From bde1477dfc05507e87c08db923f15b8993a28ab3 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?In=C3=AAs=20Pereira?= <ines.pereira@tecnico.ulisboa.pt>
Date: Tue, 7 Jul 2026 12:36:54 +0100
Subject: [PATCH 1/6] Add most recent journal paper and respective bibtex

---
 publications/journals.html                | 13 +++++++++++++
 publications/journals/caetano26_BEPAM.bib | 15 +++++++++++++++
 2 files changed, 28 insertions(+)
 create mode 100644 publications/journals/caetano26_BEPAM.bib

diff --git a/publications/journals.html b/publications/journals.html
index cd46ad8..a49aa11 100644
--- a/publications/journals.html
+++ b/publications/journals.html
@@ -79,6 +79,19 @@ <h2><strong>Journal Articles</strong></h2>
 
         <section> <div class="row"> <header> <h2>2026</h2> </header> </div>
             
+            <div class="row">
+                <div class="10u 12u">
+                    <p><strong>Algorithmic workflow for digitising inspection data in railway tunnel maintenance</strong>
+                        <br /> Inês Caetano, Debora Pinto, Margarida Amândio, João Silva, Luís Sanhudo, Miguel Azenha, Mohamad El Sibaii, José Granja, Hugo Patrício, Francisco Ganhão, João Poças Martins
+                        <br /> Built Environment Project and Asset Management, Emerald
+                    </p>
+                </div>
+                <div class="2u 12u">
+                    <p><a href="https://doi.org/10.1108/BEPAM-04-2025-0114"><strong> Article </strong> </a>
+                        <br /> <a class="bibtex" src="journals/caetano26_BEPAM.bib"> Reference </a>
+                </div>
+            </div>
+            
             <div class="row"> <div class="10u 12u">
                 <p><strong>Optimizing the Optimizers: Hyperparameter optimization for multi-objective metaheuristics</strong> 
                 <br /> Inês Pereira, António Leitão 
diff --git a/publications/journals/caetano26_BEPAM.bib b/publications/journals/caetano26_BEPAM.bib
new file mode 100644
index 0000000..e58cac5
--- /dev/null
+++ b/publications/journals/caetano26_BEPAM.bib
@@ -0,0 +1,15 @@
+@article{caetano26:BEPAM,
+  author    = {Caetano, In{\^e}s and Pinto, Debora and Am{\^a}ndio, Margarida and Silva, Jo{\~a}o and Sanhudo, Lu{\'i}s and Azenha, Miguel and El Sibaii, Mohamad and Granja, Jos{\'e} and Patr{\'i}cio, Hugo and Ganh{\~a}o, Francisco and Po\c{c}as Martins, Jo{\~a}o},
+  title     = {Algorithmic workflow for digitising inspection data in railway tunnel maintenance},
+  journal   = {Built Environment Project and Asset Management},
+  volume    = {},
+  issue     = {},
+  pages     = {1--18},
+  year      = {2026},
+  issn      = {2044-124X},
+  publisher = {Emerald},
+  doi       = {10.1108/BEPAM-04-2025-0114},
+  url       = {https://doi.org/10.1108/BEPAM-04-2025-0114}
+}
+
+

From c62e9d342e94af67fb824f5723dccff4bc5e6a64 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?In=C3=AAs=20Pereira?= <ines.pereira@tecnico.ulisboa.pt>
Date: Tue, 7 Jul 2026 12:58:10 +0100
Subject: [PATCH 2/6] Update links of Awards page

---
 research/awards.html | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/research/awards.html b/research/awards.html
index 734f73a..868f137 100644
--- a/research/awards.html
+++ b/research/awards.html
@@ -90,7 +90,7 @@ <h3>IST PhD DEI Popular Choice Poster Award (3rd place)</h3></a>
                 <div class="4u 12u(narrower)">
                     <a href="awards/pluto2023_lusail.jpg" class="image featured">
                         <img src="awards/pluto2023.jpg" alt=p"" title="1st Place in the Pluto Notebooks Competition" /></a>
-                        <a href="https://info.juliahub.com/pluto-notebook-winner-23">
+                        <a href="https://info.juliahub.com/blog/pluto-notebook-winner-23">
                         <!-- <a href="https://help.juliahub.com/juliahub/stable/pluto2023/"> -->
                             <h3>1st Place in the Pluto Notebooks Competition during JuliaCon2023</h3></a> 
                     <pcenter><strong>Renata Castelo-Branco</strong></pcenter>
@@ -98,7 +98,7 @@ <h3>1st Place in the Pluto Notebooks Competition during JuliaCon2023</h3></a>
                 <div class="4u 12u(narrower)">
                     <a href="awards/inesc2022_3_renata1.png" class="image featured">
                         <img src="awards/inesc.png" alt="" title="INESC-ID PhD Student Runner Up 2022 & 2023" /></a>
-                        <a href="https://www.inesc-id.pt/news-events/awards/">
+                        <a href="https://www.inesc-id.pt/about-us/inesc-id-awards-2/">
                             <h3>INESC-ID PhD Student Runner Up 2022 & 2023</h3></a> 
                     <pcenter><strong>Renata Castelo-Branco</strong></pcenter>
                 </div>
@@ -110,14 +110,14 @@ <h3>INESC-ID PhD Student Runner Up 2022 & 2023</h3></a>
                 <div class="4u 12u(narrower)">
                     <a href="awards/inesc2021_ines.png" class="image featured">
                         <img src="awards/inesc2021.png" alt="" title="INESC-ID PhD Student 2021" /></a>
-                        <a href="https://www.inesc-id.pt/news-events/awards/">
+                        <a href="https://www.inesc-id.pt/about-us/inesc-id-awards-2/">
                             <h3>INESC-ID PhD Student 2021</h3></a> 
                     <pcenter><strong>Inês Caetano</strong></pcenter>
                 </div>
                 <div class="4u 12u(narrower)">
                     <a href="awards/caadria2021_sasada.jpg" class="image featured">
                         <img src="awards/caadria2021.png" alt="" title="CAADRIA 2021 Sasada Prize" /></a>
-                        <a href="https://www.caadria.org/award-sasada/">
+                        <a href="https://caadria.org/awards/sasada-prize/">
                             <h3>CAADRIA 2021 Sasada Prize</h3></a> 
                     <pcenter><strong>António Menezes Leitão</strong></pcenter>
                 </div>

From 296a9b5a02e5e213ea4469dd6eb524a591003895 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?In=C3=AAs=20Pereira?= <ines.pereira@tecnico.ulisboa.pt>
Date: Mon, 14 Sep 2026 15:30:32 +0100
Subject: [PATCH 3/6] Add articles from eCAADe 2026

---
 publications/conferences.html                | 25 ++++++++++++++++++++
 publications/conferences/caroco26_eCAADe.bib |  9 +++++++
 publications/conferences/pardal26_eCAADe.bib |  9 +++++++
 3 files changed, 43 insertions(+)
 create mode 100644 publications/conferences/caroco26_eCAADe.bib
 create mode 100644 publications/conferences/pardal26_eCAADe.bib

diff --git a/publications/conferences.html b/publications/conferences.html
index 637f2eb..a54d08c 100644
--- a/publications/conferences.html
+++ b/publications/conferences.html
@@ -78,6 +78,31 @@ <h2><strong>Conference Publications</strong></h2>
 
       <div class="sidebar"> <!--<h2> <strong> Conferences </strong> </h2> -->
 
+        <section> <div class="row"> <header> <h2>2026</h2> </header> </div>
+                    
+            <div class="row"> <div class="10u 12u">
+                <p><strong>Glassbox: Execution-Aware Interactive Illustrations for Algorithmic Design</strong> 
+                <br /> Duarte Pardal, Inês Caetano, António Leitão
+                <br /> eCAADe Conference, Germany </p> </div>
+                <div class="2u 12u"> 
+                    <p><a href="https://web.ist.utl.pt/antonio.menezes.leitao/ADA/documents/publications_docs/2026_Glassbox.pdf"><strong> Article </strong> </a>
+                    <!-- <br /> <a href="https://web.ist.utl.pt/antonio.menezes.leitao/ADA/documents/publications_pres/2026_Glassbox.pptx"> Slides </a> -->
+                    <br /> <a class="bibtex" src="conferences/pardal26_eCAADe.bib"> Reference </a>
+                </div> </div>
+
+                <div class="row"> <div class="10u 12u">
+                <p><strong>Regulated Creativity: A Hierarchical Parametric Graph for Regulation-Aware Algorithmic Layout</strong> 
+                <br /> Miguel Caroço, Tiago Farinha, Inês Caetano, António Leitão
+                <br /> eCAADe Conference, Germany </p> </div>
+                <div class="2u 12u">
+                    <p><a href="https://web.ist.utl.pt/antonio.menezes.leitao/ADA/documents/publications_docs/2026_RegulatedCreativity.pdf"><strong> Article </strong> </a>
+                    <br /> <a href="https://web.ist.utl.pt/antonio.menezes.leitao/ADA/documents/publications_pres/2026_RegulatedCreativity.pptx"> Slides </a>
+                    <br /> <a class="bibtex" src="conferences/caroco26_eCAADe.bib"> Reference </a>
+                </div> </div>
+
+        </section>
+
+
        <section> <div class="row"> <header> <h2>2025</h2> </header> </div>
                     
             <div class="row"> <div class="10u 12u">
diff --git a/publications/conferences/caroco26_eCAADe.bib b/publications/conferences/caroco26_eCAADe.bib
new file mode 100644
index 0000000..560eb1f
--- /dev/null
+++ b/publications/conferences/caroco26_eCAADe.bib
@@ -0,0 +1,9 @@
+@inproceedings{caroco26:eCAADe,
+  author    = {Caro\c{c}o, Miguel and Farinha, Tiago and Caetano, In{\^e}s and Leit{\~a}o, Ant{\'o}nio},
+  title     = {Regulated Creativity: A Hierarchical Parametric Graph for Regulation-Aware Algorithmic Layout Design},
+  booktitle = {Informed Creativity in Architecture and Engineering: Proceedings of the 44th {Education and research in Computer Aided Architectural Design in Europe (eCAADe)} Conference},
+  editor    = {Damtsas, E. and Spaeth, A. B.},
+  pages     = {101--110},
+  year      = {2026},
+  address   = {Technische Hochschule L\"{u}beck, Germany}
+}
\ No newline at end of file
diff --git a/publications/conferences/pardal26_eCAADe.bib b/publications/conferences/pardal26_eCAADe.bib
new file mode 100644
index 0000000..259bfb8
--- /dev/null
+++ b/publications/conferences/pardal26_eCAADe.bib
@@ -0,0 +1,9 @@
+@inproceedings{pardal26:eCAADe,
+  author    = {Pardal, Duarte and Caetano, In{\^e}s and Leit{\~a}o, Ant{\'o}nio},
+  title     = {Glassbox: Execution-Aware Interactive Illustrations for Algorithmic Design},
+  booktitle = {Informed Creativity in Architecture and Engineering: Proceedings of the 44th {Education and research in Computer Aided Architectural Design in Europe (eCAADe)} Conference},
+  editor    = {Damtsas, E. and Spaeth, A. B.},
+  pages     = {117--126},
+  year      = {2026},
+  address   = {Technische Hochschule L\"{u}beck, Germany}
+}
\ No newline at end of file

From 72c8b924aa558bf27edb938a5b0e3578377b6644 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?In=C3=AAs=20Pereira?= <ines.pereira@tecnico.ulisboa.pt>
Date: Mon, 14 Sep 2026 15:43:59 +0100
Subject: [PATCH 4/6] Add master thesis on HPO (Afonso Meneses)

---
 publications/theses.html                      | 299 +++++++++---------
 publications/theses/43.png                    | Bin 0 -> 134449 bytes
 .../theses/msc/meneses25_mscthesis.bib        |   7 +
 3 files changed, 164 insertions(+), 142 deletions(-)
 create mode 100644 publications/theses/43.png
 create mode 100644 publications/theses/msc/meneses25_mscthesis.bib

diff --git a/publications/theses.html b/publications/theses.html
index 939a859..eb5b7b8 100644
--- a/publications/theses.html
+++ b/publications/theses.html
@@ -144,8 +144,21 @@ <h3>DrAFT 2.0: An Algorithmic Framework for the Design, Optimization, and Fabric
 
                 <header> <h3> <strong> Master Theses </strong> </h3> </header> <br/>
 
-                <div class="row">   
-                    
+                <div class="row">
+                    <div class="4u 12u(narrower)">
+                        <a href="theses/43.png" class="image featured"> <img src="theses/43.png"
+                                title="Hyper-Parameter Optimization for Building Design | Afonso Teves de Meneses" /></a>
+                        <h4>Hyper-Parameter Optimization for Building Design</h4>
+                        <pcenter> Afonso Teves de Meneses <br />
+                            <b> Jun 2026 </b> <br />
+                            <a href="https://fenix.tecnico.ulisboa.pt/cursos/meec21/dissertacao/1128253548924412"><strong> Docs </strong>
+                            </a>
+                            | <a href="https://web.ist.utl.pt/antonio.menezes.leitao/ADA/documents/theses_pres/2026_HPO4BuildingDesign.pdf"> Slides</a>
+                            | <a class="bibtex" src="theses/msc/meneses25_mscthesis.bib">Ref </a>
+                        </pcenter>
+                    </div>
+
+
                     <div class="4u 12u(narrower)">
                         <a href="theses/42.png" class="image featured"> <img src="theses/42.png"
                             title="Procedural Modeling of Architectonic Shapes | Lourenço Isidro do Carmo Neiva Mourão" /></a>
@@ -155,7 +168,7 @@ <h4>Procedural Modeling of Architectonic Shapes</h4>
                             <a href="https://fenix.tecnico.ulisboa.pt/cursos/meic-a/dissertacao/2535628432474336"><strong> Docs </strong> </a>
                             | <a href="https://web.ist.utl.pt/antonio.menezes.leitao/ADA/documents/theses_pres/2024_ProceduralModelingOfArchitectonicShapes.pptx"> Slides</a>
                             | <a class="bibtex" src="theses/msc/mourao24_mscthesis.bib">Ref </a>
-                            </pcenter> 
+                            </pcenter>
                         </div>
 
                         <div class="4u 12u(narrower)">
@@ -167,9 +180,12 @@ <h4>Liberalitas: Metaobject Protocol for Julia</h4>
                                 <a href="https://fenix.tecnico.ulisboa.pt/cursos/meic-a/dissertacao/846778572214689"><strong> Docs </strong> </a>
                                 | <a href="https://web.ist.utl.pt/antonio.menezes.leitao/ADA/documents/theses_pres/2024_Liberalitas.pptx"> Slides</a>
                                 | <a class="bibtex" src="theses/msc/espadeiro24_mscthesis.bib">Ref </a>
-                                </pcenter> 
+                                </pcenter>
                         </div>
 
+                </div> <br />
+                <div class="row">
+
                     <div class="4u 12u(narrower)">
                         <a href="theses/40.png" class="image featured"> <img src="theses/40.png"
                             title="Metaobject Protocols for Julia | Marcelo Cândido Melo dos Santos" /></a>
@@ -178,12 +194,9 @@ <h4>Metaobject Protocols for Julia </h4>
                             <b> Jun 2023 </b> | Grade: 18/20 <br/>
                             <a href="https://fenix.tecnico.ulisboa.pt/cursos/meic-a/dissertacao/283828618790886"><strong> Docs </strong> </a>
                             | <a class="bibtex" src="theses/msc/candido23_mscthesis.bib">Ref </a>
-                            </pcenter> 
+                            </pcenter>
                     </div>
 
-                </div> <br />
-                <div class="row">
-
                     <div class="4u 12u(narrower)">
                         <a href="theses/39.png" class="image featured"> <img src="theses/39.png"
                             title="PyJL: A Source-to-Source Python Compiler to Julia | Miguel Marcelino" /></a>
@@ -192,12 +205,12 @@ <h4>PyJL: A Source-to-Source Python Compiler to Julia </h4>
                             <b> Dec 2022 </b> | Grade: 19/20 <br/>
                             <a href="https://fenix.tecnico.ulisboa.pt/cursos/meic-a/dissertacao/846778572213871"><strong> Docs </strong> </a>
                             | <a class="bibtex" src="theses/msc/marcelino22_mscthesis.bib">Ref </a>
-                            </pcenter> 
+                            </pcenter>
                     </div>
 
                     <div class="4u 12u(narrower)">
                         <a href="theses/38.png" class="image featured"> <img src="theses/38.png"
-                            title="Inverse Algorithmic Design: Automatic Conversion of Floor Plan Images into Computer Programs | João David" /></a>     
+                            title="Inverse Algorithmic Design: Automatic Conversion of Floor Plan Images into Computer Programs | João David" /></a>
                         <h4>Inverse Algorithmic Design: Automatic Conversion of Floor Plan Images into Computer Programs</h4>
                         <pcenter> João Carlos Morgado David <br/>
                             <b> Dec 2022 </b> | Grade: 19/20 <br/>
@@ -207,6 +220,9 @@ <h4>Inverse Algorithmic Design: Automatic Conversion of Floor Plan Images into C
                             </pcenter>
                     </div>
 
+                </div> <br />
+                <div class="row">
+
                     <div class="4u 12u(narrower)">
                         <a href="theses/37.png" class="image featured"> <img src="theses/37.png"
                             title="Reconstructing Architectural Optimization Workflows | Inês Pereira" /></a>
@@ -216,15 +232,12 @@ <h4>Reconstructing Architectural Optimization Workflows </h4>
                             <a href="https://fenix.tecnico.ulisboa.pt/cursos/mecd/dissertacao/846778572214195"><strong> Docs </strong> </a>
                             | <a href="https://web.ist.utl.pt/antonio.menezes.leitao/ADA/documents/theses_pres/2022_ReconstructingArchitecturalOptimizationWorkflows.pptx"> Slides </a>
                             | <a class="bibtex" src="theses/msc/pereira22_mscthesis.bib">Ref </a>
-                            </pcenter> 
+                            </pcenter>
                     </div>
 
-                </div> <br />
-                <div class="row">
-
                     <div class="4u 12u(narrower)">
                         <a href="theses/36.png" class="image featured"> <img src="theses/36.png"
-                            title="Geometric Constraints in Algorithmic Design | Rui Ventura" /></a>     
+                            title="Geometric Constraints in Algorithmic Design | Rui Ventura" /></a>
                         <h4>Geometric Constraints in Algorithmic Design</h4>
                         <pcenter> Rui Guilherme Cruz Ventura <br/>
                             <b> Sep 2021 </b> | Grade: 19/20 <br/>
@@ -236,7 +249,7 @@ <h4>Geometric Constraints in Algorithmic Design</h4>
 
                     <div class="4u 12u(narrower)">
                         <a href="theses/35.jpeg" class="image featured"> <img src="theses/35.jpeg"
-                            title="VRAAD: Virtual Reality Aided Algorithmic Design | Catarina Brás" /></a>    
+                            title="VRAAD: Virtual Reality Aided Algorithmic Design | Catarina Brás" /></a>
                         <h4>VRAAD: Virtual Reality Aided Algorithmic Design - Supporting the Algorithmic Design Workflow with Virtual Reality</h4>
                         <pcenter> Catarina São Miguel de Castro Brás <br/>
                             <b> Sep 2021 </b> | Grade: 19/20 <br/>
@@ -246,6 +259,9 @@ <h4>VRAAD: Virtual Reality Aided Algorithmic Design - Supporting the Algorithmic
                             </pcenter>
                     </div>
 
+                </div> <br />
+                <div class="row">
+
                     <div class="4u 12u(narrower)">
                         <a href="theses/34.jpg" class="image featured"> <img src="theses/34.jpg"
                             title="Thinking Algorithmic Architecture: an Overview of Digital Architecture | Pedro Lima" /></a>
@@ -258,23 +274,20 @@ <h4>Thinking Algorithmic Architecture: an Overview of Digital Architecture</h4>
                             </pcenter>
                         </div>
 
-                </div> <br />
-                <div class="row">
-
-                    <div class="4u 12u(narrower)"> 
+                    <div class="4u 12u(narrower)">
                         <a href="theses/33.png" class="image featured"> <img src="theses/33.png"
-                            title=" Game Engines for Algorithmic Design | Ricardo Filipe " /></a> 
+                            title=" Game Engines for Algorithmic Design | Ricardo Filipe " /></a>
                         <h4>Game Engines for Algorithmic Design</h4>
                         <pcenter> Ricardo de Lemos Filipe <br/>
-                            <b> Jan 2021 </b> <!-- | Grade: 15/20 --> <br/> 
+                            <b> Jan 2021 </b> <!-- | Grade: 15/20 --> <br/>
                             <a href="https://fenix.tecnico.ulisboa.pt/cursos/meic-t/dissertacao/846778572212635"><strong> Docs </strong> </a>
                             | <a class="bibtex" src="theses/msc/filipe21_mscthesis.bib">Ref </a>
                             </pcenter>
                     </div>
 
-                    <div class="4u 12u(narrower)"> 
+                    <div class="4u 12u(narrower)">
                         <a href="theses/32.png" class="image featured"> <img src="theses/32.png"
-                            title=" Refactoring for Dynamic Languages: The Julia Case | Tomás Cunha " /></a>     
+                            title=" Refactoring for Dynamic Languages: The Julia Case | Tomás Cunha " /></a>
                         <h4>Refactoring for Dynamic Languages: The Julia Case</h4>
                         <pcenter> Tomás Grelha da Cunha <br/>
                             <b> Oct 2020 </b> <!-- | Grade: 17/20 --> <br/>
@@ -283,9 +296,12 @@ <h4>Refactoring for Dynamic Languages: The Julia Case</h4>
                             </pcenter>
                     </div>
 
-                    <div class="4u 12u(narrower)"> 
+                </div> <br />
+                <div class="row">
+
+                    <div class="4u 12u(narrower)">
                         <a href="theses/31.jpg" class="image featured"> <img src="theses/31.jpg"
-                            title=" Integrating Algorithmic Processes in Informal Urban and Architectural Design | Gonçalo Araújo " /></a> 
+                            title=" Integrating Algorithmic Processes in Informal Urban and Architectural Design | Gonçalo Araújo " /></a>
                         <h4>Integrating Algorithmic Processes in Informal Urban and Architectural Design</h4>
                         <pcenter> Gonçalo Roque Araújo <br/>
                             <b> Oct 2020 </b> | Grade: 20/20 <br/>
@@ -294,12 +310,9 @@ <h4>Integrating Algorithmic Processes in Informal Urban and Architectural Design
                             </pcenter>
                     </div>
 
-                </div> <br />
-                <div class="row">
-
-                    <div class="4u 12u(narrower)">     
+                    <div class="4u 12u(narrower)">
                         <a href="theses/30.png" class="image featured"> <img src="theses/30.png"
-                            title=" Fast Interactive Visualization for Algorithmic Design | Guilherme Santos " /></a> 
+                            title=" Fast Interactive Visualization for Algorithmic Design | Guilherme Santos " /></a>
                         <h4>Fast Interactive Visualization for Algorithmic Design</h4>
                         <pcenter> Guilherme Jorge dos Santos <br/>
                             <b> Oct 2020 </b> | Grade: 18/20 <br/>
@@ -309,9 +322,9 @@ <h4>Fast Interactive Visualization for Algorithmic Design</h4>
                             </pcenter>
                     </div>
 
-                    <div class="4u 12u(narrower)">                    
+                    <div class="4u 12u(narrower)">
                         <a href="theses/29.png" class="image featured"> <img src="theses/29.png"
-                            title=" Reverse Algorithmic Design of Buildings | Daniel Fermoselle da Silva" /></a> 
+                            title=" Reverse Algorithmic Design of Buildings | Daniel Fermoselle da Silva" /></a>
                         <h4>Reverse Algorithmic Design of Buildings</h4>
                         <pcenter> Daniel Matos Fermoselle da Silva <br/>
                             <b> Dec 2019 </b> <!-- | Grade: 17/20 --> <br/>
@@ -321,9 +334,12 @@ <h4>Reverse Algorithmic Design of Buildings</h4>
                             </pcenter>
                     </div>
 
-                    <div class="4u 12u(narrower)">            
+                </div> <br />
+                <div class="row">
+
+                    <div class="4u 12u(narrower)">
                         <a href="theses/28.png" class="image featured"> <img src="theses/28.png"
-                            title=" Dynamic Invocation | Tiago Rodrigues" /></a> 
+                            title=" Dynamic Invocation | Tiago Rodrigues" /></a>
                         <h4>Dynamic Invocation</h4>
                         <pcenter> Tiago Miguel Santos Rodrigues <br/>
                             <b> Dec 2019 </b> <!-- | Grade: 17/20 --> <br/>
@@ -333,12 +349,9 @@ <h4>Dynamic Invocation</h4>
                             </pcenter>
                     </div>
 
-                </div> <br />
-                <div class="row">
-
-                    <div class="4u 12u(narrower)">  
+                    <div class="4u 12u(narrower)">
                         <a href="theses/27.png" class="image featured"> <img src="theses/27.png"
-                            title="The expressive power of programming languages in architecture | Maria João Sammer" /></a> 
+                            title="The expressive power of programming languages in architecture | Maria João Sammer" /></a>
                         <h4>The expressive power of programming languages in architecture </h4>
                         <pcenter> Maria João De Maya Gomes Cunha e Sammer <br/>
                             <b> Jun 2019 </b> | Grade: 19/20 <br/>
@@ -348,9 +361,9 @@ <h4>The expressive power of programming languages in architecture </h4>
                             </pcenter>
                         </div>
 
-                    <div class="4u 12u(narrower)">   
+                    <div class="4u 12u(narrower)">
                         <a href="theses/26.png" class="image featured"> <img src="theses/26.png"
-                            title="Adaptive façades: An integrated algorithmic approach | Helena Martinho" /></a> 
+                            title="Adaptive façades: An integrated algorithmic approach | Helena Martinho" /></a>
                         <h4>Adaptive façades: An integrated algorithmic approach </h4>
                         <pcenter> Helena Luísa Freitas Martinho <br/>
                             <b> Jun 2019 </b> <!-- | Grade: 17/20 --> <br/>
@@ -360,102 +373,102 @@ <h4>Adaptive façades: An integrated algorithmic approach </h4>
                             </pcenter>
                     </div>
 
-                    <div class="4u 12u(narrower)">         
+                </div> <br />
+                <div class="row">
+
+                    <div class="4u 12u(narrower)">
                         <a href="theses/25.png" class="image featured"> <img src="theses/25.png"
-                            title="Towards Lighting Optimization: A Performance-Based Approach | Inês Pereira" /></a> 
+                            title="Towards Lighting Optimization: A Performance-Based Approach | Inês Pereira" /></a>
                         <h4>Towards Lighting Optimization: A Performance-Based Approach </h4>
                         <pcenter> Inês Isabel Chinita Pereira <br/>
                             <b> Jun 2019 </b> <!-- | Grade: 16/20 --> <br/>
                             <a href="https://fenix.tecnico.ulisboa.pt/cursos/ma/dissertacao/1409728525632819"><strong> Docs </strong> </a>
                             | <a href="https://web.ist.utl.pt/antonio.menezes.leitao/ADA/documents/theses_pres/2019_TowardsLightingOptimization.pdf"> Slides</a>
                             | <a class="bibtex" src="theses/msc/pereira19_mscthesis.bib">Ref </a>
-                            </pcenter>                           
+                            </pcenter>
                     </div>
 
-                </div> <br />
-                <div class="row">
-
-                    <div class="4u 12u(narrower)">        
+                    <div class="4u 12u(narrower)">
                         <a href="theses/24.png" class="image featured"> <img src="theses/24.png"
-                            title="Optimization of Time-Consuming Objective Functions: Derivative-Free Approaches and their Application in Architecture | Catarina Belém " /></a> 
+                            title="Optimization of Time-Consuming Objective Functions: Derivative-Free Approaches and their Application in Architecture | Catarina Belém " /></a>
                         <h4>Optimization of Time-Consuming Objective Functions: Derivative-Free Approaches and their Application in Architecture</h4>
                         <pcenter> Catarina Garcia Belém <br/>
                             <b> Jun 2019 </b> | Grade: 20/20 <br/>
                             <a href="https://fenix.tecnico.ulisboa.pt/cursos/meic-a/dissertacao/1409728525632791"><strong> Docs </strong> </a>
                             | <a href="https://web.ist.utl.pt/antonio.menezes.leitao/ADA/documents/theses_pres/2019_OptimizationOfTime-ConsumingObjectiveFunctions.pptx"> Slides </a>
                             | <a class="bibtex" src="theses/msc/belem19_mscthesis.bib">Ref </a>
-                            </pcenter>                           
+                            </pcenter>
                     </div>
 
-                    <div class="4u 12u(narrower)"> 
+                    <div class="4u 12u(narrower)">
                         <a href="theses/23.png" class="image featured"> <img src="theses/23.png"
-                            title="Single-Objective Optimization for Architecture | Guilherme Ilunga" /></a> 
+                            title="Single-Objective Optimization for Architecture | Guilherme Ilunga" /></a>
                         <h4>Single-Objective Optimization for Architecture</h4>
                         <pcenter> Guilherme Ilunga <br/>
                             <b> Feb 2019 </b> | Grade: 20/20 <br/>
                             <a href="https://fenix.tecnico.ulisboa.pt/cursos/meic-a/dissertacao/1691203502343670"><strong> Docs </strong> </a>
                             | <a href="https://web.ist.utl.pt/antonio.menezes.leitao/ADA/documents/theses_pres/2019_Single-ObjectiveOptimizationForArchitecture.pdf"> Slides </a>
                             | <a class="bibtex" src="theses/msc/ilunga19_mscthesis.bib">Ref </a>
-                            </pcenter>                           
+                            </pcenter>
                     </div>
 
-                    <div class="4u 12u(narrower)">                                
+                </div> <br />
+                <div class="row">
+
+                    <div class="4u 12u(narrower)">
                         <a href="theses/22.png" class="image featured"> <img src="theses/22.png"
-                            title="Performance-Based Design for Evacuation | Sofia Sousa" /></a> 
+                            title="Performance-Based Design for Evacuation | Sofia Sousa" /></a>
                         <h4>Performance-Based Design for Evacuation</h4>
                         <pcenter> Sofia Costa de Sousa <br/>
                             <b> Jun 2018 </b> | Grade: 19/20 <br/>
                             <a href="https://fenix.tecnico.ulisboa.pt/cursos/ma/dissertacao/1972678479054652"> <strong> Docs </strong></a>
                             | <a href="https://web.ist.utl.pt/antonio.menezes.leitao/ADA/documents/theses_pres/2018_Performance-BasedDesignforEvacuation.pptx"> Slides </a>
                             | <a class="bibtex" src="theses/msc/sousa18_mscthesis.bib">Ref </a>
-                            </pcenter>                           
+                            </pcenter>
                     </div>
 
-                </div> <br />
-                <div class="row">
-
-                    <div class="4u 12u(narrower)">                                         
+                    <div class="4u 12u(narrower)">
                         <a href="theses/21c.png" class="image featured"> <img src="theses/21c.png"
-                            title="Integrating Structural Performance in Algorithmic Design | Rita Aguiar" /></a> 
+                            title="Integrating Structural Performance in Algorithmic Design | Rita Aguiar" /></a>
                         <h4>Integrating Structural Performance in Algorithmic Design</h4>
                         <pcenter> Rita Roldão de Aguiar <br/>
                             <b> Jun 2018 </b> | Grade: 18/20 <br/>
                             <a href="https://fenix.tecnico.ulisboa.pt/cursos/ma/dissertacao/1409728525632438"> <strong> Docs </strong></a>
                             | <a href="https://web.ist.utl.pt/antonio.menezes.leitao/ADA/documents/theses_pres/2018_IntegratingStructuralPerformanceInAlgorithmicDesign.pptx"> Slides </a>
                             | <a class="bibtex" src="theses/msc/aguiar18_mscthesis.bib">Ref </a>
-                            </pcenter>                           
+                            </pcenter>
                     </div>
 
-                    <div class="4u 12u(narrower)">                                                
+                    <div class="4u 12u(narrower)">
                         <a href="theses/20.jpg" class="image featured"> <img src="theses/20a.jpg"
-                            title="Integrated Algorithmic Design | Renata Castelo-Branco " /></a> 
+                            title="Integrated Algorithmic Design | Renata Castelo-Branco " /></a>
                         <h4>Integrated Algorithmic Design</h4>
                         <pcenter> Renata Alves Castelo-Branco <br/>
                             <b> Jun 2017 </b> | Grade: 20/20 <br/>
                             <a href="https://fenix.tecnico.ulisboa.pt/cursos/ma/dissertacao/1691203502342828"> <strong> Docs </strong></a>
                             | <a href="https://web.ist.utl.pt/antonio.menezes.leitao/ADA/documents/theses_pres/2017_IntegratedAlgorithmicDesign.pptx"> Slides </a>
                             | <a class="bibtex" src="theses/msc/castelobranco17_mscthesis.bib">Ref </a>
-                            </pcenter>                           
+                            </pcenter>
                     </div>
 
-                    <div class="4u 12u(narrower)">     
+                </div> <br />
+                <div class="row">
+
+                    <div class="4u 12u(narrower)">
                         <a href="theses/19a.png" class="image featured"> <img src="theses/19a.png"
-                            title="Generative Design for Energy Efficiency: Energy Analysis and Optimization | Catarina Rocha" /></a> 
+                            title="Generative Design for Energy Efficiency: Energy Analysis and Optimization | Catarina Rocha" /></a>
                         <h4>Generative Design for Energy Efficiency: Energy Analysis and Optimization</h4>  </header>
                         <pcenter> Catarina Rodrigues Ferreira da Rocha <br/>
                             <b> Jun 2017 </b> | Grade: 18/20 <br/>
                             <a href="https://fenix.tecnico.ulisboa.pt/cursos/ma/dissertacao/1691203502342829"> <strong> Docs </strong></a>
                             | <a href="https://web.ist.utl.pt/antonio.menezes.leitao/ADA/documents/theses_pres/2017_GenerativeDesignForEnergyEfficiency_EnergyAnalysisAndOptimization.pdf"> Slides </a>
                             | <a class="bibtex" src="theses/msc/rocha17_mscthesis.bib">Ref </a>
-                            </pcenter>                           
+                            </pcenter>
                     </div>
 
-                </div> <br />
-                <div class="row">
-
-                    <div class="4u 12u(narrower)">                             
+                    <div class="4u 12u(narrower)">
                         <a href="theses/18.png" class="image featured"> <img src="theses/18a.png"
-                            title=" Performance-based design: From form making to form finding | Carmo Cardoso" /></a> 
+                            title=" Performance-based design: From form making to form finding | Carmo Cardoso" /></a>
                         <h4>Performance-based design: From form making to form finding</h4>  </header>
                         <pcenter> Carmo Gonçalves Machado Cardoso <br/>
                             <b> Jun 2017 </b> | Grade: 18/20 <br/>
@@ -465,35 +478,36 @@ <h4>Performance-based design: From form making to form finding</h4>  </header>
                             </pcenter>
                     </div>
 
-                    <div class="4u 12u(narrower)">     
+                    <div class="4u 12u(narrower)">
                         <a href="theses/17.png" class="image featured"> <img src="theses/17.png"
-                            title=" A Browser-based Programming Environment for Generative Design | Pedro Alfaiate " /></a> 
+                            title=" A Browser-based Programming Environment for Generative Design | Pedro Alfaiate " /></a>
                         <h4>A Browser-based Programming Environment for Generative Design</h4>
                         <pcenter> Pedro Alexandre Fonseca Alfaiate <br/>
                             <b> Jun 2017 </b> <!-- | Grade: 17/20 --> <br/>
                             <a href="https://fenix.tecnico.ulisboa.pt/cursos/meic-a/dissertacao/1691203502342784"><strong> Docs </strong> </a>
                             | <a href="https://web.ist.utl.pt/antonio.menezes.leitao/ADA/documents/theses_pres/2017_AWeb-basedIDEforGenerativeDesign.pdf"> Slides </a>
                             | <a class="bibtex" src="theses/msc/alfaiate17_mscthesis.bib">Ref </a>
-                            </pcenter>                           
+                            </pcenter>
                     </div>
 
-                    <div class="4u 12u(narrower)">                             
+                </div> <br />
+                <div class="row">
+
+                    <div class="4u 12u(narrower)">
                         <a href="theses/16.jpg" class="image featured"> <img src="theses/16.jpg"
-                            title=" Generative Design for Building Information Modeling | Guilherme Barreto" /></a> 
+                            title=" Generative Design for Building Information Modeling | Guilherme Barreto" /></a>
                         <h4>Generative Design for Building Information Modeling</h4>
                         <pcenter> Guilherme Henrique Aciaioli de Sousa Barreto <br/>
                             <b> Nov 2016 </b> | Grade: 18/20 <br/>
                             <a href="https://fenix.tecnico.ulisboa.pt/cursos/meic-a/dissertacao/565303595500937"><strong> Docs </strong></a>
                             | <a href="https://web.ist.utl.pt/antonio.menezes.leitao/ADA/documents/theses_pres/2016_GenerativeDesignForBuildingInformationModeling_ArchiCAD.pdf"> Slides </a>
                             | <a class="bibtex" src="theses/msc/barreto16_mscthesis.bib">Ref </a>
-                            </pcenter>                           
+                            </pcenter>
                         </div>
-                </div> <br />
-                <div class="row">
 
-                    <div class="4u 12u(narrower)"> 
+                    <div class="4u 12u(narrower)">
                         <a href="theses/15.png" class="image featured"> <img src="theses/15.png"
-                            title=" A-BIM: Algorithmic-based building information modelling | Sofia Feist " /></a> 
+                            title=" A-BIM: Algorithmic-based building information modelling | Sofia Feist " /></a>
                         <h4>A-BIM: Algorithmic-based building information modelling</h4>  </header>
                             <pcenter> Sofia Teixeira de Vasconcelos Feist <br/>
                             <b> Jun 2016 </b> | Grade: 19/20 <br/>
@@ -503,9 +517,9 @@ <h4>A-BIM: Algorithmic-based building information modelling</h4>  </header>
                             </pcenter>
                     </div>
 
-                    <div class="4u 12u(narrower)">        
+                    <div class="4u 12u(narrower)">
                         <a href="theses/14.jpg" class="image featured"> <img src="theses/14.jpg"
-                            title=" Generative Design for Building Information Modeling | Bruno Ferreira" /></a> 
+                            title=" Generative Design for Building Information Modeling | Bruno Ferreira" /></a>
                         <h4>Generative Design for Building Information Modeling</h4>  </header>
                         <pcenter> Bruno Filipe Belo Ferreira <br/>
                             <b> Jun 2016 </b> | Grade: 19/20 <br/>
@@ -515,175 +529,176 @@ <h4>Generative Design for Building Information Modeling</h4>  </header>
                             </pcenter>
                     </div>
 
-                    <div class="4u 12u(narrower)">         
+                </div> <br />
+                <div class="row">
+
+                    <div class="4u 12u(narrower)">
                         <a href="theses/13.jpg" class="image featured"> <img src="theses/13.jpg"
-                            title=" Fast Visualization of Large Architectural Models | Artur Alkaim " /></a> 
+                            title=" Fast Visualization of Large Architectural Models | Artur Alkaim " /></a>
                         <h4>Fast Visualization of Large Architectural Models</h4>  </header>
-                        <pcenter> Artur José Brás Mayer Alkaim <br/> 
+                        <pcenter> Artur José Brás Mayer Alkaim <br/>
                             <b> Jun 2016 </b> <!-- | Grade: 14/20 --> <br/>
                             <a href="https://fenix.tecnico.ulisboa.pt/cursos/meic-a/dissertacao/1691203502342200"><strong> Docs </strong> </a>
                             | <a href="https://web.ist.utl.pt/antonio.menezes.leitao/ADA/documents/theses_pres/2016_FastVisualizationOfLargeArchitecturalModels.pdf"> Slides </a>
                             | <a class="bibtex" src="theses/msc/alkaim16_mscthesis.bib">Ref </a>
-                            </pcenter>                           
+                            </pcenter>
                     </div>
 
-                </div> <br />
-                <div class="row">
-    
-                    <div class="4u 12u(narrower)">            
+                    <div class="4u 12u(narrower)">
                         <a href="theses/12.jpg" class="image featured"> <img src="theses/12.jpg"
-                            title=" Modelação Geométrica com Restrições | Fábio Pinheiro" /></a> 
+                            title=" Modelação Geométrica com Restrições | Fábio Pinheiro" /></a>
                         <h4><i>Modelação Geométrica com Restrições</i></h4>  </header>
                         <pcenter> Fábio Miguel Gonçalves Pinheiro <br/>
                             <b> May 2016 </b> <!-- | Grade: 15/20 --> <br/>
                             <a href="https://fenix.tecnico.ulisboa.pt/cursos/meic-a/dissertacao/1691203502342199"> <strong> Docs </strong> </a>
                             | <a href="https://web.ist.utl.pt/antonio.menezes.leitao/ADA/documents/theses_pres/2016_ModelaçãoGeométricaComRestrições.pdf"> Slides </a>
                             | <a class="bibtex" src="theses/msc/pinheiro16_mscthesis.bib">Ref </a>
-                            </pcenter>                           
+                            </pcenter>
                         </div>
 
-                    <div class="4u 12u(narrower)">                               
+                    <div class="4u 12u(narrower)">
                         <a href="theses/11.jpg" class="image featured"> <img src="theses/11.jpg"
-                            title=" An Enhanced Programming Environment for Generative Design | Guilherme Ferreira " /></a> 
+                            title=" An Enhanced Programming Environment for Generative Design | Guilherme Ferreira " /></a>
                         <h4>An Enhanced Programming Environment for Generative Design</h4>
-                        <pcenter> Guilherme Ferreira <br/> 
+                        <pcenter> Guilherme Ferreira <br/>
                             <b> May 2016 </b> <!-- | Grade: 16/20 --> <br/>
                             <a href="https://fenix.tecnico.ulisboa.pt/cursos/meic-a/dissertacao/1691203502342197"> <strong> Docs </strong> </a>
                             | <a href="https://web.ist.utl.pt/antonio.menezes.leitao/ADA/documents/theses_pres/2016_AnEnhancedProgrammingEnvironmentForGenerativeDesign.pptx"> Slides </a>
                             | <a class="bibtex" src="theses/msc/ferreira-gui16_mscthesis.bib">Ref </a>
-                            </pcenter>                           
+                            </pcenter>
                     </div>
 
-                    <div class="4u 12u(narrower)">                                 
+                </div> <br />
+                <div class="row">
+
+                    <div class="4u 12u(narrower)">
                         <a href="theses/10.jpg" class="image featured"> <img src="theses/10.jpg"
-                            title=" Generative Design for BIM: Its influence in the design process | Naim Korqa " /></a> 
+                            title=" Generative Design for BIM: Its influence in the design process | Naim Korqa " /></a>
                         <h4>Generative Design for BIM: Its influence in the design process</h4>
                         <pcenter> Naim Korqa <br/>
                             <b> Nov 2015 </b> <!-- | Grade: 16/20 --> <br/>
                             <a href="https://fenix.tecnico.ulisboa.pt/cursos/ma/dissertacao/1128253548921029"> <strong> Docs </strong> </a>
                             | <a href="https://web.ist.utl.pt/antonio.menezes.leitao/ADA/documents/theses_pres/2015_GenerativeDesignforBIM_ItsInfluenceInTheDesignProcess.pdf"> Slides </a>
                             | <a class="bibtex" src="theses/msc/korqa15_mscthesis.bib">Ref </a>
-                            </pcenter>                           
+                            </pcenter>
                     </div>
 
-                </div> <br />
-                <div class="row">
-
-                    <div class="4u 12u(narrower)">                              
+                    <div class="4u 12u(narrower)">
                         <a href="theses/9.jpg" class="image featured"> <img src="theses/9.jpg"
-                            title=" DrAFT: An Algorithmic Framework for Facade Design | Inês Caetano " /></a> 
+                            title=" DrAFT: An Algorithmic Framework for Facade Design | Inês Caetano " /></a>
                         <h4>DrAFT: An Algorithmic Framework for Facade Design</h4>
                         <pcenter> Inês Alexandra do Côrro Caetano <br/>
                             <b> Jun 2015 </b> | Grade: 19/20 <br/>
                             <a href="https://fenix.tecnico.ulisboa.pt/cursos/ma/dissertacao/565303595500097"> <strong> Docs </strong> </a>
                             | <a href="https://web.ist.utl.pt/antonio.menezes.leitao/ADA/documents/theses_pres/2015_DrAFT.pptx"> Slides </a>
                             | <a class="bibtex" src="theses/msc/caetano15_mscthesis.bib">Ref </a>
-                            </pcenter>                           
+                            </pcenter>
                     </div>
 
-                    <div class="4u 12u(narrower)">                             
+                    <div class="4u 12u(narrower)">
                         <a href="theses/8.jpg" class="image featured"> <img src="theses/8.jpg"
-                            title=" P2R: Implementation of Processing in Racket | Hugo Correia " /></a> 
+                            title=" P2R: Implementation of Processing in Racket | Hugo Correia " /></a>
                         <h4>P2R: Implementation of Processing in Racket</h4>
                         <pcenter> Hugo Filipe Fonseca Correia <br/>
                             <b> Jun 2015 </b> | Grade: 19/20 <br/>
                             <a href="https://fenix.tecnico.ulisboa.pt/cursos/meic-a/dissertacao/565303595500286"> <strong> Docs </strong> </a>
                             | <a href="https://web.ist.utl.pt/antonio.menezes.leitao/ADA/documents/theses_pres/2015_P2R_ImplementationOfPythonInRacket.pdf"> Slides </a>
                             | <a class="bibtex" src="theses/msc/correia15_mscthesis.bib">Ref </a>
-                            </pcenter>                           
+                            </pcenter>
                     </div>
 
-                    <div class="4u 12u(narrower)">                                      
+                </div> <br />
+                <div class="row">
+
+                    <div class="4u 12u(narrower)">
                         <a href="theses/7.jpg" class="image featured"> <img src="theses/7.jpg"
-                            title=" PyonR: A Python Implementation for Racket | Pedro Ramos " /></a> 
+                            title=" PyonR: A Python Implementation for Racket | Pedro Ramos " /></a>
                         <h4>PyonR: A Python Implementation for Racket</h4>
                         <pcenter> Pedro Alexandre Henriques Palma Ramos <br/>
                             <b> Nov 2014 </b> | Grade: 19/20 <br/>
                             <a href="https://fenix.tecnico.ulisboa.pt/cursos/meic-a/dissertacao/846778572210443"> <strong> Docs </strong> </a>
                             | <a href="https://web.ist.utl.pt/antonio.menezes.leitao/ADA/documents/theses_pres/2014_PyonR_APythonImplementationforRacket.pptx"> Slides </a>
                             | <a class="bibtex" src="theses/msc/ramos14_mscthesis.bib">Ref </a>
-                            </pcenter>                           
+                            </pcenter>
                     </div>
 
-                </div> <br />
-                <div class="row">
-
-                    <div class="4u 12u(narrower)">                              
+                    <div class="4u 12u(narrower)">
                         <a href="theses/6a.jpg" class="image featured"> <img src="theses/6.jpg"
-                            title=" Generative Design: a new stage in the design process | Rita Fernandes " /></a> 
+                            title=" Generative Design: a new stage in the design process | Rita Fernandes " /></a>
                         <h4>Generative Design: a new stage in the design process</h4>
                         <pcenter> Rita Margarida Serra Fernandes <br/>
                             <b> Jun 2013 </b> | Grade: 18/20 <br/>
                             <a href="https://fenix.tecnico.ulisboa.pt/cursos/ma/dissertacao/2353642452046"> <strong> Docs </strong> </a>
                             | <a href="https://web.ist.utl.pt/antonio.menezes.leitao/ADA/documents/theses_pres/2013_DesenhoGenerativo.pptx"> Slides </a>
                             | <a class="bibtex" src="theses/msc/fernandes13_mscthesis.bib">Ref </a>
-                            </pcenter>                           
+                            </pcenter>
                     </div>
 
-                    <div class="4u 12u(narrower)">                              
+                    <div class="4u 12u(narrower)">
                         <a href="theses/5.jpg" class="image featured"> <img src="theses/5.jpg"
-                            title=" Automatização Digital na Produção de Maquetes | Ricardo Francisco" /></a> 
+                            title=" Automatização Digital na Produção de Maquetes | Ricardo Francisco" /></a>
                         <h4><i>Automatização Digital na Produção de Maquetes</i></h4>
                         <pcenter> Ricardo David Francisco <br/>
                             <b> Jun 2013 </b> <!-- | Grade: 16/20 --> <br/>
                             <a href="https://fenix.tecnico.ulisboa.pt/cursos/ma/dissertacao/2353642437244"> <strong> Docs </strong> </a>
                             | <a href="https://web.ist.utl.pt/antonio.menezes.leitao/ADA/documents/theses_pres/2013_AutomatizaçãoDigitalNaProduçãoDeMaquetes.pptx"> Slides </a>
                             | <a class="bibtex" src="theses/msc/francisco13_mscthesis.bib">Ref </a>
-                            </pcenter>                           
+                            </pcenter>
                     </div>
-                    
-                    <div class="4u 12u(narrower)">                                
+
+                </div> <br />
+                <div class="row">
+
+                    <div class="4u 12u(narrower)">
                         <a href="theses/4.jpg" class="image featured"> <img src="theses/4.jpg"
-                            title=" DESIGNA - A Shape Grammar Interpreter | Rodrigo Correia " /></a> 
+                            title=" DESIGNA - A Shape Grammar Interpreter | Rodrigo Correia " /></a>
                         <h4>DESIGNA - A Shape Grammar Interpreter</h4>
                         <pcenter> Rodrigo Coutinho Correia <br/>
                             <b> Jun 2013 </b> | Grade: 18/20 <br/>
                             <a href="https://fenix.tecnico.ulisboa.pt/cursos/meic-a/dissertacao/2353642449643"> <strong> Docs </strong> </a>
                             | <a href="https://web.ist.utl.pt/antonio.menezes.leitao/ADA/documents/theses_pres/2013_DESIGNA_AShapeGrammarInterpreter.pdf"> Slides </a>
                             | <a class="bibtex" src="theses/msc/correia13_mscthesis.bib">Ref </a>
-                            </pcenter>                           
+                            </pcenter>
                     </div>
 
-                </div> <br />
-                <div class="row">
-
-                    <div class="4u 12u(narrower)">                                  
+                    <div class="4u 12u(narrower)">
                         <a href="theses/3.jpg" class="image featured"> <img src="theses/3.jpg"
-                            title=" Modern Programming for Generative Design | José António Lopes " /></a> 
+                            title=" Modern Programming for Generative Design | José António Lopes " /></a>
                         <h4>Modern Programming for Generative Design</h4>
                         <pcenter> José António Branquinho de Oliveira Lopes <br/>
                             <b> Jun 2012 </b> | Grade: 20/20 <br/>
                             <a href="https://fenix.tecnico.ulisboa.pt/cursos/meic-a/dissertacao/2353642404047"> <strong> Docs </strong> </a>
                             | <a href="https://web.ist.utl.pt/antonio.menezes.leitao/ADA/documents/theses_pres/2012_ModernProgrammingForGenerativeDesign.pdf"> Slides </a>
                             | <a class="bibtex" src="theses/msc/lopes12_mscthesis.bib">Ref </a>
-                            </pcenter>                           
+                            </pcenter>
                     </div>
 
-                    <div class="4u 12u(narrower)">                   
+                    <div class="4u 12u(narrower)">
                         <a href="theses/2.jpg" class="image featured"> <img src="theses/2.jpg"
-                            title=" A High-Level Pedagogical 3D Modelling Language and Framework | Filipe Cabecinhas " /></a> 
+                            title=" A High-Level Pedagogical 3D Modelling Language and Framework | Filipe Cabecinhas " /></a>
                         <h4>A High-Level Pedagogical 3D Modelling Language and Framework</h4>
                         <pcenter> Filipe André Cabecinhas <br/>
                             <b> Jun 2010 </b> <!-- | Grade: 14/20 --> <br/>
                             <a href="https://fenix.tecnico.ulisboa.pt/cursos/meic-a/dissertacao/2353642277635"> <strong> Docs </strong> </a>
                             | <a class="bibtex" src="theses/msc/cabecinhas10_mscthesis.bib">Ref </a>
-                            </pcenter>                           
+                            </pcenter>
                     </div>
 
-                    <div class="4u 12u(narrower)">                             
+                </div> <br/>
+                <div class="row">
+
+                    <div class="4u 12u(narrower)">
                         <a href="theses/1.jpg" class="image featured"> <img src="theses/1.jpg"
                         title=" Sistemas Generativos de Projecto: Integração de Ferramentas
-                        Digitais no Projecto de Arquitectura | Luís Silveira dos Santos " /></a> 
+                        Digitais no Projecto de Arquitectura | Luís Silveira dos Santos " /></a>
                         <h4> <i>Sistemas Generativos de Projecto: Integração de Ferramentas Digitais no Projecto de Arquitectura: Aplicação ao Caso de Estudo: a Casa Pátio da Medina de Marrakech</i></h4>
                         <pcenter> Luís Filipe Batista Silveira dos Santos <br/>
                             <b> Dec 2009 </b> | Grade: 18/20 <br/>
                             <a href="https://fenix.tecnico.ulisboa.pt/cursos/ma/dissertacao/2353642261031"> <strong> Docs </strong> </a>
                             | <a href="https://web.ist.utl.pt/antonio.menezes.leitao/ADA/documents/theses_pres/2009_SistemasGenerativosDeProjecto.pptx"> Slides </a>
                             | <a class="bibtex" src="theses/msc/santos09_mscthesis.bib">Ref </a>
-                            </pcenter>                           
+                            </pcenter>
                     </div>
-                </div> <br/>
-                <div class="row">
 
                 </div>
 
diff --git a/publications/theses/43.png b/publications/theses/43.png
new file mode 100644
index 0000000000000000000000000000000000000000..11f891d801804a41d309c56d9f5fa1236eda24b1
GIT binary patch
literal 134449
zcmYg&1yq#L);7`|Lw9$BbV)Y?(mjNrG)R|prwB-jq=3MnbPg#EqI9?Ph`^Bk@94ev
z``3cyLYUz_=j^lheqs}^tD}mCO@)nwgoLNArlgOAgvyG9gq(nh4*U;x#>N}qpGV&M
zstQQ86Er`8FHjxjwdIkJAgMTaU^L)sEDtqPZzLrAKE&svA@@pqB&0uO>Pqqk{#Hl#
zeg+0Fx|#|8JcO?9NjvV2<-Ze#{r>%G68L<&_o7{UWzm%kRS@U79!vaozOeFy#9qGl
z1cR-D5-W%8L=$B1yf#Sqz2VXaBJ3L5u)0Rs(JHAU<QmJy!z!t}Fb2$s|9$wQ+=XSJ
zp~@5f@8k0$b*%sUKEo;|3+w;?^UP_P|9de5=4SE}ec*@RdECK0T~^vi!>&iIb@lay
ztgN0ri`*H_W|okkd|D_iZ*5JVUr?~Iw}&AtEL>Sx`M#pUvEzRD4SR7}8JfAdd7KiH
zzrX+b*+$>~{yv4f@L)VKd%fF=Bnumxh7ruk$*HHoVYH<P(%w$(I9V87Ue4C_aO0er
zm8Budj(9o+{K}e|sO)U=j?T{F>gvQ~YO&3qGZhq+l;O$Ac&lN5LRwl{Jm&B*2<WzJ
z@#tg%`z@*Kok7IJ#I<s_e&e|!m9@2lsd5h-mlX2y@+K`FjB}?BTwGl1>+3x-qEewx
zo*)&<h4IbCFvR^-{JY|f-QAeVN{-;))2c16etz?p2x9&-*ZnZCVq|Qr8WeQvPaD+d
z?(DqfCd>$H?!HfEXK-6?3D3!)fC!;;+YOnudhNhr>=Eji#>R87ru6jme3Exs)_*tt
zdG=5${Z`SRJNBznio(LeE!)>2FxY})k*9T_K+fa&dN2w*uSwC>Y7l{?rRCP?d1q(m
zayAEl_vu<k0C9A5^gP54BOxK7KT6rqkhIpid!o^C=yo%ae`<Mo><tyFycR(Q2vz<o
zE*tC3?Jd~NZ6eu*qTR{gRD*+?yRWAQX|hn}%|71I!sl3O89_?*9zOid&CQmjL~{OJ
zKFLsQ#ES`0i^Z4Q{Zff>U@%x6O)&!}tCzQTD-pp_S81lW&jHEFS~q_H=80KEa@yC4
ziNV#*Ac<ne<kPNOd^9vPAfyxq5rL%eJV_nPm$ClUPkpx=v@HkD>BYs7kVB}75)cPA
zz`1w)xw}5MmSEa6w0CgW__Z^->?%syKR*v=-$DKtr@A~K5U7Qd>U?)Rva?g>WVKVu
z>Z&0Vz7b0={?P^uhK9fd*;wbl;Q7k*s=UM}AUIz=U-*v4CT(*2RPLUHoZo7@5nSJ;
zrLo-Vt=f>l5cfji?*T()&xARl;@-Qs>~uL%Hr~?Kp^@Dox1vJA!o{CHB{#2y=H1SQ
zLu{bPCrfGB;585U?XCCb2JpCBJ4Z~B<1l;3=g)l@^uY|5cwdL;!^X6k!Na4YTO(>3
zh|3nW3GM2!VWyg`v!1jx$Hm3<I9<`wsJ{xkT<vn6<IBm-^_mf+$Y5su_U&7X4~JFg
zq~o(E3z*t$yz>{R)Z@dm4S_!@ahtkG+sljfK&XsCh__`Fw#ot}?e9Ce8T4NsFAeb{
z&x_&l_uWuXQF%2l{Kn(v<}PHh`4*mBMZxVz&VH2lCL8RnHdOAd7Fqf?0dU}J@znd2
zS%nro$FVFgE%oqv;&n4Ps-_VyIL|Q(xz&2oA#EASn=nq+6B+>36cu9P;Yo@@l^<h3
zWQjD&4E+dbjAp|$p&dDr9kMO1=uTva6x61Kdwu}T+~B~0r3|$_uElF7!6a{e-KNF_
zVygiCn?WKNNH9d-MkHs^P`CD!_LOVq=~`RMIdDRKk?dxq=wyR2RaI3XBDM2d!4KDa
zUneK`QYL4MZJ0ToM$qNQc>ex&EIadv8#vr!?PU_w?Q_6;J91PPA}vEhL$?bT5fPE2
z<<>XmUti)j$#CQe=jP^)jGx;l8bPLs)z#H4WR~1AT?Nf7ETmUs)p32n(Cyf|y1MzT
zRC)6VM7T%ULhX@))?_`_k*;L_++VHr4G+h^!EnhPoX>g>fk0Y(j~C&M=)@p?cdU_e
z$NHw*tJ6Ipaq+LiG0dtdNl($hk3~d0Qz5>`W^RYNqT{~{{8l$=`3HOH{un0u5TgqE
z{0ob}r$C4bQ(@rz|8jCab@;#Y`A?d5NBwsP|MMdqL~0spXDfbddK@I!(F*VEtE#G;
zF!I8lnVJssR&rm9eb7aG<JZC6SswulD+@S`;%}k}rE0>Kxn<DNw<Wo3_VD!FXacby
zvZ<}@yp9+)Gwb5gQgKa9lCa~1nvrMy@t@xp7aIo$*fKIQ%UvNsy}#oB^N?>MOQXd9
zl?mHl97&n`M@LGYo`PaD`nj0`qN2Nt0zhs6J2;4dua*9lkGNrZeFd6-ix3PTQPD_(
z1Ydi7)ZZNC@9zKl71J-s-=E@qZ?dR9m}y&2W4Sww-cZEH>8Er!6e^!-B*rK$i*n6M
zx_^4AIyd~;>GY^~rsApR=5NX`eg!?i>xOPWCzb?Vop^>=^C1dE+|MV#?+eHRiMg-#
zzhQscvUFtj+EOm*KHu+TdE+7E@`w^09o^$_mKV~6I08Z9F-lG-U({;ot?NmoRAdPJ
z`PBmTarKCGmxqRq&Th0i*6f~k#pX8NwvVOiOFOwHbLFjP1uS<C)ncnl`>*+v63>j2
z8SV^akWOm^dsQ)P&su$vA3C&%>5uXI=TyHzHtN}h%wxgidZ-ST?qf?ou~~=oDKNIZ
zh8#F0LL;wQ5C>VTC7P0w67d#v)EA_okuWc!q^5?+{t`%WqqpYc&)wGA6CVzlEdpcs
zo~-rJX{4Zwue&54G_g6gnSi@Kk&&IOL>-gGLdGY_mX4A<riMXFw$k-ObB~gTQoZg|
zt;G|gdTCk)qZkC(DLeZjw}!gB@@kn8ks@?aWBU2In+DeNTWeO<LBy)D2?+LpRkI1K
zzOqQ<?_)Ux`CiYiN6Ku#``c*4#5e}mzI=m00#H`x#-VEj<Qu#q#=*8LF{!+{unOKT
z_<T)a`=8Yb-QY5}*svq4!C1)!cz?&EB6Bgj;un0c?4EiIHSxEM1z8}Lt;<Hus2L9&
zBQq0|!Vy*P+FH>Y&{3}9FL#l=7xa>elNm=a&kww-4c~j}#+x_&!UN%r_xN{fJ4IW@
zMoX~vv_5$BFx%Z6BkSFuC2{xTwTPl)^XNaG3yEtj$9;7KTpP4Q_wcv7W_Qh9RH0if
z)L|Yo{Y$<<FwY1)KbP2Yi{;j!>?`=cBVhAZ(GajIEQiK0cfAC1;SMpQ`;3@Q!2wj^
z6T{t$PT|$X{qW{y_&ULeD0~Lp?=G~Fa&>h-`H!Jbzxhiyf9Gnshsw>@a<0F7f^KbL
zg$bNpQ`&<=H?980%!KrZ4&Z{q=50m9#qQ61|C4(2>(+0)?(gDv8|#vHi(vB5;%+**
zIsM+SWAo%co~wyPr>4U@#=cT8%|1N%LM<u0?E3lLW}480eLZE-k^aDvXgf?UChts&
zK)b`C8KV$J<aKdN1iX7fV(-&6ao;0~w)XbcB^UY8-d=?h-@w4Od4=pct|H8UHy{_x
z%5dvPvIbZE?p<<8%?3v>(Ko~zWd4o?tPk}gs9}ryF>Ab15pq0Y{q%EY>&Mzw@KF`j
zG2!Z-4#jkMY!%U}xqIT(kC3y16#C{abVPR2BF_MAel5ww<Wn1pRc+dm6XhG6Om*p*
z{NCLcc486pXSosgkKEg9c<Y4ZUD3rkENph7FYIU4`kyMk9)3KrO>(KMEwP)I@W^qU
zI|XwrxitvxpHC$bW#~aLILvN1mJxBg=TyL@{R4^Q={Y%ZlX8FZso6%FFdPJ+Hm<JY
zE6>ft4h{~y$W=4UBf6@9e4?!(U?$aemYl`Ey0RJHeS$mir&ge+BZMiqm@<MubZKiP
zSqHwY%hUzo>f<{Us9A7Nyl#W|TlbL{y;QMzQ%g*CIArs2Nsvb{PFdbC4>&wxkK;w3
zFTMpI5(R+tiKV6y$DFFaxg9MVT-lBHr_}-LVR9sFQ?7}BVA7YTZ_<ElUCw}PQ_hcf
z=+9CU>K_PLFck9B{4RJ!;V$@4|E}Uj|8B$yC$!a>HMH}<`EDXu>cOc6ZB6394*tsl
zSaUg&l>7XEI8c^!^(Z(6mk=AQ@wE?m#VNS7D6u*76YS#)5wdqX8#5?+@WooRFe~@i
zD_>Ob^ag6&htH5%Cd#n6v%b0K13B(yuSv54OsZeth*Y!CT#gQWee0Y-z~~?2CNr>5
z{nY=3gbc2>o}h1R!E0?3#)%~9&Bk{wH?_&NfjU5zG-lvrOp(^Wa=Q{V=e?T@Z(PQV
z|D$X9+B(m@FRa!&?$0;<-pR|FO_is23eLQ;OP><1E}A#yVrMtH9~*DYJvTqQML9gf
zNIZsL#JIycKjHWO`gXR}y}ft!%wS%*#oA0d|69rQkD%NM#s~&fEOjhSV5J_(Uwi$0
zMc|`sjvd{71oUp+eL*ip{ryUCR#$do!_2;~m!M3We58)D6iqi_l#GA+Tc|ai^c-Jh
zo%`P2#f$H?sv1)>D+P3@X`QP{*?QX{S`m*-ylKn42nW7cgZuJ<y~XS86k`n*RexZ&
zn@jxu-bIk1Z@*P$unBOu(J?@+6J}(Uti@k%cX?X#^`cNetGs3XDt30uuSx2xs0s&`
z7&!u8nAm~8+kJVbV2t+XBTOdLQwi@6<b`0UGX$?&vNGvUlm5`;WnJ%|rFu-cwQlro
zp@pQic>GOXUPGSI%T1X<`_Ixt)S|o+{<1@*gFj;ZAg$sg)Cm#n1^gknu+SDxS*<V7
z3b#ewVc1S%dQzC*PX6r@5h|k#&<TLqN>OjKI=uI%Gwq1Xl2`{{n7E|9uDgV<FEPi%
zKPTXI)xQ|9{vLUjji&=2A|oGLI!ylI8}08GNxQm6n~>^@v4LY45?oaf6`evm??e-o
z0;TsK3M=?+K{VTZ?=lkOZi}_7Z$_ABD%$1oau(7)zxND(ZOll?F>B^b^WQ;vK3CA7
z_)!723`I)$UeV`~umIYN=dZciayO%fMb}EM&Ml1`*TOW9ec%IGW$=<=qr02eLZNmI
zXx*QIoiPrHmfNq|AXuz|FATb$t;JBoMpw9DjRTMNjoE&s$Sv&8m8}<u3rpX^TDR*y
zPDuwokc>0$O+WT>`({ev7LO*YVp6b<eNSQi7`F)6ps@uhV;KKbs|sQNa(HPJi9IiC
zPMR(rb?;!@N5@ZBg2A;#DU-NfXTxq`!5#d#VN3L}ej*WP-OjwQ)&SnsCF<lWf^v_g
z(1(CTg4KnS*hwu7Shw@oS*;4@LjyMrJ*`Ge!&9+ScpdTEDR~-tve`xKBir^`2(8hy
zNPWu3f$1$rLSr!`!?~9f_DN6JFCRDW0x3Ca3b;QLT54EtVqP6_Bu33m3&oXFH17uU
zH2>&xOwWQdeMKE<LWjfSBxUR8lbd}%LCrDdwwiCK&w|=5;jM#0cf&q%4=wJzp(U4i
zp$<T3O&LS^o5E5FXbEg1yYV_CH3L!w-?jLXZ1H>Udh2LtMf0*2$GLJTj!%n92mV%T
z$OSMMVOnNdL`@kgwPla&SghD`uF(<595N>UNaF(^2eqo*n`ewhPPaA%rZh$^ew)O{
z_IGyf6u_QD6ZoNTad+AWmw{9L#9Fu9F*0BT_rbv*-3aRLK6lu4>oloYE8VxoW_0i7
zvvYJ(#m>Y^U=igQ4J2pkHcdqMj$zUK;)eck7Gr4#O2t^fzr5KC5hWfuVT1S8{(zSZ
zJ#vGN_z_fY3WqTV)4WKLlQ<ocnz)4}x~^@_1y;e!Qm{i0%j1hq%?EhnuB~&O&%DPQ
z;XmYAJII}0N7JEu)J|^5OxP>vZ=z{we7Ba>+{2eAi~#O1$+n@!e)Oze!5UU&G=cm8
zgk*6wV18FGg*BJXq>46bQq<I@Q2o*BGw&XSL$hG_LOh4hO2OrCdUzwQCjv2eAY9?O
zc8`J+CeDFq#8lU)PaKIj@U?&2{Qkb*lm?$?VB@{emm=v&b*$Sv@Z(p7gJtQ58I}OE
zf(q~}o<L7~l=QnNTb>R6rkX9(xe2dZa5bsB&3S|Q{usV!O3*!L(ChxmZ=H9P7M^&G
zfA{j-5AMD-4lnECdhi|+x;v<+3hlZ!zgx9oUWKeB?&zpGl}6$I>&NvKxPEc5-i^l8
z@2a8BF4)V@a1&6kaJ?s)O62FQhIK09bqQ-h6$&_bAUwT8=Clw4F&gLOURaqMNOu0{
zwesS0{*=kqDsEy_NypYxQH2c9^$%BZl2!bI`Dby%wVO?u4lj;RqV-HjYd+twB90Cd
z-~<p=UOb;RCEx=yygDBJ;bjZ$pU;kX4^9nunlAX@<WF?6zorK03EcbX@kBR-?~kXF
ze)WdA-{W_GH}0Dh3yJi@Yu>QDABXp=Q(K$TM}_#Hp9->3XMp(sZ&e(ucN!S=P-%4T
zf|qBLD8;&>Py4;@1!^uN6P`BO!an&(bWPzx8<+)6yuQ+FT1pD6b>aP)KZ$AlU}v)P
z?e&kFa1+<`aLW@k%uk&YK}o|ZYWhs=AJE!7Wu`PwRQ*-ZQhbY^co`AlqZ@#q?VEC#
zmv3Bqx79OYDzv0!5~|Xbp(g5uK7J*vP%rZJ5q-eHW?kqF{GQP;*ru7@ozlHesutrc
z1tuE2;f_k`CmihPiJ3@nIw)Om3~z@T@yK@IXeM3Rz0Kyt^)6xfkPfQDYqt^)yg|L;
z%io&-8YLhlu&|agx$8$@#a}eNgDZ&P;T)L@tid?Qa!D0_Krq`L$^=r~21oiBO%8)H
zsIg!LS@g2fIj;$PywCP7F5weh=!w5=A!CnetMi?UIk~oF1`n0g^fw>wW8)@jl$2D^
zgc7QX$roZ=Ct6KT%~C$;De5+jmspBnMi4$`VeL;h<`g8$YaqGPb|ikVX&~+XW;oCu
z8VH~INhm8`|0wKY3hJKf(tGMNyTuQzJb4l1);44gMTeiFIKxur7=sJ8k#>-rTbfCJ
zrO3R))Ygy=y2M@h;h@IF{Y1f&&zI%a);JR*<+5<IiI5clxKUG#oQ!Bd=h>ugX>vFn
zb6P-k7XMsaR{yFOJ6pxY_p5@_3Z6fCVPu;nwvp*`#o=1Qz=txpM;?Z(q{Zv2$H*`k
zSy1pt%7`)@-uy4R-d|PK#zj`Qv=A}Nzm;u<(OG&vrA_%dMj7+fU4jka67ND1knnU7
zhq+qT4@IT#sBWk1Ze9qtrZ<ai{^YxESMbTi*^i=oX63c@&rd^tOsck?f@9!y1*0$=
zSBJa7Lxxa@GwXv>BMN=Xq3yFc=1-i0>R!&=@6%6GU4Mq^dWrT=e8Y4Z#(Eu7AwuR)
zqcW~bP#^`|5ULE2ewr936t$P{%EINmc1UMW>*$KB$1Bq5h@2E!(L!&Y?_Esw9fS3=
z()^%^S4bu<^V!A;VMn)R)V0wM-AlR1u#=0vz$M)I(!zDbxjN}@j=bewHnN;^TZ>dw
zqC4t4_XNYyze&0EmSvK)uwW|8Bi31178RuVC^N!EP;U5<JMC)H+RKj~QeMHkwUK`K
zRU5{OhiB%^_wa$s)3YVZYFOgE^V#Q4ZdjNh`TAbF@usV`;Zf47*dS-3)A={aQ>98q
zu9Uv^s83|rF$as8Ov<9{lA}dM%dXc?!_m+9v<AE>WsQNBoCNRRdIiZunIevJiw`W&
ze@unecveN^dSa4MmMgNtrFVZ;$PbH?)wXsDB)%9Fsz$DP<<>uk5eb=XMZfJ#+{jr@
zSwG-L)R8C_)`n3kFv$<py?qcs23Xgm9CyhhXu4v>f4H6pBjX-2HHR7|Hru0mBI&=R
zg+d>dyDqcT3E$e#hWE*n27hR#B~ymMhr00KZ?l9#iz^c3=qzHdL)q&2bhc^FeV86|
z3VK~&D|qV@8Ks4Xk7nzx>Y}uNMRMAXUU%=hAtX&l5SGB6rbTpUU}e2d&@^!@jB=;R
zgKeB31v_UYMym>)Em(!|JRXmIxsUX{z<WJ+8t-!@Iz{wcuV^h+R=UXiPI@Zd>hb(e
zVd{Erb%!00T+=}=*?6&~&w;+cBhfNTl#aNX{V(;SuK)_j2Ju|JePOco3N_4UIaSX5
zr2kgZ{LHaH+keeQYBn&px6$WSCuaK%56|bhzBPQ;o(KkSj%zcm0N!{AP?KI2N#I=_
zp~6dt?ELL1++GMyeZ`M@-Xhg8V<%{BuQr3Y_R>JcVVKm9Q10U-P8|Pr_VKwm*@B2o
z!6_C8Wem9S8R=|W^SYF4Sk2YTjqN`CTYDbKj0AW58@onlndb7SDpld-&rg4)NG)J0
zYY2S!T<yV9j#FOD+7fVHZbJK)q0Inga71K!)Q%2TA>jlcIKL)vy|OEQOGZ{M4hC0^
za?d5&%*fVY6R$tGn+g^HZzCP>3-wX-$9Y3CtmIzZD0>#Wun+XUSt_>XRRk|n{cOEG
zF?nC96GpB7O&-~xazR)4st|n<jYcm<Ucq~N3jDPO&H4oQ$R<BJ18FLW>-yy`WcpLA
z9@}ZOyO|GE^sYX=X4#T1-V-I!eC$}}BJJJXMbsjKgDdTR67quSnJu1MG4@0NAkU8i
zn*9U@R_VnA$l?qt4v4nZ{cu6F7$-OhqGpd8nXjg!AwX1IM21|wiE8!drxJ&L1ktlX
zj0;qvrYMQxk}DE@u0)$WTAZ~pRO!%PQB9}_ErpYj7ICt9uFvYf*HRt!p+m+$p~@RF
zpYc;ifYn64^Sr4a`ADVNcqiZ<#vm)q({C+;T;E@X$`!*n0|M~?xh=zjsuer$%r+;=
z5GwNN4Lj?+vXhD)Ua-(ox|IR*Od{fD1pMdO=YQiJW+=IUOl^(haD0^mZQhL%xturC
z)3ZXR*T~LGT<gCsQS3&;I_$JWfVV!9nDV+2*RkB+njpATR<#A=H_LF`_S%`&vyR-P
zYz!IaODQsE6Ftj~Bo66(<wk@mSb;bO<up+3g5!IaJPe0Ds{PpSUi!A}-l7I~Pr<G7
zEL}4=P_Jg+;D!~nKe~eb!JSGq1jj?7L({HGtf^O$L=Bm0TrN?eBMi+G{d9U*G>Izx
z2mDqYn4|qA7We5n_y9W||AQFl5JeCj;;H_ot`}0)P2LvHj12tSC{oeli%pauZ5|E3
zfp1SV=QG**KJrm(hK$#9tl*v79lxhL#F|V2&1bSeYnhV$#^&PFN~2h=FAS&D&Ifj1
zS@SfDM-lXDc`z)a5QGtSm)kN6;e7}x)}u&4fiPK6(UqSkGQ>&X0N@h{V;iEKqMg|o
z%<Asp<1xrYYerrZEZLN=3&PP4x^fE!o4huhz|$2?=yyv+ZrQnjrJT0`%iEWcLoG?e
zronfAt!;tgUfSOmO8}-bLk1eE<?bU{Akr)lu<{oVYYVS@q$`A@4=)U|l1LDdbXJ><
zAL^}!Mvp-Wj*n%0j7$TOn4**FwS;i>fSjer*B5gzRx%lQU}8i1=~!CWwgE$hE>S$J
zUI$!=k|Yveo8#zBNY7@X$k~r?Tx&_{Y`kic$~tjllDi&73uD5?#s7A#3`BY~&=Ql#
zYjnKCj<NFK6%{A9OVq~p4SH(}E%x9M8Xe+l2hCT|ZEZ)}7kyOvsvjXJB-D%7{(J1`
z^^0%n!!MUxe8?MJ*;~SZ4tG})XeHiZae}|6p*Qw2<cK&xgRuo`)uS8gSjkLj`myJj
z;osIMiWXmPx-aIPv3uinoPLZ<)%LaRtP_#NdEC3!r+xNrfNq~u+52Am@Ec^xl;AX)
zYNPHU7NTX3{drIeDDiA6ct8D(-|KJ2s>(66iDN)pKYHlk_65zhLzeaE;~fH)zvH7*
zvx4)8;(w&$!$+*Bt<<OeFD?ATxFZ;%P!LqY=S&+R+d9WbO>HE-vKLV%1%7&R20S33
zRz2!FLx;b`hq5$0A`{f^*wSKG$Oa|l9C1}%zp`mHltt&m_jWjn=xDm2*gQY<IF|gI
zj|BdM=I$5mJILMRQ{T8$WHujNt~c`q!OYhb;X995JDj@-=%c8%+{0DRf<C*#BhO{;
z76RlRHUlubMOTv6Fn$7E%ZUG|Eye@aH|VXr>e(6qX`HK%;qHCO@W`J=!TC;oLHWbm
z^zowbXG!rkrKsi{x3I0DjDeQWdr4WZZxQ;1^uA^A&EMT~DK=icjDjRo*TwTh8wuwq
z_y2cY0VbSHPh0ob%f0d!E}nc(ba!@Ok_GQyR-)!pe)8sy47*m|M>Dc%S4I0BSsgHx
z`!b4;l}_3p={%0gC7G)C<>?zWUgxcm_NSMdx@suDpT({dJ$wA{3FE(!3=kycQXzJl
z?@?Ag<>KTp_P6TDq##nOLBaBxL%CXRv{=4NpF1h6&0lWHRG`48w5k6HEJgFn;GKOO
zpu4;NN_Lkz{rnE<LY=ip6Je~1b?V7R%&5J#FBt-&lfXLDNhDnwNQCnB$oWY|iM%MB
zC*O(p-kVG<QuI4nm4ES!H*g}AFHId_sIvdoh%C@0XMu@>^~iASC*Kz!A63XV9?}sv
zpDFyx*Up1jHQv>+X7dcQ?LT^jn`8YtJ}T|&N9e5tA_oOmy>}^qs$&mM6Fa^qT}<kG
zk-e^g$gbgk^@L0i-}tr3L1iidzI&gSF-l7#NzxqTSf0Q!1}ZIw|6xMNB$M6FE={IO
zXesp?b_r+cAq?}BiX&M50+Yh=2|luW?H;1NVURZfoGDN|Hm6He&qlQSYa7%m_hK2^
zYiXKKmx-K9ayL-wdhM0=p7(IF<G(N*cy;^)D1Sh>p#cZU<2$VC$?^sLVJExg_Q4^t
zKGA*9H`{_kBFipOnIyuw7TSI$-8G%q+l;TR+n}|xs7~k1#mFhB;W4f5;>oFCx3}L0
zIzoQj{sE83RAisJjcFkt(13Il5S>*fh-WE+7BaO)QZ1w163sm{@<TBn!tfp0y6xwN
znh~l}LD@0~c6%;v&81MEm%A`e<6Pe_B+cN`c2e%(@%QhJ<Yd2X`Y@AlLeJEb2dWsj
zYY6JYpS>ca@!lkQ`!1qt7ySe$8Q>(o%FLp6eqlJ`N$l@32+Ke1ezFGwfO-T1s9S1u
z(A0HUxp)r`U6oUsxX85K#^kE<HVelpy9jqRbM-2G4jx-Oj$vl}A!K@_AE&>W(%(#d
zWb2)+DLD%-iZ;@vl}zb0Im_T<0~#I>0_Ui5g00`hxJUAwfh)0A&%Z;ThneeewKS7$
zO1TreIgj|E;M)~mht|5(&@X-JYn6>{@0=dRUW+odi>}`AUoc=I;q*LS6v<&l1uNI%
zH7!vq$_!Ied)>jJKZ}a8`1i1jppOjG%^y0amSvgE=WIkqrdzdyM$VQ3P|^g^K{Bbu
zPqk6cZxu$e#zvfVdJAU;Ki!z=ls7pxi7q%nv!FhoC#&)N*e9043s;cBucoaAQ_l5D
z%^m`fHG=wHcNX*XH(4pUK}pj`+KRxyv+ZHxBiPrz+}GzO4(7Na*%bNI9V`n4z&TF*
z?T|A;g|w{j!2^a>m~@of($Sz-I_DAB%=&C*DlOQ}f5?`7Rd6l5E+nbGZ|xBon&(zX
z>b8<iNgZhyOl+$OR6y?<srXU;vHm8z_^cm#b!3g8+yuV0IbBZ^QV>t7XHSLEZM}>f
zh1oPy@J4BJ<HG8E<}QjWy(6wgR}>(H+S%A3JuQ-bE6wtst_o3W_AxST3iarAmqa%D
zXuER!#8IqYD1+Nwm*GyBMVmOl=EM$Q+|_G*Pi{Qn6-X|8(4heulx#lB2<2c5Tp^YB
z&x;~M9$kooR$td{$zbyQ9I*ZLgk#BGQSJhStj}d1NCZgY#hCv??pBXw8<!LL@3rf{
z?O@Jcn=391fu3J`nw&h3Lt`|8&p)9(w{xlQpG+bqetr!xS$9rCQ`dpVK8W&Q3JqN`
z5mRvrV$EY}iiimZZxqM6OXH>M=|yDhO3t%KL76yFMcCWxzs^xqf1rWz>P3C20s$%#
zdEq<Q)Cjh`QfQ1;ks^Tae_{XYBj#O5Q=eW42~I+&Pd_#HJ1)kXYzAg7;eT&#p{KhJ
zS&nrwtPrC4#oq_?5j4Mfm7R`#Rv}hmhz5-s=X?s}G<3BdbT8mER1~Q*rp}W2h52ya
zk_Pu>Pk4`+lkzJs^KgJozyv_p=GW>>8$sTLSYI=N*;_L(xQ&~vywz5-lDK&=%2S1c
zEQkjB;gwi0?aT1a;ZT8*gq{dOO}D6iE^F@`d*y^rs)BEUmc0H?SoXG>%jnraEr*{4
z1r3Fq>LA%?3%Zvmcz&9tZ?`=ic!%2SnYmw^TPuk1QW)1-y%pyIj(QnTh7lJyXQ)wO
zKpdIg$$v`*&$^?1mayn&>AH6b6UV#$-nv&v7{Q~(RLeu31pm_tdkl-?_pN)O8sVR(
zTuTyVWZGD?dr}+nu2j06hAY}*(e(ZDIO#<aYCq{I`z_g~Q>d&sgk>g}$ABsSH*IBs
z>=uYmlk4u21Sf|GF=mj5Dr}t`Q0>a<&<v1kHdf90U5VPHMo_3Dj=*We!;R-oyqmPA
zKESnxw)p*_<1(Z6-0hWEy%rRI92e$)VC!1T-+YNm%?fpuC?rfOh?hMZ*XRMDZY<Ew
zZ<8XRt|KQnZz@G3h1BFkH~Q(7s!g#E=|kHB>G`;3{daM^17EE96T@g%Uv=Gv@yG^m
z5nP2so1*XG*KM9APIFN{D&XZ@k_<%e#>NWhyNQ6zEgkki18iiZqCKaUU9JtSW#3;o
z#fZ4iK)bEQN3pHaE5M(y<hr#Z+0;^IAJpW^VV<qP&WU8MKm*RC9X=F8Fq2ySJyQ&_
zzbW2=RAAxxnKm>sKFGUZS&yelJ)O5#tnGj}I41E=Ht6>Yy*D8j65px0l!!j1J%r46
zpjt0J1{co-=&0Pex|7HXat&bQdcu#Mpmsg3>tUKk3w~i3t6Yv|a`Fv%XZ=yIF9%&w
z&W{c5)N}Y!p<2!FeT0<J7fN2N7QfW&-X~m){2Zp5uCJSTG$Ojsdg<w`bp-nq;i}VZ
zPYzU7d4wwfSeu>ai?K+zmjXxJGXXvsU}r5J{D&)p6eMnO1IM#PEjAWbt24_=5nN)F
z>EIi2zlVC|FEXDuA=NyfgKOwl*UJ9XKN&0MaR6MW1L}YDyEM?D0tVRlm8*u}WXo$G
z-&T|3X>^e#Ef=qmp}<=UCsn!us>H`N9xn#X4qbA}F2H5VWJU=(Ht&@Av}SGwQ;TV5
zBT_F>H=Y%c@XX@v0ql!?2>iWGsgmoV=l<Y@2dG!52`gleuZN?OB9=K946;&Y29O>C
zT=(k%F{Pr!acg2DUqjo>yZ<yE>+qXB&zVqvFAF=*MgC3Gdtf>BWh^9~c&u@J6Y_?d
zD1|a%DfJzXD;?o>&ZXRo54_w!ob3t$P+fpn-&S%)tY&lRJ<GxNY^?5iWvp@NDLmpW
z^oQ|!RzSpU_R19>-D^E18EKpeSjtw~A{vUDc07^Q3cv);h|Pb;OPsRZj}>EPYYy#j
z@%PU$f7Z)&&(lmUflw2H-AehOhPCvIga@BuW%vA0Ky%+d=5AZGXmMd<o@5tw>l>=o
zioGI0rymLjw}?m~V7YaIT;T15R|)IO)TZL<J(7ZFK<YvM$Nvx+1W>;8mC*Hd?$NnI
zwz{tdS$MxSW~&C`Qea+PNJxmuH0gbYu!%zf&Uq!(V|p1@Q*FS<g!vEXMZ^Q(#>NHT
z_jN)ArBUp>O=mY=bA6fp(mPD`cygC9yq-%23@4H(8`V<on^^Rp(m;9j_)E~JW0A2@
z9)WT<(!Fzyue^}C`R&^6B%4~d`y|du>a56!ax>FntZXP}(F?cAec@$4rcS7Vrv@Ps
zW_xBmPh8)Jo@pWw_uW|QZHDV}VC!GkuFk~q4MP|0{aAc|Fn$ro`N1v;V=e%)Iwm1v
zv8tRKnVz7R_-MM`pI!&N60Qs7xnUI1g~^R;U(BCm#HQssThwftgGuLbwNHiS+5BKP
zojPh7Nt@QMs786uZ3wMm6SB54egIV>;xz&d^0C%vWYkYBQQ$nwhkPG(8gW(xAbJ+)
zh=!7es<+F8--#r8iyj|CcXm!$2yuIW%z*uigY_~&10uUE%})JTT0?xAVIgLKtBbap
zW~7)$GGWCnz+!>!O1j3&t;aD41u}T`cy=+nhd1b;gade%44)%Do|zzPiN;9a@^Jj)
zNl{0O$8=pVeS6ZGV0xgFPtjA8n33A1LViWAC|nDEZA4W7V{*tQol)Y^KSyfLWC{8F
z7@5A6PQjBPIqkoc8K4pmjm?-i=V7o82~j*1(2p39?4lhc@>$-@esECK_2G+bI8_fW
zE{bumVlUn{L)rV{X4O5c0(5hLcd+9prIyCOBccV42ms<~S=x`9a_AkB2bh@m%g_`}
z?Nb^H+3NE)FN^9Dbjy^qUeNiHMJtww)0nNMoK31j8`Pw}6BLzs$Nt|&nE>*Qx0JhD
z)*l00W-7>!PMT_5ruQ2eIFVCkQ9stU8}kt9Sm*a|s8ku*L%ec+KE*$uoH~{|iJ?aQ
z3mVP)u`{0x=7*E&)YRY2p3kHaq?Tso`O}jz!39i1jm)O+iZW1~r3_^?9{z3L1sn5-
zS!*@~^IiWJn7jqmQL_moDO8KU+c002>*|WKZ=Xv}EA8JJO5Mma>*Ia?G5ZxAAir$+
zd~}_&q4<#iWKr)ceoH#}xnZl-IBdZD(25HPN{GjC8oXUUeJ%y7-O=gr^T&}rmyM`H
z)`qa_DCyhg)}NP@-EtgAE}h+7@1N=*FbvRK8<1#g#QmD=Wxc0RICSga;NI_38A7f^
zEf^rHumBM7*^M@W6iUijmZVA8k1BVUNV&QMps($@+LK3_9g-VwP2#sI0^gJCq8EHE
z!F<X~+r19Fan9jC<{8yo*p{hveO3SUX+FN4e1q`rH5E9oh*m6FG0RyK*q@GnW>SRe
zQK!FY_>525YtrVkCZlLvZZWm4sFhn$AaXTLb!)WXoOq`9rb5H10rO)ZpUOV=yIB9e
z5DsfNoU2n@si4z<Moz^`U=7vN?6VaPoK$``aejw<n!|Il&Gg^Lu_}vFegVo1<|*C=
zV-L0QSlydwX>39S=N|=ah1hd34>Bondj5F`8D_%&pA?g--~0Itxk=LArrJ_cN%?+j
zr%nEcE*8ZK@~cE=N@OlR&mAorryFDN8*{8z3I_p0c{)JElopfgChXvg)Z_B@HagF(
zQ)DGxh<=<uGDTU5vN8~(e{-Y&K+`<{zah*MY~%*_uJr)rgYzc;J<-M`F*6%BxR4q}
zm6Fdxf~;6Q{;rKn++m2hx*T`%&%M+Y0si|7xSq=x0Sh9I{*j<>Kw1JvmmHf-sFw7>
zbhjZILx;f$81L=hVzCZ+?Z^DuQPkaWuv&Pf2w44^rplCG6125F{ZMu;jsW$OUwNEV
zeH3RZaPJlSGAt3LhUOngf;PyEQJ(klw7#G;`xx#~IkHaHoar*uz&rIw)Ap!%+a2w8
z<dxO^D<&3BXcMknK3zhAL;8I7=Fo6l7tUTW<ssfh64IFW59NCg{(mY+bUH}PZTWRq
zm#l@QWpPD?SXce}D2+@YiII`f+2v&n;MVpFYY1UY2c(h@#3u0~wb~|IW&|tmxgc#l
zBVa%a+PZl6F)fn<@S+{3sUR4&&?Br;G6V1G7h=AJg9{Iu8RG~Jisj!5Hgw;Fe`3_p
zg$WFhSyLY+!g@h+!ojC6aPvkCAWb@rrf|Nm3Dkyya)V?TZ&2813}J0Rx7iYO#g{}J
z@jjhCqEE1^#q*pkqdF17EEYvfO5fsCd}kpRT8c;{k4gmed*|mV1_lO}kC&G%bY#^&
z6c>m8`sH=vtEWfgd$K&dQmAFE4#>Ur$~@yA@@(i<c$(ht<N@VNFDG+;+X#K7U)IeJ
z|2EF{omCXjvU4CKo?DD_W7;UGk;$7!&8yeC#&3&0#SESZB@3poO`2pHgNQ6gv(q*y
zx7ikVb7r+s_m(kc`;Gksl)ebhokfvMk-4p3Ke(4AdYj1n)G(tRUW#YMEPQCGAf9ud
zy4(cn6*+JW)}hy|VyG#C($Y!S=X;u>&~Oxtw6|{uR&<^|-8&Hut>SNYN=uT~h%Xv>
zsyzb;rud`tZ1b#5umb>wWP<?Tr2MlXEEZ9#2%iZ;n!a-zdcCM;drobD?W<SutA51&
zM8+H;DJiKJE9-LZFUa5=$eLYZJ@vBvEM?2;&dMF-!KNJtA(|Gd5fo<HfM-Od%@X~0
zW&n)|b!%+F>U(qJ``h2@N@NZt4XuUkStfb=F|N>*DNW2L=ka{<g$Oi-&B!{B^Lxp?
zTc*oPP<ZU9Ya8e4ov>p)V9L(P$?@0>Un$aBa~REn^_KPn(+Cb(4YiuOc&$jM8O4<G
zrdl|n^A6z8u0qS_6Tc2jFN1c$$<EA15(ZEB>m!W+NG=fiK5BI(59qES^twDU%|WvV
zhnbK!NtX6K-oZ7Nef+rJS+iJ|Lm>|E-`kWa0bYBf8WToeJZO1>q`3I{w=&I+?jHsv
z&&U$TujT8jM<eb@J`~U;ML)lV#ojx^996aNtn652VG>EHw2kj6Pw{RSwXBNXB^YW;
zt|p80P1PSg$o|T28$>^f^N7~?f|F(LZ0Bvo(4^X4QrwCK5HPj@xl&hQ&Xm+q09>#N
zLs)+gO*;b{H`TG8XR!_-+pV<uEDt=2)Sk1sVqY=_DN}J08Hhw2*G4a&P>*!6+Yp)!
zIro(Zxp<EB-Ap~IM8A?>DT$if^<ny+4mt|>9<qy!ul&kmMnu$Kq=)Bcl)W&b%V69F
zlxv06a`z-<ZV4o7jGWC;n`b;tv%N7-q>hp<U#kWQ)*Wl9I5D$kIFG(hr;IzkhQhzS
zB52ydunQ{Xo*?*b=a7Uli?IZ@?jT4or*3Ivb&~P~NZA;Lq)eL*X|xhRjuAuK0-`eC
z#sBv{k>8(<zS!k^VDRJKe$AM%PQRD69pkoBb0f{yqQ;_+6=Otp#l*oFeW_H(N>1;=
zRJ^okP^F#6rCvSS7{*XHey9|u|6xmszazt$D8nM^?2AxK*_TZZ8?1cIT6IxGpH70f
zbjCmqLt7zb@7)z(pa1UQbv1N=&x&Ca6vdr?(BOY>PYa}CU@)VP=^KHHV3%4gx1t&t
zy@9%F%Hs>|%Z0A5hi-#Y1B`%H@xHW{O6Q#*=7bJqcRBF(IfsBJ+9uJEjEoF$;Rh1g
zB^uI6`QomutSq}48vgLS?unTXyIgQ2zAV552)C|*dy~_&Ay=#_duz<PyH!}*`w^lX
zCD9(f*2K9}4;xBf_$;_6i0^K+{7N`U*-1Y_`xd5EwWFfC-(RQ#AQFpq-(>UsZ-59~
z0rbOvMPQ)zec7*w-E<Cn#-sHrA|v)E_gr?G15m48O6C@4(_r>FSzB}jQZ~D-M3{PE
zK5jsP#g~wA@zbdKm=pibK!)^NVH|!Afyf9WeJn$3@hzwo1lDznSl3eEUw5S}zx&}Z
zYGh-hh+lhcZOYQkn{ijmFHS_wGlNPY><WN&V(Hhj@iLcJxiQ|X(q1~S#rpb>R8SG)
zp<5TCAIX=nlL#LL?z(#fwFd24`N~nL<YFX26ERav?T3zWH<E5?5Z}@f=<n#GAl87Q
zuB_eSyH!zS3?u<>B1A`+n>nS9)f?fV$)n{Lol(cS>}cZ&%pU=Tsg~Ko>n}E>iY|`h
z8&$lA={S{MdznW(Se7Q%Oa!(#vU|98)l0=G7aN&uI3yiETnZ!*^z`f`{^QI4>#(#D
zOm*!8<f$YkDt{lIRptBn-JEb&9SM)o;~mt2=R-6c0X{a3K77Fmd}lXWtbnq+b3r?m
zd<fl08a+$of8uj4NRnx!Fj|KiJHv0+86rwX&8Em7fHaXFy*vOg=YQQ`Dbku)bA!@W
zluJUdf^vkv-?@T~a=%t*`v4L+g@ljcloo6#+==KW2L0^!&u6GR<-KfD=;z9+x^l~j
z33jgY^t`=%VHip~4o~>|iKR5H<8V!7vk@f4Up*cOage@uvax8^y=<8YeQ=8TlvlGV
zWAA}GQ~d$<nC;TKsYl^lXcbXHW~Gy4Oe8dUDqbeKXItNGBu4p(WS58rboaGeji7c<
zb5`{77yO|d4Y%C?dvpz~Cf>^2X3|XLPo6C7$REO<P6M*<?t@GQaXfGMrNCJH_Cbwi
zM#~G@6J9inPRAfY7tJ>Vv&A_tfk2!Ofcn~k=Lq?Wm|eDOUskbKVLbKRIg&LePS*Qw
z5nG^lGEcvo@|hfCf0+qjr~hId9#*ylJtbx%DMPztXJY(o<Ff+?(qc6%U%WKKmFSk<
z=PcwRz2Df079o!HGVf8Sd2HA7XX6V#cq!S>eK`CsF?<5V&p)um!TJSs4-r_UOB7nJ
zA6&yu5qUR%<R04yZJH<EOgIhxt0rm&Yk7!^P$YIH!+c6bMBz(4on>iDAMHFVNxvhz
zY)p%G{-jlS1Nx@+iDyu*gTT%@hx$a0VujT$X=FFhWDui|T`<tX0O55r1PB*-qEghn
zTqs$0aBEU>5+GQ|2DsoD^Do3IlO<YWD{Ca_>CU7mZWPSZe~b4~*_gunsA!}-1Xsv*
z$wrVR#s4Ab2Lq<zBTIzm%%6%6obgt^*zm+PY_JUIr!wc9hEm|nSiq9MQsf~YLl|aL
zs?9eYu_M0_@+8#no`exU$2;8osSRV`e6$Qqj;WY#z&WPLsxww}r>FZ}F-B}~z>?d^
zwTi`sq_1yk@g<vqJ3sRmUTem`uOd3~8jfnK1fk3CEQbt>)+HDQQ#S==g0nSeOK&^4
zfPIj7`w3{uA9ZfyoIT}OkFgQ5S`CS`45pJ>NE8m)V+}+|x~~6Be-Q)Xa_Ebk@*d6;
zu>iCr^QW{8t>HBadZ)n6OF@lt{63o&s(oR?E!0=_gxiVj*85PG<J#0#uM}@KP79n*
zgr6N_u?k}c>|!OTJ1krDP?dSA1D2*ybg9(*XH3QE8>t0EZWLWY3VUQg#`tT-@#FNI
z;wHzbsX9yc#vt1tlpklJqYDV>@a2z9PMbe58aeKVOk9a;eaQ89Wupd?KYge_paH&A
zdTzKmGA^~X!><|Ndmy?W)vO@aLN>1YwEH{2Kiaze<=fwaG9Vo4uZ_Hr@~OT2eO!*?
zAQx;VIh6wADG|BNtXWD+b|J5M^AE4@*@%H>u1DjaQ;{mJtgs8t?5B{EzIo&`Bq`t#
zkTU_OmAn7(XfV}#QE-tB!;d^fWkt9K*fF-=Q+<!UUuErR%2?P<gJQ)SHYs~dh(oK3
z5V+N902p*hn}0k8OxSJwq%t4m_5WBTiMsZkY8YWY^(OlVq-~gKt^B4nmKsQSu&4_L
zAq>5N!FpQ5zH$Jq$v>|TO1K$y{JG4CsW62&c_2MC8TA|8z5>XyURA0>_$&{3H4V27
z&BE9Zsd8T^R~Kn<<6J-p3b$$t5h&&7GjhPN0CbC|tI^iMjE_S!JjAOaxer@Cuym%&
zJQ8?%&KjxzK@MPst3Tb36P!bhw!=VOnZRS+s$BWS-zQ5!qz4@*avY*>KcbD2?jrmS
z6X>Q7(JvihfF2)6ZNN=ZE(Dx;Vb`n_F|$2v5R@#~alMZ8$Xj#vCdFY0uExpu)Frnv
zfPh*Y3vxWDrxE%dQ+HdkxwWnHcfwgI(qwC=`Zw`-L%{UYKYhrNb7R)xwGXr;(S$F~
zucuJlT}M={=?&RzR&vgn6Zh^9ZBZb;hXQq=%<PX=KSGw9iunJ|g(5IDz;~;Sy6H(6
zAP2SjFwZVI*tI_+n+<BTNmUL1z9L=@D%Omjc(zyk)A*5L9h-{}cUBETnEKm<IC4UJ
zn=b6zJ;sPBdpP)Wjrn=W%GBqnc5zGYDB>iqFW&r@9eA53-u6Z%6jR7~MBwq`C;(Bp
zVWjX5{C7*_^~$3Bh6zO%%IpdZseGl%zy+0d2D<*D2#FJs;@dK9@{f*V%>yw2zXeM*
zu#u=}2xqFLhRIttaQK33u-!+r_5)miv)eSti$3kth6oIxB`U|%^FG}Hh5!%+DSg0H
z_vs}xOTf`Y8E)5@NR$;w*~h|%q@nIsN&o-R9GM{Sg&3IX2dZ|FejN7X`N5EFkr!@N
zlc{dg<PdhBNzJ)Sc#Jb$a%S42Bm01N*?wy_YyJpdDWbF^bov>7Q8XzVa23u!er2Y#
z++EzjVf_{f$8B+lDeRd^HVbSKu>HLO0kf-$Td<PK7p^hSI|#Z+DA%`4xH;GZY{Kh+
z`2k>&1PJNBB(q-gp#NnBR}Fzg>L>hn`g8H~Tc%MLjQ79<!>5T>kKz5SMc*o-51EzD
zQjbzg%}U=sPO)|p0;mTKmOaB>sn2-Vq{$g82&{}CdDDS&YXJ0wbHy>3VLheqfWMB0
zM*aTtC>y{ch|hBUv~98);V(mfL;PXPKls!wiof6sg#SC*$P25-Apq9~{SS9nL%awX
zETcPAyoC%4k^`oo4pAQ8kL>U5vr`-KSq0)>?EDyI0+xwr)GRG%n|CUF{i$_+=WmU?
z%M^$^0l=_eZOU<=*Ukv(-{OWybqGe&#ytF>9NiP<6xNBxUGceR$0Ul2mBIyl1Rw{X
zWnG6xVtgqFvI43))=yw}fDL~YSp``tA=FuL^uORA;yq;XogcI<Qso02xc(Oil-6IO
znz~M5ii+@967URt{kks+($WAtagksTtXEq)P}v3w1WG)F&;gUePk#v@lFok!)*Oxr
zp9O^Pu7AMfowgw`htbko&k!>g$_2P((zbV2#DKBo6hJuC6a@x+a?byz9*uZNeIqN&
zC`$>kZn#fq#e1sd*buAej+>t<KojhFeo348qp>8+$-l$JMLRy-Sxj#!6l7et78PVc
z`N~$Om#-m-j}N$LsK9~g8E`@Y0qfW~oE1DfPq{InJ?-)0>i{-CF^`s4FLE98jG3k_
zkHTBfWRaX|SeRU`WxHr-ZIXI?Rm$^yR<upEFZ6tt)X;x2buVJ1VB1t9X`o^s*+MwA
z+v|~LL61g_r)yM$F~((JMrIDDmDPTR=k+fKniLo6f?c8jlA*wf#71B?F((nhl>xW)
z`3HWo{w2>uQ$B*GU6yD&ZMG~76EBBz6m4)J{pjHpf@l5ukt;IP7nSE(ufXHrbSdkc
z%*qxI(B)4(6B@hNx;~zbT$=bjq2LqX?tGO(IQ!i7nZ8^~{*K@(-Z4)3N1*gQ-wOuZ
zd=X97Sal&D$9PU?v+FibNbjm^&kiaO1yoG~%l8pgkvUpw5`L7Ufmfm#LLveNRO3o2
z^?Qrih&82?>jl2jnD<!@l7Id_iaRh!sCtxqPL?+-_ydug)890i>LKiV7acaGKQg^0
zQz7Xfvf@?vye9o0kJ$)tC3~TC2vY!Xd;S@#zUF045!4QvU6IwC%Y@VF{G5XEM<%Rs
zy2U1I)4c_JaoZQ~h5^!t74m{Y)bwteke^^2$kqR7M!hmroV;4_v)r*I%f8OWw7I|c
z*2Z4cz}7k+(~O9&C3uTUOx{jQ<1x+Q>#DEFFViP5$JC3{5eg~5KO$_o#l$9P4%2!y
zWIlH3<@};%6}DySpv?U0;vMT@XSo?h&PNs$R2xkemM`AK);`;`jo=%@`d2FS>^TLg
zfs^sSgA1n6N(~<Giwut9So#)9h99Jmxy9lGof;z`YhnLlV@2k!v#C>kl;v~{{<QYO
z&3tObZQ*Pr&!0Ty9Uu!cFtwwbGoimHk;W|Au7V{_LKCxz^30QOX8GElu>T#?AdD^T
z?+22S|IKgC-d{7t1;prjM##;y9Khr}aCaFE5MAYJX}`(uKC1df2&no<157nDSY7lf
zEfY!d=_UA$Go_KZ!H24{JZ?MoH_lp|_!R_->@`G=6Td2a5q&AbVF!?en}}nKuJ;jE
zgnZ@!NqxKXthxFPbe@RnLI~KqN*U_(BU~|F=6%Ck`o7iCwtx!|T1+DoJ&%in?rae@
z7LO#Zh|oo4Ah<TQ=n;u`R~EQ-2v?XzQH-`SwBB_%($SIA#moy_@xHlWDe=rL|K0mi
zR6qh37N!f*zq3gvOrocg*&I<v%*z7_AfW?D08!s9BHf-yd<oWUT@hzFbOfG7C4D(0
za$3rtbi-7H<ApSz(cj55fL=#T)^q}1ENaJ;$v3p?Q@N=Gpc=>frp_ccbCJFEV~S_;
z>R9MOvh_s7E?h$t|E-)rGoj>hLAsA-C_nrek1LeDevY|l?s+-05+}m+=KAwOsO~R8
ztbiDM2AodMy>8H#cF)y(S&{%>|IJk`b<J3V03G1m?YNvtCaiG(&vd;y)<-~$uTOE0
zF88ApHSJees3zumsDLabm-cHt)1Q0vrcz~InPh8loV@z^o4<c%gOf4-gL-_YAQKO+
z;81WFu~P+_=Ti7d@@4NgUFVuJkyxJ>pt{Ldi1C*HJw9Do6vrPP(Kf>;yup|w_&f8@
zv!gl-2hKP<F^fK&3t)eWF%IRgThl_&g`d)nGfW5~lZf`&E*aY!3YKaQ7aN`b^HyiN
z0D4wYs)053_r5ab(emtVdqUkJx(oJ66CrbG0n2|t@l^`&_<&&LftYy(KKedl%X29x
z?`zC_gK^X917tUbD9nHL_KcVEb(JN)LF6PDxYO*MCau;#k($JJ6j&?CscCT-xc0X$
z-u^|oFIct3X%?_c-h=Y@e?|wnU?qLXwE+}Wgk*szlQha1Af7>Gm<gv)p9X>5yg{<g
z+<e}CWOUb{$<cG9yn|O(ML(lTQ3(r+9wp~9-2Kp`URyeN!Y+d<A+jSBG66&r2R0&v
zQ}rW`J0Nq_glqKpvGV>~{t|D9ooPo}iAVs+0bCRqF=spr=!7=pSim2NP_i7=b87Fm
zD=?@1Jre`5G(b5V^ZrXU|81K{)HTHC9JX{j=*PT1tWO*9813o4g(l~w9SN@hcQ3*#
z15zS@8+JL>E4T6rQt}u%>*t35nXdSp5l|KF{*^bZrGESx&syls6wdrX&N#2Xgi!^t
zer#jb&v~c3gtW!Oj;@9j1Um}QVP|SJgV6nF@IekzD%p!E*l@+)bVi5h=@T;lA6;J=
zmSxvOs|eEFQqo-_At~Lh0wSGCHwdV7hcqIc(j_4!@X&%NA|OZ`bf|z}oVn5OeZTLV
z>-_MST+dy5&z@Pc)*4p_z6a$AtQ0KbOU4YOhUBcf?_MaVsGVUJt!C!oKbJe}V39pY
z+h)~~ID0FE;WumBCp^F(3V_pw^bZ|LBx)Zell+{v&gEod<ypR2H{67!wyg<CbXfd-
z>c)T(TgNsXMm6kkpIc`=SN!W{c`;KbpQ`M%sQ&wnfY+XavUITmR&K9>>_@Rg>1Tt*
z))Gb#!8jmC>pk{#Ny(N7-w^$L6Ta&b)UwE>fvnuIcysfBC)i``^IafuY+c8hT$Fak
z86fGvs{CdTJwmt5FI<as$`nY<J=(>Dc1rJB17*tzKfmV?Uq6G?U6xmnPg!oCu9QR)
zXU*@mTpG`Rk=?KSDjab$QcCh&U#ZIrh?KGMop__FeV>>D(bH^)zqUe8Cf^>uL=S|G
zr@OL81`7)I?|ISR&S&gzJ-BeMRe9;mo6Sr4AFn-dBA_<h@FG*|EUg`>y1MRG;^FU6
zBv2g6Vg)N|e2FHDuqG7et0`5IqZ0Ia5Po!gyE---%iELL#aS$4N1WOabt}G_QH}5-
zbOb$=@CeyUP%w60@2{F|X3c^Higg~&r3`G&y|_aR9ukuW@~?y)u^5uRJ3XzH<@qX3
zxG`rDurnW5GxxGb(n06W$=aMLy}(67&hBvIcyK$}ub9nC_sp3Uc_Z;euM!_&Wk&qz
zD95@N)?Kvp9C_&?S81-FgmMs~NIyS=i<?C9eDQ;YeQ4YA&j-xo(O=2FF2HAjYK9Di
zoEkpI{nu8K+|Wd#vazb#x+}8ogo*`*M1}W6-$i}AVfA^Lwc1fbt&wi0kF7MItmRrS
zd-c_NZpL%d3%Oel_5r9G;tIYvFYu?rgA}@QUvQv6fV=F-sKfo;`PnFWDHOFsh?ASZ
zkXea?CLHu1eiSqE;5N(J{Ko#Ff=KqzfFDiv5mvU!M*qzd%StZ?6ytAq)1TKMD!+2u
zWbrI)YkfsjfO40-_rv#=+Sdb<=M-&Zjt6C-^1k#2%7X-KEOJ6z79>7o`D>}Z`>Rpb
zq;N;zT7uM^-OKZOXEv4<=0)<X1YgAU1nY1+U+&w#$USXP^5va|@Lzt$xAd2<TjhyD
z^WcMGKoBbU(Xcx#(aUW&v!hRt`n+KdEraGUPM`N?hE^yCtGM=8IibAptdb?NwBFP>
z)u?1CJK&M@VB>zuxU^lwWQ|F~XhG(aa&odh;F-Vk<H0|7q>IkEr(egd-N*Eh5i&xn
zuypLXn>fBsC6LSiD~5|^Vs%V@miO@*nsB<F^N7yS-P|Nu$42!5+bK&!HqZU_(hH1g
zQTZbV=F3?G1G~3k=h|PwZ2%UKX*?Od`{K^y&me!W!OyB+qBaZfeWkoaY^KDlizPRP
z(3o!}lJKMztBNHq;v%im_y2pu=oX>04&^EdX;ziwYG;$a@%&LQtfp$SLv3=nvk(zz
zEl5ym5^U;9em;WF{lgla=s+{N&EP&-3Q>gS3>7Uc3!^NNJDd$}WF~60Pw0*_Eoy5t
zRwjp-;ANjW!pJG<SpsVi5chPR8}?+1YSTru5lJRzQ#NreGF?*)Wb`36BaOPv0`8Wz
zbI<be!K;TSI7z*BfSExls+1)Q;H6VxB1e6SIquE!??zVliiA6fse7B4Qm1U6F>>w!
zNd?01L<$K82FB6RO2Xd3tc$#&qD{M`fPhYAHd6ry&=g8POHvN)XT~Ct_wyPq)@YfM
z(TX71Tkor))tJVG;dyt`<&7VJ1&=+FArI>H)Io-Pj<*$q@00SZxpqN~hR?kDe_ssn
za(fq-0q6{y+u4blcHaMeug*I<l1Vjc2nBVP2Gcr`j$4$0XeuOO0{wgfvu*ya0<{!0
zXj<llCMAEGFsDQ*;Qsnsw%3ZkAQ+xcb9Ea2G^s5L{18VR%R8#lmbmq<U*2juaw2s&
zx*#v7#qHZy?w#0h=9ia?-!r~3*Wz~W`1sh>%PTA=hu(RilXnIkiXE`M;g^(>BBrIq
zlac9CJxsOcQ^lUDOxAJZ2#@}K+g{8DDJY<+qEx20Y!jdJIY?ga+~ya4)f-SG{CVAg
zEVz{oKd?KgXvWQU1~J0^dO2_du`VbsVGU{a_V-*wUOQIKZOCl=50{?@or{c#>4geZ
z*T4W1%)qE<Xw*frMK&}3(^fS!GEx<hm6JoGrKRoP@$vR{|E*P0!{VW;Mx}6BeyAeb
z7|$bHzD|RpgN0LYczT=0aTNPm9xzYJptQ2%Q;EuqO)OT>3M7A%+>W#`e$A*(UnA2v
zJ*<RyIo&>u(M`|JTCKe<_TA|?Y$4p=l;%zsMjE6_N=hxWy}i8|GWR>JNgd}}9%gAV
z4Ot(nT}m%f0Ii{Y%c@nfx?pU<tnW8{?9-;M7};yAoyPN_#i>XdoTT|5hyWPZZtyO0
zr2V6d)-4rMKP-RzDREl+TRzjXY%=G6<0z=v#LK(_bQi!=DR&d3kFmg-Xf6_4UtizT
z(^I3ormIVaUqelxm8s%QPG|f#i*s0Iw0>5^<R*)$n!;I3=XG8O#vS_O@Gg-D8af!D
zXQwdI#)=0;zq2)^Ic*MF6q1E;v5w_P#XNX$rp^J&#l=NTTzvU$mGNn((kwO7NipBm
zc`PC(c%V}dbEiLZDID*&bo3+q??D`E65+Ex&R^ESAV!e`>|sXV6o+PJQtRpK?*aR`
z&Yh5uu<m3+QIDsV;g%kcz_ixIbiTN;9T_kKlm5O+>TD32yPlPuJ&K!5LP#%}XmsJO
zi!5)z8QDpLPYNQ+1O-1<HRpFY8(Er7L+WiVG#12L<(5&Ej(y#G2ku3~w+K(p@Ll6{
z+gny#U0sbdkq?cC@F-NCresXIU-6_rkBxdZrg!n(O)OE21S=1EQ6PaMcYdL%MB#hb
z%A8lZH61w1V6jdlkvLxNshDoCOR#>`=;w!{bpQTu?o#v0TdgDzYZ$tI|2o-O0bynG
zI``16N1cMC`D-+VwQDqv`6JH`NX102;+n!<*RVeh7rPv2wT$I=9M00n$^mEW<x&?z
zLqin`Hx5otRSHd-CPNzw3q~IaDXGAKx?!t<`24oEthQ0_`N+t~MQ6mTE%*MfE6vOi
zjh&>jP;<e#XXBU;1`1fG9M2>YQb?9?Pko^@^wl<Jn-gaJtTw|^G*exDd~)AJ{F(}L
z+IUh?F=BGm-d@G-&*R|Wuq|S2oruq9GaFRTdv*5RJGM;;Vis050$7@RA5wG(E50@)
zT}R<{n_5kmu|M-=#`+FtJa{)De?fWb&6H7+0^xa8NwHS=LVu6+j|M-+X!y@4W>3!U
zw`^`vyuBrhrj<{JK5UZ;jQ~xFIOFEo!p~s-aQzhqt?VFN4TUUq6}9#Uh-Ve*axsc(
zs@kL%Hbd+6l214wrvps_ppck=3Ho^n(E%DdlFlzLQ%McM6r_65ZQ3t**zb<X@|Vz@
zr)Cz2b6_xI2je|aK<?a-Jo}Bcxql0;=Y;&?q|tCiZd785?;p=XY86Pbz}X9B>EOUU
zqp_6e1O0A4>UBOp!<|<Tej-p&X8d?DI&*6gMq40P{<e`UC27MM<IFkE5<KN)t>>ao
zVzY)J6AnPs9f}W0=$-luH*CVghO~}`2e86t9ukcPXIzAH15&K`=DamSb{|=&HW?L4
zSXp0;j`o!}x6>+uvN#l4At{R4I=BqMkCdg__x=4&DTGR@cRDq2O~#lsG#<;`&pEx+
zkH43KJk@Z+Axd%0`G{+p_L#as=w>i{{cHLiwTy%G>zQYXiU*cBv3&r+9BeE?QJMt=
z>6dD$QWUnd7}l#GkGf<gf+ZXwSr+*&e<>*j)CKJ#Lev1~oYLk%Sk8hlQ7!ezBI0BZ
zKoE33;lR@Lr$#7Tq!agP|04y_O`bSZ5R1&ME;splZ1{4I?QZH>o*Zl?DbhNsMHGPW
zE;uX-JH3$)-N0;Vvg0u*V8{1)gP<IjyHmZlUJBS=;U9Z1C|j9;feETR(-}x|Q5>5A
zGZ_q6TPpm9cFN3!O&TRHsbQHbTHMr=Gcp3Zr1|!;iVAg+>tY}a&=B#T`;xcpgQJ$?
zG>%)nJgLnJMLw*lw(-6TvV-ifz;pphokbArPpT%$xJ)=gbt3cR-+Jxb97twQg@V`N
zgLMAbS9hFm&rA=)rBs8T{+N_9y_JTW`hcFp@2R{fhyZ!uNBtjP@i|-9`qbW0Mu{Qd
zKiSVi66jF2UowJ5K|ym3VH;^+Z6OOuu9!pq@;}@kI5}Rue$8Zras%_rA*L`ZI4F0L
z7@<4~FDau6N+s3)mH~Dwv2uEr-YsAp_}H?dW$P+oglJyZeVux2Mk{c&iwu8jMMYn-
z<s6j@39gujtQzfD{PTBbXdH39f<bd#b59%|Q_Q22P{OjKwvdCCL4x*b-}jYM9Og2_
zve;i>5t^0<=4DBvWbv&mthSIqAumg!)<o2?M?DWZK3mV#@CZzj9OVXyn%<Y+*Aw(4
z9qVDKBuVE_Pyu*V5J_7;>-Dtq(Nvt{MYM-z5k_*_{cY}8CTapW#v4Sp663F{7EXwM
zM%qAw8tQ5)vm~DL?S4s`<OIOhc6_C#E6Y$5Ai`t~t^218#xGKfP@AtjEYO#Xo|bKG
zrdBdp<N3$aD86xJ)^99)rt`}CCM>YX(;Oz5WDNg`PJ(9$w942S{uSDSKp88h!1uJ2
zN8vW5gckg|guqClqp<pOr2GZM#KdDC@wyI~FVq$n7ppd2lZ4g<2nMVY{Q10(-Yl!A
zu-4owVMdOOee!J@|A|5IH&3&{OX7u5^hVp#W5bvSt2mN@#~R>)f<mZx0JL}k;|kh6
z2EY2pHE}<pLiGbh2v8@_D=(%^-TR+>(c9a5rMarIvfrhlkB=OY^HK<o8h-Miy|W}g
z{qZ{f!ty=Stjt*8q3T&Mf7L(V;*uzpd?)eUz3d`%K|8<Q#URiZw<BOUM^ehJBY${(
z4LL<go8`SwVFH%p5zq4eihnSj5>D32sw!Pm)3Nuq%&Zx)<5N=ufHbmXanS-rxE*KA
zD%FcVr9-^7PcX|sW&-Ns&l_E#%(ARvv^Nqq>r3_?k{DFq>i)LD0(cA&aOY9Ffa_SA
zriJ1MHBDdGL_bWEGwrBEINery%R>|FgJoQbHx-HR`F;(7WK&1QdA@x})34<4{BmhV
zT8eLGsdg?CA0GiVHMPg`tS};FrvLuQoMJZqIoHf)*`7Gufw{o<#1s>>nm0-riZ|rB
zi-;*+J*|x@SJ?4;M-Cf*>F=lK0Z~$WJ%FE4lmM--M$2su?nd0bab{V~-R5|XF;Z04
z<+oo38>YMrClUUD_}Uds4G4bVf){B`9FdusY5lM#A4_jpQ)y5yI4)Ws&Uv-O)p571
z@6H#p?WTL{iVC(<s)#`>(m)_mCN4%f!e16Nd}3jWsedISiOS};(qro6VUVat%g>>U
z-0jiGl=i_|)_k5bAQ8h{3(%*t(Vp-A*C$Y$QQ4{KS=!r2&K`RlZohBex>`|DQRliO
zH^hg7i5!oB12;((o4)pQ^yGTZS99re#I+^h7{wpHRza36CLCTWY8tfpP?N>TkH;SN
z$1h`Lu%R!Fy>FY=ljLIEp6iN;?BP)$vt9o9eip1^<d($lRZ~V-cGQX92(6E2%j~2l
z@kroQjcW7R>6w@yH4FSk-W(rlT@;t6!}9m1C49CQfj0%*7>eQbSz=wk9Ao|9(e#b2
zEkzC6E0=J%kW_7`8tKF!?cc<d3^C|&{5<z_I%_c`yZE7iDglB)3>2ehOQ3FrzD>Ev
zHj+|=q5_}UBt?(&ifJTg$<tBW5pUloe&42*OChN;DP7Ed_n@|sWV^^Bme+I0)G<U~
zt@SqTGq+M*(*?#q5;TOV0O^c!nO<-<Lm#gf)(cHV<CoZVYc!tFs$jH+Xg#eGb#&xA
zw0tFq2`I4)jpv5zMho$jh`-%3GXEgp-S**XZv~01Zd|*xKEe=$sx?zjl#6cJU-x}L
zEH^_kN$i6n%g?Cn{_ec<*F=2OX@dX+vb6qw*1HMH_0t6A8mD0Y$V-4a{?vSq>N+Ak
z%1P1DI1s$$iHk$!?@*@9W#v&wqYF=|MdBO-Srf}<Vdd5g#i9EjE;K7tw|Ku-FWD<I
z44hri`$~xKVFN4x<3oDJ{8|j7Ns~MW+~A9*5hLj}7x_v_uCNN@T=^OEC&7Zm14ZR1
zepzz?AxM{`m}kST95U9od{v-$8c4x^FD3N)HQpP>HnOaFm|3*-t-2)itsRCo$%HmL
ze2zZDAHM<c!of-}b1yi2OkYgY^>+K_Dex~y4iPc@!K%A6OPbcE>g7fs?#I(C5Yw2{
zvA+Zxel86|h$;r`6%f&Dzpyknp=n*&Gvv4=_rBOv+y|lpa+DZ1If9R&D8GdFW};)c
zD=@0WRt?aEYiv0(Sr-$vrQ2i7Vk2FL)`N^RxP!};e1Dc80E5A)4TsSpx$&9zp$%e0
zh7rf{`Z|pXr^oa)PK(D3A&Sy$84S1Mcx4H8*LlE<OA*Axd}f`oz0?+SH=-DhX_ao+
zN&O|%BIOv;yJU*rm?Hlz{|M3u5mu{Ye{xYp`Mw<%ydLGL<P4-06ow?1^^5CU5t00k
zO84Hog@HQjG>of7RXwaWq}q9)NbP(yKSky|`n_GGJ`(c2tR^>>F~ap$*`x8jGiqa=
zNr<7xIGksazPo3@X>$(q2r*S&xc^(qCpVQ_Jeq~okl;8~e&#8~hGYHGm)9IoNUYL5
zP00Z%RDiCXhZWxq{|xiu+$)}!dhLr)c<$ehy;7Plo0~kMtU4uVXQrjp*493F_Dme@
z+&SGFH^QOza$XNlO-;4d50igYgdSt(Oz0vp{(t{8I<B#L&r`t!1HKW+aJ!+b_1Sq3
zXDNIxJosD@gbZms%L2l}sXTgOWV&i9Y%Rw)H5xY<p|RN+a9Z337oig>rXY$9oi7dj
z7i4g$J`4au3X($p=@bU^iRm-IE6;B#Og**N8)_^H1s`f_VhB~z4ZN(5q_cTzCO9jR
z7o6<~hM>thsJ9HUMTMs_!e38#PAI`$FW5xk)I|(=&Wp&)hrL_Ha-S!%?!((;!!5hB
z&1q<+G)7^NW2QySSb7!Ec&8}!Tw;dy^+KBCDG46lj`@V>!RAazWF*$L>(?12B_FqG
zPlz79C`#Golf?Y;xn%DNjkMyYy1uGd<0JQM2i{w++x!Ac5R1@leSp+nbvrGTZtLPS
ztS0ZqjYb&AVcg}%`xExb0E$wE{`0n(BGRjg=3vG1VA@Nq5&Sst4iIq5{<q11%$!ZR
zJjqzsP6W!$T9NS!>oY;Mnpk}kb}w17AXL2YgXjdQnpo%fhlO7UqDY~*y}f;_wV;qg
zuZQ`B?5)JARrZdXqtDn<iQ`c^zHA>GZn<orp_B2M!^cAH_a@>Ji&4eu>3MWIXQ5X<
z{oxS?{!7bkkz}%Y)l^?4N-}iWcDBtppjOkq6J%c^x?b+OQ;3|>3cv+Hp}G}hZt7cx
zKXG;mzgvK{ens}EXOF1B0athaU8Miv4iH$a@g&&S#N#fmCIF(+8r!ZOHU4fx?6Yxj
zYX6?$9fQ%hXdUk-;m{K@*h%pq@DCie$aGJdGN6D~yZKiWDmgzB%w-xrS@w4PN53Y=
z<0Zq(D(?&-WB{2V@YJ**niv|=d|#%8N5J*Aj2lT=%2P6`kVv9Sav}4V4nIM!#Ivkg
znK2s0IN_r`vwHtdq5$XlPK=kU9Ad1>1^17bI!uW}X#s+A+nJZD<CUFJ!RF`Z-+mB{
zz~aE#<!BX^7hXl{e2w?~e7YX(e$C?3tS4}RSiz?84|V#1_MgRM53(;tLIGMHHB=q$
ze;2c$f!qZ}{`X9U95m$6`D*b+qC1M+mlEz&%luj^h#}PQS@el-+iMn65BOXhBCP7%
z-c%ng?;xFnd+RPL?W3igg%~Wyix)-7U*>SX-QbaZVFRBUe44@Z7|+biEG0d?_vK4M
z<7VfuxVSiEvqEL3JjTf}LwOpYH!m$^vY&8XAXS9)!^D$vs)@0<?5yf2bL|M7P75Kx
z_=D_F`6lz|A#ygPtBUyGY;bf(-(vXuhE1+n<hD}1s3>}F>)PT32Y0|$c|=I@D~MIY
z#)53VM?apd)^KtRzq^o6yc6a$G#|-5((6H;lMAM*$cF}6yW7IH3X_uofuh_z@Si;T
zRjI-!pEqA?8pzgwI_h!9G5RRwy+l8>hMTpMrPS*dQifJ!VK!-gV#`@^(JNEFPBy89
z@{J8Z;M@m$lhgDBUgb6&>$D!NNFnaMdc)MxMe_pwO@~W<UiB|#1#N@VNjASd`H2#I
z!{9W~U=VPR5o>uAK5TwrA+r&xyTmgV0vy|oQVw`h-(-N+1p_`&Uz3ZdWnC|L@g>`f
z^W$u@<-?QPh^tlKJY~zQIuDMYlMVTYaoNj*dkesyvq1Vbf1r=e2qebuzks+@Ud|=r
zGXG)(T-Rd)PY&FgDfw=3%xE%R1f&7d{>NRv&>cd~`^q%)^mvQS>|76($_bm^P6>NT
z&ue(w0H>m;5Wf9zb&L9-jBJHFDLP{=B!oya9V(?0MkIVm!pW0gRD|y0vV&b%UCsCR
z#{sc3)dHX|qp#_?NGon9>p20Oif{<nHSa-81F5VZQn&rVPi6q10H$pwd>r+3K2-|0
z$C7^TKbi{o-YK4<J4D)7`&i)^4_A9mUFpN|0BOUH0<ix7`xWfBf}*17qT;7DIFwqa
zZza^X9rvZ|OdTFn8ip&k2uDzSrdde46W$ae1Va+RB$5UOB+D5TLeQ?!$ZQE8pr8Ql
z#WsBgFymv3xarlK!5#A-PMbNoAVP#B>?M*SKP(D0)|d9w4>mV=I9!qS1QNubr#}5T
z5T}ohH)>AvM@vZDqTwKnf|_9xyS)7ccd{aM7on}UVp<6{@G?k63Bj?jimJTxMh1gJ
zgo|Q-0~?!)+KYRCt_5eVy@Ny7K7Mlnw2xJmknafp>kOFzj7h-AJ!0}@zmey%SYRzI
zOXNcJx2st>_PqJ*N5hn*@EYdIyvz$?+zdUc|NWcjn3(dKnsLpnWd+XXjzP4Ez*;kL
z<HZVhRiO;Sv`7>TevpEbY5Ex)*8~6DWw4D)yXXy!*{k3Nu+57=L?F)juTQBh{T;o(
zzu(@`Q9)mS!nd-rk|j$ki$>J>Dh#!#uC5-RnCRU?+IF$Md}x5A4*cYaom!JPfBJeX
zy#Y4UoprnL=&bNKj+3IAZsEUA1gds7phu_HJ!QKr_qa}K8k-Nl71&Gw$yBU>CkS^k
zu!NB>18<ARwB4{ia^?8jMv~%0_)x;~GMpf@dsa+)#Psy>tm<j8>QVoD)$X!8>%lo5
z=#mBQZXb?$hwl9CcL8>?R}PIn3y>pIu!x!am&ItvJWfto{B-rPXiD#9o$zydX8=Er
z*PuK3cl%XWZ*woWT3K1K#*~bvo860g_>g$}V0TyG<I7zBnb5+Hj_hP&8WBgTbP}1#
z^i<Vw)hO_8AK`KONm$Ehi3LF4Cxs>j{QQH>K!AApulRq!1bf}ZpL5ZVvfa`XX9FVu
zwdNF@nVcgdNUM$IGL;IG^YcK?CrVvV5&8M~JwD~U?6?R|f~%}7^v`p^cm(r9X8he2
z?vD}1%Nr`(AQKL?Q^u|ty|(h&6a`uh?cCja+I~^S{(>TuVMAXJ(<nf##zXkD5Bv^z
zA{+acG-hP@pk0+Cx%@K+%)Xfj|Df6^5EStW*N2*{)>_SX-Op{i569Ma=V~8eRtYgF
zY43abWRm2yit6eyfU*s0OjC`xp7F~IH!?^UQv#G7e#qQqm2v1ltp0B7R)6^e-1b~!
z-3F;UXQJZLeY;8%Npc=1;PbIgFPVf*S6=$_sBW&VM3pJ#Qx_olCTa^85EcFOi)|B^
zcnA>?8Pg{q0-~Ci;k`Vl@=N4kT98j+j~Nqf4bnSHldK@0l@|g5ir)7bj0Q^hNH;vr
znVaSIoqV^Un_b7_@eoC|t8jw|FHH3w55$`<-m%!{`EXCfgXQuEU69I49G}02RgeNY
zFGD30a(X;42qS`>f{N*(eZXq?WlqMb8WsfU9{(B#TdC9qI;>RAf_>AUQxc@Sbz6j^
zyey!gkqVUr0q2XbH5wu6N1fdXkQWmapYM6b6lTC4GyWAH35-)Yoq{6xmP~9DAHDt{
z?=mhpO6uykE{*5aRaJ+y4+6>m-LvQt_wftgwY(Q?WNsUO9e4x5BwavheOk3bER#V%
zutYmkV>REqchxBNGBmQL!gy~O85#~E8a4*A%6%Aw@_BnZ&Hkrl5xV@%1(;XxPnel*
zcl7^_PK80ve7OS+B3Ck`qbM50Gwpwa`BWN75;Jj;;@jG9Ow&D&HhVsOaFWV2uWf2d
zbL0c5=eKOEzo(TFkcv4=(T?3p^EkN_PU`d#DR;ZY-=qKENb2Xr*)9D>y_%7c`mNF{
zIDq~{J{~Y}>p<G3tOVvA2Bfh8uUjU!awYwkW>NtA243d>720cfS>x%YxQtL%mz-8X
z6pb_sc#*1=L>IT~b!H$f1*1B)lFts&TRQB1y+Rg%?EADzFSiV&x$~RCjUjHkNKW!U
zH^xYI3M8mw@AP;~FB+a9|E)j0o)QDZK}h4_0fV>99BER5z>no<+4a20-8Wa+KeDV#
zXsLmWY8fAavj6Akh69Q76k|vyNy9cVTzQN2beFNxqdFLp(V93Oq@{qRS@B%$i)Vn>
zMJfk6H48e^Xn;4=M412n+#e8rTpKsY!d6V7;b<ufpv6CV!GHaDzL#jN!L?vsdU7!`
zojy>@z-i=FHQ*}Hf_?L$i7T$wMWow|yhG?CZ{qm$7PxZrU|kN=Qd_JHJj4D^4gk3a
zFoW2TQr+;!$ay~-As`?ZHquE&t$*Zmj?sZdjES5@!700&9Njn!LOdECeLV{7m4tP<
zPYD<QU6jDX3p&j%y0w9Jengi2DRl&ZS!BH;rw$ghm5W%;ax0b?uGyluf$Z<61{6u~
zU?`5u!$}ucNrC?HXR$^`#AQIqa1LJ=gU9lM-?s_;(<B3GIE3h9Zn2@Jk~ZpzoUCwm
zPGgPiZeD9yWy`CtGAjAR2EA?IeVl$%`1>m)H_ie2?YuPNL~nyt)&k^@>_3M)!cc+s
zvnV`m0|WG9Hls;+c7?ios3d5$aC*LFiLwAGW$!$~d-$7#JierD73L-Vwnfw`!2rAF
z6des_*UmBb^))P^Joz(Y=%1a6G^JBQy{s=vd%o`RKYL!MK_(cueF#71bkF_0!yhfy
zxj~9@n5XT85`>Bh)g@LCC%HiU+SO|}QZ@LGu!A#z^7psH1kcRFN|k@*_EBlF2r>X+
zm_S)T(mm6(21_m;%F#bJi`qmw5ChtWvZ8+*N=`sljy$DXocZtH;$y8g?Z6S%#^q2H
zmzC;eP~5`5Bqak^qzAUx)jwMW$Xrw(pjGV}&)2s!&3D9_3J$^FJMvghNuK{%{mQUY
z9_pK6WNlLU7AdVP5$^lrs}spVbou+Fg?oc*L4Ka+(6}R7Pwo{9eaQgY!|v{qJTeH#
zLjgNDk??=EC)EcS=aZxeDc#wB?xh9e@G*Uv7?}llbvpW}^qNjNmc;<YMfatH1l%S-
z8##ZGFWBY>@b9ZSev^(!Ts;fccf^+GV{i%<M;BJZXEul$zFx4fqKw68=g|RcDhtE6
zjItoPab?ogIM~^<=7IJr4AYa-Ec1mEVo$T$Bfe^Id1<D>E@{#o>C62m?S#bxV^_Mb
z@Lsq{EgQ){gj6h9uo@sA)zk6(BR|!enQK1Upu<@-@r|Fd6=&ph!v*t_+DYkixLyUj
z-}12nis^6xc$;3%h=WQNNR$Y3KVvquBu!T4I~p7ZI<I`mq7P<r{*BfNkmEVo(RhDE
zx3V*0`8pxzy4CM>w}T1m3c_ImjtRINSY~^WACCUKnIMue-~%=?08uGfr3a8zWGgGH
zRMzu7XWT(MGKj6_X9U0nd=)fx)Hpqp$Ch+_*>UbjsH$=N=V*Y7p&+L=r)7xjxP2CD
zSiRfh%DrvkP$Fc5D5fI{PO;DW!Bshv(`#vn??<}`JVMkf00%6R_4%%~OXPze2;u-M
zQV$fEWldRzOLh_5qT5VtH3X_*_`b*2_W06N|BcT`BL)U)CBOu(*N>q490A}{FkpLG
zDDSeibh%zu8ossn?RSkJbBuwD^l%oRlTA&BnhinLYg-Rdo35MI{FWXLZUvtnTa*83
zz5G9s8tQuU4cg5Et`8-oW#_-i&UQVXQlfwZstqs_#FSOg=)<m-i=5Ml;Lshp{@B>q
z=aS{;krpj}4eHwl5+qRYivHQ0|0ydHgA3HKDKxuqz|d?!EembBBzqB53=l0v5nB~f
zsqwfgV}UA7F*O5K#?A06msWv<Dn_D5@Uu}}0FSE=rnvzt?*H@KOaOO0qp8){47EB|
zHO+=z6AX<KdB~Hs2E5B~ezTw^GfvOtyNeY18Xj_XR0sV;X*bc+Yc(2k*V93FBlti2
z?C++*0HC{p7#NOh{+{P5z!-##O?MP31BB&#o-aPHq?qQAVQ|O8rJ5+|+L;cNhX78E
z;>(#YaN;wb|7SPwFTcwe;LeKrXD=f0NI6okhqHr5t=enuF5N~p_n%Er0##s!=5$tY
zry0Gsa&})(B%k#)I*h<KENn=B9{Pe}leT-q)}YC<LCBqdM3xqbbkbG{LV)C>96e4B
zoZd8vEWP`-@pb;{50<}S0w_eV^5tf#&y)w*<=dwBI$<8W2SOd{Oi3{04hsfdFzZ&=
zJ-XQ~lD(O3j)3B&$mEX3lk<Xt2m)ozxiq62Y_jC6L*Vng+SOpY(>e>v0tM>EB(&O#
zW2ah4w(&dt${O&Dwxmt^j{@(AUEU9|ct{q#A?iGSa!!yDZX}Nbn8q%79}LiV7m|!j
zHm*j(`N!Lad7kk)5xEHww;fQL-CquzUnrdG3QFy5??g7drN|S<E7;eYZ}NN-i*n%|
zS-g-V>)=a73cZBKVCZ!Aed-a<482)t>kE77U5VIcg`2*jZ)sipX?yItOJKu|wqLUg
zNZ$&xyY%B^@KI(Oi7kfP(L2yd7CPoFI|%>hz4dtSzSh|99eb_fsJ^S9yu<lJWrq-j
zj%=_3m8cMDR-J?GW%u#Y41{o2o{~s$SV?NQGuflLrL%YEL&;s0rc9)MZooJpN_}J&
zcHj9aDgq3$_I1d9km7vqWkX&7LVMraG?Q6A`WEv!XNgD66?M}Lm!tHqWkWOh3#)U)
zMmaIn6(Q|S6GM{>t0z)UB>?BB%JP8xyr=3)t^qsPsa&+pDk^6(v{Pby#zXlsM<)5t
z+EtMSF5cOlWj9Xn;0uL&1fm&}<5`U~r!hYr_o@%S@Sn8yJBT9Zylu>{U$URkuP^y$
zU3xL09TIIqv0rX{TNB$-4)%Z$7)v!7rf$SM@?h7UGsK;+zrV>5g&IRA);c`ES^w=L
zQiO7Zig1t3_uuZNo(>u3l7Vz=U;)!6WvXj4>xLZ{1l5(yshEzO@8jQi<y^mAcYYsL
zdz{tojbtvsbHdfn3{NwUv!O^c`naremA-nR1#xBn(}D#^mxgk$w@|rO3$Jf%*|luI
zck$W+wd~K|2v!eO1|o2PC(eSvW{h}JczvP;8e(XY0lP-w1z#s*gP<JUzpvw8yX>`$
z8k%VFNyza*X+vW7xb-6I^zYS7^>bLm+RCQtRp2*mXRJm$6c>6olzX%MHH1qD#*0Ax
z0WC+JwIF1SXCQxlfx)?yIon(1B|y3`mz+X13gXAIqeFAB#@4X9**_8(bJEI5m$X$1
z>`Vl5K|VLPp4{Mz@Dy{2EJF&`tL*cHUpnyXF22I9XxCU2Kj)wU@f=0|X;J5<z%9K(
zx8L1?r`0*|V~g@W>-7l!6hr)XLzMC1nIPi>{37)J%*AGmGJ_%3%`co0&i1`6KLl}V
z!otfg_|JJ*H!;KOc(qkL9YYQU`=3rDhjarYYa{8o-M|d|&U)!cLX*bb1Xm#*@5u-&
z6N;KGPiR<nH?@ikV)c%J+o;`fVO?9YH$YKWklX-lfoj9ZLn>-w7Z$j=!tU()Ig4U>
zC0II_2U+K?DGb6*cF?SE_l>&_h1uQ9HKe0qteb2|I%#X@Q|7fYi_HNFEFbIL<Kw0D
zo9A*-mJnj}q0b&E`Uj%okQU-SHPz-Dq=<R_e%B@z|Cdh<$*((IgkLHzFX?21=;l3^
z5%j7AE=o}Q3!zygQH5qTyQl(PVHqFE(xEk@ph#IeDtK=8vHRj9k8o~}G3k(}H)eqM
zhBq<o4ZH!RGH^y1n%>eysYZNb{8VRVIY4@&3!3DlBo$8key=Ud0buZj$#220%K;cd
z`<WtZog(tjB_NlJ2IK{sBD)esOj29qWK(pyPWJVXu?Kvz!#SZgG>{wA3*G~A^Vh>e
zk3v4k*#P%ak$qT%x|ge0NhqE0E&m)`U7#~92&4|kq>y(bOu&BX{I>RKH3%5pv}zqZ
z4YMN(>~$}m5XWQ#&HfOtCeF5p=*IEmaNT_)(}gGVH?XP602nArX<Rh7$GsfLJ$|oV
z`=2)n)l4m+y}Z1<r3^b9O}6rCwQx>!KNTdz)JLlo9HbYgW)#}b00A!E!7<7^1MDDv
zA$c*7mz5rB8h$Vg6RwUM-{+3-3ZQumU6n0sY5;(_(T*)LeaJhni!SQ9Ylb)1JQw>#
zg}1D&HLldu+^l3m)(E)F3k@aO9lAtlN68VKc79Z_50+lA^5Wdg?2hCgqsg_>*0W5R
zfmTxlZvdweIKDx{z(llQUuZEYH?ne{$@vWmCcLp`5u@*g|Gg)k8`xU{2@buCxt757
z4^NWEcGQ37yJbxdHzgz(xT2{zh<Mf~-v3iW6+A1%kZ=!f?fZ@7dtcsuzAFX6CzBTu
zX*%N94ji1pbVh|*cT_TYa=!9fXF0IOv~sY(>huzPzHP5vltQuCN}F4V&IrwO6<O%R
zsk@F|cXa1k4F6Gqeqh;L2H6jE(~#^(_Jzo1Tz>He8Gw_FMv6p|e{LXH^Su}e%>${S
zPAp!HfrQ@|ei~(_*i(O2bn?gL!#7LXWTVPRF*Kt>KWTckb%pNcm!<I=7bj*9c>Q$n
zn|gc5>|Vq)^u4tg)e2T|kjb9CA1z1@uXe}AzfiJ{={14bG~ELwT@H;)J-1(}2Pcvu
zw+U_P+n%^0vqe`&r73BgCKmO@JrdXfq-lN1K0AsM&kqcEgf~n71`NHX;;TL^L5l4Y
ziy(>|n@rD2>gYm3<dd$4;#tJR9J8j%vTu{|^bEUJw$UJc3Lr;NDN<ZT4t{jbZV*>6
zhDSsU{9dRw?TXjFMIhVz9%ubZw;0){n5B{4r1$7S9>&D;QNq0^dpBI2_<I(XdF@sY
za+zZV`R7Pn6fZ2j=OArqqTGMiKIU|=Q{mi2ZWSEyGFRo-qhL$d)k`=V6>c0TI{%~q
zqU%ZW%rFsF>vS0;lcc#-!P3M|eIPV#Pdwm6%r&Ew2Bu84(N4=0hL>Y1<qdyoR%@{5
z(K@`pkiV*f^Cd%R({p6t?vA(PQ_Y}qO}1;<!{!vsSzA|)00&5*mkKtsB>tLo0tHPJ
zWYB6NjMnJ06Ys^!gJ$=v8_MV<9yeIfT#x^yp3a&@a_K>!>nKlkn6|CN>zF%a?m0q#
zP=j{7EDx7-s_3rs7Zw9Iq;y6OdYi}?Qamr??Em&^0y%Q?s+E7E#AQpVrFm0SMf&wn
z>A)46Y0O-1gKDgOKh3|+uP_iZ>du2C158mb`S({6ib7+H{;0JKT<;rPZ@$oCm%I9_
zX=TDXc+9fHi|ei5Q;)+g;g<tyQ%c(hBF!WS^^VR1?3?#?^833#%wgJ8)!w+~^Y|gK
zyAmtwZN*qGn<wAq_?m>7pF5XOv~1h`QYaTY!@NOFd|0YE0p*$3Wwxh;_VAPrgH9uC
zk#!-eYruHPfzpH)%PYjrmNrL{{A2S*11qa7_aDFlrgPR>RQ*F0pXYA=>gMC4?CL7O
z!^7kHd7SZ9$6c@2fvf;5cT00PL`T<-@Dh&ANI^ZK42hp+pU%_KpgTGYZ>Lw?l7drb
zS$wRLJs96oDRy5hBFUn4&)dA2a9z2lwqKlPcx+Mtt7?VLr5yI1nxZiwtrZvXqscrS
z%9H3}s10;pyVBle6c*b|Pl#cTmgu;eW5IBqw?{3X)F0<#KI>^_LfVQ*U7*!V_5Rb{
zy@w-=zMo1Lx1}t)J|THHq!92tz%U2iWJX(dRu(SI#2sQA92ueM+Ja%vVS<^RNkDy|
zQisViKwbn>?%+Pg3Q8KsiMm(PxH(~;21fAZE9!=;sT@r1fbU&U)mt|mFBjDL5ks+J
zZ+CsE7b`bGHF~zIKBj%86H>$W#UWCQdk%+e7M6#<ex4-th2pikZSdWh)pGsK1x3)Q
z6xlFyOS8=dpt6Qq-Sn^GibVSnJt|TBT|Y>enVILDnm8t4t}ts>WVe#W=`3HfW`22H
zpff3|==DgQfQ2JD*l&V5sa28JsP&n$;M<7D4B7n_nJ=)hy^TS|=*_A8*Pd1fTQX#{
z>B*mai{<Ma{D?>w?w>Y)iqW00#fL%ubeM)_NP+6E^7B-V1!*UC9#{w7@>n6x$PAtJ
z*;cth3Sf{f77R#rhXJWudoJtS@7o66=YC#R*4HQH<>gIYA1U!yfi6InsLL?VBzuiz
zprOo<;RqX&og`VYVy`d5cHCJ#m^yE~!VsK1KBp~w@+_sV%;7alx~X7cEnyw}wTSXS
z>01rj9v=?Y*lXw6@b7rf2*fz`-Hl=4xy0S$b9ZTXaHp48B&nw=Y@_*=$hm@oC%=DJ
zC=)Uj+k`?lfi<1qEc^)vF%UP*H!t)DdhpML%jLJX);^2^#uIoi)iySgwS~KSdxt~s
zve~|JbwO>uK~g>R_)Dql3b~hDw28dPoBiO$>5Oxw{d2bms>RQ31n|^x%;5~rQ`A<e
zG1N3vsjd8a%BS7kY0ppfNum2m(EZr8Rgjh5ddAi@<s_6H6m)jFC=~JR`uIJ|JgX3!
zo%8eEV7Z40FkMw?uL!{qd@Yx3rZIwnNAKf*DKIN5%g+L8B?aD!%eig1ph63MW18#z
zV}#!#OJC&L+<GnSW&;_T84}^p@*Iiw1%1=kLIDg8!N-0wha0GhJVK@X$=yMzbMK$4
zZSHdf`#EMA(sb1`0(%L}L(pj|lj?fvD7YP?E$9}8Q*YlTw=8v_r+p3cTfps%*q?aD
zq!~ICI(qM?<H-+F4Y%)~Re!OsqrWidAfK-@e`^}kH6LnX`swtG{AThjtgLR9!6xRa
zzp7THxIF^K?|qk~?<mkxal6fnD(TU2R>n&>SiTKHFM@?oV=KgXI@HL0xx3>jQJa-y
z9ozVM38uMPE$bi*w}T@kYxI!<^m)M&QW3r7x4kFuXew@+@u=l99_@Brgc~Gti;pfu
zoe+lp6wTLJWd-9mDt_&5nE#tDjuC<#Ra+}i$2-Y3duX!?e0+p`t&lx;?W}OZ@m?RL
zosdW1@p<D#_Xd6XYiM_Chd3Dkp~0$d9d;0<xY0Z#NQ2ldyerO0Cb9BD+)K91MCEcj
zyD6$n{8`A<vv2NYn{sI7T;ZMxg$x!;bAc$L#Dzn;KBp60`tWRI)Oqlp_FQ1_0Qdi%
za*neL=*H%{&uA#_URZVz4Me7rOyyIEB~n~$7_cQi{)&H~=_u>RnU=-yd|}kv(koOd
z*j<0`hjQO+aOTC2OgMspA>9-e5L#EAOG`@=_;2`aP77)&2rRFx06T~AZ31J}jsoI|
z!H_Y7X+y4ydHI$H`_KHTE)9`{mzSmxhQe*<v+8X3Zd{q_k={bDiL-v}F=pAUObnuF
zx936(m<r!lHncSm6F>Hsk3-~L#V_MMc0&o#cYMM`#D}LiF9HXD+%AmddeQUYe$5P^
zhh#>O3$w8~swKDHp9vg*&eGnco*r~%o-ZPO@f<#tIJKd79^lUz$N2s%B?WFyj6t|X
z4sCF;x42>Ua{SYW@#6<xJ%kDLh~rvVNmB#)-Uo~p4}-n88ep*1{V`w-nbG=RE@CGg
zhx02Xwy`!K%Q<yMgU+>vMlBsZ!aeh<iT1L@Y-&rlEcN(UbfS^c%ExNh_=CHyuMq7~
z=Z8713rXK<aAqHQbs3y}`#t9YD3@rza>DFVH9(A~zdO+A<7cnR@(62n&o6psgr|DQ
zmqcaSe10tupS`XhNq7U51@lnEKw>wRBNJibW;(4)OR#Z7v>goAtQ;WuHYLxBzD67Q
zB}mieg3m$~XD$F`P)(?maXcUEaphotW|fo5_VyWdVL=DA%rEuMm)gO;bT<=xER@@^
z)?2$>RimGu@{0zAVa&EIjbAE><B0ZDth4XOgWdHa*1R7~O>L>}3&#zFBmEEY+eK<<
z7*(*-qLk9X08`%l!|qYw0*L)!bUR7anM&8{h<XF|gP3T)pCu&F^kE|&l~>PCbv?U4
zs~T#Ha-#~L8rPx~(lGn2NK3#K@yvkSla_hhE2-oK(Q7~~!SFdsze8#|dozU2=3%V{
zPG3j_pwB<DAbD>fhcB7W%{-3h5s{Q|<(lKyTF&ls6sq|xRSy=}NJB5LOU%{^F`to8
zV_r(S5T~q7uP*Y?0ZCL%i%|~~?>O$-KUez1)MA~zJlRDn@~B6$B=f|)<2@(t@cetj
z+xl1=N4BQ3Q*k;)sFAwZod;?6F#^;vEof)Z$xAPl-7M|7@>9&9=7RwNh=40`#S@C3
zF;0Wn^7k+|3}s<O+6vs`Zwk))_N_9Db)XRg-Tbx$=S*y(U>%004(U_#d@G5MG&ZvQ
zc~n4luO5{rN<t1gU6_yhy?%p>C?hL)<<m>|-}nD;=6#Ty_iOO`y}BW-AARnWZ|Z;6
z@($tB*=fCUc#DVVSe>WjExpaBM)vxyfQ5wYPT$!uf9K>=&2W@(cL<nbWV(OVJ6|_f
zeg>+jx)&#SZ?B~7zKd0qSfcF|8tK=Y(h6`%3kwmHnqJfkSA3Umc-t7yt4ql=cPdJ6
zFfXqt)MQ_`vWY)L4fJ4@B(+1u=;hs?_TmDW)7F%G#5?hA1tB-q2|6v?cvtAGkl{&@
zLr=oBtSP^ujks+dal&-;g0lAWops+;hPghPKF6Br`Bg$3m1)?rK*+!l*(3MGl6IdL
zY8sWlOT6Fr`zJ&<2et00V8c+u!!j?If@i{u6*dc37R_F9oAfVYhp^wm@1ku8?qZE;
z>b5LxMWZJZcT(@Ujz-HHyhKnle4#NUMVp!rrV(}FSoIe~g#S0yBu|JV9ozBKUvEqd
zoBkH(Y3A#{G~t<1e6Y8E$Vy;kHz)A5Fu}4_T_`0Ov+i~ASzA^1yfw3!$$9qHOV<Z1
zr#}$vA8U)`e{0@dZT%s=WW&n}CfarVg<)A}4SlU=9u>&J7)#WrV`{?>uY%}uY_Ncj
zQuW?~epY;~Pnn$t4y>ls8Y63A7#QIyaLgi-rEDJNbyj+oA)0k;%h2)>_SCrN7y)U0
zP@ovLDqm0Mb6cL*QK3mr1R_)z1&wZ=vKGO<(3M6sCwrGb;LVHXyFGWM``*NrWWAmO
zj<YmB9c$;`lX?F(1;d#0nHGktF45mDZs-ttJ)Bv=1zYC#ZSgGVi}F9Wd<WdwJL}&l
zxZ09zJrnFDyL`>cPL|3$O|gepf}U^<w}|?~Shhs1dQ7O&J%P&PUe}E=?V4N;NDC8T
zJS)o6g5enqSX;_5414#n@K3HAKb<y<Rn|J>6m{VdFnZ`)1<3n6D3v}PN7OE~;l0y+
zkEK<SxG7$m_%y{lDQN4|(WmLjd&G=E)||RiisWTn?DUSw@CNe;xG@Wq-+Z?8=*@$W
z17bsW7Wx>vM|+1q0W{4gUC6MOA80<)%vR^iD|jUX>k@XwvcfolE;((8zS~c>pMg<P
zr;$WGD*hoZ){ttLw<)@U5q68mVYPL`m6sZ-*x=7rc~JKpGan|Nevy9B@FrB=tKau$
zzbiYBnkT9NPn73SFv#DSafeDj3S<*D2Hcll|H#)RiGS*SJXpb3%74i=XeH1tkACg^
zQ+tCW8@A;ckEE+Ysy=4?-fZ8^?QWxcvwk<<T~6%jV1Nx7+^!n+wpxEYUc5h0$2Gd@
zhbpw1Re5_mpR>{8-IlxlMX-AF#dpTbjk!JGlE!j(j2A`%_b(g2PN37uoZdD?n=LAI
z9a|5wkz;S(2)8zFDv2m5I};HQZEExz*>mQXMMUJLn$IlIsXi|~>8)MV!J^o43$NDZ
z!*NJZ6Jak=RUA<j>zjPeUWb>!@N#Pk$4{PE26YJm4nR}1{zlin6w_nD{Z7&MrRmIx
z;FGRwPUu@q87@~QbcItbYsa7LK566gyd<}HEgc{7aWN5VtJDa=8%G(-Dzc3)=*<A#
z!j60}M`mcFz|_#G$M{lJu}?w}r{Y%pbFtT$qR#VVa}I-!Jvmc?#aC*FqLmztI_1<r
zd5hTHxc!ooAvnG+C%Q)~X@yhNSr!kv@MTQ4bXl1|Dsf=$>rC*?cxnmh>&eL!o##3$
zHFuc+LH~xst+VPj-Cl-3IoFIEanDt_=9d=}NNn7WaA<?|>iPx97K|vCuFA<=-Xzs|
zH9cfvkL6{!=Xg;wfJEq=zx1c{DQ30`wBFw6<^}`_guWbYn>2dO3$abDedzpR(Sv=%
zjN=$wIJmEo2iwfpewo|Or0m$(Lto@A#*Cbz_1S@UJk@dj6^=?Ov5N2x+zz)*ZngV9
z^bfRTxI3LfaJTA_(e#3Eb}4mdWJ6zpj(X8l%5p1OCq35%$Hs~R>1I_poaRBw{dESn
ztZe7`&y&|OJng_;Ssug(%`T&O18o95=i4TM37e9l&_J%)?jkBR)2-<>)8`fUue9Cr
zs2kfshqkvoe@i%c1ZP(0^)T(=q<uf^x}@H5clTAk^$!yXaM<u!+QCfTo3D0-iGz=(
z4oYFNqGjh*(w_XvChT(O$!Q9A9O<ayx$+Our?dnhyMlN^+K^*;=OV7H9#~1$iH9T;
z-swIte7qfw5v4UA>6-g+fDFVvG@B8smPDQ_0lJfK(cfPcb;PReX4J-P83?!d{JO02
zqP6-$*q0+9_et*yKeuZ-dG&UZb9yRi=7Cg%|I5Rr7hxVaZDkxta4t;Az~fiP4%acW
zx06#t=B%nJ(D7J4GN+h`U0jFmq~(@6zeSfeHNnyKi$%6~am~iAbM7q;CA9qPt?>B%
z@tk28x%}i)9NgH3x-m)m*~)_arKtzTHTE)KBQP)cEw<Y-Mvup9tB3K#HOzmD?KIcG
zZn`O99I|d>e;9`Vma#StEkYkLv#fGT&*Hf=+pP+MLRs$1L|w&YG-I5Qy}f(F?OWbw
z?thgIUC40mYm0wmXi*xGZ$Uy@A0GG1LnZ2Y$yMWN6#DXz{v#am<ZE7+t$f-=FBeGa
zOwJS}7V7;0&CpL0-t2Kcr%woQK8jC#_%vmgcY8o-K(g#8w;yr3PsiVT7h6Tsy&9%#
zFRbw0&d;gjQ7aegz32%_K4!^^3ptEY)Ar;EUiaAdW_}6yhLz&FiwO$)U~BMo-~Du{
z^0KDf-P;vCCKr<tT%|}MP?`JI7ZT#fsj--Z3<W1BY%sGn_bZ`PjWS9j$=T`~AHfN6
zyNB0IRHAGw2%IcXslD?1$kMnRxEr@&@k7%^=+}U+&^@Q8bX{+*_vLmFSkw&=7fq#&
zd}}Q)tL<7#<u>qLPEO?A44h(RJ};rpTvy0~Hb!0Ndwgq;!h;n-coRuF0t4+GH+ohE
z3iXBDhqLn5@1qU>vLi}19!;%dUx%J5M7=<WdYgJ}b^T9+jMe3ao?OUjm0I!AP(nsC
zb(K*yxoH~Srix=7t1`69?#9L$veIOQ>Nz&qZp<n<2lpd&(Te&8TR>%Y?71an-Jd&s
z#!;CenvC|_lJWXdcB~ax)E?hHN})aqUo37hVl)V6hZO*nZ;^p{J_(ApVJ1X$^}L8`
zQ**y>Z1ZBkrYq6=Ddl2xe?Hr{DU2QEzGM7}yhDy)`$RhwAL?Gq`_|vMr<F0?KqebG
ztw2M9H#L5yO!3N6cE`r<0A0oIC#emAok6YXK8&ULKnqhdVvmT4pPv>JDKN5%1Rm4t
zyx;_9`=X0GdIhD2v;+}v<@kT$F}+r6sgHfl1}21k7hV!5*iE@IaFDojFJ;e!2S+On
z$-lS_ZwbaD!2EaTZ<V2G_rnacy#jDkByV1^s8f@{%3UuqubaB^Lth5JX=uQA;E@`5
z>w#fhcyDK`p`}SMhHco<$qmr}x1uwcKe*jCt!u13<oa1YLi{~o`6}=5%4<IsSfQ~9
z^BL51cnM#r?5&TiI&y`tIpNjv%u!tETk?JB%^z<<)6=!f&yr4gRq8#%tk4f4v!sed
z%4hnDX+X?s$<JOS{L)SpSw#D?s`bo9uv1-R6)*A511Y!pOMaVm@WyC&wz{Q79UO6d
z`ftoKW2wa|dO46@i1%`JDB*Z_EQQX9FQR7pkdhNV6EawCb2b`PU<;<wADgg*vH3m>
zgCY=JJm~uLib+%(AwxoROv}nGnu?<v+kFNckm<$tbvY(BubiK~;F)SdeGP5Qd~!)A
zpg29$uOGv(k~AFj!Z2hMSwNdt9H?%_;a8^`-hLD-MG!T;d^38w5e@ZWYUP?st~I5c
zQmu<hRgZeh6e0NIqbQoLUd>gW$0B5qPT|p``U}3t)mPqe3Aag+X(C5o5*i7dUb-EI
z@ydH;LUdXEOWs2|tZ#D{Ln&>S2ksB;>@Yi6bFzvY8CqDhpX=Nc3USj)d1K{_Rp0wV
zK>fv+OAjpW#lG>@k0L5YKe1f7T1zASO&ArC&*uA56IVT(pqG`6O4Oyp@P1sP)aKKj
zqs)oVSEkf=a8X4FWDV6@dd;l}p8!G0f-mN4xn~DHyI-c;kk>yEq?MUr1`Px7gWbex
z(Z%aZ7pboEaL`DSf?hFg9KXCrB*C3Z@p9xOwNkVEL^B$_V#qjt<%4G)6dHwD$T*)3
zcE3s}kBZR?s|zugGA9Rlt0K&lguL$>$gwx(%x=HElAq?ELn_o;H_s@hl-|S1MCh~g
z`=XKNAQsyLJ)Dh2GX0>W3w_4g!Kac-7_HR8rev;s535P3Ex)tk9JfbcKag4c4~cXW
zgT~u0&$Vz@PTe#D)fL*Z#6v+*wB-#fb$e7)5&cBrQ><rei~^jIsqbvd;oMvP-gPhK
z(ZdP@*NaM_FX<Y0{nhb*%)64#e|g<sdVpy`&Jb(t<MQPgtbi{tvT)<jl-EkkP_|ii
z==e99Fq+~<i6S#q!4WNTv?2_w;%K$HP=PvD%q&UnTzL#WI1#-x=IPU1O(*>y97J`%
z%F$;>hUg70V$U=cOKSM(#(?I8j$8F2uk~7@_v5VPrKHJohjT*HtJls5zdZjL^ZI`L
zH)QxKhl5x&>c`C%C2~vkakqf-rKlZz(tNHv5hYf5Fz>y9P)_Ko%L0Zc{m#<-#mLML
zM{ClXyHx{RudpixqLioh=!e)&DNbNL5IffzHu##>TGYVf_x;9`evW#uBD?GN&~VLx
z0B|5=?)kbMvxlzQT;M(yxM!@~FN`bx*frX`BqN-*^n1%RK6l4B?)Pim?i!QB<@>bW
zONX8B+7D`m$LcvGe?Fvec+9iu^-_=*XI;@^I&lqmpwV8ku#e9ULy_K1^{+#gYL40a
z@DSN=VpMaH!S4#^K4UWHUWRvv2eU;s4=YGO32EHCBS&U@=H;~IE!tML8=?llKVang
z98zy0eGTp9)lt5PtYN_$pHdfaSx>;l2RfAme&b)cR!cktg6jG@@Xmgq^c(O;V(c|x
zFInzJYX2YWwQspd7uviQnSb62aLI}5Q%<VwXE~3Fc1PzXs610M&LfTuqO~M#KR1Ze
zO|&LNY^j>CX1OL50(Sh+)bWxn*0Msm4ahg1K0<&Ma3cVOKbof)eMAG13}?pZSzZby
zx0RC;rTXpps!!6u<cFd^vxu@7GY2~cjQlH@s-!O1dgI1%g=*1ZBg8eDun&fpVKf_V
zJ5B^PVLH#a?P|uY{F;vj`VA-8Nt)xPAN5f_=gvo?R(xtNGe43&Cvs2K&?YT7_1(NH
z)`+70D0xmwB!5}Nz2P$irE&4qL_N5>u(T+e9}9`~G@bA~6EN*>!u&RPCCqCq^>L_<
z7gvy#8f8jVL;mWmv)Oq!=iOiqMk)!b*OnNO8=ko8IYY1K)VQNDyHi!Bh8D)rJNPSg
zlg$_#0r3_gZXC|@ByY!;GlM&%Gw!l38fS3@?0Dg*6JRXPwSGw&#iH(|V4Zi&evlfj
zJH4rg7m}wJdrOyA5ZSZPhE9O$ufo#cVYHLQm{<z!8JM8@x%fOXmU2o9@j(-l@;!^m
zB$-FQ8JW?J=cv6WdsR^+9(63s&Pqh?6o=!NGc3V=*FW#!D*m@0M4R!H-I5CEQ>$2b
zc!aM`P<XqaUol6zC)Z|em8H=9ADX^8tjYI%Tj}l?Eh)_g5|R=kAkr~PI;1;fAe|#5
zCkTjyG#f}a3=jb+=?3W*fhi#G<LCQ(|K!+?ZQRdwpVxVvS4AEE(U3JpP5`OYf73%h
zekf&Wjo)c`x&uqA1SUG?<>f8K*3;g<#eAy(RUbX0oPs3+>!(kzBH3R^(X7P(=zWc9
zZTSiWd_#!AzjyQ32fMtJejzu1H*Z76vb?NQz3|wUmf5-3DWaoz(SQuUyv$-larFcz
zq763ykHHEr=3PilfLuSJ%pQ*>R=Drvm1A}AM0rgO*>v7<MJ4NeqLBQSj{oqsgR-vg
zDj8oc7edvL^YabIY(&Hr#6z!_Q6od*uut_I<O(K=Ft(GPF}1gDF{6IZ;jKIC4XQIj
zLEY+E%!)33>c>)>j9)H?ZN;EKwKNe!3$GB4ruW>&9s&F13jz!$Q|1&G;;A2gU^5`7
zKa#Y{@F(I<ip6^&Kug5kO8s3Y!eYcp4t8%x`r8%8RG0Uxw~c^%goql+Jwr`qXmYw}
zmO$F$4^7)l`pr%UJuHiSI`oZ#7!?`dL)avr+YlMR<Y5Z@R%CiZD%=i=#(BbtCRJ#A
zwYgKRhoE<f{e4EJ^D_XQzKZXW9-!EdH|aML7j9Qf%ymdws6#_Ioq(f~@nhrngZG!O
z!GI7o5W_|8ntYB9pL&S5+>NHu`1NF5DPH;EH$|CtR=oJww+1?cLbjvdR9@I1zgE(^
zBz@F1HzHk5^$w)*E#QC468M=#Hd*dEWnF}QZ|Xu`DIWRt`P`vlf?;PYat?K$U-*^I
zPu?)iLvGhom*@~@rd8XO&ruLSg4SGNNE+8X>ZbZ6Ju(UJ)ks%SlllP+u*_|S{T59l
zb}3|O!C$cUn+rG;JmFDeLq!to#K{Ua)OJ70^VOWu>>(O9cY50N;fQzC_osY@_;IAA
zI}_FvKc3;L&i{^?BWQ=Lj7~*KOo$*>y8yOz@U#$3e9NLCmEmY(f)J-yio-GK>2Q}p
zN4lZ7X7R<aG{K|#_=!HUD5(XqWLlH)v4k*{3^4<0*gDX>X`v7$o?#_6QbzmC)~y(u
z2bW=^jldRW-$=L${bCz6?EsgUC%O9`Sol~zwBTctqm563$o68HZA=?$7ABXyt(4>q
z;oQ!KjwjF%vimg9x}}Maq_@NCD%<kq@87~-cr$jxKSWcFOz5-lmOHB$DidFA+xoM~
zlAi1`+hu<5;jLlt_M&G$sEd?o+4Vh`VJW7aF086~>Ll-bEd#W{hT+i^>^H(kD|(a)
zaovv)Zbl^PgRn2s#mdrun9*|kRt1eI9x{O8fPfiL_HC#+L1JKwrxnVKN#%yjCdrRg
zR<FW3dnS2ff7waSm+G0e<yr`DkaBtdi&QTmwDTr(_wlnHu?|8)+zZUP_B!T}0;lWd
zC$S{wpp{agN<aii1G$M+S;bp+Yk9sBwZCEfjsMC2j(aY<)b>@BkR<Wof{t0>BU+%Z
zgC+Ol(ub_W6u)B!#PP@I`BHu)pVq*>8ov87H{=q@7j(U+7%iS56|jdzv)PV<^k6G6
zeA!@<^n;70_NI_kU>0=n6k-uixWCh0m5Ez*+1PTwD~`7Hv6d>0Mc5`+lFbs89qqD*
z|1oFgZ%-?NJnp8TE*gRKyEBd0V54@vgex}G@&O0_Aco4d(|)#?5n*Q;VQI=8dV4XO
zeU&E_Le@GF+^nNCP_kyv+e7BsSI2Li^M>WM*O7T5q4jt{Ar6z6O`;>D_%`PQz3Kds
z{8c+Aw2V4(I@w<5avry9^103#f7E+hp4CHU4}IXSem+!4xG)+*lrTgx>{F&Tsz*gl
zk%8><cUnb*93@CADu*KPUjv}vOZ0HeVmmYx(2}pXQCFwx`@M><RsMIrV7E`nJ&=cF
z!sQc~i?hluecp_~!Y*aPMwX)yoiD1*y`QD_w*2S2T={k0@d6`P{RcJ#wRu&8pFA4J
zOPpFpag8$zi?_fQ4_pXcc)j*-9?x+_DN1(J?zItt7j>zbWJf47-o<4~NJBU66A)>#
zt*=*8a>$Qjwbk){VJ{=U>*CvfE<s5z+}~IK+Z=k%6QcdA{#goZj}$kJ?a}mUQX*sL
zBs9ej^$j_k)OQ;j>DVq##Qpj~Tp=1&pWU(+o(E@8o%UgW`cPsZ$`(pD^A6oDv1!#b
z_?w4Lk*Ar(<tXv3iQeK-XJLhcGT}k7kt@mLUQ!#r1GAJ=;Yf45?EKi5o_vBEOq9!>
zxd)SlYbNld!iUJAqNuilfZ+eo+q~Tu*OWa|CuI(sX;mtNwUu-eUXP69jSjVAA#z>_
zVpIAv5nU;nYM?`YeQNHS<Q&_mO?JH0GTg?<PNQ*30U+~w-gZ-a3FW)#lBMt?l-MVf
z;0ochV?Evpwn7{i7Hb3x?&{24GASjpE5bw0$ZSIv#k)Xujy-B+3L=l4^eub%r>B#H
zS`i;Jd*VW9%iE)Ld78%TTCEW^Sp$;lk5v*LV(Mp!Z8lO8bn5cnN*Mpl5z02V6X&7M
z(==v`W2(e8L|V6~{9*SbY;)(^WB^(w&Co1nD0v@LSWnsanG3w~jGiiaAn=#n=}50)
zp$a(;fTVA}?Ag1WYE}*=w<<3ITi^#%TDBg`99X5oX!O<}7H*sU{0WitSW$7k)QVf!
zQXKe17P==6!{<`geFNBkw}!;%C%d(mt{2O{y&va#DbIvFEbdKKo~S2y+c3Lcf6Ggk
zvu#zfs#}Fz#BFNdge?ZAQw``uu#8APYU&dyyf^f_&2#72!frY*YC74)$!UeS2}7k~
zpGn+*9rOShDgFtq!Haj&BU_|dbtxA`Thq4AkoOFqHi|r&YMIcRcY^l7qxL-m&eliX
zT};~(aZUo;5Z~0!wv9{+nW&+~7%KmgJt(U~WHg^}DyiR}#Umu2a#8@gw~mWJLPnpR
zc8jE32Vcr~>$LishZ|mqlfJ4$Sn}(Mpuc2TU=^`s=ra{JNCP}Dwl|^f!+R#YJuCdU
zW=8AMY<WAmYCt7-`;#2_40_LzW-oE?SQ_(9k%4+NvoMP;j5u4EG$%yse`malZgl`q
zxKHAiqCI_>B2O3R#TdyK{6|luZ=?)D{Jjq>ntf^A`TWK&7w<oAQUY$avd(_ubxiAD
z5^gApjzWGhrMq?)XM}^laNU>$vgj%pP_|~OqZTCTDdslEEoqCgzrSsAj3#NYathqx
zC|xI8z5MeJtASZx_vwbNo3j*a)TcdDzQtw)2+@@VDfSCtn^9}`@otjrn~|N%XSCxA
zlQ_%ZWRG)INhJ4Zto9+0{p3DLfVLKje`xy^SlqbAcoNngOrzl|2~{GT(NMAvmNMYq
zVBdBkm`(`P)NG72aZqVWZv;B1KB78k$yrJAOS?S|+>{BYKR*%F^6Q^G>Vz`bkk-oe
z!w%XjpwEdUzM(}W@>OaiX>8<HF#)^(agwf{?Y?XF1AFY>X=<7&4dM2ovVWQFrnt#?
z4rRHUT4`$HDaR8|(c6a)+?~e{V>E~&R|@BP%}2bZ`^lvzp=*vLO@~sle~$=HoUsy>
z;#mp2d3*3$eAQgmwPp-B7uZi4h*jr}Kdd1l+~lKASNsTNm@fPHrHBXS>02&Fu<Lc_
zo5{Owd6<ne|9Qo&`dbj4(^H#LUE%GV<8IL=I!(RPKIcT=-Pl>r1E*_x+i)))y7?^I
z8eJX<JhqKi|5NwMTEL3XTLQDdQdQDXbULtYn-G#MDtImvKGbRgwL!!gx|8ah@%8*p
zG!A6bSm}LB?f8LKFKN2*DWZll@*R*&I;o=;5SLxgg2rP%6!|G1MM1<J`0pR7Df4Rt
z+v-R094{q*>2)<YT*Tgak8^YQF}^|{-?B675YZ<rK*!HL0VKu-i&zIff}B?*GEQ9<
zqc83^Qjpfi_FV4DyE(czKLDyBY(rBSeg&X^?V;o{kug*w$Jo~o==b6M-(Dl!KPAH>
zlca+GGAF5DBqOu392h8dgc4&Bm4q33x4_D-s7lG2DF9py>T4MihC0m&?C2TdEZInF
z#+?5__7~t5A&Xdf;;*e(O$lCfVS!5X!#p$|r<olq3KV1E#p8cqG$((R%LRHi{n7t~
zaODNbD}Yx8?ywCoE<YIoiwp`5I=~H+do{1+5LKB(l$E~jhXk>oC4kidQE{`ZnyYr?
z@!hu+z+d)CV*h99;4_(hc85$XhHUeZCB`URe{oR#JiS2P0ZNCH;vH^Vb2v!-?v?AS
z*a}MqBU6t-=>j9cX`&dzU4Le2zxdX#sjRxZ6L}wEs1DCXr5@tu2dPW>p*FV;rhkhZ
zQ1Pd+jk|pqR(8}@d@O*-ZLl?a4F<+cOxq_a&jJvWw>4$n+f-E#Gy5wugClSv*RP}g
zE8M{pteHq<)pCC1xV$T9P09^DU{w#c{nxkm6X&7eDLBliN<;$PqBOP2a1~v4F?QW+
zYQ#|gE|j0TFp~~G6B68F|LgYj_`UoavNM_U^?XLsyZ2n?opKmFni8Fl_z?hy$7YtW
zU=A*_=nBmXKC3bBN-DkF4E(uxqUIKS?;=bTWbfyhi7-xHSguy%bM9_Q6j7a`$Gc_F
z2;5=||7=XV&0ud;r6(0SGu9KpQHuCL6Y-d=4W+4&bMVnReF><H4rZqgru42^EMzdp
zy$G{FYQIu8SbouYbXfwhS%R+>;np)x0Y{rKzo>+KB1fQ48}a~{3OxUzBlS^AjGH-k
zazO|BTIVNT4*B~iKUbj)mUOG#cO-7vQZ&<zUdH-_K`j5rwVO&wDoVV}yD6GES;p>e
zPSp3OK50+DJQa+%+Wd*R=RPd32fa!q{2Xgi%$84Hx97ZS@FtqdqEhSw5bqHER+Cgy
zk?#Av)-~2MkPl5ePL6&nF+NImGP^?u_?l=}I#f8~$H(N8!_2eD7TE!3HS4rZ33y6V
z?^t*Y!56jSaN+BDRQ)GwhAnc!U~JcOpWb-^`n|Sw78~n&3oSvKfPSm;Hp-06c1okv
z=vBP=Xs-Wp6C4>UHNG;{)60%B=Y`>5$=GPB&Ng9A`P#Hf<!4$-B2|p74D@UH=F4u3
z6NOa(F{wubR_qdO@ZChy@D$BaWLE`=?_;cV6`V+layf>$cgzj60o%5^CA#uX`Q&3i
zSnMDt{2tCmEBCh%pk8#Hy0ta^!<Pv$dTTaA9KLibK}g(S=?4e3AS1=z@_W*6lPFLk
zVekObSvfxb+Wf2a;uPrVT7lu%k#@)D`qZYx>#n`n%G1+APnbK&=frH`qN8q9w!Snu
z4*=~C%L-KvP|7+QmytI9U?uOV@y~BWW~1^t+;wH@KInnsz48~zWE)e=29B?mGf9K!
zeO$j1M(Jr0R4n)t_a7|%BerNg$P6`=?l<t4q$ne$dvx4V-kUF~$UaB8TqN=-l$h|o
zJ?LBhlu5bZwxF}(cG&>La#FC%N3&lYvp&hIwz=3;{icHxjt_!M#4$6^u@y{R6@lTj
z_zMMd_pb5wtf34Ji6-lGb9#)}cSq%z%@$9fR_7s|#_mHLD`&*x&c=+vUL66at!E!M
zC)bD~|Aj>WOUF;ik5XSCJTC5$tIRyu8A^<%q9nbu=xnQIsjT*9r-LysE{V02zm8G_
zjLKD&luiP<eV8j3&?8$;`mH?Jiq(QN<<LLM*kXMK_59V-CugsYAzp1KUU#NE4PN0<
zz9Uc7et%~#u8Q=y?hvvj=7!$e$^FaWnR;H`uZjCmuxTU)Zcp>5$aI|<M9$p?a{WAv
zmRRMW$&x&Ek7y77S&9vQ?i617hVsWUkyS=8t)AB6TSN2syBo(-7>ZPNN7y{#sVfVK
zzILyIM7GPmG(zWpP&KkX^-x#OtpDQ7NH`(txdsihO(be$l!B=3BSd}yi=Fm&;OQwl
zOhdG}{C2x-S4nV`IKiZc*X0#W!fXp*jETJ}z`Ufs&p2i`t|bxn!Z8TDF50PHA@GXI
zeV3b&^%W$xmS51)gY2~XjdRRfWK%3><7&TRl`>?^onPY6{}&A+=_t;)e}gs1dhlE<
zG(RsV=#qWKe1qamxiu+{^iUXkEK?+0odeM3<x+}cV~7xP2;5T^?I)%KhWy>wosu+5
zf#wIIt>D%Cs-WSGhqG?rL}GNhqJ#rcG?g3$T4&=j&+-G4IZ<SW?GlEvR(fuolv{K-
z2Q}Ztx}n95BoLs<ahMa#ph#@TDfrsvVeoRR2_=rqIcO}TUFjA&7wouyl_rqt%@-B;
zg|I4Mh4A`4^^*FcO|10DOmgH)yQyKfW;)AWrBN$E@K7(_qHpKU?sGTwR{qmMoW-4L
z`p}amQBuAzn-TSqarFW7T#XS_b-!K715G`$L8?kDK*3Dl-flq%pI|}Sn9(%HTZ;p^
zM%P<C(?6=akl6J=%{PZMH@)}F8MKNaDygPqJaIL4AxpWvGClNjhra?`?AsH*V;Un9
z`#y-nL-!?S*^nzBveZgdCM^B)M8Lp5O1XibvNB|}FqJ++TsJxOXZ<=}>r%)uNK)#<
zbLU4H-pcIM`ve75IK@VE`d3Mkys<wu;Z3^zyPo<avnydH@nneY>J+|GvwvHjfiRAp
zejBT3$*FmI%eJ}}m#(<Qref4+gs^_iR9h`Zs{4&4!)hat=>lo|o6#*lgqow<!S)Kq
z7W@Snz&ufgPh|IV1Pkrr2Y+a7d8>uErfhSrW!XqJd|9f4g!HOPin$IEs_KMRjKlm%
zqGD#`5U*;()mQ#N-Aj`NW@|`WPi+5(n<{-PMV@e>=wM&g#%xKBHs64zEb=NB)i2-D
z32N`Qw(9EXYm^j__jn)|W$tp9-oJGQwNkV3EyJA9C6fFS^#iWC(t>2W-GY@wRX^ps
zg&gm`)m8n-8f)}G!-n-V#h1ccUOt3Op=i?^`xUt`Bu&RQgVG~j&ONeC*a){qYL}ao
zGdXP!7yI3(;bh#$cbD`t&nzPhmT13ln+HK&?3=A*CCesq8$}~N7DUENze9Y;i}%_e
zLb%Vu2^Sa;?iR5qeiY((JfS6j5HbwL7De5j16w>Tl(xzT+wWc!rW)xGQXVkJ;jj);
z-AcK}OGmir23xaa#3v6+1{y!SjcOqKsl^*p{DQGD>T|DDB{pt@NX|Gp-aioDE&SJ=
zLWwBA8$41+#sdKB52g{re*4mh;4MoyQiC+s+nURl3JY0ZPRBA^v-ZX^S(Kgmk64D)
zvZPT9qg6y3ovM=u8btnL<O&j@8OOODgRuTsBI+RRWMdk~;IKPn3x9_-Flf4FhRvYq
zJA>ZP3{b;?`b<UtbO*ePYa#lAX||AwEzG2I0Kx2>aMICmmNcV!<MbdBH$NtIo)y0L
zR~5>(MKX4%a`V?fN<{Tn(}41kju3pKls=27E)wQXVK5(-UEZ?<fB1`K;x1n{DB^U(
zRSj?6`dtmjVH&6B*21)6(|-~QpjlN_#)NoN&%O^yw4|l!NN9<iDLW)O4)yn&l4&6F
zzTZ~JWYi~Qi+zLMG47RYz-!}=t{l5v^k22Ae}z1IP|TsNykL(%`=aPv{x(jU7w5YY
zCo+QRq0$65wGZ5<h40B$o~UKbj=m?>fyM9xT7Rsc?lR5p58B737O8##gY8)FqV2=!
zk@EYZhtJ)W6?O*9Rwcg4rugLtBfD?!8Oa!1m%gH;m)D%s=zDZdG~(~tgELB_*;LUd
zI2)-$;QV^af8|G`-J!i*6Y**lYZZ5<+b`j`1$wJ;7vgQFLFG~Dd(Wps*qOeQ4Sx{@
zmXQ@)Sr@ZyWuAnqAG$+Tvey3`^-M)aD#ah;JkGGf4-v$%or@;DlsSIfOg<XB(6W8(
zBHHmG^+#XQ`&tBB%+E^)W@&#Kx7bUcsd%Eqf8n7?cBysag@oqM@c{z`PFJ#k=-V2D
zk;Yl{6`dIn)JnjU8qfswFF@9f3`K%J&XV2=4$PNZm)FZPADm+v=d-CAbv`y%Q&vR3
z{Z~GwD`5s+(j?pL(>yI2;u(SH^-4MV!5kYI&Wqeo3#(XzTCAVOYD2rVQmdypKD?z(
z_;B=U{HGt9{~31G=kIHH!+vq(JxOMf9u5SG{x?euyv6udZZY%@7$!xYDYoOsgn>7U
zYtHupO^O^xD8ou5?U^25;{a<9Q6%(BE3H@Lcywtt2VWQSSF*EILZ<<Zf=I+Crj*7@
z>@pWQk|Ma6c`9YbEXSiwb+8AM2J+{KLV{mRVXF6+h@Is0<>LcJJ!D;cC9upCo5T4f
zT#@pnUlMU_hDAMcLiBzXVcYM<)oezRLi7SM5!Q8;Yh-ss${S4YBg7^V!xCHf9B)Z<
z5!u7VeEusPY$k$BTs;g{6sJ;f;kL<7cqr?0*=2Y-)$mBPhI~lp;|<ytXZr8YuS8|7
zNpAN`C>q8Fm8v~&1b5(DS`CO2+Qe6X=AnlHjKpwJYvz~tW8smoloM0(0-}|8#Dlii
z2f`ao#zmhS8N6CDd8?~fd?Ts!|L4@RYb~C3Um9Sxc{UeDbK3)a&<V<v<~hWlBJ66!
zpZ-36?X(@EETq7^=<@ZHjXfyo8o2oSA^cB+ZQ}Fj=v3ycLc{n*5~!_>(;^Dwe8D^m
z%$B@015HLmAo~Vf&Ln%tr0M<5yy+H2k)~3d_KOpC0B<bsuGw(vLZ)BNh-|Hxlf+xe
z2>MPBs`WR3N}DJxo#Qsee$!&UsS>VARc<g%y#TojMzXnOvTwMMHEr8;9<{&9^kt^Y
z>7spkh=tE|Dq7i0@liJ!WLq6IasM@f!ZyAobih+Rv8P@EZ#C>&g!3w@54u}6+JI(s
zdl1V#aY=!iP*iasl9U*?`cISs3_~klK2eA)UWaUznBf2?s`N<3Z|bG1XDyn)wgd5z
zDq(NnDdJ=Lef0ws8snpwgaCE}rK<;zDsuvSluh46QI(>SpgV2!2Yp&zLi%%`3-Ydl
zwpk+#&E+^MYW;)ZJ_GVjxW-l;CL|I#Y&|4NPH}jw;myI^vggUCa?d=TBa{f6mWp(K
z@%8f`Jy63r9^@G25FCHrO|?ugqK_OjXwcD|9z{2gt{~jnS*AWyflX#8nP68>WIX9t
zFIS3VoOyc&hOO>ujSZd7AZmd#R?2gHalov`cUru3t&P?<Gl3)H|0<M@pv4<8v@=hk
z4jK2_nl(Dzd}lTla1K;7$C2~mTJNR8U1n?6fzBNrq&Av=$63=j1?_y&0d+`&=L~d2
z?&B2v!wo>ft4(q=6_ogaYcu@KX>Krf<LC78vgn+&AYd60@;6;pBb<_iz;4|KZ|MoL
z4+9I|$)f=F_uDBzaMX9Om&;KNW7^|v%)jJ(z7EYwE)cgn?MM>kX>qpAFBIk3_vj5U
z(g2n4Ml@)}=)`$PdMs*n0>m9hE<;VKlPU2$1lb~s_j3z%tLL)u9x|#&ySXHOR$b4p
zy6c7pbH0LY6-S7WO4u}a(#TIy^v_bNf(m(v-bH{r-P&Kh81d|$9=wV*|MaP~@{^9w
z7MEpafdc%?z7m&YRv$!+E_X=?Jp7V+b)J92Oq&!A&ghx-|B9e?BAVtU2bMUYo07gc
zcZH}sVdqIw8aA?s&i_Shlt)@Sb6}K|NmiTP`o><if>TJkiv}Z$WJLduQUZO}sf{n9
z?RFu&Ee>85(qH*qAo>ppiOsKU-hbxgDO0hDF%+7S$?oQV#OAz$J9lUlwy_|wGD`aD
zmQtfE_@rAfodsb#8`kieT_n5yiBfL^jey)DQdN>*!mp{ho5N|xL@n4*iDw(j!Hqb)
zY&BGKLbIEyNutW9Hrnhm6rh-HgwJ^?4FjlimxvzFE{EG|H9)I=#L+qcmBax!^(;By
zmyfA@m~$b0b<CR?MPSnzY}+5Q;IVStN*K9UWXkI;mW@SsOP8`3s@nRKHA+D-Ei~3A
zIdg${ZahLnX?nuE(N=0xQgo6wGnZTX11f)37p!E(MVUyKQuRME7hB}oi-Zhg8oYD;
zoa{pQ&qut$vq2&Q6=<u*gHTPerR3^H>n}p(%9;+44R3+*&nIzD#=`zDO=I5a%|Nw6
zhdA^IBW!er(z=q4{&?bR9tv?=io_>RH8qMdS&5PIJm;V{LT=4?DI&ItlNgMgd7Y{9
zXPYgR<9Q_owY+<KrSQKzYgQDIqj6Dkg)BP=@LV%mRaNtEzpLnNE5Ug#^ysu9TDFt?
zd!H03AL7U0<?sm@q!iEhP79H~dB5ONRPftXXyxLR9t%X_JC&`z>#1@xgoj~hGnYaR
zo&ZMEtLlMhiz9V=USlS`#Z;r2tPINJ(IJ9J@L=R(azOCju-nho%b=|zZVPv9wI;T-
z!YGFqM3PU0J%rB0`@e$(U>*;W;tP2|uYmj<&aM?AQ&!&aWhCVS6ZoYunUA^OgLl*f
z(_e9b8=E!QX@NOc=%ozp6!K@@re#V%?WciC>sk9ow!llOtVLLU;F+f^W*?V;S$J!p
zUupkjNgLjY*K43g9C4eDb74^I@sCpYbK#19<|EKe)m!*kofg6oksSY(J=JR@;su5b
z@#AGEB-%-Xbe37FvKh~WyJ0DiTG<2uIt}>}gsoB7UTHs~gq5g(WpFL;4QK!rjQmnc
zGK@858}ky+$OZSwL_LVCTxdy(#sx-hlj9&8nuY53y&xEo9F2_ArLkH0=n{^MqFRZ5
zh=g)d_*4mi`<(FUK&95@{uJ9eN8N#$1aRY|9<EHC8{Vymaw9`f#}FHJBezYv23M&Q
zk9Frus>Z+*C8ytux57Z|P@LVUI9bmqHktrd7b2>(sDP|WF`c{dH~09F7BL}v9}xMx
z_=%d6B2|2~1;SbN!ir78tKBstdy6Ei`so^(X~~iG3fDTpou`wwzK6U{9`WIA!d~uS
zAwvf_Rj3<<&m36?LQcy2M(|`C2k&1Rz=l`%`{cc?8*m(VvrXMQ(MFo5Pg;117%uFk
zd^dQjdT&3p3y^L0YEl>*ez7Q*4f-oM)Ar6vy-q;F5!Ys{@K))Z@yd~ReO?bPboMfp
z%&*&9gj%!Cpm&4|A09B<3ko0|(e{sUZ5F#SuVlVBE&9aMNh*$>ZB2tR+7a$lF#p3t
zJY`-~jTC76MbN2&4&i~^Z{%Fw-9Xcp{w-K;j$|tR5Hj$Rl)7&OJgLUm2e${0=&@Qp
z=3f`+NWy5^3&qUytqE{4j1bj_dHbt%-H@e=<;B|Zp79@|=VWDwT&Cn8J=OxMGVcAe
z!e(dv5)hK9<*<Uhh6m~U*esS01GDTtHg^)e`FlY>>zvx2KlWF2PU2)2Rs7K$GGs<>
zDO2uM9VTyRk*M8N({HTd0v<J?X5!4V?vN=s@v;y&)#1)3enRm7SsDI)+%3{n<Y<`D
zVdz}ccCSb^5nU%A)csxJ@6zAUk8CNl61Ws7&B1aXmgd(7WbNr+*WQ}P7cW^5Jm(A3
z-F^&m40!PA^V=)Fn2f&!-0#IMZ5sUrx8EIg6UFLPi6@8qS}`?Bl~{+rez2W`>=E)o
zE|o^*wkQs@;m{EZL0wbB#8=#)t}WQl-87m7{vN<NniU~I1w~EVB!wzV$H8;kmUu&_
zQ;3g@aK2Us#KBy|$t;6yM7w0^L5X$Md&yE>e4FGnCLZ^*L9S(Hn8<qA(7qR<m@)im
zK0fMuIo*u95Nz?}Ignp_t7{Ow=k1SZ7SB4ULFp-waG2&V(T21kW!3PTltpiFR30ts
z8m;meV6R*}^iOl9&Pl=D#s$)_gq&l6Uzmce+cV?_z6Py5RCk2y6ZQFWv#B*_E05IQ
z-?)_dKtGibIjD8+u4VO4t^ri2s)8nMEvg^4M}=$dxWjOQK)ZpWszNeG6Km*NSrYDB
z3Cw_>z;~?or@!XKqG;@t_^0TJ+exfJhvAM&qSaDUfV?IkQG=Ey*N2l!_K?@?V+M4x
z+H!8HFI5EtCS%Q}$ZE`D)xv0jfuZPteJVuWVOR;fkrK7WmyD<EYeH9&!5yx|>8P1y
z90i1cRn&qstX3%L3_^z)Fd?<9sP3cRx51bzlW@Ayp0!Mx!a83)?nD{(N_}#hquT#z
zRR7+0=CdF@u*YZ))%}<H**YU-l==)mrYDd(6r9#4`C1QT{V8h9VAk9C&{4+OI_8tS
zN_|LS0n7bQa})^G-<;LW_q6fm!{8@V$>;c~{uL#I3ykaG<@wT}8lj$}gE3#O=Bule
zeJ13L9#g1ckSDL2(#ASo=b*pQM0DR0LKr*gA99-Vdi}sK><%7=t1emZws3a~b!NES
zw@!tTBxHp{Ju<NpPpL5O3h?fq!y;^hlfxe{vLHwQCtsy0oeP7lQUgJIGP$j8Z_4&k
zbRsfK-#~ucI-?B4?)g*;Am`jfwsYMFO@{^5=8K<vgHV60F-$#O#rNyVTeAHe@s)jV
zHX=zY8d^i0z}?t}{N^Khn3fBK6pK_bz-O7j#L%+)NHhn1It>h>&PkX~LIgJACYl=6
zfb@asU1ZI`%A7>$hRSE@uzR6P%wc>nxS%c|%T`qhHj`w?Z^6ejF8>#uOyj??SuI)h
z+MHEb{o`+a{@B%fIr*`KIKss&Df$l~qLL+vd*vBew}(Dgb`C233SryIl8YU{S<%dr
zeImED_-%2Cbsyi|;z$9;><#RTbjgeF-=0Sl7R0}DC_%Vc#IwyX+El!jooN<Vn&79A
zkC&m$GK}8%gN-?;4Oej5CHx<x_Iy8Fjud(quEUoYtL@AjptNqBnmn!U4yAA#7O!Qs
zuZ?<qzcg-0>zSH6Kbm?8#lCdEjl6+)`e2c*Fv{fxE3<z|pMx>~4F1B#v!o=Dbv-VC
zcbl7}iD2oudz&_b$hoKF8im5p9oyuR-}2Cm?F3*cNGg$6w~YX)>uF<{<$-YL(N#$l
zcLw-NLU-Lg;u=3Rf>$55QyD!$M}*ORO4IiU-BJTtWf-<b#6Rk^inKKK*f7<BH5ihl
z-;f|>=NR2De!~`zTnLqUdrYld@SClkmXQuHx%URd)M5CZkSn;ScS~^w!FA~SBwy}h
zR1Iko%`d>;tOa;5d$u{>ct(gG^=AY!37?V-X|0=TrFORX9nk&gaBHD6?7QGTi!KEQ
zv#*9(&-}zJxG|}=mDyI5GH(M5Y=)-jx^7pio<}77&tiLOQuq2Bdmo)J!t}mUWSEaM
zyq^1^i^W}w<@8K~y{(z3+>M-K!ZSr?+=_G6TmKww;C(;FNK<A+`R7|h6n)AYwgqFE
zKLQz6)lBcxavvO+qQ%V$9GW9#!q-eyF^5VjqvEdM!~y<W&s}`l-ljEB)n;z<JB~RL
z7PF<F?9?Hw2OR-@!VO9PsndkqP#3~aRguW&%fyebX+|d1yPZrtG$jPPanxn19wiKF
zE*p%9jSk8tQo%&_B8Fn3L0#ha^|zKE?3>;XYQj>PUENspw{!+aQT0D#^_oH$<-u;g
zE@pPL=RpG)K8E6hhk4oRUH8FLsHB5V$W$RN@r}%By*pV}TZ2v3dFb)qehC@W!W~F+
z<MKh<#f(7HkUP__vr9|m(=SJR=Xd>mt9O0I7uQ-!3q>?Of(Z~saU!3i+|!~A8J=<#
zo7Rt#GjoUC-(S?E`pn<ID%LRX3}X8vQ?vfH8XvZ3!%c9V{4XdH&){_~8~94$Ql;e^
z?O}v<b=|_PYW4Zd0gf_2kL^!_wu+)BzL~Kz?U7VI5UC=rkA2_8^6kAGr$KG)$zP%>
z0kUXaTM0Om&mVK=MNaUPA^xhFdryF~4I*<r;caUgXuS%EYD!K~lNuyb*=R{qCWxse
znF3Ho7`0&vznJRRPBue*1(3Gf4Lu9k)`C9E)Qe1OXhHv#Y)3VlepM`tcfG5Yd2*r#
znsqWfYA&kjBiH#TZGhg)Xycj7Q<xhNtXFM8H0)VAm+Bb%m}$@6wSqdoo2RU20p_O6
zvPts8N<ZhXku^<aA*%**3~LANsd+WoM_w2Ma^Q%x_D=xS2!z*?7DFaqGO!H`^=1D_
zLmU?-79=%!T9C-=n@6*`(wt@f=7IaJ#*_=2jz1?sduYGe2_gFVZ&J=#WCKTxiEA%C
zUK-}B$vdXz3o&s@m_0{iZHM?-Nh@z@>0_IUPxAX$jRZ>pddB}N`y;&M;jfyHjf%hn
ziu%GUV(1R5oFnuD$w(%(`W~EfEKv)jPQGSipO&P2r;k1SBScNOO!@rn`Kelss;3dD
z<d+<9;3AN%qr@w;hnDTfm@M{!^}mtT|C)jrE#MMg*syOyNuJIMI$hH}kv*lz3S#T!
z+M>|ZKi$A<&bSg>S0cQdOw=K-3R5(|4(J`dmIZP#fVHD~glU(Wl$T1F&wmJljlNP&
ziEl!bC#Y?WU2NWKa1HQBZ#w3Yz?xRb(%}gZRX(hAgI@NUP29VW)Ud@v7t$D=jg+px
z^eF|mJJtIWQ(Y8kCWO&z%LteEiRIGeAR(a6GMN;kK0}>OgMAj+Ogk{#ViRHdh{q$b
zU$eoASB16Td<qt~A6V#or6?Qt6Mwbw+EiKBZd2~~#O6h|>G~TiF%qBVt7DZ87<@h_
z?nI(_O-5Z3ZbZ^Y?)}$1yZ9_;4{_vAP=A=yT%(>&`m<%$Dt>UqebLtM_*-}E$p7W-
zTy<Hq@J(#qW<#i+6F1LW8bn%vAJ2iPBjDh9E3wY+G=n&n7HTmv)`?x%-}$LOAgJNJ
zGkArsLqZmYA>308#OLj+Wdkj*Y%&TYI+G*^9jhwCM(N<6m*Co4S?l`Zlq5cS1E2U^
z0BYb2_tfnVIHSXSH4S%(kn6PpK0dSip_!4jT`HMs%<hKImN=phZy46^b5Yu<UB~zn
zATGB@6HqFvWVQ=C@RBdJs&x69kFq*kG;KigB_qh1CzjIaC&upF+x_m%$96_bkj4fv
zH3O_rD11WRl;Wx>^gx(dSuVqBQxS8l)=y&W2D9gi9&4=G95}$}1#rsGzU@|fBLuVN
zN*XhqU3(Tpc~iz6t=pIYa^Q*exbbVgkYBE&TCGUnaDGPCkg>}tQS+fVl0Ak=ZG+gy
z1XlH#h>forJ-9ftZd?8oqhgIKzsQp?CLuBy(D)VVTp691EkgXuQR<(3@LA{M6wp(#
zo@PK?R7HmQWVnWYNA|@;<;kQdUCG5Yg^@qrjCwU#Qyype7a5eR!3(>R@HuE=52%Ex
zj9UIr7@Q$RtdA#nnQelNASCB`W~e7(G%mhaNOTE<m?0K;_5rDw8xvSdh%P-T0ol7l
zfnKU8{E>FQZ@kW3Kfd$TKW|oQ+yHk8YjxzIlQFOjH<RHhduUtbEEt-4_M^0vxri#V
z<>e=^>SH3?rl>W?J}fx2CQ@BB8q_3yUqJw4l~pI{dy|L(#89eVKs7Og@r$+u`yTq$
z<}9EmjpSVK=D}9DI^N=0WR+xR_C?Rt<V!?Z7j}^({)UWtz)dl8GGS{A=GAklrq%h^
zn~x@&)3;wqkYZH7Gg3G8Tcb|Y{|OvIgzaGiK3!*jC2_xYJbbhMz1ndp`1XZ6TiYd0
zCtoJCXfNDexB=8QPp?lB;A#6wb8#a)J|P@ozZy5x`WR}T6Y(@Fdg(#ic_XgPb|YBu
zmuy%`{xxcple&rRcBtvLbLIGChW4NFBMVi$<PC^8J|I}&Rr`6(p6gie^*JERhD^4;
z_Nak*ilWG0s4rT?xT6hDvY`Z*K)wFz+ZcuXyKrEe*hiqwbEzdbHegEm8<0}~i)eNe
zydWg0UyK+_Dh4aP=Iazs?E%Tq!nm8T`d-+bRX5Rf&Md@<7(P8M3FnFtsP1tRkcj@s
z6T_sj{+!wbCfM~pw_}aT5YjB}x)Yqgk_Gl%MXqMzB|$A+Pd|6#IFiC@ni(w-U)QL&
z3^4{?wDL6XlC%wHJlQ9*{Q>D+otEvZaNj3WD$Ix#r@Um=4?JS#O8)yze<W9Ds{qNZ
z`R*6t_I99^O)ECnb55}MaLHKHAP>|w14W{WakjBTvdT}>^b@d=x=W;|e4nw3YQj^+
z+uwNZ$PFhM?<v#4hJECVp?tZ&^v80J-^wmbqLWYz9ic<4IpleK*7Enb@kb4T>>p)h
z+rwX<c1H{}{pVst8f*Fn6Dpf^HpKdpFe-lH@~I}hA=@MY`hAX!8yFRLzR<Z=R^h_G
zz*2e76t{ncu|OG3Lv<{Q`vV<M(5w~JR9MwVXP~Gp_Vv%lyo-a1la+XSm-DGj@ja#~
zJYP(n+BgOY0ls&zt(^S`xF@$(5}}G@JWdW)b+7mUrX1&0F@e}@r>8DCf;<<YeU3e5
zo3G5d%_n7B1sC9PF1D&ty0?9RwrbHLDCQWm$uwh;tS+fC6zt^}IscdB1DJ|{lJFCe
z>j9=rBWHX%hEKLR>JUI%7zk_tX+ro1QgUx0%bmDIO;OerfWKW{gBQ?n0@g3mNr&pb
zVzM~HZfkAl3zIQnt<4*<2w|;dBn;|$-MO>p<_2#O90y7}xlvL`Y_HnD+Fzy6=MQL4
zZ2py`(@X)G$l7kFXbPCXdK}964Ak<K!uI>dS-myo)k;BG8_VkRV5@e2vQEnS{x8!5
zK$0<OXgd?5)k|4l&2L3x)B|t@p~kVI++)JS9wz<Qhm_y-YB{dDYv(TTno2mdtXqPa
zc$f~m%?rd34sA@E;#1&06sg$zOY58$)DF@og9eq-n)8g&Cf|+_AJP-|{DZ;6Tlbp&
z($ss8c)2TE4e@mz1+?W|UNx~@_#DvuE5!j4?(2QAaeN~&)(H9y|Lr~n5!}~{Mb>QV
z<hqtVU+n%U3$Wj-Z%-Qc{5v;1o92h#;j=@we<jf;DR!S<rWYs<d-NkRzKM)Gf$D5@
zTYM=Kqumt0q2IEF;TgGSiGN_5@s=c}yt*%dCl{h&E7wUpIhgHGhf(vUjB%swH-4Rl
z=?P-$G@|VH<TQbgrw?d~gh*vMa_ru_1ANIpiKPyFFQ=h=yyC@y&rk{e+Cwv1fWRcA
zaMNv=u?fN4x#CkAtI(fRCo!7F5sQNbuM%vV2PI&<Z8&U0!u^8@0%z|~kK}btqseKr
zHhpfBFe6W>R{0W@Iyl~*1idy>aFinQ<$W8_$nw1L+UogJX5anELbR!hA^PgiW!5BA
zkOVvkrbD(=SR<kZ|8}@b$V<+}SzjhBg|Zzt(pn;h)`*8+fR3xfwM~o}o^iuU+gJ;n
z;(Zjyjq}aUqC2^GT3#vgC}1+jrgInd#ol{utoViBlC_@wVBg+)ZR1)Y<Y3okt(2o&
z;E|&Kxi?Tj4o)UMpr#;1;$yUJYEF8kH~6f=1w5ii$a(Ym^vsCT{SEomTmo>>ZS2bA
zRiA>^#Q>-3YtR$W^9PZ2`~`r?rI&Tf^u`6qtAM+s6Gdu`8z3$QLm=TPDdg~^q?X^G
zgDyU6X%AaIqfjQ4_y7;le5`Wx^MPA-42$@YROqoNFy0qA*GVPzU5T9`h|XpC;KRNJ
z$;B6mxRxy2#5bgZo4Mo7pKxbuEq9g=Q-3uUs@NU97%@EWOGy(3p}vAvHKeS5cniUo
z4<m;d)j?fD)Cw*oHW3lzS<r3UgpcI^D$pv@*s`2rtt#4O9CA*2x$*=x$2A7AvL)hj
zqyD?UfHJx8Zg#bdrf&iARFc?7R(s8HiU`)WlJC+h@7=&2ntF-;(y)y&{Z6#15wte^
z`zylEAmYrF0i(M>t>8`syy$>2?WI)s^4qGlPad8{j@GCr`S1G1u`U#<c<u$MH5=Qs
zYKac;KeMe<=L^jsM_+k|g4%=_6w1*yzp`{-0(&tYTykKI?~Fw%f~V;=QmQqgJy*Fm
z5a%QY)vED+l|Bx*v35+WBiZWtuSUR7DLby^ABol~pOd<jR*3NIZ&{Db*a`3cb}wQY
zsQBa+z7UXBV}6j%CUNa^a#3Jl+fwjw|A$S45uK{Q;9Bkl8AkCNy+Zkb?dK>KyPF(L
zeo<4uy!N-H{Z(PMe@-v1P(?+N&fvLiVFo?kAo7VCPvDaV4$7}yFU_Z3o*8IEd19?i
z-g71|btDXI%c+fw4FGGvtg@(LUNHQH9=c(b{FLJLAb%DVe4ZNGvC5Ni>NZb!rXvG$
z5gyCS2m#b<HolsTRsv*d1Zg8?TEYuf-EhCC*x0K1Ey-+jn0OOwzZN4<OxKadTMF{%
z;oaN93_!`Ik{Y|)N}^6$UYkX-XCN{+V={5?Loe{ehYYDXWg9ngrNm(EFK`N+<JOhS
zqcJMam<yZ|I-Ap61tU`ojMh1S+ha7}V9PJH)36ED4&YPyoULckVw{GFV5J?beIeqf
zLs^*!Hv33JnVaAFm6GD}ql#<FghP3h9!sMATncnPN~4e^9Y)K#GcM-L)AAY|`Bbw6
z?dhjyZ+kV|EkoO1@yQ#}560Fdp0#Z8z$!Y)?x+gJZm$cMsBX+)!m60EO&3x^DI*8Y
zUD7vf{=Fh!3ROlk)1mKAMx%LWMt_f&sfT;pE7f{bX7*dVBOiw*gZpOx=wZI96ZS!$
z6BH$3;L#q=E~n)K(#IjU<!`y<XEVF$jdD-lPV$q~&yV2Ju~jBoHMjB4TDX=*^EVoy
z&lP6#SC;d$55kvc$Gr8QU1b9|6j(W5*xvrW&BENA<k_=lD~7Lu?ATT<C-BIJ3#Y(p
z(!Hdn<qXi6v^r;D&xx}|vXXJSs)i9DLCC1qn(=_wkDg=`80ZRS)X;r~9BLvnGp}3E
zsAIxUe*a_nSL!)%MV)>>6_kt{Oc7-T)xHZiagROg$iNSn_Fih_(wrLWDXxZK)E8)p
z-<!3Vunnj~Z6ovu9Ok~SJ8n|lJUEE-kd*c@mUmnfw~qIpV@eT#0EwBVz0UQt`D8W~
zI9OGjPJu7RIwS6Jz*cC5pBz0wh{#^d8RILAe+SEKb=YWgkJh1TwRk_yGV=`=TNKJ{
z^Q@t4G|`<v&wb7{7yZxYDV}upD8)YwXF<++ohN+--wKABdW4@X%!5!$Y?eaPy(wl&
zXMH>hu(k<WOApW90KJ#yiE$?-A!pOxEHKW!Xx)!lpw1aA&Kbm-41);V+$EfCE3$=-
zPQWk18nubH3OEyqeoI=6PJ|x>CDMYsW6^YNKJ(ZSVl0_VJfk`syTRlY3==p?dh4nH
zKuWN>2u#Q!vY;`_+ZuNk>*+x5f&BTXsxgUW&2R%%j-5f&NwFMQvGyKu<DZ^aJGr;=
z&U>?KCSLfrfr5&KIOK{X+`WyCN+n!5O!_wYNzx8;E>?y}QilV+wTIen#|a&2E%H40
zjLNfvZ*x06yb*j3<-<1aVSF?8*H)dQ5+E*|ZUqtAF7mVRy%nAetA;NcEPX7QXYmyT
z^3#-qvANk^#$bi%#V~U8ws+)Y2$NgFSd#te-nKnP1z?zqJP|3-DVP4~CBo&hdu}yd
z7*D1k*iJD~gHx^K-w*(-&Loy4C0?6uY$hc(SDq9&#dSLM)^yzmFrd3DOS=!BX!vYm
zy9A?VjZ3eB^x}~>GD%7SIBPYhe40gs_V?NK$RuLRN3pAQRE&i8J=(i)JFfAFxo2pj
zyGw)c4^4^wm}?Nqi?o8~1=g{La4~8Q5c#H+sFXP<3*$$OiUm!9Qx`#${6ag)T?RDl
z&GV7I!LKf-;arP@0%zeP9LFA;VseDAW-m%#Vq5F0n69z+%mLx#+$sqXYvXzZpJqPF
zXS*9osWN`CGKiCxU-%3s4(&vy_H{{)3_koRaQgNqqp+QAEjID&U!i&&Hm~bI$W_pJ
z_^-sUW8#_WJ~NhrvZ@$=e<|kG(<_sl6M^<ZbbHWw^E?;Gzu^tABDKBpSMz@^Qb#HN
z);Qm0?DuMOg^U;5jIO;7dCf*I-WEm-NhG4GG7$<=nNeKry7&5R5_m`|v9vx#7kMp6
zlb444B8aa~6M}lY&-Hz>riZ`v=az&C>ecU<oZ+hiWx;(a1O3_#-D;nuA&ZXpH*YNP
zfVitK#XA(E4#6r?sRpa^Q7Q1_Y(9&ofG=i6Oypvn7Ab*v7_zOZUh{|QC3HiRd~ZI0
zqIC}h&x(r0RLm=X=YMMIuURtAdp&Z!N&^ClWy%8GcLoG7rf8~FBpsE@XiHc`-uqiF
zHu!`FC2%#dJF_o;;NjXuVuuR34_Z8Ct)@vnDV9BJK(MGLKsRLg0))E}sCm}2;1xlf
ze>F6{-DJF<%tMMyZO!7?Xq6zNjf9(zrp}V0I6LX;`;oX67%ky@ea8EngQJQdlpY(W
zF~hnGB={KTb#WYRjL1~Ku>k4mmXbK^;nBs0hpi7q=gS(>tsep~fE!UIwnwSmC+DWa
zHSbRQKn!JEy2^QF*n>+&O+o~CT*9kP`vQ?7v>U`GlRc*PQEyWkD?l~~ie~0FD(zcA
z5|#{{M!9Rl{rec_==-Yi(2dHH9E`OO1wB@Xs2gV%p5LjQv4^wn8g6sOa;eS+3l%_n
zXCi}<aI$U{<sePC=q6s{`%>;i^=%Cd-vr|-#%bLQ;G^1gJ&%YDHIo|#GJxr%-_v_>
zTxj8_xrpeRKXY_@@h(c^`;!509tZRXyZDJVb|~JK3C5&k8hbtLtg5}mpG<6_4%cp~
z-qc!>pQ77|AoTxvomoi~ASyRv676CL88J+{4rrd0fK~7%zx}%aa_3H={kuJ9nu)$L
z?<ns9Uk?metb4Au5$9iPTpJv_$v{kZp3;-n_(e%Ct`fJLaY0vK&v-}p&04YJ2D3m9
zGPN5M+ND~iR>HImX4mxTtaz&jVu`By(HgMAru&r^q%Cge@|GUX&ZTRyRIU$Z_e_L6
z3@mwTd+6!vFkcO6+4yVLv;q}U&EaoQI?qBM%g=p=Gx?rb9$x5}C8lg;Z$yp`pNXIz
zn_K+~Kh(Q<?kgdmVG@;M2qb`hb?I5ezS`6J_beF;98xy1ST!_<eFuKPB`ZaMH(1!t
z`S!B8o5Yh#2yLxQu~pRcKWsf{IbEj~(uI9#<>IUA#s|D~;nF1iox5oax#7&3<;HpQ
zY#1)1Ak81UbE2E~``!OeCH@te)4y)Ajvmz%)}+A{%l8>_uYbi|w;V9le)5~U-&2_t
z5OVmI^BE=~nu@$YmhIGg-j6t@Me=2q;-z@pV;Y+lM<$hC5u0*9h_Bw5vcT_0zv^qA
z$Q(!;yILH5_klXJ5xXdTvkv!TkR<D+s#J0%bUA5!(e^PHHYP(;ar~Xr?(_1AKCZ!P
zxZ}KA)ePx?Q@@&U6h={=K;dibMlgdm?BQNSK?Y|FHDu;0RFIhKM`TM4P8D&FN{2a2
zWOLN-_nKCY{ViBaoXm$*&pO=;zSwB|+pTlwwr#=dlzsJ1J9U5HR^dTGV05lhorw7A
z$x~EiU)56_;;_z4&w&7drGBgVmbmD1?ft`4UsIyG8=47%b@3r&dakt=s8?M*w;Tj8
z*69j7``cdCrk#ts352HeOHlm0#e%zpolpxQ!ow%$zaPTxv=z&PQ}UG|dqlJLr6LW2
zh&*Wh?GgNhOYZbmRr2P+W+bJHCPZU|QNf+8Cp+;w*fpA6wFc6EYB&IDG$6K2T-b1d
zxWF0=@K@EOyoOb)>w8XV@s^rdSE~Zh0eUNllhD*f`C!%+;7d{Ix06L(KW`Oq%jd3x
z-7ws7zY2|FEzn<66G2Vf2;z_dmr{Usd%_x=n3~>nnOB9^a=(YzG_ZHh@4`j0ooz5w
zesJikILgY=)4jtN7+5}0C$u75#KEK2xN;PDBVSXOi4|(RC3^91j<M|3L4q8Q^_ZM&
zVE^6ui{a%yWhZ6A8SacL5Qn5Beg4ar&3C&DtDUb4{5CG#K+`+jAB1x&?G<Mb%x+1P
z19cb;N9@pKWH+?q#nMsjBQCIpCEhCju60G8bm-*Ufu>eHjCbW+BH!Kjeuz*HtC)=&
z&~i-tr@=&|DL1H&g`D-S=jtZ1MR@tmm)q63zXxu6(+)~CkMQ(xtwE)A$!+|1Z*TN&
ze2z44%)BA9PuG-Z-rwFu5W4F~``5Yh_WSW!9n{lN9Tu<mjSja^|9CTmOiw5QwHPw%
z$tblP2^e$zl)G9r+?a4!qF<YJI%yC<<m@F7?vZuWob8c;(w!3v(yGr2(XeBpGkhj`
z&v0}X7yVk~bp5G^e{_BxuRs<0p)?i7X-W^!hQi+@j&8MnM}`dNbiH}dg=M+G=Xw3!
z1*?`l;cfC)P&&|HQ0@;KyA9yhrHT=_Vmkw#VM&f~fR%r;jHHg8Wx`P+gs%}ZyI_LR
zc}+-PgA(|4_fm%VF3Te3O-*j(o0^>DH*upqU6O+6u9<HG3Ns_!&ol&1wNdk!CXDQj
z3vdWy8wF>zq{OEl6OYZEdXy5zzRy@|){zdB&Y#JhtWMV*g-QkO_;-cYUN|0gd66c1
zhk)5f^NDp{o4H!1s5kU<&5o{Pjf`m)pA~L6-vr;9-{}A9@4U_a;(FsUN&@3;0Np`l
zu<z*JMZbA2j8^F1_EfmDohG?SpZ?Q=d1AvVpJ5q8UP9-!c+EGIaLu&w|JZx$s3^m?
zT~wu0x*L%a5RmRr5ClO)x~02wK<N%e8c8XM0i?T;mK>x@BnMD(i1Q5ozP-=4)>-GQ
zv)BG}&sw+;hI!xjsk^TGx*&^foPv3y?{{V{j$H$;E{=nE5{-id4$*NW%DSkPnzt)0
zEG+zbWC1Zz7S`K^%MGmN51cCmMj@HLsz(b;HP}0G?ToGHpP!oxyRL|G>o;`O;ZFrb
zg`hX;%rLCz2Re3_K6c3@4XxnoRun8p6}y{s*jY!tP%m?1s4r8yR?bje4k(k+o$A_F
z%3*qIVme0qkvGBi5h)eKIGICV=WCB$%l}Bg)r#ise_olsYW-xiL2G59-(|BSzTfS+
zE=uiJBahRSykl}^qX9M)=d(y%v*2*FQ&DL4=FYLlnMa-&Fvoo}rC;BNi?r(I^ckqo
zwT=_y!CI4{VQ$i#b@p$P_r*7S_h+V2u5Yrkr>2@-I$ux2Atl*qVz49+JloPg4PTGC
zlD1YqT7Li*m$6m9WO%P_<!kigSCiOATtC*QP2h)M+d6SEx0+TADxpMc+r}pBJOZZ)
zol(^^>4$Rd?5uwK^r`Epxbx2lc;x8~tCjo830&A~>v<MO{RQ{ySLLRe5Mb*q?#4ZA
z%>Xz9a)&N*91wMx`3WkMWsRzL7xI5O+<GK}t7q|Ubd%i-#w6fZDNmg>s?}@hN^;O6
ztLfKhOilhenxJyEz}6g~LQe+ct_Du$1GKKL=sZ2i7u8nV-=hHeOSlK_%Jw$){rfNH
zTcx1zJy*|t=0inlqS$XPr1gbF)F?F2epQS=EyGZbesu0H-j5Yy0$=3|MOUqvv@nwr
z`tA^T7E!96Z)yKFiQe*m2C(<{BAm$W@ZIIyeAfo;t4f-j=sf8pH+=m~zJ9FRmo4K<
z#liC*PwEXj;;fhavs>~|?EIo`h{>-%t+BeChAMad(+e^+Kd6bMP(ioU(_c;tLa^sO
z7}%Wk#G7#&NhT=;!bxblvc=->=RAI2i_ZH?BM?VCanLW~chi;3cy*Pj=oNWZEGEu2
z(^Ajsy8SMd?YOTST&O(JZkQX)!HSpkoJzrSI?q{E+Fw8WXrHT}j8~qD2t_+f{w-dP
zhUR<q*7KR`oQFMoPZ<UZqVAHrWNjZMqXkm&lBJrTiaL_{U|10AQqP9)y7IRrxAEBx
z*wi<VvO)tQhk9>HKSu<VW&qdih9vd7JMUQ*8gawvIdF#R9cb*-UYzJ&wwX^H#%*XE
zM68>ZzHsUZ&2^%f*;rm5ZUV<lW24)tRx4O^qzKwsNw{*cR)MUK)|1}f{lFn`J(P-i
zxRNzkupBTw+;O8Pj&-BWk9X7dMQY9HtEE#G`Hk`W;31+**DaDuJv+K<mVv;CS$)NB
z-LlJ3Fcf{c&(E|?C6k_tNZVMFe6!_qx;WuMUeh$dxA~^6u1tnd>9IkRF`#%n{ABRh
zM;94|cgaR<23#v-?;L(yI!|gT@rV2kcBGuz*_oveU=nsG?=An)UBtq1X7NR^H!|I1
z;SF_kMjMt9w_2xG)a1dMlKTso@yIZgH{dHzZz+FgkvSEG;LE!j@=q#%JiaqR=w0u(
z#=YdKc2x(vuEp%{?r(58^DB7Js+%1SPcAWDe1?ac#S=HW$+7xp)`db+fl8`WtxMlp
zV@UI`y{Lij%rA*VGK(wDF`3P*A(zxGQ`Y&f8^-PDU3*=Vzi9q&utB5aC$2(7|I#py
z@K4?HTo3k{Y5BcSuGed-!C_plJG7K1dEdyB6X)9<Oxfvx&4r#d@}VQSI-l3MOjPi9
zBeS~#+O^lnjri*uF0-~regclfl4(_hSuaSt$g9mC`~5=q6Y=B^<(lp$uiiN9nIAs0
zX}$NbT(c|qxPU@XnJVi=a<?V_+rteSk<0p5D1(W#%d`n2Euqb$yzx&Lgc^5tTRSA@
zyiPx5Pl6_Dr>kDB){SOO&%X@0%AU)xji|GYMU+-Vv7vzwd?Dz4Ax>ynN(fJ~YS#?W
zAg}*~X#X7L+D9~v19;EJ!=N+1=vnAJzBd=zw)Lc(!vIry#^l%NhyJWIBL+<uJKl}=
zsn3+EIOHS)E>d)@*Cy_TDPW1?_auPty2Xt{k}x$&ojTd1ES5?#LkR1p`YoTNju?4X
z6nDFqIq%R<ju=W^m$SFu-7d{m9{4r8aXkDUX<T#o=B%)Ht!^pnPyz#-@|k*yy4x#3
z-o%GD!?aNWJlB+2QA1rR$AgCzEFTZ!dZgBFhN<G>v_?7)rvC8idf>G#HHYfm(BnK@
zrvKAx*8L$hg}Lo+sKZIU&t7Odqyp>J)%D-|Y_q8=L0fAFH^VeR0Yj8wqe;W<6hF+*
zHdmkPOCR1?MECR!7MQ@cXV26f@cdy_`1C_GaW|>Q#MhQ1+I|gA92NuNGF^*AeJ?Y~
z>aQfMWU&Ob&8@B3J;kJ?ZZ?cRh25wBm8R6{koh^OEjBxvT?U;j9XqC`+$7*Z>CVeS
z#3|hMM$-3WccTg@F19qsNyO4-+#D+0#5ze$R$ld-oPy@vrai}6N1d;QBUj%~xb)&o
zs>j_vV^+>QkH2ujX#{ee%iB|5&-Ut;3|k9R!P{LC345bJxw*~HAO*<YJ6GKAqEmn$
zE}CVLmljJQl4}-s{FbW5G9VV0$1_GeQ7wYFbA6eJbS|@sFos;UTrn9MjX+$Q6VD&V
zjzKLvqH*+%{-GY%km}L35xDq8`nFiD<Lsu@j9KUi*+gbm;fu}9M+ieR#ODPCM3W=z
z+7w*h_5{)cJ>^D}o1MB#JloOt0K#?-5TAfk+PS)BMEchJs6nzjoh8)F>g1a2FFa3%
zw*a-vBK0vJ-zvUeqw3E0d+4mJg)`+76Gt;SYJmi@m|MvH=DdI3wt(DTvm=QT_%UOP
z93W-+&$kMo7v}HZzs8P^FQ4ANj)lxkO#=%G9%8dx-=8BdC@AnlL`433wf#LlZYT$M
zivufrd)mZL@$v79ir88=Uc(E<$HxhXh&t;swijNjs^a@WAm>RME$JMO9tEeTQ!lxc
zcxp6x?5#F3*M9qUupmSc>Hg^f&wPt7xxKx;AHwP}$qw0I@5-uy>aoMX!a^pZl(sbB
zG^p(I>M9{KQw4#L(6q8*d!?aa9ne-785{e|)RZYLJ^g&28n>r6Fh|Wa+?f8`;o)I(
z)OWEe*G*L*i2jHBAsn;m;`i!mXH!ZuvmJqn;1r|5mA}+ThDcY<c;1x?I+5@F&l0{#
zi(zmq>gcQGj-YRCOT^PtrLC=>8{f3Bf)0lFVq&uo;B+_-TwGl-j;{;Ag|gLFuX6v}
zS0Ls+Y?eiy|Na%;{=ff?_5N3)fc$d^`8;)wOT8gD<X+?-J=YgoeCH#my`=z)a4<2e
z>H&E2e!%YR1OyZodxD#_b|ucv4$T&O)@eoDw@K(E{rZugusM>shQ9HI;P;hrU;nOl
z>d7g>d1HVS^j?~&!5y)IvTHDMwFDFJF|Z{v{O5bw{&(58E9&1bQ37SLZr_9a2N(1I
z?T<_ez7`d=52f-mva_GNESd}U)u*LVb#`_h0Dk$!u-i*51N}>|pgYeF*VJ`%zN@hG
z#j+gz`BUk<_KZf{%Sr7ej{+v++k<R1)A;JDs#SbCCT3<MZnO8@JyGOMW#D(g1ml_x
z4&0uXj~y4q!SXuYaPhD^oG}V;*GmRh@YZ5Wq*yO413aOoN9*79Ik7@zBZT_OY08Y+
z==S&bVYT+u4<0<Y9k?mO#(*2iTD#dmm2^QFB_(X-WbUW0UJ=R4$uV+pL=FwTSPYBj
z1`IqXEG#VAy1FiKb3#JGeTH-Q`T2RM#V{2c8=LV;X9y-HrnJ63%_$WO1{?d-GGh#P
zJo&tTaV_cdmkn;S039Xb=jT7Wxagdprx_j|X5-@O0h%`rGqURH2`Aq7VF*1PorXDt
z7%S^$4PvKm$v^1hM`C?_{pIcL$g?xA)~khCzSwwBpmDrUBis)0prWE`#bpBgO0L${
z*4njpluS%aP@5@^efXI>qN=1M()M^jw*e^rQuX%s_V@QM>sIy;47g-5=UZ-UZ0HyD
z#-i0aEDS(?Ew)0M`bKB@Ek}&Me_)ySWDr~Yn3VJ@c1m1aynggI1aWeFrhU)h225#~
z*uE)3)xdzZ&SAl4Ptw-LCNLrb%abPO>(?mIPU>3mvACEW95eBsJ{|vTBQ)_iT7Uk?
zsFlXw-+%tv6s~hZ)x0mfJpM&_-m)Il27w4j{ncnJJM0hzG5g~O;b@lBCIt2_4@|om
zM&k=v*?ZmH-3Oal0k7B&lVJ2mv9x0Kb3Hvhux4+5IL88%rz$a#WZ%QYgwd0s14`Tu
zXoHVRRlF+itGpSS`l{7%e`yBNpsA(hYGh-V38Z>lSZy<Rs!;$nu)~35uv>>DKMaw+
z$A5C2l$;!}cWr@zU;34zOSXP``i;2X83Dh=(DJppQA)n$E<<!n+pMGo98SvlruoD;
zFtZ;zR`f@}1aS?tlINe}Ad*jnwq9oDbc5{(^*S_7{Pf8gE&)yo8U()S$~`eUV8<v0
z?O^ShB!B;k44z1c74M5b*KYFQ@?0I7wlq<fk?F9N;t!^s>)S<yqY>iHS$cbWS1efa
z@$m`!Ukca7(bCY=6NI-c&9>H7SFah0jq{T&LjT~_-ehEE5>imW)+Ei~@CMgSKp70<
zMMZG``TJKMNLZb=!u{GlYMJ#}@51W-NDM5l1za9tz-@Rcv%?LBK+F$m@q`<eN73P|
z!giduCyQsUA-JGOk1pb|+zyqpn2uq7@E{n}UM2yt9IL^{hbpTEU((BS<TtVSyIR=_
zRnmK_1y_1hVMN5l4Rdw@)jSn55D|Ag7FgI0PysS5AAN<Gsj*{R032X#0oUi7GyCvL
zvp$!*dRi^snf*B6?1jTeu7*`54Lu)cmy`?~Z^0WKeg6o{E~4VFoWPexTb6Wnbszhl
z*zK<aUG^Nc)nPY077CAO0#eecwIv=$wvN_5(8bo#^6>ildj4tQXF6p=8rw?F(@a+D
z-M2y#5?3|wrScq9G4$uEs=uZkt*n+~c~B2Isu;Eaw@H%Z?t}Wmk8jC*s@gD4MBS&-
zXCj*00k>cnzH=7JE=5X>=$3T=zed3e8BivxTMJ(lcgR*}<L!43C3;~ggb#s0z%0wo
zsI6Wc@1#67xd+yz8rz`<*q3dMfam2(!g;lu?o>!m(qUd0bmmsf9W6Giu7|XS5^->F
z%#-3{v-Bgzz}W8Y?d6n}4FlZc#}FY9@xy-p1gjn&FfU$%(FArmJ16JI+IMb*pGjGW
z7aTskBX9UynXSX{W3fh|OO_moQv7L&En5dPXz53uf(F|m8MwTFfPns=W8fyN?tz=~
zM@|bOJrlLfA)uO9!>do`_wA>Ezv|61!N6}uAmDTg{pri#Z7B~+sWGT$-l>u;;({So
zeK+^>r_W_`{=ZK`-V)4H-^<G@Zb67n%74hcS^{$6R@e6a-@^qH;ZkRX#!UP;7T6kI
zL#GNM3ZmGt9UAYG@I7hP@4a50ZC4~wY8D|=f=VvfjXgj?LCFyFjP?AKEQ-<i7UdZF
z-XFHiyE9$3hE8jKb*#e~b#mgd7?!{do~iBnVrS{|ZdJ!MOws~EFiSyK>WjBiF^F!b
z|ILa}=!|HK5{IR+wM`78e-F#{UVnKYlt*N`<{fQ+CFgmmCfQD&qG1Ji<i(``a&9P!
z@U&54NY1WwutCUnW1G=wos6Q9n=00TDt;q=LA~#(gM*WvsE!vuSg1jU)y~*3|F;V^
zK%PwJkLSs$fsxTDB(72|Jmll<u}KcESgUas&ia&>92O7Q2cLI6@ZG)}lGnz~8qYln
zH?EsKM5E5X><q#AtAn6=l&GkpvVrbwZqNd&N2}=Sq!avnm)ffGPkkDsuQF-Du9W5H
zOvTI$$U6tPySW+C)m8RY%_!;XXW--*dE)ZLBaJl%V6BO`<9*|Qb9L&#MXz{cmV@dW
zFd^xG119=-mV6TBo^1ad_#t&^RUv2J`hsaSiCe870~}P&%Jmy$`v_6qp@~0&c^k0t
zYOAx!V8)d%2#HoEWa#jH*RvDZlG=S6Q^RfYoEzS1v9Y%|j35|SFlcggGezM%+TR&D
z6{2<fOMh~0Vde#$*08hTS-cuvT>93AMLF-)<oLMs6G{53)KkaLq_)n_FYeo#6H!ur
zhkS0`c1<d{^z*&_AcGj6pGzd&r}TopShnsTGBZKP?&`u)Y15uD-a2^1d>p|qiQt$&
z?ND+Jx{vF@lIkA9coo;urW0U(at(NkVw#OgQ+d+|k_h;oRE{OroS6-mZoS>TGFz~K
zy(^o1wXtBlmI-yJwWGmWq!j3H>T8^@;(qorOLC*dcI=<m{Quj>L3-W)=a2qZJ;eVr
zdcev4fAFvSmrBaZpGiyK2@DD{v9iJx5fO1X2hPg!^71=yrZbC(q@J3<T6~54FSb}y
z($m*Ka64ZW9E=(q8rnHJdVhO++sVac6+%(yI!FBQ#q#ImGDkbRXb?TDp8wf&{5ubL
zrUQY4rf*=-a1#eq0kx3qsPL|aO<1ElCy={8XuCnQHG2|+#hs7Q7fTydRmImEO&P?j
z5PJZLLq|h1*@abxhljW4Da6&AgNSb4vpg&e<22LJ+B%}XURWG*@oi2}tHLm*y<OVN
z*H`Z4%lk+x=jox<7e^l!9gPdZ#{;C7-V|rDGdDN4HkKndzb00<wY!T;OG~@oASNn$
z=I{7xw%W3PXsEm1dCl0~9?!_g2sS$_qpnT}M&xWQPOAPG2A^}Et3W`o2tAMiu3;49
zd?bYz<>q`ez>wR_s67*m1=MZp)g!~^6nIot=HzIa01ogR=SLAIdu#Y?jsD*~7sz;O
z_qHYqJ@o>>v+`txEwtIqR?SFyf(xDU<IurIcNucNMn+--KPD7@C#SR&7l}aoe509z
zhTQx<zu@q=jlpDBa+2%IKcmTm@TIo<?Ck9Oop+n8+FRFj7&@jwWa3a~@8#puIWVxj
zu{JAMQ&ZDqA4f~>Ch^Q<d}5-(EcSS3<`1NeUsF?a{#44Brb)4*cD8{|uU9shU87(b
z7z+t>Vi4@D%f^f#cnq7vfs^Y(t|uBGwP??ehKA<X_b3=s3>lDB^pqPzQNnh2?G~Ga
zkB^VTV`4U1GsIBtgx0(^=3>$|9-~x(l96i^s&160{Y3{>9shCT_QiZi2*_=DLiR_N
zBCY@=;g=Sj{v(~LV6mbt4qn~_M6v-|L_~!5#v1a(JF?jg78elsWP9kfG4LsQDQ`D8
zi<TUkgbws|*OI;#7dsDnzns>w>Yy7{J)89bAO}D!aDFdhBnj6}uk_PBy|7cUjG7N;
zSEox2a~0V56yOO!yyS)>E!x77XbeJqUjIuk{Z_wJy^*Fpt*cffFCoZewBvKYI=TYU
zaOy2Sy#!P*-t;)=+QuDe;=nO#y>xk_so8_16eYeMQ455y>uGB{8F0(X%hv~?FQSB$
zYXcwgug)pno4H#1omzj#&rSS^0G_zg__=xeT+sd}Dm{Hx^65gO`;K{kM<79Mrj|r3
z@`SJGRqfXy$Hc<Is;{qiV(h4ByB=_lGv*?IefPCg#+qLJKx=ydoV@z?fMCWPMJ&}4
zpmZ1d@8Nprw|Al~j=h7xJws`Ms^NT3Ncj%%{^AfL0S30{p%Ub_KRTK+w%8Mm4TNAv
z<z<hr_fJ`Z)qnxsVoACv%+Gf+8r!||9<sup+0j0nF4WMP7ZVd>Wo0F;txe$>Fa!Dn
zz=_bn<Lg1t*@<-$LPtjzYdulm+=Fin<6BH3%ADJsOyAtcWr1lE0cG0?T=M)cUm6@9
zWS&+|lkaYhJPvj@0-NkUyz4fW4g$j#a#_mR4Vn%b%u8$Th!y+>&T)B)ogdqxT3`%o
z2ep!$J$r{N#$q4zkQSCgx{FAUVeE<J)J{%N-PH!fCT{+lrzA?yzG^eN=?j;W-C3SE
zbr^iazd|d7X!q1~5WI|L1=cm&co>60E}?(PSPR9g@3k@O;raRbygeC>o5!B<)w55D
ziS;rW+RA7Jz(vDXY&2vv)_MU;7P6f_=V;E6XBC{5+q}vg9oCg?-fj?+ivW44@Q8>*
z`zTr(=vYp*Icn3=!a~cO&n`nzp>z;(5-(w%tiVgc5<y5>aB=ByVtLTCcZQeefI|~~
zCM~dzv;(l9H@b%bua|<1z%3Nt&R0iAXF>H+M+lcp-i>?BUZjJX#?3V7Rn=V{?*P_<
zLZHg`Zn%6w#js{?WGOk89rGOIgpm919*Q8H9Ba~LHDQ^au5Nu+6FN$vYUXNhma*17
zQQ$Hk9Uawol!{g!a=@lOjwIB0BiFov0&FU31mT^P9<#nsY|D0dup+mwgaNN7v1>2Z
z{Q9PahAZ8GaK(PM17B48lyuQ4^mb`ZgUt+gBEyEx3ZCpQ3|<XUE71r$-TCutxC_Xx
zHrfZ(_!v)7;x>aTtZ7zO(!dU}Y#BSa_1z>KjQPEwQACd@j2ST;qoTFYFiNLb#3V&P
zh|1X&gq$wzPy?FEni`1xOnf<*uXVJ4kEaUyJ8>Et8|T?zyQrU4Y<t{P2d#~b+ab>U
zcJt_DG*BMB>9jxr_uY)7KOo7bUFSeMQ}_XouEw+nyY)^sF+4GQS31aG0b~cB`uSaQ
zW~HmJ^y)r$lN7>v(g<AcYjZPQ=vUrd>Gvua1JAzi<5I)!WbEDyG&)|M%mMVJhjB+I
z37Hr4W)7U%O_xc?RMpCq2!s`JZBh1M7E5gB+4oir9nQNRci(#|sZE!GG1$!@N`x4-
zIVh=-simZ*I`^^cp5<0meZZmj*!y{W6r2TVt2QG$(ccvgguttp3i%b6GiyJVb;aVq
z4!cwNEq!nwAa9MXtGCFw5A%_q$!VL-oI!vQS!c7&Tregla%BFKGW-8XpV8SZQvzcM
zUL}iD3r(KhZAu|z)cJ9E_lBC{ivGO}4eXY601+!x<`3+S(CdG%3LZf#J)k>`2RjLX
zwHhOWJ*CwDy$;E#8Ithul>zuqP?j5cAJ=s035B(_NwN_)T_<SNTUiAc%*Y>q23`U(
zM(7|^`c_wGw$>XXq1w||fH2X(tlaVf80|waVKdwTAd?K9Cw?&p<huX!E%lQe)bzf(
z=4Kke6SK#g2n7kbX_LsPs0NX6qq<9Xfb8q|<+TrRG4vDfnZO@=f?V4^$iGnmrgE*t
zr{MC7??G1DjfjwNi#IVv$dS%rvHAN#D@byZaq0g3d5bzl#bKnfvHj6nh=riqQA?$X
zdF!a~L@Q|(m=9ssbpq~8sXkhg{jc*8)0uP5r7d{Jm3P@xqT4}EzhQ4oh8bM;8c9Kp
zLaPLwSpn25^Sq;9q5e&6S0~hP)A6UagC^^5Ym9vj@jgo+@@B{b!BhTSh{s}qkpp#z
zyoNV-hmbx^*6b~qN5aX}K+Fs9H<r%zNze31Yq$xst>nkt3!G8u^EiC2XuyBBc*p<Q
z$K5CSWt2e&U-C>OHWf(hGh*E;*)jFSNI#`p<jMGRGfk`ZQpT`YX&JuzHmsab45c~O
zOUfBmjGW{CinHkBH>!M_iJzKt0hQsOYNj{WSC0h*_Wr9feBXf#e-UzAzCExZRzG%_
zTg5kMZ1x$$b&Vu3xh8w<(%#`bp^LVt)GDabgl#CAIX*)>m^o~eS;Uz&@RFZ^R6V?8
z0KzlV=68N|b&aBan2=0JJz^vysbFmK`Yz8VzIM8xoD4T6x~|B<v2c4Gx8t65b3~Kp
zc~%s%3Q)4C+va~YhRXud$Y%p;xvt(bD1~Nyv4^BMEZ4vZyIY}PiN7{u=IdO<hBJ#j
zI96-Utu*~o_IDL;QBrE`q`;cmBf+~Pf7%qPJ87N_s)X$AI;uSqAa1HFdlz*kyITi~
z*4HGIFA8UT=|C5oss!jp3F>}QH`q&wy2r!4i*GlCkKQh-zBcF?P$h-)%KQ6EHa9od
zlSMWowhc7>r&UnT^+VefFxJhPSKhj#dsy^kgOtKG9l3F-#y!ZeX?Rq<^B@=AsoBTZ
z!f%Bxx_a|zpZ#<ndp(OUF-%kst7Yy-@VSgTEN^LCZ&GngIqwsWWNlPTu)>-9+bB$~
z6--K#?{cm!VE$<fhAzL#kUW3qcvbFxIs*3_m3w;JXqv@nUlvxMq*6*s48MB)x>HRK
zz-AjgChENoS2;nDY;Y|aI1LE`dT){*2L__(t$*6&8v9YTd8qDJJeBHj9;pjA6v6)-
z<u5x_;><=ui2+Aj>T;bGPE2RZW{|wcsEb`RN%FLE$nKj>*;8vM=V|B1YuBA=F77R`
zr%mKQ9h3U^KK0#JoyX&|_<Q!niqSkB-#-=-lDFKC`0)se89GvH`rD54eX0!p&<j&S
zD(HQWUo}q9#gP87hx#opn!k+(72-Z;mmRYyMN%1?=m$x|uh_Wlx&yA6=Mf=)c|7=%
z65fQI6@3hkE$RhECFI&M4zo~Z39@#u(k1M&j_H|>XQiX7JFsA(#ombTc3uLuvQ-YM
z>-HqOS7~NQv^%jH!!^J7%!qW<r+ceCh0OMUT!Iz3LuWozV(Ons+)KWEw~D8sR>~de
zM$ei^Il$n3<>tjr8KqX-W5qtOxgfsv1!Q}oJPB2IZJ)Me;c;B<I`4IgEH+^=zE#Xq
z%WZm(3j~Z?g1hT&Qc_X7`oz!(8EXzshTb(iXA;lU%g!UjF&I{~(*U4|w`jWQab}jz
zIHtLg@u`L}za$j4+}Bq&8ZpG8?k}IaQfUSLtpL2@Oxz`uso#YNNIfVJr&&46QJ7!A
z*`?p&Lz<eJnj+yVIP)S=<^BNlUB~zD5lzG8uc#?0oiP-eH3D00&UXNDL<c@W?5?d`
zd>Tn$k7bAH#tV6>A_i4^32~tahF30<vVz>fS!aHz6=}g^8)nNjcK62XA{m8XIECWw
z>g825Ivlo6iwg8H#p=y3W$x&^yz1TJn(!^Xz#~p*vB1TC+P9kD`2?r|om=-Ci6u2b
z?EXw9*ZDsBqSO3R8Iv&xWZD++UIP~IMhkO6CsyGfISM8gG(phzk51nl0(1S?cFP8h
zt&{Hh&WU$Ftzj0cCILBFa^O&RN?b#3T7#at?BeO~dSUzce)P<#GUegZ&`bEFK8#nQ
z6#kg%NlrK7p;b<IjqS|Xx_#(Z|4__Vv+vYGYG7Y$$jU@_jN9CpY|JfJi!NRTJEp`L
z|ImRNiK9;`MOAjWaGumWVU`lVBjV4^c2cR}98XQR*wBL@S$BkTKbcC9oVOiYEeQKl
z_;N)?Mbd$#e$7gQ%Vr^3ZQnGS(^3^^rx3`7J^^J;>LRtk+0RCCzYn?|3k`&{dJui9
zGndm4pcS2SSvH-y=RT!YFZzv<c?*3t_a^~$W?1y(LmEl9P{TGl;9V~Y2>znIx*{}r
z_8)4%HPYAh6syr;f~MxlxoY-!RYD{3t?Rg`5hK!_+gSZXS-9j0v#^|6GFF2p@deO8
zoX6wQiO{)GDvb2)dh+yw8XtbU_Ns9PE&T&t>6jog?o6>ie2K<ZFR*08p`c)lT%n((
z0%Cvt3UYEEkk#!JpxA!cp)G~?bB+kA$xc*oA!eMP6=~ciF{bt>G{~Ln1At<&R1$(^
zAMWWY8v`k<o{2}6-n{GnOME2+g^LaQP`+r0FVRsa_)deSBHxUB$QSI4nc-(8t2W<$
zhcg-Ip=;j75C6#&NUJwvvQ)bvyjk%6g3U<3+3BvrPhG3{K_R!(agiq$50_tS2%Nft
z93z2jFe!5Fyk+~bb&!Mqpm&OirIH8(KjU4prQrC-a^|re+<6*hLb4AL3`=iPev@_$
zenI<w_+>J=CF*CI#kx6M!9<43l$m?kv=5F9$@|3sm)EWIgYKVKPCqrs_fGWGSFJ;q
z{1JGdruj^#UI@Qwi^0ep?`P1S^VT@a?vZ=Dq?l%R|09`(7P9R>6Y3k*?}_Oe*_1Kq
z$AZ4(+*Tk#!8@4&nO&Bzm`I(_N+8g}^WD);B+-{~R%f0W?wZX(J#<F%Itu1~<JJh8
z244})HB^ca<;Ham)`Z-SW7zFDh7!dET#<^&wWv}5de4tYGvW?7LBNX!6y;-oirUQ(
z^u;LC*8A=}Jef{hn=dAwC*MujHV|Gd=!%I@+c6(GHez-RLw+2%pBZTYY;GUCY_@s(
z1>VsL=`(EQ9{nsKcRup9h@)wE_(7%Pk~)pJQ(#jTE$*Adn%vyn^H0?;u!yIJ1sKbT
zoD=#8*0tUrv=jduwOe{5P!G@^#1#B(s&xuqQc$rY;MP`LjZP4z;wNre7=;EUj{lY>
z@zpl<ROf~-tm7f$Mx;0h)o;*hGJ}a@r+`h($z(k`7)78}t{)cmhg(=|w|#GJp-*~X
zv@EbrnbU5VGa;>6`FE3xxc?>f&(qBIGCj`(8sE%bkW`NM43`~M`IK_!&duNF@-nY)
zsl+<)PpCXebGaBX-NmYYIRAPQ3ttKw_$$8~fg^45f~~||$hh!A)Qv{s?~(KFfMQ{2
zuHWv-6B(6yA##WKI=LKFMiAb1*k;Q`3=I)c>}+<-I^6G+t8<<3uL^3}^Txx(sgGvJ
z!Y3i!-#_s|!?5TazJ8ohHfQ3P8Eq7BRWm0TLW$@09Fq}F_8)#dP;Y@z8xOm;71gQB
z6(nGLP}s?qy(g(F<?W{ABBT?h+dDbpRq&X}ksQbHRgS9XWQpk*nQvs3aCgowD4jcb
zzJ$zo-ws<ph<>ryBe*begi%?W4El#2$!V-f=0BY2SYV-4t;K`ZmCEQ19y(OabfEN^
z6j9?SfAo`oO5(C0){k>LYfVr8t@Y({m-@849wovKqCaECY#}K4dI?NzGz$7p6821@
z(#1@jS;d0&vQ*5cmTiLuB`?^7)TQ+_m`^^f=PW*@7hB*u*a^Y_2meJ8e`5CR3rxn&
zXy8kugA-*yX^wz)@gBw;F6w!5=Oi0e<qB;$z8EffAFX2S(oK~wdb;eliH2(OACs`y
zu>00FW97*DK)mOzK!qurv!5eQWG3zkdnLh?t|{inl%Pj?66MOz0z(8n(%2c_DC5`h
z1=Y)>=~8XSzs(6DgJ7-qb4j<xkd+%Ywug`!G`YnKc~)?clm1e&iahCgf5CyY!t!i@
zb!q`@fFWQL;?wkFqVsniPmcx{DpLpg*(Rj=P`GQJ)^pS1;gzv**vTsNvH0v62K~45
zY**<SL>5z3%<<{ag-+3uIEL8zFQ)Dhl9k#5wm15rW@&@!3=%kVT(vGTPlLWcd@#rr
zI@l-zb1aO62oA7C{3X6nuR%;yMk`L*>kYd{SRd7_T8My9$OH*~2_#T@Y+uGoNcI|s
zXH=GCx2R)lg0`rlA+E6mA?&@1yPAv7#DD(q)raka-|DA#zkLrtt_ezP)N`@4|FG)3
z&Sz!tonVqL{Tz(>W2;CgKDYu#^P2OK{PH+&QG9v~?spM3-bA_9bQXN;vR=tA=Lbe&
zq~Ak1!sGQqpDA#COC&pVNc(%2+W7B!$CbWqVr<|8l9KXX9Ue&Hh1k(>B*;*7zC)79
zup}DqFEq{AV;_Xx;INEjG`wS263y>+XW+<11vT3x2b%obkSvH&%(A#-J}5U(biM@<
zCGD>TI9-E036;c~+|b*y=5Km6=~p8qddIE!6P~6_5(RUX2Q5_{S|z5&iXXB=4f!!r
zOPGYW3t|j9%AJfvNO`~ZGV1t=HVZ~AgAhkm$6mIwOz<<!QXlB+ovg-T^}g|yqY{I@
zMTz+=Tu)!ajShnsMD+&JIJ}53yC$=$_}YEdG^rFwz?1<_R#i1wEDr`<jfLn=TK9Sg
zg1fF1Fvs#}A{MJ*l`U96(St&x0?f=36jantF&P7MzMMZ^&5LCcxF)LNx2@mz4Fu66
z-Cs|(j(ZXKYsdA*+~>XSL(;fg)E35JlaF2(KkC9SPVLth!#^Ah2>vtgn9$~o&L=n`
zAKH!kjdSGv=_-8!Bi~(L!D0D~-%q@_X<~w>%m{e|@n|imk;J^Bj*mi@M(KWCIpXWo
zh!k6$@+;)#V5|CCxh@EBT+uq!@r79|F$80R+I=H&qFQdt6-BP>eFlj`s#hNd8#=g}
zLW#ogX}d;NEofi?DTYlm*=o6`KXvaj@igHz%xZcatz*F#g5&RwHE%x7l|5zT{q=-z
zf|EUw;>88fdMU$!eZO4T`{Af5<jU;CE0NN)ux|6tCB{8G-XQcI9<N)9y>!AV--GAF
zUDnLb4y8d9q`d3YoQ$v4Ni@@cWk0oN-~KDO>h?hj(7U`MFEu|rGiHVdxGI{i$$z_O
zONp!*_U9xjJ60!Mjh#T~IX{&84E9<$sB!`18YYWBVo%7cp0)kwH&nuozIY0wpInLc
z-haqe%}yBj&(Vp@^ctq$txthzq@7k_V=fEveaRx9*$GVAZ~pfLciUT|I5<yo>Y<dN
zY@o;>HTWM(S{mEulOxiOK2z1@Bq(x+d^|9rf-|V)r!66mBueUsYQiRevP&WEPHt9|
zZ($9l$=gZ~Dl*^c|A<hWO8hlvVT2^YJqgqQL=funQZ5lq*x9wcIy;xCll=G@ADh5J
zCjz8-2sx1b$e20u5CbtHvyqOTR<hbR&xHf7Ig}!)mp5y0%volfZmv<}gI_bTT;B`4
z;&j>^iQ1<PrVk-%Nlq|~fgLa(oR+j7@6>I9XBp>2atW!)VUZ~&T1A?)eWs{Q=V;US
zXXnBc8`7+V48F?XPmqrO{bYB7u!D|PJyDdJ`NdnRZSz8Am%RsxBEJvp>nd1Y<e+w4
zJTq)`i)cFPrdgPHx3=Fn?_V@c(i4O+NuNx>)QsE_1hNsteWQ&16?D8N3h`NbQ3fn3
zijfi+MyF;6r^U;<Dj8C~C{NLbh22-FGM(B0)nv=*?kv5q*8y(1evWh?!8i~^Lf&kI
z4>=0WB>85e&F;A2sQX6!NBW+HKG1FWT5huU+{s9i5W{^s+htBSf6GC(yRleNTY@gN
z3TKSYYOrphH3>AhKe7Y7C9-vQ(_`zNnE1M3dU$K+PH9s;y{KBClLO}vGI4{-2zZe*
zgyUL#<5uIOuG>dGJnVi(7ZNrhdFHF-l7or_8)7o9F97EjDGsAQj4k*1`e7pVK+fzO
zZeOkhbi#)7=+Pu}(1qF~rPw5^95eQJ`P2ArKN6jy9C;&j%jh2Ul6qA2qpy{NHq^Q(
zdq_e$B)1(Jk-(2@VG`qzpO-HjW+SeAE9Erq`MS%md?|j1QoK@6w$q7F`>&P2mLsnP
zayukVO1gyWT0vErLR+X!_y2De&xXyJkqh&SAQjBv%ljbpeYVNup64j)>mW&^JGF5@
zoEq_BOT<b|4`1p>s$zmstS}zsg8}Ym;k$fqi%Yw7){cwD$ohV0I|6dJ+F-^+;pzGC
zJTSX=l6~*(f`tZ|+<PRSx$TlMp%d}8M?g4*ND0M&NH&=6AFJJu;+<XUe9!-OKM9Wc
z;d$t$Y#-9&w9h|<|NKVN_xEW+i$8~l{pYaK<B50<iTfkA7P*?vlCkWgA&7A-s~MfB
z46Z=}s0Y<gO)^HuK|Y$e)0H`YM`a3trTsL;?MVHki8_~&|GnM`!2Jam4>D;wlU8xn
zuDnuLin}HFudMra2g7FIw{#`}Up~+tq75OE!wDe*g&YU)KNJ}}ma1c+wRh7Tll>#|
z4XdUkKy<)Q&U^j$cSe^9>_m314igk-`TmM$p=TuP&tJSh9d{NkX~P$B!HMS)y6-(+
zolw$DHdEd8Uj&6FS5A%#jZ^lsYhm}D-oBJjr4tQ*WhwVs+Yz$y-qPL!8^2*Id+Is0
zFQ>=Rq6#LX9FkcTz-hkSy0HIzyKicNc&0jQrE&Ml@GzH}v2#qT$8xy>_by!KueA8&
z)YojH#q+q>__TVyOx_9ZuXuk`lC{!kip@ka&7kiff=!}jTsJM6sOz}q8{3))mc4}c
z#b5T4T$K8&v2XS)s<a}Ld;WrSPfMD(M(S<X@(a0jJxJY}vOt7MbPJ?4wc5gEv2s$A
zMMZ(k;7a_X9gFDtL02^8&%5*NODw8VCSH7gE!}WyQhgF_=sk$Y?gZ)6oLCZ|G<iNL
zy<SxM>}%(vNyV3Pu%F+B&6wV6e{r`utmz(}$3!ZBVEM9jSggS)w?ih#_+Sm@Sh0Ic
zh$G4Ao;<!G;<DNj%vp|*55bC;Cuh!eeZ;c;YDiXO5+z)&M~OvclJ7fd@c<+Yw`CNI
zQu=gX0_;!;D;x1Kdk=BG`rApxVNqqd$WhdwVU3<<R)9$GO|dwQ$lv=ym0R?uTIOTy
zSya{rIfJ?~I&Ja$@Sn~1@X{@qp1)=K&{Mcp8iDHKZtf(;^T81T;WD|;l7g7wW;QUo
z%buQ;%fy>uOWUE}<bhYVA3A?0b$CR#-s_SLE{9CVAT!1?_gRjrU*<ux2@xlBr2R|k
zW5H;&VQrpxd><Sb9##<wIY4KXf48XiBYGt(#wR%9lf1A9JA5nKu23PNc!d838tYA;
znS}bDMX+2#IopqqK7_J%dQta$B_3E0Fue38{lH?e68@e7n`_buoYq)+LJS6aWGrMQ
zFzcL1{>puQPV7bd)0$vl*_@9#MrcG}TnP|>z2mSGa9(tx9r503qY(;(2n%j}$q^YR
z#uNGe*W@`S<q`6vj+cuV7~gTK;(VstsTqtRu(msk^SALT<{+E+;IK#@1n<FUQ_It3
zbIo5tP8;PUH7!klB!p-MJb@#yGjeGEB9mNO0iP5mZ5Kjud5b(*ds3Tk(~SDhX=2iB
zoz;wJ&<X~GGuKDU27B|Y;+(n~-UcL!{>~oJzq=9ZGw-svcTyY7o>=d3&cu<4H@068
z);s^r;Z(DUDo@oOE%HTeHUo^f@T9J#xuSXlgjBfhNW1tuCpgcZkX$JkeYZDtf)?B}
z-ZUhy<nl@Froif0NA<ThOiJlGhef%S*o7jtrKru(VnnanEepOxB3sRyJ}eaV{Bi^(
zSO{w=*P<lUcCw#Z9uAb&<&K$hmZ)qb6cxU+62N+^G#oNmvc<MoMY5^FGG+`V>|1R<
zubrDC0(fahbwO3%E$0PZo9425sT9?=*T1qm3{hrP3+mTx-}zV?=x+<p>>UD>@g!0M
zjUkMv6!FaCf^vORFuQUEDt#Rr7z#Wuc_<W~2JrqXzf`uB1YU#i0tKw9G{{gwn>V9N
z4=bbHh8JpiRv3RJ9gqz2p8m<EVH9>{6P3{B&k>ju)5SjJT?9Mezn2s%lex;YJNEP4
zU}_Ga=d{NHkT{?Nofvwa%{z|MmrmUTIg=>*-WQ^%@EWyYH8SfiRfgM`^NHKPEeG)O
zo`Hb!@IANn!-z#BOsK<U@2ARx?$^wMF86iQ;xN}Oxwfd0LNmW}P``>3v*ZsxlKxtY
zd4x+^uOnPb&0(Acq#7$Sg3%jN70J`@C5K2c8QC#0y}1mo;)){VtfpW!Z8@u*Nd|)#
zcn&}fPM{B9lH^w&hZvgY{`^W(wc6^NK(X=+(a?*(!Zao9UxHkKD+jh&QwM?4nDP|x
z3J93A2bA>^lAH)Z$}%Bo{M}MOz(5l=<=b1&42<y8?n5ufC!#w!18-1f#!;Lf&eCt_
zt_qj128z#m9}s5-y(pdyCrQPv)6`h0G2vCh+knoDMmqX}t&hW!a&<f<{HuJ>eXZz4
z>@R#lF*&SI{9Y`^PCz({tncUo^Ck}kwR++eMpDfC4$>OT?sC-F$ZLbywL6KvC!sUB
z^E`Xt`OSul;FM)iAZD)COX)z^ll&ca26bnyldn8-EuG>I*rQxb(BVMR04dWouO0LZ
zLxskD>RDtIOSw@C@KFIK-2?>Ko`GaaZmry&@WrQoFL0EiD#o!q=z-k`Up7G*SZZ{S
zYV`~S$aJJMpnOX@VJt;>UY8w83GQ1bMy_zZR;f<Bt#Q{%%Ret@)C|JKV~*KsCS+DG
zDEncLQAkBsh3Vj3buB{dCfG=YT`d}W+ukmW`%X|dj8zqZ$|Y;+l6e&;CjJlq)1k%&
zLE4tIx(st#nl2%=4jO$Ovr{EcXSHR(LAjETG&1AStcN_)z`0WW+@EbsKMtMNIdRUW
zS>OLjFY(+bEoOB)s?HwEoT)w{+G3ghIgZFK;2?}8<R=k9{sN2sI@o79IE<S^cHVid
z7jN=R+u1-kwrR%{_?}1`o^!iMiEi1J!sCh+EROJmXE&Ih81r;qR<zHS->q|Oqo9ts
z1hLHj@YraSpr$5W3EDjRFK{~Fvw1!_*Us*C;q=h?nm6vl85<(vyi>_di}r>JQ-eSz
zGU?GacxqOue@g-j%tu@7oBMJZo-?x5dFb3UQjumVHAVMN+siSf<~ass^IFhPNZzg-
zR<s>SW`LC9J)}FN1egSeqOdET`K)T9UT89K7u@+=evEnawWlkr%_Rrz{B|V^16U^y
z$g_V+r;Wp<y)^}LNK+tA$i_?0n>!I-Yw}Q6lbqRRO+2xIqE)}JTZaCV4d;*CW`bfO
ze)Vd5uCy!rv)ZW{q9gzTIp|5VHfh?XlBX_m33!BSE7S3<?;`h=xyXq3PM$DFydD53
z@RvXBk*1F(lI=&_$_@}IJ!XwH>O5(Fw)@ChUipvzx+T5B$_Y+5HjkW}Jj%(Qm`ugo
z60$3zqw;G$A^Ral0)<h;f{L&6{yf?RF7-XI@;i(%Sw2j%fK~SB_4Ai<N&ToauQOsw
z@%W+2MxoTWe~j}viPp7p6>T2c2n|0QxS+HeC+cvZS8laGt^pjxppQUON}0xUs`IWV
zBty!%bneQ0aT>-hh7mTj0p%PDQ?~yKnxkiCaE}|d7N%K(<8zRk5f$J_MzSm!<(WUM
zi7s!~)A}2JQj7@T%{25;Vpb_U6+-UR$3XX;o*k=9Kl#baO$nzeu4h)#w7}DUxg-@t
z11uK>;5~21qceS4nETpCG~<ox)BeUSHZ8-*dvf0U*VuY08Bd7%RL?^&b)_(7MaS9d
zCRQ8WZly>c-MX3$@hjPNgrIxW5jf^Ytx`9a#A2nB2|NNg#gSjtv{IrpFn&72RMM$k
zb9<JkJonYI3}pMqZkI5b(yoJO>~Cn0KBkFd4GudN1|i++h$85l*IIQGJ111T0)O4C
z<u!W<L048lJ=|Zmzny*lM|crb5M<MtxL0vMn2zS<JMo;JK1T;o3?HE4fF&p>A5@3t
z0kdB7@u2uAM+2Rk!xgIPsz;3W`Z8+S(|VLd<xcgL8ufkvvYA*c6w|b80Bdy{zZ>-P
zYjv4q3KZ4Mv`0X=^pzv3?y&BjK9P5Rdk0y%Mh2vmE=Z4I3}ic)GC%3W1;cFeyXj@@
zHzekpy`y%LA;vdYB&33?y)kpm_nGf(@0@my_zC$fP_OKg1my=~gG_wP;!ZFw!AV`8
zF5k>l4Fg9hDzAEv*V)0-IvYMOU?PLSG4D1#yME^z`p=wBH=NpZww4U0#Ho!TwQ^1j
zxY;7oQSi#74v8pwJR8mYsfQ=I^6=r$Io-;^J~}+fH^Pl!C&Y|zt!{&V92U_^r`()h
zlG`Qwt_FmnqTGy6iU_SEwBiZ0-m|{Eo}-Fy7CwKjQW8=(DB{&b7uev;h;-Um8q#!M
z5b(WI&1!vjmVz!H{ARU3Vd88w;CGWH6nruU(nih-;Xn1w9#cXg?M+XBnhS^y2`;DP
z2-`H`x}BGU^+`@Qx$deFScNh=2Tmk$hNWr=6k17ieWBP!HY3oDFpTjMld=&xo&-Sk
z_m$()Vi%7>5&Y5spuH_e4W;Fs`1wARGfUQD$I<_(!zA&TDPMeF>A+n&M7+H9Diju;
z*FRcDJ2sO<V3M3Z(GGE_<hGto#hY|D!vxtGj6iVaB@u!kxBrc9giBA4K1Bk90KI^o
zR*s^(K<u-IBZ-1GWtdz<RN>29ULmx;aam`sX|$<gUaMn4ITagR&uo{qRqw=x)a)M%
zm>9MLUi7Mq1k`J5ppB(sS4j?&QW*GPLSs4IWqNf4)S6M<Dg27c<=uy7g=(+I`a?+E
zHQSs(`$4#6R$-HeAfr^pUCUAZoS6!Yh#y+cE0=I#pTD@ediN(n&}GqKTN=p(gs)<t
z**2gNDoIxf_ihj<D!W>zr=+y^^<jWk9<PJtyKoMW9$=uMr6r`H!L_us+}~W3OiBh;
zx2F7=uqi{VoKLPILDu`0pG^G|NwU>(Xt7Tl4$E%1l~O=0-OKz_9clR)m2u&F8XKB#
z4ZIJuzlK93f7N^JQPt7;F8xR$x(cJ6pLtuj8sCOiVishiI;ez6>GhwdY;7qdq`fvZ
z9$bE>8yrgFoHwNqBET$m#RisEPDu&r_d`Sig;vnc%vRI3yVVJvEb9IAh&9l<_P2#!
z9yd)5AR)0q1JeB7>Z&QX-}0B-+`#Q^n|%)*9m>hc$@;k#??*f`_$(tV2(z$IVVfFx
zb>o6)32=KE*GtY1uFEgX+Lb|IVk5x?1fYhb(Giegb;A7^X32*|(OB!~y$`P949;zj
z>wcXeOoV7NMC-FWNoD)*ARQ;5!Uyxh5Scwzd~PS}t;1=`#2KIDM9Fy9y?;>j{rD=U
zqKd<>Kx{!5h&$<U`=RK++`fR7Yy^Nswlr`1U0t|8()||hN&5Tu@9gaCcTJgDfZJ{8
z@2|>cq_UbjuLK2fiJPv5n(!Sfi=}NPULcbks=bJV1wexfC}e2YD|LjmmD4}ks}#MA
zQ}9j15Gp|3QFYp%7uk=CXr|tM*C5IZf*o8nvfr|ZG=jTG%LG6zZrgV19xI(HyZw$J
zA7`m%bY=P?Vte2!9M@h}(U{#~sj&~CHVy(1WMq#QiM&uWoy5gPGAH%7h^ryr1J{ec
z)&LAkF+Dx4f6(r~KWvr`+A0BG4FJOL)%keUqiqfgu3D&iwP}5-mgI;Q%o$R}nW>gN
z--nk<TniRWk#vBh2&|kZOnFPjZ|85VXlcH4MOhmBMua2^&-nYI&_?Qa;e&uOChh*7
zYp4B0%N3teoF%iOMU^W6-U8#*-W7KLd_ONYm#Y5g;DF$#T42p*TWjkr58Q;*)bD5l
zyZlj}MtH9)xkGlB(jvt`?JNkmvyq%y<xay{-ZNje4eee;R2TYhoKV6cx5y|*qn()w
zdOxtY7+3JfD4sumJ~=hzT&LrScjD?ux3j+9tp&O^AfGP2I>5{NM2NBUhcWkOL<v?R
zIqaP?_(2YB6Gpun9!nDN4OMJa|AS+lyC*_72ZU^@l#z_euFTv8=m+){b?zgw*h1+_
z=hs<sWk1uY)aX`YUmIz?ZlqibEX2nbw$A?ILhgBU{Nc5JtlP3L4Jj$<r^la~nwrK!
zi4@}KHhL?!eQ-N;pF^`l(e4813WOX-g^%BZk+Bxry~du6vmvzV19iP;T!2A|mX_bT
zIgOZ0*a;>0lqs>2|H%%JP=V763Sm7Vc#o`2U{hEp{I)JPo^g;*o<AUKyR}b+3oG-D
zcH#%_y{$+OM>*n;=M*LMCEa9Ju;WX6Tfn5}Mig7j<=3#UbKJxBF%6UgvYe%@>6U6Q
zURh3&<AVm<-ImFCf`J$lr(Wgz)~aMy9zycPb$I)WEm2>!DpnoL@n;|aPZ><<z67%T
zjgF65RWoGt*G(M827~JtU^-rRGc^J~EavP}|678fV;A(CeEXKzG~65Yo2K;Wzc3>J
z8F^uT=5(^FGn6K<QxgZt1hosd6vgE?B}Q#Csfw(V!d5HtDJb}1usn4I+|8JtvD^kS
zU&xSAxhL~1#uUCN%sMyx<BF=^+?KMtwj%zyT41qqOs}M+{cBj!+R?1Wym1s*DkU(6
zZ-`X0<Z51r?gkgFTuerJ(BT3iPawW)5flH;#=&PSxZdS;@=}3XZrs0Ao$XjKQ7Kk_
zLIR=Z@`StYOR~q%f)6hM_D<-y5VSWZaT^Q_e>-gKYaMCAWVvw79{e1MXQA`9^xZ>R
z-rcc}9W}eq<kK3|pE)wNv?FPX3@-zS>$u@-K<kumYy&h%I@`eM^d&rhZB$KQoUX;E
z<Ie=<{&3@e_2kRgXOiH?PVw>{e8yl*5LPx4=c@%a_-#?8rQcs!=~A#N^5z|5X?fkE
z@Gq_aR>5ltsIt|kQosKg;qN!-z4ON5fe?RROh&lFpdN~ydSNA*<%<XLd7N@N-PERK
zERlY@(9y0tl+To`CUyJJNcIdL*83eY!M8z3zK$Fippt1&sg}zCf3&}N1=LYT$}5n?
zfd5fM1lSf`aT2QUd4`S>9=gSU7M9W*KhlTjvPvZCl&t7yur6Ie*g@PFTesJ-f9aNC
z<tUe0ClI+X^y8IL5GPA9th|v-Vct#sm-%pvIkN0^n{F0KRD5m~R&9W0%4F+w)GhM1
zAemX9n5^)nQ9dw{*M^9A3ca9-LNP0PLVzid{ts@WjOJu3G8cq*+jxSjlS|)Hj8Ew!
zj#mRQ7ZDeEz%LT^yrkHst@*KH_D)enNB?B1k5md}@}a`2zdIdw@Z6gGj>Dx7yhoGu
z1Y=5M4hM`m3UbUR)mA5qCmstZ$;6+c<+B>fWjhKI<*GUd85ca5a@H{Xun$X7f9Mke
zkY$lY2cq+h?&-j|U@|&J{6{qg<eWnq$6;UF=+Jug>ba?!cig5Uw0TH&p63`E5ee)+
z^gBIO0I3M)qp`c+8mwGp<f~%nN(}JS;U<A=Wle|K58LK;sXZMQ<)7-a*_Z}7eOc45
z+XH9{wc7xgLMcPkoh%_o1u9q;JU#s+81;>r)^p}Sza0X4Zz4+TPe{+~cxU_jN7nGj
zq4#N~e6m-gOyc>-G7zRW1~N1Uv#d`LPZkUzbXY*I@YB@%X}c2q!>3&HX==pfQu)n8
zWLZP3$d3EFg1yh9@+_$!0Q+>Fc+UsW*JchJ+~-tIW-lhc^kGfjWd{K+D5Tu-#Hvg&
zc0Z$ensP%*u~WFRJ!Lz8G*QT%4XS&dj};qji<aWn>+!Xz;GqfrkACXLPWXcGaPjUx
zonBPx-&KJzSSE!r$Xv~-=kzS9<GLg1(~trRs)d-w1y8<d6!YmhCx*!gxHDK{*es$g
z+shw>5`|~S!>PpZo`_oILN-qvc0efiU*iOw&3~m)vhr3d@LT?x{?~BJ(a$SK8-vL1
z5g?7bD|XfGjfxOzA8E#`{87phvE2L_Y=gwxbQ3O1i2?3dZZ&=wUbnhcPA`DlH>S`H
z3GH{UQ1IBzBrX@AE)=uJt{qDH#qHPwfv1ir6#?JsN7Z_49s0ulsGImT6CEOq@>c&*
zWXiPRgu4KVM92lMw}`u9q*U}gV5@xS1wB0i%{@>sz4Mt=PA7jWo*>Y{h%zH%Ujn%Z
zDprYa+mWllk;Yc}biN;;X)u5(<C{<Ye^K?-aZz?rx34rx4&6C~v~)KT(jna-A_LM5
z(hMC#C?MSp(j`c!h=771T>{b|o%f9I``vrLzx>0W&Uwyrp1s#zYwdlux;X31o>ID|
z{CWAqR`OxfKx+uE@6<k$;OfPwwlx!Kr!}Q@DpLa0Pcs$!Qa~n6%g%K@({xTojDL%>
zhpzx&4Fi#H?IZB@LJ$#uA$GtTgLBew_-2@?H=f_kZDqcdG{kx)iNGY@vZt_h`cV8Y
zvPk%Ee`@R^tus!9cHZfIC?*c>zVeOrJY;*MuMoE9*Z+xo5M<gN9n&};5^VwBH%HX~
z`J`*DfUX}!#c-a}OXIw9-YAnnjBdxcgSEkU5zAKE*%MpWU*DiLP_?K;DX&ZMuAMCZ
z)h+#OQ8xl$Ph%ZT2L$sbfbvM@t1cbF4xfyUolBfpdw6{~<i4OEL3)L!srEDe%Nmt3
zeEU_GK5#ODBm{bA0eOf6y)?$`%O0=d7{v9VVB(`v->THEYR8BwoIC#kZtYQHbG6k(
zP4M4zyVw6#MqI+@;FZb3JEjMoKOB|kL@;09AJ*<_Bp=b3ne!8r{c4)&x_hLkCq|Vw
zuZ|zz_PjHTB|M4YzngW-IJ**Pe4l|XstYi(6@#kvb*OugXA>p?MLQ;gtR2>gw9?<;
z4SIEtE$bp6PaFGyV464EKqX4ZHkPUwmO$RT?b1i<;!Yjwwc)>$g%mIF>7*21*K!$4
z;*4je9lKos3=qK?Ec}kDYRLD4XPE}h&_aW?K+%vZxUJSdw!!tID~HB3dqLlPwvrHQ
zIF1qWO_$}PJ@{fq9kXn0k@#jS@Yt^l#eYPDS~@BrK@AANEG?rcHnpqPL%M&7A{qdd
zF+;)S+@BKrdS8-JCwS~OXX84yebA#wvp1=moob&AY;j|1yT|3Sp?Cz_hp8IMVMoTZ
z_tr2U(wdr!_z?_<QE68-KsNApex-YM&3GK0|J9K4zujjR%{-EP3zU}o|AyOw@<W1a
zNlp5R{rf2^S)lcywzCqeYpcRQA!1L_!BR4TPJF1VG}XrCUww$+UxwYfB}4R~pn_Hj
zcPOdFaK<pe*{!`iM#Axrh%Tly$Yw15O0zWx56M<rF6eZ~=Yc-kY`j2_Kx>&MJI2<_
z;Hx#pWv2ogeYl{Kk3m+RKwdRz*?T{3&pJnAqOCWkTuX-UWyQeWeL7$WIm}4P?TE?}
zOZyu}|Hp|}m8Ou~P5m`X^(Cr7IypyY=e{9=Dn{?ARZBY7XHNZd+AC0R$-!55{l|%^
zUL7F}CH#)D$TV{0o`>_O7NEGc@xonH$24}9N*+p~2{Jf~{4^Z#7Y1J^#eeTiSLfwD
zqu-AYu0`XS4j%$;O2$o&X2sfT`D+f@s`6j=(*IS=CX<!Ph$%l7$XJjL6?Who_%hDW
z_@h?2atMd+yY3etxut3<O6%*^dz^`_jtoD(qVb7kxqg#H2ZeZ<2mc-)VpG9J1-uwB
z<cnDYe(zIUzjD99?yFqTvwidooD4#VofSGNs?v&rc&c|9IL`mZDQp9$Yb=A#VSf{+
zIP3*G7o9%9qmdk1iL8}`QODy>!>Ys0j3I3E&7`<qTMqZVuEFIy|NRV@^WcD-VAHE>
zv=EbdARiqs5|cB~0mgWQp82ZzB_eYw&~drMan!pFL?FB4u!~>EmU=+x86QUM^W}JQ
zekO^y%+hiw>4Qa`-F72*BOt*N{*kL(>eD7BAu)H-{&&6egJ~r%@_K%K?b^<ME9!3V
zXYZ$>srk6Y--*NMYeO|>jOYg1D+T&Y_phSQAk6Qx!JnxG4Yn%HoJRBeW*rj<Y#D?y
z3Nc~#vubaOikS#!(q5D;&^*3j6>3h$Z+qX2PjEW%3RkhVs6PiZPr*8R%owmjc`=k#
z*$Q2BLW5jfB8$*uH)%zGJ_^S;W)k%xwJU}(LyxIbApUukItA0qj7n9Sa`t}rZ8~QB
zNey#96wR{>nBDzj)=TR+1S1>F>pOi>L%t4F(|6H36NA*ugUnE`Mk(po-`yG#!ME90
zXJLcZ8me<`?wI%Mi3a;gwThIs*D$q1>7xrni^3mWGD7zj0$;r&rudd(2fp^2Ev=RP
zBm_OyyfqAlnw;<XvY96|%N@sg(RxbY5_R&Kvg%F<w<>nCQ{l|@m&JiT?01)jZnH)m
zqmWs5Q^GH_!--=oo;u>`#UJ-1lwcb9do!4u*nbRWgOkWB5n6VSRpVNOEcI-AC*L}p
zdG~=1NWCZsnk+ddGZZmS#;&dZ6JCW7v@NbFY^_V{em;kq0zu0+@o3g$<g>>S{VhyD
zHW?a)U)ELMEw5vZ@1d<)cZ?=dIC!c?Y!qDl4$X!|HqLD$Hp$m?!(OqBcBmnl>QfW`
z?xdD-T@u3QQv$+LO=t~HxS8<hv5R`!7H=p$R#@b}+hA;hK}fU^n|Tm4!S46_?2OWI
ze0bs<HwA(j-lV}AUAO|;ij<={<mIYR%yPb)Zkx;XFtFESwm*a#8n`n~G}qTr5LL`3
zJRD?$PGhG24lxfnn;#YOdaTMj9i{n(L6#t#PfkaU!Ymci;X>eD)Q>MM@$2>u7gycN
z(lXSU(c;5ezl2-ktQ9OdY^6_Qt~=1g6YG$2eIrBL{6|85FLpZ%fpL^s%R>(1<hK$r
z6Klp20m_ZcIQNhzWmsn=&k9mFxk!?#a_e}7M`e==*-2C&Bzomq4_(Wb%FeUgNeA0Z
zFnC`D+s;EpwW`XAfvM>px-afrODt%DAfWjXI`;+dT{GVIeJ3z&CP>48szFzH*=ZKf
zd+2_@(&Q>2xGUu0W`Aj7IM+w@o{;lQZZJdV`-`}-hgAtCN^a6;lxlG~?+?asMi9LJ
zAkRs@GMoyXkFEYLy%MTz=SP|P>7Jtv9uZiaiHXT(>a?36(`6u6odDk;jFnxM08Lg$
zj>Ie(B7JjA)X+%ThQF^;pXvakP_o)14(~KrE1H+F4iIi`Y0<~$_si_0prMJ#@Rtba
zqOx@3!@n(%Vpd4Zul5W#-*9;~!lE8sy|IN*Kohol@dqP^M{b*#teKv#gbwcN>2tja
z-*T42N4~yGPU!l#FuqjEeo6C>SRr%Q#80Ukhpw4C_O;Re<naly_evQy6WizWF#Hp5
zq*7bbmIA(wP<r<Km>OklCFf@9^20`;ZVgROb5?v#fB&Zp=opOFg(QH7%im&9!X*-g
z4vf5fH}Yz%gQ%JG_4#oeL2^FVl0OS0Qxk>c{OYlBFzSOp!dk|23Hc$uVw(NQ?`x`s
zo#&R&7_G>Y5YwoEX%L%wIX&ZmP|DcEajK&RL5Hl5q;6R}TEBgQMj10P<Lg!6G<ysB
z&aazIRO^Hn;N8yeNNrcv2P40Ufa5KXJl^fhVB$*W*93+qaieZMbOyQwMKAGS)u^q$
zsp*VmZhzL*i=cRYKf%2_Q?eq)pRC;YFz?;Ij!vXpv(G7ldavx6RWK+LpyhKR->Q@{
z{7`}2xQJUdg2%4rY2DI61FY=J?d;P59wTw>$yGsky(+f8mm2(6glLWWws9UVv9``0
zek?s!A34~#IBpee{Y-?`$L2N-i1<lzbgotH^7R}G0Nl%2wbx7QhA1IdSSUrsSlDI1
z>~om=C&&CHz}G|i_iN*Z4ieok@Jq+LX6dpuU!6|kL?<iLKCI1EsQ#_ufhkf+GxR78
z5`8kK+_Z}c=Tn7G1^VcwK-?Q0NHX1Z3WO#yr0NLJtOSw}T1pwk3XVEtp*K`XxliHQ
zRbIsFQ|_>8Y&+-q_K2n?6J?F6h#W<Rn4=B?Dl_zYUJCG9ica&uS7aPs)K9zFj@Uf)
zmdm(!JQo+ewascVnPmA|{lVaIP4K=(*Zcci26TlJNA8@@BFc9cUE<VLpB#G?a7kg|
z`u_I0y%s&|^>=lI$d~80CNr-M*1?$K1sy(V^!=DaZ0Uk8;opF$&)%EP5{<5oMXdhe
zXU#wCuEVDHzV!C8U(R=hoR^{ZD|PL#B~waA)qK?!v-tlOX35WF7>{Kj&3K#D12P2l
zQ%yO~xjkNNZI>%i)<=fI2?q6DGnqGonMM78cN?c&9r9ctCp5BjtfRA`sdo5Nuh2MY
z1mJlYtsK}aJ>+IRE$#=GYrl7|m8-MGSZ5iJj;EIQd5QYthtTh=JK?0aKB#=jZp?#m
z4AVWdl^i<(<Jhwgel#SL;6SlLr+Jv6r!rH;{YvJ<Gbm=sup7aW9S!$_5S5s$i2Avs
zxOxS4XR@Jkny0&7xHRdd+V*~w?*3m&rZwYKRO>XT8raxNpy^r%T=h-$Atn7Ut1xCP
z$4}h#Or_Q7G(b9aM5fb9oltFrcq09C)JP1{v3bFm=4PoUPrh_*J+#}YD}K`@$z;lL
zkTb=f3UTLOw8{&n<X~oAP==|KrL6cTzo~kk$~sYzOdowCi_9x#s>I@^{m~;TML`$h
zh}=7-_7UmOFS`#1R|d+OFL6eGJR4_p)e}!3>84J|u;k;{gDuKhKhX(2TpMSKYZkU~
z_f5V!+dU!q*r&+m-ueno|9Em4ydNcWWcW2wt&__bIXP>4P00UUEgJ8IqLYF&anrog
z-IYy~U;{s~vRd|IIVb++X6Kh1;VSU7;!=UEH7?L0j!*IYX6{i&(KP$<nL5?Yi<tje
zFZeH=sV3KX#GP=Ab7Z<tL_N@2U#f`_o0nu>Tz$cQJum9?>v1JbZ9I7v!iQ$(!|=#V
z=hFyo>`;1v<%N+f2ad0UUo3elbqd=}N*Ta6+N})#wxVInTuUz;NL8+)?sK}+w)L_Q
z*>D-1=={sM!iFhwe3oBcXXT%|DSx1H>kthQ(0zXeycv~v0O9y>A>VigxJKP2iNjXN
zB5!(~TIf%qIV@K_CGUI-d%{#Y#JQZQCDC(h`Z;bzHAv3b+ugnQ&1!0DR!(<kD>}f^
zP6ryFjcO77j{5ZvmB5vuwQrDtXS9YqNTPws5bu2{1veesZ>d>)Qr*fu(*M9<s~?qZ
z%v6jIt}lk$vB2-+ccgQ1ak-wTfq;GbKm{&2=E>gM@YH1V=R5i}QFGbk?<B+xM#Mkp
z3cvk|F&IEo!G5VGx)px<QSgd5kYUdun!w8cg_<Y1EJ44Cl}rDLHl!xcnRS%dU6-gr
z-h(m)@_92BVOeJsT>HWo_9Xx`(5l|CfIQYd(AUQpi7|9=%-+N=MEqaO>|)$7u^PK%
zcI3Ie*R*&o+=3_^xwLu0f>{<X=@e(CTIZSC6vR#5a)<Vb^^Qa>XgxF4xbUe#g&0UU
z))rOjiG`x#6kUQOeosA;kcfpD8r@R(5IVh|*7S6;rAIfE7tQ_|86nkV!dfdff>d~U
z;K6*yR|sYlGFCMr%E%1eB6!5rr4_!g_Q<xJJV(stmcE7<FM&w`4iCR7y81yVnG@!G
zmBp`e%Up$Jo5l#wTws;R08sDZameB&jf?_h#r>zJ>Nt2BatyPK?5;9iYS^dZTpTc2
z9aCwyMyj}OJj{HWL8WH^$3@Jx{9I(YaqY(TRhRw-S#LEK!LE-#U&egHWrg)Ov!z2!
ze6_WF-pDNn;XWw8XWD{mfTru2&BABEKAxQ$f?iI-GLX)OlPbqhr<8T(2?qH+g|)MS
zR8TMTFOaHQ*LKnas&)y(+S9!5Qy~>NDgm8fVp=g>tNWmFL<uXt`vC81VI&`a<C9u{
zIVMuFr=U$DGHy+uxqtXzHE~ogil76Cx|l`GpOUhtUmezyT%Xh)pFR7#KC?6k5j<!U
z%kAkyXJ2aMq7bQ}gvscafnUaT^+Uxy(I*1K=&=f;kO`Ir>gQjQL@fR(uyJ#HK0GD`
zdTF+s+8d(MD*ic{zyhd;xo(0YZVi-45a~!nk)MRGoP{#M8$L<N#OaSgNNA&~g9>J4
z6^MoV;O@92^HTo{wBer=*eldEt*0-UV`#Wv&Yl{l^fn7)!^YX_`r=V`zouA%g&iJ`
z%X^SL%Wsju9}PMW+3uFr0h!<Czl9k-4&Ql#-tbMl)x|bzYj6AsJn+4kvaOv5qfBdD
zbRHiLu7-Q9>uK+6&rHx7<xGn`Vl@RHyp$p)5wLRh%Bd*~*OvPiYZL#>c|1FLR=4Sc
z(Xd^rwQd)pI#ronrA0Ff8dmWBB#u4vMbUSDI(hnn(k2a3fh;5bLZxPab{FqRyq%?|
zjMGW?^O}$FY)QObuhK7r)Q@h?-rQ8RV_n@8m#{6ZisHasXoQ5E$6jQMJQC<KCkU4+
zOh#Cet^fZ0oS2xH9t?+_^fE{`TpSl<A1B<5F;2x#ez}sNe08bG*4z`V@rTItS-jh9
z?PR(;n-3{@lW4^Aj_+kJyQ@wE-b5Dlt7RglpByV{s#9d-2KoK`o((`rCK8l17b%$b
zV}vSHVv)Y!x!28sb!?_RTl3snP6)>hcD6dSDF5+=($kKk6f(aaR;<u5T1pl8*qGM!
zs`M?BH)`<V%D~fER1_4%;BThK3{cXl+fdJP3THcXEB?9PGKsTQ8a9`gbiB|0FdRwU
zkT~+(Q8bYSB_3`E%lw&?wh?F2dVZ~w$2G&HA!C0h_%!p-bF}=^s^V2DGxU}lYKymM
zsqBzom5(m=`GI~E5*<h&%cXP#fj>`S`JR+9rH6Dkt=jqagPXgXMPTG8WNI|MiKfvr
z2?g=Au%VNNYh<1oESvt_D<z%2FJE>h2MpPWyJvzfj((XH9;Y%TL(=zcM$R5N+hbTV
zO`pmnl0oeqx~?&qgHNfBEiPT+OfPv90?&iBPcCYC9o$u6*V@wN@5E(wR`zuYX7;E-
zdd@s;RPa|x*djpIRLG+T%2*;6<`tW*WODwHI05tu4ijyTZ5iw1Z<TvgRo@NFfrJ>y
z#O;VhwAy&wj@(p&_@eNxuA55XIU4rE>kId6Nq+;oqV>A;SUfzuIZm9@p5Yk$@}rf3
z2MS6`jLghvVAgANOw7z#eFb#{V$AkpPy<r?HsX5QqVW2UMgDQDh5N8D*gb10Npf`v
zD>By7xD)69qT+dA$;Vz#{VQT{PETOHXys7K+ytcONDPpkl~p%c1H1T@V`v`xeWR4f
zjwM`K{M@AN>0QzH`P*4G!qQ@JV90=x={ZIIJ+90*#zj+-AS6XPFhl#T`EG9(?`VLE
zdcKybNkB{-4m|SY_4V}?@`8gSBe-sD+5V<RM%YrhwPI*sTG8BHDNST#Wb57DhM_*F
zWpVnWlRVa?wO(%J5*{o_Gn`%LYQOM<a50J_rn5oi|6K2N?tq?Z-c0>WLcJP%?~?Mk
zII>`7>TM;mdb0WgA~ZnzL4C$Jg9F4LzBgfI@Sw@>d`~Eve%>mkXJvQjFX4YmJ)jsL
z9cuuLRw!mPy2o#j8;?S%0%oA*zskrU19RU{TwGlC79YEY+@911$M5dK_6~piAPu^j
zU97<CeQFUH5fXB5a^y<PfW!;|v2&i%K0oZSK0T^U4my<{C++*-;YhIlU0%!o#%_F=
z^gBK;!Agx+RkO_(os}QeCY#tNgGxzUel$|@wYfQePs?8-0-P57(;1lKR+v^2YRFSb
z9Z34}IwJCVPOM*%(`{Hd5~CD^*O0kmSP@Ip(xHtbwyMKdFqMH<LLdUnimupW#441v
zVLud`j_(n&av{Duz`uJ1rcSuu*#~#-ELPA3-JV$7k$}0Gb8*=C`1m+@czfH^Ky|B(
zP{H>4Q(o=lDQLNHD`3DckC(GRfM4|XMw2<`68eoNu<TuJ@3z>(FVafIA6g7G@O8uu
zW?y^XqEU^cIZBuE*#-vE3<S}VuUN>}e`1eA7b}m?*J2~Kxt~?+P^D7<hM#hrc3ttK
zUE%b7#lDhLI5DMRw%&*8rNLwj@~^CPto==Ho{eS1B_=YlG~kX~t=4tE#e>)4M4;oE
zK5i?@)Q`iNm$6vnMY&mv#-j=`%mf2DaGN&rweV8X(n$Ih^ch(K$hDW#3{4GnsO0m>
z<u!7p0)5zf?OBLPNmsxeAJy5wfB?j8HG741$ZG}t`uFF*c!J?0BkFsH6BER@yNkE+
zCRb<8Hb0{<CVAO=9rYYI5?L?n);vgCVpjz|D^wA5^*T>;M;pupHS%K6$kLL>6IFr_
z$;j)9dJ(s|>?V6KCF*R?s;CS5K?L@+25I?jse^Qt&=VJTCe{eOGi^4+YCPX47-mDM
zCoQiBCa&^B4Rg3A-93})UPIzz{2gkhG#o31v=Gv8r2(3zz&DX9@Qu+RohyoCXk}&P
zOYcuId9C;ivcJHLmS0lx4S`ixgWs-+u8+Szz`;w9+sTS)EptW?3jxHdmm7P8qNc_{
zPL;Ks-e0y?cumdH46(sXN^Opqj+TA$gtOBRv=j^y#}}a`4(ZPKyDs;kPpVTk`eS1>
z#?+dGf`OdaUp@8@H1CczvzHe}>nk=_j^c%j%`GDg8WXiVcbVdpuF7_&yyAQ>2AvJ_
zhqKtFr}!8WBEdZIJRvEx*xMftSVw**XHN*ioh`wc_eB2tH=hNuE+&((#0YnIHWWg)
z$khw>hlSl5e??={MMSwvIoj=>Z(H0AVzZvM@v*Ploy7w)l#Rnn$R}6bIY`3VxfD<n
zO-{<=-bO^|D?|x1G5BFMRA|KC;o(qtIX~o>P0pB1{I+5*5v;*wkG-l;_=_qbA)z9x
zmDOf|y9t-Wz(`m3gCsXMcaVOSn}-Lnjg8Hm%@1EDC^W)9V1GgKdh2P=%9mmDp>FKJ
z6o|>icv-`3b|pI>%$xFlhMJ?zJDL;-4+Hz5vn6bXGQg=#jFv`1mlNl#9Dw~5a%9E8
ztqNZ|H%E&eBqZs?OU@%nD+d2e0N$+z|8i_>%TmiI6!4E3jZJnEm?0sjGe_^lb(EZ)
zCu42Ovts>_kVrrNyv&?<P1yY?RI8-DfsEo)Y<8<koXa4f$@FRD%HB(DjGd(N+6$yW
zs_LNIoxMMFy}Z2(3k$=tpvmd!C1QFu(-Sapaq+#d(Y@xkPk6D=Q1<xzQInOKO~ti-
zpuFqpxr_hz={Ro~Xp?3GBdjZV>JWrg%@(uZ!BXaRLc3}(W{g{ZiiV$3xFGV`<-)(t
z*~Uw65~1arAq&h{oq~325{a{i%4l5&WK&~Lut~t2<5vwSLLVzSTA>t9qAzV7$gTqh
zt*mtJ3748W#{}x^FpG&RA?>;G!99_mKSU)arRc@RAxPtJM#nuv=%ZT-k`d>(SNo#a
z@12)|4`VG}4zq$G<N8s*p_eRBLsEYE`nOc&%{OdvIxA3dozO|n<RLUGS;zQGt$V@)
zsbf+VCoe$!#{GAFp~cOPG!bn?4iz1h&6?jgI}lnC)!W|QDj^waR5cddp-qa!I*`Ht
zTd1+>S)S+_y7~e#_$DtIG5tWkmErqi_Csz^*MVPK`I;l{K-z6;KK6-!fRT#_V5Mjz
zR;p2j=OBomFmYFqO#b3P(v9-TkRAEMj|Vuy!(Ki<7&_X7)K#`+Y`a6C5Nd)kV}**K
zAYWX8vz;BZ@56_*K4Y8T;>=+FF*sE}y8>)ln{l|ttvyJKo?puX&?uMtmnTw#e=9J;
zl6XPzFefC@8+~mu3&|eJCqbON6r8<KQ><AD$n+DzSPs{SG^S9cHo1)BBNp&ml*r%8
z`xSgW6uh)u+hg!~KlsjnGT$$%TMfH8&W2MP$vQY*y(0v_uFd7~Y3mIVQc)oxl^uI>
z@*^CJeLMy9+K>(H#F!MtCcY>*gEF?zcVW>Q%(macNd)`}Z}*<>362<t)^JKfk*U{J
z0i^%T080a-w0W552}xi&gyZLOS=}8*4zju&QGoRbA>UvH5|{V=`@N`P8)z~b&R`L0
zhD?`nSCe!Kpt1LAO?WX0SK|AMp7>lIKX#r4gf)7#u#iyeS7(4v!cWJPRl#V-O6L`@
zL0>x%5J`r&n=KNbny_H?Qn9Zm=$*w=Nh)mcss4Vg|HG)JL&Vv+vK5_d`C}fGOq|lN
zL^49jtKOpdbM0T>W+KQbW)%D!nRFnSTBVyM26<?%PwJE&$cLqxN(%dp@==4`?75oX
zpGbEeJBpwB!(EJ)if>1noA-T%`C$&Xo0^F2+mbSGktln3*v$C{K#i#>tAY&$U_^1M
zSOGSP5pY3*mG)JBNq?B6TaU(lj64Nl`9ysrAK+3VqDE!4X*pL}o^KGcq^$1vcWc~W
zxOUDK1DY%~U)2K>4FgF~-?eFow78^Z@)Co!<OW@q8z-wh^tkX_C`MRX2||^Ku0<I5
z2!4fe$7b-eQdUXzIvLl^oC9M2e=kM<=c994Pg65&x<oHq=0u0ixDQE1Xq8;a<WrXo
z%?hSeePM&VV(;QNu|%zz+UaY57r%y}x#HCQBvf%V`=|mK?=o#1yszVn1tG|<1&m;x
z@7K1lsBKr-A7f?b%cU)7hIs=vS=-qSrBJ9;%ld)>a2`OE5nzUz%OPJqP+T6ib3+Xw
z)|d2ap9q;@GKDJ%Gq+)bU>zpipmqlu4z5CkAS0ts_ICFnF!_Ty{9*n%jYDs4gRnzI
zL{2;dKaT9knrom2T_3&%B(~<bvT9sHLSJvMEbL-1_+~1&9B)$mSW%TN05-mJjr-ZO
z)`~;g7<Q*oLR9Q<;@+=nUpCYIq2I8$Un99P2cMA{@N@Las$~UgIt4ZB7%3}aNm+uS
z=@`F$5}Y&%PY%)vMbbmp?K8BE7DCd}aG%80z7&?UDU6*vil3hsW*OW_%9szy<`jJ^
zabbS)9DIG?_NoBoePN79C7sYFG*2*cG~J1pqW6{xm{H61D#Y~m$1vG@?;8ru2KI6d
zZ#Ig-7hb-d$(*<1f7txMW}=yn1*xD2vz}<{9AmT>G`7dhg8%8iy<>(dgzBKFvGksm
zJ(hbyb#6Ye<V%|0;GqbsVj1^lcLhv#zmgCGhbLeo?-#M8(F<3ievtoOTZERyA|)mk
zv8hba@{UO`2+u61@c-2u%FKQzBFxNdO|vH?W*HE**ZE~HyJ9v+?_S*-CSvP39jD50
zeWz?Twsy_+Ih))4ghlU+P5`VjlG2fnsi_~p*%`(FFe!`)h*h!#%+QH35&*wc4kT<%
zcd^Pxv39B-5s=nJ^WG_<scZ|>Fx87+azm#Z;#xPo){0=gKN)D=)(9%c7|AIaV_Nsw
zk54s*A2nboM0xkkaNY|^aR&dYzO_}U)*oyGE_mU{dj`-SlYjmCb#rfT5IAO~t`Fpq
z0j@?3{wV4}W|MflQ0kp*`lRTWVzjdOpP#Jl*(i5<R_yg~jB;e2C3VbXh7FPzgVua+
zZ6;UQs4+^(U+8l}|E*qc9IQSiO$fu{Esm5q30C?KxsThCK)*=NA7O^-ZT@}>WEfFX
zns3XN`nVzf;w!743F)_xdVIE1BLR(A>_j*eP1&uUS5t1q6P#bFh6-m+uA1)`41mW1
zagv3F1$n!JB$!G$SQ~W0aebH=tnmDK`Ic6f{8@3oZ`{wfa>FP1W1J1Tv$bzbV|m8h
zb^{US*ZlSi^t`83HV6og!L*~l|J7uV%KrqKj3P8Ovk{@Q#gg_8<%E4DH@Oyr7?ZsO
z5V*nqP%_FH6VOWh!*fOqbTzWKUmr0ma4|_Z5Y#06R*tLfotY8pTChMh+0G@fNc^%!
zq7eCGb^Vk}OcPDElO(>V-yG;%<<8&40WHi~iq5#4)kA+6yI82URn;8qJ^cg@*{;<(
z-OWw1yC88U8K{UCb%@hf-8letDnM<qK;R_++@hd|x@u=Ec?`nx_-v%$T`R6ytZ?h1
zmBN@vztm(jPWj^(!vtW|QYeUT*sC^;hGxY-|LL&eFViKOZF@s?I4%h$p%(p-cgO)|
zCD*g89hP)n91sqjot-PPM0R#|^n`!YfY^e;c;O&?7j2TF{o;h3^wDVz>p0O0JZP9`
zZrVOelQ)aBN@zWg&z`-PJKU39dox)qe{hI&_S2<>d<00mL;y(0>-6y&nwl#58c{Ka
zdOb;49K5;0Z{6MTe4C{kc3#Gy5Fupc>>Oc!)j__KE9d*1RcuD7Z6yyaUp<q6ljFIp
z@i(j^w>JmpheW{j^}^Dk>`}5i=!wqhG^bHjeWIb^mLmizl#v^6ZxmG2a_HuZv1UZ(
z6Fix;PmeR}BqOYcN9$hG6${z3I$6~JG!n?lQAqov*mM&G=Tn0Zlw;$>R$GvEdYnU6
z^J_EQ!QKv{{9Cn4SE2j3$?>1X_cX$2{Mt!dr-ZL8EsVyoyi4W6FEr@|t?ucQbb0)#
zM!7<XqEA3EKnO|NkpoQyE8WXFARztr_B2Fp0Un32Dk>HLrRuEMSx_Jwd++AXPCux6
zivb=p>{SbVJXMS~tk8+3ZjH(LY)?|nnpOCLO&e)J#VkIRO**8iM!~Fzyzthm%%dkE
z9?jzGOv5g6ky!sNaxw6X2FZyecSgP-Yb1amqKb>{o~WxcF!_>qo2%C~eUX1@Neg0V
zk)Mbx!DBR{Fu+Q_tgj4-_vJovCz%tnc9}lm<mie@t@?E6?%+Z*U||970xE*xaY4!5
z+OGBU)#T;riuzp#GmFu}no!LQ4c~jgxJhk%lAua?qI|?^-vN7#WY;4~gzJW||6@FM
zP!B=(KqXan+fViAfJc_k7#`<2kaM4Y!op{ds<uPvH0!W(W5;7+N(Esv+WR9YoR?X@
zhQ|g%3*<`)>Ar_PUK}S2b15|V5jOpiTOne~O>Nv`x4jr}ch%BELqqz)RA@-RXOjUD
z2kM7sO$HxN(@MJgJLahG2*pr(yf3?1!sDiy;2v8_=k+weV9HUXKrS(}b~Cf)qbER<
zeVSm;8$9mX-=U?tWD?nLmUa!|i!zNwW}eZ@%)zG*v?qQXf1hv-^@$Rg@P4&n{($2<
zwaDzV!nWr!t1qhS-^UzpJGyGc7b)lfW+5X(UzkZ;+{80=0Z>>Y0RKZ+pcu?TWoH7i
zJ&B?-N8kU_Y@LKG48)(34e=X#U)7?sT(%oQB`2-KaKWAd4IM!`!lYcWWE|3vp68TR
zWsS>l?|wMu)Qf7tGEnu5CsQyFsWSli<P&z_+?yAJ-%Cf|yH|$wxBR1>UmcB8`B+~O
z^O258ayHwlm@5GqD6N8B@?|exHmCK@HW8tia~c>J2zLK~3?(Y*tkB&q)1Afv&%@uv
zrsSmO4Sy%f+}i#&>>>hiK~ROYd>y%Eyw_WHZ!S=cEpEmj$|~FL(be8pK;xEQ`Wc%2
zMf;t=T$r*}q}FfF{!Vjd1@F8n2fX_~(`ODbL6wFrq{}E;j|Z<0WBUlxyPPj(U3mZb
zo30ZKwtTvq0SuU>Q&(B}uM5MQFF?7HoT3*s_8xeWN@UrT<=q14h>y5C$LcAu`+EUG
z1+%@~6}j}8AislS6;dEBcq;IW9c6Iju+)9(y5I?+0ytCY+c`;=e|5zoG$LG-(fbM*
z)$fNINsOL<aH#3QWXM&4i$?o&z4TO$N}56mc_vyh{B+{2O%F)&y_Uif9WPXO>X@LL
zzq+KSJuMwxqD+$HfRevt8zo;qJ>5C)T@eXTnU&$WzhZ<-N<CH=B<GzxRd(<}Fvt5s
z3Fx0yP}@{=9FxkYK(^bG9cKmNzpBB>q?gV0DVtNnAHNYi^sH(PE^juQZA&8w@3}eG
zJ1GTq%osMZ(&Eqwg-ZKV-dc-VGm4pWEtYYb$>-%#L#&_yz9-T5&E=DPAg<au+3&Oh
z6K?tmKmsXKg@YSr3VK}PIQ-Ph8r$07YvIm&_IzCBs9@Y#{tMK6&%MRq=+;d!W`(nY
zhR#%b)lE@AF$01p0N5B+hlQqletHECX%+RqMEs-gWl{Kk&!qY@Hb5(*LZtPUx2#SW
zvlI&HJDRIjCdFHcDnP6!LT)cejKf(9@=3YWL80b89Z&PC9Asg4K{g+C7$5mi|Ng|4
znPs*fuAmb@q(ih$K$#u&c8{Tk>YqdYo#D@Ab$+05r)SaW)xTuLf_*T5hEFT8l&=5W
zuNs;_2e{hTuPLl;Z1_Y(K2}##k&`1YIO62u(vRAr0hkd$UoE>k!SrmY!PZ@N0XWi~
zBy>p+C51_8UENjJ8vQb(2eni9*Z*8GF84V+Ugz>hRy5c(1!BVU0V~(|A>FO+PRuZa
zfx(eNds#hc%8NnDkNi;kL0t>CqJxb1!_OvVs8RP*S6{I4?Dq9t<F<1X7?-wJ;2w^f
zC0*KqG!<fQg8?}2&`BVBN=ZpoWF6xHM@37FHD3;8`0Rk|T+eV0cmCoLnq$o^dYE=V
z(_vIRpjN%g`GIz7IC5Wi)|;3CxlB+K1KlwNG84m~0_LFZGcr{Zx{jM+;XR40R-{O=
z5h5TOhYt)uiPu_Wmh`dcM#Ye#j_DJck#zcKZv{0qGPH%XBrJ^O-5FH6{Qyp$+V5A1
zZ-KT^S68Q1Sv7nM2Ig14Q>Pn$%wBIs9(I32&7nywUUfq)J8$}PqTJ(G{E>|4j=)?2
zvS5uRzJU4NKe}F}$u5B!usiK=B*tjR0deVAR<*7mUD21QcI$})rCAb0leS03xR10C
z^@l)AER3czCu(__7pIX!|9mCY!L$dFIK0Txd+EpC-^mx<8TIl;2amIcBy4{n>fn`r
z(}u6ETyf>*?qx#EGe~XT_QtG{$*hc%?E~tnKUOv@VTI}xawxOo3u5_)C+Q;Q0FHp$
zrjYC+wyv)3-pCo4!Zz2#|LBn(I1-ltFWZD~Hj52#O>Nd)lCQ#V0k1>?Qs(YG?#<?N
ztk{HSTGm&BtYLaX4uBj09~<D}*$N-%gmMiltM4c&spcB1!(+ZFVqH8^4iF=xoy%*!
z;~ht5uW!F5*6!UdD{l>(`TU`j*Bcw}hi~1Z@>gAHI1*C^=RO&ILybiF-_U*9(`5{T
zVyR4w8j8KHgHkfu;t{PQHqy_+o$I;+AJ`RhZ932uogTR?6(bxT`>jBBocai9O=GgF
zl&;U2nsO(-!4t-T$>7cuL&zJX?5K8kcPr$NA%Uro7j4N7Ng|A+J4DB`Z)MwdMQcjJ
zw?tqAAPc7wJWAXK8dUUawECIbLVyH9={-Pp`@9*7z``#NQy9avs1;%!eCR!CNw*aS
z{XU1=X*d>lwDN(hbq-#m49~3d6qu^KyPMVY$}OC!@WetNNIDl{obI^?uQwy`^QM=u
zB;5NdsvN!hs>)h_SM)UNTd2ug6<&p+Y#kM!W(%`&1k(XolVyNYWKFS4Udyxl#RI#U
zZ_QU{&ZT^h6g;u=qZ~M)<l<biMtt=0vbjb520;R!oq7iIPE?3Z#Uln~@T<LMe9YpE
zRCmI;60PoX)bIyYy;^62U`YGozb7vNxR0`4Fw{~Kh75yp|AVGst;Yv5{bm%Nmiq^$
zR7)$FA(nT3wk3ED0yc7s#R|`tsY8o^wXE5#@rhS+2FVBmLkTLnC=qB{3rVuT5FTPg
ziy34%s0i=$)7@=5B}#$x<AtHF*42M}HSr9O`!sFyH^un*j1^~G;s_&8DQX1z$@y|r
zDR2%*$}zF?2@9A0fE-uWcK2Ogwj)am@KjG62`EP_xMw$;uCai?{~xXSon|S<_zyoD
zpLA@*giO=T4DiVP_kyTf5SHv;b1_E?ao*OTmvQRfDM^bJP^8<}*EO-p`n<od5Q?Ff
z&Rrfq>vC+QD)7;zcc>#YRit|%M>)n{w6RFrm5MP)G?Y1Y$)Ak?qV+&?$`ngNoPeYg
zBjhQE>iv@OZ!cfIme&cLwz9J$3F>of6+?vX=cuX?o_+$-MpD{B!rU>Ha@_0wrT2)z
zDbtm6kX`G-2CVtO)c)3T{+pYd=(xC|^t{?-wqmr{zFF#cJd6A<hkfGZt};3+cEgj#
zSMJ$3)`~p913k92AM=&>?Tn#1_(6Isv%kJDdZ?jS@M@2^)6bCp(tFmo^qe(mGW}GM
zrE2Vs52q#v_k@8#E;C@sKiy4@e~#MG>RB2FLl1FrMB~9>#ReK0=&Us;@x_9SE^Q59
zwTh?pewM)gbZ8d!#tQHq(<9f{_r+$T4(7cR^}PveLni0RX<o}IzogY!u_qv$3kQ6H
zAO1HR@KJ%9Mt{CvmP>Y0)Dd_zGASyWcgp}{W(R{mnyPfD7m0}3E=_Xw#6$g2I%esG
zLK8BRQw{$9nZqtUu+Ji?I}-N#r-nngbo*{-F+*0*w6Q{-QpEfrn;fKJ2G3xq`haYi
z6#>>qLKwn<MF2WN+flLWB?+*%mK?IMU8XRU16h`~GBH`NOaT<>o$5dbL@MT6E~J!>
zr<qeg1?T&Kh3z2YY#_+$xq0)r2h`!<-iI>h70X6eudyi&Y7pQS?2tx|H#EPREeb!a
z5P#$B8MIB2R^^mhwO5au$(GC6wrjEx0GN9TTvh16GyK>jfL>`fOW&Ia%{300uE~ng
zu7sq;1BrkBW&$`UcBX=hdC;?v_n9he$Esjo$C|auUg4Dkjyd<qM^&4RE!wBT1x1z^
zB~MqatWxk_#G?7MA{aSeVlOx!$#X3u^J`RCAng;)=L*i3q>oabYMG9~$#?`h{)3g?
zJy$t8lJK1C6|$c9J=eoMotG_AU|UD{yx7NSc0xeem>urWaGS~DB}%jrX8lJ~+x7xo
z$gOW8VVs#6`l`6i=onsIPiPzaLk1uClQccCWC?~qv1<p^OtA3Yp-Oa=M0;n9_g3lD
zo$P@1xbOaqfO70r)jRFIYujgW4*?Cc#t@C(Wjc@D{TLOp>PJX#KriTeuC<W@A`A7~
zpFcf|pu+SFHTS*uB+$A}Hl=}7`QpV34{z@tzRPw*SW$nL%??NrY2|g-#DPMk+Uqah
zZuj@vYra#?;UneIrmB6etojeQkubDx3a?RzV<H^;5VZMJAcc#+%0KXNHa}sK_9q^=
z&`rYnHHRx`@@8qca{078VG4P29;%Y{{z+nxu)Me6{0Naz)}m~8B6>aG7L9fijW=bw
zg>*TL0JgS#aLQ258+@QUit_SdTP$7wvot$)ew-UV#u_L`DkS1`gU{ao{-f`@#$-f*
z6?C(Kk;qr$p6}fTPMU$|W%~Cd_lh|wN0=S_`qb8(9x&>LB{8g>DPAdL@EsU=*tp(A
zBu({`ygNR0R8U!to5{?XFreus-`xA_w>YN&829*C0L(%^0Jqd~{5tEo>jLo)xf%dr
zM3KC-&`lfHi_&QWSRBj$!!`gbcnZ!Yo&RtZp2`0v8jc|(%g_-rS7lYhTUfGqT&a``
z+*~@Q_$W79N#y>m&Xky-4g$(SF8B~S&ldcF5U*p>(7W*miU0oP_P2iHz6|}c?v9uZ
zE<9<j`d>L6%3eb!;f)Ta25Xt}MpeCIaJ~pJ9Q!<(IkrC10_u@;j0>(NScTQF$T!`~
z<TRnO@e3w)*_}u;4r7zZ@i~!?O&!cwHu6mDhvSdw%AHqQ-8T~c+jLMRomhE7^;({T
z?ff4Y0Wf=Ug%ic==kf$c99DjUl=-)@0IEkRYkiovtW1!0!jV<oVI|CuCph${KX8z9
zlUvM3TEeV_V`iNDALBA`yI~1V=1^LQW63T4TjZ<)ZM7mRIW4UiFu?TehwH$_)&e$^
znyl(Q8wm+?0cj@yg<_q{ogxZFOWcRqCK^%}iUW^wCBM(ZUKtgufH6pdREe-HHlif=
zzQFop@v5iwc5DN%!Sz{N6<*9rnhac4glWHa&pDb}nd5K(=2m9bd4cJt2b0-f=z4&O
ziHU}W_I_c379evinxp%t3`?n+Qp@Qnym)Rqcu1D<DCDgc56)1`#3^z&7GQvzACmQk
zp|_)$(kCV@9Tq+Y8FPgMdG4U>y^Kff@~<3-7o6jP%}?I*B4&nM-KI>(y2T?pb}PKY
zov-SP&eE=V_~#V;ro*dv1|X<h16V=&;K8tm`ZVT_SaKFqRG8;|Q<}oM`g-+^cwR9O
z-S4hP@8Z6F(`k~<F3e<KUSG#(GyN)AQ&kmUGas|IW_t}TW(tBr|68)7#K_olR}?`O
zIxAkCyk?8<|7~mMi_Fg5IAUw2kEE&AYH>n6osp3K?Y~Nq3OsZUyMO2%gIFgv1v_f(
zjlG3=7d+{`7#PX5TUpb$ZLO?R(Cml`a4{QuwtSvmh|F^mw?-xUH9>cNjdN$ukE67~
zyKQqWI7X@p5gQ=--?Ng9&&)K;+wL<Vr=^W*F(F~aTP=v>6Kqo6i2M6cpu<@U$j8Kj
zU?R}Ag^j;|mVakcQ^ex!X-kE?2nGg*2*u&A42$j*$d#lQGL0I>epZduY}FtDxP5HN
zR~;5tf>czIT3f9Nw-Pmty6<oDlo?rW&w+WS)*7NnROIndR9)M6@@k(UYQmd5sIOvb
zL7@?fy|5>Ga7Gi>|Lh;o?O986)(mLHvU1ba^p0pW8s08SZ0ukhJOj7Ptnl6sZJFD)
zD}XFPN?A7e5cxF7ycrXqnL;PLX(6(7F%Qb5`m!uHSi~FgYVhn1+<yNv%KrcyCp{V^
z0t_Vg0PYdn+}aX50!`rZcqWh|pi1m5Celi-+*V&MM{#{e-X2T4uMEGT9=7){1JXTE
z!X3EIBE{-9&-t9!9(Sc4W3&}~+j3uf6BHUT@lVsu8~gDS;ESr!y%P0=;%~6lS>8xH
z-u0Xa4x2A783ZQJj6Q!tvA_3<(KIfyQvmc)cspLP&y0YZj>ffl9=~|OAtWR;ajMJK
z!IZ2VXP{bDTU%IF_2f4{lG|Z*oPLIfv=&5nW#lEz%LVQ(_szV*z+xpJY`yOyOi}UK
zU}ErGt-{Jrl)@Pgc5t#K3z+LIN9T%of0Imv&$05&GoOstuiF#LlJqAg%K++jSt%4}
zIH6F=ynDnQM1`waYA#|d*!M{Zqr41^cROMG_*zeVFOU68Tgck<38*G!H1zF=B(gs*
zSsJ0JHELDWx&TKA8>?^!#`rSo!71CT&Sw49ZH$P5MA5*@<K^OTM;drx1$+KOQb7Ba
zv5=BmSy|OO?U)1azz`tiDv$=1)xzpI3WpD&t3%UY;(eaIR>SQ#_R5^`f&qW9Nse1n
zuI^Je7klDA26u(0cP18%YZti9B<R4NQg7?-PIN?Y&!8xM^GK-I@^R%1dCX~_eMg!i
zhNYYX#_MVH2Y>!J+OQ$!31bJ8IH2nr8-!$JrN_t{gF}e~ohT4nZDPuqV7TB+q?}hP
zfV&^QR}-M{P(ZBx=xe)sVYLq}A`}cUG+S^E=6)TJY4oiab5lF%XdAUxoJw3_r$X>)
z%kFUYAL$Z#6H;{E_ieho>$xd;=Ro_m#tv-%($}FTweh-6b1bqew>8_i@_1>dqekIm
z>PD}fjVD=FDB?mD5RGQv>?8pASERfv6AIZjfJNBBX-DDNGwB?jm~ka0_T=2$+IF~2
zX;7HZ&n`3@J3B=fwvvlW?Hh6{Z8l;T$y3kGKS%N2gvQ;6&Ne&4!pO1vTgvR~#Rd*b
zCe|=JMNkAOf(gq}q~%0UHLc%IQS0WYSIA?@VH<Y?#hY`{(n^ibvGPY+vtpzmla>G&
z$qvoT>X+%?k8Ck1Rzl~+wY$Jjv-{0xn)97u#am`aH>BuXig;tRpjg(|NKNrKXbLgb
zGX8j4E<KuM9X%|Zo}Nws84Hgq@>GaCwe+%2tHDN--HAozSp@OMV7_QDXpoxNpsJyy
zB+?(;^L*_H|G2ry29ATC(w&5EX#G^ZiySCv<dm=mA;qow#FfqaNWeTlI9-gkI{qPQ
z)1_u;>$+--dj*TUqEha~JM#G7uIIlm+$ZPJ^8X?<71d7e@nzV-;nu4OZ#2eSRpRvo
z_W>IHAsXgLW@rO{B*O`fg5H4`v(!8rd!{xK<jE42uRhkF+^F}ukw+=$NOk~6UA2w}
zKPCpyvF13MEdj*q!YcsUR(yz_s^jg6D=+sIvk2FAw`A`%cC7f3q=idW2s7-$`rkf{
z$z@d?>sp(|aNs&`o1oV-3``KpYAicz(w+_0`!_^}ir{&rcM<l_{`DWI!AsixL7n*6
zN9#ew@Rasn-w>?H6|hFi@U0kqh46<<d#3+LFPcZAO*$l1=4KtO_#Q}75`OYrb&%B<
z><_sgPWc8*WQqO;!A#ByLM3D{n^PAu!(aG%a3EmaH%kB-!O}})<7+9<@@uILRm->&
zr#UVY!1|OzNLZXSU2}xCcDnnKC2%IF=i%N!a0hLC!19OyzSR1RmzJ}|j1)!Pk_SWv
zg*EmjurEP2SURC2q=zRp3ek%=ou;3Y$fsg1XR;huy&y#6=!6y_2TMOtv9U?zLFbl>
zG*1h5eR7wws@75z-CKZF_0E5n=Dt7s8lF2!4=G4b0@M69MuT-|lseH3qE?6Kg7xN~
zl-0d!jT}IqH`DR7WG93`3ffiTZ{o&1ff&qLf?2pWqau*`R)%R&2M|UPMg7B0WP_G0
zg37Rt=KrrCWCjSGm2l~4ShOWN<yuQCOk8;E;^%78eSboVcNi{H2H{Z?H0SGntbpNr
zs7kuDIvHNJBzW%Q#mHp0HhE!*!ph_s%@O`7-TVAVE$OuwO2kg&%%2_BNEWD<r6SdH
zioV;;{VW*=8O&^_m}Se<IQSuYdn9cV9BxFs?#;kcig&gzo%g2&GYs{6G@i?2TL-H4
zjzNJS7qR<zoKUa(O5O1Po~aJ#^2mm=*+j7IEA`1_5szkT$E|%SC-<h>V8FT7x;S7E
z^lrvS{jc=?Z@tS11(9B6hiTQh0UCO*h{cPEBal2K#W*~QjsB1;D&jfk9QF3glUZ9I
zkxxm)Q~qpxR^YusSvpazWhJk}9|=6%>ztvbPnTufjOx<o{+jzBs%4nB>dTQ<rf{)=
zi?uYL9=q$t*Ff8%Psw25J>Ur|_gK96#5<7V$e0J8Ff!C2Y`@+^j+~8o(9s5!{|%3I
zDEY<XpOP^fvoqmoTk4E#43oYo@~>?|Rl~MHk}<B~MG6vrauVY%o}ngU-<@vw?7xR<
z|FRGDs^n*Dxxzpa*hADp{|oDWLVx@CaQGKi4Q@2t0cBA);oy~`X%~5-WsmQ<pXcgU
zF+uqG2!q5+3P#y#ZD8VWj6!=zPa?$d=pDAYr#C~TVMNj*Qm~#jGFa`KDnB^Mj{2D<
zhj#UpW-EZA0AU$?S3CgwsA?v!^zBi_=MI5eDqatJd(!crQqkbnpt3#2Q(2%4S~Fn~
zvQ+~Y5M>wUZtvC>Zc(Way+A8@Lxq7vV1@rM@Kx>HQ-KRdfd@=~^g+w{g59r5gJF3E
z`y-Uwp<Z-YB}NJ~loIWfdwsF`|4u0*)Ue{S5GW+W`!j=TBA}yP7@(>b3FgLu^zu4=
zQL}tbiSCl9b09gaoh@B@N_~Y43@f3}l>=s4e?sNV#bb_2>1!9l4YhD$w~bnlVT@8z
z(Ec{fLf7SOG$c!2;bgSyyFe<BfW-MJ;;$4&g1&*+!NH)gtBdH>XO52dNPf{w&$WK?
z45XmS89MsL(skDvad=4K9BC@|MdY)piHEa2kUb=kRRMV+!tz9X?d{Y!(ax>oteXM(
zN=<MAcO$;G{|#CScdi_mJ&iC4D3~lL{9msyaM;46spcIQza23xcU#iA!H2JmB;3tS
zSP)H_hZSqi-TJvUJ$%H#X`py8S4qJ9IuxMP`))(at7hn!S#r~FGF%&>V6={vt0a1|
zY~_;wNBlWF#DG>Y@)~+AqjH%bbCB%QH{aCZPsg8ZZ9Sxw^ebwQ)v^MOzxCSHAC;}l
z+&&-9dwYC6RjaO|d#>{5qxzzfwG%(EddPZytVcElfYMKN5D25P!;IUtyf1<=+*0xR
z2-ugJd7ecutsmcgSo*bCuzN&D@aJNm!23b~Fu;zZ`6@_*Q2sEI@G#MlTWbohnt<sc
z=9KJy!`6y+?_9MPD8m<a2@Xw?$%QW+{q+oa(B6hE`Fr$D)}t}*yJB@k63{=F^_l@L
z*q{40bcxVT-hbG8b<7*WTg!wHBs`2l4LL-_%lC$P+o<v3d4xLJBoOO%Li%(jLD!^o
zmus3I_mG3?14gZV+CLJIPK1vqi?(xj-t&qtV{?)9`%K=zpLMX*D-ZN*?(~eOgj7G_
zGKb_lRYyq~CYA1s=i3hx>4L$82}(ds*w{LlZ`4R4+nwl&&^X?;0`0o_#;kuDIE(PL
zoo}Em0)-<xsK=4MuCrO;US&P!n8Z0Z!Uw^351tqXhl@t>mmTu@dU6s`R*ZU&Axn6<
z45Xj(w5b0Pq)=Ep#XGhGF8Oh_?!8p>#UHHXDmms&nSiy2G43vX^W~&+AVu9Lqd#yA
z>9C=qu6oFD_*_x$xE+Mtv-;W&t1k#Gb>BnAPE(HMJwr^m3woctBf*MA;##;yu^i|f
zWl%->fSFlwdVh99bQUR?l}7XFYt2@BQ03QwLZ+<tdm~1WW$=lmkHcV|InhjH*O0B<
z=Ow3%M1s2@=ApBd^^w`*g+|S3-%B71>I-iJk@s(>pKWOP_O+I^KVIX0>mQ8RdKK*S
zdIvf^Q42YmMHC>vw83r&13uQ?;QM`%Ryb}u8xOdVpRl<4XBUDw#}+Ny_8p3t4S>T9
zEt)pOmH*dqN&Q77`g--iBl*MVvsc^9z1<_D!<12}FzhciYs*I$FPR6tWLCb1Xx%}h
z(aq*=KX`x^8N@HD3agdg?_6ZgcujSUpZ^){A_WEa91bES^tXI25BScvx3do1G(%$L
zrKn-L1Z%mmzsr5WnTRL|B?XcklTbTpBAssUa0_tr-*ZXCImgaQPSub4n}p>y8UE{b
zdm(PL8$bbs4D%q4{o6k+NBhWja6>QK{=MU<KcF$bPsthWQcjYO;I!erUF8J!O*)-x
zBgg0Jo)zYZt@^9KjLQE=1D2mgs2{rp;D3%K(=rx#KxfV#Zf=H^{Pn{~JvF-MYHJXb
z_N|5)_=B)mF^a?OlXaO+L8lL`br9y$^OXG`C@&hRL5%<Ky%<6Qjdff-qXN(ZdG(OJ
z5^96ak7XVMdKNJvIA0DJclUmMUC4~;^pzP?yI2$fc~bPd2~`hIyrt6IO_nQl;$Omy
z435N%xsC!t#|{BGP!G_Rk8C;*E&e%$p*|%oGr!oA_H;gY0`wxeCV`_a@4AbMwDIKc
z3OiomLxAYN^WlrbGme><hL>ljFaSYisrmn-x>9naP%yWtv!%)KG&e{CuI$)MX&xk{
zi-aP=oqallKFolNm3f|hm=`5$(x-A9t<ObTXbK{8G5~t2ZH_>jV9=VoSDy!YU2cPQ
z>LTO(<4eAy%1-}S5t@H>Df1LPzc0E~$ZnGA{bXPPKkkQ4OyQD$87+sEl&lj_YvBuH
zQd|c<CZwATyYPKTaLIE2h%za?_0{x8D*<8L=l}O%w{=1TZAJq*=x!UDd(Dx3zQ{fd
zFTkZ+2U}Se7_CIdgO+2UTLSU0?U3)?1I{{#W!RfcnM=|TdJi0=*aMa=Jd$2=__F>*
z*rcbZ>8{_B_3XVDf0*^sYTthsBzrnq`r&H<Eh$R`kO`Bi7ro1}V8HBpAxgC5KOws%
zjw5ZA_RY79&1k9pbs4Su^#5V%E!e7R+h}b?y1S7E=>`Gm?rx9}0qO3L?nXjN8tLwk
z1_42(ySuyD_ws$dy}w_;!CW)0dt76j10PJV3kw~w5jCiF+_Aae9pKq84#VKTca0Lc
z38#cia|j9!k1|#_GJX!59zdv?)UdR>r8!#k3W_*WRM&C^^wD(phnwm>^#3K{fp=&L
zn}*S|$D{bNUZS8+XOL+u*Gr2?&ZalDpjSH=`_criF7)*6ZeGjt8<PW76EkQ0Om7ax
zJDqQgGhoduvV;G>Ulbhtp!tXO-)c{-{^cNVdQgD19+6!+EChSQzr&tbf_XQ0=SJ>)
zJfF8!!uQT_z&l(CXm8>{4Zs+b8!+8<UhFU0&=(#yk^h?cz`^B~5Uh#BrRtP(h6S43
zj$ecPzXO0_w-|fBvL2H2wWV}F>a%x|7q?dDJ#*Z%zdkZ(Nj?hf@~5NftEUu{j5)NS
z>DbBG1-ILkaCU)s<`2R{Gg9)S3qPZY2Nr#WS7|+sO*+Nz(N?R#-OHA>6Ke@__CA-f
zVM33jZ`kjl{|>#(fd8t529)G-{MIBR(gU1bhp_fDHrWM*YIfcdz96!&4?&O&Aec&^
zdh4sWhx;exR#`a^Les@CD8%N-z%Ui7#q|&@cCz|~lJ*07y~e)fz%dV)pi_guW~Dnt
zEAk?r+_q5MRQnax!|Sj%{<j#$p9oPpyo4GLfKGa^Tq~=6p&?t9a*<wB*8~ohl2m;z
z-zx1AtguS?B)R&3E-bJotVuTiB8oS*fsZqzr1r%f3P)-3d-mV6UppT8^(&{emXzSr
zDENSjN}eH_Y6!TWc83|t!@hu|VzubHdc}e#%~|xc-us|^H-E;e*{2;pJTBwbOa#!5
z9VBOwz#&6c@7qol*Q=Br&ifaLb{t8~`VxtMdE)NpKB<p8Rzj`}r#Y=L*AGG>kp>HS
z<h*p!fN}Ew+!8*Cq&QR1=B*}R1Vz&dC3J6|BInNi(wbKBU0+Ob3w_VBVKPR*0wTeR
zzi%IUOkr|xsFIP2bH_D)Lb7)m>D#nhC%ee-FZZCP5F?6~m1SglcoBcie%-pnP?*B7
za`^5Q={0q#LB)$@7ociea`S-w<t7Q}0vD0grG%okVdV+;&$D6sgQ*1=A3ZMYIs4!F
z%3!7RooQ9q&B<^I$eBxsej8tEzb`zmCk578sYwOCSN~lbcFZBMf>FFTbvMX?DjlgZ
zD5^wxpMb%yiU0#~dU){dwbX|9>GB&;Hh5_wg{+<39d(Fc>V0RGpY9vdjD6VfiJI=^
zNGx)$%)w{PYJq-!UG@LB?g0~n_U<slYKx_`Poa^GF0B7OS@)|HvbEuQT~hx(AOs`n
z^;2wUfJF)%UT1hftq->e<=pBXS>R9~qqnCdqTThH7S#GTh--i}Ii(T(b?)baaO6yq
zb=d3kPwBvOLcy4i{~aMxUka~UiH?4lA0!o#CUc-)c#M*P^%<Ckt5qBs89~A-Xs3Pq
zP+pOdf<F(YnU~A`PW^fV8gdED!9wmUmVfz!Mg8Gi1VAc0+1pJt8T6^=lDgTZ9q5cj
z_gY(${jBu<d{^lgm=XJoQhQaTvYxZZT@E%JHTCs<mqj%2qK*HQTCmIx(*&O-(O#nN
z%V7ljnqly};I=KwDXUg}<IW0Z+I@Rah5%eS)WPTW4$`3oGUTEKa_H`^Wc)r+={Oj~
z%5djayK#5&KbGB~hpO8{L7KQ&H2@fY1>9S!rjkRhYe``0xfZ3PcBRCNq14oBok@IN
z2|b)pva4=NM`;;ZI->Y-{OHWig9M+^Z?}F-b`V@8Plh3mbt{dzlnN3-{$=1Ko&f9*
zwyc%VxqVvJV|&;F+-zfNe*I6+)(P0NTZY08n?9VW-k&w&%jcXdF#q4_ABHYIkqwna
z3#Ru$FbsNgf#=TJwf8*-RSk#s00OVKM?o>Op~n0(M6fm59x$X5GaW}HE-NvzijREJ
z*`g)El=k`LygX#W?S=Q)o){i1mnq%p!R+$Nacuw|c!R;TDgw7RK##s4_=H$izWB{*
zSMOWEHrxkqZ$d-wJtXt=_uBg3gUUZ5a&tF0@3~0+zZpH`Ltk;{6NXl4-p@TX2$dpw
z_S4@vysdEHg0Z{@&<>#G!&Y>bl8o}wX=i3?E-Ik+vO!EQU@^o9CN5yB^>6b;8bUCT
zR`R_q7i{gSpx5)|iW!YL!J-E%ZD1@T&h6GkeK_pQkw!=!|KS;S(~j<5M?ocA;as6j
zh|?IKE%0-cQANNNfOAAxwc%neFJ07=>M0mpP<TJ-feN@TCz5;I^l`foSX%qtc`|QD
z`WMqII9)^J2w>i><U7#*M{EHO;>1@?AE8UY$se3OQcW!qXYzjDVunz*O<s|@0FweM
zxe5ke$bsEb&*xEsipfKOURDpq_;1CkmEWr<`f4-o4z+u_6sJ0#31~EA!hZs8cCNI}
z$fb4RFe-^&|EeF9^=eiZx%61V1~;Sp92M;a8FvkVs0aa7w`V@hCFxB@8y$$?Z;xf?
z<rl+z5AT7$7?adCVle5xC$HR{gcuWm$0x6?3?~um9QL*`A7y6SV#;!AKrY6v<192q
z3W|Hmr4khma=YQtk#FndPTqY;((yT+vpbHZ2mhCAx0zV6trs4|tJ@(0RLb1D2U6Bg
zPlA>L3e9tv(8gg9VH_BmpdiBqh*S(?KxcgkL)Mk3T1M6<K0_xX6a(trLl9G?*-Nm3
z`kMe7m(J^-91^(fO_Y!{BjfCjB>G_X<Xf@VoSakg0TpOiy<1x}e-hp|Kr2KMNGK>U
zgoG6G>WH*u!lAt;<IO?f{gfUSZPB$=Xv-uuj-xFQep75_i>s)=LFVac_D`evk9E*D
zqRctx`-_PVzk#>UC$W-mtJtJWb*;%{L^YtCNWB*}cjAhHN;{)RSq%~a9rv1n`+hVh
z>r4%sBd1xBNQ%GopF&xMz41$AMdKw)BgKYkOxJJ$tm-lbeA{sS)nO+%y98v=xxbwh
z-dPM5?&K@aWWW_m!L&uqTwwe>J4@ZdeDLz#J27z*hy*Wz@USwJc>MeKQta6uGiz&Q
zgYd>vRoObgw?JZxFP~Y+cWS_EZ?7Gcwh=M*<<EL7PX7}LAtwYT8GUzbk3cQ``-Vec
zR0eVKQ3?m7Yf_w@gFW+@21(|F*>o#`qrV>*Xbz&&M`OmP?cx#EY^v-=v=zQalj&XD
z%zpUbqVYd+McR52rgguV<Q}>#qM1fRC*#DRswyiujtLHa6mpw0a-oI<Fun-d7pL2S
z`>rgLzO+w8rRGO?cwN2-@RvAj$4w@@Vad|s2PSS)I*=?Q(SBbkZgxhqmYZ(BpM0c%
zGmSH|P2~D$u6966YaWlz@xv!CGk)pwap$v$%iEW4>g6&s^hF(17yz$;vtx;n?|`ci
zoWucWC>|3Snb|OpujdMgIEGXQ1>{+=hqUI4!2Y~9uWy-v377Ww2Nz5Pn(W-ULwcGu
zYRmOH3^3Y9&4#l%W1E>YHKq$Lpu@tYzo$bx`B9fmZJBTDNxK3@0H+L9ioxfP11L&b
z1c>J#f>f)XTtUY9?Im5fPbG9vb`|l<TnG4fMDbbP_G~!}suX;tC=p-1GEyyy+ap`%
z0tJ#a7Cy%rhQC;LIC+OXI7}#EGs(?E!&v<KsoVF)eLCljo#f$6;5+7@?co#dV#%13
zgNp54lbd98)k1|uxac@@{!#fFR5XJp2Whsxc|I9sWo3D}Z7AjC?F(m1iva=d0-!e}
zw5$cmr+uBUla_=UGAtSb-=;AWgB+t^U)kd)_4JG%rn&0>R^}M7x+!w0b^O5&!)WpD
zXNJ`)_Jo^Lh9-yb5ix|VNljkY%(|j53yp)BPrra`UztP{-E-`5zLE9MRPUqKGWZaV
zILIJOUHzSI%_=2brNx)jR<8Z3Z^S_dz4Q^X1#Z-%toakttn<P<mOki~MU(<xRQubL
z>#|Wja&OzmB%CEl=fOLFQlxg=Rm<fUIorfHw&(VBOrfy@=;BL}z!CN%wh@{%RwC%`
znvC5(ZT`Kky&BN7uHMSGMBEHULv~a_K3Ky`+1c-IF)CaS-;CJxjsHM4z(W=Gx_|pq
zZoazNA>~&(AnFTAx=JF|sPe3CYQBp9hD<J!1~RxsPW5osG>VcfP&#y_VTk*^H#Zsm
z$8u6I|NC}!B|8q539j!caDL5P(bX;a=M`D2{)!O=bv_p7xGI+9eGWImpCJ<7XD;;z
zp$}{<?s0W!TzV2Zxv;(EtnKU|44HqiQpj~mZYoCAPBUBE3#Php$D?DKH!|)c3~sZm
zcq|%kCHgeP(kdGS!?pG^7+U{<4|A8U$CH7YQ>Q~ktr@tixGFM~dV`(lZXVXjP8Q)n
zlu*ju9xJzppX{VKG}MU>(W!_WS6yuFZ?v$?sQ*|>4%4!cXl_##%%^b5!C~8gK`&Gx
zf$4)wJL{dhi@WtL2n0?hnUdLr&=q$Rn81MWK$5@4KJttC&;6K{5tBK`-+ge<^aoH6
zWHcqKhYn{zPXZ5D3MS(#<E&!Wjv(Cl%&C16pnWM8^}e2DPGQ5MRi7`4h78cwV~XDd
zSYQ~$7E4+|lFIDAM~Bu4`(2}C(Ct{ySP_xL?VjA*vzo#cmJ$hfdrDfSn!lmOpT0t4
z_-$-5A}!CoS~evLNE%cm4F<MCb3I;SMj~UEc6?V{_KKO0l6&xOiu7_RO?O0}WFAlO
zqU|$zdjqasO{cMP(pA^hMQk+1r({yCg{+z_2ZJ@PiMu;uX(^Gjjr*$uNk*{1O#7q|
zH}n;df1-+%WR%-tqNBYAf5rhhnRO=hCoqq`4k%bG)<Ryd1RkR$Li*Cu`8Q0T0&^Si
z#<HLDTlCDq6A1@`t!Ao$@54hEp#pG>)JaOC!6746@k}gwUgILvtMrin=l_+#MjT`j
zY!Top37<Lw(Gg0Th%6@A7|S%?+}pX_BK8WpoH%|8?yIM0ngdwq)6D~f$q(Rr4FaN{
zBGst^wa3HkI!^|^M4mRe(qVs+5t?3_85-8X(TIchB)=-xgp6U}48442p3g-=XA4g!
zgV;3FK+dBFfC(}nWc|UzBeMd{YkY|tV1i+KB}RId_>fLjdfqTw{y=IO@@2Y=KyBhL
z>Rv3sPA>c&2G3NO`^`?|?{%&l(6k|6^)6^}t}#p-=53W-<A@<DKlRqMZ@;E-f&4Yu
zZ^ZynhB9N=BgdLP5^~YdvSzImac_Yg-v4LL8=wP$lk2dI5%P)21?Blh{@`Y{g%)d~
zVdo%OJR|cjfj2XO(}_lG&~(*_xovdP-q;J)iDW}mU|aomwkN;u$N?NQ2geA+^45~)
zoZ6Vc3I-qK-<g>yC>35>alkBOIK^kSgeNuWyul8Hy{xrNOxu+Zhi(+<-T$12!f&n@
z7FjmAYgZqeFjPITv;TBdKO}t!JUR$=jb_^KW5q<Ri9Gp8i=)*>*B;QmHPSAEyya^^
zM1o{_LJx=MFcy<(G2C{safyF@>j6YP*p~0n)0$BL*@#N3p_%Qt-LiB+Sw6k%t_JS&
z+Kz^h_#?%mH3{_IQ!sU=ttVsNBedpRot8*~5n2DRwCnuM*4|5EN$Dy`el-3@y?faW
zKa1G~>;Z$q41w<tQ$2~XlhA3#sm~-#H2~~ff_ir_;002e()di4^`)uP+;5aS`4HQ!
zz$fAN6kpiQ46vw885tW7TT~X2Frkr^Hl5D}!8VAFkcx&aLs>J;a9LqZZtktCbFkmw
z6TXiLr~L0foEeD~{oY3llDGb<iCBZIkJubn=Ht$fubknUOaJ>Hk)_=8{@h~DQD5m+
z{yi;>OS(zBoYdfyHDFyg51vc1h!(oQ^6EjPs+Qd=^W<=-1F%lwJfFqXG<>ba0z8N`
zZkP|f-_(^4z1)uAF}rT@>Ft9;Lyk;%%hz-;ii0iY8>$X2ePiXR%pe@-kL<a178p>K
zjyGpNmDQTR1CT1@BGj`#LDCu-+GytciZ}P0<kIv~q8DU)*o%bE0{BSISyv&W{d6o=
zlE%K2j(@gQG&w_t!aXceT7dt<{WDO8GkttO(iJirFj~zT@1Q#Nsd}O(t3HxDwMXHS
zmQuEVnu4SI7e5H$ThY`+Z&<(8^=iYgex5tzj}7hB#6N2bI*j@(FhG29TC;Bsa5lfR
z1Chl<ktzf%0<$@$DI&%N528EC888Axm@P)+e<+Q8H@s8%qn!}yAf#7^WW&le11H>R
zs}2zoN>u|~mS!H07dr9UqGFGxcJ%yk!He}^J4K_c#Kzp1LUd;l#;y^Ts_)wA5~S)_
zf)(T36ZS_O#?Q?yR81@_5IuM^2glTmJUw5(Ml~25vXlg3h~uAzxC~{xx?v3X!*0GB
z4b6t`E^ZvCF+TCo>)dK%;r0D;a;N<%5)cZb;L5=pMS0}Ysr&~3OiX$kvlE=edP}1D
zuA|$v2A#-%>UhH;HkQD%;sGNs#V-)IQLd82DRn^ZswnzB@PX~OTG5ZIehpniC#Qd0
zU|XE}#uqh?IehMfpET!qW={44A)SZ_xDJ@Q1f_?1f)<*y60~y}Xl0IVk7WK?;YBrs
zd&L{Nlx98`S8ZuYFxL}+sCn5{NN*#tZ?_~>E!rV{fPZFXUH(hcg2x4Vu5l&U?_;dq
z@8;0)CM#S==7A3?U^H$JRDQb7(L8v!qLVTC&rYgBWW-)~f`m1z>N<-y$dyoiKNl61
z^fA?tAt;q6YGeaNTuOa?mgDZsl;tZCTzpnt7$C8j=DV!5hQ_Lg5(B^f)o0)^%tKRM
zdy{O}#>DjtuX&RLV(B-#Oq+^`{&R-%O-Uu1Jcl>LLkr#Ikb_g2m~HBJ3FQB`E)06d
zjUK4VKhX!behWNx-~!a}^80_a$Dr?_zIkeeD`|Ck4Nf^0a<XA<$rvOx{;A`Sp*~)A
zb{eQ&!}KSM{1{j*sNcuXGs=io1`GodT{wClUe>Q`2Rs%|HXQN@9^Em3!MYXw&DWJV
zuL$VN%1kyDeb&hQrV6c^P@H!8uw7xthgGvQ$eYE~oE{y6{e{;srZ_BG&r&V|P*Ivb
zUDiRzjnfqLDS%8-K)M(Sqr8c+RoV+7V_v>_DXxw!LVA$n5tGk{s>UFR8}|HE7$o>#
zvh0qr0G49;fg?%VHzfRR&fHTE@XU`>GW3LvLkTpP$NTNRI?~%rZX&BVdYR*MwA>z9
z*yhZs`DJyMV=v{2d3>9z8ltNvCmC^2Bi7jFzA=ABK-z&?Zb$1%&~Se{93NlzIcfu@
zX+}$!J~bfG0Ok*-*_Rl)!IqbXm4qjY`{WoCd8}S~haStgK3Q}ssXVXTiY#wDU3=#9
zq-|(qWV#q{Ue^Odw8$Wf6eNxAM9c}k6uvjBbaT4*WEi+)%$CG7DTt>V2sn8(bz^x_
zLf=|yh+eM2f|M*dxhF9Mi4Z>(BNb~QbNn70dCA$|q0z}qHaV=v{AxE$1aFUj5io?!
zs(`#QEW~tzu9`2T<=m2qaY-+HA6DV&uuZ?Q)1ZIM+Ooi%H7P4lbivPonQ7G3`0cNa
zSS7--OdOdA5{tlz1Gxj#WQm<`0T7m|Z4nzjK^`y~B4BTaxsx}kfk?DX!6+UB+w6!m
z+*alw?cLIB5<}rjB#UT1nRRXR8|YYOLQSovJwt_24Eo>W=o(d{V~_khkKgblb`O+d
zXlybpxN0(T@>t!Jmunf~fprN#=um%QV32rnncA%+L@+fbNi1}I>=&x5!$L!YOUBR{
z{j~(9SDc%S&FsabMkXKcD`7mN<I#f$)1q<^LMNdPF6ZM33<uvu;9+!<mVL+oU{duN
zzd+Z0j$&61mHEnO@TL#ZK=1ImZ`d;vm8;?jZfPR3<(93CB`B1F1u4WJOz`XTDuP6I
zwg3P{a1YW?8QOfvr1EapTixdP9QUI6PeLHbOu4seP)f5SWO-2olFmfd`M>}7S4y@L
z3+=}T?|a}M&Y1|$uP`I(XmgZ?MhT1F+c1;G-c%A>QwtV8C3_HO=lXr#fS;QLDLK2l
z@2{?Qz<LrKb_f3VaSCfQYgtDo_JkA+f;q64F}`pSfb>~a*VN=r*P<-LFpY|Zh3`m!
zMeQDr4<D`l|6S|%j_o2`iFa;FX*=HGGfkNT&~84rBye=zqyZvci7iFU=jdAkPBZG<
z(i(if0v^vbCU8NvnhKy>!(-rWB%R&&OAFxr6Fh@t%^?Pq4)ZT_m_aqUU>a-8t2x+Y
z{2U1JC6}VD4wnXmO}`|sJexegoaDp&QZO8bX!ki$jJ|9nam7?ElJ%L|HW}RQBmTN2
z5bqC9RQzgi7&3vRy!flO3|Lk{!N{y55nZ!eSX{g*Wu2w)`g$VgM{lIEd0jJ4B*(vv
z=y<cSH^qXAviLuj$5nckVkM=_Sl{)UvF%PVBEW)y?|%;98;HaDP3;ZzqGpluk^8E&
zZgoPEy9e801*4>#{)>M8?>{zMh5r)Kcf0>P2g)IQFGhTst5OmDQC^&ghatDco8-N1
z@QOzg$ipP2lXUg}Eai#EpZ5nNUi~(&G%$p+?y73K6KzVs$?2;LdAn~8j_GbbWqy4N
z<2FDjeUo?MOeZ1p#7!Z_zq+}AXjMz^{`RVS!-N^gjH`#5;eP_sEyr#PO=;{Xxor1m
z#?l%rEDu6JlB>5(=H|9xeJ&X4=JsdTwFS&F2da=@!JK#rNU<YTt3(gV>xiirBVQly
z8^*7@jUF5z%F4|ttIS1pXHZ|bB_^>#P?!I+a|Ai2rs4xKYAdUxO*RC5@-gz~>uQw7
z{BOKJNWfVeAbo(k2tvM)IS&M1g5Vf`7`}}djH4+iAY_YYLO=To_CVq)OPt~lj<&O~
z%VPebD7`@-3njctFIr#)7m*^zQ>Fmys;@(4zd!}uly?Ii_cdzZ!tswOc~mw(;-eUw
zDh|6J^+>_2ow_Ks3?J?5DkQ2*B@TI)lV7aTW9D(kK4yH1%qXKdd1tw@s}CpDN|mb5
z7!YgD6CgfZ#WpNvc>LCYR2^VGL`|&mL>~uMEm9&g4(Khdn$ZAgGcJ1`u|o<5y9SsK
z;yTFzZ1H~&IRO1$1bK>Xx#Fy!Qq=n#1Hi^-Aj6B2JN{^!AmmyVJ?fSqCb>RZ>^VDQ
zFaJ$-1wq1s>{JpSix_<g_>e<At<gi@4JjLRbmN#NA?`QNApkqRv^N9!N!j`n6UGH4
zdEvJ5A(IZc6Nt@jCDpazpv2ep$>p+Iqx34el7GOvO~%jgvN)(L#zky~A%j4^Dyh~^
zO^2%<_}_8GbUV5%WvFP9x@HA&ma>LYvz9(rZey2?QX1KPLG#z*1+0(VyAwk8zrzlj
z-pIt|R%E!G-`d-yXp5%y5f2uyaT**JxkVpv$u~ChD&3Nj;R#;+_woNAuWItH3k|V0
zQQP@lAY$oQRR&HWcSx|yLh-83x1T*p>AX2DhKb;$t8MVU-`))_dD~3+%a@4NU#`(Y
z2UuQC+rLOSd!^Zk*FvTuC^Q>%K$_&ufA<LE0SzBt8I0<(aYZt8BDOWrzS{BnEHv6S
zA~xO#D9eJQ@Ff9Utyg$f3nXA9k{3P^kXs#2Bp2`yml+wP*PQG>w#K{viB9(VbEkHp
zX5P9D8x`H}d4Z6+Al`ghW=hI(m_|FHpw2Nw;K7Y*nDPZD`rq}&Xc35CjqO03^BP0{
zjvIBg3#GXHa2$xcgPdHb<h`8)+*^J2b#$Vl7x+Jib)75hDIHk<dk6*qTv@vf`fQ)n
zK{a>b;2=viw`%~_Cz+Pj*b5P-0z%2e1mQ<{X?3r(yq-Jc2l-z)lhcR>9m)8Xs>P_(
zb-nh9#OtC?$g^3JSM`6jzY=SKhej51GQb103w3QG@rT#YVKihIn(ZyK%uE>`8fpQ-
zlV4^$+SKsRzk$zPHP+-*mb@lVt8?;&+a)YL&t5$Egf`9MV2aTGjM$p!Z=(Z7Pe2)_
z;H*M*Q0W;QvhD>|EpGwZV(J}1ZQVKXDnFdE5zLh>^`L_~CewW9^`pgmXMx369yYXE
zJll~<`6tewq#O^}0r0%;LSpPU5nb0*EdSfLWMpJ7uCA{1<%Bf?0s_!UNznjOP+L#W
z3C8rwtBf8brTQT>8n-@O+x$5}8*r(h<x(bI0yTsccSvo%G11eXx`k1&yXulo{jH(q
ze5DLf^)H5hjvJl5#ASSnx<PwFyIbt&@{B_Ptrfc{_hIfAI~adPIzAtyFX#3jVDBa5
zo$#R8RRBcpm|Ozn@W7y&3kb2@0l=x6JXT+6TF#;|a1b;UmKtVur1#vtAXEQn7YTCv
zz$w}*S^s7TrdkO`E2U??9JlZG=OS0?j}<QsaK3mcWH{@e(heCEtGK`Qh;bB`SW3ut
zlgYEB7=8E<S%Gl>nJGnITU*#V9}3~OPw^Y8BD=@y6~Ij%l-`waT)-qQCv<o!#h=lp
zGO;(BGI~mm!fB6(P(0#>Hy74_{**nr^`0azE-CT6)MmtWGClxk$O`}ur@GCXyWoU0
zD$E?sQ!+F)K`{FFL(va!1_dherXC5WYDFjhcT1JQSoD6WeZzO{Mdkg(Z`!1n!>u0{
zefw!LCkS`f%2v4kuS8S?<L|h1Nx8Q%=vO)ImG48YddZMECw4YN-T!A*Sh4kuH0yGz
zlyF~Rzscf~<)Ct<<#2gH@g7ghP;{_T^Q%C0HiRn7Xb=#`B3A7DTJSwPIDb11a{wNH
z^En1sK3JQkB)Aus>u&3Y*PMIBX@28p;{@S-LnyO+XW%>}<SvXp+5DKt+L@*6af~%}
zmVnbaanWMDlZ4Gh&Q}Jf#gb1c{4QdqnDCwVN#-7_D2!%$Gy<!EPxcfM-6??O5zf!g
zFMPOy16;}{0EPy-dQfB}()G=^0d{b~oMke{Kipz~_<6|41$HvKVP~(f9>h!xIFtd^
zZv~@LBZ~k>KC&d$=qTNLZ6^)?phsE?DNCq`E?#PA>yD3)`bytC?H3u3^>R}VpZGS!
zlm)V4nv@h2>Mz}B3EZ4UujBICOhvxC_Wp8=KDfX*Ss=pL5<;_!{qt%%1*}a~bl)QR
zYjL>6xZ6fc%N_ZPy1sJwoe7e=-G8akR=W_fx0Q0fAE7oL8PZ#eT5k-ymX?e)W&=q|
z+h9>tQ}R`X0WO$TaSeSjk%Y2eQ;92mEAm<}@>N{BG45m5($qxX(2A}4#wV{({>N)f
z57=tO9ldEW*Y~R$3e!1KFGOXlu&&XbPtY<%Osj}6ua0>#m7ScNF0QVQ_O)rq-s91*
z)_u8jh1oh(`oJr&Bh8+@7ArbDreb@=M(D9+d0(IDQB<pK#i#{IX%LAmrq+5J9zHiV
z)F$B$KDx1Sy&xga!jHx&iT*8#yU^Kf`LPh>HW+t{-$*u2<1mIPfSs0!qob+~vP7$n
zo?g$vLD`&Z#1)5tKs2U5Nxx4;&fq+3EeD6?2WJ6__(2OG0yhiYth_21LvwX?U9cX7
zP%i)FIFglBY5*3XC-_(g+7MLab!I@jZR?ANHj*=Wym)U*ZSVF|RNVs0+hY^BU&JJa
z5W55Q$k((e_<ckVo0o8DsArsgCbL%!%&PnX(=k+aN}irUA=X7Hi1iZwx=K57WeII{
z;>P?iAD^`V$I>VY9YF(lHsmigR$3d$NBj`HV?D(~e#R$HM3&TmOuV;R&0o!U^k#1m
zParZr#;a!gC>?DW(yoEJKumwqH){ci$>kELvT|0{%|MAE4$hT{aMV&UY&Apo6O&4t
zoYbJ|pQhmQMUY{08vIq(ch_QetRNMyR;0L_odha=bG~ZNjLyv9zY`E>9)J^Yh4V?H
zb7+05xVwCun*|*SK$^hrKkPDBe9<5rJkQ0LA1b_M<F5!D^Hon!NCa~REnOxD9Mm%t
zV|Nqy&b`v(hI%<I>ErB39BP9ICnD89UPqLPKS-<D#bz8{x|oJYE61aUr*o=_9{&zb
z!<@t^ML&D*dp|a3AQ{@|L_*OksIkE9w+cO?fC-tv4Uf4u%wk9^3Az<8JPLai!5+)V
zCK(Y_HV~Jm8+}R$A@d`6r*FAJoBFxP=~Y1fB(U2_e71*b&`dkID)vuZ4w~qFdNul$
zwJr_QI!)4XffI`Q5*}%2VB5TVWmh+*>WA-!DVK7(oap|9=8}ZpwHxd?k8_f<OEl%X
zCJc-m$BL#B<_@j>K6!-xBWir>pTFMAv8KjJ%gS~~;<3E9nLn;>{p~{6WgC@F6%*HN
z(Btg*dG2X3O$J3YvU51gfD-hNBtbS^DztS{_467@E$JqJ%D#0lMmBI~#W~~M&y-0}
z%^R#4-#%CUwO<?Dmcl|avmp%u$YqQptF6Ztqbn*sh%dEZPRUy@UiXhaMG00ir0(pi
zkVsmjop#tFM=~~36G!Arx9hS0CuAbd;yTubG{?X{t!cvF;#69SL*GpXY|o(%TLr(p
z_IT0#fCq3kp#d4~kw!-lXFa>>z4506I3hLPip;UlA9;9!OZ8Q((V_L92r4pS1KTwS
z+YHiyMF`IBnnE19oQ&N9$G5{V4@f~x-g<gMh-dVy@7^KM?$ZRpG>{8gV#lv~;1d$7
z-B~NP1sQP63PcFv@d+}!=J$gBon}vji>GtXneFhO5x7)+!z!AZMYVpRo|M$u)jz*}
zB|LI)a5ybB`2tv*8DT&jG0)4-7vFu`4`GD@{7Ad;JI-{UAec~&H?;zxqYrQD*%)g-
zbrsh=V6OuPp5-IXR6S>6H-3S*TQMHrh?0G|NM5Hm+9+@hR?fl!?UdLN4U029TNJQ!
z%YSBPf?a^NuD0;?^7I^!giI5ZfHmRVuMt|&`zj|rEDGUYJjXe=Ysbn*&IAC92)6pV
zW+k0)Hr^Z~a^=bdSY>Xc7603s1k_h2MSO(EMsuj80Fj2KfGGa^(x1sjAL0?StQZzZ
z_CeS?Fe%9Y)uM7IGYCqa)eJOEMKPlm0Qzq1xuK-U&LXOx1DCrkNZ-O5e^Nyq-tSvD
zz$C9kaZn*SajsZN24?+O(j8*Lgd{+X5cgF?%OD9PU#ssPXeDgGb-^b{6S0=(Hlb*V
zLl+3@?|&WrOoJT#bq_V4>Vi_B;ANxjQh?}EWK4rGpVIv|R`ZwjlabO<rBWvH{GKfX
zJ8kVD!NJt|)G_2dkFb~@_*FDCVgV>B)2kDF{krJyYPh~0{QpR&r!2mwNVcE)6_@;;
zA9-Hi(*RW2g~W-n-{Gqf-VBlW&22B&d3@wc;nvyEg~l6~LRwy#9KJ19Hc2{w2OFv{
z%%~O$d{?Waa^(KfA^Qn$V_HZwvKNxC&`lI90miuMhME9RI}S$Ka%G$y6c0r{*g$<1
zJUsC}=GZtrBn}Jt*uZzxgnA5-C9UC<CgLjLzq*~@wMY!}Tx5ckcOQ(}3EmYMy*mk}
zFH6lIsifqORZt+=tO}0xD~Bb*zQ3A)?nDDZl4rHRzdrfdXoypvgd-k(K007Q274pM
zDVQm3gRS!`9Dk&&eltECDGRSC)ZSZ!t`_^MV!`cslQ+Ph+5by+UqteZk2zZ@VB8Ao
z-Sm5~5X5qcc<tU|Mmb}LPatCj*84!n+1+Zalak0=6MXPVULDYiZ9HeS9wl5^?||oN
z74i1qCOkq7tm3i@$n+qgYNM|Ipxym2eezf7?y==J^p!%V{u1i<DilRjI%zp=QQJH2
z8uq!99<;gzbsWtWGMe1i4k~$74PoF+K(&^uSJhOk2P1kZDcfcRev`5-@ox&IuhRBE
zj?l_XTpb57ofkW_BL^?0Sm0`x912-O)+2Sdx_MKVh{<aC#pm38NsFHpZzlM>qodoV
z$25OSLY!wjSwC--^Lf*A^J=g&$+NW4(@Z|Qq2LU$>H7=o7I|`3@x4xb<<sN>%KNOh
zAaxpI@c$yd5FM%IQ<#q_x`&(SipJ?2Ght1H3s96PSmbK?FkAD+R4D{o;CusKR!oI7
zmLfN&iODjl=nN~n6*)@Zh*i}O3csHk^f!}eV+IV-nTeB$4Iq<8ucWi|IPC62>vs~z
zTBRVyV^2r+?(k~AR|@Im#3R~wi#j6gGW#jyb=5cx7N~fT7A<FSQmSsk8C^4S%1^Hl
zeydqn;%{7)zOKdkVD|AN%6FL_cqHxMRy7>P%7LDtiWie#NZe0FYpp7BYHDg;l8PY8
zGt>4A<iV*LbIj?|oM@5o8A4X}DFx!Kog5oihB^JiNu^HTTKs4a((k_~2_K#Q!<8ri
z7fL{I=6RPk8}PZlX?BIWG^71ZU!y@(GzwWlrhgUhoVnZNyO&1DWgN@9n_s5f=<y3&
zn}d@Udd5?ym55IrXFrgX&BBdzsD`0$XNqUB7nl1?)X%S{0cy<PAV+yM*(z2xF#4UB
zEN-`k2?AGDn*?KA*MMICWH|cy{M#HggN`#xc}rCm`AV9A<0;s1J8GG513*26fAUR(
zPjc>>tj5j}3AT6I5&c{TJ#@+u7G2WwcyE_oU~T;dJ5xIRSjygrnQ-46kZ7X=+GvuJ
zIUNm=(JMolIHDspe<-m+IVDmB!CX<Wo4)vhlL@Yik-ZUNHAatpy<K-bQd(8Dbnjh@
zElwL1SjIxi3Ty;>&58ph)6n(4ZT<1muJR_e!Sjn{zK*o~pgm_WCg!>tTm0@>%K4a0
zGLdmElU0{ag#j?!7K@7O?udQjJ5m)PmdHc=k|d)V<Ew7JgS0}WCxT7dCmzYMM<kP{
zlV|_63l`;zu4gof=ksTYXS`?R+wX?oZhD@Br<9&6=c-%J8;h1ppOmodJ~KI3p*XMm
z3YAZpE8ATnTsKiOhXFoXWiW8q4lq%>78N?8)I>~9+bYTIcpP^0h(qK*S`1JNSC`Km
zc5}H96;5`Ft;Jy?CD<$JN~X-&#T1F*&Sl}fge)V=3TaQn<_{?zx5dVt=(=#k$nBZK
zAj}Bv>-$(iU0mpg76P5Fnw|K2xcpoxJYB-qmh_C>4q}5RJ`61{Pp@iJ@c;4&nnJV%
z17|95tB~9?`tYUR88Oa#6gMdtVw*Dz4Bbe6x1-$&FHlAz0KkSf^XKMGUobw8+M7q$
z;G4z<ARQYY+<CpZ-*N+mOK%PhPv3^(G>)nG9zxSHZ!s-zzb+MwEu2;SvSK&pe7&_%
z49KMp-O1fm)I{qIMdNE$<=k6ufYTq!@1Eggt%%30P{TiFfokO1jlAap=}pHi%0uT3
z5<7FY_|c?VaU@D_Eop}qzam|)KS5cgh*~PzpWB#X?3r(3)}b#YaPAAfqf)~sVA4ZC
zH!jqOj{WF(i-;`Oh#*iDpLptY2;aa7kTwu~^2UAWtw_!tF<f+qEJ8(Akoha|He>x(
z?3andt0$+{fgpSIQx4ZK`U8oAw+GJ2xeYL6(~c%7`;TfL91=)~_@aml&Q`T)2Ii+q
zfZe+P_LnFSiF>nQK=`bHk6E*4+beZR#wQxnk;SxOZnNIU_KdQNq!8T>j~+ug;s<L?
z&Wlf+IzC&0*#ebr{AXe&@Xs3eh&+c(v0fz?B#mH0m!t4{sWmib3f8*3qWGx0y@Ye&
zSL}}kVYEGotK!T0zPXL!J=VZ&a7E>6V{!K6mA>7~$&{IffY)vWep%8CZCPBh{#ul5
zB39hfDIPw~S4yE?G&wmr(0!D)XD^Dh(C$Ojr>azU-}<e(E$luy()MjE?iJtj=>RDR
zzQFuXrjJh;M<T7{OEpmF33g&Txg_3dk+`{?>d^hwl^?7<-Zu)5e(D*QS>a)W061g-
z!psi`I@eMSm_vTl5+!e83=ZLMAZquEbAkw38j+q}eNJ7zSR%xxP?esQQO14b{r-j?
z3wQe5;WB~r=IGT4Rum;oF2?oIZ}u3Hnai{OXrhI(@U23fd}?N3JfTH#X-D_G{xMdR
zl88y!gC(gY?$TK`HpIZdz_;8S16kOYB)QMSO_9)b33RxjT^}!N&5bcq?1z@^!ciM+
z1FR6zzR6ibce1sngjQUu=AH+BEnrgP))shk>Sao-Pj(8Q?sggtjS(wg4*0nIAx8zp
ziUiYH33}ZaOkHYwIllQ(SJ&Sdc%fVfPCaLJAk?7&YHC6pw-s7-GU2x<q}O!%x7;w(
z%%(kms6rX6o6ipg6S4eNd7*mCHVdNo6)&4n3IAQHpxb)w3;}}A!^;~h4=D)tZq}bu
z^mr=_!@)j|L7sVloVVkZs4ot5R&bn_ox?!Q734U*3^p1@`BWNR!}TaMc#$Bvguv1W
zHKUXKV@NXQMd!Oa?t3ovBrcIbyWU2_U`nA%SYR4g0l@i_i(L-)ChV2&X0j$;bu#uk
zta7G6LPIAMl&fn^m8FQNBo$M0uC>*kWA)G-WXQ*78a%4F(-|otg*U>CQ7ENHzI~#K
z*o9cs3m;rLw6e4PLuy17&8oI72IYk-JFy5ku#j8cuBb?dgQ1xdp7A$T-D=C%;-h7f
zDZ;viJ0wu#CEh%_O&Ey)&MODe1+6XEGTeB-jh}gII(*Q0wFE^ccAv%d>Y(!!xJp9N
zbvLH^2`&2+E%0W)>1jrEK7A3CevNZ59~qOctoUM7x}0@kZm>gCjieB4U%-Y1JO#Rc
z(BB!90F{@bOd-<#=v=vpe-dcWntF~uT4ak~`_1f>CV{xg=Tb2Oh>OUz9vg40KxB{O
zC0?s;s{V-oj2D996jPHk`3n#)1j{%|_A;DRas_lGZ2eG#$@3P7lwss|e{lJ9u^S5z
z(?2H9XVFho$uJ6j{N~1>(V~p|qB6YbjLu@5-6I!a1@@^3N&_$7YS;Dj6d-EglmpfZ
z@)sf=+nkzQ5|YDL=x5l#a1~7IM`-+Veejocj%W(~LYoIx+V?>H!-U=)hbYvs-2<zC
zu1)ZV%Wp%1wiZIC`lU}9B3tf*>-mHNE%(RBIrxLqas(BH%iv~>RIS7PlVQu4nT>=^
zdIY38J6{2^gzF;<J}&q!(i>EojPF6ujS7n9RYrp|B!SX}RA}F@Yfk1CsWDYTCHEE?
zn4hcP35C9|=AxHZ%soBJ9^dsKpca*?C<G<zEdns3%0|NolCXDVu_&S%-uSN<n)CRA
z#xX~A5O%J)q@wS+tSi5>jQ(}`@61BY+(N<}Gu!k~E)>-EK1g<(>{KHKb1n+Ja&hC8
zU@8n112-?<>GP37J0&vew<d+L2x4_jiH0C;Q>-3kpnM-A15y+GS!GDr^leRWaXRuY
zodBF*BT#u~5~8B&bn^=*Oq|YfLBOGswNw9d@wgy#*!+sAUeLjW0_bS^;Nufmf#p|J
z@DY?$E`pd2ynd&8kX@%V2ww0)73kDquX0rpO<hcQnif@1(zGElUp1e&mJi%It=hYV
z_e7VsUd*ZbXU67sLo#!q9vL;3bpMF)Uzx3ys)>sS!6hi9`=XmePm`)gI+0T>spbo7
zyWBPu{b@+CKliT=BX5SJlOr@X-EVw6z1%?ah<F;9>&WB*Xrtcc*NB=D&rEV67ioEM
zm^i;uAl(!_;DkBQs6Ic|Z7DzDm7YsGNb-eQ>-U;FDh{*O(oBns5cq+*%<cw*uToFA
zBm!==isfPl#AW#U#gpAnggtaH9XP9q=yg=7Xn9hgtjFJHl)Ejj>?4h33k@6y^E7Cs
zsJrd{_h#?HF}<i*wN3SDZ&@|XM)iwF{zCoLCDL6Fkl(7PiEnw=^&Q5^K9PVlSrapn
z;5$G@v;^tnNDxz#jyM*T{7E)#I|=0Em)!{Zf~2ol8g+Yv8cC$(fs|Zau_tQwlb$_s
z8vV6u*wT_i#yul!#gzuSyYpJ<7?hD!8d{bXCg?4eP+NZ?{y;PHRcrMk6w3Po&#s9#
znVg~y26z;9JWHTjV`UU7*7L>HE#TJj?p8K`>i%v3Cz4lrd4FL~uk&qY?$JvPa`(Ar
zAU^F18HE0`5l&b=!jp~D4^h`HAEYh178wT<DVphwhOzRBIr(4B)}yh_PluDfUJ_Gs
z;102ron=VyLcJP(|NcGq&8`!8N|OHsDj#{LB_e~Ga@qTtv#6ns7uedq;dHHP#qC$*
zuoN(<a%h@fSv|e@08G(;M-QvFSKZJS^p%wyTQi$%t;a8z;s?pT)8CRF1g6u+>*Wt-
zX0Y|myV9)uq4a;%EH=|j+VWIf-iX*kUR!U$u!l!}LND?UqOc#IDcFruUB+xEW?}Ry
z0j+sq1+w<8<`3rOII*vQ9#e?vZR!vh(@<GL&Nx&f-@0^yl4i760k7GZc?R%QfV3kR
z<WTIUb(?r`d!{Hb-Yb4!ZT&hj%6EFY7X->bDa7u^e{)--3)OOinvNoSH-(TCIh;2A
zjV4DyU=fXkjOLmA7v<0U+BzLWF0r7kRz%_yCG2K$P-b4#^5Gr*@V&)tzo2nIfX{7_
zTqPT1REbnIfzvFm5n~o38pB3<nktS$@U6FVQ$T?A>WaQ}-u3R&uyMi$NDRh&xV+vq
zHFX1_@FctCfrNDe=TyI-BW0!fYCtKK4JX-{rL$-h46Kmr3_eKo>kAsk9^I`j>49eg
zUoSOIQ)<!Gj}ZxA;v78i>Ge5#R{r|6Sk3NzNblmIjV<oa1Lf?c27PLX8(9`1d9DPY
z^Xtj^KcoWEhx&;?BnEvZ+;Tes!S_I~C2LY{2u#X4yowA4>d_J;IU*wdWY7B_efg6M
zQ{hq^YmSxM?aNHnk`0MDvi$DqIA$I9y1BT12P#&P4$5lLacYpghE-DyzK4{4fH^3y
zF}Bk|)jJox@oXfctWP1Tyd%CJ8eE|aOfPF>?F^pS@RaT=2ty_jcTyA5)SAAmSvhSr
z+4iAfuz|`E;R=h52N9AGsn`xJ64?h5*IGZPdv1_w!+)J6>KPHxYNnypurGhA1G(Cz
zswTeP(4$@NEf7vcUA*!65dWMkmJ?N89UpacO$AQFcpB@PAV`Q7i?B>9Zx-kG3a8?^
z)i$(Q!9p|m@_xFm@fDwIJf^%j7b4s1MyOyd+yjVM0AbBJQtVCh4PH=s#=0$fBIxqF
zTP{B1l+ci5cUgW5rCpxpPi8J3J`(4>_ME%^V5e+<bX}|zTU0<K^`ez|TKvwK_Xn&3
z@E0(Sd`JC_^uG^)sAhG<3n2oi#}a@pT4|^*fa_>0Nm<@G_li%jKOuzwx1qY(LA~*G
zqts>xhHP)c?V>shRKYf4_h$1vR=Yi68x0o;S?9WU!l}=Mn7Q0sF)4Ddh;1zGH$~a?
zNjA{WTF`M>VaO}7n6K(j9Bo9sH$vtd?iGriQ62?iPk2V3%ABFNdpz7Nh$(y4Q!_Iq
z+_ve@Y8xD`k6vwTPLOl7BRDxRI4dj$US2AkEP`GSMRKNk!e|s9i(=C8TWUn9uJr*H
z^rOxYqtg;yC~rI?k8<e36eO_n!amV2JULAH4$c5bN<|L(t=jM)>=w|=U^x(jBD9od
z@vI1O2ZKKCuYW!?QxlbGe^k>Q0d8Qta?s6FuJroEM~App!8(>-Qa%6Z4FDmRq1V%p
zIt+6lG70uX2jJV@tLH-FOe^IK9YE)H`jR@K7X7yKfMW8Eu^e-l0mplz+5l`!^9}Dy
z{t4eJyD;Bp(k{PaLv$;T*Lm+#l!>q`oNGVF5V~S%q@V{d$D^ncS5Wj_aA3Eln^@V(
zy1W6dB-OOLH$q2zi@P8Eg9#qrjs0iM34&&@CIA~Raq0Ea^!<R0PwuUoKn8q)ayD-{
z@QDz36rn09W^^WgEaqTUD9$b%BxL%OUDB3PR_pPZ<|B9gWF$aMc7zV!20fOf#S+E9
z<^TXUgR;#I#ZHBU-1EHyt>`av1uLp7Z6-qiku8C+G5F{z^!P$@x45`+UtDzo-@E<e
z$tn)zpkd6+Alt-GfY8C&D74EXtHcp{vhe1az0WEAfN0_?WFk8K<D6cy$`5HRPf}TP
z&dgcv?achqx)jU%^sEXxXgRMR*A@etNDe2?#37+_bn=z?{@YVXQuEFuij}Ls-GsiA
z+&|p5wsS*lp$1<tOR*?H1XP5)ZeYz`s4;pdq(4BOQww|DOy>^+U03}Jg;+7EDCos6
z68hv^A6DPwi`zky9-7fM5nxPm8=AOi8HCT)8AVac#@jieg3gq2`@>hJX+9wUv(tcN
z_!H@$V8bL-f;IPH@X{*iaZE_eVRKCSc_&->uFub8<U$~6&L^<dEn2Ffonc13qpj%;
z6<>Oefr{K;>DbiC?+%>i)H%&>wd~C6;{Sa<f;zQf{Z`?F+HA!`xH|!_7}(%9d4xyo
zM0HJsfKCiZgHeSo{0mQuJgcGMf^y*iLn!UNX<t(Tx}af#9svIZ2Twk)&H`6(=?jo^
zAbnm9csTM-nBDW`C=FZnE3KDZf6I4-x5vlxLHP|It!;kC;zAU0_!wDtz^1g!fr!Rz
z4d}_~RnCWQRWvK)0!@NAm``NyGAuC&I8j)p5yeBcyA})ZF~|kLTrhP*Xi{9|MT}tx
z`(4_9CrmY;`WL7Qz$uXEr=?yJce{RJJ#xNc{Wqji5NTjKyN{f?0sCcw2{>|6@Z}PM
z+@tzs)d&Coo%4*U==S;lPR#}@#9ujHLGRc7#$36R1t9f?8Ymr6d~65ursnFxx-n&5
zM7l0Mi-}W4l|x5@9*lSOkBs|i<PbQ1|7PM2=QFwhE@{rxu)fWL$Oj;(u}x2REmnPj
zz0Hlbi&;T?VkxQg393Qz6Ypr`VxoHs)k3(h>~b2L%Kk`6(eXrDVF~QcQO<6;47|uL
zIx_gj`yzTGu(mc8rKo>({`VftZP<eq4g89MI}>y_H^0z03Ddj|$dq8u0U?>#yD<l)
z$e{!+WrF5)aZnDgB}dNIKoT91lCTExJ#;0Y|3x9Klyq;_q~vgc2Z%iILxCj~GKSsf
z{r=VMzc0TR6N?_>YNt_m&1(Q*U+2V;0l-IE=A1g{Ai8E5k-wJUJN=*NuP5N+zabvQ
zAcBz_mZ8>qM&~DZg}nrcK}WgBvl_`}RJM|_+J8g>YwHCOM^Pr?!`xNtbU3%7cQZO>
zlnfuSRE;VB{G|uMqf_rRcl6XYQi3$e_glnsdJPWGPn1d6JY+(Zs9+gTbe&@WJSU=q
z3?S_MVRijCl3XHU6fzUAT!i8ie(iHx-c{uJH%S8<bXwOUqz#(xofI;XeA84miHNPG
zYHs_RbgS)wUI{1H1eJ&C*TG3ML%wE$6P{@%3tQM)Rv@+Y71A}NUC?`Q^JWf_gOx|{
z=c8A74sy>!X>l}q-dp9*p^b(OJ=Aq_DWb5meL}`RFO<R_&ICXU04RE^8+2Rt3H`Of
zS_Y$?H~skTkG#-8TQ3wBK(cel{gdbDs9k|8m+9(zNM{w=5wpjMeaYugCm4|KZK8gC
zAUQu@j|epXqj?)rB~4-{=uuF8T!jUR#sHo$Jd)<;Z5>qp(s$y}6`*h?v|b06O7Icg
z9Y>7OV(phkoGBuv3a_ksvdaMv_>H`8Z>!i+L{<b*@$M~q2RM8BI`FTOHL7YYg3=es
zDh%EP)Rse`au1#0q5M#K<E3%DK?V#zT}JiGm?r7yL~Mwp$L#tyG{{fgwn1=i-%4_4
zzwJ@J^LT&)CA9;8NuNr7uS+cpNJ&~EVdl~_6VPn-MJ_zG_mgg&{w;z%gSx->`5@yU
zU_v2>L81bMR%EuY;2QxpySCwV%<bk7)2jjCc%@LuMF|_|vo<8-HQAt%3I@HC4G<Ya
zlCFLm8k1{XhS&F9Cj57UWQCekWh`$C1LBt}0(vRPMXZOixp3;XFT+=(^9NLMM;qa3
zb}^MbXMzI7l%xog*W4gG0%@sF7ItI2P0QmQ&%D2`$;E#qXm)ctP_z*G2*AARRN_Wu
zjbcU2Wp}^!)+iF%t>cZ{U>3gwa}sTmD3f4?f$CfguRS63^Ibbuz@$ynG;~_iA^itf
zlMcVwcq#28_4bww!<mf7DF_QkW3v?9Jz1nzi;TPh$$N}F2#z^mdn#;Uq*`ndk~lIV
z;R$MkRpd)G91bd~h03b<GB`>o@_q`wafFiU8>)#f&$LS(C?5cHaw3q>0i_sC&Vq<E
zc;`Qy2!e+;O-(-{2Y}WNzty*jKD`6x=G`DoMEA=F7s31<(hUKCTVl3Ty&VzZM=>A-
z0SUI#Rbc7R5mm8|2Gx7;W*j0K+hD{5?Y!PF<JlRR@Ki7wB~e{#Xxi6t|3N7Fph<q_
z+4JGKo%H_x*XM0^B>#Ejg#);i&36cX%b%db@eKK&SYwfD?biC(42SC^eBU$iATd&w
zqk_5?_}@AEpk4r&D@aZ9EUQ~uayX9X|0no}`(+~k^-b1it7~aO|K(i{K$IgJRQ;pN
zQbU{1BED7ljz#A?S8l3&$?Y>{A+W5IcJHkIE(HTCH%-Jr$0nlTmf;=ghQ6Rb-MpIg
z-PJ43n^usK0VH_p8ph7v)KM8K{Tul2PlAKo0+DwN$HrCV;d-j*ZoA0+BhLY<=dsmo
ztfhC@z2w@N>A~Ftga%8~%9+^VF}d<(zZ6SRDeL4@+6ZB`eM7gLp2I&2J+W-~p3|!H
zXASKAN!U}){1003Gh+M4by-l@GD>)r?k-K7LQW;K;p%I=Z6-3|Tw#56JkT14s!n7~
z3)XX>gHJl@P+W0~6*>!2>el^NBBZy8TmA8o`0<@<q#kNwLa*SA8|fa=zi398VvzPY
zJewW-vM){~k|7)!lgDSTXzKne3gNQPi8h2CZ;7I6X<wZlZpSw{k|TC3+33^aPhm)2
zLX3)um{DLm>fT(i`iBR@zTuOU`#7sSbD!`Ye+2q7^N2jl?xV}){qb{z@G9a@M7z9P
z?enTTrY)^Ahf7i1j#~<-l#b|iGmgHX>%6v|WY7nf|K^$oN`m3IZE#&>d}bU0t%&{x
zK@x-D9f$&9&gg0W_{#)1I=kz?LuUq6A1*R<1NJyuXs8QAVaL~OeojUg56f>flruAv
z9naBC=-+Xuc6yK^7M*Lm-a^+;WtS-2epKtt5}fp#Z!wG!m0e(tQM=<wr&e)zq>>z2
zlDgV8%)N<x4)wS46W<+pj#!I4&SRJnJLE-$R9aaN2^XAGn`S=ZBnUkSNk8vh@3fx~
z$-jT5B>a#ccIqm+_T8^1YL`^S^GOMx#8c<y%XrjQnYeSBPuS}IG5Oxeb5C6_lnVu%
zwVFXVrST`@mw}l!_`AmvTicx?=eN(2C)v*k28xEcnj1ex!~ViSzOxIU79$uQr7Tc=
zCMYb<6PUp}G&rk%VF)f!g9UeBoT2B+9OfN8we|o!c_*<*g3O7)25_-SIg2BK6z`;2
zRDRI~WpC$8RR;w3BgY#gDe|jX!+YgP&^u|QDz~B$gWgHd#QTL(SvMxB*A~>;bs0{8
zdT)XUZw7}|eMayTVE};9N;6$t@`TUM5laZ@eX|a~*<n7>Z?!*4)b@T1rj@TO?4E5v
z!RtinpGvk>s1`z&mxT`3Y@YtQcYHx+Ou@k0fh6+u#onz1YOJ1=2G0qwK%n%_9pOE=
z2;IEnhmR=4Ya+5Q^ku7Bh&*@?7aRpxQc!{Z0;M#~r!SBl$|9Kj<G_+vp4p6&uLdBV
z_9YEK&cN%N6&Pzc_=4hNlC>shXIT_6h{E2-<3zl2kMsCyGI4~AI4Y#}e`xxuusEY-
z*&QQDfG}v#;O_1=*x>FE+}%A1IuLwt3-0djZowUbySv{%d!Ne_FYqC2_3Eywu6p>&
zw!HXV%@14UBhuN*8j>+C&m!z!w#dZB=`YK<;zY=m@?wIO3km|!6A?!Gvs;hv4KG>h
zJ!Vnclb`v+O?$N6P2r*w!M|!gf5^LX!?(!z#A*0?5n0f9M+lO80rl#?U?cjA?QQFd
zE+)MSO((sA%LV}dih#at9w7-61eUfJQpENb0>iNvxZ#)hz0V8ZjCB1%84i$SB>(xJ
zGuDC~oZ)e+LD9Re1ezqM&a_1ir?Yhj#5_p<Qyl|K^&%vDK#~Cq_z4S!Ia(a9D66G}
znreOU&u%5$gB#GT%-9aCVE_ocbzMm0+%P#FsPjKDhL8HRU*;!KD&<Kz$HuAvT_DkI
zBJ>v!b6b1<Z%9RmFRH=>vK>T7=mJC5K5zzG&TH%lZ}G!P(0(Y>L;2B>jchts_01$6
zx>s>Cm%jAe_Zg7<oA&iqB;&C&HEX@+%>SgJH~zP&1E7dAvwbu+4+k8w>8a7a7K(f~
ze-C)dYb5n<EHQSU&E&5)cnZ8Lb47%2kzS?I2MR|t=oet#8StL1Yk~tMe#iF=U8Z}i
z<x4^v6xen8#I=BxB|clqx&rwJf-yi4;H+lqo0$N-Rvw6A>39asVed{5Zbj5yb*OJH
zywu?c+Aj2$Od~$Cn>447+E3)ca6&GGV;3a;iJV!A87tE923<DxpjW~hoTu4On|{K#
zy=!0RuF!!5#=o!mui-iEPj9*PpCgJ{GatNx6f+2dxUv{?RavS??RLJ7&$}BfLUipc
zeLX0{59+3tGGalIOVpR1@#V!;@wlEZqi>P6K0N&9rhOAf?VypEq(lHQAJ8yDet4g^
zSI_MabMg~Wli@0g$zsMm`WZBh<Nf-4TNJ!U_ir?{rB;M-LJt#^8|?CrOIaGX5v+M1
zJI1==%`1}7nj@iM7CpIkv44SG-@}B-=oAZl!0J+<2@kNkydxz4?2hGss`>N6aGN7u
zhR?k*j#PyQm9t-|fy-2QAc2&*>{Nks5%4@ZusRhvYJFe$?F(}4?O#d_-$SFDwUtPp
zWwUk0)Sn$TgnAL^_Ei=i*WyYaGqx9tA3R4o=ZvskNInFlJ1sL`H>aDm0}g&B&b9nZ
z@YKw#tsxha9CQq2>j1U#6$7JVtO_o|b)msk^ON12<DE1{Vv6>}<6#j8z_v7QACJYW
z(F>8_1jSjvk-Sy^yEzePHwOJXOe<nDv)<Hn6hSNnotbfw6bppEKJBQb{bxYrZ`Ur<
z7g&DJ#18#l{`Czi;og|F%>Qt?pQ`Jn@=y`G@2tsA%KDE6yLzh0TA9N)lYDGVIzn{|
zW;zB!MnWk{hD?jtE)+zDW9y$n0eb)?H5{5{83pfSGMe#c&aJf<EU4MbyJrJEfOeF)
zDfH`Ho_Q5HDD)H4-aFI|Cj1v2DgM|LZT!G($e1DQpu?3%L7{+2(FMz3pH+)j#GwPn
z2V?F8J*c3Pvjt$P8^<M42E#@DwTQ$@Kq_!(4$Z8?0<^qv6`FPi>h0jJkFNnm<1YmJ
z`cIspGUMO)2eAA}XzAqTiwLu-|I78{g1u!v-VvtRS0;21@qL*<L;m~vY?^Ya2@m}p
zYqc_v$CFQaOH5M|(Y(&lI51l$A^ca@`7iYi@Zf9AH^QS7?8cJ<8ydi}RgT*2Zz?;q
z&X;h>kP~qkV^;O23nr1DV(P#!t0*Ji@J4KOI3v4lhw#7>^@fYx0AAl`2T)T{bdM=T
zFbX0BH7m1@$g=$1PyR4P%iM6~Li7H_AMk({GCkmOTUE)}wTX<)=0rBk>jCNv{eavO
z*ieVGuHFuaibVykuV}>@Q%)C0Lo=9|zZD*Rvw9gj=HVA`5|FI4y|+d18N3PJ==&nP
zC%kTOWkw(zE48mI7t&CmXHovh2KWR?DrHsr{%69#AJ}&5nytdPnJwgcRb?X)1%#h9
zp%oo^TRQ_lY@yMNXyk|g!)Yx%LH+>xGb^fJQLL3B;2NDGgQ^+}nj-BUsOOIqIJGJW
ziK01XRjC1XwHJF`qZ;-4gc2zcb;>gPFUYX)$G>h*y^1v6_nU8M+i!|*^ei`>)x^GH
z#|S=?BFYN(i4^TrlLH$g6-dT0Gn|PHFA~3!p1&lW#7j1wy;*F(XJ3AK^vhfv#t%#o
z=%~v0fGc_jn0mDxD1XN7GBswG#8-Ga&iLcB@3zN!j~*i{nD107X1mrF&J#_rA@>AI
z(|-abnfV3&jeSK(y2dU*#%|Rr%18abGa+M)u5(QL*K#f7Fo6~5wm|@)A9DW=;Mg{`
zbRj-L9hU=vf0~hR)J$}cB<hy^3Dnit@^4cASKa{^C-_$0#+x{6-FC+EnBsl_5{~#<
z_?8;ls`EpFSiY}T<@!7(vt`SkfD4E~z<0gxlOqw;{)+agYcdB%j^o<iZ7eWB8|Ch#
z)V?md`^b?RnAyG;>oV#b4Jk(XoQ>hp1yy<b`{>DsSV*`YPylMM_3h~Y#M1s~@TLA(
zXNuWi&yZ@hX=Ra&>{p3@kxUp~PTmjA13DTXgsa%jBQ2Vq7Dd~j_p~|5NsAv@W8LrE
zWjdZLnJGKp6Viu-TS_QDulEE1MnyN=JglOC3!kyKw-UT`EX2K;y|c3kQE}bm%svL_
zJSX5k*OJmIM*s;m#R9#&|JHo=07_Y!`5^0=>A)`Xp~oIr-M&OJH*rmF=C-PN#wYMa
zf%H3b&KM2MrN(|KfeR$Q=3hm!0p7&i5hi1Ofj9Sof?r>@7&Gr~+(LLB@oIwI+i<(%
zU8ki}Kl`2d$SkJ!)T~%cdn6U{&j}k@1G(h3PJA{|kLT^ruS;G?w<TpYc8^4Nt8VG}
z%61k=y(|1+X!E}hG&fGrhR7%Q6Fn*|^UMa=fiuss2Jg6&Z~r2}g9yu?_ga!&0+E|M
zRgKlBwS!G_tG8P1E(oP?NCS@5TOr-J3_PVd5D&!Ww{+&5nte$MPH?kgKz7d>vaQGt
z_5I$FMY7J-UcK5^qfr&hU+QPVHKh5s)&$-~Bj_aHV2I#H4jg)N&uccz(b+$TB~o@F
z{MZ6~+;>-s;dBtbkxLBnqTxu02N`%i2<nSCkxBG-dr|DSo1j!>zr7nZIr|F^@taa5
z_JEL%cL8@NoeGqgjB{`-Q*{CpKOIWKKm?`OlF|oVQ}jgg2|QB2p(y;{^R4Jz)dG$4
zeMNNcY==T`J`=TSYvBam+2vJT4WM7oxr4|(dCE7o>j*i6#dYvm$jf6}N=m`O$7Iuf
zyyBjk?#;HsRyLo~8FHO#q4<=fr_~cA5S{xgJ7+gvDf#|bP0b0ZC%!|68itO!(%|_&
zmpFT->$`2}+LtsVpTZE%mV;wmXeWpzLO!j?NL;27AAjmcIl8}TRF84jQWS9)%%M#G
z%HobHV2hU<3OX#7mm)UL{6T-$;9_K%C;|Q>>^R8~i^0jX0dBpuX$b+D$@$61E=U-Y
zrFE@Vp?oaXI-*B9zuq&|)q2-<;sSnuLe9F)mt^s*(_nvI*j}EFr3rI?pREY{48MH{
zWHc<_T`AwxvfH1`6Q8U$ib`wIsZX`!9N?uqkLC`ZV7u8?bJNBj4|dj=kXL(&lGii(
z@ih!O44x80oP(RI7R&|mZ4#6UnS<$aE%2)}h4WJc<~X(-N{NHz<Vowi4ipb9dkEzT
z9&}u|)RWnAN~0IUC?N0w>higTB(-%1SJQJ*R@t)E=PZ*drjy5c63{WjP@R#xy@8kA
zm#+kN@QUV6wj|eBp(^GhSt@?ix(tifa*=<VnU#<Y>Fl4UhEruOH)UFAA3;6^zfk^q
z<}n6uu5kO@{T}$vaYvv1?{`hyC5MDS-7PoNsNWcQc6l6?(&nyMq5C`kd@9a?;M2>R
zNlM#xj~9o!ND&!WM$yv$?0Sm)yf-C%8RR5i^9_GE3#|P7<*8N7v2&D6ETd<FBLg;X
z)WD+>3vvU=@4ChqjY%QgOvdm?h3xlD<>Kn!0u{@1Z@+~lXH>uXoCM<RrbA5J<o~r@
zP6=IrjQfV^OQFx5r>&4a?;E^J(8#AMMa46+9=l?)n;c3zk1VlGb2M_ug>7})216<G
zt+;huFE%{tvWV#<J76-NQ;B)t1_qJV%osVinD-8wp!a!lYb3?58*7V>H5t`R`*Gxy
zu4|ZHAPcnLj_*FWT-0QN<#$aCN$R4ay;0;7NQ!7t6tq2H$)VjC#;0AqZCIo$bab-P
z4iz+6nK#qu2!UOFVN}GkVeE0dlA#Mghs5!6;={FwkyVH#Tj0l-&LBIljcI5UEe5tn
zSKan%bYDMk@*y0|>LJA`%?c3m{`M}=VtL@o#486~mU!$4wKi)=&EHqu#<j1ZvXL&>
zQQu2I&hdUhH0!G>1HwbVjixq2Yo;9ROWAJ`8#w-^Y6RU2LVmbQF1vb|<L1n=HG{ER
z3+L{$O9O7n`1cIzU?lXr0v;ntFL^`8WUBM))@F<b?TR@U`X!xdsYy*Kp8)K4y<cMH
z#^bq&1ms+enu8fsg>9`1siUzbS=y1aK5dshf$KaEs#iQQDYFU8>4$KYq1gRzMfg_r
zsv^)We2)qSHml_Y^UC=W%ATBE6H1Ky)L8|eucrRiheM1NHw@AfsEB2bzV-##5qC6;
z6@kzQD?U;#@sRwi+gMlnQLW3&Y~bZk2`sd`bJ|9P&uhUpPb-uDli}%V`)nwg(p_0e
z2gxC~AsH}3?-cNYMsfjuJV@c!l$r^X@{krutVI!Lcf2<O>^T&vU->E`zpXLMlKaTG
zclbWF6fHDa7)#ys`BM?|k!)mp4#)^ZrkQX@3wxcr*onyV{$zSZ1rQI)4lC5kOf%-`
z!OjWKcfxJ&jB{*#vKn52GKFEfVyxTcLKAi(nUSqwk9ymXxx<2hhAkD=4Ee53RB2!a
zf4%}O7G<r>BwF8W`a+pPLGn%>{co-RRs%uIcjkt)b;A5!{oTv)zB(#mYokZ<tZqDL
z*gU|_qA?rrA|TBN#rl+C`0nfq2wBeug9EK|v$wmD7=bH~eSUN7WnptnPEzwLXa1Q>
ztN!zW8;)B)mJG6zLq!=S%^i*^dBVcH$6n(OW3(7lf+<-H+Wxf7Xgw&uW17d9(h|Oa
z|BV;{^|^92wPfI%Q$Z`420n7ViGMW%e|pe#aD)9$M|!7hxVEpf;)cB|SwDa6ylJse
z`UVEa-Uzvb58-H^H1$mKc$o(3eoI)~{#Da{)tYkf55HjRWn1c)04O8xa8L~|2oEW%
z=hgew%=h7-I={}(+ZRyKkwx6^E4R7Abt0{9<gBm=*lWlZhB2qKexkm1${F=0zo%j4
zGOtgLHHgOuaGy|$8Qx70z@6L)IX<jZ4n4mWB5Pb;)R2}JhLas!$2TwD4Yq41^iCeJ
z`~H~%0A$GnH;)g^jn#jmUXML251g&L$6#lq3-SUL4D{a$Mh$^S_du;;t&=PRtbnDA
z$$Y@ZX97RHAI@A?B)xlrOQbPY-yBlY&yP33=mXx*Dgc-)l=9L@6^66dF6OMk%W!j@
zh-ZSnwIpP=H10vt)74mePA7X!xxj26IUgcWrOX%|Z;z`#4)NyKI(I$(%6;>WCKNTi
z;1oD(m4&x(&`RyxKUlnBJT-HDMkNX1>88N40<uQROlB<y3h9c@^3fyn?68D9Yjnxg
zn;SmikyoII4PDqxP22_6d|#<O#;d#XWiQ$M@lrl8IM2{~shzSb*(j~FDF^&aB5Fe)
zCea1^I`g0fzheO}rOnMY=(l!yl{nvlj=b_0qm*{n)L2)i5ij7+aBE?B^c|+$HIauV
z7<t?il-@a3^cHp35?IYRzqF*__W+7ga7KYldBr&y#JTn~ujvRs(1W+Ic%PE*H>&g|
zB7P|zGwTRUgeTxLZ5OY|yE&)rp_SbS0){Y9<TtiZkfEc~Mh79a_2yRD@sUl**4B-0
zohnvEJ6YURbDiW2XAjA}LMq<J&E@&13@QDPcbu%=3kjHmbNcN#NMUPAFfQ%%AyYG1
zl&0d?{KoI^$}HLDEh=caqm;$YQPUnBY_Rf&l<%{$VR*71oF5ab$F(CzqvaFS4Qs+c
zub18W4Oj+U`Fch2CfLhy785BF&`Dz+_Pk0>H=aW2wJe)sjO3YBN~4AMO7U{PMSW;2
zq}TGm>-=?xviaX;nvF{nJLI0f7*oq^{C+MXwu$U1bEmoNPU`l59dU@9k6UZW4AL@t
z2X}-q$f_r55rEq7hRk=p0oghCKJUfGABJv0nmAod5mQ4e47^ekFw!}(qQs!V9_d*D
z8aQU<O9Aa>*qYP{@Te!0G%e9*QE((by+Ytue+El)Go$Iku!*voo|wo#cu9q<O6Y9a
z(nv=}m^=8a^%YS~X!s@91fUMcJq9#{5U{bQ#)Gs%(=^Y$98%L;VqpP<gE~jWl`O;2
zj&1=TIiuq3LlY~G+3dJ@vwZPTvjQrv*@+BIl7m`J_~kf`-#_AaP84C1rs>qoWIMPG
z^$PJ~vOa^3M)2(2Y{}^gTqI3m*XRG8KqT9#HTH|M*s`0j5@`XFKy?o;&d)>+0arcB
zz<x72+9c$+Jgb_i*!#yLQGHrv5akp9N2-yPYcNSfMT^U(C~SV(=^f`TMCWL+g1x+3
z$SMuv0)$R+(S{Kly(sPI&3hsjr!+YekSH5NIsVtxcl6)e$x%^Ei!xdB!Z2f!QQ@^q
zeRIMc6sRdc0VmZXX4@r13CBB3ql53%;Ca0WB;3dUD|NVHP<e(_GdCDICritMYCLtL
z#@engH#RZEdo{JcpNKHwXlFE~#Eo?;DpEjqUy)G;zTXb03cT9MJ#Eup$6#cNw#B{Q
ztKs<Ha4cKUZ+IFBcuk202Uy~decG&8(i-z9GfAj_lQ3(BYT?$vu_y-3XuJO@zk(V3
z)GlG!kF>e4+Z11&ez0XhPp0ohyg<WxuFv(uG>!XeZ!F7wluRyp)TDLjF~%LO!5Ks?
zy=oeE<1Cjno~z}8=pxsoWH{M*j5=pa!F87ZBd^nMCvo@i1Y+B>#6NlSxHo0i5+cjP
z%4NxtLKt2+T`ZF)Ysb*cR}-B2O7%FG(T4ABk)$u&AahbczoXJbv|<r$eQ3GaZ6whr
zqlfT+<qtS8!~^97@(FTTKYP0xW7|%wCQmtBy+tI3$Kz1J7YzY>x;cFr9aFhVkmW=y
zzxc21$nqFn%(!4^dD~NTSILrbt`1RME~QS_O65DjNCFKUOrw$vS@({Q?p)U!>yyx8
zA6{s*dI&t<k8sVnn!SimJpQ>-%!Llv2saDDDgy>pN@d6vj}CPV=eRz)`VkgDryjFq
zY~8z(OXxG|Tq0AXQH&7?)gw$UQUqqfzt;L<I(G&~B|{SmNPVkSp9IUr4~hhEqC-fn
zfvJRq*~nW(a36uv!L1CSAOYC&?awC~D7-BxMOAdgZ_kpEs)^Z<?%py&&Rs*PuZPyn
zXJBH+O)(&yokt3?>|i}Q>`-UXH`VyX?v};6WHuVZ>#cT}Vae#wx$6QX@s&8n5Or$x
zVj`q}-W`qneK2ZTZs9r;IS`~{y9|+1q<=X{p&sA~OL3y;^~jeDS^ZJ2&Mk`vcekYf
z%FzHd3k4>xpA!^7+bnBkfR%<-%(YV}RvC=BlyXQ&GwycSha9oh?~u>Dn=lt~g!9cT
zihRlY*B<?#hXKVe5m>`fQAapc7-ikmk05IorA_aObH?(tvnjLsZ5D>+l8vYt7T3mt
zDZ{E%)Z_SxtoHBdFL3Rt&EukBpl#|SrbMy43+FP4WYoq!`{U61g92=F2Hvv2o{7vE
zalMYb!?(}~)PSW*DLbru`km@kd+OF%M5WaT*@x==siZ-*mHnDx`Ajhz7OyKah0-Sh
zOv|ZxGp;b)Txd;^>`ur&-<W%WJ;}VY<YPB~8&(b{gBX-Zu)TLpkpEG#`LffOr&X3(
zHA(#C01BgRlW#qEw7y~9=q`I8-W42rx$QsKU*EkIQW0-*J;voM(>Js71qHKob5&Y>
zli{m3`PUuhQvtyrfY1P&*tglCYB=Addm-4Dkz&8gk@YqT%P-jlihXuz*)d!Sl321V
zG!&7`vo9xFF!p5&0sTB}d&FMze%=f@DrS5Y7S_Y_NTP&4I|BaoB>PelA&6G}!>zEh
z@1kU2RE0#wo-hXQm1ZDeai`}a(dD)JEB@rF{c(Oqx}P6^A=Si!XLL=Dz;fD<)GvXE
za4|q-a*cDivtiy!XcfjMwS{<wCB=9MMYQRisr)|h+o&fngG3<DtS9WKk^usbx7RK$
zd?NQ2xD}CH&^RfC7s4edqQH+}C)yj1FFgUrqyh(ASf+(AtP>JywJi>AA>pwywA%&X
zxCJQS9_a^{d!a^f00~dipf9uE0S|Sw9}>*$RGp)3s2__>Wst)VPzp?TXBmTQF0D9{
z!BC{#w%wk}Q*mnv6koB+AS37648x`P;T$qsGU^>Nh8tOpBsFw&R~(5H&?je-N*3y`
z^KN*DF#<Ur-5>D<FOH*bf{grLAE(w}RaEEj;we<bmbgTt5r4mZM{uE_wQ!r=u?#}h
zK7=#^Q2^S!OE@8y>lMv#*C!N{UIDjY8*io*d{u6I!_K<on9k7%?EtFt!eCIn)4Pm;
zv3&Qc32|t)D{Uc@PG7GI<No!b=8N-u`F2z`Nm|_yewa(%oFgXDJVPvvQ_Xzg>tvs;
zpwZ2InQ{3jq_AW|;?;IjN`@{*qLpgBDw+2~ruS-8Z|gx08qwMiQr@i04}Uf3c}u3?
zYb_`0Iqd<d{2AxN@%(XnLTzMI<xHM5j&KX>>C_=x|0Ec#oN@CxAB}2$bU9yAS{~9~
zjr!(P)}Dmk;ao)EcQ!&XsJ<v4>ms`7p5rWu!SUOeD@>{>-I0?Wo-soHt1yZ95xe0u
zyg6>KCmgc~!mWX_<LUkn4h&<OLzrYDm%cdfo`EI^^|A$w5G_qYZa_4V`DpKENx@K*
zcI5Id=K5AAzwm|ae8Nz8MarSm)|w8{q0T0X;t`?p8Ne(k1UG4*l_?S}cVFnUdSWLh
zTl^o2iot;{vB~pd6@Fh1Y0DLrZ>Rx%GCt24HGqA&VeDLg#;b&WZTBpqtv|n>Tl-{d
zDRWMi)pJ9i5slvt&DmpZ;I1>WNskP6`hqeW`2POpGg{S;sPETzO}FcY?ZOxT**k0t
zO;M&FtFz(K;EYPGu;?+e<_iIJ;aUoIOw@%6l|LsQU>n#qrhh&4Z{TJ#u+jV3Y{Yw`
zhTO1NYh;@$tTf_)SZx;rYS%_I!dYJ3v<3i`F3aMGjl;I}wR`&_$uL1^y%pz9keCLJ
z`tMc_OaSWpbv3D>|7?8kARb0_J{U+eFx((!@nSQCbgH0bZ#Lgg$Pgaz5kFc)w`2s-
z!C_fQ<;<c*x6a6fh9+(cz=4oZci&KtOIO?)q#kP_+#KeUo%Z=zUpn+R?$__xzFriH
zsr?tBk%fImPf4pKKSHS{9Ty4rB|;aFy3J!1Oe08|xN0=7>=uTi-_RCJX?7$TNpSgm
zL&a9+Usx}cF#67~zud;$u;4H}6=au67h=*O2SqJO_>;>U3}-j2?@KAd0jKnHAsuiC
ztFpde%bfc5CXGUR?}E)#xrLE3EOrmci9*?r9eD?_#EmoVLgrK3nEkOB{2G^Pa@Y54
z+-si80rkWlQ~$;*JjSo$PTbKnm(<gV5<M4#7zd1$OA!BGGqJe}5mzR5v5l4_)WsB)
zYo;G`^M>a^&rTN;l(px$ZRb|Y<xLLsE3t$`tjYdqns!A(5+Y1yv3&DdF`a8$i1^(*
z!K}e|o<_Y!$2yuUD-pOVmgD)O=FIePNL&X+;(=o#u1yw|tYc0CUT{n8ZO@ixxf$HR
z&1Y(lqf%6}PdS3&O_F&u>>Mu#)*t?7N4yv3!1VKxQ{sQdSN4i1zgg&rfIFl>Bm$jd
zEusGz=Lf$}?dsB?3(#_?wCWpe3(P5C6<vI0ryXp4UKT}5hanN^W;RNZ`7eR>$KNpM
zw?Sr`#Ir=S2Syh~Ob?{W^q*5|Dw+ZNX6_^)R9Ppt?g{jGn?^Xb`62~|>MpgBk>n&L
z{z1QMvg=(dmL94kHoS}7<OK#HanDItL(-e*Xzw>>kDw!)m<l%Pj;TiVq8lY`59^+=
zJ^((dVN36wD@OiUjEu9tYiJ4!gbKfn&*SD=g08&6{klekMmBt<$D)_Lgu>%~r8L?N
z2}}jP3ciz_+ZPE<I0gQuJle673&Eh@i;)KxK_eMvXs8hqVM-R*_%Y*7D_ac4<+tNi
z*d=Yb>_Y8e@zR9X?wOk4>)$gVeb?X$!t;#2JEOg8v?CEXqGQg)Cd;H{`HKO3a_+Js
z-ta1AC?eP?N$JnDw%H@0Lm{~PxzPeu?{=r0(2Qc`ckQ~9ChV>i$0jS_FR)JREbiq*
z-5Yyt+xJNY+re|r6pjy>>!eWlB6+{&VBD-e?QQd1g5&9|Y#q4Kfn>rzZRUf23f>%F
zDHZYi0Q{BQ8Vk8>Q7^389jk^VExKnpi1&V8w*`?6&s*#J0+KimEApG>vRolQZtN$Q
z!D+1#G*0%Snq9{~4#<!EwOooYrY)ZCT5Mt1=SFUhrh|$(&A6Ny<-Lg%(WJ@8oYHie
z^7Xej+Vmy~gCZPSB{{Rg3GUbAZ00ig->#djXH&$s7x&q$#&WcrIG*K`G_J%j$-(3y
z5nZ2#bY-Zjly(gZsAr0%_E@!tsO@YxJ}&-QS{<oh^X0uOWqJKUBu9kHQb$;W8U`w;
zQ8FqHf2%Ev^(S92fnl^T)m1r~hBA#x3Ri7AeIlw`6pNg2ryfM!W30C&g;VBp-z&IK
z;rnsbmK+>-MAFlq^11yOXj;G7Eqo7FW<80}4ft^KyD1CRt{&2|!gFqaK*m>)wz}G_
zgy+9R5b=B+od2kufjw8YlEdVN8o00vk6O4fT^Jb>PD4(9!nS$>KvaR7-*g!~AR*`U
zLr1w}svCz3KY-BY44<1`C*3oC`YaKDDu>3li<1yK_VurDix%_H_X)1GFidX|l>yU@
zF8R;so;tW*0)(X+Nmv`(i~b42SVwet4z+6`jSd1IG|e>hJ<KGVBUvju1X}!#!a&*&
zwgzTN#M?slZsxt?&G>G+N-eq%%zwsuddrY(u8rwrX)2hgzp|f*c8MlS=(wu=Yh#DP
zP-Bxk<scwj^vVy6<JR~khi5K$9ZRLyPO*F~x?bn!=Gn#1lOZ3<AOCd}MKR5!7ceUu
zJ_*ka<_*$FLj#rXg~D&->PB%6#5cYvhZY*3tTLpKp>pevzUNEhFe*q1%ar3#6efaj
zhZvG@L~tGD)~=_+8q~4KeJRDWsfcOJtfi56JcAhDQ44!tj&dpyLXlClu9j$&O^Sv6
zYY|)JaCNw^e_W-H+pYYKMVGic&tO#hbvqRb>T2?lp;k)~&Yq>aKvuJ_6_9|aHS(^8
zy&I!Rwbu}<eF2TZavkXegGv$FK5-RZTKr~cEMnz8%8_iF#Bfbw$Qiao&WFSX=@>QK
zkN_`K*^HSJ7b%QGpH}M=wn83H97?GLj7m0B)sHYPxq87QU$X5%$CaA~z2dJ8qI$bT
z?uBtzLi@PuN0SIo%PM;D8yF5Xr(mOylOx&l36FQo7NqS3u`Zb*Ps;;j!h^KOqAwQO
zCvw9>6}|awfK$I^-b6VA>zr>b8f`2I=VMh(0w|X&j3yg1fYBp?29@=u&JITz$@|}|
zwgv&dHOX{!*}?mLXs|=A9eGDF61qP))p~Z*c<x77ntd%}-&CnivS<zaY1djYx>+*?
z$<G@FrRnkZmuu_S@$nRSfkqMAJ^|`_aq|v}4Wrpj>x}-U0NOjRlb)fP)WoPuaKJ1O
zmbq(eQnO*HFAeT^^Tgl0Z@u;~BDlK-B8FfXuV$5PRHJEXd=p%M`I!4Y^G0nuhn$dX
zzC27QV<q4Yzhl~*z~D!Uy-NY<A1~fItV4$?+ipot2`xT~euCe1PbX2XL}tLW^*QrH
z)`57`I0awoY;5d8Bvcq~qH}jbNxrK)lZdmQ5H@!QC~jqxM$iDlDSTd9<liynxLpP6
zJ(7AbGR_{^hB560smjJ~<p<?%3~Tz~bC)#+k4>_k&;tfi`B_?Px-d|dbx}c4CBr@&
z%B&cd*4+9|1Df;{;uF8?=M6U;i9=-frkdaRnEsWvSO-Ij^NG-?2z+b$VtC}`jxrlk
zyd~h#<7LGaL+A`=C9?nB7^J-`0DGZdF8w%3%9XP9ayg!C&7hu->br#0Z$}JCrIY!p
zZ$*sfyj!_y|K<E3tdLDdF7(ISbHu4V77d~Ddq*WUY-N+Of%x}+b>ckAIqj)htzv*a
zAxp_8kIXWsczoAV^d!pa)0`fL;zk=3LgB%&2(w`P>NWZ}Z9bkopcb3{?PE-w*_2Jq
z_im11sP+X4dyz7=9&7YQZS^3Fj;vh)X+7>`a1A%eYXXdLPW~qjZMgEYbP>DhgjG$5
zOk9$R)p&xVi*=Q%VcL(kc(MtOgSt?T%NhJVa~#$<VsTOtnE4IIZiD~Zdn<}5lZGgP
zsb01M`Ax?nN`7VmXV}i!IW)Ut@6_zS$N@n89L~(yP*8aDrZZfFgI$!hmVXo*A#h-M
zOm6WrY>*iU>v}&PXEZwRg9vTE07QzRnWCtU%qZ)tprBpP+R{wrJN<DQrHxy_X~#d`
ziaihRi+Q2ghV_(4)VOcUvZJJ2K|+kdVj`v#CQr+9^8Vopt7*5|dwEbBF&(ED-bn=g
zod?P{BRwINc@BIVR<d%C-5km?0WUO+OHxt@$u`2oou~erX`*b@I0~QcA_78*>C(=4
zP|YJ39^*Qm;W-sVEw7J=l-vM)VgH@dd{C|wcb{kDo_UXvjaEd06>VeEJEel*Sd|_$
z4m~h}!5aY+K#>U8@XJ=*qRAkKGEGYL4VS|67F#ak^W-uof!soFcAVt5=$Yfi5DZd0
zZ55S$e^qVx%xlIOnl<VTX&c(Yg40aCs8Qr9#bpYW+u&H5N!^o=AP-frp~VH(NpS}o
zD;mO>wZx#WJ?ggtoBk_H_Zwpb5m-G_U(AO;YB${jiNg&SgJJ^QUJrpO#!pyT0q~Rs
zwTipHvq><uoc3l@x)m?)ukc24#mxwxO{FcS^(FJi=*Bb|$$Ynsm9EvN48O*(()=-~
zONBe;K4R4tDn19fQr`a;4iE#82XI0%g5TtO*B~hC38kI9^&E|l&Tann+az|ugefeb
z*G{pNBiu2ru!qqjY&zFYdXOQ7F0P?%eNg(xYCX0rY<_A+CO-OY%BLNLVxBmeUh1na
z^k1ddeH>NHqV`YaGH>3-#J7r;O{ye&mo_-u$99emd_q6ZZT5S_qOoS9n$VW1efXrs
zmOqurA3ME$YX4^~QDuf3-&NJ*>+%n)1i^J6|5B&X(ZpUk8}9#(AUt^gbmW&OP3U+m
z&YY;MDk}0d9yEfkXRR4c|JL^HGj4<ZI>`)XvwbCF|6DDq;5dULi`V_369dw13)guk
zIbaksD8~y{-N#(Ux6(*xA)<WL`Q)-G^=n1MU@RC|SJ*UG5C5U})}S-+X_H70`QH?k
zlLfY#;!d?5&K3Keq)1HM_VLX5ptrB(=h=5%jg&ahMl%tADVH;Q7yK1rM}H|M-Z1_K
zDJn!twU|~sUfuBD805*r7@IsD+AK}DY8yVEm|$d;G~9#{&6<e@xarWzI);SVn)Y|>
zk{;xL{KrFQ(G`WO7QuqM6)zeFdk6Erxa~p=N$b#vT;2n&SyG1oaqG8qWT}tf`XoHB
zflYp*?OS&yH`G0wg==-mQYi0S`&3zN-61JK*0da+>+qq^^TS=!v6uw^2eW3ap)fIl
zh-i<kfvld>5pzs(fo87+r~XJt<=Rg{zf0t2lSb<isjPgu47g2`E4;DYZ;AA!NzfzN
zvmN&sPKmlJ6kAK3%bKj7-Q!%g_w&km)ln4BAHbzaQsIj#54C1dxlBo;C^SlXk%*K&
z2Q&Gszj^(8a?$sulZ8`O`I?Y-roL6jEAiSaj;Q@HDj!*x>>-}}Qr1e974VrX!Z@gM
zP7x|vM_ZucnUSh`8dGEa7H>K~rqcUu{^+h!HXD>?hI+a{&Y<<e3!}_8p^6<{GoLN?
z?MI(7c7Zge^Q;h%;L9B;KRurLB~zxF*_&R(EXFlbquyp`OSxQ4BOXO*N~LcNN+AC+
ztx-yo8RHG>@Ir*kzXK7YMuymaHD3cZvX|-=u=k}?{Na#Ii}&jkN%V{mEDkO$ICQ{e
zU1XCb*XA7hqy4s_&hteIbqr8fL0a52mpz)%b^X_exxaZCy#FSrab?)&<u;$-mStQe
zkk*2NQ}CY-6u=D_;p~8v`-Y5gjC{-Z<}*QE;PNkJoc&(lD0e_n8QP*UG82_;*4iS|
z(@VFu*%h@K;&SegRpQgL44&m?$%%+bO;E#Y-QcfiNqMYEw*wQXX;-^%*It<#8ku`z
zLqLZ4Ys00V?dHOjSX7<-4Rx$}E2=f*MW)eo@DVGjOL_+LFrBg;m(!ZgZ;vPk+S3~f
z7+93Y(7vz;c?}1m(bx4iQB^kH!i^$R4no#wpt=-rjq}NKXn#Gv7yM<_NW@s*frW>O
z5=0B<pE)eaRoF2SmIc0lEYB}Kz6g1c{&x}|IP~the^_==h&;hDvC@G>$r14`wOVv|
z5Y9>|2g;Lk65j=UZ~;u_#Kk8)47+a?lpUOVp4kb(2o8RE<R>KDJMZKBNbIB-;TFH_
zmB<1r3<ULHy_%U=zza%9p7kAjueminZe=|~cJt;G+HDdY<Z0}exZ*}NuiJbyR+j{|
z-lu5{>DaV)1mUR>6+4N+L9pB3!`9qH8uS|h?Qc}yMCgp3#SIPF49mxiVKa2=`&>V<
z*1oO+b5SKDf1=#fwi3b+L6FmcQYxfwL&b91Ou?uomEJ+XS;E7SOEBG0TQ){bE=R(R
z;=_>gK8u!QTD5?iR%pYVTGvDg(-^;)0D^&$2+Ur)d-wW_ym7`%?i8N2L~I<(gjGUR
zDNhP0cW|rRGeNYknp*3bVaX*wwq{Efgw-l_l~oU~b%$~fQ6AJ`76y^U{G+6taM_1q
zr4&<!uZME}-4fl%I^6559&BVy9S8LdJxw|{r0(>+JL6Q^-DMcJ5p%|yG>a<>+0B{-
z{8?Jr90?<uUHToRQm$yZ@WND<6w!n}<Hb3-^^$uXIqi|$wQq#j`0D&s&(ZjoQ<46!
zJr2F7f=@!qt2{KanC5dC<8ZaqN1Xa0w^h_^DWzX6@5zd0<zkD**xqv~nC5}Es-%ny
zN6B>^c!KG%9A|yGuj{NDJuR+03W3Vf%_pz;FPQlKeH;j_2GgpV52%Qn$7&LqogO4V
zIX8?Gq@Cv}q)On=&>R*#?i$=cgj%$tXnJftiS&#%KqpCR@Zx3fM3ci*o^m*62V@J%
z?yr{8wL!-FQ1=h!<$ZkGF*epuS42dg<99E<yvFlEsiI>m3Ec82p7?LRnJ9%73R9Z~
zne18S0Sf1UVxx#H3(#II9&5MZ5#0g6%gZ_HpvofWQ!@$(X-`Rz>OK83QOs&w$4_Ud
zO~fsW#hT(U#hlmX0R46N&%0x~64~Nh8m<VAYbEb?DjVtxdz^!u_5Ee}#8<`T)KKx3
zM?rvjn%rm&_)xoPo+9?!j=%yTpR7{)=q9Y~!rroDwdg;7<%CBi$^~>Q(&m5QvP4ie
zw<rCpeNIAR{Uclyvzj;2FRJS$MZy6mkv>n4L_9=!=o=mD=0CbAL9>hRYo<jN)se-e
z>EFCdv%acPs$`=l=4-I+x#t2z6mF&f)0$s*eQwZFOvdu5=dr@Whur0GW4~J6q<w{k
z=9jv%NhY}IM(KeDvGM-g<KaSSUM*@QKVRPdc*DchSiF*!HgtG*{FAM(&N)!n%g6*5
zKVd5saz(eqohp<+2xt~lR%!a76k6>n8)gm(7w0N1w23xOI0rR;F6W7~ls2g&e{jfV
z&iFya$<gmV`DH`Wtm576qI8gsSpx?a7%Gi2OlGhlb@cn1g~L*IH(($C07juy$_5>6
zVhzzb<1s-zMPs>DH3Y7~;$;0<$~8?hvT2pB9l+93Dr9q^1sD2}S*}`PlzIlE=T)2Q
zKMKs?vIYa++;zd>gCDLr{*ze*?#pdHQR7kOz%`DQZO?)O>(~u6;_+x^k3ChQ{N@u0
zR*NuT(ORN?fz|AsA6t23Qx)GTyLwS?p`HSsC~_Or7x=M^iEgfv*25gDi9y{WopkUi
z;%@J?|0dYWdqzIY?%`0}B_gyvU62MrZ7pM&_tz%BXvBDqr$dJUGO}eXw~0V7#f;Q+
zamzSIs|7x5(x~Zi;n8$PCraxV47_r~`awPpOS#R8b8D33kvxD>NyClJr6H(ywZ@-(
z5$#8A_kC)Ay|dB1`Y-PRsA3-49Yh5Uek@6bzGy&P_cvDoGbaM6a})QbZ8Y?{k5<)m
zG|~)zPnG?{J-%3+tHa+|Z4Sj1GcKD^6<PF%)uUsdzX7x;XU?|yWUp+zb$%V{`aYtY
zK{oI2t+)RCpq<>+OstRodE^Ac_5nL>t}>^|i=2^Vfgy&RWj8j7c(Cm9IB2|9m5QpU
zx+s}yDJAg*iJIw`#FRWk%c$^NDO_r)6>zW{`j;vMt6`O=7D%799CWf}$-1CT!fY73
zyDDO59O24_gk?|kE#K{{wtYbtxLxCb7dg(|d1h)tC7hgQ?^7OJFCbl!WVoiW>N<B^
zrSVV(?v=8#Z}eFFc(Bf<A_W97QcN+c{gDTacm@1Eoos#=9*zg${r${e^OUfBr+ip|
znkf0NZyEe#V)}gxbqJjKmRB_-OcUe%gLwpuyRtwoM77uB*@qlJC*<s=M?%sdJ%nwL
zl@XY-33pY)Vqbe`TB`I(yy?T9Ri05vO1Qu3yElZ*_B9qlCbHkj=sdY@Hm#Q+9)qiB
zf%gCFm(a<3f~WPBAxUA(HtQ!CkMmBX-NB@l3;_pJk_b3nKaaUJ<Gajc8<hsz&>wFl
z1;+_^yV9#<XrA#KlGf>=xXp(UIDNza-ZRSDBn%7suNM2f&Lx1Oa&0VBo8^Z<>p~9I
zSdNGd5B5=fMYp>^;i5DZtMb;*431|MOY2`3zb6$lvdfCttj6=e9*9da*vgxRZ2!Qx
z%C8VU*}J~c9T7)1>`Glbxa*?Wv-C@f=;D0E-#qB`_vlnQtkFPI72Rmc@<W<pvVbE=
zDR;1^EFBX3!WTL#lO^qi6^*o-qiMr}hP1Y$pw<(0_-Rhu>#pzh<xZYqfpNXKOrH_^
zo@xnnESKGD=?Ke<ZuTV6#Z^W~y5;%dq#w(tn1$6Qb(B?au8=M{HsmI$c|nosq)%?R
zYSqKwo>t*eF135anl2qNres@>f%1=(R4c;Muf>kERNP2u<FTdSaiC<3YQ864mT|_P
zIDdmm|8QkGk@X;OO@mIY<{n%%b2?clkc69iYp(2*L0C%N!{F(!Ry%lQC2N#2#ulpH
zD&2bVs6x{sdYpVqmYLP(j5$~RMC4Jb&p(E+mCtC4`huQ;`2R-<*Ha#7!jk6^-67Mg
zY(CR2SEV9(kC+W{kK0GZPD+P5D{}tUpNR#Y_@%}66=lT4H@(u19vMDf@@RY75!p6x
z41~kCc2VrFhh#6R@Cv9OVX*ng!SVgwu0UzyJUfbx{P6#*k=U-`E^P~akSBpmtEKmJ
z7U7ewc+-U!X||3?4{g~QMg<n@QaY>yYRSa#6lDVL{RAk&QdpP~N~J+C{MDj=wJzn4
z)n<4kEy1kbaX^I;>S!xP2*0swKRQz>d_m(-wGZ@I(I#QK3X1SXqY%GeE|--oWx@`s
zpM!WB%?oqCWl;`sn0~WV2x=3D>udT@Pz;7Vb2l9KYkEGp2)rKMhk-24=cGa!cu1yZ
zC3}}lK91Gt78Fzb&P)zT7RiC3cXk$GqCc}ZPft}=n~UhvB3V^mH!R+M`yK0_(XU6%
zC#+AKGXF<DsOFg}EV6;-S>F%;1JKL22UJYY@bJ+N@&=~(&@vNaGXaF<Y!;zQ98QhO
z=7frDM^{A*d$G4e^=aHg-$=!K+9?`950zb>BpfpCAcHK8aHT8nb!jHL=m%3xSk27V
z1du~cfQxjvnMY&D@dU12isMKA&`}uoN%6S289fIMLtG347F?4fnP5chhf21<hN?B$
zG!i#jPgcW*xcy-cK~|n8x`jCW4oV{YFWyjxUI0wgcZMlh6iaP{x*;Sz;`Sn<BP3qp
z(kHVP=<%lUZCfaP8QPkOT{z7F*UsY0H5Dn?RV0SbT1l#>_Nn=E1LSy|E0<t}mSi;a
zC#=};tTxDKQy11yM;xg!^MMQ)nrQ-WC4ncW781*4&K8CncdJ>yp(|DKc|$a9$as-G
z?{o7Rau;@sRCAvS4S1k$NGgZkFJUC^G`f%}=@>yiUBkHr5IDH?6AF?xg(ukeI7Uxr
zY+J38S`2Dqlz9d-gj2@^E1X=^L-nsH)}8c>RwnDIb)Ql0X(>Omzq*hBdxyQrZVLcq
zPZub4q=_x?e|18qN`I*I6QiveG^!zb=^m^egJGsn#ua^Ka{9UHFEU6hgGPqTd({d&
z=9l)%1U<)h)s8LpCnmb2##7K0tNU0nn9)5g95;4Q;{_!x2x)%Dglh}8yVlB}&sz=i
zHRY!M|J3H-!tpB@O3bEf)aUA?p$oYfP_h(20_Iv&)`;#Ht_9VrGoTTV0t9&XT=7rs
z`je-4Q9~JGiY}Mh6e@Zyu<DHX$#SE#w>3c<VVaUAzx=N3oja_e(n%1r*Q}tl0b;OP
z=Mar?1rS3oCsthZA-#ZsEnHyYmv|!+rNC%CEQ$y2J@Y(CqtV$cB^qI>;}I=8A${6+
z(%Fcq);wnpD<bZHf|#ixzu3G*RaoIs^&+c8e%EN*l&A;P4tjPy3-$={V)G&qYp56*
z)e#ca>&CbR{E!QRWs9owf6*;<N!;6BH`f;LhrhJ{HFFj&%g<TCBqc6O{Z=&1yJj|T
zW9N^2)U83y9L0uVvm&BbWu<vfR{<`0;I~v89zakU&!?a=7Xb0V(7}hyPr6x2K1Nne
zY*9z2dHQ!9X?NGP{5ssT%mMhd@Hhu{t2jgQb75U_6sK%JK*f<&9vxoi$wJW-SfUyV
z^JRQbsC(_QXIauMMEenM*ztn39M$4gF+R!BzfK&WjaC5KsAmOlZUOgrY@G@3fG(~v
z@vls4EJ~6q+);&AC-G7onH9r!R4|1Y-0+tQ)xXN}n4U86QRcq~-Y^o>i8Y<ApJ#jD
zZzuSt5V--f(m5c#^J=-aVAlb+b%Cktg%>XnRH)>MJqO=MaFyigc)iICby~2fO@#x(
zEvd$0T+?n784ZQ(@@mY7wXYeN!ze1`Ot8E_-v4b8SH++<4y$Yy<MASJJz1RQV^**d
z--No_*g?&66wFX`D0(9qR-4#OD1x(vT(n-f7Hc%5)&fQ&Pp)dfVi2|(4`Np<lFOy<
zFdc9SvI1`4=Pd2oY{J7CGZ53MEO5W%YB!oOO1y(}#Oy%ze_g0$MDY`7TEf;!)Zx=E
zdAMmQJ~KV40#g_<6uZ+&KO1t+4@zk3?mQa!H*|#~D0Ufq(XYcqzHdkE2m6H;N!EIX
z4eGE*6FjgE>b!6mT<TMr>@TU5c_g?Duf~HLM{?~TZvzXMlnc)o1giCjUC!~08NBc^
zlFFmn9|&fxM!s47WYm8NwnFZ=HG8lxr?}@lw)^j+1gOv!m+F+Gd;)&9&`-YQrEVic
z-Nh;y4OLV|>|S-`m#XwSvj@D!b20+vIoe(x@Tl*P!v=Dt=L)E}M<0e#rqz50A^<=X
zegR^6)IYDyE;)$X{d|j#rz`bapIP{&)_TF)c_i2tJ{=4zpyB-$X~o$005m^lfb<kW
zI}BOr$TRBp%@x~}gWDeIyq6#@4KvW7p>H|i5L~mB$Q}ZHn}j}X^2r#j=%R0GxT>NE
z<kLZu-r_p;&wztu_`%_x#TvPX`Z95zhs6b8e(&unfN0T$uJ|c_0nY9l<Tx&iXp52r
zQIq{PY!Mj1{QubMG%3>m*`|g<W0jTLTeruF{;UMto!`01-y02bYocbAq=8$A_pa1>
z8YBCUiZm>MNOT3<#LH0awtH5_4{%e_L3Yz>1QPnZQV&ZmY?HaZpVKKs&a{g0!!up$
zFc`MBs|fhRKh?}kkr_znQ+^DLYcq$BM6A`=Fw~Mz!MX}WTKhbh@b=xi!GQrFGernd
z8fPSX%wzg6(x?Us`q?~JUR9j$-}F`8HJJBLDo)?1H1;5;+HVyjln;wYcVt4r&t*k9
zxHJ=H`QW_1w<tl2e-16cHl{2@X)kAuvN7r8F;wfNeb{)8=>xXYC8Tl&aHR*zxq%59
zzqZRfBPZEU6^r-+VXCnMYN_IFU1T(>d4F<v<q>D*b69n?*ur|9Zrk11vlC<uTVo09
z4_W?Q7+2CEL!B^C{;-my?sFR%8;rI^`eK6<KIIYDLVA_Ve5^QN)GyWtj@4Wt<>y>#
z{aMm8?qPg8z3Qf<7R!$TF}rFhFWh&F0Mc-SwX!%h$ga`3E1%eJBohLv3v1YDy@4K8
zbmMMdwaVr{V1Te&<!)FiKl_Fcc$CLBZOIz$ggxP-!zW!9)i`CeZ`f>Lwf$JCNpMJi
z0Q~?CyFHL9&gd-*q6VKp&&W?N_Wc@W?T@N1A#IlQPqNs9?d<ZTkdTY6Q8h?RzUujb
z+aTb*;29^SLfb0ww2={8k5%TK0_YtSTX*=MOxr^@VF@`-Qwi|Vd&q++B=>8X1X=HG
z-5O~1T~S(R?PY+jzz>j#5mUItVG`s}-YQ4U$*7uO>z$a~HQDsdw&2oEk^J<&`3xwd
zbySdCFx9E34>p$@k*;p=|NhBD&#vkkJ{`<>xuPTyDF(Fna#}-hw#yCBS}{aIxwL}f
z0BMHXvAWTKk1nxEbs0ei+BIy)+x<lSuG|WpWj1RHFrToXgYh7nHv(NQZ9*6B3hJTp
zSWAZes$MolHQ%v#mx7w^m13kT?<&~}V?@w?U58H0=umE}oZT*iT^~M9tFI7DzGRnt
zy`%`fjpSDpNz7guM>2ES*7)U&sL?tiaS@_X-KD=+=vsSdFgo-f>KlD|R&?1J@GMRL
z-_1Ha^+y3Z8A}JZBVy_@JMb#`|3vEkL6!wDJ5gC~xWKrV0vhn|oX=ewALM|p&9F#6
zq)LR!DlY5Kln!MYCDuxtZ8NzY0@{s%ksb-TIzd?!D}ZG5%!hMnup8K_1paVE8L}do
zm>LpMW=9~nR?#7N$j!i|L5MLY9%KG9D51`e%o!|;v%duyWJ)_i1a>O!?)CJz6iN8_
zQh{_jNWYJdPfu?zvcPuqF5kg*KQq9tt*=+G(gvX`qU0Qu@3^<%t!&?04@PWubD4QA
zUz^ve=1%qhDi>()ZyV)@y>G0ZGNIoVA6~$)9<DSdia5r>S-xu6^z*$#;shPtO^fbB
zOH}Pp;zCa+ezQnH4k#nErzxa}-;EZXqO+f>KCtCWQY^2gs8FKwoVvK~kAJo5UD_&f
z*IvA~Q%nN`&K-4lV+I*BlmCU+kpFD-dvShzP0EHNhUmEJ^_F7HQC1NMi09CGq(pI-
z|K+_jnWb$DUK>e(YTofEUh3uR?eoVZv``~}ACXP}l-#s!K}mo;5}v8~h8v$4>~^V#
zs`^4j&jcIKDJhlI|Mp+SFIw69unPSVK(|I&HTEAXL+rLe;_f82!dCf#mN||3BYJPM
zR+*ug`jEs&nnLMS63>@IE?Ey~kC<Id{gDlRUJH1yMcqE>W-VaE<4Z;o<5ca9&p!W{
z)9RL-*i+QMSEWZI(pMhgkz5C9c2_H8J>)nlg-7^O@AZCx`PJp8S-Z$n7H3XRsRymE
z+$>F(@lVrs@$(|L5dAxf<0AC)v}?r9YJGCcm*Q#a*5KQbghB;(dC$5;d7q@>PB_sr
zcKqgz%r3KShjt6U;s0TMSq46UFD|c?JfA4|4;IKs3^PLHiLd^fVItrl&w4TzceLV^
zTC8q2rLZO~?2C<-$<8*toLO@AK7pZC1A)=)R6xdbh}dzKfLt&?a-&NeWaPSOtsNOC
z#Q^Ay?!2ziadpO;w&*d8iL#5bQba$>|5>WeSgIGmtA4(olCLoOn}VhZHb=^X6H{tw
ztMf!W80xwt*1mxKnHq?>Ai_D=0v@<@)!~*3_O<VMmiUOnKFqW9J*!ne=Lhs2nomCg
zYGjHQ?w;3M59L&^u%Rs8lJXW_x?%=Q+iPZ}wh+wWWd%KgpOXg)h4|SK;>k4%I<3p<
zAPTU+d*TZX992WBS*m9_WfjRkLt+x7(JeCT6Rb~GW)%Fdsi4=V-B%?|@8FWH!|u9o
z88+rcWROkE^S2Th@sF7;6e1TaXd(&!ud441Yij8hwjf1R0+Axpdldl-C`CiBQbYul
zXy{E2h)73i5`y&Jatxq|AiYV+0Yej{x6nI?^p;SPe1q?MzI*Td*w4<hGqcy8HLJ{;
zRaRCEE<Ym9{E~a~W97QmCfI7VXjW-5c|IIc)oh9qsZERZvN_QYJ8{3`4ED?ES3fQM
zSil-4_**dj6Xta3mS9{}a0EgC5Vl|==xMN`u~yL@x5-0A>r!DY`b1?u_4*KW#x%DY
zPtdXyd2z`<h0WR^&e#8B%;U&(=ZW2$;P|3{51+y)m?UY@0*aF4%+<c$D0LjnZ~UaN
zouN@rmIFR|ZdE)9SGPRlkdVmwBprE|+JtLsS2(JkUR#J;t}wPO!!wyjvXo7kg+4gz
zk+ahsYSClWkO90ab0<g)&PndQ-po%I#cR0ij&y4IS{^Sxr(XFXVvwS`zfGsw<s1A8
zHI*>?EtC*UD>;&XGjvzbRjc-gnz(RGwa1x&GRycUqx6sJRYt~5+s(+A+)z^=@z&=!
z>F)Qvzm>%}NJG8Rc4_$AoF5=fp{Gv5(CbIcb++}L-vki^ub^^zDV8=6;E}{c%0*=!
zC2m0Ej!X`3e$t*~HtP^JD0V;7yJPv?ckzorL0V^Hr*OC1rXGB4TG`cOOPLbKvW*~+
zwF>?kRE=Y)zrQ>_3`iyHMrH6~gLc`dz>`n)AyWm(xl;$7KB;*%MRC<cJ<&)Wzx6LU
z;hCh+BCVhp!mjeH+#Z$=O^HbGUEr_H1ym$aX3@#Oz0Q4X8YLDY;wFnnT73S>U#ae7
z@;NS2q}IGhAvUI_D87NHr(jnn5o+tz<(G;9fZy6+ZdcI^cl+?tQqY!swfaFI67Z%O
zX_Ac*YdvphSB^vgJt4KoO=jG&4eUsVgLZ37MVAtYir$u(kTzjMWA7B6sY`WF4tx6b
zd6ZTlo=Ji!%S#B?r>Imz4rGa5&c}qgrTCyi6Lv%1S`bafCw+LmCiQNO`@$mqj#-3K
zN5^D%x)t=Ar^~W~Fm$?}@vLNtuZYm{xn&1ID=WtP_R~JQua0{MFEuxQyv%yU?%vmJ
zVE8Q&_+xiWe{7X3lq99FNAv{AiH_e><9+B}#!7Eb({W4m)`TwhvPm<Ws9jJ#B0=Dx
zoOy*Nv(RcGbOcM8Pq`R)aQKBgmlMGoccE2P|E%HphZ1aq2?#^Oa8)Ol(s@x{OX%dO
zp^q2s^KsdAVi%Z0|0*9aHhjDuJsWZF;iGq$id$*8l=rKn`+G6_+;-fVq?sze0cGhx
z${1yH0!_K;T<f{_vV2fQpx3DoaU()J*zhsqn;&VKqB&|N(lBk>Z?<X>@noOu4;;ev
z4UV6qZ*UD4?0#>&6aD?2(oFXh`9=<@6~Cho3`D<8DJ{9EK+Z~&M8b#9Ed1|F4qi$;
zt{E_95_*`3F)QOcwJ`WR?oHmOR6#l`Ok@#T@Q?G)MG7z2w!`dpUtvZn7ZlJS-T{zi
z88_u%*Z-Cf@a<@pbLbOjppbokO$8owz;gnXiJ=F1FL5E$%Jt-FUyw}xT?$07;c!Pe
zt9IgOnS-E@j#*uQ*NRVI)CnwS71VEWM()^94rPA5=3c`$R%Fuz$`cwYTF<%jbw=D`
z_0K19*dsUR=hjFJnL7tHvMOJXFr$T&>Mw?D`k^y#hgXMlLX$MFFDa319BBGo4m)xr
z{p0h_73r)Gq;^aturM+^O=er~-IaTAlwIBfNu<N+d#v<TElZoLqS6_M9c6MWU5Az~
z)vTi&UsK=7QF7R<i1(aphRNCQi{m7`Ow8F(!yz=Pp-p%DzLr9SRr4CZ<+{d}5HC9P
zN+^i=eZ)%CRMzVGYUTehbjGwT{Mbbw)m}@N!jc2pDq6oGvA<B=lpB1tH+$OOuXwN@
zuWq7AVhysEEz_Bl;JJB9ljAI<dAFX@WOW!gCr^r&(>-tvvTcwE?XK3NWD7h}?eu1T
zCmM*e8P%cs8NiH94a5cXac^cG3Dw`<HyUeF!g^Y@RRsQ|rub+7d{NLnqg{T}6yp-+
zf~H<}!y6|e22<k*NVX|Vol8#vAoT@6>LeMK4btf`WZ*yUV5pQWrdt~%c*aNaZA)28
zp}&SYh~3Bhx1bcB_pdfS&+afTxWW^)s{>ZQ@>NhAst;nEl)G>TXtccIysIC(j+U1H
zb2X&6=~n|2lf51eOmT6{z`%_LV*gaw?%;;a5y4-@mB6a1;f$O3%;~>&;q#BTDFauR
zt%373$YRJ|@Y7Lxz)~ZHBF%S3Dd7p4G)~Y?JnbwY7Jh!?qutz+k%ce8?|bqT(5byj
zvfjfD5-6t`8*8_AMg%1@6gh4~mtR4Q>k*>q*zn&~RnEBa>J(ylbZ)7){t#w-`c}K5
zg3Pi&fThcgp+N1|ORRoghqZ2FcF9Ggd+=@mRb@5?5)zgd{x^sCT0_2=+J|DG)NTzA
zYFZU)XOz!LA&%ABTG9sZ8?93@&N8k9zG>@Gx-<GhYi{+h5PPWxzyuX0>zcMoM($Y|
zT0q-><XYy5s$<IUP?<Dqf{me}Y19z`HVQw#2I1@aVUran$Lm?1Eal!f_#t&5r*PM~
zu60olzSWElvvjH(>EeVN!U>Gu(%g)^I?_z;OTcHN8f>{xtRp41CT|9!#lCzOjE3rD
zvwu!&k5lWCuvqPi3yqS)mrrjD>Nsq<{qpu)?m-jXGxqVB-4yk}jb!VuV_{9&+)3Bm
z<ERRo={a&@{<c9qF{>HTVSmZzr@4#Xv^Osq$jqhB6x{l&ndyP<#q(SH<M;Z*I(9t+
zyAJ3By+3x#JbgM*BCLIU&>hIdC!w&C(TKqX`nYOnv_h_eAb`NqbTmofEjHlj3orJn
z^Xqm0j>fgS2g~EFeOT=A{)S3d>>351$>~47l0Wl(g=4!sX<GJ(S@i3qYYVs5lVg?{
zU?@?gDGA=VLlQ)=H1L{8Xg-#C+sVA4xwSV5C`Cm=#1`8`{nN~YUFtbcmxiP1$lCi?
zfA~OV{aGV)MnRXL+fR?CMXZqbT{%5}EheryJ90)Xk6Z86KA4<ympE0of8uheYh0ys
z(5~4?Jq0eO=Sz2Tc<0;fYvexMWv~Q4v=}j+I=((XDuwa)w2vO(wi{;ElsD%1)DSW@
zKxskDa?_^n<tIor&5)F1iZ?GRe8dVMSrBd#xSI3LgzM;CnhYUIvH&@}IO>gjkwNy&
zWcJr(?+%YTe6eI_AI8-(E1F!g+|zW8>7XhBUKpW}65NcVph!3hLm7e0pd@SAq~=E*
zPo|G{keay(_<$bS6)+b8I+fW}K3JNc-Lc`JZpgirvU&fg<iev|EVg<N4@l9;7erBm
zjE8-A`~jdo3}!YJ#iSAK-x0M2?;rMs-d^I%a89FTAfB?=F)ts$Y`IOmjeT)#@~dLX
zm8I$5mFM6DPWvyy&!0beTVW>Z7JDQjsf62ifor*N%5Q(NyCdp9ROvfB>^!x9PCC{_
z4nOn^gN_b06jlFbw(R%`974U#cNcMEe0TkpCjUQ9!bvU6f5MLjBR^PDS3U~8%(@oO
zVpI!aCN)^mYpP_k(ZTdUo295C2Yb2b4=>oo&NKEQ%q8C7y2`g#ctkDz7noezGc6yg
zKK{ZHI-3u9B;jedC!;J8sk7zbz%T67DmAy-GO;DDogq)i9I(6MFa|cG@q-=yIn8Bh
zMglr4a@wdSHTqSv2HZuHX8X@mU_bhyS}Z}3J|n>L*%%1kugm(_vSWl^!;^kiKYd1j
z*K7H~1?QS~*lubNi9Fd3uNb)cYQcV};6hTqMuGV{|JuH|cv#sZd6@Q!NS(H7cub`a
zCP78`pQ_l&^{ahs(AgfZdZ~?ogV(?C{X;&C;$<A|cVP}DkcclqhQ<*HJi_jViLpQ|
z%q>^hk?(@KbcRWXpIHqq-Uc<^)BBk4GIes=mb%jK+8(|&85{WVk5Fw4=4Bf$f>WY-
z*`n_(85Su=^#WJJonzu^%gt{QWm*iIf6MeGN6>OdG3@pkn1{bl5|ey2IFOv&Gcoi7
znXTa<*@>wyja0pD5usAQEZ&h@#FM#0<Ei+Pb+RNJnEyDS+A;f%GA?^sFK=17YCvrm
zmE<Hd+V1#T^-Z{l?z%lQby8f24S1-20DY0Co!4t_US_=fLuY|F#6<>N;L;0ATL^lp
zMorJ>j8a&dK&^TFGDz%l(d34$5JF+|17-Wvsf)~7s`noTp8ut9Ykkhk05aRSzJKv@
z=wY#vQV6Ze%`+Dh9CV|z#cwC7_;Vi5ZOq-h@vCZja?L{E(ATQcoiS@vEM%0;IE!7!
z)`QBYUwHaM<#}aeMa1gQ<@`bcWu>5?<-a77el|HD_%(4B+H0boJ6T;+KDODdL3Yes
z1<_4Sx7S~iMinFIeQ4=Ka&wB4gK4^<jOL&U_1V3Ov5|_o%Ln+YNMs(rSV0&u#oRp2
zv&3o)l{~+#1PVoBY8>e0%_Kd_Hx`K{vh#~W#SZ;kmpJb<XWk{)yN=y=(Ubb!H)Q;1
zv@>g>wc2}UonC%j3f`di$X4+!ITfd#TwLNrbMBx*?haMY(6`vIJ;~Lv*CC^6Trx8G
zv=`e2Z{}u|mg)n0=+XH4`=!w8qD!lH)jT||oeoF^<!Fj+b}SVp5P!W!<<ynOer(ad
z<vOb7?Ql0h=@-#wDK@iLUC-pUY0;$DObZ_PSS4nCtyk4xg>ahbKfe#X>&em7$opnI
zL&n_PN6vkotx)o8LQ**+SDKoK^%avul85K2-v?O!`pcb`r+vmwZm*(RyYB`E)jcYe
z74ID?7Z&;!UfOr3(iyL><py>5Ea>Gc1cruL>O<FDYKiN$+|;)ZI@zEzSI@*2xOXH;
z_LYppR-+5HJ5yyd6n*zg{#a9ZQA{#_+JE94y#M`ag_H(1w$dyzncRn4YAnryJqwSH
z4qTOw_93~oVL~ELTIc3TIC`ua-IbG;IwNbVinIfHg4+JH3k<*@&1RMm6MNFGD4j$C
zhKTT{JD0W#fy>42{Z%|ah_Y7?XIfcVQ90DSg}08^1DB(2Ar#YG_|VX!{4ZZ<uo63W
zOC0)zws&^^+`CQxbD9YX{d3Q|y%!P^(nkN&4wtKwyt%)hbY!vkI`{KuWLOwA9%V%p
zzVx>j*AK$tCh=&B5)~WE2z>kIrs3@hLD?G7+B@m!fJ2APB5SVuT3U3#&LrjRJ}KOY
z$D8G|-AqH<l!{2}gD<p0fx{>Z;3k9TLos!OBsMYLEZ``=4e;|=Fn|0SEQ0D$655d*
zCr@m_lQK0H!7NGez0Tk-C%xMg=z*W^iN9nU7%vul^}n6k6lDL`z+RRA?QNZP4!qnQ
zbh7^UP5<p=opt4Z4gCMXlIcEUmcRyLuB2uDebWhepwoZQ`#;y{dn|(1|F>n)mx}Q6
z|DU$=B<8<p{e#;-_+1M67q$OEFt{qPS{uUD|EDcp;S+mt`SRtM_;`MkXK`PW+UnZC
z2e8?WRk}z#sfMVie1~iMJ#Fy2qM@M?5fPEor~5Bt-)DXoVHf)!D02?l%voEv&<j7v
z61aZdfQes;Otd;^xQatlj_r($jKWbUesOWs^z<{2SFds_x>9BBa`vJV6PX<x9K3vd
znAq9H>NOVa)+g(A3=AOJ+S+lOf`>*4)XcCE`^*1;*@=X5aYem-dpb8a7h5Mph5S8S
zr0kLPXGMcGJqN0GBYqDRZqI6}FJ9qc>FG$8vfG%f$2wp8aUAJIotmCr=DlM}-YW_u
zZ69vUwaWYM7Yx9kKYxCig+-f7_{{6quN@RUC{r>$csw#V_$-CksvO|$^6c642PIC)
zli3jF<AX8r*mh@0ioOGA^Ku7gl>DEI34^MNii%xmWo2SHoY;>hhg4Kl>`vd1kwN@S
zyE!m8sKuZqDJhwjo=$^RTRh!xysZOrdgn^9NGILAal_u#mD_JrML<}%%yZ3LixXbs
zo|{9CK$a6P@bU96wC`F$<}4zA(X<k3UM^9i_aU=pe4fHGva)n^bTgYX-<|QLYH6Ct
z?xvO&_4OSMo|dZ2%n6mb+QP!M64Kr<mYhf=dI7@I($>a&`{tt=*b#4<3U(94i01PS
zOkcCJ`QM|Y8i=s8Vkz_Ta8PpAfwgyVFtMoNP}}E$n_GzoH$eHz)e-4-aai4h@u{X)
zbp-{whvc2TJ)2?Rm&p0aD)ZviTYu-}X#!%*&(H6x->cR-1iV+E`{4{S|KmsXd-qQ1
z>FE)Vj;tIV#U_4B$*^8~60@j`$K(6D3fSU>^)uLpt(L1`ovh7I)W_qu%SaTr<sROI
z#6)g$T?X4?5#EN|P$nkzT-JYf5XB;H@SZF0Pw=6k>v0Zo22)rlIgtX0%Y$|!{{7Y4
ze=N_BA3wgJw7_d*Z2Y;XC^^d4$0tWC;-17QlZOwfGbLqHA|o%fQ&qW6C5?A--HyfA
zyc7mSb^7E9>l5)TPK0h#1B2<ZZl$ZoEU7e*?hDclYG~w^i-W_#2$==t$S5WR;T!MG
z*2ta6JV(!>sVrq#Cr6Z&Vc=nTi||7!vCLWMmU7+Zg`fm@*(WHvs#AeSYgK(gn#T!%
z&ndwk)_MGjyYVPwtTe?h!m6aL;nnXX4}E8632$%jz7!}X^q%hi#Q1oQS~Z(fQ=%yc
zsuG7dQrk>`OhI8!ATNca&4!1Em;QNsHu|_WkT^q=bnWS32SS5(j&NidJ~J^f5nW#d
zr^2<oft0B#hi|ZLJ>}nctjxtr8(~*RI|peBAx3$DT&2B`rVlCT;~g}G<M<2Q%OC*=
zpA7?3)8xf)sl$3A&#dqL0yP}9Wk5i~ZYOsk21tlVH{2O>9xeo5q>An}zyN=NUJ%q*
zK+2cEY;#=}T$f5Yhrr0XPS)MG>$spUG2-atlxx*Hg_tE&OD)i-(McO#t_>n|gYv-v
z1$L;;@0gI~4YM*^#Y*fa-Bdn0X9k&!ZmmT-AaGg;B(fzClUBmI2#q=N?6%T(Z*(WB
zH5d~z!s+bnoY2x141%23#srH*c<+>#mlwa7xYItT<&`%9{Nk|>cxK1oHw<As4Xqs=
z9o*j07g+>xuitN8f{+C2&f*lwd4vWLT0<D_0Hws3B?z020~thi+J(`YJNrkd7c<ZK
z6n=3nmF)2GX6YbwNogXyb@hGy{i)JcVe^?1gsJZr_7fn8Zu@#E8^D@g!hzd2!`$Z9
z7GU3>rtcfV1dypp{)f}XTreP1E&*;)sUUI^8raarJvcSH_u2T<_Rrf>3cH7YDG8^d
zuY4AH?&>NP>I7tTXOT3AA#8P;-f%WMTIo<N95Sho$N;IqC{RJL|H#=))R?dW>;3nM
zhyfZ1?X_#yu#uvSK0F~R-i9Puz6`aHJkpwLpzrdlUS)(nUrQ=P5T{<iW;c69gk>rk
zDs8Dsjbh5a0wm8I0E!mJI+vpr56~%kg3hnuP5vjk0<Iqj$?l{RoHaDh&byH$-9KLF
z3cmgaKk8!Iw5AVBu5*k}VfU3%S)*q_sDmslgbEq+{s@LELNbv^B%^e6Ah~AVL7Ho0
zrx6o^L?X*+eFmn)P)yhpxqE?8U$7}`T?*5zDB85cb(0#diaWNT{lakmCLg+sr23vA
z%r)FkcNQ<~9@##(PC3zex~Ul7331sYO5M1(u0yqw0nqJ?n2?k_BvCweQzt>g_c8(c
zG(zAx;*9VQ76(U1Z7mJ8x`xeCNPCtw*H5r^!s(7Hn!jpl3LQSyZBe_#z-Y;jc&pab
zV)EsY7F<&%8mKi4Q5#2e?%d6TUrckYz4;o`i3sT3uLxndmksh9s&md8%+lP^FfMch
zOR<bFWQ~_*d@wdPc4QE!ygnJ@?N*ImHWGj_Yq6-!!g)o)&qbxA(0{lupv@fbDZP%v
zn9tvb)Ck}<R3o>*D#+Q8+Tws%8lUOSB4$FyZo7;MEabCC->rfrK#*5LYpcS4vwkRw
zu9a%$vltJ?Xa^C$n$`PMl(R8?a6w3mE}p_f!>vzrhj6>vJQhPkLteaB-EdaeNzSjn
zCu-xLU{9D^VN{nFj6+34;tnE?9?Z`}2t`DByDkoPcJ}#(<JYAwTYk`*0#&Ai-gPyg
zE6K<NLqMt`+BOB>ko3vmECv~@B7kPjVtvjonr#YHdJkBg)lgq_V8r13WA862^Mh0e
zmmgT(peWI9sfRFiki_}<WuKg=7`70A#PLtr*(#%<?9Q{VQl~DJJcdpR!q&LPhnqsg
zOFR3wo)KI8Lwu*E8yb`wY_?{rR3cqtzpHpXK<3y6A6Z1Y)?jV2l4!o)wkFF4f4@!D
zl&vaon$r({9%>mY^Iao^R$gAd{Y10vEIy!|F5z2$XQN6Lb_z5tHGS2uuxCO44}yG^
ArvLx|

literal 0
HcmV?d00001

diff --git a/publications/theses/msc/meneses25_mscthesis.bib b/publications/theses/msc/meneses25_mscthesis.bib
new file mode 100644
index 0000000..6f2bb33
--- /dev/null
+++ b/publications/theses/msc/meneses25_mscthesis.bib
@@ -0,0 +1,7 @@
+@mastersthesis{meneses26:mscthesis,
+  author  = {Meneses, Afonso},
+  title   = {Hyper-Parameter Optimization for Building Design},
+  school  = {Instituto Superior T{\'e}cnico, Universidade de Lisboa},
+  address = {Lisbon, Portugal},
+  year    = {2026}
+}
\ No newline at end of file

From 761b963d47ce701b675ef9907ff2034a79ae6865 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?In=C3=AAs=20Pereira?= <ines.pereira@tecnico.ulisboa.pt>
Date: Mon, 14 Sep 2026 15:58:10 +0100
Subject: [PATCH 5/6] Update database

---
 private/ADA_web_organizer.xlsx | Bin 31878 -> 31976 bytes
 publications/conferences.html  |   2 +-
 2 files changed, 1 insertion(+), 1 deletion(-)

diff --git a/private/ADA_web_organizer.xlsx b/private/ADA_web_organizer.xlsx
index 736bc8a26472cad715eb4bc5dd646bb4dd3b4214..8dd07400a7e149064d3e7491a6592692518f316d 100644
GIT binary patch
delta 24937
zcmV)ZK&!uo`2pzp0kGx<3B^j{TYv)q0N9i71|EOD()|a-cfva%sOgHApsUnYQ8wG&
zNs%fCoL~hoYnvw3YXAF=A*Ai*bjo!PB{pLZ56{dzW3E0Qs#1Bzj1yW<RdZyh3a&Gn
zlX^Q<zb;eFR~0T$ouiW0c&ff&u71A$<I~livfY}}odN(gpQ?orO`z*MD{zJQh&H%}
zoeh6w6%t^wt<D>UQO*mDMOEsSVR(9lNUin=0lNf)ZZ;&t3C-FH*P;huxI_Zz^MW*d
zK&!G#;3~v+ZKGwhY5-zQN+Mo5P*th2;AUG>hSnv7eK1|+z~JY>-!x#bhBv|1*{dp&
zG0N#ii~w5iNuR}U8oFt|OTpnh2bUo^I>Ud@MAq=cig_Po<(;s+S1{A~Z8Q_4)oCSw
z<b4p$J#n+t>#GeZ@k1|N1vSk*s$``~RVfh{vz!Q=Pt`G)bdO&bAS%{2QA<kLwGG?y
zRQ>uS=Q#rdY9E#Yvl<B;(^`Pkj?{lwRvmU+P!O@Qz~5TJF!T;c2*QC8WdU0AITC+`
z(z0@@#=+_<hX_}MWDQ;=nC}E_R`ViRp>j(Z5d{b&$DC~I(H5+BJtB0~F!Bu4S8pVW
z&imm%h!kZqM>^!C=icA{nj;8-1%nXhf+=u+liWfvzMy9)4G17VcJ2-2-n5_Uj0NV?
z_r!}QvF+QM@A{tRc=lNHLon^siX(r^j;%0se?TzI3o?pYQ5>r-p{J??B|h7_Lx*9<
zG=i4ouQa|J$4is*FT=3+Lk29*w+Djv{8b;)R1S}%&gmXP@J+*2m6ySW2>0FABgsVp
z^0GbSwDu<^+XDDn#>9t*pbI3gsrrsj((_5-(&X@tkN$>Gca8$FZdU3}`(b|)Dto-<
zpnN3*-7*Tz&^gF_!->TL`9gM+n_WEzj0~08oGEhZ3NtYcYa%`HLELiD%^*kuTusLa
z$Hv6bjG66fjz6(9-?1$%b`opmj%Ud%>PjU)3c>$zG<JOv3|||`vOr8M8OnC>jauMM
zgg9uc4+!|aB^$YZWY|E_NzH#$bIggMMUm%dZj##W*i7P?n@U~vWM%l94<1au-aU<x
zXrZHJGk10%$Mm>*THN#t$D+M!!(frfydR(bH^(m!eTgr0P9H9GjPLK3cNhBJ&X!M)
z>7~x$U6h2E`-h7~`1f-5*YFDc9}}u~1(#zdQ+<%h^-ll*0RR6308o?23=Ol93Pb`5
z2GjGazAOL$1r3wm3?P4Na~nHy_V-lfKd4muVN=OUoC_&RWqHdaMX!CFO)6(M`K%++
zHftqOA?b73RQ`K<fNo6Rh69|FxALx!;fEMBy3yTeV4ivN$Df~{&VJnN58K_#?Rj-E
zIX~OHJnSB~FJErY|N58pALi$0hvWUr<Ned_WpjJ}%jR(Y$G3m~_z!P>+U@^#_`2B~
z&!C5w!|nOk<MH+8^78QTb@P0GxY)gJUf^Fo@Al94NBHah%jMy9zqx-5KYD(;tS6J%
z<@5da<vjLqv(M>c_xbboVYAvje0$!!9AhW@&C~r6#((&_eLYZb&ks4>J>T#D_U-i#
z54-1A=;DX%)AoP(OX&3c?D^s5!<U!c{{Dw2ko)JVy?;3Sc@O_r!~bvSF`?Z&>3RFG
z-yL?Jj~CGMWgN2=|N8R!^8O+9WaZE5rfM(un;*BG0{gD&UpJ&`n)<5y&YEA@*(`O|
zP1pYB+xGGH{C_6+|Na1fR^9(h`v0MS```1oZyvXx;ZA?5v;F4t?fJXv=2KHQ=a+Ba
z1Pl7l?dGQg`|q>E*WFL=_uI!$+m{WPBN+1W{)g{3Pn(D12A*5N-*>N{HlL5n&C^rY
z-vpZezS}*2|8U=F_!@qZ{`%+6Yys6Zc9#CbZuhtDi65Y+2@LKK`t1gH|8U&?xQTtf
zuNs)P!+(E=0f)c9XfM-n`G3>U*I|A9`~K{4^ZEYU({Z_b`mgQd@hd#~qG~6zdU{U(
z^dGyQ{<PVC`FaFlpfy<D&Eqet&EWx-0*vbd!0^C_-4pZ<|9kel?bbAy^8L@@&!1w?
zH3)S${?Z8z|M>9jaNIrPLo4hc{uG1>KZQT>r}KZw#q?^@RNb(!i>s4efaXIN@F#XL
zy}p=Fr|oQhmD@*)eZZgCM_UyR10EHI0e{jYOfTAcdNt>wz-;`mIULv9Zi-KeHN*bk
zPnsD%r<uLL)P+&OpV&*U^rWDu(Wnq`#^DF>C;njON^wG`*VqO8nYz#_JuQ0$<`XTd
zTO5DUq<U56&ta7;6aItxF?ucNkIc2|?RDz)cVc!bve#<X%zJzD)p8kET3Fw!`{VuF
zH~ZaBXW+(R%!k+eE+|$v-E4JBwt+wWB@1h{`_a4ZSGVVNSb<%`A~t}o;pYc%IzPT`
zuCCu){s?~L0e`fNm<sGLf$Hf@f>ySp`g(sNF?U`^GX+{Zphkn<d!Xw&J?;`FDa};p
zF8NHIo}ms6Ga0>Hn4;Jcy;j$-j1A!7x@FU~tgvO4TJEr$&>}_y$}bpAhnAy>Eo?Ng
zfsY1T*l4huzU4h)m`dAeuL&_?Fwue$cj(*mDK{3da%l*Q2m&Q0gKFo>pq3HS#gTsm
zswUd%5F||Vx>9C`pzEZawS9i0fAt<QVXcVy==@N=J$2|XA7m_x*usTxYQ5wlMhM^3
zbG76UGz-hNp43w%H~u@58(Y9Q`{ix~$MJE{bkb{3%mqw*!CZ7`ux8<H=8dwA2$HsO
zr94u^$mvniuMm@FM?GilJf~G^c#nUWtf_zin?Dtc4&6C%vWlf{Sg{5%<=ti}-~2kX
zbRe;XJvlaT2ZAlkfnYbxfgnaWklsMWh#?Iq7;%S&1p^MMcMemfm_-B$Bbg~Dvy7M#
z2ZEqvC4CGDp8YQVd(#WPwvTSE)XIF1m>O56AD6nQU0^W*E=<O>tayu1L6?6A73d(q
zrP*K;vm0#ThC@xva;Ph2I)oA$?wz(Acv<xB(z4FpVe#}HZmyKNK-84SmUgBb#F9|L
zQ_oaiD?)J}QJWA%sJ4$m*d%P&I3NPqDAZ+<CDvo|hR^}Gr<G}e?PZuw;s2`M8B0x-
z<q1`cuR>GP%4o_)>S?7HI(C0m^DJOmDRr)TRF~yKxKz2s9RjAkj^1MvXrbF=^Q5xd
z9p_K~D!?J}<_jZ*Z;Ao$2_?d_ihUmt)PQgK{C4?ofBo}ce*b=c^L}>qPj4<iccQgw
z5<jM2@TlKUkCdw{qIa8u&Rfg%rc(L^qPVF~P0Hhfbjp)JG-r1-0<M3x6t)TV0a2l}
z6CC?T-Xdo}1adI_ksVcx(=Y=m!K)~A_wzl~*0yv(O4lm~<oFgG0iOXJLBG-afL-w!
zh@j9SXF#MF<1-Lb0WkxVWbhd<%hm&#Rck@c4B!a(4B+qh3}6zI6!o!UEpi4#$}&C!
zn6q#jh)sN5Om%|3tUP~^2{1O{aAp8Uz-J&OA^j@AY=+GMYmu8~k(`XqKq&VGKaf@d
zHSr)jt@JL>N9kOiP^W_|q1Yr~Q*_{A;eWs;wh(xWoCJ|I!NWscw7qD-b;klvDwdA9
zi8@v+_#(k3;T0?8@RkS?S!_Eu^AmfA@Pe^Tt+loDESt3wD5ig{Y$$S4L`F7l88IUh
zg2yH)xZVNR5hMhkPSn<ZMW|uH?Xw)g5rl#dBsg#|z(W4G;4ya+f@70d5)-3xM2Y#C
z=+F>G11oN1Nnl?r@5CR9tk%>32*i8mB@$^7BJ&%c7%UMnZ&_oLoEYT^mxPiNqay~P
zMkWTI$R{SJDujQ%cX_#6LXi_AlEm?e!CDcY7;NGb)9B^D3@0UE3v#DoCI<T&nHWUz
ziE%1c)?%Ep(XhpcEOUHfQkL0A7q5Jy%S7FdpeuKa*}Kv;L_!T!itZ4=XSbdyPxPKZ
zBhFJNm%kyR*u=B8iD%oIh#Nt2Qsz3*#;*E^q88)Yd6s|USW_O_#igqE@p74z<(sw5
zH?c|XrHx-rg)V;BVf<<;eqkup6(Q$Y#v0ZR$eEp#qpI1#L<O_czJB`=yKRL*U#npM
zosUvE!zT~bvhs#hkxq!|gt#;fvYB%271Y#Vmk5%@yw+p`x|*i|Yxh~Yct;>y$tp4V
zfdAZ9y10KA_m$}p-S+&S!~Xok`uFdDSIutT|E`_?3;doo>dHZX$A213^y~e8^LQTb
zCcwYmd<Vx;XNPUL9>BVuR?zkAig&Gy_S4X)uKAA!N^sq&VqfYQb=Cncw*uHC!qb)B
z4kAdXxW3lTno!AEYZbfC(kdp<fQs>-TmPRwrbmAaskoVtij{Zyj{lUaI4TvQ8<cP4
zS;wcLpM(n_@UL)X1+4-sl34|)wjam9(O&cax4{WrDYeI4iBS7gS6T6QO6}S!6KY89
zcL+Ecqt_0|dSwEk@|7q0fd5Rkp)BiTdc>e@RAd{f=kNGW2W&&FhEJz{5-RmSz8%th
zx8;9H$4KLgI_{A8W+q%iig%vU)d7=iAV~V{M!D1#p^|p>#R2D8Hs*Q*GAA<xGF!bE
zbMc=^yUGkdrbi5Fw;t3kZA9Ux1KL%t46dSu^tB5#<|iZCE!(O#cB_g_V(qrZWv9Cb
z?2NwAsU&vQr;_@{hxaV2I6S~G`86so{xg3mPA!y==@DuwgA;{+z4=H^6#Dm~cGHkz
zm6pC6>YBN9<?}wB`pJl5%eLB$-D+c#Q0zo$WQicTY$tj{Nhn&jEWZy*S$og2icJ?S
zLKdu#JFpK@ta6$k(<7WU5^BG2)FT7xcc*?5?(}e{83g%s>L()#D=Ps6D^yX`*?oWO
zI@l6_rxa%VY&vp^dmF8=JM3m8iaG<bT218uU#sz-Nvq1S#KqXfmIAHPsD}NkvhtWW
z4LoH;t7Y{IxITcVWT}3EO>(A9ZsgQ2;7YN&283ND|7w?^t(7=wPdYS<w&CAd=#Fbk
z(gs_j2tCNOq1K1$O9TmX*7rMB1R8&KKeim=$Sq0~^-#K0R-)*xIK^YpUg6F`mbtQm
zzf<Xw*0-uqumgE?yY^9z+_LyEQ1foe4#EOlxi9DVYNogM_&c?|*K(`fy*^7?V=r=>
zX|{gpSS&cEfh$X0g{8pG16<0DO>%*2xe+Ag)`vR;N_MW2o3-;Ot8W6CJ*|JJ^FURj
zNbb19<J*GJgI?d}ZfE?Rl-u0xM9{F@&i>K_A{r0MJ#dc^0#T9Nb~_Y$&~od7G=iku
zdap~MVYz8v!0VXW&S^Ym8!Po)woz#9Mgg0oo$Jyof~4GfpFp5tx#<qmNx9`dp*Jci
zx6Y$OJ#%)^OzHKY?oSY^u)crU+JqaM<OJ!{P6Wvb(&-z4(gZ0_v34HiI0Bh(57gwl
zBkmFhXpgQ!4{AYN>5T@0Wc5dZRs>3N>(g!LQI6a)BOQ{vEVFBEW`|8e-&ZPUTOvrx
ztrI%}CAsw#X6I3k+#<0XI@NE>61xCb0ncVz^_4!t#otM}^^F$-CAoj~*%Jaz2YLdX
zzJ%MBC3XR><aQFfE1k*X@1)#%KTV({w=RPr;Pm#)0Xaq?v%jIJ$g@BA#p#=HZOp9t
zgX0CZusg%p0`rjGouMZCs!Vr3H~FB^#|QN7IeR>|u*YKye>^p@`^nTKj`#-xNq6R6
zFh<Omz!kCU$!gs%LZ5%CvO3i(2|>c5w0m6<Xz;Yedz49`2z2^rySs@}FcX+TvG=S(
z2fCoFGiC&-LWfS72{l+ycAjMm$_RquPr9K?zcWrH?7aTublb9b*F*}^z2Q(WUzmCE
z`LgLyeQoB;E74B0#|>i%*OUFi&>8`!JuZPxZ!zG0b&1@VP;q~`?LD2^oF;~+sH-29
zzG}51)L;n#0V8q`RWPN#c}6wv%`l<ja@)FFeP#5GCBD<I%}qxNfolYe$SpIfArHwj
zs&Tn7q2h950t4ZtfB$r@w^rR7huvKt5ggeojqycILJcYW4gsPU{c7Uc0of2spsbr>
z-39srXMkljK1qLG_NBMo;VEiS%=9*lKxv8;V2ywg+sL~4Gv(RWxNTrnjf?FiU&b`B
zV8+*k&P-QfDBJ}av2&_w*b7__JXKwq7Ufj|4LK(l+bOE)u)W0JiBQ=X&##MWYVy|D
z%ZRo`QEjM*IxEWO0$PfVO>%3cx6%lbV(YCHfs&DHv7HD<*(FY()7qYsPa7S78L{zM
zQ92mVN@`o>s^>=R2$K6MT{pqb`vVePKt;f58z<1|>}FP!)djQ?+sW$Yx_p4YlVWQ}
zPN2bZ5ducU&Z?))ijum3R$@Czoqlg~iNBL#>+&gqhQ)U7d0QjTs*=rkP6rY1^aeSg
zmDo;Br{9QQ;_sx`x>`=4!D11A0!FkgQ@VlEkr_|v#>KWNUFbm71~o~<5<yaI^OirR
zeZyks9DdSxaBUA{vNN8fjf-uQw9tVTTW9bHl47fh=ZZii_C)!-weu(^e#s<lNZUL~
z8xwmmqckZo8<>_AZxMT>8BdJHA4OSE|0vzE3O(Xm&f-y5JQ;yU<?-i#gkK2)9c<}d
zuVlLuos^{CF_59qaY3r5J9-|Nb^km=qT``Bi;kQMo}i4{^%dp_bpKhu*}5P=|LWzE
zn&y4kkDB`T@a{yD93f98M(yItW)9OvXATaiG1;-(lfH56^~B<d6ojV-<5P{XH%+zX
z(YZ>&x#tnVCO*~J#HX5nH^~w5NIpK*HkM8+Gu0MU>AQrhE2k&p)f^D_YElpto8ub`
z7qD&$&-4O^9Jr9A1<hDP0B-OYN4XZTiEDv3$-x&z*sB=h`koiq!h?OQU)fr^AiY6!
zK+QxSJbIwPC7`0{uh$DkucQ}E9&wezTfaK6iR%TMxL$aZ)JsW!EPQtrV<FdzEh4mL
zQ-ePf%G0E5D-U$74+tI5@OmkUz3;AKq~)U7n#5G|buIB{QZ#)I=7Fqe_Hl!v%~h;F
zou&sgaLDw84%i|_J=J-e18QbEOLu$H+flElq180!u^ZgLh-fi(bJ3g~|4bLq!b4Qv
zI@Kwu18Pj=)B_EFipGQfxM(rxbJ3h@GUmqJ+yR+m0uQ7M&}$DgC>l=##zl+4nu}(O
z1g$v&nOjh!?}n}%P^+(luf3iIMdSIyxM(rzbJ1)b&}v&-cC?v+K8+ot+O_6@7>`}N
zE9vz#C>qZwK(t>Sx#k%6Q{>Vozyx3!1vRnAMNKSni6#+$x#m2h7}tx*D8ldcp|rl|
z<$`oM&IRdrLJ-uwDbb&lvzM-=Y&@kHmn}wjZgUv#`Lpy(O3S$eYITLx0af~_VU3_n
z*?7kBn~V-qk7RUe?29=9xY1z~H#%(MMrWGV*cXThsh89hPcz1KWzvkf7x#62)CK9x
z)&=Pd3PDnTS3?e>WAaX?c%!lfw8%5CMHc$?A)W)WyD7IPowd^dvewvjQKAvhQZ^^i
z(Dx9Q_%k^HIz4nj`br=TAWycUOye3;23klurY;D;77{hFg+xtkA=#!iHaQFFx+sST
zXsHmJ9#pNqw}wCC3UQ3h>&X}!CNX&mDM}))G0-P}g{ZK!AOKeg{)Q_Ao47(u(;EBo
z6r$3D)2aA%%mG*w!WJ>trflVaYLkk)Afpf*K%PR1vWIJvJz$HJO<!sAK;{OA3sV07
z4nZ9|RG&Sx`iz%`nKuJPImWfBP3U)376jlXX=@XN;wEXz6>CI!CaIE#5tB6KifiZ2
zgU<PX986^{BDx@btrtOgdC_%I9ud&2hG&RI3BdJ%nFe<e*u?c=n%3BtqmOD*k|8W2
zTqfQ6)L`j>D!uUrX5jA0vMZaJ5-Lvx;p-;Z`3^`!DL^X6*(Mk$Ly63>ny4_H`N@Ou
zGx^a2Y!Zhyjj8Cw2X?<ab!y|Il&`rXl>CZ+g8ldbjSM^}+xHB-l~_%Ra)1cum24Fg
zKt&kJ*)m9NY#pRFwh&~S(p*tIuO_A{KutV=OdG=}ia(Sno%j2F>BQed4Hg)yNm1;N
z@KZ+$2_Y0=4;2zlC}Qwf0Y0EmutNcJh=E+rr!IVYD4Qhued*GthdMFqB{3PKu{-#G
zX|1=89?Fx(_SNc(8*8tx6Vem~Yq-oD96C!NsY%qS%_SNS)tHi}hpO}y4G_>t5QcWg
z)ubq7M>t<3`g|uL#3Hd#JK@A4;c;7fD?!XZx{a@pbe}82;p%tD`c2b1^=0cOm7ws?
z7?mmY#~x$~(3-1d9?G%*^f`b&Otsd3Jc#^1E5oh=**$R*Wk{&@;d&`AVuv6ww+~{}
z=h2MXxP6E=Wglfx7fJMmeK@6g^HO}3`1n~WU>B-`G7I&N`U28FO1{9@O19)x;KDD^
zj*a2Orq5FwQ`(QuQH5r`eOmb_lXMa1zmOUSCTw!hX9=GF44X8&`U=_iMNO-J)te{}
z<*hn<UC=}w&~-#fU6<_kt3ZxlpleJMQUS)~mBiaGRwDjNtVC=RE77!p>Dt6(IIsrl
z`&?<jYsAnlF5v0f!IDs-qM;K2FjJc*c#9LCD9jX3DZEHfk|=;Y6r=lXmuZ5LGL&+6
zDr{$NyO7+z*Eoy>V=josz9eUV*FuDiY`aqbyf5nk@R58!RoiVBjVy25)tN?qoxcij
zp2(=I7rsY>n{)nk9oq)qnlZRLr)^Db_LbTyaJ=WQ1){A7<478tHu`=*>=kY{OPIcp
z?!uaDeZw)qz)|-P)nu<Aq;sM$=*I(5e1Y6Cw@?D<Tb&is&r6s&6m(&Kp4{o7eT>E@
zi0CmaWLaWDB=6}&(75d$(fbbD26l=0OmDwnm!=I=7TY|#EU6H{f^lvM81hLEHDxa+
z#a9A7lu-^0-MLLLtcbF50P?r@Hw^VX&-ejZmC4etc>JU`9zSgxNE6cmPZ33x{t9W&
zd2;K}rBC&ZLHM|q6T!`Y6%G$o>68(qDai%`ae01jLp<k$w+t&n@Z5&lgl<gb9u^62
zlVLaTa~F)$mIFKz@@o@qJw9`DqExwkS<h|D0rs_ex3A%)R8}-VqHAG~_QpVKh-fN@
z8obq{3*hLyz6N-+D?yw+zIQ;PXFha?%(}fY(bq%Sp*yIWeKI$HUWbZfR=cl3-3a>V
z3;}IP!eL}?^}ATh%0-#7u15jw2w0Le1P0#xHHd`0LWA~xVQY7P4t23(d=9G8^_zA4
zJbbnW%Q6Net`!2>Qbuc72`Y!;w>2N)@KBDoAE67DUNkVb7HCjiC9pLmqJrh#p4zy#
zr#2pmMVlIDS;l~WM6E&*wl>hrO~&dlyf*qf-S8nur!P$uaOa^MZ}0Ur>`}_H4`NXr
zywg?@La56rJP=N(ix(c0y41<TulpRvqH@?!8~y!8@PE$LLz~AssLJki5tVtu8wg4B
zw@t`jDt0UOz}iEZSFb7;rAZkGl`Bq3G6C9g?i%V(w1Rej9Mn`34!9^yl@883_LV7)
zU@0Aozl+M_3ANuObW!>}2CuKmT(BWjt~gz2&iB>G?8$wgLq6J=J8hMNa%!zEN?#$O
zzH%ijx@cG-ho_Lxd0)ZSV;nNlrm;Ho`qJ0L(jfBAZ~}>Efe!Hqf_*&IArx)wDXoXn
zm*wD-zs@;-OJgN0ItK|Pn*|cua}bZF)81upQ6}kiQC33l%wy;_eI>X*A@q!V02kRe
zg_Sz_L!<AO#^<O^wK0y<BlmQ4SaiM-h%-rt84|`sKuGA69CV3tS$PDVwSIBRLpf<L
z_Lb{tc!H84A)Yqyb?7A>R)-c<>u>zPI&_XfY#9fCQMnTGQ;-Y^ZGFUJ%B=OJ)XGCS
z9~ZZk4^M|Uh)iF~vy}`9F?ZlPbW#(2^%1PpLD_R=2jxjvl)wmv&v6Nnn3J!=#PP|_
z$juArm5VZ-#zW~>(C_@dOkPSu&C|4C5gnU{Mdh(}+V82mD03#`qRcUxhtl6FUemZT
z7qB3I49!sf*lQP6PtMt&R!|$?no}F!>)AFCCqB`;$1BJ?GZbd?kXj!TEh~p)vo>E-
z@=#9ZjeX^+f}g%*h-1$}YQ5tDaXgfMna4wU;uIw?fxR*}yu)&`*-CBrc3qVDl9`9{
z#3{;F0+VEcI5st@ZOPH$uyi&-9?D+xLR7AQv6ZAIpdBZ}u$yoP1(92QLB#9Jxzvb#
z<%(01hk!WF5sCh?7OWj7ozO=&D;H(cD(s8X7<<2L2loSlt}??r*mR;cZ~9dZuVkgK
z0)T|JFDL0hRHniN4du8v9_gg{{uUJ4%<C1k&7mBWBMzc+#VM(pEGlAe<X3R)>8y)?
zG6e(&<%xsGK6$B-;EfzVQ$kioo)S82j<tU8e_1&w$6<IVyTWJ?nG%+rxe!a^;M<KA
zA$X0O+IZeWZ9MO>ZENb!%X<XRV}^EY@x$YAtZelIVd8q7zTmN{T$HKNAu4x0m7T;O
zt)ehMyniV;xOK?_EYPMMo&|a+D`HW9LLvAYGqh;SA09U&oVCb!3nJQ71a_M`D!V8v
zB90<+k?|xWLquEu@OT*EgwlxUlr{{xS>@0%!uCS;1q%;Hktt%yHPCkzk}e8Ejai2L
zn1VeKNOX<;9vgNcMvGY$5E@0Mh-H^QknB;27!wF3qBT@6&(K_>RU(t*6QP-Z2MCqv
zZUhhIxS=AkBNvfqBZa%E%`Fk4gk*ugG8B~X=B|BBbZXWjjUrErf!8s=VvaPBLd2Lt
zC@q?+Ohh0lL^N7-QC7sFtR-+j7Kn(I1y-s<7D*|hu7)q+m0d?aW}oAs>`f6w<r->P
z+CtQnDQ!_Ryr>-V%GAcw7Q*p=w8gfq>9=0m5_lsE)ML{YWS$i2xwdP}mONk!qdld=
zV(A>zBPv%rWmyYSR*E&|WG&`%G8J)M@+HPLj(DZkMQMsB>MK{mva2DM6SKl5sYCM)
zvBPBvn+2moFSD^uq$p<ze3b=OYI7E3yc7}|ddZ4-F@+9IJoixcgdb6VxjHOMSuB5M
zg-ue2CY(FGmr$8AI&?A?N5Y~ro4{RJphJ6RgY1`5LX&nn9GS2iG7@H$Pl(GiFPaN7
z&GCfAvT0V>BqX$nwZno5TP7``hq4=V8bqdqW%p2!(~|pAY?2ZhPvekbIwe>S<w#hR
zt^}^id@Dt2OCe#*LxhBXCLB7Hn6M=@Ds)mBO+mV@XbhPuEK639;8F+}k8GqX)tf(u
z7!&qcMnHS|16w_bx~rVNoZFN%(#&Znd8_6fl)__jnQ}Jsq8cH1sfpTn&PHuKXR~df
z)pV|-c>=3IWm#aOSOH-vHIiY<RcMXWDX`2;&PK$VJZ9>zx`H@=MP-;WN>1SPF@z7;
zBqTKS91h<m<jTfKorK15GerqaAi6A2p-pIzDpRV^Txxb%H%&0~P&V8bk#kmo=dwUT
zdkF=ZGKGXDpCM{aVSQG>tbC@Y=FDJLtpfjLfq*ujK?Y5^vDKdlh|kgVR5sds`HacB
zUCz$I)2$-X&P9cPq?uA2Ln7mmblUeFJd`cA6w!26MLeA#j$2vLan7OKgk6MoAs$ML
zb4O3)m3=4974dggfh9B7N<nBRdC_kQEeR!#AoROQD<7r5#zUygZBh}nCy3*uDoth5
zO^?e{lZJylHd$#ZwGcsx7Ud~1qH?7!OI8f)r+ItXq5Z6XsEsEp)W(w)+qS0PdIhGy
zxLII;POZi2%SlZ1W*+qATwbwny%F1JUfLLlF$<)LNr7;Q_SU^e-06suRaYru?yLeo
zW`Q^{4Uytl?KtN?j!X1ThfKig2|RN`a-hj95XU*>X-$&o5p-(mFfg`^3<I2lbHzp1
z2w^o9)m4gr=sv+EI>$biAAm?dd0OR|q?2^mVtP;dnW4kFhzImtgmd~*O%RX}Y-5(%
zn6FE1%-1<>Yie_RT^$HIv+Xa!)klZTbu>bWU_00OpO4bt<04dE*nz7_C6tH}uEo(i
z5<*FFbmhZEnK$+bl`Bq3<zrDJ;iqtR`U*UO#+2iK<OC)XQD3>zl;i{;O)MwK{jg5X
z2_?nR*{q8)8)8D`ic@k*1LAlWNhZ32K`<$gu0pvev;8Ght~@1YG9ZtWDCmm>OG1rV
zo0BN$*PX$QmDDThKoDBs*_=ed@Y%&q)y`IbJZR;i>TBiY?_89Ltc1$dVbPfkTxwJ`
zLj5&=yo3;;2!AC)5w?j?#M{Ix*L4|tXoQOo9#E4kCaJA1frRy$7vz1E4MZg`!_;N8
zqY*9zOoXEBeu{Z7gnl^U{+zyQ^AWZ*h^&1@T}ELV;XLcn1h5IgO^ujIxv5bbH#N~F
zO|6WGv_`5>c6vZfG7#ycn^4l$^ii{mvW}a729c?WvMd3aLWMZGgjah+q}pOuF3ORn
zq;gP~QIkeEw=4bmt%MMEg@+@;uCPtm6>n2^Rdh+CMjlULS58KtOKeN}p|mSqE_P9l
zCQ6Pp>N4Wc2v<JL%MtWVFZ!XB&}<hRmQZ`qCJiEU<rG~kt%(3M9jWQBZY6}UH7px{
z2wTH8VQaii*;+|hU(`tdDa+bAHYScx7GJK-uEs$%m9BZv12dD9z|WbVnGrWAzY=No
zXvF!+cmIyRa(4gDDk+NeMI@Z>Y9zX3OsdobI!+9k`bcj{pzHpl+qUUWG)WT*Y>jNv
z^N3$-B7Qu7`{u{DuzNKLA_Bm6)8Jcwo$JEr?RHXET~-8=UG)~J<S8mJ*NO3QP>$&7
z<-<*ocZeh5Gb`%sgdQgQ>KBa?gvSy1@6!YgH4#9PLQEQ!0KG!Y$D;dQdXS@!7%ik2
zz4umP@ZDpE7_{Sy`p_<AQ9Cq{ju>{|=!juKY!9HM-~k~+3aSVXN?}XJjuaMu<VfKZ
zpV^&NB?gZd8Ddb4cTfyl1l9+ju*NOOu;+RpR%lmJ@D~O$q#);xQt10GwZr#l=m|ZL
ze%l8;m5n3po8D3iK^!?QMPhawlER^W)D?(j?SV8!f(z;ctCE6Wqsx#Yo<t9F$kz_P
zqyEelNI|`v@=_jX$Vmwb$P6ie=rSAX!uVQ;#L>_t)(%Kt7+ZNDcATqp!S{O^Qc&z2
zl)?$l`i^Sd<#y_mW7bJ|pnj{Oq~HNOLkhZ$k5ZUz9`P}<M8te9r}jX0UD%8N?DRrO
zQ5N=)nUH6H*u=BH+K_<Nh~nv=X}S|AHO`X21|4Cv0loC({_M<6bzT;KZioy}+#1n*
zOABDjh!)59QvFYf6$F-!Q+gC_YOrNd1xfq@xpsIV0^AaM{|U>*IZQrJ@cO}gc8Pa)
z3uq+IL*_oN0KMK8Ksyqqh-YZiN`F6-P++M^m+)DUl(eehmN|MP*5lJdTzh<aI7~f{
zpV*DN0V2bbwqqPK!MN>z^gr!whuZi)T(qgdDxa0BOS~8>Uh31d1E5WWN!j$>;sk?<
zV{5Z_*lNgXd(jQKd!uK}{9^9k<q`d-3-xIg3>jg3$gP&_F2VSa;gb(TCa8RB?vU|#
zNY1jVHo=e)CWovn2!@O>Im?5qM!DDAAxAgM7r9P0VZae2wqg2za16#9QF4(F8ijJ$
z-EcdiiZP>zo|X?6zVRn_zcAj2lG{eLM~3l66dx~G_K-y=pPf6s(NT-(t*t>sl$>9M
zg7HR_oZsGR<f0Q)Xz261r7|+V#52Y%Siga=s0k$vSS4(C3C0b$Wz-pJ#AR+DDa5$j
zCswiG_EqO)KAz}*yM!OKzQ<t*1E!~#Gk_=UeWRv*TP2uy!rbWG?Tr!ADJe_Ra!?~B
z)QR8BHo-_4N<GerMcpC8!?(k6_xz{L_DkTg9yhueb@(FDZ@I!?o$8pOwkDJ?Onr9{
zM8bO=ZI?bNnN+YETQ4#C@S#Hrto;!(g7NjOxrvswLmSoy+Uf<OpbBV{&M_o^Lb9VK
zzO3$rq*`+H`mH}0eT+$Cqeqlfqd7Un&fK{#+kYU3mYRE$LlSIc?qeJiGC~=CAdm_6
zt&D(R1DL*22D9wMFHKqk2JWGT(iy?3H9kz_xZ(=5+c^Y@Fl(<rc__Q1L6i)}L&-xR
zwxW}d3}Ir?i3_7|<t*TOyxDkvwT6q;N9mWf2nBaEC=%RJn-p;1!{N1H*~$<w#z-z8
ze5YM|O{BpRUelc1I-pj+s{q2p2g+1$C^ZcnRt4IM@v+O+dq1j=F+pDl8xaRl!M%sg
zJ`6s#$^M6`q=Hc^LlZXi!j%f62^)KD{6bnRvAPEL_<^j7&GE1M;KjRt8cDCXCE4(c
zAUQH?Nimd*)IlE#t>}SpnrPy$pux(R`WOr4&`k(HGAlmz#(Zt6b||k}{gGQRr1(Vp
zm9{!CMHQI5-85F3bP_Dy*)=-u)<ISJOJLNO^hQH9_CN|%APvS(vB0zs0dWvEvVarH
z+DBR0580uFU(v)NFsc}TRJ*<RiS(>TnNbPCsBx=BswU~}jKd(*=~4Blz8psEQ_lJl
zyiXY;jR8_+h$hM)ebY#WNGO@#4#j&x-;^=Z7@fqN!pCj37e;<1p=$U9roL6v!}?&3
zZDRSbFaF3(Jdh#fFCXMi5;LRU@LSY~I=uxV8YX^|L#J^o>dJF}!Gf46W8!V}YwRu`
znUh5Lu$SaKl=;S0jVP&zp;SH49u+7e1~8E}+LakWBRQ}`xCCdl`jQEvq9QO^!8Ylr
zhi=dWZlnSMZN!Azc4nDG)QIbeAW?nMOod=+xLtKN+k#vv!_sWT)bu*AM!bM&?wL76
zO6_1pC@>cl%&-%G3gMerW{R^yA+jbxnUy&rTXTiakqvBB1^E%oaZC~~Iuk1`F(D@r
zUmKO?Qw9at9jeW99Z;*ko_0rF$sNbgW>;_^jT;lv4~fX8OJR$eP^XIrgpz^HT*4%d
zC1)iBLZN&UL;fNDyw-dcu||||Q|4PLK5A%NCrFAiCfV+PQJa}@r${3t#>ps&WMB<s
zI|VZp_kGf4&6}FY;3H>Bzg}FsDE%5fp=5L#I$;Q0I|b6jSSyTHGv0vFB5K5F9aOC;
zN>|jGSFaOnKpDnhLu;c+ePHkrC3cYYQ0x<IJsBf#VxK*zLv9{v4CVzt7iC`XBQhXw
z$#;ROK=n3%_|@8D!t6QG&%SNsq1as}wcyICvPfkk7o6FVBkFV}>wsFFK;6}dlF8Cg
zG!)c183uzJLlJ>AF*?k;w|_J_M~^c5N5OY9J}hLP5#h#Oy+xF;V?$nByQm>|C5UV?
z#_8=IO(KM}GIH~1X3s;xHB_BW6L*fY-~=H}#^7;(L&=YJG}qw*zSbQo$Rj&n4+XbR
z&ESy(#~XavWkKYE5xZes@q)p7<y1TKh~k&l@Rv>%EReM1yEWu=5d)o?_i+eydOy;m
z>;mheO2MdN5E5}#lO)3QA?kFT^-wiS!=$$rG%p!O8Y7ylB<YWU!AKEy+TZplJAY-t
z3dvJ{R5@S8P#9K>RwH${9@TGwuub@7cA%=}v@C)l2@3bFS0;cVNH|yX$(Gth4J9*z
zP9;P2_E535^)949kwL(eyIj;jVXhH8DRBwZ(0|-bu6O(AdnlrU=RbYwAG^6dmupO$
zNJ5=lV=l_pS_sB#E!0+-qliXus{95y?Lj1ee4$uX1LDKrN*}M<nL0nAL~?9iYv}t*
z>xG&`lEikqV!bqiePz@TBU~vGxN3}qPNZzj=Sfm;SB^r8Vqk+bDl)X_g`7|)T_Zzj
z*VqJplkCtE;kW19yXXrl3j)bitG6H?sxjPtgp&F3K((|9>?XhcNHO*!r8GC-2sAQ(
z^Ks>gsnEN|JL-xHIe1B~2?Qhs8ne4bvu%xis`aaDeoG%Ua0(4Y^pcz<!eJQ-Me93r
zU|Kmbm!X&siNBPEjlm#M6muJ7FyX7B(jRh!u{&2%9VZ!4@?NFB6i9tZk2r8OqY*qO
z86J^BvvC%JPh`9!B>b561j-FIi48}8%l0MGl?!%{vF9xs<lpFC0qkD`W^6#J^D=*o
zTol6d>B=w+A?`N#dY`gjqDG)DPo7LUpzm1na$>#UNXVEcJktn@Q9~+OwJ@Z(sJtPS
ztRUzpT0OirY>lqu%p7{c_hM{E9TP$JE^5&PIMA{=Lt<~+*Ef(Dj3^G@ws&TKsqXJ2
zXLW=-Y;Q=tHD~o?ZuDLrzHT<h)&24Q?VH1HfBgP<f83nyH=l3M-@ygo8;DY%?4O^X
zUJf@uKkXmu+w-r-<Lk}k<>BG$=K20`@w|Q5?+&}q$BT#E^X2aI=k3Gh^6<Lf+&_lC
zpPw#)Nbl-$zkT@n2+yhE?eXq^Nz2{K<Mz1Sy|Aaf>z>w`LK@23H_w~>m(6nX^mI6T
z*nN9}CEh>}sTF@ct#01IwG;TQ{+IUVU6?rCUd?Xa#S^N_{t<8AyxxD={OkSx%l74P
z_O$s7kDFY;4D92T=J4Og-D_xtCHKSb2p68|Z(l*?&A$5^%=72n?nr+>fnjz1e!n?>
zdp&!-f8FfA-~N3A?_!;w?e^Qv3rspp#O?Vj%*+0MdxYoRY#(pW_a7dk`TVro|1Hes
z+y4WT!3-3$xH-fIf1PQ<_520^0826e01W^D0C;RKb98xZWpgfgZEVb2S&!m45Pn~2
z|3j2_$U)8)FlvtMjx;+OX?mr74Z+af$-yS32WGYZealV)4p#^`^z=)E<5YchxT;(>
z{STWcl-^L9;Upf&T33}N6bH#1$IF5I=Zn{IWGN$lJom#Se?|j&i!%Ac@Yi4Z8QF&D
z>nlP;0upgHkY5Q|Jt;~SyrRg@y2%Q~@MMvskx$@jx>T}Niu`#-Uy4FSS5-@id>qR;
zg{LUEhDhY6-`1;6kVGq=;291v*)m$P6a`NomvNH%vk;(eG{X<1jb^2~v`I@QZ1jjv
zgo8B6k_G7ke_bV6EO3C1;kt^e_`#kMP`-_lW-6*)k$sciNXbxA^oFVV<Y9l2#3Yk~
zWF3=%tQ&xo>fq^HoP3Wx`V355OdIyIAJUs2!iXj-!+wy2Nh%Sr9jK0t#D0YG8Dl@h
zvlP>53qQi)HXqjM05f+nFT$XFI;c<}Ih@mc(&cO*e|sKyfTpVS4N=Ty6jDX7Bg)bz
zynH3~!uWsJ3ezU-ia}26=q^c)HPtr9Qw~=+f;(2h7eqP&eyAhlsw;${etpKP@3PqX
zNTlkb6}pgaGnQca#ICQ~^d~S}ToGg2;%1&)TWxWJDuQ5|gF0$gH(b}YHTq{eZcjXp
z+CcU|e=NsQ=OCy)5KB!OJedG1iTj*lcgfpU$1NnL3z0`v+hJMbLgpjg`9fLtv*6&D
zcMq1gW9gP<*{a<$ZCB(1XYQCmA&J9qSJy(lnvV?oumd0{jXiiQ6`x<WD=1)N*sSD*
zC_Jj2y-fYBrn3;KP*$}sWJ!qU6vcAP%I0E4e~hiEH=Z)S95PxC-$InH#b*U09M91P
z%?Gk&h+?xVTE@0;?0ZKsy5J^mPjgINvz(rx_NE=Se`sH_iK~sAF;!QKyb5FOR;b#w
zU62@LbsX2|X@=3Zv^#exQjFS#mFYT$ZK$?k>ehq!*T#kixbpMlc{*uoaJEPx*36Q0
ze-8bSau;pDGS7#G{SYk(xKT>?kMN%)E9z7UA<#1z_UG7NCb1vV{crik6>ma&1v)7M
znY=<Lq}+!euJfG9^*pX3%H&{TTs0lUy+PWBNa_??Xcp`gpfLPORrlATVyw+Vir0}B
zk&h52!5e8SqWlP9xcHbGCjSCF&%LC<fBVHtx-9W8N&adTZa=T18A?6Y<6_*{=!m({
z{`+%?mvMw>K@5P{lrL#QP(WDMjnz=+5LkNz(9d}f1nwRIpuZLY&B^y^MBy!*+nY1B
z>B3@ZZfj|?s5N@;yujt#xe;kgt!S2=LjpD{9SF!)ly{m|L78cfwc*ZD27fFme;=Bq
zF-k~V!e}+dl}pU65nA6t$1z_r(rc39AE0R3s$>z16+WBAdF$Ivr4f#xu?N*4_@4T!
z7qlszO}QjJXUkhWP9PFa3-63Xv`;p%2ge&s(>MaOV~<;qTu77Lifci}<`JM>o%48T
zNhl;B{j-LG;7f`YctcZ4HNglEe^7U(rJpBUU2w`fo!|oHYr^|Qd)`C)v~T3)R{5-w
zOfN8l!`;hyUnDb)7UM-ReOSuo6$@C56~|Z9RnP>gfeuEh5UcT7I0Gj*phZRig*t-s
z;wC{}tIaTvg(I?r6<y3U4xhDNT5hVY@f$Ak-CZ_wnt^Sa$l_k(wtd&Ze-xe~w8onP
zfmuO&{~BHs>UJD45KW}3h;-=2wAv{IKv|;eWIpH=0iO2huG~mL3*;vNbS@A>D!kN7
zD7#TNbrag84LP$l+@PzwX=@icUzdmrY-Q+N%_JlbG}^f~W`3y}uPxXPv$*h#roU?&
zKxDs87p=@jZXvR`)N6@}f82u9bGyR{uWALf+nu{1%W?Xr8#IxX$-`x(7n!S@xCS}?
zF-6B+5L@V?p75Ash>f<wH*Ocp1_relJ@|p69`1~<a>BPe7n11xz=1sS=Vi91hjeQk
z!sRo1%A?z~HFr4uw<Oukhv34`XE#s}=l>2jO41O=-%2Lb40|Tde<>cH>4{*-)gasp
z?6_}#xCLU)H~S+@_LR^Y?CfxJCpfIlIa>JZki6_34&?pkKhPYnBapwC^##8rgpnA?
z`_Js^Gi)xYTIkIcU>>Dwc8P_mo4?HB?M~6F!*Gdj%nsKp!_%p)kJu%P%JBZ~MP+#W
zY>hp3gXQ4jtm}Fne`}|5sFV^Z9Dsbv;95ESm)0pB$p219wmX@6ddE>mPRHmWv*Vhh
zNyjwCqshc`Rb3tb$KCwD<K92}p#q#aX~t6)!mk6;!aRk#zwXBdGWR7{I1>qA^VnV8
zQlCvt?RY&^>ll{rbR4T^c05zlCzdgqnx4sFH*frXfU0O(A^uAP3f_DoI6~merFWG+
z#gBqp!Pg5yD5WKo{jWfV{{xf33=|5d=B7ROCIA3?fs?IA9DmDlBS&^!+Y$bUbT6z{
z42jmXG!DBhQ7!@?8!dpu5TqoJ!;2zN0IIuC3Dtw$?A82(7Y^^Fm<Ug3B4#!AMoaNe
z=1Y9;&8$LJ-ok?#IUJ#wkwBm-D<Ai9&bhZf{ruf3QFl?6$2$G&$uBz}JyB6Q)w4KV
zeD>t#`t0~0o`0yk2-8`Z=rsE5$$gYR`TXQ>{`%8AFBE>8=AS)T7RCC-vuF8q8Lh&+
zqt{W2zsz;E3Jd&aws@AWvnZV9%P1;V$+PDlef0OwR$-hzQBz%}#b;0c@%blDRGG%#
zlu_4w@~cmtKRNj{k54`=PR_4_QE)xz1}{{g7Eu~yVSl1N?x}nkt|PU`!qqCwRGb!3
zhWp@uRS{;3sK7I*Vi_q6Dp%7oFZ3#Y9~O90rRQp?%N*bM^jUH8=`*^Kx!EWf2IntS
zsAh3KEio^5?YF?=@x^tT#3{bQ!>X>`xMMWicCW!|okXiB<&lo>izP-z*X?Cj;q*;Z
z_+uNF`G2x{sD64EC79|LYEs~#r}ZC(@hUEIdct!%COkne%Hu`qU$3iIw{c2W9A|nO
z<uo7aZCotXmiz0h2yc@}UYUn|TE+=&95qPI;?qoz^ejp+MPj0F_-_7<gA7knMAM?Q
zi@fdkwE14->u`!qiB->|>@Iq8a-D@~o?wkJihm$k=nN0Dil_GZ)jZQH)eU;8(CTzB
zQr?8LU(*a!OeQ~a|1L~Qb32?7g$2#@9o@W-UAnke{rNne#yC;;*q_RIxX8cv$yIb0
z=W)Gh8{h4gSr$*rq+GpF*Vxgx3vYY6(;A0&jS0g>J?L?QV>~%d(q?v!Z^Im$bocV9
zr+<S~jj;jBMTyz|@UXcH)=4}KAAbMvJFRB;hqqyUSnjk+!(3sxQ=RBVjDM$9`AK&&
zJKVkWI?Teq@S#q|(Ja%LtLPn;H;dGnPV;CQ;*)t8hlM}mC+9c<%P3n#>SdH>WY1JE
zjl)<cF&<t`U~@30FvE$}{%JhT%2cbfIDd&@)lPA^)melu##!ipGr%fj>XptPzE`K&
z!*{tFh4(OfLGmVySN^xp9=^McwHn1(xI~@n^x^kmau?-l9H&cMUjO*5|C7yQR6~&8
zd08&%(N@#a)ihu+UVj#=xxo;^WEH~NtaR>=;Y!c47`K2!z@b>uzqDT5Ohb?s4}X73
z@tCKu0N<4S15Eg3f@6UhR704`Tt0-I?Es65x$K6w(G))o#bAcz!yof{ZE)b>6V)Wf
zG}6UqI#-i0Em|G|yFbIm?}c~qOr2qDQ@E9u8NZ5g!4ce6n8h<(8Y>^t`lr};kr>V(
zefUFOZ%Z10>OTB;hOOESBY11Ew|_3MFVq)0`$nwIM9<?;T}Sad^C*$}GQ<eeDK;RU
zIKq<(w-IJ5?QWz|I9-M`271<9+`JpYAIB-ynU@siqu$vH&w8ctYq9!KieKRoX`^<-
zyrA<yYuh$?U7aN1t<JD6@O6*1Z2qkWX_4t!35#k1g%F0@aV2D-f;B8K9)FsQIwmg*
zXE5A4MOe}>+moW4#bP?l;%!+dXRhR|wEHK=g;Maa%gOA$z)la<%Yw6OghtKzz@}bB
zZ*}&D9pYIy4RP*_HJ0bi?6%fjWzF9flgHL(iv{SvE25MG4`(Xi;mOfsrN{%(>a-mH
zcBj7E5z2?cU2AXbuYmE_w0{v0=H(y2gCb6);OxsddfRfT=T|Q%iZEee9jiLeg&k*t
zvle4U(am5Mg%sXQC^$ZX$-!s!_N70VrJ+!|xpEXKSMy;uepe%;UafJivU_C~wq*{3
zv~9qfV0PPR2T6jE9A_4xhckmMbHYBj)kkdNExD4n_wX21d>h=-t$(Hko=~r%0?$L?
z+RJzWXMKE`&EPzDj$uNv1ilfG^E@cbx{6>QIJCA?K?`B#LWF+T)ps%Abx8@#goDP&
z1mkwh2xIGDSj<xU$!;3PUc7*pN$MT&)iO#shY72oTdk0xAt1w6$o0H<8zSV1(ghM6
zjOn1qcF)2vOc!OifPVp}Q{k+T2?J>h(gR~^*>2Mzx&ImOQf>4v<GjREV+hyLy8{3E
zxmW;-Yj-3z`wdAjhkbE<;+EiUn?r}^giGDxKWzY4g=^b`wJm|=CYl>0WxCiJp0$Ux
zSK&NF+<4Uz*KI<y*2v5ldyaYiF;5T&BOpM)gV;`lHzr<0B7ZA}YJxou=0wCm5mc}!
z<1iB*{o>2Pb-$;sgW(qw5gvy~tY+l2@K2B-cC_iIm}fY;hwln_lbphqGr~92)3`R)
z$a4NC%0Cpr`Xdu9G5AUMy6=BzT`_F08=5@I6~mdn5zB%w6)EKqVN_n(9)er=eA*0)
z3}*niqp)cs+kd2%{JxIJM}Q&T<9fp=E|3R`XwtWNUZU)Of4i~V{lj((IiT4+9^4Ft
zO&Fwk5f>%7(h@m#O!nj9`)L|awfggK|6L6x*TI!PIM@6!JVi(ngCU6`LpO^TB0sB*
zj|43I%ip9}8DLVpU591<@F&<Eg#So4%T<{2=edet=zr>rT5R{=W+--3oTt$}j(8rC
zD^OiHE^O`IRrkXq3MA6SGK_cZ>l$A1!cXxNlb*woZHMm2RY>T~HxccNDI@;?G5LKS
z=P#-u^6s@Cn&^F0CPj>#eEQ}XQKajpuC-3YwiuRVw{)>2_w`kDYfpi@@POu!Ri^~(
z`JRu@(0>6l*%;;-1C^?W%rQnZo3`bHMT8KPLMge4XrP3(CDCy{&Ej>T!YX~C$zIX(
zBjBvSnIg>JwB*0_Q{yxsBxIbb3se`TAubr*qNt&p=yJCAg!gSoAts`VL;OEnnQX9`
z2a4NNX(q6fhwsHPgReoN`$`iOH34KC2{+Nh34em8L)HyA0-&WpcZ~O4omEhrP1K+V
zhruPdySux?po6<ha3^T;;tqj8(2(H42Pe2&Ai&`6o?t;kkj?&k@$GJ3ovPE-)fe5>
zb*i58v>4K0IOMmdXZWiEB@^TBjSn};#fGwnGlMoy0a5n+dy)&D_&#*nqO1j#@>Kn(
zd=UJnI{dZIAK4BYZRdE3k$qjME_IV0#BmV%=7Kt2CT1tUmpoI&h}oaKXXVF{xDqC!
z+Z7tZ6>B|T^YJ*}3=@|4rz=QsUL&wvXd9Ye)!|394@39&!Wnz<BQO=dj6x^HvR#Zf
zi)4Ue21YE3&*gXeFHQt5PP4ZB$|b)+Kxcx71w~^paRKI_ScJ=&G4Ts3uDlbWTefFW
z&&{-A46K?lN&K%Rlx`vom<{~@9+~iaXf#Tj5P%O}L9U`KKnDS01tPz<Y)1GN5P06t
zrC}k+61AujD>(P<xN9YTv3BB)vfWLB;eDAPd@@{{>@rN}=1uF~4>VQAkj1R!FA{^R
zdU>R+M@>-ly)jM7t@kgIp9ny>>O|GAk_YclKO2XsPqUj=1nG7QY|5GjQ80(Gc<-OA
z-uEXs;VSS4dbI#v-Kd0~YvJEGlQ4?cu69rRQjzHq$u~_8ZFX?O>mw3W$6pP#Izmw-
zX+v4?zG!Bf4cIRDW{}mAu@xA28(Js?gCwUr5OajTrM}_Wf3i=EM6*%Fu=_+2RTNld
z5W(0jI$31$2_G}!!aoIRY827E`;q$A;UmYcf`VywAoT#C^Bc^UN35BpA=S{>EuVy%
z!KX_@14BTLluGIy|FI>v&5E7kM|-nv9kW{}YxpHs@f$)~7nA`{Nf4{!bQ_64ncqLS
zgnJQXNpjp|#<^<;KMHcQEZ4Z8a2-6t_sGYo6eTf3n9~;~i99oAZ?^0B4CYU<kBz&s
z?n!j6-ev@73+ZPo5R)Tg#4rx=nG+B>N`yYyeB$S8hPbkliu?r0WF5Eu!-$xCi1YX9
zp{t~~i*;-6TaU~<9%$z<q2E#kQ%s}?HiSYt>$5E~79Z;$2v#Z6PhQwLb|)?Vevyp)
z1AxV8Y+|@98kpEZO4XsbAkBjX*QK|IG4PZ_ym|nt8A&#1^MYOMfp=Y3E*{N*V#RI?
zBPSJsuWxX8@X>DgGIZHIN6LZa)w$#bY9H!+r8##Kp3)-4b*~Tc<j81I+f-P@!+rXE
zhTcpLjS0kw>xzS4m$gOMX*de%VS<UDU?NM=4EuI6Dx?Vxc9rq=Cu1O%c|Ts+b1gI+
zdSI#MX<W4`P>9ytb6mWIN8L4)=lso5M4$leXCtln0ktNsZAYVQXQyafY%WV4%=}Mp
zqaNBpS$n%mr-XBiD(_Av^d+ki9#Zg1@ROZ#%AZK2FhEhyQA6t>-=@Em1y^Ba4+<N0
z-&S73yoYI?ru*&PmTNkA*DQ7$Vo&SUv4B2wy^<d#fiL(^h+^|STBzxOg7Kh@I93-E
z4{lwz#===oe2>P4r3B{^A>lb!{y0X0z%p8->%Bli6o=DKCnO*E2n9$XR|mXQ8SlMj
zBe2UGg&pmwjRuRT1pyS94t9Z@PyksuPl!f1^5Yfza-Gy_0L%V^fcd6BxY?-}$W{va
zIU<uk!rEkFhtz+q21V0J^l>N-id1t{k=*w9tZ-0jMIV%amx;X_TEl#|rF8YpyyENA
zwjyW9Kq=V6>AZ-%IUYj|my9CF!rzd7hp~Qe0q^^gF0(FfTczXx&R_X(Y>4dy?LOfj
znT;3hL2B-?6=BF(+MdIbB*)|?0Hv1sgWk#CT<f^0r-6ECvXmGw;p|&MPS^y12R#Dr
zZne#d)~kMxUXC3%23I6Q!Bq<dzfJWqxO-wg(a8%dsk)K$dPl?xCQ&%3({g(>nDsh~
zeS`A4Sxb~{yJ#BnPuPW<3QjM5+4+!*bG=laxR%-`#kJ=ij8mitUKdpdT0*aAQ9f!%
zVE*0Aa*(6JTXJx6B3XHbK_n<dBySrx%?yg5v%eb#bsS!cq=)8EKI7Ap!YKur%Lxg3
zZxs_|A5bp|=%P_E!Z7%ZG3KU52f?!3*8NAG$X~-KgskHg5o`izn{AK}%wsWjgKIy>
z1)(3@Lx?r12QK$dU5m|u<}mq5oW(Cm#22Y`c-F@g)%eDGmy&|7`#6!^5b2i4WTh_J
z|MH$^W|R+kIPoGWU}H;KlPNHLV!;K9l0$KnAegEqwYq&d5S*eP1E)lBH*|a{KH;26
z@<FoIm6!5JP3x8P?u$ta5Iv@XjKg*kS18h{%ARB=$_$zo20<#211)Jm8_@M-w{6F7
zQIY3gaT5QS(D$aIv?nJQr}w4Gq(E=l)Z~$xg=9{a{U2o8g?ok9%`oYSQ7TaBgi-a3
zS!SJS6J0N})$X``qG|yONo+u#^&u?{suhasV7SR6K)hh8=Gyyn{sU$3IuwBy!F<v=
zyIZG^t=sJAIIk4Y@>(5RMMo5Tan@$YPZR4;bA0lT!g?{y+Pd(`Ou@%Fc{$+EA34@I
z2OeDZ80P$^N2lacqmH|PuI>GsOHX$A4h8xjeXos&Z??3o0(5CJ&uJQ}J{?OhUEkXf
zEK$YZEEXAn{3zC4o?<#Jb2k(oaYxxjbw$!;No&|c>bHSS;tI^S8rQ3cl>Gze)*+Bb
zObhREgfE0KCGDb*)}si_7K%{k(N*~z0-47POY^OEnxsJ+r;^lWw2T8!8vWon8$vc>
z?>db)E#3<ya&l`!4O;gTJa$eS2&$$d`&O<5;m4~bK_6D%Mq7Nl!c-+TDOqcaUMJY&
zyGn(IH!TBjCcScN`FNr%q7xatAS9<^t(?>@bcvtDa{fpk^gu+;+Ntn+S{5yb81nQu
zc{Dn_YgS3U?FRLBA7m1bkMXRD^i&e&l7TV{k2?0@@wUkjZ(xvq4B92^tD+>#h>O6Z
zDY>l#%t%pRi-T$9yHWq}>!q3(?Il+B;z4^ervalXt8jBUj7&Oo2D4Xs<*nONS?taV
zeo%UgMEsnLIz^&vjyb9tuOB<_uob>A-VKVTl@RU?hxmGWF~RwiIQA2`iI!I=*()oL
z&T&roKk?D2!Lt{f5reo7*5F`0TDgWdm8ax8^=)e4a6%;*k=L}JkV<=5-{5Td?)eWG
zJy2Zf660*(^;@27IF@F;FbU765NEJbz0#yk@I%vBj4z51YP{?CD1NZ}No7(ck-@7x
z+^eZ4b>Rrto9hUDLP~U>dW4e<Ri21kRA_PBd|}e=)X3OCK%()>pVk*9UE6U|Z}+(l
zhtTneAfZA;?x@yqbaamRE}1%IKdFeHJ3we(>L`D$quSKlH#SkEh|LX2Nc3|5=-byq
zW4#D$qXnCo%7IS$IlY<KzdMPZg}$}D3kqV=Pq4b>@rVM~g#>vo^qg4v{dJ*C`up1m
z#_d_ljaYa`j?J9jH`Hc)%}2G+<b>VNqAa(k@+&j%dfD-~nu?x~;yO2ly&)h(Uj#6!
ziDu8pooixZ6p6d6af#Pr?*~4~;!UP>Z^G&bYw?2^_mJ^I^MYGPR9h5}uJzc_9ue~U
z`d5EVSEy6zo>qof*6SJDv4u(jF434J_`p52Fw&6o)+oloAV3PKOu|o<ZXk1IJ-^)c
zSkKLly4;=zKa&pMi7Qno6u2!{0Y+E7+3v2`ZZKTv0X=l&z6Q<(D%wW0wuQPQ)Bz&7
zY>Msg3Wqlkm%|M7M-&uIF@FCb^W(+*Ev^67-1U-e%qCyLb3C`2xY4q-)Hg4af6DzM
zbxFL}(Uoc8p@qFVyebAt6Z)K*foE@R!TjYgFrAHtLamG2n&2mWw+jRSO!4(Qv?^8%
z67!*ri{CmJ*u3=obPp2}%$-vL(8->7JlV!>I6Sv)ey9kk${q~lGt}#^s@Z#1fe)7|
zyd3EuX3<x~6ms*eNctvQ<PeCy2pM+*i*P*-M(U%Sl<DuTfOgfqPs*MZ-89691#-yK
z3VMEb8@c(FCCJV!IE&RlwSj&yUNbCuLOV4vJV5?dS34z5XL}JD#aSa6E<JBl1lAuc
z^->pOtkds{xFC&gnCA&ymKN^R^GiBHMkcFje5n3g6g$j9%H#Zp>@}sFguVWps$Ihc
zb_AI3PjKZkj`5z%cFXG9z03NgDIzA0BJf_t*z{__ldM^5&9DgYRiR1h8@0KmhFi;f
z8n}$zqxQ2UUBA+7jFoiIo8QMoWRd}l#)Y)c3=fP71|Bxuh=1g;6o-w`A66yJhtLcE
z+)W)Ld2Hb2;2Lhb=EGyB?xlyu^fW{kmsXbw*nN6wKTTr1%wz=z;@i5#5k~F%hvUh!
zh}@Q49TyRt9NUuu=66aO&PohM__kWQRds0P5D5ac&atduuG020bgY{Ln#bRSuaaQg
zQ#w@q@~3+0R7i9%xN>$!ZB&~o<fKw&ORQxk9xR^^UERc`;6wcA{uk(Kz{^CSf9(0-
zsq)sH<#?h^`H^<>!pOifFZSr2+^emfGA|FZ)P3TNc{nei>g)H#7FUz+Fkl6*X2+zh
zuDA$V<9&4yTO_#!*=s77j8MDUIfj=d(C`wuqb>^NVnRmXsr<hjrypsMT2ydxCJ+Zk
zl5vP$d2^a8?wT32QQvsQZJgb6k6~2wr`RWzVl<gpR@9?j>yd-nB963JSVKhERSw6O
z_TJEQIOhZKsk0T|THdE^v<i()`N&`CaTZv^3E$rxN8!_Mp&Chus`|Q+j*im*Gr0xE
zGzy}InhI~fyEyDc^J?s9nSCvw-YA<{T=<V#l+rjnQw;*FcaMJ|#O6w4nREXWtI33{
zZ6SZGV}1EoCKIaK3#$+$8-kVX+I{bajxWVAP|yJmgr0=G;QKE7w&3+M?#yNH)VLXp
zGt?c>VSa>U+VIGH-5jXIM)ssS^!<TNYZ}v-%1_N(cQ27Lf0A!>=B+gz1Ow&~vGOQd
z1A<B06r<hV%^b(^nmIq20@*<tyols@n@UmBRM=RVrimwH2Sf-;g>6U|Uv-iIF-G6s
zEKR^LwfH-ESLU}){{&veVf&|0@>;U&ifSC}g(P1NgVzKvQjSZ7Y8)uguJTwdz*Un_
zsmc!X8{E2nFqd(XlzXw~V(Y0dUf{^RF`r-d#kQqnlPxzAq5|r(6J4Tg@z4xXjo83k
z8^!J`pC8<C`_2KO-{CK%=52Y8I9O;MjRQdag}W*O$h#nGJ=J^VxEm<pW~m}JTrwe;
zJ|BbynwzyogqKT_v8==5BdH(xb`vR9$7Hb1+gv~sROl=jt##9F{m!jqy4<xhVQyXn
zpSuuWFQS`6IZ-vG-RCQtQYKwEM%LeX4G%oy%>Rlvh8S8D@N#^j>8w;~xySb3V+AxX
zMNCSu3jXlv(y#bXl2hlUM&i5ZdnjZ0v(id}0$pRC9ZtCJb^9OKhEx(#@o~8S6>D##
zXhow)C%D(CI6aAbiiJsE$?W;aQP0Gc3aoC)PR(HT-bq+|9fX&P3Hz6p8>GT3YQ(o8
zD;k!ib=J4G)N-@(U32WBqd=H96@Z(k`wGh8+}R?;%2S{u8%~=Av;MBCZ9D>NI3>Hm
ziZ@*PDf-9%D<#Ix+!O5yGud!QP7GdiTOn4kvn{<JClcFTl1oV3Ctp4Kxn?nU8@$47
z@ZT0;zobZ?Gi5BWQ;#xLR`><3a*C50&dq|k!|KJt>Mg;rRY4BrD-s<*8p!)Q_ooVe
z*!k}kZAG|YqCS#qqV*Y9d8ut_&HKQu{C>Sv|8mJ3{#3*a_-&eMcu>@5vy;6xZ9#lL
z?BRZ#s!s;T{DouNqU2KIpxeXr`C<IAU#PrA<atMEUjfg`QangETI#eYpv2JST)9E{
z9CQ~P9P}spq#J8^k!x;T6=3*<qO0`c*)oE%Qi}gR9PBf<WM^=ZH7`B0bM466`Fy!r
zODzw-+-)`V`Muk^D#(%%lm<@3sORJB6xF`j@V+o^I6Lwcdf)e~Yh%(>R~EfyMm4|E
z+q5_8_j;^x%!Zl*i&yf^%2mMn01%h`S&@u&0%;j_|Gc`C51lWg06^5O%tcN?yZ3&*
zUye<E`#MXp&A043{?K#5&$`)qkq*??owBkWY*^LhGXkTY!ZZxQjoR{M`GbD6^H@%{
zGG8)U*O>Jtl)E_GAQqU_o=7swhg#qJ6zloMBycOZg{dkfr%^17SsP@>In{!P)vvv1
zSB3)ZBnv&CI7^LGtN{B`u7PeQ>7{hN?>j7jintI$a)Oq$mW0c0E$za)?Vl$4VMkwU
zf{^%~zHTE%t8n2#4A|XGTYjZ|cWZ~>za;#2fI^k4+7<<OjCIU<xr$^~t!F~nGNsTr
z{|E#=5tx6rZdU<K{3SVjO3Xqq_<+ql$qiGcnm1Y>ha1On9099+^RQ?dA(G?rv#s&)
zt)3AcIH}fioOD@UIV3=~q#e*{W%f5)q^Ly1@9}LWDc%UAZ6zS%Im17GIYxcNBeFGS
zIIHKY;wNdPBtu=rkQ4K&JB_O^MVD0kt9$aT-w}yR7B3Oqu1;WR)$m7SX<oFooOLEX
zO5*;alkx$e3XrqZGqJ)(yYXk)jiApN18V&vN&4*#@r)An{dtDcv%HuRDWQaW%Ld?|
z+o8&9LYB948BO&91aE8*(x&EFlS?@?TQKVt>YXJApJf<drOSJ_R}t)rRfe!I)D*n)
z^&g<WlGr7=k7W#{mri2e9(y7DkO(w0S}SlV0*)5lKxG}L^|b6yOb;&wTbzud?i5I^
zXSCgxtJ^HCb?uz`kwW=kc`P4RFro=rH7R7x3CnEWp+~f`)Nb#z0rkOqFJm_^wgHhJ
z2_fgh+r}M^gaJlWW~_KLoHlaFf@;lImUh8`MFDJQ*}bx8C?8m8p94yL2`8e=aTtc}
z5R<w-0|NEgr_zrv1fg=3pLOle(G%d+@k(z5ty-{E*7w3t>+8vycG<aCg&%yP&|4hj
z(Rjf;8C=L9E93Y-m7RnHyx+AelczJ$ePc&ZpepHDs}mK>Gh>oz<<!YLPqPR5?$1e8
zmqgfF(??ONrB5#35BS`TAaAB4LEEUpWU06~z|yGtZq`!CJxNGix!#bJU(}iflBt-B
zN22ko9~I!stukjVt*)Zhc7k_^dDLpnKMkVH2~Qb*BX{;kPtrEJ<yg#adYcK9{p1Zo
zs(Ly|tyW-V%E2q<9@{}M+zy$UxZ6(h7<ZHVa9hExiib<)54PCWD3tf-o0X4rrA>O`
z2hPfzg^8`S;Cm13qDrtAE5VYq-cheB+*IeHRbub7)U1$}34p#{C3oawd4St{LFK+)
z5GBoZiMD4uQlCR{a5g#j?u+dA;(QIB+#>8zEDFr+$8I$wPQF~E>5@sBXVGNud^z#r
zvq~qacfC_n-x<et1Kww^q_qEOkLeD71jyWxGi1D8C$?n5&F!MlKUb4q{r>Ce$h^?5
z>Jwoetmxd^hpHp)^_^CyOPPm+l+LEeC86eZwVfbW>YQbFbcCwZfZ-45Z|98V=P4)b
z%o79WJAQCg0Xj*bT9+7p?uSQw189_yS&Px2>Tc_Ld*@!*eg(?<R{6o)U|i{n9FQGm
zW-2;6tX$~OMCB&2*w~R$t0tJ-!}J5I8N0QV;e$@Kt)=4Gc@f(;x04B}NZ!23S8IY#
zuZ7I<$x!VW6`jV$VHBxywo;s&V}TWz1h&-(vVRwkL#4V;6i$MJF3W3vs4+*am#OgL
z0Wa-KN$Bwvo-0>RB*Ty-(4)@FA&^|*j1h8|?;SX%Mc((`UjH4zD_og^^SRp{20b=t
z1rIxiQ~hVP(f40?Q0{f7xFcF)qKex`%i=7x+8TSTc0Tf~q1w@&XleNeY3C1`Z+Kue
zpAXy}Q3^{8)Rm8<|L8->1>1t`t%{h-JH^I#%&sft{NL-5F@;i<8tvjmYXau#50;tV
zP572?QOGrQ5YvlbL@Q@TW_g@d%3MTi%N|qv8esqTXqaey`AaoD+zRN&^)Q@ey;VVp
z=i=f;z4Es2AEtwdq6!O1RBW*f6C+h%+9nDX$a(hBZDCeeweAV>BX=-G@uyZUZum=F
z)!U)12@W=wL2DT*B&?4mSpbm|!_*DTh^}9=vgsti0lHKvweya4>M15bX?SN)?{#}H
zexf3^t1s*D8aV7a!j<>ploxr?HY|x2!dN#cM91H!8bMh`Ts$;$J;)V#y)B{7LdV3M
zlCT;c)U&$K`dW`tqf;Ge$n~1As^d?5<q)O?tqeomrxNW^%%Jeg7oayJUC~A|E*t6}
zMMCfW4h*aOER%JqhvaE5ap!v@BdH=+8pAYD6`E?4uI&$^nuhTe8L`JHwg$=0a=~Pr
z8UL1z(Bn?S${(VaC?9dK(wV0}pWD>fjfUQup&#a>i`F9-8N!t1J#58iaOp6jbE03>
zPJRPIr0>!72HV`XfG`=m<EP2*hZq}i4yGqGUT;DSk8u2nh+ZQ%WRrs}d$6~Dj889>
zk0xoN#Dq&CHhpv7l`7}@dU~BO<Yj8p^vchueR4s~+q1O1S&+wI7VF%Kb7W>9@3ir{
z43}FW<?rITB)g~v%6XzB_9r38EkSZRh>wgGd!t~@K1Vu_8Bmnit|R3|O`SRDDDz_}
zK>}h^X1{4&r^Hc_;;O~_{_6}qoDQ7LfmFMOh9@BlbGeX^OcWj(JZh{7DyhziW@M4u
z`cLo8@uux#;taY61yp?{YOS%--uC@)N_0u)AE}~cW5)5|v^LwQbFqyBH`i;Ega<w$
zfvg&Yu1Pv&faDcApJ8Z#Ehv@m=&bz!&l|rBCSN?wS+;20XOc~AV108|9`B#iJSU3w
z_3L$!)YlhVO(KIzG$8&>OJP8Uc#PAUA8gR1(X9m-TG%j@II*RP9@RlD4jTeZ^OxeD
zeylP0^K&D2bpTrQCE^A_6o7q3Wln#A{+LDvu|$^u!Up~q)Ty-?c`KG>%%BYGd{7bj
zLH6rSoz_MFvBoE*5$!y(4v0Sp?3tI&w~^&IURKdL5NO<Vk6_~k90^J~CU+TK#iO7&
z1}Z9nSnJCRrocQkmIV98#Krd&EFC(=3VGj~N?tF{hShjel8cjJ#0wwYP>pO8KON^W
z_4onT!9<$+x;I^Q%}5!~GM_S)b6WJoH?n!{1sTigQ3_e7U=Mx9;!E(+0W(n@3eIK|
z#`=A2g+RehB%J5bCfPFoGH}qu7hfdef9S`$8TrQNM~4+sxsf?V4JG+va-WE^q;S=P
zj>`d>3&}aNc(c3gJ5Jpv{fNo_HAsXN4hXnJ>k7n)O%{*Viv<3DR!O68(VJ!#b=AY`
zvx@PJVBCJk92kz;;B|Ae7|C#R`CdkrCJY&opC}62CVi$*9)<&^hyDGC=+VUH$!MQz
zQlEHs^&Vc2+~uxYP$ehdRg7#eeGhWSac@Lal2KZD$IZHAY8|vOqcXDZS#!4dg&1g}
z*duu|Ay~VeQ<QEV{<Pzc_k3q^vsJqE93Tu!74#$_hyVTNRih?_>6sFt;q5%9UrY{w
z3-~eMi?X7w&K08#;kGG`Jas>F(zXK{J=lH9H=14gtmR>cQVxRv7?K<Go`g+%@W+AZ
z2Z4pp62>zdm5(mMkVRG4WBTIII1ozvlG1M$_G;*<QL~A;@nfaqKTA>lxRyv&CRCtV
zYVh><tDVeOM`ht`uFM>6l5y-!9457Smc*WM&3mU>QgGc<+k-9v)IavpGR4khUC-}q
z#MnIqDWa1qhKyTL$0d>H8gd!A!{maw_K13Awl{L0*43H-SIx6hDf;I$0P0ZG+;ON<
z-wa)vCXk@>$eVocCJz&gjtb0?Z(Kwd$A!jby4RC-WiAEl;zeqnBuw0h5u?`Z9KqX1
z<;#l*6EwMxP7qkCb3aqE<?^Q#Ph?rB5lSGdYx1!4B^C>9&}ya;V-sWV5)v8jE}KQl
zElRht>leI6z>)qH0E2Pw1NhrUv2f)u7DC}IYReI7MJz|7d7pXBe}zSux2fR9%@$pq
zyH3dR`W|lhPYb+Yeus!wa^9|_-ygrT&)f=>-s>6=Y|f0gAN#Y-9d*ahS0VdL5G;>s
zOBrn2nT3BTfJmxd#rU`sM^x@TGwyF*BGy>A;IFbin`Z^mRC~#m0S0VxD}nLtGHpli
zwL;MYrC)fWi1M-$$M?`f(dw?Qo|7*oAG<RJY?iXkuVvmcebmv)B3`*O$OBGf?;F|(
zDZ)vaDj%r}?IMK;JCN{|za@Fiq;6;rm3>*)p~#ORTj>-IeIO0`a8WHG;4PK~;wYNu
zIzNGx?-N+tnu#fC05&l=o+l#spST_RqE{IdCZw2uC7AMxp0Ad~7sd;I@$E@C?RS^P
zo~IbV_{C7)+3b|f*`&&UQ_xLhu2D+?^V;&PwckQMh(4cZ$$$U2nNR5DTcs0h!zPhW
zjrNG6YV_&6-Sp??Ef|eL#oBZ8GV@7m#r{{OrVuKLW6@rCq*Sm^s#Y6v!@<o57T;o*
z7Tg{B*ntab&D6)dc?9z^gnXzU#8Xzhc*9z~=pvw1;|_L^>E`}?%Q=;p{(|y9?D;zn
zY7`Wg4hE*+#zJ2f1VC+omvrbHWwUTkT7AYpFQx{GB{ICfH(|#@quaetm<!^!%JGN1
zJKMQ+{sE0nWGtYY=8%&A^I3vqFw##yXXdyY)`Z?sUFXKn1%KUAc%XZoylQ);;TS8C
z3bWUbZk!z4>X_<ghSpuEBq$%e%?$~gF1vT4MBBpUzga@Fc>(i}EqK!Ar@8v_-El&x
z*)w!(y_ig$v_g1BT=-OJYAvHD^9R_n5JWK|>rRI1k<qM$NUpUnm_JI2Ih!_(=w{&_
zSv7k$OO*jyt^KEOR#$H+DEed=-nWVbXzEvMu75<%Ncp%o6LC?h$(5bzp&_pA|F+HR
zSy-@Zrl9urxE~1Z>~Pv16xf5i6(`@)n?|6x51e^EVbnLR1VWuPc1iVOmRapGSTbh&
z^g03vP|P$j(L4)^QWI%RMK!4(8h^T_AihuLrLqy8Al>yF{0rH7T7vmfhYj(K^$Z5a
z9WyyXh6$ueqh{$ogPiRi{%)$tAb|dl`&=CfnFy4=fr{R!@kR~l|N58UOOO^qboyBk
z7sY>4bOaFTzaD}A##p*=uo6O7dT1~+#sA+)@ZYTP^sZo9%KsQj5Qyl%<iDs~CB0sS
zI2|{H9TD!4p5(!lZv8Ku^-NFkWJ_-jVMo|W-wI)%_@CqQZ`<XFAQ1llv%q;eb*MB#
PLApgK1FA>R|4#iccv$##

delta 24836
zcmV)sK$ySi`2mLc0kGx<2`Yw|G=2jB0NRu91|ENY()|a-cY;kIFQ~~X1khD#S5Y?G
z-bs-v2b^F9FlU=4)oTCyjv+72=5)$+4<$CXhsV#%JY(N|+84R;N`+*+9GSR-OoNsQ
zPg%JcnO_&NH82gSNSTtHmvm&lQE7e}|Nh(Ej*IPz^Q{2@r5u@=Qk8GpGRbH`WQSL@
zgq43a7X?u;6dPMsf|68bl&T`P9fW#zL0D<F2)?)lgRj>tp&?J|f|jZU5i}<X=*x^%
z@`zR>x4;!dZ0pKOcu@hwisekbHK3+ZB>w%T<btenaC?tEV=v&>gFi;lILDn}>1wNj
zC4x)7Rvm!0ThdqlV`O7|5rX}73~obmZ9#uuna<&fmFRttRquq=JA+~L%V-#+)o8_s
z;C&FyJ8^T&@!gu`^r@AuL8|IADRicC)5wWbQOXoeM`j;}d`Hg{;FYMWpk_I&I>Vte
zH0|+8&NBf6$o(W&RFp)~DK8aB?LhrkWz}F$GY%p)=JfBH2@16X5(0OiC5cZ~az=kt
zX4E1dnNxrHRf300#*&IILn^n5SIb!zE=j)Of~gDyl2XYwWoHAUdevckSqb(E)R*rh
zO0MhSKZukhIz~3crRCnf{~RN5LHI`@&Xh3V{XTqvWPBm7kQxv`dZ^rch&}GUl!@^1
z%eT1a#3%@{6~qy;+%Ar-AVNKB7{`Czffu1E9(2EhGot4woYX2iWL-m#Oczpowe(2#
z#}$nHnx$tN-_YT)bpKOxT>Gva*5}(3qdR%lhaMXHXI7?sH!>~kfKzXm!(FrZ%u<zU
zfgu-6+POa{+ho8Pdwu;K)PZI;GA|f~Eu$D7OE(vc?01x!lN6{my-_ympM-xCV@FpK
zv~MJ!T*09n8Ur11IJ1PWHx&0NZZdkrNJyT{grU18HA9Trx}baYAl3K|dXOXouGmGB
zJ{r0fin^ZV4u+03aJ!B*bwele`cW7Ko=%p&7X1I?aBM2WKi)T*Wk!Tr2$F2!mYUOb
zKqRQEbqILACmVQ!0Cj<)8-stSTs%Zp5cFKj3*)ZW$Kf>c;xk$8{`!MQ)4*=NrbN|H
z)4H6Sv9H_sFngL@w-bk?T@<1}4|Qe^U;mro7w|r(HyX!JHyTbqKQ10`w0(#cFVFF<
z#*@b&oZN0dna?MGEuue<TiE{?P`gREZX21}N12R&00030{{sL}O9Qir3QqzGGG_2-
ztt<clm<*HQ3?P47b0ax&^}8ed9~6pxSckn5>q6=ht=?#oqPBb5Ylmmoe%44-H)ADH
zCfRdYhyS~?fJ{{0iUrL03xC_w=tC3|naE5eP^aGg@#mN4lONZ+{bu`mb6TBEPEXda
z58KDh>zA9;zy4+Qhs)EG{o(%g@&0-Hy1qI6WxYTB<NJSq{D*fxZFhg$e_gK+C(y&|
z{^s=S;qZ2Se!hSBx_-IepKagPukbHV+uh6k0sgxCa=w4tt?wVhk6xb7>&awx{&K&0
zJ&iqF?{fOsK0R$7*30d~x0m(nA$GD`Ki?l<{QIw)w>|at@{rTr%l+<e-`@W4uzh)h
zE`HcNZw`OIgicRSULLMLetF&Q?tgd&xqq(O`-hXCckq8T{Qrg?6WYy_UN#TA?SA`o
zID?+g<Cv}ZSLavf_YbKjD}PouReQc$|G4QC*mqU`x*=85)K}ei*8IxOW~sAox^~y!
zHjg)_|1-h=_Xqg1>i%ca{}27!|DL{o_qYKKcT#_y?AA{=ryr{8&rRK&p1*$=Ea*Qs
z>!0@QzfbmGw?EzOHjke-uWK+zFyzDi58tn!*AIs^Jhy_sZ{I$zpAL)l^K;kVWOjP;
z_wDxO`-l5Z!&mT&^w&RkW(%mUv9t6aw%fmTPy7fyO<-{Q&~G=m`-j8k$93#;RZUu0
zF8_ZW1|0qZqdiZ<<^N4XUxoGY@4J)7_0#>g=fh(A{9l{L!&i9pS=CNv_4Jhf=|8qV
z{b{}V^7R11Kx?qP>&IV~>-_^P1sK;EfZ>4;+h^z<{`cf%)2(SR<@=w*pFhQ(YY=LG
z_@xsX{_)}4{;++)hgR4@{3+N#_$mB}KfQmPoJ}t#P1OwxySO;o1!z8W0e@l_)2p+~
z>9n0)UgY)xa~k@9Ke3OtDjWtpDs%yV(j-jJ+Io6%$wh(L_+h<2tTx>g9~BEsC-et@
z(#-HV&FlrHF7yI_VlTbYlY*i~qe8$LhabS7_=A}%#SxueVHfac>O!mZxa<{}Pqcri
zZgE7D>Q$LPhgGsn_z&vG=(V6fGS{lN*QwXvk=d!pUaMJi+1s11mh-sM!unp`AMW43
z+iib30XGg~-oM><L9x2-W~*DW4gBdZSy-#xk3Mw2x;d@G3hWx@u>o`qKi`AX`SE>o
zarN%}NAM#L_@hO{RA7e*R8MCTw6uR6)mIaVx%E1lDbUIRH5zp1fv)QGxO14KG*h4{
zF;mB9s6)d{MlTnpD7Hke)io?)19-S@*>o*SY?-B&TkIyZh|z%Z3r5qS<!E9H8%=EB
zqrnz78tkTTxkC(7X*=yTAx7MV8*XXG=dVNGoKCs1fR#%_m`4yOF&R{QsSJN=5iwmH
zNgxQP%IXj#O!KNzW{04wq@9(0exrYNhnTQd#C&vqD1SaWbeIn^mU(R9!Z)>EauFkh
zZ|X}WJc4Fn+18VKs^rFhXL4f;7-zrSjo>&w4w_DS4T`ydi7%Lo4h_~Uyv=2!Y$JlC
zZCogi6ftsol=Mr)q}fr=Svh~tX_Xr85R)|(5McACV&0)UCr(ze&<#u0Af~+AEajVD
zhn5Z`wy-D12JS$xg*g!HhB*+#2nW&|s2DM%0R<!O(6C^@LG{jIsuVMiAYmjk<zyBS
zGvYuHl&qwWA;GiX#(!^m!B_Ut&4pT-cZjKRW%_Zci`oSi6X3#ROv`_gw+Iz<c~F54
z0$iF6HZi-w7H&Ay#4LxpVx~hVq2b<X%Ym0g?=CIt>>U<Q@8K?$Qs;=8^4QYOl!I6h
zN_gs->T5|T?jvdwf(X_2F$kN44I2kUARC3cEV9IUOx_SW;P$jMEqB-={9n~OW2vdK
zJfVv5RcLBj8BN(pJ*|KALdUN7OinAM%_V}SBYML0rPtFP_3o&kC=*zA8|p6k=8MBL
z-4RNJXchlHBB%lX^7MZ3Z-4#sUw(ggd3`s#_@{U0PhAq<s)_uRe!(MuKSxrNWl_D`
z7<3+6t~r&~&k-e*WYQiNq|=@RqS$#$Bj8#~p_@=25f#ci!MT5b;w^FpL@)=F8QE3E
zSPe6flDvw-cR%0LTBo=!Na=d%fE@pVBj7WDBj`7KAF(Sw0}&Kj<P3;3V|)f;Iv{3%
z5)D2BX6bq$vve)UnE@ODp8@<Gp8-r{lA=CUtVPa%NL$8d0P_}Z1F?y(i>Xf17nKJx
zLB=K>&J5rP_zZufM5JE@n9;BqU@davEE1H_83-l6;0Mwwpe7z@r<Gm?K1%2FggWlP
z3B@J>n;?{?Nx&wy5O|B61d%zx!$WPfJ!`>r$0AQEn2x!LI#w<CBEcpZx|G9PAV_4g
z?WLKY*gJ%mE&#xGP_4C<^DLXW5-6sw)j&pHi>z$iGGc#LCIpX7QgFQs4v&F|Da>c0
zw)aay4GV6c<p_=-6nr4bfx`iob&U%ivo0YxHc6R`$`K{zXQD$x7!9nrktKnBvD_1X
zC^B192OtpdotH`EG7;I|_{3nI#k^&WO>$zCCtMIpPK=Higc_L`lkBbVha(e{N<)4b
zMNW)J632fh2J1z9Vz7x%Orw|oBAk|hEy&%9nHcPAWMUA-Eyk%@S&MN>N5d8)vdr;`
zNm*teUAz*GE){`43|Y6By$fAOB-Bu~=oSHdcI%n)M0W%lah^K4{0$MsCZ4rTJlobp
z+z65dv`d|6V^@7dQHycqJj-#cDG%-9Qq}u-xlDh`^3B@jo7g1x)5fo+Vi!N~Fn%=^
zz%Z2Rs*v+6V+|_@<jhXWQPu2(9m+@Sqv>n7pRlPF27RT1{dYb}<qV%aRLe>nQbjr;
zrc>h5G{|PkwO3SAgIyp<7W7(^4d{xV0<7F;=>i^sa3!n6<RkubTj>H{+*hVYbldZP
z4*P%ekE`F`{jQo_-~Fz={1^B=ZPb;6{*M1NnCRF0-TLt~-cNvkz5Wi4rcU;oa7BQ1
zJ*}YY*#+-f8SUqxQC;yL4V2-!lf}N;H0rDaTy6!hNra~hy&Xi5P;q^woi(A7v(_qh
zpQTkypaB)*Kezrre@c%SQgJgO6)W%Z9shqRS8-G-L^mkk$n%cRLq7?ZK;U2D+6r0)
zSR}IwP;Ebsf#bdA|8Ij6x>9P7yAq-Hsjjr*@08lLS0>bu+HVnXG)Au+koC$0Lggz@
z^b!A=Y(rVrr}T(H+o;GkRL|e>pAOiDS`D9%{UlWDe|$fr`LbPHV|Q`bB(!Ui4FrEl
zzuhR8x+GN6uD(3rJj=#hZ$RdBhCpVk7h^8|Gig_u;ivS7LG9Lq+NF&s{B%IO%9X)&
zG(0GDelnunvaM=kx2o7AwQF2<x_`jV=^LF&Vpn}Csc(IF&$5ccLkyE&qvGN}lj77u
z`IH`^rZPBD_}A-C<V2x=FKRapDOP`J>ARt>nM+qb@AI*rj3~BjtKHbGHZ}>xPLxI#
z2$IWoqBoR;qGikS`=FGS_bjW}w4)ALus-g<K1i|3X?{wNaMnmD`awBN2GsA4{UqG$
z;Z8FM^7+_LMif?70ti;9qNua`)^)H2{!S^(_}O&i6!$h-VYk@LNECGjWVL^q$^pJs
z<3E#Dm1BvEu{)nE&?=2;*uN?(k9pI;Q%1B}R=<EN1b9l8>KE7~XWHaOPW_@XHBjs-
z`B%FPZLP#fd(xp<v<?5>LU&|avKO#5iqJ#6E={)%Ykjc3K#(wJeaB--pkeo8%OQ^3
zqC`;-rAuWcitd_IJQnR0?i_z)nQJTfJC!b}t6v04ax0g)LV(<EnJthkJ`B{nq4-dw
zZ@aw@J!pOF?LC6j_Fl`acK7-$Y2`f1(RVr)3yx{vkfW=x6xexyOSg?pa)E2P5hUf-
zhdTsH`c}!!%6XKPn?PnyE9yK@)hLoX?(p~-N9aN8+uZMrzmsyC`<;IX8kXDHUz$Kf
z<3YIx?lM9kDw5l7he8ipZe5T@kd#~RbqO>qH|+~}9aFDw8jsn=N`04Y6k5Acz$R(u
zy7Y=5DYxDy5NKF#y2o@>Zn;nBjY`U`^XO2|oSijOdPS)F6ND<PZ?-n!#wIyI`m_^4
za)NaFMxZo7%2TYIM>&6vK<3*6HTmv{yTk$7qpQ$^S`Zg{qk$k<{ZXJLfs)+%blZ89
zBe%>*hvY8H>{^@IVUy7Jh1xVO5G3W+<!k~ax%D+>=TVN_BC#7f)o;rZy8u@K&t_Zo
zg+9W?-$}XkjTZtXx%Jr-0*)s*1Uh~Zw=GNT0$j=MBz6}%lgEGGNxAiYnm|czT?RwI
z@$H!da*RS|e?w7`XMgaEk+(l$X4M}Y&s#d$NjKfG1?C~WKSNFSb(!vtZt_8+j}PdZ
zQ}%dlVb_+ig+HE}*d1kR64x*X0!eq~UNA<?m%tUVE6Qr!&qJTmb2d}Gk`N>;O1sx3
zfd)@YyhoW7ia>wIkG8v;C<QZt85DchDs-U4Zgs|tAXVtlDKnu43(C&3Y(W`8Q2Zfd
zy`$e5rxNN!e{#BQ+52lE1?k>$D3~wIy!d?Cbf~^E^W~LjC)(qNv4rc%eqm^Zfa4yQ
zK*zTjQ=WQ_uWC%FxZL($cx_G-!&B7tv1+1IPC^Zq5D<SbBKJ@QQ|g;%RO51ELdE5_
zb+`J$=o?FX$6uYBjuZk{2pExDW>iBSl4n%oa$`cp<;DaCf=T}l>ZRUVb#EPZH|#}l
zWUn>Gmo*7Br0`n=h+g#Ti7N+WLo9)^uF!QC=nI?ymeu$qdD)lVc88~^MKLpL0`CW<
zDN=wH_A)|Z8(BAhrab!^w+*bSak0JR%a}$4$xvxrAcBU)wvTd@F7v8^>e93*uL@|$
zIl0*O&P=Vt_5yz=#BPk(x~Qg$iIYJa9t;L+sLrFTwh44RF`AQX8y$avJN3sZsI#JU
zFrbyxw#rps8nGit?yGd&1Uv5!NOS=e0mp5eK*zJ2Sy5IO&`NA4tGm?Y1N@y7TRU<B
z4VH@#Fd}wVJ#AK$)CIH>+ezy5yPFIAofKP_PYE<EwtbYdw6m&YGoI5y#5=x04rnE|
zlhf(9;urWkDYmYb6KH?1ScHHPZOfEyAb!nwN;fXHP3b}hsy3*JA{GdeVw*SpG3^@`
zJLm9|#)E5nAd{W(ByC)5o1}#fwAea>N01a-RXmpjBC#jR=dGMaIYus%v>|QtByCLW
z`Ha$}RP!+{OWq>(NHd-ojX%nim%{JGd(FH>JnDicBk-s^4xNASD?y@zE#2#tY<HrQ
zlJq+UGBi3aNcD6}&jYjWpJ#}4JQQcrkyF7Flu^6Bz#M_@KkGMJ=LG2Axm!@vWncEA
zrv5#=TidjvCc#lOV5b*6;}|ubfR<}<+UWGc0W~Itc6%DQOMSu9gYl`x*qf$WbLoWc
zKnOn7_!~ae*u;OQnm0*f;E{ZM7Huq@R%RA0sA{!GyKs6kUd;h<uO<aiu{pl6a0ct9
z@Jui8$iXBhEojyn0&p#09OYWTCawkEBnMv<VJ~8g>wBJK3lH|Ker0Rng7gN_0W}kS
z@aTcqzCntnqUf*J3r4S`7fm2>k-}Tgw1Z7tFWAKO!kd5O;7elRhl>~sxn67$p*5Qt
z{FzXmCT3fDpeubq=zxaTOG)hga1moK7tPirrkb;Bfj^U?>2oj-WJR-&8x-wQ#rorE
zdO!n@Oi$>5En?JDowqrlW~Q@rw<o<F^?DjwO_w}&gButTEyivxnzQ4d=>l4Kh{{{1
z+JQTu##Db!J<y<NJf4q>7ApZ<H0PR(xp8;tfXp$02hs)Tl?NIWji&+QqQzj%MYBbM
z)*OLcT2Q0!hAtgYtFMEvyq*R{<N3q5Xff(@(QF>jYFk@$)R}=ojUA)fwdQ~rmtDM~
z?)5Y%8qX*|v|k;$E-~(>$fZw!3BWQ6YGRR#npl725=|m<UGj`#TrVc02*1~d()ym4
z3)1B{7o^__K~VRmM1NAwUb>dD@swg*wiw;H&0)Of&(bd`EiN5Ut1GMysM42URtU<J
zjb|Lc$>=ckNJgi|KEF(77b#t$CT?_y;znnhR`^2@5&Dw4;%UaXu1uP7>BW6rA9X=G
zvvq$#I)g%x)YXuK=-9l|Dc-1T0WI<jY>|b2eTe6P>~6~KNoVaefUGrkRg`E1w3N+B
zH1s`$1^!G<fKCrxkiHT~1IUxDDATyYlz|qKj;V73Fz-!GY#~t-TS&HPg-y;vx+=;c
z0$M7>rUzB4@2%m_xI!Fb^LjGIhDl7GLW+Nqh${^ANg*mM%?ZF2g1_Mk!6vQ{)3n0A
zJcX$A;CL#26>|U<g|J1;wW&xspxUJ3F32bZ2au<bqU_<yWDnRPWz$#MJdnA;;ewR^
zzeP~T4%KH5tv=eOVdl+1QI2t?Y7_chl{o>pN!r>3p}0w!a>WW!o=K|YVZ<a&x#EAy
zx$~fNJ_l2oi-;~rU+YCsUS4!nlt%<KtKk{4Q37y%V5Y%c1U7Mfn5Gr><>;fDlw=6=
z2v<dFoey}RN^iV@9k_e4?8;`QgvwI^yoy+m?|?Lv0;K%XHo-s{N@R}JM1|?h&mM%I
z$qyf3lQ^_#OhqR?u>0k)QyU+pe9eC?q2!ko><18NWZ*&BzGvXA#A;HM14KBlWUH6}
zD#B3CmO*M`>maqUg&^CM=8EEZ{K}0;R;Y;wkZGe!a6U@sk3LE#kREEVz*tR+Vt<4m
zJ5oppp$L1ZkZ?i~gU1Ttn?%_=6flPv$mOhC2V_w;N%Z^DA=yJ6ne~#G4AOtt9sIP`
zTSpJ&Nn`tJ^~DYNLX%T77}`9-?c|c(V}z?k;+-z&EQ@|9H(C1fkcX=D6%7#3Nf3qw
zEDG7x1S9L<`A$NJMPj3N!ihz~<F@oxf}DSJ8($&uKFj2(Nf72!{7o;uSkx-@W$PxD
zpz+Tbl_~Yd9%Ks8nyY0V%CUd{^htm|OtscL=mP**8Fm#2@9Fav84{{}xL(Th*r7Zg
zPi;J!5z{`m57DOVqb%wok-o4Gr!+q^(JXQDvsA#GO;irbEYw><0qGyv9~fK7mb?mF
z_yyWAmHpU*E+HFMaEH;q(c7n`+ZX#fLHvLRp`_F}FkzE}J}YqN7f63?cJ&pq?+bU^
z>P?h~@>ZR_E@+|-=sKdL)Fr$9Dv;wBNR0_VD!`b$l6d>Mr=~Ws60s+-5=|SJu1z_H
z(}X~MpDPV`jTp4W1w36lSP)87G;{(0W@-}vZ*k%i#p1+M3NI3rBnlvpxshj^V5AJC
z+?@*BncFTTx9>F$Bf)=|3!<^F$=S6KVI$kF)IaabY`f@@d_Ps&ZI=fdyf0UErjcLg
zk8qyts|*^xNrTA&PZ(?)d~e3!Zk@IjwZZE(`uL>^B=7l)fq3h|X(p9T^%XeyTu#h3
zy4U6UZL7Yk>!Ysp4MzsEqc5q{!@R~60fyC=9QwASLruSAC})4D`~h;=2)g+3Y=#)u
zQ?_e-XpdmRU?R~Q4j74P10ykQU?j24HIkD3I!v>3W^bq<J=B!FDimMP^H7bRcNn{K
zwm%rd13h|vG($G^{=T2Sbs0bDs`5(u6^~}r#-o{S18HJ#b~RB{c(0I!oadSjd-+sf
z;DZJ11XOdQ!b5*m`t$+BDGAPjN4!8es<2+`OMev+lk-%A+JtgUAsv<pZ&S;;Y<EuN
z-R!GC9w+#f34R{ExH;gd+`g<MwYzismb=^6@LDR{!z1ssut$4<-x^++%3<nmH3tH?
zI<K#RtJjs_u^xBG$h*vk?r=-D7y7bXe2&^?+o3ys)$D&Ow()k7*Vk~KE7+Vf1hf?b
zhakB%@0C_AO5d*VP@aI!wSYn63xv4&z5@Akg$C_)zt(QX942AM_#9NF%PFgBgq2u2
znLrF%ARunwnUit2bX!9bP`N05SJgu~-rni!h>4aR1Q74);6=HL5Zv2S8~66q#zV1a
zQ;I07=Oce_s<1S>Rc|i!YeAJmxZ3DXXT!G{oxb#Y`?ns-@%CO{!waq~`yf)&!7FAJ
zA%waxT@dPW>HzdxXGbh(N#Uoz?&}ou${{Ch^yd^8F3KjdPG6PXcp@tEz%?*?=5O9S
zB2fL-8HnT5@Xbq3K1x$V5Gq%kl4Jt3<6QmIUrm1naU9fCzyI%|G;=vP@7PzSID#~E
zEdI_bkG9i(BG5${SM8uGbKixYm@7`n>Hdcbi8i?pbhtnpbH$8)c>Io;k21%HG>E(d
z2f_L|o-iS$rjXEieV{QJp~DT@G**XRU;5ToMT5wcu<WP;DL93M&QXOuG<8@&8+~^T
zKEr?O^ra8+SA@#7(z1*KDKdqGPA#D^#}Xd5ruC98%IeTNf*88oUI{8r*r1Mlj~2-=
zg@jK2(CDk4@j2>vrZJAw<Jxp|SajSFcq}QbWk?v410kVPa?qcLT2vlirv6kWSgGyH
zNqZ5MYo+|ALWYD`{AY>1$9Y*>9oqATT7Q3X2PAY(C2Sc7QMnTG`bdU^=B{Do5m)N+
z4(QOyR-6xhTa>3m97Lus<=IMxgqS;U9XhFrzKIADIw*VW>!3UdixL<?xH&E%@?`RL
zm?$?{)!e)fUb!gaX*`sEBmCCy%jBgr)I3cKQqQq@m{%T&rv1FRi!#@4T$DN0@=$+_
z*%ymPh{{~Rg1<9E`D1TER6SQ_e_late6L4sd~0soR@9$&tyXYpW+=?&A+>&$Yf(9z
zm$mu0k%w|JZ|o~q6+EZO5XUAkwchc7I3CK}jdW0+I7JCeAd}1u@35R~wo)7VTNh<M
zEass+af-5)K<ro`j!h?OTXJ+LC7pl!A0Eoyx<XX0v6ZAIpdBZ}u$yoP1(92Q(8KG?
zxnqcZ<%(01hk!WF5sCiL6|5a6ozO=&OBZF+D(s813VXk72loSlJu<^P*mMFu5HD2$
z5?WNHk6l4R2jxgulynGI$Z>Hz4oLGkEGV>@w;gJmLpdlXheA}Q{Ry_m@gjc^kty;U
zG4^!UMVSJEgYv||W1qZKNYFTrmq?H#k*9<Xxniwf!(UVm%5fMT%Gw_dB2&V$5($we
z4!&$y5rWsasg377)W-83+qR<qyu3%yE@o)Q-pTYR72!}ty9b2H8l5#jn_@W87W>Lw
zPh}@D$Z{wQ5U)cDN^JY?h{J!6=vkmmPCOBd5(+`5n4v{m{_v<0;jG1I(Wz|c*uAVA
zaz;-?97X0L<4Hz_h_?RW(IUbLr4i97Z5Xbx%3()@?S<?M79NfwQ^c|hBFKR#3^isM
z^4kXXL?E#z_IqsDh3MSMMVXhJXcU<umR<fp?nNPDObwKX)=<4X!(4wSOx%uqBCLo-
z*@&Qp95+<tS>z%Ti=%KiwK)?YhDH|nE5is0FVfn#HmBy)gGQ03#lWeUf5`wT7=?&2
zg-}{FSD760M%a*PLv>MB#G<T4P(fyBG1fAKh_OkEsH@=%c!So_kJ;yVD0@=`QJHa3
zFiB>Jh$WAdwx}7NR}O!dWNPDS3*mU$V%t{qTQ6-1G>!!pXww!Xf)whxvTMxAN2Z#N
zsB%apor8Kr<!YxaYe5D{VSrB7V!rND5%nbZB5dP`cWPafW?Z7aawY8Ie}N8d(t@Os
zQimq<bf_g^vtXQvm)Te+Qk1g<`p5zaZO(!OltMzo_E-^3rO<z&iRT{5p70|oSBGUO
zi>0%yuu1CBgmZ_6(hCGmk;Rd)=*%WiNfzkPp4lK7rIgU5oepJXWj<J3c__PmC2GyQ
zXfC)d$K!w{x2&*9NN5vlhm^9?uPiR9FR@Rw64D?tB`mv#f)tb7mtvEY(0Ce$o6;%4
zdMHQ2qI4xtN9KQ9DKbq837vGsghPj+5;l9<mAWY7N@)z4DlDt9Am5}AFy=4PmFmr(
z!&6zA?;BMv${evdDCagMjWlx_%I>NVH)YD%%zI;m;H4&N<2f6(@tn=Jt)TcG(pfKO
z3(S%QHi{JxcKVInlyVhXBXtTaGn2Cs&n1tU`Xj3#PEmguri>vID0bppaS3CSkkGu<
z?a*IBu54DJlh8PBrYNBaypshgv<VF|S4tI{OU*6`rlt$7Jd_RhMO>Lxpq(s`&|X48
z;z}W*$!CZbQ&^uBFe{(wnKCnoPOCsiSs<XzXOPfRZfrGUe|(N+i!xhxhd~q0^mG}`
zrO+Ha-70_L(41GuVJXEioGu<`=7ouT9?FVS#F|+Z(Pn};Ze>NsIfnrgb`jczcqlE-
zEj^KEY)+gjqSLGbX=VO3b>z5|DYiMGByvo#=uD}_Md^>@!~p_#PF~n9V%h{9I;l!i
znRL^m*3=x{OX^IpM^tJdf)cU1!%q=)8DK@IT&aJ{k`+V3Y2IIUSU4+c<H-uO@npre
zfjGm-N+7^2FhHl)V)f-DCVDdu`f@I>*w^}q{4>-3N=hwYe@+%+Z{2%5nvOVGb(JC_
z%_`7U7APmCA;LT86P-ouR0k~U61~$Q6R>(d&76=NSSt&}aSnORSFS6MFH?UG4~#7%
z!vKHh;9PNWoI_DvrHFkKOwu{_u>=9c!O1<mW0KC<kS(V79Gn?Ctcz$lKSVfZ6V(g>
z3BfjIsg3!%)W&?B)3%~EXJb~Ek#I)1`UbGMjz%cSZlm)*AElBn7<)-A1g<8PaEeB_
z7Dw+$2qneQ`Jan2Z|o5&FN)Sh44v}`SK@!@Oo%{Z%5ic66N#v=Txm*j0+1#~Xt^KO
z$vL5<INEi)D6=6ZRIWHBr!*jrcadbGD;NZm^5{g>MVaj{p>pLZN)&2j_mt|<rENlu
zS(}q6=+~XW6_nH~>cF0v9a$q>tsV2_7($I%n{&(cN_qKPuP?iIB2=ypi_T==Qe%HS
zfKD|+{c*a45TOWvB|;IliBQDb#2fN;VCT%PL`1k?E2Sn`Oj2820tt1Q7vz1E4MZh3
zLFzIV&<K|TA~C2KyLm5!emG)~PG7b8CR!Rq*1n=HV-$_>V;t%U!A*^bLb<6?8#gu4
zCQYr37qmv^PIh`gP14ip$}FLzt?7TGW*220Hw_|F6D8*(^BRdeg*du|M<6MUt~0wR
zN1B*RWV*02rqG%QKa&g7U&BfWVOMy!L)aCz3A^HL%C3qoY1BxoDeTJ02y}^UK|hq5
z(B)zm<!GYhNTV*}@r-cg!@MI6ebbA6C?z!81&6fLUbIPr$Xq!^7fWm6<4k|Hrayv}
z5W?0l8xXdJZNk=go3gc%unsHSy9%mfW1{S2_aCp!uEs$%nkjch56oTRB^N<K8fW`&
z_Gm=G$#?%c!Y!#QVQJ1PDT?$(l$alC<ho?Urql#VOYE2WNN+))tNt6<w&_+hNfXk9
zl6gF=HBmpFzJK@Qd)U321QCA$V7qDXt<H5}^maR`t1e3d$*y{fRPq!RnCnFOI4DQ-
z^zz{*$UDrD@YNG_c0v!6ef2v%B?ylr@ZZM?8fs#IB!y@O!yeEp#C*Hi13CJL(L##R
zdv7HM-#uoCK|8*v5A9OswL=5xh++4Qju;li_5ex>9uP95ppD+36n1|n=tyBfjucMu
zncZ1cV(@s8AqLfW2gR^OV0{1zYutj&7cM;zJ9|`8@Hmkn1(kMD3Vq+DcK99*J)sBE
zZ~K6!vQ=dEiESx`AdVcDA~8D-N#RgG>aPheY7e9-5?oLpSd|oA8J0He8B)Zm?I5Ll
z?XW=VuTFs!)JyNm?81NWKtoPSP(Wr#LHF}f7sl5*^o)isv35ZE8`(<_#Ex^7F8F>g
zLkfz$gHkxb*%b1++)jM~%+ZAd>bELN3Ld~Sq@dgQD23VP5g#K<MD&>#Sd_if??~Z*
z`b<DcQ5N=)g^*`|*u=BH+K_<Nh~nv=X}T3CHO`X21|4Cv0lk0pT>I?IO?6%tZiq6F
zr{T5cTbct~MzlD-m+F6-K7^BSd@n_~(541k7FCeMZ`O0b*TfMxVYxVm$>#}PKbX%h
z@$PN`jpTXA$;TC-Ep-mGBVmeohBmGA=PU^YmYQ@4U-?K$s~T>Zqesd-K0U<S$ESzG
z)bsd>-MAYdGCY52JH{~+jN4BC)82NdjoXfBQ-f7LD_56z*F?P3r)dX3n+TJ#>AS@V
zCcbdNu4t$stL;TM<nE20G4qSLf0sw}pJdRdRWM|P@gcWbvfBjXLxvAE44I(vskuYO
z;~_cAs@eoYMwlG3vLF~T!sILut{UZDbB7$=EMMe0*@S-qN08Wt>BBJ?Z$!yO-bZm|
z6v|<D!|jMF#*89*WIkN@<euF9!gwP}ZX4Ae8O9q?e7s=ULl&WYcJB1XG+j(@Z4Dx#
z<oqfWj5ng>{PtEO=T}gnq0jG@%E<f@&ltC0{RYCkCX_T_m9X6=7&qXSQD>+Tm$`i;
z2jgy^SjB&W+gF{J`FNu55`NJ79)}?en4V(J0G_nZTQu$4GQq?XE{)FJ-WVaBlCmT%
z2Q^ZzocPUb6O5Fh)Z?63)EzQBeA^$kFMnEZz62iYaifb-hc6QSmMaX_sg4<HYeEUb
z)OQC#q}Ugf()0&<YQgoDv0h^I;X{WMSo<Sn1mh3uTXPdF;*-^97i{$cyK<A`F(iMS
zq&To-<!|qiR7;Ltzx4;Bk1=U%^oWvbG$*InnLGDo`w!&MQgd%|NP>;beT-v5MkvD%
z1Tw+Cm0{pEfaxn`Fw0K-GFM!E)KEGjShdE7i5yp4fp$BGAQ5Km^(PNycQlBS!FVWn
z5S&^W!o;Ez7e?QAox?pHv+-&T7ps4dGKc6yyw&fQZt0g&z=7|0*Mem$L%<j#xq$H5
zbnP{f21|HNb8_o|TK%p92ooPDQ@x?oG;mnudm^N~>az9TkLqJg&{qtjU6Opnj}of?
z;2R7+{!;coR3#ORS{a(Kp%<=H7){vNYvUKvVu{r?xW^A<Rcwxb-3Ko|)JT7N#VyH(
zUj)gKSxbtcT%->AP-saHgwsTmItUu9jH!>YP!8RM03@^GV{gpYrfP@ss@30|1w)EY
z3@NkB<N{MvfyvuVW2H$a!Q!1=qvLKJRHeTJMtw<dG*n{`q)-LYVEhydO#2WJ2Vo-%
zIH9b4l$HIE9ZL8WO&kKFilKjZ%&jDp8I>T68n;@cYLed0I1EA^pQ|3#m&1sC%2{86
z_bFqfF+i#e(L@=fZyL!E2_^H}p?ELon=(ckqm!6Z_|~lU!pN^AR1F`&)VFGS7|rT!
zjcsE2urK~dXCRoFGDaW6lb9L(hTptKhNa_MAfjR7H#u|~x1_E-7c75>nKFiMqhDip
z`N*6k!iT*i=b_9uu4+U{MGU3tf%Yihk0DEvNE_|Sj8SeR2X+XT;H*|(GC@>SMEqiT
zjcw9V58a>%+(-oi+K36a?aVTXs1er_L8AJinF_(uaJ%Z%2?V)PhNanvsp)lKjd%gm
z+%t2Cl-j|HP+%@9m|=e>6v8*L%oJyZLS#*XGAnaLw&n_-BOBPN3i2bE<Cr9#btYC?
zVnR+LzBVe&rwj_P`&gUjI-pj6Jq<jrE!M&r#DJiJ18LltkbX!+HeCvv*MvG=JRp<|
zY~~UsaV$A2ArK1Xn;7yB@#nSrdrUBRXLoD9rQ)N8wsnG}C}V$;?H;w68Fz{_Lc*Og
zN+KCp1KCc&OxeI%Y2s;^sfZFI(BA}F_$d7vKA~iE8aiPJTssBQ#8@kgRx{p!G>958
zS_f5Yiqa)@=GE&28&HNZ#Hh)Qw$Y?MF!+cPJIHz{_6fG0j1f4o&mPnvH;*(1^Map?
zGB5Zc%ALI~P!)fu-Uh!~drX);C;Hj9jXV^)%cK@uSydLPY-EryJ90!F&tx4?s}rc(
z8c{M?8j6O3Iw!+maLXrlwVD_mX5HIAnw+CYnf;^SyBQxAvd@TcW3S#KO4zX>udQ9w
zkh>B@HW}mec8?|zLRuNQc{H=<q2L;-PN#`G$BD6mkS2d)@VKGmM?0G9a1I}{4i)5)
zov(+2+oxvmNZ{uUzU;Cfa>0n*u&#K);JtFHoq0s@OKbQ`rwSGbS@PW)^0$bAPR;u`
zggU+-=}~rpby1~YR51vNIIBq#VfqktJkENknx$dV+Xfbuf`P_}CM!w$BVaI6gdO*{
zJ<85sS+IXX@)T9hS1}ZZ6{FQi-K|IUTOe!`ewiJpsyQu-U`Un1z3YVuU<i^W0P~)S
ziyBI11f5ETf3k;)@M4tSWg-QN3<9Ry<)Q`(bB*9hiA$h{{^M?PwcWkk!`TdY{^Pe~
zVmCLZa*b&dNvNZ1%thH+3&D7;h1x1}6wwGymEV6Lr#*;-?-(mR#fQO_K3=smb$&vL
z<k-B{(D#+r3pI%(iS2g9dT9jv%BUemxKbo=)ffq#NZFdtlce4*9EB9cz$UP+z__^3
z`uiU9ggWXP8A`jxCh(hNd+Z3mIpy9(Ur>QTIrntTWpWSI7;Zm8$^3YrTG|A5liz-%
z82f*bQkolZ1R9z7xbnop(7VQ4>WT|FcuB4a1SAC-v%5yKZH;}Z^{Z=s3m-Lb3Jpc{
zlAI;NmAO~?&K#IlPRwN}=0oByWnp75NEF4~1{qAmu2Fx;5ytLZNp+lLM9F)V`cfeE
zB|YN6)r>~)oMd=J3eCn@2tJYVj*#$U+S7jvH`pXL94*_INLMb{J;t6lZ;*eZdj+t6
z4VZmaNOfN3kCCuKcs^Yjh9THe+>`|qHG<Ah=B{MuJGxaT)(eh=jCsN{ji4Acq>@z&
zLyC*a8&b&%f{voq!+XWn=t|Dap{HoQ&X78;k%H+CaNuHchQ!{sudg97IGQWY8+?D;
z-WyVXCpoJl++lk|>a97eCv&6seE)U5J}mDK_wV2Bx4Xmlhx^0&WVe30IsE_^fUhA+
zfwF&od4Anr|NOjrtZz=g9u9BU=jZ!}uj`ll{n^XrVYl6HpAKga+n4k0)6?c*eZGI&
zt?wU0-!ISSK%{qZzS}%}eT3)K@b-Ur_oT)4^>K69Y+u>aK6Fp(Od$>B{kxa-?#p_y
zetzDcJZ!(c!V+(wht!I{o>tc%;MxiNR{u+T{UJ=8Zm(w7AL0qsdH;y_@80getpD|X
z_hs|CKY3n1!Q&=pFax`Ir8)ffVfz+ZVafflJ-~%$`rB8KdA;lY2J`&1-5x>cFEFgG
z-|yFlZ*M1W_iyXn_nW`3;a#lLlkIM^euYVgiMTm^gL&EAZw~Oh>&@fM>F(oWG@qZg
zyT66meE)v{v$r|e27e|tM?U-p004n9000dD004MwFLQKxY-MvUcx`OV8`+NAHt@Yb
z|3T2Zt;0GOwuAMdHb5E#$QJ0UEX!UtI$Vj~*eUw&9a54_`Oslg-t5a-6gf9%hBMUg
z!!8VjH$O>H9F0V!FN=a7dGQiO>yh~9i_^12A;oUAbb~nZM}OkpPsI=8Uw;{<cpvy*
zUwt1703u39;w#3RCrL`ZS3h*qe!TG`c(aO=(8chWtfh35`0g?#i^4!sW!aEI7e!(Q
z;VJZ*014gX+ji6Q;&9_)v_JvEdkRYwLhtG0I*Jo_5df(>MRPr2rx=MU?2-Zr9X-Pn
zA}@*4c!m1_SAU9EE9Cj-<l2%gx!w^HK)wx<qD!(`;(eFg2uYI?{|yoKiR0laj&Le?
z@ixLEQPqG_B7>)IQT#n}$U9JRK5aZqe+X}G03(VhjfY+w#EF1GcOW`C61kzD&6v6Y
zS|o@}Te%?$_SvvX2B^C8c_9MflR=3Pl96*6PqJQ&M1RKt3s7X4tl))gK}aewb_QAa
zgx0UPo*DP=T4uV0T~f$p8QsOnxum+rc*)>$L$IeZ*aA;OKo2#9OmsOj#ICPc^<5g<
zp0QNkv|KmRZOY=zAK(3ToBTMsiv~WnD{T73z10;q$RaQzF{mf^Rn4|dQz3t*We@n%
zQR~PaNPo+@*Ew;j52U3g3|<U?rNDhnu!rDn%F_-4Q-$Y|<!(^cn2`QRbFN6seik~|
z?LC0)Z5gUz7^Z9vbkpX!!Kpc>kVv8+IOMgEuVy3TA)ElPpF|G47V_UO`wb+p5gb;s
zL=;}t&R!?(UQwxwlnAQY1!)|hC81(HrD=1%BY&pG+?mcPUWPJ~4&MTl&BYfvA`~tC
zoxdE3hQ<rcA!(VK+-W}=iq;1+u?LE!tBPR_G<h)Z(ep$1oXu=yVoiy-I>ePL>##%R
zzG(x;z^i51+Cb5?uDLy!OCDn6KI}}}(o9V@HC;6xgum7|JiwHnXV3FlTZPk23ch9$
zCx1(*hZLu14YqkUG#&>23WFIX<opQ#al9c$6=MuFgYj^Q+;tqe0XhE`D;lhX@(NT^
zMk0QNN=R`IKi%gUlIA!X0i}FUHX2O_c5mReB_(wN%_R$Z^86t9N<{b9s-&#lN{F_h
z6XK8HCczp>DWdoZZaDv$DJFXWoYxj9uzx;Zq>2K&NN_isVE=g=F8suyH7<&cj!viv
z9iN{Aw2nfbB*Z`vo$@7#vF~A8b)z}dH42O)1yIj<4+`uf1wegM3P?=8Pa+bl;Y{C*
zs&yMSOM6`lyH%~y2iF-cR%c2iCAGX*c8wCySz$l`wj{jEuyV*$dbA984Kmnc0e|^a
zEv>19u*D5lYq~OynLR@CJE%BjTSj<|6Z8WFO-hy2W6{KCx4N!<vn@B=DQIm$H57bL
z+|7%>D~wI5;-1mvEf&X-5=IK|ObKtBY@-hbH>jqy2k1s0w@^|MCYc@A0gvrHK({hy
z=^-g07l-uE77~IliN8WS5>m<mhJU+*x-%^OJnpK(DDO0a3dl{|d!;__fqmIFvUIC>
zR|=*T$e_7f9rt-6Q%EwNC)1~?Y?iTr#%OZfAg_WVPz~vzq!O?in}r@YMjlBrJV?}i
z=ohzf@=9%lc`P|RQ&`@~Ol$X9Yo*1Zs)^k&p6~9onUM?}(|9KL3UlmhMt>&v5TUd_
z6mX0R%KPW=3RkmZfB|bfO@*gHw}#bCA^^hTohP$SCwK6qPS@}t1tpN5fS_xR7(!uH
zEupAJ-BeBJ5;nxl&gceN-3?o*sC-oc=UB>6nVgAB9B6fNZH>Gt8?Q~+PNO*Yh^D@4
z8GvWKPUS7kR%XF7xm0U`@qavm)MLBD2pg3Gx~<OL5ak&8lLH#h%;e#`l8emcLtKj(
z|CprXE)qMaqF%6=a}rw}g>TH<D+(CRx&gFZ1PvmlGg#^i9=b^axm7q4C+@Py5lCxq
zivqZ^MtVc4NeX(W(|?QO!+dZ_?0kA}^>qI4a1SL3Q1q=pLX>wzVt-x2@tO1y1157}
z7SJZ)u_Xp<E_cVqCw+^_y?5FYJunVCdg-s+ZGc}6FGu3>_aFWeZA0KcpY;X3#h8K^
ziO1jc!ZaL7iCD;e7eF2+TYB|{h?~6v;~aYL<zcw`H>EB4((rt4suOxOqcnWHu~8bH
zJ{wbq-g`N@Zfo0)Lw}2~3{_G=DYQ*KrEnP?{tMd#jl_TF6Vsl}9kpl46RW2Ue7$Gu
zlUYyKrjyysv1L`B{>OYTaL3mI^z#PjR4Lk18o)ONNv@t;++UAlBawN?1Ws83vRT?~
z)sUZcMeaERS?OtpYxOK+p!XbIQD=rWnd^?u(5~P3Re>xiN<a2}0wG?1!YK5?m<#JF
zY>FKPvx3J8CZs|W((&7o@&5n-0RR6308mQ<1QY-U00;m803iSf`-zaLCIA3BfRn&S
z9Dhr5<5qfICsp|mH@%44Wr=OKXHt`nEe9egHQS=Z5v8_gQdvMGNTLM-G#=_!ujW5w
zk;=}lsmhe6YF3kMytMww{F0n=?*$0l4}8euRH|GvHbnv#_whZ>Ip2rRzIeBc)LoEf
zVG@7-<de?FPgD?3l4%&vKYwz4b#nNtCx0r-{dnp}NgRCs<UYurd~x)5fBRXM<qE%z
zv(KL_@_hB;*|Ti22$p`<NmfCOzs!<!>F4;*bp9+`rGY=q7D13Nqi4@Q{`eoCE&VWl
zq9#cZ=bu0Mr{|wMQAHenQv_Y}$uB?s)sv&ovhe7${OI)38+uoRuJ=NDY97Qv>VHS-
z)1Jx}{wh%O)L$<BRE2RKq__|MSLJ>>4{|(%$`^scpfWWnvOHOa@BJK4s*;&nBt?dA
zeD*9q`s^8RWNtR}&b-qX%2(4cn-rLryY^e)@$|)$I0|EYMGvdIcH@r0bkn^C%T*LC
zgIJGrbe}IUGG4crUiy>UAa}<$Du1#?`B44%E{HJIFVr~4Lr<zdoQ2CU&-jF=c1(DJ
zUXX?J*u7piS>A*(uQ*DRNsw_q)Y~v$s15f|(%ip^0(oUU?BgPgxN+1VHjB@h9wyTu
z!W4;#zSehhZ|tRbl02B?g<a%Lzvt$Ak*)j*HYHX)3(~vb$<bBn$616m#(yZhXr82a
zm}NMz&#z`_vQ%BKr}9J{4~EK_koIeufr`o0kKDiWqr%({XGCE^)8vjf?_-zF?^S;`
z3nw8?)IIj6sy$rb-uvh>xC^te+O&=Dc8fF(Cq+~&U#KhWXxv3_d){e<!@I(SVWaN#
zINl+i94Bc#JBK%ZhE2MC`G3^YL99mD0L8q(Y=5}l+<B`gocIrac=&yyruav1!|Jfy
zB`Wqah2@TuD4B=&cdp7$x|7-A^-Hh()c-3V>Sz>9(*$!Byu<RQfjUXzESUKCWafu{
z?#}qpDUQG*NSA?n8N?~=nerx~A0|<VhgW0R9E{0NabgqqG#;l#oPVg3FbZMSj&Zov
zNq{egsqcQ%!z!feRgyh?ua47)?=m&??_u`5=++OH?zc}KzPkw%H4L$EkvdJ{hd=ny
zU683!7%y=7<i~H_pR6CF9D@AL%VJ)Qww#u3!U2o%y0ci$4Tj)HOCQ!|nPl!5E|X~*
z;udfSI1~&1OY6nWG=F$;{_y7*k9iCW@J*qAfC;~da4ax`>I|kblMi8M+r#2wF1!9s
zFu_lKF_^RB;ZIq$HaPI`iE12T8hP<)lBuyD=PeI`-JfFP_x!tXs!lMr3EWD{j9-Sh
z;1F)hPs1rLjg|Mg{xSAlAcixDAO4tC+mZuN-G~29u~oZ%0Do^S_SQM}h59l{zY%LQ
zPG+I6u7dELd6YoC_A$bEf(?i#4)CPHZTRUjsc)pAKUw%31D`b$H}CrJ$6<_h)=LWW
zQSEGnXT41DYq9!4j9=jqxly}*mh(JtZQCZVn?#X+lcZP|_`1hhHuu(pI8T#l0gGw^
z1s{gH=1ORxynhueFdmvl9g~;(QyA_fMp)7?+vB{LhGII*;%!){+FZ$5Y4=Yx7s}va
zo0Hjjfvp~@mwG2x2#uQafla*(-X`g-c8Dkb#K*Za)>xi5v)fvCl{J4GOrEwj8!SNo
zT^__b@Tg4%JUkseR*D{otJ8A)+nxG$M<^c(cdfj!yMF@4UvncM%*#H22SuF9;Ouo6
zyluJE^UD{EB1~9V#j3UE!j3b+S&K1abTgO+KEs<agX0639DG)7U;e=?4MXYX$}v(d
z=fiCLZi0|{xx%?h@0D5DmO1p|wgIn$*-fJzL=i%AoLPh(wHa)g6YYareZ)H6k}G+0
z506pCw}0LZZ#BvBgvm0<@jMLIUWRix>%)t53g@|X3}eO;_(nkIxmTEV8Nfd1(ArJ~
z7sAYi2>q_g?_$8Kf(gu62aSOV#_gC9##X_wn5FiU-8787a1JjMRXgCTMG)&8#xH|z
zwM2%7fDBt9OJ@07A0bZ=&ynC@OnW_c{VbgM@qfJV=P=+r6}1&IVIa349~e`s?KTg|
z{m*!pa-+WvvjR_zAzTITa{TKTVgVS}Zb@u*8xn5@`%?Fb8-lw{4jrBoE_H+dv;kZh
zu5Aw1HUyUIXl@V{@qA-=)*jMc`ZFJK<7G=+w+_)-BQs;{b<FFId5kz10RaLY#C9UQ
zF@NzQ5?L`+6YS|=PDBihpuBkz`l;~f=dTA>{hqq=&b}Or@YqLUHKo(SKVFL1(Wakb
zp5f>ozRTfFGKMWD#5dH_urk)ja{edCJ`}<FBNHt#_;L5D?|x`qF>G%=G<lROhBLht
z%YrZ!Ddic$sI0U-gj@9av>6r+rw6zrw|{A)wn;7deHD=p0YkjU_0EDYM;<7mN!R8%
ziL(3s&Bk*358Ex|fU|ozxIPm$VGw6|m=|=V1#;|=_T%CENgPfR^_SoMyBdtIyi0d*
zb@Qj;DI!T442cvC-87tw{H!uQ60mSDe;s3GfJy1?dRAl)e}>&b_>Xk6So*R4JbzOG
z3|*B`i|y`RpNZWRW^r(jBc26x1*!|jg{|GY?0$H_Kq8(m{BX;@uHY3X{1iVi={X$P
zX6TNtLPBq@iD+L;8TosN$?vl;dr=Ni?_T?%iQb1rl!wU4C%1=)BI|DIDoG--EzSzs
ztt4O2eSH<&*i%qnctCT=s$&9su7Bs#XK0U^Yz*^61C^?W%rQhX8@J_yd4Ld<p_JT2
z94N82C^*a}X}HRjU#2gd>?NNc0cQ!$<bHPBlK)mujnjaTP~%ixpt>*(VXo0FMh)F4
zDW*G5c;AK;Vj{{o#Qnpi$p)Kwptwz$W&%5T_+A_{_!=a-uM$F0V?f4%aDNj$oFI5Q
zWZi%x09p!k$9SI;KpdDP_x2W80a}#$#hVRT-zaDWbS_LB)_+GNQ$x<9<Sjxj<OzEP
zRAs0`Y!H(a@P}o6RZtv2m-P(p?(XjH?(P~aKyV4c2N;~e-Q6{~1$PbZ5ZqmY2Fd2%
zm+#-*e(I{*-7kIX)~(a$oQ~ajEP;54G0VMkK{(o$G1-SI>ZHgqR8reIXGBg}RL{2O
zI3iTuF=fL8Y?i~RN_<ssrE@pDoZX$T!CQgZq-J)*JkF4G4`<g0&y<)z6pTW&Y07tX
z`n|?TdYL|Rj83&xB9b7ZKI|^Vx02+RtE|c`UXtN(6YWAVKp_ng2Qz13#bNxn9S#ap
zAv^e<Vr%X0ez9S4n@eFgf$&1!O!~bP1Ne>Di(tJnk!TJKawhR|<8Szs$8-i?zyMjm
z7_d7L9$i??lJw?Ifz%EGP-Giz#hHS~vUSw_j2NyLq2ZWwi@TR>n9_yYR&7?Th@YXb
z?Iyxn3{wEBPw1+KMI*pJ=Il2`-0x`=V`O<=BK6Y?_`3_JQ|$-$6&*a$PfNpOP-Upo
z#l0<I<g+gyNdNWlZsU0%sX2lYOh_VNEMOKA$$urmhHN>&;PvMHje{l#A%5SOHk15^
z^sIrTVu^Ls?RP>QG<1Y*#338fBfa{J2NKyR2RI~K-Hf!A1Tp~nJ)3+PDqG2>vY`0d
z&W<Djmjw!Uh{k~nHZEo44ElmOQJIw_M$feC4sT=MRQl#%4-2=oU&Txq7}183q|}sh
zsth(ctc<LssYfOTE`?JgpR5)D6C#SzH>tWSxyyhW*G&JQIfx=35LY9{7wHO31u6`u
zh!Q~QyxfJRinXG<4eBsBH2=+FGrr(kDZe9sXakxuLZ3U&joU@HV1)XWsBQ%ZeTSh?
zPPakC|4m<GU%?Y1fd1GC&KN;bgTi9s%H^6}b;z&;<Czx`7*KwnBOGa<D_gch4f)!H
zcJs~d4zEPFUSc|_BokqAIs6@!#fw;=cRG5b|Fs(Cg>3d1DkiW#60!11aU-8CTBCb}
zZ?vSNS1G#w+sX(1sQE{J@HBjeg>t&1!h|U;Yz2HE9rro!MNf4Ec#e05@^fJn95-a}
ziWtsh=G;OvnII0wuM*PDWd2LWOSrDRKTu#M_FnEcIZ+9Pkv$^OW!01Lv5l-jqqv&}
zd=&T*GX?lL0py+|qrqlSyE^?tzz0rKUTM_zOA@2Ni0wpX7Po<W@0K|}T1xagi8(`B
zEF-;^wmO^uW4Sam`2OLvPZFlH1w{BGDjj;ymw36s-_U3u<kR+!H<Ssy?Q&DHuaVin
zs`U!X4A*;}o!wh%yg9g_TGSV8r@?2p&o7`8ywkQRJFq~V^$Mhj<tef*@-(|2gU0xS
zjpv2>^Xt=6;IydoDVk5ju6=&@2qE}h8acVaqRn~GwJmlMOx8Ne#tB26Mdd^{+!=q8
zK34hRAwuw%cz}wuY;e~2&JF#%dVGD8|7-gAn!_tB=<{A~Y4x|@J(b7)9ioqzL{~&7
z(i%y&fG#+W5<=@fJvEgnQa)}p=~WItkdXJG2ki4kJ&VJjWzZjJj&-Bo7TgAcbxEij
z4gPIfwc>*h;B&P?EL4If2AB8e@^1uTd=8Eh8K%H93R}(E8eSKTamPsdf0~?ppHqB=
zJg87>8;e%0eb7yjp#jU%!pE8c3uv$u$=UX}h^QqJQR#`0xVu(}5#y^CO9N*pSE~+o
z<?AQiyj`N#fxhr00&ayDnX7m&Fm!`_u9Z`E$)ChU@ML{}UQRE!&)Wg@Nou7#Z)e_T
z5dqbA({^jMY~`hlf=z7-PmsUM-)7qN9;SGb{2a0BbR*=_dV5r+I@wf><CO$%n6Wa*
zkSCBt-dka?ozocV>(|^ZfZAkVSg-~32Ip-$vyq}WGOYcage5pi*<NT?x|r=>rN6W*
z+$t*vQz(_ps@jaFxsVMN+%dM-|Mk~AcndU7FDyKttyL%}sI)+cq?F1AAcT)ywE#WU
zU-*;#GD$u#DG2P);t<b55$Z+lFcr2bOsTYN695?)A*mAYF)A$Z2T*h|VCozw=fyx;
zEZES^phY=qj`B!yyH9ns^z$O2N6(DNbmy-B`rqFp4En4E33d_ZYI4Zl3M?=N9bc9a
zmQzH~kAG(W2~?$k5e8Pkn|k3NZ6;y0tj5Cp>@$Qy6)`82rp=K<2Or6ag%y>+mawEX
z?EIvGpF7%ZMH>2(Kmea9ffwE*LZP?hod;;%te|pQiP2NkW-LfK?!c!jfLo6rs{})X
zOVD$$XehJ`6`at+OOJGh+@&4kAzbU`T!~Tro|UDYnOSIk@70C{ma|57&t&xYixMnX
z?qpq0+~hsfKb;}-gu2b4y5JDTj4}g@3-tEd%3cwT<G!t6o`L2IdAmG1L`Wy}!v+-8
z4QvhT!OQg&?9ja*A_wr(bOZS|(=`Ejdn$SSk}A@5<8}i8#q(qrA3{?qIFPvf=Nv%z
zp{o@*IN9tTBT(_09qo-bvS9VJkWNirR2xDq4lB7g`gHX$%~p#BHjct`p*+yuvOC|8
z3M%*+N>#c^O{ncAy#3xi{{v_WC*-+OqziB-{zWs++HFd*E&YZ*HX*FBVyO-$_|64t
z*xiP!L>8xe=Yx;9xdE-3Mu7{NodtKeKPyy452A;Yn9utFQp3AgQy6y#(XWSLYyWI%
zkc7)28Tv@reRxWiz7p^yeohQova%tzQAI`C`=^o*o$(`;`i&+rFU0m_v=30(7Me=_
zb;W!!@ZC(Ju|jqtmw1&`lFR{2hQ*Y?C)_cM!<3<sw3j6Hj-SRK$ajW=c^S5C*n&_+
zoR9-mFeWNld@CuZW*tS899S5FfgpsFSLwP&XCfGg+%_STBC9!yhL66b?(jiiXkOGj
zLencgOQmSm&G~JVig-f0PdS-h<T}1HBE(c4C^M!<VOEBeq@3c{fP?}D!a5@M8hs!g
zASu<OND{18Wqj&>xb~>j`V2v%n@=UsOvXxsKz$4AD5kB=+^#b}DL%=I!KTfn;NQvy
zg)k$c5q`%}Hf5-95oD=iI=x0a<FdDuN=Y&|qQ^Y=k?}iAFCz%X`m*LyXwdSUi4jIE
z#+1<2wIhq#<SWN6%}F~L^t-yRqAJV6h%l#1Bm8zQ-n2Ld!>tf)s7iUlu%0KWc|80Z
zEH7N7!{ivI@Avbnm?|7y+;j9M_Fu|;!441iIaP?H2xp(67a29#gR|f?iXlsdF$?+e
zMG@CW7I*(z({zPMR?8BH;w{zzV%7|OOFUP~t_K+j1Eq`2Al@SIIpwGHX?&DOmVJBG
z)1`b90!q{%Bf}B0!~zbHpN6Vj_3}tuCr@3JWJJ1j_0}OQ%%R|i+B#FyPe`eI=N~UE
z8bD9>Y4tzp@4ubRV!JfWKF*eg9}a)e-<uBhdy5E&<3@|^S;YQcrtovbk#Qb!{-K!e
zls4TVXZ1P6^tOTu3~H12@Ly7@7+5SRVx{~c8RMd>EK>Oo#fFj;Sh;_94$F0o9iyhC
z58T;U>=c!2q?Ibq*Am=8JAuL5`V!I7vB<q#yFA0}8MSPHWL78MG5~8oMBWoICGnL=
zz-{0kmO!nT$_X_u?=(U*0rG1%X``dFXa=_g3y077V-+ug`?XsymMVQ_Gn^by9qZ6F
zj(%xJJb#~K1r*J}_E~8-0qa5h(>PQnZ5oy~K{e&NIuSOIW~zg1?Gy8(d$Ag^+U92!
zx8`XRm&vFaye8AKQts?D`@9V%(Td25x#Lu+nIB`}MJq5;{x>f+I#RQJ%b9+nqvt9w
zvl?f*z+?k3{;jU^pKr1nmqHdT4pg2}!>0RJyo!>dvgJbhItNPMx@5;r0(_(uYmI%7
z(H+F9B%re5|BytMuIo^NwDklcT99m5Y3!<9x6G*x{Dmb_VQVpQOFHb@3Dj#WNs$tM
zNs1cXb${!qP>l;|tGSLCUUR@8yPu7@+A?m^PD`NxUk>eN;iX2|pA<jxroSM%ao(tn
znO2Q+axuMSX=nsja;}%3Db+~GenM(Xk%XE=!V4W`NMQx<PCPd3I>?Sf)Fcw@JoL=Y
zd!A>XVfIVY%=TlXZ6ji$i0o9(wy7#GlJiv-#R1W8HorWZ;zdMoUNbctsdOpSRin1x
zF5%a~9ZtL*Vq(%8A=UlEFRNc(pE3Uu?t&YikTBV@`26k;*5+)mt!_G~`>|ke$$ux~
z=>GWef^+~+i9u*d`P`P-i-IY2zAb(X-{B)|E@tq@B`JkmY~g7<KJRmfM{IX2>I4-$
zO3||5F28?e1U}_RmVl&zDJ}w~d)4TcNWO;-SW1*M-$&mcQ`=~6%sMb5*&g>2$TS}(
z6}jP<SW}|2f)iA@^%kNYP}nthILufj9bVyYUuj8kM^qE`qgpE?I;EuQ4|JX-bFKk~
z5pv7sdp#a?z2nCFd1+WZ3dZh7Y7gl{OKt`C0`DH^CA^pM_xexyCuF_A=<I<Xr4nhz
zV2$OhaLKIVR|1f2uwbt;${bUkF1}|9P8F~7^c%+nbe>H4@Et<hQCM<_2d=m|gL8O?
z0}p;uTrs8f>U6;maX80#GLj5fRC0bHjg+AVSIk(K)I;BkU5u{HJCg}SLkoFAOA9C`
z);g7XxHm?434M%Tw3riHu@eoC){bt%;Kb7A=@Xl_%O4#a@4N7oD%%nv7fFy@bh#+&
zUJ(lzn6v&RJhb^7B2=pq;H)lR-kf0;oSzZjuJet}419%+ms9!7m$WZIEb@aVr-z~{
z$Bzm=UgrBJ7r=-tF_ex^fz^$|pilcSrS%N2lh+^E3RXhWSh0FYa+Vz)Phq#aV5U1*
z1ZH4w(t+=Dh}93@%`3jNA4e3JrPx<+dw^ro5Rt@@@>+{ZfWly)j^PX1)SxG|^0@rD
zs;AS9uZpqRPPpr4Yeyu?H$*ZdTmjStj$oGp|AnR6MeJ;@733QoK!!OCmW1CiP|Ayk
z!+<8TB5y8-s(^vV3-G~%a?Ab-wnBSu97p2PF)Ut5Vspu*KuP2@6wiKUM*W$h7ZJj{
z|4U&ha|j$kSgToD3RPjW=wII3QWiOPHU{NP!jdLXI7B$O^uX?WbG0)>=-#@fM_2&j
zG@dtO&I(bK2NaIhw+T9KX5A%tcjLEfio#e{N9L}jXeY_+aeYB2*pLT;_cZFIKovsS
zTZ@9R(==D6dO~O2UP1coW5f=uy^nbANqpQbEou>bYX@?090idfWN!^4_$#g2e`kAF
zbfL|!Bm@e(WRY`~b3BtNmxgr_DTsg7+td{_Il!<n;DylT8@I50-#2tRY~MhiKB?)I
z<pt5`X;rgnWE{>snl3?ujo-qB+)~QgvukwVTmxcKAjWDD;SqEPvk1IQ{2>rhBnUjf
zMRl%Mr5n~vsV1LMOe-`+pxx1kXX`O=2SbXZvrE`ui^p%2kAPNO=Qx<81XJ0jwLdSf
zlrZqxv!exTRA{Q9mRa_DaEzMMQe<Aq!$B$%@|5XMC|jdd<?o^3kYDfwy0`U=y1*8!
z2xjAuJ18R<9E7twTouBHP~A7Cf6v1<3iU&#qvLf#hYA?wXYiW5;~ZO4JfRgoQMpgT
zA|q!TP)dGrFFz*aRF}(CI8?WUNrrxAy4YBswIk6vcDB-xc;!87M+xoacN=0{TQNRo
z+6ZskYEI|)AelM<8+;o2@Z)=`ywfk9@qrCj4?%8ZCAe|mA%(I0hnM%~HXasro~*v6
zi7jNqJVvX2cyBAII1@KyFlDYcJHn8~Zm!Q#R`L`buaa7|%G#%ll>|tOJgmHgF>5%r
zUG4E6N@JLrF5Z=3f!5`&6}~S{$6Cd1kzGAJ@9ils`JcvuYmF+>ErRRu6>$G<JH~%&
zR;G>*LULPNwbZ>yKV+NVd-iqpeAsW>JV1$xBkyfVN+$2!ED^LglEqD<8<Ml~{+d_S
ztvzUIw>fugj~D!IZDGjKRu*>kJ<8t6+~{P?-C?|G+=7f4#n$_x{rIXQ;x7iLs4OAF
zPv|wc!|Uc!Fed_`k_M2onl5M`81TzT&^{z$bB&hKE4T6t^4V*)W&3nB(<FpDkGjAF
zA1+Pj6!C!nJRY-qjlR&XJOiyH3#fW=yuT;cHjdMzd5L7KwE}g%(Wn0SBiW5Z(^19e
zSZryyOga_1qW~G18oBxB=Xq|Uf(U3k{QcP5(AtM4aEd9e|D2L>xWBYtJ#~4?u=-V8
z%@Pa`lhDK0buD5q#D+&?{h1;W8F8m6;snVRA~p^Y`yho0ExUzA>j<4Mo2pT7%oFL7
zl7!!n)D|F?!>xhDGT_$!k{2xo5Jt~8o0~J*c9DK}bYRBQjQZ;_yQp3g>a;o=Tf{%V
zt<C6NumXhn+3EUjWgtE)+Fi%%#+TyxdQO=qJXw5iv@4Rx3!Y|aGkV!Ui{GQ$0vGaZ
zVglm4h=p@wp7TB>OT5aj?MIiS4CkE}<twv3(qfkn@2?Fj5OS@*gfx^QkQMne3fI~;
z1>sRZWJ5Vuv-X^-j@D+Ur0OX+CLzJYcl5SkxuXDu*yL5LpUm?vL(LPoDdI~Ow6~np
zsccSE*7SPb3lla(Uo0jQU4lh6lq^VdW+0t%(Ro=K#KNWZ$jA`CS}8jg6T3ze2<e^2
zKIP?K|Edg}sD*PTPEmQ?YpW963x0iG7Or0I0Li}z1N3(mHKFBy>64<tEi~rRtV7~p
z2a_JA1{U*KiSuupJK>+vQi^&I8CTi{IB$4c?Jzj>AF=*mFmXO|giFR#Fo)n455-!p
zR<OOE6ePvXZIq(k?-%IBxsXjDjiJC;DLqa_u@gopqNosH!IM-u+yplA>3YYW&S7_}
zel15tan~pi0p5a5g!o5P#tu0?i>L;I?dtTi4Ssr(e}I8K6ng4}Yb!9rw#y~5o;mCr
z;l=iDeUdd!a9*FrtvBS%cqxOOGG~D?MfekVP=V|$!+zFVh=>HglijGBX$Lw6_em;>
z6~mp5bTChO)Nz)IHM>CT_PW{P`}QKTA=o@Zl$FiKs%s);mrUbmz8Dn0`skp+cZJY=
zzIJa|**JecqvHwd{*soj=yZ@^9zAM>=+5OZ;iEfe9a&xAcF(1r(AS?9>U5gIjq%Qj
zQAPJL=g>1+rLi_S{1JAxA8|jFZ>wK#d$l5!Vyr~u^i;${ufN~c=H8Cr?qHl3q`ge0
zDW@RgIwR;9sFVsj^UFd&tqtM;drr1zm#rE23CiwQD_;|Ie~8;FPzNRM9+6Wl$h5J#
zB_^Z`xBm2}YLL$wO<fdjl_x1OHwVO_`_7lIYzFN#YKs00pL`ZixU;2SK&G>W<{BQ6
z66md-2PnrJ0df}C2J`7CYq=ri7qwB#`=GbC5=aq?-xH+rvf{js`GgoemOm#a@dE9|
z=i)&4-5~~}f1%3GG~j9K=a3P;B7KE&d<NWw6Gkbt4P4|IZ_g)lNND5|4)Kh^sI3u2
zWw$pnY@%=Y_pG9W1%{^0{I95ZXSx<oTu9Xg2>9MgErOU?S|1Q5hP|b<OI*(R6Q?#N
z_BBf%CP{vQD#C06yUJGZvHVWjQH$MzT%mO{sbgn{O`UKD*BsABS{7j|YFjCFk|v9#
zsm#@NFk-u-=TV+i#?&`h{;9t#5zJK5E}@|atUeFta8?NhsL0A(Ml^z91k8ZhD-R*F
zc(&Js4$~ZQdj|(v>;dNmY63_v$iz`Dbm$`c(eEkjD;6{WeDN3D#mCEPab3%e#=aH_
z{hXL`NH6(u1N}$MiA{_v6{_@4QFAcfIb+z{^NUm<`_cuKw}XPfM08E`$zjUM<CAjN
zoorh_0i+{&zogxUzCp-^KY0CV7vzqXoo8-vaclL>HK;6@0I-H%$;srRHh%-xZLhJZ
zT^)nf6L-2aCT{^wuBG*7S3a!CaQqF0O3x4!Ij4{0^fdWhbuy~}59!LW^SDYCsdF?W
zEM!ORV%ZE|EcAX=|Mj9$HH-9VZti?s-943d&Ic#7urNJth{u2xjm#{+F}MSPZyf0x
zu$SP|22NPqm06_wpKIe!MX!mqkGLV+btM%TA)D?f96Cy1c0yU|8IL-BssYui<_j-t
zjnzicJ!gu#57gr*qG)XOT)M+(1DZR7Oli&|JwVB^Nl=hW1f@GG+!%rqRggz5WXxL{
z(JjL$22XhbyX}52;#wm&G$n&1)fxWi%~^Xp&*LkHPdZ%G$_c%m$8T)i=wrpWw-|H5
zQuQ(92dI7U-=HVC!~t&%&cZVUcA5DX#;z*gk541&s9l;HKk}>p?lK}VVH<FDO~Cu`
z`rD(<0^f<Ke61yEI;NnroPFLEsn_^L@g4x1QC0CnN3+*`9ClDoe&`OQQb$c2Qj1%W
zf!N9zEq=UMZrBTnA1Fy08HNVCcQKu9EAZqNQ37pXRFWGTmhNq%7m*R-1{LLZ(P`%y
zq|L&(;Jp}%=*q&`^ESAy2QD5yCN4|uAPWj~bXMmLZ}ir~=3LVTf)+gjC)mx>+NKt*
zUxtjWY0Jt>JcFJ1)n86`r#uaP7vS}!<2qNadB!|4khbuBhy)yz9*bb;fuFe~h<roN
z=qBI5j#!DF0~Va-C={g+UaF^YGtl6OxP^ALo46sg7<lbHly!w&L9DLRpES$3JrdMG
zs?qDiKaOUbxB}?-rw}4zr607UYtXWCP_bM53gNyQZ*8724m(w^Xt(EB3CsEoINyvh
zIy%VW$AWyh?!|slWjQdVk0P4>1@xu2hJ*XTuM4Yanl>o9^l$*ekgHaQJW95`S0*f+
ztT4Y=+?=peO<29_IMtfy=F*WhVX>p=NBeht=AsH6(RStL7F2)LN=wLy$CFYH@8p+G
zeaB0umQuDyO$Z4$0W1q#U>c*pZJi_Qq?y<9ud4{GcbppZz8BELB6sFngnbkpK!6dP
zvYxWkFD%hP=V%Yg%mQcxdq6?#Gb}}4c|Ab7=^~pZ?r+VR4cR*I1vh1aguDKBt&UlT
zq$7hx!{`Vhum0t`oDLUVS?Vkd9D~q!z=ENoP%-7MW<N!psYZffb>6ku0U~Fng(TC?
zJUGYL{n^=Z1%+nGIu}7S{uA|WmKX5h+&O0!L+P2Y#W|72pTDj~MAqvq^S2|Rl*NS^
zBY2@jBE1*zmZv*ea%5XYcrE=}*|J#1AFC1agTgyI@hZqxwcN}HoZuE>+qnSbU)_bf
zmvd(2v6${EvO_5}JXMsVC(|d9Rz1XGZ<sTKTS^@s@jf$D=jBxHc+0so_mf~C#m7$c
zvFqw8V-D)aC5TKmYE?}#d#6TK5(a!agP=I@9&-zYYPEZIUI!0<wm=RJ6ayf_STP_J
zHXhWY7eWa!K)SBdk=o}vx)R5lzYI@z&WOv7V%@h!2G#mvg5(j${BD5jB<o*bqr_#`
z1DF_AmCSwC=jF?%w~aRIgu$$~{1s;RHj1tr+So6PNZ+E`B-^)Fs^IB|J$wIAaZ7wU
zXA`dX2U?UKSh@s}xQ0tLwPWqy5CbR1<jtUWYf4Lttf7ZVRLsm*9OUGBvpq}_2Ypu>
zVM7qR^PW;L|1#3p9f_Li<Uz8hTxrUUK&FF9o_dGrO^PPeW-s)0(cttKi4W3eegN~`
ztIfHs>KA6~DXL)A#>p0EJ=Vf6jv&a!!i=T3B{wzk&!cD_#-nK7Z8Tb?HF{;RKL76i
zCp(6|$Kx|)MTs@i5g)-gYmfN3ALN!Tm#7FnD+FKKF@_iM%ucj#L-uG}VVwh{e;eOh
z{z=Sji~3qJRYyIywE(7Eg(~HXKvU>E@MaxG4#h8IX{v*xm`cE4*S38mk~{`_+OFY5
z-?j`bCkGQaYU%T=lp7E<N9`ATB!<-&VMnQ&%q~Hz8Sse;YUFT{%4f2#Fsfc)u<)9x
z1>?)pdx!8)v!dal?o;C!?5`Pz^mq6>>sCn2K#{!FY<G8bC4l8+dWB+$fq5#cfgo>E
z5C&(4lkTK7zho5`V87Y6tGZv>e52^Gv2&a>xYkSZq>>T4Ye`~ZlEIAeJ5^gg<8XRa
z(oHz~`O&%7>Pb&9)g+7uH`dyiI;rlirEw5>p`wVw?{GK!@4-xmA1QY(K0(WTEf6Oh
za2Ad?d5x<?8CaK*(y2>kGxyWIJUuy7-po64;^*IPUo%O9t^u9_>%DkehP`!%G6a08
zY#sSMNfQ-D>3CPKjZ@;n7(I?xLvj=&GP=F;C$r{LR$deXH~2s`qWRaz)%ykE);YV3
z!Uu;z`p?voc@y#<2zB9m#*Gi>B`<XGxM#Da|Ey5IV1Wa?9k$qP$Y$m0yXI_mnE7m>
zDjd&i#+b`a;L8Ju`((Lorq4-vhm<UQ+1Kg|A3fF7sLMC~YCDY`(|pdGw0q2QX8%>r
z<qr${IgN3h_>O_E4LA=ca^;9eN^pL&EO*_1WRLeBuJf!71MYkOFCnh!mop_SY=Rg(
zjZYJlJ3SC=KfpmSd<_qZNP6W_Jl6^S&JjVOg0bAt(8=<$SkK3*$oG)?NCavauF8EK
zWZSsTAwMSJB66wb@`XNkcj6lQ97V;^sJC9j<!+{Oiy=FWTr6WqJT{9)LUf#tPrc@9
zXl$_B0X*kzXGn<IZycXpe+|dpJ0N1(-7DbOZLa}4(fU0%GtVQuQ0YlvDZQ3Jv8UVw
zUj((ELQWt$jnaH|t&Tt?EQUg;eNqcfYBMABRyQ!w`ebI~e85Vm+GzW+BQ5%<TDM0B
zwliP0cXBJIRDc}WahsQuZp~BxGa>^y<9I3Tu0yslN8u(U=Y4%fAL;nm;<OabqkGck
zXdk>O%T1qG7(?ga)Qmp|#bQg`)%!p{G+@6kd5EZrr9${6Bv^B+ILB1fqbHeR$X;K-
z3K}=e^sRp2^e#coIf@ZUgs;y%(6HA$W&x-U3VIssz4ig<jne(aN){^<&6y8I^+~!*
z$-`6+>_UBicRI}fpLfz!?x_j=|NRyK^i>0fBy0Gx6931p90(xzx9LA)G&#dp7Fd<M
z<x5BWza;_xS>>Ee4x%9b5Bm`S!1+(`-z+uR2qXz~P0j&nK)JajU%N0S<NGmT1iAgU
yuE5g5(Nfyh!p=FF(ieyLzw-qM08~H$0GR*dl(^(TKQW+Ka<3mX9E#8X3;h@3S6r|F

diff --git a/publications/conferences.html b/publications/conferences.html
index a54d08c..179e6bf 100644
--- a/publications/conferences.html
+++ b/publications/conferences.html
@@ -96,7 +96,7 @@ <h2><strong>Conference Publications</strong></h2>
                 <br /> eCAADe Conference, Germany </p> </div>
                 <div class="2u 12u">
                     <p><a href="https://web.ist.utl.pt/antonio.menezes.leitao/ADA/documents/publications_docs/2026_RegulatedCreativity.pdf"><strong> Article </strong> </a>
-                    <br /> <a href="https://web.ist.utl.pt/antonio.menezes.leitao/ADA/documents/publications_pres/2026_RegulatedCreativity.pptx"> Slides </a>
+                    <br /> <a href="https://web.ist.utl.pt/antonio.menezes.leitao/ADA/documents/publications_pres/2026_RegulatedCreativity.ppsx"> Slides </a>
                     <br /> <a class="bibtex" src="conferences/caroco26_eCAADe.bib"> Reference </a>
                 </div> </div>
 

From 7946129f29000cfbe062e225b5ab0c7176254ca0 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?In=C3=AAs=20Pereira?= <ines.pereira@tecnico.ulisboa.pt>
Date: Mon, 14 Sep 2026 16:03:04 +0100
Subject: [PATCH 6/6] Add preprint for BEPAM paper

---
 publications/journals.html | 1 +
 1 file changed, 1 insertion(+)

diff --git a/publications/journals.html b/publications/journals.html
index a49aa11..191cd7f 100644
--- a/publications/journals.html
+++ b/publications/journals.html
@@ -88,6 +88,7 @@ <h2><strong>Journal Articles</strong></h2>
                 </div>
                 <div class="2u 12u">
                     <p><a href="https://doi.org/10.1108/BEPAM-04-2025-0114"><strong> Article </strong> </a>
+                        <br /> <a href="https://web.ist.utl.pt/antonio.menezes.leitao/ADA/documents/publications_docs/2026_AlgorithmicWorkflow_preprint.pdf"> Draft </a>
                         <br /> <a class="bibtex" src="journals/caetano26_BEPAM.bib"> Reference </a>
                 </div>
             </div>