{)USF+zIv#Ian;_nC`>Rj_zSyxUHe@+;18{Ia4PoNhp;w$b*3<{00Wqvx>e^g5^lFhSHt;fL+~Bq27b>m$@Nj+jijBGiuMKO`uJn+q z?+MltBdCK?%z$FUqbpAooG|?N}tERV6o#g%%Ev~Nk6Y=#s?y>MC8Tq%ybIz9TyUGzEN!Y6t6T!Y254Tt5KpJgnRvAR{T zE~`m+%#e6B>}%!TZ^@bwOzuD*yE89ktsq%?xGvhgOzJ(a{0(rMCYHI-BCuPp+c5ZM zHNpCoF4?58?l`j4#f{yCuPzs1Z_QIz`?{mx(8Kx^QJj5XaFIj|p?%24>Ddvi#W8JBI<@di@WtKsVcJ-|RhgSysR|Xb0A32X0=Ixn2b8r|a)@lA;1EuVl7qU*(KDWVPa3*j9c8k@%b~Jl(6&#{hYuyJ~Cw%2+fKR4C zq8!G`>%}?JXYj>aHIlCzZJE)nIs&d&ZRfsr5gfMaxtg2G1=E~qvIyXU_^#q!kBoqL z$i{Z*6&>PqM`lz;fhdip)OXz+5gy(mTj*bkMA5NlY9|%9`i&H^auvD*l(e~Au7keC z?sdwKbf<@azCPr0tvwG$(@LjQw#$8rALEjJ+l}Qf)lO19zf8hC^cklqj^x**Dz#p_ zL$a-G_p}7uzL#TOKQ7Tt6#1wQ;v>_9Z%K#C zeqe7=ldg58#8VP2j`bZd~R? zma`P~1S&rBzt2usge_fb_XRgUo&#EXmZ=QE@U^*K&VS)!T0<35DMRnt zSEU7;Gau*{vRhMiq!l9mA{SK~?T^V09H$~MgR!deO;!B*${R?III zGAcfN@>V9*8NQ$toH0a6Sxh{n6Z#MO{?E7?Q{9aADWL_VT-!m&YwF!w%Uc9y)UWf`3-;|sr@U|$=p$D&LpI;} zG=-(JW>KahahTqx)?O2VAj!@Y{g8O65x%ih?e1`G3@##tP?|hrL&4^$#pzM}COFpB zb;9RO`Q)e41&$|%rTED*#IE15sRvbi8d418vpCN!hv!i(OrlL$7;m-zCa};OEo@MhF4;717j?QubB%d6itSN$N=PSVs!O3;rkvAbY@c3wh{srP6qgO za>}i`o(0;iz(_mJW)!||uk1H~MBb7W+>6K4UrP0UmjMHtz!TFn zBZQ=|`VRfrGq~a{9Kp$`j={*-<}QzzpsvUt6O3X^Xb*UPi&6PDEz88|VFHmJ*RQ{l zz%mlQq+Y6zYDG4Sy8Wn^2h)Z8vxCo6plO{3+nEsrV`U^5skKdEBS8l+vlf=DOEo|} z(uh~riFI(EVcrB+Nf_C1g3$MzVVTU*`2`$Q=|@nv+^a{>pu4uyLEw>Q;))n? z5aR)=BWW7=r)6^3?dZ~?tszkwS2oHCK0U6JNUgRw7sU&{@Ta@v4=7=i#&l zU)}HXP6yN-T&ZGP-_vKuK5z$evV2|;V>Qy@qx3w%g5f+&2=Px!QjmqIC<|`rEoYk5 z-gvwTc5{9ru)ZlFUV%o^~fRR-!+^LKG(-gu{hP>x7OAVKOT=b=tJ0QPb9C)5Lht;@m=Z#NctUWvFd=U6CHG>Qtx#%Jj{g_% ziM9i&sj@7-w@|lfB}q5Wq^&i6s{p$sx@dFI0eTn*1`iCyqtW8NXgvCt-zTA!ph*6q zcrhwmp6vv7?H;E1vvyb%2lKz;vedZqA<%p{ZtSN`Q_@TS9o`*+f(m#$pJjw|-aoq7 zzrGKp@y>L4?$Vz79n$eWUjMA;NJ1xOhHQ{$X;gl#QVt&;84oyiXmAiv|R}Z3)w&OTv=pfrbTcl~p8d7cc>s=gx!4emD1gaRV zPRMIw{uEnSg6p$=x-6QTlC=$8LHvrJw%8%f!*eeil-K4F+jQioVnKxDpp?`>PcoP6 zesj#56AkwodzLgX0)TjUm*?!)CJW^ghk%RlsN!5*0)3;KN|!BkD^ItXnwD3~t@Fw{Wf$yOdZEHSG;*3VK=%&eF`=rVTa341UVc`3Psvj4t855-0NFv8p6DV_`xNSo#o8V(8$hUrmRpQyyvnU9JN#)=O`P~=06uxjN77xV=SewUs!2>h3s8uX z2F*@#2v5|_MT|u~)TLX~emO|g-mM99d)k7}fqJto7w6U!A=1;QbBy`AvxzZ%uc0SH zwMvCxoenekM&K&t&E{Q$5MHdkm6NEc|{ew!IK|H@g@C?caa$1 z1f=Xf`-F(9cX??v^0}z6cE8n^%)$?vl1AizqS9}?s_kk%r2Aen5oCHYT+sWO$e|lR zscMTiCYv56!0xRxLNUCO$GX(p&*%NeCMs(LoUR3B9x#CcP@ioQ1vw{9GY z)mh)*h^zl^E(BBEtX5g@e?plSlGOi=5dJ?$(uME3nq1|Hte`&ae$Bsz#s=oseftfj4qXnWxU9kSaS9Lz451CxW)F0L*-*iAbeg?A5gn-#K3@&~o4ywknk|I& zru|t`EMnR6U_ngRiW)Az>Z_5_90ZrJM9;HhRsoN^6G%k1ov2SN`zS+x1W~=;Yy#R_ z0n&w9tk=&l_s!-}>TlOB`#TF? z#+L77mbw=4NwqCpgwWc!Ffr3b4v-#h{j}30b;XhL!|C3@U!bUKeB30Lg+Rzs|JI#H z)G-X()@AASTe-E%U!HocYfB!+<+^l%W^u$%@FP9mQ0K$pGWpiEZWl3BO-sKCVV2kY zB^N!F5fBMsJN1{cI?ZIw$0S+GQt#lFoy${qU$dosT@8*x^q?lIP|2QwJl4M}R+U?ZC ze_a0Au`|EtbVE9*WKl*%(}b_C(YV94vxQMru^(o*`*k-z3aIA_^T z>A=j^SG@i|M{$itaSL}%GKwa1m-OP^=e0zn;rkM$uXYV%;bop6o-~g zixut`4q?Xv^!$@NH}%eC+Y#2-+vva$o7*NJCw4Ml85HcscS#8amv3KYM#MHW>jAXA z3P0_f=?o*FoE!_7Y-*m;iv`EWTZO$_{sc)SE}|f@~Z)|HLT;% zqxdoCFqF^6-fE2^pco_>;d8_o>yW#J1Ocf#HUfDHguC6-BW6cpxah*qnlr0$!4^+k z%`fYk&`#DsMBCiev?r_6Uo}U;;KQCrKV_52xnGIiA8^G_@ZK$4?)W|M_;%CuE27K_ zb+<8fPkKs%u>GOgpf_3~bufo_dyEHwOJo9k(eg!PECSR5A!eB|Zum#!IE6@kBkv3_ zcA6;9{mn+_rxSKfLJ=~L^B#%RgUcLvNJ&Zcts{z)miYN-qYnAg6ivSPW+J}+5en71KjOA?tpp~l(kibaX!1f_g7zKyx4DwC0KqFtK`bEshlAE2MAWQ z)L2%R@|LFjK^zVMF{7H$gH)fp?zb1U^&d?4%yzrPXf z7+Ex2qX|{mYwSxAvo$Gq+f_d`<#EklastT!`jsmbC$T7^7w%MiH9W-ILv}} zK7)@WMCX!w#N+qnhn9n1WcTJISpLYe0T%saKQxnb*AVnhO89fv{9Kcoy_Ff^;kx}@ zV%L>8VqsB}Sd1~ub^B2r@E!$ZlT8cGV|!7WxkIpa#Qe-eyrT`Qu(YIaf7SZ@P%%LZ zuCYZ}FbkWi<{wj}9CT+&h;=_G`KRmkhoKMPsUHjJ5RZKsYH855iO*UEs{mLJwHd4~ zTF&Ni2*J5P_vi#QkTCqeWM5E@(^6pE*y)JMFp(M#y}>o@aA0|<%5UOdMxPA&E~p>( z;t-pO6S_|?bIqn^d?!zZ!DM<3BljeOT`GNl&L_+TL!Q2u*3Gu)k%J?lgZw1{8WZN` zoOPvuHy!eA4^-fWS6*}+eDb+iLALd_JUfiM?mm<)vW%AW%05_>vp)ms(Fq~{=E$~S z3;ASKn8_ZAxP*xGqz?l1E#-Sag35es#3+Ib~SXevE52Ft9%b{JSrO;^?WBYTc388f9>hnk|zd( zhUaf}`?=}Qa8AkAtpnB{>uT_s7+&4hI<7`An#TktPnl)XdVHa3{3pLfKW@kL277#{ zG6c3?`y<^`DqoZJzqoV)kGts>Fy14aCRXiuZ{qrS*T^R?o6Oi`hm^zsvs+TrklONu z*!rmS5HB)<$C1fTcKgY<<3XD|vloQFPS|JWPW3vy*_sXk1{7?EyokAo*;9yn)Fec8 zf`rK`pRj?ciYjWe=bSmic-WDTaXbJGxS$Qbnk)X&>CZNLEIVg zue`VT+3=O00w!K_rb=^!XCnToBI%9Pos-aG=>O}ftS@}t3b$d+4l)y`OV zD~ni-g5J-YQzKct^3uEoWHsj3q{I3_3?ctn4GIsqxhXeSH}thudnNo&BApyAmG#zM zwZcot=e5UZ7aLGR;N3RpL_i!f0dh25F8(B@MZB9irS86&F`yVcsNGT%&}6yWH3zT7 z#9l0r?aZLw|DmBbOr(cWWaEm_(-xRn58g5~Vj~`uf}Kj}A@}sn(+O4aoyc*$3Zq`8 z+@xIPVB(1;n4-rv>TUE}EQp@Fw-KPa#=JJo-Y%RJRWrK(Z32c+rlw0Ltkdu(t^gO-)YB2TuyCvBv$p_onZ~&!-Qd5e2 zQx1g{nu>e;25iDcSdadhSGn9|QIzMKV-p$vDeX=Tnd7r;hS_EyB7n79I3l z@2$JqsZQPB0u79U#IUS^=J%LCUPphlAU7yxvdT61p-1IGxQU8o_Q@qro&!|vJ%Jds zM&BU`kRRZ{^Vvnm&l5qo^IL>7?rB)pwU8}(D27W`dY-q=?ptg&&MPviIXB|oSSWR< z`t%YJO4WQfd-R#ASPQGo4esX%@P$8l9f@RS^D@D|6xc;TB4+u|JFApj*;F>@w@L#J zDgOi(&|TXm*lIskd#{5jDy9rVU4>g5ZZAdr4DiV*4d(&V_+{Ms(76Dql{PYp>>-=8 zJXpTM#ZwfZ7G^o8^*~d^{a#S;!3?q?28qBPn(YPelvl%w-_z|UMTvexgx{f9={-M} zOQX-rh6pb!%s8G?GF8ZW<3r-fc`iv-yOY&iY7x-}QNW|nl@u&o}XX}5dde++ypf0<4WleTw zU-{LK1Z16gsvSeg02b24CMjgoK_AUWwf^Ux=`+9mgkC!T@>sGanhORw#g}gC3Unnl zH)+~Z7cp1>fVyd$1{CR5qr@wFoM?sq$Aaj5p7ol7 z{yj!X8_JUtKZ{5C>T?V4e#QUFtKnf&c_#!0iY<%yZ#ltvflvi*b6&P*jRqfEUC~63 zl=5{_-#M1c@7lb?xkMLcG2zr7)YKcY1V+ea!U^-!XTG1l=fbgM!R7QaTmzT)|FwTag%AzdYC%9Xpxk{^;l&i)nE=-?8bU}q-fqvheONA5K)f^VypW%}t&G+|3 z=d`jGar}<0S>9LQhW$7zUM*)^ymSAcQ!7ml)dPZ>My!Fzm=H1aUtab9(F0lhfJlz; zZXOaqPQ^olkK#E1EADtJTuT>;9wnT)W*tsG?&x4b@(8k8LW{ z&&KpM7^#0#5czJ7vHsuvWDwQ0r6+pIIil;iJ>flko5Pkxx!F6}EE>$4D=`$fzi5TQ@5R*fQ83rPqFP{J#GH2 zNBS0CsJ1+1u1U%6CbPLb9Sh_(l#^t^HcR{xNR%|_%U;unP=<361fb3HX};O>;GW-M z)Dze-?i}i`LEDb$d@rrn7nEH8afqaVqq_51Z!is*2tg7+{Nm&|;r07%i8>Y{P?xhZ zYmag*!H0Yakf`GABUYIiZkG(dyMWepN6QYh6Fr^h2l?Rlj25X_h~o)dD1V6d|D{w? zswE9Trlc`Xd3n+DeBhz`yV+IBo4R1()M-E^3XtfX>Z)iC5q!_@xL9`p@0Vj{@aAn> zY2sxcgp?7z(0}+yfHGunw0g01-20-e(FQ0R3tqgh(4xe^BFB4USnzYEOPwJB?)I3~ z0Vm^%Mb)P+dJ{A>?z()je0XNb!X62m9)jo zNb=)riI^4idzCy2d)>R*Xeln<>m5A#*+kwO2Z4vVq6#5;m>dYdEQMVyR?mRZzyMtt|}1o&#iOPySyF8;60kq zAgTrqH%-GO(?_K}0MW_yMjwE0Yog_(0?bqYrd>a0gyg_tdG5F`SXcgc_4w;$F2H=y zR0!7P;S(K>&KscPqJIINW{^fl%VcXRtlc<3Yazca*Sn))!-PY~I=ZQ|QB#T?;Gg6* zBEsI*a!<%puO|Em(j@i710MMHqu%eG#;C{q7u7$$H5_R9ovz%DvOVzSq_&DJqu>7% zO!CvOq9d9h>uQ8LK@P`&t@BuNN87GKSWfXhIuVAGd24&w-<#;hRT}P~KV!q>V7*f{ z$&1bcnUj-q{prM}J?d)nm(eBS3g*$|cSP8yiHm7SDRV1C=lJru9#W&|w>{QDB1 z-(Z=-x?JN>#t{MwM|{ZoQsm`vkZ!*BTY)(NM@4W3ZQvJ%O83Z}44J27MY7pg%INj+ zT!#<2UB@}MGYOlhO{&TLVU}|&;paWMZl87VN-_o9tK-kgTuc4^TeMA(9!zA$%qKF; zx>L(FO8e{67oa6eq_-%iM`9NaioH+%@nvo?KbF;AXg0Ay$y=`W>}gd z>tmFa$@9a_DCANLKN3YsX%7xF;Eo)I^{)&D2-z|GSaaP97IydfVBql1W-^QKCt3K9 zWi8gYNG;NSkLfz}w68*^C(k2S=RSe8%jh&73(y6ilW!0Ohb9QL_)5oym2dx{>2MLh z@&F{<(XT)sC#8;jm9^K2l__Pvg{gVyPKFn2)x|OH`#=eh~cdGg-&# zJ>$`cO&NfzUODp@y5a{!ENwW8DryV+R%|#|0;a=MLy$t<$>i!VgFUPYUp)0>888!T z(?ux?DD&Si9qYSd&E@&`2kUAykuLMt7`{IMa!SGFhj%*QzMU%g=P~-PaG1^V+PP5kvWN}wtx%a`=oIS_q#SGw zi--=To*7NL_?_x%6{AJF-hQ1P??3JtP8y0)JM%R3W!0hrGp6XHRpCrHR{+utilR@6 zpTio0$!pvcrHyT0%>FVul-{+~{5KqFytAlka;ziP7#xB7dA$wzwa|TIa_4fEnz3s# zRLT8@Pp!hw*Ksfp8DPDIxYNjDD8_5RCeQr2M)d0H z0u)5KUW*ynV5HT~w!$j`zk>Isq$A^O(TJ(KmSuFzPo3?rXzFcchpPgg-3W*Bkm^=l zF`t*{pgb1BB;&JXsP{0Vn&G8}3XPHsMnbXD+^#IAo2{<}ZP4Ak)2)i@T9lS>_KaIX z+YjI^3ZY>56$?=xFPgv}qd$Rt%@0*$WHMMr9a(IjTX##l5E%f<8bU*?Z}DEz#l7It zPEPKzAUpD}Oa|~LZnwM|TZ&S6`Qd7m^p6F-T>6tLKl?wZbEd1dYt89XL4yTBmRyAM zx2dPR_SgDD&F91z;zQic(2F=C*LNW|0oH?LYx^xmiL^@c(mi!mek15H_(;}@ut5Gr zbYt@74?a4TNo0BtYZ0k+rSLLqEoX_5r9Y*f-d-s%dwKGlU0r1e*&9ou=lM(OzD_w1 zhK{4&!O2gxITSnC0aU{EJL05V7_}_T{%J_5PPr2l!Wq)=^=n@vW->Q}Q-f5v)?nrL zMtB$6Cn93ZMg|AU@H!Tvs*yz4@j|R?#l6{hq_xk}2pG+De|hXg43Mx_+T+~l^zY-3 z?+&i!gXZxil*5aRK-398%<6@r2UC9)E2RE2aQBr!qE9MTAWuABYZ<%R9}AtQEkgw? zH*eP@()EHOjrv`{6P1&=Wu!pRUlt0?WXwthw~hv5aa|M7c%2+i2E&kmOz7>GTG ztbVUGdPt%mUX7m#Sr@PC+HZFKjKnGW{nHiBs#U&PUmODT(^XrLX9HIf5-4bJk@C5q zzJcrK%dY@!$~Xb2kf*$E$8t@pSsV;371=tS4!0Prt0L|?0k=pG7?uRPx4z&G9OVLP zNVWmfCnJSW>E8_tE=&8B4$Z^}=|oTu>7;dwCrrzJG)7jgM4GBIgVU@b8)3D}$W>)~ z*qq-pT>($O<+oEuJZ#8sQ6Gcp(8QWHf^QXQoCg$o8pIPbgBhyJ?iv-C#gi(RKU6#g znN>{B-#~@y+i;`=iY0P7$MBvCK5!Ob+MJ>moIbz}*iYLo`quTa&+`W(AeS`Z7!3Hx z+&bPW=q}tGK}^W?#FK=DsOTAEibUcJt}>-P9kdEb_!;n!-vVlpoh5H4Tf+2-%HDhp zQn}xmEXyGKZvo1m&jquX<$hd4wtYuS0+j~f_3ES`*9x5*Z|nfu=^q;QarF#~YF^mc z!p8hn8Nse%Sz$4M*37;<=g=;X7N<{32XKGsuU=XUuDsw7UfSQ{-6k-u6=fFU7AZ+pP;pVJ&}uxYZWcS7v!oQS)2|sJF2G$2u@#e4?K-$KN)0{k%vOLmwuf#0)&hOn zD{M^6E>#)qWib)Pt<0%g-L?6EY~8^YeB2MG$x3>wpdhz8^0i0dVOtJUNk|>fYF@qY zmdJZO-xMpor9dsmqsxgukUb{a_i-~(*JNiff|hV5EWrc&V~_09+e<}XIKBm6Z#c9| z@;{ADbNif$e46zSieE+Oag9Nd&^g%QX{o_!3zrN(u=&J@^(~Bd;UBXfMLqgVl?tH~ zu!$|(yISj-|_fydqU-ld!sx?m%l|=i~YRBsTl`U0;wr_lsCRb=mCmOy#LFaYr-t=l4?fU6o}IpjmqCnI7w8z?wS6so`?5Y$Bp<#uh(G4D(wQ zDFL7CJ>G5GV&^mE%p*OjDJ6q4ltfwc{O#2YO+TPO;`o~`-;ot=e(vjwA=odNv__NeeV7swQ@xfuxv$%}z z29ZBRw=UmcbCVRO$7uAQl3LsCdiWcwe;{F8wfr)TN_GPJd2*0}sZQ*2O_c3nF0*a0 z^QetXxiHKi(`fW8`3vne)eZd6Yj4VjdS^os)bqo4{LAa${W-huw{cEfq;fjDdre61 zhdihPkO4IHyJHm{8ATRBDtb4w`SWy-ciO%~3QZG_2gSsmN^Ni{@W2UDF z$&*3KN!@MARTc{VSB-yk!A7I6kKA0N?magXf51Wzu+iTJmKS#0^#XWs{Ul`Zpk;p( zD3ry0amz9lpFpiV#R~{*4!&yYxR4{}*>_I-(LaPQ&wcPR=UZ>Obg}n(7)#2;qx4!Z zPyEi?^UXT^ZSS;Oxc}xC9zn^=qrC4ZVM|$h^z-m3-xy*6^a4=A%Nw7OFIwN(K&85# z%PRA6eoa#(#z|h;Jq3!r>SY2Fmh?7dU;O{Y_vIf1e{McRMICH)?}oK~(^9QZIRRR^ z_emkp;1w$2GvP(5GE%_RZc=zl?r}3|%vb|4@m{;L!WuNLl#lH9y1)&Dnu&>tpMSXx zUSFOCJWtsSQ=xTrb;n=RKFpaKKBMh|_@<|vH@YYr6UA*^}Fx z4@;DOEgjF5mU^D$dL9sRpbvf$p0nH@LcBv8n{nOYFi25O9BV$gU0n-sH6_9JtYgl0 zTd6l2wQW6bUK=;3%keOABGlo&{njEgV!G-ROKo_g^SRx}8&HStcRFnvI_2WE!SV%h ztfd8K4tv(Yqwv}h&Znqwfymn1Yh%p8=8#%k_7ilV&uAg(@Grv%m`!PF@a3fTLo@bo zmTWJlCc!JjIJr@8$KvoQm=Hi!%O-1$fq?C(;&ECF+PYtE2{-nGk(JRC6SaJ0E7J$l?gxHx>#HGc`QJH)QMKR@Uq_ z6{+1wLpV+2vQGJicnh#6XU**r(!ogK@O!#ze4~Z~oFTI3JJMS2a=WWSIEhzOT|5{H`sxxHJ#9f8|wVV3)jNJ5Qa_fEqdVshcOp}k6nE|nyQ4; z5JuqFB7DEr0;;O2M#Dmd;+W?)m3>&2g`X!`V`61Y2dr7BZp1hV17CZItReFm9t5im z--ssfRlxGHZGiyNMM4iiCEgiq!4*?Smi2XUH0kfvodOQxA7DEOBz7Nq!-)mF_ z^YZN)de}O0DnmNzs<7R&mBqVzh*ziNeZkMKoWf;Smuqa)>dfQTWq3eMqp737Cir@?n zOfCb~K__=i!Z7%~r^o=aBs^!h0JDkk=r}phxD>w%@gRtrU z>I<$&!54YBIZeG48Dt14p|yWN_Q2$p<07v$lpMzD8hNBZmD5Jnv-S9)mrFbSkRL;^ zcuCiWE!1q_W#7g|xwT=@p(j84tZ!5(Q7V5u{+L}!)nWB%Uk2W%3fa(wD)d>`)6{e$ zrGTbMN@FTKT8^f5HNnGoqm_ffJX<}(LXa9n84v?2OxFYbV*Q=&hq!2Pb?l4ymKD`! z8$sRV;w1DiRtwY5#Oci%LjqEQqoGH2?lGYV;+sP;;jP_L5NuR2d$=bf=8^z9Jh3Vi zkK#p0+&npcj3RJ-G`8#2Pv*FYn;Jw|tHAp6${SXR|Hf;4L4Fp`qW(+g+1ra;r!9=V zE?iciQ8yBY^+uW^?P>e9W+vNjAwOU@A)B?+H1IyFrRDCyI50W!D0zl()faTsS4AI1 zgBWF3E&q&km8m)(l_eGJ(na2(mHi@4@X(Y6NiS0JYH99tEge?hEGvYr{?M%5^|y)R zacrn0!iv=Os3p}!B^!ZP`5eD>>K@JdVFY6YO9iVlqSwm&-(nh-j+m0PK_vFM?~{g=Wt@cDY1o*UYzAW%8i%=BB^MU8-wo*{Tamrkur6;@Aa z4NJRqP0K3Yz3Hu!JIP;smt6dLry)l&D$8FV88n^Hta!AG3;6S9ISAxa?8p&aW zPk9U7u$^lGwi2FFiiLPa?bw3Jy>7i$Ar-8>KwhgMQX2t=@x1&H1RUWJZi!lnEs1&S z6*=0n->h%_LzVWX?)W>FE`&}5**Doptv4}p=Y;Nb$|UHy>tXbR%wHba*Bo^=(KO{w zy9``$%CW!h-F$#Hm8dLp%k4Ft!OQ{Hc0Rhpq}m65EHha#HpD+YXfD zYVo*;?CYrAvSNxG-ks&|op!k?O@oKwtENO}uyBGU^b2)w{s`%cBEb>?5aHAzX!puI z#OA;G(2yBM-e;c9&QV1cR3Pgg^kVg22{K)L^irmqf&qWk`qkPvB* z?gjyA=~}uZB%}nSOFEVmkfpo3JEc?U?vgI)uBG=kJm2^Ie-~zF=AL`br!Ff8kR71Y z>Z-K(u}VdVV&>im&77V1`Xm%m^TnlYX)0j}3$cO9;;A8seu+~|>lB$-Y_*8saISu! z+Ne8FgSUG8>M!@|?Z)vNZp$knC1TNrSW{ZL-fEx^x$63ID)ik_!%Y7ZQBAKgXjAS( zJzZL$m7b?MmBgb9faNvnccO7!6Fx z`=YF>7*K`Da?DKwz9`N(3m_|G7OyIgF>&P~u0UAF0eEquLirjo4J=f*vW8xzA|YKU z7gfz1p&+gC5Q#E5eoTppJOlYG8bx!FzU+s+KLFORfqM`#zxw6aF%B#eo%;fKmk2zT zPAy}JPB<|VTZ}(a*~PN#euS@GF!uRd__6(r>dz_qtQ9>s zf#?r8*%H||?loX0CUk(`h%U`5Dv^#O_h<~^9%oC9Kq5OA`c2!~f*=82l18Ub?AML8=@B*4)&RK1%7eAvfI8Ej< zata0Aj$}+He|V^|W_L40v@H>R$;Jz*;7-F~1TQEW&Z&M^My%kztMN?3QsZgL z2r9z)qVV!}coeOz%SO`pROl564Zq_V=(JpM@b9MAm^EwrX!$b=F;Bf}HDSwu+NdQxDh|!7?I_Ke!u_+@>V;^vfrIh>|X=8q>*&k&7^Tl2zJuegQ z45LC4TSDu}z4Tz<4Uk8&4Wu&+0YD;?dZA*B+BA)2UWj0>@PQuT)}VooI7iv!`-gxT zo~8}2Q!dqJBj=em*!)`Wx3SV>($dRNNO3&pA^ad3H+<;qhodzb>L;)?JeX(2msWUF z^g8e4Do*q$)bU6LfXdN%A-+ps5f6n)9w@JEYh@K{MOz`E z)aI8LI{NYuI^XYda z8Aj(YxqRK=OX8$GISOVgrQ3>%Yg_PbEX}>$ojY^r{WY3C6?CERJ`y4ky(4^DxtXbs zRd3|T`w8l^xKJEort*=MIZoz2%w5zhDvA)!dob@V?bepq*33mgFc{Kl}CsyU4a4Hf~aP&#ysQ?vuC5bvq~Ef@D11@1IFb zklcK3!K+MI=W6qKICAV-YAk_*$*lrx6$CxsN@@0XADQ*CkgMmiE8E?^EG<<{p4*D_ z)7zL(yh1 z9^@y1O(g#f(3}6GR=udv`$zsO$H&9QoN9^C_agX&BwoQkdOkIF42w)i!!taMGQWw` zlEC8t$~5_WIm*Emxvi4(kEvaZ+nSCLT>Y9G=Zn8SzPWf;8M(AY9`7?{2bA$-dGDgIzmkl4a2y4R# zSC3<~w1Ujc<80oVE_IG3b}o%$?$@{WR)hF5AUId{v<>#zn{NjpEz)5Ww^=dXerKYK_97of|j~jsV}fDEfDeK+o4Nhr2#9b z*!F8>R|$aSV1|l#u#$ES-0@p8VDUQV@d9}XWT1c8p|W7UsfpL|AcY&a-FH=kZRvox zpfwgXM8sfv;+HSHBkjU*G#*`!@AA&EF9iFpuc_GPwpF^>L9yh4krvR#k#@QLEle&6 zH^GFg@5ZiM1(z*cjza8uyXECM)y7?kC;nN^an}rf0(WuV* zT9)lN8Z~(GtCpXr70uuGiLmeHSxB}6OsL(eLI=C6`oE1+t$A&v|Bg6t-rX4Ep>U;c z#m&92*WwxQry;wzq7Q9y%t5U*;+3NSkfPkNe^IV4sM_rl_& zr37`r>p93}OgnO9H6AJ>_^0O@KgyorJ>8OC_ITMK1a|(PL1?~|VeeQ=tyI^l3`I=} z#M!HKJbFXBSVGWD8f$jtod=jCx*Q}hW02XyQYHES6_M3$W^AIeyx%{Df_6GdDmOVfGk{$*%p{3C9GTJjuVVBx*;f3t z`nIjA$W6`p<3IhM!lV8T4cl#6K0Ef`W>SjM9PFR4hgYK0MVGva-jaRmGwCold^9bx z?RU)*bai%YtvQm2+UPkf3`)f~G^opNq6<@aZPh~|bYOt{x$SUe7*P;u0$4yRj+djp z3@_1MHM4kXEe=3t7Oml%^XW48;OOyCT>q#tNTXygs`%RFRER_u*U1bd-NzW@Q%7Z> z0eAZEZq&i!CW<4)(RC)|v9&!gwvvu9XBMp^O%b({Fj)4v9F5u$RxnuyFtal;dc4%v zdl1y&3uQiUj}3!cD`W|epACFGz{0GH_9_sC)w`>8Rk4-IwvZvb^)>+=YOJbP)@v#&$*hD{7+*3siHIayS( z-Xu!ON*d@lU&J36*+=`)w1-OZv!PsPU>TRFnbv?}Yz$@h3LIGQnym(!dBSv*v z+c%x`6Z;I6YE3Ac`wuRFD60jDjj-!BEMs3`?r7H5p#5=uItv!%UP=k`Lq69sP$oDF zK@oZeNTRwD#CEfp5AChZRi|$L)%TZ1(0T?*5Dx-kbK1II`u+hNWGyI?aEx}{mOlI; ze_KBK_s`<78Ag=U@n=%>unq0d^1iKcS0Pn&y?WiLC8Rj0tk zHIXH%R?Ih4pSuGcvd-#*-Tm!_vi6$b(IVW0tBaQ(+Ji?~050^F&&y8jtA^0~>i(~~ zE2f!tkEiZgs9qw_tP`G9S4B+wN2Te`2}=QPlov49OyFo-t5b-k;t$-oK#y0$wZ|XM zHvU&WZ^<}iOW|%e-0D3uiFK=9@DbS;nuO=o5zoA#Xu;P`uN=h`&R!b@aTVl-Hr876 zB$zoPEB}oiRqvJ{EKi)C-g8dK+#(>{U;%r9W0GkMAv&1N{zFLZ`oq|RwU5LaR|$Ec z*Ym-rY11$>b9iF{A14yXdew@HO6o#Ta@J+WgJP~l2ljC=0Zg0R;3BW?IuOp4XhqZp zH_`uRFyFo1!>YcxZ&mt34~^xt_`t4b`2-=#baLrC1Fx+nkI$2KhT_QAtV$8?V!+tN z^W*;Ce1-MCV;H*E>2MM|-yys6%DJt5t37qbVFX_!VQ(q7RH2N?!4CYIm(2THv+1HV z*~XtUup6)h1PxR{0Qwb>J3HQSi-xN-j{n|%UnOhILj>Z`$;@5m`{cL?v%qqHI?>)e zWIdejGySzPgTTUDSCkM}cWO{jJM{_}6RqAtEKu$$&xX6%0OBA+dBxFhe9 zqc?w~o~PY}Fd^S%)N^?7Nk)~WtvU5TxSo(@q@I^jPEHcaMI<2v+FxuaCw|fS-iI96 z6tgmDxgyzwxskY?TxC@rzY=!l#X75=qJ1qCtAl%bE?}gwpQ$;eEGZiSUnL~3#`dM| z)6OW1UB*i8?J5G~^jh1p9C6;xWDHkL&!0qV=MG6Do` zbIpn`WF0$Tw(Q`!ip;bW7x5!r-LHMI-%AGWhu--m>`!NO+xNey zYrQq|_Um@@4KhSwSNqr=*S7fkinN!oXeD%WE7(?u99?!5&Q)dp^cqioJ_zqor|H-xvpyy?5CI2gp z+V?qE*6VmQR_r4Yr-<|Q;inhGkk$N@d(l^;I!&qFnU-^FT(jQDfs36rakPdaS?6;U z4H5dqM6U}~n6x-yr^VE)@ZcZaio^+Ddz#}zP~gZF5fsp+o`pkv)S^&0P5fxQWSI`0 z1K8epp*NV?F8~k+2&1uiP`rVFhH4wY<+Bn1T5c$^>GApuQe(OdHLS^9(*KV3aB+uy z7ym0V2`0#9-Jsq>5Qa>O9VPpC)EPQdT9J_l{x#;NYlh~N<}*TdMD;xBp%vZKznhFv zzL+WkOMdTtzHr&_5xw_mzopL-5tQz5;+`>Q-%`1~ddhl$#{{Lx0;z*n3q(D>*rjG3 zoT0Y=dcIvFkM-4m%=^|aOBjseCH%&HW)u@)$Yu5UACa1z*JTM!t&{J2)|Ai3+=Rhn z8I?k<*39lNpcM1Zk2qcBv9Y`{BHlsU$dNm+=cwfJN40BznFFpqyN1

    {EsxLiVq`@14lHFiiaVT06%=d8z#;+hpP%7DSV+*)@vZhlq+ zitogBjqP{}X{XOBGNy|QGkHWPPt9c}eX*BU^{O;o;*WM(%t*T$ys{)OL6=AR~G$7$~7_Y|x1&q7oP;YjTk%rv8O}Zyk9z zg})}wlnh-~{o5u;x6boyHy_k_v+TM*ooD^y#bFXXwDC!oxn%?Uah3blZR;Y$ z*WNAgbAX<&>kLu;o)~ELN>6d__#0lw!pPI-5$tojABUt0i~yvo(d~%v)!*a3rTG1K z&;zMCIm9|#*G)YSdq$w@&FzwAK8Q!??A6-V)jtj{^iStekPhL~S(Tn|v%FBQU;2@s z?3ExMrX%YRqC)n=4<0y+6UE3KuJgjR-~Y6g`?$YS9p0WBDj4<1y&5fwq#u@puZl+2 ziahy%TA}~?WfeFs{Lo!B>PZ zY3-TG&PMQ*?424sR!A^q)<5iXSqmvd{h*JCyw9Dpp)Fg!5U&h^TykpC%Y`3HK2?X) z&`@D^q1!i!g3sK1aPtNjg%r>1$5Ph^T4;OkEjL}JU)r{K7WRkus^sA7osC{mP8F1Q ztl5w%(7J!;alcG#f(0J_+5MqkgxP&ifr?rEe_-W11D1%!FX&8=1{3P4$3aoz(EPce zs@`qu&Tu*8;}7`#KLYv48;DV?l`QIynQ&9}6{bm5c+xmfeTCk0;wn4!3)hN3i*Ey` zsr@f2S9iYnRAWReO15dm`cd#3yYE?snclg(4@P|hHa^}M*Cm6zIr8hZEWYR3@L`Xe zUc+Q6t*$X-G_0RCBX?uoW{im22#9p|g(_|>@o_~4wtSy0utLTW5g(V!A{Dg$gAZk+ zk14d^#&fr%O#M`<%COE1?>rQrUC3s^1)ECWX9G2tf-6JH4dzZm(-_|0mh&5>4Kn=E z@V@Z5Jn+Q!u9_KmI5zCypK&IZVt)EvsJ|s1KlPq*`Xj1C~mMLnZ zsv_u6!PNTgCdEU{{@;r!`C8~JZO2}^r^G!BIpft-LX^uusjbcX&z!4>TC{bQi>U@4 zND_;HIvSa;FV?u#kk&lPv(SSJ)k~rj4*#_8A+s1tjyQI+D!du#XU`6FkL9=kAnHXJ z!p>Zj8Eu7^bG6-1Zdc@2g%iF0W&%+0w$0Dg+NdvU+i=dh`R+v>eW7 z_Q0Dw4c5WYn;&RZ_ja2_`?l?U7O3oxanT z^VqRBevISoVNCWLa3sq;&C95<&3)qRFirUTu~>x5^?Q$-!P{hl=`npJ!FMIfsp&|E z3r6UcnnbP6`AU~^4kkI4BiVK#;w#bAoj5x(au*aPy>_7@qd^J;x zI{jh6MX`mf%W7SDye|DeZo=j+rH*|SEXy7-uLRA#tWuW@K_x z`r#yWk^>N3M6#8=&O!ycEZJTxqK}|WFtiC)97G?pK)lqh9@yUSE(l5n*WiWAia9%! z4k}U*7aK6Vun4YM`i+s-Ug+sh*#8w;ZWRC#9g@8Fu3X9%aqs;0#YVE-Po70x#I3&V zy5G$!PV4+`;*Ih)EgPf<>f*zNoPN2&MpaUUE8X|)KImAD=|i;?AhJh7cQ6!&CwHCz zS}$cWXX{*R`dX#9eJ8IShV{dkU7u&PX3Kj5=9YsugJXd78qc2TwQ%>^vW||_yBGbJ z21Zdv4BI-Zz^ab|0NktbPt4I9wjRQUfF8a3YAzKWv|IH!vX(rb(dz0}yZH4n(1Abz z`%%0Q^v{Z+D{3m~70>R|!9pIK|MA4)W%9{#O`hPWJ-f-!E`6Gd@NT)GXx4|5xI$^c zhQsSbbjwR4vaO794ondiP2nebqa#c7iveO->M0llH1es^ire6S*Oa<&pic6vJ$$If z@_Q%S6dskT9--&t@NhMH36TGzqHMhE3HxWLWbcm`>Sa0}qTGtSpI7WxY!i_k&}+gO zMFaW#KFmXTlMC(R(wco96x~P?pRb6xVDaNBoU2~{O2@tA?NV=o@;}*6-KEOKmdwe=%B3kl%FgFx47XIIEI&g-a(Ne4VDWi|J zk@q@59%<9-yr=m6t*ubSgGbt6Ub-bc58-(AN`W_Bzz~gWB5B&*ojOb2wps+@tYTqA z$iS>hpCg+jWGhrT^6bqA(a0M8jMqyR3{K2nZodCvsR=y}ggB$i3awa5B?O3Z3mQ_| zQDq0@{(Cif|IpFMNVGAxj|CT8MBYWXl$z?>xO}MCY4Jy>dBb;%yNi6dI?3Kf$f1$S zApv*8*ZOj4a2)gFDTP7XFgNKH)1QQ-r-=OttKePtw`4*eZAIQAQ(lNX=c4_yhV5o5 zKZK5R-%}tRwes?E`b&2KcPp`Sr;CeZyF}}$%C^%5^oXCwLbLYbAX4Lh>ue|Col5J& z=)hH-cdqRGys$VsbveaSFeP4V2+OSB!gcMf0k`^D$i&k0a5JY}ol-e2Df|r*lE=zb zq#C$J?b%jUec5wMynZ10=@Pw0&nf4Yu$HvD&bfC2<3OIMB$v<)bFwYF|Q)dAx5yr%%N&0z}@ML|w4I zS*?lbEE$lysVt!_k_xTrM=}xg)DG{5WXAUS)qv}h<@VM~P8x^l+kt`$<%LY^no38= ztpg3!<`XNAE>voJViK~ySF#K&FO(8S>RrQam_NnD6X&#a=t4 zG`y#e`l$LHvZa_ynnfjm0S8me#CI^$U!Mc<(Y=MOC-(K+p9=uQMq^FlO348eVWm%Q zH@8SNCS#baY>9uhrf(YoC>xV>k90pc+u(lMbjSM>9f=T?-*;rlO!s20dr+t0H=$z0 z!U&QQH{yNRLmB5TMMtXQj0??EhHrP7&y!(}lt=w51toP%80}nujMQpLbO+CWE9#xO zw+3~YL2T1;m`a;yi)+GFCA@-ChuB$*s#nE*%rn2pv^=GibT|J&H5ZR6aI&`XO%HI**1I_vxA->!o;3yi}jGRO(%-I5+iO#~ii+oP_ z^WwHBV>v89E0{BB&|h8QLYG(E*b#kjg(SWXEg7#HNHjW_@VG%Ani4Elzu#=-sj-KX zq=Y(IV{Ur(K0ZYbMUVeiG{Qub^Y_a+l#5NgOXVZ*6GTryTVQ=IDJxXScNAA=bIjH^ zJqJ%oyo5$kJxYS5k>}G%t*AB0$OcZg(^~cs{F5izT^*Z{>k@RwO|M3E9Bo-jcb*tc z;ge*(c?^#a>^(5rA`ZAH{`b5oj6W@;CBOcQP@VpmlD6mKY}NHHz+~gKi1%?IO7=#8 z$(^jidsgg*cYYarb7<6qPrcBGf%~gKL)*s>1Y+ST!f&xEW$)i3o%O?ji9Rw+be%l53NIf^$BN0NQjrS`llF5@Y-m-H?@#>giQln5 z-!>eTg?paA^i82Oj=kn|&kuY8sP5m(|MBp5JiF}k?&y`^Q#ybCjsRgr@zhp{p0PyZ zyq(}FMgJqpLbX2TQ9@&DfZ|-gCKPQ!x^UR-NNM9je7wTt-6|l{JW2W6>(%p>F{-4l zbL&IQmj=x)@x0fcz2o`Ip2|iQpFa>2?l)v4>W^J@ma@V{ox%lZfO5-}l}79R&_aIq+4`A<$TV22 zZx;ZB)dwNMh;4?ohuvYm-{e1grfihs@{-&x!XY-XHXKU_wF}YA6j}ZqfYcl^e$iBG z1ow{#Uo3}ZB&nl?6K)&qwzW6F-)^$x82l$2-h_ONxplYS?Q^Lf<%>C(putq=e0V2U z5gTT|gm1OqFZ;A#nY8SCcM29d!u*))Tbghca`!dhJa;hHj%gGLcamMYm%x3u-iy}n z!)y`a?ORn?S(akLHprw)DCi^W)V?J=^Ym}{{PmAw%Uu%AOQG6d_s6Z^*EZ67;!^jA z)gA)8yB+E}-Hu=fwi5D?MPTyF4BYaLsW(Kx|38YhVyrp;v&mC zLUKSJ@7}$GUSUK8@wx58L5&DR9hAor@$~mWW-5zXY@%{;(Z~^=a>rV{$7JmfZElas+ zG7cMw=v&(AZBHimxiT#1FVLC=6%eD?%m^8t8J^YmM|^d})d_P7k?tWr6bnk(A2u<& zv&*=S|A*)rN1211({_aEVEH%W`EG7*6SX1xx_b@dkr@ArL!Z)@(GFIuV%NG(7ADtj zMVjLQCGFZ(SO^;RwM7%0SFlw8@iRM_nQkA3!&rn0Up^UbW4yV{MeAIk73iVneFm?i zN-OrMHocAVtxp~92k^7;pHhi@(scfOaZMXpU+NHAEySb-O+WSy`m*V(!+F35`8iU0 zOL%=VB+TOIH}Vv(Z{!R-mJGe>b%D0p9=>|rg50l?f5EMAMuOb_bHn+nCm(f3!0pFD zxx;e1{*`;y+TaHl|`)1h>svy;i_QTEF>yNH0TEgfOh#z+|?=-mrJ`@QljD6QJ_l@Ypc1 z8978F5K=WL`v?TX(X+RmwPC5f{fSOuhBS4ZjHs1m(e}k=BEY&}(W)iocYJ8$ z#*bLZbAhVwlR&Mu*qIS{h7;~#_~?8iF=`+CPcTI0$Mz2`V|oFR)xXk^2RhB%3K7+_ z`?1e@R&olhb*8)zuR(l;e{PKBZ&zxREN-*&n7rl&MW)7&CqEN$E!1y|X^*k0JDPv; zk)ZkwjoLElxzc`nBJkBoqW{aueRbz#U;(2``q_$68s)M}t0LYC_FiGz{+;S{aa|(? zw%3F2`)+HeE?)7oEj`9UTPB;lxM*Weo)&3TuTVX69c!t^z9TKj;C8?SUU9 zBRsMju5fy%%74!%m~aL3PZJOeh4j9XKgEJ z535vWV+X-udvNQWkx{9L4~HQ6{~Ud$*$1y^o*7j8#^)$H9P#O-EL%a_I_8K))5plDkRkgpH+kk!Q(>R4VC;?FXv?QwZ7uq` z?qV-O-Obnqi~Qw-w~*g?liVKPX!9U4k}QlKMEx9T-clr16~ThONNG`qKWwP*mI|e0 z2|wi&MsZOd*b(SV{Hj?tr5~o>Ok&fQhg*Anb-HF)sFY@A;A8|y|7%?iHK_^^jD2=S zQfj^K9H~-59-rpvp0A0RbR$@IV!k=ABk+HR9v2>c16WQq#$v3?5&C_{Q2m%fyy5YN zaI1x2FL4~p4(_Z49%}BRI3&{kY+6G;ah^-ZI=E`9w1;m+Gruu3-+qd$siKTm}WL+K>&Z7^}d2;7fA(>SQbtgT$*oj!a5y|K#w_<7(66Jk028Q5;U6^Ung z&{u1uYIn04)a--h@(-J#;Enq`KR?5|>^5p2+0J4BzRq$#&?)XrZbu%{W$Cb)wWKtV zwM_Y7Bw+w=(0o0o8x)@zLBjWDPd^?tOXU)07ap zd`T)nzVuVec{S)9vn^Jq$66Vlm{+!|ueRo`4cfsu!LN8AcI`cf+>n%d?ns5!?|^{* z{PK8KoG8v{#cyySb1uzT9y*!7-!qb{}lr&4KPp@ChIvZwS?NF{PqBE6CDd$Z$*n|22M z(Vh@oqKH%YuSGji`NzL4E{ucafQ z=A(#NmGn*qlq7>Ey}zUfplw&ogZPa!8O7L_kU~4#gxsVFnt#ZX-{OA+`sxV=Gt+C6ms9Dh zjuvS81$QQ|Au#6#mV`>kqak`V_j<71>K{|>(3nqjneZ4ZlenPXfdhm$?}?cYq{_)EigIic#+EXa%W%?e_U=&&}`SV zX3~HIbudYX05qi5QTIjsnnYqqt|xEiNx+Ah!1T1nWhkCxL=1)M?rW?*S*(NsdlU2a zacun9!xn4RAec|j)YJXgdn-Km=1N|c_ftKcx{Lzt>(VK_=`oP32<?3|P3 zt~Lx1o-*N~+zkXO(24B2hMfNW$0eSx4u5o>IR7u;nkyah_-Wr|OKEB=7Zt~n+2oI* z8ejGSHcsJ|+vU4-)P;EzCO)u;?26zKqmaSF6=PNCE}$YSdy9-?SWo@L zrQ|gW6<8z^aBbmDlZ^B`Jwdr6PcqmC?T+J0$oH0m_NNAfkAZM4JaV2xR3^TYW10k$ zgzzpw$*dDK&D-=)EWm)h;j%NoVl)vw6DImGpxxs9iCfW}I zzRX)aO-ZcsL;TnS#Y199X=$>_Bi4FNoH``OEk#NwtvN6{6=9C}PqthYxo=xa-(yIA zQjubt>(MF`8N0|K1dc&$qh$g;0JI-=&1hd1HKewuq51dFWV3#y_ePkKI-~Q#{oC z@C>25hLcYexscY=v^C8_7y@b%&pm1hB32M`!}ocx%;n%e*oqo}dL1A@?sRdCpPP$7 z2Ht-wzHKRKhl1G_@0*1qxW-PH8cgOfO#X=9$@}#z_&`~4Bx-BijRVpzKY$%xy9+qL zibwz_mXTH&ERJ&-dFVJ8+2#Z=+=cl^CTBfEaqga@mQkK$L{jfZD)mh6_S!SNlVv-O ze?h%gpKo+=tOY3nOTx4LqKw`Nj5|(8&h-2y^D314Cc)?S)qn9YHWu(U-^T4iU>#DM zEQUB9PTnmltA{C#xJJhgA(j!pMbG?6bz9{<4LlRDVk2}#u@h`7jE9uxSY)pXB7SNR zvn~mYl!>I&n?C&R_(yPV)_QXc1{&kQkM4-x#0KY?InH#fJhTK~i<-A%Ff9M-`##^+ zNP^~8G(0$Z$y!}^xu3k(bZN`x9_jC3Op-{$T`v~5#w&*LfvGH!I9@wI-Va#bT3zf1 z(odI@cu!i_?hC_79i;p2Tm>F@04cELmR%OVWS`-q++g46nAeR%3V@nk%mU6hy+1W2 zNc5||14=eZh)y>4FO(6oSk^zoECzw_&po$(f}L z>A!L{O#_GSK)Q?lTALiPOgQjZ;6!hy=XnO`q8jEu|CL)X&+KU6ERd~~_+_u2)s`4@ z>LnPAaigQDZU9fT6usu9^qFSB$@KCh8T*VrW_EfKm$ArC>xD+9#WjzJfpEQ|S))2= z>^PR*haPdBw!<6nH@Nah386;ZsC{9VFn}hBxT}S{e2wBRhCmEN1;K-! z@Us#I$eiddR-|^??K3=rfqAbFQ7abrn%ahGU9RBQ4eLCnePG+?wpXV=F^j_=|4Z^@ z@*B7#XtwtX6cPv(*aQ}?W6s=bw%0->&YvjAW89?>c9 zv(dEBC;Q-C;J$%B2cZAa#z1z`(NY}DlO1Y%xhvZlOc7_HZb(IIh?UU)!Q4fWT!*5p zIQ61>`1eEP0JvSp{3iz4``ySViwjtF24%)(3j6y#i$Ot(zMwyXYZEye4KCY|Y186* zLz;0?w)&n>zC}U(#_JO1p2zxK&Bz3#Wa68begtsgzF|0lxKICL`J@mbRb^c$o2A=9 zABcy5a{F1=gcGXu5C8J|{i>X;ALC>EDTVxVRfZ67w#^w-&qa?p=*9m5uv5{wwdRdI z9U_w3Uv(Yh6Y16OSD@9-B;ZOcHO0(3Nxekd(Bar?eRW|3W3o)B&aTWT3)SpM+iuig zn0*B23B?kB1iHJ4Gm zonR0}z^!mzBo+SMd?sTCKFzIv+aC5*?O`9-%5e50aE@a66aRmz4-_go>Kh&g;?C=1 zXN8Ds;MD|e10yZgHEZi;t*0&^2^*U@i0lTpdHR2HGt9`z8c66n7X~<89mhGR@((+W|9#xwiW^fv)%`1UKL_9PgPxl~ z@Oih^|ANgVa=A{U2gJ&de#uM#iJ^nYZfk5c`hqWC+xPbaDCFRRV~8$Hzx|YX=X~vV zM}ii?D%#7tACH4_tJ{%zzt%8EYe!hKB3N);#>Kb|Ty#$p{4?ap&ZVlC{-SborA1`C zB0Kd={J*rRkdSnqzU%%6|FoZ6&L813C4kHyd1S;#zAOP_=E((mB8VIQMWOlJo5o4T zmzy^A`Zond^X9L88evrrl)ERq3*bgNbHl@KPLdZ2`@T_IFW1lM@e9z;e{PD9{_j4p zQFA_>Drt!DP)`lgP~=6wylOwj(%1dxznodB0*au^S25#SA%6col&K)lNwW2j3jL%- z8-7C3%ZE3sHzQn|k2&TMD9%gp3Qdr%@zpUqRHBCd|0N|{S;p>>L1n*9M32c;&Y?>O z2@R{@NXVXKU%VA?ydS%i83pUvZe@xH)=4tluEh*|K^Ji+d8umqR!HcH1Iu82D)x{e zln_KM-4PNh-)TJl#~Bkf_MRn-IBi=UYUV@^6RJN{TUeHxgj$2vP>k%Xjke3YlkLRM)%K$+Ky8U!5r|F|e@ z<2}0}Zcc9_hyUd5&yOljk($yL87{ERzI}N&HQpdE(LPVO(LE2Pj%8VPmC>EFMhL6i zuX41O_Oj-lB4_M@mqR-kYHm`n?-sX!%A7=J9hm|pCLmwriu6YDgX+*>=c3Z|cGS{N76Ct2Iz6rmFW z2xhBaW;`DIW?rN!L!Fm+38-(5`KV0XrBs$NBAMt{U)M29bjOVpbj~>sGLGVwNK3UQ zdka1?-g+|Bck3xYd}N0q*x*`b&Gx_Ft~NQu19oeLfu*XF0)5-GfZ&=WOO$6mAA;K0-9wGE3{iEg)( z9>q4x4CJNC65dW)Ypb;AbBlX+o2esF@CSk)c9a}%%@qpT|GD7^x>K6eRtm=XcGFsP zoNTeh6n4Uxy)Qn$I>N*h*u)J9ZuqVC<2krsClRKag_>qCfszV{mrQ8jeEK<1I`^-D zqq(P2B#F1L{IQ8Rn#6xzMLFx#k)yYawr&+N%#OAShJWq%Ft+4kIMSu93Gd+GVSl1rYre8Zt+j8n zezvoWF5ihuoF#fqvbvnq(=(q64Ibj6Bs7b^R(zBxE-s?QR4F7v;HC`e8)ga)oCSl z#x33@BF-l>(AwRf@6f{-vYqnwPn{7U0egm{>ZTSE0tgVfQ?j}rV3I96fJu{VvByH=T zw~}-M3lURk%zOab-JmPw(bFcwpa|@61>M+(8M#LxruTQtzd~Nmv?sBMu*9%bVehXn z9RIrAJXLtS%W_#fse|DfX9~AzVic$U=owa&gUDx*JM2#jQ-j-z;&0J>>@{nv^CQ(gE0dY+(&n^plKp`)i)tPWSI6q1I7bvb*$NGaG)uDZCQ1? zA?1H{L*Bo)FFsfC>MB*K?&12?Awwt)T-3baXwu;DiB2JVqN@hiLARl()bCqpn{^WO>$5^c?Z5FD<>}ie(V38;waezr&svsrZ>_{H6b!Br zBC_|h6dR*}E2Cyvv-(g4#sp3EI7helX+a)B9AiGA)=_Wdo?FgQ9G2v0-5%CfckWrb zbPZt0v;l!J*DnDbfg1dM2AA8I`V=0E$V7-$*UeQ;Dqbh}=M8Sc-Z3#V=&LvU;3Ra? zb8?rSR=o`fROHX5u&vgr9{a_FXptlQBQfP1uM806!4tn+j$b#gc-%Hf&xrFdAGw#l z15wcpWc6tl&s>^VZ^aOu^w{5%#!aZg4?~xik!WiqyC$eMScgfkTy7xz2znp*$f8T~ zE$_0$#V|ka_68Sv->lW6@Y{{3rjpF36Q+n>t0*B#x7>?;#KCWEQGOECivIEgX5J`& z6Df?j(?bcZMi70FpMd@SXdMo!YM*S|c`a`@)~O5fzW7UhiNV-Bm}#JZmV071RiLsp z8f+tM_7VUjbne*_J^pU;NiiYpj$qA#Z_-Wa1~G+tXPriJi}NyeS)Sp9{}mPc#ZV&B z-;2!4=kb`|D6NpdQp$KVpNDO?%CA{pqkzKARh2@_bp78>HAAdCv#9aQ!?dCYlkDwH zj5+gu^051E$mpwfno=0#^?Cm4y@O3m%4!<6WX;lRVW|ceyb&&us3tiV(IB+Me6f)R&V1;z z`gM*Tqctz!wiA$%m)9&k?Lz+R%>5qbF8DqAav7WsN>w4ayKTxvg(@$Q8NKEa@ap?x zfRKjX>-9{ziE;kC`4d!CrXw$P@YkVtFPZ6yKr@?4?oy6{8U{oK`A;K;$i&OE?X=n9 z|4qTp)GPNc)7P}wi$;*)Wbgq?34=~XP><fgPG6xjJ!1Mt!7$038sD5^k{^>c z_rnmT7BOI#%M!~&+ zniCN{kWGbiHz1Qy{ID<;a`Q@2*PHbNi6a-qJ8;57b} z|1Fn1gS5h%#mtjR|FR#0X4(5`Jw!`XrA684hH0;@xSdUbF?QsoCqpSg$D!jxU|C=k z*-~Zcgw7C2&u|Hx!k-~7dASiG^up1ae~|m%SPrxoWwbDP!U|Slrcq zn$P>vp#!t}N7cJq6>=9`aDdfc@G(y&NT2r4&F$4^K!>DP!dIuUohsT;3Y%#R)_eOdL0mzk|JgLqVu;nj#OSl6X^*(iY8LtKmoSmZ&t!S!IAPsI&J`i0rs3f84?B|Murh$FaIb z?gGx>c%PslsXnn0`?88>AWblj9*&pd$3eEaeBmgaC?(@vVy0W{ivkr(!ipkdr0UD$ z-7nH18!He&%-sn=L{cA@^yi3UdO+4ms^2Of$q!^h1Pa}*3}(gq@;|@^{@8gt>FD)_ zs(}8fPVUTBOoneRK@PBHjgCBiJgcP5U0zA_h#vS14iK_(<^Q({1UKYx@WhHK3}LCxZO5SH`EvPCS1h?B+@775I8iDX z=Y5(oZHK*M78jk7&o^1cO2MiNn*L(j=bJkpzAq2MtVX98IuS5K~_EP62{0x zkF`_DV;0xrdiv655S_1XfL3fL|8Mg$|3~@lJK*w&zvQ*}4mp?Zhga?P?_8XfE1&F&^Y&Jl|ohX$B7LSF^)`NB)`>KEKMJ zuR5(F;K{x8s{2nZ1FNQNX<3o)F=cZP-?r0Hzruz4-`-2Sx0~rN^Yha5RonKb|2E2N zo-6#oXLH?wpK3z*~OppBeAD`#hcL+!^Qfcf)?s?dq3y@Dv^S zbwK#eJr8#4^~-rXrkmO~T;T`1f#br9KgIq_zo$tDOfu^AnfS+GuD_;ZFYErNFE2Op zJT=<;*m~_{$^D53DmOiNlkb)NUHGg<$Jb|!O4kixjpO8WwVqo5P2 z*!N!G`?bYIt>)I-zoHX=PSw7|S}Tw!l+3*7TUyz9qf1ruc(YtqO!zMNC-Z-G?caHC z3!aIIWVC#J{P?U+VMa4ch?ABiXrQ)bg2Duz-@nBshR2Bk2Wd|oVmjpV?6AwH&AR%x zH|;%i$1CRQ|GiH3mzH}j`N>oH|54|q>N`g-ZBG9d=LOoi0ve@r^3ZcQVeS0Mw1c5h zHtSZ-H<<~kGxtrCao^&8PEH%tG~6SvcxidRfYT~rP`4C#$Cbjf?RjM^f2IAd)J^x0 z`0dN2yyfGuzBRZ1x6ibH;py<+Ze51Fos*LM&lMfY_s&{4dH4eN?Ew8PBF$0he&Mix zzhcn}-;~q0UxvxdcG59#X7gTBK3O_azHXNb8(-o5!;gV$LL$Kh#e{V%p#|UG72UU9 z?{-7pW=5&m|CuN5QDJN^jY(ht0#8>zmvv4FO#qbx1b_el literal 34778 zcmeEuRa;w6)GrRj-5rWcTeP^l6nAfNclT0UiWhg+;_jiv-MzSk5Io2U|M$H(SLYL) zi#(Y<*|TT%nx((BCQ)BhWHC@lQDI1aWb=_a+?&GnGAmkRPJ_(A{;q;;pUy`)2h-18D+BP7mx{TFM|#Z zGS-6BTosNI-N*=&lybd%2)=z0gFV8WDL1)&isYA;Y%^e{(+2RD)j>}4(l0$XV=lMX zTD$YiZp$323H>`rH6(yiR!Ut0g(e(Z0>y@S6=e1L()!khcHjod#CoUG|L@i8moGzj z|MkzB{{PnhO@k&h8tK`M4R&DHoP%+Hz1iTu6pe^X9rXa`bHx)}1Z-k4NGu?2H*zvX6|>Ig`*hGBQYX_XlD9IzBI{+Ip8a0vwQ z6Q#;V5~O&LUvVS4Jn%yFBK#MLtG%!6G&^D+Dy%sOBl8TLx|<96u%5nv!Vuf!pAY!f zN=Qw6(>aV5Wj~nb5WDA1m-lU#kwRC+tifQ_a@?}!=+?T&YeQIXvMl1s*5$M5rAhjUk8&j=l!{58-7K>#LifV@ zrVxn?P2p6;q=hG~)J?8e)z37NNVrO~fO`ErovCCsH82-*_#m8mY5xK$q(J{R7ixiU zrX)C=cOUiMY3A>`d@THD?V@w_k%@!0O zMwTiSgRF~;EuP@^8A`e&{gA!Dy*R$Fjt2|&NAqF&k@vqRN%Ptp_GEe;Hy*p@>;@aP z9LXas19#9&w&NN{mS<#wPiGf&OelPfX3Mm1Z;0o1ercXFX1KsEp`i$oqn&Zx=3q?S zyF$)QKBy{1cef0hSKQf)XxU&;@2)g74|pdyawbDAI=7x8=d&WnumUsoL&nKAmcs%I`1vEaE|qxZ9ROqIF)5597o$h+GO2&MKi?` zJ*&6Lmhc#ok#{z8rGEyof(+z1%+fxoQ#g0w$jzLhgu=CrY_E@d84Y+td}AN#*-%RK zjgwEJWVT&|pLU6QrC_Pt6uMjbZX;pu?AOEO?Zj|Qq^X;FpU<7Fo`%|NQvAR=A<}06flBveN%??$n1% z4>c>(sM9!Iz0V0=A0A3L3VRBsUAsP_-uq!CsrwmO9fgWzID$grF-}JNuOkw z)<9tx8S;>64F}6unvXd}9C`KcSqutXC9gZdS%pi(N{V{+{?Z?(6t#-`NC?=O0GH!aVf4f;P63lVWrRX^r-kC9tkHAgI32>br70nK1Ii0 zP=I6?bgD?7gfgT!mhJNwxLb{I1s-=4n&#o#zEcezT#Dv)8Z03j^!tIG-Rw&P50XO(+858qu5Qi*7&BY*B5UCH!!UjKrim_Sj8 z7RhkmaM<6}CTC`V?Jmb_^CMrX ztC%K#d5|nKFP=RgYN|DAf4)W0Rs$tjH5p$e(_wXh+wCVpBd2JDhXmn3!N|UygZTY5 z0Log#RP@Rgzx$WpQyA>arQtbMx1fQCII`B>Pc@XBN--U{*h;Cff7bvV#&DE+E}G8U z{zIlzKQ7$ADL*?P=J2WYxz=+$ZMt;11g;KOot=gfv2Wn|8ujr5lCrH?m=3%u;<_ac z>s|#S!9%Y`J6uo3-Ft2pdEdNePG<9jv{AFi_z%x*TVMc}`{^bZZoTznBdcN!b<7)! zHjZit=k1t)?K)Fhf3TriP2DDMBkGJ zFIr{fbz^VfAh6U2Y(aJEIYKE>bbgjkQE-f@mwx`fU{49J`;&DMi*5LHkM6D@`dD{D z%rC<6f$!)NrPI8&pFP&Ueo164Px|3-9Z_*0^VkQ!#RU0SC!>Qeg&@Y98CUH+yl7@#Tb|#<39(F>LBDh*s zHB`L}_->?n-4Q%>EfBf|(?cct!pQBL8*wg)P5Or;+>#s3@9`ZsU$3zr%q`xYLxV17 z$J~q)%Dw-RCE1gV$n&u%7qIubgcEVo?#B09kQIMkXm0+BD%q3jMvQbXP(rGkamSBT z@OE`v_?)fZo*HR7lz z6M+8>Pb(kpeEacwZc0vbeyk?xhs=;j&%-63yFz~qv5>kZWk9#??u_}e^f(sBts3Qf zx{d;ZN7NjHHf%u6J%J(sv9BAFeoZ4bivVdi-8ZjQFVtw}Zmp7WP~rzUE1_y^S`;_N55w7Eg%cI%u!v-!smRd7skBCsd}hu6VvUgIsyg6-4=GY5L=6ex zxTP$i%|#?Fg4%5Q`n+(AT+u5W@G^G7(6tL2tyW27q&Z@x(Xw3k#YFt3QlVu%Q%k`f z@@`=UP@U7gMCf~zM8jd~o%j4&JavK>d(`X_9l8NO5|4~MnLf>!GFM?-dU;6LI-Az8 zNmY}Y7ITPpT~_PH5yyMZ?$zrv%;<-{29Dcx*%6{IDm#6yGh2oqRh^p$tMqkugVPI2 zA4$~aYxRM49MfCY6%Zr)ja2hGM$aJZ(r^xRY5$}?$Y-Cce|=_;*T*Ei9QvD=(z{6p z6%=041m%4_nY@0ii-eSFza>)ErkP8D!H=-r54(Hk8k`p0g2qS$oU9RJ9G%?V*>SLA zo5U*-i`DpZQN{^0_HZTZ%QxB4VRFpK-3%$KvZG)LzeBfX+DYGPlc4TEt+1O_HT&n} zwqid_1A)_~H^u&bY?a_6af^VJGJr76QWD$AD;qkgTb+3y82zg=qxj33KQfeoG+RrJHRM3;EY1sa&1A+$eZo->-r*Ti)z zJJhM}T3JXz5_<|{y2FLv16gRMsd2FZ(-HdYmpW@~1b(k%4;4}(m&I`6Rpzrds{y9^ zu+PdK2GXFDxZJ(6Y;|MFFF>1{CU+dH=zCN+oEZ1eUy#=MP=OY)fa@7q<f zETIgYf3%+*{aO{J!GDlooq|fFyKag40#7Cih`DzOOA0hNVg+tW)>uxB6tqUl#~6pz zlte(bq2K}53FA&Vlaj~Cdue~J!gdhNE>2Tu9QT&TBpos2{Uza@5fk1+qRcNTh2!!8VRQ@yDtB$1WN?} z_tm8?{ffWu^H=z~0p?VqPdhdTn+f81N;@y4JXvTo!_bJv40|O45oy!={vXZH7*NO> z9KkRScaAPIwM1ySm~IKb^UcCihW~AImtI;7q3r-7UQ3C3e?$LAmicMs^tNJ+7`&5; z>NM+ra|yd&uzU?0#h0J8se^4@j4D$wMnuZ8o`r_yEDdErLsE8yrg<~ev)0@%vXjrQ zm0tlEb+1`E#29}#YI|RN-SV*3dfUD_sFNwRFBy6A$3aP>1)~MnCYY0r8&0uoMYR1) zf(vs1KqOqlVc6x_rwwOAJ*+mS2*RnOwB=6wdmJ3$16uC+B3Y(6kK1SMW^(OUrF|$m zk&Bbk9&s%#eB>fvyy{ev!lqu5xHc1{^QXsq4Q_t?*~~fiOB^0=v2s>NZ2h3qMUGb^ zhPaSgg;Yxme~24yz@l>?zD7AK=8;FMA!q02oc?Esj-hGpJxhpe+zH>0#Dr+}FJsbl zRNt@KZ5JMO2-^E)QDmvb%DK;Me#m!DthOg zUq}{L;~HOQ%*eERiY4t&5F$z`>Kd8C^sSAR{Y&@0w+|gSwG7a~txO!PHT>DNI*vRN zs9-2o#OtmA3+T}wb421+l;(M~IPyu@GB%vFG8iA4Fh?|?h}5WXBj-HV2p5rQzQ;KB z39HsB3B`=h&qR!06=_IFC2VwIj>QkZ)fx0ziB#2_mSgAhHrJuEG--U4ga*c!bW2S! zZSM%8Z?*OF;kw@uc6_!Fh8$_NoP-!$v6Z1fH2&@cOE(k_<${f~nPDtVh_` z6j~U>_90*H!DmF0%wYUZ|LM`3d@Z~bUsd&-S=;Z8yQokT-XEu?p}hOiaCxGW6i#c2 zYX2ZMtF83iAg{zIfL*^lVID`Bsa5y8@_d8}Gxtxeip8ULJ@!rnfh<_=+&xzgyRex_ zF#^OI$QR{n!?-!nz>OT&FVn2Vf!1}0!KcyE(EeUFh%d?haRrqikuMh-dGnx+QHnxt zR?C74BvKl73CH`oih0+gGg@BuM7Wu$hft>ZRx(c{-BtDK)0MZt?nzZ0p?VNBf`{=B zT{3j5c~IL8C345BOcO&)HzJ(4i!1-w*jtxZ?Jg{sJt z#^$6iO7vChTxn7Uz zcYJm&&FW4&~_g^KaQZgxr zFGR&4mmNnOG8$?koA&XrT9p5a8udIklf{0&B>-Dw1>Fx?*)B$5Qe3&X#k0jC^Ak@jA!>HPF9}r76PSAs^0nc%04^f^fJ@1=iWRLYd1lQmik-PeC*5bKhxm^-X2y z#@b-b1F*?&8@p{|j2U(PZxddnpEY3O?l;JTwf zOLim@yF|T9Gncxv5^)PC#rbNYsMcJ#QoWi4+3&53Owv<+8CpuL zkFI6;!c(b+K^;g#?c&lW&HXnHiAWjUc%eHr^XKeCp~G_EIumF6KU^-S_qVbTH17o1 zDsYBA)yLgk!#Mv3U6Defd&=n#1K(YiYI{;GUCu;aKnXf$%L}OIkdVC}Kt;5IV5R|i zL{dlf@=)S~rJ+V@?-*zfWGoQs+qgL@M9bh6p$Ki5Jf$hFm{gAu78wu!D}$Ud4mCZG zb{Gokf86#$0);q)U!tzcoB^7bjP1G_n(gh)*Djwe{H`II{gm{ZO$SI3<}F-DUGD@L zUC{N1jZF=tt`@{*Y)gLG62)oxd$rwFpvV+4oe9pAaXt#Zs~o4eHmJJwz*Dn_!oK2U z-n`=dtQh{%uz+_<>W0XQ?P-Kz&w{cn|MD#i>$W~eLH(nOXUG<=MB%oyrV#8`S)yxN zEfr9S_8=jG?{B*Zlpiu)umsczqPr2f?NDBL zJU?lccHmvu+)^+hllKr8#gF!W%MVGx4ZxaT@%657l!T6Q+LNnE3(*vF-m^Dau)bxP zP|Zb;nVdcwPr#p>h@miJ{LdhKDYrH|s&IAFVO0qhWatR!owR04-Ash+qs5svx}fC5 ztNchtXs;YS_m9rf14|*>*@i?C9TQW>S4qgK1e_LVV|IgM8$J^MXp{S*j^CQLGjHR00YtJl~SwCuU zd!FVR^Tmg8^j*yEXMjTGYv#f0zx=45?putI1Of?^3hw_V*2hF~N4dGZu%dTySCnb$ zY&7gLKgeXB+Z#v&tN4mIX}jHZe3{^^E{`&+DAG9@)BkVPr76+Mhm-M?U1n+sv+gTnNZvfoA#$2>ocov1jMS zs_9l8X)hQ(6-;(&ybFbt#(yZAP_BHV*549zugn(OSEoC%>8A<*7e<>4CCMDDpWR%zWbW^^J1u-`g^kgU2)#Q2DlDf&=rXDBW@aewlTW+>u+Mg*5bf;SZ7j7Avv zJ1$y#j@n#{PSu!dLxM-2-sw!=p?8kE7en{*Kd!*Q5JCcWB`Sr3Dz|&5yn&e^N*C@ZG!gdE~J=26%cq#h+iNxmo`%R-sIsFW~T6 z$CRfy`)O^y)tmD`_U>|=ips4D=O#RH@qb<(6Z?q44b8QuOa#Kh-I?zMdi{{rti z*s&szVHfa9JMh^B96GZ&}ZDV{p< z8;NYpH0vd+>7LDZi&<>Kd=4#G~<4Fjkqh;B-ynT zH6P-^V4JsoSB!J_Knr{cK*_=c+z(}}oiH4Ly7P4jC(BxjILpwi&KrB`)@5S$E_64M zP_K?V%{RZER!D>;Cd&M`k@_f7A`lNz_9)3I`B$&pibzvV!if&t1*F}mJLIo@KuRWa zzu#*}ux#gL(cp`zj)8y(*7Y*Qv!lsznjluOrTTtD6k~rfjOF9*Y9CVr6keHSjI)>>8s&iQO)t-fQsf=>}Fq zuAVq88^qrNsG>g5YTN7j`>IKQ1er=tFew7>4D07*9?Md6TJM2o|Y6b|uWt zDHF+*^gpY8ViT_lbJ}0N21zv;qH-e7n4?St9-mY`I0y!?lTB7|y$3n+ort)`bH4|8 z%DF;t`4oDM)n&ah)b!M{U;U7L{bMF9!^#Ce!T4-N;dgIJNZCpGZt=Z{c%HGfAC5}# z(Qa8zstT)8{H9Jy$O)8Z8-6OtrE_gNgr>e=HifPP!L}_%^j1Oc{<0A2<0C$Pw^$V_ z_h0D!ZMXdr`egsHt+P_o27&I*Vg!?f(0CpB*MtTQcG|Jg5R|lpfgIu@Z0js>&rDDZ z>EtI3%!-Y%k~==dMjQ43?bJ)4(0j%oMht);pdunW?@_kEWvj`DLmggQ%BHh3JQA?U zwpVP@JCGyuEkavF%K{!(VTc$@Z#QX;TvO_yZVDH8f>{i0?^nFqgr3+f)XW){40 z021PEO`e|_?V9oG4~zNN0B_UWYxJY+W0@Elwj{ERVl|%=h!1%L_G7MCAJdvxC>)gHKYf6P`s^ze|XzXZd=&CkReDzk)+_Vs%B`ujDp;Lc_UHaF>Qro+M6D405{z zUk{U2gjE^Z3MuQXuqeiQ5HL{QJPU3Zmd)n{dAEjP?KYj2$m+QRIXGIof9tCrFX2pU zcg5F^SdAeFJK&Q}3GAf1p=0oOgs^Jf5k3=YU>DDiOe6}EZhcrXw-HDg+L-=Vb+3-Y z6pi6fJ<~Cu@lT+`YeiQZ@S6|#vPbMA*~om7#=pABZUN2efwCSmAcM~zf-`I&_W45^ znRF}>K@_LODz%;3<}q9g1&%MuJkx$4_dxFQ={Os5^JuIM)MXWQ zMn-w04wd?7|GuT$5**^tI74tjcI!d1 z>07Eq8JMd?!6VJkUbi1yM*32P_hN;-@t+fxn1P#3Crs7eDo+;(80TBj-?bGMpC`_} z_|S<=+v(8zns`{kAf3#5Fp+U>=iZR}Y&`MPaZwm$Gyog_CdrqCpO{jldYQ)EqVC?QL~Bl=^>K?k>e&GZ;M7e z=l3za7n(A~$Jk4#`ZAgl^LSlR&xL9Jdl992jYonJLOQ*%sHhH|nPfv{?4%#d+~0q# z%W>9lr4HZkzxovv$6v7VJE*9YB8|aa2a}}+UG4)9V&}-O@)IM+iTW|KC~YXFj)>nM zVgTKXM(K=PL{=kjxR4V5c4>$4#h-bQu|vio4o*&d123uYg8%Ya%WqzpGTp9LeiWhr znP#5K$569?0cE+Yztd~oQ*B}HiB_BILJRU(9z6DR z#WY8sxAiiNdu6ZofATf{aUf<0+zKFdT{X1f-cB~T9ta2!=nZuhsHCM541a7N1Z3%; zN0wUnlZQlZ9YjM#0lF+V#1~I+uM8;W9Ggr=xAsN-&z(C0j<3)=QxD@e{ZzqPKZ(BX zQADrO#j$essYRKgSYwx(Qv*#17>*x9l==!*+ShsYNhAKegmN$ANIakoCOReBU$(p2 zPeBgE!3q)Ci;XdA5HaQ;z1ggkp0}Ier91HYJ9X!f>adYJsxwe{r6zp){oqe)JoOb1 zDt4;Vw~wlCuD=INjuvwJZg)4t=H12D@;%MzvZ5k*!C|vs((3PGbvEPv_O{bnx$mxb z(t|Ftib;ZlU)SBnVy)xg>_2c#-Umn3Pd#krm{LBEHx zEzW_E9_Gn;r9J`Io8D&!>mN%oGDg%~DzCxg{&&O5cs86w+`h)^kj831Fyftu-8T2| z*EW#Ay^>E>_RO7QtN+a;)?4(?0utX4#vGBZUPD3e?{E*_9xyeSOMI*|<9| z^Q92Zq|4F7S+-NsT3}G#w=uAzzULtI=~43f4mksH88ECGvq0g8Nztp5Ig&NyjA;?z zJjiv&=8z0B<1+~OGyNio${X9{#*y}nS}h#tryALYWyjz2bND~k(iY~^B=zH_r>hR{ zsqDc=4`&)mjqON1eUu86NRGOIJ;Y2Kp^F@eXyj1Jm7u`fmi2sCcb`Kg3*mu}HJV{4 z1Ditc?$5!Elh2a_wAY`XN!ix0u2#34FY^Arr(;y$l6>1hEhOnIq;8i^gu6WjzYQ|} z5-OVF8?m%3eeMX;ANr@!KKR$4RMkavXRH5{%hcdQ ziWx8OZ3v;=)t*f9V-AbTA?=iaBnk~Z^0Mz2c$m6&ewnU2!B5hU-C*Qd&uR_aia?o@ zAZLFC$Lv6LB&@{J|Kf;BvE3mKlBW}LFe#$c)>`0eLFo-WRDqRD3&32?GWtfy_YM-Z zC*5Hwu7MhA3ms0mp6_v(+dZ@sVoCLlUmn~33q}b_H{!amPLcx{+Dwxxn*JUM(uCtr z{59#JR((2TZgkorx%kGDMB-G2GJS`AsmS5PLGvFc6Ck|Yh4glBbhQRtv=;|lN-`?0 z4FS0xRZwW&H+BlXSIiUOFzWQ>+I#Zp`K2`~IrLu$zJk8o&CR~uO%~3${hQL85xn?u z*nL&x5)Bn9mCRuu2g%z{RgwQbVcnrUtzUd^0_M}j1Wt3v#w*VC$w4h}%Ab5AzG84M z+I!vx+Fvg3H>S;MH_ci#(Uu z+orz{My;k;vn)pJ%F~>z;_~fj>V4g^$)kaeExaW~@!1Y{SMfb5;q~!V+(YwuQ!vaS zG zoxXm$JQ%q>B=_u`)@9O2=B;qHf+9DODy3l&rg^U19&kEqMb=rw`sR+{!+x6fCj3>; z{Vo2_>*noC^Y|;2`W_N=R}}Esm>=7^B{l6FpWGUftOCc~F{$%Ytg9gRXub7aWx2F8^A_kiOP! zULXo5D{g{>zzNS?H9G?B>Tf2R5{WLgnDyUp66;4#YvrdGN%r^KSmgZFf}Up|>L&W2 z80puCtNnv!<85zqCT`{KRxZ?z9O6ohNpT~cnkj%Kgo0Zza%d`Ramp{(wgi9f4ubjq zAF=^iRq}sy4gX+zr>@fn{41!un_VYw{?E|Hl3M+u{g5*Avs-Dl?@5Ivv1p+Gf$&J3 zZi56Vfjwm4JDObw7JsQ?8rw$z=8GY@D!RAmx4$WU4k6wEPxBsrc(a)EA#8$d6JPWv z`1l$2)^*(F(SDbCj|BxK3&HEw{N6ALj1Rb2FZb}zUq}0b%PMxG9y~BCEB@OGm{lwX z?iK57A$c_1Jz(NcCZ8e~{0@qm4|swv>n^Y${PkmCe<-5N^p|n`gFlRU+yGn9?r@0O zO>J%MIA{o>EmpKD4xM(xYs(=XdB~qfT#5=#7@gp9xpZ<;1>D(p$M4S{)6N4&Q5&3> z7e9g=l9J5H_obBdjg>(=*Pdg2Mtm7}n?;K-XcMEKYa>nACeRD}vDvUWu$f~B*?%_M zE&W|{>UD@mGX{wwFp2=&u?^_SrDjAQ{-~19R07-~x911m=F3es$wJrDk}}l0-n0@M z3Z}g`x<~nk#C;E16O1_ghv1deOOhTUd&Zus&WnyQ{~yp&M)*Py1^oFCLVIC%(x(M( zOBD*JM9}8O9o$?81r&Xn%vaHfYt9V$BA$XHRxc*Evw$@4Z6ub&GB`10yX%;NuniR+ zfUjoo!RP9$o6_?x*51eQ9Kj{>sR!_(VpY*0aXf*P5K^|)0`}y0w$D}CHJ|EMo!`g( zDdVtB|G{_bE&gl$=Ng06Q_@~MI%VR|w!t?oqzf%s3fc-Q;3bXa%d|%FRNxA;E|ZA~ zL+GONk1zjPaI8;q6S+q$3>w1oke32fR3JePQcXq+!A}-Xow%5mlpN%VSIEGSE(bPfIvn z*v$uX7JT!g=-=4Ko3_)mh;2fBA4HhVR&`jp<{R!z5nRM(P9m64KWRnr%H{%wJ zF<@v~mU+{|>+|$Icbs4F;^jBRyLNl?x*>`;c9Mr;FsZv=8)v9-ivqptMw7X$yXZ$a ze_8_KT`P&&$*JY$S+UeYU{9y#XLnabL=u>VQgccBy7K2A3C?|ee_T`pf@Fm-l3X7_>6Cl`fU-Er)qomPQNao=SL1# z2ip_o_0xjGoCDx<@#|WEs{6`4$6J2y!T4Hm#tr6l*b^5^(^U(n?%UJ#%|24Y{Im+x zn%f{<7+XGDp?TMVlN)B5V6eSl%nR0!D5O3h{8)9JCLyHw3_^v)Y=GT4Y?UpSL&na_ zkQEHBBpyC|iO>5LjXky)-%33FPHh-_i0p+k+%XK5v)bfNoUSwwL=++OmByL%ykzmb zuOXbcHQ{4n+j5{ka_ZkR^E#};Ib*7L)n;|!Rg3}&3`Bw!?3%}%V^ALm;8mrH-4qnM zF**Yt5k2yCnOxnw@hXHfo+1(EC7$-4ld)X>I6DI0f(S+yhVA#NpeStc&p|q5=^?6K zGp=)VTh~Zl{Po9TO-X8#@RHYHD`ojVr^sA(Cyb7B61Xvc%}Y8=n7wc6^)Gz7z9<-5 z{a%UgIWVN)RkE5o+8)hB`4suGG8CnbWxPqFwlGH;mh`LI?ZhTh5CY!mF#j4uGS%J0PTxRFV5rx=W0Vx2RUcowDeBg<)#qc)}_^Jb3nE&i>RHS_w#WsLNCCEgaX znxU4}%@=A^J)!X|24wroDL_Y>$BY-Q9c z`CD{Fb1&nkGeZJeLW|QDXG58d^b@q0hk7iHy=FBbwF&7hy}s^yTJy>COqXUtv6FRI z_)M*aL&v+LN~#a8EF)e)iX^gRE$P^E)r zqmoF}^E^Fr9ds)#=uje#-!m*mD%8v=_7t%~gc?<4{ylvwLM?iGz!SLMKDSI@PZlfV zx}Zo!z-=8WKtzZZ&)o73f}o~%N~^MfUzaL{7MU88^B!qz2#=E7tqYKx<*P;Lm;x-& z5(6xL9K^k{^qPIbf~}LF^nyWoP?OxtDkx z?#`3U+FF+h=MVhGFI;v#o6@|t%LPezQZ`2{-x5!_Bt-o1v>#$^biWr2IFQVfkveW7 zMO>@0_Znd*>MTeBdTUkwZVY&0nUQbN?}Pge#Khq9zq5`k2>B6VgfFPYeB_k`Y|9UM z$CC6Ar5O<)(k@)UjhoOr1&nM}vIJ;L$SKZkKD(Emw1_&ixvj3JT@9>>U6=O?nJ9Gm zQ$M0#eH*S9?5*sZSE+wsaa*M@b1*|?#Tc<5M>?O^t9F1TBv~^tdB?37NeE_kS2~wa zFk1#-41W*pdvvF=KUHNG2@q8834DI+vpJz~7Y#FH*=>;)k1=SJ>eSaz(yZkFFs+cHK95(xP_q9G$wng`*j&sZZ zrtfuQ+Yfy#-7!zr6L3(zRi{nWlF*Jp`ix2^BD4=eO0Mz8oB0y zvPnDHA0HD$T6t*umYYDmMmhA&u$2Q z)oGVgps$6VOIn~jvvX(R=3*ln?VX>=@E-^Umma{Sdv>K&As3JfOUk$dACzjwc6tAHo| z9U{RXGw=c~IU0L)_%mP*_KfJ3XpOWbKz~OYq8)55bgj!6-^^Qm?N?s~AY5zzrI{WN zyMoSRTcPF`CwwvbPByL9CLQ=9BqE)!L}vj#_@FP39J^hQ$q>v@tKV?Os;`!qunH9%j}URIqvM!{W#{l=fM`P(3?ugdJA zdc2xvDQSM5v5#7vp@&)Bd@>H*=CHXcG`olpc>e(wi)nk1S^MbWux8Ppg@FfN4%^m- z>Aj+2bGYtj09T}X%kTO5co(9w-Vxy)bEfaJ--8-GOhU+sHt46|a-%apBu00kp2XSif|cx)i?v^?I59R63vkkK-4#&D^fkp#>S1V%bf0C{k) zN#EXu%YEBuAyw0uPTf&bKfEpHzqc@yJ&JKRE%G{ zdl%LE=S0z$&R)6EfmbcRAR!GUTnYW3+Zpl#CAy-PNz~!kyYC(zs4kYQx=ITXRJ-RH z47Qw$7vInxeR9Zv0hI|I6f3xgqj{CZgP{7X3v=f^J)f@bkGfPazeUbJHLSCsiT^+Q z5ec_kImQlW+$rTJkMoPGgrS9u&_o>y4Z(ij$0QFyjYhDTLWgJBSJ~E4OwPDo$m(6x z(q#y3&L9QQBjYackzbY}0W^Z6?lk@9rdE`KJ_uA(3%-pJkV&kYzg5zXh zGn>AX3lBv^#szemg04EdKfP>Hf_?9%eoCX=OHhaQ`n%1tz0Q9VZgkd~<;F*;KxRVW zF>^0Wcu=1jZC=A=uux{tk8Bl_7ESrLIJ*&^cu?XsJ#;N7hzd*+sE6Vm{nWNSUjt@Q zPBO9XNX6q^nk5j0NikV@8M$~VBy5KHalbm;Je?Yz zRM)NEZetXhcCqrUJ(*P;hq@ALEco4k5VBMtd2R|~GH#=_z~0YdUM0#k%ZOT|{`MV{ zUFH#w|LzKdH*G zUmnJ{T3r2zFZ+kgGpac#=Pza25VC<($FxSF-LaPIcz?O`30jUXl6U$E=IQR9YR=4e zyeiME>k)hdHg6>u&-h3;%X<`PW?YRH<`@=~_Y9UQnFgtSz=-gNI8w3Z^r)}N|H^{m zO`q-;KGWp+8l|X1w4=EEBd}-xicxbKZrF7JU1aINsxK_>y(VnAD9qng5WZM<_1@mi zaW?oR9eSNwIefstne-1CXD9T+VrxQoEEs&-GTD`9oks`)%p2QQ+N}_28*O2Eb!XX zz``M9*C-;{sTNwHlIiy{7SqEQ8r&KpOSLvpE>yuAz|yWy`7p>>e4=H@yo(02;|0Y; z#-1L)-=L5KL&fWAvmF<$VF7=YxJz*<$GF zWk;?pJXImH#fNE0EE1gf2+1Cm)@26!)Ae>Yw-(q?UO5B{Vd4*1EoPJ1_Fr*N0k_Al z^-4-%`_wG8dkq`9Na1cG^+MIiGtT2N&jYLnOCwRJ-e<@yWOJqzd>ih`ddRn;)>I$z zx`lPI(zpU1ud{DVAw}Hba^PL*ZO*%Q-idw%9!MSv5Xh?$ijA~sdiytJb;m&7z{SjR z(@vaJKp?g{J9d<8DXBD?C^P3-dF?o_4aqGqNby(H%5ST&kvKBf5%JLnhxdWh%QV;S z`Y4uCuCPP-7(>+Ih24g0n+4R-=rdJd$#IFNs*D@e1WZq2WN}*qIqF;*U79nR^1)!3 zTLaB{tmT&0tw2GmHILrV7TD9pV~;KDiN$~!hdB_G8V1A}NC@Y@L-(NPq-DlJ5z*j8 ze<$#@;6b7-N{)KWC~mz<_Zke@M5&gwUp3O872aRZmZ1;$KFp)1=ysS?+w(c|4t2W68?Ft5<#+R^DuGpc`v^B>DyC)#U)5ItKL51c>NB z54yd9-8gR8fhX-P-Kzp|xb!MCpPoap#jYcw^kVP)`WTgeeKqdv?0iopPU#kl7QJoJ zJJ8bK8<;Z*RBe5Rn2Cw)5sUdBf=jAuMmV=acn#;TG^_=mPYbAen#B=%>VlEuQ)$No z&NJxGiC#nDa+~O}FS)23IbgBANTEW8HB*X7shzsczqfwgJ-JJ-vaT=#EDBlE>$7u; zqm%Kn9R@{ep(vksk z``N#CSc2F^FFXLp6d(A!twTBIe!Gxz2GTk>)=9FqmY#1BYbrF@o+CE*(lR|2UATh7*oVwEtJ)_udF z+M2-`w_byJvFoS@v{Ds{_hsuuc?hL+xOG^&%;~$QJBov`b9_vfJL{=y&{gH~JA=pm zj9?vOL9lKz+!D#uVBja-wB zh6$LH!uNh-SeV=@zwR{+{j}h2)!SkBRq(Wt`nz@`z0D;u3s^}|zuc7^Byx|ZM)6lMTecMdn2uWZYizm^9Wa(7n|lYl>5dPkXKhu z&y?&c$YBuT@L%kW_0OiY6Qy>qmgBAPlh4;=OU18SS_K;c#lrBdu`(uk#NY&Oisw7w z{m6T>*|cS3WcU^?7aRm3E2|$4N`ot+HYcQq^L|>^_7C5-P(9&KxWAB}-WUZwj0&C& zKjkX-9JwIpheX`VSJb47ar=(^Xxnl`@`A(!1C5P$q=c?|2m=;PD4DtijI57p39wD- ze&09z`muy1{og21D$eBR$?rMekIKL;*vH{`yQvt8)lspe?hePvmzO#PYB?Q(dAa{4 zlHG9bUiimb+YIL#U+&|8+tftj&*ct2Uv@__=PZbq$LJK&;vwxtMfBgb!>e8)xvx#0 znAopluTNuN4K26=j=6ImM>)2_?g)K|g}G@B+iyYYINK2xG;PS25$?Z!1ajHxZhqq* zXh2tqHTh|VwTZ+?6V}2DM)rtr4K0lN)Koc|cQMHu5|Slr<2*$C(1}kP7V_KM?4*Sk z03xM}miO2lxgG(JlC|%Ba}{WK^R9vzKin@Z_44PiuGlfVoz^e;ysD+hq4@P|De|JXC$M@_1;in|#l^>dMWmp#UhtC}f~5 zM;CBTY-4eYL(5f)cS`^Gw>&OIx);d9IsJw?iHY%C22c8}xAeJjEmlntC3J|8JqQF) z5y3k-1ZVqS29Xl(DL>x!M+`=JctK$xdQ2*&Z;@xP6_VI>D_8MUR2S}Kml%kx$c%=) zUn59?XaATODgGTSkqN3|K^|9$+o!q-;|Te2?v4tdpq)@f%>ma%$|1#8=Hb+#eJt#_ zB^93IH#=&4=&#o{B+&D?w0KrG?nyly2QAb_X&|E^p_An**vbGr#8|z(3Mj&lDg<|f z-oeBvd{p_PCa_CA$eF-y;M_N7o&APC6k;-^3r)m4XkN}yNV7-^3_v|eAuFN2_hZ8DSuPbO%L%t+#xzhI{l0kcFsrI& z!V+(l+VKI_J&oNFo@_rJ-DG7nxg@P=>s?IiXh~cC_nCUU)^qGm z2iyf~a~BPR?dcPFTbY+6(i50I1Pg}SM41vbceW>E^fqbuN=<_uL9WU6L7m$m6 zZmh{zf&ny_M7H{bm|@Gkkt$W>tioc)-B2bsNZ8R`xXS)KY1%2J|j;!l4Y5EWZ#m2SZgEr^18cLk8|@4Fz4_8o&`Q zVZ4{6`g6}06Rn}hlG@4SzK3iHS-B5r=&IyjZfvZ~>Fx1?IYXGT-^18; zABh9^&~K#YRj=u}^qHu(qThPnup*(n#2N!Myl9#?v%?hu(}^kT5x;S&pKI)Xe%?D@ zrZ?ID5P6}jM|8^C4hdT2oIsfuJzMm&qa&jWRh+9!e>(BCmmhObZpf2(#u#@GiB~<3 z46zWb)xd@Nxj_*Jr>8%lSv6whz;l?ZHk>kO;sud?>kTht*g}N5I}|-h$DcunbJE{s zmhE$4$CQ|hxju^{oXWk%*!#dUoBMYOphtaIiqs!6HMj^UQ}UHXs(Y*FFtP6`_JcKe zguk=!?S6XoS-o~%+lp{91s>E42N?IX>+4yadZJ8y6D#^wN3Q6;*Y2&+g-lfk0-)0f zpqVuNRs58LIpPSiQ66+*VM8M2BW<@P^p#+{uL@Kencb+t>i=@aj`J%I3olffa>v`D zD820M9pYyEf0U&}Z%=bBbPQy$Ag+Sj_~k7x#+r-Lq`;9ql<_X~6y(HI+s8vPQfeso z1#aUe&M!IMhTeF~ zb`FvPVnr1SN{fvF8|klVH&1h$HeZC5`iS9;&|%^bIXQ(H-80KLm3nVU+U}dqO6)(Q zb@5ntg3R|;z0c5}k7ET-Ek9smI&n^eN-au%W{1Yp!L_;1o7=ZsgqEUsAk-6=Sqvr* z%+$@d+!TUlpR|;0$pQ4QkLm}WcEwrC3xHM!jKtM7^kj7>30vnbYNq)?;9^Yw>UltL zmcTf!VQxE(imTBy^7Lj)v1XA5vU`=OkGw{cgl`-3et~qYQTakkk%QZZrKQTDMWXX$ zfVBw#Rq(erghnwsC!}@?Iu!te-DNR%x(NG2(8dSBX;qQSn+ZRN7IG%sZlE>!(hCqqZ8?9gm0a0bEcgJe&t z13~&3;(r@o;}Ww`+EWjJnw#6Y5u-Wil&Tzg`)j~fLyXq-zlf9r=lq* zMS%C`9b?45#%G{>j&t9O!}R!IuJYTz{b}aBH5HW@YfR{>R?qL*VjCL%k|dv?1I^n4 z%VExjjDJ11OJYlYp?LTVxG?QLVr<&^yf6x07k!nHMW3J0e?+7?X2Dvwb{01!&G#Pl zjQ!J#2P<+P6jko$#J3u-%7!I7h9ATMFtI0z!5Y zbsD5i&rbC&Dsr2;JCwh!#VO10g;f@A3+mRat?>EfBvQ0=4O7(RO%i>l9Oc1{78Yw{ z-XBLjF8g!`YCXJlF`|6l9S-x3p$x-(`N@y6;G*A*eaw5lTkzB0lK<(h-yBX{^sZ%) z=!4EPBQaynXYix>uLAVE-;}Xp!BR!XD5Ac2dCxOrjWMb8Sr#sU;coKR zml)SV6|tZK)ApyKOsU(Gi`6B5+NnU_^Ohs1BU9lQ^+ibalx5iLKmj(<88c|2)Ad3* zDWL%kJzxhZk*+k(Qb<)65pu|}GGfz0r4!!Y&D?G;Q$V}zJpu*0)C){05*x!&mklfdEJ2g&X(qp5BP^9%kU_FOLe~0K_J=tfEJ4S>0 z^e?L?{o$P(=^qx$-yME-Ufiz0T4U&Ib5%DTv0?N)?*$!u$;iUN450;|mHJD_^?!oH zCa(+njs62=>HX#CUcqFJ2b5)2*6CTgWAZ77?i7nw$PxU+1F=bGt?J)?i=RHo`a-(H zBn{^GTa}kAR5kG0UZ;s94#8amu`W#$6JrKh@il8Z+ls$tldj9iK45Gg+^2jebh<5x z1sdr{)IXUu4`)j1N*3gi=@?aNlYXRBtsv98a-0J{6c+S2DZbnZ4-CJGhg7fsL^@*J zmCN>URjv;>6rBR+YCzh=qI+<0oHq|W*;D_Rj150}9)|1*0dk2F1{r4r_EFs|%L!{n z-L`W@Cg{$xu$oNtRofs}pkra2`MXAj?^A+9KL5G&dgD}kNK3pxE_wMq$~1H4rBw*r z|AosqkWD;Pp;mnGy9#R&fK4Na5m9#u`KBq_*1&f5G`}H zb0`v@8CLXjivQ%=@PEgsfiR2`utTm=7lqKU_P zfJ1)}rpWwwzVCdMQJ;JeQze4uYGfDl0h&qs0HM6`Fp-4y7$cnI>7z#%kaZ4NsX6;p z=mbmh#p{GM!EB6nXQ!1>+fyo&d3JGIrt+p=#Vs_3)rd^zner=*Bv1=M6UxcVW{T|h z>(}7$Z#j6@^VJ;FiYjJEC}{og`y29m=&oxnkxbAnO+7KifDZA^LZQlHDP~Cx+a;i& z_c-@kG8;^1sPrT)D;z<35fVp?kzdgd@*~3W!luN?L2GGv*agatcSV1BRf>Q}KO0L_6^&lpu^=F}HYkA-EBaoi6 zcvs95ee^q;8@L7IF8@ZiQG(Wop7r* zMT@D=MWc;t&X2@SIM5~(HcyIC)(rXFtvK|Y8@}GeR2y|8MhH$7DspLC6)I&Dc;-wG z9fU_G=`IgQ@-4qUD#rM!7iu?sOEzgaQhq6Y$bX1Dx=5mhwUlp6Ua&Wjk^eT}-@K>T6#kUnw+O@nMKoj=2cOl(F8w; zY32Y6P9M=}ck&~pwN%(+$X^^fsNSLLI z9AOE`@VMHR8C{@b@y7?3T04YU+k*i)daJe8QnOz$ZB*-fF+81zvz`xaSLYRbcNx@6Eb0dTgZ8(PTF;1_~NC_bn?tcYmIUnBx zRK#UeGmTsJd~GR&o-W;JTCwWQ5W6T6JjndrzT25ot{eRtK=yDkS8N9#MPHSs-X_02 zZUkRXE!}nHO725%855YJ5}Fbp5#|{DgfqSaD!|1Kp+jWL-U~U=(=T#JyXXk}prfq!FF*=a(BFw4HAth%jHv{KoxLZ@1vbL(bC#3i<%VZO+fVlnEU>5z#p24S<& zDSfD7ozl*oL^I9xD$sYeN6fZ6_cY>U@P5ZAn{nxm9FeK^)PvPM%T@fCZ$l4oQRJ7Y ziN{0%wcIzjQDD&b8%XT&-;x#eY2aL5Tdv z$EXt&oNjL)tRUIz532-vNZtxUx}ADAZ*dHn_)sOdK(%7Z^(OgwIFxy(=$G6)ag{y> zCqN%LLH>4foE6iqHzpuN7C0JyjDVG`BM0oKU;1z4#_u&xQ^YZrT2PPUwR`~uBC3Xa z`AbxxKgw@{ZtcZ1Q|S39`RU-UK&nL5WpNr$T|)|AoxAJOaSDlyOP{v#}6hdX}zd%1~?Ks8p^-ml}<~v<`{j!o*R&wkwz^@UrC!L&U$sIjV_53lAb#As=D)SdhvS(u#3*)8Po<+0DtNRg?ruTb$oTTRv}d#0oXBG76#!(o#)nXK;ax z#8W17a&kI0=tUuN`#_yx6tNzeKfmYa^U1JpF1EmX@7*5cJyxE#p7_@tns$DO3{^?_ zCSz30uT_}@Y~j(5C%8gFarw8ht|<><%V+8*-_3SX2ls?dyA5GhN{Fx?E?NGHK*)3} z+SZEeufrwt^gx@G4ONahcsb!?yT+&H z(?9NgcLvcub%!&;ylCGNV^UwF4u@ zn!?slK< z1#78j&C+toy9~;?7dz{wV;dbe&d5dS9LQyNUCh4n6m#A*`%!T@Qm_s4%w=YDbM4q^xFRnJ$HCNTa<)QabMtI=}d(PB*AtmoH` zwQ4%%(v1Kl%l9mL+1yj_@L$9Cm#%y-o8`0{rXGiFQ<hm9?N>6zD`@pXhr6yx3#{g>$+3mw+Pp@=0Nl;#5(i%d)aXvm-Tju;{14PMK| z7MXfJ;$38*O)(GsJ9Smw)&T}!s~8P=;1gYLxJ;OaFQGs}wwU&8w5JOPJ* zE{-_X#*@3hB0iP#S6xAs-11TJ0=Y2&6hA_ny;eX zaionxGSc;>bS-`6ZGr@c{Yit^ubvo(1S1>E^QECP|9!R&g$DxUCNNc>t}2jLsw`q@pwFIv7Q?X2=dfxUN||36D+wa$BE@#{ zoBi-EAr4s>-u+M0`tv+w70`3#d5*7O@_0AF$Sd2^UC{2lH`-y=5qEYrtcynO_Y-XT zQ=CSG;%(wWl(FvLkNYydB>D?BC!)(_DBQpFH`aOXvytkH74D38!PeP&Bu4p>+qQX5 zKs;~4{msUjyRaI12dE zPJ+#U9L{@a#0leOvm31$w93biG-&}ZaguOq92eMXA+#5l=K-s7NU@$*K#PL|< zBtE_x@qM_tIJ;Ku;KPRMI{yWuNUS>8XxFitvG78iT11;hGA)#XY19}f@m*ITNkXE& zHEss12*~b|?HtJ@o(?>et47&PJAyK1S4RUa**A_q^5JY+;f20I*;*Vw=v7#uSHahl z6^0zpd+nq=OJpERt^yLVV;Tf&nW~n>6e_dl*w8fZGOQ@~jXK5MGNAGXPlD6Q{@;Qn z+!uo)ZJEC22^R&p_$@MY*fN_-%dxPy>!cUY&L=s8ZWu-y68!MvgQ+4U-_UTcw3$Mp zH_Y{H%1TUKH7wR*@%>EDZSQL~c3e&ZV%>~KGq1g7Ri~q}2dQ=ZH#(YSK#zDzLd0{Q z^4X6Ao_{OXm&dH<0|M}>`jfs3<9lStn_;3E{rIB}&kSbIC&cFJQgo^pSxlnqCi|d= z^&o*MV-jS>6sWIdPkO7>xj(jz`GfmH4@l3`$YI2(bMI{k35O&r!GxyHq4F+H$C4YT zeNPcv!!Cx*p_$6&hIcVLJd9A79Vh~ia$cNEn2{Q?OPPI!b!(m82G@FU!VFy-P6JG)|Vwwi@mw>;+Zk*?L?I{Xi%^lfB*6HSP#Zw z;&GArEoDPJX<%znqGs|~cs~um_9lL8!U@y|`Y)f;|Mg`9v7b}gU^u*GT)=!8Ip`Ml zB&FFkoX4g(P*4^E(C~iRqQ92g`$Z`jbFjR~p{|1veidd;znzo&OM$qZayMsBiK}SD zW&iWur1U#0n1liN1*I12T!Y0f+M@ysB60i)gd|ePw#h)gbMRIp)ib~VW*5v+uSRc7 za-zT-xl7Z&2QmGuflPa`xe-Rei?0wQ_WyALC5Wk6Q*?3dSU};2bmmR=%nxxG)Bn5C z$(SC@gZSx$?$uW}?$wyl-1$ZW#LLsJ?WJ5;AQIuf7^AL>mvSjxA? za69lrGV9wMOi$F+8htGDrdmC_$n(p6pDSl$FAL8v*v=!Vi`HbI?-7#7l)8_#&7YG` z0vHMVlqxY}AJG~5`hrk%!aE)tWM1b;x5PVif?ciI&YSk?fK`H;fIf9kbK|5(!G6rDU;8#BqBYiih zU$Z#;x_B zGM?*Fa6vTlTiS2Ih{JGwtC8^JB*MzH!Su&fF*f_Y*Bw7MOCXM0Qr`9f4R`gO_llwDdG==omt9u)unCu>MqLD_+itby#Mr956T zMUcb1d}kdZp8Qhi;^I13)5?D(QCs?qIJF@1y$o|GpmEA-T+5%8&b|3Tx@m&41Gqk5 z_=}04ZU*^}X{@;0LIw&FEUvZ>R7MG^85#D8+rnt7&#qWGy%x0-hKW1Fe}?(~L{Kq! zDmscJMD!<)0{;0;73=0SN_Mxq)U-o5@1-_;D*kzM@=wllkbJrsvgJIkfPjcTOHA<8nZ+JHF(sxqh1@?86YMD;?fqlVc zF^VT48}t#>ExEO0*q-efo!%KU{I)t|DEuT5^&QLO+r&B~B*#9aGKVrDNS-~(DM?F0 z0;*=Bx$@!}!jPNI6f1=szpfP_{Q4gCNYm+ylXnDm)c(kC)YHKFR3(BeFNEL0eQV)B zG2|2Jk2vs`to8D?{6u;ftlgve&^#x-oOMNdmxjQ1h*bh^f+0{G6R{%lbEsS(xUOqF zGO^>2Ve!jFJ*f$>6#emQs;dp*qQXbyywy58pxB2qGJq^~K--@C<*R1T*6?MnzBlIP zaz!P3&fDr?2?$pfdG=u^c8DW9GxoaP@JocLVY4VCrofs%r(e4=l;bPS;_Mp0l}c$^ zrZ$dorR*N=nvtskvX6PqI>9!}Y2gvT+Rjv}`oPb{o(`f^Ro!&2VFVK6XE^p9)#`ZY zwqR6WFt!_@O&f&tp*`RUL4JeEJQ!z+#HZ^>n(oO=Y9{-#a>Dkx(Q7}Y^Hq#oH+QIg zXf|3G9+68gqKhoNt&Pgu7{J^GPvywFflf%-{=h)C=@rr_M-XqBN3*yJ6=!V+d?Jgp z_1t?p2-lLS-e_ZJs?YbyiTi02%)Mw{BG~09%gc2^C(8w6{+-cE)PcZ$+Mbb-vD*Lby3lKL=_rjNz2xHy>&UvrHlqh`37~1 znN!w*!|(kqTXbyy>#W1K<$?Al_=?Z)CPE%SgdVFCMiQWfwJ`VGS9A4}`Vl2pVwB zHg<13wlkerk$Ln*%vAml zX~F5-g1?lfpW-zs_lf2V>Ze)WGrig!*?qPUebiPH8XOCNL)wmHuIPWFs2{#Lnj3(j7NwiD zleKGg&N)Dj-6~)Xp_iq-Mo&gaW&S_SidO zb6MGrb2J!65M4@_T{J6gDrq;o{weH+dVH`8GVW}*qEvaIWq00FlJlNIq~+TMwL*bH zju8KMuXc2L+jK#9bLYT(C+m5a6g`V&@z4ywsef^EwyF47v=>yy&kQ$ga-u~5qIbmE zL8o;2MgKCe7`A1-G&8|*_(9Km89bc%9kLCE{2u#qcr|BX$5WpsLthYd*54`k(g(^` zi01#i3D4Oh)TC&w^owg!-2@WyV*>f{Kc@b3RXZkD32a80wGeNhG7AA{D#Gn#K=gH2 zxWAd*hx45k1)NLYC=#(N)}{04?-2*<%e03`4;)Oa7}4!71-k9bGHkB+7oZ2*#oB?| z;wZC;d?`BCJ?Qv!usY`aK)vk(6)wFJUSgO^L2uK>6_ueuRzzspdl-+Tmv;9%lFQp0 zKjP-_r>6lFwGZJtdl9e`sD?gu;x5gJ*+C8x;3-T`GT9AHu+zrpFdn%mOBms~iEw|c zz9|MEVl$4ddNInos8k)xbJ5kcXP_^(!(B;-w`t$SgW0FPO|!ihc0yZ1sL}qTxt4^R zySFl9opzDMLR-+y2)ud5T?au`+Ms-Eq zSWf+sH)+O(oE}xC6vTn)W#0kbB}jx70R zk)?WhsZKL1Y`9YVXE5UqX3rFeF@>EvxA0?NqT>?fkkDaRND!Kb2%#7pvq(qzYSItyvX7c2QidMbE=C$}w{{3dt>d_$n zrUBEQk`w-SU%v3z0+1$CY_Ar2Fi6n|=T&yu;dd)F+Cz!5pUM;4=Ev$b*P|+RX@Gn72)P3Z4%VxTGU(F<1c9ZjwgB$H1hawkuUyr`84o?HQU z>7W!aWg7{? zN}+MNNWU;?JB1w0e2DelG$S>z*~pKw)}i{TkkjI6(9VMK{k z{$<=c{n1!e*9W+lP#tMES`F|z=SpzlDysJ8P~n2MTa0O=6`K*B4#DiG4n-iBwcKN` z2`$_IHe8|30u$YXlz4e#rs)c0`9loUY2Z2v5r8+nw(p_c^!dC*Kvc5a`_1{r)U_&{ zsPn{^xY*o$W&u#~LVoN?n=%`3IWp~-CfanF=Gb5de1%u>P(Lx_79o|~m>ad>s|;qy z_1;diU0ldCDVUhkwa8A653pw5x)KMocJ zml{f*eu$ZQV~c%RMz*|gB5wRAydWzvJl{b+?=&LDcU~KEAKu1UE)R3`GE?Lq*bN<3 z`*JnfWrd)wGmzDQix+ywALjN@6t8)^P#4*yVCP@2)9I5AlOdB(H4mf`u;;yD{m}MI ziD1bZ^*y0)6Ke z`H@KhvEf(do~Ih3pZ0A28ey8$^HL8w4lS6@QmwJhRwO=u<+K-kZ}}(PZoNUT+jm?c zv=OXTQym)JN)-l%0g7{fxR_B8d5Pz(Y&S5@{r0RFA%pnzzYKb)dTF3(9Plo{){QGV zTC>9vu#|zv=+&^Uu`u;|Z)E-c-YvHqT!+tE^CSAf%9VMc8jI5e=3Ad3OB(P^{~8IU zX-9j}`t;$0U`^t8H+Q60>F*RD^!Aj>{SiM($l7pB;$NY?%4b!+Mt$P@oBz^!HsotA zwW_9(;|Wfk>GPmI5xQ<0^EU97N({q51vu{PV$$k}=#D5-fG~5m_v%_T&ZVo#bUN>` zZyKN=32I~2RuGVP|NgBGVwMV;6=A--+!gsjwB&?qS$E-isD`wbfJ-tr(4n1*25>Z+ zxDLMPb3d^X_IujqpmHC}_os&(EH2m>+zgaGe<9+peQ77j=?un#{T;)+i~FUGDWcL( zW;?VUpWiR>E`5#AAr38k{HSruCI?4i^ZnDhvfj+BlN-+Q8LlR0s2u9m;wp&HN7-=h zgxPm5{9$Rrg8)||93B3-SbHH~#okoprpuXX$uK4PQADOc%r(+AK(uXd#%>ZS+X84R zEK?@aF&m^`JT%N`Rm6)lOp7>XwAGsGiNALez4^>!TO6q`l?0d^wgn}hW9No{AFtT0 zJ|eU@8E<((cVBNEseZMNB;)a4XR}781jYr*r9k-C4O75(+qG^nZzxoZs1U4qH*ME=#(@ zw$qrmQLNzA_m#*`WVr&A%J9xXAKcuF6le_Ow54D#PB)dH>>#og5G%d?o9dcUMMvv7 zg%6On-~wdiKfdDPqdNu4l_ZvXyI3YGOr_;)HQ?E*2ujH9ZYb}j6Vi+I7wN%_SqfQk zpJt@QLkTkl#7t@Ur5GPE;sNOuBvn!0YgOglR)ZNHVv1A-q5u6raj+&{%;6T)&fp$q zvgW4_-Ey!bh*9t)7NJ(JVd2U@psr{ou&w)V!Wyby6JYtR$EVGURvbc)P-xx@ZKIRH zZg~>HSw<+Q=Q$aFqiqD%q-9#xp{Az_q)}J3%4dGG?n;OKPPl}W`DM#=-=ZM2a9I`z zj4XhP#S*dz-^NA-t9dY}shQ2jp`GDPURGGrN zDi@qMi;9z;Mc52Hpq^4F$B4>IjQN!M_<4w+CW+a~l0f-RAhHj@S-D9TgJw(EdIr*) zZJ9QySmK|v|E+VBLf8kEhkKJhKoav4_mp1l?Eo1~A%hVKdKY5$vnS!9$WTZ3^? zjz{a^8U?DPH~HQxm=n7<+RYAVK{jNdV>NG42kIHnjxiGu4fTvQO1y~6HC6_5Q)Aue zH>*|qS`6Y}pN^lzbbGfv1pIeruwseYcuBY>V7;2jH9_bh4*xJpj-bU4IgD9Y5_?0nU}r2L=5qgI@rkcbFm z14dFv_$~bi0f%q(u(eZBtY%s(fy}g&zxu6)N*oS6i;7IhbdXHW9bvi^8q@#dw~}TT_Z@ncoyEuxa>y#$hKNVidLnrQGnA#nQl-rrs=$IqqgE$) zWY$)Ry1Z(F_GUES5{gd5crzY-kIf4H*m$iE9)rSuvmM6hOB4S~94(=$n)yU6VxL0Y67()Y(e<_Trij?aP_rP1f zC7q-;BbvJw#+BUW90}+Rl}6LA#|`AzpXu0AoiVMJA6+F5ZKcG}A-}ztC7gxGcuyDN z>xCN_4DeC_Xc*EA9PA5J3pE$0UZf)mcL!Gt6FZZ{{L3xodH3S6SFOAgdo8sC*v9;? zAG+LoCy<|Pyc3NxiMhzM)pF`~adDHJz7E^{^JfQ7BU@}3rWXUW{TY8Vw@{EXPMCSCBxz{|1{O#&ix&+sg!)7rB2%1NS8JqvSbg5x*EcZu+v z9>R*^GVdA}3xPa>(A9{&Wm6Z-8IpB;-@GQjg>s)0ihJI{E%Al{-=eD0TD@tS z?%$G2cMZcK>P+|2ocobBrv2!C%p>oE1)X;9T5fIRqDAyW{Z7Q?pj{R;fDJXgv2y-9 zXA!DRnmCY(g^mXe^*)dMSsQOnmGJGoJb(43 zxZK|ak6$AzV@7zFis(;+Yu*>2W!Dq2gAe=A-}~<3H0~I-$jVIe})bB`t=?= z2dNDk;eRFa)4KGw+R$nIbnIMpzA$q56M&4<85hvBIc;tjcUd3 z&L?x}`_Fg>CCc>;%}^{TK^iF022bwSiC@8<6%Uzu7@}yc)Yn0$ULE21#26O0XTWzQ z=L|~F^N@@CU(y&3AqGX_^s`~Y^cBg2Zy}ihtK*u(r4;A&tQ0z{J+_bNvGkgn#_qRceTvz@57@)^82|1CzVf>D01TEOmHjm&ge}-dE8TFwt?Um(NmFL zeh(JDOEyp2h|h@O12BFIJ$-W2M2K(2rYHKX*!;wNLH5zv#>jEce&4c5Ea&n*MS8<@ zF3M?t=nLp>gfH-pdEE~g^3&b->mq#?Gw6?aUp#oF-|D|6Z&ZjS_t_6=d(k$g$Ii?8(<@oBUV)_)E zApu|sv8}ai5l8>(ZNBe$ObBadgwn@UV9qJ9^cHo}Qqw@0WI3Yb{A7`Gf2gJqNzhtl zSv1jZzrLS9)j`3)uY6^Wu2_mH(M-+?MK=B-MY`rnTxp(JjuGTLR^h^LQ$I~MV1;sD z$tLcY*{z@UoB!pn_27@_)i}i6wHsbP$UTCQdKHGdnVhdLQk-l@Fln0hMuzM6Og9JS zFe%rsI6Tm#3M%{UnEX z-~1ZK@N@S)EYVnKkKbm&?qzM<=C6aK$0v(oNk~wT1!9fh6^k@+xPOciP0?AzxR`eB z^Ad3_muT0LqyN>s11ZqXXx?2Dcg8*sH>~hNL}U*8Ni4FGuf{AzE-L<20l06HLM@jE zz{^m|02^Jk;b_Jw7`KixW!YCbLXEHI5{(pVRZ3n44^5uv$7RIT8~5Ulcg?ADptrIkBri3AMa$g z$WREMUX=1~-C>n|!0*74r{MR>X&65});K;I{Rl?X0Q+arreB1`ep$TSG_5CmJv#`+ z@3V>i*6~`BXBWR2-2Cb%xm?*&rD>j%nrt5Swr3F|Y$v@|FmKP5qvX;l%oiQ(p?W%a zwAU(sQqIB=?Dk5yg>FA}c9T#Y(<%RG&xg5;pt}E_h({U+in_PqQazL@;{_=g`JV5I zneGKGS6yr8dfsaReu(%iw=BXh2(0@ZwpM7J;hHJ4bM@~T$g)tLwd&n6I*K@k^sfW>bAORP`~~H_ z_~xFBLPS}2wKsS~D4kIS40ex#i{BH)Cjy?y7LG)J(P%N$%d3;m;vjqYQ6t}TJ-pi% z76nRd@9^PNpM9&vs0?|!5}(?`pM}A`F(yF^nKgP9ofmdD&&f=T67cG#fNA})t z;`OxtqPs2-D7jY_aYDzm#zH^>iVgMp#TQ3joD*Y8?2E~3rGLOGt@7-QAj3mRXlt#{bdiUin}%2`{bTUv8kdmTlI zsfv;Xy_e|4s#O->L%l`0O&i6QyUM6cm>m393~Dx{%N2Pu_xR)w`!~K*c(x_ShKQtM z{f?o~tP&(Nq#BJDjU;ttmo)H>c~0(p0IpN$+cPbx4r^kVDrjF&&~v76bxRg0Ciipr z&+A`=xf(Skb;u@L8;*w-PnABB6zVU57yBL9l|K(p!_I&s~GMoA~1F;IV zR>Z^-kSNZ14tJ?Fy>6ZKtDHKYS#7%H&_Ywo@NrLls?dx=cm!bkIt}15(R+ahl$#hA zF9oazrN0qWr4APyp+*b2XTq;}Ka+M%>?L1HQWqtPP;ld9<2-t$o{hDKk(Jqa+a{@P z>aPboO(254k5a;tr_daZ($xsHUg0)4ZqT_XyvU2FQ`Ztxizu+gVVnFl?)dyg2COFJ zNi?~JyGt!7#H_Fve*8&Q;0@|cGIeOSZSjm5wz<2nUB{>dS3SQLPuL^d1%4{%3%^>u zYf`xzn87^(q!mB4`wBWq8h|mM=II%Bqk0I=LZ~Y1Ke9ILk6sDlT#h@R(0MDi4bxKL zSV}>M$(y0+GKz&cQ|3;Yb8u<_E*7e7cbfxQ(ZWVKjwH{=xVYXc(*GrPrJDY06*YFw zjrbB;Qtuim#FU{qrrSdsdOIz{to<<4ZgsIN{WXNKgkY5f3f4~2~&BK(p4 zh?Q5|_?M2%lYM)k9wM1AaR-F=+_B>f{M54>aF^6q-}JdFX1rl2SVd_@QaF;-4oGWN z8gGB^T8Vuc;Cp^;6Hl*S)U^H{kNwbU056i}AA*<22yz)58Gp|!-{G-6NFnsoBfy)6E|fP=h(^9=H0|{Fd)w5qDXd5KBat z!1BpJW;L04TEz$NtE~6PJ>j3xUt%5?7JglLSWCpRP481verQU>lD)&z_Mk)$X; zA9WjmSF7}HeZ6BU3)loYG4AJg>|I_Yta!M;ZigD)ZQ~IgZaLrW;D9-%)%|lD^E4}3 zivM=0^*#w`4(|;)QMH{65wVAawA1f87YVrN!A5C8S~n6cd?4c{;Ue(0qw&DEHw@WI zgmM=<#qhOko7pxcNeNeLijrz=4gV5O6 zIf)w%^V)^WUr~{A9d)Wk8`g5K4Zw2s^lgp~>=&H0&xd8~6^wv=Lw)hPW`;V$mHJ6! zsWOdw3b>T}kA|F|ACxlzF-lNOf8cq8&;N3axh?AFDsf8WmqcoR7O(2B>AgWK>^ibz z*Ygx*cX^qKG6hqQ*L9hHr21BOu_m7^O?_7~+H&y|%+;v>h7aH6 z3g|D6iBuZd@(rvw^h1I3cCesW$LIba!>rr(?NziFKmKJ0OOB|h@_R{jaw0o}`GkJv zwwU7Bc(T46`s3FuD<5Tc$-shBt}(?)&d-DYI#Jo9yc|!--GYampu!qimn<`cKI_K`yQX}ztNURN?y5?ynNZWfF}3NwWfsopXolM zb0}A>CW+9^`67;#x&d+}NJ_nL=sPv!S|J%x0X+=o5qj2QZjKX)hylW+y!$cV7{;fr>4ZM%>^#PsnnTt!~Yc72XeAjYKpKa21 z&dTJ~A}{r-_eyay>*Cdk;hYr(cfx(pb7)8f^oS3SI`-3JJFO+~ki(}!PDU0!LEpXW z5=0wZy5(-Fqn8T!Fa?)>;z&wj=`?*qGR#T(Z+FS!ZWeD*yt zA5G5xD(Bvk65o2Z-fF@*Mk=Sth~D+0(IO9GB-)9*NhtD|k(Ft#+>!QQbnVFibw$I`|L<*c@UzDUebZg<(Xe_Hm@jhe@cjI*{_G+XaE@$1LtBa)WK zs`>lvf#d5CyRtYpJ$Q5b?cVbE-VOFOJ09d5JIwc+o8|Wk;7uf4rA|?xg@?cZ1-5^A zIx5QCL1%sg9eNN{un#p>!5u}=)nK6H(f05^mdKI;Vst0J6Mm AEC2ui diff --git a/themes/arm-design-system-hugo-theme/layouts/partials/demo-components/config-rag.html b/themes/arm-design-system-hugo-theme/layouts/partials/demo-components/config-rag.html index d5dcac1876..0f266dce4a 100644 --- a/themes/arm-design-system-hugo-theme/layouts/partials/demo-components/config-rag.html +++ b/themes/arm-design-system-hugo-theme/layouts/partials/demo-components/config-rag.html @@ -22,7 +22,10 @@

    RAG Vector Store Details

    -

    This app uses all data on this site, learn.arm.com, as the RAG data set. The Markdown formatted content across Learning Paths and Install Guides was segmented into labeled chunks, and vector embeddings were generated. FAISS is used for the embedded similarity search. The LLM demo below references this vector store for your query.

    +

    This application uses all data on learn.arm.com + as the RAG dataset. The content across Learning Paths and Install Guides is segmented into labeled chunks, + and vector embeddings are generated. + This LLM demo references the FAISS vector store to answer your query.

    Note: Data was sourced on {{.Params.rag_data_cutoff_date}}.

    diff --git a/themes/arm-design-system-hugo-theme/layouts/partials/demo-components/llm-chatbot/javascript--llm-chatbot.html b/themes/arm-design-system-hugo-theme/layouts/partials/demo-components/llm-chatbot/javascript--llm-chatbot.html index 8ceb165680..fdbefbf28c 100644 --- a/themes/arm-design-system-hugo-theme/layouts/partials/demo-components/llm-chatbot/javascript--llm-chatbot.html +++ b/themes/arm-design-system-hugo-theme/layouts/partials/demo-components/llm-chatbot/javascript--llm-chatbot.html @@ -232,6 +232,38 @@ const renderer = new marked.Renderer(); + renderer.link = (link) => { + // Extract the link parts + const href = link.href; + const text = link.text; + const title = link.title; + + // Escape href to prevent XSS attacks + const escapedHref = href + .replace(/&/g, '&') + .replace(//g, '>') + .replace(/"/g, '"') + .replace(/'/g, '''); + + // Escape title if it exists + const escapedTitle = title + ? title + .replace(/&/g, '&') + .replace(//g, '>') + .replace(/"/g, '"') + .replace(/'/g, ''') + : ''; + + // Create the link element with target="_blank" + return ` + + ${text} + + `.replace(/\n\s+/g, ''); // Remove unnecessary newlines and spaces + }; + // Customize the code block rendering renderer.code = (code, language) => { var language = code['lang']; From 596338ec1a60a0776d64dc8c02185bd68de58096 Mon Sep 17 00:00:00 2001 From: Maddy Underwood <167196745+madeline-underwood@users.noreply.github.com> Date: Sat, 18 Jan 2025 07:55:54 +0000 Subject: [PATCH 20/25] Intrinsics LP TLC --- .../cross-platform/intrinsics/_index.md | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/content/learning-paths/cross-platform/intrinsics/_index.md b/content/learning-paths/cross-platform/intrinsics/_index.md index 2fa7b7e4c0..28cde77194 100644 --- a/content/learning-paths/cross-platform/intrinsics/_index.md +++ b/content/learning-paths/cross-platform/intrinsics/_index.md @@ -3,20 +3,20 @@ armips: - Neoverse - Cortex-A author_primary: Jason Andrews -description: Learn how to port architecture specific intrinsics to Arm processors. +description: Learn how to port architecture-specific intrinsics to Arm processors. layout: learningpathall learning_objectives: -- Understand what intrinsics are and how to find them in code -- Evaluate options and use header-only libraries to port architecture specific intrinics - to Arm +- Describe what intrinsics are and how to find them in code. +- Evaluate options and use header-only libraries to port architecture-specific intrinics + to Arm. learning_path_main_page: 'yes' minutes_to_complete: 30 operatingsystems: - Linux prerequisites: -- Some understanding of SIMD concepts +- Some understanding of SIMD concepts. - An Arm based machine or [cloud instance](/learning-paths/servers-and-cloud-computing/csp/) running Ubuntu Linux. -- Optionally an `x86_64` machine also running Ubuntu. +- Optionally, an `x86_64` machine also running Ubuntu. skilllevels: Advanced subjects: Performance and Architecture test_images: From 1d4d8b3ab2089ff8365a19755ec802c62679c735 Mon Sep 17 00:00:00 2001 From: Maddy Underwood <167196745+madeline-underwood@users.noreply.github.com> Date: Sat, 18 Jan 2025 08:02:43 +0000 Subject: [PATCH 21/25] Fixed two typos - missing s in "intrinsics" x 2 --- content/learning-paths/cross-platform/intrinsics/_index.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/content/learning-paths/cross-platform/intrinsics/_index.md b/content/learning-paths/cross-platform/intrinsics/_index.md index 28cde77194..0545380d72 100644 --- a/content/learning-paths/cross-platform/intrinsics/_index.md +++ b/content/learning-paths/cross-platform/intrinsics/_index.md @@ -7,7 +7,7 @@ description: Learn how to port architecture-specific intrinsics to Arm processor layout: learningpathall learning_objectives: - Describe what intrinsics are and how to find them in code. -- Evaluate options and use header-only libraries to port architecture-specific intrinics +- Evaluate options and use header-only libraries to port architecture-specific intrinsics to Arm. learning_path_main_page: 'yes' minutes_to_complete: 30 @@ -36,7 +36,7 @@ tools_software_languages: weight: 1 who_is_this_for: This is an advanced topic for software developers interested in porting - architecture specific intrinics to Arm processors. + architecture specific intrinsics to Arm processors. ### Cross-platform metadata only shared_path: true From d952ca1a42c2d13bda8e983aed61c82529a1b5c2 Mon Sep 17 00:00:00 2001 From: GitHub Actions Stats Bot <> Date: Mon, 20 Jan 2025 01:28:29 +0000 Subject: [PATCH 22/25] automatic update of stats files --- data/stats_weekly_data.yml | 95 ++++++++++++++++++++++++++++++++++++++ 1 file changed, 95 insertions(+) diff --git a/data/stats_weekly_data.yml b/data/stats_weekly_data.yml index 0075fc65a7..e6d3546c97 100644 --- a/data/stats_weekly_data.yml +++ b/data/stats_weekly_data.yml @@ -4621,3 +4621,98 @@ avg_close_time_hrs: 0 num_issues: 10 percent_closed_vs_total: 0.0 +- a_date: '2025-01-20' + content: + automotive: 2 + cross-platform: 28 + embedded-and-microcontrollers: 39 + install-guides: 93 + iot: 5 + laptops-and-desktops: 33 + mobile-graphics-and-gaming: 26 + servers-and-cloud-computing: 97 + total: 323 + contributions: + external: 45 + internal: 373 + github_engagement: + num_forks: 30 + num_prs: 13 + individual_authors: + alaaeddine-chakroun: 2 + alexandros-lamprineas: 1 + annie-tallund: 1 + arm: 3 + arnaud-de-grandmaison: 1 + arnaud-de-grandmaison,-paul-howard,-and-pareena-verma: 1 + basma-el-gaabouri: 1 + ben-clark: 1 + bolt-liu: 2 + brenda-strech: 1 + chaodong-gong,-alex-su,-kieran-hejmadi: 1 + chen-zhang: 1 + christopher-seidl: 7 + cyril-rohr: 1 + daniel-gubay: 1 + daniel-nguyen: 1 + david-spickett: 2 + dawid-borycki: 31 + diego-russo: 1 + diego-russo-and-leandro-nunes: 1 + elham-harirpoush: 2 + florent-lebeau: 5 + "fr\xE9d\xE9ric--lefred--descamps": 2 + gabriel-peterson: 5 + gayathri-narayana-yegna-narayanan: 1 + georgios-mermigkis-and-konstantinos-margaritis,-vectorcamp: 1 + graham-woodward: 1 + han-yin: 1 + iago-calvo-lista,-arm: 1 + james-whitaker,-arm: 1 + jason-andrews: 96 + joe-stech: 1 + johanna-skinnider: 2 + jonathan-davies: 2 + jose-emilio-munoz-lopez,-arm: 1 + julie-gaskin: 4 + julio-suarez: 5 + kasper-mecklenburg: 1 + kieran-hejmadi: 1 + koki-mitsunami: 2 + konstantinos-margaritis: 7 + kristof-beyls: 1 + liliya-wu: 1 + mathias-brossard: 1 + michael-hall: 5 + nikhil-gupta,-pareena-verma,-nobel-chowdary-mandepudi,-ravi-malhotra: 1 + nobel-chowdary-mandepudi: 1 + odin-shen: 1 + owen-wu,-arm: 2 + pareena-verma: 34 + pareena-verma,-annie-tallund: 1 + pareena-verma,-jason-andrews,-and-zach-lasiuk: 1 + pareena-verma,-joe-stech,-adnan-alsinan: 1 + paul-howard: 1 + pranay-bakre: 4 + pranay-bakre,-masoud-koleini,-nobel-chowdary-mandepudi,-na-li: 1 + preema-merlin-dsouza: 1 + przemyslaw-wirkus: 2 + rin-dobrescu: 1 + roberto-lopez-mendez: 2 + ronan-synnott: 45 + thirdai: 1 + tianyu-li: 1 + tom-pilar: 1 + uma-ramalingam: 1 + varun-chari,-albin-bernhardsson: 1 + varun-chari,-pareena-verma: 1 + visualsilicon: 1 + willen-yang: 1 + ying-yu: 1 + ying-yu,-arm: 1 + zach-lasiuk: 1 + zhengjun-xing: 2 + issues: + avg_close_time_hrs: 0 + num_issues: 16 + percent_closed_vs_total: 0.0 From 04e8b222326406c22cfed760731c5cf21a0770b1 Mon Sep 17 00:00:00 2001 From: Zach Lasiuk Date: Mon, 20 Jan 2025 12:13:17 -0600 Subject: [PATCH 23/25] finalized events display on Learning Paths, Automotive temp linkage to developer, and updated RAG LP's subjects to be ML --- assets/events.csv | 31 ++++++------ .../learning-paths/automotive/intro/_index.md | 4 ++ .../servers-and-cloud-computing/rag/_index.md | 2 +- .../layouts/learning-paths/list.html | 8 +++- .../partials/learning-paths/next-steps.html | 48 +++++++++++++++++-- 5 files changed, 70 insertions(+), 23 deletions(-) diff --git a/assets/events.csv b/assets/events.csv index d27d8fef09..2795ad268b 100644 --- a/assets/events.csv +++ b/assets/events.csv @@ -1,16 +1,15 @@ -Name;Priority;Start Date;End Date;City;Country;Virtual Option;Description;URL;Categories -Everything Open;;2025-01-20;2025-01-22;Tarntanya;Australia;FALSE;Example description. Example description. Example description. Example description. Example description.;https://everythingopen.au/;Servers and Cloud Computing, AI, IoT -FOSDEM 25;;2025-02-01;2025-02-02;Brussels;Belgium;FALSE;Example description. Example description. Example description. Example description. Example description.;https://fosdem.org/2025/;AI, Servers and Cloud Computing, IoT, Embedded and Microcontrollers -State of Open;;2025-02-04;2025-02-05;London;United Kingdom;FALSE;Example description. Example description. Example description. Example description. Example description.;https://stateofopencon.com/;Servers and Cloud Computing, AI, IoT -Arm AI Innovation Day;;2025-02-15;2025-02-15;Nairobi;Kenya;;Example description. Example description. Example description. Example description. Example description.;TBC;AI -Rust Nation;;2025-02-19;2025-02-20;London;United Kingdom;FALSE;Example description. Example description. Example description. Example description. Example description.;https://www.rustnationuk.com/;Embedded and Microcontrollers, AI, IoT -SOSS Policy Summit;;2025-03-04;2025-03-04;Washington;United States;FALSE;Example description. Example description. Example description. Example description. Example description.;https://events.linuxfoundation.org/openssf-policy-summit-dc/;Servers and Cloud Computing -SCALE;;2025-03-06;2025-03-09;Pasadena;United States;FALSE;Example description. Example description. Example description. Example description. Example description.;https://www.socallinuxexpo.org/scale/22x;Servers and Cloud Computing, AI -SUSECon;;2025-03-10;2025-03-14;Orlando;United States;FALSE;Example description. Example description. Example description. Example description. Example description.;https://www.suse.com/susecon/;Servers and Cloud Computing, AI, IoT -Embedded World;;2025-03-11;2025-03-13;Nuremburg;Germany;FALSE;Example description. Example description. Example description. Example description. Example description.;https://www.embedded-world.de/en;Embedded and Microcontrollers -FOSSAsia;;2025-03-13;2025-03-15;Bangkok;Thailand;TRUE;Example description. Example description. Example description. Example description. Example description.;https://events.fossasia.org/;Servers and Cloud Computing, AI, IoT -NVIDIA GTC;;2025-03-17;2025-03-21;San Jose;United States;TRUE;Example description. Example description. Example description. Example description. Example description.;https://www.nvidia.com/gtc/;AI -GDC;;2025-03-17;2025-03-21;San Fransisco;United States;FALSE;Example description. Example description. Example description. Example description. Example description.;https://gdconf.com/;Mobile, Graphics, and Gaming -ATO AI;;2025-03-17;2025-03-18;Durham;United States;;Example description. Example description. Example description. Example description. Example description.;https://allthingsopen.ai/;AI -KubeCon EU;;2025-04-01;2025-04-04;London ;United Kingdom;TRUE;Example description. Example description. Example description. Example description. Example description.;https://events.linuxfoundation.org/kubecon-cloudnativecon-europe/;Servers and Cloud Computing -;;;;;;;;; +Name,Priority,Start Date,End Date,City,Country,Virtual Option,Description,URL,Categories +Everything Open,2,2025-01-20,2025-01-22,Tarntanya,Australia,FALSE,Example description. Example description. Example description. Example description. Example description.,https://everythingopen.au/,Servers and Cloud Computing; AI; IoT +FOSDEM 25,2,2025-02-01,2025-02-02,Brussels,Belgium,FALSE,Example description. Example description. Example description. Example description. Example description.,https://fosdem.org/2025/,AI; Servers and Cloud Computing; IoT; Embedded and Microcontrollers +State of Open,2,2025-02-04,2025-02-05,London,United Kingdom,FALSE,Example description. Example description. Example description. Example description. Example description.,https://stateofopencon.com/,Servers and Cloud Computing; AI; IoT +Arm AI Innovation Day,2,2025-02-15,2025-02-15,Nairobi,Kenya,,Example description. Example description. Example description. Example description. Example description.,TBC,AI +Rust Nation,2,2025-02-19,2025-02-20,London,United Kingdom,FALSE,Example description. Example description. Example description. Example description. Example description.,https://www.rustnationuk.com/,Embedded and Microcontrollers; AI; IoT +SOSS Policy Summit,2,2025-03-04,2025-03-04,Washington,United States,FALSE,Example description. Example description. Example description. Example description. Example description.,https://events.linuxfoundation.org/openssf-policy-summit-dc/,Servers and Cloud Computing +SCaLE,1,2025-03-06,2025-03-09,Pasadena,United States,FALSE,SCaLE is the largest community-run open-source and free software conference in North America. It is held annually in the greater Los Angeles area.,https://www.socallinuxexpo.org/scale/22x,Servers and Cloud Computing +SUSECon,2,2025-03-10,2025-03-14,Orlando,United States,FALSE,Example description. Example description. Example description. Example description. Example description.,https://www.suse.com/susecon/,Servers and Cloud Computing; AI; IoT +Embedded World,1,2025-03-11,2025-03-13,Nuremburg,Germany,FALSE,"Embedded World offers insight into the world of embedded systems, from components and modules to operating systems, hardware and software design, M2M communication, and more.",https://www.embedded-world.de/en,Embedded and Microcontrollers; Automotive +FOSSAsia,2,2025-03-13,2025-03-15,Bangkok,Thailand,TRUE,Example description. Example description. Example description. Example description. Example description.,https://events.fossasia.org/,Servers and Cloud Computing; AI; IoT +NVIDIA GTC,1,2025-03-17,2025-03-21,San Jose,United States,TRUE,"Nvidia GTC is a global artificial intelligence conference for developers that brings together developers, engineers, researchers, inventors, and IT professionals. ",https://www.nvidia.com/gtc/,ML +GDC,1,2025-03-17,2025-03-21,San Fransisco,United States,FALSE,"The Game Developers Conference (GDC) is the worlds premier event for developers who make the games we love. GDC is the destination for creativity, innovation, and excellence.",https://gdconf.com/,"Mobile, Graphics, and Gaming" +ATO AI,2,2025-03-17,2025-03-18,Durham,United States,,Example description. Example description. Example description. Example description. Example description.,https://allthingsopen.ai/,AI +KubeCon EU,2,2025-04-01,2025-04-04,London ,United Kingdom,TRUE,Example description. Example description. Example description. Example description. Example description.,https://events.linuxfoundation.org/kubecon-cloudnativecon-europe/,Servers and Cloud Computing \ No newline at end of file diff --git a/content/learning-paths/automotive/intro/_index.md b/content/learning-paths/automotive/intro/_index.md index 73239af005..02135eb34d 100644 --- a/content/learning-paths/automotive/intro/_index.md +++ b/content/learning-paths/automotive/intro/_index.md @@ -12,6 +12,10 @@ learning_objectives: prerequisites: - None +draft: true +cascade: + draft: true + author_primary: Jason Andrews ### Tags diff --git a/content/learning-paths/servers-and-cloud-computing/rag/_index.md b/content/learning-paths/servers-and-cloud-computing/rag/_index.md index 745e9ac2a3..83b7c69fc5 100644 --- a/content/learning-paths/servers-and-cloud-computing/rag/_index.md +++ b/content/learning-paths/servers-and-cloud-computing/rag/_index.md @@ -24,7 +24,7 @@ author_primary: Nobel Chowdary Mandepudi skilllevels: Advanced armips: - Neoverse -subjects: LLM +subjects: ML operatingsystems: - Linux tools_software_languages: diff --git a/themes/arm-design-system-hugo-theme/layouts/learning-paths/list.html b/themes/arm-design-system-hugo-theme/layouts/learning-paths/list.html index c0af647ce2..356b2a2adf 100644 --- a/themes/arm-design-system-hugo-theme/layouts/learning-paths/list.html +++ b/themes/arm-design-system-hugo-theme/layouts/learning-paths/list.html @@ -76,7 +76,13 @@ {{if ne "Cross Platform" .Title}} {{if ne "learning-paths" (.Title | urlize)}} {{end}} {{end}} diff --git a/themes/arm-design-system-hugo-theme/layouts/partials/learning-paths/next-steps.html b/themes/arm-design-system-hugo-theme/layouts/partials/learning-paths/next-steps.html index 30c5939776..19de87a45b 100644 --- a/themes/arm-design-system-hugo-theme/layouts/partials/learning-paths/next-steps.html +++ b/themes/arm-design-system-hugo-theme/layouts/partials/learning-paths/next-steps.html @@ -185,16 +185,46 @@

    Talk with Arm Experts

    {{ $csv := resources.Get "events.csv" }} - {{ $csv_content := $csv | transform.Unmarshal (dict "delimiter" ";") }} + {{ $csv_content := $csv | transform.Unmarshal (dict "delimiter" ",") }} {{ $event_i := "" }} + {{ $event_priority := 100 }} {{ $lp_category := (index .learningpathfiles 0).Parent.Title }} + {{ $lp_category_title := "" }} + + + + + {{/* if lp_category is 'cross platform', get first category listed in its metadata */}} + {{ if eq $lp_category "Cross Platform" }} + {{ $lp_category = index (index .learningpathfiles 0).Params.shared_between 0 }} + {{ $dirs := readDir "content/learning-paths" }} + {{ range $dirs }} + {{ if eq .Name $lp_category}} + {{ $indexFilePath := printf "content/learning-paths/%s/_index.md" .Name }} + {{ $indexFile := readFile $indexFilePath }} + {{ $indexParams := transform.Unmarshal $indexFile }} + {{ $lp_category_title = $indexParams.title }} + {{end}} + {{ end }} + {{else}} + {{ $lp_category_title = $lp_category }} + {{end}} + + {{/* if Learning Path has AI or ML as it's metadata 'subjects' set category to AI/ML */}} + {{ if eq (index .learningpathfiles 0).Params.subjects "ML" }} + {{ $lp_category_title = "ML" }} + {{ $lp_category = "ML" }} + {{ end }} + {{ range $i, $row := $csv_content }} - {{ $event_categories := split (index $row 9) ", " }} + {{ $event_categories := split (index $row 9) "; " }} - {{ if in $event_categories $lp_category }} - {{ if eq $event_i "" }} + {{ if in $event_categories $lp_category_title }} + {{/* If event has a higher priority than the previous one, update the event_i */}} + {{ if or (eq $event_i "") (gt $event_priority (int (index $row 1))) }} + {{ $event_priority = (int (index $row 1)) }} {{ $event_i = $i}} {{ end }} {{ end }} @@ -216,7 +246,15 @@

    Attend {{index $event 0}}

    {{ else }} -

    No events found in category {{ $lp_category }}

    +

    Learn more on Arm Developer

    + +

    Visit Developer.arm.com to continue your learning journey.

    + Developer.arm.com + {{ end }} From c574ebf10174aa768a65622be5af28dc89a57fc9 Mon Sep 17 00:00:00 2001 From: Zach Lasiuk Date: Tue, 21 Jan 2025 07:24:55 -0600 Subject: [PATCH 24/25] draft for RAG LP --- .../learning-paths/servers-and-cloud-computing/rag/_index.md | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/content/learning-paths/servers-and-cloud-computing/rag/_index.md b/content/learning-paths/servers-and-cloud-computing/rag/_index.md index 83b7c69fc5..fc7c9a1377 100644 --- a/content/learning-paths/servers-and-cloud-computing/rag/_index.md +++ b/content/learning-paths/servers-and-cloud-computing/rag/_index.md @@ -20,6 +20,10 @@ prerequisites: author_primary: Nobel Chowdary Mandepudi +draft: true +cascade: + draft: true + ### Tags skilllevels: Advanced armips: From 225c1d9f9629840e77f903d31cea9110969f6cb6 Mon Sep 17 00:00:00 2001 From: Zach Lasiuk Date: Tue, 21 Jan 2025 07:47:57 -0600 Subject: [PATCH 25/25] added back app.js header --- .../layouts/partials/head/head.html | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/themes/arm-design-system-hugo-theme/layouts/partials/head/head.html b/themes/arm-design-system-hugo-theme/layouts/partials/head/head.html index 25048d8298..3b0f7a0b11 100644 --- a/themes/arm-design-system-hugo-theme/layouts/partials/head/head.html +++ b/themes/arm-design-system-hugo-theme/layouts/partials/head/head.html @@ -38,8 +38,8 @@ - - + +

    RAG Vector Store Details

    -

    This app uses all data on this site, learn.arm.com, as the RAG data set. The Markdown formatted content across Learning Paths and Install Guides was segmented into labeled chunks, vector embeddings were generated using FAISS, which the LLM demo below references for your query.

    +

    This app uses all data on this site, learn.arm.com, as the RAG data set. The Markdown formatted content across Learning Paths and Install Guides was segmented into labeled chunks, and vector embeddings were generated. FAISS is used for the embedded similarity search. The LLM demo below references this vector store for your query.

    Note: Data was sourced on {{.Params.rag_data_cutoff_date}}.

9o_)BU%L2r!w2(!SWHvb# z&^!P-o#p6QB8_c-@~$`_d(HoJrGDFKwfuFHK1BeujjXqJvh5Uvt4e@-irXSz?8Mvq z>n531`vLK)O3A5#{XK7id#ch#G!)pPdzE?s+^a%eq_7Q7nfjn3I`DOn^nvYfkn7Ik z_$|gH$+5kszahA%enY@vJ+^tSI}ZR9-90-)*x&Oli{rOa3464|0{UC(;gSLx#L^qB zV*(pD@WCB1@(SfJQo~sr*cwJ)&WI<5NIxzYw?TMa7^<9&!C> zR=N%}iOtHC1z&qm5IRlfF%5iEpkqPy5g4`ZZzrOlR?<_zG6p;uA;wa{Qv{J3auqNz zPTK_eYpYYY4tNivWn+O%U6$n)vp|j8^)V=F3i$p|T6%T;8H8$2VzIS|1M4Ja$Th4Y z+j?HJS?t>G#}c#Up=vU<4=db;F9G`=(FyT8FEIyx#THe~9hX~!%W|tOWmJBx)$jBN zHBBcr2(TMk`A}7{2juF0W02bm?7wAFCt6Q>7W3>CVV&tatxRpb{hhr{gz;=& zzxMsd#V^9+GY+vG{Sb4aBd|soY9ULX`aJY8YRbHRdtEJi7!M_Gmv#peCMHd7Wd1`# z#IALZ%XP2n1qW;2#Whwhb1Gj~wgHR+j~TRyEyt>A^cr^ChA_NC)-VW~1sSy-ZE8!( zz~VGNgHp%^WF~oia>7}PPsT!}8t79|c+!(Ao;sUZ2Y*Di3%dG6iHpF0(`2qTgL&A8 zIWgR$o|Z1jkGu2W?Ux#sH(e*n4K)8;>4)uyUr&nxh<89ulIJ(LV%5lua;nADpbRXz0El#8aR$V9KMY$Pz7z|waaoR^j&G=w6R=l(o2C9SpfQO>9n`tdlAGb~T7Q zPHWw(0`QdNVz#~<*gi|3M1;k)u+-92t`0E-Ea%kpE-Eo40VT_Q3FC_#^68Kn2RVKe zln9d}`@-gBlx~d72h0J#+p`V}L*BK)EiY{+5E;*bZdHAx%G_&CHk;C=G@nGBvVQcT zil(8LcmYrjL&|IB+Bk32Ac2NZvRSM8?;pF^*toC5m4cw;faTm z)8s>KCwiONbsKYiIVvyJq;Me5>cmFo=%vKN9!M+&&%0Moi=|c*A4~^sMTk3)(d3iD ze3qB0@GhffsL_#S5TYhCy}0(~l(mtNQ$%6th}inDCv&E%RrMn9#yfG@=ix#>olLVB zE@834ijj)~fGX(cR?~B?#{t(hvEBfklEwjrv~3jx0Ckck)~F+1($c#1ZV$|7@7EoF z{1W3c$+YGJ!p-Ouj|MRln@UT!Uf(FQ(3r}o1gR~Jjm%vi0T#3jAh)(-Y4KmN{oWDT zD=5ji3!`pppL7S0+XGo(G@QuP&Vrpo=ra7xAq+%Xm{WS2vFW?RIk6z-Dvku=hB9Gs zX7DF56Js!@^~<2aC?f++NU~*GNIS$E{$T5VZ=h>orN&Jm%Ojxl^UB^l( zjn5Ke9|esBau&ccSk281$|Iqudnc)%*XvHU+!D`7o(G09XP7y^_;KM8-Xs2I>Q(q) zt9o^O;=JH?+kAbQfqm~&4)G_oK>IP3~XIV$v4UOQ|rWZo- zL~pM1Qai<6R!DYwu3dDHbS@V#9v+t1zfw%gx-$TZ9`!+fbZ>eIL;%QE31Y>__54S} zW!Jgy79+dgopLFNm+{3JXl^Sox#a+Zqq8S(R~u%z*OO~A8A=%nLBR)9Vei3yy-Orni#% zz5+WYbS%*M3Aq+kIx$!r6`DpRIP!Wet-U9WUq4>V+oCf#DP*n=xdgb;l&9qO0dl7D z6xfRiySgO~RJ+|89*ol%D7jxb7CirRLPsR1un!9S>U^!IyZfmNLE5(L-edmxZ<&#c zPPI-DfpOlU6lHIFh=;`YcZP|F!vP%cY z=q;~xge?BFcR#Yr28LR=Fd0k5J5+xeYY_kGHux?rMKkXXO2MaA|JhsKr+P_sd0Cl$ z7P87+kQ=uxo+|^_t)R-=goe$z0z)LIALt9^I$U-LgVL;^Z6MvbNUo>wJ|@aIm_0C` zk8IbKL%%6Vxh#d=?RVY1z{1q(xvGqCT0AnnF6%qlb5A{R-9c|FLW_uYw{HYkIH|l( zPw{x8Mf<5`Ys5SW;Ae^OQTvqGD4F=fST$;)z42`IaBA1>Hnsrp*6Y7QMEodl$Gl== z9~5jRE(CWQv%S2ShU}1qwJ1IN#g1#8k7}hCYM{LQZfH_YO=qMz;2Y9&@<)Tj!x)mK z*~i+CWt%Pqt-uvf5a{iI%T~kZ>BWN5<<^s}hX$>U?on>f8{SowVX6;W`A+^p>HD>< zT{TDB2PA1+!(R&8-Wq6Fo0oIV8(mPBsl?ZNVR@}&Po6Lk=z?&wJhlFixSQOb;Kp~2y8)#0qzXi-~5>=T%n`e*mAB?c{T;!Ry4ZK%7#ly81C&kj& zar+>$>$EmECVcd8BK7QuS1i)ee7vJga9;NKs*ypriFm5=Wc8(*7{$4CId>#MU*&U( zz6I~&M8}R>;vxx83Lpk!U^AW>u!5n?Jf0bkC)nP2=We1pW*^l>S>E&Pj|W@}IRG!D z{3Hr&Z#uTT3?YLkUfov-($wsUNN!eppct%X8Qp{^f!gfIS)qdrd#`T$F_#XTY!gVy zcV20OD~n}fj%o=qqwYw5%~0B8zT=^UMa$vkQF6VJ*$|mpwTzcfgHN4k$zc=7{w5*T1^GFqb z4ym0wAX{Un$)pq4W2e*MnkJV1{eTj7X&JZ^-0;rmF9ZBxGO?8If&ASiqfFW89Jvp+ z81Jryns6%XUtBeDV}Zkgof=g9>-94YwD{4oS-@J0IUrk~b;OLRQbll@-(b8D z^o}>m1)CNiXcyDSU(JL+k*#Z_`FG2EQ?h^b}Ea67Gm7aM6<_>Wj(;qp% z_D@KmQsY(h>D#hpe}3tKm1sa(YE|-s8w&jSaGy(`@#{#{*cbb#HGU@VwA*B!GJ~z(9kA0beJnb?1+hb}hw8 z8fNX=7s;Wxum=W+d&gjL=LC)VTKJF`BQD<~{_YSXBY3&gwQmS{e!V#Nk5id`M*^`2 zYX=E?Oxii13C>#!W5By!#kpHPWIdxqo(D?w*IB5T;HHVEow)Syrr+$yb)ff3f6L|o zD%Z{I8P}CoTI2OTm!bS{=6h1T&$@NI6Isy%9~il9gyXR#Q+&ATfMr+x=psDok;TGw zBNy#X3|`q2;{l}8>aMoc!WU)M3&Q<5&*&C`-7>m zzwY8}an4vP2nw!ikgNRprYG0?Qy}=#h(|Z>22DY{!YPY==?UTfs1 ztvaS3oB0+t6>nRjn{|7OZjnHqw%O?oXfJY5ey>rJdCYQq(4@_v&O8heR~++OVbtfj zBdgpex|BA5CVkQ1vkkULP@37~C4oII9d8{rxpzC=Cbn^vYabM0dRuL$8r3dfe_xbi zlJj6koQOu~_%SM{i{daSOe!t9)~Ob1&LFM!;R?Vg(TQaaQ) zW$D3#)>!PT=cP1p3bSmVzIF&@z?;Yu;hZA*PcJ4*g$9yn{Nn|pLzd8Dzs_sy5RcAJ z9F*0vPRdLo%pGKPR{^>#A3k+#r|*-gzejLzmVl3DQ^#y*H`qZpzl0B;IfYM?DfIXcoUyv&M@R!j2qb&Xm|fMreNg8E1u1N?IPFZ2 zJx_t()T{@)=Lfw!8ICW6;V*MJ>@Ul;{Pl+iA-L`&`}g7W|HW&gOzE9e@(`LYEDtCw zTWL4?MY_iB#ms>FYl%7Ie-BFk{l~o!%AtoS8OB2@0aIX_lVxFRXdterdhAkh z-CXj<%tRbQSxe(MB6Vwi17y+@ky6Y{8eP6AEDGvr$LbBxzC;A;aVZ0180m(Mt*8@9 zVOzZJpfz&z0HE-Ofd2hO*31#wYVqP|HE1@4$~FLfj!&qnnQPbOk3iqGjHk%`+`Jw& zO`RD&E6T4F0c3-12+Z~ku%T)_WVdWsW}7t`jNb(LHF*Hgw1@AJk$cEGy{7>1^S3uIOQeIusAj$x{=OvbEhjMPwc$2{GhZC=wQHbFrF8dhblxOF zB^J&l@Wwm8092l!x z547nlmToKXwmTN5!60scl)wR?JaSiu2=;%z`ry6juf+Rce7*F?-jgk^C2L*sw_yD4 zI3G+XeLY5pL3tz;HuS-JDV($A7FtEj@SCM1Snnp4UQkMxqD)%yIK@;v^_}zT`b>`o zx5`H5&0puYubZg^EYwJhbdw@0ey%*VH(6*5-$nW4C{KofOkrC#EuI!J@gJ}Uu^BMyu^K;f(hCY+K(uotFiN@;fC~8SzijEpDA& z1I{XjPg^}(k})e?2mEE@LuBKHi!I*t^I5v_F(s}}f}kO(mOYuvT(5R@nECu*GDpn~ zZM{lD-B$1%tFM_xT)!C_8WvEe+0}xg+cIM{qRd-nw`S2AIEI52q1(YGt3IS^d5wEy@>|( z))Qqqo-&bIj(w@8G*)9#V_A+OvkTgi*E7Ad{T|++_tg3#W`OZo#d)XBoZiqhRYvRq|7*tL^&HmLY+-IH*zJth?|AGWA+6M$fcSz_uV}M?QOFx$HZ#(+dLAJ+Jd zD%bS}NFJjFj5;;bUlsIrPAkwWr#9}pXT+M?hE}SVE3Pp?n?ABTO%-DR_wnm;nj}L? z#%E_wh0lR7N|Euu1DJMT_SgDDFMjQYm2rbl{1iKL8!X^GPS)NtC69FEBwJb zVJM_u<@qjwrxiSu;8?lMsNA_l?BFPVU_)5bhro{2CSsrD3wobv*~Hqx%nl-pfYa?{vyR?ALX z6If~z+BOcxhXp(NCOC_0+qJ!%}aK1 zh8@?Ht!enDn*m?L2^4iq3frgGaduETM(}dvEgp1<0ns%+c`#ceLeRQrmn*P*Pkz)}aZ9?k2?S`4Z1Q|(c;S`j}vK}=hIa%kir)QyU*4*mZCi+?DSz%Iop0lx5#h9&K-XM$-9&5 zW0jwhgf+p)8{OKQJ)KPkmh$FDJHya^{`tDFU2xlTm>J0{3)Hovki40S!zZSIRLr~}2C5fS<6^Z-Rir%a{X^@68el}7*>dF>X z9i$+xYu5m>;1mkV8oNHOsRtNJ1DJ#3U+K6ojfao?7FV{%ih=!}VOS?1SE*wr#w4ze z9yc*NjnytvE%1wcZY-I6+127H#;E&Xac|bh1M*nGPckqCH@S2E@e=Dy-^(kXQj&Mf z%oLf)jXo%>D6J*0LGA5eSk0&5$_63i9~eGM1rgX*1jq(MiWU*nha=aNyTk#6Q%X|MNv1hU1zbZPHbM2i-3ASP84X$mm z2U?f4)D)9>%OM#db9wf*gN`e;3gwsgyo%FYH)DzLFgBH(yz*KlacR)8JZ0i}k&u}W zc#;+~NP+vj(}alCf`mE3z3 z;z^bFrK=apuBY5sZZ8PU8BsJQA+a{gWEd%?f|p{bE0aY1MHb~SGO9#4E91U3;}F+& zEQ%U!g3WHIuFZYl)O9PL!+39(rN6GkXQ7gG6^rYU1_e?Vw+; z%u-XIa2}40V2(~GE|wD{yrh2UxG$v zo!=#6ssL*eNW>x!4cMZsGPnW!>=`ZX1Ro2b6qQ1c#xfRa94IuMD6#iA>9PAZiH8*EIt)x9a%&giMl+p(1o%#4$5;r*8*1l-j zUp=aDSWw}7G5QA?P`0V`BZGvu_=vxkLjR76s!cecU=b2AnR7?o`3D#!z@7fAV49H) zaq<9$^b=8M?1U-kZ6D_>Q;6vBb)ospB2mA9&+}cSZ&3{U-I#cvs4fRE z=;5W7O`!MD)Yz_$+X(Y^5LPq37h5BLM~7t?R5Fc_PQmkhR-dn>)2#e$2?{CIFe=90 zuJpInRoN>VC@d~k+nNhNuBEb`N=DRtGThdAF5CL|oyzKWdnCiAJZcfXGp81J(SPWO zcCF%i4-Q~A*HWg|ASQFE2LlQMe%ph+_WWR;#bt~)SA`a1PJy_;R@{Y3+}(lLlN#cyKcb3mS67C5goOyYKqR~XS0kG`9XC~ zY0O2S+*lcL(04u588)SL_;V>c^Qq@*Rby;{i}1a_ox;0oKbbXV7k-XBssT0se?RPR z@94kp?4OtS|MJrKR-uW~O?X!Kds}RpefXY{-zig+enhd-MnmjLCB=sAfWU(y>gV?! z6#Dj^ICy{^RF#P1SUZDX1O|YmH$1<6Z@TF7Gj~fKQL64a!U5zm(eW~tt@cp? zao72+r2)I)34n+HtdR41&L+J55-xBocf+e1O!e(?opl7HoF-OEw>= zq*_3sK>gaI1;6(@e?+Fw9zj!&!83B0)W=^Gr0(b0azHwJhq5Ot*vojGtTXMK39<+L zlYqVY(Ib*;MyH-3AsIgv;@NfG0GasQ-O?W(tY7G1X+?=4de7cNB0>=9|8O%s*3AG6 z^_J?MRypYFFSakM^gi2wl6W~h@(?sdDFbVRELW^L?(IJUQ;NxEs{(H<+<)J#M$NTk z(uG|N-n~yj8bFWDf(D+~b~+7MAfWax0G=v-3tzMN=jHq_?DYS?K5T#z4pOj67DFd; za8sS%Ky%qkx@zd-G9`nlFjDPm8dlCpLQ55I&S!KGh1sH-cbU7B2hg%iuQ;V4JCrgt zl^B0gKk>rpy@v$BB)wkoFlf`Wi{9fcE47i+uKCu?NY@?v$f!}rE;mNn^2 zziZxK)%bi-^~)H=vHU9sgTW|0pU?Cjos5>aFu$8&h}AG1p)fBN%%k`cx_XT5Z*+(6 z(W@UG5HH|o`a^ksfud_Wk%V9x?M5v+to6g%bmdTn#U&-28ZbYsHM7tby&{zb)z@Ob z6AtOxrH}YhD+f2HdghnWcm0MPgE4@%^2V8B6WV{gXS&~c0*qMfat9Q`AS-VgW*J`| zH@)qKYp7%y$_A~U+#@E zxV~cU)x>RtN?i#j0O+j33Z)j&H6eC&`!OJ9n^laM<2SqH)qijob@2%G;UCQmYH4l*APTP z{?kS^(r5Q#7^MhmKWGh&-nC9t0!0?zVa<)3rEaU$r5&;7Y_UKXQ?#7WLF zs_`M#(#VBN%fRk}SJxE&KB15?t>xLB0E|W@yVWP&&6wcl!M{ZVn~GEP!qQe3TwQiB z+X&-SuKmO&J_t0MV?hz6`Jys=xD-t%JY!9ebSZ?ylMLXSQGo!dp4$8b4+%W#CVLE^ zQ(?dfE6#^tA0;D59rM*m4O!XmO&5kvW++HOL5m?us(8bd8xBlU&3Bg(0i<1Yw}JUr z5ycP&lU)|dsp++hSJ%RXz>K~Jnl^UfinNeTA25b#x-Ld(_?#jAKA0o*0dU>O&K%S2 z6>1J{T7KY9|C9DqC8 zFqt2%tk~PzW~@t88k6Qk=7pvC540ng%W?4dlx%a<6Ha*AlW|rl2P1=VF2EO&cP!_P z)At-7Ffr+RilY098=iL`;>gb?ubfAZ~mFlUIAt z%s*IRMZH70OF`sLs%0Kgf)2%PHdTS<*8zME@wbz)fmSOIGUVM-iuA<4Me zakCoCs1?#4G#16bVEZivcpiO|hh_wh&$6OS#~Bb<9^x5s=r->*5o?=dl{BH1wV&o? z+0U~zf|#M$?d<%m;cD{9(y!-EP6`x5R3@s&g4Il{{U>L@Y!SD*ug_I}L9JD(*}t%t zm;!wji7D5Mwhg3)GfR4thvD_Vsrt{I0B${wsXpxy*S&&6Qkh7t*2QXKlJhSJMab8m zXvU<$>}QKxKRme-oht#Ptp1{MR+9;xbTq+F@CiSitWKsV!7qSGk1z$Jycfih9|I;SOIephTg3MyOUD96_svP7q4 z3~XuwOkNO&Yi@iytAZzZAd4I#>=hTH-PyjX6-Q$5(M-Y1hVib8}X}z%tBH9Y#f8{Z^9G(!g~AAXFvU)(r-X8l-Dj ztu-`14}FUUMYp>*I60>6s9-3{%ZloySN3@`2jo&O9Vre*Ik4ZkajczNd(Ir2uECr)!};N;xsk0MRRnO^_T$=)5Xw3{QPxM4_JwF+6b?!-bh3JJ?F7Twr2Z~tjZV}(!tiU@tg@uCX z*i&a*V8%L>fLC5L;JQo8f-_NhzSHRJB09xMp#({?DBW7=Xq82hc)%DJ|I$7`Y7Hyy zblK0&f|(?eo~X+~tt*|YO_z6k53E2uOhCRqQk$^Y2f3$%7IU*Ifb-r&VtY#}9 zmAc0C)|O;YS7}Ekf6b0D@&fO;5s6WO)ZKNOG>cLF^xW{B@3oLO}NBa z2L3319k#h1dbTw-tv-@ao0}2P~)Bb3NuMac`?I@j~|+!W4@WX5%at8mKG35L9GHLI2^h{lESo-N~$d%5HmtXS2|*QA1!f;@Dp%e;P17_A4Z?&EU1| z^bfFVA0Q$IBi|-d*O%&5`EEKSwi>cQjDQj2z-~!JJm`!3C|`FfF5VXoisI*`g)cvR z+s`Jj1j~XNko3Lj$w#BM*tJwss^#$?9)h~h*nN+1bDrEGFKA=quNU(+N{qyRB^MrA z#v@f@tOc9@*J{q-qQhF7r(Ph}$I>dVq@OfJT+{`3z4jmO$`9&mKs`SFS4B=GMI|+< z%{yqckzQRTC^$hDdQV8Q{VhA|v~lKW%mV5fsOEv7pcH7Ib#KI-xgezCaz9!!>_)86 zWtiv!N&dIH$<}G>xAb){qQ|J0n@9)uyRaSg9Kgcsji|T97Y-Qvt<^;CIP7MqOB_K(lKgrTwAJBJ)^yrLq^zYG;G}BjxzpD%%qY7~X@+T${Wj*{u}N3I*Jz zqIa*qu|-mM@9Se-wx>;E=atF|4fiAe@TxYvaaD^g+;HkHpcz&32_gQ&RT3QjA|yo@ ztLf@OUa4)cfkcikLES}!155r@YG zSr824*ew{Xy$OqF6ie*5e!^>I?oR*k2>uXHsZJgxPtsWT;`tShoqO7&x6?ZbR|QJWl8h|5>c%GZ^wqBzA&KvXYehxinQ}HQa&ie>obMG(F@SVg9NRbJa z;xgAayn@#^xm0SX$k#$?M;{xfD|S`Ska-3YCm@zv(ZWiKt%!{ML`+r$kMjqlELhZy z3r8RI)p#qo_9`SFr_YZ#K-W(orFMGJ7hE~YFXLtWW%h`DdGqEuTb>ihCu$nqhJB%} z$RAwnSKpCbJwWG6iS^y_&Hwd4xkmsX_3YqN5B5PmQxRO|uG-E1G|RlY`ziAHr6YA$ z*r8iMfeS9HoK@aYeEiq5gmWD|LNfVNd&l+mcRb962M`T&CWLl+zklBVzk|1Nde?`O z|KWA~_oe;QvXcCN^U}J7G^+uCf?>^xq>fRrDqBBA!|*`r%2$o|39TQPrp?edqr91+ zP|S^!?n}-5`p&F*t8H@y)b#Fw@&UKzLxb3E>J~jVZ)~QpT)$%)t1%s&m!4q)$V&KE zCAtoYVZagG*1O+UF7CaF#RH3kT(+Dy0ysZrbCS0Y9aj1I$0Hz{1)~_Tz~uY=Ftc$s z#=JMR5_Byt-SivFUUx#%x=O~M&zBUV?g^(Y zR{i;9IEW>50Cq+Gkw{X-#5yemi-FzoF0P7v_@>o!=G%jd!F@AkAZINFnvE72C0o%K zLOyox399T?`*+Sg$qc)w;BT2aSTX0^gp81_rh}CkJTWN>kYiHCpF=_zH2$8V(KFtU zj_z$(xt*c1JY$i;5=XTBcp)k@(H0j6a5*teFntssww$gpp8JU#03;!K1M{Gt4`v-8 zsv&7rbnj*E7s6qFv~*Cq8!NaD6mEsyIDGC-B8x+>ODh9_(P>bQbt*4>elqR}M;2R= z+3n-TXs$lG7xnu!_%V4wk|twj*Rt8N(Je>d6dT36GzJ*_-an7NXjPprv@U{m$Rh7- zEzU`?sQXbU>WBtbc^iy}aG(nZbdXnwOiclY*4P*VbW{bn8!>K9uW$EUDFwy3PI3_P z`(t7IAtfT1QoxknTn#E3LAla>z(~?5oR-Eq|D>Igamebjxc8R`aZ{v1*VAnRu$bx9 zm3u$0#ZqD~u9lC3k#LgLx}-QQ#_u3t%c6C_1O>{S@4Sx?D+}^*h&W~DmR1XaS@+k; zP_xjh#YY}hv#3avYhVQ5+*;VMo%~L(FoFw9L~r9VieI9Mey$Cq+_Q(Hb{)pcF+yle z47fw;e9oHd&p%(6P9^s{ivYkkZX8K&=y14LH1CwfC`K}bf!5nTy+@6?C1Vc^{DbOU z1Pd!xl4(`qsY{fh2XuEzV75RbKpDM6DEZihsz1*x(}@{8sNglpkmNRy^-laW>VAnx z4?d?v?=Oi3EQyiRfVIRwD=bIHz4zW;gUb=ev)+c8*SHI$sRn?V?I>zE3l2KF2L}mQ zmxI&F&4MP6vj#Qvlo0usQ{Eb6e1OYOaHYQ)KDW ziH-hDA^n`}G%!lk_Vs#LMf8`?q%{s{b_XXIzvGk)7xPqeTI7_-o>_xzy1v03Mh zmq%6XQ1s$a`zHXw1m770PJLmZT1-svB!LFq7SXmi7IcPq#M3vTfH2aL0i2%BMqz0a zv1%k~4WHzU*8y(NG(&_aMR&zhJ!PTJF^KP-cp8GKik9=~=vg?O`m zKocS*xJ^`F?dHzhN49X!nB8`!zAVt~+Gcq0Ngh=M;%xf>c$|Fi@R(iLzxa&9P zTwiZ~L(xB$diHScoa$)Xkq-3DCn1fU7i@gjGQ#ebyPQbn7`rd|V6SI#DUyY4{PF9q zs3QS^_zkM%O7v(2r)QUA9PZ8lfRSWHq@2)z$|s~Tm6$QP$$P$Gs~4wou;FKK$3(jn zGdZPUWu-i*1fM_HACT(wGUtzri>35ylV7wLvdK!GBBs{cKZ^Nk3kYzINR6tllo3tgBe?9ccsePIb07hO9Ck|H%^dhtZ-Y zR-${+TWg-Lo#q(;S;r*yeDZ~3l__}jYgHkiAVTWqPbW_DH7#EOdM4nyr^T5EIkyaW zYM?Qo5p-@*L3X=oPGRq;XSKgK7UgpncnxBwl1j4=xC&-@smuIGbz1lM{9}qHUl}wt zs{^PXN*z~dqu1@i9z0M{sb`GIb+rSO>|xgO?H}%3p@Y_*xUF0kDL6__T|i5XBu*2i zZui*KG8&)6zN8W}>eYirs}8h)IdLi1HdeKM$?^jKa_$8N*nfXzp3~i4-*Ipbpk7dS z&-vF_zIS(8?`mT!UFL#j?2U0xfQNNMJ0ebtwiHSMiQK+ZT#0RPdWj{v5^pb z%K)+OozWjj@ve*yWlfv&Q|DOB@6tPK7PP>n?s}Z z3_#2mrDV~+0jGe+F1p?bMK*mjP%S*V@PpKO%;aig%2mw$u+>i}2V$r=w(!maPs#Zr zWPtj1r!P%;`?fBhfq{U$lN&d*ph^!$%6SuiCO!Sldb^(dV_a`%<$Hx@g|2gY^t$_ofl2GuaN2W11} z^6AEKTMU4)Q+JIdE9FD(j?k%qCRb>IV+|yKfn-hnOBYCU+Kou6HIi~Is=ZOHFCU6C z=zqiUH>qyS9ec!l$F#Iw=b>1|EGe2)zY1Fel1Fkt03McFSas}xWsVSxVJ zaouBJdFRnI7odBlXkJRo*e=c?K2G;^9+=&GK9JjXNz@}HA=yiCpoUQb1wXYJqf@j zRhbCcUOOju-MY^G(jBpF`c1J#c&gKRvW@hlb!8UnHF)^fR+S)N7?Ghf(C+KJINy6IIZLusxraw96&ww$Y3I#V3Bsm`r%u)#+qM z8klfHoA$g{KEh`D3urf7@U7;u;0gr1xF?B8+pq$>({pYr-go6v(;#t)>N1!;T*7Ki zjxiPXgaGIH;(##yP?gC(`IUt($9Qv9n?OcH;O6YKJu7EwB~+Y zSw?6o7&6=Q$(fp{;B6=rJQH4<07H{cPQ^tj0M@nPi<-v zQ>H6))-jwUs*y0f%(WK$cr})ii*HUDnYlFoFfG~(Hk`HpiVG-`okA;DbRoQQ*2r!g!IL_ z9*1pwfUPk7zQHQ}eV0<^OfB8}>tA?UJcqqE9@ICk%|c~iHRo4v%I6FcGdC~wWGmt* zN%4hYKb|GzARwJLM`!Ck+}N=S59c}te#}<8)rH!JG0DU9%UywYIyey9?ym80qOWc7 z2pk>ilAc^lh7bqq&chZ_aPGn0g>MxJu3YzxJ}0k3^qM>*4{L2@)Dzt;7*tk{F3Q|k zswXdiIVTsa=|eeom%C(H1C+-5?B#|&#i~k^&5`pSuxT%^l%nd+4^DN^5&0V3gzjZT zhiqrLnZfyZ0r0K+P_sFfls6doR&!9TM{ro^eQ8?i)vvsNn8*O3+ZdwC#oE2Cd=7={ zhPA4Z>-nXMYOZc=X4&$USD8ljRWCw^E_3G34g+%}?W36)w$kP5n(I;w>(r%!35wf@ zczTE=)V(b&Adc0BRZE9;3(zzV$l)(r9EYs|cvcoHDUyAaKXRjA4i2QZ6Mi9WpgljC zCmJ&IW8-6@Kz)~@CFU7iT}y6w3$R%xUfP>4+`moNHqi8V2eQy}F)8oj3PcnlzqvB2!_i&_#>n+k?2h>8-HbhgG7T+0{%?Qj-t+9q;q6-& zb^Ux!z&0hcQf5W6U|F#2m5on_TO2TPm;A$lqD~!1@mSmfM&C)^$|&l>(U{1jEYYxy z9);06^DSi^tC8_Q-vaC-O}G_|Mk`iV0IlGNCu-Z{Am9`LeecW7iVTt@W()~Bwbkls z0WNa!PP8g(yYLx$Yf68i;b=wYstd|A21uFp{qtrOVj)xh8JZ=gqi0pDQ{wLdL!;xA zJLBQI#O0<_=ZwsOGLgbSWjm&e59*6hPG5VWS6b~Ohy?~H6^TKbIemW5wTvDi!Fdag z)dnF>p}?X0B^l|8MySu}#@qs`HR)?+(4E8$;dQ)6NPNi@`x-h{&7-?q4Y3v{u}DR3 zaTVyzuc{jpr~9W@R$6euvtVcNTe<@eAN_)oUEw2NMn}5)n?6a+@qHmg3Ua6I)H3n4 z%A6H~f8;cI+L+{=mO=GRGjZ-^1(9L=i>92H)>uY(2Y7}6TVd^qCl^523Fc8}I7hFZJp#r9|H6rvjIPl4{Ptbu z*2a!_v0xo|KOf>gQ_tRw+cRM0yH;P~VG*YCtOh4(ylc!aW@l#Mqn8|dC&zVz!~u~0 zyb(;^;pG(Z3(UfbN`ic$iL_d={Q;)3^JLrH-vO6f%KQFm#4q7xjnPjl<$J5P*m!z` z2ebMb;=8g_cKYsrMTgE&jzdo7Q+kSo;2fPY7GSkGQdjdCRM zj}Qiizkd#~=J?|ovi0)=VhflK-mceMR>>0iG9-*y0#H`H4?rCapmckiQ00yf^dV^h z<7Rxo_r{XjU7_sAwx=%evnnR~5C}U>FBrd-yQ?4g;bBbm!>X7Ej6hzP6;UOPLVr5K z>&~$Fgg_4*#o|0ko9#yCWqqSEfEE@M><{t>i^{t#N&$9x19$H23o6Tkh*fc33|>tf z3PZY&1NCM!7;r9Oiv)*qYZK?9D9{GVk&Tl_vfiW{ai!}-3kd+-f;)@k71AyDPXOw_ zF4U<)Z4@_Di?;D3uzsJz{Fxy=YBH|LLvRi}iRLDiY%8+Ho8wWw7JsoU(LLoc;Xb$8 zY9>qYsJ=b~pZFA~6;V`$R|gH2H`xBIeiYrlbj`%F<<;qHzQ5q}jM~nq+gt{Ko>@7h z0)jioYTs{wfnY#KjBag-AXZE4X_T?7iaw-hrZiv)P20i)XD#bE%U#u0I8kG*A)R8qnx0s1s3on%7P|)DqRx*!)kh>v@PRLe+VC`qCHm4Eunct zs(8yaOYA)n`1*q+%Ng+~{mT#5xtpxuam@6%yib8F!K%_bAHLM2V^8oOki`lW2amA^ z`TXnK`^W$By_$e8fgUTSc;RH z_&;v;Z=WL(#jzGPMOv6lDu)`tCV@eRGEghMUU|YV!2#0lMHVc}@;zAts*MQO5<2YQ zNyS3EtZI{yNz>P8Ot@opsJIDC`xe!1(j=gOOQW9p3i zNET#O^unp$hC0aCX)xi|B@(tKdf@`l<>b^*8#u=aP+}A<${d5>^K#?&U zbiL{uEN&*tP(%)Azp1He?5goX?%2f@y*Ej zf4hYKvFSQB!pS`7+CfeO+1+&ki^;++q)(&O42`C?^D_f(J}zY`+Ta< z@#uf^n82zWOc(2M+@(Fw=chG-JW-3WR)eJzk9&YGQ~g7q{J_;x=9Gqy(Fs^1gMI^G zRgv3JW}5Tt)B%?*5XTJh+a)lT`7}|%e(Ru3;m+1@AYbbo@T%_F()+ah zxa-qB%9%cvg!1lJ4h%D}H`jRLQE$Ha9hX7rb72~?=VBPeZ(xOgO(u=JY7K z;G~oN(riDg#ce-XsoO3182IZOt`JMc$%#AHFS)$o!^cQD0!Tg8%G`I*J{GO2^PTpl zT0A424I}9GU*sN(NY=C*?Q2JtsD-DaKSKX;T>d{d!l7%K-OU8>-pnIwA8d^-@$KHn z%K?d)`oGwF&#)%5c5Qe@WpGeIM~X_bj0F&|&`ZE^kP$>ws#FI?ks2Yi5Fmpyih_WR zA}y$Ngn*O~0z^fK(t@_+ACD^GyliQZO zYyYL^;0T+kH&fCZgsLfoEr1UdcO(ee0{6L4s|M(0M?Nzga^mjs{`)ihN9#wyuNeQJ zZz+yT7A_NC|NYjG*};3$!nN3$*1e-R3DF*B0Pod z7`Du$frYd_E`=vNim(J4a+4o_Wp!>eAik_b-P(W-6(M_)E0n@`Efc^(?N1u$IYJ*G z9|~GyUCV9VTqxVZKnVn=N2AH+!V25=U!rW8iKxbnfyyc%+I}h6h_>`(?5-?Y35gmM zh1D2ED}-I+aH+Fy(=O(1i$#>su1f!=t9fmU5i_$p!dNbcd4Zr_jDg_q#SDct1me%N zopcSqp9#OPVswo%T_1f{Si5+MX%t_*e4YaE*N1&ROpDxs96&ce;1aRcqqCUb;MSRa zegQzy)ZkdvURAy0eUXKv*0^R}GRmYTC^ncja1Mau9&15Bms=)Qb-*`?VdVXDJ0@5{sVNy6GX<$6?%c!)VP zgx)_1407t7*Bxj~($NeD8cu!7%uiW^FJi|B!`B*ruc^*JY%t>g>cQ8e!gc|Z*d&q* z(q_BdiTxK1MxJ_Vc@NjZ)5B-Z3p8F#^msS=N_AL66oRAG_YWoog?%9nJtip}+w`C& z_yi&o-aGwhTPzS-C6gyOXA05!;Qg&{&y3)}O+&bCR9+6c1FyoR!df9p3N4o>Rchy|x1N2_o>O zAiYo3{x5YFvRzHWC>7xgA08bVqwDkK1zvXbB`rT?jM*LK9Sl<&J|rm41Mz(bV{?qRrJnx)|GSpB z*guS1{m)mZ-pE!gV$?gX8cK6kew->MHZt9$SjU5}qx3gnlrc;Z-H2qi(9NmL}r^PhOJ^hdH?n`|AS zy967}TEO-ZRJ1=bkuK@I5jKqXPQLTnG+`9(3GD|X{+O++d!-kvVC{NQan-$y5c0`X zX%|b#THtm?$Uz_*&vb+Ke>?}08i(bly$cukx)khS$<`%+vRvU^&4(>Ndr}$K<5h>41V#?5 z@K>*An%9o1x~7{YWEyr7jwj}2hUbPyh`~g6D5NK^Iv0{y-+E)u_?H67-ElOF!n%gl zYa5q46?jua>2{k5A4BpMixZef&6Z#;W?u`*k+SKs@XjO;vyd0#X4~I z2;Nce;&m{B9CwxG=A?9WHsm~Bw|1On4$Q7Ci69NoDN*bEIdVu!x=p|6XAf=MwBfh6 zm5hJdar@Zqz=y*>KU9;K+?9R)(ZSnwo0Mbvq@Lb5v-9{pu}xx|P`@x#pZ@uH({%r0 z2Gj2b*`i+tYa}(}877kj!BSC*L|vRTD*13<+fkodf2*K*ZS|UL9V32$xs@ZR zsTv<;dlePiE)_}6QRCnaRHy!$Wi3Z3!nkLt`B+V`SS4%^TaFRoBX_>PY-cBf zby(wUYgc_YYI0|x(W03nzzO5;KRMEvuQ9Rm=FH}pB1S#p$w(!Mm)jZw)7>~qi=rRw zIIJ8(G-RLl+%aUD++u(}kmi`V68g4R-6F_|zS3-t{#hI)BV#;itd7CwT&lW`7+p9D zu(4s8G@r#`4JoF%Nzb%tmt+HcV64B~Baf6mI$vLKPzSRxi?*vZ%FOlgD^i_aV+Ou~ zJB(pEB|o)vMsgZZjinluw_IS_XiN4Z_k?(c>&nXyJ$UoMrdGwY+WLjts+JZR>_ioq zOpjLItv}pgE>Io3LzSHMWK}jK6W-MC|5gO0lzX<_>Y!0#?i^&&YEt#}XwAfO%fea> zg`)Ts`c%g6#b*Jvc=S@@Vm(UHc!)hPQHmVT(ndo2k7PFw#!=Yx>NO(rei6F1YNF)DI;P@zF$BWvd(!x{9Ud`~ zpveDZ4{P&Z=z)eSLHs#NIbDwUqj^JN%X9r@;nh0fp!{DgLmHmZZ$JwazpA*(_@gYS@NOFo zD5I+0CUf8&56`R>V<&d%V0KV?tlv5e00Z97orKW{&rIYEu}4KkMOOAT{!A>qja)U5 zb!Kxc8Lmt<$HT5VA==QfjKNxb0RwRQ&iS|X*vVS?5Z?j?_5^6qM^lB!SF0|mkE<(A zBgR)|vh8Aj4^4IsIZjg^X7cp;{gU57Ur!$?Zqi7AdOA!VUM{QP4+iBzcTm;4<-j`7TCn0Ebf>a5$95sPv$ILdr{aZB=OGow?Rx zntEcS(M`2CR*mOy`8=*ce9(m0XziVOYt+B29k}ckq3iYmk##%&XP~}cy)D@>-$-c- zS&57&2P;<>QRi@G1Qomb8G?}dcBB}IFV9=Xj;azBgP9* zAr^_%vEG1L{Q$+|M4yB;J*Wm2qHbYflpu_AOap_DXUDP-^g8u(347&H{6&v3MI^p1 zMNgMidA%iK5YkW81l8-Uy8e75J)!N26l2}9dHSqT_-~xi7?rUHmKoBD`t+AT_(y+q znKXQl985V}c;!-f>t%v~USR#okzLGilEm}Lai5^Z`0*-7zy?H*#v_ONZzv|{tuY_O)qCb#$$q@9ewzKBXOvzCz*``(H(p>c&go75L$n6-^{8 z4QbhSyibtXfhV~S?U$A@7PlX=9tEc*m)I|h|K zS=hy9AhY^hT`3jxxlRLqBEDLWzD^>W{9ecZmfZwcOwvRM+o|>0>7)DHMm$rQk{vR7Opr(V0AAhQ1;AJ{IlG8o?j0O^ZH~OOr4SJ@zxhs&@*&&%Y&zG{KVx^ie!*4> zA#!h!JbLOFzJ5;&j35;LB2pM>E2I+BM@6_z5#wqR&vf{n;QVz&Z6X{B2b= zZ`?E8G;Uvy!Sdqm$q6pJhFYuTBi(kq9f*Acg5u&7d|#^Y>YQLefu`t>SrhW4cB>L3*>3<70A-Ogelsk&W%2VeZ&|2Htt{9+<$&}^B82| z%ztob<<%bX%dA=h-a%JecWLdmuP}BY=vaQsojXlzB1Q(lYaiu4>HRxE{x{6;%W03F ze^b$F{=;h&_@Ce-Z|{Z}MTY7na=-j7H2@qxo{JaODFLFJw{2^Pe#F*5 zVQ3e)Cv)kYbhZ8uyM#pa;7?P50Ex?!h!WrM=D!?&?IXb04$JD^{%4E+{hJK6{X?{+ z105S6y8roL$FCY!<9<72D*T#RT>zNOfNatG?=Amd4~ses+9TO#e5>%*4HU45x}uFm zg}u|A`%8ZVIPK#&IiZ>OZ=x>B976(ZwPRW$N1%>ytmt=2UHn*dcEF{yc+?eonq9XEJA*F<(7LsSo*I9rXo&6QoO-cnNsF5zeNUg6>28~kra z2Yw&*IvN+(HEA;D^er@bPejI##@Fs|T4NpOmw5i|cmJ*R+NHsD(iHPY;;TpuK#qfZKG%S*R8!HPrzUsB~t!l*y&jtR}VfP@)H*QgSS5c@)>HVv~uCs?060) z1o4UB)51sHaTJ)+)`kRKUPyyPi37d9;A5DLlSf|~{n{FsyIUry$Aw=rFdvNcvskiF zb<}S+wE(h;Gep~C!-UnBYi5zuW6b_j3*ao6kmQ?bH-vWqdkC097O}b;mwbHb1Mob-U-W+8nB{HgiCr4@lE21O=Xer4p& zx~;Rbvk!7opP*iWF4rE1M67<^JZ!5C7=WKwC)6YN&7xh0CtJ7!z#Kw)X7KrRBv6{7 z|1>Bpss~O*2(hPzLu7cK{HVZg0aPiJB=(8x*W&x?$yI|D1NE<5LBvliqtvsH&wBbQ zAeTOwzK2g{kf|p#Do?X!MJfD?uWDxQ**XJt#?xaDB^3L-(g1H}!^ss)rLKaR+=$yR zb*Godt`xt<;&zC}((tPjJuSu0ijctWaAJ?)jqU)~mnxa|Ha5UjlT%sJ7Zf2p>v=)2 z1i6O(`qKqqKsL-CW>w6%@gV-A*%eT)GVX)Z7vqpaE6LT96pTz_0VtXBfk2S;Q}594 zo#HvJI@xe{KKuZ&Vq7uP@<~rXZK%TXo_(g6z$g{{0U;lOzekJF_>`c;tphVZy zsJ3E?52~@{KuXBd(~gOtlWgpG$LTm$`|6-8e~*4nA$6$Tfca#BV8l_oyF=C?ToIV1 za@H)h- zHhv12kN~}@n$XlT?^g=k_2pPczct4N?mK9>ZaidWJ`{91P}G~L-21dnM+A-S>F$<{ zaufgYDDW7PFqpsQgPowB^ji9mqUmkx-`cta@$4*G5LA*?`@4^&7O5uyRLTgHGnC{P z7sm-|JRQEP9wVS-Jklf0fL+?k0$`sLkbL$v|BOcNUj5)@d+%b+v6vR59M)?kPWuQU z6YTC#5LWBxQ#r`wyf$kVu=ayPLwLYsbRs{YSvIA&-=gA=V#O2jde1|Pw2@4!2<27LBF(v$mEa;y#2fL(`+{*9vD~#GQ$>V<-zwL_MANUNw9N+FPX(2^zCm%F$pe{{ z3q5FOd+T-Ta+Hh@@PQ8Z!8iDs7+D%Fx9UuNZiqc=X7y`wJfEtK->o>n`W(t%!AYeR z78bhWSd4w5is3(V4vR2!AF7MI^N5&PN`XX#`Cxli{D%mZG3D(LbTu;4PuNE4o2Ymh z5CyV;!g(yH?tIUt;C&Z<#+n5-KUG=)>H&myeQgU11A{w%8gW0eVo5cg>!VKnX?aJ7 zgVTy*U~08fgKhhkmzUd6GMrKYq?N7WW!| zez-b#2py3bql;0+47>>C_hQslhnXl{7*z||uGs4c&B!k*Qc?C|!l(r~va+(V*Yp`i ztf6gUFP(nXKWt&cT}Hd6YpcJu$=kUy;Emi3D)r0+zK5TR?9g}O(=@$P69vC|pM zrB^06;;4rZgUR=q)chHgih9U zUC*6}jR`Ygy3ZnufNt7WR}UPl2>QciUb}t(wqy6IX;u0$(N{fl5@T4Y*5?QH@7!BU zJln+PvyHp8y9p1U^BqZ5I=8+@hOuTce(HQy9G{w!3v2gH+*PCjC7zib^bAtnL>+0k zE0x^bC97VtOeg2{*@QK5K;^WAlvK;MOy;^bTD{uy5yfcjW3KXqzyo}1jJassg~WCY zk84@R=PAa3w3AM|E{o%4mw6@3zxes{=RGA!#4BQD%(WaIYp$n!&r6R?cu5buUdY0= zbAQLlO`5czv=(&rso=g5uK%YyuByGob(}?4Y0P?yE6?GTD7(9hm>uMAd39=qMP{Mg zQb#vi-I=mP2AdRdv5z${5KrI!D+v19q&rY7RVwt#%N6Szs_G9bI>>3YGQyZ5ra@7o zW+b5LPJXcZd9vzS{5lX1%?|P*#Q^1jlercM*mJ*ddikVOPcssDjrLuily}ERu;?o@w6Kq${6HT!^Q)|>`H&5NY2N`Ff_1g z`I$3LNN!9y`SK-{Qs2lk;*1ba9<;!41}RQbGT|#-{xo!?Y_ju8!yc``o4cf;VA&LK zW16BRbYD-XTIF~bp?xC@(9qP^)f3jOYk$_>@biO5P*B;wYqO?XPaEx>OpiEc!1?g9 zvAz@Kbcdb6aFJHYsk{Tbm%+x-v>au6YLg>bX(sbdVqTVdYfEl%pP|TE*_jyMZ0XP6afZ!J1m?-Vpae36@bWN}|@PC>HFvcZlW#b@?WjbNS;W4j^#UYuFi z5Sh1hsbt`BhU`E5$k%+Vv`>6MD9m7t+iD#ruU#M1Oj5&KT{2;V@|Hg{u+3U_YifM~ z`Dr9-TNJcKOOS;z3=1?!=`B^g^9ard8IS}pR&%#%IVw7Yey@CKCA^RF;A{B@- zs@u`(m#K~mqvqm&Dw#eU_Y3epf-q`j0xXY%vQ9@v-Z$8^!4~M z(L~Wfbs24VY<7BsGyS!%oH_!wqkg9zDhQRa`@bjq`@Z9U+-8@$b|q+g(9=_rU6+GC z^>uXY!UPJasK=ie+XMx5ujJn!$gF!|Cj>%?GTRNXmXP6E>`7SfgQeD<%QiNi2_;70 zc5bS6boA{h_aI(GKl_BS#OD{&`q#gqZ2Yz}j&=BTog#wVL@qH!LAR$EjgkopVp`LJ zM~!hnj?Z`7_*IcbhBdFQ8Sl8pQsKvM4DCdj?Ghka)@6=~e~@cx%;2^_8SwWvSH2&o z6m!^#9tt160%!>q^r&Bg5@v4R%t!y}(Jd-ymU3erw;AtlVb!9}oWA&0qO#17##t{#Qg0~a$LCTiwYz{%M2*)$g~l%NxH$!LgT4f-xJjS4>`L)b#tCQGmL{ zV#JVVgrabT1C3LOcdfWv7Z=te?|95Zg(ykHu@85FAMnw6$6ATxPAIRyx zcDoh$6`5J!stJxeX{snC@KQW*_U`-pD4qH%K3~)7lsY6h?u@9yP8hZI{?+mujhTo! zmyteQPM;Uh z;_ALK*Duf~GYtv~da&=b*5ZmIZyj?`5;EQ(YAV<_0>SV5hDN0!b2YQ={&Zarf|<&W zgaWI)rsvU$QmkQwD^pWw`V9cNc0Wul-D0^DA}i)=W@fzI!B{b=Ms(gk`hMCYy=P7b zl&a~hW^I1yLCjoe23$$7{!6kKR~p0(e*_zy(T{nVF+EKW?pO9YoCf$s{2qhQTeYjB zu?tj3s8pAsYxoGsebyHPtB$R>&gC=z*x^2^hZ=8OABc{^fIYKY}wLzdT0wloH z3A;??yS%=kbAc1)($wWL5Xv|1wlwJXLJ5b~cG~X}(erhnTBgr0ykqC4@v0xP8PM8- zzTn04DEphJ9YSBnm!nmO1ki=#Fon&NkO|NK#n?VP$5)d_Wo zrt|?_f{m`SZ7Wzqi)oj4?}&@Le00e9_W`?2TWVeyC(I~ZcDCt}!j%v=>JP@+yN|Ie zS}P3^Ce6Wu{bAs?C=MbCNz&M`8I3&zOE%5s&;2_-z0936d7I%o!P~O+)wN9)c=sKj zmT*$i$D)=FNc6^=kZNzAu9YxpaIFx6c#4!yotd+K`hTCDu)!gQD5x^XqT_G zjR^oKOhJ<$Ho$ z>H?#---l1zQ2H%rL96V%c{WRr>w2tm8hN3t$xrr|;0;5ej3XT-BYx8b0hbOQSMm%M zLdXLB;LYo86)mZ_mf;;98+MDo-ueHy^8x+r-}VOz-FSeg6r^zmJIlVJ82^9Hi2eVf z(JpoMwg=E=9c`ozh4sGAnkk%0ba9vvYxTVOz;jyD-_N<#$LG~h{EV>NZIsl7EawJt zWmr$sdL5!^YCu6{k2foH=zHeO*hoKY?4vHThOikfR9xEGKFj$XIng`peG)gUF@GQ! z8!khoJ2(@cbEXC$3+=;|{*w=M7rdM!NMYa9Z8#x-Vbu}0rMaF;*DG*fy?M*sf+J5U zo)@2HrcldzHX3wa7L_TvsMkro)OqOSw-M4|kAtixCZ|$U?KSWGxfx*{Z4)AMu<+gv z_#LwLtn6qaJm}=}5;cW1a+n^qvk&5zN{!j0p0UxK3I>mT*_LK$I<+9he8lzstqa7| zz6vNhG}!Mf=eL2@YG`k5N=oiZ+kqFh@J+gbijSK7#~_tutl#U)D4#PI7|&p%cd$Wi z8Ex(cheh7x-t;@N5cSWc;a}evNB^~$9=|#Z`D48*H3lBe$Sk``8TO|ab&XP|%k{^9 z9m=lVq|ai=yE?%y4QaxH4Nf8an2oL%66;7gr7nkzv)o0FSiPL2PcGj1{k=BQGPH_Mu2x03%bDMq3EWiyLYK#!v?+ZR+L7Sv)_fF zlz-jqKR#s5idiSWoSn^6CMT&{Hm0iti{MmkYN(S2cj3pGDOEn(;^8e35MgCh`!7XC zVdUv6#f34SDh*Q+Rep>Cw>W33liE)L*CfDMYCgh!%vBTM3W%@Z`MW{~N9gx7L|`pi zHMvJ3SxL+Gj;VpsMEC_}pWsd+zIrDvf;$l}^mDGmdO0L4*I#8e51QM}21Xg=!hIa8 zLy)`sE0m%b2q z7lccvyU9XzH2_!P7~m?LI}t6k9~fty2K;DUz+aG`n4v25s$tow&Eqv+T_OF)BtZgpi|5 z+JPW7WfVAIu9v30jpR~a+4>nN>T391w9+Jc`aIYjEq-s{>2~PCT#-p4I^J-<>}b9dEU?4$d0fS3Sk15aSH3eot44ORg$@+`G`$rNM_+CSLj7NtSO$ng%Qg(_CIfdi`2oH@`eu;`qC1 z*E|Td1e$#Nv&i7cbgg>!q+;fJ66(5rf`Y%N7?je5^Dsy$OrMl~8^X7T@yavON}e&E zIBy)k3;I`0lCg;my~FqHD;SHceEoKE<5rbak^Xy~*H+ z!d0$k;iBPwo3}g-`HUZ@^p0bNzmv{KO^;0v<@h4a6DvI~rtVuV_#DCxq&QjN zOll~*r}s5MG*S-p^(%#aZN3*$UxaoAa`dgPL;ZA}z&jsx zfM{9b4G!Na$??YP@EyE!ypNk#BP_(8!b;Ny`E9PI)z+1q%r)Y}yc{(V+*-BWWb~&s zn4c`sNKLdchc`~cTIQIMzn^9v_FSLXZFPq^q4YU3b)84kPR+g9PVf>s!~^98BbxFBA;&p|wz6MMF+WaYi9L#LRo9s)uKYR2_1@vJB0HU?)^83k+(i zjx0J<;>~C0lWup_7t93nd^*~a)kLsseOGYm&In_@V4oS&mRTwh=4joV6z@9Bs-;8y z2D6v_9jg+%!tkntbp_437(>zHoL5jS4V%sATx8zQgLenvwZ&ur;Mi%ZQiki?k)3Gu= zJ!!eb_*!v>zh~+wC(JT6cWv|L_4iVqsnn>Ro|6Y`aMXt(tP0;~$!{1L!%!FBoI7fX zq`5ZQtC7uaMb;(;dKMqUJsogbcC{`wGY>~=!)Y(SW5q&qAxY)rNAwKTf#|`>+{s~0 zkpY=p#CUy`4>o|sD5%jz@8u-gd?z(43QgWLGK9D2#KNzsU!1(&6>CL7KG{SgOm;UC zo|ud03r|-Irm#D>XY~8l*f8tVQ)|2mY5GN_-|MbTM42pmmduc6?~vSGWNlu<&BnM# zYj;WHxLcYXpsJtS5r@wGeA;eO+-w57JiYE}-nEByp=HqJ^~~qhD+4ToEws6Fb;ZbBUu#dZ@r53BTRNg@q9tJSi@YlI%3WenHk*{ae?4c3<6D{DfzHf48eI*|wnJ2!_R8%_ zu7wn@EwWlucZaAF20paO%tw6_b^V7FgNfzqdc$uwnhA_qKjcrX!C{GXt8LajYO2W0 zcpbZM)e9%`1K)a)P2`h{JY;&zyy1SYV(h2d*^zba1*dsIuRkq3+&Anc7 z;Yi(A*vOLtHZqAKL=jbR@1@oNw99b|*tr3G`5zlcJv+cg#`5T20giKi0BmHbCw~Zy zNA`miNkFgfVp<2$Ph%1KTgOkfxfgAS7zu8(Lw6HYe<-7?LvImLUVq?R_tI2)oLe+K0TXT+d=Cgln*!~7{M=grg(r$$eY#O1fFlXGrCU%0BQxsGK_8SIOs)M)P zDFLVr@xw1CerosGHyXElvPztDq`Rkac=LJ^Cb^_{dei^rj;r0r=K%m9(h$pibMUfr z#F;)2BvO4Lfxb}&NrH1FIVdmg%zV|3~ny2Y$n(9Y- zdrYtT_03$Ye|k1c+4;Ah_YvaQ-O{s1CJR!)1zWCZQzlajPLK9z#Dk`gS2+Q1o|Q+O z4cTzUP&Ui*0g!89P^Vx5U0$JLZZwV+2Aj(bfB!W)x^=p-g)YKcj4Qnz)Vvw0D{SjpP3o#SU2?dO zwmpcop)9VT5C3?n_m;NnDbZT1E6bB#z$EK}qM(SV+9rC&X=+Lgc2*+is1T%P>fI*V z<9h0{JvvS6bgx;L2AYENcu+$7bmzY9P>E%VouULWQ`R!|F1(Rz`uU@foxAcm0jAa2 zHF4<#e%;ol@m{9p$^07Su$*LD>?YX0eeMon7U_;Mr)8PSwZi*h;{Gpi?zgaCRv*j| ze~A8yz#quAFP}neXaZ%W|kYw2L^m8CRC${Qb)DiVb zb%X9vdi#5j7mHJvz>kY*9Z^UIM1`_{af`Q;G`XV$nHHXqqcb22*$(u zFKgPpS5`q+eBid!_>-4=l?E%NgBUEo*Z!X<5v)PPWn40RF#pp__ncFP>{FE5%@>bN zhCYzfRQ^svL2~nVOHle+56NX0iO(aoQG{||I;6HJpBl>05Ao~nUb?4Al9K`QT%Hs5 z&dyS4J~jSJGh~$`b?XjA5iRVAcd_;Rj;4ol7BlPLGtWJ+*Zpq0+)hyKZa-Qke(xq@ zA-}LNrm5*%_XcC>%c4^QOoi{_uFlu9>FWDgeK3q|R+?}9Rckvt!XXKx0WbDq{a~*E=*^`RTh)cqBgs z5RuA|?diH@K&U{P;JZZMambRyZjya6_GbbL5Hb9K-u%O}67jo=N`3(Br#J$rpr~JM zL^rkWJsry(>vcL*znVjA%%QAB&Q-D1%6R$&LW_Ex93f)vJr$u&Zy>7iFApJz5hsHN zy8B=Wt5lrY02*+SiGa+1~(~vlV=fxXL+dIC|!Q~`00bZ z`Dmk~(Je2EBgbbaPp*D2jgNWs@|-mB5n=W2IBgo4Q0R|1ki_= zqZEGq(fXCdZC01qc;%rd7a`AAwFTB^DW`(GT2pn4Cfub^vNN(TAaz2aQ0MbmZYm+D zP|n8`Lqsqjw4JhZDDQ?HvFEbHlYl$63ta9Gcmh7YZrKQlT6hs7es#{%qiH19+`v8qmUgz%S6TgKUR zK5bsBvC6w}KW>;?Qa#6}D7|YBzkrYAb~%)69_{YB7_&nw+@m)Ar%r+H2*bfmR?Fw+ zc-A@)4tg-%l_&GoPdwAoU=0Z@qw0|?1SMt%rSgne^5pxMK;gS6cYh@iyDu(5kre7z z2PyY732|}X?{;|rBn1tda)}h~FeY})uX-eRkIqfwaO!PXEMrY~xO@TU9uSsmB7%b( zQW!_d<&IgV>8UD2PCarX5Bwpnm!)GQ+PH>grhZV#+qsIB{LyHhA{rAEJ2+!1ejh*I zNNn;_`n{do>OO?CMCq(`TS}5LPKUI+5e_A|DkR9wLDr|nK0V~^@Tpt2_3!QXke;L( zd1MBK{W_q+l?8Hwgcr(OZ6K18%1VZG_q3Tu-HMnl5*jc&|0H;A<-NFP0)nR7adXzzc?#hjzczl6xIjlnT$hXNe%`3dR;-5VK?5(O z>zs_&ov9v8Nwxk~|K@zw3p3UonIrF$>p5$Z*C6`@dP|Kw&QZ~LxNoo3MTlW0e7)a| zt*yo}d!-#o)>-_}FdA*dInOM^K3;*LxIYa=km}k7lU5pJ@bf*?taUp)R@oMq&>Vc& z-jgqiTz&K5jJNnTqkvXItT`3o9Mm@PXmjfoc6Yyrq)jQMW>w#x*@lr!Q(v9S>l%2^ zhy%U~$9O9wM|V)R6XWk49|v3$A>u}h9d2#?#0>tO&chCMs32fVg$rSfI;^E)LEWj2 zNQZ?~OU@s#!wb)&<*u$y`pP(SDz(^;@&*y@e##CTWAN?& ztdHH7V42x#Z4ogQo$%m`bWGjMj0&(3)K-C@*W+zs%@}f>ib3y9W6j2D580`rD_0yE zPv#f_aWGEjzYlQ!+6e?6j*2NBYP$y{(AFLT{Bp$KtfrhVk%EhZ_+*tK>ombEzfP8(XLqosWG{1ysr0p&YJ7 zqY~B(bG=0>zh(E_MWpvR0J)>J4~VqE4M+Ul3DU`wn=eD87|Bino(q}$){L~GxJeBp zQL!mo=^0FuIa}a{8J}-fv9MB2a7Bju&xuST>+LcT$`)IbEqjTQU^~xSw zm3UP!JP?^lx)j`X9JSC@QxpehcP@=(A}Nm62cTsWRFg*LU0IE*e&uaRs_Nt!7#%8J z?uuBh)Ua6E*G60&@J3608!jG zkBTW7YV#&i&02#<&bWs|OA%?3&&OQ5)?ZqlZnvw75ftfRGDlE+%d%v$=MF-iL&c0UAoCHCp1G~MYNuZTzdXxiwNZS2tgXL zX3*oG`B)D_L@wMOt(!o-WuB#fe3JM6(8tdiN*CJB%;!+*UQPVkhB7C$crU9JSa|Ic zPi}9StmsJqTv^9(4U05qD=VuDZ=J*n*}0W>WJqRXkMe%!jVAN#oSpR|L&cB;G~Q)l zc|o#5y`ZP9$UG6pObSfl3R~R)jPas@d_3`wwh-TnGp{OpQyZT)5{>vjU52NzCd^2G z*BH}+dii1Xv@r!;xlO-EZFXa-YQ^d^ZaU;)*0LJILuWqb#TafYA=LnLX6eDaM5R{e zR$7`iG1IWfUL~Xm*;!_#q7?X@_bg_YoX13Zp`k!nkQv7&!eG{&~vp+l*O+!;Mx1blg_7gs;)Vn$>ug_ zT-}VC-Z$TDhn@fVj5VX)n+ab#>k^`k(Vj$8^lr|-8Ab4zOIAebsOkB{yV`b*R2q&} zZyu@g)5p=X`h56A;`v7TVLs0{jqz0FHw25`!!bmr==fh5e-q5nCtyx}P{^tDCGv;z zCea7N9WL*P=y)soetx9E0gR-H9_vSGB-!EXq}=IJ^Fi|)IgD-f>II69P+X9IvyGke zppVYY4_UU!p56w-kCbygvaeN7=u8sf5u~`+DJ@*sUggrlCd0eiou_XHth^5UW%ly|%?0spn|jk3Q3gucUi6&1yL>n2wEk{eUMfaZ_^oA#~2Ln%1_f**ZRe#BrhY%f%D5u;mjT!b>G6OyJdEeXLO^3H+ru= z9wkmlJfCER>VECq+5b&eD56GkE>uLX-r37qGi@uT>{| zv}qC=o%uETnQ&@9wJW(hK@bYZ7rYCu)U=J&^(22DB5W4#!)$#F?4NR03BDoky9>Ic zbrsIu6<6)G8or*KVKou#{NSRMEpq&&X`V;lv0}$?yVnt?fXWhTlybggr;F#r2&nK) zi1RN%VY!Ajv%rV={dm{ulG^n}fm&Q6iXR9Q!+U75D58L}sByuwjvDAls3O&0E%&G* zr$wwK0=vPG~H7)0x)#|Z?xHzqW6Pcl-1vh{B)!$E>yqY)4ZHQK|PDgEi!*E)x zt3F&z6G&g_tOJ|rhau}r)6)(f?^Oz}R2e#WhD}@v<+gSanNv_e;R=njcR;Z3!5;eJ3PZBlSX^I^GaPWi6P>$of>DDO`!rGPBZ4R(nkk zn|+@xId$>bsmh9ivlM1|aa!-=49>djqlTHP0cE8=7hRiEz!&sM!Kv!y(^Wykqbn0J zlf2FAjZbv9TYfv!Syi=u@>a+1_CYI7FZy9a1MfIRb zEwE3FQWGeryx5#KxWS?aDv&tP_yNDAOA12#y#+BAS%6QF&vi5ZEzI{+MgEq_J0FQ#RA*UA&07-vpQzXfD3HfcNK<@3|^*if7jr$wO zP5sMK3)l1jtR5Bc{i?G{a`x=s8s)z#{Xk6xaBRc&5&GcXos&Q8zXS)@P=;Pu+DQ5C z)x9rS&OBml6L!p2x>;_2hq}zWuqTWVeN*Z1{bmlRCNOrlvyu zxo%y;N)Adl;!XD1Z@%5K)A*nN#P7fLxQ!gl{Be-MGOaeq75v1-(%6Ww#C&l3n@wBy z|GvRLwN-DzA;}*L)Lu9nHLnyTequWmhJ_buw8nx1 z)pvHpktYHUJedwuPDsdGi+D`lUF(X<)raE-!mrMU!6l`*a?GuIo+s4)oo0 z?572r;#ybi!eX?!IU7Fd|MQ3KBIjN{vbH%qwqQR~lY}XM*4mZpXPEJ!txe{tW}LN5 zax#q|ff^_GB&N5uFJE@~B!BIZGO;ho-Pf}VRll7$xm#2@t${SqMx8&Ki9&H!%Xyi2 zBaU+ga*l!Hsm%~!e44)JQZ0i&zt+X6{a*ph0WM}q1@z+J6#jk}FmbDVveZQ`cJ0Ih2UN={n)7sov zKd+7}eSIH2;o_Jt#@bzr&1H3Ib94E5%XvNUeL@`b#aO#*vAkB7Hb1vNc4Nq&F%(UU zbBf+E?g!v+>&|L*8CW^ja$XNYyN}}>G1lQ)EU(q2&Cl(R-58%w$N4zsi*eUKy;xqW zwSCZ+{5?uWD^|e;|Gan(tf9f03YNw6z*z69!%AQL_tvF%irz8K{Kc}EnyR%E_fU+Z zWiicD@b6!LE&aMuw_?TmE9*^Nyi;6nG4A@O7qhfl+XsDvbLkt}$)E8K7!FJoIu*0D zy0m#)f9%G1Zyo33m@md%|MX&ct=9HI-+#})-KB3CO%LNfJUmF#+{x|jH)&Rlh;IB& aYWV|b3aZCT;6J|r0000h=|^eGGmB3 z7&DV7BaCua_HXZV_PsYw&L40*&&(`qeQmwp+spS-LrszT9OF46A|h&~NAj9PM3kOH zM5Nd=6u=!;FGY4DB4SfpIXMj_IXN~BH)ktb2QU%Qtr*95(8r{*7rsDkILtx~3iR|i zY;JH|94hd9ll|<~jXTGMEt_dC-=+4i$d~Le$ZwsA6}f-;d?nSnP_y@4qH{A&^W+XHn^?s@C~7d&mT9 zLCT^OC+?MYzB3J|D9WU)tL{!YDu{r{HWYdMW`i>KQv;Z^?S5sGvwN@N=OcPv1%Gx? zl$(Ov_Gai35xv(tITm46E~SNA?QAB`&xX6ozr6f;C2b5n&*I0(N}QLl zR(M^#pM}(VSOyoI|MuaUczt{A*W}!z`{-hVGJ@_^zbxh2o%7%8D9FA9KU9tMR*d{| zdu0EN5losm&DYYn)PYkCfVd7=PsvJEmFNy|eTIlQ!j^~(xFQBVjKBxjnAmV4O5pb* z@R83X`THrQXC~?2*QD5=4P~|Dl$3y9Eekg=*vZ|-*#qYpvknY3ZL6*4p{J@MX5s9} zXKv~I49w@_=<>4*k%W&JaOnv4FlX~|bZ~MP^O0o#vxOLN{qr`6o$b#i9`=&#da4?1 za?WmGHetTIe0SNU&attvNw`^BiD}9|{Hr_gpCr4Dhlh(82;}YU&F3w^=j>(;x+f|s z3cAY=;^*fDTJXC2I(eA;@H)BQ_`gB^9!DPRZsBI@;$iFT#P)Ms^JmVU9+K?rKPURv z-~X)>>|^`ynVj7JdM)4uK|h~>?(y9P{cCKXtHjT{Vj8wSUbSEBeo_|9JHO?fTRm>?Y^z2u$iB_3yp;tMfk}{?$Pa*k7W z>ovYevi~+?wr(bA28Ug_t8T@a8$iJOK6pSxOm;!$KYl%W6f*JL;qu%6qUl|d_4{lU z&E#(G?l-x)mEGLjIK;&bx3;$A_hL?;B{E;e&aNmYC+Cr$UsFzQu2K>|80ZkI$R?g! z;-Fr9M|}K_l9e6#C}#H3C)?g_vd^oJwYIBnN`kcdRj-!9*ly*nah;K|+jJcqD#(CMN{xw$hhGRF3R+!_ke%U|0ET zQ-hsqTXBmG*+{-jQ>vZ`UAu4x)%orkt{c`LwR;ULNLm&I-(@=8f4uy%DERo^Y^4Qd z$8157=G9Xs3zp#_s|ky36KpWddO$uNCPKffv5Ng;WUc|-KY8OrGvr5Hlg<%I$j=5h z+>_S3n9e=Vbh^bHrC=-rS#_FkliXO*WIJteB9h8W6&=VoZ>YxIMG`!pc=?kF=TF7f zt}uSd=eLt(iwr)C)hXZ<@;>5vS~W%1d-IdbH(A^J7aT*<#Jw+$ycNE)aw?oYKa~;Z zTSp;tBn@RCsEZ@WYTUxyq+bBbZX*@IGMQAukDgo}k#-SVcB`=DO0AC@M!ZCM9+NPa ziHeIOsGJwly4m#fHx*AsGPVQ~{5E!LrN6t1u`ennm|{pcVFvUtSBr<_=9P-!T$=99 zj58YtuPc~6iJ9GIjzhLVMq!NyiscS7RmTwnbrjyaVAP$SfdRq!VD<*4cdyfaz25*1 zxLzC?Zq?G%y!uL1ZEm#aVT4g#NVQG8lIR(EEt!nro!J3)xqEaIZ}a%Um;V^~YF{Dh z(I3yvCAKHSp%ex^7~>bxQ#qXu%)HO8S;M@@`jD`2$;P>JNrO2KI;6Mbw3NrT?j$Ss zD$Q`}+uCzf4?LTBg2xq@m;gu}ZWL8?>qXaNnTTh68O=}oR_UWcl{G|k;P36pLU%`C zbB&kpXy2-gr3l+)(ikw*c=kX|{xnENh6V@Hm=tQ}-g>X?|A%U_U<`|---kDGoT{-w zCr9-^;x68epm68LI&j-IDj^MBb2%o4bD?3~gG5AK_J%nM%k9FR!eOT1dvv8MKfnmNHvlgr`p4%}#*F-p!fn^XGRB$E&KUt6zwE9hps^wq~#DUq74T()?bVSt2M7-K;UQM>QgxA<^Z4XOd5v9j41DsyS z{dUXlq+#Bg&!q8e?bEDQ;bvtb z?M%4#GE6Sh>+~i+!`k|?K)&>3gR40_7|djF8U8bMy+~Ogz8oblP+$nR|CU}Z$A|b@ zf-Dc2op|prU~M+^>HT7fUwxXYq=kOLDzkgG#AsG7%$k3WQLqQ*R>Cq)5&)nt7#?~)HQN_!En&tHoCz-A!7T$MCB3< zoUMvp$ZyBScDA9?HoC1*k-#KAx4OZ4_avv)BP^h}o5DlL1wAi5#WKD{Lhe^PY=&Nyn9J9C6Jpa;@4aY$rw7F_wUXnogFR;?lFh zJLsulvO4FseX9%$Cr+JTi$k+=x(Z@r>e&rt(!ylE)*Vf{wOtCxlIQn2YJ-eP*4LR; zfqZ4-v=0Sr-&~JnD-FbF6eyuab~zC@yr+hExUQzNgZuKtwfJ5wudY0HvMS3FM+iqt zs`pPn5w6PokX|e|{V-W=ZAO)z$B5k>MHn)i-S6=lvi@$k60PrkgO@-15Wd~4obNSO zH<(rBu>W{Ja7$3X$^V7nm$iIs+?6kC@7AG%ZhJTT`zjS#Z==%Oi>Mj{o|nv5Jo!|+ z=KZC2Y%!D54RxeWk#h&@(;oL~rcicv#(nil9QTfSKwzjHloBCI-Dx?Yi{koh*{cx#bBS>22z}@Z!oq#iS#=Cgwa}gG^Z~ z-oW=;2PO5Bw~RuT-BHZ^b`!T)t8$eSlQA2x;(nN}siWW8PiCc=`}lITq{H;x(XCyC zO=kpc;?dr`X`K`DPW+vxuQuw({TaI`el3MLQiG{8;q8SKPlRky7nzn}0mpKb-CGY@ zLYDQ&J>!l9HZ=CsA?q854RbjeH}eyf;s_>EN>V=Hgu_D^iS-$@pzU-?UaDk4twi8> zy_&W0{PpBoDqilfcI=Sgd{ZmtOkJS)$+&9p{+4}2pA}c6{rC$MK0dy9>Wd)2PrZ13 z7dy;j6B0K3O`uxvS}E;=)M+`BKuplqOb$*(%TBwTv(^r4krHpDoX_R`SeDkg^_vSX z<3u_7%`*c~!Bf}nuynnFkXWkbO zCHk#BX(RmgG)4BunTKhpN$K@>(2!V)8%Lx~$HYcVJ+;0^{bzORf}~C`acW{pL((Vy zqcXV^{9Nkko7=Q!Ya5rM#B)qq{Wxt}ToxWM@LNVAil0Kd@woYUf5Kzvi(OzxdI8eI zn!ar|E;SJH-5wNC4G`=8qzr21z_sqBL;Sye?HH@I*Dch@3U!#Sko^+P3S#yD79v{K z>GkI7y$1%hb}KD0`7iNNt$TBjm0{@IAU>=GtdRpAKI+y~+&bH6%GnD zVd3Gi!~Jbl-(e|2$waB4uA1bowxOW%uNCS?B*fyMEBScsmwzh)D1u>@zQ-o^@F}@^+qTQXIq%9 zv}nasUIv#Px0x!}eC;Al9U8RulqF2!w%Da=E?fN=3QqwoZlA|zf}TphhHg*VgL_6O zKS>w97Zsxa*8c6f+HGI{ACm-C+$^AW^>*&f-MNzH9qupUTXc3Op(6Ljo2w!{VR<8zjsx+}&8T}OOZ2tW?k|whWx~uV z^H_rppZM)=+`MAqlQr<+o?O)Z#WU_{cvj71Mablaw3Oi85?M3M5uukWG=wqI5H}L!0T=F4P5yqpmw(1!3waVjZg-M}}oQ zkx(b+xiS1Tnw`c5M@6NC0|sbdVEMi9N1;vdb>(e>w+y!uQ?{pCQmTQ%Yq!u^+x5aK z8!Uyu=2q}^#h$RKK=Uof`B>>Li&sJNQ=*I&CE2-z%~4S$<=Dv*Ll7LYT@wfCg|G&& zR76@dv)o3d2NY?SX+NoRLU5KtcSHPl2QM|Qgmb4BUa;?@uAj9Yf-D~+avtn&x$VC7 zPQnmyjO?O-1UZ%?W}Pj0sa>S^kC|Y2TAeXBB;L{KGx!+GJ512)BOueSH zw{m4qq*E@XY0CNiAJLLruM_!1x?7}+bc^rEIk!FDm_iP(n{Zb-At~Gk?U@lz)MuBd zcv~N{_;3U*YY6!tCs8iLMCRf$0{3~>e2v9fuj?9(nGQAHlBQoMEeF3QT?v=HB3>EY zr)J%1l!T(n2pA3<{_y0XPzKFzDPEOHM39g-_~CZ6w7?g`=glmeb4?7Nj6|z(XNN8f zoXAULl=03D&Dts_3|*gU>CK8~_1ougjLJ+(%vsLcTxyH3@gY8P%o;}T28$E`8+DWLJT zc|_+qb+^ep)syjo4mfTnE|qPGO26^WNwrH#;Y`R|g|L($@s4qIsgs9ln*k+M*Ic4_ zj2g6$lSNEvoROMiwVf$+sZJF^#?~>5WK7(mX_a-4mq;0V@`pr^3v21LVLM0B~W%m{`nN1C6NTANeWuR)K@i;To=WJb1k z4njTg*sf9-ei$D0d>g^-v?j^FOOd~J}F{3I9FQN5D#_3i9wiyiY_|*?>*AuPM+q(2o>9A1mN#^ zZupMptJg=U;*6Bq3_E8x~Iqx~&{E0GS z1evvI(2*xy4bmBUw47k*q|PSf*2#7+oHnYd>~Q0Qav3 z_4nGZ)AyV^g%IL{nOCRrp)f}#y;{OE>g*6h>PfqRkc}Ebt+8+q6IwVv@9@i8ro`19 zGD#7It<(ai#;x@#R}78s_mGU0Cd#Jd>q+kJspg3{?>*3i_X}`|D2C6Q)acrPxO&#* zGggvDmn=Iz-P{_e-cKuwa`nRnE>Y2z+zZ1y8Y-b~Ad-E;hN2-x^&gkpIVtaFROk1h zOpi2{=O&5`yLZB=t?%PNZOIOPF^ zQKo)!f$8|>S�pJPa~brd-uoJVYHsemLQ7F<7Q#dcr1sENE;3*$x;#4yWE;y6i_? zJXsPS%@ufa8wH9*nWlgJEZUbWQ^4EL$Litt4G;a{m$dnQ8&%R+<<$9b25Q3W{-e}e z`W{W1c&z{en3oHF!>4(?muJGaZd0ZokSnTXE#@D_1-#n)rG1kbd~5W_Kh3jJv&;*6 zJZ~HtwJ`DaJ6HbxhIq|wP3;1RA%}Y;GjEEBXSAI&axA9;n*5b{OfRCi7Li-nB8Z}& zqSGVwf~V+_YJaz}Z(RTH)ry{c47VZD4eN#9(2v9O zPhL;2-2>b>u(^h4se=M_S24jIKmk;}t4C`yJooS|QmHMDPrn8 zyNU^>`?a0C2(W~oFxsoSR9cYc<5XUu z-|nGb%Ty_W*2C|MT{+lU?4W?gZ6-L7bFCO`#~_Ta@*5NzyT}&pk?@)RLOv z1Rt@wqk;16-!o^GuCKd>uV$X7f~2UJbby7yk5bOfN!kty5IPCA)Smy7O0Syvu2vjbdv& z(K@{Y1MfR�MmesnM`vYm%a-YA0k_FUWX((|tS-4Gzf@$# z5#v~l{`l~1>}{>Q9ss#lt%^-rn*`d9>8neLH$O&+_3a$go!lMq^%L@iu%|E|{yI7l zl5?p-R-1a!j_7F|U~!LZAg#B%E-Im6mZXisAM6pAOPfdo_)L*m1N3kDMr_gRT$LFQ>*>W8#KTF)1P1}ZDjKH4hqA$10$4Ovu0N`Ds)xHAdSl$` zkm1{`hPa6H%!W#NL$o?Q^DCd3SMgGWPctJ6$-1I)PtY2}UAZAwcHLK3ksN!H5`AQq zI3}-;bhulaY3;xwSk!xVq!L0b(q`qA`W0XfJvRQa&o*UU0ov$ z3+D9=|RW7s1(8Y z!NX?2A$hlZs?^Y$q)iM}N@0j$)pM^PlMX!E)m@(`jAJgmWbU z?K7`_6A+%}p#yMI!?0ewwEV}(r11k+eSLR2vqLme+ENay$G7Whjc{ak-O$~v8av;2Ms5rG z{0l*>{gfFhZmZ>K?0^6inJV1=Y{zqh_vX_LjBa<@5-b6n`1;t8{XlFthh-Eydu@-6OS)NX_>jG9uCf#CWJKk~m4~=HuNL%&aQ*)k< zi<17r(6>)3x>Peawp(z+@|)vc@2mJ1tr4|m<1@pJNsRKCKou^5ot--77m~rAe2d4{ z>Fli#k9feH=z-9j^>unU{5UBz%DGW3qUEPcqS1Qqp5${${Q&__Tt&y$?D=x#=1$sp zQpU+Ets=*T4G?sObOPchGn^|0$zy~g-`hxfdF#qdX|C6s)`*l*I6Fog8{1VOdM}K? z(6w?D=q6QteSND)(`Ls+__j`1Z5>xx8Dg$MjHepESWApFlQrfQpS5h>RZqP?x-)?p z&ySuBBw$ttpM-soi&#|`Z1dZ-qjQ+F06Yz?w@pYh>gW85^;t#Ta%>SVu9(==2^ExY zFZsol_G7o5AXB>y6m=Q?TT1JIC*qp-tn2Ea@yWf99oDLQ^FdI+KlO<$+tYCVuvWJe z{|zQ+{)udK-n)KdtI<>nXWO)aIlGWqO5a8!5lty>7$yI`Lb#Int7i}f8okD;$~+;U&#ojKVKbwnH0)Y?zJ-yUA)zOo~Y+%Y+J zSxi(QX);)Q?k$zzKD=>bSjsgziCZtiaH!`N)f@YgC0r1FkL+M_AfmA{VtL zh4Czrb*9ciD?_+&vyJ`TN)a`aSp}>?E(J3uxX_d3#(OVrB*Lp+H`mvtb@3VsI&)g5 z!x5Ivkk49OU|Jue3{%zH7(_kDpPkf-x=kyrAlc!ah|kcEYfA6&HfFkE4Z@kl9a7Y* z8~i3p5fvi`J7C1K6O9*Q^riUqloZVVIbx=SwIR)Z2vM=mf?F6wxSKS2*tRbvD@GViE@TLeluohSTF0dhbvAoB z9&6BrY*o;nl0I;T(+o0VXC`FO@zgLekh6>!DFg1#HaWUB6LjtYA|aNiHDe{hy)B4` zE!F*1zlHeTx<_KJ>Sg{ErFe{Sz^i+*hHo`RnccKFV3G-mC^GjW{CdYA!+iX$f|N8( z9eV2;xBlp^zBZw~nBAdkbsbXbAf>beiQ4-Gg>)rGH|O?Ul{FJ26_?Jyik}LFST&dD zDDxI42+(4aYtdm}bZa&b{R#K?CtnPp=A&ZM^IZ%2;`uF+2XBuRnh;NmwPTov*7E9> zQXy>Zk8QD~6rK_DUZuA^e?;ah3sSj?JK$!a#|QnE)vaD(Y1K1HHWC_N`Sk+vH-1T$fP0W5N~XjQ z4bMspGcK&BbgqzCz)nR8!mo2B_eN1MDkY7wl!+$G8n;IEA;gs)S}D6LF^=q>U8djZ zt0g#qjGJ3qHyvhTW29BhI5>rIeOszvh`~Znf|s;1*)v|3DaWa#J9B|S&pyi{-=x0P zv_?s<`iC}EwrMFDwE^+53Ur3YBQuODOp@Iuo#jD}DQ{tx*g)5awD>Tk%WK|JWUR(GfBv>*tp z{BmCY?lMWN@y4|#Ae;>veb+zd=3z`~0Y}HoH68Oia1{khl>>C;$Wf3|;B5!8O{8!- z3TyJS6;E^R^E`&f;-_;XuqIoir z^AmDbo(h6javb7HYJ_6-tz5N38|Nq{dyF^{+;_>Ur=IVAzC410rJULD6Vi)r3LeTT z2JH1u2V59%FU>``B(B3rzbIb0}JJ}0j+RovmHLgqnZjEOJqyh-4q9&$p|4U*Y; zM!wqF@z|!kD%Ny4&s#Lj%bFv-0OK$6MLG&vE9!K_E8qa-{1$Z+G? zwTA-kEHEV(CZ7y98Ax)EBOrzXCzRdAhI zyA%qSOBD6kd)|E6gvm1!vDIh@4w&()k}Ngw;fgsQa_hY1vV&lU(TS+XQStQxH0YDp z0QnBBN$%r#6%B77u1@A{!KX%k>UQ3|JYrVnr8jod_GjjiL0a0$eOY8tRig@TXftG< zS8bYm%*-jiL?||<`gV!%#R=-yFI6f5NCY4B0oxX0oTer6e<@Z2ZF&<*NvF0~bG$UhhATW-ZE;sd+LPO=wEB{Xa6>hZW0MRz98h@|)DVP>;Asn*u`;_v< zb*B;f)A#MKfOxxlaAq0nnUw!D^q)Z#8TPXmCRB5pWetBFO8;k)j5Kj*Qy`neuT`Oc zhGbrH$Y_YfU@07B|JnVQi#{Y9>wkI+SN~e|myiEniwcqdJ}@sBAS@4OC{2Z^6qBJck&Y1(t8DR60H zcgS7Rp#uGJ%csM$7Q%_L|O?aew!VsmnE zK8RFMZWJ{y2{p^j{O}3srFguqaEN?EzF#oEhqL%2h;rcYNDz0WEWP0?_r)M?+(6m6zWeewcS26fS7+$Jem$w~80cx3ZpHF#UF|0jG=S^h=mSpk|mo zglqzF#Dv4H>OjO|sMpmKq#iVY%QMKd*7&;Sy$Ga0>i|{__ewXftkTl*um<~Px$ zEo*tGNL3qNKf*mfzWjdRW!w(xZ-5odG~U4CKc)UfY>D3Jbq zRKM4u&&Wkt+CX5eglgp#et~4?o8Sn~k&Zay%-s49GTldemwRzYbM6{tl%?b~wO1S& z`9BWNZPJ|NYE{vV<3!US46#a9UZ zO8trW<=11#{-$3+EmVuB8IoG3?H0_8^#_u3LNpxSdaH_ zy0<%r9dr^Pj(|#t*|;C!nUP8|2)%*{_^xAizCxKRdapwA=1A4&{T42`AI1$-G7nz| zr(DWK(`u(8uh^{Xpv&$zmNZ+hZxa{`*q{M(i-$D(4)nb!WTp5Wn{<%%{E4i%dX>2G=8ra6PlCp)OWhF+xd*S`+k2DgH^G{?)gGRpz3T?$ zaM#=rOgR$G2*W?;T6Nb=HR{*^*(heZ9q#$Q-j-fP(j*T<+D)W)Q9%XEaatpUV1ZcdIvPlJZ7FYrMr5^YI~EWsc2s= zj|12$jK>KKz1=;ZZkEW>9{YpxR$hgCbkGQ`wv3p8!%7qP5V2vou~>6U#CZ_= z4}*q%q(AoDF6FK_Ho_NrW(dpj-K|Mnu7u2=wQ6s^`VIJK;ZVJJKftq0t{kNO>c>Ia zr%iCOTPyiA=}_zeb3RD~a@84KzjsqcuB9H-zQEr6YS8pu$LycTctaQ(alLHbBvV*C z^%8cM%j1Yx;+gLe78e3+xa8NaCi-P+kqln3ukMeI6prscM>9ILRUAt0U7vO99K7=6 zNKG979;%D=oQZ#ypwQAHUIH~11N+iO+-dr2L;0UwOx={LT!-AaNVBZFqXZzYjxXd`aHUx%`b^qs{ma;tk6!k z?M=Zug-gxc|5PX~FCLn}FEfQGUn`+4*JaH_>Vjyy=i+lYTsnp=FZLJQzPW~RyB5x;f_d3Q^G zL?4S_#vaiw>Le)aCszj@WhLMvie^Omar`E{`EU%))Wc0m`=C0tkX_65Pkd4ebQG?-JWx&OFM<`XG})IY7&1QSn}C2;+sQGdEu!q>=5(c8S)1KEL-Vdzm%+2siI#J-`uvbpXSePV#H>ZY zK`M{5|6c7522ymmwH;mcZQgflP}lTPtKaUdM2HTyX`5!>@j!bYGUwoH|H-G&7-AZy z3ZYRyK4wxth^Ff5%olW1=0k2gAvI<;mlElb(v@=>-*kiYzl6-3I~dvc>}8Qp5hnqv4pJ z8M)XNG|M{V%gk7%))oC$zqi%UjNuoi?ilJZ!e^}(KKVEt7?aG!PbR zvpZ(5i_Dp=!eC#W*lz;Z>LFrt{x=YIy;Pu?TUF@T`Q@$KtSfTR50syeJ(=_CY~km> z^C(5QG{C@;w4-S|PMs^+!aCixNu33Gf8q0-)jTC@;4%vYvnw*-hZ;)b5E0Sk48%7I zI>P0Pbj$hRKxRS5()@?7tI?>w_Zfj+#b^&pMQ_PJbjIki{-`1TTbi6Ey%#|v-y>=A z#@5HJd#I<3EhYu{`8hzK;gaE$z4{W`k5eTS;3F+ez&2{gxW(rsN)cNmFdi;MgnAVzPskB z%_Z=;YAA-V^gd(xTPLDN83bi_KEb6`7`Xb)kE^r|OJ`_vK=F&My9p`s+b#Q(h*cld zkfIV$BsTEjd&&Un+(f z?hl*!wzQ;9{0me@oO9d3C!=YhDHG=evF=iQcEFD;N_o_K$FYV=DyaR3om*EEX70RU z+<$*(t*k>RV!*XR@c zCcyU1*}1kKV|s?E5+Vn_0wCu!v0CsZ_tNZ9v;9henj*HWC~Oj_`ng3-`5X0Tx|!@C zEg)~!8;5lBFHhgXg_4h9rdhTy-t#H1CrqlX(>^5B?4KkFVo8lm8Y;(Zm>I}qTZ|xCnmRb%Swy_ z26wmmYiw5=jz`SgbaWDuEcReiUz!O^tpHg(l~8y-tCB^ zBy0opxb>?9gHC`-nOx5lyynM;)P?%)tmBX=6q)r$qei!(;Y$J>)%YExaW6%7Z6HwA z5pz)%Dc{6YL;jzMB82S1h*@b+`=l_p(9NgxAd_bzuX%z_mWJ60f(^wW=f}#*K=Bk~ zzm~cLC%7-Ce?%O+!xBYkqNox7OXhrTJ=VAkc;#|C@BLOzz6_?BKituZPN_2WSx`88 zi7HB|OZHsA@@O|0pyy>pRJ_gYT-P{y-qf!5it^O=2)Tb&yWGUs zpvHzz`a}Z8;Mcg*$)Q`QIkWQyCbO|RXt?Nc8Db?w=D9aOcv$?04BJ^i&*ofEMa7=3 z=DUz-J~@qx`~yE98379JONg`0@AXz0b>s9?U*TU5*kZ`n3R8N#BkF!2b_Ng zibO=egZd-OpNsVOwqg1W+djk53TWXuL1aMf?Y~y^%c~H1dbWc9E%P5n(Le0CzZK5^ zLGypO`Ah2gleYdxLjM&*dSV-F_xD)<|6@-7WA&#&;D6-wUy;-QNa!>K`di_7WEs*b zRnUBLyt_PQ8#ib_%Wd)40~9_NSZ(;_d#m63f;UKCP260o;Cc(eLd>SHftuwYTU=%W*d9X_5Am$ueWEpur?=T8VEJ zJce~G)7xR-N2-I-9Vnnse&FKfkJ5UogaCY@xe1WCS4+j>uiU;p^YU*klk`e6uMPC>ZVA)E^&2r$fRo-?kX|fEuVw3R2^CbC_${$F?yD z1bR>D|1RDf^7%@nzPd3kSGQb8HCaSjZ}oob)7JIpbWwXw*zag&czxV!id39QcbRds zo-j7ch%BZ-JB(kW$UBr>Tm%Th@*sNpIK zVu-jl_JBsZm$ky zeLDKgOKIZk)SQ=}7VGrZ*a~oP<&XG=E!j}-0j1;XBUz=JOH{Q-{U9h%+O&Q6`q^(i z_z%u}<}E-px^rb%0h^vHg$NNgsB^dul91Lc(gme<3v+RGlX-y}cly}#Q{A>+^85c_ z*35d~yEokzUp(u15)T}N(f|DHQcet=nVOQ)y$GSJ`{;6k3fK|lIRKqf8ne#}9y z0FT9UkIm_h&1TfxA6s9ToRfBkr3o5E+J!u?>5sSoXKjp;`(V7JRh?T-UcF(V0doE(~{p{L?E47%{#>A5^P$?Y|K^?EN4|?OjPD z)B*MTSgDhE7law<&@l>KH&kl~lpE%iLytGuLkv9Ekj;sPhx*p|c%YzRd@#RLnes8C zkMzOXkQ6ae0;99Zfw}G9L5@lSXS&Zs{Ekbsk+`1OaEfCV_ewSZwcQG8o0%-7bq`Au zI3G@qcTDJ+t^_rNK$8Tl`wR2aZr0DbMTmR2qzFg!eq}22R3|`3hZ{O(0IyMsc@&7r zC!WW&?bG0ru`hNef551|Nj<_7JB1@*5L^?Rsc`++>$TO(6-h(5rsTJt>lzy$4^|tM z*-WzDi8sv)1TC2`Sgc;cgScmfjn-?>`5Adl`RI|MDHD;;EiAsvXRB*Ene90t4kJ&e zno*bPvt_5w(#<6hun-Mlr`csI>HPU5tRK|`O#!r(G0vky4n+-BNku>l?em7%`_7BTrVmI+?KucVT+6<632 zFF;$2pJ>^vdOd*0V-Vop*jxohozA47rxE0nIURk~LsG*7xPt}7j2`9m>u;L9Fb-R5 z-v)k)1oXkuK=n`@z&I0o(WyMBB_QR7wbfPP^GrQOM3?&en+Y7uOe_OCl8}t ztM_RcFf3=Psyt@+=^AG198*%{!kU2u+<5PK-_D&`Pulz33w5#)dXr`as@o^~x}2&9 zeJvhQ2FCT0=CFPi!rnYN{{6GWqv6&bG8_&H%B*$;IE!?IKaQ@=nU_L?Mx>-yW}^F zyFq!E#cIAYSf_FVlE}FZdbp7i+)0_?@?hZ|^jOl-@$QrJBj#a3Gg+yg#t^s@a0-HM zSe_lMXrC-(KEOKEe|IH+)pI>}pV(S*KQh#dg7;QCF*T?6{Y4uFQM;NSw7jK~-tz(8 zp`zRgj%P+no_P-@3n2!#mzEFNTCm@S)LVSF>Eje5+UKAqlGSCMx`_S2+K4h$;QWOU z5 zWr|hVlDfNaF_xL9;j zSQ13${bAVHml**IWzh@*IwmZHB1Bk&N)rDV>V4dD1ddB-58K_aulHNIJVLUbMXQKg z>tGt)}SH(Ahj6Hhe=98!jl`wrse3{B|Wkq+9cMt~}C?QA^xVAOLe>BC46b(hxI{q2D zF;po*eAUtJi-%yDuLBY#dwr#((}H!rIKpr-(KL{^ycHkbT*?j92{cHY94fnwze6ja zZcVnA;kN=7zel9X_)})IIQ&-Jn}sxxduF(=7Qr%q?s|qaS1}UL$E9}o0DH|VW#;Md zxQ+5cSfz#7oLb5n3~rW1zEE>sdW5JLWzd1=9T0HNx=65>S6w4L^Ev$p zFZ`;vK)f3mI0xv93a*QTE7GvoN_8}SqUm^CT`S=66w5?oqi-Iw9PTRL9`YoUVa_1J zbn!BA8>PP$nA3RF1p_v|PLMsF$B&g4=T8Jmd;9z8nA1h{#)5O0%k(1@kH3Z0 z1Acnul~3n~;)$=Mqtb=f`wtg_gIq|e81KV!h~)<7YwfQzF23qt?z%VJxZlbRoELFb z!~dYL+j5$@KH21RsR1*4`I`V)K1P?elz^jyUF^Yvqk(dx+sdqCbGG|Hl<$K6=t7FA zO9E@lNy2O(Le&jjDrY%%g|*pz+)iePfa6LTXSeNy;I7~|VOc4Voi#q-465gd1n9|e zx3B_B;F{DZ%ix@O2{J5KPxSlqrNJ4omKuD!B<}FF0t9zJ=^-@!T;xkHNDG>%3}QA5 z9RSMmcax-ji|Mqve(P`jPU4C#ELLUM-LwH>K(hSylYrs{R_>YH6-PawON9~HEq!^L z%2wg*q63+fB5ZEwQDJfq#`>3*U-g585XnJ1?&=XdCw;P0zzG>GT!g7&dy=vvLI&?a zRUx3H@nd1%^CG@kX9V5mxX7!jH_wVf4Jv7I`` z*nc>@|IMZUah2&4@?mdcaIoLgFl)OXFLr#X(e=^sNS~h!X_YV-3kT~C`U9mpqoxTU z(*+8e-AsH>+K-tlfZ!~iZE4z?(E6y738P@}%qX*OAIBfSSn`BzMY+;_k`IpwtWu66 zOUcs{Gf6e&Fzo0#o#h2HF4LPolnW_5@1JPzvbCAu+(&@?Je{qxGa+$|VoV;7j z1_xO6f>I#Me0{7j4mgXzXmuEL&Fa3!4bLb*1S1~pZ>{_cd%PxdAWi#7Nd6fT99bix zTZR#p290HcfkT>d+*TfM0cx-%tO$0j?_XCN;Yz^o6HfuBS-_ZC;9PO@4_zHcHuGk^ zB9vivPX|*!xu?!m&P`;>28>&HcSoi1JHmIKLF6IB)U{<(Cz$#SWl!t2IfbFr_LIHC z*H&ssLDbw&m6DE4+QdW3R24Ynyu+@%%#%!X(xWWWxCa84&^qu_;radlq}N|n;WCs9QsWjNqcwE zKrRtE5Sw@+lXK=j3@H=RFjUw~c`&j}LhKy zb#`rQ;y3*Kf&#JM#=}3{ok1J%m7qrvG?-A6Jeuf$8F1LZw*grJSHNBSm`6q(d2!s8 z{q$f7qy})KNFLz3px;{|d$EB>L+|`N(T^W?QR%nZy-h;-Y%Sm3>WEO zEgVSyvWQe3{hgo)mazrGX9+s*woi|q{lyzXuKrAtyUwTZ`xL!gAVts6Kz8WY$M5~^ zoB28Jvs*ygUwFf%-=`#DAckg`AFs%`s(tGcrhzg?8dkeky&^sd1OXxlH00BY^fk2XXywBhJc+PX4^L%{2 zCpi)rF4q!Zr$$VFJl$7kl&e4-85r9=>Ina>)orGm4uFTgtF#`q; zVg=gIqyPYDTOUcS(_mZQggYjf_9{!nXL}B^1-9+_(#s9cH8003FM!quli782raKL7 zpys4<^_6Qx>w5LpW(o@uM4G>pF5OaD+{kL|j-(5ZAO_h!0k9pF;{sKw8q^e1k!ERB zr+i%R$v)+3yw&IrYcHo(=)%h*6aw%78)%hjI%C!;)2_(mvmblB!4`S$7mUTg)evw$ zniPNHKS9D6bz9bIE?atG!OKej4)6|@dt5Ds-@t(aFkDQfB)^|YDKe@A>drrWzsuCfhhJRyy_sC=!QSA#AIJi0zGvYj4xaqxNz zvPRD#4q4X7;z@$&_CkOn-Wd7)Yk?>A#bkHyd+X(Mya-=gU+)FHKi0w}EPC%5DMV@g zYGwf(n_nE>^H|IvWrzS$7$bdwO}Fze2WJfacaynOu8V~sxdi83v#NxTBGQL4YEyu? z+LuQu5zQnx|3oAOwDhKea*A$9YP-~Y=y81=rXs#8ELzWjMt8fD;}m6dm=hyO#j1!^ z8*E(6lnkBl1vTgBwMMi7fih@GQ#{SgE93YJ73tQf(u+phBs0T(w&6j@4wT z-K&A;XWP8Yy$q=Sf`S6Ij!hF+h1yb{<-jvj*oRiL6N8Ryg~TZGTvvc+VPf#3EinFb zEVoAPL~wPKmy3C?O<7oMhb|rUu}eZ^B$GwTf)+kaL>}OKNajCzt|=GjDGti9-7<9X zc0#>JKqldv?S@We^@d!R0zI$Hc?>xoUaslmYJ6B6P+IfG{~mYa(L030fUOYzWYM4I z>sczfJNOvoQClk0M~s29li>k`Gpx?2H;D=L+2aksSl#pWIE-_BVlc zB7WrWor&=pQIJC&*S6Z$B;3f=@`o7PrXx(t@R^GFIri&DL`396atczU;*QZ^MVIR# z{0^+QiDy$V6r6@X1+E~Az4`3HEqUG{b93VwLZCb{KIB` zlO`(rhHQrNv&n)E!PfH;GJNASSB_*;TCkb`FPpN&&X{;^u%DWt=)Lcf2}I;H0ueg? zgAr07p@;pvFD)9ahwo$>$%eX(q@6^!5?)i-&hSmVRTcjy>OHIgLfpfaQ+?sT!k|xR z!0|_+ohoq?e#}owpWs+-RbDIZDOP%rI4aG*vBRwbVIaQ8(@1@MfIr)f1aR1osSeD59*D!G3M{Pnf2Jj`y3)zUY#ZFCKr9Jx-eZ+qFP zceuy`RG?XHT~WPB+Wnn||A_!Zu;U9WEoz>_-2g$}bQJY9bl{%V=ilrt7VzoY?7T>c zkCLKk!8gWT9$yb!Nul3DZ;g{Nv+CTC6%T|BeZNgt@gT{nO*+2&$EUBEI;P!~N0_q& zdjqNUCB{ErMnx^~C@QVn>%YWMNzu!?blxGB!`6Tl?nO~E9{ZEZ`xH9V5^)nGW;>(H z()=yaMmack8@BR%)AJQ6jQ&k~6#b|Tl^>?Ly)prZNcB1N2urAz6nz0}wuUeiXTw%q+Vs+MCtq{UIHmGizn59k4@hKfMEd!iLFt| z$uvsQaxp--RE`qQOQD^p=QTfPDf{O07H~VXS$OX)Z1hpMa^^=ufrgm$DL`QP+SbmXvHVJ7vJD^j)J~#3m{wV$xFNH+HC>fYy6xj*)TMC zfhL*-%mxI20_CUbO~C5hA=h;kIal|boSa0&D@0t0L1S19 z+savMGhq0@qRq244dcOoziL9tws47Y9Dsb5L9T@-Ek)wFTVYL2llOgana- zdH{Ch@^ofes<2xGA4qKV@InxY0pCUrh*SacY;<(N@Ud=o$aSC@C#s*0Fum6dYSlrt z!?L=(7a;EQCElEx+iaA^^UXfWRrHmPOI>T^eL@ia4}m0zrar(cV6{IHdN4iZw2q^h z4yNO~GM(q4%w}&eI`09e+oiX9>bQyNGhNgRl18qU-ziJPz4X+{f@)eyYDm%5#V~YcD$TNE=mMtof_9K zrhRea4rMe&o1@X+{iT8){gWMs0D(Obx{4KiB9hJh`)7e0H=l!9j%+_}2oZb#E4YOy z5+z-%10z|w)JKe8^o*?0BBe^ET0Qa}%ExgSyQJoE;h1mIUH`fhKC3M+3o)53NSBkFD#p$X$;%ruBX)Um;ugY_nL+B=z~| zU?Kqjn>5Xy;QFhGW$UgF+E>xgeo`R)O?sB)a5kI?wRjh$c&%o)BB9w5D0iTfGQsrxPZ@ z(>u*{S^2yY@2UzP(5sQ{lpFuymIohAGN8{tF|tS(Xi$W9SPUjmbIERu84|l0G_>4( z`h2%)h&kLeLWei^OPKf#Ygn6h&}U`RbNnQxe_~+pqSnC6frQg%lTw>1`=fb^PPT_Y zb=sHS?m$|MBA6Rl&2QBQz*hp@hl5=UC-Ya5_P3AdwNOXlrUEZkba-1LmODG>U9Y&( z;v_T)W#gGI5E%}jxYy*!vr8$&I~ES3Lv?s!(l2=b+r^fSr^Ggc7PUjZC~>~S7Wa9Q zObLfMTNuXy#LsmoU(DyYSoCd^>+m=Kfm}PR>q!_^UA0wz?nLnWnyyqpRw8T;)X_mR@q!O_lu74-W3fMF&!i@~IwI)A|F_J^7A zsbHyEj@q!qu1&7yQ$`U3O0hMVJ4iy3coLdN=}b&0lfsefqqGm&%H)G4Vu;-87(xa z<*R51h&%z6PPUwPpk!z>$0=Yx<|bB#soprmCyWY<;EAg=K18k z`!{aBkT`4>8D3n*z&R-roKW*zF>7gJ4WxDxb#I`6L&lD2XDB3y#5IVXLzWoaZH%Eu z7}tc2>^aU$OzE$$PAlHI1Otwk zE~3q5eSQ&uy{m|Muc{1;6b$nvGr?z zl}L3Zm$tNZBJnwIqF+Z+@SI@WiYEAx{hTX6DNd+Q3)Q>fGdRaR(2_*Ht&yZ7^`arx z*afSU@LUJ*(nU>lauy^%vnxz|e_#&EJ!Ebe*z|(p&QN86ZmH1cg>tT~40D6(#BLdv zQvCGs(RzY{26@vdH#xl-NVF5b!QQ&w*Q65=Q0Yl}B;Qs%E@>BJH@ajal^D&ZEr9|t zte*sYFrPX0hZ>c0y)1-0H%Xx?oo%cbblK5-qRD~ME;)>8ynGiiV07Oe-V@D|z;Wn! z=jK!d%Yf8K&SBBbDdu9U9o;1Y!y(G_uuQL?rMXtv6*Uk8*qpza+!g!bmH{HtC|=yA zwhz8QbHw!F%SzYf{Hu1+6!&)dR_o@2M$4z&!3s^e%8)^HxzF*gOG)0Xe?O_;fC{NQ zzXJ3p`Tvc&y=rXh{Cba=o*CffL`fJKLK-GY($G4!T7&r0yyp8z!#w5WZEq!+aC({wO@?z86E_f^wXI^xf znp&WjVsTOxZT%Kk^U5Br*~IX`!@R`@s8we?q&RenG^^#RQooRVpI^77$M32@-Xm%A zBiRnu2c5yP568s$XT8(;F>dKR7K7g&3w=H=fpC+p5A6$mGatd@&rssCOdM$7hOJPNlKD^ysh#71sM!|S+dR+>)7}JFg%4fN zk4=mFU8(v1e%W8%2#I}R0G{Cl4Ct6r#1;Q8jThbTJoh(5P+mWm+2TqS@#4~h9y%kg zou73~aO#Qeyz6^ep!R6Mu^m9$ElzFcs(SWgAhn+*-JUG?pQj0cbJcmHzvmsUlROdD z$|T832_+E@qbH+v-954<-JHo$?=})vz7MVzipY#{;$du-!@Cf2Os_0zWq z*f>fjFLP4Dea^Edg+Ev{Mj%L|P+w6g?YyI)ek`9JZxWQNEEpHVruKX{>kihdd9SF< zta}#KeG8d1zkYr4I4NUO;%I+c$Rz8!WwSpF6??GOi**n{0>)og>I?+8&K9TkSH#g} zZXOK6hQT(aZyVFHy-sfSV6~NC9PjclkrXdzw?qfUS(j=vL8}|!3OGApw>DSxSSPd2 zNFEM!u(#e|Wq5Rq5_60*GS>}#W<8J#>J+rkHyWd>CkWsDN+A-$4z}^7Wj!66yh-@k z8XMG!f2BKKZB}3@>}D?s-J|xB4UD7h6JY{&PKeh)hO~ZhPes?ZfnxBFTxB^|^2dhg zj$CZ7{Fhsu#a{ACeajB5(R35s)fq7!!Q_!CLQwgZb7?6nKXtp_c+lA=l0V3XaC{;V3`vTW60qWW}{iOhBRo?M7{A(MOY%^F) z^NH#Kh*c$UwjYESjT!~F(o*>wc~mZ_1<7jBe)y4=n&p)7BFOtdqoTY&=h8l9LdI*i zU6{%T87%23M&hJ@~lQL2MoR<#}(b8~^>nB1csN~V4 zGQNiOZQs?%>pb9J3ej}d3`1vb!)^HAwFi`q=fymb0r_~`v#+;;-aTmMAF46%n{Sf7 zcKgW#9}fr6$@E?uF-UfX&&ro50{~E=9-tHN(*rX$z0xSakmFGk+#9LuBP09yIhr3>7a_t{3>jzs;kX{MB!@V;tL*U+&Smd;+ zJ9Qa>%6JU9qb}3Y>!6%WLrEfxY-bH8O7#%a2CYWhL(>3fvmkWMA=_@8@$2)AqBuC`hgp-xa zIa)*Z6Vd5rL=(ssU3jq$CBz%Y9B@2cX5;|bDgL{!CAmT5G4B@tjha_rks@hHyGr(^ z`s5Ur*+0F~v*#8-85;{MwC||_*j-w#6mqx`_{}5z4>+bN@rp5zB6U z3CYh~;^xPiwiuRDL)9I5^(Hu!8WVQ%lp#(ft#@MEd3IbW-k<_X!AjN0F%U+j)F7`6 z8z5O*n%XRQ*~x%EfIM-WyQEflUi*weqkAL0aEwr(frw*) z?^8Ex%G*^zIJ_c%2vz}_Ykrs`Z*tL=AfSZAUidJ(SDhq;q#Le2gB4p1EVw-ZNT&xH zfDLL8OVI?BsqKS#5Y|E+c_uL>T94Psr+#(5Qwt}iWwKRIXYxbyPV7L@(aJI>N0W!u zZGk#=*_eFq@516cJFy@M?9Y8Dv+_fkNIG-#U>KvhoysB5&OHuq{ARHmxqHHn?8?*6m zYr&^Puv=p#I?$wzJvO*MA?Wtwlk8L7@Y>6au_71e-=RpA-qCOyb z`&zW$fa$;_wShF^qJ+n86aT|~wJs@FAg>&gK0>hw3n%GKS8ZysY1JsSapy5Yk1-or z;oc2kfC(tt7kJlo$}A5<093=<&uuG?b0CLQJlU8{_X%6X%^|)EX%D2GA;$wH7jo2L z!6N5DKkYA`OOy=3KU_W_JsJ`6O#N&;5ghSAcdSJJQ}0E1*#emExnr9T|6C=-W~)or zU7gAkn*xo3cXe1v8lvw3OY^%;Xg@b!`1x75hdN}9Lx<lJcw=})Sc30QIJ*%-aS;PadEoWa*XuAr44B)p>lIpYX49fmgartPWtgYR zF@P1Y5S6HD0+RcAwas{h0C!CsfO9uxt3@&wLpy8^3N}3-HUj&F={_~2;W?t zQ?%>uh!l%5y@lAL1i7Q0&PQMG^%joXWIMnwMm80;HE!OJ5{`+YI5Pvut5=#j!FKGG z#YlF)m;4P;FLI{)_Z#dV%CYIK|58bC2Pcl?Fts6t@Nvhc|`sy_LZ{(V> zCtZjb_0lTPpDyS<=UO!qvYDXW9Bs@am=Ad;BlP-yV{|%`pNL68*y6LYOEkw*tzg&U zGg9~S@MpV+`}ky0q_BeX0QI;S5>KX@xCCC#c8HiKXn!e&TR7y-0oz7C0ugiP{uVx? zN(9W}th3zy+41`z9L{fJ)K`?+*jvL%L+od6C1AV1+_|c369Ny3Db|^TZq2t~=EDww zYBJ4wfW(6xkkGmmPmt0dISAqd^-y$tdh;TC!p^Ifu=@H`Ie@5R`fc(t1+}m16QF&G z&$wGVMA58eq>#Egmb&6ju7o5=+Xp%mQYG-F9}y1bc((;4io##QvRsom{PbWw_6_B) zFXH$4ek949X90=&_4|1~CnhMVk9uL>0^KvE*vgDrne_ebX~Gyh7z~Bp|DpliuR~MP zZ1Ej7tho%4ipC-*i=P!6$mN6NFOz+cSryxG7S{OF#p1Ygg)kZZ_&My85%|6L>1s3v z0E=^%yvG>2bCr`V*R!;t?#+oEYe5+J)#veFclGm>6oL6s0aQxn^9|@IAs3d!+#+R%1u^ND8Hb>{<89$Fxv1h;yU?jN$8+x@e;qS@O*zYrQnefh6F=v znqw)wtH>#U5*g1=J3!%Li~pPb7uZcU=T89hY|mqe+|xl0?tc7^uZsqA3Lgm*^Iufn zViDM4_(3L)|G1G7q9h%xJH8mM4*S+{r!W50cOYf|le!DES-+lVef$gpZ1!GdpY_7X z+YgKrofcj^Adp=Vxa}a#0%>@7fZwxTEjCHLc;(^jmG{GnyEK*n4luJQ>Fekj}v==JZfF{k(0|vY5MeE;5dHCAa?mng9J9jA`qUa(fEf^-0Jy7HGq?3a!br4_9 zOFbUXNO0SQ2c3EJK{=C2ZP$+pvTbxP=Mn_$l5XfNSh{y7VJ1sFC5#s*xN?!l+w(T$ zR7S98x7VyYqP>6&iUX!FmZCNOp@2xv-3^IL-~CKZvu0q^%}idml>$u` zD2=n97xqef4Q^Hj9d-f3)@Wo zulVv5VKnhb+YBqXAy^vv0V!ztguBXX`a0&kk2^Vg4a%*3ao)yx*t_>UalK@^?q3K!352&0_0Ne5UkLHDO2T}_VdAR>fN!)1YTU6e>CW9~ zf6K}1_O(pU&=|?u<-5-(ahdEJEAC2>1&wb}!QCk|XLC1XBSq^iq!DRu-u_#2j^lWjARj>$)<%sIwa$I0Bmuq$ zK?qJ+1kXE|8ZrwrIKK*mEl+C#m2UjaY3UJvrM{?v6);xm!H>P*6ZWty-QSvNH zlexMt6MKCaxj2r*9F+_r9{+Z&cLuJv(Mp1U-K@EKqBl_wpWXY7F)=Z3>;)e)@Xr(Z zGkM(a`7E3np7zy`PHamYluz;&Ql1-qRTJn&QWd|+-ZHX1{4nI_y=(8EGVyD^(E~l* zW!MwR4mt6+S~t*$`|aFYEdoB7D7loJ^{n)|kyp_I$UbiD@;%ukzJk0+3K>zeLYL#F zS;v_)rKY=??3Cwor{$4DM=I@MH@DB&v~l$pq?E$x4-;3;tGBEqLey&Q?YPO|osupV zq-WcEJ529vydAQj8&6Lmx*bnsjt&bt*tz@mOr*d{I|pkaq()$2N9`~D`jw5CZKn-R z+r!_}HqTT#OASb)}x2 z-2+?ef5kuhWuN@~%{$nV#W70aF~*zx>S`;hMAxX&v>;Im(*c6>PxoZWkP=LGHB)K2 z{@OAZ-EVk$ocJ&q{R&adAh)7&4vw^a?!Jvs%hb?0M0-Z&J)B}VmkB$WLd#Mw4yLeq zf7UHASF~6$!k=`2xu$-7r_ORaC9BkIBw==mS;290uFwE0lt7p%?R4*)H@d5D`{WG zjqi^Ss?{1w*|@enh{8uIs1-Q#Q<{Q~FT{X<05BNz9&rnca@vDMcf$8+sKk0}kA>LO z5s~=!KXS0Z=d2M=g$JK2r|JKmX4}^SK2yX9S4EJRpx?;hE=wa`_oRs>SJ|C~o&)LA zr22F70oE)DTASmYQRUj}lbYeN01RhkYqsMj?x$AgP3OI%dA`3)G9AC&3JU z+5pR&i<0Ftq4~9kHLNLdSyhYt_iRE&AisEN=XmI43XdqpIf}FH zVRo6&<>gMYcM_LqH=eKc#>N7))k}p@JZ5sFKyEDRw&j2Pt{B`rjtbT$yGg375G+7% zGLTnD6(gv3i~^lCepQzU3cel-3>6iAD`GF(b;Jh?)VP zI_p|@RnP7T6*-kfalyiGwCvDuuBb@+At-YoAKqLx+=h%mJ zsfv6`PW#%zt)6>@wrTt{BUu-tCL`+l1WT|Vf3n2zqjDBGM6HDKX(TWE=g!=yy`1?- z-J^d)*{uCshsU)0LV>l|{(PgB2aL599ju>4N`skW9KOc7db#(ehn zW14gq){n!HHIOK{d9Hk+6p#M#iR=xVP4`-R5SHe28oHj8M=9dwE#2S-ew*gKbrt4U zoqCu2n$6RCOW2PnUKw}j00ENi0p}b@5;#5`Su)sG19EAIu-Iq+)1%RH+kk?JYSq7? zO2)0r;$$YC9T3gp5S3%KF-VR}`1`K!@xa_H5y5ing^kIsbFSO@s?6-X0>XVRL#N`e zXnLPQs*B+W;pQ18VdcIGl*EVr(NpKfcv_6z^fFbKaLLJz2S(_Vfk%sUEbzWNe&s@j z34J5c%X;^Cu|%)7F=;$sRgrJ_E{vPJ3XoJylpMcn(*k=+44<#h)T!l!E{mPJrc=1@ zEYMj(ztLgp-;-E`ZBIWMzHR6(Bf)V7GrW%35_nZ^eu8v_-9!sJ{Q#Q=IkMioOv85p z_bZwBp--6TNP)Z{uWp)Ntqyd~^RXP|t+`OY8ksT4S(zH&gU#;r#=&F}_U!sOBhQTL z?YRo+yZ&cyhs7P-f{4%N86r0J-@X!b;(Vr5X+2I&nV-t%R17EpBX4u#V@^9I{cnH^3}ko__C=bUCE(Xd zjHNjFj+3j=iWj_ooIK+hObQoNfteHmZS|$Yw~YRV%IX7c=u(E^*0Q`o!zmLnog`kZ z7dG}OG|FREaZmqU-u!WVrwQX_GV zDJRgZqXN8~5pk-_;uRj@cgo=0XYFWF06};R38$efS1d{5&n6_}h$g0K1nuWcxer4B z;XBtB0MKwOY7|IxT5OUEIytKKJ-xKC#b>?|+6GLId|r(kcpkvgt;*u_*%jA)EJA<>b~v{$p0GN@lFR;n3wL95 z65L2<6zs7xwRC5a^uf#e^|BWHYhZ3NVyeogmMfFMdbEx9u3IdoP(S-c11`ZKdj|~~ zvtM==UOYQJ=sO)Lo*uo3bj=c%d}j0O-odi`&VYqhgX^a0*6P(Lrl3QM)Lp@MtB=7> z9KtDnC_^!#iF<6fJjLh9CdwOyFDIzORIiM^3JM4er3h~{AHU|6BgJ}Zzlm8&(kM`S zgKb`r;jy4d)9El?OlT1ET&NsNn0UfyNC>p~^20#7X(P;63_&Sy7s@>HX>7p0wwWO_P-{UaZ0A}2!*_aX7@MTzl?tpMQ zF;u^sMUWW)F!_y+3p4`f48U;x)$H5o2SG%T?1~UDx9re(bG8H zXJzi+xN8p*ep{p~E#NT2C|`nEAVFGC(}Bx9EAon8#RC(k&20V4IX5m3|DlC`xb~dz zmT{xBoo0ixy+8jvtciGTL*FhR8-?vJI4 zA>;|`70%5aMFzzZ!|?k{U4)0|@XhzH!B5cCe8(Eqp1J>ewNq}C8U%Zf*MCvZYl$pb zn~z@@0#el8>>hQ|WPYR!^lEBlhbVc;OS-Re(5vn|?~YojEmapD zox-AcAEC{Vzf2Z?dY!mB{EOW)v|q>&2H-`$DihJGf8))nfp@jqB6Fty1@>HJWfA_OXt=Q8l&py-itXo;)_;hZD?9i3Vt}-9aGn$5bPE&|KNZ zA$u0#G29u0?`qPsU90WN;YMX6Hiv;vX>97R<2B!vs=^zwZ-*Mzjini`P1W1fdeyON z&u)}Xwl#?R-rcrfr5n+2g&(nxWunG6{Ms1DTr%kX=|sPRNG^8W%0hV_{i%8WBZGRS zYm82+UJpkG3WtPdC=jD*#%KAAmyaBaz#Qbox4R)jhIjJ5@!6$M>)@&M(&%t^CrUj0 zr>Zwc1&Ml&OOsBss8lN|nx<;z6-jS3mB}MIw}FNXO0mLOhy@O+xb=_%GWPLHw8G+^ zIoAsW56<`eXS#uL&ARQad>IQ;m4mt>-&?0sN*F=Cao1s!;W2;)aHB@t>Je4KiA=;>DS2 z8s0shZW5U|cfv>jFFWLIBA*yXIqV;U_^J zl3K|&dmbm{$wOn~E!GpI?9|)gTRh&T+f<+H?HZ3?z%h~a_|kbIiz=C1?&E)IxxguQ zKy`AwKr{GXysn9^^d}2S%uR^-V6fM-9-G~_Lo>(%N)t{dg* zZ|io9NXifGV+0)xQE!Kwfk8X{DyeDYs&(l)E|Hvw;sRf4L92D)aMOIS&AJ0{pR(4% zcQVqX9`C&C03fi#Y{dU7bQkg2#hNb;StpV*DwPH((Vx8;^q=Ky-I= z@(uw|tw-={%l8rS%|FZXE)QTuOnDhSXaAdr<#@vrS;8~|l!D?$CAzgvmUO_Fzxf)) ziDEa9=*DmqIn7u+0^+ddeY4O18W=xWR#GnrOlUCb!t<>ZTF3S-ZK1>QpRP%;jphd5 z{djfqMF4q{NipWxgBP0@=I_gpTV769<{54|79igcKhw8?ee0Ss{Jm^7G@aFlqxCi6 z^kUwlc?MbLsmXZ1k?7x+mn-#SrK4@vm$s)EKVBnm*rMIdxI6ID{cP@F*8*TFHES8f zyL}822g9$_JLC=WxuCyfN~aV$Sf4dKPLNXwswb!Z%<$=j@^*hBuUej=R6U^aQ%udH zfWr&agOj&97IYAj+^UtfZH!g(EDy@cFktlsA3{gS_N^T|w>s;Ak?_z=kgn)_v6qIc zG{c_?hZL~&{uP+~lkIP*SQ~jD)E{s4;VZRqRjWH{!6oYjt&Vp+I5@riBU2Em+@{(i zgEGrs{nMrBg;?q)QNQJnm|VxcA@SJ*LX+=RThF+iehG`#uy~~D;@vS{NyMm&j6p0CyMg=F-;b+kasg16!oARSWzcQ8Y zViNC(JV-TcbXRos+uh<%L9mT4ML;+-dDOaw+qM^(q;kwlyl)C|^8WPB*XhoZpt+aP z()EpseeH=x*qB8yy{v?Uu3lnJJN?L);WxNRZ3Yck{W!Zu@sqP-RJg)DmJ3Gp*5o#_ zD>h+gNZPW~Yoc7qwYE;SE1DUoFBzyNcHq%>vbmcf+-xY8XC`reKLgi9V>98fBaAjX zN*HPq>`GeOEkoZTf8IEsY|L6jg~HA}m7V&$KZ-N&>aO)KgM6w=VU9v`SS**`i$aYeuhD5gJfhA8!POI8mVVs_ zBL-qVIp+{$C zOqaj$QTm7S!?)fG9sIVIeODR3A zrt6Cj7IzMu?*fvBev2->pwAy;o|T}6aAzRd=sd_X2m@Iwc4oI1!C#4Tf+!W=8TiSe z*;Lguyq*&wUgYXO&^B%iC0TTVQBSe!|elSS*PxUB5w9jMFbLX73y3R!`g$=m1jNv)pq6~Aj@l6gP7qlEM5mb{ln*gYB)N0G&j~}vaE-n z{X#<@)^>DgS~1zLdDEm$JzJKm+Ipf&d=e`6ONLkO{L=oK5xa{gzzH1iF~@y2(r0kp zmq6s}a%<$L10i3z(tN;rVTf9GA_IbEN(E1x*;wa`!&s&#C^)umAoRj~E~biEO#M zRQzB6tCSBTe!kg_diW*!)fJ_7IPy=wMBfrLTX$R^vCD24RzSO&PBZQv_ z%h)?^Lr4f#!()+|59PhXAIil%pGaX~{ojsQ+bUT_-s%gGZR#DDQUGy`#3fe;0_LVx zNShsZdbr9*76r@0W9 z+kZ#(f0Oq9LB19>ue_31nY>=_%RZR){`Xm)F{TF^;8Ok{XMD-n8`KbArZ3>Ku@D-K zxDT9CQsL@`{u0(p<}WP$PkHp8I9sOP@Bh@|A`H+rz`&CmfYA4yz9eF5d`RTK@E`vB z1>cw_Ql%ejcE@?ULU;j|4KPveWx!CQwiC_stN-^4wD$>o4BE0jrv453)KOkKX=%%(`7R+`V%=(90N!S_KKl53>VG6^~SMrrW)?t zXi=~E?|11xUi<%CUCH8GzmFDEpw>$a5@iISql3k4Wr&iqPl?ZycaBTI-W@N9ZRUde zK~;YF;}c_^yyaPi7HE})`JThhqS&}|FvxPsu#1x!U(r4A}}jtMmh(29Q@bvux*wzU}W zSWLJA^pH#>-b^l@2U7+p7D{)B-m)nBg*S@*!$Er%WEEV3S|X1;PpZ@pzxVQdBZn>rM9!W_~N4*JsO=A}*nZdu5J*h8n~ zpXQ@U{76#(`**KiDLO6*ob=pZ?g0qMk1Pgh)hgayF3`_uIB)R!y5g6isgNf6HuN?d z2fJ1YgdLe6VsGiwPj=4{OYYUiC9 zej&%b^f{LyF|{VoXNTx*m!Uo&?I)iMCNX1GJfEBEDAuX$9xE9AQSCI7epYID8trAd z1dK3dIni&{eOmw!g8}7JkCouxxY>WdyT4as@n*=K#D+BJmrk;-F#2c-!nt~y{fz#I zMAY=98{GPJjN#(gkPVezN^3`(qm}ma-a=jnpgfj~wV2)Uj!Uk6TKNwWq3aRroO+4q z_8<}xTL##7Ft&v$wrJw%#g&j<L_Dhsm zj%51-z}MX$e<~wR!^@*DP~|S_^io?=Fgxgke`{aYgK{_(+v)1{@V%zhslLsdgr^z4 zN9{g-oI3xO^#0H9BV)N_3NSw7P1LIeDq-y!KzK|m;w~nBZjG zk@nYCoG#F6W)rEwSr0-1tp(3^DpPJM1;jQU$Yhf2n!Q`h9eBzN8eOBl(@Z4z6k;rY zAl|R-cain1E7B;`*a0?u{eIpAptv`LfOldwOVaqi4kSqc?m|wz3$~Rmh<@D2B|U)F zwliHywxzmVz-l%y<0d{UWdP`^O0VAc*tzR2_Vq4jTt~2fG~n1HoMw^U64Wf=#()N} zCdN%b|0Lw=SXM7{?2cQ2?VKHNKmE)e#~rP~rk;eU^HbhzUZ@8{>*E8%7~*SEpC2c? zB4?)eW2(8dX}VGi{@0EDoh0MnB{%-Zhqjp!qY$v06gRi$d?X&ohAe>TCx3_4apGKsv1m`7eBmBoRsoK4PZq4V*UOOwB z`aj9HCZlnr6x}sDvx=G6pPdA8d5)cQ!l!6}* z#;|1_Z96fy3A-I!^2)Tlsbh0l$X~bOWfeqos5-_4F{md+Z6t_GmGE!Bq^O)GYBf=< zxFA|@wwlL~Y%^8w5?>52Z{IG$$OlW-$jjLn)NVGHe;t%53alF|P*27Iv=hRcwcb0A z<~u-oU1AnVo8V!|5JJf$5vR=_@T;3C?`*P`JJWdbazPjS zQ^lC)thUZ%k&pkkOnCYNUdBVPtFf78%L2l-y zE~RL2@qCVKZnPajPF6@)dVqHGaGFDv-iKe zd6?rl&tMwJ7V6>gcc4%DRhA~uQiA2;G2lrRwKZOt6kz{l*@Vhp*tFaOW~(~D@%pwgE1`&j4WN>mKy{kOUWJ#LVRpq>Z1{oj&f~R=U@0%eJQ`DLHCa(f z_MRC(9rDM1OH2zW)!e%A>n7WAQ=>P0E|kQt+VU7WgF8QzOXNk!*Ba0w`4&rn8irlm zZcIb|VATXI9!tRvye!oyE`!EkW1gj_fW6&}Ymg86SpZmok;#jAXwtTmD#~ z2C(B#t=r=dH1_wVdyeq{X^sD@uxojoBo4EA_PKy;jbY%WCS~JTp}JA7c87>ov39#J z4oI2!%0E^a5bk;#3y)#)NZj21Kla`` zuE}j_8{Xo!f!JtD)s2F5l-{ubDpI6M@4eSh6HyTr0TJoa1QI$@0|`wK0ck?$A)p`~ z5_)KXcV(Y*p2xk<0pCC0@AsYmqTIQ&?zv~ynz?4?n&b&n1?yj03#_e3sLnGtteJ2ZW`M_{a*o@Cg5w%j6E6ckqfyP}9T)?AFo{1I=K+ zxta_Yxk0sduZCB|p;w3mnenz@9h4`{3f6(+(;;W5Eby9o)a&w@uPtTv{VM_0#E(iE zwNN7=t;Oe&>1|&-Bv%WQ`?)oqu6iUqkP-$w_A@BNy(21^lvC= zM_jMFXE~B`2vs>Q>T5GU+eq`ZdVGY!Q1B-x?{7OaGK}naS(i|lNjf^(IN0j7U+<~B zC*m*0eQ#l??7kS-L4xv(kR7~ouCRxqnK)SHJ-WtIaYNWIy9~Bf-U|uUcPZ(4O|Q$y zFg@m-Hmq>yD_9AbdEKO&U+GcyqcgVCh5(x|DJk$M8)}r(tbEY01-H-dMF8zee0gU# zeP!Oh>w8|PtlseNNoymv5)SPSxmS!(i?_@ZDQjWnE~94U)9;$Rv$ac5)wag9daL=q zd`76Zo!%@Q1N{B@l>vv3JR=br0ST#!D85P{@X6QH1`Wy((BSGx>}q1a-{*!p8GqRc zr4(3G`tfsEVp}=LL=1&M0&z7KAsP4LH9Td_`L=5KG%`N8VNp(rb2Z*pR|#rpC#{;< zN_+1L$ca*wxiu&)x7Js5wq76M0rgIkR#%;~jDxBXskj6JG+&&5f9V4HHoYLG$fD-; zGe@?Qq}{q#mj^5&UL2(s`H&r?k>nw)6h03eG=8Cw9P8{;%!_c5+xQ1|+vZG_#1a4W zZ`0<~Nzx|CPJ_d%zTfK=y4vpSReFy4L$annR5CsybtJ&V)RKoa^6lw7cJ4+Y;&fSF zZiYb%TU~Tw@=hh@DfD~E_P@DuFK$gSY*x7@z}IqNXzjX3jEifR@Q2+^^P!Vb5_yB^ z{RJjqu+^pxqiB}Pvw%J`#DZC1Sv6zchFyGH+_lzOvBLO7-H`jc)8lIM`1kW=YJ}wO z-HBMs-JRg&Ua`?TFUA^gA8zxj*0=6V=2GLd1$1?aEjxIb#PT8wYm6_S*4HbI&P&Un;kbX*k8L5f zhA1)Iw){1%!Sc(G6MgD9lP@342zR4CQ@1x9Cj+UKSoM*VOAz{?XC*c&Vxv?Tc<0;j zLT^$3j)bLPS|oluZ_wk%#JX9KYyQJ^(z&ind886Em|m?uzN9#zEFVupGcgsNYd-dY zndTsL;raEThmqO2dJzc|o1h`1nW__codM~$#wdiGQevyI={r^PRK5_YG?8Kug{lVXP{CB`Tq>>`~;3U zkHyz%?{5h3B{XI=CM5J~3V+1{NBRxOkCvziv3VICPEl2OQrv6bQ+_>4;O>*HHOqOM z^o)Da_uPLppXJg`d(-KRQV~*FduQL5#Xr?)@_NXNsrkho#e{4ad(rz_XACsYCjurA zU5>h(Lj=$cF4Dg=Rq3(piJ62O3#s)3Qh31Ga{VLm#^G%=>w}W#r63UaRGV#yXI@zl}1^4C&I=Rs1y4^c6YK$ZnA+d!g&JD-a4vl=~ImlKY$=m)3 zlTWY?p2%lY%f;BJ`o^%M01x`zK{IMy2b=ek?NLhnCY8LPacRj@yJB%%M|AQ~)QQ=_ z^9oc658|$kr*qWJ^<|!#%e^JPkp(P2*u4~k|b>a(mtP7 z9?0zy6}^pLW66<`6qvJ?HA!Eonm&l;{=M!+og-f9M2#7iLnc8z*=(;(`UW_J`s&hnBeFP+XIu2-2l$1Lg{3YGsgs}K)}5uo4Yx)I&Ov7uKUQ;SN(873(6?Jc ziyz)a*q1j^0MxJO8;2|9-wv*y{y98JQDm-)!w$!_hGtSEoHfq7ZReZ45UNqBaik?u zCPd^DanxFTPX0pkNNm~)VRo_08AQNk&b{ygP;FXp14nMUT6l8wr(6C9s11qyEgpp= zk|t&Wn4NH>xhKrp6m<|ADkw<32DmmVndY@`@HQx-@DI=+Xm{o5otjYT3m#vRuF?n zx58S>=K4?I{l1p~WWC5l{z>IOlPcz?a04*3_^tghZ)fEoTk6>%^SkFbFP%5HSo~MP z;QpF_TmGW{WKUS#lHISbz4#5}j{A>e?~nQ;bb1dRhDlX`~UJk_5M-lZ#Rq> zm~;L!Zupb_2gQMjdrTO}qwxcR*ni5JA5gg(xn})hs4Td-xjsnN-5)&^9&ylH`g5rj z$ItY5eN3Y~$SL^Kke=ItE$v$1G4X#<3I4Bz|NYZ{1^WMAfu1m${lmx$vg6au?!}!Q z`A7U^wKD=4&<>M5UHWA7)myvbJTTIV%bo47|3m%w*M0gYi>bgJc`u!ndkA;r0_IM_ z?Gu;Xs=iX7Ugmuq-O7G*cgYfRxBW@eiTM#cLAv07TB`TE+s$*&m%qn~+!A|#$Y}e% z$nm^wd$zYyy5B&{$ZIy3VZaoH>%=e28fbfC@;dh=D^jF3y;B>d2+g^~)s?9U3 zyx$F1p>gi-N|%kX8Wo^KlB~tv3YhdUmzaziA42OF|KQo&$`v@=r(kUX{1*@`hOn17 z+}U28?&>v+kld{r^9NjWD8N4V8sxtCGe{&RFgHZceX3aC(-!~ZV^8*z^7LOF z&XC9C6YEyet$rq=JL&U#6Ym%I+2XI;y!F@2e1j&STJfJ(68H>se5ccn$;>?{TLkTd zZPy(7^5_d%-z!im`|ln z5@!pWY`Xw*KN)~d?*4V_fSxH@Fj>O1Z>lYRszj!k2l$H-^95%|3N@$j8mRkLEwQy( zCz-`R&5st{l4^+;QhK^|FJTpbybN*efHVEi-RddB^RCnamao(>{Vw#xh(96v^avZr zTz~#+Cj+r&K=5`iU2#q3mMImpYlRv95ll(9*yAt2Yh2ZnCyU8@LA3T= z&gT39TKA*%N?cCX4g;!ap}eJar`l#zncQ7KZ5gnB7xZLS?d?hx+fST+@1#?>^#Bw& zvUke#->e~d*Vt|Uh*D4?RSDSmtoJ$&DU7xWO`*(4o!6b`?^I4D`%AAezUr0D)ye0j z`5Y0MZ_w9Tf22fa&6!FQt{U5A@j0I3)=?r+xYsOIZrkx`o?i9vyE%ARu2tQm8n`SV z+j(!zIIkLgJyW8bRW3UENM3n@(+*~t(6;G3SfvWuj>&Z`YpYHI!Y(6PI=eg7GbRM> zrf>nQ_T*Z;O)@>pnBPjFgNljV?qa@WXL36t>=al2%F58BpQBf~@&|u&gZxU<09sfUCW!s{In>6mU1VlA3?|Pv3F^j$UVRe_<+xWvR#fm2IZv)JfIa7 zZaB{-?sKQWu+qHTp{^vF?p^gZ9&JV1GWo&p5I3EyQ}^I-vHohs%2fN?FVWn0$cF`bi-*q?mZ3&bAC_-CBN2r@m|d-SO@_ z@gln@=}j3Od6CSMtgCQZuH_15$(=;ry%`%#hA(n#fxq}1%o1adk++8wP z`?9wS(eKO0ns!tIrWy@^F$;OFY=XRm0kz}Y=4?M0K(8W?bQ?d)@vYjrT@uuJy#LV} ztK_#jJvM_ip6)G4G^|>Uofhn$?OSi0%A9}&ErLGjI|O6gM2){@%V(9^FJ^NIJ*0-y zBV`Z<88)Yst7bR#N^OhYNkNQf`wJ~_P5vs0ro>N}vsC}lCja*c|C9>4FvQD`dJ3$a zpqjQf6&o}#yYOzk$ozV0?$qKZ8igOA{8|I8%IP9${}Sv2K8nz(Q`Q8ettsXePBCMi%$#etqH12ljj*c49S?HX`zDFVu2G~xjp0b6d(|Ufd}^u6h9G-k zZ_}2iuJVDgtp~e>b|;T0eWh3jpO7?`kfIUr9h zo)4Kwc1q*5mDfEy?APHv^R*~<$I1x{`<6PW^?pP1x^)|Z!**-PAuz))%#Xu=y%Xdi zi>pUdKN6b7bRKzaF4I{@Sx*-jl^EWm6|fdts;b%bgYjT|3-km`YVtrqf~y?{UIw6_ z#`)1o<z$EohBw?5j~_?QqaO7}qZV52lVZ%(Pc1 zsd2^$B+IT$mQjrAsB4uxDto&@sHpa@HS1eT0X&HDj|yy_j6Sx8+o$S0c?8Re)}X<|`klbcnXXY8(4yhh+=w_+0XjeN>q6 zG53%W_2XLGBetWyHm{46qbAc_7ZyNKFAO2>NU;5Nt?f$L5uo?V^?dak&a*LsE$OF|6fw`Op{io(R zhAUP0`>Ci3X1tUpUbn{b8()8WTJPfxDgU1GUS31$;UNVfF*!CdfI0cJwOz}-VbK1i zSKbQVc0r{C3|PWB<9*jUwALI;>1EmES}e0>)tdn#_vV!joB*h4?|;z7$~-82ZdY(i zb}kmu#ru#izQpo+AyeM{VRhyB?ko2(3s}g;e6elUxeMzZrl9Ygso{#lVHOIBVucXb zzO)P{r6h#z6u$RjE;w0J#O+Xh7fTGf(h3lP*B-F?^Cq6?9y;Vf{rM=5WI(a?kiDs1 z=QwE3&G1{}=C~TLKA+O(Fd#(9rEyuzh?+&xP(yCrHkpXR>RP=v~Rh&mUSD2i5>-q>)xf8X7cJjj#EnJ^nr{+)Qj@ zLr7yglVy0k=0su`Mdn&_v>oo3&ogK?C2nc%m0>Q0gL+{6N^iwoDmAtdD!`E>wo*3P zk<>~#^sN2G_QDuJT4jAf&NN13rKh&Dc%pu?N5+EsdtPS1=JiRDx3F?YoO6Oz+eVh! z3dND-c&{XaDEG?_mE0gLte{!_Qyo+9$5{@wVn^?d1Sn*@x5`|ZI?CfM51Gu9SoZmD zu94%Zz{9i|VTyin3X^vT*BT27M4XY%No@h2q#z41*R6P3H5zKG8i8wn?h z&cHnAu-IbD7RP5vcr4`6^iG3c;hSMPadiK-Y+trfgJ+tx{+DPzCu0L7^seeo?3H;L z;S!x8qF#t0Ue5HxD^{7l`Sii+v|$=d9PA*s04UdUvmo0G(82A5`8s^2EUA5R`uMbc z6Jwn;sMwX>an;{k#~vwe`!dvXQYQ%vz!PV^=Ke|o`n^8ba_niRB}mv^cbGJc%FMlW z$RW`PO>Dl(v#1ODw7_i8S0~wa%i~+Ys5)MaPD*+)$DU!Dry@zdBq6skt!(|wHy4&S zN~66Tjxm0}owp*)Cq5 z(gvd~B|y98qZVsinL~tOwO=pebxAZBT^Z`WyK^L7-0fvsf`~4onDa$tdV#k^;~a4o zJ$Vn>OG!U44~%WjZ;h?wr$od1m`nX|V91on$Dx$`6#$ZE&)lAx?0w|4yW^Xwog3p` zNcYvL>%CpYVKRlq$r5Q-c{vH6>DPen&H!xa&!z3D)o@r!S~eMP!({*R%0ao|j=pCi zxv;k_QMDf)*Ff%uPMVQwrFL#%JlhkzCU>FWVAA`r=#cGnB#`RI=~nf=qmpea5apWd z9#tm5_NMFFSatjhyEeIBISC)gQAQ^S>fUfJCb9LNnx8Fu_9iVi@OG)K zdO0{cuR}V7X&yT5nw(KDxgq6+cYf?MG*uIL%o2y9*2ricCzEJ;oTpY_pC9c1-CN|m zK_QeTUfS;6iEePTv;t1G%PI-SSe~E~MM?J8)kNYd90wz;*$6QEUgwK|>6kVt)cdP} zO9FRNy67P6LU}El#2+eo-;vSv-T6+! zV8myIFG|E9SI29nZ%w;%V#^jZAk1%Ve z$rnnVtlTRDGS|X3j{S#o>}TBQJpJ=n3FU(4O6o?cTkRqEXmU(E=2H`76l)ZaQ(*gT zVP0Vd@`q!%Udop$+>XlS~eGx_Qt2vt(&Nr)4&%R|O<+Eu;3)DCk8 z)FnNnH&`$VG!|i!s#!C}y5JlT@4;#LwM~*xd~}hde3keK#@2WC`H3KmjdL3{D^1f> z+yPp7M(EGlUn!`x-s@{&8F$}atPe7xo@TA}GqPuu=7*7JGK(hTx+b!~J>+T0^NViY zN9~WKT|9N-Q^c%CuW8;d9}QO>3~(WjoV7;JZr%FnHTMcnRIVwgLXH3;#c#-0lDz zkQt@-j{8@49rgv-BB9E^gYH)_q&)LE09b}N(<6QftwNH?_4ghx}?{$>uPurl9QjnTzs|emg|*`_CT)kDWN~HI*7W zp>yIt{rO*C$bwSb#LW^rWUl?~`~SM&AGh{+{YV{h%1_TZ`tQH<^L0V9oELlYp@d-? zn*Xq(|GDzNOZ$s-{wuZr(TqPo{8!ihV#)t+TWDGCD7*hyF$JhG2?t|Pg~?;&QUYZ! zdk?!IixEx-?*pMnxMg}|NTpHcYrVSd5nh{gx=o8k<%};kCy{{zDmK!o!HuW z=(JMM@Lo%_oU@VE5{GEr&yW%*;;kuj{uK(v)IwlNIl zHTT&(lrI5-IgWvn*sdn$^o)Yy`mCN^>x>eC+8u7iaOMjj5N*cw0D7bHg(@#I+7%h0 zZYN<|LBh$h{BDZvZK12VyFa3U83lhZWG*q4<9#DGjO2IZUx(JVQm}2!O z;%N}c-a6UDJA+k$lSRuF zY|Pf3v`Ge&fD34RIpidhXkO3mv$?`B5io)gOkHGjx#9~6b?+cdekql`y%Hqk*EIq^16$7Is zow97lSUn$}`pD*+0sCmWG?wjN3mG01>kuCw7T*G6jGfVVX}xAC&*}c6rsVCdx%`Q|%_LCKHtwRtOv473g2+v&95S+)nLQnuSl{2Upg+#|x1ol9>yoMPn~{-mYtYOT4G= zvL0hlAiyvUAGftbihf1Y1AG;047I4~DNX6*e zw`im$Zrvee%CGG1LKM=ke|In16aJ%oDqk#y0_VB&f-{9bIeBsvqbi3MzA1rIzIL%@ z^$pc>bN}7LxE?pkde8u!6%aOLb+hv&KMIs%D)t8w6L`O>cxj%2E{N!A_2iwo*-u{8 zy&2;U36OsraBCdqI5NxiRyF-GC*O=j0ctrV^DH{si8xn4{^G(=sU1tAOO0K2C=b#L;-)kzO|gn5)CiQ#j8rShmUq_RmWy%=s(2Ilt6WERzlX4~v+T7RZz~kF zQ&6>;oWBvEk{vi0MjHU1gP%oBB|#npEPjNwCMUxegvZ2;kPo}BPH1&M9}vF2-pFvQ z=_8C};8@$hzqGR=K%YwoznmmiMQeU}L`i4m z#fWb5yGem}s#;A%OT|#k36FV4YxlRL2q%b#N!QHgz^45C=WCQ5tGbT*O6AK0>@0CM ziYB2yVZqph2)>#P^P(nJ^rVx?U%d0b?JPNo@(VeB-;k6+hLk**>Hdx+ics#oL1%!DX+N8aWc3wIyTVZZ)gjRLf9odA@Q}l;$;8wPTpTLe2Ac-@#Q?GrPVMSfA_3JW+ea97hF9!*C#L1OeDR>!;l#%H@{Z+?y8t@RjC}Z zE_$0Z28q_zd0Bj8u2rB`pVBjQ4KX2hq`9%H-cAejWmc=($Miu|=IY^gPchFi<-w-N z`GmskvEF`90kJRTJwB3RlMdo0*^RF|L*ABa9)}L39h4@a$m~s%hS{Qeo?WOMyN8 z)};zH0w2zxD5GmIyJ~%lN#d%inWz1B9SJh!6|o1JQyQO~meI&#ZRIbyZ?_#+%XW4~ z$WG61CX++PGUXr%m7UozF@M++;ZMX76%vZYf&)P}Y>K}?_&T%k`OK|e-CHX~V?7Oa zoJU|>&3RcF9z6LyMV_-@&?C2#TIXl(+&se^*?^7b-QI5ODl~>CrTYyn%35yX!0w** z(CZnLiSL7aHYvBTIufb*oV0k0v^-Sa7-g3;S^UwtJ)!I+0>0(niK|X`Jd;2%zsmpe zyTcO1J}KjoRB%O$Z1l6>i(A`-kjA@v;2>dJ_CI-V3Xe`2f=* z8n%lggdxo%WQgq;PXsj7>K>ss??zF9$zOczzjpfm}b8#?7yHx|%NN-R&KVvtd>Oi1Z z29)RTt=kiPS+HY8#UxqHhr}}OFV5%%L&|%a=k*QIpc%n9Q(i30U1qIEXuO&z``qT} zsjDi9(tJdZmMc@S6gb-YWWOQ3B~and(D$L5S9B}z9w9ZL$7$N81CSFt`GMe8g;y9z#+I%JHBT;yZ&Mn zA+Fll?fE@;W$7$C^f}HOi`GIYw(qGp8A`|151HEm|JO}uuRzxaZa(O^(&0<_qtpZ; z7`(jtwqP5t%{XYltcS~NUC-q2klfyx#`%vie)58yhADHxM(+?~`c6YPzBet~#2TSK z%^;HAcEUw`G_$tx{)EQa-28-y%t(|Si&^jicJo`%3ks3kbMJKvrS9PXgQB<#qHcYy zf0UPnP1NzBUD$wdAmPdBVH&Rcb-bJ|?V}P=JEs zbC^s)s7*?sG@IHK8*B$Q_Yn{JihL=j%lh=$lV0i?`-*`5U70FfA2U>vBj(S?2ZBF?Pv)Y`UA>u^j$xFf(;EKDdd`s$^$4_kfYz-C8jch(dK`B2Vbh^Ew zES9CG>qz5q^$C@Y*ImDT>gu&)oHD-?JNvG&-ba+-1Xd`DiY(TBrbw-#$zj2LgclEzv%+4#d``8`mj@e~Wt;I83pL)YEGuF4giOphq% zc@)-oV%O%;-A*j0I?M0Rs6pyL8g6s>XKDQ`NRG2v-I1sneNYYJQ>i?nV+}-go01wb zU+kZ;rptN%YRWalqq2EPG+V&p=s;jZpvCmpLe5+%pT*X$YX6Ag1waH%Lmb^RT{@RJ z+N)zEK@K?#TuLmewua^+`%3v@geliR(_sW3a;Qew%5BMT2{Ip7)Yv|=tHQ1sLYsUo zxE{ckW|i_{Uf#`@lvG96JW(mYM=Y#&$ef8#3fsyYuFQ-z<_?$K+SmX)#}^j0x%Fhd z;~5AYe03p=OHg&K8+|8eOI2#Y*gghsp!(5m@C`gic50Za#9?q;YW{-(^z+?OyXD&X zVjkrnXM2y~rM+fN3AHWhnIviBxc7d|uLWAYoe~c)U-`1LS<8_q3{N~<+t{g0`~8h4 zN0+*l1!CdW1z9OW!6N1>$A@lih-aOdrbn#s8HlNDzf&xMXTwYa*UGLIP#ctYRgE`AL(S5;@h zxcNo(XaJn&^z@1yEDdXQ`7Eg?j}rEYQvdnoRPG~BQQFzLE(c4aEft{fM-Pc`{`~O& z_WSbMK(x6Ux}yh6BksnbH2g^ld)0$Qn*&6vlUY!6urvgp0BKzKz31HlmIeN#%?0uU z_lyD$mWJt3APu48SrY&DXn(o;e--U#`TW1EXhB0l1JL40hx{@{-bzbs#pY!4L`QF) zo)Fn__nC;+9S7uZ{19jFfq2M>uLaf#8BQmacLq>*+*qC4lMetxO-dT_Rr+Ow?R&0D zLPqRgIvqXj$2Hp{9AvqxK`+sG!v zlq>31$i(=N!!8}x8HsUZTjj6rc{AvHj|0rtd!eZ&g2Lv(5{ z^&hk*!9a>=)>-KK;M6tqPp6A!b9iFWQKfPK;S2U)UtY3^kl{}DTaG-xI)+&yIPB2@ zqEfzIHEgV5fbq$ItsF%Cij!?`YtH3; ztE&I)z1`E3-c59Pk!U983Q-flgx|QbONM+&_&FK@YAA=_C{#JG=(9c9PX& zNbSaZ4~yCY|0Xp#lGel8^;$B{+>{wyClXB?uug#Ko?-y=Vdi{DYhva}UVSeom4!o1 zpqp3vFKBP5e4LAr+odI==2(9mEdX2$rB~Wk9)Qtjci3H8k0QZv$WRL^3>Rd`bKGYt zi8xl)KhjL1txbk*#otMP#KyKLpI5S;(Acm^1pZ!_+xX|H1wt)bOrex@TigHu$=ybL zZ4^OVOVzo3zb0aC&qIZ)%^3sN=B-}Ukob_SZcAFNvl)LxB8CMLHPBt>;>s?70kzzkm2uO#Zub3sSpAt76 z9VlPv%Us74gV_}+w;6q_KoTJ)2f|ksI@zAs$OBrn#rwJCT8~Vnu#7S&awE<_$&usv zQNtX$GNNvdf4fKTq1-zB?VH{((g4zu(7#RuX$%YNCzeI zCWd}9beqG}{U(V|hK(TD+%vz`#z$m!RUc!ifEm|{v0V+wl=a325;T&=mR9{cDjDc+ zj!#MmE{u?7nNi99Bf(vTqlY8=Qk@2i6;7o^NK8JxlV;0pmoZ!6Hf~O$mYnc6aQ(>P zYq`|INiuOnlK3lCx9%O9SCvv@mU#Dgyas|}0xqYDEbP(wXQLV^6WkN|Par0ml-R<)UCpGb>6N<**Ch&mT1)JLhnEDXxM`Y9TdU+CZtAVI%|7)#$qb`OU zT3WSigz%Hv2Iz9jtymum*Hc_^g%nTkN=ur@KXc-rOmL zwrjd1-+UyUW4M+UY?r91XW6B2uL+YiB*$%6IvaG1g+56X%h65S3ZgEDU=@w?311+i zFcW-0!YN4=Hly-adx5i)p1k=biEwq0nb95ttsCJ?Fg7=X^ScR&!>$eOG>B~eyv#r0 z#Rn)PgJK`NJL`-vLPJ=&mTiaFQ2%`D#^%OqfKkAbl`jbTosBF;3;Y|Oo}d|vF>u*# z;O~|Jtbp4Ms#*tWh`cH4_b;5UF}rx|wCnvEYgLP4wFIJ@j!9pz zpiF;(Sl@*YyrB7u(fs{9+2IP}X39>a=oR)_9C9d(N0>vWaKvS5=)>b4nx-gna=>>g z=>j+hxL!TST{$K3qb{IE&5ZFIZ2+rR&-X~UoUuc`$XG!Qc!$UW=4__~ybnf2EZjSo zD-l$sRy)rnVR0U6gaK!))B9~NU4@m&_A%h5CC`?&E993ZF94)QuzRa?#?QcUgp0rO z$Bs0rLj1^*rkWbF)jPb~<^)zLf!^2j((kJ2ul+}c*vm)!LZ?RyT{29OYAOCNjnvi? z;i;+)-TWo1-J6m&Nxt@#l5=@z@13o=>5AQFiDR#XI>K%|G5+Fk2yqWdtPzsy1i1hC z5Eehz~@K z#2QCF8Dw&);y>0@NC$t{F+ogJPLIRrSN9uxC|r&WVXYD~hAlJ(nAmwPK(|>8vt&Vk z$CKsNw(a?98(yR#`bFUVDF~syv|}b-^HFj+C!bxy#2n?JO|XM?q`!m=`9^3&XIIy1 zTwyv;Nwr?ehlx62)h^-l-tHoXT0pj)p_R8pi&Z;OaZOcUBQCLTMCFjfVDY!dD&{Y) z#5@-p@hKU$9iE7BU}Fnh?b1S=FNwG~;wArNc;vW}LaC%$^?b_|S${ zy5F#%VX>ZPhkV7n_IFklb^q}?w2O(5I+NgqnG$+ce^OfBXa$`JEMLLE4)XAF^ocPLlK*0}0-C zO=bk;%qFIYP_tcQNTMxP<+A0|Eqa`!AN*Q67z1Ep{hk6NsSeqx$CUO8psHQyS-_G) z@YKs=d($Mkxy>to-$8yhhi{!!ZQbg`&e8SZ{_A0iy8wJM2N3uV5kJ`GL_axmXwj2p zG8Si{mQ{KT%<9e+C%zMMhl!023q=SPly-RCJ_tpS&jfd$iRB^LO+G$_@$506?OSzH zkE8TkR2FE8QaknPB^Jb7!u`TIX zF3Ow2sp6o%@F?`fpX1-3;=VY(-=CsN8Xa88JLrZ5fH~NhvTy9Oz)8iR1ds7sz8t@R zUibjOQ8}UFck00FCIQ5RH{8^hq1|U~|2XwLLIIHD>>HJQuzOkwpfoAn8lBS$`z-z+ zP}=Yx0I)I`$(TC$NG%|PWYLAaw+?j91d+!<-Dr&1jKoh8{r4Nk@f@-5e1%|?vG#m* zf#mRtNlupI{)UsaVYdkQo;nwWh<(p1Fbz%t=eKgZ8nwoqsh0G!!u|Du;7Y0YZs9;1 z;-}7ZMf%6XXC_rU4Iae)7Br}MkrZ*&qKOooBZ#3 z+ej4JqNHU|XJYZAnQa^tjL}SYkoLl*F9lT^Ukpai5cIatF}pQf`cN`wSsz|F31)2i-gE)%0q&ml35+>RVNNRL9G3 z$6+2`3!&Us`%-hrHFqpx&;aexl3f7m2^t*V@E0?vIx4oWh4_(w2Qw`~&U*FUs2fGk zF2=~P@ADIJYvhON*iv!_Q#JN~) z%!z&0^-se~1BS;Rkj?tyK+vdC2^b!+N?C1x>4W>#8IqA=Dw7r_-^7P zz3iLNF15zrZN6zn#A2X}yW8&7)w{(umE(3(uP|yYQ$t7>T}fS}Gj7@o%eVCX7~#`b z0l84(h%dYItXp6Y7;de_>GaO;%iX0urovCUCIO7(fj*$hkkkb*Aa}3%gTxK=*P5!0 zKFv9dQ6wD%^<7}IJuhOfRoMxOs_t>{>GPfi`TJ}AG8^BVGshdlyj%IDic&Twd01aE znD}sr4!J(b0z_w3AQk!`-MW1sU`2Il`P-DT*KXi~wp+8w>6c*S+ouq=Kw3GH@O7Q} z4>tiSwDi#Y#blKy52%N@J^NIt)Kr&5j5KvQCem>ugs?Bl_jp9oiQ#-X&^x4RG z85oQL>}tBos1CUdnj#%j6K4&5x~`P$9j?5!uUX6AFfFI_0=$)U`TAwNf%@f+5B%;L z(BJF>=R{+}X}LEMxc)-euFQ0ubEYJn6X?(4ku0dvm)`i+a1FY%aVOn71!^y!;pG)N zK_bdM&y2BS(=}NkNK<>D@L^&*ocQ@bgQAz95M=U95N)3-<2*nQ#=#dv8{b~vB$in zE~?5*usuL~FNiO(aW=sU2-ocBwtqj~Hc4UiWOyuJr|~$BBaDID+hn2^Hc4=Z9(_x- zuaax?3mSy=Bz0q0myiw1+2BoO3ThC$b^ytU((>CDvh9a4i6v`b+?z18tuU#vX`l7V zsg)%@(b1~m&9RQ!!Z}u(q(JA9g&sT1m{~1Y#tjN9rFl5E;H5m|)R=4Tep`4QGq0f1 zQxw<3Bw(D5Xi|8QT0coS#UH;AJG1Av7(`d|c%gib8M#&^(S7Gzab_<8BMDplc&sZ= zuf%6M2pU=cy*RUhlII7mQ*N(n-VFQaPje06idy+MEvRu4(~Xtd`)N?>JNX57|B~+= z%dLD2R6vt6yj*~*ZPn`4PvZ2(dQJU_W_DCg#mYn@BjoULwtxn>irB$)&GnlQNEDbf zK4Z#b3l*sGA%l_0ufP7%++h_&y{(VJ*)=BrKLQY;dXW-Z?L16PAJ|Q6}`+YAww5(rW2-f|AcFP;L zR~Jyw^Y!R~C*kkb#s7%Svf3O@G3^>zdF$E*X4=IVl-XZ+a+Eq8a4%~OxKKU=aprlK zswL}_Y_e7LlBYm=I5kf`>N8a|F28$Wa1CglY-z{7CX*$aRsaFX+n}5?AdMKDBfIaF z#S|i~_<@6y#=sv`1_!f$^=Zhh{d~VajUdP!I1TR1-urKUWQ7&<2Q5-Ig~ad92VbYI z3NqT^4PZ0dPtD2BgtY+hK<3wEhp7*~?#l^K+;0Gi!6AD1XXHXFQ}45jL}zbb8vK6I zKpT!CI=QZ|K-&RNzv2lNv0+pK8qe2!cV~uw4`2TIKVOb(>18DrL_UsC zq!ND7Wue#<*H!zuVre`WZMEoh?xNr}RfZtaJ750+azwiCYZA#MR%*ZU8jno*=w~Q} zB0sOW6SrQTCokjxuTYSMLc17__cS!wcl-LMhR3}GE-SaV>VZ)kkT@04t?gaUJ-R$J^|Io#jCf7pNV)1!RLb7V&ue;6VI$>oOo+o!UbOrbdCQuLXh? z&5v#`{}kfBZ?;4qNH=%%(cCWz9Jql%vcHKR7}oz5q{j!O+v`%d_6t>_0|L=@Nv(dn zFso$o3yrm-D9c@bc3Nsab-;pXG#kJ++7ynoIF3gPSEct1(5(b{nA*6U<+kPhH)2EZY{?F z+%z3jFLzbAr9X6UDJQ4;0cNin4&uNc3;agq0&9`8#+!x8eI+^2T3&kfTXoSyOk(U1_MlA@*x|d2>Q?MtV9G>7!?1BR{yC_f zxFkC4TKz@|5X+~-_R#NrOB%;PUG@vJhG$J6p+MKlkM;y~;A)j4AahEU?p6DOP(!K_ zTw9hVm$uqs%T;7!DZcNLwm$z6D$Ms3)j1_7exwHEO~P@+0kM9&(Hf(?D)*-ILe}@I zmOdMF6fMk7q1iyuQQYBncB z0nnXNSgd*Jhf0uhXEIVLHfjC2^D$ON7F~TIW9Vk@fX%4$HRs`qjUQ2JV*>sQ46!C| zy_S%en_~(LMwgLtsn|<@_Fqv6oaFu;$)lKns(c9Dva`%XLJ z3q_FjDen8H!kd;eWW7;G0)mrZuD480i}lBcg^#$m>z7^sbm-W8B24Td47cOIbR~9b zbX7zq-6oH7A?aUS0Ad5CV_BoDVj~*%qey~`uYXCq7#|Chq^Ir9D&|vUZKw1~fGn8g zPV;2qS4o32abZVtEVm|{kKH$vgH%oo(J4-q^T>d_T|p9(NzBera@|IB(!_Lkcz&Bu zD=7$OFB4 zJ~NrR#h3!LXZBZz`llx%``VKKT5_Kd%!9P|Q!h9Aa$RkMWSk8jIP7w)El{Dh( zkyxrj28_l&v-UTx^_v)EiSe_gsQ(}K-ZQSrY-<}owz0QSL8&T(h%}MjQASXaGJ+so zK{^EKC6LHCih_WO^b(XNARsl=M5RQ5&^v@ENGG8uK-z!bPCe&2#OK5N|MI@hCw@*K zciDUGwXStt*V^%`!Lf5+!unWuu^hh=h$9~a_J^rZhr|$~uYu=CL{-dmX2AVT*r@28 z*z0%h6q&N`ys6)$9C+29=}I$6@W?z^0StXY4==}vL5kvN5TRY>>}f z8S6Us{h>h{|NrnqOZ6G^k@I)+p6+^7=4yts4io1J=aLI8K{Z0Ol)CwY3*Bum7Qk^d z!T4yV#1^ssSMaphSMkK5oX}KPKpVVOe`KUdBBTM37V6&I64>>b6c<>b=sm3&bt?R& z|B_wd>PQ%9yVe}!M=ZNvCxk*(%~{;;J={zJ4{HzKhKnZ-0kIRR=!>MZ{*f@;+u+vv z`S%ZpE^F`d1>vLEG{2x=0v(ye&4jF! zeEGIyL#6weY?xEjfUaA%MU@W^y!mN6mSwRp&V6rmEH)*~vIZ7vhvz^I=Q9l%nL3FL zIl1}ttbrI;FL*)X*QDg|Lp{?Ulqu@wLEW}deEEwEps0TcCzE*#FpGiJE92S=T~U#B z?OKeyA#WhTbI&x1t$M@DZew+;LovU^4wm2ncm$RrI;F~D5sqJ=tK{e&^|j zML<#36zz1(Do92e67Gxm+&IBk&LUq5cDo*XNKaW7hM7{63XG2d?cY(&@Db1gO?q7b z9r*+FM{nUp5t*avyXtAw8E$Qf8be5A1!!O>O>oZq3>Y_~fQBit;$_y#=RT0lI!$7q zQ>88fGU9^EV41h22KuFNENimNAhCoAn;r#H4p!Rq8XXd150sjfwUKlCJaS1k&2f*M zDX@yM@%BpZrlUaOB)uXf5S<_mQx?DrIS*DJ$n=>i3R<4>q~4ye8xIbm3`>QK0O7MA zkI!oRT8HpY0LqgZ&B-ljq5&VUq{Z6`m9HYUfRQEuWi7|IWxZNNMQKU1r0>XAw79Xa>*2Bg;l1cUWu z(x3;v#XavUIH21D+%bOGk5Cu~{8{-I2k5Y3e9T&4f{|aZ zg>UH2L#OJXeDo@b?&&r8Ch!Cg6RygFBz~TbLIjO#Cv&$NZ)+geTj(*H ztGlpUEH29t2Ihys%-W4XGC$Ijg66z1y1o#3C^Gle71fyc14;qJA0hfG5HQI~tEX zXSJ8RCAJ`ltdNC+gx8>3<$ud{%zkmb+5ld5Z9CgGm*JMLUDSYb$DkoKvulHn76!hf z;c_2h{bxwNnNuEsPK`Im%?vPxaTO6wQhP zfk=5#R*EP2{#VicI=5FSgQ6xc+wYZoR1FdMx~iq_XU-`N$#Y5r#9Um)DtZqnT8V7KLENfkjLpcy-n~6m5?0PnFD7ULym;}_;J*7S55jDx zGGax48&Wem8cLm^s;BGiYT2){oa#3=HZk(+QfmZo+?9}<^EaE5|6FIVNC9fn#&E__fUq zOMAH1ir?>Q8dI0KpOy`(7QKZogDnuNJN(|hA?$(jltX~i@DK{ZC{#yp09MaFY4fl( zkr+e`%EtiT7oBVq)szdP5Fa=sn^nF1e%Fk6>Fq%t@%;=Zhiq1>8vnDId>{o|7>4uL z0d9i8{W2i53^16oIvS+JqVM&*G4!(jM+N;LK(H|!aYJsRF5KpT*0}xAXWyPw0(D3fzgO|%FH^0dcta&y~y}VjC-+sjc3B5Lf&VH#M^g!bnntb zsKjq}W@a921WZl|xk(~&M7rsanI4k?oCYp}V)=tWA~3&sIUBTcJr>91oUi6T_Wo(N zu@$J4W(#pm$$)pescU#qhi!Ht0koegvVg^;js`3k5+qm6S9bm;uo-lN;xP# z=5;4rsq$(1@=IR*aUauxOhtZGTZ0wk3Bj$>~2q#N1r|7 z$wi_8sR8RwI@$MrsV%ph(_z9sWof9Z?GePHFTL`h84M^az8ZyuCMWY05;cKhoNGl9 zHdIF&v~D7WhG=7Jk^AfU{pLUOOlP*2YIA5(_MLexkhFQA%O^@lw(-2Xsfc`cVhpIp zB&>1bRk%;*w=6jj5BnJ#hUSZKydRXl=vnx>q$AXS2@FyY;Y*nHHAT4=Jz!gr#c6Ll z6SO|IUyUx$VHMc!FjU^|6_p{I?K*8^dS#bT2%z>_icmtEB*c5ufk?%DJpNEGT+H`n za|<{q5~vVWVD)92UVp0`@hXqw5KuBI^DY7IX8aaH3C5*{s8!BUb>=~d@DuSE$ZsRD zYOc()0?{d>`8clZ>4&-MCDX*4?UAQClMQ z-hS0*gNJ*0#eLqq`{7V8H3*2kLqpEclVj|2-@LfTE)5yK5PXF{JF%xWh*2tMJ@)=p zb5;r>|BWg+&e2-ic`8#jn^cmYov1i$8;h+=i(HO`5QfN9of%^0%AH;_w`88*RF~V* z6pre63yFb6>vZcdDGSP=COz$2%g1^wAx6ff^RuNare3sakZJSpoCgG zn3thK%OVvhzd>4-S3tf}(Fr>7Ch5m%v&DK%3=EY?D+D6&dPoHBiXK$xR2KNltKQ!hu+bb5Z3rmRad<=*6`H zOm(W{Y6@&)Elz=Oo%)`uPGB@M5f%;r3h9vcngGIKkX`8Cx;_8E-(mzjft zOy*dBW>=3pyS&;n@sDO@Xvme%*2VRlk+D|(VxgUz^rjRYpWE;9!UDap-x403W#}4; z>vR}6{3`Qcp5srhXB-btIc6mvp$_+|&0#@Ge_zHH`LMLNUw)1g+u_hVxci+A*wvcu z$pGt`hxFiRO0^0&?0y0wm06ygh^!355)@MiKw$8fJ;IS^s+3PQ&fNfYgw?FLLVGMh%DH z%Ug3qyL5UTL5TLc;eH=H^cVhhGoW(3BH-KkVd#_&*Vr%Vj*Vl|7v%El6$J#hRXP%S zpgbx;>pe$7tmga7?8hMphW9?bFkBdxS1JFfqgdbJM&0ZZk;g{K=y%l%S5ABoufn(` z6#3QfYr+991G#RB!8A28Le9C&Z(o}goDmKLAItpLSq2jZ4=r+y@WKzsjzNTOBQu%d zAS%Oy0y3%ai2J49RwC6zHBUFG(SGLPhnidMfb@0NoVb{)S^4EZVbjyAAzcDanoc%Ysid zUj-eS<}M$xjXq7=an<~;52b?NmwoxZX|pZpL)o5n`38{da|rZ$U~Y8`b`>?~wp$nRn0-_H#+#|z?Yso zx*-|o_m_CK3hLma=p4#Bm|M44kazLm$`k>4z^}I{Z8-!O} z7EIK<$_VoXJ=%bq!A3j^L9PpunV%=(-MRDGUtTRw!DRu|wLWBxM2vD)`Mg+EQB*xCkQ;*icRyS>4x=0n|VAiV3 zeavc;>(+4{FF7|qg&QIEGIN2g41kPB`fMT|17il(lyg^snjR0(dH{1463dI9i|wL0 z>%0{L-K8&3U)N`<{dU#$K?Jv)g@BLSoVTZF`OT=llFpvupU+xUxem%6u>`!N0gxU? z8v4Oj-+V4ykySGC%b$I>TU=fVqW+1N%wKQ^M@O{E_0K+)v6bG_bxLy>V?|==%&_}S zG~*>Ce`!c`F;TR<&W+=P8@gaECLFpPf)yN9H)hlTWU6-u1noGfMX7_cBQugnUBphCmo^~5vnmPp2~ z6CS&~)Yg`ZA(r407@W;m*DPk)&tXRMPLoyt#hSFZV!bW=*S#*Med>qd8aC1enrY{C zX8WoNMS5O6Y8bYWD135Md$z{erLXGM-41_Wj#fOd_3as|GLLBe;;8`lvA6e0S@C49 z+1XXLM*I4IIB{=ev57fwl;9l21|L@M-YLC$73iFOwmnBxV zR5Yv?QB0ldz;IBTF{X1pNKh7GMyBp-H$;?JKp8eptYYlfzAV?{=^V@M+6<03%*R*G zcsUu*-7rX1vLmfnTMzoISt;sHOp6#er(r5PJz;6#J&{%9YC+3@g>1j+k0B#3u_^q# zN<9RuFUW7gPiT-IPN3k*1-`5xUmQRS^t0A5L9q{kepuWx@bgD-&f-R@JzHOU)=b8h z_F78u`LAN+fvcf2%)+Z(b*)0GMP5*iT4mwef|WoIos;q2r|7^cXEEU;04$6U;zOQ| zP+V-g;Zk^UB$yWRbI3m4m)a98Ybx0!@&2oyhif=nuya+dDKf6~nc=EM8iig)R_tqh?-lmAMQ0N!LTQ;?TBv#CSE)td>-mvGXsJt{*;PK zQf8f)0wC5h)sdTGHi_39=P`juLftnMy(i6kYZuFV-j)uSZIrq#`m3776I}4O{RxF9SH%n@Db;WzOD2xCn zNqj6C!wN>?Ahi&>6SQmnX7bQBi-PI6$Hxv?f#Rjaji^d4AI+QuDlZw=>-(;$O|4za zRvw){D6n{Tl`;r>$YdBd4(iZIEs``B_vQAG-km<39)rT^sw>Y&m#9=AO0NT^Z%?>0 zsYyvG{^J$R-sZ2d!;0?fpIASPN88V{I|Fap{pc`17HjX?|8jUC>sVz}?0QRvqJgu` zA}woz#viG24uq-aNI{qmG)+2?Vn$(c;<0{>MGP z082tR4xox0*^IPE1@UVR@pfgZz<{hYx0i?IROPxj%Ih;Ev)hFDArcI0-rTcSZr~&; zV|_&~D#96-(C{t=PD0`Jnf8_f_$SFCyFEH*djRV9<(88ohB7cS3VaxwX43l$9Vv4K zEVqg3mM=PUPw*J#ptrGR>)LoYP^O(4MzZe7pOC_U5WAQIOoW0|6J_sznerDIqr&$z z-=i8^G4xz8_34sEfuIomR8Dr2Gs+onr6S6nFAX@m-S8v>kHL?Tw1OfZK8`GjDU)7H zczA;1K6Z&f^W)8XRSkTdcHlLGkhMA{vAwR}J~^iKlFqI9DmM2`t4fGhYkyux*$(zuvr;ZyF&B3#{SDb~_)x=oDuZTw>(fsOCU#TLTYGf0 zcV%VVLtg#bd>*tS-B^mXtH`u{Dl)b@DkOF=$*z9bt20mXq*;WY)7Y1&?KnW>h?mF? z{8{$iO20i{cph+&aO&Qj%r6;u4IBNIGHwQInj_lACNJvCkZhDdYj~VCmTA&pAOd>X zVarL37)wc1Mq)!HXpuDdU=yUbpfR-ZWVa4xHG0Scp4`-G|HAi7ZvFtaWsRz~nmP_2 zQ_0Ez;*5{c*n~R)lz!)F#s88{{?+t7Tf9@+?-h;yN^*s(q~^=74k};rFBN-s{_|v0 zq`nW6n27CM#Fc6jF<}!{oy>ylJzOPv={3GqK_s=pf$5osT_X8L#pZV^Q!acg+3&K; z&tQI_O;D^R>B_WCTDa`1{uy5<#va8_Pw2-AFzc0pmqEZ)6y-2UZ|%xqO)i1n%FlsM z#60Q6DDNif2j0MeM^Ej3+&|>nIt5!QYRZ4ysjDPafL))?)m_1~s?n6OWzFXp(_K^j zo)|h!J8IifsmS%=rM4Gyb*BB#nxj}MD_#t3lU`UYyQu)dnP=KQ?Hp67%`&&EIJbIu z#Am>tMt5@xhUF;b$)0i5X`O%o%I!s-&64o+__FA0@%`(|ovq_pJ*%oNL;e$lktjV? zd@Go`QgKa%#gl@!1}qpBQ=~hoK&2Bse*4`$=`G#>PYzucjkQ2rrzDYz7~XnGP9g+= zniOOR#zMfxYLgW+0ZF`5yRz7NSRL&qH^!_taJ|FD+2QFur)r$!JG{;PQ*cOq1h!u$ z#@y+?A9Ia!rpCF&MQwN{zvg6s*PP`<07|uHY0eQzFw~5o%d)Q0ri~g8>8VEZ8x8BM zKZ~)@Z4jOXUXYdWAC1Y{sAy^uML@SW$>4wmt$^}+a)7G9j<$SOYDbC7WJvYe%+o?` zv~Hn#qLEt8RIgTKc$enWj+Yn1jw<_gxb!v#2@ffaJhT}FhfAnyS^t>_L!NN@%1iCy zv3tma-1fz{Iv;ncB`Z0idZh(q@Z%~Iv+vvoNytbYIl}36aY;v6w~QL_yifTIy2i>c zJvJBtFFtf1?;x&cOQu`@=wTmSW?(i8c&wb!Ra*HiumBXxN@rD@>~dj6A0HHsC*)3? zp9Am1VoDV}fCi?`2VVa>{vR`p>p%~pI3pI_SfE006Iin!VEMe;#`#c<4}N=3&_r@M zWq?Kg#Vo6EYW3NL4#OS`HV;yW@kEl_N^lGgo%}18VaK3EqpQ1 z!#Ni)gswiN?blQ*KZHd2|(aqg=>HBt@oz~j)hI&20jG)ce90H%^h3+$-m z@>(DNCx}5;BB;sqQ$$@Lq(!KTTeZmF&$ve+Dir`? zjulQBT zkiob)cHk!4Z5Hpy;O+7r3x+Q};D$vYk^Iw{>QdV(&0rNK2m@1VMZ9Tp$}`G)os7l! z_gy8pJJ2c1pb$i`Mr%SOgX%FOY)&9vEoz0^4ReGx%b?xxiO*QVdffs9poI_>YM5NH zbGEtnSZN{f4bU7|qRhKkeF93awv|H8?Xx75sYf@ zKM6J5+6Bw)$y>C~-8$0=F9_J0Q1mvo_7q8l@Ep}%ydg1XuSA=}3s^wcb;XkKE%q~u z_dqQs7~8pruw664Y4xDfg4S;3^$(0SKCJeNS)m;T<|Hb%DVZ{0fxL&eo^10)c+p@# zsi(#Pv?eZgU;~gk)pRSD?b_Hb-Cd6SezeiP*PbCavJ9$jRJ+c^$t05E8|?v#v6R+O zr&5a*sSbf<1fjx3=25I_z9!L531Z|balZ|vSFL%E-5IW)Y6=)r z-RpMYVQgZ>9}1RwXXzd6>a49f*8$R$=hg$}wzK)t?-%y>i~Ih>{z4^xS4sWfzs7=3 z9h;^AxB*IFuWm_7@de&sagHgy_t+zpOCXVI*0QiqmazezfsZ9HtLMlSH2#Ig+yWhA z->l>S>t%9{z9^=ysPj4tnOy?qG-%cminZR3PjX-XX!5G+rfAvfIkn2Ya%{gzJykVW zbEmginaeS`;XB?Cxn2?sa2rj5GmpVZHOQdWc83Y^>iKF>L*~hS%JXjm zX!0Wu@1=o0+XD8t$`#q!jhYRA#0D<))L&w(hW$qOE~ireqRc_H8nB3Efll~PnpR}Q7SM9ur$nDj zxJ4z`+yPuSK|pKUUta@ASkSDJ1m_iAmrCHTgyWU7UEz;_0JRR)vgi&la^@(gBo^kj zvyMfotg8c=s!2O0h*rMP;QZ3LS6mXwF}<&1f+9a2S1W?Py0Qd1!lA_3)fst8pTNlH z5OO$}XD`!Zg(N7h&{oXOaGIE9A0B<`^ zcalu(MUdT(7UEFNTl%D0M6|2)BJ=1eFWg?9Rj@MmT(R}!AfGrOl2>v;w0izmNqXXCse8C^Zj=R0T9q{$ww_SnDXwC$>$cpm!#$|? zXakNtP->~1FfDO-+B?&oYj5tcU{yrn47E=Q5-(cGuxU}4c-5(ygY9%k35Rayt%~+9&#rPia}dHA=)~ z#9AoShbaIrZ=1S@2MaqIoxk)#k_!2i=ZCC&Optue`4wQ&xvFux$vYf#p^hG~>n3D& zr!-rxt;`x4mGqiy>tpsR>9mu(bb(CtWREGlR{1%Dz>ZLyjZb|phwX=%c8YuM2_o-RXU*Po={QbR&?xbG*I31$iZ9?VvOPz#i*F4On(mf zEPEZ~ZhLJV-^sQUyHQm*fTUZ`PuWj2X=RyUai}|2_{crdpT4ooOSf`~b?F49_m_eP zXuWI}kl_bLGb{=|t+Fq68Z2{-Rl6`K`X-OA0xSg9W_wIqWB4TdqV49E_@NKMGLlkY< z&O8A*YGtdKAyma$m3?OW0u{!9H~g*8%IpF`4lB{Jk9H)>z>i}F=6ai)0C1iq&$7`= zH>q^&pOC&MA1)bvSl+nt$qClu8p@E$@P`HrcoxRGy@8oe0*FD(1Ata=rR=t6t2|XN z3l}P)V`@~H`D_c@lx;_#MB8a8Z;92W3irXhUK|KW+yFa<@dSL>RCt~eZ&#zrST1%S zi|+k$eo{xyk~L-nMvBanF{tV6rK-fK!dm9Av zJ9Npl1F&*tW*}-fs3_H|jR~KC_h$MS)EHhno%H?-AWJ9)024+88M!u5Hc0;9hF$65 zUM%GGuRGD6r8k#w%HRp3p3|zqDVNfUL;VW8aS4h(#Gu~l76tqLEx57?OB$pe;{jz# zIH2FW8b^G?cjc8>+vykNyLo8fECN@P?f0vNqI@BsBsV}sES8SQB(2B|9iE_1(E}Tt zcOl%WKTo^34Kded3Cnk=w~H;nY$rZW#!5Bagu2R5UHBjnId+~j7R!)f1~U5#JFbZQ z4916#=AlCxU{!O`a}`wpe!5LfLWPu1nVyL?54gy8+$!MXHuqo3u%zYZrnv&WhA8=4 z9nU^Gstrlclxvke_Tm}@QG-t-1Y=+z!Ru185Cid>$AeeEfp9>J2XRM~;Ff*Ev3@Mg z3M=@PW3pd$^=v+EFnrBr+!a~jjUmF4H3K(x>4B1S^;2!H?F&>{giocxmpfbr1!HcA z5@{3=iF42^(%Qa$W$6nv{y_bSfJi<5YjWX zJ~iD!>FLRM{}syrlgha9@}(T%V7gn-IK$`CZpHP*a0Y7yJTsi%ozm1{NAz9C06 zj0bgOqvfm5>?)Mw`WB!8KOKP5WE*VNqd@~cclJIPdvScXAds%)Qyr!MPW%7kUZFGY z|CI|X5w%fH!#$3WOw+0dT63F`x}COO+55p0kbbCMY==*?4dZC9)ERW>tkk(zl6`Q) z=%s!zSaYv8XfGTR!16xbR&kMV0|D_zZu%kEEmtT0@D= zOa2Eo`g5u4+qhiU#@f@ga1Rd>>wsnF*2-=c@#(=IUj+moCT9|hm#bnB#Eo_N>L#1R zf1J)dR!KxCDHrXmgj}d{t{i9NX8_MErL2vYTjK$T=lXJ19u<$XdbfjLvb(Fk%cql_ zW!7np)OQ*LAlRRPPsS|FuY>LU_VJIG;P289gPyF>4R! zCHQRS|KgXp)i8x96G)`u@Z)C0Ttc1mhN837>1|xfT{^|R(4(Rs-bx>493C!`+@RzL zJ|+QBNb+O;XF_Zc11Mgt07ZN5gasFSi>vFvlq&CitkWg-do2zRryIW&utW7B z^Q|+1*$>#;`~9E2F!iY2-gE0T*M;e(R$Kv^m>=*w{5N*c%%;t1*HSOvuY~%Yz+av? z3CzCt@RT=2@;n>-FJa~%cdW0nS?5d_VQD}7OA(ZB2dvB<1AyRbK1TueXUE&f0}j_- zkRg8<0j-F~Vd5BR(6!~j68y6iH2}l8X(XkJ#g_=Hbgy3Q@LX63nQP$6E#R1cuP2G4D4?q}FTkS0B-@4Bpf$Ac5o7_k@(LTU! zD#>H|)AX_OjaU11v9{Y62rIp2LJbkToYWzypSEL36s5&hBB`?Ju*A)#O@mk6#gpaN z3dpK@1j91EH{FM&ra^nAhCWcjJVxm@HZTWJs@{^Pn3?RO zTY3wDx(AN8o!uO5Qtp^NCT%0f$gq9@t6g>4Fz}r=PQ9F-2q&%40=x9=wFRL$qcWR8 z+fxk)c*xLp!6bR$w?T>H>ZaghIMo)T&M=>h?;Y(!4!CLK+5DZ7Z- z>UnXdS?ULz1p3&4s=Y%p5o({)8y!*LPsWJ{AD&fBA{8fI8E`Y+=y?E^H6cAfm0br0lC?0Zde7ZxX#19Src`@5g;=wL6L2wJmBzb zGd_SaEme2|H48E}x!axtz-mK1ies{8WgUfu{wM5&w*MFvNjOVSZ~F$d7E5(W>BSo~_+RAI8rcf7-OcqkXG)0m>A5Tn8TXJF7in`RsZ2 zR?qY}qb1|pXMUL@;nZ$#Zdzd}u$l=zCh`O^(ZSA;)4>J0oz5-34n)Z>Ai28Z79}x9)6hJ3);E`R}9=?=snMkF$FLA6xp4`8OPM9z%{f zlX9t$5f+=Je^mo~>0X{#cAo(&H4PeSw7z%p8zxAdz$i_33r>*zcQ!kKJ9v!P0=%|1 ze5+s+eSd8Ko;UvQADgM}sOdcmr=G&=(sOMm6G~kVwqJ-Cy7`9dq%1V# zqUnECpNZMIn)MuA1}9DMwQU`9X6x*1LTz^da6K``9Ab&-<2NHFa@I&(+<$J&|F}>G zQ>em{o#|_Q)}%AT3+LLrmFxU*vHBzgJL5T<-GD_kSgjG(fUqM0>#WqvJ63C)e=K;X z@%Nqo+mR5Q!|5=uk2W!T0qbTN+uYr{;|r+C=ph?!1`uNb)1$;;^;FZ{HmJnhwR^Qj znW&`$uzoU{|~hMoVffdl+4ef0Og^?$|l^5wD)*bJZHn9Tf&OyuzTEejpt( zb1C(ot(<9Dv6KiXg4%JdLn@)e6t!MA;)@_Y%PilX12ERo7DsmHgZhyj(o_1r!=lY3 zY3(crA|~jFzFyD{Iii>I9^Q4`p*3n%mZjsV@}h-P++RL>2iR}DmWD zN3{45UceAQNyc08c5(22rIAlJ%BdIH0pZRM7y&@_uS~DV_9douN}te-8zzA{{0NZa z&SBO9{4%b%lz$G8yqTCcGNHyY38WHU`7MRZIp=r#zQIeNALG$|qPp_TFFo2QYc=ExrT+XB+F1<_6?D ztJW~!I)-!e9Tw~GXu-083ZVc=;AA1@KM&x0c!aPea`R0lXH|e{*p0wP_0|#n_F<7~ zYbBYw0~2y$8bP&0SSZ1VWg)w}%7(|kPO|W0Cbw2E=)10C2}i5;3@NBFo%-I$k3H{{ z>UA4Q)!6s2qNuFX(+Z5Ua&OW>cbBkj#;TX@Ztjxuo=CEx$j>CblVs6r7RSPffunh% z2S~@V_Nhu<>q~6xXj%>0dy#DCK4jb2;a8 zRIv~@`6e+din6Dbr~3aZy!JbyN>F$akDi)=QDxGHy*4bHmog_k6Q>}?y}ga+qYZ+ zRTX!BJO6=N>@mKA8j7hG;G6Cla_yx@1Xs;*725{S+C-{8MG`5-gLR7{qTFzDDej9- zZy?bnOlNTvxu-%7%thm0bKh0w982zBqJkFm9>qIE2f(X?+GPO$G9mV_Ef4Qg_G87x z-ERcna}f0I!T=>vxkVX%hwluM*+1d`rUuMJ>w$H!W?-Azuf-$u;%46@E4N(mAo_^Z?jFi+8@RfQ4}S)`BloG=;5aTd=#bRcU14R~ba z%B7S*9}g$_ZCFmbVi)JwAnKq9tCCUR^SGcmz98E?2tU^UFW%t%7NVc9yLD1(5%v{Ey0)JGRTdiu$PG|*l(uBn;=R4>$nO@73xvZp^bk)hb8jDn~^|qTpgHXq=)wv@vonyRJLO`WFFW`m;Key_6SC zyy9mjwOxyU?E1QBhY%oYB!pmuOCUjl^*Yn0F-)R5ZhPg_@Zp9`le%IieL_YDI!ZuS zwPeUEBmHKj&*kE0ogH{o(7H);EdE)ZvTs6v;+|_ek|^&~W*&PkW@NW2PAt=<#PH_A z!Z!$ZZz=BM$B;QmIZOSHF}nTNnu_hUjj;Tq=TL{AXPJ~2dy${F{wv==f#xw89HNIf z!?N7z)ftN>@+F|E$OAJ=l#Wr0}`I_Kwus47R{w`t> zx3Xpp$L_VZM2fJwhV9WFu*KHTwOUsZXE5uFxpedTo1wb^UbkUpdf?TC;CR_C&>wVB zbuQE3Xf}%ZCBGVFQgqfA*bn-rR&~1heu&v;DLC9nNmN;XHCkj+X7%NSo1(FBnr2XJ z>lur{M;Ax4g;3c^`Aa5K63IihS;5}<84|?XpPf(_112WmfV)w@@<8>eU2W!A#0)o* zgcN@Hz!WRC$pZ3nQEt<* zQnYK5=oRM=l6Lg}az#EqUngPbP^M4ms{G)fY$?IMU3KAdS&};mJBQ)EUfk+DfI^?+ zmX~=Fa|-r&5eP%<7}AjlZM}r>#Pv(TE~LeAZnufgzNQfYw~eqAsjSh%`?8MVm2T4x zAi?}t_xVjB<7obP(h>8j^ct6_k6#2yD~Sy>lkuS0cA>5{nzY$S1( zW4BCq(BHhhDrw-0BhrDMY>d-e)AO^Hc!ah@#mRjN%Xj$po7V6l`AEz{vt= zX2dwERgHQ9Q!oRt^dDL4y^O+f(_9>&s2HO2c1wg77uVc2kXH^^jtjgzy3%7NWHqdS ze~|Y)j1}O>lR)}d)rx^PNC5pqh#d_h-tYD?&}fFdh5FbH!^a2Nvjcbgg7V1`ERY=$ zqpWhbHbwhzO)r4~Q^3}Na7ykHd?&hE@fvWN!EJ{v8|$3Zw1F&XTnT- z%8{(-8G6Q8Fh2;_f!H1}rKDbVaNmb5Er;JT*XX-Pt*FDONamvGkj^bT0k zjEj7-J(>P9c=XczIYQ!v_DyDP$3}~7A9g;gFV!Gu@%fAXfby|R&xkWfKEIvJ2@N40 zHcXVwTWYP{uXHA{o#w6zU+KjTi+B83MxGSxpA#UD!z$9*zNAcEZO*8ZPv1te+GROxMXB27%P;6oMovtBX(`> z>PTbh6eH;@g1&5YJ@P+_?0*ImFzj1;raxCta56F-Mnh63xU0WacXjJ%&^ruHa_T6xye|EID*#5G%s9x^!tc(@J{O+)00`Cy z$iE*oBqDcngZf;*^6k|^y2sQRMRt`4KRlU+AV`i61o|3i;0^|Jya$;J{4#^D0XjhR``3py zSR3&jkuP#?}ACZY`zkM#+(5~@|7^^|KxycZ(_7t7nY>20TDLrl;fRAK~sl zj)6b>uZsY%^ZzEuW(44~ydkb{fNUvu_2pW>1!i?YGrOYAZ2ow@8(iH706>j@6O)8& zYDztvzkx~m0~}HLo7i72!2ZBwH}<^6<9h0^5+}Zeu{i;Zt*0?h^53`Af23wRz5rZo z>6=h#9=LeZ3Yl*VB~u3PCuKt)q(5H$D+rPlK{v36B%gpz4gQ-S{h|Lo#w&M%eu=TKZ1y$!78P?)@9eH~%U4>C>mu%F55z*Y(WP z`5a=POR{?g%<#)`UiIWen}Qo6L9Rfmw6xULJmbtif=~GI1IQ8uUvjmyean!v zy!?|NexPx`7+k*uZ62$qz+dg6Pp#NC5-G2wG?7Iy zDZXY!To~tj-42D6x9OXE>=U0i?EL#LNEsZro80APKVIA}^7p@5MXLvHe>k@pQVQ=V z$pk@3237UTUp)}%H|nAlum23*U?;Z)Y{u*^8J3c>2A?+s!Q#q$k-u&$_=f|N2}IZZ zgdhBLE5F{!*Qom`_rSx9xKX9xuMQS@V8grC*u(1nipYCK+u9|wg5d@K^f{yFZN?m; z=lz-w^cCthVEc0~RZPkJ`Bmy+yGqbBt5uGm1$zhpU5^OL7ajpbqstjN0gzsqh64#kx^EEFN*O|O?iLHd*R zu04AwR?Xw3UvE_E=hR|PM4rkTlZceF@Lq|Y0`3+$rG)sdzS;ibPBHXrJq-;F$D23r zobuMO`YXzdKYKe$WSpP)QaC8TSq*O#!!#X3JP~D1EW#%3q1+!~v#K3eEudb=g#GZ6O zAI^*xF-`|8$AIN>xxZiUnP87`awsZ>A3vODSPi||w_dwSTHNe24e&L8T_&XTH#Rml zE%LgYpyUe+y>o5NIygj5IgSsp`ocY0b=|>O(e$@!Gc-nxT)zMBzuqFGFNWu7lET4% z7kgd}xf@^E`C^jq?~mBMdb@7@!14JgE;1`6C8evq{po{{5PJtV2?W~Cw^>&}KwwnS zgTDHxWU7Ax$Ga5#SAF#M{??rSDm${}rAB|~$^1Tf{>t><8_+>N7}#T+N#;_GE^{4B z!7x__I}&7aI|1cgNiiYr9UR9?ywntHm0~^D_wL=hWiZ(7YUNc=Q9b&6?f%RcQ5sY6 zI<4WuSpl5{!u6rKM8~OT^^QIVk87!ONm(GNRYc?KE&di|E{^>n+8m;n>|2s911k|d z&k4M?kY38wL^-T^54N~`qPy2T+S2cqXQ7^no4?D#$VJE62iu!44ILfVD;N~B&eGm| zQF|ejqIV8YYoAHk=Qq~%GLDw*nn{sNQeUBz%6uNJu}x`xzLuY<;a`=78h&nFw)9}{ zgyTe+S!biO@pI}U40)L0K2S6kIp)34y1wGv87`MEObeW=@y&SSED|v%)?gg&TvGJ+ zo8K$=22O1eZhfEko^UkvF8T#uaSM3;H#K+OK=^B_>`VSTa-I#^EGY$|Z-pZ(c#G}) zv0Gy~*F|tLcUo0^Gl1EW;>yZO21H8sZYE!nE3lHw*IhYrff&xsFRan5hF!4p_8XcJ zh;%u})xl~!bBTnFr z#hcWuoR|O(uhlSaxi38aowB@N(T;LGju*@E=O)AF;h*Dt$QW9SSLZ-6X?Czm0`KIe zmupOXLdLR&b3|;9^7N`OS8c{br)+Q$8C^X_>pwrt|7$@>=f8C>aM4v`QBlz+T(_1Q zh{f2Y=}AAhM|!!lP=CzGVbwCtq|RW^{C5US#v>ij~-o@SXHp=(sY0q?XY3dkWBPz zeg>mG67d8>DNSrTR^i+;q|b+3$iPocwiinw1b8CuP{CM49WeDMGHp)C`RuQg*K_m5 zbdU>SED@{0Fnu{Ys-`+$@G@YDYD&zB4fvDStfGr!1nxw{*GU@qwWidhc~}3nSR9mt zcX%Q(Gxlk`k#8v&n%r~LD1$S)u-KPHvSO`;Jr1sbn8x^r04nwJHZTvf@!X}? zoBJ%Pd}9T|<8!Vn7|oV)znDIxN4HQ&l(kz*acd>SZQ?F=qz0B{-N39#bdOC`YsMW5 zhKXkLH1QD4MbGn$b!f*X8_4Z5)D|}mhVg`{xL~h7N|kQJSU(^Ge|{sTsBlbh#8{S+ zl2Vf=oH{FFg=I|EIyf^<^&75R z-p|z-YvElA*y1E%8s1vs^I+Jgwf)G|&UE;WSWcbQiK5mm)6gvLp?GNT*7G$q#fbCz z2F`{snast}HRXn$rN3B3fZsx<^*ksl?iM9vQ>u3%JY(Earfa&PnlpGDl!LNFDVdXh zFZ^uNfVH-F8p0HG-j(K?q-pY*3%v>#;}i{<%CuPtgWui~Pj7DNYxNmL^Iv8ypjg)} zuDNU(jCl}RsTIK|Y`0_?)5BTp)+%Qv_iJN$S)LzoWfn_2KUJq+QR%)lZ{biAzZUoP zdDCPyqVsH!lF5`9<+TN(ezC*`7jls`%xf&Rc|32*0YBQN*I;;6K`S^K}-2tbtl~q)Za~@+>p@*sw%a!d{>JtU)pS^b{y|XqMAr1OI&pN3b@z$rv z!^y8)8F}$wgOMPmEBQtQpF$Ojw0P1hzcJLgMI3D&G+aZAT67(nse6QRS7V@BkLEXU zYl~~Wp^+!FFBg~>zO4TLW_HZ#=Db7oxzFDSol5>K^n8_J$ln#Os^R;WGVB`fMDA1+ zNX&aPA9zH;zW;JP9YD{Oa`^m9e^*w zd!5#___&=#uD{mYkT;(eV^{N{;MW32ygWf6vdd zU7+d?xNm8~y!wCPp;JG7y|B<()9Iq>QJ!mCv-5S*9-IT755A)+W^Skawtf3`@5ZzM z7rEBwckL@JDOmzKE_#v)1Tk(-M*D0 zEMFt-sh-~V{@&V@)k5Af`M0;(uGKqtzwGwfrw?m?e_ML=Xx-k)Q$d%<@&qR9-vYMy zrd{O|RV=!eJzHN)<1DDx8zmWyJ4e|NqV@esl3A?S#i++^| zvYhu@-hDk{mgTzjzr?-mj&HQB{swGZq%Kvyu=bmPoX)g$eGAHxD$_0(zXaaN;oIF^ z=hh+n{pDNRFt)qFk#1E>R;-7m7Y>v44XV>-f4?aOT7slE&EfW{*VlgK9y)sIx*kx# zh=otyazBrE)Q+Kz}xKabo0TW;i2`)cL#eOc*Gpv#;5DdFP{9!p~v*wrQY8z8Hg_1mbL?vkJjzl zxc=RZP1V=WC6&&YyH#iXo9`~kPxpelR@odgR^FC6e^Ud|!S&G+Soo~f>5`|u-TBTL zuF}R0#ixMRaJZ$PuDe(&&K0>jJJ~1xN;~)6^!LwC8-{`P-qHrQ`_^kKOmoGR@gwGQ1uq`@0bLY`FF_7}SJ159pjT?=`vks^O81U}U5Khr5*RZEJzy1urNu7zz1Fj|h(tm>i?#Wr62`MQ{X0|2kASqAb`r$W$bD0$|_00mUK33tsWPr%L&IuJ2 zD@@t4rXcB<6Mmq)>GLKFVDG$fnK;lXf0fM~U`}aF6MFI5e&V?~mY02;jl^KWK+~6L z2;66Vgu4f?XJBD*;eqmnS|mODdK%s{#k-v~1zMlM2Moeu8~4SqC0PO)ij9p2|CJQI zNa60i5dillhd{@BhL5ohpw?I8HIW&2XB{@nLKxbsd*OPyO)s#i`Rwd#pWNKsURw!J zGKK|tLQrEwktJxHLtV9~2`H)yOhdVy$8#pY!{Drj!2T>w7KEVQE&w`CCz`-Aru=cOu!5?^-gBS|l2j+iD zFI-9BOqVKPa`{@7-3xO%+z%*>NMMPpqlc8%5y=uBlnMdsfx{Sa`D+ObCVK-1laDSn z0!Al_dr|CTc?B9we!bQduOeVRF!!H*6om8e21t;71&$`Y{(4Oce?V*k#(89n7JMiSTfjRkhyyx) z@4YAjGZoW-GZo$5srbY6iZ-z5x*na4KOjyB3A{=hOFFji6Av01Z?zP z0)zlcPaq%&5klZD_c{BV{oO0a@5lXlct}{RHOrcFjyc9V+I+6BtHE-V^C%S+6^rI= zbpt9YMhF!ZEs==EP^UPepYp!95IcKu(QN1W~w_k94PvFY<(!%_3N%cf1os`K}O=BHH z=4RL6VcwFAuS$YzFN}&kkAuo$tze((gyD-}WNe;=jMhs$W8wP-d)nsfRR~Yt4vmkL zv!XX2UXWe%x#=@H-{sJ!C3y3p#$?+@y6&F(xt_YE#z}tl7x?}x z;^(S(;hv5@pPHwSJ)gALRk5oVl#cT8@hSM&Imj8P-}+~D;6KF+PJVt~av+euzrUEj zgqWv~Bj}o}tSsoNI7nPv6euC;8|dL@8zAc8%m0r?{%S|v-uHozvzMQDtw+(h7f8_BzV<$9p6)=WeoFsdn}1gR z`@?@$Q~>=P``_l`9~1rOU0|k_jw*ouwQ5R72L?bMR8%Tdn(C@X0n{rv#>~?xP0{zx%bRop3tAFd(E{Z)Dn44$ zTB~0niPlXM#I`|BJ=-hh$uZ^O3_dcRQ*N{f@5)!5hYznLDxAx!ATr)^u*Ji}1IDtB zP?)M$q-L3eb$B??AXw^A(X%h=8p8K&RU(?jH|)VCY}lN=uf_&wuTqxvTSKak5CfO) z3c_f1yS!#U$I$uCmTB4ldWgWVpP%Tb*4iDM@vySW=5Eb+1}*XJVp?*VJR@6qWWj@D zzsAG(AY8?obJE@NZA1*K_mcO=uAFfgHmZ`~}|s`09N~R}3tx-JwKYm4@@WMG6Z1$fekv zt_(Djt(_Gsd;R1v%UN4xB8}X9HJP5>vXQ}eE6qw*S9kq965a|9X{vVSx?DTso7glv@=~{Pg~st)SyIr6XT{-4Ic68>Q;O~jmT>9WtHrU}>iD32n(;-e(G{)sHM0b=PW-YU*l!y3#-gVJp-@nea_A zfw{9X($Y-bFS0NYtW~N!RBMmOo;++8`Hs`<$_C&Nobh)ay7cEp)VO0ur6oP56wFXT zkgr@iD$E=gYYVp*xPeV$TR0){!uMi%!}A_cS*@1zyslKl)Q<|=bIzziE$;KQ5u#Ue z`&_$pB$}-30xaD4PB=yYdl`A$!>d;AM!g_4*feMK4J6_4i73&sdCCoq|G=u;RCfOw zFDuC`p!>{C??()NQf~>Y#9Q9xwb3)!Xrh%R7&@ZNJGZJ%HN6}S0$&+Q~NyZVT~j$yHGEu1tJ>>2%CgBCIIR9%3g zpdc?V4>Kk>?ygSMGFucgKuHs>@bFpR#ojaAtz7VeuJfNIoV}#sZ&w222Mw+n`j{BO z$?3xL_CbrM9YA6thB0v0>I~!AE4r$=4m3CMVa#Ns56KhTC?4Xm8Qpbj4s)p_ zV};Mw*fd?3;vIHAe=Ys{(-J|7Dn67c?0`a&260$FBIlEzXQ#d?C=i&t1kQrWTFMa{ zX4S3V403rko!>p0Qq#Ldz&w>Ry1bUCEtXLApsh1bdH>$>y(WoRrCldv>U#nl?NP4l zfHek3!@lMA=>c7V3L+P zR?gg1nZ2+5*)&}#XaC4@N`BUTGi5Ty_bbP6%p!lr-9({UW_fyJGvV6qu=Gwfgld}z zbZhc!_lSe=!V9TeBC)rogv(MsT*9@hpVP@ziSq!vt#Zy}Nd}tV5nXlyhlIYZ)z~hBtu*;q^+h|KLT87h#8F$ydF4a`&1JZw3T>jSn=yK z{*^66u16kLX}KWD4p{4rRz_aBp&TMfpsJkUFARxZD~I^%RX6Sb0{m zW~HYdZt8Hz`V`5gc<%#iUM1;>)V&rrczNvGKHE&P2(#AH*1#0|K zxJJ0^wb1)X1(bo<+Z9QZzV5jg-W8qE5u}n+@I+`H4f30nxW005%*ClUIh10TGE`&v zk?Gy{2J`$r(Jx-CE=^W+ALAMmmEwnLztFxY(M8uDk`GLF(<5%Xkk#q?&FTlI>jtu$ z43UD>ep?J?)pA##O$H(vs=a*^uG~9`vw7!)Wfn_w-dD-pgl-jTcQI7Et=@WFZBtue zjvg0*4yY>5eaKmCpR^}5HTjK?y)jmk4ZzfG43~6Nw@yYoi9*)~EhnVPg*;zob0n6P z&7RjQyI>gEz$T;z&oi3)u)8-3GRGefpFezbP{Mp#Q2f%8CuqW*6xl<67Z+Nyh^fg$ zEV15U$;Pvqr`7QGcF$j&#nqOE3@ADKps6OW^=LmfETM93C>65om!5R8WN(M$2jH5w zaThD)jWUP{Mi5h2q z!f0g@0z&w_1s|f3`*i%*5~UzBoH-ZKQp#{wYI)`q``m~EPS0e6F_G=eunwuOgdf+{ zow%Da+CMVme#=2rb~n>XoJbB7cl|2faW!JHNEEMy4#9Q^!S$|v@TVb>I3XKw2K zIsJBzv0UBdcOHdJW#X|*^{D6a$?a;qd*?Hlb!HkBxF?a7d-gOacnGiD)uqmnIaH`s ztfhjVP)B!(ePk+fPBMk!?=0eZ@T2%nrm1v8nKNp_pf6dw%Z|Yxvq8U?U+Xl*r#B&4 z%9dJDHfyU_@l^#<1l~3+?enaCgb@4Vl?yf4-&;)O^-2qD`V(*eNa%8vosi7^>ysfH z@{KBf3gi;PB!f`ahK$jmjh&Z@%=K^rO(V?BOYsZ-xEOm=*wUM)ozBHsf}AD8DhvM8 zA?)j{&vmopI&@@k0+kl^b*i(<2YZIF=3N(0qw?5T#htmNn+LmE8bV?FJBu4Lk*o|d zv#S8&(YFd-mBMDjs@A(D`r5Ic=v8j?MyH56LdmQ3KEro4#`njLZQjgzD&;!bo_u+M-QigQ#n2PgOV50E?3COK(qlH=6IY8jYn!B5-%ph=Y_BqrK7JFaGH-~$!L{YB2=1F-$KV8O#4n_2vd^g+E zdlA~~r;i!>MLQsyFK#}~Vt7A!X>2CipTg9uH`lx^WT}FwE!Q>Iwf?5N`{DX^XFl=k zTYw;TXw0pY=V^lP$ceraRCN6M@i`P5a>Te^{wxutm!kxITsBqjKNYBf@Lv;SJm(ee z^mYrFzbbxx-q0VmTq=~gBt5s>YHM`pM$W;WMz8GRxpD6{?)jB>eW{AM#Vk zq_jv@rF+1V$?SZM2HlV@=YIehu3<1HVLg=_m-3?338STPPg%Ge`Y?PeKfcYndzosq zh?!M?)Mc-9-5??eFlndqK)Ko~-N1?=IrJ{R9Qv_RSFKXjhNWHFeZnZ}IJXOJ4d<27 z0#{kyfSCxN&m4~J4c@bMB%FUeW_ka9>LzEO#MShs_-nv?FOpv9<44wj^ z2KNlPZZkqa$QALPI#n>TmHpTH)ol@KmLi0T^ZFClX5}%?hfPIf54*Rcv%9%D5qPK< zcE4JRTlO5@_glJUbm(Vz&a~^x)=!FgrFx7Z&O0;IP6L@4CF0|S_No)%yO5efj#8xC z0E0ZAKRi;tLj#o7BZmllFy1~k6AsJHF*er|22pY7`xbJ8lWOENHRkGEO-zIQ-GtG- z=4Y#4aGT2{M+ViV?C!``Lmxyu+#@JR7;gy6*60O0n<(pLQ}W!XMwTOyTB|EpB<#J+ zDrO5JvI^VpNN_8hc^i9nX%elyDN}w-Hb|iLXb*e7m+^A#l>t?6grER^T)b^6;#ja-g+ElQ-RMLd3!_2GK zojdu~3loU%d*#OomuDAY@mW|YY43z%JNBOq%-)r%FhD%*9cC*o`tF;HfWjnn?o^By zh1>y$$jgYh2FGwT?&0p3Eobmd*v>E7b$p}9Yq}13a$6$ZdIST%l{;65`o6LBQt>xy za*1q`cc>H1&Pcgz`YQCH&90Q|H~ia0$TdtzH<5duSRV%I30T8QmGQR`$5lB;J5ufs zjXOu1bXX|wIq!l;za86jq;Z+Kz zxCSpK;Guns z*HhOwEuLY~eRK91M#ZJ%w1RDw(135S=JHzFHo8IHZha;^+pZ&-)!6ml1m0p!w7UPFU|iH(k9xiE%s zc*EDD!OcoZi#cJSFc)i@=ve0Pah%nsJ|qg%OLoOwSI!KprKLtxWWu+=!@ zIuo#%X(&grXe23EkCL|T@m3KW{&VH#oYBpIcMPVtB#dN) zN9lDa{LopPg}Wh!I3jInGp<~66YERq4~L1&ZnzBQ=;uUZ3X~|v%p8sVuDy1OtRYGq zICWtP;s&xaY>Vz3Pm%0RO-sADhL+SkE?bMNAxz$r_PioaSWaKEe%AWH{HZSboU3r@ z8OZf3x%eXvWwXaK@E!eNY*+V9SG$-a6T3+aHgOWvU8T$>oyZ4{(Xfu7it(_)mv6Hi zM-i(dZ%SVUlw=9t!}v&L2)@m@oYC#q%bku%0|{OEZt7TH?`b7%{QVeP{8ll9i+Qyj z9F`3eCHKBkF7#M+lYQ$iFZ+=$VEPY5ZJ%zY2O-V}`;L!3M4P%ND9-OPeIW{ zS#3<`3{T~J0SejvfLAA;h5lwF#>5xhXYS z2M2CpImEl@ipfw9v9*}22aHLjrm4%MnkORje7=fbdb_SgGC@v5N(!jK+#P#gF+&CR z9~3z57gZ8*-j#de@2H;jJ#rIKk84OtsC zj+OT*34Gr4tyg2?vjy+X;4;%*Kp?@#L_XiTLPKPlAtL(YiV-iOkzF&VwK8N*5^`T_ECHZd7@MF*ir~@@$-P z-4GAKuLqDD3~|cj6$$vm5*C*A{U5V&Q*XldW_btmZZdOahV0Czx%Went93~L9O)Iw z56jHWf9lydf0j$-r%K>{bthi!c$K}Mq}O`;Qf6i~+GoQe=uCCQA)465nIc(ez71rW z-UMuwrz&~7oZ8AAWRxLhO+FJB?vV#C4yBCIzJ5+Lw8YEIeyHv)8Hgbqox`#^cE&&O zf159>-NR&pJXxL4`R-BFm9xd&n6Ov&w}w;OFGnJb%BnEiI&Le01sqxB5zVY!8V~VH zV;v4PFa~dI#!O}GQBleK8!~QU)%=bbBXD=xOin%)T^+*w__klNv+*+Wa`Z~cOpZ>A zPxFxr^=_|ty*im4=3ud$qbJdvSF@0QSq~Mx-*ijodsy!Um8}NL44I}Wkskmis`C6G zsTk?4zI#od=@in&_FZ!g4VBrRft!3H_vC_KUy;s#Ep;iwk(e*#qMvH*$Pu{M{gco4U5bL#{F(VAtRtT-)q!CZrm{g3k7i#r6?sr|Sk2Fg1f0%lIT z#fFmQd12gOT-a#ClG7qc@XFOz(pGhJV_fUyK@^J^mor+UzIV!&yV4@*^j3~wLjp{0 z!}tL4VHH#GEj`m>qPMB%E zm5hycU))8(q@&j|XI#ZP?ul@GN}+W$*QG70CD?U+tcormdx+Y%L~wW8RNN@FkGhze z+VlRLe%9z2*Un3#r(`CsjruZomrP)~okoVbhuh@NR4KcA($vYFB5kMz2aR*KkF-=| z7q<>`cN?|tIM^-a2;OV#c=>GA_7-yV8kuuuWH~)DiGg3L;kEm%UXxlVQH$-Ezh<$L zhmnj|x-)kK!QjK5rGz;2HMZ7}4L)sjNtDaDLZ<2SONP;cs*^0C9+H@u#D(QrXBPvw zn^(pGLJIwagQMKggly<2fhV&KZ4hCMwCovU)~Q;s1OJ-ScsZX8N`wVV?i#e~0ws3%T3O+oBn48Bqg^3EGI zPP(N=w{om??lMAZ-;&>ap?U0K9am^DNR_mG&5Rn1g4XtjSMJBNuwQ{hz(wunZ$%Mn zF;+*`9>v~c(UrqX{YXpCFfh}YMy$?kPBv#G${NX5%8wSbc5JU=u}Y1(Zy98y;>$?- znA#C3FL{6B6+~}kQEMb4);Zb}O@YcQzN;&51ygK`@`E8kv-koCVN_F9HDaZ@OKfV{ zWefpv<J(wB#W|r1(0(f8JZ+k!WK5dO zGbh|p5x!Jn!QPk?B91UF|R;cv*_ycuP44TzAS)doJQ&_9 zJ#+m-1qYXK&wjZZY7#6jos?4q`u1W;4jDugLifBI5(;L_o9w6ZNkTMI7jF8#v)jS9 z%%7z_`gq)|(c|3}GgPbY*14i*X(8W<+;&ecAB5%f)~K$qk?`kE+~$#>faF8o!M4iz z{ctry##xI}Gg$q66w*`Zfy3TK>sV_W0&@46Rr4u_T~~>`>mNQ^1FE79em?3L%oO5D zD_nVBBeHRXWyxh^cW=UC?SK((U3B09RMIkg&a%+*kT&T&a#B>;`ZMm;*{|t^Tt~+!n9T3doD>X^uNfXkWUN_T&Vjj?ennYC2yf{d;;h zimD0yQBzn^0H?xeT3s=JfiI;({cW4r?NY<;y`Uet0?NZmV=Ks_!{ZZFinfW*MxatJ`twaywII`t@9u)AIa1 z!=3W!QjQQElQh5GIozGA8!c1rJw~6j3v_1XeALma?lW5$<+P3;vLfB)bqnU*M-163 z>LS#+_lkz7!{kdhf)M6#29*OzLt575kE>g!iUOkQ8SHO)X)N@uq z_`M<6n9n25uOX-5%u7+sco*D&piJRLdjkLJZ5)5>^&9*9Bs7+)l;PS>)yHDQI*ei; z*%Pz^K)L!r&L2(tyM)#4{5T~SG8EA1$3nP8%L%i)Nv>V&FLjXS&L2MJRwVj)-UYS7lT9GSPt)S!f((RQ` zhUWnz$hS@;i+_xVKuy;o_pgb?@x4 z;dU4(1#nBf@1AeYT#|NWhbKYIB66lRe2dV5+~YfYriSzHBZJ1ieF)mOd>6Y~>@c^Y zBwt%c=ysX1V^g5GL(O>EGfG1sLCf=k`W9}fCBp@-({=79m^)9JMu|^%H}L)vb8`{k zJ2v%|=WMLfM_-pFJ`Ix|FE3tcQpu@S$Wj`2H*N}(4Sge7W@vGI+&x&{z9#lXh<~@6 z8NwlHZen22en`wT)3)vr-W!QH>;54~)~Df!jcfeyNBwzU33nea6;s0QTz#XDQ_kvq z=Z9eP=t2j?{NCgXm2w!jg8LUOwsm(q+S#DkqV~nc?BonoEr3eRpOq-V~QP0BSeSo z&U>|e9pPp9`UGK>m3Oarhb3jwX;QyUGI#0Gi`F)&lE%=Gt$p!NBO`z!F~A37zJYj1 zf<wF(s7wn<~b1XQ~&Ym7wGH(U(G|@)GCrR9(0uqCbMTO zA*(LyCbWn*cwKemuB^}csmCzTNFXV!m$zr9wJO}Hx3ugf*CadPbpIQC&!vtuLZvE@S{%#Id>#_%sK8MAndN;-of-R<*R8Fyxeaqmu~xHKXJZQv2hx91<} zRT2Z`v}A-t_`gam%-fAiMN2JN8JBgSMskUjGL|kG4O=jcGAR~cBum)XP@4ix=5X`vt0!x!yV4w(X^X2UKuHyZWcHygnmg@i|Co{$vTP zMO4PpK`&%BE8!X=WHZ`S6L83`?9f5VgBh>GwWtBfZzFSkeqmu^prCbUWPJLqZ6uht zPHxfX5NE|t5ccf^U>#wA*4GYK+iM4FMzfn*`PLvX>4r5~!(uCTMcb9H9?2MhFV?=W z^Q}9w;jSUo6Tf>UCUwHZX#t>ga{bo%b%+G9$E1 zH2KrGH^5!)omm$y)*ijV6L-;&_JJHeVE|E8au=$7bZHY$gP34_gs|A~C{V?6Hn1GW zqPo)XOMD_1@_yyg0q+n*Y& zW=dPn`4~XzopmK8w_PwWQ6My`^{E<>{q*Uva4&Cf@Ag@{3x~O)`QoooQ}!&B8HJ4X zas_gp9x3lL6YQBzQ$Uh|S64Du1wI%%W2ee$p{pSs84vHc@` zXibYW6-r*AgQQn%Mdy?U0e>B(!xa(rBw9UZXhvOM=H6q)9zFY&F7EBx_P)D(JC zoRlA1KX;k>VXdj~IZ#tFGr~Q(-7fn-V(9gIVR4G4^g?dmgNAU}c0vN8)Tel`fLHF! z6Wyu`ekerF{?uW+mWswAGF|a7`Xl#o3(PW)sUrum8z%5g9U`f(;p7-kgWc=!p_oID;>wC9yfF4u~fz zsGXGjKnLM!PhWAM^RGu)WLBFNv`+3m(Y}ZdfEa}clyIG4dvfZ0E}Ck~*udaEEfP`W zarbUQa%$>ClX{J2)*;Lqpzg@wdy=zRY8uwCFH%23l={gm z9b&8an=W}mKt*4M=`r}%4wk>I4POc!6TWB=mkT<4BLCU0O1z4Rht+EC73iVc<=-!B zaFdVF6%=UDwP)(G&$bCGO$`(Q_&rL&G!9Wv=(e2elM>6AA_AXs?W-kBJ@A;eM!QZn z1yg+6x~ADCLg}sNwkyl0k;9u_ig5dx5p*8feoC-S&_84w`r*!VVsp^yYc>%g zdO6O08Y<}*ENF^cOsoW@@0+-wE23J+dgRh&YwyTe(jNWvL2gLM+wP>ZKOQy|*Hu)6 z#_aBhD1S6>`QxUIT=J`&H2X8y zHI21hw&`Y)Q>q$cz4bTlTzX;UgQ=Z)uK5uoJLJpiA(5S6`mU~l(3!P1t$l{>{rwtc zkbv=m5V5rTs?rm^f7ul9lZ$l;um69lBlo#=3*H^NZ9k<0PT>CV4 zEz$B)rK=gCX1thydGK^Xi_XD3Jw==X^N9 za?`@IX5MnzN%=j+pVZo9Arxsc5)v~$J?xzEEoaFUbKv{l9vRGz$64!?%(e!mbdn`3 zBZ;`oil_OSRmq#i)}!HFOrbI?WF&hj?}*r<^0ko(8Oo6#p)pi5=$A~Ngo6=mI86`q zp5m8PBorsVnsyL=mG9bQm~sv__B*WmyrICsiD}+e$m2?x5}TCyPV&k1y^HTC8~Y~3 zA()%e!jEiyJpk!977-MajM-6yrm5RN19Veb(UqH{m#~`8^JcybugB zH&kGC*BO0>FA=@gc2JY063U1phx^O8q}Z87X^_zN}o^V&f6)Qk-8=JzSDJViDi{W=vIsMi#P zV)1PO_LNTQf!C*-kEdVMHJSEeb18547edE!*uRXU_(OF;67O%d=cp0)$y03Op^^tf zE@$kNtLt!vik(r$23CB`~J-e$^q`g)4I+qE!EGZJ)O?khUv{BhIHvg(I{)WHWo zNs+ONqV&>>LZqq14iq@Sl?$<~UlQ60q-Iu2BoW7GRp=Tx?$p&-rl$0?#(J4utp+xb z8r?bV&zn~%GvRZs)^oS2cCUE@*5z*W&8nj-=gS@rS=tqL-C*P=ISl~AFf0ri;w1<3 z(}W+0UpQU9vaCD+u3uA}Su}q9f-<6h$)u4o^M3zDCmc%-H018Fw=-&8KE{5 zWhQi&%WDp`M0AWTaqC8K`Z`$s{bq%=s2|4>Bx*8|Nnd?gu19-MzJ>)+(@Uw!^tlHOlIo`(f?H@?x{eyfDr_)Wc(yLk?5x&L z+wDDmZeU<=3R5=~wkG;oF*x?vl>co@g3c{_Q)|c*%$);8(t4etZDg*8@Fe~2U%T*- zk*UzoL)S2R`w(m;wWyN{NjXkQ%zp}^rxJ=FzTE$!v23lhwLxK3NH#cj2c2n9AKCji z;Qy<(ed9>vb?IV><~bWD}&MVy9Ah~Wu(R39un>#_gqN#x54|!x(&(_ zuR+-&9mEh1?dSN-W;%yumx)a?2069F&@D-9^V?{<-x{xqNE@BaqS!P zUG|?|oEby~%W&*`3AP=HQl=CfLoU&nHTtCN{rI3K?lohz5p(32j9b4-QQxb}V1!?) zp`PrxeAw7q=7JD1R2;g}XJsWW15lS%Ah`#VG;U|)esVbG#q%3~z1txI#Vwd7Nl34X zeFSL=lAWJRD$vQ0-iWjCNXm~>RNY=u*5BWCE$vXgHuE0T`2DEtkN6Mv_07SZ#W}In z{GNo7axVQ_{*qq7V{e|ee_xico2IZP5A`Wvhbej)VL%W@XEX?P<;jyLK2wd3!HdND z>E?~aoOe1W0t(a8Dp*(+tU^Z4K*3-ZVv)gxk_;{X$V0r8|9bm)^#~xUWPH>FW_}R} zoXWu|^}igZOcUS}rlFzP--$SpTn(`k6|Z?iB?o!riDM6FI+uF;)sEK%t~HaI{Z|Up ztZT8f4Byid6HjsMd=naM^c8X*E=gDdA`Ixz8+a!8Lvfi~2kZG5%YW`9evvbBs=WVW zWBx+m^XjxA08-|5Z* znl^3R{_&`7yl3&fQ7IoZFC}sX;p!QD@9GhUW*s(L~Mx zaX4x}N>RzC#VRo+<>KsTiVJD6`?YJa#i%&v?QC)TGN&1T?ZW(6*-&jM?kaGRb!__w z)!%H`I_?M{wQWqwEhiLzWM^YjZ}kb-XL)`bjA*t}Qy^HwHa|k1G7~FFN`a z^8)T+Q(K-3ofA4hP;z|wBN*Ge&EDCqH>=H+!_igjrTGqV^7{f@eyH6t5xegs>n{4m z91+D};<<1jOX(!MS>Wf!uCPLxZ!71zty+poZZBH@bo1vex^iB3QZ{R{d%l#8^q=xZ z&Mhpoe@e3yd+<57wrwk#A&D7qvT-6o&EH?7<*Wc3L(EK4Zz^aL!ZoZ5B_~Wg*qy&E z_YYuxID)g`I`L!XLtMcpsC#+SDX?DMgGFw4n>y#D&*Gu))w$fZa!L$O!!7D{Uqox$ zwLYTXSM&L*S*!&I2X!{>*zbs#RK#1M$XY;TOQG|SAoROO%Mk}585zvOO8a8F(S&9T z;YO93I=Cz0f4y00XgDiaj*lTc?1ww!0lII*X|16t`x=D`EJS=)j<|$GpO$_2jPk~MWF4_MXCMCf zD1%VJm#ZmL{s)obLEl+7P=ST!Wg}IFq(LLXY096nx8%y(`}5VEujdYzYViUQw_-Ro zNkrUS8*iAnAqev@eeNd*N~q$z4Swg~o(Q{7aEr<%js{LINzpJByaCh)$);sX@xuYa zEk0WM-)tU$-9!xk#O(-DRQB&d_RHaUj>GBVFPLFq77mzbANntG9sX|r5Elg~U=%fB zbU^m&FL>SG?nM}#1zxh#|7r8@UQ%U(8BiI>8dOxj8~SbgpSH*UzUF_D-2a`;|I+4v z*hl}}LjRu`(yP@Yi+`O3@L%S12zdI7Vf~jm{g*lYmpT1n1^~1)wh)PMpQuUAX$y6< z1}P{vnUlVLMq3j`y!#{6%8c7m6_$b2%jC6Yilx%d4@GATY&CV|sQd4%yecng%&w)z zA$~lFqgcp6$EH%lC|fe~l6(AE7+`idycm%;euw%q9+wHO2I7R512o^|$ zZ|;>pScx|c{X)MOU|-_~*kaUDvFU(Px~&!XW16I$qlDD@5XB-OBBE_x=XRb21Y`0y@Z6^?~%t!^R(pB8t@9ugeW-G?F+aOF*1d*-`|(o#o)S(cbCq^qmc5Jw zXJAL-MZh$5{jwO$%gXs&mhI+3PoXs$SMdC`OK|tA9Q%#r(pKZDxZi2zC+QN;4s&14 z4O5X3Yg(TSr|8Qo2Kl8G=L8vXN|oJft7~W&V}SO_lJc~Q&xMYi_aRiuXj)mhuZ?~E zq}{YS6BD$B?|60+beoaQ1_!?i-16DlQ)5*eYxW}p@ysczkqr1E9djbmQ@I`s7;%zlS>-GNo5lI@2XUd& zYjxPQL{sY!oJZKkw_pQwsNzrSY|~~h*{9W9J5@soqL_Kmua;uZJyuhp>#(D&X*vqq&+6>EELHV)msk1TN9s{p|PNxv)A8R zT;mbn7I?0kXhe3?Pyt$w&!WDVpSC;20ES066hn_@8`Bt^SvoL`%HJ2%&MeHY5N zY@$Dx@a&{#J9-~dUtwN5Ard1NQ@l-hnEHfzc|i!*plRn2Z7 z@6!f}3kI<1CVbHH)B{u5&5BL?-podyshtl^MC2-7=G zdO@$pvC7T#?pjzY4OfFDIuvDkBN7=xCJK6@cFMRL3EWq?2DViJo1{&N_K;(D^4)x; zdJs6@q#k$s-j+|BLvQB1Zs`VP&ak(ddLqp_P-maq?Q6BO(31hoksS0b7D!G4{2%YI zoJ>&adFbjy=U`!1XXmTX2FZYR6?q!-$Yw_FhmTP*#6Q;l0-}fUl@n%sUsQ1~U)}+Z zqd0hn>MxCnQ{28Z{(#gBJ$ToLJ|-Ko-v8!|;XXrL4Ww1QQl*$>bgsx})ScTI=`*i| zJC?yI?e@nBx==#T$&DRH-f>LhVk&*+)*P;j%u$zjf>H9-q$deAKhTz)JX2Z-nIl?w z#=LdBSj~DKVQfG8_y`+Hd^*hZ>|@NagWZp=qZPIGen(fND=o0@S6{11{~5{X~Wh1FH$Yl3qjV>cJIfupEayOKF9)G*=VK%VLMTTy3$h|jGccCm^- z&Zk=!U$HsoWzgRXLciSf@e}^S$P+MzC3!w1g?xHu92R;73!HjT_4@b@^UnO@8cOOB zd1cgMDv%TcPgf_kx|T$7)#F0b&V~Ls4^4ij8y5n=v?fj<^OQMoxzH39f@>g6G0vA3 zXD7JAnl1fe?z61mFHJw?X=c4ho?hWG zeW2tsSG*CI;rZ6AvgeXH3!Tf1;n08vukG|!SB2TT)omk*Q)7iZI3#_t=Wxjz`8gD! zrX4}7gncN75IAcQ`yM)m=+Kb42=ZDgmq&xy96LJlzG$*smVV8_~BYax}SXHtF-Hck)J@V$HDpsJ?dHl6FxD~ z02{~Ui7?)WwBevZu34dGkw`gC3(Pga-&z3eA`0%HE5QBBX$O10v8y`H&ZSG=o4zD6 z2;hK>Ud4^zwdV7|ThnU2*D0rEH(wf}hHizJNOP~(3-Xmm80v6d9o~p!U`b{MDd_FX z?;U|Rh0T(tMQC2cDeQ$$J{;PDp7!p`mhaf?QxtW~3QRYB2sqWIwqdAXP2gC$`Za04 znDH-q%3^XMn?nl}oWE5XdfF?-GK?}Jjvr!es&$s)+wGB=9v`~D`~kaW^m1jSG~?;9 zalP$HUw=4gsHn#aoDjUWleYBC;Xrb9s+H62ocMRX;5uDUCBK)R;;P%g0J0UxZ^qz8H){(ORaA?^-2qV`eq9A5?1g5b4Bgtp^;s?9;kDpfq ztnL{~{#${Bo0kb~3Aa4-s_IP3Ohs%($lkYNH*Pttt=Ep$@ywv>7^3TrP)>lreF{4Z z@{ZEpy1VlbB88(RblW;Ko4|GH)Bz zP;f7GuXcE}m;;Q2R>8w>I4llm%)dJ~V>)pIauPjQ*68L485ZN5T^rD0oKoX_v8SnoeZ} zqa+`}pmm|gV+d9s++8Kq_5Mk8Q_CBk;ggO0%KJuuX5ndNh70)drOhpOgq}l6uU=|q z`4$DwWSCZyt#({i3pm1r6t1-Nt*3|=gx*NU5P?I9?2BEYi`$d-j`hnZka^A6%WOq; zo{*J}@M>5Kfc)pvT@QFp9E&YvHSY@{9bgGb<@KIu+{%Ioyh+UWPX9>G4IM@BJ^dxn zS9db5>CU^mmX@|qOcrT}b=;j>vl7H2Nt*aX_dbVLZ2BP?HTiJUJr8p()1hbAQ1^P( z{nLKy-iODD|I-u6r=M%mri<%}GG|yQ9=0+uNj-M1-+BRb@6u4Q=^cr4Wl4xzL=WUv z>O`$;*V2Hp$9`@=A>h5UX0+0Qxv#s?Y4 zKHJXWa<+gUl*5%0ZaJW)#vOEK4ubJ$s1ELqujfx>N!QML3fyNpbjH+D1aPKwdSJ>; z`{bNvNUZOoV6lT2&xfmQ(V0}tk&AT!EJ135TPR?QMSW6kkCp#Hiczg+TX%h)AVTFo;c^Z;1K4*zaDNxor!D~`6VYJw`!K*^BOtg>hhFyZqc#6(_jay| z2@RphmIQqm0q(j}e4fTWVrjdXW+N~d%;NDm!D{2$)$)APOWI=^$y`mZ&MbwH|o{9<9XzSd=5zN z@93A7zTMq&E#1u7WLbU$JEJ_qad2*o#i2*<@Uw-k&FRW($?!8#orAS%HtI~d` zm1vObIRC<29e`?ZX+w&%J!dFaP~ymQQk=4bulG&@jmQWa*H`uJ#zMHn-e8@pOG$kJ zT)TIFIYQUlG_H4kv6;2C+?H4QX!G_L$#$D~IVvhLX#Br0uJ$iL`SiH5-lVWYYM=;N z^y$27PU&!3OA0ChXOAQ~D5jvKPM0$QeMRaE_B7V8=xVX?Zf;$Es^PHU#b<3uM~I5< zKqC*^K5>@s8*cM)6T6*l6F*)tBKWyNuRHgxdW+(iNI70%ATvg5!?9SWK~AFay#8h_ z2J-c;7&SKkItA4^1$KMeefjMC;sPM$kUe?wWaXT_4kZ133;a>10>E^a8kuF*CHxby90A8l0(Q00@82`dxJ7IVtK+eY>-LYWkFhCylDDrn0UWBV`!&N@woJJF zkRY2P_UnQ)A=cCYd?&|5o+e3wPW(=g;bvmV6NR86Jok0|_kR2hF=^y@RL%?Sk3@6N6Ju z5l4qDJLh31zcp{!gACi1-v3V-hJol!S5iyAqd8k`Mb68yG8yGi|0{@*U$5(yU&7&C zk9x$@fR2!Cv|^Jb@KZ#SAC)B;kszWgZ+6RR=IoOjzcbA^A3fbgi zd$A$0fWbJK`DRG`cbGo^1t9b&F`xXW+WH`kvM2CKXk4duwOl%bG12_VLpGHm1fQW^ z&Z?3&Mxg}AZf`1x)FnRpnrvNPPh5&vlLyc%U;|@qGka6-Ni>E_vdONpFx5nlbvU2``E~EVRNM@;`b!9qf(Nqkc+|CpIP=>VqD_4|DL+= zE?_FhE;sGB|6?vK8Q^)bHghvV1M?dKUfX?A-cYOx5B&`O)dt-?cyhs~iR-)w5O20P zGdx??^lEy)3qQ_aB(`c()5XKIQs@(>4G-QT?JIsy|5hl+3cS9Aj<8W4^ax%~s6|rH zMEzJ_23vhDPyQE#X++H$8$Q#rd5Kvfr|qL>-XorAV;(^GC&3o=NcZnlBR#c+-D{^57TTTSw2;TQApbC8-$I zsiVw4&`@?Nh7AQmjsZCHh+oV!MN|Q4&qgA*1^`jNM!XOvxkX6vSXCIsqg#z1;@^FJ zbuv72RLE+ebA8(c92m_0Pk#ze=N1d8I?Au}|GwJ4mYO6UUch-#iruuz^<=YjP}kFS zN2clKs5`Y!=VIOhmXI86H8neCMhW;ddgs$kslNgkyUIziQykbu ztu~+Ndm5}(q)S+4Es#6L(E`0;Q;8XaFPJL)#$wpjcd--}QwF*x6R3BN1)t+lG@KtW zFle%)=dJ}YwM4*(U1&&{6!_}>57BfQ-q}i($t3g2ehmu3o>0zmOJp}Ad!T&LD&_P5 zb~GJfn6pHBYJfVdV5#H*(Zw2Pun_n>!wu{DUHEEqlv%{dzYl zx3?bs+jaU_Ea#cC_9cpi%w zdcEdGDiy0E`vrS8$eo8qt*JsgEaSrTfhq^s$BA3+c>`=qY@-ynfY|{?wiuwAwsSLH9+Fy8Xd3Go|_E7ZK9{0&l_I6 zgN!>)EnM`Oq(U%NlJ7*ava(oRmPk42=-8xZE3K^Vz06y^nm&#!J{F(q35~LD*;mCY zy%7BN^}iTSxiLcP5I^ODcXEICidLDvw}qn&fz*huh7I-U&JObF8d zyx@8Bn_rBQei2hWv36`K=B@Pk2+$RHL8%yZ- z)Z=MhjQ|60=IPJJtfG6t_-FA+wv%;maAT>mAJjk&Q<+MFOK$zLoZ&@q5lV6b?S62T^~_aDq!8ZjuVtO(7!E`95F3-WMVULSK2lc)u(cnRZn&t~c%bc`hY{?B9`^6e*srIz=&Ww!ZUOGZ8wRaPq|3)oQR_`d zr0=_in>Ed@+R=cefXnaFYNgMqSw} z2zH9p3bB`G^YMPVb(05V5UUnzQ+C|L?)Q?P#9^!9`lJ6yHu#}$>r8WSP%Mtj@Z@X5 zOU>^>qdyfZ-_I`uMd3I*2jFaV>-2$^7UbTRvqgU7vehQLd%7R3`n~3LP#-}{DJdS?L<2UF)2*>$o4sk<8~!ztM%{W34b?*Rtdx_K zuZ?HB6VXGnndu*UBd*K{hKCDg@2d}6h^Z_li|t>j387p`lALZ6!JY0o%Xk%ZTbgPjy zOS(5{hAk;lHVkC(lV4~BGFM|!(D}RqEn6o3&FwYBBBlsoiXo9JZZnn7dGY5MqR7OO z8sjUs=WP~F$Lo4o?lp}5`wiw=B@Wx|cwcZB5_ULf7aK=8baeuCw z=1^nnGe#yBwQODrpM_e<`;?#|qogpFyyc4Q)VT-<9+&FQc(D;5=bZPe`Lv89_s+sl zje6=~mP*^xX%JStl2jDJJV1P@ z12LOfwePs7Rd^!vGfz9qKdZZ9MgVQGS20sH9oVHOnVJ(?74|NF&DUG6=Il95qcN`5I1|`6v$;1gng~E z{k}RG#eMp;(}_7|pp+vUD+q3388mtN@BJ4p^ot7WS#SPJ5Ir>Iul)yX!GAqSo@020 zKRO!dA=&h!^1(2E*~jX6;}Vmjlx0V$1P4z_i_4&Epb4^?W%uMSO+r!2eLu7j27`{< zNsfrmLGvwV8~xJ0ug%xwbVFSh8_k*=_C|)Hz9=MO4Ev+u(VuJ$;<#L1cVlSQyPf5i z+Z;01An2SbG^onP^O
e-60r!RcWx-}(kE{~$a8z6^rO2W8j`%Sw8vp(FY-*$V_ zZmplynF#n)YDb8AsC_nGlJ z^c73`4ZBmNgXw*hmZ;hLmg2qHvI%lwT+|MNi=H$v{L#b=$t6$$c!6ie={Y7UX=PEN zzR$Jl469V)uT{&q%1W~}-j}kiDsOdQ^)uzh(T`zHbYZ$M2j}xPf(srhA@yhV(03D0 zbSfM4Z}H*W0hI_1Cg6u^@i=@4Tkne=tHf{2%#lf1K909pder#?#A(HRT3f@kHRO4y zE1->2u=Kr5S{OIPa;do^>-%mw8}1Y4-sL?Wdlmu({0IuUz4VvHk-ud}xYriK{5{1l z*SSJrcnYDvJ#?u*R9Z87t`DVxQm0_Zy{Md4Kc^jBw5o4t)rz$_&d55@f%5(F0oD>7 z$$Xmb5o8_~TZ{`b-5APvNPcxT!*Z0bu4?3c_x)Q}iG9@O*1xRjd|e;1ihZNeuK382 z@o<2bMedqi|MWFgqF)30>} zvar~78`Jbylv&Q&`@(Iu1X&Vn8b^2nW8b=EYB5c7wGTaaCWdnQaTO`#-Wc_(@j7pP zDh!x#d|Sy^iuIQC6<^6wkV*IA!rT-1BFOW_AF87`g|kWA`bo%bRw|pv(R9_8E-qx_ zRS6^9}Gmts8X*A%$T*)oAd@7PZq3R9E#G-)tXhj7PK4Be;dA4r#Z!^ z-;N+GNaghQ_Y6W;u)pWRR`d*0NPi!bzvkTIJ%YKZ?zf@I@4^C*pyxwYPbOFzhYI4?1r58hT%h3Kdhv7osv0biD^Yn>rS3AGGo~htjud*DSUr`6S zK%r^P1gq63o5R(w$If=SWKKX6jS-}ocrz6y!w44W9m@+Jjb|#MC90b{lIK8SeJvIA zh(=XCPf|bRm#3O~P*pZ$)ZHqyB>a5symY0n_h>$=p3tS9*A_r~g*g^d-`6Vn>ZBtQ z@T1e_gPWrn{(Pq)9Pe)p>0%hFlPFfL6QR{ag+*YikJ7P>r|*bO35H`;=wf*t9?Q=H zrQy3t2k%I#!otk%&vvyWiQ?GJzJis0ik)aWZZ)APEJiyXjE^p@%oWWp)`J`RoVIwp znFrMirg|_oTi#VA9G~xN1y~ja?1g-JWcnhl6XhlS@RDjJOm)Ixq4 z5~x&kU!|*9IWz3Jq2?F7|2oynPrWf{cMPhvV(8-+UI_;M%Y69r*CQ8!2-M~FxeKJ| zy#I5?X%;%vA2D+Y>o_v(w%QQslLK4}mD=S@siGziG(tg3-gTx*j9g>m`-jpEK?7fD zZTJflEk3H#VH!lm3;(M1>`-?&n9uWZ*qxo($DQmrD*^6r(MY9`iQluGBK~-ny{fpR z0QvFtg}q8AD=|E>*x6Xla3Gy9(nWD}O|_AvQ@l4AH0`)?UVQw1f=Y!%j1~c{F*RA7 z(ivZrZ`pNaRowY2UsRprZuRnYLp_@M+PGzeuc*%*|8%KsWZai37qkzu#tXWQE@_AL zO+R?+U4|3zh9EnY+Y!805?2(qcC>2E5%bO9?!sE-yglb~;SB#XN~c2gY{zi#t+O2t z3!`at@{bu#L#h`38T|b0$)dze8ao6=kFJLNFWzk{QYJ@E*q-I9JRkcO2wUzNOhmg9 za90lqm8{(~pRkZhr=X>v9wK~YApUOIiArp2U`<0QM^Vau&i+he<#mom)o_hahC;SK1@{uBZC zs>2takP$}J!oVWdM!FD$w}Edw;{5wgo+8_An8y+~5j}7MgeEESu!s=yG&Z*kZO+Gjo^3 zbD|umr1M@F^lP|pnZbmjR(-;D2xSk}RtHk+o~t>0Kfmu+`D-+zA%Bya82iN=l{`j_ z*bjpVoZnVJ&ySRbc;MRA{obiOxd73dgzlAlE|_<0`RZ~-R_mI5D4K~U6SvbS{q*e^ zZ30%Ygoele{=s30xFO$h0&JOP9uO=9pDP+v=~(T^2lxZ)1IhA3sRCw~mVv~eW(v8e z9$_S_sp2Btg-@{K4QX19{3M^tP#E!Uk!I1+T#XHr*$DL3tr(jlOtau5Ppu?WAK~+! z+$g~wVx7~18%(q}nl8sE*I0&xM!B}O2<p9*)`TV;FH>Sw@M$Pm(SVOVF`Z1y~hDN>6hP4)yl}V#MsRQ<*3#iUN=iU0G zO%c~&l(=&isBf$3v_F*48iT6-kxC|9=*#E&=|k-oWIHAy1bOQw!yZp8w^)t4CX%WUiA11qZ{zx)UXO5` zIOO~=Hb*{nTNGL$p6MfwviUA)x{UC6Ir+J~VTK6_GGI%p2Tfv(riI=LH=re3el7-I z&s1zhm0F}`A9e>~cIfRUHhk68-%u&O*xzSpEV0pUNY~{m(TgsK9qzxbD#%poK99M; z@AAG!Y=U{L?UR-XV3EN6`|%zDUVI!N4@8i7^btdDXnE{kzAsTJm^7~_Ax7kJ8mM+W z^AQt5ocP|n7WNjS%;X7Ct86em08!xRQ{0nXlt|s#u3h zW(r#}jL72E=8PbHo$jRPZbs1*zPi6-E3trEp&!Mf<*azvfsRT_PD>&QZ$dPopoiGI zXnOriR_ypu-M%PVt3ezZXr9%QDWZPt;K4oMZ?d6k1y@6pI&Q~rG$xH>dDg4+xJJ>ak6^Ln+zQB`?!6ls z78JQo6?By0v{t9v=!-s!w2Aug0Bq?;MTb4v}C!8&`~X=9f2U)#T`z7p$R zL&l^BX~37zZ_f!ie;%XAotdj-PN*?Zj#8)g0KIs~^=fttt-zwR;$L4#`J)ojTvb7} z;>=urjp%Rxtco2-5s*!!d?m?jZ@cC{QEqWTw7mog2Mzbt;)^^djlyd8+}1byio-zv zwkF}sbRJ(x>W>Ti*I@72a`*f`pVPZutV2=#oh!<(xUuH57YH}Mb}TO~(Za|AW72w+ zk;Wp7q91+aJOBh-qEX(V$WVL`E>pB8*qx7hE>sIVsyOShu;>(=EFH_l_nMEm7TJAI zTaY<4*^h8bF#DEsfv49gn7LP_K)ITb@6cte12$yI-Qy_<#LfVQ=?oGw?-*vP5cB9InACHxAnR-HEy{- za8?YOsCYbOzBsR8JQ$xXn$&eqMwd2UcU-GSHSNh}KU4uC;<%QKHDK`V27Kk-LcB2q zY#%Dq-N1W(>&CnfN$gTsFvgobSO6TpFwMp-4E@q<_|3|u>@Kt~Pq8WW!-omEw>>^v zjsS6x`E}nMm*#T|6np3LC_2pfNcRx~?g6sjCmJaY;pXmo#m~D~w?eK8D2EGr7fBUz zQyGZ<5is_ZcNO+#8uW@*SkJpL{VnRg+lAn(0Mu0BH%S9PA~mI>IdMG5CfgjBIBBX- zgX$$+%#?BFQbfk=EVCa9Zd5Sd7>Y4Y`=Tjv60_Fr0pa0rlqd~@#|QJV*$YuE%%a0w zg$&abpay#LRlt8aCl44$>pjBik03g7$q*LHN0D3&4y@;Z$0{X#oWZl*7P-5pCQ?I@cA*T1Qx^T5|sO2mt zIH(fowVK-pzz^bdw#U3bE&lXQ&(#2 z&17e3+{8U*2eLI4m0VKKV8mgN&gkTA6)Wu7Q`L>ne24Q_Cz?H%<=O4c2S^5-a?aG! zl=3O_h0mhzmfIfpdl>%6l&#UlMd<%G(2neddaBxPP1m4q{$6Jep#ACBJ7cuF(DPh z{-u?!)+t%y*r=dHrFP2)5nZ}sQ_uYK0YP2iAnSdh6w1~1){*}{A_a@bCDiV8+V;V? zHGi5`0+da5Z%0>vOY5uun>JXMezX!v>XZO(=G2tNT4CwFxvVgMqyQH2(JwdM$mh`Z zx4cQ;*ow({j7b3h<)l9!OQeJBI=t!j_5ySs;Ca6C5+?~%+2J$yhJvaYQ8PaJQ>dFa z<+XZ9FUVEc5p-!{S$L8nR2au%g{ba6xp&t&TUxTzSRL(XLTyVnEY9vc3qIS4E{ZD< zv~GY(NFsftlm15Lmuk6H)wYk~6>0sFPMH~uvwZJ=!rM}uLg?0TH{(`MR89?Mw^|g5 zVbnR0df9g0LhO(Ftr_fgm4{0gb13#0ga;?%a<}T&&7fWHFjF3Si}1Mrb6eCGB!b&! zJQDG*G2<~o%=b(7Q{r!poy8ZFozg}_d17??aYjZO_*>jtXpgM7rW zb32aGlbtGgA`d2eH<&Q7Z_0guUzEJRGqW=N*+jCo+S?2%5~Pa)R7*R_6NQx+o%XDt ziMn6?v_G0igNuB8Ur6bGKFtVgB0(+Y(q;1Zz1n29_470^+e`3Sa@^564SiY%sE=T1ambh3wb=L0*0n=Ke zC=E6ypAqE@K=;LuByez6}whs;K@u*^G*Ubf`9GmykfBjC1rU-!lNwo%j+|O>*5to;{kR5?V&Gt zteMVocHB-?jb5VqM1KGnUtV}jc*9PO3gZ~yCVBwPq;i79fPjg^Mtk(+iABc8o^UzM z8fzwWV!`s)?Wk4)cplvT7ginqgEvv)dOYPOk=FnP(`L-%s#o$?)pw-2YO6UkAi^1? zJ>K3G=jVUI#!dC-$Nn{_6<;1oZg>-HoG_lp(7)C_adm>L8S^Yu2I<)nIv$m1Gx5h+ za0G=^rp6c*t6}!iAxG|brIg_qb4GSZeY|&b8Cph@8K>D-6i_Z zd`GP@R`2+u({1cgYB+*3rF>;6AT%AV5EDhCFwd+b-{^h;xwZ~mczSk=VIb_=?oC>G zgkUA0;`09KIHT_A?ZS`3* zEC}vmb_WPo=2q$%19lsIrqY(T=`kCueUMz&`-Cdk>5S4@BU}E(ujW4=O)N&>jn zyufa;r^EibU)5^7GrCxZ*PcfhrSz7iCc%1sL3_8fhxW<4EtC?><2?q@rw%l9*egQJ}--)^89t6R22 zZD2gUm@=23vor#;DJ)F%!RPnRbgEFkXVOez!}!J*O}hSCzwKY|5m}P={Ej&?L`(&$ zj4=RZSW4Wg%Xvvq0D-OLh!odiVJMzW@Ag%hK12AVw^X`)Zx982RcDOF(eIa@OUZG0m>KLNe046%4;z z*THH93k`DQZLyx~s+YxXt!0r2LPrPjO1i*?<8F-O$HyQas0cj5FPjzu3OrWh=pmhk0#jGj!ED(R zPsJCnu?n9LJIUjHZ-ndv{;rOyPMKwymPH-p%1D|Ayc1`62@dJ!^r>&n3Yx^G;H|VV z;mI6M)NX@Q=+B`1l$^WfF`IQvR@dlWc0H$HS5#L z=ba!p!N6*>IfbG+fJMMoG$cm3x}%2=RJSTZSjQX7>0!4L&?Oh0&Ic-L^EBFR_88M4 zqie%%gdfA^j!%=7W(R)C#M_%$tTm=8ATsIW|4n>{dpRQw#PMjs=I^`8%P`3$0Yt;u zxJ2-lKEUgcMPjk>(ld%jiE6BVI7J|G5Mo*8K`7ufP$|f2K9#>6j;>&G@BJ9fYzPs0 z_nGU^e`!k7pHG6vX72NoAo|3ClpK26H@|BEFchp0CHKq6_eH-!=8r701QHrmXWCM5 zUtfrprk)~lK5`ik!M`>18a6*{2FI*2^S^Fz+J5of6OD*}oz>%JnkD1r)Vudu^eIfP z=OXe-4?bpx^~BE4)b%K$49P#xk^y96Jz0o@Go?+TU1|EoOyFaocG);{W#fYu^)>Ze zohIF$tg6tL2PhJ;H&4FCeO=Cd0rK?FTIh|0RP7V&SK3Ue9&h!VM7^Xj>yIg7ZbCmr z1M-3C+?{N=bRa~-KL83||FZW|{t{e;aW7dU)lIq@I_4ax`o@e0jW|^quzG0yjq+8B z$R4*4e2B}TCIYwyOB*r2U5Mq!lo+JUL%XSvVyP?SiSg$ruM@bxR@o$rV%;D2Q?#Mz z)`wM9Dc;pN4RS_lRBZO)Sg9Ii24Y&7F=$q+?r#jl>!9p<^rkfdEor3>_@6|_5eUP6 zegLg~y1NlCR|ohl$#gkFE{@f!Kl*t9NJ2E1gRP)m4?A^)s#oXG(>^csvGi8yFa~4!e_9 zF-D*H*lG^~mIV*diy*$v`_pMn8@@=+L#~6fj*2->3}fj473<}V{I7*A0?;ab`?x2} z3R2`L%LCpFj-u5XElu9&R|Bd#p`xCI2R?fdggX>jGFz!MT%0Kt**8DKM&W9AVnVnh z8^`^OKuMJQ7O=7LHi0eEm~w#4u*Vqlh>cB*^bvNTmxMpG*4@b}_MDKnKYI{zNvoJ9 z!h;8u1xY2(I_pf3OBPWNT$;6ZAOzcQull`<+FvXJ8qAMs+gqD5LGG$1(kNwKl(NDc z7nn@-8%oStI#zh`;&<$OMeum{5Lu4X{d#UXMh>e?U7r9@?OLT>M@YgE4JzqMwjh2A2IxsQTGYCKirX{3XbF98J`?3)GW~i{T*+E3S$YeC-A#^#8TL9 zAsi{`OIX!K0EPAHl(eJU!Xi>mz26mSf=QQ9U+*~)4?U3##W#Gj!>Ca|U*{6Ye=w3) zaQ^rfh6Eb&=?vReq6&%CbljOMPwBQ}VJyQ2_|kDE zWhrS2SIcivieaSOLuaCg_9M%rtTzFqaJ+;1py1LMj-%X*bI`7qOmV)BOgEWhuaU%G zKs(?_&gBWM+E1i2WrjJaN6&BdYuU}mTU96J;TYhst>uVn?ofN07Xh-I(e?8+j?ObX zB(0?!XZe25v+`@4;U{#WFFr3cT)ZWfrD0=p@f#Wy+iuW|yXcQC$*p=HX%T4)m}m6o z{f@G6%yP&t8LcOS)qYZk5^q80yQXmlQpuqo1)UF)u(&$R?zsRNt>3%tY-JbJB%8pm za&mJ@@I{WvXUpW?=Gt63+40*6E@RJNVhx3UyKe-)hN9J%%33!T;anJT_nqZ7i#45P z*;tJpgtn;2?*IT4(xY+D;64$yD}m}l9+juiuqfyA z!GN<)oGz2u3Of|LliP0*ieN7TRMwWcB{jnr${6PPmeDhwYyLxc4Kg zHRp=bHeJk9tko6-U^<8u!4 z_cMEyqSSZ8O+R@(dxUY*A4AI!*!O|yS2}m+(kS`kgS?>XeANSZ0n}Mk?Y*_LSCy-^f%c6!|vJpan!mge{%BQc-g!H;*KJb-WJjHI@g zBZMSvI@KK6k13nNE*$NB2|sMX2BhWYYs93UZam%FLow=)8N3^*)~j$5c$q&Iv;2e5 zW$$V~cb+-79jj!?>Z&VS2hBY)!YMz@o5_p)4F_$N>;n_P@-su1y@D9iWB0%yHJ zixUr_M1@^h0@(whjyUKipojIN3-70@h1!%TIGQCvMb7L1RTVt7frI(1bf}cB0SF$k zo0${tOsNpKH5Y^*xbeu>G%FBz+@rf_PSx>KiLE3h7rmQEzzR1hUDO3!=?MzB+vyf9 z86wl8A8NV~G;%SAw=80KH~N=vOVGATTB>{N&syB8WH}}N%n|Fu9K}!hW&FVu|2;>f z(A$fSOv4;Tv=ST!t@tRk_}*^$q;LWEB0ogm7yxvt_Bawp>5rVQAG|%&n=-esX?DLD zsuXb1Rw;bHC@<)FI-FeNHK4bgg0z+c=Y!z#YK_;8>>UAn2DiwFT~$h^f{p;{XX}$; zEo6Qo(Rx2$7-=ROvejCL=G;_?9y+wNK)DEW`2zdtD3BC3R;FB{AnEsslVMrnshC>f z%0Y1(%FIrk(bCZQKHnZX!v*HbcfEU?1?#y&7MEhr1W>Amlh@A+SAANRz&gjB>yUOY z?}ZkKp80q_9blrNjBsN%x7cr?!I_Je1api8yS%BLtlJ1s|2 zLuCTnyrR-%x18@JkS#;~@rKf=i$=b58iHj7A;TgBQxJdzcCMHvB#V9T`^GoQosr##J~80rp1(#eH0 zk(8TV_ORK9lAKX*los`d(HwlYB&7!{#wREU!=9e$>B}g$&F&cWsYapTGF|69qil^W zQ5Q!syXmSFoOBsXVGDcxVCn{|JU#fbLM|ayvUpqg)io;MW zEURl@$$2lSaf{@zAbi`*&TK6{J^!LDq!A38R8iRc!@lw$L7>_3B*Bfy`8)ZFm<&!0 zKC{5y^Qiqk4XjfI9`rL=I3wVqPxMmz)fJLR-~ZvZD~`o5A*L;?4R%4y45+8+I{R3K zat4N`>dowE;TxGq#z-vZ72B=i0Q&ay_Ml?G*-%VVoOt98;|T-Ya<&K#cSbxO^Wf!f z54EQ(PeHjIkFNjo4{Q^jzq4hF zN%z&cBkY{8!$Iv!7_pYTSnbN{?N0u!*QRKr9p!wTy`JG~buDa>VSt`nOZln|8xmT* zXb!|Qvj(U3qc5@xPK1eFhz&zNsSQ8k&shd*RI1Z@2c$y=Tm{rKI6o0-)zlN$3E8Xx zILpq=(QUZCwX4k99T2vUU^l&tck?XNtx&b;)8AckpHIWwf0PpEhm0G`q*Z0RtKoMI zZS|Xe4o9@&se`vjY}Bu!=r}?=G#agsC3_F|n9^}J_%p}8&H`fbto=|o_;Hs@@o+NV zl9i2tOB4Di75aCgb~#wLZZo^*-DM6#0WU_~dUu*d5_6j21WI=($1+^vYx%ZuPCkep{J^)U7yxr|hXKqmf`!Vl$T)amw^ zbOO6z1gp`z4UQLr9xipRCowlC!yuqC%;D$oF=4X@NC%5j8cEFDS2E;#$kug8qTTtP z#tgtct40McE(rIAfx)j3N*OJp`=TlAH)SGttHQ*BaAe6Of@v^VFU(1oo%d%MpitC6 z{lUWoj(n*}dJPK4gz@~mngpoBUAy?kZJpi5&if6iUu%)?fQTW(_RnmE;R--5^&48< z9{2>H_ZKHO_}pl0dRQ5B1*eIem<*@r04zd!o5kjDTnUfdB;2c4cz_xO-yQ|5gubN9 zRxZ#~aWBq^R;E?zm0STuI45jDSI8wN1S;-Zh5NrS4jG?aN08`S ziC-o%KkL3P*r4Dro@-7U+l0(SI{nO)W2iEp7&&No5kVphf7bj3pYrSc?b7}FWYJu? za3a!X>KBxhU~i*8u{se>xUco3uc420sygcP`BbgWb8|BoLq1umVdQimlp z_P4e4_i*ID*|mROB$2@k#CTx>JD!ksJv;VmbcLxdHo>@P>OT@c-0t#A_?31r1!j9d z?Avb{Z`a>`Yx+q=K>9!5=EJ-4NC^44uXGq>-~JEC^1q%6y~jj)p@2*D07c*o3djDX>xo~$J$$^wKJ<_3|2wVq zKR1A|@IwIOr5z8A#IWFB%=uSHLeoF~kDqPbO+V;YW17IP7iMue|4W3oi9fRNTXU8C zbKd{Cd;UzicPrJhqr$~RKd!bYS7{0U95oykk`uhTA?`5WKMy&Kgppp`D24og*_{ZW zho5YNynFo*M$LbBeg9e|5AFvA$2}EcBJ$e~`+qOS!@@w}umIXDoUU>T*8g%f|K0|z z0RTnxAi$o%mFhni_J0@?lK@hJcv*ad_J7}Df8E*tpPN9!Ot%JP?RsaK=ud#2Mz9KY zcj^OZ{FdGGN75uD!S7;d7?b%Np>s4!|2)ipPW9ghA}_o#NO!tIv9(sa!S@0?<{hr#2N5H4x8Mr$en)oW$z- z)8*{Azv#0KwDPkFuzGVgBzOAz}V%UwP(Us9@0n!E3W7ztF@!0%tm@NY>7b|sj zhJk0VUK;)%HZ!o6udo6?#Px}R5J;|NVU7`E!LJl_TRa(f>^H-|zU=FdrcmeC+o$|SCax&ue!dq8Kn2?~*;zrm3pISGol!@B>L2H=_Nyn z*owBSyMUZ0N+6T1+E$>`y8I)i!p^8*7js@;2586j+Ui4$6CJ zBdOn3<*Td%{UGhOkBz=ylKa14)PCEP0J-xk)Vgm-1u zj*CTPy)8oMq?S*43+QNswBW%#0BtV^f+BTbSf~bO$0>k2(F)f9p^67;tJ%*&KVBl< zkEQyq^4PGmd(}R*!gK^f`Q3zQ`BN#fib5gTFd~5jt$k-8g#pXKR@QEFh#Cm`MkUo9 zKkJ+aB(j=kGV5p<7dw6mPlwuwV*z%KNR!+7`_BhJgqK1*zw+naNemXL2*Q=?-m9Dl zeu_U*?SC2=!ly}$hrH$~4}K-697@PT!&R*F4N|Ndab}?=1*9QanM{@$y7SoY#2x$3 zH(Lb($xwT=+nHGzuiN+1iFBc#t7^!^kqe-;u}mq^iBl!WI~=)sQ>yFJM{5z3T8vkQ z{i$#E?`~n`yC9}10H2%f<2j_)Y!ow}$YZjYDsmnw=a-A3`PS%m_AWG)JFU-Zx>SLX zT5gXfNhDZIeG5p2DzG)QS_Sf+G^#@e>gGCW9*FnJRog73xyA`%7V_}@YJlUk1dbSPpnD=`aU{hT?1GUV zB*+{fD|zfpTh@nD^%yNkoyoDsXqam=c#sCjy&V{!PgU z0NWQFyWwS6nG+LBg_ATh(5ddJe_db#g-x{c$ExmOq)&HKN1q;?>3&G&bNBZEeC)jm zu_3Fu8kAYHBUd)p(_dvcKQD{S4}tL1JN70pteRIM-cqBYr}JoSoF_>TEOAcE{e5TE zjTE8Wx~$4Db4Bx)|CuRiC*|94p$Qn!uAX|MKQ=m3D#G+uQ1QnnLXz>-v-5p|ru+_0 z?=EEBdPMYQ+=?^!$B5t(CsNH_e|M9;IE6R!P8FM>1|_;(6Py5v*lvH;(MqP-^1Uv) zYchkDs@jAKkmpHF1C>ND@s9$7()Okc^sIDia~Qy9Ht1*_MQoT;)e zIQ_M#B4{!Ho&?PxiIC6P{?`tW>Y-SssNzk{V)@foFH<7KoYiHy=FP_nQGG5nfPhYw z)puF^@->q#KM#-t`AYDeQIS@& zNQJ#{rs%74APFOe!{l6sQl#dpzNwXMPRYlaX9(8TfrzGJvrwNEsszi700K8W>v)7N zb`X(A61iJLIgK?si$Ex$Sk3DH5Jqg{d-*JzcDW!NY)%F^-u)A?MY7Yv{gnz(9KA-OK3jTA8IK-NYhK=Lj0b zS2XY$wYm2xBdBD}VU}SRD`%R8>I!qx=#IgFNKZ!*o9s-OVz~y6Ke*>ZQ$}|f@eG1a z=Ahp4ZZZI1NT_rcf}5I8a7eRCwCnOC+E8RhKzo3y?z7-f$_{3A-?VwB{=?CB%6tl7 zWhiLX;ol$W0c?8N5pgP!SMCPa^$oSws!vyNpB|c&&H?y3P+oRE|En1hg3WY6Y{~0B zFIswInI(?^naIb^hw_yRRa)qvA^>0#dRE`l+WEvqN%R+xX_pB&BjSM1{JpWl_O&Le z0fU%U9OIti2x^g9M6*YbdhFv=P=##ut|eP2BQBaTmWzBtra!`#GY z^$vD5xwX|V!`kN}FhyLxlcUY6K8Id%HwNL$S0} z@9<;O-2-mUD1z7#JbO5GuNA#DMC?N9^Tm3?d_0Cn(`BpNs6Th=TSj+gDAi;=`GMP; z&UE=gN)$Ha_(InC8+(8b=eQIHWX8$s&Pz{~EWKZ>Gn9b&lXii)@=Ynuy>6!x7f(W zCZeQ#D^vT+N%vkR!!YM}bQE?TN^)I|r1JSV94~2ohx?W5I~4gPJ&9<*^B7zv-FFk_ zRmw1(h88`^$y~56ob`NWU7z{fHC+aobrz|EUDZyNWeJNR+VzRMa12ifRu=Q3kLB0Os+pAN8F;>X&U!z8PNN zq_NXVyLhxpx|nSR@cnC#F(yO&!p&M@N_FcrtKOJj0I(Pq8x9IDasajc#w2#xfOJgBh04H*t=+mOD!+VHLw8B zum6|7hm9cklZsX%^tCvdcre9EM?lVZ0;*zO`H26}%p~*}tsiAQy1Grk9-G}JkbfED zLeo?j=3)yD2^jvRWjd83BI@!1#So`#Er{<{_dsq`vH?Hs~h;Er)U@XsH9_M;G=({a`| z!G>pb{r6|}V}=YW-bRQW4zp=oFgDmUlYbHqfD&?dX~CjQA+rGoiD6yB;`s7yw=%O% zCJ-Gd;kx5QWNa_K-ak$NC*xw+8*el@gl_AGP~1uj2R>sQp!qSX)@!#ttvUQ_8fywJ zmd`JBgZAa_Vm#dbDGD)}X_q+4I?LUtfHCq>rauR>A7dh>`P`aGN5ic8~L zsIaZCtIb3qZJ*Ay4VIdr1aGNSM)JzBmkJuVls^4(*K%y0O(JIs^uT=4TM^{cfi;#N z5sZGQKPb)g?%i;nlL&$MmxLG88ig6GKL-5=HdqV^&=-LLy#%QlWw|&W``k}+Kz1&t zc-%xf;yrloZJ_Zr!!iA(Z=uvKeQl;o?%TIFAXdk1(D_=``j@Qq%je3K`Ytj(Ak~%8 z8-O!NithxGFx+xB>+ZP^;fi^4tyT8fcgWz==ir%EqwRUyv&uZ7O=8YxrOb`$2JeiESLMIN^* zpN4zw(pSJ1y2ZkjTc6c489Nt5As2NEbbBWvg(){5fd=Rd&x*V@jPqjgG+r<9X)fsx6jV)Sq@MA-`;Wc7 zRdVmSi+;V*m>nzezTinFVm|iZF;F>RR`pA~PR{!N9kA7Vn0t4QHt*{Bq^v8dgRD_= zAgEQTHKVKAPF7k~8fG{{D3R}@pacWrX3WL+*ONffEEo|KLI1ExTKrtf&uRL0f472?ycqo7|HbPnG?7>)Z}8RI}#@{)b%!Rki>LjB6tU!q&tNI-5-wEPZzvtmFzDz1i=>AQi1uxHY-KK;AXD-k_nFh>y^T8U8WKplY2P$QECmzYjqJ%x1 z+NEr3b@VhV?1e1*GL9pw7?U9k<2^?ZQK?y&h;&-e+)}yzrO0C=Nx-?qHDWl1O(mlk zG_sDl)@$k!Co~l%>O}2s0wU<6q6wds_>J$PjbtEtGfgcJ>a=Z=i^Bs;QwtsEF zDa`(n)?0n&wda>XJLhju)%{BW8bt_>OQI>#4WE~^cl9&>5v0)s!0jj7phzy;*73h!ZbBNc0LLMW zPVsc#&A8|<i1V)Cxh&!bKKr_&2;x+iMYM_7vh zksvy46*Qmf!5V%cI7T779V%$_L+YPnpU8`nBJF?jR4^?5(BQ|Exm(OTPCvc-wGX0x3>4Z~b4s z^T$V1aR72gIZW3~WMIk+&;E#CPUCq`5S(&xefaCP{_&f?4`vkUk0c)^1ObjjsIciJ z#(-j3|L*Ey_d$=YfBpWiH%YhfYdF!;uW6+gYbmxU-->|68=vE(@WOh{|4n(pkZc{1 zLnEN_RDR(6veAD~c6~heuIc}KfS>YII6cQpCFJ>Kxz-&}sR|4^k!0`Q^#gkUZPxrg zgZ}fH@h0H|!cYZ}mRtww_V3NR>D#M6F8bRZZ$RR=FZ!p1EYKu5|J{tS7fCpv5Ut62 zL*b^t%%``{mCF}}^!Ww6DJyYbGiiO-Wrt9e9CC+M(=XIV@c#%_evZHAB0ttVS_=dQ zkdbDW%2+lOFw>}Nzb1OUq&vqIP0171i%he3g_0+l@t)6Lm$MP4jKjrshIQyAC zi)$wP^v=FCETS}*}C)j&Sx1!YaRq&QUfNmAshL(s!81{5jp|5fHf9O31~?CAN6-m04uB8TfG z$gXGS|JVY=HLtDDcVdcN+k_2%jL%JcJm!N^?!nJ*n27cNzR&-utpr3$oS;WEIX@+e zZb+HLbQ|=T@M$iVss7uH3+Ry*cTUax<6xkK1`H3YXcH*Lac35)%IyE`hbJ$szds?R zrx;u!{Kpe}?u1uSLHb#u+FYU6lLzh>u@L<#`|Galoj7|v^wNlddBseZ9+mIc{Jan!l;_i~6j!gO-%#kKLf9c)5Y#nR z@!uB&2I}L&%_#ZY{vQYRC&ruBofR_27#G$?>hMc=t394e6yBUXJj#%X-bz~#fX{d@ zFYzZ}Hh*mFKd0$$=N8#a{Aew;TUbvu+8la& zFq?IJxX=tD5T@9><}R|%q88hx#Fk?_Y_azo6P%;#Bl@(cBkn-fgX|t`)($;`{a(VkjK<@9uIIkixP?G7`uiRC?`?c* zb<8l%+_=C&eoI?36SPn_MFXDVqf0Cb?9-wfhZ>2Qa`WxG&+5yz=V}1a0{IkKC{k+H zDY(E64+m-+w}>gb-mpfoA=D=7dH@772Y51fA*1K8Pgl=Go)FH^^LTisI7A#e0r*uA zu_Zd7&mil$v&`zYcBm*FN_!2U^6G0*-|7!CD5w973yudHBR<(w9OCNUSBF25RZ?C2 zsTag0L;4@p0t;`9qq839-*EV*vZbL2hx?y_W~258+Jpp>uC z3b=aFAf3p?y=4x8t^knJ*0i={W?95~$P9$$ou#^2XFjFx0Z}8+M9CB5Q|xb!pC%J= zqe#DYCtro|7TqqWDM&lb%*)@>%SzL&a#91Deg?pII@sx8IN+4kxzR;}=h1WoigFVG$k$3oK zzhdO&I;rdM<^lG}45;F;tv~{A$uD-JvuyYns?0}Gk#uA5&&|ZyvmHz6eI-pu&*)KO z4&8h&&(&o|HM8Bqg12|l*Y;uGOEYb7*6&y~Djg&Qye*3I4eHxc>wNtkV4jQS8Gsuv z=^>Y<_q-Novgs*t#oSzScotMya%Vw-C`VK}{E8LZ&Q7P!QeS2|5ueY}S4#mW_vFjB zmNDdE_YM6Ww?RvtI&h!XF14J|9uw$}7gGJ&>et<)zFwaQT63VTy@z$RLf7Td16@+r zon}7=79#=Y_Q^`1R@3S2gZIyR>KvP>Azl1y5NnO$`#^@R_HhZU2&lf(@c4>cF7_3z zuu_j1Df3fB&Mn89#JP(}sL|YW@K4}(lnpz%K&WWv)gCFDn6D2k1&&5}+MD%fKS8KL zBW2d(lKJHckuhe^t;I)M_&PNSSczo9Y7y)CCjy>Nll|#dix^(|*o)Ct94U~g0P%pr zmM|yHBF*IIDU_~3MM4L_-kH&3b56MvZE~g^40$#QN-74+iRHyL0R4FGj{hgU{kf8Z zjmi-3GDLE{dHT<7hOv@x@qXc|Ei_2Yl|F*ri3*QP|7K7D=ayj1?%Fp~`OrYZIWYBj zlq+Sg1`JmN@=q{5N1P!}>B{qAx3!5cZvZE#Yex$ECxk$>DNVq946Pt-4@h7HSDa7OW*ixd|`R3Kz12|wH zC5A6zdD2hGb$OUMS0(d(mOM3P1hz8M8ZifybP-_#l?CN`H zS$;3aKqE~$EbYTfViw*Z&l19mOgB?u4}y(1rWzyx+LBCB$M=RhsJ2)Ku>50%mna)N zTR=-+q-u7TY}R9{Odu1Rm;3&fs_fV6!P{noyiyypRtLdk%qp$l_koP)Gv0Z{xs5qC zz^Qp~ODF67@+4gHxN~T{(pU2A`^9V@>@JhYgP|z47}=qGt=WSYAx^+apn`LCt-c7h z9gGYQ;Ub4oA|+>$<@RHqGS#a$J6J^ko(0HRz*O?@K3UJ!tG> z{8;*9tv9HLROsJXmD9cUq1qcYo!wFxMw1nRE7|cafhU(+U&v~YE-F`?7yTm|Io_$n z37J2xw_n|AbkO``#UQ;zD4qdf?m;(lwOAWaEKQWwVt3f=pAZ(W^FAl6RFoSlHhTA@ z@QH*KvM{&t%l*(7mGd_B^2xU*eHJhxXB9^k#X7lO@F*f}$6)QCDDkj*C((2pT>-Ni zgX6B=Qq725*M7AS%e`>Z(P=e-DzDqDv%Wa0Z1lL+xv~5_B`?TS`iePWW!F%Fm%aP| zPJ{7uIK7Dae5b*p68^N)m@i6slXN1bZ~7Kc*S*Bd$kaVD<#Fz!Hy|qBefk-Q6kpw& zmNZE1tMkr#e=BN=D5CTJ3pv({q`>c+JsJp)jl6D*r@*_8|K)X59@J$3x7mIEu0_v@ zu@5p4)ST1z)G8tIJFssz6q6nw9%31EbXHe|`-RJaz#9`_*lEx=ke1F^7`>q3vCA6b zlCEB-;LIv0${zy?v^S^g0CzMlX6sVaxo_o9axbamYhD~dK&tfzj6!!FmxwyXmPWm2 zx&6UtvO^ng$pRQqF~o8H=Oh`p%^ybrPl}v7=xv}PdTr2pU{Dz1GZQ5#8`N{Ydzq`w z;@axQ;8@wHdXc`2N6d^TRaosYI=y1%u+pDhucq4Z6DRq(EfZeFU(BVs&xs%OXNGt+ z>;%5H*Bc7Va*IK^N&gC2+2rNc zT?qO?zzNIii-`V1z)7@Sc)ejka}J=6Pc?CX?47p-)J5C*aGq@TWCbAG$5M%^qclK=O8z~%aUzEz~TysqiXw9ec2j1ZhLuw`g_mT2S1!sg1Vm4 z;Wy*D*M8$?82a-C-kTF5kW&{qt5xfx{T zwR?FrkTfAz7ts4&u2Sc%rRKK(I%)&xMKQBxA)gCB|M+4ltw8YhUV0Euc*cvQLEGhs zYXlP^q)rz>VTylpzo^8xxi4hTS_iIg63c7*_C2SXN-g7w#`b~wuZ5z7&kbK1$v?R! z>cHY?a_q}p9Q`5UKyT8 zsboI-{I0d`sxOy*<*ZT*%^3g}-nKbS-*Qaf@fc>J>xRx-| zueN95KEpK5eQvt00LWOLVil4Oy<&yAV1S|-&eL<-n5qadX{E?zv(D$ICsb!W%c zKvCtDYHzxXhV@Ju?mP{j*MNMos7MA78D-6PXb5a(HZMFVb)2~oF?yTrTm!e;D&B@i zh`Q4@dh#uY4uw{^L%5b>5opI0(79{YcJ48k2yRHLNF zNFRZfyvg%B3h|tP%df62FYYj?EM>c5G%R+ctNLS*jVAlAOUgPvr%M*HPo1EJ|FI#HihkON ztH7u&m6|@vEv`=T9)K2r*0N9*@rp@0IM_0?#f<~^XKvTwPt=Qzoue{pDZ z;?i|lL%*9|yUVJr=V^xEnUVvKWADDWbO%tHudS0xCntNqRr+dWJ&8Vj_2P7z(fZS7 z-_xDd)GvLo#h+R4obV%kOEuF5f`Utrug0N^vPY?Fldjw#V@xQIJ?@7Mr=_Z6c%MyOywP2Lz$s61mZxL72bO_PvMw92K+xbvyd;aW;*IIz;I%fG@)jzXS z5EO&fl4;6UO@Az%0aJ`8NOVQ;%T_%wUHru@tLyK~pXhn5>A9g1tm#2&(yvfr_uf3= z%LjTsC?V!O<61REp!J5zYn%NtGZ=?huVL4($&us+GFr;kaI>}qWkHAy3!nfwf94Zh z94U*Z9j;eBwn)f(l6zgU?x@Qx6mCaD9s@cSbGJbB(+)DyJcpi_1SnZu#M3%jff|je z7ol~2)IyI21q*``_Ya|>*^sSic~0zL*-)_IyF56qDK#x}AbQwOQww6*9WrlRVJi7g0wER$|pxVY@ zcYQkDibLl&5sfUm#-_pf#&&f3f5QAAT6s=?9ME=Ge3kvl9RHD?$(~)D zK!EM*7OAx!)h7c&#O>Nbs9@5p{cv%wy7&G@6wK%Oc&!%_DYW>wzbL@a+?$qN990&-AzSJtoH&A5_jf~@Pn&) z_lJ*lC4@byMLjm&YcJeWNEjaVtn`^1v&T|JOENVQH|f{!pz=;ti>YRJ zDly%AuCaAqVr?t7tPeg3cg^&6o30wkup}n$qnep(W)PwI06K)&fHRq`=*uh+ZkR&sdhpXpiT(-lmU1FwQH7~2~x}B}w(+`|XEIl_a zl-rEx5+~A0N?Rg@u)Nvtnyd zH|W-~KLs(fOyjQ!yEsbSxYqCtNbe4{FOGp-TrTZX@cSO!Tw@Q9joIJ<=us?3Xe9_T z=YpIxxhYeN&-fw@M&b79FE@JqFj6Ksi+|Ea#TT!Vazf%d*6w#Z2&fz{T%fGFimIn^ zRr~?BgOv>w+ISw_8>{nkJ1o?0S;<2zaIhMNjW?d1xy7Z6JqI%&EHMhgoyVSR*?!;@;w5Li2 zHTOF-bgi^RFc{o5ljRDEpjBf^bFSOGbDv4(HSNQ2I-%)=Ifu}mw%q=`&xg1(bbW~= zj5ox5zCQtB$XetJhYkU!r!m;L557x%ra{8?^ZaVm6bl}l0I z=WcSjN{N+y7F3uNbWelg?E^gx6VpG#{pXjDXHQ$y6#tJ&vv>?r7pD1MR`6tgbxqA! zD(1s9ig;;jZ$(H8x0rjbdQ&{JVYSeatN#TM_Lfeu6_t4M3`}+&Rczn@~9m^(3 zq^g7l!>I>`15z~Q#d3xRdnFr41DZz86G;NU5+VG%0b^VT^{^biAPSY1=}u>3oquk- z$M29{IX-o!*-{pIL>J2oghi7ojo{OiF*8gAfPy2TZ^?8Un3z zPCXV)$_k}Qc&A67{cz>lS+eU6THypg!_4DHATzc8Oy&@}IH!HplvZDqgIDI?p;vtt z(5rw%@wlvX&zi1$4~(%pv}|I5upwtOoZCTbLwdyLy9mH`xRPYcg=0B3M*zY z`T6b`jklI~%Vp+@xY>O^qlxjQjTQg8!-CaPea|qmD|H??pefj0>>E2TTrPD>gBOelA+_$Lo{AR)t>=AEnD_#5g5p7 zpXBS9n_R#vBj%{gjm3dC%8$0y??L91_pep7O1Zw!w_VCz#@1!XL;DWx-`so{oN;Mn zHw8j;=$qslVw2_x{fT$l6Yp@JPF~oK^Xe8^5ac&eN{_t`(>T;<=So6Rz=wURO;-A<~g0-oeGA_e^}T2WmObV zNuXe@gd|yPsf`cTxn|N5I#kv=1~cBjkM+bo(y26z=CRS_8vaZ`scVQX^_Y9zY`1^l z!JTi>%ha&Z6Ut^+>5! z2Bb@9O&HUg9?zjAjC^9g^wwi%y@_NP*h!Z!^|K%lp#1OB&JxN%mk+fW1u7<$K6*gR zb^B=c8Ze{xDb{V!tnfhUsoC~?tb-jw$$35ch7CPz$eLb8lty58+|(wPH?)=1P~y9o z-Bh0{m%1?|4>U$QTcN0Oj(}*EFZR}O;&f^IIIIG9PM@OKCd#(P@bEFb-k?CoE?xRU zNeCz6ro~vYMQ>UzhyJ~>iX!L1Le#ZGrrq%x4>DCsBxZ=y*|sxY2n7VJ$aBLH?}zqk z>Z)KI=JlT-3J0FTKb`Q*O~5ITo742$D6N{sgnN7OX*<`8!#c5oy+-C{?T`$X=r zZ-He1xhw((kAOQ&`QJBkHas#-@{1j@ud2*QxW)99#Iljn@3~ zwpkC^d4`1E1wuYNbckL6T5p^wV>!w`lpO&kls)f{$v~Lvi00 zj8yrMPS)5dpCR-E#sk<`+epZf*AQp-hX(Z`Enwtj@)qkQGWkt|ZzTeq4P@-IU z5El7_uSsS4UIoOr^Q!0XnzB`Sv}LHlR>@ZAD*!k-irYn*fam}Y90j$bgz~BdEo%%j z@V=nG?vJg(hCiNU@H*Kw=z4VO$TZ)o9^}=g=c(_Ng~jt$Z@(m=vEZBZepg|CR9U+} zKW3Li|DGAU-n3%VHNM|a<8b40kD9*@b~&bXOvE;*)<`uHNf(;;!6Wtw` zQ!nt;ixKgf+MPs|*H6&sAx55XeH8RNyw4{`g=nu!u%By-{szVG27@y$X6Yc-%Lltc zzJk+7tpuD|t&n&YRJA=Owp}BiC@7L6*55u_yNbx?6fZpC)Ngii<{sP%=MR41RybiA zqi1#I!og~o8||*ZS!%PNE_nQM1kyH>men=&1_qpw?HlfVcsC%*G3{+V%qj5$edQ59 z9W#MN;g5$5<|jIXKgDF9_;e?IJA;79uFDyh3X@4Ms&e2A$h9lj+uy@PEejjlLc_Dy^Z`&jl$Y7o6cdk7^Py6DnM*J!^Nv+oje0tMe%h z)qx^*tQWmtMm?oP1mRTsBjyC>udEw?-yFh(IXt3b^`z>7Bu!j}{3I@9WglZNlqB1l z?>dk)s)ilCa1!;PF_Y>adkKFw{@d%S8mODea3i0{0?ZlLew**3hlMm3b>BG|yH*`6 zF!&+J+$tz(x5{L2+_~(!1a`Qzj!qD!Xin5rp{|q>jk2<71hg#+lvY{M3DqrYkR(ZR zt38XI_~aiTsrxbyai1PEo||so^>JJI{)IqCtq3Ts6e1AbLy8v46#0+B6Gl**kGRPA z##K_i1vDT{FF&K^<>PsqCRT@<3+oT-SKq2B>oKyF=MbAim{)|X67<7RP)2BAclGYU za-4dk04%MrP$v9}4IutGNob2178=^_EZKq+@HjA#=*dX2+FI$n1ZA_PmIFCvAR3XOx)AzLNMnH*>?_HeI@1}r% zFDWWX;%}d#(YO0;4n{fA2L|wVqUD#TT`Jh`wD#zgnI-mfsBg``drv-#or^JewhuxP zxFCc^Ynyu8=F3|yJ=pTA=~Ji;1H}PV%GN08laQ_c9LM&Qu%2KJ9T?)9Hu2@pYXr8} zT0SKnHg}}7MHh^Xm)})PhiR3leENXE)^H}M+11wudR0h%#JYQk(`$ut_@P9c)Rsmz;S$CQkm(DiTt=Kf#&Uq3F9g3Yt=!VN1!q?kBxm}I}x{*_ry&l!RqC?Ci@63SQSh_8CA zK%kFHbF@;sSJYW+D<4~k4i_+(5QZ5yv%>R(k(p~izmN%c^9rr1R=Iny^-Qqq#TnEE z>U;NczBdP-ux}=syH=6C!=qpLIyrT$Qu&j6&0!l+O5WaB7ogtOe+IJdvv>(;grZh!d|Cp+uMt`2!q0UQTVwb3aFoDE6?W80CPT*a;jA;=eu zuiqc~?jBGNnD5$|kI3`Ab_?y;ku>%lmXKOQ$7e4&0vYqI*=LQ`r>24Vwp%4<#IC0n z+&4v8t=xVLhBF)~n=~|OJqJ&1l17vmlJgJkv_vF7W!PP^2bE1XlhvJ7R1*c4wlQej zECm>QrOi-he0{|=nQ(VK>4g#*dXFAZ-Fpi3dCTsYh?Yr*p~phGZj7UHIC)@K(6%bK`SF1V^&W#`f`Dm8J~@!?K8Pg;owd2#Jh*8QO@dA9aN0v8>a zjc4C!m@Re!QZ`AMt{QVk{><*JCGu*1Dm-!b#9a!EQ* zC)h~*UEhL3=Rx_A!tSo_AXmNaYS$XJ7BQCbC0U1qYf)!5>(x0^H6^}oP+M^{VJ6wa zTMnuz@uuO;UmJ?Dw0`q?8FB~Z^=!^fBxr05w2NtV%?O<#J{ zXufd}wW&k(k)kwweFW+{350m8G+SSGx)F>?qvNHf@f-$qeUIMXG~*-ZoaIeFF-Oc* z^A)d}s0GLh4!^vxv=&%SG?2GE2JgOWUdP&!vI?9b_2zQ}gF%kyjCn3Pkgql=9Y$+I z9kLUK6hcT*r|*0vqk;*!u9mmx?{+0`9ep-U{T`dcrctW7C?C}pe??piza`-Lu{i5T{j2m$^%PL6P~CzKKrlpxLE?%C`a~~o;15? z2(9hd#G0A4L3!b1^M+TgsLKo)+hReo*paYJe^z&~5LDf9`v?@!u*+p<^%>#%#Sv(F z&*kB7upVM`9*Ej?ndyI@C%@hJzaI;KCtj}8YzM;;p%uFj>Ki&#ovW$Y)i>{R07_Fm zxO|a;U}ERUh;HXW=p7nMqYqpIrX_ejZI`!O1Huq_h#ih6#s0U75sv-yIUy(v5bp2_ zm<$Ad5oVMFVK5b8b1NI|Fl@C~H~m;0uGIpmuF(RnzZ8P0a|-y{^N5H#28f>W+J2wU zIN|(;iEjju`z?ZbqU{!4)8k#c_$W(wtdRn(i)ah|TovYJq=BC^N)HPuFA_T_7EwU5 zYuz1-(lFa#AHqVVJ=J+#t=4K`gF?tV>CaR! zeOGD<>#*z&aWm97i9*SQYlW@3jZOQJ@eFy##f}Jr-#Vay`>Y}=lHz!Dmr3}itd2NP z2%P>cnoy7jZ|3fo@E(8r22qB>a-#ZebqOugv6gHa)4@SOd>1loXb=5g!QAiX^)rS! zcB3Xt_<|Rlltj6@t$L^10?O zamNmzZxtAOxgqcDG%Tt99t;1+RhEAjpAenowUBU4`sWbhe?|b1aNpBwBGuu)N1)lP zK>9tK_49XdP9I}$i7V}P2-`0MPT!An2JZ>5uCLV}C8f)B8U3C&`s42<`|qASz9)9T zdR>ICTS(^DKI!n1h!(p$OodojKE7=~FY5Zs6Gvp%UozPqzh#~T%4c(5u6M}EHrA(U-|W|u16<*ayNG;TbFA#`-VMoyURf4s{`sGU2P_F zDZi}={4x09UVILR*djjP!d*Twlf@)C^CXjFpJ!tV#vGcm^K!p``x^chGl{`g!o}>@ zi4T5`g`WfG(sgk$+q1?d%)bry-+un{dtmZ;fFX4wf?MbK3jX~oe}4e}s1l!qP5$%W zhuN3N3 zUy+RjhsQ4|x%B%8{r#vvFCbDFEE4ZpV+;QE)8B^63D6e+4$sJ|emrOY_mh1q1Kg!I z_{+%u%lE*|mjH(+`_%I2zu%_~Lec?wdUM#1N%F^u{m9qh95m5mj%u*93RB``?BOs#{9;OAQ)bS-0C*p|1x_V6o{^SD#2%=<6+^1G(2Oy*UDT?OBns{kX*Qtz^5{Bc-%3=q4n(3d=XCkCf9@E!z=IO<#lZ+&(E=My}I+aLAjO=xk8LRBdL zK6S96u_%?Sn+}zXY)5lhBOXvH8}d81l)J(y*@wE*2g@{rjK*xc5T}CcIH><+zw9y# zc)+0QwjOB|paEFr&n*4E0-ZZJ2yClk+HNNbo95NuR89ssG~$8n+7s%r3Ji;o%VH#* zMqZ$XipQkgV7_uEvAZIFl-bJHkZWhc6m##W{}!Sx;KylH_DPGyusp;=^ct}`G*p?rP#k?veLT0L#HKt0FdEJ$L4B^>xL6-Z4G`y5!kNdmc=5%3c% z6@*xwmRRp0TI$nV40{$o)Y*5(;%F;IfF}==Ssy; zsVR5$3d|`BX2R<9rs=o@^OpH_tF}hFj)yJUJ5w=PH0uV++ZGOdHCRjqTM?Ite+5rp znN!Z8+}673iy)Vvr7-A<>c4GNjbyS>*US%JZS}6BgVdmFt+fTZRd)+l7kf<#nxKi# zwndkAQ=@LF0>pR6l>`H9wc_h?9j;>6(|6f{5WfTp++G)_h1i`kx1eKRdHq z))8BD0q;}XQ4`77O1da6zn!LNY3`v^Yy$xih4UtPB&~pPB+A{SE9E=^kK5|FX&5!U z9CR?B#*i#dwmypCTtYl5oJ`3LqZatYSviFV2l^7b`S$fECG`A^=Uz)mD5;E{quYf! zXI}uAjjhJ^`gDE1MTyRMIbJb9ByHwuQ?kV9izg?(Hp>A3n*k!RPQ{(&ej2$K!X)A+ zXqHgBqfKc&dFW_8p40G9Vgdjxn*C-4E7{4e)!Qz#*6Li4exepkWtmwmuZ1cW*Vj&` zcY73&ll?Y=TXjiClCu{8!)1)#C%=|Mx03&ZUX8mlcKulr3jt^!L77Fsy+#2Mn|i>f zUc(JKMG(x>Rb)_J4?*+7aM)dJnY;8<0{L(?mn8x!W-cM%09KGGTFMWT6-uS1i_$W+ zj;%)3D^*2lI-i99B?t<*d7Lmok9(oXZRUq`+E4e#RRW--!J5EZ?cUIGPb%&jfeVj8 zY|e4oT`IJ#Ej6tM5kuRI zvu8b};l0ru@gpJyItic}p-0e&^&VhD4AwBZAY@PKsrA*>eDjoHQ<=R15643jJz`_y zx9WBD?x~iEEP+C>+qkI=|H7g6H`l7w3bX|*(g23L0@nz=+%tH8Wo`IQlOmDR8MeCt zKSNJa`+%2lGr@wBdMm{U<00RF1#7=j$i7WkO{m(`Q-|^vr6f!ie5=rRU23K@Sl(%4 zFjwa~eSVn|9}n~a*hSgZx4&=3xOE;_1yP~|J+Fv*8V5 zEkv@fV3(=?;dhLEgCOqvd6!M?in_^8Y>Jy=HM;GUW6cHHJ=DE=j}YGZBIgm)7*DEC z3yqijEvs$&R!G8CZwb><%Qoi09bH0Lk$ybwaMoF1C5tg;Yrye3U5Lhl2d6 z#n)Z!O(byV8-fb;dka7wDDfCaMfw))ij`Nd7TOloe~WJK15fAcpbzX3V2TI&SKPG= zA?L#QzL(GMm?06}8y>VC%}50<$P@C`%hL-PE;hb|k;~D|iJs z!Qks7zWmR*@aT04l{Vk&2ZWkGaEYHA;O@Ex3S@p znF3#&pahiLtjo2(EnkgPO-f>LM^R)gYmmeF#RgnE_)_z7pB$GXRYD9XTSj(5{p|;Z ztVbH2ozcTZ7pyvWdjgr6=nB7$JMHh6i1_Rq8l^au&>A#&;+4(fwHc{R{=9A;Fn)o~A-rQRp71xm@O zPu&UVKjMHu!MUU>~Y z3*XLz7P>$TJTg^p8<453ydagd#gUV}~Iuh$L z43-$Y={6;`m~P+RyDNVDCrt_TK;^Z6)waJ4L^~8u`LMPqho^bq++5%O&gW|+aV=-m8P)W7f}#gGL;ek4Ok$)8RJ#beN zyGKaV5qdZE1U#_Pw`%qQKs3BtD|RvMQKCn2;N2Egggg& z7!6n8(7D5^-DDm`DT-fVSHP!>gjEb&6X!Wc-ER{vTFpt(`0){Vkf|t`id`zL{V=3# z=n5K}c^$vbe#lF>=hv3;ZATr+$tFokG5lVaG)eu z-7ze*T8T2PM;B9YYSPjsA}$r`<2ZM}#~AoloIG{9hhCnR@`sM?H3kO>Th0Wl zR?(l8lSe_JR^fZ^aMhtERJ*D&#t{?IOmmOoZt6E9+*?db!eIucbboj9THPxZaX1JE z8%lv{1wn&4!5toT8{-%zDZA2zWG_|=*VSOoa0t7Go=0YUz2DJEYtTVKyl5qzH*f^8 zT`tNw0W|Qv-vvPiem) zdh}qOPt)DFaS{$VOQwT)NXSXE`f#z+YgwJ~I4w?9KE$S&-(h3Qg`Z526L?=(98Akh zIk`1Z92l9{D&>&*{dQ}&2@7qOk`T{tOFQb6SgRFQtmOg;%mm9Dzq6lVXhCjUWYHUM z+qhRUQCeWPpZ3C89(4sfR}o$`JUYl`vs<{bgW{vn^IAxx>?P|$M;VNo&xmeATZV_4 zNJK2!qdA?n?Km{Lc_1IJZ z&UP%ivv8uXnRpouEppm6widH^b@m?*kADIG?Y$f!r&&LP*H1e>^iI=@9>jo7N>Trb zYB&4a()o2tvAmGLTOZuNFvnCbcYS%+g7~IW5r`L?dU9l`|3=lh-Z48i^Jk}bDw;zU zDm!!r6S>Xnl60$fCx#}5iwIVtbskkAp&CVw-Jb5qcB{eRGPS(%)rwxO5A{YfS%%-A zu+aN1o>ZlP-gT5Y$FSJ4tQOy9<~u)fR5c$#hvgd%#j7!Ge-8^J*c<~<8HdUHlmb@P zsr=P9YA!5(H1^B7kctEzOojgZH$N0Ryed00K6@qTbTR6+GJUz8K-*>mV3TCm-f_m2 zIv720tw1>Lgp|4-lV(8EanS?Xp!&z%%yO6E%^_xEuP#1&++YJKq7&pStv~9Q#KVI2 zYxu4g1n%vzSqU@nS~10p%&hd7#s10_WpA8>ROF{QIw$9P*=maALBAGZ^shHQ!$WZB z+;fwB&8}Pd8H1XOv~-VFpcBF`AYl;vd~B%XnpzVMIA7}oa90yv^t2({1^OAjeQJ;`{FvGYJL%;*(wW)MxB zBZ!EaM*C@Tr}#0j=^-+p-$B`0Khnv?1u7K>cWP!TVw($L>Lm6_o!T;qfbZ5hXkYA5 zR}w^=uv2P?zo`mS>CxLPPCZp~E|4iTI<<4i5LyJUV=)>+jKt9s!8;B#9)r2o6F#M zjdYmK0|XUg%WHP=DRzqC>NRB9-Xj0K=$k!}+G*PcJc4}h<~Eq6>I20)RGifvK=E@5&5Ct9I>bd6eUx{EWrmKI zB!`!eIL~Xp%iANj;{6FtDg3KKJw{E_r3W?w>Idnq z6le>*@7`I}8_pKJhoKB&w_Mb37pz7c9c((RYm-sS?SeY?NTHsXR9umxmypNFrQxF5+w-+0a`g_j*o_M**Uf{}oyqgv?1Znbsch?WyR4t62FY5We<3ToCTXwf#;3D0 z`4H$U@qC7!FhoJ+=xgmszk-h|Kz^oR6y@eo+vx&#GPQRMu^P;q)^O~WtNB=jhhVM8 z?ZoS_$VIcS@{s(`k^!h%y5K!b%B4X`o5W{3+R44YIp5Nv4La_7c${4@8Q)r7L8!|0 z*Bz@Ud$y}L&lf=LlA}8FR(n8mul3<@aVq4sSAf1P-#u$y7Y`=|%!k+H)gzcZj#^~m z*4uZ1HOjkE*aEw_GL*x!mHmBlRl_loCm7-a5Fd?f%t4pU?X@bI&AVtPJV$CDj}a7x zEG`ZmQxh>NpogcRVYt3`aC5=Zz-hi?6%nSMq8)(x@cM2wI7urVxJ_9YOX*GHymoK= zE@n_`?anOgEIBUpJ!B)*$SO=u#jL$Z&V`Dv8FMKK9cI=XGEr7;KdWz>-{ywkhz=2l zn4IouGjx_*Ojnjd?BYw>UioLhu02H0!}P|k+rgk#p>wCzW0aBP=~2LkTGcPo+l?Bu z@3~31%1Wx6t-v7{#Ttd3oNkU09F9zF(na+=*6Vy#Q1Icd<>26^wZ2;qT1~e0aFInd z>oG56)WzDT+ead66$pHo+9q4EXmQRalj;F0HNO0FYBT zX|_HF40E5ld}Tnhh`5$BF&)G!V{J-_AkI4`H;(!jqHmJMUBW|*QqsK(H^9>JSZlPW zQ+Qa08k>$-iHM~@J<*y9xy8Kjz?r*hH|+VPuxW+SKwOj5 zT3o~S)`=!C^VP@(t>+eRaz8*9QD|M3$ zX~|Yo=IdmZi-GX@T8WVR#UgZlSND&!x_2ksHUZeQl9VpGx1DZn4JgWm2m=`|Fu|7Q zYsb>FIdtmA<;@XH@4Uj-Bwbco;pfr6lC}Tj2p>n7Bj=X|X~R$degO(<;wMKJ@7fI3 zIt{4s{(p@9c|6qb{y&btQYs{sE!o;-&pMWnRLT;vW?vezjdg5eMkpnrg(TT!H+I8} zCCL)mm$3~Y2E)iY7{m8+&Uu|z=e*AE_x{{&{ust{yPntbxE_!DGJeTOHbZeHyDd4~ zJ~12q#UCg)N5h`K>PS==1_A{6i=iyc7Iq$58<{Uxo5k5$}PDuJZi#`nn@ean=64l+0udMz6aUfT}^%1D3*l7jZ z$O=TYgmRa1CM&fm8??)DdW+)PPYBMk%-XV@O%S6D@T->c+6mKIGv)^HXxG09B&2+Idd>&xZrE z{PmKf*}~J3+>^)qE>Cyln-oh9%*3{1-6zsclLEmCBOw-nJqs>qZbuH|pii)4lzTS7 zCWa z>vD7vHL&;n1)g%Z;DUd<5O{)cVNgc)P;%S{(fqsT-9CF>igF(kMNW&XdxkVWV+HxR z?A-u+_2Tbm_$)65ATK;Y2i-S+`||7Mt6&YV)Ppe(%%v19)C zg#onVQSelA`~6Rhdneuq-N~b+{B7e8BA&0JuN25aeZRk#;L^L+ox2wVC*46}G2`el zpTEE<|9*SVZ-IKfh@8l8z=9txY$oN?x-aDNV@mi1=|U5KKj*(1#1_CIxS5Ve{MkDD zU6-346zJm49~b_#p#I{swZL!R{n>^l0B_M0(s2Iwhr1oz&4enCR6L$Mpw|2Uo4x}M zbiMf>t)dWoyrCj_z)pcMqEc|Av+1wW&7W5e_5&EANP*M+zkMageP||M(OPGN;A49H z)=2-x|Lg!0psz7^hMWHO_CCVt)QG#b%sAM+3iSK_>5_`9#ruC=>92lr;LsP&e{4FY zCXBN#@4w*BbEgJz(H=*1;*>`A>zy6+`?>cLr$#B$?vHbeAeSa;n5(ZcKQ$I~2C>0k zY-o0TD2APST8+|o*YWSj$qqfxLx{8C#G;eee|%>JxTBdwsg2XW-@$*}Rq)pnDb(q& zx*5MW-hceZzYjedzK@4FDboHsR_Wi-^lu{@jF59+gh;SC9{l&g|L#)%)m`qK2lspT zkY?#`ZTY`CFqkiF_hBZ-ZVms}8UDwwZ}wp(r|Nq|{yu{K<2C_`@AN*(MeVih|9<4( z?mGD5KFH=~k#xlWe&pZo9{|o&3IDH6+H=tdhZ()!3aggLV&;;(cE1;t)hq1V&x`=N zunVYxyngrT2`8t8_iK<5YljJ$x72RUm?eO+FKwl*P|yZHSG`LO7W3^~dpk-g1$ zxJf&~&b))}w^8&zAMVZrx^TX}n)KGifl7~qBftT#JxK{7H$382_-GF?!9^nAItA(B z#P&p3O#t$tT@#9<44KOcqMpP^ZpANRwVSqzsGUk6I@Owl+GaqMk`%?{EC4l$wAxKI zDm9|9@z1s=l5P`u-hTU6z0=P0d*J_hTQ+pzW3&~JLmNFOn{6e~lRA)R)>gx(;PNnI zYuP{5Wjqg!ZAIghodb;`O36%}DvNa3ePYeDxNhG*us)&MWdKw=v2d@SEif)gbNjdq z9exM1EZmopX<-qo-2{S8yD9T1dG_Px>e1OGveeg&-zI?n(VI>@Pu_=i?$`D=mQ<`8 zBRC_=1OmV%_}qq2kiB?^q_VA5`@t0`)54VU(gio41 z`-vAo601_sPLM9+veK#m1#2vRYh}9JM(xPpi)kj;;XVdXk}gdV)jr1CGu}=btI5k- z1^MUOrbz&@umNf(!k4eW2WP$~&AdAz z?9ZC0P%}C2v~|o)iI)gCQ#hgd^H|>{z6$Se*UZY?E0p?cEoO6Vw1v$~qlk&Vmbxl{ zOaN2dFV=6EH5=4yThybX_FT%KAX%JU7(UoxmGPqbf3@iEe+$+>b!ROFy%qVC$DPBzkj0w#|={(^8z~qooef z1!k1kSW!d-w1#Y|7`R!Kx0*%C|4dq{<1hOt?=_hHI-9$j;*TZE6$ zh{-|u01&V-laMF^h@xZ5VxH9Qy|>XJ);>`@Ln6Lpb1`e=s2QUEOQX+tO+f)XZ^rWQ zFJ-fmhdKKRt{VKRE53pcTeBYKY)svpE}4GU&%|dHF!!kf+Ga$Qbeue`{{y}{;|40t zYChx0f&%+Ur~2&)Ef>N@jo@mfYA9B99Z~J|8sq^h0@@Ya9?1HNxWSPG)T(4G`;*SM z0&x!4E@tzOY%vK*{5`1rZI;@fWy8YPO5lN|9zrC{XtfT8+N)?NXcj6J(9M5Sbt!4 zbNTH8!52{lJ-AKr2p$C~Ccgte)?rB{2>!qymJn27!h}+GWRte(VffBg04iM*BL3)O zKfM-po!UijfvX;B2a-=tXF@l^xY53AcG3Vr_FhCZqpDcggZ)`Ok(#S3Z(Dppzh;cPo zRY_D~wd7l`N0U$iD=%#h(#p(;tlzJzn85m-_{)XiZ!;_L6W3<_VhZxSq&$CS!D9E5 zz9+c`PCn@Su=RzhaPUd^Tfz#9^6Z=oTQ=UWp*T?mL-#-O7XP_Uym~};_e~BC2;Wer zqE+&38&_cJ!hS=as2hu=iHg2MyuPF48R$w#EMv>OKp`HvvR_E2_bM!3v3#sIok(7) za!|UG!ma=9Ed)aYz^d0Fzav87~^XC&~ zv>)I=&Bh(5Zj&R?8Gu9^r-}$~+g_(=*PGC?g^67&`v`vMq{+_%3Og)Gf+FnfSsawnoA`Sx zf{f18LN3!ZAp8uKIa&>-uySE6xAV-v+$K)%DI@&komZdjqLmlMh)|edV#<2wli09h^KQ<@&nSC==FM-F5R*Y;oiSb~2*p-G zG`OtiSKX0fWCEqMe?L;%-_!T!=nIRr>RTp>Stz*4WfMnbb*hTlx~^+r$>MvS#gSaR zl=kg!-!?weC_`8o;l->(mBB$B^~=Oe9Y-^E;TViS^7B1k*Q_$Vzff~u_KE9gy4-n% zO0D=FwD8P6k=SB*lHQB`YQYbB*73m7xBIjbCz-!7Xi4E^ewdR``K(VVgZ1f6epjBh1(nhV%lX_W6Orr6ce5r+E}D%mnAU zfs{^i1-Wmnsa_|9uTg<50p|-JYD95cd7Jk{TTu}Yb z)Z!!3;lS?wSAz1~0}EYet>J4`UbsbXa^Jc8i6zsmgP_@5X-AG#;4MkEZE=O(b_eo$ zvb*g@m#bG=_ZGUJ_*V=Y9By+Tf|7mnVM(SHflozEDz8+`3p&M*C1d6DHKw0WOx^#|p-l~Z zL*>rCwQ8T`>f8EGbP9PyVX$^+r<|#e)Rd5w93a`fA&{fY-Mwf%Jt8dMNxy2Zju{+7 zW+j-7m8w%7#Yz1W&Zr0A_ctj>{>aUOQ+gMf@y0;p!C(aQ7A#(qIp zgzlIRFx`ZW?G(tk4h)wQRs58WshgGYM=KAEMe)c_R#3<|w;>DPF`MCN00;6Vfh0|9 z?cVN@UcZXuC_ejrS{ooEej#o9J!KcXKe*2@UYr83qs1Ca{z`ZhFBKqgn7LRgskj<* zYoD%^S~2(P0g~r%EURLch)HDs2r=FAavZ3v4r9yPMp1&e3hjgn%k`L&McAkQM4ly7JBhefYm1oi=$MBm~(kZljR@UV4mY3AIoKD!|rTK}G6z`pJ| zT@X-6*ir%Oo-}Qr_|-ApgJlzN&1 zKa@z$rH%LgA|^33dy55)r7La#OekWUo~K+A+BTBti+3MKikOxSUcUE{XE&TB-QIgC z(jz$%!^|yfnjEddkp8r^w3Qctgc+uq1IEkyYHL|*hDd_CL6kCA?qwxtnlw-JZ7@lY zN($Tx4Z5X2CY@47S5A70%V*ZWQH%Y4Wo%ykKX+VO43e;08GsHhuxJo^cztxm95Qpw zkxS~I3ymCs?)8z!+COU?y$VBK3B&=gq}ivDr4m5MGXqjd=0*i20W?Vq`zqjBu}R+$fB2q`mI0>J_%+s6RMRw|Cap*RFUH zYQa%V_UYr)OC32zc$W#Xb+tPX^~6O>l3a{THH=`~Z7+?fC8DTPUCFSIc5n!<>7+tX zD*U%{_VphI^kFRgj@!!-SY{>9uiVE!`8fu?Ll|+~m4kkHayOG-W0GNZ#z13%4j{c> zL>- zG9yn%iNF7L=%351;GMH~rQlNv9l*w^O2S+1AU2isXcXTCiji6b2nj6@Z{#tp-3@5C zdw|e2?V(LN9t53sG9Q_JQ38*p=P@-fR{b#;l9#$JQ!~Jn0SNdq;v>v>oXQyxS#$a} zCqzLfzBIy;B%x{%A^E0!$*$X^WFq~y{^|9{2l&lCNINd9L&jD(Zw1^-6e?dFtm;iW z?5!r;2;aRylKiXe`1raf0}mzO3zzf{){zQmDe1iX+$4Rbjqy$onqXJqKV_Wxowcrd zV3{2fMkHH|EaKc`O)(hkA+^*^_>Kep)#gYp=t$jOhtF4=OrAef??9hJN!YQ=s`|OTrf%x8G_` zM!43O9vkGP8bLq6s4G1*-6|3 z2C+lm{Fc-FeYD?+s4DHfU#d)h;V5!9atNT7%v}0fYy=Vk%x-n?rMNerbl9vchSs$l zBa@Up+$Dcs5g@2BJ6n6Cli$V#kllH!XxcK) z`j)l@8!@XJd6*n^hFn|5a$GiyVbRXKnGavZ?7AJoB<4=s$}7(st!>e;K+P+$m4Ah6 zdBo?{DAw?m{G3gW8Kr%^oYu<^TUW&K?$-mQ7>AqwKA};q)v{dr5J;eq6lnO%M+@bACIO@>2O(y83ZS z-c9NPb&IH)95>UxOM0p${LL8eh^&R6Y6ccVmpF$X$>C|0%4+iil&8cCO@T`bP~5!2 z58tIT9SAWrDKelsVoqU^UsEo*eGtu!HHy9VdMKNQ*9qNT-jSLjwo}F6YMNR^%T=|Y zW~W5=G0kn>LW;?w?j@T={aI}gIX8E$%UCRuaic{(AVTvD?x&JnS#va8np2T)KJ9Jw z$XrjhqV1ZLxubFRv%{(5RT8o4{QfOem}F$+X?caCv$Ri zdCuc)xrT#ObcVU{6X3eCD~r_SXZ2*#l1O{6j50cHNv7>q)w!a@gB0A@u{F%ae^MHQ zW3ITHhGGRz{`6ja8-mCA&>jL=(Ngv{POJnf4kb2)DlUzQ7Y|rdr~e z6+ub(;5^`o(68=Hb;n^C1LrGazoknYkeRUnf^dt}r8?h50urAHOWuhEfd}l2ufE-c zm{oBPbEtlvedHahSN0trhv;t%BZfpk5L|SyZVz@wd^r(jVIdVnTaP0#nu*7#(tvi< zFff_i(LU74XdrAI57FVHHjxY;tOh!DgVUrq_l^Q9<4(p= zj7#_E;?xbdoi>$Sxu4jbg}&vV#aVWWnU&wmMUf{}ih@+yVoA3PpXIo@HZ(<|i3JMf z&W;|sVaK^<>Gj2=nbkAIH{b`KguD^j^`9f;Wf|sp;t=C)=MWo%DofkPNIUp!%l7;J zt~n%|^%I#1tbIOmOAM|m6=^B@>rTES(JJI3KqXrbpx1O*Ob)zeaw|FKawPYMCc1H~ zYXY*yCX`#?K|NOur@@YMBvw%g6qE6713(vS4vtW4qK6u)Px+Bdq?5|gyxTnH@q%xa z{B6y4i8t{IHI%ekmVTzV7aIa@Nuw}Rmg2?@-vsH zNl{l%06u)6z_c=@(yCeIIB#CbVT{YrWZ?d`xMqnKklM+3V=nW+)|}kB{I^L9evsI7 z&iD)iptu@muLIQCPzu2T)|=T*Hsu+97bG@`B{#2gZ4Y?}ycjDC+T(pKk~(Ez8}@<@>tV69L%GvO za_y>w6bEi;P!Km%N4q@7Ybb-zv8Bvg5u77_OPA>_ScA5vInAp5!l^E8SEVb@^j6__ zy2gtqYU4@>uiDX7Gj$2kWp0pB_s|jJz03^v4!c>2IU1T<@*S$`dl)nSgmQD_nO)xt zG4oA6JlnXbsc2>QnqNRDu#@mZHgNWA!UUlurB2ajad;Yb7BM}|sRrS8#6IeN&i4nR z7BAehlP&&*hEvBUfLB*lhua9CmbECVNFZf*IxV&EsuouLiPd8mMx(sIS>(HQh~;?g zYq#eS*t&oMN?3{K`j|m?l^Ec^ESX~a=(`A7|B|%0V?%d$nC8i-IKWn?2si^HaPR4UJ9oj!QM_=2{pkCPgQQs2e=X{|dEYh=W?Gn>(lv)Q`{~1yo@w5wJqgC9jELa? zYM57IAv{E3zWh$`&?Xyw7&+UtoxUWtJ~?LC`?tP2FrPVEmB&#}3Pf+?4w z+(_=MUqDgAeKqD&rj`ZtVaI!UVG}nBS;?sO%VNE}?nZt{LF-Yf_jlksIN&&zR*opp z!nSkcapH?I1>)gwK5tZ#%U&5XzeH=lev0l$o=IwT`$w4(zDHE|405Hhh}mS=Sa;mF z)Ec#%M2@lDpygXPIZ7lC8%_p{KRVX!i81u%(mPU3iOHn(G%!7KHu;$AYlK<13R<++ zN!pAD3VNfK0n7e~PYuqf{ ztA4q_$PV)=RO7c*%+$LO*65_{K)!~DW<@EkDNWZcsbP9CRzVo64_R70l9(6}wuw4; z5!+dEbD9e_1IPFgYc`x(1MMuAG}R9sSi6PF6qc+SE1FzQI_h)2^=pBp`$Ws@3r4B; z*)cblF46m_MbMoDFzRE<5lH0)S73Cv)|9mX^l&g97U-Fl*94^44#ltca^$G?3C7Q5 zh_o7C(XG$S7d}xc#-@ZAZ_m~6mtRSls$=P=dCpR=I$6+vvQt#?Kt|CPZzAi|2~i=} z8Fl9lb6JG0<&!ees*Ep$&#w1xKexe@q0ya&OSxopJmVqZ226$Th3m7_`tc^9hvy5y zXU9p^s2G$ubk0atjW4WVnRz$HnNKjzkUp5D8E_dY<~%_VqDfL2UK@q@sgHCBi}3)( z9_6oaUPdA%Ccq1~v|G__nN===CZ#GTcvwJw7AA3dlWhZ7Y6j-uKrg7@`y*gGWk#Oi zeNE4oOtJv;%k16mD#X+}zM9**mA-TxxBI~vUF=pz?Wh50^)0{{C6^1$1*m`oU9ZC( zi09@dv{xZ`vEo~cO=~LmR#jFg+>OY?I5Gi3ghbE1VI ztsu?ve64u}AaUg^q5bDyPs}7lR3_aV$hROuxUP}RNwoAjgst$z4q>XWu+x7QuDO~{ zb-A|nb&3NI*TriBV;W)uWwDBA<-HEq?viLS^bR!w0!{@0yi_Uj6YOZK>YM|De!V8l z)6l8^OeefLMSmXVp&gF!i6Xzn`jUrAF*V(v5-8C6{F}_PFARdsBhT?zTsLlmA0YwN z$n!}5)UCgG9H5@hb^!WN&^kSBL57|&CY4?PLDAVX(vNV~rmABS{Sjh-2Dls7qN75s zw#23-TxB<56h+CBsg}BUailVtSmLrq|4GBOQ1d1`a$@m__qu8Q(L7)9x%^a-dfC|Ze8om1mH3cg=Qip3V6Ha*U_qXft_yDfU@ zgh?PujwNcu3RMyvduxx5;aXoBd`nhIi^BF87B#ZWI>pa_Y>k|l_?Yaj(mb3z_#%K_ zx7+swRxEpVCVI=V39S)%rhl|_uZuWUTkrmWRp3_OMnq!E`8CpJ=X6acw)Mw3HQEER zQkIJ!{jwLJ;{xW{`WfjLYYJ<(D)BV^tz(VKs2GKA_Oj%1#YgU6w+13L8Gr2)rQoY0wMa$$%{f*)t!u+pk&??fPPzYRL@%pB zK01{&I(-Q_yZv*I9Pd5pn-t*m+|*X#IDl4e@AC}vYA9n=@^C7rX7#b4Sj8GxUb-;w zNnJ8W<#B`+Iy5otMD$?H~4o8~$9=`kV|q#wD4d9ITg-_V$Y@P>SDCo*nN z6_bR1y}N``qEcr$0$3E#P|IH!_tX$F#Y4Cd!$|P1aM$~~#9hbN`On;c#>HT1K}Ux{ z&i_CFoGqqj`*DW^FXYtsFSirGZRh5h8)wfS-;ycB4RKn{TdRc~S9D~DBlFY557-H{ zUhj@;XB>EX_*pqWr~)OlWdNu9al@3_S6T}tM52;_OjR3`U+%}a?Q4`kYWNQmfC9b% zA0dGo+&-n8`JD$|pPz>In9?5}?QPwf54>^$_%QZnMJoyWFAkTBr9-@3e$H0l+DWZO z7B7V&Oo;XT&3bmiw?*S6Ehg**{c>RL>@7yRH@S3#<_}Ak?aadug2d8lErUg8@&*lm z>)Xo@avmilMp=-cM)emZ(d_D)NKVE?gGch-}D5x{ak7W}Jof!TW1+ zfg<115#D|a_dd_N+nOO1ObLv&^obYh)V6#SHW?sFh5;)c8IW-cpnGND?1eAa-?!>m z8qW(6{Rw^Q#sF?IX-b=W?*R;G0`kVXg^bZ`4?S{kcthAXg~PlE#)N?q^p^J% zQW)hqY*=m?6;Adwav@qqHd1QX;8to@&BSX$f8@ZP7)o1Kya-Z)4W`tBSUfF@8S@$O zoFr%9mP}C;bJFAdA>`O|bB}#FNeM?-It5juLc(vkUKp)I^w~Xr5rS2)@`$ZOhwg4; z58Sc1N}^z}IU8BgL|IsUdNFTkn)?)V#Vs%cR^BJRDEn%_!j$P+A?&pznZT>^P670|q zbDBTf#A^B?si#eK9;9ra*SB&JO3?XqBj%+pP}$t$160whNTuh~_~@n8Vb=PuASf_h zeuMeA#%k6jTsv|f2~QmP4Mr@A=(x7gC)N41-{9%W$p@vR>V>>PjoqECQCq0nHc^#$ z9y~Pc6yxK&MGThnvvh3rjLm_xaI!bMw>&y8I$Y5FtGss~VJ8rOsuSbwW-9=(|GxJ1Vw#*jL?x>uTH ziFqOf6gho5Q&~{>8X)DzU{B=|sz2s7`D{_8Qv3)htSr^TJeHxfjWlKgoiBU7P_{CC zA^JhCc!psgeG1(hy!qS4nt{*~hpAR0W}#+@)MBA%J|!mrkimpn;&Es4#MhdaTIHkc zM{QNix-c(ciKgXF*rBD3**SP3*Xy}_53O|JoEnKcYMMDcCoL}NDB8@3GZpv(t3n)^ z6FTE?+HKDRM{+7R`1a;?lym}PM_`sFO7~W*B1Yvw+M@9|)Qf9~{#(P&*uU4E|e{TR0 z^NJkG=H><}i^JX>J82#c4GhmW*IBn09ELCo6APHBAo9Iwr3uV*9VCW*AVp8#jM8sR zwtpQ$&$wwA@=`JAHZTSp{TXL3#k)0!DTJ=+*w0 zE;8(*o}>9z|5^CC!$5a(oFn6jk`4cVKn{W*a_DwBO|M+aEIuJ)ITd`c&Maa^n_&4p z0kW4-qvu1+kMA|V{G84TKvaC!+4Gs&=>n!A(HnQ`l=o9r7QQG(Tczz5HFS-bn~zs# z>t(~ow+Zy(?;#_RG?ULv+tS%f$l#G}OGxdU@7Vjt^T&<3tXtpd{ZOAOx@^QX4~161 z`oFvrNpb_7by}Y1SA|vQh95yfd8cK{#?2n=zhOK$I?K$3ULB>mYwOcakK(V|q>UJj z9N{lgd$#KykJD@JStpHK=A`AcJ%q{+6dL29wsUPJ^dE0%V$c@(e%)zexMF|-!rf|6 ze|a?5dwwm9TL9CHTQULluKiq8X8!nj2z$i}yD;way$&9Em#)t!S^Mt}nOYgy4?bAlq1A{J#P94Sfouaa$;_`R0%Zeg39yzZJsf8rP6Gy$!b^?7qp=N-ioCOb;Egp}7 zE>spi{POkg%995TZiEl)lACR*bdbU#Nvz+pt*-OAm>N*h!$uVqmOL}XxD&$HlMw5H zRswt}Ng)qHwuJPr&R9!8=cOC4@q!c$F1bfV8B(+&f|Tna(hDEdI{Z+$)EvY*MOun> z^u==zyW8J-ply9loX#Sg!j`Ru33AAGc3}NsSd_Ou6jVxzgdg*di1G474 zruxzY=v2r;^9o1`YBsd=Xo*3^<3Y_PQe}p1910$GU7R#1b%VF3mL}C|KfK1Z3tROc zTdZ8lWC7yVY6{o(@;^V7x!ka0KXC0?hx;w;~tlCV1}4_SJ~YQTSdO!l!cC>iNWT8 zT0iAf0@}RRV8CtgEU>l(UKxB{4jh;D2*wi!JXUK2bWwrpk=9c`a(c6%Epe|&2UVyG zOrDcJ@2)E4tp_la@bOBfu5>-gqQm_qUcD4TO5plXh9IhC0a+D z*CYpaLv86etbwuPo{=SaCpWNea(>>p!PT@PR!!CyJ4TCe0lLbM;Mz6Fs;HDUD;dX zk~%ncgvqL<PROf8zYBRsX&thkz7cG!{*Rk1^cLGP*Y{cOU z`E&5VIr`2m;O3OaKCg~c?&e$q>ig`0KSDeAO3{+M%M!|F<_ z-b;w<-p^+gU(s}C!$*FtP{}8als(WazuNN{wQF<#v1@2;>+!r*-T4aqk(%kY`h$j5 zFD^#&DrR!j1&>~&3bDp~41S-k?Y*$}V$^Rca^;sAd>W8`9x-^JrgQsI8cdqR7Fmap zq`Jq!+lu7i$pW(4I=n{PTF(cgWeiv7yOUCMUp#MNZ7d-HI{|2{p!!or zinE#ehZd>#XWfkY826$S4-L4TDBH3ZHGKhxypZ@&e+K>#lo)$bP)fA3JZ!;3OD*WB zuYfgoF;CB=9w{C(c_Kr?XVi~Cp>&S>J!&|T%a5TA8jr|%uD#d(Qd(eIkSX$BMP1_q z1LJA#u6LC8-$Z7Y?pY>rSNovNccXJw-%LXg1Ja47L%yAR&O%d+VGw@a`;TFFPV7o) zTZ~`<>lNK(kP~H*JKp%PTD8{Is(8w~X!!)PtG!afY3;P*qk*Ev!9U`*BRE9gH7EO> zxqF*6L00UmeRTv!vHU)IED)-1h!^=K!DB05cnL(ufAv9xMum8<5D5C#@^ z%&rU7XP!2du8jQT9M=*ql-f7t)p_gQ{SWhYbacZf@;{|s?RdXDld?r&|6IXrg%3CU_F@z92*TIu9MCKU&}X2gH9)lCic!#ZvWV`Flx#E(DY}{aDCR+n za7=IQA@LupKfe_)S}u`*kx5rvanUiSRV~C6wxrrcilcQvG@W^GNPs_2lCw3-jZ@?* zN8Y7&O`2i1$Ojic7n_rb!VdR_9JBqcq78D=K1#mpD*Ein z7<28}ao!h3dmUHDsF3lG^(OutaRA*xFM_xNj|c>I!PjFijm>Q-ZWw1?|L$t8`xD?; z#m=xGl*BMaKZNgR6uC$v`4~mB4mq>V#!YJ{TiE1_6ene1Qj}t^codq;1*yh{bdc)! z6f*)N*o1S8rgUewy_jB5bvsYHSr@ojBq~ldD6b?4dR;aw`C7IY&>U_Tw9cB%uQ;`g zm;Go{6fIHYG9;P%YmJ;dW}~Kb+tP-f|NAHZB0oYD6}EkX%@d&O`zss>Tt}R}TCB3C zBI_ip<`U|gn9YH-TVnC(=&Z(prSFYTRp*ycb9z8%Jv{U$k{MY*-CkEQ(X2tI%{mY3x_~*^X8ibz) z2_j6u*|+5K^-r)8v?WK>pMKw;PZVhouD`ST0~(7>v_xI{Ks5`w82t6#9~u@W4{_z^ zH5aCBc7L~-0-q!`CO*tMhXZyI=gLJZFPE=T@MlGa*as_iW$z zkE!juRC#Ehz4apIO>3pD#@mhCcbx|m(|)@!w`wsVAQ6Q`!Kh@Kw;Rk^@`S4JhnN`IjPavGAxrVsL`@pJ(XA zsou}J_x9{oI(7O`eaFrJun+_$@Bj64ww~c@Jau}N*x6R)71Ra<4YIqme>vG72LEWQ z`G@7B ze>^zbA-SKBsu-#sB{e9{fb$gwH3~ z7tV0`zh1%ramY`#{b8dYC&KWTE!^)t^1nY{m%IpumSnyGNBIBU1p5zlcI!mSeaKed zCC$I}Ts(bnoaMsV5e)1NBW0YEI9*^={vvbTGb?WLn&{;d2)e~2#|x2XWR9Nct`JRl z_ys=|62|24n5#FdrD;8{f$P(F<@xg~cQC%=?|^7gz?Xb0oJJ-}s@sdFm-lPLu5rmj zhGe~)H*e~UI9%r!7{MTJSGbH_0rTEPFx{-2JinamIdXU^@8U!*WwX^yu2;}B<9S6t z+QO2>q3mVEUypa{<@MY{n(++38@m0gT^@&iUiqZbQh>4d`WTKytPM)!=#`>x{`__U z=wrOaky|h285M?~x$<2dL-0w+jD@(}d~bJ8p_|~{tL^EwY+GVSythSNDh-#Ns`8wU zu~Zt513EUXAdaA$VO?BE!Z95>#!8OxU1fpl_0tux*VI zaSsXG%q4-18igmqNnOTuM?Wz)89RP4TuS{(f%Rf~GVWaf0V~UNMbWeN82Psq{b{!t zpDDp^-}!6$VNiYi4$GjL==cVhssHEC%?rQkR`=clRXJl7kmY_Y@}T5s#m1;r&@THT zU(#~~UAa^Ls|Qk9cWD9Zlgh;=8SXz@^d3}s#(oD>IF90rXfwn{pw7^<4|(Sr!rFjY z%EQsh<($H0vQScYGw+4h z82V}T%qZ>882|iv^^u|LK13cb*7i65<-5U&z10ce%Rf< z<>?%HE>r@Np_ANUVs7>FTS4`+zxvXhvwsBNw8=?OfC~+k+eLJCzJO|`Jq)Vfkw1f8 zpNhUEA05iK-W~_kgA_vDlYhI={@4pX>Mco%pTq?gn99(T4o)JduhpmzS27Bx!?O z%^#9F#$|xXRlkh#@(4X%ucMjYdHOE5VsIG$0<`C%jPJ)9HYXcNAT}| zc(46J(L^lQ3SufTelb_*K0$+2g1g78d>9Any%|vnv}(uDlBV@qeoEARosOd7p=ZKo zKWVcQ2R#>B4s6-?JbBbj-n) zEM0BU7L!kCIbm z^$^%gWW^Pqxs?R;PrtK1BM2ImWm~H8)h0sBM%d>c_P2iWB=Y(WT2E?uwdYO`-*&OO zxo2AA89xKx8?%svt{ke`nmHCAK7YWmZg*HXsj}$cVYxlMC6=}76)9)D!Y4p-Seasp zD2ucnJ*@&OTP<-=k)@5Wek)IW$>lb%8}0E2&pWXPB9Jk^blKSt@Y z`0$z+T`?9bsnxw5_(8@s&BK~t^z!6vL-t5}!hkSS!sF?eKBw-4#Bxzk8{e8sMqWOh zWqlO7^^!V$eKN7amHQ6Ul3f?yNzQqGa_TvL%9bv0DbAbEx(i$iKdsqVaidMbYW&{ei(O!Ix1|8`fM*e%t20C=GlQ#e4sBjHny^m=}&Q<(=P%gijq^T&RJeN z=zPsYNkdN2(&S!klIrOQ_c1{eHy+ng+eXIuOx`K2uwz^oOFcSWM?|Z|Hs4q;ikm2^ zf2>a$IeIW|!SC>Jao5m>J3+8QsnK41RF~KAz_a#J$|moE;;ka0yUTX$Th0w2 z=kW>I5oM<$vU{&fw%`!La#-TvXmv7EaMK-bl|K#1-IY#mE-k9jy;A^z+`JKKCc$l^ zvcH5}zPq!k1NxxleSln(UhwKHU;T(te9Fl2@?~?Ne_07^Q6mQ|ZyEOzO#v83RPZ}f z9I!EJ)#2VX^JNgX-A|OLwV?$td@HP8B@&9_4~ z^NQ0i+GV~hv2Qo60+y==1^0)ptkiBiyzF-KiGRJ-&9Gy;H`w2AG8frQ-RA1rlQK*K zHjZyatZHxEPxzLsJEr>0iC#P`)h~zA(y)y?05jK*_u4G@qtTTX5It-9+E1?v)o}am zF4R%CF6kKm#;4l{rhAFW$TX4_3giA7t6ZQvfvP_e!Z{y(ZRgczC1Ul~IOEES1~Dpt znbjioiC+_OnYevZZ(&b%H+dFwi(XFM6BV4;V z{mf**q7fA3NA~4A`$a@5xQu{|i)ayf1Ss6r4i?^@KH$nK8*J@gKC!^TC{=V2kx#!x zDipZ3?$BV(9kt<2b;UR*bU=qI^h*+C43=$2G#)Ck#R6TQwrSxwKqQjNJ(_S8l`kUs z!oP2Md8!#cDd}gTiU>Q;>N-DK74#5Px;;l+F=vcx^_582VboKf=)3K;a<dY z;bdi6!bb&o>*cATG%I^q4W6>6KnAl_CqcGtZXDI?7qsJ1Ebvj=Yx#>CkUIJ}tkZ?> zLKSfcqbTVXi3)Jj*avNqbjRP8bBgY&P63hT0Wd?XPBL|pwzMxR9o=NFCc+5KD*5V) zy;uC1*oCe%NAcn}c2nXcnI>#U>P|jmZ{yQI?*ZHL-gTP`=U1}R+QRBN?7n@WU(N6< zwk`2pvg{p0#ireQF)R0k1lDSd-fbJ57{$S4C10ah4--W|m@1h!@&55cwSE|ve*0L& zF_&Gl4tcN9IeB6YYyS76Dr;@3beNVoki~({IvDiLDswkAaJS5jU%MBtQs#Q?2-ts$<{1?XI2eLnlpE5|#pnDA z;@V>ZbkNR@_%3w8?VE#SZc~qZsX`u}{+6gtu3oLXd!`Zs)Vzm}Ncc~s`HQ6!Zlv6~ zmC#6Bnbr*G*b+CPhW5ytD6(vfR?OMlI6VqYU$m$Vd~p8!t}{aRC1H4jt+)7?T~xyM z@wJZ?c6U;i6}x;H%Yv_WP7H1cw=s@91S;&e&|#zbz1Eii{{f8hC3xon>|bci=g z{cce`XG>b6WgJS(jaL4ko4f9x<0hZ+<)(|9UxRr59-iz+ z4XO+xraLv)#5kE-sM44aN%Rif2~TwkHy#pYPY)c2(j$ z`C47n$U0bVm&6coe6PBVSmo|2pdQ7OTU6^l5fUS8rN_=yc?il?8Aw?)H+;jqV_USg zoq`#AI&SJ#*KZicLc5=9kmn(qIqP`tc(q8=Qs#|Y;g-j>bhoPo_tP;iOMC>6ydIHn&WAv_irf*JqM3N9U#8 z#*U^RqZM|RISt(q;JdyxGB>>^Vkxmz&#(RjXB%_YdWblslU8=i%3sA}GQ%KeJ0*+I z5W>c&e&u_XR^m+6C1@*mhF^G3()f>}t53cZ`6Q|vq((gk42V}H(6$yuH{aO(d^0d~ zFVm_Jy`U9&hUEhaE~qgo=SJV^uC=o3w1Zz6CRwa|-@N&7yu_v`(sj?LiT)GM_PH^O zQR8zxt*4B9vmsgdt3R2Eigha=wBE}-NPnDGkSWM|IV=6%53WC4(f6mFIxc3=ym-?p zjmL^$!qEQWoW%JC}o49bE~XTK^w=Zy8nP*6wjDf(l4ThlD60 zDInb--5{`N5D}1$MTfK?B`w`ZgLHRGNJ{4d>CQ#Glf896``PE5=bTUPct5;jIB>yO zaKpUkyyv{G>-Ya(k;r3=X6Jen=iTf{4W7TShz6HoP6ur&^$)?(H+gq%h#PQblO{&?&xR3%ZDLtj`wDYJ^U5 zviE2o&j%>FuOs;0D&0cdx;wi*IL@rzf^se~;~!Ms=rksjk}p2f(#IF;yZ_*;_4(v$ z88J;?=z;Fa#OjPi;t8UuhaOpe;yo9Osl)z6p4G~&iRZIZu_1;QNhQrm!-=}v1a=qb zhlvzFY&joY_UwDv5W0;_SZon&9XpvU?YlEJZHS~W+jNIYZxu}c3Zj~zBIJsY^_tA! z7)szt7#c*xr`q^@K2wtXnK8Y?<9q0&AF%R4_2=9hoqDgGi0R$#QVXq}H7V0=kc`K( ze+Etqk{_D7bwgj;cCUQn*Xcn*U3xI!_B&DI*(R#DJ?)hAKqvsUm#0pKUNOyQmDfJ* z1>90w7BVb6Rxp)n~czyWXXEG^VW}B}8bu`GeUL z31wP;(e@ieg5vVS2i~u5xtxL+|C!qUj=s0MLm>NS3XE&I8658@1jh% z**e|WNQG2VFulqt+>3C!lIN1f3QAoS8DqWuI*^_rN zv-8Co)J!l@kIoCC%rsQ^`bP3H@h+W0*FKC6%HuL-r^2|@)Gfs1w>CGZ-&)T2aAuS1 zlX<#bP8V{$#s2!YyVFgJFlJ75U&caB3-p}@X~VHt1{UGH)q&*k6ZC$o6M~Pg9UpPJU#Q8G02dAk z??@)ye!>@%{9^^}Z}1?Dt+-av^q-;hUP=SORnJ(d>IJjp61Nq9F8+wgWbeO+4bc-x zMQv^)fH1ex&L℞~%?2OnKmid>A|Tj(KOF=}-HnjnmpaM4x6J6MMPLEM6SWPp3dD ze0I0>J<~n3SMBSG4zoGqB4_wLu^;PNBD|w?-6zu5TJHEVolQXIMN&1hWK7()>-MFn z(d?7e;9M@pmZ8G_^2Y^jDjBd;lkMjKgXB6+pQ7yBM%UFYt35 zk!*5l*E_3VE6?BTiGg58v^t_&#u(_cTN_%7T{o*du3kHK3aBFQUquKpU=>?*|EnM% zjvy(PgQ}(gVS3#+3Ee;P2{=c3RJwJid)n!M?a|l+B35S~BWi;wRp9f@^^+zq6QJ2KrI{-!otiBZHg??}p=yeX^{-ETj#aKepOo;z`Tr zL+Mq4EDCq~K*>r}pVXlW?XQMvrP~B5CUL^DliAnw0mPV?o&Jm{5r2y)?pSA)P3B!Y zDuiYrAyAbj!5ws+PCQ(%KTeIvR4EjiFd)?XIHz3f=Tmp$E?@qm&p3MA(?t@Z$32b? zhBN_grHxwscoeM$8li^fxRtEpr!Sc#h!t{-L*vdd-cQgTS_u)oX)t#fo_PP(hJmJ9 zF@o=O!ou5`^Yhid?`p9M{XnfeKr~&L_-=;}w27XUJw`~J-Hil{=#?m0v?F2zEyt~S^U*j5HVx(;|@VDL%W`Tu`kg z2ZG_(${+lOoy;OjjwY_+C^ummX>X`Y#+2sxkrq`f~m7KH7h;OA1$Jf_21#EyaQu^OdUXr;!D1n zyWMk^dt%P9jdbISrH`eT^Wx~snWlv?ok5pUMxJC`Hm{5nUcb#1XnycbO~*yV<8YL%G-_ee zsDE=UiAnsp0eD1hJWzBsId|VffLgu+W}z;hH9=PTsjyzAy2#H6d4ciiMam@Ql8skC zDP-p4DQ2jtKBY0o{}lwf-)~aFK%jf%;l(yfo+%v@h?SvLEn&EQdua$4A(INRk)#f` zYT83ZbI}u7D=^tf>y>KPL!v0C-7ajsYy9!;>v67jjW1Sw=Ymn|U(F_LwCC(*r`6*| zx+6ZBMhbH+MItze)5cZCLM>-d@*T)k+#s9!N_6?5`ZM=^W0dvQ?tK(n9!`ctgOYw= zN6M?U{iLZRj|IwSkT0?GC&ZCYlMgSu(wmME1D8lDoysTPtGvi)VneFs+o><#>&W7J z+@H6CVH2Sq!O7TGkrQ2@A)c34gE1cZ@u^#fdbv~vjArcch`Pc9)*Hhi6~;1to?rf4 z3_eqLW>gwt#a^D`ItUq0Pd>A4MmBYXym|X#YlfCD{i)Sf)1R{tKdFg4DoC_Jpv3Lr z<@fQ}q09QDD~qV@nc44bA4=HYbt}P^Nr%Vr2tIBqw8?(Hu42cFWYFY}{L+dyw!#dl zy|3vN@?riMcjGxwkG%}&atN(K5m?xDoxe|HH9lr5(>X2psr9SlRh{}|gML8LLE(LE z`&;Jxu@Jh=)|DBewh(-aBq7gprDD4+=*_fCh_@&GS#3UyGCtM^S*d8a!-o3<234f$6)F&L4Q1*u@d|tth9rHn(8yR zz-htlUPjjx0$-k~cNk)FI0ZTdxnjO-PamINe$N-Bn|M7vBD{cXDKrKx98Ocw_9Q|T ztxItz4F2*7@$_WNOXA})tqx4oH4FqeIq_p45^{dsOq5hiz-uurc`v-$_DMlJknBIq zywKCv=9{uF5g{TUD;Vax^d(1Y0cM;|AzB zJuJaAB8{{q^|{c+7#7C1Q=&O8+!N=dYFsm4#UbQTv-SWtoM!Qvhi(S(0@C{>m(PO*eZ^m*E_cl>k-X+BBSL0qu}6DVr%l#h7E`5tW=0@ zsltF6m7x!XMNi$)T*wi`|eJaA|xK5WcRhf9V&TMAsEL6l+;x%>PC&yDGOY6 zoWst(sGbnTpo&^3ZpYq5SN8|+t{~+fREp1^kIE*^5>$t8m>NH+KB2r}|5eNcdG!W2 z=U$^^S9);prpZ%d91X*!x|u;H`SHZ6>gn$rk)1 ziiMi{KL~mC_H~~~zGao$29<21N}f2(uvE+-)ywzL@MlOO57hism3N!;rjYL8_#6*V zyN|`B4I6!XAo%p062c&2?a#}kd+yzoXxca+5akU&`9cA2#ejcFJ3ScS|HRR^lLpeH zROw>q!ylYIMmU^(LRb|FoBJr}De)N+ilV#bt9wR}qB}i@43^GEzZxEhIi7mH)koC1-5$%Q9vBWX7*Dr{gq|PQN7c!GZddx3IXUP2j{__ zt2BkZxKFK+)ROpo-J|;iwVWjFT0OJ65e@*TjLq=^_0$vhD-&Ilp{h?T=ZB^4NmIog zRP-iu6HfOVcnK9H z?QA&Kon;@romr$;47Z+Qdd<2bCONpFH@qTyzMTtL-ASWaC%CM+kxug=rc-CQ0ZA}^ z-NRP@pG5tRD-SMShv{^lPlG+c9;-dF8yku?hqj@L94&ni4IC@hxF;O@>kePv)4rbI zktsd~OAmyOF4=@V)-s(ef1HO&%x>bv#inL&q2$(uO*Q2#IpzF~vHVweh+K<)l)BWq zPF99ixdDSLd=7)g<=9SzJWy9f+tXqB__mt1mHM?e zsJyBK&d>6>oJfJnTFz_S+k04zfW0zYj||AwDpwV@DsVmPF)ZhnO{9%_!O;VZ%xX-h zKXlS+@9``GbdeWZ;UPeTw5dESb8YlSb4R@>DN-Um1)KMkI{V|UtPL&?^@6!s03c;D znNi}dcgfc;uMaysA@QP>0 zJ|<^4Yr{IlLnUwYIir9P>NJD!Z6wcd1`)qQq5O!qmIkxb!>Ctrw#i1(>0Wc%W{WQj(KvdMgW_qpLD6MWI5SKAIY(-m&D4GB!j zS!J}m>^kdwyvdbgMkS%ydkQSB-w7NL{;=K$CLb?U{Y_-2ESF7qJmSi|7-7FbVYPxKN@o;xWm7FkVPXSa2Wksl9nTIlv1gq`Y*@G1ih? z@(#EUEUqwRyei#B)HE#m_48T!_~W$d?7rJFM%ph_cekUTYm%=W30a=m>MhC@9nd1)8?R?1JS1cBjr5bc+gu0!frPK^u+{fVkQYB#Pm z67<3=rEEzCNIW`|Q6d7}n6NKOcb07YVSDuf(e%TXo~@QMFbCf=d1|g*ob3k;!}5!) zEc#RHe(`tlG3(zw@^HJ7b(Jz?QW;Zc+EyRjISGWxPAlMvSc6WDRgvwET9bMN+_lOdttgaJXY-*i&_!O{-F_A_89 zW~k+EshnBZXw}@``kGa@p>C2XUsKNo1IN91r7c|2JjujT>uYq3IThbV+L)hhsqg+N zumRJg=LDNt{-x90JPCT|4Zfkp zW!odh`gvyjhYv4kV=6cQZajpmIIJz!3z^meNvit*zh8XA!?P!-N`EGPEQng+19fDZ zXzhJfyo_p)(|dnOrO>z=BEW7?=%95>PPX9P9}2cbd8A-b`&a zDv3nqi2Ub@kHcQ&zWPpJln^*JTepKeay4CXpf_N?^Wu`k-}a{32@;VY+|ZkQcERVL zXoz9d*pg9hyV`%2Z&^7YZ8Vzzzv_@E>rD4Q*{Ic*d7knM4*MBZbNc$^auKBB zZk6^WzAn=5(9dBx5mjDqK_Y0l&>ve5#HEA%*wckpSiO8ndKvzyNbvC*+}bixG=xkP zQu-QRv8B{sB}S){|Ak7Wdfl79F^Kb^8RQ~8H)3u@)r?!tlrH}{@AjmdXrVmy7g8@w zlTZ7Qm7mD$@(ko~ z`NpgM;OoHKx}yZstQuX9-i>_TlKU~hH!g>fEf=cQ+UbPGI>pRGP)fl(HKj?*ryvU& zWilPD^U(ts5g(E||FuRp_Rt_)kOhui+9Lq67%pPyx?M z!oTAxfBndRy!ij-6>d^wrk0Bwf-6o%;CI~2Jq>o)J&Pl5K*RumQnoP&BX*;{-Z>G`D_=jhT6wNY#z8L$U*}#ucH#aF9k)Lgue}Uf9SbwIXgk2dZ#by$ zt@pkec?2!q=lcHASwy(fzp4W(-X3e*Njhk+=uh^KS#OMjV)5-JYOFC<6{o}TgERd- z2jnE>k-0!afv1lAb*#?~&T%HH+{;ha9Qg`0GQZNFxu;$@Z-#A7mQd;p%P|JHvDrsn z)R~CbJPXOQdHK@E=$q+@46(_`7tg#Ggdcv**l;XQPQ`VQZxCJxzitPn2jUH-r}J|+;c)XiUw(ktpKu^H4QcD+%Go&C?dsb1)Vbf&{iMek zi=_LAFr53_N98`VWKyaXCMc$1sGZ%gA$IGhX(_y^J)LgOsF9!jLmx$(PgV4SAX6l` z#ptvaZ55R9PwS!~@*Scs?9wSW+k?nt`t$Ojkv}!ioSP&mk1p>fJ9#c1NAWkH9<84> zxN;fmrD!?@{~qk8H-qiXa<79Sq!BLOX8o#-({6Wcsl>|J)0f#KY-*9x(FhE zXfc3`@2;|5TH;uMWU;$nAU30JspO5fv1H9x4#cx6rw9h4e&#pGx`_{fX)vM9AyBM* z`iRdY2}gqK$0F|QwdfH|f9u$8w?k!TcdZu4-Op}`o&33WbwMs>Q`t;|cNYEJZZC~7z)2D1s z*;6ii;jpTTAzrKblvggrszE&n8;u~z@I>t7Zp|~dbGuv_WE`pz?T;Ui!!D0Ek(Fe0 zFARp|u+lIadcrWz?nh=7l`s|VCn}gfQ#h+H(!ZPpXNoQqgR?V_>l2UJ7`{#>yAQ7@ z>>W$eWs>=o2U<~1MABUoIZeJ&KLXL$cdhqaC_LcTM6Z&+1T_O~BfJw2Rukbe zmwOmQmy$oL+zgONK-k9AYfeN97 zxOhxF+nVBA3TWAPhZhtk+0sn4?5v<_C2UV$m97kT<8F{yPSh#ZCz87@*AIx3tzYiC zdchSL^D94Cft7L8hBh7$LG8xSxH((6N6KHN#(!N_q|;f`a6kF6$lY?pQY}40|GN3p zv(-tL#g_i8U{k}6GE3gogroQD-Yipfsj{Bb`@Za~Ae+SCT~CPjo-Uf<`$pIJVNL{+ zMdi!~2bW?k@A4(3OsQN-oUx}JlWlZr7c|Bm#;BI|ZrTyshWVKa$5)s9!$6MWZU4Sp zD{+6n{0hnNv$Bp$dFj_u`aveC7)Dr3BSUCuB6-6}O(UJA$CV_P0h(#=WELzxRPVB7 z*4sSvq;}0YqN4BkvZ``gkLr!a-gwrX^2aVkGk4#8WPdO@-s#3aa*-mNl9Ye?I+jY7 z$VHt|yM|tS)=_rmUizb22lI%YD6(CxO0(z3NWBitUMF2?z6a&ODT(hhPq>$X>^vMM z?Xm0ATvJAq-dM40FH;5$<^RC%X^plf=mqNqx?Vx6%}BN_e$hZ2mbaT~A*J6PO5gUS zQL7c54@kEFZPqf#iS_^ln3qFOSO%P}&zySkfDgIsWK8|cp7&#Vz_(1~T#_0%Z*-C! zv@yTwvYIJUs{XpFRZLR3g<{UF02kz@xf7edP&ERP4cu(pY`QI$-F9e4yq(2k-JSvFiaC1z84G`K3_I9MHU4cF1rzxtB$h{s+F^zWj=;D_+_ z@Nsq#KYV!9Ut~25yr9MErwhuzx6JkXi6jyzlbnuYUFv>GW^*HEGn=nus3yTSpTXF?u0Hm^a}T5EM1cN#0}g15Gg;YJX{(vmR_|QZT~&_p z^k-ujZg0#NtU+B!+2gJ@$+<3{fKPaJB)ZOzrFNO_9uJp0>ihCoUR8QkTm&u=z8*(r z(y23!gd>ntnX82gjM3`Bo1Wec%8m`Y-3tR$=1*J92pt5;H}U3-KuQyK*%4z6qN0es{w+qRf3eLL%Sq672mfj1NN}d`yQ0q}+ z;_tct!N}98E^nSIXkfzDNSklft(=6{f6EE(#x!UUQBIqi!Khs5rKqZ-N{0*4TWp5|E2od)ZNStYBotf>K@I8a+bwRB3EFk%Pxph4 ztS&SC@lOkaydE%yqv8giGRbuGt1qqe9!0}&Z;=Fm+=A22uiu0!$_eGF6i`G^ zh2ZzBP5u8c% zSP*fFijC>j8qzMD7k&H$HHF*;l33L?*a$pmtTkR(X7x}#_Z>pUzSV>i?V|A0Y^I_w z!nxRe0omAovcgFUgP6^v5F5oxZ-W97iZK5kBBbN>}O|%yi;j1@1Cj3F}Yh_f)B-gJoldh((YQc3UVzyxQ1Rf zSg$v5;0=>l9bO8EV@?IhW=~N2GVXO%9=yHxZJasX2X&;Oe%KF-DB`6alvrX?U`mMk zP%ppPG5Dy%{{bOY@(D2}tOC?j-?`oxJ8j1l_1xsTJt~*D5d`$;g-R?eM%USnbZB@| zf0TPM6OE&CMjjo6y81HYkUm6bA_ZoQjUJ-lR@ce+7FP)G|<9l3t^GD265pUhzpQ*GhzsC5* zwkC-X6>pO9A4=ya75F8!3hZ1hSL@l|_23#|y-G_k7BKDeiSY}L%SGKnI#`te(gZ}j zrg)E8iY{sRD)&qE7X8+m(Qsfbr^26hm5)gD@gbE084COMsdMz*z=0Lysf8zE-Jo7F zuFU!^BO9pnsDUX!#vGyWvt)Q;X9z&Ca#kNk- zK%}{-wRh5tKK@deU}Q(=-_VoAsm}RVs(T*qgfOKZE zrd@#MT46_?|GS2Euu*rodM8xI(Ml?%gcCxB0-Xli3ahSa>PK6JND;kM({}T-I=E4> zJ%JRdxlVBb06Wjfk}9x6RxOHce7Mm~7EVKdr5Lb2++u)Y-{+0^iw68NX?I`XcHK8W zBnHGlMVc8sN+LPWsA$@QAQq}e2plQWAgU5uLdvXIc z=zg#a?UTW*1@mXd13Z|?l4+54r>>z8cby+u2q?TR1oHZOUn?pAhAA;tgz_h zp7t;QQjf%#1FX1HvrmX(cC4R)c1~PEcTB3f@mqX{8k8karWZBz%7ZYdOqy)(@Uk^+ zSq!f*@R?c~grkqq`syLvTc$J+I=5L>gOZKS@A|y&CWX`d)L~z&VAUUtj>AhAM|BbUf}&1k}kNsa%Qs2%qL&V^J7p zN&Z%q{!X4-OWcaqP`JM+%B(|E`><-xCqr^efH%Kv{)!bet4qRfwOB-_{5ECjFgy=p zSrMQ^{?db3#aeEmA`(Ccf#eq;1CyojCWe9ox zG%)4v3#ZaZCi+y{S=`j^#Ae=Dt*EZ&9G}@dMWT}XJ{oj2T*A{~s7~H4@?Bku22UMc z-d-E4_opQVc@p}b^I)JtzE08dHQfZ=FO(RDcNlbJ-uA`fExpPYZq-FBmhpLY^!4=t z{_LF7R0W8maVaILZ9er(-+^PieiGvwWosQ3vYlBB zejihbsqFJx9am?vt)>BV_m*MXoCr6PGxb9}^LJfWi+x`g5tF%}$&dq{SLzjJ)t!81 zC9gj{h+{X&_}+vC1$`~f&$eqtxf{j{lzSr(ae}Q5t^uLw~bujZG*atHNrkR53r!dKET3f92Unle6iv*4P#11oL~3UjM%7mC#nJ zUx!Ide8ev!!Kk@GzahC_Qhjno%=br_^tPlP`G%1f^M+YWp1t}sVn8y4K41tjZh&8{Q3F-9Z$iyAD(92wTsV+Pfx$A}0wQ2c3a zSH%hokm&}2w~yG_kMdU{!K@07rf7FLVrSPDGTpneC{>UffiSPU=B1XxHy6!jp=$JA zrtJLMwPr~0>1Nv&kjo88a$6%Q@| zp4U4`t3oRtFg#)Dx)+M|;}K+han|&yMrA7Saz1HjKPoZw+ILtxk3QtsR(lNM4V+4I zZV2IYg{bal`_{p6H;ewWo|AnaqYgz50$Zbj`cB zVvUy$X7Bdmw@lR>jyBXU0pnHw5G08BSaJ$4YnEHO+Z!X7a8-}{D8aawd^(s(#0i{JPmrC{^(>wHKu0gUvPs4a)Lw| z)*lyU*l)!VK|$;KH7e?SE2*5kczM4`LICz!@2%=2CI#lcQBc8z-BEC! zX-V8<)XFSRf;N`N3v`*Rx=|`KKH~M`Ly{KVBWpo_t->X1;$l#I?72lhZx7u~xlPnw$HfYZ(Vjw#Rz&+&Qz~*- zoEGa7TFY4seA!o9WJ=ShGycb+Kx0>A3eCfiw!Fj&8lem31J=Pz% z<(W;C38ZTG#qx`$$h7)=B#U7@XlNg0*4ekzYSbwB@m&l&0iw#>>!N0BN7~jZWbe^= zPgVS+8@3=guNmm$(mmUrI1nj+F3P7bBiy(?x5KJl^QMHl=b7@8f?7bxJxdHSbvUf$ ztF7$Kc6*|o3OALu=y)klp~KU>kDKr2B1#R)C;8b@)0)%p@Ku5(F0F-->vusnbt~6X zA$h1Y-|HWkXa}RGMX+}Kq;a<@gp+74+tsxkITBr*{H5S4|5c$IwWIWfFcNBxmuqK# z*O3+~K5fQArCC6kUq>^*$Y4O!j%YDiPszU3!@~&C7m0ge@wE7r_>4i_VbboR8(9dm z`de5aS!TL58{g|wOsFE7L+hPJf{bSG;L(P~2X@;4Tr?(bj}5LEhXs$n0gZH=rFTNl z@7A!Xj;j`GWuAnRunLclBnmi0{|Mkr6?^mrqngAa!2|>ugp7mkGQF!6BzJq4lnm<8 zn_2M(Qb7**uSMgwhw>^!Z)vbBC*o)#ggNSWr4w1U>E!UxryqCtmj}>a^;S;;%=eUW z!_qr{_;EQ|qftJ>(ZTc~ko7}}gf*1{)z&KBq=Jo&iI`}sn9snVLr}4*VI?0M zBE<(u5Bc^R2z!ZWy0q!=1|M=Sl-*G1thOFrkyY|;^xZS17eloDROe3Dw}%F3?rD^p zrDn?kEo%go{HJHi*&AF{SV%?Pb23ryI)Zo6I1rPEAAB4b>3El4t@!q2^Skzv=pz80 zj$G=uir=TYuV?cfw=5JedpZ6P)ao>A@AWdAiUr{b?x{VkbUh_Gu~gJdM#PPGEpBXY zrjEA|U?!j%30*|sOq+p6D5iII0j^3F|EmILGxx!t&S2wwmE>+!aoUG7uAZXLsa}FE zE0!?%e(RbW7&9aY)aOAB-uU>9+ z@|h#pu5^%9uIIL^Rjr#L7JUL>!k}gE4bJ*C><7t{rM{K47y4y}t3*lT<7&YrDsoXB2<5wlVI~rnXD7 znqa^TZkmWi2Z<3v^P;U^IXs3*Jmg`;H?S8?*%Q!*I%d5vgXlI299|X2fL3}CQjf*8 zlmRErB)uuU0d0>pmrf9%$5vte;(15IrN}q_Vz!9vSLw2r@?1-vCwSTE~7OdVJ*uQ*WEkJxFwZ8s}5$m%BtXym$Xr^~n#bBhajSYK?}yk)P0rJ@!XF9@NYf z-59EIL#5`4Mp32>@o5wU#|pLc0w1~XM>1$-XURoq6ps~_){~<{*zj4#oZ{Kdl|(B6GzOE+_CxA3l~T#?o-6pSA(8>UTl$xODvN!-&^6M z44hQ5r{O;;=!_C1Fkrma`#z8CODcAXI?>l+H33HDIm(JtK~f?}^%0DiyG z+p0;qlvPH@Q|UQ;IuF<`2l~X-bp)aEjWqSUiP4 z6rPAww|wUVVbX5~=N}KHuiitBBX)fMp3-G0i=nNixxFpH$<}E7d|Dyy3OJD=$BF9( zh~&UQOL3`Git7S_ZMsJTzlz&`l(?TVBG@%1RIPhg|HGlIsvlX;jk5~ht>TikMr_-@ zRL5d%r~|i5-2iWliOl_Q4=P7vjYk&EtCFi4J+8AOiDFL;|;yRFc~jl5ULCUnY5gyCVOD1?;*$sXizby}8aTxK~G1 zEe5|L;6LNw|N60t|9(ate_*%LKho|0g1-Jl2mbmfICNtpHk8k?689?u^DCZr0|5ru{Gh1o~IDkoPj1^>PO|X=t0rJLu zqS)QH?zF|WB+#GZpV{C4=@%AMdJ;y<$a=B(aX>0Bnqj%9@hTd=U9`xZ^YBSSQClFjtE>n|3y3AGdx^{(qYvF?8T+rP>--qgXgkJsrR(ucS?n$vDV180PL$Ck zKZ&mi=-RnlDlZU@+uImZZW`Sk#&l1j#%}G+`Jp5@FTDkwQIhF3IMtjF9o2x-PcB?G z?!{r7XR&v~DQFz4LD3t-5Us;kE8P=$jcatFmcG1}tsy;-Gy}Y+$d+r7N;55HCX?XR zzuDMdkKligF#rBVNl(E9_4NwVlQLRcYS}mn(90q`SA}eMS0aiw3K*1&*sN43-xy*5 z?;0^$)jC}iygJSPD>v0vF!U3Ujim57xoZn8ra2nWB_|B*m+NdaKC69+j5iK-itB}n zhR<;t&h|wmdR663Vq1JsC3BQ0m%;yEp&Rzk6w|6)&m}F@tE@`2fQL%!e}-=VzWSfq zBV2#3@Z-v6GgXZ-==4xI=|#n(k9b zOr&45lr;pttDa*JJbk8=@w^AtbIkHPkQYRNQ(0;M_5%3(;QlwS0n*$Spu_>Tfev3A zJT3!zs|5ru7#au72csk>sY(@EwV|!-WVAtsE8o|Anwe4=qdT!BOMEB5$VU3abhL1R z%VDt%nahQJXx{df-d2*6J#QuPN(z}%upe0Z#@kzLYyD}{M6fi_7 zaP_Zm_YyvK%iRDJ6<~4A*uoc{h(oW(%q9TS!(-Jd^N-!}zwQgazT%l7MlMGW1$bHR z#xn32*4SK)x6G0}KU{+W!t)Ji4Be9>dO*eRbmIq5Y*8qnUTN>G^X^A+1GPj16`Gw# zcW5u~>R*KSe>0B%KBFZQZ>%?g3vCp@*|CDyd zC&gWGhPdt?%Ir0NZt;Jmq{+K)EIljxhUIA@OO_f!5RB#;E^W4_xm4!21*{a3b_OMH zAS3fh-e*AZr$}i59s-A?`BCu{q9}wsZ>xfc*hYM6Ggga;M4vDJ{BAIG{CPF_^+{me z#s0_r9|oa4b8ok%#ey{*TPPBkPlLe|=9H6=0Z0Dti{wAO7F;9`qp)mfLC%Hwh+5SCj#?y+Gi?XeKx1dHT#Kt3j~@kui%tA`M(kclY0z z{jXEy*BdZZ5niqP;Zi^OGr0L5XY#*N47)eyq&i+g;{WUR;u8fu9Z zQ;5C+*{h-Q-i^I*-(UWwOOy;$HkX*jf5OK?O$cgv8lqF@y@@&~1l!K_H(=UX#*Vm+ z-kb%O{qp;#h}pn}WoT=rk`hR<0&N?KzQ*@=Qep46PjVJ3<$!^|f_&GX{y1%^6{(eY>hc#9gz zZ8}{!mbY~it49iQH=d{+FgJO?C}l`I;-|y=mYhC7U)Jh_6-0gK+=EKMa+3T;cYH(c z0fnm+Xm#Eao@q6vT>Rkiz$t05EquU>`zX32n0Wn&%mcFQ7SQ>xp$W^suaFa;pBv%( zZv*4GEIALJiMVj^c=ty@(2GgeA*P=??BmtHXAOS{MYBV6r z{aMb3%N*RCm0YKT=zWPxv7Qm0c<`tDKOknj=~Vz)j=NANJ`G)pi@}xxmYp{a^Gc06 ze5-2&TPJ|+?Z8csH*mzpSt%CouwAcSoos&|{bS}X>RzTa9x4^*AH=8SoO|_S7}|bU zD@OOCFY0Ujv+~+jb@^tNND5IYSbz<5dzx8eH-xDnW!!ePfo_s5>0gr_m}ryp4j+VL zKaBnh;s5g(L$3HR78I!F4PZCsntO{#&s3;#;e!Cy{Xst6amUjN^1WSzJwgjBIKD!{ z#!1eMupdu5wPkD0wp{1+c@ z5^*4T(9_3Z6b8o1H+&1?D+|(2w01zH$26Qh5V@**Iw0!;;LUCffeV7X)2+URd}`wC zcysUbqvc>mODC_i1SHhiC9W0pe=W(UMhImivi;?~U;iH8g*8DX=GRB_SnLlawB@lG zsmJp*ZcZqgI9QIi>x>s%J-rB$ckr3+R~=JE5)Eg|MYrBNStm*?eqXcKL7d(e;9a}J zNRHYlQU^aO1&FQE;_Tx0mips&MiXV$1vPEFRoD1^Ok=lwd3tAfD%VR6vI4Lh!p$|= zo#db_ra8bx>7h=EYd}ZoNlapm{g;L=4ySTMVqht{%3pg&EeZ&J4>JS+CF@Digt9*d z652x`sXCGg3s~|Wg&M(nFpR^{2L$p?mgYUBqFyk0PV1c0F@ek`dx6ZUbHe6Ssq%q$ zIU|`zJ}zU%Gm04B!6 zrnA?yD!E_Gk)U^}^g`fn$W`ef3EMevx2v2am($dmB+VO6XF#P$Rb{}FZ_L!b=SE|B z?De9#TQ_c|wm#i7YO<~z)D2kUXyAGw6_Y7Ke6SBLVg7oC^uQc-1-}k-kI%e(aB{wG z1R*2XR!%$-tCsX z7!{zzQ2=YHsn1hojN;j;YK@58N}peg6m)Ag*DP}qoJp;xxCHp^;2SfK7Uvd%>l@2w z053z|KAv<>;dW@H8-#eZ@xzx5NCXDaE3PggmRYxBE|Jgs;SsFR>#VH!{eBFocUJ6iFq4oAHd~ zw$SZ0(C5#^^0x3!y@dFu6^};jw=?v$6S5NSl&-5z_C_oH^$y!^M)vFzmi=56ZXtA4 za{J533ANBIm21wykHpYqez%op&gX6)>SxYB+g<#jTnIQEZlYWOX_GMV}a?N zIs8+4J;qpn71Bv~4K(cH>_D=`2YLD83{?nGdvj;9z(0Sk_`b}1VlO(At2q|AdMhh(t;q}-6`F*=HF^*OmZ!1+p6AY{xQ zHaSXX0;e3Y{MBX@viHJeP0QspxXIpfxg*TBqQ=>q+TH83SIM5x*6G+2;x*VnJDg~j z>H@wqw1;fmkOA)+n9i6F3;M9|%vg=(M(>5Sai7{B4ruNkjRH4iH#l!wnEu|eG}1kJ zp)w?m`Rri2>hNHDf@ObS+|bR%%zO*mv%hOaf>L6&$Le5N9KdM-0Y5M?67k$5eLkW{ z&kNjK%GvEs=DD^76Y+@Idb_HX7*$=56Mk&YCkED9?xY$fZcl$<!vcaqPy0$ZdbnZf?iT@Biji-!X;mv z0OWj&JHI=g!+f*)_}O&XmiW!sWfQygs$?;AdAm+4_-;tg@zzb1pK|ixC-Denzp=yh z&61G*f(&RXn=e?q*($SWa~Xr?s%JD~>?)k{@;SghT=ufvw={3MoWS>lvSZd@+e2+F zYI)D5gD!O|N3!H3wBwKzE%v-SP!#hYu3^9_acd!#j|wy!@~1j5rg9CjzTmO=noO3e z)b?<--^0LkPnh7do@4Gm%}gPw-4&=b&p~C+-?hwqdi!!WO_Pe5&J_VQVWM8}O@;64 zHvaBhW1ZtJ-SC$x%yoOD+tqozPvN#X<}W4U`l(F%rX8zoj#oRca7+_t=or*0=MQ-A z!>j5|ck94PwAP%(d5XO>5q|W1p;gp{OJzqGy0K|}{L37sa`Fr+4S!;A9um&SuF94IT3NQv3CDVAviF_){_91`=0O^={=I_s{w9 z?+Cl`r@;aEqY^E!xjN_euV+{+efHCCnvUljVx)fG=X`=2!=FoK&(3zF2Q|o)o6nJ< z%(_CKopV$E_OiPXpG5egHhh$Q@=~Q*QsB@u!F$GzkfY-F`DtE?v=P>A-mJ1p_?L-l z9-aJ-bdomJyR30Gs;z(98j^uqfrU&o1ALo|Q{?J6GY;hwdt8==^{Ds^yQ6-0j$9I53qgLvD za_{jX@b?X;HoseCb(}rcg3$%b_AJDD(h@R6B@rdJk3U-r<8(Sd`tqq)hD+8k3miVDr=cl@bKyA5>k*)04E(x3pM{7`t4KUf)dgAgI-{egm ze^{ZqS24dDShV1`-r{%fC?Vw@Npj?7(db(HEVE;mJRb9>Z%=71!(2`bU1Rz58M1Lh z5+`XN(L01Wj}3DzT+SyfO}D647^NJZnf7pQ%>Iap7Obt;K@<~h;mVo&o?^nLox1Y) z0fvyn`-MrBGAF6f=eRtz7DeWbjZL)mz*S+&e_k4x4HK4EZwzM)FD>|4>p$=yP`nv_ zTReo^|H`7Js_Y>YqxCbS!c6@9t4bLz^hs?kcPtVX-ECg!#2sHdY*_~}vzMIc6PDnlMb)^iVOsSkBi`W{lC>8(L5pcOt#P5SQa zH0`N~^XHGI=H{`46)MFmBmMMUmdRc|tM&QlnzbrP6Y=ckMT~BSb-)b7Y_CC)LLZKb z92pFb31^vzpPJc7c3$VUx**~A{0;{3rUy(;1PweC*cW8A zKnz_mO7*yJ;WK;!KBup!)dn?YGY@vOkK@YNi|oK+s%kW~G=sX3jgbGEL<~a~9CI}o znhp%D{0zW5q>5pF8aDHUr_lBC6b1YB!pufiRlK>DwF$1C`f?lN>t+v}n^DxvACA=1Q-|xFfa7HK32{vB($~RyHLE%J5%Tz9GSEBwK&> z5_5ep5EdT%4AVlS&Yx_u*$B@Po!z|&;mgIz)TZMOc;HB0eO`-W@%rdN(rW3d+)T8| zrNIa*^%b-z?=w8vo=}kYdeaW-wyWxgelvm|t`?x7RIlw!X>?`x~^j9w#E*b|=q$9L~^1 zwJRidY2op>*M;DlPxPhEhs)Q-O6r7r*e4gcwp+aS?HQZl`dj9c8&`yb^cI>osfHhk zwY~MrceRvPT_5vLZIXCyRPJLPYkYpyuIY|FZr1ocxz**1%BUK{-duw|mW_-dNPSX; zR!c+Bi3A`?z={E1=tX_Yb^}k|MH#gTyD93^MI452IT#{Zykqv^|7tUp53Mg5O1tu? znuC{`9&Fux5xJz{X^k`FoKDdV?AE`{dNxP{H}%O&^!fCx$Cy<2Wt6Uy9kXmdyZruu zd)&OZ>$G_-D*e#!H_q#SW`9g}L>L978=-d-&;4d1leQz8>QZ-Me_>JKb)9jLN6FUbqaqGi6UGVEyQdLY&qYp( zSLjCWJt6ys!=U=|^e!>61vFp1!pHFB)B9600s(nQ`OW7BV9S$8DorgC)0WH;9$T`? zd2ApO@0-l_YSEmdE{Sv#(p*oKs(hu|eee1@uK(#G>#CRWJz^KwYObk}Z<{}H$CHIG ziFmy2TG6jIb02lR6vQHrqe@e;-B~k^nqZ`FYNAEkAk4EnNoI*8BeVcRH)4`SGKZm_ zkXMC5iW?m5E>D_HdA_>4b>FsW%Kq3}WW(f0nw>!5+Ux8q5>AWPb>(E+oGkXqKA{?c zoW42+hHCn+x@#aD8nwT^5VgCpbT}FGRsEu?>`$cXAQL&xQLT3&F~R|Bg@CwnEeCysC}Q{B;9A?dv6;_O8P~WW;2S^PVv(#Dh2>Q^uD2=~9s8a$Li{1`05OnCcb7K^k4y$2Uj0JTZ|-mKiL z#J3N^A{5*F_2%668_#cLIrF=ZldjP{VbE9YdqNj?Ay9sD0Zx{!lD&<(@vwAiIE@1> z#S<|Q$jEBWNqm$IDG)4#mXs6~fBl^gB`3cdQ2ls6*XsTMJdeMj-0x8uOV9+Kv>ad~ zA3Z56aM)6u$4ENS#oP_0DEfZp;j)9)|Ni1ix#HXh>3K6^b53iq!+x!TSZhcYj9+lP zgZyo7iI4!~xX|UA_to7`@&%2T-%l=@wXYh{1Rs)X^-6Enj!@Ocva-*8aXH$u4~Cw2QV69e<|w|g-X{;)+nsSf!hZ>= zj&!o5SX=e<3DhtOM7Rt^mpBx<97Crz@0ju5LM0PJx?-gi3(8>3hm-m+unVz>;;4&P z>^aB1ny_WXVG~+zW*`WGF~+;+ZIKa`*e1EU${9Lu(L)12jKRpAv7JY+1D`&6Iv>_P z7F%`k@_P`N14^!C^jwoL5AZRB#|f;qxl0C;tOJ!S;NjAe*RsmD;C!T&or`pL?$-U3 z?#E9indwlQVu$r}Q(vj5!fk9;H|*bZKhxYO+W!!6Jn=>l_$RPVbMD$kXa2-)*+8d3 z#LTV+QJu_-F<}fL+UktEyA2FH7R4>x(!0BFI&Omev|s~YLZshyMzaM5M8h;R4D1D3 zTgZcbt?#vwxP4QqbGbO$*;D?tWV%K64b2SEPFk6d^)b~)0Z(-b^*o8&}1 z)d(2&`Ytxv8oBk*3Gt(+Dx|65*2mJMn+V1DF`)w11rCbsU+( zB2FIb?us&!?n3Q-sMW{ZP1iQrb})Try%}}iT(&z@n(bZW3tGLDhr}6$&5Tymo4$_1 znOeBPAtZVcl;XKl4qotFx;+616^2r%^^=qgxwF#_*NC~nxQen;oF6l`hK~EB=0$YY z9CM~q_6BnP?$I9iYZ=Jw%qEHz0v9@cNIXmQyY+Zyvp4EBMT5s&3z(_B5!%q2n>%EF zq#NvqPi90F4B}%&N6{*b^ftX^_4$tG3{SMT-Pr6!-T7jS0R2j(IN$E-K#(CGp_;Ez zb21dNs^|{u@gyUmBYsx+unKR-bbqli;k%m~l?Hc);;i1qdH$F%i>Q*T?aeh0wpzA) zo|%wFMU0S7p!i9GqbV1jFt^?oFSU4h>#Avp4zxg1$?sz#meNuYqrKgZZ|P0Nb|2Dt z--Q-2U+V!*vgO5+*367P86`ATXKt)~#TFUEaEry1Uj56Lq=dtH2XLZtoi3(45F*wb5IUu-vA6}`{WNFt6PtQ>B zo)NU-N7PW&CO2h+>~z8G#S5-9co!+rH+1P;xo1deu9+Go<)`r$aR1718lAU0k1+0% z5(@lb2{J2!@YHs$wWN>hFWP}d0?F_C{Uk?z@Z<*=k$s8W2H%92MQ1=RfgCN2(^~;B zD13SYZSFT_=oKb&^L`}fMh#v_=%K+x^=ul+rn=kTWK>t$`LArh@TOs^)GoC}NfC_2 zSu~*EU*dE=_f}qP6<^ZwBVml8S9yWlP-)xk`|4`n>LAkaTxX{|k0AXEisqSk?b#=QK%Ze}>Y3H$I@!ipS>R(+Is;tIqm7rJHazd69a~5> z7-*x>J;cbKf4IQ8P^6FY?r;_9q)2;(mM;S)KUM1(*v&xtQ|slar7JX;eyCaj%|ri{ z!xRCcl=r1%=)Ag0nN?PjTmps~4{ZE!1e8=IS78?)52dfTgH&^VBwg*J*_*gB#Bog0 zK!B*SJzcL7=RP6-0Asr#SwhVZwt6z6rd~s~(cn;&ir-AMq+Fqw?)Gz`Z1bJB73fks z%hrvOK*;NGVK(wHpV2aMUB!Y%srwv*D<|TP+4RFB0|qT(P7g<`KJ|Soc$JqZeRJ(% zig#6s{`xVRVn+y3LT@aKv^~X3*4;1wS;%78!(8Dr_Q$jSTh73=dXfY21)WQQP6J4o z9ZF?t2pWNHa9Mq_&t0_Qp`63UjGw1+1UC#@euw8xu-bUL9ma!+J&Y~eX?x7&r{|!$aN1YelND5D zl!L9jx(c(&(uruDiHLH{$O;pUg60$RAMOemA6$^oFB}~Td--(PfDOrx{@MxsP;vTx zC0lX>R{Nvw#%tG^*+bIF-HEc^OV=XNJ@XDC%>pyi9dj?O1&NbJT9{m`k7&Ok5pt!v z8|Nz5i#$5tv)zuH`n_*}y~X@^y27!@Y90QUP69Iw`7%#H(V3gVq3_#Vx#@$Dssc!9 zw41AYq2o&}YHy*-Ow`BCvyX`QU#iy}4-mRVi_%!N3V!@7nx!id%@CoO*AT`pa56?h zCKF5&SmOef((8`}cAC!|UgoP7$=9*&3-dgjjf^Qk^yMdJ-qt_UJ$>bI`WXsV5`r*Y z1m8s;4Oj2ZCh=cUAC;6;!>;$4XIt35jzddCIr2P7ZiwEwm-r(X_Y zA8SmOnf}o2xX|zKpK)PYTcmo|-F)9#9_F>~$KDZtp?mnOeCgxLTC!+|Qg3`#CPyD3 zbXJHbL*|D&)}=uZNiO}pJ@YC1Qg+ksytkoq#zJn33G;VGfwVLx{4sF6dQa}Ji?3o zc_7(A?5=NNEb#6qK3*}SDzz4AnAf`DB49VEY?LGNSfE6xObE}4MU3FsUzmACd0# zB%^stYnB<6jpW_LmSp4qy2F#}tR_}ZcN+)i+Q;rfgnsDJ{;GASV$LpcYP=}%s=Nk_ ziR!t+FMh$*K*lqrdUYv2-klYPjx^QdIH%;ctB&Cd#!2qDt;6MW4f(>4caKTi)_zsP z*-S=6f*+jbD8suMe;je!@{Y~9H@LX5==Uxt_wLL+z(=95)OP)j7PQZmuTc{H*3%)2 zr3PWEWM#J|`%O3dlbPjrj7sHSZJ0e79wt0?B6&8=hvCjhN-uonWc#bSVF6zhPsoTu zThwAsDd`eD)eAO{o?LPI_D=gfX@^1t-~Mr6`fAHZ34dq$5w2HcW1GxvM*MZ$$bk&0 z=os_C^>yR%SEl(rGF;-+&tiMDs2($9RquWmVm=OdohDz8x9v8Id{MQ4Vy&r3;z~O* zwH)5e{?NT+uF6&PMw!QU^Q)QP)!+ohEjKAbh)`jM#IHbNsn;6&JIB%3AWiCc@F|>E zg?U1!mHYBLegc`db{`>^WaV^@)wRofNI?E(hIpbXc^$TRFp0oIc7X3vZv=G(a3hf< zJoIP_z?L9YBjhK<%ok8@uIZu6jv*CIqLXP|LDbm(jH%Ihc^Xjk0A~|t!B4#xN1e>v z(nwPiVxVK+Zd)e6YV8@L4CFYvbM>z06b(7`GQpNVC1Zu|&(3f99P?j(Po7j$nv&|+ zoNxZL#NBJ0PnUp(Or26x_>H2rm-K~FuDnz#f%MD^J+;c8WQrdzPpTdZv*;naflW8( zjS{Tzvj_G&)te;El(p}b@Xfb;lR3g_0oj}4<=2Y(W~+1G>*A&Nvg*TKWy{6Zu?y@2 zS;#^}-g#xiJpP19b3EjXnU8C&>9;eY5Vv>wUV>v2WXVcR2=UEqAMgWxu-}8!FkNMx z1>4%KH$DEc|0@7n&JM4LlNDYa>Y}9Fep&F+a@HzNtreKFU^EZ9xp3a3)ZJ8bOQ)Qv zO@+|pLJQQmGm?G4Mu+huP2_3^PP(*JfQE-7Gwp2e-LW?bm0(Y*sMuzQ)-PSnM*K!@ zIdGfL$!Adlqt1zjo6p1j!8y+9)K^IM$wD1Q4#xu5TSfDC5u97RBoumD@b@w#O*MOL zfA6IoD3HB#GPmNpM2kQ5njDC#M}es|Rv>8?cmJfw^Y|dZ=o;@N8myJaxyXEJy=fFY zY#)i`K;WkSZR<3J?6nLB>&Uq8zv*V@Z=~*!4^0fWk9OCJ6}i{iJhr=prCgnVu2o`b$tUH!jH#F_JU*Br)R8Pc;y+-pLOZa5j);YK9B*f}dKP{7X8?fw0 z(8%sa`1{0gD=+YXdfjObY8IvkBJpDF3GL%x$$d8~^d^E|-q&wWb^kEo@{W8BR1a+G zB8LU4zNIuN@^tQgk0iLp`{H&f9keMex@S~cZ);9@yG-ySrZ zsL_uHK4F8)bmC8j@`V%xw3@x2L%X}Hc!ee>zHUTF&idOT2u=@<<*Phz_=>xzOt?F> z7w=w+)00ed0XOB4mfs5tB2W~M9}~2OkP&v>1lm?ge?$5og~T8F9|v6oD&UB=(yjDP zJEGyBM0(5EO~jkt9Hv6CaV4Crw0kqRIbZF_$wxZxZ^EKgXb6tp0t}BG9=oo#pm@#X zyVhy%Q6gb<6i;muQ?sO%nm}uVTBuG!@`SFyAN0hp_JYdj2?J zs7i;f{nx<}G?MpaIVn>N_Lf?eS2-^3?*&d8SO^#&$R@7rncS zCTRXg^znDr_}}HkuSq>#VKgLg%8*w%?8|1JrP80nMgpGE=Qf)j*{*5cMLaL-iRDvx^}H4kCJg%;$UQB-k4B2d{od@(Y&p{(9@3d@rM=&Y zQ&lYd=mv=`3-57QX+9x=RRq|W%$4rE$atR^-Or!HNT>L6#1$Y2q8EahdfoL`Y~Om3}KomwWN*GxB{xe`ivT^qVW416{Lw4z=8Hp#qxjtK+fs$3dgoi3V8)m zvFnXbFqw)W{V;VNVqOPU8j=SF8k@?*zrFI1&r=njcXfjAs!voIhbZn%l;p6oE`Iuo z%k&ApTla*|$!5dAThlw#S8yOtHX8^ij`*_~Sv{OYPIl^>&b8vvE;;M^Y76-76G{z4(!J9;!zV^mQw zOZGlJ8ZxI5U5R2e$oI<0gSgUbvYDTUcU(e$h#su>i>j{eFHv*D2{_C)PeKHaUO7f= z;^hzOUYsOu?n81E(eVz3@8mdt!J;lFzGx?@mH-ISNA0VzZa@!Yv;+*tGqZs6k0Nl6e10Dd z(W!haQ$-1IZ$E9jqY7vp^3-cI@Hxz0(8$&nROzF+$_stitI6k+_cptbl89LfBIF7< z+7nRr`RLyXEZ5cU5OWrS%(vYGb^9#&D&N)lH%SoW_WNkd5wRr*d>Ux(@?s&!v(6|~ z;G1t6#sfL~)V{zeY1!kdJud8DVNptxs$yUcj(!enpJasUJ|AYQ-{J;s#avx@~Pd;wd+KsWeMf`1hIO9p$_DH0kJf(uv^r_rXi<7h_M+@ zc)sks-to{rFNxh0U#Yj0Fx9eO!&P4L%Fx0+!*)3BM8WcGGb*S2no+GX)7E;mhoL<< zF%(#oNsvx9hyK7RZ*>6jU^_zWz&Uq;D%9-jYb4v`k_x*yyKvPqfv7ta3Bo1?A5wBr zVr%=JSxu_MGp9=!?E`a``#oA6wzZ~HkJK5}xkGErzHzwU2p5}Oy)~Ab?(J0!qx*Zc z{>NGldw}WxWX!tO`XU&Gaho10$vHoOd;6-Jcs+)IEso>xwTztd5aKJE{$zoQoxXVL ziu@Mmr;N@en`ADqBSWkp&bYTNFCon@y=Ufos1@GL%+y`jGb)tus%uVaDZO&PCN~@_ zEn4o15(Y_?MriwA0XkD|b$)#^#b}p@pp*yeLq7XTSfAx0`)*(R%?Jg^oSuj~#3Ak) z{2@C0KqC4jhROP(>&^8&*`1}y%?Vzc^*bw9-To=z@RpE-@{S1VnCJqP5{8azg`BZ> zU!MHxaVbWm5gj+`=1q)ONS64g7Uh3EFaGO@&1xfcKn~zLhn|-iI8e9Vf+d`<2>N8h z(VWpI+I)tA+!>M#lb&rq>;U+808}^k4NsOkY89>%A`VhRu&mD2Xu52*-xPsZfk5#Zw#bHnNK>;*F`d+(IwIo%}czNxW z&{NHFm-K*YSiY1gud{tDZ!@OBU^&>)r+rGH^lH;l8;4OnJbTorb5}inbPC6_f~BNV zk8P1&h!qme=d7sCXTMvka5OYDTvay`djG$=`Iv$z-j1g$av6PM;gnw}HF)ic#q;E}m{ z!`2HRO2&{yWn98#($4I7=rI)+cy*>x?-EsBbnpm5^pt_{+uZGj1Q5ZbQ(Ie4hWh+> z7vnC9cU1<%!NNHS=L@c{N~>*BQ<84e?ZjHb4Cn?(DcDR68jm%n4I;vCdr$hp$C8E$auxUX|eSz5a zlx8-jFR?zV`?>p$e)5e$DLR{=Oof?rb&?4BGb-h@Ih1Xg||m0s(0${uI6YmW?ZVWVt+w?GUicA$ znytiI>!#H)6L=WKpss2-dx;j|b?PCR!1?Bu7sP-;&8NoU+({?ru@@-5TykwY+5O8r3c;kBCq$ z6nb^JY7NOUn}1*@mA-NabGvb6RH-!hVn)JW+P)lFM|Xzybl7wYeKw!vE9@J;D|gYs zGC86}gPYf8sSoHrFq<=k}16vLJ7N%?Oc14LITMWh(^QUJduh zbp#XD*v#ysS2?;9@J%C+k&IW8tFdfyoY%(E3s`0Z@7x-VurJ^(xu0xTEpUtfGP8J7 z!}50h>U2r9yoe0G>%ITOw01jWuXB2P%Q_Kp77+job1qmvJGp*WQ~rDJ``6E$n8+M5 zIPLpVD->YUCmQHBvfH=vAoeCnHL#u_k~v77*kda^;_8lH=d=$5aU3DwtXeLj&b8$Q zJ0_9)qsCBq-m*Hch<7mkz7R$w$H|SwRA^Lwj>y(0 z2~|UvIni3|3xfB~#S^*9(sXm!nO)m*m3HBiQE00kV}ao;_8*TDOEN+vKtG&jRwu0s zoC6D{1$h3kRdHYe<@mk2=vPeRg}N^|e-I#lHtRyd^H9Kc*>*o;wp?5uV7-A(N+$6t zP)vIJ;J_N#QHa0&Q)54`NsYOiy4%1n{OE5j=zJM<;m0QOrY+kN2K5H_8Q-4$e|(fK zkx*)nNeHq0M1F_C{;a2h$fYJ{WrRFdA5fpY{JsLx)P{Dl73jKK_jOi!vUIGD4;&}z zZ6j*o8qK62!(E{2r3$MiChA#Nx^*!i2WS*a#X`Bq9tcq_abmRv6$RLEnQl@F)~h*p zN6}^6?yoSYb5h{+C5CrmwNLDg9Rmxs2Zs8+OI{d59dV=GD~o3=lWwa=S&U^wOfH!T z{EqT#K4)5L4nYJws#}lN=R~>fPEXS9UjF0d_IChx_HC_o7v5hM23~tpgpxa2?VkW( zMm%DDdN%l?+zf++UF7mIpc~-9D?m-RxD+vjoVa6pC>_U|Wujc6O4@k4ZC>np@kkuD zTQgK`iv}UOhGVU^AVI)0R_&ywu~M!A%rz=KR;G8)-aik#ShuF-78Frb+2YW4{PnIbQ^^TC!~ zXNs_&E&uW6SeWA5?UP^v=veSSH-3*J?zAw9_8fMp{N=Z8BoLer5x5S$)m>&@^zrP8 zHKtt2lDhLxO^b#Ql7aa)GHX~*Y>VBrjBs%qM4Oq~3Y9Q#LLV=#tWe#GAHZQ`fWyyE zGb%S8aUD#|_dLBTG6w9tOO*VSTD~xw69?HppFmvUWUawqGp+1eSA^#6NRm8~%OLEA zPw96L;nV#0WJ)mQSOF}A;(RuO=k00wU%ulXZ>@+4!qG_3_*zWKpL(_58hm7_k5lD4 zwCmd8u-2=?egP@~EtYd-NW>^63AmeK*%U1SAm#w7={~XPtw#l<{F4P#>!~3u`h8B* zqkunF76<;Z zr8qfT+5Yooz5OsBM1H4;T{f+eMi@5;n=Tpvm(-GYq-xCPb@qE2-;SJDy0CYsi&3sj zCN@~~DZ#QWz6KtbC-8g!Uh|Az)kI+-{2$+FbaGH3(YYrQX#aBJ)`}y}_nw2U)We<* zQA2wB?69FsRh|)g{P@w?Uc*iF?b^$%6P?R-`sQ?1PVf&MKl5MiH^iOan7ne;fKFV@ znHgj3FRM>~bjtq9h|Oy_{{FxGOaAtA2PqV_T8BZ0-M8V@wnq13Jz|t1NvFozTKq5+ zkl%+dCu8<~!J>NN&^ z;pHn>eY`JDgG=zg3gGQEC0)e&o=LFZ&!jK*muh7G(xd+BUduE1?yY&&HiIVnh0tyM z2!!4A!*dR^*%4hZ9GHFuo82@T8XCnWokAN^Ye*B-x?UoI&w9&A=zy8e@D89BZ@FZ# zWD@7@pXghjBaTr)4zsgQSo9>bj>XZx7`4fkOXAUJ=I8bAuwIikW(i*i!#JK6M%W z=GIPCL%{Y7EpDyKrnua8lr&(Ph$3roi`MkTh#=%D-rDL2`(d@ve4j>TsDI4z=C0Rm zRgwK^Lt`33gmj6~g=8ojh}}G)IMEWd)}J(G)ED3I0iW$s9$0zn)3u;B^DE^k3NvU_ zf1>lFX8z}^t&Qa$*~Q^CBTc-(GSOwJBi_l$L@9BU8BY4{6JJMAMt|$gppJ^;jdZL# zTgzqw0Mdrk5EmdH3*?WB*d zFu`74@JV^;d}3mCYVmox-gRn)Q-%?Umw)zOS?$fb#vBV3-{bmx@6k?7%iX&Nfc{$~ z!qKQBUPqf>h(>n%|3bHs(GY+Wlieix!8(xS@pte?n$Ffz ziN%(nk4#lsMwF}^nYJp9S_1V~ZiT=o?zAFf=%BS3J>=yC-Umgg}h z^6os7wn)rRDFUF)F&-Hvt*o9Fy?yGaUQ5s1>{c!Ov4KkZ66Lmu0()sjnYzf`e!VvY zT-I?P1^`+&4k=Nbd4&_+Vs*J4_)q1AbQ{GxFcS@9W-go>dDK9l!Gc1BxQ6AYbU5gm z8L2M2d^Q~lCf5OoTm=RKfH|F{=YtIzZ8sB@V_7a#v$<;el`bXQ>i&8QpsEjNlhC{E z<4euwe!0aA+k(;Y$!NDkFd?7b)Xhqa)bdtATxS%WQo8a!bNK;G)exFrCZ8`aSSw{v zBN}qe?AX~SHf5K%yggy<)ZvYS)pfB)9Ra3HUnu4{BZ`O^5Q|VO8?L1NUWglM?lwI6 zwbHGpDF&9?sT6y@SpiIk%km)2<=B>v3(U;J>@O+*sB{0`C-_$)Hd9?P3o-bO4cIN= z^;-+2i|yC91{2Yh`k_JXkVBq<8UOYu13_QNR=G9ydXy(Je|Q1x-3RkNlUDOn(4WV)9CgwgKiTF;;Q^mtAvnc_ z(+g~hC;wOt|9A=id@~E~c~mqzg;FiGT1-+Q&a}Iwuk5We9r@TsaI-tJ4AEi4y0)uSADA`@2CzX@)b^WuHc~sTSQoW{gb%hY{d<1CsJUE?bx98OzE* z(~Q-}n@4B5t)ZkB!qp349xOLiXY@jXm$3Cl(s)H*9m%=VU!;mt%=E=`ROG$)dt|EH z;v4k@&?eiHRpRw~V_*Zh?*#!zZn$!h_80r<%Ee?|>an{I0gH5W9>^A|N9S&8w=U`7ab_x?;Vwit50|mqqG`w z__wE=svo5kXwJ=oWhB|&1*gN+Jz6ye6<$$Np=OYx@ZDzjC~u$iINJ3B1DO{R2De=g z^(b%oe$|TdV+Azg24<6=DMZT>^Mqa~0-ur}DX|hU2UrrNL<2XXy>EC7hvavd42vnN z6Dh^DXRa$%u?;^o1UumE+ngOl-In$&#k}Hxs*aNT7q@KJEejyDzQ$>(ZA@Y~bh_zQ zOC|a3bv8j$sY*$k)!dPX+hUt5#OY|=C?|r`k{nn(cv8MQN-`O*RC%AknSMn&eGEu| zRwnPGrS^~&_?)@8WW=E{;0(h7CjikLLk;%YZ^~twb%(wFHUBGcRV+p5eyQg2l+=-i z(8lal4QVq&v#D?z@xTodpF8#Ygh&v^ii*3)>je@akRC!a@E&!Tj-&O7w>NdToh4r4W+efLv3`NevJbI2^h;FF|0=acP{0y9W~ddAOuj?>aF zk5!~Mxm%Tyb3t`hU>vQ1BS1}qJXH(_i}UtBJn9*}k1;{{w!_DM>u{}KLGsr*a9CWq z*sUwWacFP8sL;52tJ+?)^`Py-X{?7Pyo)-$Cy_@T zfiB=yvYRgeEtvjpw2@2IrQss~M^6G9G&_5##sD}^pGB2KUBQGg)ESS$k^_E?H!5FU z225=JmlTSID1z2*))uNzny7nyX}8LRM3hF#o!N5a4Ya1=CpLpKV1y}y@>W?-I*HCs z0ur%NZdTVq%bQMVF55S_DDJhd}rzggcI(FWG{fv}B;PfwlQZrl(&#Cwwapcw^y{!Afg#GqOKu43m`{q>bwDA5#$ zSVev!2#-#9`|zO%NVl>af#8t&Jm%(PwL3e&&QiFLn?lpbM-DWZzz{(6MfO$Nu60CP z@jwyX?gHQ%B{<=RL%Y<2khZQ}r_$dB8RcjDWnMO2H7==o?p)pvEOlLKLsyW0Lks~s zJ#maU8g2R8V7B(OT#}=(T;qk;;*4u^=Sa z#Rxjrsq#J+Aw~+#;^X2k!+Ul5Io;TQ@3a5?Q2+C@!wj-_Rp!>sdXe0N!S;~o%$#Vn zTI>C0?yiK`9R7q+^!)Allshv)u=bN^ddRaGk!vO88oRvvRrVpoJPdCFqQhOz0>_*0 z>j;R5FMIejqAjrHqNl`YalQoymT8rnI#I?xtQnv%M|#}b?6Str4qomg{ls&yS1Y8I)z(< zhBNc))ljN43DigwHIrV35OQUEnxu;Cq41j0m+(S>#bLplUmE^F;OL3~FSK!Ng}qu% zHNzeOqat#(4=Q$H)Rgo2B&u*F0>%ii*+Fh&wj7dY>B9w(C`nA+EnN#ITeb>G66ng5 z(Xpvfs~W2IzC*;))_oSJZin0R=qnw72@iklBf9yBv}F}3a{@_4OMmQQLKCh9L! z_{Ok!8(hTHDV4hNR!oic{i^^D&TryHR-Rxh2rdh+Skm+v8=%3#M` zci{VLbEO=j*1CLk=dSIE!!*6#5Z%$PUm(v55sRPGNB-4pVTU@8i^#_$C5N=;c=(!@ z*Qde7bdVM22=x8~@z724uE>p{TooO>13C9tPRs1p03tafdHBn1rq=iE`wORuJnoG5 zkS;T;oTglcHOz3$M+30C#rGHAD6G%aITzSEsFRy-1KvTtl2Aaan77h>&RgSJ8E!gL zEEUt?e$j+vn5NWkW_2>n70a}gOjst!efaSnIZdv-p#au1Cy&;z*mBm(LL+QK>0uf)N=q*TK|uMxySbkE=agaXJnYLuUtD9ZXhpg;`(*QfqJ%t~Z^V zDB}KO>laM!|Hq&CGBV87R0h3S_&L!Ty`$#`!PirvxUE9Uu|rf|tioI(GkZ1gF^e`# ziK#Nvbl_`JMTbtnhTUy#vtFo~_NjA`_O+1rY;|OEUVpORjZy2+2yG?1 z*=1}r2|poemTY?X8e`kXoJ;K$FnCu3grzj5&5tNVQezUdcqoYC-NKa$Id;rV4y?kk z9?kFLfk_BB0Kr!NrQlGaYTd-U))UJZujyZn$x5~kR$5dD$XZ!z75SKetC@;~e^v)m z0yqX;hJU8-mdu7`R8F>+b~9(T%Rq}%2cP)hHroi_*jVUTn|>FdMf^hiuLBk^SO zO=txBruHN?=8v~H-jy&y-i>A_cPw}6q-*=pNgcH|0^4anr4{ zJpO+@Nxwa0%}K8-zf|LHiWa3xTzJo#2{TbFGxOST@Vh)cVfhr2^1KlA>b?8%6#8!Q za0YH+WP{~Ndb#pqVED!`a#aE}TCY2hKa8N`F^>HnvHVX1;&0fazYwWfGb6-;bjXa? zT7kAbhzbldp)Uu2yhB*pL8;k4iaix@dP%o;gSSXnt$3s6%jmJxE-eP+B5Wl4tMm}6 zcgrur1>7}&lqQ9=fZ_fOY^8tpFMIL->9x6o*gPs1-7Iev6<9~X zCqDznZ}G<_ZNXqIptozhiMhjPd(%+s_&cNV9}mdW0?hB37n)pHgh;nXN+r-ALeWWg z|6kVt`Q3aTGB@MFbjt-Y&c?vRXa)znhjnfBHD;&YKy3Cp|94|M=biJlTJ{ zEy#kOQ_Z|NgAx$`tFtlmwFni^TBatc^!=B=1gQ|XR0L%2DX0bii_r^=XP7c5A4Y;Q z^`j5T|I@?t*T472yrn1nhdadoeq#NHi9$YU8((lz99el2mimi4dl2Ul6Wj# z3tks#!WVW;eYpl<&0xzV@Z*+6#v0QCz2A|_Uh?k zne~uQUN5x;KSQ?kdqflsvW5+2KoisjVj96|5ZF|XzR`!lFGe9#m)e!m;wL>ubZV~=U1ZP1K)}QD>Rv-Pz~ZS?ia#Oj zwdzVddw0kfUw@7D^&`tSUdQb1IrrBf0uyn zc|Ba*saQgsc+?#PPUtQ$12-3UL-QF$XSJ9-ME0mq1I>h{{YnlUS9?@wRBJ!^Uz}Iq zbH=wcustJ=`Ri>b-9{deSX`=9a ztLts?Du?URpbq#KzeHYA&0@wtR%owkzQxA?PE)Y;9|GA=9u`KK@DiMVHU0U-RGHHtQy{Y$)w zV#hjC$|Bvt)He};9N)bX2Ql*xkgytJB=BAOZ6i z1|d2shaI70b!8Bc?@ZYqOgQ59s!al?uj41Wv26p-gUloNoO`#orOq;7V<&G;^5U24 z;7=yc+c`1L_J&Qp`|h(Sr+D5!uH1s=51H0h=>%|_HW=ouJ+r=RPsjt{_r(VH5CC~X zYNeF5dyp6%Y`ieW;@M0+SJ_*Rnauknr|c|v`S4;!ANQ%>xCv|?`!FqDl7Di@RW8b< z9V%XdazFQ8RWEU>8oLXR9nP5CRHpNKa1@~XS!~d_bHsrfYQh$2grJH>ij;_oNyRkR_zK`8Yw~3@|cwV zRw6YZ2sfATo5}Yc_x_eJ;Shm*bXHUWJhbICm2WB@dd5=4@wr_p`-K5^7jQySXQ|>k zRkjx(JEU5wdtngGgHf*s_tx%kKLB5W-}HlY+a>!D`(>JVM3=8^j)K9}jJM+~$he_= zb*2Nv3@Ns>iZ2)`+=yvABd8&U2xGOt`-E|3hk-ldVT-ORMOIND zhF$((tv`cN{u{TW=W=fZ1cca90ppQqd4B#OSjmIQv2MD6fb3s^*ipd!p#$Wj0=%P@ z+2ZvaK(;17^+o>X(j>xW%?Y*+Z+)*W3TNLvWqe-eWEXQQf?49VKFOtIS8Kaw@5&}O zZ+C_G4BR>>oqo{oowQvH_81lH40rQ{)q;JG7*KF;mzpUM$}8-)re87vgh%ui&seXg zmL~4LwYAFb%tNzoe`-rwUtv7e=D&nulh4VK{_aeCh*DfKAL^W$O3rfrYipt;<3OVs zZsP{70rYB&ARog&JGyFdqq8!XztH0 zbCF9Am&K(oFP{6(G~B$d(r9o~uTW=_h$T;_6c1P4QZ@(9zXM#STegEnqW_4A#Ora$&Xes5kpptmG_L(*E%|3}$ZhD8}|Z7YJb3?MCC zB8`N!fGCKFh;)lI1JVuBAkrl*NJ=*h9nvA)-3(nr^KDM+Ip=!M_YW?HiD#a@_gd?& z@4wYt9(>`qo=x?MCz#yi(u~(y#{=t7 zami=?h0%@8r2y(J9`OHFm>x)k+|^)$ievl*KXqGhr-t?~?oYHjf+a&32Zud@}alk(yOGa#|lbrPk05fz^_s+<%jo8pPF2-(zflbYlm-4S9w!>5Ob zkD)aG znTY}`*^OH#f6VW8lWA|TyD6smPk-!D8n{_nwG%Sc2~oB0n6NMa#6~lkuMs-fDnm?> zd*ky1AGMHLWRUebytj88Up_n0IVX!bS!G>;0aNjls_b{zY-n@03UBrK=r1)qNtBGJO|W)4vsH zI`F**f{6Om+f+-XbgR`EG>+;ndBunXJ@s^EArzk>HoB0?#s^71sW}~Rs`b>yz2$wW zhsx>K-jjKntHcS*$+ZHEJwXNy24ThBN5srGzdL#Lz9xVix|G%LbeZBZpGprC%tY_O zZkD)P2%@GZkTuQJwTe}60#NLera+{8uwGxcrlzU8N}`;c=-`N@m!A1>QFJ^niZ6zC zrB1%cn@?77Ycq2DoT{rl=cmBNC&=(v;zr>xj1u!l-Gv+ZH1a<-JWY|e_A7h8@~cZs zX#wNu^4Q&WpdfHsCx#GH_o_v+&-%e&E>0)qJ}UFV=N3W^nnB+qJwY4X{m*lO6wRiQv~l1oOOo&Xzp ztl;)_owFQ%onVTa8{`qp4?ShNN`^0%+wn7Nq(Fna8Q;mD%oRui6n_MggH~d4J)yh5)YSTgoSn&KKx))nc*yxEB5pVx zZl7pN=`HPTmZwnR;Z$YN6Rt|wjk)BwrKVFiaKVmj1l5@taDl9)z}#8%FccpsMbLC;Eq|t)*y>mZ&#_Q(tJAOTAadK!-ocxs} z*LEdz`bw}Iy~D0#MO#MTpo#=ol!@eWd~>I4TpbqJ9?Bl{a=Ef(Zx4HHA$70uPa;GC zHR!$z=A{=yf4kyyvh<&(suo-2B2gKp9%`vvyRQslW7{*gK*O5E4&tL7=3T2DI^J#_ zFZ>MLP*tsXok!&-cA~d5<$89QowmOhcHUZY430lBEl9$AUI3BMF=V^!#+gH|C{@xX zV5)?}d%fpC_ck^>fkF105oUp&N-fORCV=n3D5L(%ql>9x{hYk1>6h7W-PF>Zf+nm^ zeHgPU(Caq?P}&+Ij`KHED1H&%89ML=_Fx_}!#?D_q0QM)MIAR<&*V#-CQr=$5tZ*k24F7cI;y|3zIH4 zoA|aI5k$n$v~E5L>tE`*)R^-TG#s%Z0Yu1c?P8<42ck|=b4=4aStZZL$D$a8Zy*>A1LerqbDX$-V?Wx<&i(YJ(j zFD&8|?AI4i-lKPIpM7j=&~#Qlzk?KP^m_ga$$-qHg&MQykZs$2eqHJ$N8oN6&zs9b zok!Lw=Y`riKFHXDw=9<=l+FTJZB*LsN9ikgcMpIV$LPrtAX~lLj(EkUC)YDw`QRK- z-M#b6^W%XhaQ0}0p0NF-UYqP2dEzR^)!roPJoU0rTT`XGxS7*O^XqQ*qe}_=2c*AKx|GhT%9AN zKo9(KTA-}Qi?FP0{H}HKSe0o^f{^V?JURzur96!vh+9*b<>up5pfRnm-Pw#Q-CDx< zeUQ{(Dl?bd7N|YR^l|Qw(}51si~K5SK)HxU^76yYH~|!_9bvT9PW3b|^0YgO%P)Xg z9&0F&KW0C~+=JXLm_)~CgbUOh*Q7oRBYj@8KK?yEn%eybJuH~?GX5#Vm)L9^Aiv9# z$K>?2ds?~giaar35Eotho#_a*GWfcHkV#<7Lsm?p?y!&?#bKi0+K>J3Pm3Kf^A^|D zlk4tq&l)C8RiPA!UY$ssgATrCl5L9f zResF{t`2k9nEm(f7D#b;VN-CubK~+f-%{hTJqOn5faA;}=Jr048j&3pQk8|i2pZXQ z!<^|L8JrJ@ksL(GewV-QBe&F(fpnRTfCPR8hHABZj9QI?&Hw4txy0;MXjh}B=tH2Ndsyk@8_04Sh ztiez4^LK*aItQniPU|Eb7Xj-Bd@(|Lu^ugD27?ufjClHUSZ46`wduXx6tVk7z*}P=K?g*T! z%aqMmk%`25+h}%!q`f^q`=R`8u`bk1?;e^5=AHoeO0byGnK$DHV3vRAE_?p5Y>oLz z##o4T3`lrCaG&J_l9}cDE`a)X>w zWBONuoZ+S8S*+a%Z)Ne#uxqcTR=*;auf^^~v&KOj9Cvgt_OT(kJ-occbii1W@Hfg5 zxWt4vBz#uY;>!ChU$ue%a&)dnks2U^t>8wI3^K-2QV+b0&UF;}as4RjGZFibp3z)% ztl|4{bq0NLG{%E&RIw$b$=DeYv6v%f`7*9`t4Br_vtg$dwjH*-7fi8QiWC4 z8O9EeyfMUQGBdPY*nqAnEIM!EN;}|2oc8?PmF7gn&cb0O2pqf*gaVEP@}tIW|CuZH z+wl3XV_XjosyUHZxrg`OriiN&*Z>zl_VHr(tOCiv=(u0n2#Nm593HXlEbeSq?L7SQ z-`c(3=fJ-`w}*Sc(@K9Bpe7Bhze*I4pb&LqX(u>>p7#zcS8taa1IEYe3|Vq^XFH29 zkTDdHtZg|dV#plzC_08-W+nDaUBB@n)>EiFn%b}Dn}_QMKrSrSJAZz96q9npag7zU zhqVN*vStTmRRf06djFzePC(c4lC<73(7j9dC28uzqswmSCV-IiF7%Aw+JMMgqg922 zVJX3?)NV_ys}(!v!)UK8m&sCJoO{RQQnPBEnTO5BSg#Vfo?4Aj@OA}()&C}p1>KJp z1dT}EelJ{q;&OLhRJzuwOxrUN3}<6GT~j{*RM>8FDi3KhH2Dm^pWd1A&1xBAAX83m zFPKc(Zfk-SxW~2wfnwPsabXD+pIxV|37$QK=tC5Yr3jmKkU^h6{jEU!S zvmbE{<@$o|Y38%9zdV%vI2_QGNS@5S2mqVg$ia~;J#f|My3C9MEGYl4y8}S+gE4@* z!FQ2c=fprM>h|^k1BYTr8I<$16+M`*1~O#77i>@}M*))gj}!7VeDgo{m;d_fCu#^A zzb#^Oobe7Sc9;@t{o8^ei;2=urdCsXKo0ne>36;iYLA|Jt^*0!A%6h+vh4BJG{dlH zJ`Fy@Ysd8#8>3kzV0BJ~fwF8ik#Y`Y$0m$$-9y zEdph^*4q(kNPAfR&_&GZZU9nexV3@2SopV8BqTf(`EY+cNiq31bGXR#pToVD9?B!% z4^5z3O~4JM`WCL8SPh)<1xp@dVpeY^ox47s*3{ITFW8_M8$^tZu)>#i=bPUaxHUtT zon$HjJv6dlH|}$B5LrDfWf>G`03!!%?L~LSw5aIn56l%*tL64 zkRABa7l)FyPel1S!>a@q&i5^E`i6lol*uKyq@kcSdWpDpr3djm{U1B*zqB#8ys;0Y z6iuR&jcZw|Pj?KfHwfB@%QNWNcnf}m&)aZ9sm9IfHJ zfYH2Pv3IN7lMT;erY2=|_h>*yOgBw|w2=h*lQ9#WClP2XX+<()Fp1dOD_l`cPK+Eb z?RNUre`+ez??iz610Ck=?u3E9mBdkN!s*y@Q>ldfBm(A%)<}QjYKQ&`szGcHRAZ&2xftX zf1#XcqWnObG%JXd89w?D&tpm*!*;oq2aOBf?dCI|`t`BXc7q!&jL4RtJz36#q+l92 zJ7HN;AejI)rFhz`1rl&RIVPcKS);}BEGd%=bc<4Ajqh?BMBs=RK_fKP{fD5FrJ;#} z_OYQovHH9AuFI!*V!G*?vHyFtls&r8eYt5s6YEMCA51gs%YR$6&^54EBDbVi;xh`T zbT^9z9s$`90qfQeV6U<5&~L&=Y@L^>6lg3p!zzy*0KqZ5$zds&{ILeGonT3S)xJzI zU2Q~^As3$wKP=}IUvJw|gHMz_Bs$fB_)s&T-X)CE;I}rK@N&6vLt_W46Ly?uo!Lic zzpar^L;d0UXw;EO;S6O<)O%9E)&w}f$@27l^O!Z6RVz1PoUV3f1@qGw_PVt>Sd!qM zRq21Dh|baNzIirH$}=0T*A^_Z{IZ~P*%t2*D?z9`&w>|WF58pySPhw!J;Ru|7!k>BScfzLO=pLn6u z2G!M`8YuF+ocJ?S+G!QM)4aMk_<}KFz4|KVwYJM6$-w*3czvSGlArH~gDRs7Y{>dR z__@)ek!dHZX~CyLE%e`)%kOR4Z3(L9D=bwzth=PWQgcxCZ%;)u&u`jX3K_qcZGHTK zlam1a#@-tq(n3pcUTU7O$36yOw}tmFiG^$-ho$$d>S(pE1A)NjKHIxDfSp7e!>(M~b0<8Tr_QUG`F{=<#2FMseYKt8+|Nd@6pL*j-edU;^ z&Atv`ObP{Hhfp|71^v%=@{Ie2aUhJ8oBa3s{O^?^&DWT=UnrS;K@KG)&L)~)Zx zE8UJI;0ICjYR=a=j2R{2u@8%Nk&6U9aSfp3DDje>?W-3H= zND%KK!$8!R;dB9)rq7-%cP0tPKYeGVc7T|TP+}F0l&AIMkD%SE%M=mnY&8IP=KfL# zxk=QG!zE4}Uqrs9K=ppQOuSOtR21a3ATCdg5KsM2zaDz?sY;NASaN6+Qy|b`PFn}u zXP8y&{OcgRa*0o9{O)ar`P6sEu*5z_?eg*()ym5nEjV$N_O}N1LNT3DkEUZP%#Y1f z=|R6j-HF9I@7C7m%0?#}{qAkXE933vU#oA7p!58{FE5X^7l4d$NM?Qfhd!0+3o;Vd zO$MfMvxDN=xVBSvP4}5G?DN}{Rjk>P!HienOYm}z?frTh0pi+ae6h%J>!O6y28530 zsTFN!e_nCeeBGQVQwKpWtB<~$j%liC>+F-QJ*h$fEg>CS2&T`@U?W3 zP!-+l$o44Lwa`XSBJ{bRE^~8YH;NUffCAv82;>%XoqptKiiTwUF%un^-55T6_rxV=s%y{RMH9)7*4&X3PeNjMI zi*(&f*D($|ZBU@3QFk`%iK9Jvven^t|1*E;N_dIISOMUv(aDBC16%Nx+oQ3)90KM} zaFEf-)rkZ7xudW$5O_Hr4J$8=6)oo1pe<{Fh*f@|RTMht9(=T$?`&TSzbN0DTy6=# zADG*68c2sblunjg4NP#X#Nn72CP>mThP z^0fGLFI2E4F+H$MBT}cV^t+^zXM}ku#c|Y|Nh>P};qwA{(=VVO23yNWCysX;Yq<=D z&;aCCXf|CVk4F;H0c>H`Z7T`2Ld!+TMd5QS&+9fXe9R{I{mO5rSUDeUQf$`L_7eH& z5XIi{UYag8_KL1{-(g$7w8ioGWQe_-r(QBJ?B-wx9Jm!~`D>3FwM;8^PZETTYc{7# zB;fo`4)uqZ43%SO&$SU7`CE;SUm|$quohba^yIpF;w#cF8MnB(Ia-bSwzuB?7{bgy z$WtqO(+d2Hew7Y0yT>#%P{}ELY|CtoA3l1}M4&f?>q|WE-~YnCU`ScZQ97FaTy_
(c+Nc&Qo<>GLBh0VIN3$*q0 zfM_kjE;vZouma68xK8&=e?1_5$bcen(|D8@Ao|51^NeUwn~42mUce^wq5!0zmcXt`oprtgTkMNgkLaxi}uQ<9MO2tEB+ZGe~>qGXZJ^|KgGGIK8yx?yzQt z?Ahhc9%Gzy^4;&t&olmu%?9@4QUa{g8L$}egI+7Rv{yd_~Uv1>>;kD9?#mGB6 zI)8THe-JwM{EKs@m@Al;`u8lrdWld+Q4BIcg6_W7AVY>lkv=eC0P<|fY=!D_RlP&$ z9;K=QxF?Skb!Yx;p*+80wuZDX_9bBIw$7Z*<=#0L?fLp>_e#k5I5$_VOifaE2>SEY zlCei=a3fe{= zlRVxS`yh24nE{Zq>NtJ((@uSYl9;PRdfKOIEQkNZjA1MsaG~Qo|5PMaazquCH z%!7R62=rk!UlW#LG0gYFTOfu@I6^wf>5=A}bo=^b#}yLjsKUDEz}6VfCa}eHzvAZy zBesjPNxb?Af?OTzPqrr4=R2ZRzyRZ%X><>qfVMMYhtDeY5l4xdBt5;=JKVpTIrZEl zfie$$4m zEizv3UY{Uf`*QN`ZQ>Q^1=U)eW_{Aqd82YI5 zQv5M40*7V@-Nk+xe01ro?0RV>PklvHVCLGID5%Xt6VyTeX~^$e{F#cnDLofjf*36q zTY}Q^K9u}zU#2>PeDXiv7PP1qFhdBsO!P+`KeV5Ns^njEJ=zfeG+E_Z63Nj-j73ql z>-iJ*V|XSv-FTPS`x|C8^vWGMtY~!96{t1P;|%KOqJa8{lSxUaJ$@kLd;%1BT0Y8X zh8{m<+Or2UkHRyPd$X2%k{&D9q618o4rB@)sXY*%9{HgvAz4^+iU}u73f+C+c3Gx8 zTtbv$k>}IexKcFv9DBBZ`p2*-2C^wJa(`fkEQfyw#}K9%sjm~Y8L!DjQaKq#Sl!vL zLV1Nn?6ZQ+$4KP4X0ZcY#tTof)ia|pyyJ}OeieX0vP^vW7Iz1cgfqE!SF3DXN6o3I z>41l8HJya-;UfxXJRa@*6POdFS6+lG5V6shsFpbPFKDN0UD}tjlost&xTXyfk*6!d z%ejnnL<4YXeZR?-iwI^^Qk7Pvp`7iZgbbcxlipYma94ek@fiRy}U<)?mE94f*QoH!hmI*V=(SP44ov#i@DPv(7Y z*CZ64jLsgC`VTt?joN|m$iuN@cI`e4_f8#(KdO%`xw#aljhRZz=?gy)XcTg&c<}rP z8v`cqE>h%22U$j&le{lfzx$y10IQGZ@Aj0TPg`)a}h9HzgikP2V8#icYc>$IRUKctfUv>gKJzVP9Md68F8_Z}Ghjy-j5J z@U)eV2=!(X+O$1%+D)+`EU<%Gog1oyVFdDYD#H{{lW+xe@+G@Vxr0t25{Ch0*?CLU z3VSmcpu>=rG`{Tl663JL3stJD^tlC*We*7`9rl|*2wnDk4L+UJx70KO8%wraz0aoN zC9?6n)ySGlVE*~#l#oD8xJ*V4=1MP@^y+n@&~h~CJ|wqzxt(?Pn&VwFhs4@*|6NcU z!?;HC6x1DiAI}33;dPzHPUc(oNSo!x-u&t6BjSUf5mAo_BI~Ca$u%;8lVZjZ46pk& z5E%q1pUBeEBwGbF17QKTjAaG?V$D4SH?k&L8(PW5rTv|}vf$#mEeVcAJ;w6Uos>OU+L1Hb?U@iG!%>UN#Sqzi-l@J`YkP?)wv*);otVCO zL`jX>9s!e5u2G>4;*R~j-UDs7Va0*8*Q~%gx}T#>^VQdh;AHy|TLo>Gq67n?balvS zs#~{aw<+m~c_ROQkx5Mp2SNEnCxWu`c&dtudYo`ON0T?%8gqVHyZNgQ+uUHOwBGtu z_V*ecWOWCt5Mq8cQtqrwNgngV{EYcqsr*>FWkq)j25W{Bd1MHCd?9NySThrL*c!Rb zo94XSmCgdedw5NK2L_m0Gf!0xzt!b__PVNuv~}r`mRq6f2o04(g;rf?B@c-=q>wZ4T-cm$`WxSm4c&T zHo4_QQTN7Ng@o3@>^FnH_sH0$uSO*f=1|c5a~-W#32PqgcCiP3LEU?QX*O0Ue^7IM z<($7ir;9mRCu{`O91W-zM8m$vY&(LkeChU=VIaS{)GOH)9PS;JPU>Gga z^$1vHo9`)(vtsS{VR{Og%8B%+ZKnm>%(`2p%`B9AheUk zN~%7YT#L;RM4Bj887^YacDP%exCvWby~HkYo7bV*t*|b2hlouhwCDMnFC%BmzAdHPYbl+ARZ4)#zAIw&+h6u?D!6Ey3Vhw;*J!5{bNW# zWrBxhFOQfwG9^vrHd%OIaI>{g`QJ(q+O7HR%Yj&yeCWweZf9A8)RVpVyBC1l%$~w{ z5i|npQn&COr|IVs8Sc;wZMy$5o0m-e^5M9x0dW1|7-8^eyG=y0b##0|o*=Orl3=M>;Ivf9GH#rR46! zzILugtI@Hxy1KN!IJjS&K_{37(91`6>-IZkxNO>W5>b=wPM+~vs1?j-gt>2&QtfO5 z{C)$L_oUvU@7`&K{hM|J3+wgK+2}bd{7$FTeC8V6=|>&m{3RKuXZx9&+xnZ+71|3w zF)3yygyrB$lrI}SQ9f*K5C~+#Y){`3UU6xkW6N#mHot(a9Q{gZ_R_q^>E4%A`>0dt z;dN?KSE68yIUjTekEKAkP^)}6N0Gq6+x{Zgs~5#yzQS~Ln^c4Zfw@m5 z2$f$jzJM^0r^Hv=UcQVY!&&HY&qXkqC0D@{6NR1aJifx=s`Dnd?Ei7F{Pl-a9*>Vi zwguYfeHSm*>`Hw*d%+I+%oWL@ci!>EKa7g}8IUi~CNc4LX-ZWAbv6@;8Jv057NZ4> zD)t1rcDj@Hn{W2G0r~3@n(fYrvIh+ zRBG=Gfilxh)e@}@>BTa1_@w(M)z=G@H?`nrX%*Vhh$tp?F<>af1caKAU>ekA-A5SX zdXA9kc)RSGCk9_vV?|`axbF+-P4eBD*cdXMf?73s&_U6l zrEGRIWGJk%JsMk}_m5^3c_U|0Q#yy$hK;jD$U3>k#oX>?*?@_{0e6IhTY{JLfRx<; zxFA%;qVf$bPARCHk#5sEC^s(>jh;FwjlnDbY?Eh@-+$;0CkuPl+{30JBqz@|WmHTB ztkK(FQ9b|iHC$-C76M3)d0_bKJf>La^7n$(!|&-WPsm7yu+d0$S<{aaQt$6Q;q)bD zQzw4DmbOU;r2r7%J;ItQH7>~<%;)z0ijBo$AVh}9(peL*w9f<@jhoJSyqeGGQUh^t zOuT%bS?Qgmyub3i{@M#GS|baNOJCFs#;$lq!0E?VAD!?S+c2*?`}7g^^K)Ezyg*HW z+qS+yh%2Yf3U-&sSrmsZl9+>$VLcw>YdT2`qG+HC?E=J6VM6pBE&s1ctv!Pp;$IEG z0HNEd0>ZV^c3~XDYG1HNRcCcte4p(sS9Txf6XO6@t$zGEySS|1FjX+S)?o?Om7BlI zaJqU{jMts9q^pC{hH75!F2G3s&>bqq8^=>5+~X*>s9b7=ngvB(l^~I?4UW5Ue}N1tC~G%>Syls+2>5enD9J z9aGAjVi34G<<1xqI9L7JyD_S}#JD2vA3$PE-z<@Ot?fU=zbX1@5{0St_f13Z}T>saZqR@LJ zwDd$lkWTAz+9^@MACkR#y!BC2ej}wKmf&9>c=L0^CEm9z=lUfF^54sezfSj`q9KKd z|B_4xcp8>GAO0WvmK4Cw-w}eRk-(Xe?4KMMc<_N#o<(=>cr;OS3WZEqe0j?2$Ky2t-Vk>G8--T0?zc(%!I z0^jdHdiN$AM2_~v@$6OOcmKyP`9A?@H?NOpt6qNcl%G<-My2>eFAD&oKL42d|9BID zH&3DMT$ZX)>!kQRn3NWv(V?wDq<7&h-g|ob^Xv!dFQZ--o3;`1yY6R2GOIrit#jz_ zi>rfnQO4ET9z17KE%sglvAat7DvvT>KL`UHzn6myL0(ZEcfh8TB{|op(6+Q_2d%Zk zSan(6bK;cy^FI0y-!(GCpF5RJ$XX#yirRD}KVlD`;bsb*rqn~)82aHJTIk=#bJ75i z1@^PT#kz~n(O>p4OSluW0Atc{fMV;TGhBmO^K_Yiy!DcX(lN-`(M!>^RX>Ig6k$Ag4QgFfKF z7egR#SU%aq2XtCCCWU;@i%W$5=xO6DPMD|9XX$()ly_rb7@u!;p%<~#9VPeqzVmBd z=mZN0^a=Mw*{{x@zXt@sL)3*NHT@4Bxg3 z0P(w`pk}|AnewL4NF}`OU$)%@bir9Xt^X&$_KXjyh(^M%#ITQ{BbLD&aFd2DyApk~ zuU^pH(zTCL1wGJ_-Txqo-+hATzsqBLu+l**9YGi7dVY+GZ*$vvtPr>JuxCS&@{*oGdjbsUrP3@{bk#j0_2PJ9{!$72ih~ z+S(2IRk1Thtz4iL1$?Sx!s!Ae5)h2@D?Ra7AN2m1jDh{{rB34oe>l_NuFolbF+~1N7mtSNaf_CL4vgiGw`SS*7Jo)y zk#I>peahfr4;?k1UaoEw^-iyZI8q;q{gOof4h9SNER)dX{hp5IYrjk%)sEm^=kk@w zbR!mcHBoB91RCapoEk7S1Dj5X1E4qUE;~%f$godM9{|f5&B5MH%^rlU8 z8OpEyLMGbi^M0xl{cWy_d_XRHU?pkiUmkZeYw>s}P1Phh{ZKk8@n6du@F#yOWC%*u z5~jZ98*@6d4kPtO@LGAru3B1wikm4!3DKDJtHLIenY{l775Q zFYv~_S7hfT`^y8|`|?@9$F10Kl=mp^nIl?M;05@daT z6v*SoXQ9RpxVct|7WyOQ&jkBL4skDqEjL47#oF}6cNn-WN5ufwxmj+U{mb$bq8o?Q zq+oDleCkNK<6KISdxumd_iOFYVmW{dM|C}*2m-rDt5Z8h@2Ex3oL1<-#DF;9(zoW`?TXhCJ# z`UEOF8-gp`<{pTP^Z^*X7xxPssD>rFX_pQ@s9f8(>{7p9T?P{1G`HFcZsu+5(ydDa zSuf4cjw04)kvhgHJ*@G29gNBMr}$EORg3rWX8D{NrDV#>CU;EYkk;GJ=sH4#LkGLPcg@J zg25!k#N{TOBw&BW_>DHaxS-WG)&BnY<^AEK1N{mJrTm(bM`R|zf9b1xnnHa z7oXS1ap9JyR`n|BWz6fq7yip~g2+MIeE6ETZ4m(UPLil~FyQZ*oi!2CcDWSc?^+i5 z=fPJAOl;w=z1#k%Ys2DhT~)d^pkbaox&C#TMTVWy_F4EQTDIuJ-;p$nChlZ_qygJh zS|G}@<6*Ua`U&^f{tZ%^4XJWQP>k0ahGKM7_c9)3MJU9bv9nAI_NkiW<&m7AfI}gV`hz^1#i4Dc+FF;GHhSwF}H~ z9)KwDB!>lbCe1SxY-ysiBzx}ta%P85Na zVtm@`#7;Dy!B^9A6EvPs>Q63H`FUxe1m-oH`ir4_&4m?8hxrJk%$IAT+?ZYkaWXLL zp5uQhyQ6hn>YeT$NOYB(Qf?0@zyQ(+Pd0cpd<6zLN=hWXH+I%ATT>YTx>tANJzVM5)^d$)^vuVPNR$f3gO^J`1x4%9g zJF}REF-eCr^zU`+YrQNaR1*y~1ZD2qDYPMwm=d$htb{hPdjGo_e^NQH_ZlQ33MLn1 zJ6O49LC0(1(;InPk|CY=d@{Vhn=?~aL~zyB$hyl>Gm~B5*ODZ zxrC|%l$N#CD@p==#E1&98#py_I$Cs)HF|Zcy(72P+`@B>1(rfV8b=Dp7a+dd4Xyn2y6V zBVWB<3?Qy4eNUWc1_|{SRdI9)`nWV=sKk(r2Vv>l#slrP=rn?J`Y7E9pofz(JK(}V zHmjMtb*?waka*5xTC)yYVYL>e<-R6+URmn<5LZgj?IMj~{uEn`r2fU%$9vs)w>7J6 zqD_WpejOZNQH<3W6t_IS1QWxt1&v8i-@tbWwDucIY?iDW0>ByG4RpZ5#E~{~5ZF>!t&ujqbOg3bc z9qy@=2sJ#^uB-7qH{f^PP6$32NEfRgRgoZKM{5KqU20z!z)RLRH)Nw8rEf1{nx>tf zs|OKri=Vq%5&ZLT28EUQr}>!LPr6+HT=6&O(Dy z?GrF%uHU!1i0>1z(5&_)k1haHIvPNHDag26ijLx-Arlub)`xsX#qn%T>$eRfl;o9eLQNs_CbW?x}spfeua9V`&7 z8ezsuk`N#Q?ldh>j%Hn1#w2d(%hS+CXuh zvN(BK*%HW9$i$$AoaF8hcBd~(!_jl%E3j5Q`gNTv;SBub7?tB2DeBozgm*tQ`(i0^ zPMoSE?cpJKR?-WOEhg)x70rz5v2|-hG<=-KNiHrSr$1!)gah00=SoLv%=VuT^P%*) zI7||O3Cnj4vzg*yMGQB4nHWd;v_g#jz@eRYbnz^Ut~yZhC%VuHFvi@Am~PwbZu zD3V)U0$EfFfBnRq`CbSj0yaiY^@WEa$D~PZBW8}r#IAND6(Avvz-FEr+B17~1Q%_f zUt3T^Q#(K28Rck3bDb!MGPCZFS1-aX$e@Co)+;$sz zy6|g(+b5=$%p0Gg%A)V@RQ8pBNebS3@Wg0E!wef8i`}s1;Vp|N?meSZR?+wq4{TSO zMb2)C5vB4rwbM*-cpqjaVeEU}lc{eWcs?0CVBhQ=a%q_$J8+KLM>6$&yx8E#QM-zb zTM&Y|SB!#O&-cR#M|ZQ&L8I=X0ua~8BN$M9npz)x`pYNwa}zyxdhSW${bFkHxXOoX zddD)2zh|_P|3FQQ$k-v^u7Tv+T~EMFXa=8k%*p7zD0fM!;QmF;9FeOMZ7EOg%VjFL zNn1E?*0(@z|F(Lv5KWczmj&yDo+89lNJz-)LJ}Y%F=N$?*o4EcGVpvNy1LV0ZGjIp zS=M1Uc)7yM0vBD(CkG>vtTdznbJS;kRgV>5I0zyaJ${2hxzbLmuBM+Pm;`7m-m%#oQH~xB{B2nRTYQ?rUIqAAwW8RK4yRHk8-@9c#=0RG*{!LhDNV)V>jp}37;Iw_?{&32jZrHW=JrfP`9tUALE&ID=l&PT#U9Sfw09) z-@eID<)L^|#+Baq0o^(TU4F z<0ORxip5*Y-03!Qy5_;#q~c@?$z?b9g6h~=4RrSUo6i#WBCk_-$fFU&`n1BR!EyAg z@N}}1YYec8JS~*wPnlS6%z!K_+J#0f)dlJ)CccdVFCwtog zyW9FFaq8Qrm%`xjVheFu+TVM}8`(~+d{d15sTmL4#4lZ= z<_o9Ep~}&|&x zE_BSk%YOWTd-WjpNIOS4=f`ShUqZIJ`Zlt4;<<&~Jk3v@5K(PAm)&BB_e=YdqZ5<* zbK9BV%c_vw_k-U{!SK-3R=o%F(N)|sA#VNfRe9LyKQNh8!W$G>uLTW3^PSN07(_l( zbwcJ2*gCQ31^=3$u}h5G5Elwz%K!Q+{6uGVQXnh@rVdyQihF4eI^RGvxX>7C3P-ca zi(m?QoJJGH*^io^j~wTrHv3D`%4!ZfH(e8J@$(*-)qXw#%0)}(H(Y2(-LhJ0Jm`-t z_L+<7t%O-|k{jCIW-lg9L^X8+Q?AYWwerW6k1m0c<77`Ern65UeKLrnj?+YdDxxm_ zGskS)v*pDX3!NgWg0^21{v5eHCc{yA3|NnZe%=ga;oDB11V%Z2)>Ow1Ew-F?>(;5hglMw_(Oo%Jq3dFU4w~^2 zeS9Gc9Tn#Xy0JyUoLY3T?tE#NQ&nOqTl1VdR}XA`vq!~UT&THjw^q%l+j=gyJUFbl zY-Gb)Zs_Hg>%##Y6^(JOe7r}q*m7Gh(fks>nzO$maOZs^qxlh0(fYhYDp};=1+3x` z?MB6fy7Sl9e>aB~o#qH zKN?I9q@9@SHGjrxgF z)9>X);Hsv()xzTR#*1fdt3k31fgeW!AjD{lzP7ucQeAiEQMWTzF6|4bq(4B4du{!8 zihh#FWu}%WwDVc)V`pDq6+3n^IL@M)gEC;HtE7!5mB~nO%vM%wu@k2R zQwlr8`tnvx!4DC{NDqWq{z4L|zfLl{(yLXK6R3h)Xi@^-Xi!UCz;n$2EP?OjQFnRI;XIz4AYr0ki11W<{0U`IG)g-7VzQfkd;gA3buS_ot_`d#a5?W=rZT7ifeF@CN9*%)}WcF z0%u#IT%2u}{zm1~t0ea#4b?^~bcZCpguO{m&SG|=SIHDh*g>n@ZWe`f9*lumvnF!T z8}Hh`0+UaN7$N1#ahG$rZMh0IgEgnltG!TBtH+o(4-iU1o=Xp0CI3f$5mg+7BT2pv zYbJpz>o%kHG^ZR}@i9}9oR3eEf%Ow1P3Nk%O|f8^VWo~CYU5QIF`Z{LCnmYJ*W6+jhH!5LJ^?R<@Sh{fl$kpX zpBMW4Kla`;s>y9_7ghv85kV1A>7b$@pdcU}L_|SALAn%0K)MJCJqSpVDi*3V0qLQ) zgd!llw}h4e(i3_MBm~Z6t-bbMYkhm~_xA41og96qWP;sJ4+ctSLu+s2LWUDCKxpHF7@ z*imnoft09qDA^q@_M$4X41fonnDT=o3zn1^5XQBzHe75uGqlE7r?Ng60nl!$u-G#^ zd7SS{xz4yVLsxsau0OA0OTd^NXZWZ6nN@J(h_Uw9>?R23-mTmw zh#sv=ov%OqhIyM#PYn~OP3L51w`<6x^m^5N#H_5aMxwAbdbrUoROZwRp2P%K$0@?N z?yER5pH^Ab2|78$xwFQXeYtKFkcbOnwdG47;Ni0WnUyo&*txHs+HmL?azv~+kVK0E zg*?W05fQJu*#J9$f{Y#gm zpqVjrLN0sQiSiSnV@nFK96PBcP*V*5xu$TTxFu}axXMF*wWR1 zSSGIyosoZ)_wu2ZbRRUS_Vscks=4i-D~;tOc_4(kY!+~;Xe~mG? z3lxsCPxPZYVh0r&zA3t1psWJ;sq3O5u^(%e`ro402yR87^3(XHu^!9n@txV}0j&J>@0i!Qj|y{JA%(1`oMQ4-;?1mNCBg zg8Xtr|8Cb;i77|vuWpKXYRap*g>F5$E{lS>4ma7q13wpHw$E2? zdGl_*S5Q&Qr~D7+ZhSDIG71XCb|gt0b|u!jtrIW+jewKQ}qH~gbM@R?UQBngY# zKNCODKQOE}5(sBEt2YKZnR{<2ZapHMy`u60MGoG0V5sth5c$i({9llXJO$z5j{tM~ zK|~(tIBvc=Dc$^heg);SV!FPW+fEc8=BTTb??7 z&N+4YX7S(kg=geB$It_%UO}L>c4Cl85x(!#nCrv+%na>237Y#8g_qxoI-6Zk5`XS{ z@0>G7`;j2q^XE_C%WA$m4OZ3Fe$9xTf*a}(5tUT zUUbX=CPAw;<4F9U$R!cKSrZJi)dNjYhor3yjYpxF1Nuc$Fe}uzxmL=qqSUKtzdAy zW`mOzOt6&t^RE8$?)^7UIEz3tiDg(hXz8D9)58|=fBqMQI+XF@CoSjxmp{QR1=Q1# zUhjrv|J&F8>lb}qsR6}r2|Em$_*d%NAEN8O@5TSyh5vM9{`CLbdZCG>f9E&KQ=SQ8QrIdo`1@7l zYD;rCwS!(mlbJ_*^-dA+Vr!eKEVydXou~#Z7kB_Wng*Z#gxeeFCJ#+xK1w*rr>$tn ze}6QB0(!e^hZK?#EYQS11e_c5e{exQf?XQZZozqaSvE)Pj|~5dl? z3%I3!Iw9aWyC}FbBI54g|90!SF49n5h`a^zYumhxICre1af1iHnwIQ`;T8rd^;R{d$cS0DF;%}1J&|2Bg4 zzCVH<2vbk(tohp(NZ+P7oHvzd=i1j&12;GDzo_a^vcTo*9p@5|cE17g@!?vR=mEga z7}Wwf!@~%-)Du_Y9{|Uns~%9hehpw`09n#x<+)ufI;}innN(K(P#DO^^>^Am4@rcJ zBZW%%Ye3YJxH7ijWYj!}8U-Z`8Zxx7uFX3PwBI>KpvL3UkY2l2AibUZa4NvJ^ic$d z%(X*iWM@3;&~bIq%E}zoP`ae#U3Ux*SC742_oW#GK_=JOj#TL2WeQf<=?`0)li`z% zC&SBNqurqwMOywr+Ax^yZ6Kwuh*$eD9aDd$3;YeScM~Gv9Ly9q(^*vTCt}#PHoUkh5VEE(tIYE_3QHsmeX4=>EFoRX}2LfVM*Y5CDr74 z$UTXd3FrSquKtqHl_xn1Ou(Ww(~VyzxQy3%;?V?_-F>9bo7V^S)yMI7MkU_u?XJ%b z)=V15-Lfm{8lM5~Ip1zLv@@EStmGk<2V3~_t1eeG$0<4L`fZBK91@-v?lOx z#<_*w4_Eu0Yadik=?==bq1Alg{2hHd2^zYJy*q7CVVWqvI$UZ~e)&<%<9|>jqCBZi z=Fm_TPHiuZ7MaZnR+?AAXqot~dDSlQfB@?+EVDZf#j@8?DoPLL0CUnR$sTm~V~;(W zx8&KpyILAGz{(?F8O|#9a6<;L-PRi>6xP8o(z1;4c-hbt#%Fy98tjt^Ci-?Ln1BUk z?V;GBvbL)=^rGB}u4;72`>!D01q@`rIn@BohH8=nF;3K|yP~aGeV4iYVL9BS70|{Z zY}zH_sKud0&Tfk^_iQwXoU;P9G3K`z#y;a{Kr+f^5vFOW8Xa7qzYcy>8L? zK&96xR3>m=E&i4k5S6Dl`dEVYCGhmC1zw}qEl~M(0AkoPzi^60tR7s|Wj>fj)#%Rx zP3OFR>gjqEN9D+7OjzVQ+4o+JpQ}CC?_cvv_MU2jB+zDbjv#KfizyN_HZT0TMQM_& z;0dA`hLJ8w=WbFgg39g!GQi9%HZm8&{9Oqtx2b(4ZQJ2zcy-YIY1_>B!V2oH7cpX7kBH*c9-wjFJ^I4euK&B5&8&+Wx+(+ucvGR}^lXLOgmdGj&gS*YSKh|A75 z`U7W_YYctQUD+r0n?f#Vk7sfpI}Rhr6D}{?NsBW`Oho&KTuxY^UuN-~Xk6;P@Xbhp z)!OPnJwa9gq%bPIxw!$U)y~-lvbs4C0kE*=jmye-`q;#ta_+~kE7Qa+{I9TdIVW*F zGuOYZ5;+fDfX>K8{qz(L{~0v3OXskDi1ztB(D+dmbe8A&BRB5nww0f5l#T7<5o5aq zi!=u@mOobUPre+X#JG&RjSk8n53aq#fJlw3x3k$}i_Rnydi_1TgYafx9p8MJ)u=i! zMa$K1BHuCK`|SOsE$X@e&;@-eXSqE9(dG)OCj#tH1`=s`C>(#8RfJoDw$i*Cs^#$O zIiAvY(qOg7FY`p5m~JA4!R4y?i7R{hf!lnz!|wcdUC^EPH)WN-;P-gJe%_|vqSMd+ z2)4k!^kv&-sQdQavBKj|c4va~a|$+K#oyP>=Y*!|c&zoGpie$`sO^7n{*vR#ZQ%Jp z(f!Cl%(lhUCz-a%l+N$M$&@oFpp54U+P8T(LUup3{po7>Cjfy|-ZPSUUL$LbHqNEd z{Zo6K4;PT0^bas4r;*!sJ<(`X+q9v^E;_G2X$b&nFIQ^Fhax!rVyIDpC4E?}eV#W9~yBT`}Ep#HePO>~Q zNKz7pQV5{iHCBlh5E8XPYiqm+3dGJ@xsK5@oa36md*Pit&E%N?i7*L!Iw6(Y_I;0L zI}h|fO(?{3DY`QyICg!)R5)rGdsG+6SAehCml6@@S1lJbX&qg;?QG;5eH#}~LP^N= zt^guJc1u|3(W9|10SM=7`6)qzp^xjlnd}I37%Dd}^FEsXbrL?4s$iHRWe{4A%L-V{2jOVFPK_bdxbwfLs>~-FsTIm!zURz;`p%V3 zBgdGhMe&@uP8RFaZN90L5V1+E%*R|?CH{dtw!7=ek86u9J0G8+vr42iN^6*)qp2$b zt$6c+mggU(-GrH-oXL`QEj`cqTDa`Czq+|+2dxp`)ip5tUi>M+AH#*Yj+z|8F!V9s zO#s4pcH_=fngE3~zhuJ!S1fm$^JrP#ZSpYEEScJ+Hup$iLlX1ex5RkhQS;h-tvtzT z4nr$<>I?x$=GsyVCie>RKnvcW5im21rfjOKoPg?n?y$`+{m9Iw0tjXK-W*fT&I@3Zn?ERjZO|BV&+-^(aWg*dRK$t#c!6tjpy}z zub|2P=#_cyhO}0#+a~a53LT3|@nUwT#pG1uNz`K7&5mLr?lcXmmyD}GPkyj6jG2By z!j{VDW!Vy}$Ky@w$8-Z1AP;d4=iz(10i$cb@XKxU2~wj(TEip-!Nakd-bt2WHNqfASQ*5@Fc(S;Jbh!G-0*neW9XZD~@1={qj!=rgjf zwg)R;YdXn)NRXbGx{Yt#nb9@6qJ|sLEVX8$3k(&5?o|~xuU1vC+eC5;NpEsyD#-ik z`xw%X)u<;(reD|ic{2FdOR9-u)H3-~3(!h-gRWJ{Z413xr;&m8mn507F=g0_t0l!k z$d~md4T={Nb64-wB*DIg1NQU6NR|eME^;vkOD#cv=8Q#kVuJY<_0M|rlRk9$v?pJGVz7kfd6S)XZt&(v|IX!w)N zyiDcrJJ0>xDQ4Vmc+a@nCGn5fubz^rDr%4nV1O(+{ix1^vQ}dpgyJ4A7UX@GQCFmK zdH0sS<#TH+tM6}<$I-tV;C(psz5LMrJ8;uRx$`xoEw#Po_bTn41%;j>8Y7)vIp-GB zOhZq5^i0w>pKkvh=l!A_>4UN2zEltK-IZD!&8#<~Ct5x#$`UKQV&bUk1ag7Boow~X z`gaexMzkv)IO;n7S-Stt2}t)LbdPldkW#=lO;AtSsktjbGxK%w^iA}Se!<-1&(B0H z!5_?aZ$*i`Q=(B{KCaQayJ2xr=-1^#;OOJz!Vx;fFwtPIi+~A^V7LifHXq1=J1Tu} zSk%*Nkjy!^6xV#H@4r>UWRjDsr1-AUy+Y`-An&0o#YBpX!*VXeph3+;IystAbw6>j zpK>O?g7Cr_>3Q-IdNaL?;`Fc8PR$9C>KkqqtJ}Y_aGQet)?fZb)F}?%0BgprbH+DU zUrst|gafOE#1k#wC&RcpP@sHiuru7ImkfASF3>(o4%mA497rWld1O9=w1Q=W2*>#4 zn$jDJ@yKQL>R)}&zDfPo>b)G?`JuhnOQ-PQG6NkA=Q)u?mw)OIe3Vs>*vy4rlF@<3 zK&;m4_EYsV(7Hk(dNzAfH-!3l8{k~~c@+fMf8kT0FdT=G%`wC+gJ*5LS^?M2`+h^Z zBAw<0J9Xi<7j^gBz8E_#1(u1pEO)yj?)tCSjl2^Z5mia@6mI!+0UNs{<$0A%eX7qU zTgQv%UawH?GlhQZfn0vx75DM0BEBYibl8BKx$(Gj429TNub^W=_NxqVf=+_zFz5Vv zKD`HxSWqV;szSLQaMkh_vp3z*&6$mlYjl?gOi#MSMsclPJmXQUCe=Qm0JvwP@^9nW zteTrfl~4`mQVKA02~4JT7imluUs`6)D(dHquPRm?gFHjLO z>{efS*Gzuj{%hta z&2G#n!w<07hjhTyaqIcJ50%qE)3T!lv#@mh2B?8;K48~?bcNLN2Wf#{j_0lG~ zO81^EC zD;9%z!_&4I$o3D3m``&uYRcsgF93kKjeDtp|=NqfJZ3_$3x{`c_LvlOzkRFj}4Tr=9-ffHY_ai#;1X! zR+DkaDAFS^^n!#6n#vBSFlOOlL3zHV%_`-925R1g7-#foSzp7+t$`BE&vaC@CV z?~0iQ4$@b3gQ^(T9mXoS+(OX~$cT~ool|UL()U1s0X6Od=jKWemmkD#;;Y1)2Le-- z`h_p9xXs39%w)v&Q{rRy@4$T1)W4{_0S#SW&e=>PWCg2w{}ji!4f>P-E>_r19VsqP zxf{DYT+JTXOfDG7Jw}%zY1VYA2z06u;dbmi_t37zakpJFB5&+(iRW*TBz-Ci-!y8* zg6zC$aVG{FwFXs>iR6{L)y{9-CR6Ma3@CaJkP2k;=J15RfsR{2rTvy2&PGy@5oZxW z(U+LGFT$(Hx{p7C3S!LkGAcWjIplg|BpkXlK7tU|i}uSiz>fEU2qR!&kxrZkS7s3? zs40>JxPY;9AISj|$0WQ%;v#;{GS18H!Z_3{1#(x#Nuh0<$euycoyBZuSGG z!aCO7y^tnvg5$R<5>>N_D?$dO(K zbU&SeMa68RWCftboMAbu$0*~ek1e)Tix$t(?WZ4k?~%MqEnuWOu^-ATlvuTGt+bol zz#A8Svz5P7?+5#IA{Y}&C(;8z>|=)cqzxc_Saf-1H&2QNT)R<1qMMW3pVpdU<3PX8 z#3AMiy0+s*aX~^FkoLaOvGh#Z`hQM9zb))()Hx4*alM3Yp4*Fi9Pz?jofYSnc=@p2 z%)B=-Th|_uD|P5$@DftU{RgD$L*hNsT_1W;xaB_2ue%IRm+A{GKxucfs>_)`1{hxp z5S~(UIpvuHWVhjKJ$@Z_YSLtKlD3eNyAYYOH{JTNH6YA;9#OPBm(aY5@^|5;Y@-$p zdI~6jUqr8#2-ItkY+fn$y?kg6GBoNaRo*oS=#*q`ANy5`%+oJ@Mzs!Y_M2!mdYvKAz(UyU@QJ zCwyo)Cx91lvb)a3I!aDlef(`ucb^$MtE2JPrMf)Da~=i}+u_*wzhl^cgS7wka^lHZ z8Um2`0cpp-a|n3n|6`qre;OyJ+wkVZ#(l0o`fu;=%Dnh{zT!99qX8!2f;^ot02fQ2 zqc~N&_qd?w@gG;sKkCT;?@Ma%XV4!Lf`2_AzaN%=_jpeX93Y<2paPk{;nn}~?AZ~udw^6xg|FK@l|JECMneQNn{K>1%j^XD&-e|ZSu z7lqM`{xAKJv@we>Nzis)SUPgui%jOm_Zd>~Q?SZ`m_8Rhk;Y2iem7~#^ zmjm-D%dO941vS%>LzC{@w;puspDJBQRN)P~B>Lg6W8M<;L^EA|>j#8aHS!r4qWBIhSJWrq zG5dGI4-5pDPB1a$m86ttT0J=ztWxy(+7+(08lfx5lAzD;7*y_F-haUVFx|-G+vn;V zO9vY=8cvuwS%TZFtVX-tE^GdBf|Qd*SBFPehu7HnSEpcBC)+VQ%o|m48^`BP_<=0N zv6Ie=o%r)4aBdYU@ zF1IH3BoYrNEq2SHsPz}eoLCHVP|PDwl-aBfHADjXRhNryVDI5W3=KBUGY>UXvlr`& zSQ=*aU0F;qrXO)Sc3eL}#M&^ujdxUmn(d{HPJW@GLuEgVyj9*}QBsR`S$fg<%%y#_ z%&z$2ct_}ski<;gl~XpO%bNUp1<7{Us^J=eC0)w*LJ1a*P9aV#gSIKR<;vvf;X$p+s{kwe*TpE zI>onaHls9B`qG>(=5d6l&1a+j8Ef=OseFvfiXUom?>qF~{+`&cyz)G=xzjKrVH{T6 z%(1fc?4V?HrD`x7GKzxLZuZ?|k-=5Bh{gVw)BW2S@@5{&FvPKIReac5I{5rW(5TJD zr0V6GCNqP8m4@_I(Dk95r=^TFkat0ybhARYv-dX;ECt8wqzHWYcU_=|IYxAds^$Nak3 zt=x7HzLHJWIlf09xar_=Jm8~ry6Lx$iRBamV+p$q|PXWs|GzF_MNwFSF#Z4+7X2OYvXr#m7fFsh#J#O z7=e=5%14ND=uwaroA)5nEN??JVee7`(z(c2kdrhsV70$-CAzFEECCI&w*jgZbrsq4TTDIgETJD()o>vnN`!BaNxZ!`mgbFmu2ecV(>cXGZ z_|JtX8gKLF3@QmM1@n(0PzmLF(OpJMc&q-U-oT`r5J%QDE+H8Qf1@6qx@V=2w0qWH zF&7w-r>w_?wRZJF)YPt=N;;5y@-#-t#x)i zq<22h2E&$gt8+UWp$q2B)bS5@fTgdv0oul)WKb~EV`nmO*rvfmorx2*1|xb%i@>`xw6X5lca`HPi=Rv9e#MobR3Kbwz6c>q2`5Jm&9loUJBJ^ zKh}cEH*xSgPPf+H?7i@ZqSkCLoIm z`G&|Yl?t7rI#`Z*{;6}6s5=#2Ny{t9@5`gL<=(pJ4h2oqQb>*%YHq>OS3e88!4}mG zDSg%g(XVbRyTd`%Hh7Xy(6F(4{zsNDlHLUa)mXf7AVD*aYbY{rCs&D&UzjY(Ph1pu229n-=3oFFPb=J2bIRW|A;D`FMYy#8K03OvN%-y_yF{j*H+> zYYLA_<+W*z(m@8o4gsuei3B$%<{g5o5Z}rN#nam%?$XZQaW{4`F$Eck2E*M4j)M_a zQ7ge0CB;fRwEJ$o@^+TKn4UeDv(t!E-vtA6TC4kKS|T6A-tHXZqJg+Q9Pt%3=g@aC zUcB@8Sm=3yE<$lgCFh2R8Fst>X_!h;0^& z!?q8J<4vBe_nLxnCoLer?@t+iN%T}vir?P~HHBsqlBGKrhiaU%&55fSwD73>$6eh* z1|<*TW{~ay1`XNBDc5EWBh)XY5OOmIY^Qg*a-(Km31%=w!Cz|Y=0iWFBNUy%m_O>x%?%rLW zDV~Ble_}%lCY|{o<}A)(9?K=&vMdgkV!00H?TIn&hJJy1a^g|Bz70UEyKZzz z+}<;41*@O;+;8(2t zmJUaV!nHD>+1@yI*Y&jPuqu>*VVNFY)nNBXhHt^KBo^BwFG(y1nP0FX$26zRaS4); z=ejoKRd6fL0?gU6u2~SKb9Rs?s-rjrmritJuL9<}R!vDp;-VQYSl`XQa_OqgP=U|* zfCBZ*_6lLltJbC$*;H<9H@YpX#r$(h?x0?16yas)To{`eZbUA9-e8wKngPVHB(emd z>S|dBRUB}!o39@|ph~6Q^zM><wYcM>4(dp-#$OH@Wa--Xu@l z+!k&(Q?6+vUc8hC6N4OvhAMnrs#PO;x&u%Ds3dk#Yv-57H`hSiIH@&zaNp)3>kZXS zuTfOqdy6X^|I>t#E?@RBy{-AgpgCF3De4iX)Dczwxl$BF0R2L|=(6Y6g>kqvaw~;z z8F70bkm((xZN4KO2^zw4$+#wr(MJD>^M;iI7kcJ(-CZiX$$F(StN!n|-DuCwGjyg#CVsh+-9!1CWK81SyV^if~L+S8c8|2~|7 zcNedKtt5P8th4`fRrF(@>opl-WV^h05lXZY<)Oa4)ZQxgs}s$WR4lpHrmAR*3e8v4 zU2)a+u)*%_^?1Iw$TZ1^%YA2YsF3Z|ZV8l+qJj=?eVk#tBd-(clCOeF;ds-+1)XCn zAHL3;^f}k)&O}?DF5whu(R<2vi=N-MuF8SFVrra;`cZXQ{)KIE#rJ0$m#`koMHEyg ze~!!hIuV*yf{h@yC(eGLJ6v2(9686C>2V~{`SiuZm%pDBA202Ry^Z*hd6)Ym>*?de z*MmgrW+iN#35gqm zo(%Z%+ZeuW1I{pMYhh;MkDWi9XT2#6Oa|H#z3tx)W*T>bI!o7Zm#o5X0{;pe$$w5o zEXq+MrXDm^5yEA*=Nn>W;VZQ!=AW*rm4T#Wxqf`nT_S~y``8M{wFh#|KGoB?#h2WZ zEY#xJhZtDBqA0QKTj8DY;^W6<5AH^xEYmwq%yWI&+uaxiYm&Uy%FbM~3>)F{qi;NX z60*v9u&nkx*pXd!Y3N|q&?nNy*oL3&{vOr#dV2$OaCt>^bT}!(E?>by8SH@1v1gof zM`3%cvVR^Z7LQSUQI{A_TqeJ>8!l=zFzIW$y8KEz4OM`XEwYPmw*{FZ+kNf%i^r51 zYeJ+(M+zJL^BQQml)qDkkG0x!i)atY##FvesV7Ys7q@$a`~VBJy!}|qB>`md_=<8? zU;5rHLEw>AD~H0ky_M2(*qD|W5Cf@#QZ7PTqu5U*5%*1x@7^S{5wNA+(k85oVCxEm zPWEWJm`K|IWz4_sL+Tj$Xd6jGAmLc@=MuV4f#BAwT=ziEj)2-~V~}lWJ~d+9>{t^^ zEtFVtU2NO$0Cvx|_ZJ1p8h2SPF&W_mgH0SUxi2qeMvR81+X{KC`gqvQtT)1ubLp_i zrkue$_Qc#m8q2PjS!BT})abAaWG<7enGM2J1is3R${uV^J&m^;SbfyLmg%`Ps)liR zRQil0i(4w^-cXk*EpkxG^3o|E{B#v&kHbn-J1Zf}zT4&QI;IQg-yRpV$MD&sNGr%@ zi*91mT>qW=2-!Yb6p zcS*u~6Hkj>dbzO`!vgwC%);9hrzPh(J(dQe?S?=4!>S!D)yr{%*;MgmEMs@->SQye z9Cr6s$-*8^J2sKhT35ZE4;s-rUYQxJ)nP6Ry+MEVY1FnBDb;JB?CBinR5HF?BYk`0 zoH*B=z;vsITxQ7ac00vO{c_Se76dlKI?NLC8^=4#)!FjM@4 zd-yO!NA=Y9XY$H|!R_{p?tTp_r0M&CPY-6<7!Og0eR5)1dIM~-`4{_yJgHQ5F@ zm7Ny)ahnV@i!jjep!Z=DaXCmmn;KzkJt&FkKF#_op_^6W&CrBG_wL>Z!Jl?E4ME_w zPFX_*R;^YE<->r;)nhKfBmCfNi({s76UjbQR!}X_OZR>fy<0PqfJ15!Y}q`VFA;xD z+}@HWSPk+U@jFzn#m%%wix;U(T+&f4y{l&wWILcnIZB7ii=rCWEyuVQA9!58qigx~ zNppVo${jW>Y?Ygr&BBD#Ob}1_YI{Q)+C>rgN$7OVOAfvv%ZS)Cp(9C2HTitH@Dgx& zEL|mv`>pd)%^4G3rvJDVxiO{NGI6CtXwidnDB2ZmI#fAm-^d<6d!;CGeIf2djUPnl z1TJ7%_ww(v1%=OmHygE+oAO_#^KEXQVBYjlDZ=A?<^ILN3P+An5Wr)1$q;}{NninI zE9=Tg_FLAs6n)bkf|$YY5j*1&EiVxsO?9i2+z~cMs|LFqPy@$h4s2hN{EY~oqo0k9 zz?TPlVdN$8_}gy5*E7@BtRtk0-kLZJug`q9zY%y!eb-02XkGo$9$5G9yOz8MBkZo3 z!A8GER@t4!FDZhiP6db19R1jsr&jsXqgG2E!;Bh1xf>$|(VpdlCSIbQVF`D7Ridsv zU&^;-)@PSVF-@mnYi4x{?TnQ|>*O1o9hUpf=jAZv-C9t!Id$lKO5hL(P!j;*y8D4f zRCc~k(;l4BdVSvqWdhr6JS>XBp;L4&_^7i%XxOxi(OX>e5+~cTtc@}F`wj_+tm z6A@jFI8htVkR@SrmCNXWRQ>QGEJ+Q8)B|9ixHZQHAc1?o~GsOQ`|EAk2%i&4}f& z2I2#Wx_2%Q+vs9a78*FE}ziU!antf@IX3#`80CEtO6o|jDkf$uWn$+a`kIY*#b+}_$;h`Wn6L*`6^z~E-(-0i{?#pCg~5imX4V)u4owu`gOUspD+ zys=dvYs#-eWjEnw)X8JFb*UX6=vpQMn{`?5A82>JJ ze=Ga(w|kDviw7%{r>GW~q@OacnaS?-j7uR_Dwrupug&@9s37L7_Eyh#YT*iJ7g)ud z=}WFn)B+S*by^m_<$F$oc}jM3oEo>UZ8V7YFdZAZ1zms0I}D;cF)|LNwf7+!G@AF( zzPRZFS$2FkM!LLnxOi@dbC9(BJZhd=Cz!)z3@kNbOh4_Dccvl;a~crE>#u`cWJ~4L zx~0%XmGb4=QW?nFg%RBeDUtK>V)jLJ%do6-p3N;Hy;DI1%)I#dt&c4(=C5Ui5rk}6 zeBBW$I=?iV16x7@JdKR1Rv({3Ty>^@hJ+?ue=Auhvy%#}rz-*md+*_V$0x$0O_2)K zgSNXRm5Z8q?9y=(nIN}FPavmIe@OI{o>__RTpsCh3I15a@4NCj&#?URQ|2wUvnwz* zXo9i(LgW5QEU1`vCok^rOt}!myBhapD?~`2=EqO%zjdjioU3^iX-59~rLTH%kSpKQp<14s?I1Gs6Z zX5%M~Qj59rfiODe z>TAKwaXPRk?Rc`GrGq)LfF4?xkH4`(|gN<%EY=JgjHSgEMFGe5U_|cDKrib)#qKW!PRWIsfLE}Un+#3ml|Y2~0ckIuVqY5F$w@{c)h*zNCS?U%0fvQpqJgKWUTSgI8f3L2AZ#hY1-pfYbW^VoBt)F-OY4DO z@ZuX?Z|CrCNfN7E_&ke4_$ov}V0`Kd71!2>2Z1^8ZKGp0GDc2bB$-bOW?H6*(416J zjeN5t*mmXkGJsT6H-<&~o3PxJ;4F9o-7t2&T>H zSi8;ewR*&-O)T!Cv4m~9Mau$j1vUPZ21g_!m0A| zSAt<=>U+2-oHxjf7?WA8rS^Y8;7RQsNt)kq1J&kU1C{$Vc>*FTPY_C|`?R;K^8t(r zCo`$XZ(VAWCy1~)ScLOzBX4c%32zw1_Ewi$b_bHbgIj`I^Bo0w7(>QY6PkD2G?3IH z&IyT_9q9wM49Pp4GB;AG;mbAr=`$_`Z}iyca%k(IXWh_VMx;02kaP3MC-jL{wUFx8 zXLD*k$O$PW`sT|9HD!!mwJ4Y8LoNz|Yym`e)c7r;I^0$B3gNMi3R??q|MI%HBDZlH zBNSF&#yA@tyW%rsa}%++*=6UP=-PiVj~Uonh>wV(jU7s@(HjZ}wFkuZaiJ-@2)EyE zaq91&ls~pn&oDG`PVq*o0waA-+IokY z*h%ksnduLTi-8=l)x70_Z^{R-*9ua08Ta1*vJd;5mOP^-K7Pq_bLEndni;kXS(TTC z9N-CWSwZ(l9C+|uf6Sa_>NzabM=;Zk6CVw(q%(h|U;pWGKqidy zkT#=9ky-+GndX_z>;O{y=ZG z$z7Y_#)G=j55s0Gx96!w5s;km4$Gu4!bbsc=OF3^nZu?3Q&JXW~__2K?*A1J7e zx_ciAM5N{qAE(3ZHoo6^`IO){)sY##>pK==@Q`mlGi~Z)slgt#6`+mF_GH2P2QdZG z&TP%9d>TFlDqqys&>z+_w^B8efL;Q^LEu-amd0e{doysyKz_aF-3b%|y;(?_;DYhD zr>Xb1dTh8}g^i9=LHus7?$+(cp%ky^KeXz$^s0?zL8eQurqZ9>$(f^|5@IB)x4$wG zc4A$tVKFODn0GP1zva-{m%dMWAkgYZGDEg&vA@Cf6E1o$61#{PD&@iAdmoHl9W#?c zm(00y!vhBWO-avJh&91A4)d^V`CNk`i_gMZuuZaLB>rigVY-WQEt}Qujq*^0CQ4cpgIJYmIYHP<;(i!Ie2wyJOp8Mi#KM)cMw>$fLA>B(M zkt%oduZ_ILFbX+xNs~)-7D}_W68^zV3owbu^kX=bmepXkb`8k@Qs+5hm9Z;d-%>ul z*52i8bd5ht$^z1SDSq=rB4Sw~@0NK$! zYnV!4X;3!+0e`|m^gemkXr98gunxm{lWi|E2D_~;mG|A`_I7H7rujvYS;cXG+fr+7 zuXa($iCmpDB+tTFCTVPbGhT{A#hNSQDd3zQu$Nq3=YUpCx5o<+&9bc^wb`E=An)U2 z(>P4zSU2F;C%(URdTs9;cv^Twr$;FRah}fCdu?5Lj+Wv)u21X&qlg}FW_j#z2B+yo zTb^Eb#_0$zjkLs{@K0FFQUl$S2<`5+O6}+=dIY>cTW)~+(ZT2S*-rd;s>vl$+j%)b zh!8bCFf@PnZzRA`b=N)e{u-$UhGDlIyaz4e}J2?gZ_p7-Ps-_jWb7Xxj|T z(OPorogDdfo|}i0Chg1{CiOKl z3W9rPAP32DGc&SAb$Fh9+V_LGN_22yf`!3Uh*+jcclJ|>!2u)Z55779?NNdodB%eu zA04G54`oMHEnJ~ugeq&UD$nFdH7MEVcFd=(*}6bZQXukchzQJ#Fa1f+j+p&)7G)7T zRm^-5)6>3~5aLm()VKDwH51ZR+as?%a0{}%@g)LX#@BO5X%NOd@irDADpK?lnfK+! zRc;DB?la-k;=&&G8ZPwQ*KVdor2yX`sM$r0;-;|fqG)4JE@MYAOJ)AaWd60GN67V| z7v%}Pb3Z0YnLl1u?Zs}rFQ@CI4Hrq3jKU%cH@4)}{Q@jW%b^@^%#^eJw_*s&hP_iN zO%_{8petd;F<^&=htXHzCWFv{wUg0H9bVFio0w?lBu&XYodnSQBce^T*ty&04SI-y z9MG5*UpXRCTj;cV#ocDMvCmHa@sI;}=?fn>f&Ac-H8x(=}B6tQ*|J*I$ zujLP{*$k$a7pqNHOZ+-j9)TSAA^L~>uy8glSA6UG zuY~Jzz4)gXBGz#Z18rt2uUs1!D&}SP{uw5EU^hn1e|9+O(qPW+6dfs^tNmK6-mOS- z=ORJ=YVi0%E&(&%0J-HIyV7X7Kc)}!xU`)TA_eTKegk^HQE9SYk4S8|{pSmfvmpA! zDUT&ct@0&mZ2>F4G@Y>2``?}0FFD8Nn0M2$P8+Hi4;A@qyX4(x$~|Q;o~?=oV8%{V z72e3D(t4MPEJRe^P5wGTUMyzWZPj5m!W}~pKa7)KCk>}@Z0G2z?%ukMMJV8P!p>Cj zYZkCU2nN*_0vyseic@EFH@7X9XI0Zc`44L!HV;o+l=gKI(z(wUt9T6@KFhsI z*Gp^hKDu}h|M0Q#riU$lHpHNGGo*H;SMyf!+&1V8>~47=C(0=hD#~nbpS>dp-)t0) zRs!OR62ePc)`(e>SIWs2v^N}#-A|jqV#^vWHpPVTjMes=&fJh2lHT|G6}&WcOD;JP zM~92a$0V5ep9Uf0mWNNO>p}%YAp3(vBLXx%p)#WReAznbOO4XAFx+7OGvzu6$D&7- z$9(V?{yi^sfndKh$2cdDEOs%(aAWYKHbj}8`??k4e%NL$wdZ#>A%$vs1pDcz1!F|c zjk7Z0$%~;_mqC~GwjRh%B+KcE%+&CrWpU_MqpZk;!~r`ilKtxmgJ(8%GtuR1?S3{G z?*|iCA`u^cSe$M9RxA2~<5ipW?)zsM3T&uqV%g}5GbV;WAPsveS9iAkHdEi_L~?4y zm{`uRK2HOu5BJ?j4OXN6F{!$#0}V)e#sel(4VSO&vKdP@Ur^>-ai{98*+gN^TPtXt3f(pvZXRTZg8_Up2* z^E$pA`)E*MuPmNPhlwC6XfjBc)Obd6Y$#XlBB}|?qct6z8k@*%uZ`JGofJiO?NYljkse*PjYlZ=RO>z%Jpr<#p#Rn*L;168Ka-KZq4)x zQaACI!3^~2%N6BZ$vmZ8O^)JF)$tkYZuXummLu*k?vqmz=?yf{!ujo@x}yWFjJAF6 z)?oXGW!j1^q@s`Aqa>OGuOXlf)yDN_B+5y@k+1RHTL?H9!cwgS#R=kGs!z zUEg2t_39s7@y_I)nKNh3obsDc$M0_Q)YN&9M7o}dB=ZB;a=@w~b zyl-x!IDIH*5VD^hu`~?yV0rrZXjsy!Lhy~!hCamI#>^p49M};qrL{!{?5eN6L_;gL z4ScdQwNniQ@wlD9&XgN;sq5^8K51w1>c~>dGnw@SyTdikJ;A0d-wMjoL;TdEEKtmViRvA1 ziC8{Z?y;=JJpTka8tV}B#TT2QojCw5auVfEUara-ZS-69!!t|4HtsL>Rwfkfy13EC zL8X%0g=$_Ac{Z;TdPov`%n;DR>YIC<0j1Fb>cEe}xD z=TminwnI*JP5_guo^-4A#w~O@Gk=V<-7~m^bD5|n5@k1RG~?#96}*7UnpJz_BlJ-J z4%A~7t8>d+e}lPcrs}S1WuhWAT#;!v7H!ZTlR|!Sm8kkxV42mx4DD83feI20_tSH_ zDA)@kP6?D#-im+6oqeS^9D(*S^anYMEiefYW{jd_9vnBKEF+EjMcTd7Vl9a0bNi5{ zN~~N>Z*|U<8u4TV7=6eDLBx$gYqGVqG`9!5PFNO?l_N5)=>~%{2@Rk7^g@6ao4z^s zKmm!yu3JtijBDQKe!Tdq@{YMzbya0{xBlcn&)rrpde884alh#cxZa-XikwrTXDuI} znD^Fzjg8u2VtSxy-XnpLqdq=?aSLs6&dKK z3!8wDFg#HO6Xja@x_osm^xmjf%2AV>77Euf<_Uv&`9a>0JI{Qb)qAMBABAwwHr{Qs zB-&{-N_?(=?dpr$*1{}iFknMuw(EwByzge9=-l01WviR=t=klt%q#f4c7TtMWuWIU zZ4FxP2yhN5Bc$LIt-871a)cVPmYWLdSh}qv4GbM$ci12-iNBd{>gE@f%XX)6Tb!C| zZ(5I~+;yA1(74VTJCQ#8Stnaykxz70tZ>qGDJ;E8!V0A=C7TFK%Xv@7s4S4q&pbOX zHW}YrH}7)Lm>p3Q4}t>;9W(hG;TV93GxTeA!9rE;e11Oq4Cq4`RTm6(rg=W@aKc?i zqc>PS1KZHJ*oN(+%ul+caGN=pv-kkB$|*d!!8HIyn~eFn3Y2-?c4?V`OTrjp`Ufh9 zs8Ljya=*8%1rKiBLcfcmmM&r_$J_~#+*1D>)9)7A;KOubY0k_!r|K9~j-&|jfGngq zQv$k@Jq$R-Nz`?M?}g;F%GAd|j>(IKCmbs6t;raQ9-@9PH$>X4@(C0!#TBFCl33Yc zjF-0qM^A3#0Mbuwrh0A0t2>Z_(7G_0Q&KM z6ptx8c?^r3V1xTuk3tesCGUizh}Tyf9yj?yZl7J-s>?Y;Kxz+cw6@@7ZKLxO#^Qzt zBp0O{bI_f{xQtWV-DtPG(fbhc6qw_Ms7{Hm2b(YV^Xxn6OQ&~C9XX8e(TWcgj5mij zBbs($VY8kj!#hK^hCZ8aA#>}w)x?U%mN%?_X=Q7!2chIyr%E=v;gHa>?Y3}0b^%FXSyWJb=CJEy<2ug9 zMm&kBEWy3Xf)bKDA4QxevMyeJbyAgU%&?>*>Vi-u$_?gS<>isxlAc<|Zwk(0a~;vN z&6k{=uSMFK9AK;RzU|4%k@b9veBsJrT=tKGxhD?MHquIS^e{QDNVCTX=qX}IGCR_T z?~=*h)>0tQ#)@t_TY$*wJim6vTa|=ul?4d;y zCY?q>15v#cLJG6RV3AWOORQv6b>V_OP^);fF2BDmA28&CCdkbad0*JP4lIXQw8rz< zOKErr_W7N!F3pD(-s49cLyYFAzpkim_(Znh`bd7j$x`OG>$kAsPi@(nl5|oipG0y& z-}scAjbb6@5Jmv@Lr^%ver2<}_cZF!l$V5rak(p>=+(NRi%^ctaew2~%_^z0KHh{O zOwt$}34!|jMvT1$sl1I2Ar7C@i+^FNQ%(NBZXwtWnJRgV5ecqYPXboI?-y$z&ng2qwUiUcz=(s z$DzC0f#na+5ZT)#GdlXU*^6VG1M>8yF#}4Uub8o%=sLvK8tDyLo)pM~9XlhxCcg90 ze|SVp2=2fP{Mj_oonN87HNJd#t>vaV_su=GjUxEmf)5!+Bq<*7B^sC!QnEcSCYGC; z-*f!Sb;)Q(Vx6vo96jy2%!fSLB~{ZQP%9n8g_BLG`=h8a;m{J4Zx)+=^X6{2hMiL8}?=d=GQ$M`$RqNzT zBrqQNhW2TCcE4;^D&Mv~E2~8uT-tc}^d#Kv-7Wu@mQ{Ikd0tq$sLgTR;qV1KBaZOiz#BNC-)??+arFi1^X5a!B>kv(`Bf>lF@4CN`Oe41@BQ zYmIUfQD2R&0cW!`T+{q)lv)%%I|6BSKAx+;J6n^_Hj(((+8eYbyzW^P9+mU?Jng~xCh#D;Md z2A7Mw?F{M6>s8AvZADg=i|AFG7~@>c(HMkB@z=fd!*Hf4X!=yh9}n&yTb{!aQ2Vg~ zWZ)}OblU`|@O*$y8@}Z~-kLW86mF21NM384Tce_c3EHROI^tBX*^Z5sskn6KImUaK zuRrZ$v}e8jL~A6Pyn()r(Ep5<`(+W_dU!&R;Mi8aMtsIzY&|X*D`~aGFD#zoc+0eN zt?rG zKJdCEbAzB}gttd@PjU~h`QaZ|yJjA6VL8EeP;meA*-4T|RCLFs-sS03yk-~(5FCLo z5M5nEmuErdts$PZnNR)ngP^qhT!PPb{&I&DBxIpCInu<|IJdeV0LpAp*01d8)N*Wh zLv+v%OEWesGotkYR`C>9USo&~nJdm!F5_OOOm+G=2xy=rrT>GMW>4?3QA4!m4{XFq z`W0ujmG5u2mgTUEqV%Fi?&{e9G!<%*3DOtkZ8$>)V_0;DUdk`e1rIx@gidY~<`;)G znS*QyQ*4!*;~K54kCq`|!D}CAsY*9@mM;enZ}CFqy&C6`>(lW$?8!@wuGfdhV>0J5 z(?h-DLAo`9WP;D8Q{MF*@4ul;Qz6s-3z37d?@g5vMl1$JB{dF;ja6RLZfjdL2f@9w zp`AD!cEQS2Vbwa_P|svIxiA3>Ty0ehQ=*Tnt+9Nsa6vl!rnWPhqT=nq@o1wz(#q`h z!K8NyBt+k=&#l}nXy0&EaM5wNIG;rA#XR1de^Y$?^EGCu24C#1Gf`0OB*<%{6l0ez z85EGUT(DlgvHc2EBw|CsYRSo3ca@q#aFeBK!{RX$++`>y3sF5JO2+0V-ksTlQ8bPQ6kmvagZZ z`Np5PV-jof{92r9UnW^gj-Sl$d2C;m9xFvh)TD*xq+J{s|&qq(n=^}Pd)w9`VoAdZ{U)u zXh=)(4!&8>XSUWU<54M$q02*)83l*ZtL;ZU`&O#4&gCBP#7Y+^?w3K1_o=uNJ%LIt z9d*&^)1PQf7e8%aTf-zBP0vKfQ;#|@h-}?8RUr%=ms(M0X(}5cOM1}vHzvt`@DGt& z@2<9vKakZevcVmayvz(uh?Vj2ZUs5r&$k|TOAyYTeagA%;j>*j3aY-$q@r`NX1IQ$ zEkNo7eMZ-Tn<6#<8IDXqdMtA!K)|)8TYItTF94kM6>gPb3`ViW)Me7|@`6=TMPXnAw;SOA~pY}_TS*t*xuC!Y;%UfUugLfwxR( zH?BB)CA++O$2&Y|@y`|}9}T@n%9+byoO^NT;+5%PQ?+fiw0Izab> zg29?ogTaqX9)c%qEofC69n4rb)s_!i-KO$B%;Q=Dapi$Mj;41)*2cll_@(}a5q!4Jp})Ukm}+H zYRIs*V+hh0Vq3Kf|GU%tTgv@=vBkRU8{+=EoJidQ; zeq~j<;I#_}?S0!1Bn@%7^LHGoiNVHB@)A1-YJ?8O7m7o-Gfk(n>}~qD?m%&Ir^S4P zAU6ulN8XcI-`(ne^5O-m0MdDjQ#a#w_4a0F0>0aS!M{KKto*Ze@(V8QH*+;wb#nE` z&?vF)Qq{T?0I12fFT@F3enxAv>QTeE?%t$_G7CCWYXp2Oo*No2aY{FwA^?oQgI3Cy zxU!p$`rMa-+al;}(j$7#nW7!PeDG_4*#m^P4`$~Bvr*T2Gi4gGBo85A$oB!7z`9?% zt{LT&RmM~KT2MT$VE2+fBH#av3K;uU?k@=U z#ow?@dBKLhW^oV%MUV=gVKQmf?Md>3#_hU}#_0~&ZRy0!X>P6RzF1*bYVx`i5_^^~ z+TV{VM>{Fi8IKEFs&`h#1Tjf;ppT%a5TCTqnO0@__^iKZoJ~#W9|F+c0*m&JLf{e^ zR2HcI6q#-~nkYRjHK17CRcVVUYe$Ys4kC)R&GO=GxO4NvI8~Lz)Gk-8j6yo&<7T#k zSY&D;pm535ic3P(i~BhfI6YBVUKYLl<-vDDrpAQ(xpVFak1OR52HTV0 z)XlWAJ7~SS+~dJHx~wcTb67-=NR5VP8+c`~k6NXoRtg)vS2XelszXjMzmDsDn-A7d z7_}uuyo^aYH|}VBiYLy);?PdcycHJ4W~XdM2B)KWrrIgFoE0}8T-Yicr;@E2YueRD z&h393-VD*Q`3&5L^W{~j^|Z^;`*8p*D>4FAN5IpN`e%M&@RolL^ zMtoB!RDMGRN-7zEE9?U&22c0bw~fkqyBe#dM(*M_==ofYa~lC{fu~>acV{DW%f^&M z!(|Klq9R=s45=Zvqt@v2+LPkJ2m7qw_h06`R&{_68tQX=02GA%ZsJp%pa5b0vV2+P zF!63TbeV->WajDYjKs%aD_zWBk8jAjnV~t}cQaEvH~zOa;|T*n1x_-)&}fUfsUQc9+r*u9W-l&TgY z>CpTK@BGW14C&5?s46nPz>;&&rQJj~DU~{p1MsNZW{gcPvS3`b;I%;ICqoTsV8?k^ zj1IKX7u(K5(!*y;oD$Z3Sl}!9)CD3|UOKjGm^FPqa}dwN8D2`!z4k_RIy+(13sIx3 z89AB{O#-)$wglrMW6RtENT1SiQTN>Czdty;b?SwWu91g!9@oW34(E6ud}c~!x+bt=?Z`5xCpOj*AN z(q-h^3B_Kl$}Lml(|_|Y+s#-VD8(5!cWBdsBWVY;Wy>L*940zhMjz33-CGZu49?_g@frHK7+>X?uHeq2#k|qx3q-Bjx=?!E zfep{O8L*&_6=*J}+2IP8(i!aSsxjeAnnaKSfgDRBHuX+-!wo{&;Lf}}YH7;pS3r9M zUWN~?lCW%7uH)7d9W6f^ezC#&`9+07&GOdal#G)ZY?ONEq&DizBLqxMaI0UEsyt_Q z;c(_d*3l&HFfP{hRC4l9>|`BKX<-F>+srTS8-5;x<|IU6YaM(*Lm7X!kkV7VbWpsk z>;gKU*+5;Xjw8*%`t?Z0YVuk(j$a%kegHS@$V?lH;@qJZx;>xtQ!87~W$O$+qN0D+ zN0*(nnM4@qh(LhAy*J}H@Drq_vt5p(WV{)fiOw2lxeuy)6=9)sa;w(dm=b>`s@DDf z3^P2{+bx#Pc>(|5_U%95*X5<+;>x^W;JM~rL%u9-ifN_|42-NYJdZwHeZKCv^tu@^ z2R###A-VoU0-8T6{X=+zu{I8?u~1>767y=#@8L|@%JQP=x|c(R*gJ98S+m{nGNP`{ z{BCOm!YpuTN)V)N7%vm68X7Vk>i}ZPX?+~JYd??2W4bO06v4M@2N++~1OKnOe zI5f1KmcHg?J>KG-WqjHM!)-^^UcwM0R0v|TbB}5dW#hHf*5^Iw63ga?Y`i-BSv({Q z8g7d|&MoVR*gzIe4#;O4Y&seE9i{A2OAx6awha6T43plW;?h0==IXImq#k~A;B>il zo@Z%$lwiKKQSurGb)AE9o0BP?nt%M%9^fm%P!(Mm}hsd6l|q{-v8(l_3xHm7?0)2Sc4n7;^TKR4Xa;c;Ap08 z7#xqm+qL<#7|a=@5^$Q-hq;0n7auRQz}FcZ29JrlhKybWf#mOA#OI{Ip>$m~_1gZ^ zqUn`vr$2KsgnT7{)XHc5Be@n&|A4(Rs=dIV!L|GX`vAyo4uJF*5h6!5LD<%ImV7}U z_^W37w0H>op7f=O<^a(C)I}@PE>rvVZmd@M8sg#{OwJ8AJeh7Lv<>eVDNSKj1F%i6 z8vVPChoRw4e}$3PE9;@=nY0eC^s3DoTZ^-Y&$6Jbg(GdaJzh|4t+=00CKy2@w?OFn ztjBFm+H3t)v|Q>n94hg@>1U0(ch4#Nujvj{;z!0O)m&S7Zf4OmhekiWz~VL4Xa)cL z(SNpqAqSs1!#Dzf{^<>-bG^CMQiK~a3w+BP%k(9QBY4+-{h+hBinUD!SKz#OLF~C; z9ba}JSoLziG>8rsNe7#VSawlKr!f>&1e-)m6&WZ%IE1BB(~tSg(V3EWNZ=W(Gm2k3 zXWh@ye4{Gu{3`Mff#V3Ok%6X+1!_D1sQGL?MU-wSNfh2PXCQW5lK}399ktAv3VP|3 zJgMI55C?fCQY1x&R#XjVl95m06h# zHsaT)PVuftF;y%uKllQj^wRYi0Wtl{IsBF34@{_yI*0!b*Zd{%2B=62z-@YOf=M3B zEXl6-RQ5>?2$M3t^sE1i_hxrUDC7B|W25IB!!%M|83cv{}Nm zSp`irMXP2S^!PRfmCohfOn(V->4;7j-@j?oXTbmDqT9SAi&u-K=QN)dITa}r4n+(;fd{XGeS{m8t*4c`UfxTjz@E|o!|jgQ!;f6!9fz!a4A^j^dOgII)A#T-N+r7 zEStz9RQ=WYKk|p$rV2^g7({HJcpjUx)wf0&fdX%_^9@}=mDuUgw@wX_W%S8$?0A=*Sbse{S)&ppxw&rI_Ieihr>Gp#AAYd>z5y zKPr6wuKE7crV(Q_k65C=b;K}wf}o5O90b4vfcYB0ryD0`|b7JAmBw9rNU1adjHtpkx|S% zW_WRE|FfUY=UNQt{B5_^`Tx0;H2i=&ezE3HsrWaO{$kBvtobkd=$F*|B{l!?DEf7v z|2okB<+T2Fp#O_t{Y!KDrEC7uHUC*L{$&RJGK2nEcmHJu{j$)1FtvZM+GYPAwb0jn zJn?IHw4vbkHdOAAN^g@kyT;|4>as}_Zxn)_ooV|l7_D?p=*F!4$FGU-HzL>rJ&Ts%cHBO;>dcid zKbGhhgZ)iL%m0rI=DQJ;nYNGiHAbhV3@iRzUE#fk!E9SN^UH9;+4h)JUEa*gOEM@Z zD5dtbkT$; zckgZeq94?aiOgu6(O(Q;!Fk?c;~8p4usp;11R#K{ z5ZPnJ$1#Hy#k;43Sun-Q8h;Lg({zWBn}W;PxdQ_MW@|e)eqj-x?Jbu^Cc~boDa$j= z%+bomz4YH$)tBRl*G4Axnl7KA$<~N>BZm9RsIPBmy&9A8lII)oFa%&p-%@t7l=%@D zGfZxeejlDuN#@Tj7QOYk4g=`JUQh}C9LC293s^hX+10LeCL>eR%}rO_>C@+jy>>{u z8vqlo1nz^Xs7bA^)Hylq?Kz4tlKM6b0?Q{IQ)!st&JNhnmxsGctU9jrrS<%G)=!it z-Q3*lY0>8C1<4<@9)`9kQc0Grep~@*dT*q!jCvA!ni-eoM>f{N#-#T+hNk3|Z0SX3 z-cH5^y024qWG8LwtNiWR{JyOgOljLJbR+4NG+cZYk57${kH07)BBJOyyk+0M5S`G_ z*qG|_d1YG2icr|8CN^d8Wrtk#KOozgCrf!HBD(5Tg{a2u|;n zZvWn?!S0o|wMmY7tt$P3w*uIOLMv1Yot5|T=WMJ&(K*$dsNB|bkrg>6l^Ij-wUr}N zK-t~5pcrB5qkvP%g^nPtaaaWvI7@lx^a`lTW$?!COJxz%*R z2pk_b-N1mRD-7+7lh6%>Eb$II>XolOF5*I-m`w5kwc1sv;U9g^t^`YaEywPtkIYY} zB2%O0DxkQ#L#4QmqWK0yJ^W2B0biY9;xUe_hc0%4Y<4}_NPFH*FOXy`B@frqNIkI_ zJ{FTUd+ZzaWR;K1VyoTy3msb>MGtd*uuE^uDg>J=N{b}IG+rx24)UExjKqASqRSn- z-?^+ey*Rrbn0F7cUcsH~FkS(-3fsYg5&zdN zTXj!e?2bpVIF6^mw!rc zq*;}SfA-j9XX@Or0KdRUxLjj%?ev}d6fWi)6KE4pDdM!6PrR4)Ct`p=RanO);n>m7 z2ZSPpZTdg!=TOttTD8^0nJ~M5SWcH9&n?FehMH`z^3+dnZ?jL^m=ao6GLFeK1`bi! zbxxdLtKOOP3E1q$I>2!Z(^?5-l~FIsoyPd;7ZbKz6vaK3J_TYa{Mkm}6VZ^~P_^x` zIzsfBKvo!WlYy$2W$VMvGxR*;OvCIbMHAa|Y45GNy75D$ag*^o8W(KDNG7AMGYUPT zX1sJsqmkj;oPGOGJ~@vk5UNDG7b$F6+#PKe#YTN@MoW6)vD>Q&G8q}pUnO`V&3P^K z*Td)Uvt;PzhccYBKIzlD2g)6Gwr{_^poQQ~T{0;@k>NegOR{QWMdvZ z?dQ>8A4cKI87VXGRep)3@%GaRu1uXAUK8S;DDILbk#AxsbX)Fe6CipuW|8-E9f)5I zy19Fx`xc)%uZ7HJ$*tWzFuopeE*Y}C*BO;}6rK*IhPJABL`*X{ROmBqHmkXQmb%As z9aNf9%XeA&^2HJM@ezG$+r^+ti1}gLu7&ZN|yu)tABetDEF4{6me zE1dH~kQz|rygU1zd>0sR?@f=JD~2QwV2gP#_#qswn;ti&|9l== zwC=Gs$dW?gD-(LCW1!P@n4U#>XE9+%+vFwEcTOp(bpB~5=aTKHO;3a*VeMWalr1gL zrhEz4Do`zWB21M!yp=(*>x@kPmQ#_&;oR|!*2;!aq)@nT1!OKpE$h1HT16}Y-yddu z;(X*def9cX*myYhl(Hc9B?LF>+zD}h0{2pSZroovVl&v0q0OVkYiAr0701YKA@f~p zo8wdGP1uTC@Xord5XIoRbnY*HeO8m~!*4on4c%uGMun1~;Y%mwuWcr=>|7+yLSz!w zxg&RiDvguE3O&dVAMR0et57G6&1YN&Rn<8fpns6R>6F@e?-dgHjOeyd0&lH@o(x}# z4fnYIv1HBCB*Gm(FIAsT5yF-im;Q=@fv3agtbhL9r&7?=$WTuHd7p9)|Bk!*p6~0& zBU(ENcpvqOAkR24p-bbCsrRSfkGq>Uk5jl}HyydBp*HAK=mtH=kk-1uoRQHLk9(${ zjKm%nu-t{`ex1-RJI-;cLv`#au0}BsCMjKp7plqG&H}}Ti9~28+LI~UW}n6F%fnCO zYpWJd6nDI5c3S{l@FLE`2fgaCF%FVYr^rkaoj~7XjlrpI_b7&ABlS&+XEV+om5$Ek zYrST|EOw=bE4OM*p^Pvu(aRPh85Zxet#~*5)9OIJIro+BaF4^d6cyye=@KfStk_3s zLN@*592S(2lh4;{$rseRkw7VMS#B3q$&DDrl#AN6;dhU54Tyfceg$kux)K07uct2A zV!#!I6al!EAxr`*VR5i=wA7($)&I84aIOzA)5_L`cg~A2M_W7Jjx@5x)%X)WHt-G) zNL*T@k%rE=z$W7`kt^(LJyLO<^_qQZww{ueNC%%X=>^jfG&=GyIr;Kv8M#1d!?#Uw zz_){zD^l;&XV-~kQEMOojjkVjJs;lZBJfQZ9wc#={ZMQudaBah0b8XEbN*D<>|#G_ zbV9aa7WLkrIyE!5N*ojGH^6nGWqS$id}GRuPp(Dv8#3EYkmEWI&4u@LX$g%D(gk;) zvIo1(4aJFkUUtJkAx`UEujQ=dM|0g$mKqow=>D*tl?OS4Qr-;ZGYU2mIU~m!)!z1s zInFICsO8_eS42mwSg7*k&{ZBr$|MwzCkj89TN+v4SQev*Pw1FL>&1xW2oUI%r5p1P zksqhUKfRmG*2RaXVQyB|RaBR#lq@8cuGF0jNu?`IIB~lXe)zB|-DSLO#0%!m)xY$* zU17IImsfX>AZ^G73_saI(z1SRQM1FznB-hzK#!X=m%Kk&J{ro{wH;*3DYNvvov{5p zVpV#~9w6I^7?)JS*%hLV@@#gwH7dhpWvW}*g0jP=!oi1-@a+6* zI#3bsU7sZ~K+Sc&D2D&8HR9mz&gEYV;ZHw<*UwAjL`FjBO*zbhD*gTa74NANB2TwQ zj{M2;B)`F=%qf8)==+d6Xxs%CQW*#{s{91}TzlsG+3dR>cdI#Lco%kMpSWDj4NQkS z&?)y6Z!-m73SovvZ-q>}qEB835V1I*%RSi<7aPS#&_D}Q>bKgM-(W%cE8xY}Ki+E_ zCtARQ@|neN+GPo0TAjY}g>V0fCtr$>LizGX#5+~gfJEtP0Y;OKH*8aNucseAAgJn? zOY7T4BqenJ_9 z{Vu0zq7XICokYiesP=aQ^zW0Zs9e^qoVsg$U+Zs&*q%Q0zX$%8tdSiC-kRa<6AY|- zo9AaAvUi-5u3K6FL9e0=xF^~}rseIz)q z?7PlSgFQmKyS!79z^gVX<;=F{qO)}JeevSsDHdOFP5$rk(y)GUBK4wQzhs>QR#Vm! ztmW{S*cq~KG?67gax~;R^3|RGkFPvoq9WOPqkPy<}AXo$HX19zq7EY0Wz+2&9yZ;?7BfpuF9r) z9(j7``?47*n>kM1uz~71>^nFAro*`->ss4NM*EocJAw8nC7WmhC|Wsc@ZFvC{k!jb zM3x=2V&@P4?_Tz?1gm;3U>y^O>^*gC-!guGYvN1L>bJ<2@3Ywdj&JSKbir=QMfU&f zyYKT*zYbbGRlfU;YTuT4S8@9O%RU~~zHGFi&AvxJ8Clw&pjBP6;156juXZzZG&B9U zY~lUy|F1?AH-Dp<(fOnq{o^?Pv)wB2B;i*3&-{Cj=YW%y$0_}PIFez&`MV0U3HtXQ z!-4ZRyyWKI?)gs1Z*&JwWGlgbhE*aIzOVmJ-s-CaTK!@#zz4tB>)TfQ#a@4JnP1ZD no2>gKz5bS+|F<8GUv{ebUb=5xD9$_p{#}<>y_$2y?7{y5SjTB2 literal 0 HcmV?d00001 diff --git a/content/learning-paths/servers-and-cloud-computing/rag/rag_img4.png b/content/learning-paths/servers-and-cloud-computing/rag/rag_img4.png new file mode 100644 index 0000000000000000000000000000000000000000..ce98c60722a9353e2bcf2bdf0cfacbfb2c3b34d4 GIT binary patch literal 190316 zcmd?R1z42r`Y(z_2$Bjzi-0r(f^-QA0+ND&G)Q+3EiEl5Al(fT(wzg+Dc#cD4d=n{ zTWfu5e=Ps|zpu0RIp;cD!^JT3zVFQY#QogAxF26>Ns)VZ3GN~wAlwsu`CJwO;m#-m z!p&J^MDR-2**kLtgd6GxLPFA_LP8IvEzNWdjCBwYs6$LX){5PFh6%6Lr_gYJo1v&k zp-)bM-IZYzkfh~DPJ5AAwHE99F{XX~dCngG^Bv?+c8&+A1!#BOHR{@A=}^f6y=~ai z)sniNbOZ-SPK;nIAsfWtogw(8ndmI&HLMaw&(xthEj`0@x&8Fbtf;)iYt$Me#{tre z=vltUn|^ZXX6VqYAhoZ}CA4{quBT&3%IsnRD@dsgWjeQNI0`DvtiFpho#QgRaC*eK zX!*kO$9%hPx7gzsP9oziJ5iEn&xtxqmdbG%aSw)v&@E3tYJO#WO`Jjmr(gJ(hU0zr z4oaIS{YR0@Zi*-tnl<-11YFyXLL_VwRH8G~br01%QM@gl`#xxzkL_EXB5@!fy^$8a zlu0JlPI61HTVV5jdZ6$UcWGVmbX4j&$7=Se_!y2~`!l2^TGZ_l#M|)q!V(|sL_WZ2 zdXAA*2KjHq+P_oHHGV7!TKtWUqNuKf1OhF1j*M`_#{l6rcygj=EB2uR>B zHu!y>aPuGU-Wg4}^^fN_XRi)?_F70(6#RXyZKtvN19-GCktE`|#mI9?N&ST(ZxF|2!T1$NNa%+S;583bnJdW3*#oG_%x$ zGIMfrLYbaGpFCjzM=)5~n_6qa7)-6m|G3CMuJc^SO54)F+}gm*^x@TYHMPuata%?j zy857h{`~Phbzlbn`Xp1UKW_`%AoS`TC^I7y^qr7@=&VM`gFK_*ir^;LDSPGe$fX}q%`&ZZe`MH06^Uo7` zpjWs4m!|lmoqxRw8k+Ae5A>g%#&@?ZSS}I)K>$JY`7=4#jkQ?&fd}%or5HUAANgfG zzat~?0$E?N1UU(1S%ZDFmwpZ+;yI6o{tET^3;qXzx@tnAQ?A@ zJad1Ke3x3V?)L5TlaYgR)dA)HT*u9^&H3~7;*H!amZ8_D1Ei;Gqv_914~Sh1C!LU} zux?;s{`Nr~C(t;Xo#BoA;r;I)R1bwJsS=Zae-QG|hYy7u(e<+)-F)=$caOODXzOvF zLBBufku-%HvF&jEc~UDEE#vPl2d=XpC*Xm2Pi5$<>cm24w2pq>;pjtz-(UX)mi}N? zn9*2C?&;4@QseMILON}IQf4hrqp2F_KsS@oqVKAf-zhiZ95*Zi37(G9x-N7?nzntW zdAf74d3n*zdoZkRdayQPx>H!#-f^^mGvY^=KT{-9~)ddW9S zx;HuImz$U8{Ok^U`a=~qM(hTC6h=Po3TpPLV@7$^Ipd{ME=D#O9McHwuq_R4jBrXf zX7XD|=tapF&joJ(=CMNMX1hN6z_=6hLtyV@mHn=qpoLC2z0xd`n%QuE{b-#{+^SA{ zxXIvSgNst9;~l|CDgN`HHAl0k*;7RZuh})~5Dxv-jfv+MNH4cZQRjm>7rr!bZk(u{ zmGd904s{s-BsaC0~ZbVTKYfZW_6x14WXT1JWuE&img zXT5>=Eb!3Fef7)1^{U;jjl9c~ya~H0X9eofZ+cSf_B-z?Hzunc$#|Dc^8+i1C{|_< z4mxCpw?+A9W&EZ!647iMOUc1sWjqu1A+vZ4Z-3TYUO1v^1v6jPUaZy{ewKItFJ=_% zWm*kN_9(1LTPd+dOb=w1}&SunH^vegUJXPaXp&xX+`|@ z7&~dcu$|GLK8X2j>SBFroF+X+YumJeWdA2lkawpzet!$8E76D~hsAtb*oH4vocZMr z^iqptyZ$VQn0r*Gr>yG{g0L%`_P>Z=ZqzpmNY-n%z~r59KAc#ruvyie(ISCOyM+d> z6-g|8xi~+?bMZ{t77RFGpK|IyKdrs2q>ObrS?0?&ce*%U>_nF2?&dvIA>&t>w*(bWfh*>`>WSv(SwJV|G9CfNt;|nSWq4CQ{IZW> zBvm!18*%la=ii-QS;S_^A$^du{qjvwmLZvrOo3C+iKY4BVS*NVGzZ z#XJmwuYWs06C|-eCRR)G;ocMb{c&%RTYJbe)Qp=@stvSC@)qNYAx>(u(q;h)i|GWZLmvZ>0G2vh|nDK zpKS@f16>=@8h!Fwi_)4Vv-TuZfz&3mhDUiK{ck}`V1g>Y_)b;8T(kLDsyLoq&oiWQ zunLuf*j?J=Agh)r%@7-7H)(HrHT~g)W;v-OyEaxJ_*Ptk;A68{wJTYJh;0~a0mnDZ zt3I$4@^+I%(#5syvh>Pj}c#9z2lqnLL$oS$uqp-DLFVW2v|`+hI*4x*h(@ zUH%O)hghnm+Wd|37}MfiFOE$oDr`0|T#tlSwh+-E)03{3&e6)EUfDVqloLX-leS|f zi{9wOhMV=>{FmdZF30m;vkb~5*5FH~8}+65GIRwHbN{G5KNw@ouCZSI(K$Ld;n2=d zdVe(6`;*v`?9*{O8tu=FVS-XNFaEw@C+ys&UFhX=KCx!k?fCL?b26o>ZK}`#8K>?g zyVKE@x#fzD3NNlAI?q8z7#3Q-0Of-X<`g z^{MU_29Jh%NB&FPi^9dUXj986m($#3RR0hUBn(C|br3snk6m&lWeIEuZY;|Zkj?x5 zeZbbKhYK|GjP6e2!qbG%Ihz7xJte^TVl4zLO>Lp=!rNg7fCV#yURBpD!!*Mm@=IijYd) z5n|Oe-?DX`4^yD8{anitx770jPxYO*+0+GPgvzY#q`jWqdht*NtL~@A5|*H!tGG{= zk|!j&*WYo$tD8~a)>WTEK+{$Dkh%=3x}NWwf;7%%%4t_Zi^OKfT+~6h2%pO0FpjN7 zKbW&M0%Lrx$e@4xlN6u91d(~&4by=P8MqC|!7Nm%(j2P=&HAi8F1}Xni1k0+v%Wk( zEG@5(xLwqUN9&}z^_?od>|lMY(&%eBoI$mM)#ic{ok`>|R|~ht_U(J?p3?@sNnVw! zUn>JB9Rx?QM2Ke8!1s}J*2L25O?qJ(%zMzvoE0UXr5Z6Ee(21gN}Iy4ovSG-KYf(-#kq@FOKFq1-OlV(6bzXJknoxIyE-M;_+ZI z`7KJe5(z3f9nVJuono{Fac?X+>@8u9 zsH^Y>L`A4MWGa`LCn{Gv6vtYvgQdH6%(SvRO(J@fd02gNmm|)zU;jr=BtE0_Shd4G zttXS1ws*(@NZZ+XwV4+iG5Gg7-*FXE@5}}BM}_dJkkLXhB2x73Z?M3K?KTap0@#MT z-+QH9WdO0}4JchLp1N4>ckbZg4WA_{qIB05o$UDpsoG80d^H&>IWV0*f4@})!Bbb! z_^_bVaM!mVuRY*c$VX}T?&U`LV%!%3S4ns)3FYb9w_wU|bzW{TkZqanE_8;RzVO`l zy7P45F{duO6xwY*2bzM`8m0{&=%R|R(s3iyg7-YRR+#3Y*)P4sy zKkXBTDsff?hNL*Wc{r1&T4@_})C$3%di6zva(lQrApi;LZpU@5%Upz$Of>h@MAOM> zB{RL_^s{X!JW?*WBCqBoYu|M>w{&#&mRf$(o0gBQ4Y%Nx#YRI>AqDESE^?w_;E*<+ z_2j$4`-|<(gLC-Ih&95~G3wHa)-cdX>vUck4wJhSaj3ZTOxjE)q%KD@KbldYRUaeq z_qS!^`CV%q&$e4wFhcYibb|vJ=q>E+%PDx1&8Jk-m&N;tlKD=$dE8KUZ;&&I;66ou zu)p0xI;KGVxsz6A7n;e4YPQ$nPUO$+w2yuN07--Sy;lY3afUBp9G4}ukg~GFNyl~Z zduWCA>NMV_xKA+`n0DjxZZH+?HouTg+Vg5gt0{Re#F-jpL$i7Mwn7eHl{Q^1i{Y9z z6eJ8bjMiwHyi7SbB#4`@n;f&WKJ2(7QAZ=5n4^jAJH?if!x=^=uT~~n_wC)ieyLK{ z08LoDE*9DpBsYn|AVzdwf7JtnFaI$!Eg59Bii!)7)1?(p-ANN}T1hW+IaallN3K6ZuR4Q zCPhEFO2&D6b@2$=WbxFc#1+54uLlCf*coMs#AXVDUe852FdDJ9Eq!wXd(r1Yf;EZc zr_$$h7gy&B0wOp_T0K?mXML&Y{W%t4-Z*KA0OtgCE)^mpmPy8P4N^z3b(J~Pkiook zn*APxvzm^Vz0}qyb7CHnIoHXQ;;n^XG6t72qtZA<)**&8zbrV}8PSU$(dtNe=CO8+ z)lc}njb4AR?1J$hcaj+Lzz&KwH z`bj6tJ*eV~Vw_k0(XRDR>aBPNv2df9q)(x0FL(WE0<5-Yo8e*B6ebtvDp?EslMD3J zo?fu6#TY9|4$l7lP)hL}B7Z{I6w4uV(dizC^9(Atlhrse-oFB-*m%n=c@6L@?Vlw@kRVAVDy+Hu9}=co-mDI`7_KOf0ooc;uVz zAq*1c$1H4$1<&X$x9X9`;2HIn#rAx9T|}#-LdJ?Ghnr?Ry}nwM!8OzJT?^SwYu*oJ zX>^U>w|%Q?4SF`<^E9bDg=a^6M({jGcBPsWWJqD5dGq;YR+rct81i}!F`P-X!^y#ezu=1Dz|I<@J=@!3`g^uFSI)XPH1$c+0; zv^0B_6vv`CQNXCD;*LLOhkD=e5k3f=Z1MASgqO+p0-7gVB`01>@ebZ2<{HpZ;z)E- z%QUL^ya-k=u^*{b6^Rbl@HNt;D01UHL8Xrq$v(X9dhGQKWl__d-08*)G4)i6C=Ojv zFYl7ccY7v=Ott*lA}gLp5m0s0M1H4{<^J^OXIOI{#5Tt}L&lV!8p!fB zZZpCW-LLlX8&*O=$vB>olSYJ*LY;Pv-c~EL5A=+%VCODC2Gk2GP1Q(k4H@iz@CaJm zOA-B)<6Mg%z%Xl@?=|W72yFrl``_orf*f}~|g?vfvaAU$`5)m(q zo@Gvb;LJa}E$*&yhgiCcA3dYHPd|sE{(6fN zExK^W3w<$#%t^DJM`yCY+->rqXvMobH(h5Ig~HXRHNOpOQRHyXtY(y~MEwy4TwDre zD(>%hggw3vL}E%L{9+MLW_%=i%Uu)Y&~yO>Mhnx|BNm=?P#Wugjeg6K!$~OILU>So zl~fmofBI#_V7@f$j3UnSk=D#Y081BB-oX~{kbH>LqUuf)qdX@cx#w3t-C@MF*)q;!2w{Bsm0`g5{IhZdHuvka zzkv)8!35j{R)6HGHftB*Ind2gFs3=a#hGz{oNa{$e#*|P8SRW_hca?MsUBu)6t*R} z7tE5CoZ%od?`{AQsP?fam_sXhZL(;=BN9Zk403M))CV|vXZN0Dmz)L>m@#+rZdPl{ z&Eru%>uL_59DWn-U@RFxHeuGfqHTgS<{K?!ae|$r9K8q|jd*=js5M$-K*=6C&v|s1 zZk_pVT*n|`yh1MgStizXs}j}il@t+2&XKtpVydRaPVz8)mTr!|6}fhf{ta?7z8Q%R zs~2nEx))56XjcbQ7vt>c4fc@O-!g zTR@ezXf~BIlo=`ZY_yUlxUdM>o*cAB>@al;P_}*<8>! z_2FbDnmpXisfv}Wl_g7Y>>PJY9Y9U(Mw|O%Z_0S0S#6hk$YNp~VoTKw8xwEZh^h+; zWm|}zZI(&g@im$R;hn%Hi_+~L_qU*0v#A<%TmxB#UFbTW*mn%?F_e-|DdP2(gD^D| z)huE3c@it!$l^E_ZXvUMVSXWS1Ukk9o1k7^uqnLbJxpo z`6plut>_fKTC-2Wv>EolS{{1j^%55R9;@3P5|KYU1zZMcro6Lxi@(>(Z@`y?){Ao z09H!NA9SIrDYT!V29^OJxUBVU)9U$fWhYB{BDzFzd5bwpG}#Kdn>_Ll{?1jnz5SKwgTPnGtPOwe zaQJwBuz@$*AM-|lb)ydkMrxWmd{EoXOX6ia10?+jOSE%d{uqnHNv2api45s@*u%@;=&{fjXL2EI&S6FP)02$%k+P zzWP>3nt0p~z&k#g%HvaSG4X$IZ7}8#S3&roA{0nm?H4Iy~lKFg*@#{gsp^~&V ztJ?PFUdc!v2VCG%6ua5Ro7}ha1nj29la0wD!L~3z_#mAwk*8q&(LNwlqZF2v^kV0? z%JwY>g-b?P0R&Y$#4@lUkT;Rde;^PRNX zfKe{&YO&9hA56sAw-L!U^P#TS=XE`%1caz+LfwA;K|6FF8brlq-TMMBa%Qa5^*d!m zS*+dUh${VNZPIEAe`p4B)_lcY;TFT^?R zh_24RzlClN7@sF!0Sxh9=Hwh%ec_)EnksuW_2CajJ9A$6$% zO5yrPT}dze$4MO5WX=*E8G@{`p5a#tuBPfI4W+z>7Za%d1Ay-R-vvPHt?+NH=O}&a z7(NAk8s!%8C+67;*4zLC*vivn`w8I7S)YSry8m`ET=9M0AOjzy*NrZV&GajVQU3)+G6ee+A6R-prrQ#o}WeKq{MN5 zMIL!R6plu|4iLPt16->Ma0N@z->u)tcz#)fj8qeW#44?uss80k;M&i{nb5rer+Ar` zGDoRs?V@6UYQ_X{G|ePAW^ONP3w}ecuP!XBTfk@*gI%N!rt@2`Rjhus0vNQ|?$#!f z=VEi&(d$yulOY4R)|9S{rQZ5iGsm3|EMoxs6$^ z9~a(|9_P@8mR_Dr27N&*3+AdXYLJ2jqT7{W0J}Gy{bh~9z1$Q4YJ6S~y{;Ji4$EI~G?(kB|3y>{09sK3 zmyuNFntU3!7h01L6O;HZjCiBq92$5 ztYCdk({ZVMecc^RS0=c(YbvBdX+YphV~1l6VqH%c9^NzGK1y7cqtTn_^Pdet9=mC@ zEUROk8RL*yat-mF@D_QXyocFyzb;=A2C0(5+RXGLYeOYTFeX@PWTqJ0wV4fqlV?j_RVCGCVbMcH@>HKaa@NowmL3E7y}e zYcnp~Nk;9Xbf3LfFQ@ROB74asHmekL_|)6Vvr|5VRaaBHOkV6*NMSog_jSAZ5l&wS zpnBhCKt@G^L;eIm0vmRw8Cxz{7a5NUVYyuoft1MWsO@jJEZqbiKa zMS5Y|jqwpS+2+RBJSRm6{fmDC?A=pa8l=!6b?pA5C9adD9QLzRz}R z3sX?mX8+EQ-TiGvxHu8UyN0hk+f6v(FJi2C8d3Ut(j*95bgh+c-%?4Jj5WM3L8zy~ zJB3-*P^i^>R~)P_Dk;oNDm7nLGcF1T(&N<8kRw{gzIffQd8Oges+FSXd<>E>V`lF_ z5qp=WJ>kM9s06&<0&qO|CI=yQW`H{zrUer)2Y>W(WAmb`>Xhb7gm^(W_41??_j=JV z^C_BH>q6AOLDb_4iiuoki$Sm^P|eI(YbjZD~~`3hw$P7 zx&5jpQ4=@bEpCfGW`{@gn3y%*9NVxH#A^Fb@TZOk#w=_=`tJAB+#`SP8Bu1DHn_X* zArkOC;NBaTZ=HZG8D$M(Wvu-_Xe+NRJW6t3A5g|RZmgwJ&Unqqd^nn!0;fP zK}FsaIDRYDUtWe5PG8o^Jxp4-)+CE_3X*AqfvG zAAb`C!_Dni0^?LWZY6#8v><5&({ktM_aCH)F9RwK+;4<5-`OnaJ_gOLn6WT+h;qS| zOJdQp9TUfD5LhoIlWFXFmqqQ{Aw46Wfs3rCKoM5IJzajmU)uvqlm)X==)LE9aY zM}7pfrOvqX_cv}4o$L>52S*|u3}n7WjoU9;wm;HV;h)*tf;0}z?5MO%IOdym8PI(Z zR;|j^bf~|BH>|QxSdrw|6t8y$UNb()CoQO}s2<2^Xur{FzH%V=X)214I4qG30Uc-z z0t0jA8|y_M=r9d@siP=&sOIqJFsL;L)x8;1)CHQ|ATQKCMA1GDC#1`@pDkG)nYON z%zV8N_bSuQkM>cQI7`TI;|yV8085tI+e@a#_TiQeNxItHpH$lv_pwmf^ub)7<^uZ;MvCiEMBO3e zA{9Us>Je;i!guxPpmm<|%*-gdzdOD=$t^7JB7^-?r9;u(L?^Rlp$XD=?w!N;!!|#* zjPrgvw7#O)J}BLp(+f%mDEBv(pOoS}TwTQ?#Nevoh~Rtc;D08#Mu>NF5KNGCD2n*R ztJY)@I<%$a%QgpB6muvJ`1aZHRhBpmXSU+ovA%O?#oqXC5M?fjrgjkL0_4>FR`7ma z?FH8X77lmZ$Cpn8;g9?}Upk@}JfQm+as_l##2>&E4P~$4)K>6s@Qjw)3pw&Srd6n3 z*Zcp(MQ(2?-X~UTMJED#%pkGdxWxgg<9z^$X3v!sV!7=~Bpw)5PHCO4PE^_%mj!8! z-Hp)u1P2_=5+-n`%nIraGB4duVxK*9!A#+O9mMw19eRb!zVAW53o zEQ;DIKgjX&2dFd;{@Aa$$D~(P1vcZg5m9@l)4N|Nr;*(A%mYz}rb0fl%%Q1!V<>Ox zjgEMEhWH7#9ceV1N#PbnH_vW>f88hW(Hyog5*J-HAS!QcbtqS918uM&$2!d<@sk4}UaWDt-eVfRD305&gN;WF|MLvK&BHOMI8P zm4dp4$0A_<|ie=FY!oMTMwM^lU?=qqjF(|-fJe=RkDU+OlU4n9xz6|qL%)fz5 zu00*V&Y5ma*V}gYrJBt4Mw~xR5!VsPLcC6B&AB~mcbCD4eT1-a*prG$m`0H5RSZXO z^){SvBO^J;k}3|CWHeb-u3T&wW;9+_FsA84JigSMJh2$>YAT$S;V|N88zfB)soi?g zoV^FkOO~*4hw_!I?D43lM&rPIwEjseSTEkWgnOrz+$4sO&Db2G$eh(Y5pPEQmE_p@ zWX}Rf0|j22b+-5lhKL675IPBI(KH|8%+ zH|)11WqC)QybU7n%~jjIJuua`e# zMJw7=&AB*ZdDAa*)TmLOjX?)kWPZlEUfA0K$5myl?dW&w07rkEfaEJ3TZbK3qIf|P zy>YUdX9v(-_US^j89j01=|3P{awLyRXq-$S`c0HSbWV3pj(4q?ExeM^Y@JnyqWshE zZ*^Ejmn?Qhi^%rQ?%%Bz?Z0}t1IA9Jghk4+RF^7#*@lLa&rDmI7 z%NGbrt(W@-jurM2UehN09%e#CBV@hrN2;z@+%El&v^L03rmr)1{4@!Cv-KkJFAm17r0jtI zrmS?*p*_F}SPY`@8NL66neDuJrMH zmjfKvjaAazezZN;X&%5F(nFaZV=0yf+qj~eu3UhpJMB>7L(SPuz(`(5 zjZj;`WmH*ulc#2~sNzV@y}k*i;8%nGG+VTTh(n&BML=S#f?=lXEk0$Nr&dk0{E~nr zpa`^L;WEBICy?M0%^vrMya)l-xB`uLdRU%459xnA7ro*JsIxHQaerx@CosKlJ$s;I zD{v$^>W{zl&RP|edGUSfhWPUy@wx+qL{+!0%hWF0^{Ff(3EdLFR2@fJR zf;XbzJXRFtv1O*7tM{Ldm8?}lTW_Lnfk`MsNaGz=Xm;PF{UJJUfK1Wwe9B=px8&$O z-kO@@y3Su=rjmAw>o1Hcb*kyR(jDQO-NK@U<`h`RS(}i*v<13pOyTbTG{_7T!jHy7 z>w&elm^_Y(5btBzaYhO@I0l|;I?ZRTmfe)=|#a7%pbQJxn?xC_+C_{ z(|S`wVehdgn|-ujW-YEZ5i^_i9$blq@>l`!SI&x5O|-^SR{!Z|{=Kwfzx3l0zN6_| zM%c;N?gd?rN!lOhe4MtM@pRWp{IM^RPIfh=ci7t95o#?(v84n*YD~kw5p5cwEh0x} zKQidh?TRs&_xpt~T>zJfIwOVr-Mxhg^(9z!ZGlCyfQjEJvR(^4^iQaSathiHqGyht zqg>k6z{8A(l}FgjH&u457btv2?68y=-o|~iet5%+i5XeD?t@rHTmr?ic)rTk86dSv zzns>yb}7ATqjS08_wk9R-%OO<$dyA>|4AO>0|M%ulu?^sIpgOuHCkCOIhDVy$pW`m zp1S!Fj&9ph%Dw#TxywY41&tUUg{(6@KY_qy_MP8OI@Iuyw8MPo++Gcbf%T)IFwW(~ zz(1V zZ_Mn#2)})7h(IyMR0_DC4UKm`h-84H0n1e!DRXs5PKUd2H~m~wLa^Oa_{5l5ZMC#l z9^;2teyt{C@x}zdkob=j3Mv*}sefw7hk#4WWm+i10a9rEzv0a0;`#o$h4^j^(rq~r zMg0bW^;#HNCp3+z3%EbI%NzjEtWi1o@E>rd;5O4?FKWD+A7epAqkGqQxfQW?2kqcj zar-Mr!_Pz6Hxn|P*QQ^Kv?N^Kn6xb=z=He6;5QqEsPgf-~_t9hvukv+Cw8mHy0G z7s1rToBoQa8_zG=m5<-)C+Z#C>4sWBXq0IjJs!BXiPLqAjg-vhFpX#Rr8cEtn?=@- zG4@{wQuIj8zx?Z;n&-)J?EOPET47STH`k3x?q6f_2LU{J zCqNn=^X(DJOBm|5Cwt4f(oL`!`47th3cJ(w9-S~L7&4mi zuW@-gALlWf=lh`3`{O4nsgesOffD19CyJ~)M7JLKqfTna?;?>p2g23;(Tby?C2t2;SD=&{(u(Zq0dFI+tKXS+t$K6~9k%iqcUuvanBuJ9lcbm~jy zk^~KSxE-$-h*9yD?#X5`9^WBh^JfrlsKBWSGR*$EEE@;brsYK{!njqLZe@eNC$Hd@ z?b`%JW>Yii!1Z-seHQxBqdrF_S@;gddX7-5GSukQzD-jD!^f=kNmqu0!FeMZRGXBA zJNK+4G`{JR^mF?07+_Oe7$m7#JZVEix8Ee5 z2ZClVVw#$*rHme_V0e(K6ZnA{>FoJc>zq10hRRkfJ)o;g!<`q zr62pA0R_ItRb+0qJT=D@mkT2m=H5|4C_cLZl=L`xOsiFF2IWmVqn>VTRBj%K7Kor_ zU3FEURipPk-TRFh;aA2g>w$DB(p~q*PA#8lUK4pM-@e{DTT+$6?^^r$_{z|><5ztp zR0Fr}&kDOu(-}ecf0$=m-51%2usBZ4X(34{9v-Eqba_=;$Ejz{+s}O%E0!LyIGr9q z%YR~*0(znn3?;U(|F)L7oUM?@XxxgAULWcMQszQ*?TgtxN|T^oBCC&3(y|tSf64*G z>2u%&;Bq`eCOKdglrd>JNJ<_!cul4(Bc7|;&xfTMEiD6>Y-Z&FMbYqZAa*KU>mc}VC+?IiD0{!rZvRP!vX7P|3ix32n2ikPE8@pm2s8;O%D;nmE z`0q5#E5RN;`N`s0RY>fC-Ixjc5UB9tMm%kIBx(6%P5{OgOJk~8r9z&Xmo%e62U8!= zj=!hr(JwfGs-2q1S0cDCT!5$3JtS6aX$41$X9n=Li3H5syI0m{QICLM(sML`Dy0mp z)yE6b8=g3l=6sJ?{W0mO^Z#2qCRc~x>mxg$!#52aSv?Uxpaup&XZpxHjA%`S?55Vy z>}EmZ&__Aq^cl?TN=I}NKxPixsR?HcQ;29w{bVR|O~#ZJC=kn1G^gY%gOmKk+d2hQ z@7Okx6Oprcj{$q}_qG|60E)qHH&I;IM~khRMBp$E&4$}_zAcQ1Iy^9}s{Unm|HN3x zJS5Kmb#4yW)O04(|9d(nZq1`C4LOiitMJBQX-^y7?mE5$3}Ao`7^#s(PFv)anl0C; zzsZ8we*pA;Q`M@i2Gqz%8B*x}@$OZ#(81aaFqeup;I{V zt|jOIWt**Ze^zJFC~a1^3l^#A2B$jYj*u7k1YbCVPCIxYCO2ha0L-;t>6huNdPz|& z={L3p#ifTy-{(pGN3A~ALY7-e7Uv8lh%QnX_x&7!VhW>t;HK5-iHRb z^;?1eYiRRx(|W6LntVP!!tlb zi-0b0W!2K}XD;I1YM9?<(K5nhJf_J##)SuJ+i1Tbg+!?_%4LzBIc5p#`);X@tip-B$wZNUs8 z5Y`vui8kmMgJFY^sNtp*zO^}ZJ~0)^{D8OarJqbc;W6YjjY>wm zyjb;NBRY3S4HMb_2J3AcKUw&h7W!@kE1Qe(thH~a-f&^*OxBXQ=CtPzqQ?pDu%Mo@ZrZF4lka8hNhR>T|d3;8v7=gV+kfH6~+2} z^bi%HXf8gP|D@y_k$*4V6bYiZXD7Bts8?j|lty)#RfAoA{`+TPi>*UgXIGB7xFJa5 zNJcnM?Y189L*4DPC%I5;eaVRu%cy{Vm0_$zn;g}h}_#D*a;=$eUZO=R! zATUcP9Sizc^~QZ#{1J`clT1la4KAL0D{tE}`Cdb|!Z9^2UpVH>J}RYdRkiS`>FWx)CmV&V(x$4k?Fj=P zt_d6iI5%zjlB;9ZwzqtEhEr18G!!$56x6v?vYlLa$eekOD(aS{aF)=QX@lGRKV&Y&K#f4p8n)_Ap2&lAK zHyp_JzRk8~48TxYBB(?gs(yJR{igW~vK5DtBy_aCIwdJJ!VtE*yLIt5&RYABz$55vi zo|=9l6ucbkbdO>{E4iooV6^=n{u7Esxz3y`p%WmcFh^kJGZeUurx5IUbv|3{h@4|$ins0)#br4IHJ)@2%YZO2elP~MAmCgix+aDm)7&E%&kCw}F+;#%oX53U6Df(*Za>p0+4_0H#( zVY{8|m4MQiFc~RqmH^d5yytuU1=_p#7cS)&f5)zB$+cw;kYQlhH#mG1ZT@_EsWDUI z!(%k`$&I|K9l!aA9lRDC;)XI58k3qg*F-YrHF0-qqZG@ z!bM{S>9Ma`%1SxvIsELN^yO;`9d0#ZRIcXLPObwV=9RMaM4PU{FP-~|*(4A5N$r(3 z8e+!20!fF0n!=JV9!|$~zm!qlDcBw^4g}!Nxu<&h3=gFmxy0X~!3AG*Vr;5M?ypmn!~xQGK9HOjKwQrpFYQkQj@} z19p)x2PKIS1<$2ka?gGs9|vEIBwHMmqXypdc@gu%AGaKAL6ZD==E2IFzqoK|sl%?@ zpd%p;SPw)T)q+-s^6c2h%{}nTP-NT^@7@|CUKUYuBfN&0oBl&qa=Ko0o7HdT!#21 zWMR^AlUHOI7dqDhP%ag`NiWVG&XdM`mWJ|s5AH9+`TokFZC5dSVgCh)QVUURCWb8< zuJ+w?Fl@AW@YQg^t#*WkZqZ(gG=XfrvzjZzlYWZ5Z z!8KH3qU^}N)r`=vtEJ*(;YJpvheAgosZP(bfI+OQNq1HWs%5nd&p7eP9X|uNAYXXL zO+3WeKtlEkP<cGIS-CrFP{ zSR$Ye(id{I9|l&ic|ZrmRNY~jlFp};IaIFuF2$K9G9}-W|5_;J`?EUt--S~8fzFQm0BbArEV`fw)Ecyq89sQ+}+LxK&605l!>zs`!2fQLG6IN zItA@rX0zLX3Vo+5>|8al*d4z~;(E5-(fBhme}r6H=z~IVf*!qbf{^FOZDGTmohtxa zL>SKMJY(P7$vmpH)`3&TM9Os2>Ya>-w9J*B?d*lU!M@C8ctIJaHxqcF_)*)!Cr{1& zrdbV_W@6As-e;nH5gO&woCW*L*V=GVRMMg% zueiwD%iOvxbhWV#i|yD86jzz^MtBpWC0)Cy;o014|Yn* zPqCPTzaY5PIPYH`v;q}(UO8@lZ*E@|sPwYlDC*uL{}8SHc`(twHGcudsF7XrH1^Oi zrJkioofya-bJ8Cbqp0#{5%^6jhYi)!Ve6EC!LcqJ1tMmxX$b#@WBp9lr0}nREXm)2 z>}m`(+h{+o0uvK_++VR~*M#2y(KM$ZY<^?-Kja2`E%mX;rx zp(lM8Z%Q~^JM++GSkou6KB|WUVz1ZnMH6mwgigfKv$5I1(%tdovtVS|u>v(Fmm8J$ z@=T*obX=_CM!6Su#|=fC|6D%$;=v?U%q}Imu!$i3aWl~Z)WG;GplKO9x;shaLWB_F zUmX%#0m=)q2)V2?+6&DEkE>+=w1a*Iv)x8$|DPH2zn&!U{ZY{@At;2I9wTwr1G}qn zTKMQ@1GjXI=%>eTi00n)jD_xMyp^ria5Y$jJ!e#}85eXtD(p{}V)u9ipUV+^rB@Y& zgh65qcWe;S(D;?fOhFHc?z>9l=(Bmo@Yomb``iGQA&U@9C6z6b(-{7vX%DZ$ z8t3@wy#5s|B;xL6@M%h?E;ruWo>}dQOxcEOGoQ?kHEQ_gD``m=GVLA`=HS^$9--sn zGG*)#9do&>U*(;5E4uLrmY%AMVm^7?S{Hx%UpaB-37#EZ@%x8(DsqJ#0j^hMAgv>9 zJ~Lgx?0LjZ$d3@fa<$q3F^LUv5@fh{B~t#Wr$$c|($ICs{}suaePmTF6m&fSKHSjr z|4lwz6lSc?^m74Oc*f)_M1Pc#%IK6d7yYY@bl7lLraQ4D5{owFD^ENCf)>Q&#^yJg zcPSXkzGqA2{S3)xq&GZ1zwe~(g09&rjO0XrNa4HvT% zl}J+^yf#%8TYD9GP3r#e=AD~BzP5c3+^e>f`{7gBmkk36&sEK>MsYUDuQexz>}Hcy zWoxZ_T4QLSN{E%GD3wJiI+ti4a5+$NLWLzeuSZ!Rr`JRll;U|HDG$SwJyJ6eRcS2xZgWiT_` zB5gus(y1XDbLbpU?44uJ<$q+0gThwDz7;GsfMSCRpd4F@mp~ZNj(<=vhvG{?{*FFr zIG|_|Q@P+KzI{vR8>tF8H=oqU*Pv98Q`RLrN3$0VebdVtyQU=ZFNAT%i<^*9x)OZD zt1bF0T8Q;(^F=ge)fgsgZ3fG&^v2{0N=_L{YJmZ=#e0>yB-h-Y&0wu3QHXQ)SpO=>$k^37|&mk zXEWXz864U@$q?V)S6Z$4`wgs+xE+PmFyqkUoiWs!1{MuuPJgFb#P%hp zF|voMqqcFW8_)kH^=OPy{Myi_jERldvXxBt^CRnqCSRNhz%0xJajj6>ft@KTfN8!` zKKo5Mpm3uPnc^D$rwd4#bAZt{gslsd-E#zJK?eH(xgHz@d^K~7HAh;gQ_R3DeF(s- z(&gWcy*5|!#@euxcdhzYegI>0tF%Bxl*=J-RF`i|RQ_Moopo5%>%Q$30YMN6=@t>C zQ9>yxm5>mSP`cBiK|mS=1d)=Il$34+X(W}92I+3;@P2=|a&PuIci(f)^PKzVdiJx| z(m8)~&Ud_HjL+zqf%66WCIt2S1v)SNJFe@uB#ua^bU47(#t{6=7U4Rcp_5~YMTY&= zShOD}qs4fT%sVqt&fmr|j9x~ub+!+C}s>*44K zygmd9&3trM(Up3LGGAS+z^?z}dimHC ziTS&q$LQ3tz2;|r5zZ1DDz*uKqb|tbqgPWH46k#Y@U*U^nJx?X-&Pw{xqkVU3hsAhR*5kQ41B*J+t6`G|4|BUi~AS- z`&!;!%T$ABh%u(i%!HKiFcJ6-uZLIdO3v^31uaDfUX`%G#;LlI{b-06YrR%Yto+gW zz2}fWv70uR6GZ}ppfL6(H9zr z<13?N_t_W5eFW^*CddGpb@cij%A@zDts3|CBWk772UBl7i8HFr-LuB0 zG>fAu>lG-q<1kMZ{2cS(tPHQdPRypU@O_Tn{BY;lDBbVEwEf0()RSk)^Yl`oDmRFD zRw@jabd9!VpO)4V^Doq}Ly94ryujFhI#MqwO5@&?(?DgaQ8!vKw&tzuALsKA>U8*e1Io!!Q}4g4Q@Tiv3nT{^ zc%$@>qKr45AAHBty{hX*NM3sZ37wkzkufVrPFqa1kF{9hxzuWcaGYc2b$B>J#= z{5%~Z?az|vhEoYXFP`m#o6U!pn<&0Zk&MMCTneAYs%yO&OD(wOfr9m9RFjB~PmTR~ z-lyt4cZ-VJsuXE&`pWQ{eR_ZY*w@$9b=FlYa#wHme^OcSU+5Cp=u#MhQ>uEX2SL+x zNNMt~fV7@^Q#yItad_5^*Ftq?7i~@P$y~2bn#q#{KcPbBsV2r9c3DHB@na-IZo{Eb zr#pk@(DtPG8t9(wtW6T_)`Ue1I+l{2=b$nq)ZrcP<_G4+wP6A(lv588qT-HI$@IHz zQ=MCRv=?JKn2EGrm_bl5+i2njx>%FLzeO{u=J=Wia@6!};yzx5+uvfnBCQB%W#s4K zmdE^eA7C0)l_#zvz0iABaIWa(na(G?o51o%E%bLWy3SpkqW6~cC(;YOe@rj*wCOJ~ z%Isg657!1N^#m2k@Xm1SPhwHFNr-M&yV^CC>yDy)6waLqBHSO>+};UXBDU>iE+oO6 zmjR+u=I^h1Y^+%@>n#C`q+_36F#@A66^>r9PTSfFmP?wK3Efl?gP5vc)$4VU#<$J& z;F?cVI3t1jQTH}FcD+b7>IDs~AMBXZ-}GUK^HwRoG46M*C0*co`$h;U#o91my_H{f z725gs5YF;qQw5Cq>iEzR*{ZF@XCuB-?^;~?>sQCv>r4pt5 zO|h(WZcctns%;Cta!l0hf*j2k;Dal#k}P@*zr60_I~(&&te6V@X1U(@#9VroH3Il( zes!0vur>R2^zE8)zq!k48j2-aWax6s+G_u*4w|-Dkx>7z#iAWpO!s$gNd#JO=wcRz zBvC~Y=!$QV=kBTuR9TNr$wgJ5g8zFXW^?j^PwDqkeDvKvtKo2Hf?PiFjwu?#p(N7uD#0V?Y`QUztrDzBCM6m=M5{`KF|K5H zB_8MCUPH0Xf4uIwX}@{bs_YnT{1*^?f%pkghdORixbjX10?7CR@#f{bP3d)eMIU%= zmdqjhb`bpskNO?V7>2}(0@#{+l3!>Y&>nkm__dN zF;eu=f56LqFyjl&J_gNGm<7F;E&qnfrCQB{lH(*IXCgwLC3ev}`j8(&zjtur^Bc<5 z9K12N5h%)_eME|$ta7S!5HAdt(LXJZ?O7p+JM33%I272&jk z&$pXnz+nCC2znx!jrleX6@Tv%n{*hz`>*t`W5ufhqLWa5-Qc(4`R500fa*x2-15ko z4HU)UNH`xya7iX=X4rQ8?6tcwe@Xv-fLrY;0e%<&@Op2g_ED!^`0{x_O~4DK*oDMc zeN)8=c*v%#ZWV$o2$VrP%Taz|6@;|)9|>Tb1d`hY$VGWV0+57@ec38{vGe~up3x?} ziN`ig&8vSkO=%<8uiKVYLZLHMvq_Ue))Hf!`@pW`uRdy6{lDd+0v+oquyj~#i{O`| z(gwIM7K;N#HW0zh<+UrmC_rb*ImNa#%yGy7j261s|Mx`jcIkI;13B7y)GYiTmRcIm z?MqQZT|$&>sM`zan;Ms`K*7ybHS>dXu1==#{k zBt0uAb?pAN-FYq8&T#+zz6_w zkQ%D?z#0OZbTP{GvEKUw0NJ$qwNW(F{sm^_WDhVScI)>XHR4EjJTfLHd>w+Ry9QS& zRnPB$Kx%E2K@)L}g3AU2>~bIhgF)q}%%1xu7Kw4kw_f)-$^$$6n|WYuJEU;>?`cz! zGgUmy+Uh#O{w1HQHA|q=cT_n|EiYAMjaKCQ=MUutIdjyxs5r`YNxuk^5RODTNAK>2 zqbJ9QAe__M=-psRv;#lUEuDgCX8-jd@MdFgc}vudP9o9Xi{}$~H5P?GH`C9Oq77_K z|EipxIxvj+CsqgvuA0&W~t@>UQl*rFkuN9-jd&87BA_!Zc@ZXY9h| zd!@BH=$a2d#YM@tmIfnm=`=sq5CyjG&|^LdidZhZ#Jrx_R3zUp&$(?~856kAA!b)~ zDp>lI<8{wO`wE#sym2D)WoR}(B&^!D+ns&?kgT4)Ts9BG^Rb`Oy&!}XmA?W0l*${D z5L`d2VFF4wiklPgIbhcX7k8I_=T(si&AZxBzQkbLjOSfOgf#5YVpH zD0(!%jki%ktg}fGVLS2Zg>(UMV<^9)g_c>k$F-8cyfHP$(1bgjztubopzn!hoOR&Svm!!RmjIMEXl z^t)QpQ%?(CN;!_9(o6LJz}(dq_+P@@Rhoof@;nO?%_mi8g|m;?ySzZEK0R>ntkK2R z^lG*MAbeHDjrW;aWLB%mo>#U$sr?J3N`rbXXAB~2T6OFhbms(q1kQIP`I=*w!_tB( znX~bFmRz(yA@X2fcwzd#BD<0LH&s{0FEToe%@3=9{16sFAlpmaOGO?gxOL3f=}!&L7c zH^iE~i10D!GVa`v|Il{*v&_R)r%MH~ifpNBoM%zG97w_j+EZeZt*NUmCK_KOWnv=6 zOJaw&IZVBu_C)Bh84mltqLdGj4HA3G`kw8cy4~E<>l|XGHxXC%)f}dPD6NCfH}ggZ z{>Ahw3mM^@#`1NH>n(ssY6@laEMq*AW-fJqHaPh2f7;*v=ti^{oRR^XCOQG9pNhW> ziYfR)I;TrNE1eV@;>VH6ia>q^^_zn8by``oI9eUPR_JxpncW4}sQGCS#Be*W`h?1d zQda!p>p)>|S5nn=+zb^rzj(*bX$%k3s`Mn1etU8L{z?&fo}gN6jWK$xZIL#5=5PPo zKmUW!sS78*YUI_(!P12~Qt}&MSh^P;+Vf((D4Ex4PS1;x+p=u3un3NSr)#W&)0s44 zM9Bt<9#hMwI6BClI_)3TH)zjseb%30y2kL_HBH1j_rm zi72b;6Cy;M_rYngglW)%1u{_^vhcCNL?~{2cN2dOOo8sv%m z!OP6s`i>A?0RP@AzfovDP>L{n3LXvh6B)t<~dEbc*0J|-uL+ZBk4ekUf87at|vrDT}uIrdpns5mK~D#hd4D+ z5lqhjhv@U|?Y0`LS2DrpwqtwU)ARl1xPdHOSvy@ue|$p! z{Nugbp_RK9uo*8W%xzvg>Umodk9RaJ{lhclB!ld|fkiSj2;|l!BrI11Ex5?76$ysu ziIwwbyP4ioyNkH&mm(mabW4bMTj3^ZAUiZ$kY0=A$(6-YU)2}}7(iw$T!dK!>I9mo z9$R}JVKEdk-dhm%M&{f~fvF+TRUltV&4vkoJrl~T zUIaDx5j4RED1mJBV|BY7!I%6=qrZE<0QeFLp1%#x@DdO=-%Tp75mpnB^8%H?e|vK` zfPYQAs7qd|1cBP?YjayKsMtW{y$l&GWXY+;H_-KCxfqyW%Rq<4k{<}Y#wb28g@>*- zGmnR=J(I|r2Jtq?-;W^R8}`l1SL<(=D!j*FHMVeX3v{oK+3<@CFbs@7=l2u|Er&jQ zlw$xbVT5GXK>7jH;u)^!h^56dWuJ4;_VbOp6SREG?kxEBpgHEOHU2vrf#0acP+b24(u#V_quZ&k9izAGGe8VDo z3dwxRqUtkD=V$I8FiH=Fe#)HLdr+vT{xI#ax+ES7@}>OeTYmHpU#{Y&yuIUaZyVS$ zd^SMdC9Cp3%`QfW+67}Ki%viHM#$r^U!#|J5?`+6#7{GPd!s^0?ddIKbFUOIH2vZg z$efTjJH}BmFhXKSN9g2PcOh$^!^2WIP09 z^CFpf){G;DY_&0SVXw|@HT$7R^Fq}t!BRv9f%)(WF6#sO5|VOOely<`-&pzc;PGjW zGhbf{_0k0%Gy;>$Ou6Fa_aN>&^mUj#aXE$px+xFL3%bqXW>eqCJVQ8J>l|^a0BdDt zeX=cDg718oJJ(6Y4Z`|;$$e$@?js7*l&@3HILd{H5>%#(dTgPj+tr?`BtFip@MsG8 z|GczU^7C=iV;gu_ONX*Qp$YGUr&$dAuq&(O-YG2ie9*Xvj8(SNLpiM;rcF4qJWTt* za=-af(w%>Lm*7WLNI~@7SG+}AB@q)5M$tq%Fv$zmS24WwJc~arSL|g(F|c*csZIuG zaeY&%0o!(M1^$ltLADDbztNb=?7YFY71c<2>3DndV`QSO9{GyFwgAz83^y1KsT^k_tng)GQ8qx0zx862*^7P zB;iW4*~fZLLz+WdkG&LN*cPTb5D_imNDz#vgD62M!aA_9d3|Fv`_8VXP$9kzdBF0` zgIU?zsBe}qZI*n;;EkB^mkRxuD4;u2eP}21$z%E?emE1Nk?rB(HYb)WAIcw*XxDsT zM>K47#Qg2uz$a`wO@l6oWd%qD4Nj(wopc5EwQ*!~E1C>9_p2_R*Mmu}EK;g-+ zR0Wu86lx^M_KVjW7Rx z@{HYV4M!q?e?^oVSuC?krXs9f3OOMl>rix3D9S=c$unOvDBmf$TeJt#G+KhzF=BZ`TTvLGR2xmkj1#uxcutLdRw^H+<(p70^jo5Ov-J< zg|I{8_270*?00=ffC7?#mT5f4{~_lo+pVWpY+iNLw|(%=H}tEx9qWR?5UTlCnJ)}; zH${(pSvQmX?K<7gzbc>BlDVACh`uz3^BG-G}vlboa zWcA)ORO4POI+yO|ca#;lJXS>wqhhNQYL(F0a%5^4Lm%Ga-@{!L6ws4e_&!R3{#dF@yUKfo8$s30 zx_f)MJHt>Hg<}g7d|SUP&(fEgEe!6lR+KsJE8qq0_QqiS12=&G!d-H>^3(E6IjYq( z+KB5bSrk_uoO=f2G#H?oMgPM7z5UUybC(M??C8jO`t%5x&}Z*>W3a_J836k?LAgJ3WH5XJZDS>NPzp znR<6-hl$X8=mkgZ4>@|ZCvt&fIkzQRz=kNutf?GVZ{%%AFR+KF2~arwn* zT6*gs{wru4quFtNn-sGTAB%G#ca_>wh{z!*x)iyv1+-&$a~=eZ<2!oIQXApNFZhwv zEpyS0V~#vR82MtTCNlZsnG!}AW5EQ1bd0O~7{3|2kSQ%33tYPQSZXQ3*mxs;QGaM0 zZwL7CDhRR(c)qtUi%?DfGIlLzKK>CsFLZdwan8Qr!e&{5M6{utQLpK-cs3HU0!CstQ_hh`H}X*NY6+ESC7QGO8N1WhG9tDTZ7lydEB+vI^(2 zJRRKmMu>n-BevS<=Z;(rs%Vow2Tda+!(GvY6qlwijCam3Ck^^_~sV zmr|O!skypC+sC%@M8)g|eo^%H@)z$FVOzhKnBR14tPihEY35 z#YUCAkf&`y0*E2}`RmpRMjy*}eS_V!0s!LF*`8>xy6E=H-&NX~3X1hS@^=ve1^Byy zQ=YYc?6kv?H--byR?B93X?tk36R<8<{7f9J8wwOrAtox=w>wi|{u5hRPxq8ys6)iZ z?b5S$8?-iQ-IuV`n76<84a;44_@FrMos9YW{=(q?@T!tmN!G*CB!s$rw9`8u!U387aSaDlkvw{TM{_R|WpZVUOjM%WW`vrDs-G zaKPyG6=$&|n!TeGo!rr$@$~#Jn$!EcZ{-zly~*eapZaK|nG0FtWGJW>x&iq&-|fY3 znszeM;v0W(R*tRzFGHzRDNgG@sx`<^$5QAsGUp6@L;)r^>k~} zBdPqPsjD_*UdQ~1aXO+_KfTXLL0)S<-4;Cr|LtjH$C5|4-Y=*=zg#{Jz4XS+JGViQ zl1pv8^BL$SIV#r>o{&ccvZCpGMLe}mI4(US_a(AesUX?iex{qwX%no}=?~CB-VHgE z$a%>@V*U{Fb{{D(y03KCSh8H|GYu|a2zB_A za9juqTIN;^KqJDT%?#xvbSPQKZ61WG;@BbVSeGE!R!Y#V^cWDMUaZ)iW9oqv_(NMV zUQ44ZvOKNCF37N^bqf?_EAklh2q-xDV27_k2W?Yie}`7ov+I;GlyQBQd+gCdzAz(N z*4Ma;=9owC9Vy+BmJJscg6+)z8!g)~eT+m+TeHvm4ug{4SpYD0Q*pR! zY6EjI+lk+;;I;utwH7&z4PjqF{~Ce(29Whb4{{I|K($Btklh^{xT#Uyv*nEeVA>-% z&f47kxt|vav#n*oA#!tECv_^{cLEyRylvf>{{bkkqv)|Io8mcFN4NpwHn4Q1LwO~L ziatSmG?og7K$gm&EZmshFL7Q}CVELd&QQ88O$vR`grEyqvGQ_s8%jY14J-mP@sSUG zC_A~XnXzlMPFN#?oBpQh?1;4`di^b2k#r!$ut#woM9-R;^Zc|+K~omP>142pxC($z zca6U@ac*W9Vq5XMEj-tvKt@=RUUfk(Jo2zG#n<*E8ou)0P5#h(tlTRdYW`&ylOamW zR`#GQr}WNTz^bqTBstfZ0=uOidw8=G$us;On-#Fv1qL zjrqc2%O(0naI;tU_U14&pl`3lGi1gZLv401umG7QqBHXiL#_odWEyMXyQ_0!zK2bj z-{#2c1)td3??oe6<+gY@~z1Fa_vnXNxgRN{K_YtfR6`1CK zjNhV#?V6lk9p4)m*V&FV?f&h5*0lCRmYveA2BbVmloIew$y|3Zy^)a zXkZI&5xiZoN82^&hG_B?-&AzZ-f1ywtU)5}l4BBQ;(iUNE>6+*``p8^^Ji_$L56C? zm5&j!{0aYqLe>gTCszH0EgKAM*C?GvA=j=5*X6II?O*+{C4W9F|HfKrLJzZpghTxo zw}bVl7g+75F0v~h4XPsSV%A`zNYyPw%2NJa%4+ps{$0wt1qub`tb&ZSp^AKm)k1vQ zOJ`a`rA4dg*07tgRm=gJ2TfUs?FNC z62V}cQO6ZQLyla)w_6vpQY|g4X=`WW8_yLg9$mKhv)tG5N@Mz0-yjz8N2{tACHT+j z9BtQl=DYE)Jy&2_eO|NQZ)-X`jV3TQ{uyxKb zB}N%lCCAd_5^%vbhEfaHw&6 z1zmN9?V2?mBKqp)Sq6PLo9T${DLpjTU+tH0Ypm~#u=6y6ipQ1&_my9--zI|Muwk&> z5aUKuA#t79)V9igJjGd|MX0zL>jw%p&FejHwFrTG!N`&48y5>r`j}J7Y^v?CY{Zqh zr(D8+KBcAF2Ot8jY}>{_yJO=e6^d$wSPxe?U{of)q2za`E5WG{`0(Ev?#WHEeAr~l$H;Kp>nen?Z~sjrQ<%nG686Mf(ytFIT?Xb8t~ABA z@~iWir*DAoiwf&C0yqAQBX>peWNISa&fKSOq`7l+0-fB?uHw%bDnVJ+-s5iaW39<^ zV+-FhBPspJSb74tkdF2ytC*Or?2qG^lzwE_|`9y)_k+VfiTvP`N&D8^_1TrWa z+Yt~!|ApW)sFy}9`Jc9{y{;ck{Zq%*zVphy6oolH@kKd?dPQI%yJn$eair2Y=0k9k zdrYOgOYhmuHl4bE6tP&bSN{;PgjvsszK_N7U*szmdQLFsxrMp4Q2RL-6GuotDsUli zUQmq4t39{5-Z`78QAakna|>z0K#QqmQuVq|Kta^V??P&}5C&;eGLAW=Vz`99Lati) zZI9M#aIW}C@}H~rUqN%XdG{QkX_?m(9l8dB_KY4p_-N#yx@9Zo1i>Mq4^?5&;6&iP z3~aDNs88{*qS4jpAmS;Mt-oZ9@R{<3(X1k$nS9)C)(<;XUN? zQL%L%#%pYpeldsP9=#LBYrc$6f7SfB#NYF5p>EzSTkJYB2csSP`ndl$tf6a_Zs=#9 z^?rflZcDTMSgjBJvR(P?TLN~^M1v0rW1wG+H2NLO16D^QtVDGK3R?wAe9pCDApiL8jNZ<~?MIHtdOFsn6KT$JFRFzb;;^b!M0~ zG5hr;v1@Md#_Wo5Tgav3ALom7U((deHY@kH$M+`&(SpxtZ? zg*?HHp+t`^rzi}h7P2I9C*M6*3yQpR|0KzjIbj0er>+O2JaOSms*GbBG%&z=7IRd< zpf!T9N#-t_vSF0o9pmy?iL>H<;oAl|hUSq$tWX^}wWx-f< zRk*ugD{{fd9b4plOJjtWRvnq%`9&!ufj;@Om!uevRs8wvfPH$rDdvC`sc=^LI8pRh zua6A(r1xe7rDy3<>3k`&B`NqcpgO-CouZPfJ5_;!PcbKMfTidoSQ@+}9}?8mSJx;y zdST1W_Sw{O{Ki$nhBF`ueXKHvWp%=eOuExF>@CE<&)0oO8ZHuhXp(A?`ScjEEi^7lL!q2hT_G}v%(%gS-F_({K=2u? zRbDo}+ss60@-7ltV|9eC;u6fKn7kwM<+6aOPn8*8WHu$-HTVI=`O+rF^kVqG@g^xA zWXK7O8M1*8KvqezG*g8nL4@Zo$%eC6iM*9F0CLz8l6yz$VfR(_Uf&voozVq5TR7ki zfi)DFoOW;OEJSv7;u-2h18i&oXoV1diVT@zh!2JoV=9een@eOPxBe=EF*be^!S$`N zH%I)bZw}*`Qqq3gCsbCuH%%#N4~A^(E8C(NaAYrXk*0dEaJ{V}UPv)ZrFoKe?5Fpg z3u1lkL9%*?)G+Gx%auBosP{1Lr?{R3y5(7)2vv``qhJYT%;?N)+RDK?n>ZZMYJ6Yx{L3plo8k|A(Bl ztBs|G{aOJt&vVo<+fJFva+s|sC;Q~{!f&4yIpzV2;6Qw1wwI)Oose5K(z_T(@S${$ z5y9jXYkagXL2{xjV9PE+{_Y8Am~6Y}F+irmIX5cz@!2i}mK(Fk9~D=XOTw$K>D7=K z29(&Zju4|=3X)=7m8hDBg&_o8_4uH+j8q<5o&~vd=gfzHZ3*40>($jZgCI4K3~uh` zswF?P0fyidyX|x(DoX z^OhOZJE#la@ax4o0%O8YQ!SHqr%HO0g6K^FcpHoyY(o zdO>)#=xFQ*Uy50qyS}#rm9LKVH4*~Pgc}s1C9fNC=4M{e1QKEncxoL}mosCJoV=L{ zQoZRK5iFJoWLf7?$t01f3FHi*VQLdK%4_;9BY(=xZumoXB=f+#kI3N4O1(_a15*|U z?v=ya=dO?A9fEgO3>#D>fRrzRUmu$F9W3h)TDOgcF{|<*S6vD(b#Jzs!CU=>8v{DN zEQ28P9>pwiVz$A2gatCsk~k zt^EDIBHIw&EkSyY7>`60g%pJ)S-@9Z+N%8d5w8i?IMCER(Ix!02#|{#dR{Vpm|-nn z5kb~)$vHCoU|e*FIFDR5bo8J3pHQpMjE0pp9j%yZQHW7j&)wYr?gWX}+Vu-6T6CM0 z41KC{<9)z+deG5jo*IPsTBU`GERn%f$NqRqpLMx?2Z+U(shFwQuU}=rsoT1ajv|P3 z3|VK%duB^cXS|Ui)YL;}nlb7ffNh8P`41%cC1`(Z&kpg6!SX6?)>pI}NHB(M_T{g4 zV~H++UuQ8EObpn>@nXv9riJqCi}FZ5n-8!3;4?;j|LPw;@=P(QAhkbhsl*A+HyV1N{JO*71o|`}-TY3cVp_;mT zuOaaXjd^$_o_ydv&-hZRpMst%MxV{Non$xLIfmfLsNDUuK!z z!3v>|_TcH)6@FDmY5h^mWBp{WRkg?v*!aY)l8%RS=l%9+F5>E$?JHn@MVhnMpt|(v zgtxV|nwZDV*mt>wK`g|4ZFFGI%nGwIZz}wCljF~#-xslV?2j+!9aJ*)8Io#yp$q~l z^ks!whcpo}B&jTV%8}$1tc}RboGI~G;_6Y$lfi3j2mf`TgQjLhu$2yXBv45r=v#Zf z{fs?i74Fg};-jbn?}>I|n+DlrdOft6;F^`VS*~n;uYeh2B{ej06dJVR66G$du$p=2 zx*Fl<>I{nb!Sjc^ljo8a;OEyPQ}}dY1pRN0A?&S!=gJ}WyXU&IYBzA%#!0kY6C=-` zyT38l_6|+pq6P+m+n3Ygiq?c;^sO54lkr;!%dt)(Ao*##j{Lns-}Nf&>aBf(w01ng24-|N%1o&?F- z@Ss{#+zz`#^PLw?^I1kp5JxJ%u=27Q{_-rdu>T=`@znTa^Ghy$=ftJi$bdiPzha)y46AvyV`V5qp?qw z&k~IU8imU(XnTF$EPehHRh%$fZhQ~{4ba#Ak!HC*gleR}89cwp2d90THLi2h1A2ZsE zLQV(){u@!8B5uFe3Hk|4>pB6xtL2KWzCEv}AI$dp2%poIzD`j8IWCL;rr$EMnKNAo z-CVm;c}4=n&eP%P<@=Al*FR*dgV8W;0cOqwv4yRZ#JG^U`zbk6hKqa?rRQGPjpqIL zd9N1Y+KTY3{x+8Lu;`I_9qmxUaOmKj&W^cT1I?ukbZa2iuXy}?w-4tve>r#lHl|w3 zdIBq$dA*I4YIV4fQ%i+tLc(ZT{aDBclv5=pL?I(-cmo#*O-afp@igpjpwDi;aVEs zVD_FFxQ6%JUt!=(>%B+cO0-+G-A3{pP;;$%~_EP7YtR5 z!-=hYe9X2oc1tS7-*@g{pw(O;^u3yx)9EP-$KCl2X2F~1R}%TX>O$$B4*2|(>FEB= z_5Lx?a;Z}ci>q)D46svgXizh6`9xjaMDS&GldN+&Uf0kp zF#9Xo`J1dAD`StuX)~~V9~|sr~3*OlCINd zNDfQCCX<`MIozJ;88k;9;+rh|!rrxL(CPLDXTctB4BeeqmcYBsk>j9U<9VsdRWE({ zCEAtA7Kg7nqG@XqL6_Smf6%8f$qL{wc#3bGMmo0l1mX-Y>#=rK-4u4m_g0ZV8V9litojJx@h z`QT*?(fre=hd;{R4^bSJmWe8gGHbq}V zDl_fyl%K=*{1OtNLwkoLd>6q=OFH$40lov`o`9j392B#CwtW!#cFPFXhwt2ppkRA< z$z2G@nms~4N2QilFB}iuS&M_cEw&{3Avv$`8Hv>|Z<-o95$V=&;gq(<_3+>=*RXtk z&E&Wbv}KP{HkphK|HvT2l*~~ESw(@z`S3Xpe3#wXw?^eF1Di^6S${3wYhX==ANaCr zN&*T*+a?2rnPq^_RfGFJ|3T_&27V5Z zR_W9S&kt27UJ9}ycv|=m?hOKxNy^HS?)bYd3>Qhf6wktuoOmOzid(U0~U$cT#9P+!S|a*E(qe zlGz6AgZqPrm!Fgpqa6FNGK#!25OesdAzW_;ZnJeGZA`IksUQs6-xgYet!pM`Q zR?fEC#y^|*h9V|1&VKTTTi_{NAq44b_iRkUuc7Q;igJy3T+JGw(+Smd!_U6tW(ik;GD3F%3RDkoaPW?;|>cA)9(qa|C`KTKDodqy^?ZsF~8I7^yx`t z0?NU<_*@^C9kTKL5Ww^$ESP0?SFqdX3{yo;4N^c?e)AQ|$n~!{U;Wr^TH0sd$1a7c z8jx;HhG{<7h5ZM~+C0q`m)f>8!w_A~E<sK#-4$ZK;bO32S z`4m++5Ax{`doeNeF$ldS`Q2!bwVEsV5vzG3147_Q{kDfwm_x1&^b;ex0RmGv0zc$z zK(H4hw*D`RGsKvB?94OvIUghwOWubJLDN}azQ^5KV?KM~*{M}ABcEdwJ08vivZ9PI zq22PwV*-AY>}0FW1xXke+1DU%qL1^ojvk}d#5SD3$rD$QpKh2+<(+GkUd}1)RrJr~ zI0gmXN_ifa>T_X)HgxRqwcERkXd>h&)U?5$A@Oan)l1HO@^efGyqnDVqi8fU z<@8SeXyqBn=h)uQ-$}rBmQuN^=U2Y|phG0KL0tLxL;XAJBPaTtGR8G=ed-!JaH6?U zF+@*%#(pa0r`}|Te=Spk=(%Y|jwhWH`vmR8MOWfWwP&fyF@|UJBfX3m_)m-Bl+uhp z0^rpa0L#OF3Hi0Z3i+_hAmk}%$!W7`?ybsSx+_kFYxJ&vpZn9iY2GK>*FA)auZ7v6 z?M>gPYJNLiMX+JK;WLkO<>kuVJ5MntCky6zhHYzhT^SDid4|Kkoo%M$zV3_MR=U*; z#IP&f!|dCrJltR#kjR5nMj5E*PQ1slPo(VjNX^|Gh^SU70-Srf6inmVDa@M78nGs> z`C>3nXgk+#2S~|(v?cu+>2c59=KOL268~t!(5m8KY416wzAEkvmf|3M<;?@9M^a;f*Otj^pd}NVJH9T?GQSN==^Y`lOdd8VU!S{?SGol^-dzO_f?#^ z^-;WzxgFj(ripW;?a5^uo4o!VkvqSatqG9>TMhzSfe=ID;g7d>kwpJFGjk^*C22RAO&Ja`W z2YwwE6;x#FQmzaa!62`$T8XsbI{i9%(&NXiP9M7VSExkl&3GcJJ80BxqFTyEaEDz=xwYfIez>?n41B&t{b^|yQFE;gm&>=Kc`-LU3yl9Mtl+9CRBBWDfJ_N zS_+I4jZI?eqm*Dtc!oWZ!X2}9`;0i#Pix=Q^FvK`Unmaj#7h)mCoeZIfbigGsRN1uAlXd