From 7d766a3426624f4acae2cc3af815254a439dc735 Mon Sep 17 00:00:00 2001 From: Ross Gayler Date: Mon, 11 Oct 2021 18:40:20 +1100 Subject: [PATCH] Add licence and readme, ready for publication --- LICENSE.md | 395 ++++++++++++++++++++++++++++++ README.Rmd | 80 ++++++ README.md | 74 ++++++ assets/README.md | 6 + assets/blokpoel - explanation.png | Bin 183623 -> 0 bytes lecture.Rmd | 29 +++ lecture.pdf | Bin 2241403 -> 2241389 bytes 7 files changed, 584 insertions(+) create mode 100644 LICENSE.md create mode 100644 README.Rmd create mode 100644 README.md create mode 100644 assets/README.md delete mode 100644 assets/blokpoel - explanation.png diff --git a/LICENSE.md b/LICENSE.md new file mode 100644 index 0000000..0fb847e --- /dev/null +++ b/LICENSE.md @@ -0,0 +1,395 @@ +Attribution 4.0 International + +======================================================================= + +Creative Commons Corporation ("Creative Commons") is not a law firm and +does not provide legal services or legal advice. Distribution of +Creative Commons public licenses does not create a lawyer-client or +other relationship. Creative Commons makes its licenses and related +information available on an "as-is" basis. Creative Commons gives no +warranties regarding its licenses, any material licensed under their +terms and conditions, or any related information. Creative Commons +disclaims all liability for damages resulting from their use to the +fullest extent possible. + +Using Creative Commons Public Licenses + +Creative Commons public licenses provide a standard set of terms and +conditions that creators and other rights holders may use to share +original works of authorship and other material subject to copyright +and certain other rights specified in the public license below. The +following considerations are for informational purposes only, are not +exhaustive, and do not form part of our licenses. + + Considerations for licensors: Our public licenses are + intended for use by those authorized to give the public + permission to use material in ways otherwise restricted by + copyright and certain other rights. Our licenses are + irrevocable. Licensors should read and understand the terms + and conditions of the license they choose before applying it. + Licensors should also secure all rights necessary before + applying our licenses so that the public can reuse the + material as expected. Licensors should clearly mark any + material not subject to the license. This includes other CC- + licensed material, or material used under an exception or + limitation to copyright. More considerations for licensors: + wiki.creativecommons.org/Considerations_for_licensors + + Considerations for the public: By using one of our public + licenses, a licensor grants the public permission to use the + licensed material under specified terms and conditions. If + the licensor's permission is not necessary for any reason--for + example, because of any applicable exception or limitation to + copyright--then that use is not regulated by the license. Our + licenses grant only permissions under copyright and certain + other rights that a licensor has authority to grant. Use of + the licensed material may still be restricted for other + reasons, including because others have copyright or other + rights in the material. A licensor may make special requests, + such as asking that all changes be marked or described. + Although not required by our licenses, you are encouraged to + respect those requests where reasonable. More considerations + for the public: + wiki.creativecommons.org/Considerations_for_licensees + +======================================================================= + +Creative Commons Attribution 4.0 International Public License + +By exercising the Licensed Rights (defined below), You accept and agree +to be bound by the terms and conditions of this Creative Commons +Attribution 4.0 International Public License ("Public License"). To the +extent this Public License may be interpreted as a contract, You are +granted the Licensed Rights in consideration of Your acceptance of +these terms and conditions, and the Licensor grants You such rights in +consideration of benefits the Licensor receives from making the +Licensed Material available under these terms and conditions. + + +Section 1 -- Definitions. + + a. Adapted Material means material subject to Copyright and Similar + Rights that is derived from or based upon the Licensed Material + and in which the Licensed Material is translated, altered, + arranged, transformed, or otherwise modified in a manner requiring + permission under the Copyright and Similar Rights held by the + Licensor. For purposes of this Public License, where the Licensed + Material is a musical work, performance, or sound recording, + Adapted Material is always produced where the Licensed Material is + synched in timed relation with a moving image. + + b. Adapter's License means the license You apply to Your Copyright + and Similar Rights in Your contributions to Adapted Material in + accordance with the terms and conditions of this Public License. + + c. Copyright and Similar Rights means copyright and/or similar rights + closely related to copyright including, without limitation, + performance, broadcast, sound recording, and Sui Generis Database + Rights, without regard to how the rights are labeled or + categorized. For purposes of this Public License, the rights + specified in Section 2(b)(1)-(2) are not Copyright and Similar + Rights. + + d. Effective Technological Measures means those measures that, in the + absence of proper authority, may not be circumvented under laws + fulfilling obligations under Article 11 of the WIPO Copyright + Treaty adopted on December 20, 1996, and/or similar international + agreements. + + e. Exceptions and Limitations means fair use, fair dealing, and/or + any other exception or limitation to Copyright and Similar Rights + that applies to Your use of the Licensed Material. + + f. Licensed Material means the artistic or literary work, database, + or other material to which the Licensor applied this Public + License. + + g. Licensed Rights means the rights granted to You subject to the + terms and conditions of this Public License, which are limited to + all Copyright and Similar Rights that apply to Your use of the + Licensed Material and that the Licensor has authority to license. + + h. Licensor means the individual(s) or entity(ies) granting rights + under this Public License. + + i. Share means to provide material to the public by any means or + process that requires permission under the Licensed Rights, such + as reproduction, public display, public performance, distribution, + dissemination, communication, or importation, and to make material + available to the public including in ways that members of the + public may access the material from a place and at a time + individually chosen by them. + + j. Sui Generis Database Rights means rights other than copyright + resulting from Directive 96/9/EC of the European Parliament and of + the Council of 11 March 1996 on the legal protection of databases, + as amended and/or succeeded, as well as other essentially + equivalent rights anywhere in the world. + + k. You means the individual or entity exercising the Licensed Rights + under this Public License. Your has a corresponding meaning. + + +Section 2 -- Scope. + + a. License grant. + + 1. Subject to the terms and conditions of this Public License, + the Licensor hereby grants You a worldwide, royalty-free, + non-sublicensable, non-exclusive, irrevocable license to + exercise the Licensed Rights in the Licensed Material to: + + a. reproduce and Share the Licensed Material, in whole or + in part; and + + b. produce, reproduce, and Share Adapted Material. + + 2. Exceptions and Limitations. For the avoidance of doubt, where + Exceptions and Limitations apply to Your use, this Public + License does not apply, and You do not need to comply with + its terms and conditions. + + 3. Term. The term of this Public License is specified in Section + 6(a). + + 4. Media and formats; technical modifications allowed. The + Licensor authorizes You to exercise the Licensed Rights in + all media and formats whether now known or hereafter created, + and to make technical modifications necessary to do so. The + Licensor waives and/or agrees not to assert any right or + authority to forbid You from making technical modifications + necessary to exercise the Licensed Rights, including + technical modifications necessary to circumvent Effective + Technological Measures. For purposes of this Public License, + simply making modifications authorized by this Section 2(a) + (4) never produces Adapted Material. + + 5. Downstream recipients. + + a. Offer from the Licensor -- Licensed Material. Every + recipient of the Licensed Material automatically + receives an offer from the Licensor to exercise the + Licensed Rights under the terms and conditions of this + Public License. + + b. No downstream restrictions. You may not offer or impose + any additional or different terms or conditions on, or + apply any Effective Technological Measures to, the + Licensed Material if doing so restricts exercise of the + Licensed Rights by any recipient of the Licensed + Material. + + 6. No endorsement. Nothing in this Public License constitutes or + may be construed as permission to assert or imply that You + are, or that Your use of the Licensed Material is, connected + with, or sponsored, endorsed, or granted official status by, + the Licensor or others designated to receive attribution as + provided in Section 3(a)(1)(A)(i). + + b. Other rights. + + 1. Moral rights, such as the right of integrity, are not + licensed under this Public License, nor are publicity, + privacy, and/or other similar personality rights; however, to + the extent possible, the Licensor waives and/or agrees not to + assert any such rights held by the Licensor to the limited + extent necessary to allow You to exercise the Licensed + Rights, but not otherwise. + + 2. Patent and trademark rights are not licensed under this + Public License. + + 3. To the extent possible, the Licensor waives any right to + collect royalties from You for the exercise of the Licensed + Rights, whether directly or through a collecting society + under any voluntary or waivable statutory or compulsory + licensing scheme. In all other cases the Licensor expressly + reserves any right to collect such royalties. + + +Section 3 -- License Conditions. + +Your exercise of the Licensed Rights is expressly made subject to the +following conditions. + + a. Attribution. + + 1. If You Share the Licensed Material (including in modified + form), You must: + + a. retain the following if it is supplied by the Licensor + with the Licensed Material: + + i. identification of the creator(s) of the Licensed + Material and any others designated to receive + attribution, in any reasonable manner requested by + the Licensor (including by pseudonym if + designated); + + ii. a copyright notice; + + iii. a notice that refers to this Public License; + + iv. a notice that refers to the disclaimer of + warranties; + + v. a URI or hyperlink to the Licensed Material to the + extent reasonably practicable; + + b. indicate if You modified the Licensed Material and + retain an indication of any previous modifications; and + + c. indicate the Licensed Material is licensed under this + Public License, and include the text of, or the URI or + hyperlink to, this Public License. + + 2. You may satisfy the conditions in Section 3(a)(1) in any + reasonable manner based on the medium, means, and context in + which You Share the Licensed Material. For example, it may be + reasonable to satisfy the conditions by providing a URI or + hyperlink to a resource that includes the required + information. + + 3. If requested by the Licensor, You must remove any of the + information required by Section 3(a)(1)(A) to the extent + reasonably practicable. + + 4. If You Share Adapted Material You produce, the Adapter's + License You apply must not prevent recipients of the Adapted + Material from complying with this Public License. + + +Section 4 -- Sui Generis Database Rights. + +Where the Licensed Rights include Sui Generis Database Rights that +apply to Your use of the Licensed Material: + + a. for the avoidance of doubt, Section 2(a)(1) grants You the right + to extract, reuse, reproduce, and Share all or a substantial + portion of the contents of the database; + + b. if You include all or a substantial portion of the database + contents in a database in which You have Sui Generis Database + Rights, then the database in which You have Sui Generis Database + Rights (but not its individual contents) is Adapted Material; and + + c. You must comply with the conditions in Section 3(a) if You Share + all or a substantial portion of the contents of the database. + +For the avoidance of doubt, this Section 4 supplements and does not +replace Your obligations under this Public License where the Licensed +Rights include other Copyright and Similar Rights. + + +Section 5 -- Disclaimer of Warranties and Limitation of Liability. + + a. UNLESS OTHERWISE SEPARATELY UNDERTAKEN BY THE LICENSOR, TO THE + EXTENT POSSIBLE, THE LICENSOR OFFERS THE LICENSED MATERIAL AS-IS + AND AS-AVAILABLE, AND MAKES NO REPRESENTATIONS OR WARRANTIES OF + ANY KIND CONCERNING THE LICENSED MATERIAL, WHETHER EXPRESS, + IMPLIED, STATUTORY, OR OTHER. THIS INCLUDES, WITHOUT LIMITATION, + WARRANTIES OF TITLE, MERCHANTABILITY, FITNESS FOR A PARTICULAR + PURPOSE, NON-INFRINGEMENT, ABSENCE OF LATENT OR OTHER DEFECTS, + ACCURACY, OR THE PRESENCE OR ABSENCE OF ERRORS, WHETHER OR NOT + KNOWN OR DISCOVERABLE. WHERE DISCLAIMERS OF WARRANTIES ARE NOT + ALLOWED IN FULL OR IN PART, THIS DISCLAIMER MAY NOT APPLY TO YOU. + + b. TO THE EXTENT POSSIBLE, IN NO EVENT WILL THE LICENSOR BE LIABLE + TO YOU ON ANY LEGAL THEORY (INCLUDING, WITHOUT LIMITATION, + NEGLIGENCE) OR OTHERWISE FOR ANY DIRECT, SPECIAL, INDIRECT, + INCIDENTAL, CONSEQUENTIAL, PUNITIVE, EXEMPLARY, OR OTHER LOSSES, + COSTS, EXPENSES, OR DAMAGES ARISING OUT OF THIS PUBLIC LICENSE OR + USE OF THE LICENSED MATERIAL, EVEN IF THE LICENSOR HAS BEEN + ADVISED OF THE POSSIBILITY OF SUCH LOSSES, COSTS, EXPENSES, OR + DAMAGES. WHERE A LIMITATION OF LIABILITY IS NOT ALLOWED IN FULL OR + IN PART, THIS LIMITATION MAY NOT APPLY TO YOU. + + c. The disclaimer of warranties and limitation of liability provided + above shall be interpreted in a manner that, to the extent + possible, most closely approximates an absolute disclaimer and + waiver of all liability. + + +Section 6 -- Term and Termination. + + a. This Public License applies for the term of the Copyright and + Similar Rights licensed here. However, if You fail to comply with + this Public License, then Your rights under this Public License + terminate automatically. + + b. Where Your right to use the Licensed Material has terminated under + Section 6(a), it reinstates: + + 1. automatically as of the date the violation is cured, provided + it is cured within 30 days of Your discovery of the + violation; or + + 2. upon express reinstatement by the Licensor. + + For the avoidance of doubt, this Section 6(b) does not affect any + right the Licensor may have to seek remedies for Your violations + of this Public License. + + c. For the avoidance of doubt, the Licensor may also offer the + Licensed Material under separate terms or conditions or stop + distributing the Licensed Material at any time; however, doing so + will not terminate this Public License. + + d. Sections 1, 5, 6, 7, and 8 survive termination of this Public + License. + + +Section 7 -- Other Terms and Conditions. + + a. The Licensor shall not be bound by any additional or different + terms or conditions communicated by You unless expressly agreed. + + b. Any arrangements, understandings, or agreements regarding the + Licensed Material not stated herein are separate from and + independent of the terms and conditions of this Public License. + + +Section 8 -- Interpretation. + + a. For the avoidance of doubt, this Public License does not, and + shall not be interpreted to, reduce, limit, restrict, or impose + conditions on any use of the Licensed Material that could lawfully + be made without permission under this Public License. + + b. To the extent possible, if any provision of this Public License is + deemed unenforceable, it shall be automatically reformed to the + minimum extent necessary to make it enforceable. If the provision + cannot be reformed, it shall be severed from this Public License + without affecting the enforceability of the remaining terms and + conditions. + + c. No term or condition of this Public License will be waived and no + failure to comply consented to unless expressly agreed to by the + Licensor. + + d. Nothing in this Public License constitutes or may be interpreted + as a limitation upon, or waiver of, any privileges and immunities + that apply to the Licensor or You, including from the legal + processes of any jurisdiction or authority. + + +======================================================================= + +Creative Commons is not a party to its public +licenses. Notwithstanding, Creative Commons may elect to apply one of +its public licenses to material it publishes and in those instances +will be considered the “Licensor.” The text of the Creative Commons +public licenses is dedicated to the public domain under the CC0 Public +Domain Dedication. Except for the limited purpose of indicating that +material is shared under a Creative Commons public license or as +otherwise permitted by the Creative Commons policies published at +creativecommons.org/policies, Creative Commons does not authorize the +use of the trademark "Creative Commons" or any other trademark or logo +of Creative Commons without its prior written consent including, +without limitation, in connection with any unauthorized modifications +to any of its public licenses or any other arrangements, +understandings, or agreements concerning use of licensed material. For +the avoidance of doubt, this paragraph does not form part of the +public licenses. + +Creative Commons may be contacted at creativecommons.org. diff --git a/README.Rmd b/README.Rmd new file mode 100644 index 0000000..1270d96 --- /dev/null +++ b/README.Rmd @@ -0,0 +1,80 @@ +--- +title: "Analogical Reasoning" +author: Ross Gayler +date: 2021-10-06 +output: github_document +editor_options: + markdown: + wrap: 72 +--- + + + + + +[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.5560799.svg)](https://doi.org/10.5281/zenodo.5560799) +[![License: CC BY +4.0](https://img.shields.io/badge/License-CC%20BY%204.0-lightgrey.svg)](https://creativecommons.org/licenses/by/4.0/) + + + +This repository contains the source code of the slides for the lecture +"Analogical Reasoning" given on 2021⁠-⁠10⁠-⁠06 as Module 6 of +[Neuroscience 299: Computing with High-Dimensional +Vectors](https://redwood.berkeley.edu/courses/computing-with-high-dimensional-vectors) +at the [Redwood Center for Theoretical +Neuroscience](https://redwood.berkeley.edu/), University of California, +Berkeley. + +The purpose of this repository is to archive the source code for +creating the presentation. + +## Related materials + +All the materials related to this lecture have been archived on +[Zenodo](https://zenodo.org/): + +[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.5560797.svg)](https://doi.org/10.5281/zenodo.5560797) +Video recording of lecture + +[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.5552219.svg)](https://doi.org/10.5281/zenodo.5552219) +Slides (PDF) + +[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.5560799.svg)](https://doi.org/10.5281/zenodo.5560799) +Source code of slides (this repository) + +## Project structure + +This code is structured as an [RStudio +project](https://support.rstudio.com/hc/en-us/articles/200526207-Using-Projects) +using the [R programming language](https://www.r-project.org/) and +[Rmarkdown](https://rmarkdown.rstudio.com/). + +I assume you know how to run an R project, so won't go through all the +details of installation. + +This project relies on the +[`renv`](https://rstudio.github.io/renv/articles/renv.html) package to +record the versions of all the packages used by the project. You will +need to have `renv` installed. Call `renv::restore()` from within the +project to install all the versions of the packages used in this +project. + +The `assets/` directory contains the images used in the slides. These +images are copied from various papers and these sources are acknowledged +in the slides. + +## Files + +`lecture.Rmd` - +[Rmarkdown](https://rmarkdown.rstudio.com/authoring_basics.html) source +code for the slides as an +[ioslides](https://bookdown.org/yihui/rmarkdown/ioslides-presentation.html) +presentation. + +`lecture.html` - The slides rendered as an HTML document. Open the file +with a web browser to give the presentation. The aspect ratio is 16:9. + +`lecture.pdf` - The slides rendered as a PDF document. This was created +by printing the presentation to PDF from the web browser. The aspect +ratio is 4:3. diff --git a/README.md b/README.md new file mode 100644 index 0000000..4e8b062 --- /dev/null +++ b/README.md @@ -0,0 +1,74 @@ +Analogical Reasoning +================ +Ross Gayler +2021-10-06 + + + + +[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.5560799.svg)](https://doi.org/10.5281/zenodo.5560799) +[![License: CC BY +4.0](https://img.shields.io/badge/License-CC%20BY%204.0-lightgrey.svg)](https://creativecommons.org/licenses/by/4.0/) + + + +This repository contains the source code of the slides for the lecture +“Analogical Reasoning” given on 2021⁠-⁠10⁠-⁠06 as Module 6 of +[Neuroscience 299: Computing with High-Dimensional +Vectors](https://redwood.berkeley.edu/courses/computing-with-high-dimensional-vectors) +at the [Redwood Center for Theoretical +Neuroscience](https://redwood.berkeley.edu/), University of California, +Berkeley. + +The purpose of this repository is to archive the source code for +creating the presentation. + +## Related materials + +All the materials related to this lecture have been archived on +[Zenodo](https://zenodo.org/): + +[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.5560797.svg)](https://doi.org/10.5281/zenodo.5560797) +Video recording of lecture + +[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.5552219.svg)](https://doi.org/10.5281/zenodo.5552219) +Slides (PDF) + +[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.5560799.svg)](https://doi.org/10.5281/zenodo.5560799) +Source code of slides (this repository) + +## Project structure + +This code is structured as an [RStudio +project](https://support.rstudio.com/hc/en-us/articles/200526207-Using-Projects) +using the [R programming language](https://www.r-project.org/) and +[Rmarkdown](https://rmarkdown.rstudio.com/). + +I assume you know how to run an R project, so won’t go through all the +details of installation. + +This project relies on the +[`renv`](https://rstudio.github.io/renv/articles/renv.html) package to +record the versions of all the packages used by the project. You will +need to have `renv` installed. Call `renv::restore()` from within the +project to install all the versions of the packages used in this +project. + +The `assets/` directory contains the images used in the slides. These +images are copied from various papers and these sources are acknowledged +in the slides. + +## Files + +`lecture.Rmd` - +[Rmarkdown](https://rmarkdown.rstudio.com/authoring_basics.html) source +code for the slides as an +[ioslides](https://bookdown.org/yihui/rmarkdown/ioslides-presentation.html) +presentation. + +`lecture.html` - The slides rendered as an HTML document. Open the file +with a web browser to give the presentation. The aspect ratio is 16:9. + +`lecture.pdf` - The slides rendered as a PDF document. This was created +by printing the presentation to PDF from the web browser. The aspect +ratio is 4:3. diff --git a/assets/README.md b/assets/README.md new file mode 100644 index 0000000..29db4f4 --- /dev/null +++ b/assets/README.md @@ -0,0 +1,6 @@ +# Assets + +This directory contains the images used in the slides. +These are copied from various papers +and the sources are acknowledged in the slides. + diff --git a/assets/blokpoel - explanation.png b/assets/blokpoel - explanation.png deleted file mode 100644 index 09ee439a738cf4c7f3beb6e928406b973fe90931..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 183623 zcmagG1yodP)Hgngt$+mz2q+Q)BA|q{f`Wt~-Hmi8T>~frA`+5HiZnxahln64F?33I zcm4N4yzl${*ZS5sYu$D4pv;`}oM-R-tLJ*Y5EsHdM|=*2Lg5NOdm@EGoeD&uaCpv~ zf}i-C``v|qov`2+mN^42$1^(b;XRS%Qw2+DGhIs?P4ky1JySE2mkbu#<}Y8GTIicu zF5r~&qEI(c!cQK{*oM#cJ7_em?bIxFmNqg~QRjIY=TVG0_Ko{}GN<#n`r!_N`X{{a zHw1ESEX#_FI#PQ~&ot=dCA}Lp{>bsMQPYFTy2#nNcF&?0o!&TH<}opn-rtEv^KQ%x zQ1|3+?3geSdkY?eOZxkgd)USG@4r!~Wwuiy|Gldv#G(4{jgHrw%m2N}s(y6#zc<}l zUr+pd<6_MG;`qNekMgeH`R|KvDvPh<9sLQnSZizRRrFn@kb9~!Q>}4pPrlq=_c?*8 zP}O$(`z00V_2Hd8nf+fh*s|x!4nmb^9Twu;SCz-HsfwZu>b8$nIm_dJ;*uD2Hbt!a zoI-x{=ptT4z0}pEyUio;)8Cnxpy3JilN4JvoH&KdUnX!4wIs#y59k@A2a}vN`&axh8{61F!dG zzsH?ujN+2-FD{D?3=F*6%%{IFq1IdQI>z7Me{^W*>tlga55$h6xGfc;|1PJ-X*@i< z&|;0U`wt$FzaOp&W{4(cHs16;EvOwlL7uZ=ksk4pgI1VsL{*TCjLcdb2UStJF}XMQ zca{A-xQ(kqkQ;7K3Sd7aVrn{XEq)wTu~&KS??ZKQ82TM85Xz$+zdqX?W7L_JB=&`- zJ=w}Acj0&CG;5UyUR!S9RaU%nt>+m+!={sxl8A}975rKBUuB#tD$ws}_@b1rn_5y* z!eX_}lD+dpNXTd)oTDe#BINRw%Q7Xlud!?C38wwU^;Kjls{%>rV;DJJxg|%CV_-cE_q_XtmjWt&rYGN zxp@{LgF+(C&c@8|N>~5No9gQ7xyJn>sY>~IwvDM#zP`Lu>6fWQ^!r0|l`&LO;`2`%!4RyQ{)&;hzqly62;-2H?wzY|J*z}JL@R_1%;|T ze?c(DjkWIYPOZ&6xiUVLEg2IO8X7uQxQ$Dk_#&ELsoXSzPCh9mh;L8FK20zvSwvi1 zu34>gb;(6SY^|X|ENEpdfHGCFTuqyAN38ezcS>PwvV12#z5Hi;=lv;~llV7c12OVr zlaqJk<>jfUsD%ARg6}4EuT1=EZe|osi;_u=!%RrTkQ zEWf557Iu4#h_|{YjR%{bhq0Ts!g3IhlQT~JG>nJuZd-Z${4EPL<&$c!YwX2M`Yg%e z=}{jAV+a|Q;|&I%%TC5OD$c9NKD*Qy{y-TnD?gN-%f^49ZMcfntVsp4(dVF14$rqw zk_@`RWx1mQ?sI!78e+KlThl*wn$<8-eqkV4D)+-Zm4dI;=dT%5me>^zoNB79e7v#b2CZUgsZ~Pp6{N%EzKX++~`D*0%JX373SviAnvTB0Qz)Y_^ zt6|5BzQTtl138i-{ADjD$6u5VBxUdCTYDRv45TEwaEjp0i$}Dyw8R`*@9@ZZW7!>6 zUw8#G1b+FF^!s_(T7P>I@~q3t7L3}0Uu4fL=#||wD~X;6Wo?V~R5yfXL?>Ss?tXzp zw7cucQX~BQ z=4dk^8lkD89GxYtT%$oX?ea69Vq#*ZwgLmMdLL+oQ_{j-$aPwJ+GbH!Ru;-@;jU(z z_C-8`J87&wIB7@OOxXYa{rfDF0moqFWQoko8o#j1O9awt7j;xs2{g;38QZIDd(z0j zKbG@-9MX-0%yO4UsRmxwit>T9jeo%*e^t9Ct`by+5?35ItC1 zFJAcEKQjJezG8oGTkE?mT;af~igzgMm{jf4D>V|or=%0E=CO*w7Bu#6?(CF@YmAo_ zdHUh1-}TNgBc!RofV42cGl;E zC~--78;n0&mN!H^kk@Mp|3tY){;=ZDMADQ+^Dn-ekNj5~JJn~_rHM`P0wa@Dy5X<3 z8L1Y1<`pX5->e$nLZNKCGWq|Gwjn%HZrexxGSU1eWfK)zw0r{s0+6cz-56b1lwYag zM~OA-s`z90wS2$tws5jSlE3)R9||QNuv;moek@(NPwajF`h}hXO;^faux-6v&C5Pa znD%iWK#@zxV&rmrI`hz6CcYor2b~X6ySfyD=w$0w`x=`)a#ucmAY@3c`EX6%Q6;=7 zijPrPMC{pb75WJhJA3k9xokk|b0%$OQV;Q?OW?)Acgt3@N7w!5$E z1-xK@3Afgb(dU?NeK1~ly|--zLl2|h@{QAaR&d;WtZwjid>$~-Q3dBdia4j79-zT+blS-$*IoAS6x#x)728Q!5zRlU;Sa~Pqi1PUF&j(BYVWd z*WXu{BEq?>ir?P5$I;W#tcKi$-+vgW!nJPU7Y&v0>GcKnRP)SHeVKN&!`$A^`q*?) zLLCp4FsJ$EduV%pBQqDa561Yu2x_OPWt#`p`Nt;SmJ|^Y$?DnIF)J4>dOhF%Ac%fq znsr`Kt@$)`fr=xhkZNY)?A~`)$UqJjr_t)3>6#frzs4DB`&^>5K{uf#dsV7Pzmn0?Z765-ZnzP(u9QiqvV z6P$0cv6K;94oxX?S)(KIzVdg~KVed=raNSd*XO8&+seX{-Odw!=5fAHE!baVDQjq$ z%+1ZsvfFm4u;`$_?(Zc&6gVokdmp!rbBe6yk}dR_4W7Nq`04g8Q7ca51DB0B%!uXn zCAkgu!S?r>RY9S_))MMFZ7ngD>x~MeoR-g!vGUWIS$wRHCyw7u#cJu#$?EX;EijDM zX2`h^EYfD>>Vb<*l1@Mdf2wM!AW286yrR0got+&mFRyq_jPFb%nOV|-%dvQ)IzCl3 zXp|{vhYiE!SYf4NU2hc?l~vR9$aqf(**J zt@!kEp>iA0itXX{mTJg5>!O^c7I+t?GHb}Bp%Z-1cQe{6vf9?JAr}!7YtQy3(X;E< zs{UZGlodzJZTY@L#Gdx{Z2_T}Z^)DNxxxEwcWb4-I_^bqCke@NVF|i~N?20JN547B z8LIl8kYaydf9|Nq%Wa*ZM?C9Y+ML7$aWLlTD7g8Fh=`^a>*#w5sAP`4d1G_nS%_oD zLykhN>oN_L5fcAxJ2sT8tg=uk^7i)bySuv$O{7_FUe_3>Ylo}qLYfuT)FPJ`R|B)N zSIX5wK7US3ye*`|^l)-X%D29)P1?uDhtT0c>jTTxNy+N!2x-sDR5EFfc9_y`PhT&1 zwnAf5V^rkiQCvkedx4!R$50wZ|GEHtyC1_pm=16Le>~&=_-p@9I`arGMLAoJgxxs9 z<^p_H@vAJGzjxyXgSOEG(H`-aTp+; z)fyjCI=Ph3d4lhHxd>4x8}B2IRly*YriNWLXk#&%wkfinQwp9qfA!8+Z)JYjEFEF4 zSOK*Sx%~N_?RrMt+{W@<3Nv!EofF4VLuA7jju@LTJVB+BSD%R4jbncW>>IuQOey@d zzt3`fm53yv%9Y|K(@jx^w*(@K16m({fE znT2knoS?mXby?QS`e_WUG>h5rab$}Bq+R-Y{>+62DeYb^RE4V#!@}X!R|qugvls$% zIJdQH5y5L!XBZV07B=9tp<3EK!Z21J((HbAiRrAd-`b71xlfmnHQ|aqh8h~sIAWb- zh7S9?(%OQ~@e$6unz=QG_-Auz`}G(dk+&cQji7m*E~cQR^*l{Z?%CtVk2jtY zfq~qa7Qw|}>Tw$G!sWqV98e)Z#lfKnAaYe@HmB zVje=D!itOON4D+9r z$<~kf^vP}}QjIk0h@QGAzVbBna?|9e?jF6&m;Tq|s$BtYp6fKniRRV)*c8s8o!bmk z+P=I~NOfS6PDn_Ig!)7l^6Q4}DM@pm4$A4KHkU>?(c3v9A@@vbbWo^KGUb6o&A^4* z#6c&vC&x(=ZNHJnDMt6=tINO~R$BS{_x8EQ`3nJldM8et(n;#))PO>N{BPHf3fK6O z%SR2AV&hhfI5V8ftI1p|zm78~>-WcdPxEQGsHm!%gkP>zd$hN$XxPgkbQZOU(yIR} z`S>MJQd1jl+YB0vZ#)PL4%W?0S6Z7s2NMo>QjR9)O`Ax&aiYS)LRx0#78xjdzZU(# zN{tNd`zVyT$I%A5De+7~qI333_SN=`Ph~sS$yiPQeBb=C(ECs88kVG|w3hEWWNC+0Da^$!SOSij1kB(rz=!tWkjlJ=69 z=jCjM-e^wUh^u}7ii;A8uIV4%fIu25$W=`&Q^0htX}9yH8o-$-H&p+1tNf^a$k!K?JrH-ph8vP{MWG11W<9AF+ww- z;mA1vVNaYPQN`|*@|x3*Lc4J>QGvDI&z+gT@v}aHn3hB!m1e8$c3KSDbbj7`C&Fe`*Ec_qQJoiRZ`r+Q zZMqJc@zm5*ywZ~=1*BJyM|Xq}DoA@*CZe{D+x6#q3fl}N${e@ax7Iq_7pm}O3tnlG z#N#Xn^Shl(Qd%=aFju@%`=>iVEiBxxqi!~9|EnRR%*@Q~%_{sg^ImHhS#Lv67*vfv zC+2i~SVj4Wy$P>42q5%&?X$xNKk@Iu-w+iMX)W-($coO(luK2h1@w@ajx_5M<1dJa zK~oo)`C8=W!nrdkQE_=ZZ=uWGT=@5$i|MUxZEIDnFSpIVp8)>cVyOPhpK5KmhWx*t zeTMsbvV1x<=u03vbj$SSnS>qQ`-7un(yW)A4=^u9gXwPHhD`&_`XoM4 z^0Gw8;kWA@7W}i)fm{q}E8x9<*X=?{OGWh*P!nF7b^NJrZ^p zkwe3hX^tFrwzhY8c?V>6tahwl>gd!0Vn=pu#=rWp{QwtxfeS!}BL} zI7fIl(Z*q|Jvf8O$|0MJ{*H@7MbzP}xqehA+;4rz`O<(nVMHf7Ef*_}dGVZbecY&= z_q)fNq}{m!RajKi^N?zB(eU?I&0r;+C$Xgd|LewW-yywP<=J~B76&yW`Si>l`BZx= z2GxC6q|?TUhU97T?<7jbB}cB(VwP^HcX8FBH(E}UPYOq68Seb?TK8Fgwn8@*2Y@IP zYrVhZAtfa>8+ZogGJDichb|#Np!UchN4objq(e;&z}g@+qwCV>2a%%u)vg>)EGT@P<9zXhElb${^SD*3epkQ2MPnp7Pw4oJATSp)(* z>beC4@xPVFPby#EjT28V`DSCk`uo@C>s~zK;^Na?g#m1)XR&}d>bkqTf6{)E4`fi5 zd$Wc!Ha;G|PO6q?6KbA>j}Nd zIF^6n&<~E_f8U{%ihWPVBQ5Maw^c901!MX0J*rxO1_<2slO5RYy?XdXqdi!9dFcC; ztaj^)e-Yc%m%5l3J3E5tq!^m@%g-$rvnwkywe$Rci?}$+4ljjLvq$=gE4eX$0 zzdbqYwbz-Z+SbgspSWl;%xN_p`{&OeFfA@&lVz0`R;QC%<3yFwslZqa$2SINYKL!w z5cL9nDx0sSYUQ+Ng-PEq!y|k6m1xj89dxim8{uPqzEZAfDqeb-|D2V;Th}0e|8HNZ zpSNep(hIkOI84C(>MNzeWQHb?sc%GW2}V$cKor|Qc4uexO~6bF<#O<`p6`l&_u~mN zg4TBTuzQW{W3sLF;3Meh=vOa~{q+&}(vXSN)+SH}K0XwV947od)4HRvbQ} zn+cBWPCv%TFMbW-vaDU->!YKk6+S=F+_}HEV+9omdhgcucJfP1hkcR>i5C&3D|2z~Uq*3L0wGf%LRn4zzJ=id^w7TMoi@FvMqYT;JX5piw2(KQEEGfvGz}R+ zLHDvKHXc!lXnr>qizZ`iifny~DGM?7PDYuQwlRSHbq}zC-#h%)DQ)EnY%}3_`38WZg+Z&%7 z?dK~6VPrb$qMWie?Iyc1A-rUZp0Ol2_2y+x{;{kxokk6llII2q?+FtwEUifJ(b^8( zj8iE^&@6N)WCdHjqsRNURz^2Q0~E7hetbK&w-aV^V2y!Q{yh>WVgRa%+@Qlmr&=3G za(X*Xrad{YW86>Scff3coAL1h^2fw8_*GND?c)wVS!AScCvY9aHGxt2Elw0+y*-zS zL#ez#Ox11rf=K^Ljr9H3yRa!r&tb*4WoKve zl5okTsu`yOKB490REokQiGRO%#>#Pwz+`{y+W%N6^VJ~$>=7KWHr=lbus#s5`Mq$y z^!{S&sU-6;nPf`?>`Hn! zA=kv{^V?81=Hh#{wHnzqKISsH(^yupD|tE}K0`XZ``S!n9y0WL4k9}2UV?YHSQz1ZK~q7nvgt@Hh-sAQdA{>0ZV`_DLV zadL=snx!NnZYKXv?*LFX6q^wvY~G7x1CNMLJXPJXWi>oKJw3iTJZU0~H$j?4!f-3= z<@A1svcIXZ#WijX7tk+YzML$=z4tE*kjk+#{smVGR8yHuDXO*+sW_3T)v31l8c>Dh z9*2admxu}rxBMO=QD;1GK{bBn5p8N}@{fhCjp+^RmyH)ADs7AL0OZCxva^8AmS@a% z=~{1tj#@ht^=1x*>C(Qp9(&i4)RGK z-$a8(Q=X{_tPfuJF5neU6`Lg_zpio*ePEOad=KsmK_M2`8uUI}o=%p-=z>QxwU(y( z9OGp@*Y{;)Cx}70gXIQ?W0#}y_dpD-f2 zw1Y!_kP%c)poo_)9oPc|$op~RkuNhHaSRx(*|J3W78W+04(RPf(awA3mVcZ#7G$u7 zvJ4$wS7|AHFOzXPtfx#hkcxsnk;7wN{LPoN4J-`H;qP`-2Nq7h=LBNhy@`KycPoN( zF}*sCK{VU9p)Aa}^ri@h>dw|xa^%66kSJZ>p7Gb=6v9ApC%?%2R_#PXLnE6cCkt+G z);8JQ!a~p@t4_(uB`eSErOUK5>*1HfAh9H^w z>b{^?w3RYm@6X8V>gonBfbKWz=B#;`_V5$hD|E>J`EmblF99ARY)^EmOPAyG$qavY zGxpTNDru#f= z$QfU*6^_(=qY?&A{TrOGtWu;3kvR)iR%n{TbdtGEI6b>~1Sgg7^1Yb=6ZP(_17}{D z_D{EgqlTR;yqaZ?Zu$0A4t9w~UIkD)SHk5K(6 z1QxVdocgXo7{VktHP4iwo$?uM!Okl$>$;fwZ_h@_(&i&vkAALa2C$8}wRJ}rkNusS zOpnIuLPA6<-%c-$D(ges|IucDMjq< z48S)gOlMRnct14~Mz1+Pq0z#j&Wma8cij8ywmFmI74BxYPK{T@`C-Rr1j;-=(zE>_~ z+Y34j%2`j!57xtedN@XZit?6weC-+}O13+1yeuh&HO4&9Ytrcr2_Sf2^9MpWSK%kn zjtn4=0VY>^R62kktJ%qx9se2Y>b`yg;0FOT3}*E&mbn?dnhP}LN(Vt+pW{FPiTRp)b{M~b?G zw(Ku26ScbgV*Y`1uNLJHvHGXGW196`?_j|~kyT;c@Wcd-FrushVM{i?#VYZOG_&*#P);kc@@lx7$a~6v3y^;Q~qSfng@|gP?LIdCja>H1cNR=*ba*& znGo+U8FvCRt0^mWV4-|3cw_-)-8|%T4tr~tO8NRpw<;@(ET{ad$wK(=P4_OK zO}1Zp_2ik+2;9qW{k{kL`K~YsgpYzJfLGk1n~n-%=LmO@!APq5Te4D7^)ld_btb;n z{$DQR3}g9ZS0;%b!{oJda$ zZ;l;~4K@cf3YAqwbo3Y@V`8ywxQuLn832WHJI7~E)7jR(2y!ke0V_m&b-UTQeWP^a zDk*7dFk{KrpN}7Jb8VTKoW%{YaMHt?{eCpun>V#ke!y02iUh5|$Uz!I0zEeaO@ib0 zUcNfg9Dw)|GwExjWq-WRD%D?XDQj$;;(p?^5r_nc*1lQrkd(_>3@Qyf5|Phpyy&-M z9^9G`BRDntMFFx6FChGses<(1Mx`)8CeaUbPp#zZ=PS&d&if@4&O5RI%j0L>p2lza z^*NwttA-p&d$FYre$6T?TV7t4a&!#$5h9oGH0?(cVU$U`ZDVUr^fkOUR) zz`opp>L$~RQ?8Z97ZGd0iQGv)8|*oSsw1<9}wvez?zx^7^>(-F%!Dc??8+U;D)m61gpT@uO8w_r-H9A?0 ze#O_v$#SLkY1x}wTT=+$YL4#YHD;#xGpkGk&-EG@wi#PhYI;D%L22mS3 z93Y>I4l$IfQ)4g5WnD z9UW)4^m|DndnkSuYu`~{*-mW4O3#yK5IP=@R83RIWDh!p9%@h)StbQW4%U5P!p_fL2Pz0k$GC z`VogF6nBP*x?92CzDTz@JWls{s4fw;a4QUF7VT|IF3PHypK&j4rEY2#8i4%_H+gsc zR7Z1>;l2C*CLoinS0BOb`3iN1{noB#L8F=lu9WqM92`?)@|=@ZzI<|-TGhs%@%(c} zHb{wiE#E_^K`S=_JUPSGRSuH)?=f|Nc_GEvM$Wa*g!K`8O3TJ}IKvgqK*B;){Jp)6 z!Fb{cFdJsQj~uJf@7>vYYfB#F$>=b)BguX*{yA7K7pf>pL?K$?H>6?Zv?dEy1Uoys zH`xQk&5>!c9eEz<@U?=1_C>)As`0{C zXr>{9_1D8KEyIsAD4mDjJSXN*?abfMW;gtq+1$yR?0g z`i)o8v3&<=ps`7veQi#!i91i9BtliqJBXuDcaQGPh2YZgCE^G6fq3Mc#<>Y!y}SmT zCQM4(vJ=i-y`xcO=@(mmu&*3IE#AIcxB}{wW@f^x;qUebuK4X^-f2jmdCfm`!13_m zoeU@R-s*^Nyb=syB!>)2Pv{!2Y+5)3IIn{1kd()BUkcnCbMrq!_9#^EhrBN90C&1QURBx6bnhu-Ewn%DoJL$lyKLRR3{~nyz|GYDjK}>0vrSBA z?f6~YakJa=+}spr*YFqF9URB%2+B7YpAEUpGTkPD{j+s#wLX~P zaEwpaU=P|hJ+C0@DGBvE%7}+f{19%!a`D(tLQ^MnfWF1zFrWhZt$-R;DeRbxG$3n= zP4nk=s_QsJ-XJz)E!UAgPG$#_Z+pHs$*?a&GY_K*F`89uAZ_Ra=Q28(M2(Ta0_(X@ zWS$a2erwUB_wM>t2&kfWO4C_MIxtSIr`W{L>=r}+oSf?2-^sLDPy>~lR@7{7do8=2 z;x_Uvv#z-Ehj7^U?*EY42wrp#WE_f%2WHxYREw-X-PQ}~dJ5TK2);haQ&0Fx{g{|d z>zxSS(mULMV}+fGlDA2@UsbF=1iKPgvLUu8S24;XApx$}a<+?E+61DnA~2Fc=QIw! zhC+G%Ej1UR_NZc;nV@w>jKso#oX1t*hHWJM#Rj5X9VB{-Ok!Du1r`&lP>RzLWIQQO z5%APmOuwJ_D}Ixm!6jCFC}eGjB|+#|(1$E8p)M#}^ZwAlD|2%x)dPD(yH2v+-?alh z{!aatG3eW4lcR|rR}c7l87RV`!&m&XPsj{m>u+mL-G6?AZ{Sb#20M}xCU@G+1nGv} zwNj(%UBMKT`?h1lbtKqc9YpLu3V^|vZ|h0A^>l6LS^OM#T#_S_*U$TcPNg7&PCo4$ zpUnar7V@o$q9ON^6f(8gew{HFm9 z*dOmsc<~U>%eJ-3-VLclz{???Ek6f{tMZz-&d&{D5N<#ubJD~$4ci_&qlj=!SA*-)H z@~&d9^Q)x5VTkl0%-?d;!L+aO&l|Q4JCfsIYKs(ZA5_IJW|-uCIE!+jJo0DAj?>Dg zPlH}IT}b^Lp)8oHSeht%kq5fXt%m`D?v@_VgzqK-HVief`iw*#OwRPDfJhDD2@g3} zckitB?{|$IKs)7yp;n(_4SG$)$IO!BS5PiHZ;mSMw4APPypu|y2;_f&ikjs%1Gq&G zI;)eaq1}exk&^N`sURvb_&jolJxZ(n4%Y0&p!+Y>&f-Qo4Ww}6;^RXNd%x!?&Ei5t z%KWDkc#xp84|aY85P2ktRp8Lxr{HJIHI9SFp=0$~CPU*f619M0lLP1XI(4@&WFV1_ z72I5|0e=pX@Y>u)8Q6V@m;Vs~H+H>sF+em3<;fsz(EwqxQOGv9%pJ8|?iZj}ViRo4 ztk82-KvRBe`BrMYSP5pxF>MnBJ@1j*IfAU$B7Ikj46;M{I>iEL_BxFTex@SEJCb?n zO^-UveO$~)he@rQ)L(X4*dJj}kd*v_h16X(45~8A_ZIG2|FVMW*_=Q!OXo`q%r!JTQ z1K-uM`}Djl$h;&8Kb}L`hw@kihq9V{gNTFD>}zxLR-|u^j5pdxKeZsCIk6lJLJo4a zCWVmblELez>W?0Em@H6y?}k%W8YD+jj-4EovSCMTlA!O6BpAuPTE38L+s42C6+6?J zWLHnfCjMR-Vi{(J*b+D7?_lK9lxC5><)oIa1Tt2L=&ftWmm#5|Q@F&Ru}Cfvl4seg z9cEpSAiR$R6Drt_rrB~hkHdPRwg=u}AO|wnhoN~+>-kvk=xD?lX&T6kS(#{_8Nugk zM^Xd&GJ(~R$e|q&@RbU5G9&5akxpEa`ZxwwQl`k#fJZX^qoPU8Lix=0+RO$62@1u2 zS&DOTeCLC&Z!20q&sE6elOG340?Or6v(}sh2=3D0wOXVtVtg%^ z{yg>KffEf_XtHa7sp!;73cRoUaoR~7JZ*UWVj>WlInpt8hR^I0Rj2SJ0e|*+6=L87 zOynJDK`@lpeS%YyvB^Mn8dC_#%AUi(P_#GW6G9@^<$K#R=tfY$|7O@+p8u$+F*?c~ zmK%3#KpwlKp>rag@z6T+=(BwYC+KEs zWHE>cdU9o=mrFbk4$`fTz4P>s?O-fR9Nga&Sh>ak36oSscUC)Z5F>VRa2gB&q~@3{ zl-(^ob_gvqc>YClx%)u3W3gGkf#!Po;huUKkVH6ng7elDB*1*f6BU&dV-(H&`O z+H&W6i)3Y!<(M%LG*box3QiueV)KL)$hME8UZo$k^}cJc-DWycuoK!pb+`gw{hv;X z^xRzguK>83_r~&{?1ENXkqjRH$~c?YDF>+6-+d=ng5Uv6oMxfX78miavkm#=;o%X{ zHmU~W5jrkpG@j?0XljBzPo7NgyU5|;CQD|$44Sg^U;jUR|1eui%n9Nk5HRQsUdTi^%+!$dicMc zw`7~ygLE>ugZhB_{Y@_fpK|OQT-{A%jskOQ%O|@_3g{JL08hP!WCOGuU7|myAXfjZG4a2GTAXCQZl)@59(f)Wq|bnNuP&6e!8x2kqN^%8wMNjo_O#uoUQp%`MFXAD@a#ND%dh zTVY18^vh)P8Nu$cPt_JelGi{oa!f}~fl=JG>Ie^6%@8XB9Yqe#vE}MdUFP8A6!ABd zNlG3a)mfXxijw1R{;+Iptri9Ptbv5dpadYpAR;OnK#AU)W49^sH(B`!i9g$nKO-Yl z{R*V8RSoQU6NUYLzI&GliFf~432=l;I4n{J%og74LGHy|NYR+Vv6szirWKpAZkXV+ zZ43^h5-itrd!j*}ebVMZrp=({^N2l?3N!zVldq%m@Z5V($h<=N5N-^d>nKevR=Oro z-JhJ>VKT#ijAp)+K%YSG+t=f!C-d)coh|3v{nB~+#AAUc1$>>@nK`@7$O*?QYSH7o z&2}HI33Y8*>}HERc~VHRkSpJz=F~eM?6?7XRwdWHG+ttM%!y`4nGc9PG9!1n#zkdCzofqMCF4G%65!{|LpV(im zZL=EpXOgb3uiNhLa{TlrIv*qw$00;{d3fXGc@0xjpMoxhhVXfs&lcVOR0WspaK^{S z6$&QtpMQ>Rtn$ETMo-Hm%FtaPV!JAzuI@^4|G0+_S>^92XTcb9r_Gd3Ye))QAYwTq z5y|~{j?*f`X+%(^FutPY3Jp`Y(K*V?XMM=Id?F)xSdJ;B^P)2}+XUOq&5xsGl2y)< zu$i>)YU>#9DwaCp=FYUg0ku4(qdu!SuME@86f5z@a)^9*XU| zHNIp5E7Z@2cwU}UE3y4#;2jr7&^etArm5! z$!dFAw<(fAp_1RuDL*e6pd#S+{AKFY!u)>bs_*lF{Uh(>GmQ+1`GYEsyOwlm5lvyXvPN{pbkE!v9`sO|(Yp}HFFMc$E_} z{tW)w__kDxcU*1|SBs zjpmY}BlylQaOn!ED-4?9?(78Hm2q6u&3pIQ+AMUNBfNqeLx+c}JSGPU&r{sKEtw@l z+Yrvf)!S*(m3Zmn$B%xYq34?C`-jIya5sK>-@1HuLEUL>nTk!ndoU5=C6n`0(Hy)M z+bk|N(F$_Wx`4Va5)yx4Hyapgi4oe|-&x4+-^l;^IHuuvT-zkOhKokSzyMjCNC^Mz z$N@U);QY=tk+{p3&+@I`rl9EmV@CM*xz$NYX;H|fE4cwErU2e+qzY+m=5C`py@fFT zqH9;KxEk=5oxyD>)2eK0!jsa=NZ}pbYIbCK^IvyMxDVw@ldZ|J;zG*!8`voM~Q`)j!;FE20Dx!h_+x9oi2?A)AWys={A z&N0-){tiBjSRyj2$?0i#(%yU{pDULyzZzS9IWI5tX*PZLb+w&a@LjewgY0eg1CbLB5o7%l6}c9)XW%cs6`b2}*#Lg$7x+HYxf zjT?GMJEe-R8?URV)>&KoY-M3VUVDrkmzd>|#v_;Uhg4K2hbNl#Y;Qzj!T?PT%*Fgb z?$Hv=)=P)4mlw_1PFUzQ@;`aZNe z>LV%EPL5J9Q^rdA-Q7j=0^8Pn`O?k%@tZ`cxDP`!mxViqO&uM%sXvnVf`1+e&#%~K z{ySX!Lk_OW6+JYpo8BbBNsKRtUFoT@xL)N*^%>dzB* zVY?rD4jW7v>dqI)9=A;%p&?BD-KaN@yD&KVA z`%GtgZb!tl_c2SrxWp}incob()bQ-{tM9AxC%mP?=_Uu_LcK`kR z#39YEPyW7ap{{ksqI~2U!$vB~_LOFzO=Vg%o9^aX(&Bh>^C!t@!Q|BkZ$LcqAqSdnFLZXVVEI>B$+?Eg%*W9|4yYi=+fp*QIG?L$T6QNmrpF zIqX&80L{~crif!Gj9l8IiumVm(+7(kuAv>)1Pu-8Qc_cyt+sP+G#;dGZ7x}(UahZw zxuBhvW=iyvUx42tj)sDQuAsonL$5gunI$7* zULlK-+$W)nG-P>z&8}ggaWPpY^#l0Vk0_XbI3MhLIoK@lQ+(3+Gb$Xl))Q~*aEqGy zR0yN$TUbH16lLE~RwHNy9tEI9Lel32m}CtH+L}Ha4%;0p#_ea$PcUBm7{P%i?&sk- zp}nS}dh^q>uQGJ3+R=K=({VzuBo7Pt|Mu8KmqPQgbKFJNRdD7v*Ijsl{FC+WDnK)~ zKusyKXeqi((?%s03$qkfvCFVG0T)!&_%e&t)hOi};Fc>s(9|_`hvuRMCoj7)(Oh78 zyieuIi*a(bp;!LHcP0?IT38g6%NGk>J%vm;2sDa)es~G>YIIR^_T0dim-yD!)^{{b zyx-4sUMfMK&NChO2si(|vgOze`?e7oIz(FT=?9IKywuN32A4k&(7Pup=Vw^e6TS<_ zeIpXb59x(hqd#6Zen{R;fs=1{;4H4j?Ch5ZZ->sH8X6mihbHe_FMd68Dv}o+I>U4M zl4PZ(Uu2s{_umcC!alV$QlqfAv(QCQ@}M6599nBtZ|5}#c6DmotkRwuG|rz+cSEfW|Uo2-`Qe-VlMJ|g71I8=%AjMDv%nKT)d zNZ{`&*2o{#x9I53QHch<_4da7p_M5P>KVXkFI6tL;el}z<>ArUyVrMCeEAkTqr6UP zJKx>EV$z#izeeWyK2c-n_QKynT`v6b?#XVcJ%QXk^=PXoQWW$wrt03)fPXuXD@E`b z$R$JNPB`s`R`IM5Tl`tu64O#_M*jYZ<8|T3S~@zbvKy>dysGa==iP-K8D`X(aZmAb z2bJh}&#s*+5WWW|MD)a?nl9ccEGm3?27neng0wz0y>dG$AKp0F4_5VZyO|otpk&i> z(`2Tkt}~loEwZ!JyZ*@|HX%WK!bhXw3+s7CwUXMLpA{9TIWFr89mezvzSR`pc84K$ zn>eAOeDMy~Lr#sFG}X67(0?9c6W_qyHFntyqCMK8Z`scTy??*Vo_2&#>pb|I+%-Bb z@b#6vmNxQE`a*OHm+T!_Hs2wX;M?Dl@I+AXduKh#HAa=+O44y61Y%Jfx2xz*Qq-x# zNq(fN{%k`MfZ0vu4Zy$iZ*>F&1lrS7PbY{+wtwWYUp-@EI{3yr)q9_qn&O+ISAOK* zkvw)=GT&75(V){Ln4%p_!jzYz1rmH7I!yxtA*y1c#fSf;#}8QY-Qu$^1Hj$3~-stl$4bEsoDAYH9u&jhX%S-efuS?`=C3wC5T_)j-S?s zLaJ$>YWqFuLB85?ZK|ebxTPAp-}IPh>Y8)9sw+5QlD?$lo#g|Ak< zY?E#IjF5m@CE(g&iIei|VKo|V3}X+?1f}`rYM(O`6VvaHpbu2#imP&?w`Csa8W?!4 zgxur5OE{COM?q2N{I9=FlKgA=^RwNyn~TvMMSy8EHsAk$e7$v4m20;?yeI+bMmm&~ z2I+2#6cLaHkxuE5ZbTYH1Pl;qN$FH1L=jNByQS-!%XrUw&Ns$y|Fy>+Zd|PAe&)Pt z&O3hb`v;0P;xjT{9@QH+TH!BmhKKnC$|kQTn4P6|M_dN#{7)y9x3Evc#+GJEin6IQuY z!;|I?4ueDB`LVbQqd-Y2MUHVu)*Yj-q29aP;Ba^Sm=xc}#>RDZ6kF1JUkSOzZFuU9 zkkx=XAsb2)>;b}fOuT7N|B3+Z%H){TbtGh1ys;JU{^uA>gu|gWn>slZDRF2Vqyon9 z-s(Fs3F|Gnv@(lb1ZM853?stX&i^6OL}m7*>$W3hWH|HZu_-+7 zrQa@n*l1`ScAEK;t<@>vL?MYCl10#|P46%oUYA{=G|vz;(S6V7@*TQ_FDUN`cX>; z_S5EforuF*8KHP9gE$>JMTRjQw=%FgeCq3nN**Q{+n#pB031sG^QE`{`_c)-fW}z% zrap#3WL?N^P|bURfHu+(?Wh$v6S8#FdF@{GKRskU8FKhSB}2+>K*_8er?k=F%Rn6Q zYn0Jf1wibho4BOTAuJNLUUL^=-olmtymKnvtcMEO`fty_=0W~qxnXe(Y`lnU#_S(@ zb}UJsCa0DnfblmC3}_SFZ*ZADaKc@dmf_vgDmF}&YE|QX=`fe@n7w_{m!us8MZ)E(`AmRW1{|E)9~Ib;itKe)Uub!U$))DXtT0Xr|6`+;<#{Z1RZw<2?Db{01+7wvi? zTXsSXyE~-W%sMOWur6Y?0aKB_=Kxhr$4)O7{1IR!rbYWHiHYc}om7FHS;_4Bm7-K!n`6fKQMQtAo{zt+0yC+z=r7**AX2;F*XGLVYX<}gRU zztV&+Qx3wP$o6*^bdThdU5YcqdMb`r9N(z41Oz~g!1@p8zbXPv@L@|X&eT-3#}@HZ zViKq=H8r9Du{p5fz(@XA|9P7ch&70y!O8?`@LA9?E|>yvDU^Qm-C79H2E(i^*1H?Y z3Z1uU`wQIZ6FKf*U#J(d8fKG!0sB|j6RVcEC|wFRSg;a7J37O|k%u(3+c*g@D_nzr zZIUeSyEP!(h>7{$_HS?0Dh89T-nq!E93wZhKE^;EwL8pcF@)^o-#anm=%ok$Pbc4Q zBxq$0F^C0WX6pOr6tT1s;N*}UAPH99Bja!^EvXo(THL8pzoRDgke3pne^^z#FD^+#g_y?20SPM z<{|%Cy7%!1VRxD+Nql^~p3Ti$w~+AhM8XsukTkNS4}m_&2gn0Z;-H=u?E1O6lMxFO zF-xW8CrdM%i`%b0>+R=tu}3JNQtOWpv@l?R)p$_v^L0s9#C?Y{eG-ztq^=b=`*%VCDs?>gtPfw(uYgs(rAPl$6p-VX23R=pf;{w`HZJ&HV|i4F^XG z3fjDUe=*_L1c-BVXGl_a#?cPxF%w68fy~9tz3pl1WC;#Y(Mtt7@0wtE47Q__S%m@LhKDJ+^s8E6uoP6GioS;Rmqx6{BZGy3eCGkT9G%?AqIb{oS>@z| z<2uDX_i(!s*>`>n0iq0qwX46sT@7w;kPpuE>L{sCPb=1o(Gc84MXA$kyNdMun(G&F z@Y=N<=z&>U6*@V&wZFgQ_otap6d|QTrCB_-+3j;9-*4@k=Xus>l{=4893?v?wS+4c%gyx5l=`K% zm*&s+J{a5fI_!L@(66Go4=@kQ_^;HFXalvipli zk5NN7{iO>{ezIdQaowNq>)osiOUg<&`xJlF;u8_|hyCXiLz-0#e_cAj(`CW3#_2;+ z64?d3OMz!-n2yEC64(DU_A}iQ1PIe!phStLS{e;+%lhSEq~|ify7q(ro(|J7%x5@1z_F; zM*lq}@%Z;^d@dpJaLA@(p%8Hdy7caHM88>Q%h#`(&?9d@lXj=m@~v|M!>UjSdI+Cy z$4%`b&3kc~bCMtwSDBfaqiwv1tPdlI4{Foie97(}blu#4VPzj>E$?>2a*64d|fO!Yz z_1W2s>4G*F3Hs>3=^%T@QR}+JRQqW8YM#TlN-px#3SHjHPZRW7zCIXcT6Ohb{3n}u zJgz|XApBQ7j!*#~>(=;)!cC6RkI$F#` z5LN9*+b}Lw?YfmSnEv)oL5suS&4G7!Zp39S4FMu&o4sgIO&GhmGga-kMg?rg_5bun zX$tMhF<@{RL4hR}JC=nedtp%h`@xt-o)8e)BSEUgZfNiwx-B9mcCo`RZ$hSosSCOj zMX|yBnXiIEBJ)3W(U}eUsAbRQXJ-dm0T%&W8bK`iP`n^mw?X$I_ZiYXV8h zLS7+(*6?^{KF2RI;a7+y-BZ2C!<094=sr2YMxN&DVLV8s34R~!7UtuNWEV$gP$Ha} zgoMaCV`&uCjSq25N6Ve^|NeAk z?8}2(pjA*Kg@E5Zq)6WTW;%b!al@<=c!fbAOq$YnS{FJwtj0pK%yC`%>a}`vUkX2t z+o(1g23{Atib^!BPv#voIp}(JHbLZ zQg1`ycS%x-_nLLLRWubd4Olu|7ymkxIcgrn6k+ZDXAy-NRpvE)AxPT4wI@5rkp#_m zZs314-|^QHuMZEiA@T$tN%*;hCu;khn%|(9x7#2-`z|~*Yk2vP%awSRIdEe zMA-Gd$K(LMn_+Ca%z*5e5z13{nlJ&3b$vzu(Dz(2=*F7Z!KRrEgb8iOD~0YJK?6I1 z*wpU^7Eca#%W#RkWHQ&iKtO(lZU9A$zb1YH9rV5pp06*&m~<;lF?6o##|{h(+_brQ z^CqvyA|dYS;erFxWlwnC_6p+xa%WO9nhfyWXLfUuN152L;>Nw?XNNzF{DgDSa@?J@ z6*i^r`*dtcU220VfSSf6YjYoLjI-&zXM@qY$JFt{f<_cK+NvE7`GE^3X4sJsX-KvF zWf_aiz_-HiY1&4Aly7b3*0W1#zqBI4rRO8AKl(L4Q@>q3(;3_9@KaEt+TX|~rXYj* zbHj57pE??wb(toSuEq(_ifG?{RpvSjh(mt?FM9L8Ad{E8VB2k^5OV$y|JnlML_eCh);Y<+#kmwDwOSy7+RRQkskx?7 zpevd44SW-eBgA0H-mb!u`IiN-T#vypgJlj1NpJ6z*eq~gzQW??91Hw0*JX%%^JIy& zsO1V%&dt9aD+hJqpx-Q2)a=6gSbagoYZ%3#lyGG`!doO@W@eUrq%4{Q#s)YReBOgM z>wLEOzx@_uHil6Q$E9las;gL?oT>@^P^P99vY&7|p8gbq6#SC;I?^g~PU1-4RN+X- zk!z2{6^&4t=?sl=JRg_rfilh4!ea!+eOrU1cd6f)*l2CO@7%mMQ#=-T5jXIR$Cg~_ z@>j_hEJuLA;r-JjFhc*3=R*+l%W{k70AY%Z3mWlj&cWa%l8FG&oeRa8PdnVgln04SBk%jmOLC zz4e|u7oy0y+dA;h)bq8|26c6HjeiZ7E`EQrPcde4?&JaW|4Jcew)1tS_@<6Qa?Lc- z-rfq3@7p%R!=*lhyU7P*TFttRXQxwhE6f13jS-Myd7fJn^QSlfEe_E4t>Re+dAs4( z-zLd6aUFEz*6r7UXWJAOa3{5V?xY6W>pLj>um)f9f)Tw#n^f%g-yG3T;6XOX z?xN|(z_^x^3Or!wCZ!S=L3pFBq@v>3crG3n(2UPZCZZ(;IXTp4G&Wc|^gl*MW?&dM z5Gw1SaqsU!ByRjaXl%7| zoA6}snt1B`N)#Ygt3o(3%|Kl8CSEkNE+Cc79%|w2C!e#`KN9&#(SX@Jq*|O7qRfwZ zDLN*`4a&WSrNjrfPB@NqYaoQz3%u^mVATX;JG;Wp^+gw2X)j#A zZ?C6dqyBIAzt#PxU=Qs<1a?HV-)Sv_L}Wy4uk-o4XC;-DepTBlEJ4~FLD028Khs5i zX5R<^sXwb8a#Gri=U^lk>2gz23tL`=wI1x0BMkzSu|n2Z9i+~pfv9N6v;}}dDbG_- z+Fxj;^d98ji$j?^%?_Kij0(t>n*ps!R6dpsSka)M6`OUlc&xYY}9aBSMMyx0zXjd zN0`dxz^DQo*qIeZ4;Efi)1-hAV3xTn|4v6=waYO+Id^JY`;BCuvTGm_tPB;k!n54k zThlLe0}~P%e$%V8fAv|1J%#O0{|mvHXXaz%`$h$Mg|0gst!=}k7ei=}LF}5n{}vrt zn7*bsnRS}pEpgn{m`vu%yZ@$gUWEG^x&5vIx)8AZO@iUXxzYcn1DDms&qz{JQ@gH> z(*nL}eT#+W$&}-8=`U935_o-hyB+j@5s%rD!E_)bG^75A9ng}3j`u4D?~$QV4P0kzZd zp+ZS!rL>tJr-Us>>1JSx8PqvndTse*M1ND&fF{r#z16?f3(C%^d3}655tXoAAdJ#9 zfBGS+Kg7V4Qy20V70zLU_o#$+_wLKrFXiZ*B)<_ZcFlcG6*99-&Im?oQp$ZJbTlzE9X8h&lJ-xzRv zL@sfpHP0Zwxjq(Hn=jQcJiEa|slU*OvP&)av40md3ddiYL?C%E2woP{m+pMUf9a32 zb!>~N3r%VFUjvme>2C?qEj!>rG&M7aX=Ix!_6*TUdIg8|z*?~$dWVs;?0?JvZJ^X<<2g@*-}UPk_cq4Dgw9Wb0C$$V#U_*sz&6OR*F71s zOz}QW1PTf-z5l*hiv`pI&ZK+mhZC5(NUuYB7UT);vme7S13J>OfkTefAy%~!02?B$ zVilQ)&Tt5nfqc6TM#*t2s~a zX1f2=2YCw&3 znL-N-GZ`eFihew(XJP7MNz%k#NUuO|yn#&2mFz5_3mcnPK3yt)b)&z`jWcr}2Djp9 zM=H%=%R7YS##vX|P5G!!zhLU(a5~U1GIgQ-=fmY{bAXbCY0&tHOMllif|BmJ zB(K*hB`KGlV9JNwePmYeW4OwH3xD;Ypk)7aUkral`x7atfd&3%hlGes5GEj+0fJzd zeb`@9gcU$SohI4Yi{EEhWn&)1(WUZv>lE!moQ{Z`D)dDYf=0>}i{sUD!ou*+pE)>;Fx!pT`+uo4pTxRB6gPIFO8nUD%4@m&2VVKRZ-fjY4MX(d(oxHh8HV@MKFp2GS zGN4-jixQHXJ+iXHvyFWEaVkRBt|=iyqOeO-mRCtZ;i&m9scVRY7AEGti1kV{%_0*H zb?T}RhV;on?sG9t5o8r$<|m$7Xcd~$xalf5U|n&09!$c(o^k1U@W&gzy+MX>#A@h> zh)(-p!@{Qg>4m^jux3rP)L$6Cb0{_x@t%KYygHlq4Z;z&Mf(SadU{l`bW(xvRRxCz zTduHN_#>yj2T1+;^=q%ir{Up$pJMztOx@+kk5q!;YMJZ?g53@Uw*rhO?GD^Kd!^0c zB+hc-VvQUL-TiuJ3}o*}oA~*Y3c%yFYn9c`bNt-FMql(`%Lx0y!BLK4L9$rQHQ$ zGKTt^d4bMVa7_$ZKeKKMGs` z(+t2^x7t_=gjxYfHKzE0>a-^d7vbWK|r_^R%tg6M}9B(^75fpPbs{r zVU=s>LWLvmo3n15eN~Rqy8_9uzM?Ux%JBn`mu=*_8;1H3BFZLq&Gzh1E$0S z&yF{w54?_%QbXa+K#>+EKxcE2l<;upzE6-dFUi^rjn4AgYx|WZAc#z5xMgN;LD%Wg zg)*~g1miqR@#9`Sk^d<-y@MOVAmsL!YAOF(9>au)?pOIR1qBSWzvcUD2H2RcYs1(e zlVrL1L84}BsO(js@-C?$h~*&3f}(3s=Yg#nkyeb=#r~(4+##fcwf001bxRwR_B|rq zneT2cn#|PO|G=h^gAP)CFn*?(b!HfRYGr3<{%1A=q`|xvUCHgA1m0k{F^3U!KK4BZ zWp-~v9w67RuMZwc`k&E^RN5*U%OL207k%=A)-L#PkQ9o`bo`F zjsv<=yo#}z&9SV<V+u*iXwxv z=?VIyr~l)IGd_?nbBonx2?~3|D(1S3MM9Ebu>K@`apYg#db?tFcDDG4u|GrD!I63U z0;%)id9l?0PpZqmZRGIR^F~T+zeQ-IGX^;y4Y;T!^L_>-n{yvWanecqy%W6#x^Bql z6m*mRMAd|nD^}%`bpbuHd0JIP<3|HY5K%?9{TW=SU&+8X_3ao}Pfsrg=EoP|vH+xX z5{4h~-%QyHu7!bbqZ64hcCP=E!5|D)?$^-x^4;hIL_ryoRHtSQsBic7=7Br>JAUDA z2{bq6p_J6U@g+M5wmuZFY$|NfFWQxb*T8Z+I0C$V{Oz+DAHC;4FvM9sj^iZ*Et^B*+4sgS6_g{chV zi)OHpmr~lPWyt^V zre#3QN7AVJ5BoCt+J0pX=J}e7>;1IgI)%Wz^-{JxVEs5gaijt~X9HAWxWa`MVf?Kl z=J1-tr-;DK=RlUCPdr76*hwixJf7U1|3FKE7GjW%9S2jkIYPFd@*zA$RbicjytOJ# z{0-9T{0}r3J3(S1~$%W0COK zl(F#zZIztoh~#q$w|s)-ttohJ5FA2=$jpWm6g+YM)bFk#TU%SGkfBJZ@o4>5#R$sg zI{qXivnPl9&2%fBF+lv?6>~TAQFDbYy<}#}F&*%WAnLp?>)+1%lkxaeY^VrnqT5HD z2GyJA(v`iJpdaxoV11aUTaFrDAxvni|vM5^a;nM7o^$S)Us zS_GuYN@T*AMBDe*{b2+H7gJf;pw>e};L%J6o}Pq=(OhiOg`cD zE#$8c1F|AWryCylf7$H}w#Tr}hzfso1gZD7!f;7ut?Oe5J|OjhzD&>ueE(p1HY1V< zh2fHi%urhunEHq8F%gasZN9mad9*ImsrI6`chqxBvOfugQrt@-gmA)#qLZph`}K-7 z^9f04xv=8k3?S3rs?y}-f|tN1yk z@Y&tew1x5Kw-gfN!DWU)r>XR5Dlzx9?TV4Z*XFz9^&VTO$PtDuv(A$3jqhUhHO$4< zUrMqW)UT_lb;3%k{#Q14dr|>lpWUn1b2PM4QE9lCI1axKq>wID9objA?{i2Yu!7MKaFiQUNBfKFG(e2+#LrAe{AeHpY;k{uU|jT=mr4jt(CS2O36o8V`)VrU%-xjBX^Md0#Q+kNC~n2WBwDd zu&{WoriZJX|7kuN&xwGcG~Gf$+J7*sg+N0a{_!IlB9~U*D(ym#fMFio+(Jd%+)GCV zG4S2}@(Y;z^fItSp~Q5T1JR^SZ*-aU%9OIZJH-9?zu9!QwKe&ldKuI?5)~UZD8QGa zG4zTK$Reu;X?N!kt?<-cIQyvZGn!)8Mx0>#2<(24S^HVBwG&Rnruja6zAjfecJgC( zYqj@&tYx=%B*o>Y?&tRm``Q&Zv1(y}6FG1LNz`ih4Z7!2o`EeoIuNsLnaq~gfc=Vn z&yTe>RBty@7;QH!27>MkR&{%>avb`MVx%rm7e#QpHyWyn4VPxUfc53+RiraWlohK_ zWgM35gJ5@Hw{Gy;ad{1sAIO9`G{)37@_adg)B1;pPbs$Qy_M%D5y<(H<+*d6$!C%- z7r@2`c@JT1Z5;`_j;2Tb&mUUn!05uU2ssiGdiNb!!f+tWw`5za=v2Q}hczY$xLK@g zd!8i30NkH0q-iuj~{4=J$kWV(Q?bF?xk;t0Qg*{ z`kVL&ng7)p?+r<2YSzRz)d>0UN686b|F2o8H|ly7;*HH zN}%q3d2OeUO!B308_I!)+;HB23kjFoF1KN@ghlNc79v#yW)4!=9zzc>?W|lw+GbZT zk_EbC{-oryCPl_2mfXO?Et%hFMCLK-ybg&cQrLrlS%T{I{Kq&w_fKo)d7ZA~x#K|o_Cw=}^FYdEQ2)lj4!Kr;n zcRpBqi&_PD!Z%=Jdim|W(w(jS89>Ka!_`C()8Z8pdR*>e7fmV2p|%>7az9r&dSI1v zcYH6i+3}r*yi1+=mXYpz$LtsLFt)or*AVpsDR}+{GlRvgAkRzR;~|cKfH*3|DXa!_ zJY&ziO{PvT*bIh=(JtTtevAlr#+$K68kk4RFeDYicz#Z?0N08bx8-T%&1vH}l{$$$ z`i13}wNL$bX18R&$*<>r2I$z37gbSJeSChjD*^+Mu*o76rmR~Bd%5+8#$j3n2Go%L zRd>1oCaC%$P&-XcO?e^GoXyC%x%v}NS?zfM9J>JbxG&HfWi>U4PhQ_@jiHWTly+o* z8wxOhP0T3Anao9!g@b^Ts*&sTtIY`+&s-iw#w(rXe?5F>cxb;n@YetAaYO_k;)Qws z`PiWi41msa={3DoA$tFCgxsPl@$vP-7NHQ-1i#Dx2$n?ye(SuQ8LWG?w|}%|tN!5W z{+tW2eAAU3dO+h;(dN zx(~=Eu@T;<+%)eQTw(OK_KxZKn2g~@f9YgyBjo)y7T&!8))=Lv=w97O>J?P~3EUXo zWt_m>Far8%7!zI{`9QHAGY0DXn|YSteOx@eQtt(B_>rxx-$)D--b}V_%><@Hd<)%S z;xUjBqsLL=JLjtDf!P@?z-oyuxqk1aFk9m#xgas%hQ1KC8<6~>e zAIxmrX{iqZcfYB3()iuIM($ScjJpse=aqlqx;)D+`(jpSf=m7dDHWBbF&f1)S0f2WUQHsj719#e>S0hcOx8?0P0D_-clEkFGSjbY(@`VOQb zo}k*|UzCG^GQNc>&mRpWf&j0PbB_pKhqDc*wj;Tm8h{-xzD%E7b3I zXhQT1O-M^Ez^6E{YxaQ?c5kNw!s4KQw6+}LKm^nGnUot9JSF6qE7WyzFvHUIC{nzD zLVtcQ&0|F0TuNyQQ5>AlI)w^QEs&!^G}4c7Z)FI5-WpA7pf@_GKNy9RreM$*Yvg|^ z?BmCeePZ+oDAcxV!4S-5>2W`%M-FsEQE;{V$EDQMGaX3fL%Nj0HQSMFJb&!`LSu_N zl!YU89~fmai#p(Flla5Y&SQ(F7AJqx`^c5*!{Vhy&a=E=4C;UDMxFQVyNJ^&CB#4?AuutW!e{0*d%y=Y z8Wlk&;elv;`0a&eKCk((I`AB-(9lq5?c9M?8#1{{F=eMz5d8%59R%~VAlhGs1G4w) zQV(+{j8<fj&D^B9CjB*1J(gy~-Ow0v??>e4&?iicfqF)Qcv#_vmUHX}{w6@Q`cBROm!C>Wh zc5cq(TPPl)>vKGvv?sBo*IsaPGCAaiN;*E{?9BTkhb_?%x>vV4Wyqwf=%u}a>8os; zx05(cY#!ivdwZXhSP>;(<>aYPNq-vHG=kFY3CR#yCnr8ZL7@`!AN+aw`Hy=n!RRH8 zf}MJUfuY+6$7l$-z`*v{`wgzxh*Vm&p&~;P(dSuN1mhq25>e1Fb-c3n)<$walndMx zZ{V?5nVk(@@9kY&U&S?pZT>D#6P|9)%ya3^%wfQl;394tv2&bvO{b<65nTy3^nP~B z0=~Y!y1IJd(Tc%gQNJk7T|^egTko0QR`L>?o|&E{Hj{tx=1mwF%~O_;CCHS(j`O2S zVi|#3iZ>^u&rQ49A`a@#ABcDzU|rm9KjtSRCq+fT)gU~T39*E7%V^ixh~%&sg9$_4 zE_#|2ihm zS=DymSGy=*`}<`-yGw=|)_dJ4td?RS!~)SR9NBi^4ME1e%B@8tPv=;Bi)w%R@dVVK z)?yv_*p8NF`HTi{b-T5CNLbcQH@j-?QWc4B&Z zWa6y3r9l(LWXJBxm!Y9f;R##jme8-@kuP z=yfhtR$iW6P=JHLs&=E6@jQQ3yXg5~LUEfZ%CaY2)<}&W?3W5d2`07r(XlkYC^EQ; zmDlQ{@qES0GFy23sS-BB29~Ih9i~A zGeRD`hFhDRwOXvD+dNOLv|TW@?SA5d>T28_9uE*UEHd(9L*_L+h*y=Ayblho6?^S_ zOiL%_p}s?{!cef${$`-^H1O$DVo;(?tgXA?Uh(d31rS zAW72gi|Lr{s94$D+a?|n+GB*`p}R7}%!jRl6`u)>+jOJ2vAM60;L_4l66Gteu2eMi z?JVRY7)o!BgbjR`KIPTZ%H0k@z$h=_JuIlp!M8GmVYASjit6o-cS{1u|8hy-fyuyP ze|K-@yVa{FwZ{|@LlqU}7R1+W@u?x~(hl}I5ixOeac3MF!l1?nL+0?dIaK$B=aP=6 z%R-~IP68ZIKmKTU)Dg<3_>OG?Aj?@;EJ3Iu+BWsDP0wMX$?l zg2Kufm3Eu_Yp1st#TgmleVue%bTYNj*49QoNaX4dSZfSm;quwp3J)n6nW`i!2S4!* z3Lf&~pHeW`PwnF~^}$L0e%LK6#yfIZ2;>XMsF0lwsZ!`3%%Y9&mk1A@)aJ9iyxk>%aB6d#kN_*rA2Uj;Yr|s2Cy7%ry&@6m>5r5oCdRU)Vs8gsn zRgf*e_5DjWAr`s^;T~e)^mKE-y%DJ(laiCS*u=2n(~G}dRJY(3Wyh8pUvXTSzm@NT zi;GwKC{q~XE1aDlu^y(+)-VJZbzvg%3cfpGtFd#UgyPd*Sh<~90=Kek!KDHW?0ml^ zVfcDWfouud4C2~>!}ho}?DF&C!m*pP70Ty+)sANp>!G729Yy!+QDO00_3knT!qMHm zbGKl~ai+r!mzs|TBEPM$&N2J#+sJX>qmT2aI?8r;RoMc{%J`pUdQZ;BP9%=F`_H@i`ALC#1al+8H60^Qe*73|?)Agb@%Eg~YCP+J#m+?3B+PD7 zS$!1L;=uf(Z$)p7{aSLPWM>T4#@khA`u)9Mw1CEp2#<+S?ESzm^K`V)9X2OTIRZH3 zOz_TdTg5_XenxyJBOjOc;YiSYU6_M%c(*k)@=8L$_I$5UeWhUJiQz}$jGoZk1ZEiV z4F52yZaY$nmaLPERqaa+%CLs32Y>6rPN_qmAuiQs&44*^SZi~l!|UmZ8|NDQ5rm>Y zV0OElp=o0p8J?J@uaIsEayR)Y-N@v4?JFs9`K%A_$C%Xv10kq&Y7zoUu=_%;`x|B5O>gW4I>|3N ziZ}?F^FArGsCGFOb>6P7t|mM@40XefTk_>z;t?5ThU@F5W@O^^u&*LAr5*?WVo`Z2 zm4Ka{osXm+&DjU%OApQu&|q_4(ctako(wc465fqeP<)gcwE{F=`jQfhBMFuY)a5dsuMJP{F;t3;7E zd3h@44<6osI8;P?&F+kdSt%BM)6Yb~&C13GiKP$>(VeZJ-y;z64F`c~-$4Hu{xQNV zE>5ixuQ3^tyq}kEU-RMT)g~)kuU&FAHjE4C;dPH(Tu3rVh;L%Q`U&gf+SZNy6=hU- zfndizTKnm{{R~btTvLTLs=g$d2CqCFTeboc8p)Bqg}-rU^Wk|zy@>B};>WGomzQs5 z3SNR21_=;;x{dRHsDig?ab*exp<8cy<)k;06Vf7^;tQ-! zx7*kAZSEFD4vfN{#?BTD9Ccmw=cMdxq_<+V=YD==+xBK80OMhJ_cM>WPQG7b;SrD? zG`Iq=rOj!Eh@OJgDYl_Os?vTUR_j3@?>QZj-0YjTIH(LkG#z<-W=)pm8rs^y_odeo zMHXQDO!tFO38Z?3P*>Mw+e_0UqdV=Q@DAScK%RbEeEqBUw70~NQ?S|l%~Ot({f$Ny z>slEYlrf-$U_-@G>{y@pz_Yy(>9;ayn#D}e(n8hV5`83NWJE9Ups%GOL)dtz{VZW8 zDk_T4=EzkdGB#P>HJFg;(v`&D-&}Z0A-puOdORe6CtzqX=!O~j~`;XW(c4E!YD8q^D=^p$;irz`I(&Ou}$3bRI!J|^S$XY#maG^H{2ii zhp>6*!c3?;JguidSruW0&Azlb;}gF4hF~w9Ne}_F8xwi zcnYU<=*W;hDlUrThAqwks%2O*Z1&I-RB073LFO4AEVw zASWVdEfAE3!%xx~qpaYeK&z~T#rX72y)Nr-oWba(Q03`za<)JZg9i+-s44&wmmo30 zt~_XpUfq;e@0UJX%3`5yjT$qWdD=N4Ri5Kz#i3UYff)I!X{mvuLRG{x(m~ z=g><7QFOkZH0ipHNuE#!aaL++`_b^1ZI@{zeb5n;10YVq+#3joL^Pz`?}Cf}eBT)H zSNWNUZ6t@Zk2XI7I+9u$YV94r9UD(1cR5Y+0X}#foma8o9eP|hDgk>u&^X?5IIeuh zk$wF5cd3%G#X2_cu1gQV#wdQbB6`q zH^@B9tS$+ZtPf!84C+ieCOVyu--i$VxOK|-u!~Hnw&-y-V>j2;)V^XyBR|G#ox^RE z&=Wk4X4w(OlP_eyH>kCvM(2H0f%zQdbOMi{pdhdBd^FX4wWk0AS__rckg8y4=mlP0 zL50rPdETlLSPp~&sVl^lEA555>)%IcVP=T*5)Lkw3`CJrhaln!S>M!;&*0jL>iu=D zI6~@rF6pz6iNr;3M@J2yo?t7hJ$upTD;GYh@wZqH;MiWH7O?DTi@qlSPa?LuS_JlE zUjWI}xcrqcFG1A7ugG4t9t|Cxj+XYQQpYV*r1Zn5mL+%Z9){h|_o49Gs%vQE_xqj~ zn%{lm_U3lA^O_j&fG5w-h`qeL06>za3HY_3M^i~sIhB@v?CJ_Fjo^bDuLux}R`$q= zrh$W>N$p1809F?1XO|V@c=Euj306g0gjpy2y(~_!Bon{Es05Ml=C;P7ysF$s@2}+O zBKwPvX~q3pCj3vYd<%YBTPp^P4P}44eyg#(k(rSZxfI__BBjv~dZqG%i z!oTP@@5QV$KSb#$h`uWndu$fb_dNUkds6mKp8$wnVEE~;a_?T6>NNm|VKp@vP}t^@ zZI_p(QQ@tHi!=GnP^#?F40BwDX|AFBpa_uDDEKCtPi-~_As1JCq|9hlI^Lr-HZ=`Q z=F$gVg(+5B`{g^=xj+8#X|BP&Q(VU2C(FjzD?8)*$QJt~^yPcfzytKedOx&ESxmM| zRBU2Qaw=$-NiRB$_t9ruvu&bg_m$MWN)C`M^p4Ho7kfUr<$Qqb5jd!%*%_IV&Mq!| z55^^~>XqqQ4v}G@t9WmrLNE@_u?a{Yl9G~X_l@Y#eI5^^Myqi>&*NxxStzmHdPG(cT`+r^-H{rUp#Y^5sj3Z1Vh-U_sjV^1orju3mB`NwBA-jQGxVTvInwx=T3fhe30u*y(O$PzIi;rI}{hCx( z97v3?8gEKgmy(>z5Y>!i=6auohK4N2t#iai7BHvQlBir!Rh6<-@x%6-7>rd0$+q5C zXq_*CnvZ>h^Rt>-(d(COZB$wMnwl-EwnrYy>WXEbM(dd2g*G-e{&+b9{wM7M_atuz z_tIcZb#=my82Y}tM=%Jg%7z^xH(Kw4Y2wBU5L9T}r2^Kc$e$ zB7pN7A+7`Gu1-=C1;M5FJ|M%J$1`l`Wd*$IV>C3#d1I(KpI2+?Su*Sm8X28$YH5)u zb#(Av;|q<~I6Q}hc|oWAv4@lZ=Bj{DRNF7inZhWTb~cGNqC_KA!I;j133&9 zb%ueb`|@QXYw*(qt?}KvPh(C_d;nW?fF4n52BiavZg5SAD0mzu#>V0J7cN-+D0`*S z!YRUr|)QnScQctAeG*^ zTH~@@$LFDy_$(3Kp|}Fjl>Rb}JTvpV`wKBhlElL+M^%IT(0;!T#(HzrgST3qWMf`S>Q1)xYL^?nBAxW}bGHNTE8FONn^N!9Y{lj`iwGHiPQeJ(INKE8XJIhauM z{BIw*sO5ahqQ!y#l>%kR#zJ+@f3`dZH~Zy8NxHhQ8;m)p3i_c!uip|AAUVdTOC0H1 zTV1tn>uisRR^?R8W&5P6ntC=S2>&7b1q1z!6rQ`TDltj`Lh$J&g71sF=TukgPSfCr z1#P@mYdxX&dqIm4JfI0d1G?Z4Mu6!-CAQXTgU0Znr<5j zgb;Q>WVXA))nqiojr52Yxw&X=cw2_jDctv4qSFLcu3msgy-V;Hh+4}&Nkl~$3k}_I zy!;X=oOUIsZqT*CRDj7|blR}Du{1!T<&!hWE4Gi`D_88e<}eZ&pR4r!u)ZL$bIuh0 z(C>|}#uLx$Ar#a$G}Fm0QWm;#TLr65vYwEhp2zKW+;hoN`+A=4?mPl&#_xA@b;B3) ztP~WL0y}4>$1^{4_m%xb9$Xl;rJ>E7oLmfuou4-@)#VSb-h*B+>Q$qmmaKFg*qqLaSRggVkq%3*{T+I82+XM3FLIVTF98!5d+aT_v&Fh-gCE4!Xj16ZX@v}?=Wd_{Y4~j8qN|xUeH}n_enMH^SqS`Irij;|F67^M z#g9UriWF6f2N$89{4DT9al_rw>TD6`BO{;e+YJp@!Pk&ueJ6a6X$Garp>?Cr<(AY# zCPJ*q8n23Bv|%@!p_X^Km!8$S-&Hrq(+Bap(sn$0$L~yYVR2=}45T*zvgPD_yvsjpz%C0W10Y%(gG>p4yZV9(a`AWk*k4Qo7 z=8r;B4$=5{sA`Fn6P=%4!^0_gUlt7eX}e7sfYL}`HLr{E!6~7Uyk+l}`;>T7){}DX%s0EnjX6=T zf>^Tj-Mf=Df|9`2LJEm@Cp9Xq-6rwVRUVfMsGAp+j@;uC_J zYqx$=hC!x(JZO4DUjM_1uZU~m$%E3w8a*kkB;&4EPnJ@^tNu+dIiW`ocTDAf z$X`}o))pI+#f!2sc-&>tehA^#2*Otl=SJTiLL3oC)HF;C|PlE zr?&AzEUm}!USXRk2z0Qls|BECHdyQnSlACm(0!y}aYxh4cGFyFAa$3b_4Vt8#RbL1 z1Yz!}Cz_A}x9H)|9?#H<2 z7cJQH2`^vC{q=|;f#IuE8NE8^21(AqYrJ9FTc3+}xwG4#nKE3#u-0Ocv-l|U;%4~M z0%7&{=T8RqHSP#`HU=I%V7qZcerhkPc_H+%-9r?-jqlw;N#0^;wvQ^z7~PN(q896| za6`Hnb}^I|9tIy%bN=&saU zP|K1?66+l71x6&?G zE;~C%>&+@S#{&<3X~lph^zhyA9H$M2M%;@UGXZVoMxN|8r_~F|uPuBfIyhYGH&1XLO~?n_mWvTkS!S(3Vx7586-I)&UT41rd>Mq(nlIkWNt$=`QJzZlna15&;z@q(eYbx{(%;?mBaA_j}&&oO2z2xpiN- z*8SYij4{U?{OUCBz@2?^egy%=iQ(CTT@?AxRY*>Qh}dE`%CxT7c1Y1%T}4fS)1U=#ns@^TkX z((i=+VnxB!lr$NTXSTdKNF5P`v0K;PTfbf!pBHB~@*Eo3*2vV4Wp1k^sYY2uGI=@m z2zV4RZQ)uMAq?%qcUe*&O55(BlRcloz((g-+)0tUx7|<5q2f(|P&cYdP%8COw2<=U zs5y|c-l8M>bAtc$Ry~@;akZ5=|JP2x!&^<##2k2t^wp<77)9q}9SY%=pfhZ{{F*be@ zny_%_tq!}f4S2qxFv5BpX$S!Xyoh7tUW1Z^8`%QIcb=XiwsgP=L1O>~O%^SPB^^L^ zkc~F5Qp)G|N1#Hrj)SL7epyD8bGV6I7@$8t?bxdW2=AZ5FR$Dqc`Ig+0SBQYBBK6u zh{R%*is;cEK5B}O!g|!(S*P-N5BJ2_W_4;WtfpGA1aV)Ke1eVEKkp|eR4u&&g$&kN zqdumsCDlhqYBO)jrX*hf+#aj>%)20p0Z;1gX7b=;Bo*Y7U47yaV?dme)<@GJSl4Eq z8y_lWp7%Yw5Jf5xyZH}=9xu`kdN&d@!@21J0muyIgX~%FB%GFd z(Gfi+$BcO6)saFvjvZz?CkB-uU z&MD0`u&PSleTGdIEhQ~YTK0jg&SBUtUoe*W=aW7U90Cz=DcpZwhDmOdBEWnN6QcGr$vr~n++ zycHB5^u7CVbpO(C0wo1@s&>a)Tj6B0h*L>PXkTXD7*LU1TUp`jcpI&xBG}sAo?9kW zCz>vCUl6=Vqz!VHI@m--J?_yY5}Z5r*g|9+A$gOV}aZwhT~IR$x>BgJj5 zt5C5&PWWf;k;bn?XfiGCWmV|=EBYPb2_g1wp1_J$?9YG)IGeJ_T8u%Q(cR-CVcK!$ z&Uu{2JkXC)ZaI>NM?|znT{o;o|G3-4NrYn)D!`23eJQ{X zINZ;kz4bDH*TElWi+9}7o8 zo41!l;y)ETQ0z4|<7U{?fBjMi<%HZ*rJX|a2MW785~`S(!JF}_bfPi_-*%J%jo2)P z!ZWI^jJK|Z*V9MV)ygWh_2MS9%CwTsB=8gmb7P4#+5ZLTiA$Ec{eO&bs3?~@8S0w; zI(6LB8?t{m)IOjd;!rPa3_g@sjaO5Cz873+#~Lp4GQ-B;VDF#GysO! z!-{rnIWTVS$>4Bo=I)uuC@~VvPEXZPZXGW>L_E-|K>l|tG`RQf$pJGNv{GV^c!&Y# zW4e7?Yu&YFJSNG;^yAo*kvehE*~!j-|LXO+&619i63%dm9_XTi{MGgJoSEv+KYkUK z4gbWG4+=s;&He#cVUrV%Lr)P6zbsU8fJvird4UCZ+Sa-*Dli5>eKSyacPYm`VoCEu z7HsE`wns5VQUtG;@O*kYgbQE8`1hTe!H!d?r+ELqyrI}b<+R*>B&n4FvGd z9@xeT17JN`@0#^pNAX3dKB@8m+&(1K(9lN&&r3cE=g6xTRxUa^I3Zn;k0H~^gEezu zM+X1wvy+YiZbtOUx>vlI_`#cP_(xu|QmK<)nv5uJFam-C$TKqzE4;-=8KQ8tLP5FC zw7WXbh0@_hP%^)RDkRx?Coc-)>O6~ zYCauFI$r)Id7e|Zb*k5DNV?-ypZDkNe8fnn_C<~ke^|Gr**pw890oa{R2TAws*xm% z_1CW;Jm&e!v-3M8CGV-VqKhK;oNUHwsg}>r@_YL2rl?htujej}XZUv-bX06?Z|`khgQ^uW7GrKG4wJL0sw#fe{re#PYu*L|joaW-0eX!H z1Z~D^c&E7H{BUq^<2*}-T9;m=n3K+OIo#8$;1pyd@6BWlJ&)qVvzxAM1kB>5(hujDEr~^4ez=xP3b|CI(@r#v6!^Wj48T^Q+4mTiWeskKSzt z5xo)m_r_D=_a+jxu=_C_5FHoSsyi(RK^L68-io(XMaam*gRY{0l_qJ2R_xwQWB&0y zPhjx4&Hki_A$I>}qZ*6k{LU7Kh~B!DmGftKhg}X_KxV-E3t9&X_=X@O z(i`kQ|JG73)&%3#;hD%HJp`akSaO4+2XbX!rR`$@xkT3VBQJ@8Jl1p)k`#KS+s<=m z?)p^@7(cDIHa8Ra$V2GWwwF3{6DLz z)M*9K9D=FRG)I>{$v{G4a`*%zKRG3lALq7gPY--P z6I?tx^^B($1{%w7={DJ^tbwjBm8k1xoV&OO^L;fnLZq=-N^EXSa&mhl1*A=&GYh%S zc?IYdzRt*aH6?i&33)}u8<7Wqj62AU>2M50+{rZ*KN#xiRXz=Ze;#(Q z!>OX(CIOv5qK9@G9LGwTQD9Lyv zKJmi&!bj&LE(i@ZxX%#c8jsNV>Q*jdv+}D!N-;Rz@_benWq%GoB3!oIYT#0>FBU zU5FzTT)BXMru&q?5XxFgzAZuf# zD-hJ4OBSymng|(yTm5o`T1^Za4;n&He?T^b&%QiIzE+3){QN{$iE-$oA7{#iN0Pbs zX_G=zvocsn3Q!Pi5hd`j2J%f#c}5`LAii0MSx^cA#W)gng8ABS-MR%-D?B_EJOK+- ze<_>8B*-erpot_6L5|h?5dS<*rg-$d`BdS9#JYOweXpCuOnFQHp}$Z^dV3z2t}S(& z&I7}9^rNpNVAY(AT&RejmiH8(80&d0ah=}>`g&ws14$Y!b@MowdYJ%_DCB+?IA}SJ zY{3rC4^srasYhu~eujMy0Wed>t5)&2`s?VZo{=^XN(eTUN5)3So9ZIO6A}|Gh;B0F z-E^>b#7J)r_Pe~e#SbfT+>hRSNVX4YvE-m5z@Jf7BFE`Zv?MWu_H^`TDB&qj_jT^2 ziRDYPZ@h}Uf*hE`=5&))vxj_$EVc&YNpa{u6et1gMArBNIxz$^UpQ98?s{t<2|$hk z8;5|LYUXsp4)FbkQF|k94t@)WFZ;bdFMxBrJJcUnjlq$Bh3IoDGOC_-J9O z2TdfghvdUNc3ssnVH=&tuBM$M!osc!Ap~^hWbh?8pA45!t#8yYMjqB>t^QKL zI058bV z#R0N84CQlDW)VPxXq@Q6^G89^T&AR=X#|)A3OeXztd%w6;v4Z7`4`tp?LiTmtg7p_ph4Uqcn}uJ??62Q-EDp3%EzgQ9JJ*d%^A>*7DgoOvG76QedcB z=DTUQer`(${T)k>#)AjVK$^JutcMo(!{2X947gogpg_9m&DvMZ+RGA?A0WnbbpcWZ zZeUm;CoS|Of{>gHKb+bV$xyQ$PX9RqJ65?ikWNntBvCg!_%oU1%l~0_cbE8LiwV@p z7Rjx=`8|H5h;XxW5n%)IYHeXW>sNn0!-KPgy+G3SYVFSK{KhMwhZj0R*FCqfh6d1MRf`<;hrg*~j*#JH z@AAm+G(A1NvQ1M$SQH-}9c?PFiJ!cHrbWQE(!~Xq4l$-{-J2sZurR||a3tRmKxZ@5{>gLf*b5H>~f0 z-VAg-Jc58{iR_O6I-nGFAVcz%fgfT`mVb%O^!NTM;sdUXxRfC5r2p2q`joJ*=oYh? zOb$^UICy}LrD;2mxnC?C*#pwW$;hv%b$_a+8Qx?dkLjC>!4}-^a!+&4wUEZrW(T2F zUL#Xb?*yEZ*EtF(FFMsWRA9rYVPzlF7SX#r-+^q;t501w=l0h|KGz|+KR-{u_jeFy zh`7EDc>&80>OcdCDCR~of-QMq5Ck;Dm4VOPh=$L}G&(#qdx^yP4Ump(w_BXQhfL!sz9-5rJ)d>oq2p|wfo6cYp zivgtn*(P^iaK>z!o;GAECzUY|VJ)#Ow?vMn1%&OEugi4=)uSLvma5fVTm#;2>XoIf zaS8DcP(r?S^L*b5YYr_@pP%%jwyR~mgoKL99G?NQ1txz=#+c30zu2~Z*T^L!)0i5Y zo#(bs9s`rOa+fKP6pDtUSlA{#vOaYIxLV~kFe+}^53m5s1U)S+jX&C7;64=ru3U6vtseUJRz z#h)}R15ww+@T0KJ7QF;4-Xu-_vavzlhVFF1IUt(En$yACcG-#tmBdHXT<$}VEo%|; z#22Jkr#u*4q2dwleCRJ~+-FYvkJNy)XmoHum;6uyP@{)l`O z=^rX4j|7$NFka@rf8UU;Xa=QU+0$d(@&QgnAHX&M6yZYkhZ`C>IM{i+I5y#RAYfe) zky%16v=FRPU}xjUpR50~mc2ifQP$%s&ck!v+{I|%2v$^p01%q+AtK_{`+evA{r$Oy zJ&B4SZ;Dfqwa?PnOck@!HD5*v@&FiwPzZhsu|Ou|m0CGJ1!RF~M299Ie8)xda*uRp zXQw3^4_)WWFirjCaR}-g(joYOdrtPmG|RikTL*h&G`!s0%|Mz)$3Qn7>%3|zo&wV{ zw7(%j^ZHp?2$7{lL?q|oAB-2&ZeukS{MeZ-ep7`en_kx6(NR%AO&Jr`KTO;A_V!+Y zW>(5$b&~8H4WP%UL1_u=;WrocxQ5m(v6cpM(1C(2+jhQ7<=Fs}tzPQ11^VTg=rKKSSS^})K;SV9b=I?j+P|sU#j+qv8O0aan7%iG`#AX#3$ibCg}2yQgcR3BM)JwkOx#SZle7C5A8VSX$O@6*~@K`u&EiMlctuHI>KeN{MuffFb=jxEzk=xQUdx&6(rS#ojSt)xye02why`JE;7~w! zKT{YVNGTX{k6hC<3G)fT%-i&AwA@rwQp9P+&yk`h*P<&)t8N%*HE!>>TRTv`d+`qQ7lK;wZU z9A>lJ_Q=M!*V9u+K=}kSy2}DdHw&Ds#{$k;RqI%vS5d722DH3ey7efwyP8GYb zyjN*E_44m5U(hbfea1Jse>6%j@jqHk^{24t}0YiN59^gm>d01Z+ImUc7rpdB0RpOb^ie9gHL z9^&Il+vYR(UAafI&}y6hDbWSjHnN{TbkpGauTPevu}5e5NioI&Ys4l;fVa|3+?ITB?^b%5M$!4`-^^cSXrr|zO3oY!W550_C?eYT#!oN!rh z*do4`pVZjZ)7j*~zyRtQ^wSb`4>6--JR<)B0EHC;G++Fp1@CYlZoE%1HkaEv;sk3F zlIX;4D~H2gZ1agVqwVL{XGC1yEhM4 z#m*|8efcf~bS^kD)3t*Q&E9WF5}4S?ti`xWp(FJPm!YOOTro9zNy|>)m3b0^sAuWE zGyWBPPGvJW5ZKzM`nom!4FjWV{tBY1wu zy5s@`a?B?$Uo-p=acL9#x0rN>DAqm?~cV_rT}k(Hn1P8Gq+K z%qdLxa!Ll-AGx~MI*Ld)XJq`m9JiK?0~ufnoD)5&Kf6fS6TzQUrT#WBj*5jvmbOPfMeQk~|FjoV_aa z>8*AC@;V^PLvO74K=Y}$0f59peBYvNKsJZsh0v$rI3gLY_=J=|AMcaUNbn{61zt@* z)~si|A|Btd3;$8&v5N_-i3`N0--Z%8C$zL*sFw}$yIoyh-}vX-VxJG+LvmxeIKNSF z#oa?iT#c4^buASg!9)H~0YAjS?haXrZb+OjZ-grG(h{?85PSGJuZ-i`-7;iIx0Kb^ zQTJP&QEi?Qb%h%&aHl=&=eq)TN75YFI}txUG-=V6MfO!lxQfT9f^5}#6&AfY0J_UJ zY|hQXs;&Lj-`F5U&lE3`l$;zAx`n;+elx_~K9A!JzmC&H%@ zTr;~yNlnEh%o#?72TY5XXQ)q}JVhWU6!tQlEJ9y9*b>ql+-r)8I09UcW|@$5@z&N> zQ^$Y4^M8n>toe7)TG|p$tGOBDs`K;SVZHaRM{I{laB`UM68&nNj8wrJOMC5EPKcI1-g@xws$9)W;s$tNUftE{Xd9Ff4!go%fR<_}< zVWf-XX5LbZ8$}9$Y#~=aW|;!!YMy84Sj+o$&Jt^8sdtDX z>(_@$QSFQXo=p>$jXk;8qSvVwfut3Mxg^@A< z#($-EJRrK*${8*15fl`1`Q;X`XRFA%DK}N^P6~rKNU#M?^str{s6<-s)}d*6Tfmxf zXLon|sDIv7G+L%{ekUgWT2<{6t#V--K+gH$*4o$_KR01Q!s~%v>nB6cQiQ#$zmLLR zSCiw09%8X3(x6&&9^~VHY{S|o)1EZtsH!;%dE%GiZ%`yQkF;X}>Z-Y{4*8fYOejhxm`(~8ZXH<5<>*DI5r5E15{BGl$ z#4S_cLu_pOZ9xbb_t&I{Jdjcd8((d#xQkF~Hg^s{%3+eSRQl=Cj zg2n-ID}8bZAjce_xH@$EGcY5q?0~+e03}Gy$O%Tmf4BhYvUduKi@RVLi_Mhv3nW?q zyN|64M)KJgk6Frec=lGtNPP`zzti@1cgs6HbjtPJQd`_GZ_o9W{Q9-Z^zZzR_n*l7 zFC|!_aPI_|af@}|t`dcrzVL8T_}E3E@pYGiY(o^?t2W|guR_1wsm4w(>yzg@{tmo) zwmL}T%@lqUW>E8kc+}WW40xwM)c=rd_ocPy>kv|KpX_J1nBW5m-&Fwae;HA~Mn7=v z(4*U1zlpkTFLkHu8I3gb#jJWS{AEV&Z6aV>Ev7mcv)W}X7=TTFGuT9wRd(P9-Xlr^ zdxpe42)v3f)N@riG~8>dk%8b?^2`t9+>wv%H`U+G_Jw%m=hNgg54KmX9SV_!<(Cq? zN>s_=&z9UtE+v^L$3R#pb$tI%_26MwrdJu`o4x-XtTb-AH=&Dp?>t;j0TK&nAt0M1 z=q5Py;0?HOl+_OYC_t#%?>PQqH`N67B&DF~SK2q%vf^Ta6mZJH&n#p9*+Uh=MZztOBZl8vdVr+e2t$Jfk}NUg*RcXd%y|fb zmL4XrC^z1kx7Um9CU>p?g-}{`!hcB250!QFBW)hDW8>ka-pn69>BGlIP5Z5EFTo&x zN|+8c-lF79la!DGa#R$Lgcqr|Q*=SlHP3KLBpji06w95RiM2?z@883{#jM!_qd zr38gATAkl`q+L$A8%p+@H-3tX%dHU(@A5c+7TL0V%nGuGq;F6yC=j+fzlKh&N z?;L4uZ`B&_E#mq=n;xM5aJ@RSVgP*NDi1kc>9w-M-HJXZ82X2kdI$ zuU*-NzDlzv6x14=OIvJVYw&QnDygiJA^L9-9;-}rc}3V8GZeaW2mgarGu-fk3vT?Xh?j|mL@Z+QV*af! ze~0GuZRue=ifG%#Qbp>9MbSh9Vpnd4hDF%aV^EXA&ylyyo`8#oXKy?s0T^bq4sRYV z3?ox+K4Y`&PJLkgrr&i+gjUqyp^aDPodiY zjN%ScXBYcrP(I^!;U+g_grZM#czg<{@&6}NA7ASDo6EEE zfH*~@(n(Sv`S7sjrJA+5iGM@(tt#IyYZDY;kx}Jq^>NINh#L3W)vC+<9hag-1O3;N z{BDv|)Kti`BlD{pf-`55D}7x&LS;*xA(G(5$R(HStddakf;x4=MY_xaYb(pa0D%ZY z*Y!d9Ugv->vb!wxtVKO>CYlR;?m@z=R<0{*BCQl?mU=nayn!?-T3xhSs^S7$7c+F@i z=F2p+ys;WoG*pyh_U?XA)MG7HpOe6{KEA-<;92X12XcWSDjRpSC_z*KOj)F#AB%9) zJOej7j(>`Z-+2b72k_;>HGU*E~}Bl zwi64wn7pv;6tKRI4C+C0tef!q6EVjJ@=C?!--c(Zwf=j^*zGWlBv(_K1g9d37Rz^4 zS#jW}Mf99Qj<_YdTd8Biz+9q@m;BbrQ1NC*UW?q_8BlU8w`q0YVrL2wNvuT<1s6Pt z)`m+_Bm;OIuOxT1f{pzwzts&VCuiK-YF=JqmY+fdn%r?_BBcLyetIY`@c|xSi4RM3iET-LnZ~thOQ;wZRGuhu1mn~53=M-fR>@Qu zJt8JC5u=#Rml^f`zpi9-V4bVqn(wBVCf=9BZ^6*G6V1 z?B4*vdHTyDPc6o0_PzLX0jH#|+?>oqZ1>NuH1249-@%I!4K~OXar!ou(_dxQf$>PO zAFK?26ln0PJjJJzxB}C(T&$n&>dAov0ME?UJ-G?0*_^KTcFC{Ler|cpgp;LUVnTV_ z3*F4mCw32S$JQJdKHc8GDUQ|EZECCbd7v|GNfti zV+5B`Ia84%Q1uo!FxQqULDghV`pJ_&;bb?0p<4P`7H3!O}a^hvGs@XLr zw*^l3WZIb3Lg!P9@mlORV+5a*2vj@0{6j)mR;;BZlUGl%zsK1YMIW%hV##j}nk`#; z)q&Gnr!cH0ab6n=s;qR$iR$g?xeG2hX#&=7X1|BCNwS)R&%f%meDp}?+w<$Mt%Q`i zX)gcJy%iB^INUPH|2Czs0}6vTKNzVbe(*g1oj5u3%qKN1t*L1M_0h0kSw-dDdA3(t ze_UnZ<=*@Cq6$PH@q4f?>j!NIzOW#pUr;_PBHKBAI5Kbms#GwlQ%5v_D$1;&FUs?& z+AvYVKNOsq(14>(*+J1(aZS=+#R)H@jGq2<1w|S$f4BIaE70{P80Fc zbvOdR(~?r}QA^r0v&Q@66c&b6zSlEr`(*vq;}}=&_-yl705nW$Yx_X00z2X>?|nmP zeen{$5=FEMxh!y0kGb6SyW~u5uNbr0V=xYxji4~T^TMx5k`Ng{6AB+tZGaKBPHmrR zj^ou3aFUs<^2S0gsxIJ=8vp!6<>7RS7Xc^={0tDVtZ3+9AxK8UQ&EZh%n&m4Y~dFKxPITm9s@)JY=-yMD5!y8 zF)`?ATp!5v1~E1vQp%JM<;*!mU<1^6M=p7%8l?Js_GXMY?-qu!WE(l>TM8t*j;dFFME;ysOPHvf7Mt`vVGdJNx6`HT2xI>VnR_V$g`=hu^{%`k z*P1cN6lM2T%aNQRdKmQJqMNgj`bBhl`aPEn39!l9Y~$5f96A?pG*`b zK1^5LT@v#6CG>ozI>`NoBc-P;buw@C4TBnh)#s~hef&}6^8X87xy&%UX~M15FexYZ@@D7K3R!(cC|Qv+$qUJ%5$BARX(qcg~a?A zL#oV%wZ*8elkRPQKB-f(XTbYBRXKt>Nk z%%*gx9CNB!XCgNi7)nOci(=A7 zttYyMCqb_QYvDIZ^Z{*t>}sO`3@l}qs7sQqu5(E35gYzUFt4T|E#C=nrrr(1XEG?->7b) zNGC?pbV`^%4xk}QjU_%D(gjOlAyLUx=)J6FztBRCgKu!9MyP)~74XDi)^ zbB&l|85=IiE)45vjp{qqTn<)-Na+m?3&0zxyp>DM)RY;S^FWDE@iPed&41sXe=?b8 zzuj}W8bA0Cf#^G@X_yR*dd|l7)S!@SZfYWVBseV3g@)8PAwzzQ`?R8%upUH7L)H9! z6dP#HeEb3}QMMEIeIsA`mgyx-(UW+L9<9vxVq%yq?NRj&49Lh0K6vr$-{FVoah|dzfaKYHHQ#B87aDrXprP9 z8{HJg;l%%!Yr+|~=ft8ruDCJPT=;+nbEJp+W>JMKB^5?pI#yuxV)E5_fv1Qm3&UBx z+t&}=AOz#IcMyQ?hWTE%gFV>F{frRDbl&dmh)%Z22`3LWeax53^4T`;|}8lt;qwHR1y{Cp?$ z3m_3(@y)2In!fyJBQkW{;6DyAulDTF2qD#XJUh8#{%|^q?4e2LtO3NqsCYUAf=<-A zDf9ePndOm8!hfoVI6AUOCk6IG!Ho{m?2m4Bam-u+EvDwjST8rf(Z=POkD2N4Ji%YV z%4o%F;Ih-_F_{E&-v@MWzw@BX@w*bxzEkB+avw^RV{Q!1ktN>YW9hZ`9lS()7w|G~ zx=icS=%|j<=J-|S9BeUqLbc4hFPrD27>SGzdoo7roYN;01>uk5Y1xvC;`k_d^&6bp z3nRaUQS0i=j&_jFZo6SfSi#N9yer4d!?Wi}!pX1sTsYzE*Xjyr7YA1@t^tP(j~tLj38>!sw>V;NL}8B4$>zO74pLCn}#;8TS3}P7EuD7p%vz zum;pSTu0WG3zHS)SMVDgGf`|$`~6V0Z|m21T>bf0h*?zhv4;dX-t!0wvq?A4pl+=s zWU4oq@o_k02EZK2zpzQW!#gbWR`h=B@$4*&uZ(K_TNe~-!M<)7o3CIFmNq1) zhiULss&79l_g))j&MJ0~AcuciCnu`Avr}f|ekI5Nez*N--A~(_CI7%(RMXrZyY(pnG6kLIzARTcYJ+=2=33w^%V8Lt`7)W&3IJu8~0ev;<4liP6$ zI^XHFAUHceGe2_>ZCX~#W$oOSnZQ>mR~;TM;+I|b3p{W~g64~q@y=nXSh%%43j zDZiRH@e)JGC*j!mY1=*aAFpq7A8sObLw!l2%KC`JUPa1%Z;laTkXXbD>5>k>#CPl( zxotQ0<{{fOvQvHG+fgyM1<~H*3W=^XZ|D1fQ zz8hPy+L_;_^J^o+imKMgcA^Sx>f)rBGM8Dd>Tf`a(QgV>%sZfF9C{0?=6fy_=lF7( zax%pH-UQNRmf|d{R2A(ng!|}kkX&0#^O= z+#t$39#=p?iG8RCX3RE6*ousIp|voq_h9{U<-Sj9N=idTIV%tjfYgchjON)BYwN44 zuaPw(m$1VTpBP2WE#;nz!5lM%L4jhN88iw0(>r!k;q>1;$la!+86@6#j+BDg&gF&< zmz_d57gV1Y#d`a{vFl#Yi_v9}ghs{0{oTn5Tp+O-MQt2^rD5G^@Ov59>t& zc4PR^-!8=VDeCmgsy=FS?QF*^VQ*?j%U(+s5g2ACeK?~*!@}o!_#@D|XMGHNOOkcy zK>P5|XtkMVd5p6{jqg3_(~@h88-0ambWd0yU@_k>}Z-FPco8amW~rk)OvY%?q- zFM)@xoBjNo2d=0jJnT0`ka7sVVBne872Is?Cx)#h|DT^$HS=A3t9?$%!O8p4tS}wB z=z&5W5^-B;d(N!kae_@!8#Bn>m!01fH&s5X(C@w=>%Hg5k z;~kgjk0QjFJg#1Ijl5e--lw~SbAL*tUVH{@6p%IiJpKcaEl4cZ&b{<|$@)%ldb-X% z;<>>^y>eKq>D=I|6bP@9PrQcfyE6TmTf*lkWm)LIU0$Kw`C*G%R^EXGuJ2BuMrnCA z&@cKHdfA|{2nN%mlJtpepo8NgxdPZ4yhz3cyzNvQlG=z>lo*lF6$ht%yg9>TYhKr4!{!^!a!|#6|p&; zNo4UaXpca|*(oVL9mXX(_jSg7XW~t%FO=I-pqT045L4wTiM}Q%&HUjEH5qT?=Cy|O zWz?k7^$I)??Qb@{b0@VUPwUx8wvq1%zacF&QA{g84%fOWKVFA&{&C5!d$s3m%m=$n zv&bv>_A8?rXBzcBt$FTy+IvUuW*yv_(k0FWBdFp)ZV2tV@ckAH2I=VGK?V`asds&Q%six*$f zVJJi%f3Z`5b{AIwi^*M>hAa@AU>B?IjH=;N3(7UDO1=0xNfH_v6DRwZgp5E`oTJ4` zI7U6Bu{$B#(lig%1kDhopc@~;II9=s(`H}J=#t0I(am63_;rmAxa8*-Y-;OH@2^%( zH;rJghh3y?0cH{~{J_S?kvEq^2Z_-LFGDmmv@6iT4-X4Iu^hSrN5Y|<0dB!-da`8`oV~X*RIMn;5}4{}V1fTI4{$Onb98aHG{ z$nQ*~D)xpttbBd*Dvatdi?lu%X74gcI2A~Bupo$V)6WU83#G;o$s|I6 z^mzmLZS8)x8~Na}G3pODC>yYmMOtK~UqeNzkA->YG zV&277j%y4tKDRXgBaZk!rV!jZ&s33*Py5_ZzK7QvUOwd7oA?u6rVv6pRLOv7C4%?} z+o-A=H-r|KjS9@bw99_J$9Bt23_}3}{K%2&J|;O#*m(G@xn&B+Tnup(H`ON@*f zcJ)5TB31x&VD5jB9gZgHeS4Mrjo0xGhf$pvxFRD(pkN6YF|&yQEJ+lElG4nU@b)bd zlIdKJeQKSBx%-~Xaj3_8+t+Hv#A2b-QcmQ~(ai4zu|ljZZ(q&wBhM-~5Ms)+Q##sN z#EXloo9kNUt+Gh%g3j^Qa!=DIQ~CUJ+CUDHzYH`~la*_EZZJl-Hy;?(^i>*6kc7vX1MfqWo91p?>jQ`Dz~8>n^AUkq>`atZ z{g}pg^QM2fz57GHo6^U)i;X{*{98?x#Ep-Swy#y%j^Wa)(SVL+8yJQ)UN=2IbhWpK z?k*@e@YjB^HU<|Ja|GaakT{JYal%@vj$kEH=-W*H?p;hwLP|ehqciTIo<#>B&!T*? zE|1daH&aa9c%4MpF-%kV5y;BEek=fmrI! z0(KUykEi~xcWTH-5)?eA`|x4ip-r3uEV`&(*q|bxhmKCuTlw8dl50U%$*IHpuiZsf z-9_I#UQuu131OI-%`<0!`~fmj$qefD|9*u0z1(6LsiZ8~)$2oTwl>loEVrAuvef-FzQ%^Mpyv6njz-{!B-CoO80n&BT9Uj(%Z4@I_sdBgDbG#Y#)r zp;N-*aW&u*v02VP0EwHQ!TYB;3i=|tcWi?}|KpxZ3TkqdV**`NllS?_)%m-x?mB&P za;O4>8^yCd9JOm%OMj5UHH|uR57b4fMV|C!n>;_RwtUoW{N$n7sp5I(^I1f#&pxhb zrCstB54LS5i4Ne%lwdA&8!PycO;U`!2r#0af%@C>Gpp=Z_>Y? zx7mR{SSBus4f>2iv<6FvkZ-V|3&b;6Zr;rDrS!ha_0X?3NA@W9f&qajwYZib>P)M9 z;Xli(i_-ChW$D;-hS7G=jVpjX0M_aCzE}qoyi+p)gtnr&;||P~_MeS_l)i0@qWPc% z4+0qeP?*A1#(Xq93^3140WD+s^vX)X%FXE@l=G80zy_-}z<}ywMuz=amTzCSe+gYX z@?s3-79H{g7NAzwDe5-Gk?qs4An*A@a^Ep!^FO24hTeX$MFXH-Q&TRlK#rLhR=-0Y z_*_IvK+$^ylx{Eq=@5Gq_ZqeFMD@Ga3+xz;aeRc1m|-eUz(|QbDa;T|!*j1KeeE&Z zi)b}1(_$e`hcHz2(EzMZ&QTe<<{XTl8*;mDUV{KumBp?_43K{?K2@hqzJ*>n^L-4= zY}0&YFWkCx_Q2@o#i%)$qZRVI)vIt6hR=RnE*tH}@95|_ zrtUQ@hgK5v`s2?p6F=jp>E1?*Zs%U&P?-kV?3-r41wwt5^7M4{eyxPfKRv#M99qJ8 zDN1Yn!*)UC4) zQgrm!FMX;UfU9A_qGlcoZr>WYY~c32D;~{tQtas})SDUP{A^hHv*fGD7KnZ})73E8 zS5X4KEjCj)(^}?YJq!;0!ExxoHcoPccav*s_vU(vz3&eEz1Q-p6T2@#DbaEhF zhA~$YADnG>cN_eahy@12)i`bFxo{s-69pHEu)Wi=36*t%={g_gSq7 zPDI1keX930>%!LAR8C41h*CP)O}y zfmtK%<#Lt`dpyF=;t7K8Ln{Zx0@k0bR~AvR*yuzhGm$Xdh;^KQl(VeK4z!H%@o@xf zYO5g;K=9LUk$iV%-?Yha&)x|g^u&R8@H)d%1}MlqbDPT{FneGk!G)g3b}C zeys-v(t;V>a`?Qqh~Ql&7m~<~B7o6DWck5-nZ>Cf>?XDzt5D3%Ee1iwAJ9Cv5S6IN z0@h(n{I_o5UE*mFb3ZDTi%7aowE@1fak|RD8O7GX+MKBmNe;n+cmfjw#$UQ*nG(@$ z;P=XB@%y3E%4m7RaxM4>(Xy$^0G0^ITL=V7>}Zehu8~p`7^}Rf(%1jya5XnL+ISL+ z^Or<;%s@8sUTyt7#J@mKg8bMR(X=PyP>bMgly{8`%DACq!BULK`IUK{)}!J_*J&kO z$P&4NFfchbl9f&yf)bQ+T9VaHaXj` zxA%JSP=yvZt%Pz{u_lJY8{{ASP+68_96m1>vS{2rXvdz-@}@&&K1_cHk$VAf{XD z{N<=G4v|uAE)mH1795kd<11yuz$%Zu9ZZnU%{CRykd;D%8kLBp(s8dV<+!k+wbQhxG zefo^{?ZHw58r3v`SkVtt4Jb(GQ&`-Lfm{uk+tR_+|L1uA?(B7Dzb>w4Ne~do?yr31 z@RA7w=^VXn*51MMZ3ws%NB@he_m0Q1f8)k4BtrJgE_;v2ifkb(B9TpHk5E>!S7eJ2 z5!ngZD_cg{TV}G!9?x;s{e6DV@BXjX{VJ~WIzPwfINry5&`4lk6J`EI8ZkaXynwEL zwM&Z7b7LWjiCM5U*wpm3@OQc^hGNogNfaYG90^J`Ss_!AT2DU#)r4W|2dlY-#qBbP z3PqvR4iD#I(|l5wkO>XS79Jj6D4h)*xV`q*$p)Fe&Ak2?TwchlxSNQ1d2{!4d5xN$ z1(E<*b**fe6rM)L$0u(Fzi!u`x1#In)`W#ML#niirCs3d7+OdGnVC4B_EJ%fet?1h*Ohqm zxfo4F{p>O`J1vYLCV+)BrAe6V3VkYm(JO64c_mI&fPFYp!2OM(4NNVUlCbd6O!>|9 zdKRpeU~n44CuvNc#eVcC)+Qw@wnkoFYWkv0Uoqp#spdw-Qh$HHrn%mH5L8}55)wby z9V(YiLtW21dl-Ugha2~|an8^KuE{&;=0M1&7Ua2*)|NbS!{I?O$_hr@Jwx$#MMaUF zaU3T5b+rPK!^7u3xlpoDsJ__+FQ1Iu+@#|rFt|Z)Qyr`d;n0{b!;J0zBR@>u@sG70 zB@kF5c1e3(jqLsV_YL0Nlyd%pU0wHu%fEUX!DqX|!T4#zscYuXdPul@D&b9!9?F;p z7dIv_mw9$BR0Kp2U)8xRWIc2XhQvo>pV?~?xOH4bEZ$Uqz?y1nn}dKntu>(ZDgX{Z z$?x<&`YOU1A^jbBNfcOVlzHbSvjLSD*G_zZVyiK3Pz?q?mK%$#5

%4UtF6Ffnk`9kpq6l`vYYCkvCK*U4M3phN5`shwD;fVWxs= z=<+eT%FHak{sl%Bbkr9E9w>;oRNRaoGjoQ?Zw*suO8(c^2K)2A*pv>|rmlW2+CS zYtqJ690S$V-0WCKXmmZq6c9zEYVrvS$3LOK32=BLObb}!zb>0y(nr`9n2s|$Fw$;& zP0TRLqC9!Om01njC7DTj9=wP_Qh7jEe*b9Q>Jqy`K<&Q={0|3Vmvvg72$)ZZ5E2sq zvGV@=3gAZw7YSO&#%1fN49vZCDb%Ed@Le6@_}7dsHRPESzhY*DA9Fc}GYOG-_GT&l zvcNJKnS;&H?x(fyq7|zF<0qJ#`#WZyqi_KRd+(`I&Bomx{HWVj{#HC|r61##laoMe zByA8NSO0y0H^W5_X8{w^vV|QcMNb+Q3b2P4Ixp_%Ab~xQzlM%N`b7u?Q2EnV>lNmh z*~S3!M-Y8&ZfV2RM=nYr+9jfBDU>sL5`M$V)6_>>n5h-A~}#IU$zF_`7_tK7K_ zUlPobY@QrCcRMHf!JC}rS$;yiAja1dhiAs09E~Ll7rEVACy| zcZo7QTO4iCT)c=DGRP32trAtV^IG=6^!>51ner#^-aiVKKtdBmZN7AyYeDvDvDdI# z+-;VHpHAsFO}Oyv9{LY8oW01uu?72STCu=+*SGZvjU-_zl0Ed$`|%i6z5jfOmaZJf zA@X$bdiJ-(SKA9+*P!x4e?bl3oFZ(-z}lz3cRdp-A->pq+Kx_jHkV`S_{@M z;?V>H@5-Y5SV^DiRSCntiW8pO0Tiez(*L;MqucVUb60-R?W3WDx#h{1OK? zNFbq)W$t({>hKxHEb{X(WeO^PBlK~bkLGERDTgsNVBziU^80xR?|s^?9zsmTwpS* z+<9HBcp%(^VqG^E;=4F`rt7@?fP^psl9s&T!T`8+nZ@cQU}e%$&-?I}tSkv|Qv6|l zt4s?3mtK?U)SH!N=a6mXQ}hrMq*xXKc|))_$iCzFH7ksQ$_tj)jo_KiEC;+)f6`PX zrluhO3t!vX{JI8j{R3AuM-EA#(E<-?jS?+pumpqb3%1n>|5(cwFXUT(9sSR?<$d`7 z!}s|j>oM^NSq+i_jZWb*z3;(+yMj^V!Of7kWD@XR`BA|;1c|h-s+eQU+bf-Dsn(|m+iGLP z6*BK|E_3ame<-hPT0Grbqh9QO69E#N+q$Tn2Ss#ytJ6WysBze+$%kP_zWDL^u>eUl zs?X;IZ9JDDPU#P7C2~+;pGW282hr=F z$hsOW6W+=%M0cy2+l>cw+g3AlbVlC{?h4pTB$}!0K~o9ReSZiS7{BwFOPSJFpk+6u zjFuwdbxEgX*2AsY1rN3qPo)4{p@z>g2h!__z9c&|Aj7&FOQn^|r}g|@(@gF4g4 z)?fQS*5m?@kE`f zJq=uXXDKLOIL@u%($;?h-B&oZeWafveixT7s8d1!UNZwSLDq94Hl6FXtuDKzX6u;b zz%nkk%MKzyE}z@%x`j00l!OnLl)`lHO-D=Bu~Q3TQ-W!eLK zmCIm08`!Hi;tTOz$Sa!|L{J9Si_OnbQSY;S>)UbJYgZXOi5Z={5pM|dnOiU=ne9FX z2FvSe@$&VN!p{+zWZytvbL@!^luk}yfn=V;y-8_)0~s#v$+)cC1}Dbqy;bRmH$qus z%*2<-yPaF$?)`5tsS>dKCcpSF4W0fk4l3$Os@5ZDQFwwFbVE@pe%ySqRWkU!4U&u; zY|>ovxLF}7%@>Nx>_`X+P=0v~{$Ph(_^SkQ^+V5Ke(#e0H?JgP(R@8^;N4r|tBi~U zvV7jFBCz%nJOW&)0XVeGa#>;`04#`}oAnvi<8YZ>OEQyFPh%{bHa71z!t02fb_SXw zvU|@6z@;kdLrX{C#^>Aq%JE;0X~A(5xXYV2J(U)zv3=w>t z*vI^4QHhCcb9i!wh9W+6Ue9;s^d9AOp8=ES=Wb=GfNt7S5YtWCUojv2>P>}4;y5Xo zwPlpa{>=wZRHIXx^a>gu>(Q@%)QKh49Q_0KhpNT&NPw$C8qlH_tExB{Imo`6!ZMN; z&)(qWP`k;C{O>PJ`9I;)%PI%ix!0Nq9__6}I7?euq!xm$mQTiDl9NCNbP2)H0RYU~-Xn(LXw3+xsMN_!jSq!SIW`Ki$!1}NE*1Wm;WV*f@ zh`|iDGr=-(1lFS;$zHzfeHT+u(0vBk-RbI)sb8M?9SYEC@&cz;@8?3mwao^he5u3gfH2sOWcNhO#gQwj;u)|#8JL9i9 zv9naGpYE{02*A3-xXndD0W4Z=8SRe|fR9erC!|kwG|vnaTyqW=*%AyNvTMp8ao6^B z`56NA33!dm*CsTVc|$*D!=h(oY3^FZYFB9v+wN~}sY3;vY_A~v#CiwD%$rA}f+Ba) z@cVhsh5xFQ%FiXkDS+ZwrYL2;K6O4`E9heZf!l^2`^Iowu3x`Sd5ZLL{*HU_37MUB z#5KJTu&v?jbhh;TMfaHkIXN~SPE#>aGwuy(SK)&$T}Bu(gXg9egwIt&i8Jv3;cq!5 zHgKB7o@&T2SquX=n&0BPxq>J^yp|O$VSG>{ndP(TzHr+ZJ8a>(NKp7@HOGi%NB9TK zUBzb!8SVSJ|NN*;J=NcDjP;dMOAv;n9EXgJ=_iuV`a=D z`o|`C%1q3-)XJTUFfzV;d&9w={%HxA!44^_FY@!ba`!;<(^8zqCw=>ME)@^O7)fi! zM1Wv>N%ZOA5IW!Oroehv(F;Avky6R=YrjF8A&f2JjO@V#jw5MBLm4r!ei|AWKm+7G zar35m{1pg$qIg9on&BUeG?ar)-+#o7^5A*-57ZyMgrmmvtNYXUXC=j-hgIA1yb^1{95@APG+EQqVod)DL zx8Z1CR0o{edZ-|#T2~FKp=Ga2D>PS(Ge6FPJ}!e(*7A?igo)@L*oZZa&KQrl#@ANd zOZC5MPAeHWk3Wh0Q&DXzXEl<|{yA6vt4|z?mVdQA?^h9iR+5?^11V0{7{J~LdGh%x zCA_$)upxl$%*jLrzI_Q3Wh>E7`gqE1I`(-GI}A)=M9oT2{PZVazGDBlY1V0Wel?u7 z+O4^-FRDKcAV#XYA520LDCTxlx7C4TP`$tIyT!}w;V;8zsrokX1}4`q2zdNsnYp}b zr(Y5IocM3&bIEBcDw$ z0`aee0|-cYO2Y#uMsU`7nL(BF9@j`mY3b{y-|5*6J+6WvPpQuPcnvWxTk-!(vkiV@ z$`m_dqs$ifLhysSS$V0ToXoGPQ8;x#VQvM;JB~Ez`E#Uy+x;DcxOem7!ZcK(sTdU2R@wcMm@139}XqCUUMH+)Q!q%N^z=pk%LB4y zD}yCZ+wfaiW?)~IC}DyQJ@|j?^Qsb;?Q_0|2hAAQQ~t*V5TW@Mlg(IZNMXJ%in{&$ zdEKkLdj(e@9-h%{VGj|vx7(qBjYkk77ro)G)N#Byi-C-L5c43j+x1YPVgFP+6664& zQ*aPDESh3G+a`N?`9ajgr)vV1)iS#rEYoeDT%K;fhtILhN&fH+%Qjjb&JN zBFvKa!JUE75j3|vi(fVWzA{M3=a3$K^{%?qH2EpS9fwQeFC9M!Qc*u_6ltfg>Z)xh zWUvyPNTD%b-;q~7E^HTbzd$HZ?;ejC$En*|Lee%nBZA3A9@bA!M2A)lb^>!pf1(N0 z?u=ZoXpCOyqFm$W=SONtiiC0&GPPUio)L?1(b9d1;C?6Mj{2;48LMpqFFO1r;p5zy zUS;j{FtTM0KZBaX^=B_|&KwJ(8WxUg-p?D!4Q?^HYYnRoUk8Vls8)PssX|n#;k7@J_QaAA4D7aEi8%ug;6ai~F|Xuf`LiMR&Nm(qS%W=-#JhwlN>*x=P~ z`md_TI^7?A=2{9NY3|IF3cbym>-kbH!v+53b4-Zh%vJsey83XoE%k-B1VFj}R4-)+ zAH3FMFE;rz1M|kxKE|^SNp5a#E+@CPA=+_^skue0YK5nd_LeVBh3EE-SJ7Rh=xI2R zzp$%LbK$yoj9zEYv7l-&$3I4DMj&)*=Hn$_=h!&G+Av%m7dDyzUfE2Qlbs&z>uQ;= zunG&4V;uhpg0V~B_yM@hrtdU9`cZy4Gcv2$Z*QQ3?~6B){BM{y7ND!^$GKCD%29_9-mSDVfk z&+bOwVMnyLcq{f;K*BXIyzudE1Lj%7ov8O{WXOPWLQ`H{vCxX zqR=Sk--X&Fc{Tj-`o)q)Js+>IB9I{Gw)A{u;-TKY-a_=mhx zy3eA52>L-=0@zZiImTTK;8y+?wz&n|dP*@ zeEqG=63d};XD|Kf@vgj!%jfR1GmKS-6&HrHoO8vJZeCAf-_-_&Ukbw1HqL^%*+x=u zRS5idRj{x!kwy<_=L&yQqeW3AcSUE6!UY}AYuKv9g3KSk_tpe-8KPcx!4@30JHRXt zh6`As9`=GT1wj*M?JGRAFp!7ql{VQY^%FzQ@8}a&NDENdZ$X<2NLF5VTwdS6z*kcO z0vpf+fEjxD83O&Ej5q>^G^_hgWQZqFtB}Mu(DX44@(_pcSud*AxSz?~eoZ7Za9dRs z4?I7SU08DvKD#)L42~j0`{}h0cC^6R!MkGnK;`mlb4!`x=UyeM(;$jZk)-yQ^g8Zb zCGgq40A-_TG@T*oRBr40k01P9k69M0zO-}s7QiYd;(;(Shq2gFpb zCp@%p^2xIEImJBx;VYm!pu|MH3jZ)jOBGB_Gl(YV#U&K%Wasm=X3;z{Ui`=?IM6Bf^rAt>59+6(}!>YH?DQ(s7 z*^28794Ep+MN$7IvU74)bn`@VJ#&3$!$Q34!#G0~UEzY~=JLNlR{L8bxjf9oW^$!hW=YQ?i zw|Rq8i*qJ?tSf6{9ITW=WiVytKdg-I@A=W+SXk@P7w2IHulbX9ms#u1{#xIvJ;@2L zl^wAW28N+b`<&wP_Ozeh= zIt6$&G;EGNgPVfI&7ddZfzq!bYR`SeKa)>b`Y4y}EPm@T zMB9$xTjl@c$4hQ4fgpoGd4ZBhGZ#RJa{sf@D$9ojkG!`AOa6wq2phJ`e4$Kj! zPNBc7Vk9D1ZK|hlkFFfX%DD0UHn(e5XkV&?^v64y&Wg)iZwNGLm}7&F*v>c+QW_&O z%TlM10(D&V-ITJtVdLYWf^b(r=MfSTz&-46B%`5lB>k|O*~(NDI8MI)_+`X{igf+5 zCoNZy%X4{cEHuS~pkZJCqGoJ(gm=JI^YwlCcpnD$Qp;P2QWWJOlKaWq_0*()gjnrI zHvd!u+21DhnvASWiQU{q?Hmp1+nOKasRZA``iL5+jY?%{xME?z(KlP!{e_@=pSXpD z$P@|a8)3Eu-Qq<(u7Qs_xV1;SJ;R~&z$JWf_k+X2cZ;vBt>99N0Y;8FhSkDH1jSum zM9g4%gDj6h>rO;L5!4$Jf&^B^m65TiC%puTuFBi}?JSiqF0)ss>bzpc%OAaauaC4!f2|ckz)1?2MS`IGGHOP^o<~(x)d56iASENDrpCB=6Jpjz zjN$j?6A(T+<$V(+@hF0(bwu#e!4_)T3K&#KbgF; zvs8Iil>PQcDNasYKpKg*HyIIi5)`2p^02CEV0SO}q(%Tv(Y3k(_Pu8h%ZLLNn0M?W z<{uDWNUjhZdsfI3eqrf+qnOxpdAk4auna(^;%TpM8uvXHV@Hp5a0Rk5EqTH%U*j4^R8mhaJ_}--rtS@v49LkoRV9l3<#2lIZk~ zCp{`EoXWSmOIL^}f-r(GXW8`zf=0G0(F)-wS!Ga}S+ZVZJW8tFxYQvPryL-UOYSgb zp_d_d$%f#Pf}fH1tUD8X@N%hU;!S53$gb3LhPb9?1-v!`H@Aq1r|nU30lR)dj1NBJ z-G8?F_}WKZidNhjMmsG}oG_4apdv^yPSCAZvY#6ZdYH#V$S5L>+7P&&7gH{T~QgwFV|aLO0b@l zfcyo!Qp>rXwegf4{L`aG`xd7hZH~{jgI65Sr_E%U$fZ%zJ%$HaDhaJecc`hPR8EKU z1J2(FRn`^4X05@kzsbI?b;Ii|M;wk&-hJ6DEfXU>N@4pkG1dCcj#JdqTA)Tew zINTOgnrLom8AvPcrp5mYi=7PTpy)mZg_Tv0X*38C(1(ids)SX09@f-NEP%!PoU#zWP zl(U*rBzTlbWN@Y-8i3DkRS#Ix_;-?pWH$>9zc`=M^`wdiRj%(akcSb`l0^U(<6Lg^ z{9u#u`TlZu@BptE;ZAoII0o z-=*}C`Vv{}H;cru!=ige%vLN`*`nw0SZr6mecg~!yhqf^##w_<#&tsm`LpDc_xeU3 zZZW)&yNZSaO3_Ty;SQycB_2MFSn%mA){KC+1h`1SRLW=Dsof)WO$NvB)>YqkoYl7Z zHfzswh^3q)GB&;JDugY@w1Y+N<+Zi6EY#2+Z67DjuY)Z&<;XPAne~uUUC_ydtHalv z*H^f6*v!s-J@+MtzPzqZ)(^Yw|A^!$K@FNCQlg~cvlkq9Iw^nr?xRZ=kFQHs&UzV{ zaKrUtQ1K#c9!kVr=vQv!^vZt9xK=&G$2Lq5Cj7@1?8Nz9)>Q&v`1Pp7PDxx|bJT!vq)>L`u- zmGjdTX>;(ql~Y5U!)8nt^D7#uK*u@5zR&mX#&SO({{s|X$Y8l{JteWkzy2^49IA=I zF_n=x42WKlz!)<*UA%+(#9OGKcv^v;;}pm72=LaqCA%>4`V5P_d&r+4U~uqEOlqTR zcjnBCYip-jg23(Mdokk`A-nJ-yHftirwXonx<%k6*J8iOIPXEVTN*TyO=qSW7mYsp z=2nCSA#kY$Y_G@=_`ic6kbl^_5fn)9w5i(P-!tuopkOJV*>*NV(VWJCw9CeK%!>1) zFz2blqMPudWdJ`efQ)zgJ#GTZh^+ljwdQ^~c z5^Xkve$^2MKha*2P=H@Jw^xQ~zu52R#r@x$PxAA0+k9oQ`t#iEdk&$vEDsiV6ds$s zKGz1RzBT&EeK*m1I7)M^;Q^`~-xgl`M>P>bejl)hAiLn3qaV=pekZRZYwO=Br!jOlJ$EOUX16nocATYiQzI@PiHQ``iGS^2 zUs@U|FgPn>eXoHXz_**yd?kKk;_^ZaWrV_EmWeEls5c%oH!~^cr(;69%R`sJ05N69 zNQ)zGgo?&sgh)v34U7EpRPD3`4>$K^L96ZtE?r%vA0r!2;qokgvUVk3uM7v68Y{tX zK6G;qM^QaZ6=frDc34-9uwwLA*ZvzE7#iHYT!f=+%D)TFQ>@{y?sCLABn#orV&NAr za&bY{O0V6(N5ilnbL1=VhdNC;dmZoG>2shUKfiQC)lea3cg$>UBQAn8?s-bBEI1*6YP#o45#_MB`xx~i zD~@?=e2jd#GESKp=pz16w2gXYrp$}qlKf!thq@&rSMlk7rW8%5OJ0qnmEVx`8X(#l|MZFB!F=15 z_;8n(Ir=(u=tNEQ9DiM@1s#<{q4tb8Px@&GS#co*>K9opRz0kB?0x@816f( z2fWcz^pc(pIkU~qwvPMGwap zu|Jq>{@H3gYPhvJO%bY|CW(d;5X9L(kEHi{o0dfBJgtppP7#M3)v7MnTLO`DUfc377HQC7-M?Z>>H z)SG^AVK0%k)xX!uEjAn9Ta^l0>b<{%v^a{dZY}#_9CSpV)@j}Sz8@g%xG!m@YHWG2 zxr4-ASq|GLC;hKU2^y8v2sg>@*mmYZ*y3n*GbfngvcL~!eTB_ct zIxy9+dbZPIo#2nF*Ba4thH$t5rd9L`xx$CJ6hls{89ufcI%wavh$_Ip<@ABBy~g2o z^Ch98^7>`DLGW-wH!&awHT|GI@e&K>MS zM}Z_fl(BiDn+mg+*J;YM&$D;e4SBFoiHUFKe;)#uX|}HoAu`HoX%Q<#Q27;%SIqt# zYN^+q4wPj#>S%;ed&C5R_g(n zJnPYRDBkMNfgUWazI}tB|3t7tBQNe`Xn$jT%a{yf+v$wQ$cdX)vJH8?ENFl2F z=RikHekJgC&QQm z_pm(|*M5ae7a7hmk}=9ZV0U%~-edyrw#0f@^)GHNE+=oJZ(~Or4<$LWW9eLh(@aDn*JiFXMa!|m1?t$JlY%4P)zG#&=5t`sniuJGjx}+#``2CEe z4(B(C>m(d3USxm0-T^Y@uUm7Dd)-t+DRFURG6XcY7C3a=m9me4#l-J4;=r}PGdHor zd|dcVc6l_9g5cMH99O5EpBp2+?WRq&MMYy*rjNHKpTj1DKP}$UM55%iYZ$m*Ui|$Q zp1vENygbVBTp_lN;u@Vbq-F;1G>n0Klv5UZN%t30_EQ7q12Uz8 zB1}vBOTBOXt_qSsYiA6vPmPL_F)c4~7#}o&F!c0?qPq@_ySG<-viJP?q)180QTlJU zAlGK`uo7ob*X!3G+wrYvd5R8m0g*_$h)1vP5rYt^dELuHvrgt2UG%RyC@Ps&73*I- zL#k_&4UIf#LM6gigr30YV~O3RZ(h+TUW}C?wuFRzx=R`4jK_@IPH0Gbt4si z7?OgQ)Za>k)YTr(%r*yIQOli*>3qb&|_GILd`pgk{|LMEbe%noh|5R9rJHpGd2CBE0!yQ zqhLh-Mv8^Sd#AE)H?t^)(3Y9%*9A?X#m=dGpYs6ExqGR^ryr0?R%*|it(uJUF3Riv z9?}}a#kwXf9lphjD_C_^m?f|z`Uu1g#T%2X!?oJ5JrD0I=2J})j@ao9B>2wU_3p^W zqpx>Y|9X)3(klt(tNuP?Ta$m~<{Pa~iS&zZo)@6G_^Prrf8jR+ILu-wrL0T{4pNxY zLT;kAM%s4m3uyeN0L^~>ex#l=w#uiKT7(;8w#<^e^O z=ve{;}e$%Oc%o;6d711S_taD~W9G*+hmN4zNn?8 zIupg6e5lX7rtpgH+m(9HUjh<0CETF{=)d0EOk02520KgU60aM9%h~{yvsJapLEpRO z{xa&+*48Glu;jc~B-5dlr5EY8zb%*98i8hBQSzk!GgX!AN;r{Pb6>3r#mU%vcGtiQ z7^qhDcDvp`y;A4tio=C^%fG`$3kCZN?@+_-NL`>`fsT6blrNXBQ+-d3TI^iNy05^Q zLS$rg4!)Bs&!B>Eo)*4+H(bSRrplZkTka{O9x?(`QUKVIX4Dp}-H6m-BNZ!CX6NT8 z3c~lQZnp(?1zayCEgyA&wLWy~(}~K?LzHJ(bZ2_n&9B0LpeG1+O@E2#2{W2wBh!lS z2?jqn!;$9K`?GZoQG?s$kStm5J@q-GVuUsF$vL%7%t^KL68@^kek(A~M3>f%#;*NT zVtO+4F?ZBhUrsOkdblo+e25tqqunm<50oxh;jp3oBUbxG5f+}376%sc4eP@jB?ZrZLZ2C$8qW4yu)hZ^XQ?83ku5q@ke! zrJyiMp_$83x+oYfOpj4crXSK+LR(7rShk_UPRH zhs^{MWh!h(sfAfsFrLnsC{gePtjMk(KV05ly_ktPMHtUs(CF}Hr@%)FZtsVZk`6R_ z-S^78{I1`@QN+TMc)lCV538GElO4+u*Mq&u9{;ElkA$cfBO`jToJMqz$^w%t=5tTz zyi8Li-~h?BD3fV|UUWzl2~(sd@r$I7G1eKx0orxv{$U&rv#FWc>nK73TwL6Ne4V@o zDqnh^x9{DL450Cx$?`=Dg`o~Lc z#VS=Zv$C4a7n>X;&lSog9|@0?IJ1HqDfAY)82SI#7oZwB5&$~@v$;{!sO*W(1slD{ zF|Y{~Nm|!nW|b}Pq~D&Ie4*9xEIeKA5@k;!dWRD0(A#qP7KDZLbUW5y<735d>qyKn zaidk6rl(!7Fdxb2<>2+daFeAoA zC-Rs#*KJ?E_1M$k&wa6e=0#EKvD;miIFMznOA{`k+Vb9>Ffpm|Q5~zYT;Rf3jNv~Z z;k^jn%k9}~J!US3U|!&``_=LD;o6O!!(hK4mmBR*w?>}|xTdOn0?M@JR?ldix~(ZkF|^XZMl z(j}+}QqyfluyMax<H4Ie@;HltMC*2YUIUg6^-n-6O>NYn&>NN9R7U{nDA-9Pc{rkVjXKORvtj zspC2kVyX^Vu{HC%(-*-g!+7%T5p2U%DVJX2rSirTWkj5v?i;-w4f2QPh>0YHF~8ja zEe3qJ=fz#OW7#}(v?A>$ohLo6^8x}fQ}mz$M@pL!u8*$KCJ|m}z7yBPNZ<*{K@#Yj z=!Hm|1^t}p#Fm@=y-$s2jN6cMLr_+ONW)yT-~6U|zhO1iVNu0O`P^22J61`&79<$J zw_Y$9?8|@VY%^JY8915}Oh4|VNqRNah&m(ui=IQ6V;X%<#jZcG9#2C#yc?r zJ(|G2l#`EQvG-73kMF!%va zO-V(?PwU-_*CqVQ35!tdYt_C4cqr&{g@8mlMc<;C0?VNnUoDk z1U|V3BQ-Je^_2YO&YC@}_d7N3!oA-7=6_B**68kg!(WHPnlH)H^I#LL@JIISc2-x) z4stQ0{T^!k-l^5x@i`K(+uxsm1xt7)3f*wtKA(I?nha@)&ryC}#eaw1l zo*}`{(_1Li_v`FpZmTc2EXaXh6$tCPrfg}9ft-i3R(4Y=w7b&3`{n zCFX|#`4R4a{hgBIKAl#Tpf2;HAIXNcgs>Vzkau#au`>I}r_?v#s(ukM2neW6}&>Y0g}q^?2Y8VVnW}=n9I-ZPmA1MOTPMqZX86 z(3iuaMOGtQm1^h&kSacl?@aF9$wA%Ss&vFp2tW^DGg5PjjPss(c%C-Lmv1Qn;%@7k zvEfloJ1Yw+Hse)7Ms2BZSZHmheaHaTaXOSU|K7S4Fjg!f%azzTbYd?-xk&QMc<}0iokOHaIXeiPqcqKHS~--EdfI zlmf?{;Zd6_RDHhI1t-zg$fpV?54>+wv&<{5jaO5EL3z(kBFLf;{1Gr8CAb_!;doHV9q=-nTM%;ZpD5suPChj9;1+6Z>5xws!grIeakcW$?#9c$Fn3MEy%)WWptp; zMpu`KnVEkPR$Tnge#+rd^V2v_PBQXjPw(4~mo;~fmd;j~Uo!iP>5Dd#q5U4#luleu z$yAK|Ia%$7dQlDG^WW^x3wr7tPcMS=9O2IV?ZU|OGI`u?qc13!bf5Hov{RwrH6e{b zF#v{jEGwIvF4ukozU**VY`;4?nD)S4fSe2hacn=|Q=vD^Vq#ZPcP4z6Y2X|Ca(9aA$?J{P2FX`Q2C6r29x;9yy3{_#N_5X3Ztu-ns5L=~>9 z8%$qheihj4{zm{?`Hdr8=9ewj=;}Yd10HDFl@ldJVK(9;Kifm*9*yJ>S*vAfF}fe) zi-?KL0AeHY{s+EUo2Xfz@gC-D2*xq})2Rb3!~8KjRQnx*_QRtMaUTp6?D%K+?dia< zF3Os}qp1nKOSkYV5S2pZ_}L$IkzcSKZMssVQ%yc}@uGvoOTukt-y|wLR(0cuE(DEZ zj|h^h;^gKoxYfeMP<`O_r;|+e?RBb2akp99$hQ203+)v)W)alSdeB_lF*zAm6#hYL z32bqIcZcvZ@d*WddA(=T{_!!v`gB`58pbBD$%ZBx8vTkNb(mJ+O3}k62s~ z7rz=4u}SCW+>sK&3l^QRvy8MIF&fx@-g|suk|44cUpFIFZm$Sns5G=PPZ22?^?afY zV#C#O`cT+#ii~@mcrDqF?5{`QF7;YVro?aVy^RFF#!sy`@*gBvZzU4ilG3@NpmM19 z4EvmWVL`FTh$-OS1EN-;-5L0~VL(z&l5>Bt+j3sVmnY7ENK}=e^fWwUI_p}e=^yjz_a`Hj2+532}AT;gwpzIvW9S!g?iDlD#xibRM z=#Bl2zJr~2NX%7qZ!uex?~|X8;Xw!RSOS-^%HM7fnKN91f9_3dFngPa|0+Aa%$A*J zk604Ssx?OeGH7kL8N~>q5wt(CXMvEK!1bVtv~k?cp(g>xey{|P&l@TbSqj-B)Yofp z|K_wzu#ELf!k*1+^z@+gC&^~Vv#Yye)U0JfWI8?zOSUF zX4&nddJ+s`FtTxScQEvVGxsj-?afpvpPs~>?M-B3_U8PEQ)(8w;{#le`9>A5_+7Uq z4kdVR4V@lZap~1yU%ql(!%ZUM5Vnrpu5UZWqzaKuHtrM}Ou8_-WPqDEWzX9Xbu(6h zzy<1xCSzkCY)+kd=6jHxQ*54O~-*Mkvt|#|W z4j}%Kt=d=;!wO67ECnZyjhnZQ-YG4nYb4f+g%C!wRv99AK|f;>&DuJ$ym2(|ciZ2n zrj#5ADNVfod{ys&M?Xi0zVLH@sa5YxUmMS`>368AGk~>gtA6Ky&iy9yYezF*ilpeU zEA8Lym>EI4pBtKyVd8)ec&5wDZ<#&X#Pw)dTmsB-t@PeN9M^r~MRrY zhsEg8$T+enNEG!TH&bJYF&PYvdlQU}QrfxS{+z&O#u&@di#o!BK~DGI5(b`3|56f$ zj7bR>+v&3%7PveW0JpI28MUBUtm>U(jI$Gcy3KU7x8D3kd{Yp3JaDE6Yphu(*YYzV zMDBk~hT*_!h8*QP0Rv`|(Hy>^|%yf0{^6VbP&mGx3!z$Z|a~i-IT~^uetI49$c;IkvB_qcED(P^Vbj7 zGAXy#t-Bg0j(+?sQA)KcUPbD30GVW|oq z$O4?V#NX*b5M{cAoxA_?Y6($UU7aL|QA)gjDD-%rhJ=J5HWjc*mCn`Pj*61{2BuRR zO_=#xA4*CR#U2a9R^}ft_^Sh@N=c>b*y?Uvns-zA4DARFssA=vr!^bQGjJ?5n-z=q zLP@bN=zTHg2jXp;I-g7^HVm&L9vUCDqmH=HMfNPO1+;-@?bR)xv>T*2m}g)1s-LG_ z7bN+V#i`dEy=C^y+F2>M@V`0#nm{IRvE;z=X!!#BWvRmREi482+Mby_?)>~1*i5am z9Fq`~NR79$k!T%OZTT&E4s7Ybxgf&QkEra&#^_~OB1;QAq5REbfO;Ww>9CxTsp5Bd zxEZSuy~brRw_h(en~8D&jz(@PgxU!w@DeiYGSd100Q~}Rt52=GhBd)3(QZd6l^T4w z(`L{8fbqzNbXrqM5?MBWP=9;0=m-~pwC$^nr-rOC9WxS^cxQ)8^g}7XSMM(m*Gm!P zVzWQTv+8}(&>qE~{pA@h6>INiY>qqI{ZC9Qrv{PydwaGi`e}FTZeHlL>ZLMka^lQ`otw`Ln?;_{q?W1PkXZtz@OD!itiWd9CIK*7G|# zAcn`6qvWF0z<_TiA_@i= zaNV%_;FWCMEVK!mDNCtEX6IE;ab0Vl&jGG6kfQ7iUoT5UTEpR+Ks;KUgsr(}O7cqm zOk76z(T-+%bKe70e2ezDe>{bzP}8dCYM&HJ^5GN$fOxCK8+&LF(oNJCZAlpU>_v6` z7~C`XIB(vLE?nGNi4*D{H4$=%|JR<%Q-cjUa}F~l|)b8>RR${c5ZW6}?}9(8k3 z_M3Z~as~!xxZ@kd#C(1IM1lrZrW5WILM(TI4~ZFBxr6leLk8e2G9xstIG2RYz5=My zYr5wsAOJeIetKB<5}15UW{O*h`3@2udw6Gg!!xk0Zg0<2x>xA=EZmVU?46ogz8A%y zG>3(2YL2CCLHSa2!EO)-d(z(?{^IHC;9iP9sl5F8kH3C|7tE)=TpHA+=Koz`-!)nF zF*xK^Xsf>?Pf80D0WUAKg^WBr_!zWU$Rr8FEKpZwG|ZXEVnVN#P)7GRo477g?v6QC zh-i11NAcW$HNWnvankZ|G}{_30Y+rSFj&~~252~&My2G}QUYhEea;sc-!38srg!`9 z#r_|{-aDSlKKdU=R#t@UEty$mZ!$`mh3sAS%*aSai&Gb-``)~|L*a)ySc8{bzbK@&vP8wFi5@C3|rQEH`6(LP2#E+L#BFY^hB)_oGN4) zJmsuRPZZ41G94O1j-K;vD!Kyb2z1pBS#Nthv%OM^uF1~q$ut6u5$IE3u}`D; zFhi=_&JO$em#HiS*rH7x&4d`Fr1Y^@h#r01?qgK7;EZ>f&IwNTJ*hOWw4GXC+aW{62hC*rOiQ z$W|nb=QT#ZV#%Za4uy3)k%JIu{LlnqU<5qd9s$QjpFao2h@lI}b`=0p^YSL2a_rlf z7^(7;wEb*V^k$^gixha8p72F)n?RP=viK9=s2KGoabCsxP!YiQX0y}$!)CTNJD}wj zDH6`l`LC1VL1H4Qc6l*23yb+@uTyG-mJ-kFVB&K)gGEb6TPpg9>&;Ea;sl=;EX<${ zPug{dRzn^7*$Rn7w|>oE1%2^Hsp4`ackfh4FfiSsGL-#0#mHFw*1@_OgX`T;v2YC) zLM!e~Ciw0yfPEH!qpu&`SzvVR0{&@INa?(3k@nnk42WV19LWRi}i{bX)|AF(Gi`=}E6#cU0pAl=I`K z3fQu*rNhcavTZ+uQNnA7QbnaR&!AcWo1%h?wUQgeH(9oV=@qYj%NFtUp$j}1_J&}(05iB7j}Uk{HWt2*v5fB z7>nDcREmfnt+TT;c&5{?9g9J7VS9@I50CTu@SN*GJHSaz?L7qKW!T@e9;$&qSGe zbvRHG&|zvstVm!TOTmC^MII;iWCin*Bd>O`!E65Oah;`H7S|qJH%@aEoI(ICh=HON zeL@R6Ki&a5HFNXn_2pK|WJ!<6hm#(bM#mQbfI;v&g2k#UN3JBAwEuy%E>HzCPu@>F ztJ09iz5QyABj$)M4As&@C8*oV3WhGQI{7x-7?5i*#)ELA@1>!DiZPe+Dc>>hnfvO% zlSPJpdjwqJ)k6zxyuj$bYcZaBtoOhNLrPRF$mqorKBHfRKwP1<{!X}0#O>P zkAz<>N!t9?%e5<>2OAU3AIQ1XKUnmidf}rXQjOX6sM70<(foe9ZFfC;QeRkd>1@Rp zZqbSQP(m{a`A8<@@%x+j!MU~KP-H-{3;3QY91a4|5;}LE*YE+PimTQklL~cFk^(Dp6CWsftX?I0uCBl zU}}gN6tnT8-M*AV#19Mrtt#JRp@cs?x4tFt=+<~%%ntqYr{5g;T59(@{}MUAy5ki?{GcSAHgeKxf|Xmen0jw7b62%n}XG@(d-YaZbn?AI+nO9%oN8 zcy@Bz@``OkyCeS%0keoy;NI=q|D-f$QHlxyi@O6+0z&>LDT04pKUtLKe29*d{*VBV zp4oG_7{jtF0%+cl-9G)v^Wv;~rTs7w3^APXizXdi&+QsDhe|E}sHbufU(VwB$9sEJ z-IKRl$X~bL@K`D|1Y*ycd^aS9R;Xi?F&pN)O@|YO?#{cw^bh_kJj18P*hKW0n}@qM zKU81uw>L}nW+(AN+xcY}&0~yppZYjU(Q3d8x$2?$G!^N@`qod*Jv3Ora`KI-sxLL1 zB_^iuKl-dV5VW#Pvtgq$kn&j2>eqaDVxjbl!0G8cqipOH!?x{sRl&*6VDB(Fsm}Qd z0o39kUKBFS01ge2$GPM?Y~*^0K`Ka|K^$@bz5p{FOlc9Kf$3w*FprBDkr$n(x7r|C zheYqf+7kl}0p?Y--eqXaDk5Ooz^I_^#wP+G%2J9w;)CF>-bZ?zWO#_LA@D?yi}9+ylrGuiDOBJa`&XVuw1ML9nS$;>3Vmo63z`%D&5Q7V9t znqp?#Z@4(b@+@?cR-xRj)+so^)BSO`m99>1cv{e-*q8$eiO#P@0i5wQOJKWDLemgB4EaBxR@(SEbv7*b0?Pk)adxi>S;d^+) z*!t-=8Y&voit~pjLzO%d0Q@C(Q|*FuvQ5b*D2rQ)9va)dpfG%_O=gGzI3g z*!eyfNw&dzrENrnBGKnloGWz0G(#mXeupQ&ti-~aFUa^kw@o@yX`fiK$N|8!ViXmj zH3dcJz?Sv<+i`Nhe6byOT4`aPSPvw2=NcnyM9fi6cBCPT=YWqV}k3 z4iQxV&=df+8gOcAIu`Og{2yNc^UZG*$IX|%eD8|AnXAoS1|;Cw)b_ILM^~=GWltmI zXjU=Q)z#JXn?q~+0O5yT*eQgdCc2Rd5Xq!G&Oa$@u^;?G{Y z*l2vVku-~EvQWpm9!GtW;*0LrBtlbYS_^ju5?2q$A0I0qf^JB9&-tv+i%aMJ+8rg% zJ>Mrd9FJ5ZUA*2KE9KYXbnV(_-{XXvi_7c5Anx9Yeo2gh79#kr^d(UjP87uF603#n z@QS^xHjYMk;vS`64`%PGs+vqCj+&jU%yShcq(~#>O2mJexlJu4F9EvT4q*q`2TkH_ zNn5#`(F6=x35zT_RT+QH4MVSV!?vs#m~Sj1)P4eV+-M$Zmqwl}eW^(nU!GM8!hGSBmJQKT zlzfjE(SG$Tuif`ec#!bO@pwJl6TlrzG+llDY}r8UYILxwNw=uZ5nGaw{VRinGTys!k0lFIG!^S5V zI6b!=eRSOv)tyir>7%1R zO(9KC)HpXM2l-@!E1Q19z|80N&7{zv?lzCTBp{)TQ?xC}xRG66^yXs!m4AenkCZyK z;&uD>qLBlJ`a&rBCinQLxY3b z;^XLO;aBF55nVUj%h-;dBxy~gh@$S)y1n6uf^xxhg?)N_)IGE}06EHZXooOT4)2o1F6eI{*miXg6&aHlO~2 zjrFML`-k&h20&|d^<&tbyO^Ev`*j)r!L57Qyls1~)kz3n3+P2176QFq?rF6m8X)ON z6`~V%9JlyN2#(8e=}rTua?UoE`)gq?fp5nX?mlA6p&$yxX>N9X zFfv*Dl%hFAjOn)wC8tiY!7r3o%wbW`?XHt^#qk`H-?iT(UIv}8Pt@8&=qfIUqCj>7 zCwo}yH`|Hl>3lZe^`!{g;mk~?O1qzmtvMyEY;1_Ng6_s*yPoQM=p~w1h&1@a@?I@1 zim{WFF|-vV%Bp`y?NYWzNXLv9UCNon&p3*IHyspg4tgM5amwD&_uT(WftCPr6R=zS z*6r>2%@)~N~5~auth*tpg((`OhbbPV5bu06psDB@MS7LjD zy=+RuxMZD6@2j)(x++!GyE}X1>EYapAzlL-7K5jzO)cfi*x=gT;_&AWD{LF3`G_?Z`!Y-9 z_s>X>85cT&3ms?D@9TEanX4g0^8Z-{!5>ZdjPP}?If#AP$ zS`)et;0U(3=op*OpLvQxLfmJ{su32r{cJ}QV)7;KciNI}Uw>hTbzpP9{_3@>Wo=yv zJO_r00>Zps|A&ybkD21MGz{cX9Bly9nq2H;A0b)^~!_4(- zdLBzsQgY}7HXGmidgMZ=P*5GL>WG5 z{5=px3gpFzH>0hmKn48;pwa2Vw$NU=K5nZ-m@N2H7PlLo&x)bRa9^Pqle(hdDtE9k z>vOJEr$`7xs?pp-mCKsil-0Fm`yr~AqMpt4PDxztN-ewi)Ur_f$hV+XOG}f|*uVP2 zl9JonK$v@Z@7XusV3!RPX>N?yA*Z=2KuAstALT?Lr4bLY0uCLT8JF&?Ol@-|V}l9- z%4IV{8AjV)Sf7Y{Y|8B#`_D7IesTm;j=5rF6R?xn$?%3g1Ff8hUg|{NcjzJq0jzPF z*M4hIeoe)KjoczXvd9^&q_HSC0bKOz_a`6(Vo{7x03lF{y*Zd?lmSD!_(!fh+bdw6 z`+{BsW4I)6Q0JHzXjeV%uFZSWXTPo`g&^uiG{(D}mKDTZcNVW3qM^Yx7Vbmgv-{^P zG7{~B{*?X1=iuEWAVn~PMy?cHcjR0u!+k3&Ti+aZo zuIO5^S=>n|54n2XoUu@QyS?`=Zs&h$2K@XS0d~KJUP{sj?{N{B;Odd{XloAE2t8TL z8!nA3%qMFEoz+fC&w$7BrQX9436OD>dRh{t3{+ID@yPN2(Xj{il;ZiMoxZSnWYeR8MO^d zLRDI6dS2r>Fg&IJ5{zXK_r-mC)l>yX zhcOZec-!$P;#lJlhhkz%{#tZ)he^4%PC<#QGgc-h&tRb<*yb?7`R8fzPyY$431y86 z&I6m@oBb!l3n3uvKfKxYv<%HfY5DGx8(Bad_nizSa-|5=%7o7=lISchX(U1L`Klh$qJ8#+`; z>@r<~Pt~q?KKDF$)o$2~Q=&P|j5vRMG)7=3?%oEHyrs#v_mHL&l<0Am+ewRb-?iwE%le4T@`a*DaE@l zEysN&+j*7^RhBGV-;j}W`(6mQi6qP~kzAN;ZBxERa=0|)@jz1{=810{+$i?dr;j}m z0T`cw*Rhu{?@r?Nh>6T&^>iU+EHoq-Y9}bHy0Qv!B5t~*WC8+jXwq^_em{K@IC=Yt4O(sbR43$bl!2D%aAGXcSL$*ok(qWg-&@MZ5V^fUtA#TeJ=shmd- zc{OcKx59O2fnuK|;CwkA>$C3LyI_rs9sa=*8PsU;q(ecYgV4W_FJ!AYb*kd|(EpQl ze{ML(3F8~6piTEvMA;2%ZUA9~xYA!5W_b*N>!GrUxL&6Qk37zv#Crov&<`U1Q!sh9 zRRJYvrNVZ3GnSZ+1(-Q1~G8j;n zua9J^fAGzR`2|(tI9atl0b2{AXDckb)Z$h9E^A>^Kr6oNf8U%Wi(nyUk5b?Fg9l)dpBhlL5Q4A z#Rl^9-28^V9xT+Wm_THq)4|Rhlg2clKb|xcFTh|$o_i<|hBHtaXn2OOrjPgFNmGzTexk$Lml`B_9Dm*Tc$AJx1TAh=d z(=Tqe<<-^Z=5G8|A%_gJ%l&$0$>|!*X3{7h2}VBtX$eJyZMsHV{_~fw@|=Vs&Fkc3 zbNwx%9v9cy&%e%Z2wgc{JD%ydWJLR&4H({~>t7t2YkYqStxdi)^mt4Wq|7P@`ob;S z@GFnLe^kl55{H&y(HV=NBM31b*qDChGTM~}qR4IzNLdKQ0?b*HmS&pt0PcN!nLG}+ z-xT}wSk6u>ivQhhl>j??MiA^E#LTZrjg;a3G*K$E*BEyTvbu*K6zO)dv!Q%J0jM6gs+Gdrjsz9V} zc~hXCiLoCXoCztBK;yoSoC}CiCu>Kcl8F^b=tM6sLn1> zOAc2GBIXU6oxUjvB)FIe90}T=Ot_m055a2+;dO(i{+Yq`MJCf}7~^%03^EnD#M z^>LctAqP-Diw-EbeCA^}dN%{5_Maqehy~7S1QDk)ku`mbt1C&9un>;tFO$HW87kM| z{msDljQ`2mxai2iO2n%FNuwB|uXduBq+Y%7I=F1eehhI}sjvXys$!kD(BIDV$`UOY zSID$IUU*LzdW-Lk;I7gviJZ%ST|&3T%AYe8ZJ$AymIxobcgs6&Q+PNCK{QHshG27v>3Cf`0famCDCd?zjcxLF#8I&XJ98W&g zuB=ek+Imnh@ip^p`#J5oi&zsoS@ohFY}QO(+B{8peOPO)_rf*ZRoY&6c-G8}ztq@Y z!goizuk&Lc=*vvOVM{!L+yx8Vdc(mj%Nd#g2Of}`XI{Xe+5^nnthzxuf{i%`jkv;& zD7#p1pDdP(QLplOvJ5p~Euq^A+o|Fnd=}9xW1k!X`>(T1Z>(S^Z%p)qVI1t(G}lK! zgUTp!gLRl?$%SRr$i=#k&!1vQIX}pvj5phE<_6hwYPVfxrW!dy#DSvaS)Qg=jMuzc z#hVNp@(2n;!mqOqZl|9qC$C+ce-U*=n4|=s6y!DGOR%Y7 zr1zb;uckMghuAxQ{W^D&1GdA+pTxq#QsE7NOdEqv^z0#mI-pg4sr} zb-^q)#1ByKkmZyMy`I#Yjuon4b91zev_ryLL~WUxii*jt8M`Xd-5hlf93-zIz_vMX zFeeT7l4bt*NGaAvHo|WMp1nUFw-pkWtPU5mY-^cC8YPpE;~y6Nw7Hq~_G(MqwMRS* zOhIAPf7^TXP6=1~=rP zn)esiu^U5WI+ooDx8^46oLm|1c<{wF$+DjaU~jq!nQv)xS}3$LRm&gv2x6;2jF|b3 zg@WBw$V_Xv;E?}~4FT!L-#>CBaO=0_HF%!U&bCJetFp~9l6MwB=QQ4$_iXrvLc$q}jp(let_NHvb*1I~Q1*jMPN8qe<{TQA86Z4~7~ z#nNuS)pVwNjtJX~bMB^xp*q+r-n91eU^iq!5@tYc0atIjc%Sa^e4;UudlJum|0O() zS;XIh&p`sn8+|pC`FE_jjmt1@y(H^*6_6uPS_rtJDzM)i#diN8@@SB=ppBS}oGl3T$q$@fxJYaehQC@s~vqr4$aX!=uAdY}U9ryNZV zMbX+{3lTJMd|pN0z&=P&t)`8Mjq63zCa;v1esZMQ^{7e61P+ySQJYKdcd;6B9$~ zC3(3b?7+We$jYZie)_@I`Cdl(0Z#tlA9AjYj{IhsgloC@c%S&qoo14b{4@?2q_b#9 z!X`E3ksFYo43U#m1njKWI$ll7r@ZB8cyo!j6|lwPY{ha1@IeE{+0W`g_qd}bR`|@I zn*$F!)542E7^rkUbW#Zk-F9;l&83d{XvMW>7OggUnmLL`6FU5^|GCHO- zB7Noon=>w*EZFBi^zyGZAo9==P7yn_JSPC`e=q=jsbBE?Ogx_#khPXlrofoAgyIKa zdDC1h8S|&&9$h4GCH;eoGBMG<6DCL3E1#+u`fbmYih0mVxK2cda}~xrPBK^f>g0VN z^#3GqNgtmjd4u-tcS##|5_wr29;9cxz|?RW^-%C4nu7g9nkRxBl5{XFo7uAsLKs`^ zzQUCit5|K$R&GZ}&wI&jW2&5n?`}NVm?VtqjLUzm(4k}8{wq~%XO`b{eYc%bB0wD% z{sl>m>4jCT&~$14HZU0|^PFz-5yyyv=)YlqQR*9yzUb<2taghLy_y?;aj?1FH|1Y& z$}4Fo-+VI>uv50Do<6p0=*IgBDL0&%XUxnhcBrrh%X8JH#cas3U$c_ok>%f&$AocDRC0P0Tzdxih?R5IV33WC$sD%Ou_hu)d)p_Kw%+Y5cMWc z>nTy}GiTGFuOK1f_emo4Yj6uI+qX>>8>unJfi~n_xF>{sytp)NVjC`5%c3`|U*Ql@ z6@+=?@fchoxSb5(D%NNhA()FYZY1N{u{4f1C7~f72=iJ>766kIzD+G~A4gB>WB6!BhLAA3gJYe&Dtl|r=PC}f7$L4q=h?4b& z5l@u0xgZ+<(^g&E@tlj5n`50~-}Cu^yYXcv7@yyFMO*p%Yc(%DeSLE+1Po z5sl&m*-~{QQHNsKC5FPv!gd%0o^B~J>_NGS6mml^8oRn)mZilfg+h-2Uw~Z4ybICg zvlL^<#(a67i|Rb}>A^nFcw5znNVKct_m0*WgvK{7r*Y^$M|qkmq;QKdX)T-h8uKz}8mn+r|mZlJtrKSY-NN%4z8 zGbtw41aK$%`-X@}l0TIee|j`}`51gbSA~l7hA%Qn0}m5#VRh(>%O(-7&5((t;@+X) zcM2YP7i*f1eTMI@P2-3W$3C6JGi*W{fuZ`yFRs)AWSf)q^NbUH%ahqSAfoEZo2qxm zPy6u>EbN@4U!Eu@78{mb=O#mJuPaKU)qBzfDZ02lLMRXkj9}eoC+KF|9zrVT^zwWw z(tI!x51f*>5mm0-dWE-)pMdt;W3n%Wamb<)j&*g zNGz}$W|g9%beSD)F$%IaNT9`|1Lw3Y{b@Bd22#zAu)22v)|?LtI!lZK*S7fKnA3je`I+hY zTeql<*MTsuEL#+L-?yfoAn&`F<5hHeZN`HcJzW_ngV&s)3y6YQ15M^nh!X&y2&3$t ze8|l8?pvc^&ucQf@RjeTpk*Ps8?;xzZEg8ew(;lWP|&;%xxPQ&#DGo{w42Dkg?xp*KCs-88fG<421^|D)d* zS(HSYr}{3v@!pw)SbN)E+F?PKjq{XZR+4X)Oe( za5}3<>-{bW1-}qn0Rmc6O{w~jMgX{@1sm6psT#aC=l$X96Ck%grE0GU`k~8|J$d2Q zs)L^9Buok(d4E%`oK*czvEvz}-VZ9!jbX?!UGutb^yl1Qg`zLr+;NVcfS!*SIH2aV zKfyi0Zd_9&S%ufQzU3GCg`1I8$3K$R~$K<=1(cPk;8@lE7%fc=S>% zS9F=VaIDyq7dOnr8HIb^se;)G2_3@=kgp34!4=jdC&%xz#0M;)$UrwQ7UahIK!n8n z7JxLcXJ@AkaxO$}EBfUaoqCUuQ-#I8z0E%q$smpmm%s8`O`_Q4sk0zV?t?wc0WR&r z(62u$o0^)QBj3Kfg}@VnKW}fpAB^uy^FKV3-BI{p#iJdjVsle={UIOyNEA}@9RAfj zkp!<5f^4>#N8@y82A}iJJ`Q9B<8RG%lD0Y1i9J#1IN}@fy@FQ*ZF-iP8qIi>b6{E9 z>^5IhE0w;7opl|q5^g^sSQ(Ux5#yH+b~g_58EL*s3i>UIA2a^;nt+~S1od;y`|lY! zuRoZ@{VeTwPUq`A1_q4yg{vWX%KcfoV3Ox~#0g8W;%uea!*Xl5w9-e-`3TbGmWggo7X1B_myRE3L@8D`Q3kn90 zxZ-7B*CQnu%vB(|Jnz_*+s8Oj6Q?1ZI*auU6IV_|_U~X7Wd8bE`Hgtb&%A2v&N7+m zzq%L_2W>tOEO>^%#-Gu`ml72bu}A)uk$ukP515yw{L}^SQNE$@D_k$Pz9#c|ocZ92 zdN-k>3`o*z5i&>*wwT)mIUzXu!#To?P=y9NvN z($P*~v#JY4%L(<{73|6F4; zjXJ7Z!Vj<0&@NhNl(g$$b1#X{+HQTF7z{4nRM-d%0o5F181u{MV-Zk}f03;jxBXGc zW7YS%J5RdGp8-VTJs!vMQuo>@;8re*z+3SVY(>tm7ZQI5YY z-gBTPxx#dAwgtJ1i{64=-;2aEs?MJU${fa>9CSz1iM}%;!!r^45tl3zM2z;|k$>g2 z!X5oqlxd}9qN?`7@qu-%gQ;l%(YpAv++2x}86d(e+5QN3FNrE)*&t%7A-n`)I*Jzok%79yyhc@M(9>)! z4iC*1tZXs+9=&X_X!gL&5Dl2(!#sDak&|G}& zFXK&Z#hT$VY3o|V(yOEC<4Qt)a3+sRt+KhdvvElrrS@uKvwZv}zMqk=h z(oXpogn`M&x_u~kl**NwSj?{M4K8AYeRs|$_HMROpgrt?7R=m z3Vl!hkjT^F%#ML`WiYJl;DmoRfv zD}hnqDK(TPW^Pt8cmcnuVt2?n0o5Z@R8+LtgN+J`b{Yk>9BwpGCNjJ-F-Eit*!%|v zw^dXcadW3d{5K?UI(Mw*UHoCl@6J0P`Yehuge}WR>;wd|*s1NpLdLYE-n=_LI&!bx zw8=6zzwd&RkLiz%h-K@C5J1#bN-3}4gqU=m&9ub5C}ladSWlqd6|?v0???6 zhhUP$XZObmiIW(1nEdiCl!sE-6ywe55XyPGgz?Y6J1En+#Sm!4Wt(68ey>?J%ZkZ` z7UR+ky|C=Lu4{*Pp+WQ3eqj9Vzo3{sMGo(-wS-|8`LQ2SC~7PmGDi7_$Xu|%9{tzG zO32)t1=06;)gM-Or_1d)vd_SZ5=A3^1(0F*ltr%+b#M=3V548OLpgqHYW>L+oR~@jgyV4wug#YcE44r#9{C^Z7BWMahfHOPB!@W=_2sZn+zF*83IEU zEh}r#(kpe`+000Gmm_vnMIxLaxuIrll}=^jg{ZmxiD(k4*2A_jD=RBpU78$c+C^}> ze14#Yx^?;dEWyp1l@ZPs9Jj@u|F z=n&v&>L|VxbQf-Vpf0`pWz2!ZCljdu1#2|giHCg$)9&;MkDUSVq zt-N7&Vf0KMt^Jr>l!yvd$KRi)9wS<##unFT-Or42r3ojyKs92B88c43A%PK|@Q2Ugwgx*H;)XBeV6qY3_zI}IjT3`}P!w(4fn5+}uNwu+ zUKeOxG}T}8BwesL+%#8Im6#KDbdK+E>WHLQTBr^Oyt|BF)mn8PFe(MofA#)|Eskk- z=4!>|28)ZhD+3Fxk@n|KD@zIt zf?tvq{(SByb|IEM4!FsW>%VcI?}|x@6Dhq6WD(#!D{c>30bvXY87)e5ccCou%Tw^% zIr=$DGl%;bMk^*e$n_*GUw*tyxh`jhMQ~RKv3W20JbPXp?HEV3<+d1(mHZ9tVK%OusqY zU{yC&+ajjnWwMI@t69HM_T#B}S~wBy!uA7{Hw*4J-##a=!M~5o>UX>4QDV%N-bY-Q z>Xb4gus&-6-P@N8S=yZA=e-rvS+4SEG9!f-xy_$6nptCF-n4xranEmF&4+#tJYAJK z&a1N8gU;Il353cQqoKiWoQYvB31gO2_!ZN!c#i0t-15&C{)*$luTY@vU7hbPwz;7p zQ;af95iZ$Ui}yyz%CO*rM^)I9=<|E*+p(9gy~?!J%qMd&H~32>2a825kyDU&a?m1x zXNx;oc3S-iMRcc#atqIW7XemuTPpXmMY64)ucFEdxQ8VFPOx`^m%tr)751RKyLTdh z*ontJhnM%k!0ok=7v5NfO$1oGE-_mLxXiW@jvTBbx|#C72O1hK8w=L}U4|tCn(KEL zu`_nHD8t4opASy^LXjr$%a5gwiZebWkZ68=f_v zH5tz3-I%N{ShN^j1+auoMO4{}(%n2P=A``c=04 zLCnE|Mo$y}$jc;henJ11RrDO`lGYNvyf%{r68PZ;b$x)f5i?M{fDy~IeSdunrJLbH z=PaCO?El$w`+1oI@Pgs6`cgSt+ax_z>8}>DbMwRF&qRZgW$M21Cvp4ct->4hZ@e~` zHN8a{2kkM)JT{m4=P01EwuaoL;kTZYXsZ`O+uE9z2Vc|Xw22t+zJyd~(zfQ_#xxCS z@DX{AfdTJkCkyHrfZO5#Znx?FOpiwU2Qs8CBE)hCp=`?YSouzcPr>v3aFJB5Lq|eT zD^&8e@ZHjzI(Pzi@80--va5G9j#i#YOnLW zB*JfFjW)6@NoLm z!dEI=S#C|Yj&hv)@5=13lncVGx12{9Qa z`km}oV4us*-v2fZ$I92vdwMHVz7V`}e#`XKdqSYioxV<&sDHm_Jp#Z<3|_c( zJ+-&KEJs`JN&`bD-BU*2*A0^gcOLEkbR6+tVjQb9Z+Ojgo$bmK-=mo`$x~^SRz>hM zF?@szIbb;tbn>;6M4R#b4I6p^AlC;gtXme^WT0kl(LJ6$n1Ygt8+)0w;;g#XW5dih zs|W&?V9hJoVpcXJ9Y-wZ7uxs2vsgHrJ7R>W)ptS45i8ti*dt=t(8Hp$k>>1V0F_z*_;Uf z3ogJGA*?Zwc6(z&yvTPFRLOk)lLm@)+RNXOUwC!$9=NXZW+i-OS{YNRW7m4#*zFg}){HF=`x>Q8Tqe<5eeOtvt~ax^2g!Txrp^v*@eQ@`L0*;ziLbndahuaX3^lk*dWd6e&t>K)`$ zD-cQ0&TdVy77-Rw{VumDRF>l}&vPyV0#uI94qctDdHxN8FqC_2PB8flBfhoo?4y#E5oi zga>UTTm_R<>HCmo-r-wOJi^*d>$sO{I)DYiD(0~iy`Gm5rT$tuqr{yp%Q@W9*B<(nd{4GG=} zN}9Sau%liOm`zzcd@HBuMjI=(C!?s%JsW9gXajilWgU@|M;XGn0lh&-aUx z=_4OOBPn=pJK(no92jskV+H`MyC9T_Q!@t_R0S{JeSIS^L@()$*?x9mYi>JEqTxL7 z_<+A_6f5?(TSX06vVfa+C}75mhjka36p}H);I-v3Zgv_p#_F7+$~pS~0}X8FT>M4B z+bfGa#D8E&e_RhY;ZG93bs@5}Xa`Y*5BMk!09Ql%etQWJQa8 zMX-t>Sdm8SOB3LIf)|A0>Fs4|sLRgH!y~Gkt1tbuc=v}_uOr^iKBhx{zv>TsySo8{ zjUu=(qQPc}gXFQ66(b-G>>H~kdXFGrBSOCt7#FNV+Y#p{r^0sNdK_?iyqBOtx)^hv za%HY1FJ07^`pnOdmX+Dd5 zL)~icn=tZn_q~P(NYU~`;tQAA+Xq@Fu8ZAw*|1Q5=c|=$n?v%h=8@n-4{@dzzW<)z zh1R-b^?J|z2c(sDL}`&i&(FMNw}2JXCLk@{^G1*c+>YeHM~83178`LrM+2uG(cU!C zg8hf!KTh6#ijL;Tb;AFslm+O#XlM;5JNUo`2?bPp=0~nt=wz+VwL@3t|HDdAE=OI) zdAW|vK)s_G~#*oHG^`pxYbEGF)zq?3oF%f~*2&7=v{CmgGSM8WIyzE{s@@xa+j z@kqdbh~G=B^XmWMt8jbZ<^p*YEcKHFZLbIj3hu?K#Ch#5X1XU2p}hYb5sp;2Uc(7f zHVSJsE1aT?q?dduFa)z<6jLBJf7^`ZHOOLvr--N}+s1%}IM~*9SuQm5m!6)iM1QJA zBDX&JeH&_=FgN+b=?gig(*R4Ts%@bnkXEnrziqO2v{$U?#=YO9vm1VMtHEnEdn=8Z z#?oy^>eq4|Y08Xiz3+w51zJQh`QWK4cR-tuihgHYW z-aSJx^Qp!QU|SZG7Po9{1fQu$-=U%GxhSi2Kzra{1YQDj*6+z$JMb`y^`qji*F}46 zJfF;}0LGy6#fyd69cU&8y@r&(zFq1|m;9mst`Jj>>AAeT2FMTE#+tl#otI~B!5sG) zcy=)92Ay5N<{Ls*zc<_-MfN_nvSMqij%aN-KkL?|k#@#VtP-(hxek7JL1Eoa|I0FP zJ5{{5v-G^h<7&1no836EVqN~InzG+NGMB=o50SMO&@`@1+>Ec6ipkE;G_$nCT0P&8 z@jpMS8yoxD;DCnaSEPjl_095hY8W!%z!35k{lO7hJ*ujF(>5F|1O$gL<DP1hs?>;(q?vvt#fLg%D@)R z$mJD)4dPGMzl&gOLeX3@|A7wx^!GdTLWq-YDFD+i$+Zf)=Ur53h3TUhq!(Zq!Uy%N zW%nt}6TxK(X$eHb8rjbK1iQ5ZI=A0m)?&Nc)QaD;P*7Ay$EKG0e(*C~weHL$Et5Z} zEFX7Zw}n=ngt`YYMB)4pos>aOW0O^uWt|g41C(0xTmJvWZo}o&`F?1fd@jr!9s!XP zFzbb*xM$;$3i<2KESr!R+s}i(jt&{9R)vKl?Lv>^fOnFGg zqnqz}mt39}6Yfb+C}1rwMlXfHn5CO4MgToWbRi*@u3}f`K7$+#*?g&@bZzq3%O^A8 zu$OP2>x4XVDJ#|Fwvi|{_ykDXquQMoNf1I7bBuDX*9fr5&>J%|Df#UvEd)kCd4u28 zxMD=xvl={09Rs_~F-%O5vcdZ=3-6h}HQw zG`ex`u3@#c%4*~irC1!My|d*qPLIz!T`kGeh!efX&INuM_HAZ+(DTFFBSPpIhK_?Z zHy>aXnob-9mZsavOY{Y6_#KI|*0c)p2Y9~60giJAzBeBHVooA+Lwov*u_CO<#liAwbHcA2woxefX39xQ>I zK>yA7&Pp7RT@r-JuLs-3#2=(k?kEFI zGv+oFZ7>A>$z4xel~8*CJb)!&cVyRl^w9%0sJH3W(MKa@M|q-C93;c8j;yx1^*&O< z_|-JF0G4b;gcgYZ)RC*LF1M=Dhh#uufUAjjv zojEL_AdYN2X)j~2By8S2o|(yvF4$~01u-n_j76v#lyRBHnt&t&gOI?=a=356=03p< zH=u|q4;5MtwEnmjXzhTsaiK!$f2oQ6nI}RUL}+5}%P0u+Ku5EB+NYrEc4KzK7=Sl_ z@O!D)JkQ6U03zZU6QB@KkBQ7A7;UkC(ejs*m-ln_tHPLdx24l29FQN2A^k zj9Hfs%88taDHF!-*x7tp32F62K;|pT<6OSNFZGU2yTePT+P1I_*{Fphp*O{?+2pnc1_uKkAl^9oJhbrvyTWoQsP9 z)Zxe>o`+4Nofl`@Ynq+EpnW_l5gu?c`%W=^{gZKa($!!0MxwlJ6MP<5ia`+#2y6p%tzHtc>ge6CY zI=k+qtnlpw&frqQRi-NiQFsXR>}Ov8@7-9nip_862uX@NS$r&!+wi53{m&(Ss7y;l zeLZAmeH^G7R>mZE|6B6eKKlqghtmDWVL2Mp>2)P#KgGX{1O+9)+@p;fG9Qo*ynoFr z#K5Cp$!$iuZ+g;l5sAC3{p9F;Htt0WCN(-G2Djku5p!GXsQIK}^x5a|av%=DfXK`S zARlGt-(){Nw*B+9>O^5`@%0>0DnpZ^dI1}^Ig4qfw)UvQi(L)%qRbjq1C+z#p{(Lh9>zveku0ACI5d-h;@@Hxp#z5NTH!iYJP6`F|q}$U(8h3T@enEb09MeUU$QZ#J%XdyFXAc$Ve##G| z`K7b4Hq7RK=v{OWOw7}U6HXV=rDB6Vxw|*`=GmA#{<98{X zT?sQP#xpPoDlc;TXg@SuS-oLsypk&WJ2pDnd%3=z!U_j*J-Z*8AD*MitBBn}(I|R7 z{LbY>LQI7qYyMTI#8_cV$nuq0IWPckhO4+`gAWz&Cm4V4k^3a-cz<$HyTS|}0ZIe2 z*I(gjkJ_noIl|h~&fBpO1i}qCrl>5bGyRpe**)i|7#CGmzmZ^Hijx;hAO8+)$d%A$ zi}<{_<24fPPB2{1^s?Bk|6MQnCw>RrLWk?UEVm=~fLl0+eh3aflYuAR#!&{n%JYN7 z{f;2Rmg2iYR4}2N3b%v16!2IQK(;}m6k4Hft48PY?#V$5e`QHQUv_3&2tAD9y(yv% zDvx4d)ts>0kuw0FIsn?ojb+{j(E)RfA{qGLU@VfJFmNB^s@j8E@0W0Nk}r#d<#cV_ zhG#|fsQ}{{WrGxEV&Pt3TSfTX3)TUbu!a7Y+2i;U=e2DrIiJ_qLt#cm=(*zZUzF+f zUL!a~fyWHieH5&53MtE{GpLcl#pRX8!}!~xUiRj`M<2ZZ3c;@3&TU?gaU~QlFr6}r z4dsPj@F)s`s^32y{)z_FTOQf+KIc<9%G^VftFTL|@IajG*Fo7EK0+G5{vjl!%`$pe(1li6@~c z$2v|EZ#kHbY;>|Ed4Wg$KE8?yi-#pao3<(ec(VXY~Dp_;Yq~T_yIc8H7U{ICQBtfRA1PE{#tsJ7p8G z#P`+i<$D--+MytmSv@a@iYSXm3pY7k?_|7ZK*`kghQ3uXF_wYQFyUwH*LIX_lq=>h zTAXqj8n109l1wd+!C3x`E>ArKhF6GvOA@+tL%0&%yL|CyD?mz(|9^8a@|iwg#@}64 zAZG@TuNyG_h_%LZ@VhKw=mtc3ZRDyt9j!l)&?BR~ybhg(;Q(%j*XsATZ$@g-5b4L* ztDMD;-1pc2li6THM`>KJ=Oh$nZ6ovQ{jKf<(}v0VJJs%>LgCa6(r9>yc1n<^{5y?@1F}j4ZdKrj8 zh8wC^>x2xSOlxK)QN*6@@_@`&(0$Z6c4vkGFm#ccDv7i6@cz=j z`#qdN5uq*VO%VkfU{2!qGED>l|EHLoc7vD;7U5J&)R@Z8$I{wB7Myc{!?*)YUk5BZ z+&+Ry*RW@_FeofSVoTrCqyV93{U>9hoW68bmNOiMcG>BC2~+UV3#w@!8kfru-Dp4i;7~YaD&yIC?Yl{q{=lNB{g6 zrPuYbAU&Rb>}aTRjr?b#@Ufo+GJ-Pv(wfbcDg57|994kh^(y@Qb>8dzzXn2$;w)(= z5Z?ZNV+!r<+iP0WS0ILX86BPbtnyp?SkC9qnbN;ri%zB2Dkbs!F*gnM_N7wIv(2%H z9Fd|+U~t;fF2KbxqIP@*zzvL&gIT5nLUo=V2QaEo$;pYi=~AVNIG?vHIs%{zz}Pz7 zZG&HRk0Hr6VT&6E(?3In_be=2GTb}x{8xOufDz0iW+4P;TS`95H$s-nA4iJIjU#?z z={F$PD<<%)KhJ+IsbbA#HpohliL1cGAp4G(+Mnq9&ZmqTIRu$;i7Jq$-G@EsNfmR@{ucK49(s#0iC6=4EGZ}o8EDqx7*6nWu z1BvI0WPgM1m*%T?j@MJJ)!$1$w{)vEvB*~b;`2vwboTaFjePVtgA`%BNKDUH~Ad3QO^o|S|Ksdo35=L?Qc1F@3x-0 zk>lG#P#CyTz3FfXT0byFELbR9)2U32P3yfqzN8|kkqr8GABS2;j%*$;m4>Q&#N))<@D7XQN6eNU%C*Fd2D_BeKMWV5}?X^m-BEK zzMD1HOBXq=;#g={++l5$S}yq^KD7A=XTMCYu{U|RTO40@*4KrrKl&t^m90y2Yg0h(ly>{xous6nhm%TSno_FN~E73C1 zC0_{2T!P!>WMDYj_0ttmxot{Hf`UW(_e2Chl=S9T1ujJLW|*H?5}1*%I_@>2f$hH5 zqQ~tBNp$0@W`BZ`tqWBo5Ep+Ev>__t{>g8*f^%#CQ(tpMak1Fyx0n2`D1ShQ2}(i& zIPi9NM6Z`l?Lk=)Sm%2KlG>lu%q8f9i5r!`dvbG)Ld1qlneZs=Q(oT0YaF*(EWIqd z2F1;1<&R;GJ2U@O3dVaMmkt=Imd5z6Nh$0ZCl3GqcE;@C-V!EMo9v^3?%rOhqHW>bKhfvY3SiA^m{(-= zZT2ZBk53dE7#=ZG$l_54NYQuw+(0Cwf(mzTuxPfD&=rz$o5aN_WTy}d)k$fzF2|)^ z_R5kcm!ch6vJp$C{U=3Fs#71;0VnmP>A|i2A?u}sGe}iu+T5fbtdqr0{Ft=PpW|Qx z(93l_D(X$N`K}n22^t+>)o^IJsTg#14NOepvQ7})+vg{#VemYaefxzWl=<%8=F*XD zd%v7mOOclkTb$u~4SA*p$NPAO|F+-^FE6C;+%j1IzGh9mfld?or3~j_wYLonByQWo zZqM%F{?NqgRao{Loa14!X;3O<>ql$3|%WtVFQ zpB0_o#e$?J9n3w7D;>oy@V4j%cON9vMRmP`7q$I&x>&7q%H`{A*u^DZe}Hp8OQxy0 znSLzosCN_bG+CkStD2(iSrGECD%o6(wR~;nT&I8^H$aWT3NM0SjCB7U=WWC5m za{Uz9KaOB+&UoQ;k3!bNVeK~wun~4s>3tlqGZfA6$p+s4_KyQYIo4D>nk;D-yjYTw zcR_dzi)aH?@`$w-*u*vCyFNPJjCfTL{NxEC5ox<1O(ekw$3T4QX4Dg# z37TKfkV?sHjjZ9`SnA+8Zol(xJt3JTWTp-?_3f28t9*Qs4W&}of3MFw*q|7n<0}srcWw*G{8O&z72oj(G35$Z zI~WV0G`yPN!J*j99T`A0_CyOObham!LayhF!k(qZs|NUKIf{lxMwvP9r(9su_;^RL zai+7AR-|jc&TJ&V<#Pg5LMoLEBk5_h;pp0k{d>==AGjQDW*o!4kbA1wk=iL&fR8)E zAF`c~@VNuF3~`n2UDN!lU`|Ryr-x+WjSRm(e^8)%SxNJuJVWd?^9J`{BBnd3%b1H- z$AVo^z_n`W&G3UW$%YGPhWDP`nXII3ZpSse-H@=sFX*^`idhvwQ)nYx^h+M2>wkMs+KktiJZk6= zopoDayjjS=e^j&w6q$(q^g;~~%}BMiuOF(O6g{19?Pz0wgwu{9;t)Ub#q|I%)?2=K zOdRv!gEg!wwYIm;fv$Jubgi(cFBVaRpt+&`GMrX)!OQNupF!4WcaRPdn`#z88{U`?@?{^Nu}l|S3UAr( zve3^Cz3vV8dyX645mf!&Z{mahTmnZ{3=XIonw!rKqPvF10eoo2v9jWieE+k{RMhhr z2hYJl?r-*$qgFJ%Gyw@^C~O&TEZH4o-rrbDWCj5xfvZ%^wz) zOU_Cwj65(!)x7eAE|njz)=2tceK=Tc-=1`o^thm91#>$je4nokjk!g*VduwJ^QOuD zDVT{N(S-GAr8febIG<6hP)goG(By%U;(JTCmtK5BK?>Wv@Hv@XLNd%JowcOz`mNF} zh26p)g9+{(*bU5u6czTpdSYFkZCOW-JZ3yZOZIC?MCpm2^q+36|R?P(g zpnU}y;~4r8t(Rz#p2@Jk1fB9HfpFX9ZrHKA^*=U{E=Q?ji%0Tks6|_ zpdN?m8bDS841yX?8U(^OGBCslYBFHmJCBIj5X0I&GSNS5?7;4`$rC( zl~`ty&|@NIMCfYB&FfrF+SePs((2`3>$GaHYZrUjL?;idB3cz~&#%c*%@(j|D`S_~ zv1oXmA&HpWW%CZDa+<#=JVcJeis!DmgE`^VYs_*xaF3nCu;d-X2LF5TK#)60#a^zt zPSsvL@ZPB>4uNMl=~`_!leqe!Q9qg(#SD z(%2k`-=D_1Kgaq>Q8*$Cdi%kumK#KO@Y)|LoE=jSt={+B98?YOz({@+kd%gx`tYmy zIL;Z#=11a$3R}-qPC(Up#vt~ZOqqLZ+ow#F(%9@MI1pBf8 zY4WTi^nELZgj_>IDJzKD0dbq;eJ-$NQgLxwW; z4K@)xm_~E)$ivrqZ@v{{Up2!rj^HLHoT|Dt4vtq%I>Brhgas?V>U&C<7@$IDAkEaQS z^Ki57r_>8=8PAe+uX3h4o#P~#_Pd)CXj$mtC%QSWr|MTfKppWo+t<5(7>oLxO%gN* zN-{XUszo$jYG@NBF;U-UbN2?KpE;i$u+fMF>>ruSX`qV%odO!s#`jH|Ry%jiCUiH9 zS8(Nl7n!QsyZ+J*l^`Nb#D9Oe$1XACmdt-V<98|8d-?FO@<#nd{`2wg-0a3l$r9IL zBpyA46hxUC(3$Z^qzYxk)KoqM)1sj9S~QrtOGOG>7WZt0u=)WZNvVE6szpp!SubKj zOiWU^mno85gj*_7;cocuU15vgnWEl_4#KU<<@cc(#pj!{ZS&RZgjv z_h8c46S(m0#rBNACr|s^c|Bm01RT$s{SU}A$KImS{EUM)E&7o;4R{!o(%!k%+-lF* z`b@a-*Z!Z5BF~~z4xM&ElmYl%fSD4!?Oi!+iuuT&cc+nt>kUEtnN0(yxVQ!D)_6TN zG_5AX=EDWv)2=6Gmyi2EZ~)FbaYv6sVJQbhEpLwwFzyxrz}5Jp%oN$pnTTtCuF2>6 z{g5Y-IiDZfQ4j8$e-MdS-4A9=ZCLCWL8^aXC-qVg1xbC4h|zHy6I{p%%FU1u3g^Qb zj7?-C8SG;rA^v>@8N%77<6(ININMlcF>*+R<)i3P-XJFC!iXavsUf*hLPAJcLwpNO zT!Qfy0rqhI_*u;;ngwBNrt9X(&9Rp&=#vH(SOXVF`$x8`uCOz}+wRBr`|7WQO`x`bZ>iI8$Pr<%u}mK<7q8QPIlk8^L(dS;q2_gA{pp4-Re zjhAM}Rm#hV@V4(=&#H=K!yOu39ARxk%Ixb`^I}Ap%P^Ne_Y0>F@^_ zF4fWgg3fm7(DScd**mlK#vql|Y;Y)Sq~rxBw;+C3QV|c2;)-%Y!5Df`QQDuXrihJs z5UhvUn~%<|#jrdlsTZRa_3-Oxk|ZCTMP0dZvuSaTF8YJK%lWyrZE9fRy%z*DHt3Mx zlKE=rX>4q)f#q9dSf|hp4fV}WrUbKtd+%$8Vb#g5mvU4xz-ZUYd%Vn?Y_?a(P^8u~ z68;whF;C)Cs)PG{Ny8JJ7^$)mb4u!ry&N2`esARK)w%GmFWz8Tbw=qCW@2VEs0!zR z#ZwO7KXUfWqK&8&+@={1oNMRy9i*i@AI}B9e};WauZHfYF)ule(kCHI@h{35kfr6e zcy@LMADe@;KaF$0KvtE*P7ALL`NnDdO_;f=DkG&LrM(c@KwDo&+lKzi;pr`XsI7^nl zceumy)3~b8T3TEjd7u<5u8leeGl+zhooPfpaFR15ZNS3cdvUbl5k@4xFT}$)S0!*) zY>j(UI$9cU9B*-Lo3I};yMqAFEyCG2afAS|S50#he_j!-do36tfbzaVCKs5ZaSwMj z+*s)Yfm!+B*7xt_+=fF^sOUEr|K@~R+d5noo{M*Vh_86WteooiE1EE<-kL_a|3HfE zS5#t@mvD_kOZHR!Fe=MPv1>0|MFM8f%m4I28=0Fi{}O4q<9;2lDkjWh|1zxU-6U}kKOlX zI(k%~6F5$OB|@HUv^`ZH?rgW>)3=gRs9mE>eF_%$V0Hc6!Gic1G1bvtKu8GIY~t+R zB8aZ(#_5mc82vC_Pvw(+e0c9{g8TKR=51L9lk2NghFno1B(4V!8VmII=WeqcHQXHY zIDBlh#uum?cxu31xo^H1jmu$zlv)?rk-c|#0AlCV^ewRw7e z7=pl8DXBDn8_p)~fWUyJ*MGPenHl8-c+{r5?02xj6U$We>d6U)djeX-Jq);pE^uY8 z^0(MfbSOxtE@Sx(diuNwCuDH188mjHl#8S5bC0>HtGv#+NTImbu?=%uv@~U7@)0!T)dQecAR!UmUWx7OHa;i(r)F$>KwbpOzUim;rij);IFZSPVVlQq@>_w#rOr?_Y-|X zCp1D{@f(+S_c-G9yB--^?bi-Ch7wv>eN3SgxlxXFDoQ%C%*FC$xikK`K) zHsU<0aQO3f>RI+HZ5tbInki4O-C`A~Pa@B@d*g>R*-5KU{@|HY>VQctc{f{kGatQ? zF;5cLx)CZo0M_<)#6M<-BGrQ73{m}}O#S4mjN$)l0dl{7ooflqwvF*sVkW+XEaI3l zyPOLi`Db7iZZnLCn%!=z7j`|P=wV@IZ0!GyzQI?mXx~nshrG0u{=i&tsqZGe>4d_q znX0x*g}nsM&eR4}G(yviQp1Od;S>r>gQ5y^j!{YjASh}cU1OKq)C6}wKrV<>df z0k{%9`5_WIvNvf0h3C197zb|POiWB9a@(^>CJxt z8U8pXcq;Pnnqi*3%o=W?{?yCk;iwi>^ybyV*_t~Sm)(xh#b(byya>-^C8wumL?hFZ>`c`j^#vb<4H3m&oZLWknTJNR3Ie@1q3A zF2A~iC303pK%+gDanYUWRx0P4LdXsiT?RJx0Cz?IH2qogl-7H3KEtq>hUXUM-X4*F z-lW4;vB~74`kSQSKyb&}0hjRp*2TY41l+Aq&utv^(Hg79MseS4ni%m=(p_vE0!^bG zTMKsPr-`ilH(31$^w!tc6S-_M3tCR!ab2ZwYyCZb`D25m!TDhJ(Z{2F9>x;xSab22 z?`e&qwxZANbMbaw#INuRV1BB567*f=pW$Y-SMzwPyHcIPw@C~ZrfdXxh+I#05)=e-zK;GHCx`DD%rPhX zcR>;7wUu5&w537zxiMEd{}eg}_fM5#9qC5AX{o-;=C7#^}Rf6%JkH17u_J`}GV6?+`Y#&orBO z;Dc67E1-t18uw-f7Nnn|VQ>06fmd^wy|viylO3L*u&7zu82L&nX(m(6{dD5TA{kTl ze*Tr)S2f;LOTQ}%$D0&H+4p{hIlhfvzbFj&^P9d@#`F$IE7auMc4mAp*B=h>oPCoq zQ0M7FiH$YWSu6D^+I#_CLWYkF#BxsbEN?oT`n9K7~r zb5Fy)p&T$aeY-r18qM#1<3?`^AO5`;g+%$i41q08S%LW6Q|$qhR(XPl?SrE~z0(>* zKYd!o{F}2s@#_ouYZIoDr_TeGF^(JAJ$Lq+S?_Y1?AsL9eN8oG_c50R5ecGf7 zrb=isFo63_B|3i-2K4$p#9#IgB|o;J3BaRluM}eAAqvE!%00X?M|qSSj&|_L=6XiB zzC<;Pn#*;Y>b6u{zF|uM;x|s?xL%^XxbXBe9uA6jD{BQM{fAq!csEt{Rb)~F6QDH` zWo8iNB1cL$5Fp2S{@i;5v!&od|C&D{jA&)Zt-+6=E9+lNsV0w>aQ}cKM*T-kdZQRD z`FNQoefU5$TA*_;`VxEpu!|U{{Co36C#(134RkyysY5Mt3JMJ^98vP`Z@k+S6X>^( zIiPQ9`aSx2NSLRJX(WQGsj$YecxIYf=4F`FdYja%tg0&Vk_00I;a9969}7qb4mR3Z zlx@fXR3x)Tm8`0|YHsG`73HS};`mQgm8hxd+2(6RPR`e(Uscj!iUhE6c8dJ{ww47nMppMo{W$XxXO$1eSZc^7-q*K z-c1tTCREM4eBnrick|o*dx&7jdTwIgX9Ze1_Om9fIeB@Q*Xei2Arpl!9(th?ysWeC zBSMLw>`rJjq+NBOa~FTQbb-DbM%LgS*vlQ`<%7ai{ve~&^0|NH^KEFKTF?Dcahqn3Ha2i`oRN!9VQ%k^SY_r_YFVMv%jgN;OJ0n{^Ch6`- z>Qx&F2?-tW!M=Uy1`wkN>IM0vjjyctvLMkN#R~ljRzChU@+MZ1;;(NMn~vSD^?c!h zd!nx;k6DXBZcjL6&L;E#hha0|#W|dxK3wY0GiqNm4L?2e9cdPu6KvZNy<@le>Xm?? z_rX!JRD@2Ep0Ja%D|Si_8Od#}yhT8E6>j z`B{UkoS|ryfa7PeM@d=}1qH>funmf^%YFj82XF*3zj42)W%@<2W!2gWED72pg^YJP z*hp3f3zU*^$gcdsl%q93b68M>&N{u+m6F`v?8Pa6LAM;@4TA7n8R7OmMt{Lap-)%Jm=x1UvtC-IFa7-Qe9DR*9EcDruZ2}pnY z>oZtVRG)fdMW>|TuKrMl7C)mg38%Wc8UqWj9hxSdq^=kO+DI57C zH(*CV;0He?30m3JB{!U~fMF?QGZIDDHaANkBzjRvw-GuS*dUGjVF@-4b4x<_W0upc zC5s{$nD{Mcie!rC91kto4>dW7iAzk!EEA76BBNWj2;qc*$|he=oj3S4-Io{{d3i>c z*6gi3FPmIkH19fU_mTZY z$R&W#de~>#*q%Ij;^a)bxIvbfkZ`l(?XR~hAxJRVjaQm-&e}qegXF;PLuKLlA*CTa zLUj@8PxY^E`Xb;!)#GEQy#;?9dImprN0?GFXecmD5||7|i*7nd(C_;yXYBsQwH~)% zji8G7{en}h{>Ade;a3a$n;Ww;Hk+rYw}joo7M?b{_A7jNFw03NRZ32^&a41PMQmh? z_`LoY-E1Y_tjc^&Pv@uBuzJZXSy^kmGOK~e67cS5vQrCb-%0xoPnIz5?YBAtPviwuVgT@G+o}r zz{i$`W;vQz8jg0DmT@R`9^;Td*sVU=}frH|3JH+Jb3|KmQ6vRD&Dw*$$M3VpkEF3VV-pC)ym zh)HfddPi`}jR@L*G|Q9uOII!}_IfSl1^)MQNEPoUy35#MeG{(B*Iki&>(H5i;iO5@ zB9zoQemiviYuR_y)Tn_0>g%)O+F01w+@3Q+pB_{8@qNz7K<3;rMp2}LJ)!Jdo(gD> z=?Immsf#~e(p7!8Fu7IIq^u-m)6K&5@L`kL1VnEWNX9kjO9Zw4*Ao$nAMeMBS<=Mv z6(CD4H&Dt<+|yvVKE+J6ABk|5m?>x&beEA$Y5PX~n7~%>(`o>JO)kc$WZ*oQh6!!x z0D=PBz3TfZyI9zm{>l0IjY)z~>cCpcS3p@A#Z*Y$AEfWCy0v~VYfJ^zG$p9qQv|@6 zd%T%y^ic)m@NwMlXoa8+RCtw^Ycih42jEgRoBbgOv$f7G{oo^242S0@94w#J3`w~s z9M@}dFJHb?N);r@l6f2yN6Dz%q!askFYobRZjE4L=@tFRphX@gG8`Qz3A#?N* z_nJntNeZN>*A_ktjyu;ns^ZA@SB?oRYwGbZY#A%r>~PsPQmza^gb*4h+s$Gw5RSX9WPmW|par%!+ZcvNj$ye4}G$ zzm;%b_tp>gXx1`0HBtBGiQF;_0s9b6@fW1<{(&^UseP1GG62^fULwt%z@Yp0?qRdI zU0RQ~+<5!;?ee$DTpMGhPY*D&IwHJ%d?a!rl7XPLGtD9-r3kq=L1ocJ{rT&c?=rzX z&B^ifF4|^d?o#H>m1+QGU~3N}pH8xSdSFO8biTSfyl9GyE|c|YAMM8mAA=}kZLhs1 z$F*N~dwCS^2PIp^N6e&(r1x)~{%AJfLadsw+u3-#3CI@^*VmtBz2!YzpANOM$mzjC zJ-s;KNE0w8CFRiSE!!OJOD5moqF_O}frxs^D4{*r_xT)8+KY}eC;u_@gUb2-GB*8y z6#QpwO^2MdDZ6`FbB~R!d2);lHW%_fBz`3d zZ1KLRKH_&cWc@cz9BcGfVuz4`{_TG-kyNZmBi1I_H4+wm;v5m>!;!v1mn~%$A@%BTWM1 z^UtU>fMxJy-PhcyNA~UWA6UPW&F-I2L_cXl5+cfosps9~mAS>mTJyt8wQ_$<9X1$N z`jQYEd)QP~R^v3T$2+oFGU2EZPhqbP9gH>G6kgPqz`F_OJt5!1!fE>>i>aV!yeymEQRO|R=`uMUg{zP$v9oNw0F z+1Yt>yc~Nao|GpjBuf7&%vFCzbFlUOk;ukK5{2x)hGo((o!B7kj2u6*96DwX0bFYM z@I9-HK$uTzy$6YmtQ@AoKRYt|?rB$~A36@U`ngm{Ko4yobQfJwEx zH^3zmcKH>pFD2ZBG6zzn-^j57tk3D@>$yfr-Uu&#Max!tUY=GS`MAX+kgxj}4-&ws z6b=AQbj7cs(SRTR0s)hg2pfvH5IQ)&_xJaofBYU30K@>o!s(9{{qLAv{d%`1Zca|B zlVd{7*CpQp*fQ$={+8TKxS-oIEM7yf%USU6gQ5D+_$74}6|tfjfL5*U!aD~X1<}rG z+=ov-&UUNu0u1?2CM(9vtZ4NyYiY~wZOTTpw)Z77QV{1k^Z)qKIbDwLOrwXSV=bU2 z^A4AlQwO!}Cxf?w-p$QS`c0ssQUirh<5db@e!&AEHNxZ4xo7ybiAjcHhw_`DY|Q=+ zU81TTFl!y39A7xv7!&GQURs*la-{-?iAGFO(E{6-m`LNL?vxf=n^GYcpj;pqea&9^ zBBmk&kK)mAo9_j_(;gBRzUI?K6LT z+}YdP`iGEV@9&vi{n4~WQTu5ySk2MA-3Md=#@ZE~exs6NkF3X=vSCr;>VAKRTt2HSdv<$q@=?6+2^c#pG2^;$v zdyp7pbRK)xnjGRQrkoX5mRDDedpeyZmG?)$}%j zZKAjOlAj++*Amd&KclyKn=2DCxEo>Wgoxq=Fvh1pu{e*OqY!DPIa(hfzNoscJq7G= zt1Z?2qIKr@MfCX^vC{c5f_IV$cVKm#h9ezuxIwSmIWWNKI1TpR#-Fno&XYgN3FXm$ z4LQ~sg46m(4qCxGi=Pv@cK!?ayC*kenwI*lqZn1sd%zu#FkVAr%7k*Xumc`IsIv3F z`zY1qx1-mK{&;#axaQp(f7*Rtnhj8KM1Pd8^-F=4b7g@Ew&^e+YSqmckVy{x5}#y( zh>);WXvmR~67K8E{NgbJF+R!WJBzbp9iSYXXhkFBiQDZ==lVbL-oz&5xFxUx!;{gD z<e~8NTzsr=sokVvQl6HR@Cp8@8k>VR<}f zz|gI$FLt8f97FT6I=-fkzYN9W@crP>sLWJh@>KE!)ch$6DH&+J{;GH| zTgjAxp*Ks-@w3K8>VP*@NWQt$ist(iHB-BUYokGVX0HS4cD zVJa31{_O3GKJV2*7rh8MhJMTGP4JM!$!$zVl6!~ioSF{Eef;%FfS>YqoBMRBiK6!` zXTXG}F(jArxN@blrQqRre2@-3Rd7LWguxYvojjaOda2`jw=;x_#D@4AFunlZHJIUr z#@}yJl9ko+m+iEgU-eUiK7+tvC9KiD!Q(O{-3#e7jo%w)6}pgU9rId}O9s3YNRs9_N17 zmph(FUZ7iTa`?mL&F4yvgAQzjUu0U5)CYMqG_;_)TfUI}mkt9kf?b19EPv*hTO=fg zMrJ;B7blCObv5G^#y7)UZ!2Chs~@cN%`a_+CEiOQB&P}kILz<(jZxV|Pz_BW?7C*c z4*{B~sjlY4?`rmnTz{)Vq2PSHAp|nL=ZCutkPzGHvra(sXnr?9?mbVwGboxqWmi=e zP3U&{^v)mkUCyL}+?O?vpm>N4<{5mdc~6KSG8G6AOJuGNTLJR39tgmCMm92d>K;4v zvH7}Z7Zq|L!FibU{W2M4(b0{2@C=Sm{+@^Y;Hg(cD*LZQ=!h6Pe1>8%2diw6LmWnZ z#_qC7%pgC_PS#G}rSNQ^&rs;2e>+}GhoX#b*qj}V@}kal6|bO|12Tk6{@Ne0Ii7W; z-???`R;+Ung5n+d_|UD#GqwDXhg-E^5D35dir3|G8((1zXlPq zy<%n_FSR!>hdb2BWo}Nz?<8l?&`oQy_vgn;HDYPml;xzl)zYE3Rl7TE^lF2z{i3kI zRTyE2=-c_{O??Ortns*+IAccN`uNY5JBV&zl1$*9zvvpnScdR$gsZpe7l)(`H!w7Y zfGLTSoZQ?XpqVq?)i}HvtEc{5VSe+5ySpWW1ri1xRx^ZXRuz32_!Rv2Z!M4F)Ci!@ zj~#X-;I#IqX%Nb}=>H_(uDwLL0u&Jpxjx~A90dV*-e13(x}M*XDTGHvD6S{yeZ}Kh6zyxpE zKEJVmQ#lID9C|)5=hkzh`!*%uAbJq?0`?x^(SY&|>&-tuc{;Rg z*@c|1bT?DcBYv6AL2|+Jw=$P4iZE(U?d$gL&hBoBFUJAP9`%lY#tG}MSj?o7Qj+;B z4cfoI?d)3FQ510LB`?scJgz*OP!3`YE3NFPt6{36*cdGgojln=un(yp#>k9}zZS$k zq#N<(=Z#gk01~73Cf>r@v&U9fZoMh1>P$8tK8Dv%BNA(jqBidQU8!`7v{b>~y~~$` z3asH>xCu^w{}3vlo*ONm<09_qWST-Ll+S}&k?pOQuX*y!D=mY-Zv`)FTjcy&I^+<1fTO@|9SC*8JP)!f)ueq$ukeyu6dwN;K0G0 z-tO4Eh4^0EDq(0|qEasP<-ZK^-7~(g*IX~0dD0bCetB_h6C*DsZ*+)o@DVY=3eeW1 z7kW_8n;Z^L5O821dbshFvuO5F5-QTW$?}%&=lKMV8>B*!RNioi3{tis%1?N3+tfta z&*|LI!Q1cPf;Pi`bw0ft5|W}a9&p+GOKZWu%g;oMJW}ISb#=oUy&Bm<1BWg4Zz!b` zQif|EtfH9cDxyXIl-qes;H)PiR2GS9R2E%h|D}AbXXi)xogEJ!JZL>md2F-T z|E@r{JY==2-t=kOf@kD)N12D79?h&sq7w7#fs`Bi*TitRlb(%>B3}HHpT-Ev309n2 z;gFGDe>j{jenTno0U;rr>)Q)xz1E*Ff#WEN+D459aOaxsm{du!9{6nzIQMac; zJ@5kHT;&Vmg8zajO&N~Wa6+)0t+=+P>uv&_oX_JH9CXb>bMu6DPV0DoL=mAT8BZMN zA!dN!T2L>E|Hny6Bv-u4A^fJ!3eZGrZ>&zKOI z6n494PgYS^Rc-2uBKSM8KkyZ!e8|?$*1-Iouit5@)!da5v|GmvG6uhUZ@(GNRV9%* z*^pOIkN_+ekiMlgNyacs$(L?Q=bdFrvyDjNUwkqk41A5txi~bW*scT5iAqS_@)~~? z4V$YY@9)5U3AXV60eaQG2f|OFTVrPpr}foVB=yP2?B$K6B@f$dyB}pfhQ4mv(j%-6 zYIEIqj(aD(2y_`CNP~da@#?p{63Qt=HBbA2gSKv5jMAJ$5(Dj&()r=Ct7bL~u>8a% zcgxdCpe;o^R$}Xk)T)nRe)>%Vp9o{0hno-*$y!*D-O*}J{vZ!9$fp1OC7=NM0lr=e zU`x*-i@d1UK7y#C?4;Q3 zbzyC(Df@Ojm`J5%W!xUUqP$3G3QGn_ag(c1 zS>8bCd%l;E)+!THI)gIP-HQo}Q-7J-Mbp-}?9a{@)>@CO-WG%i$ToFh@)?D*H9@%1lRMyrDS&H`;%?zk{A`F^qd^D$F8pR%XX^*@>`}Ba38M- zvtH>>SKI%D@%7J}jk)Pb$Iia_9bWa6KWiHdtf!10|2BEv2k%JY7#8L9iInW$=ezSa z;AD)QLV^)T#OuROx0}h1)akT80ewAKU+mXf?wMlWmX`SX_&*HB$msG=iaP(vz1%Yw zZ@Sk5UYzz90)-aux5d~ z8(>s1?cuUeE=i=dxa&naYy@lnviwCB12~zO`AI9-V8dzw9oDvweM2PbR(7hy(!L8n1Tdm6?bXGm`L; zE7_c_Ot?6yw%=%e?{z!=N7bE`ZW6x~0pGj7KF3}BIJum3WNZy}C`jx3w2T4I==KHz z25M~dCi(qB8a$5*r(ThRJOYT7xmp8c`T^<1e%}jzhpC$|?7)GKW_I_*^@IRo>&swQ z-kWb1)|Uf;M3_rPb;FVLTU z;qZ2}Y2t%-zi)x0Aw$diKw${{AiN-364Tv9UsaVbFp@?ZF(rp=p2P$2mEQ>H9xnG4oRWx(7HD4yNr|wKAXDP8#b&l+)*B$Ep?`0w{5ufu zY1G=OO3v>@0NS}bt>aE)jBuvM*0Fva|hidJ>F#t4btH8RH&x*pT*1%Z9q^ z+F{#$x12_Q@lChs()C1YM)`|39y%@!j?Uv6vsvs6Hh@IwR+^;?wCc38Sz>Xuzk8k7 z&?e2ice&oC-h8*U3&ddb=nJ565>85NttyB-KtwI|X7?`Dcmpk($rK}JA^1^^yBdg^ z1qJDELRKI|nCA8!A=oUkY8g8JuaN3<3gZY0sYdd(0pdVHsaqq|co%x3_dq(a`A!MUeoH zLPBc6qb4AtVYZ#h5q3ExXnAJ=N2m8jrKQF>ub4XUF^JvHlO_~tY3anoB%|1tH{>Tg z@d`K%$uPaZR`PB9?b%gIb2wWf(sqe8X`lh^gVT{ay#e#Y9wAL)V~@3}GYL(YQ@7?i zIT~L3RovSq&BhJ4iI62DHYo|Ss3p*5xCdKc;`%x1ZC(d2oMajA{ceL?B zPFWfKi{^LQYfyo4ar63z7gEFGAe}~Y=&lYpb-1}lgw}er1mN2Ap74L|2HQsROIGM9zU5@T>uP>yShJHC88Q|}tM z`ZR6+>|oVtZzqkGcMJMruqred&yb936O&8gr&%80KZ{Spn$@p_V{XtjgRGK1n=v)^YRThV{L8i-Q%O2 zE7GOPN+2jVf0y`PxcE;hD18)4vZ{mRR>Os=y{Rz}I8;$MrdT==@5iJOE7)(0F5ji> zx^D!J&~0#8Z>n+JQBhZKrGBQW>b>}BB5~~x>qw$}pX7ftgc727SWcsvjOCEbbaX`0 zB6KYUIt_Z8^(ZiQYieoIgU}G^4v>ewq#T3Q_U6T!witML65Pp^tr0$%C|LXc12AO4 zB{}5dZsMXeKirtrH_9nDtB&y&x7Mmq+T1c5`-Tf6yIS4bwB+PaM5P8ejrHzbagZ-7 zOHu^YLTIh2sw0 z{cS-SQ8!eWd2(OM*7{ij1;f9&7X0~1a@l9Gs){Z%49RqJJnUz0&>5|?S&1mevb zV7~+^`2FUvyjcmnGN%F=j9(EbPPKdT`0NvmJdFP;8i}edj`{*RTXG+IXxrDpijF#W z0tzA&=+i*Hi=7fKC@C+G2_F|u>{}ToUr`NtlKz0bVJ`AIu#f^%?ah>nZPaI02iOa!@duF?DaO)rEXkOpC6 zGfEI9rk#E{h1Z|MSk1wv+=1CyU4EY{hIqF?5{B6tvJW5Lz;U9KhF?T+DALrDMM3cn zh>D^I>JLIaL%c!BhEHm+8CXAWqsbuBR(?pB^~6WaEyOsCJfK=ekQ`OSijoGj+%Yyb z_NT2jxYOaTFbM*+XTx$p1LwTC)L!xs(ZSAUtQ;^$`*q%aXr zp+Ki7y^wx-Lte(JkY3QCa!VS>!`XG-cnv%pKd4BxX>ZV7vT<^@cayN=6XSOZ=@jU2 zQ0?y{Ww59CUVkQ@#h82ZWL~k}>j?MROw-zxY=W<*WvC7H`S|D8*|8+>^tWm+6aKgRba*H#Xud%<+IW6@bemN0#TbAMF>*QiK-d42kX9jw2O{(v4+`|c|=gSMqMr5*2C*!}$J2BX0b{XJ6+B8Aos zS9Mns80O+;g^A#chbfu@>X+i+Xw42GW#D5Vf(sY(AoJU4^h%edPa6O)_X-f zz~hm*(C#N!mcEPX=iT7Wz{(m__r3iGseYC12iK%5^GtH2{WCu{!GWP;d>9QJVu)A! zkZqP0V8%2tqmN2^N5owu9DpQ)gaav}i-^)LF9zi0&$Tst9vREz*|hf@&65PdC*SoBx~@3 z^G{-&QK`Sk%&`>L1yXx&?YQ*){Mm`$Y7hhVrTMnR^+S@4192Z* zZZb=-gWnF&{bJRL-*|8x3#)qZCMoA5Z15l=b^pFdd|1zd1+4zc&+O|+r9t%NdLXgy z+qY=^;O`ueMt@5!x)X-ZAHGUfhw z2RP!S?S*O4Eg?24 zmVQEVo$}Kc&5d58Wt&apM9aO&EpU+_sd1H&VdmvIy`r?@oDMvfPh#b1%GwpezZn=r0e zx+}V?t*vd+9$Lz(ZKp#4#W{WeLin>~F*<~@=3hpx?o=`x*<_7g1qB83A0vcdfFz6a zk9OMuTHmtAOGj|v z!{{qi=x^~fZLujVd%CVuy0GGAMDGEv=LYxv*4&s&wwqL<8<^1kC^y|PA!KVjUP9Z; z3oV<#`Y5rf$aw3=vbv!opa;8kddj1^WPPY00Em>kkQP^XZXmCl0nE1?F4RMXn+(Lx z?7OH4qVKo&AEjC6K>IiLfYKz}ZN({22U3U~s^ zyz2(^i$7HXNf7J<2n5n*2D9S0-PW{{u&%dtMLq!3iGk+(8Y&NPP0o+$XaeZqFi}yGnA@ci z1lztp8vu*yD^mkSHwyMk7X96g)dx0XjX0Ig&XZ-}M34pQMXd69M*yr*9~o*|dDcMj z3KpkvG>zAw^_?i>bKNzxMR+wnwAjR%V7SSGPXzo8a1G+777Uq@(aEsn49_n5jbEpX z8H(*($KdzSQ*uV!d+h80zx+=B0QCxAl6Hh!pJsp{PL{e&hgK zrHZ4>RcnJ6G?Lk#gr6$yI=sRmjA0^5UB@(EHyy{}kTsw0IvdSM#uRg(&YP060&@fD}WcWd{4j!;UcZVx5@ZP3|K^hLutZZC#) z%6I3PZ?d!B1IOak(lMK)i14LHOdr)VSwIAHGqA9*nD1WvMiL$tnGoJGYt;5>(ewNm z%wKGof$$>uknTn;4}g;XfV{A_rRf;`mYv-kwd zVU)kuYUsaf737YLCu$c1;MYR&Px^Y?Z@RP8Lzz+rH^XRhrC)eyo}pBnhE97GygbL? z0X(Vz|MZ{zP5pE)0SJ>2$bS9KRGfVJj(~uS-_PdL-F$uzh{bdS1ZLi}s5`>nvR`;Y1JY8O@B%PF$VP_q~(3Rv&IX&;8 zf8kOp!vOhd5g8zT?&2h&L8cwEU?>(h^|{=(4W-~A>^S#K&o1J~#JH1wakEZbZdvzxM zUL9}4jK{VJ?>y`9;wnQ~WRD>|3;qKpwXe{>)?tDlO%7D@slqH6_ovTPNGGWpTRK6CvQ4=g|&3`ez7?pA-F z3ovrD#zF{ER~7+%-fI@5OrF(#T)vo!lz5R1?$9{E0DknU7t^hk9QtMEQ+k7%Ito5S zvpu=%gGC|09M4VFRV@}jtW^mDRQ$AsSpb22RV$Af~~@sUz+_t}u9569lcR7$qw=_e0He@`MWl0ihc_*-ub2ZwbKkyZ?SpHjjoYPCY|%&=tBP?4WB@ zk^q{9Nlb%8ij)thZ>N$fA;}m0t>UJ;KCox0;OFVNh}-_iPytComx|KM^qVC&9e6*2 z>#p}?ihx@nzsUZQQ+Z&p?vM@G>W(_lRw|sZorO2 zGO_L}Fw-ycj#*X?(vwFxQ@?aER&JXrcPQq3=9+RY8FCq*j};S{&^h_@YVZ6!QWZ^- z@S*vVPPcP?C!nf?3-~WtP~D|-?FSsJ zZtu%NMumNfvv6G}DxZJB&oq{Xb`T?L3v|TJzA(xq5wmOi42;Hy?OT~?X$YWkbSunX zE>0uz4p*pd{ghdzp!>yzwqXzu(F`sQ=mftB zE>A=n9M~xV12S<97U@4U+4j{k{C_`z;J=5KW6DjYJ6lP3ARvHLe^bgJmk9Ty_-=~1 zeEr(3sX#yo$RQxRjcd@U z9@GhX6co zR{n$=rbVQFaY1=l>CAHbHp;zlu>39=9ZuHlKT^#9j_iqi-c5{6V-x;zi_(l5m+rBJ zT53B;0ADyw_QHBV<_FJ5_f0l9Uq3Cye>OsIStPUnhX;d!iz`C(<(f3~Yr=F)1)`L! zXwn3s5#LY24kQXHR#D)={%k!&;qUMNm)bUD^`1vuNWLf)L8l77 z9eYi{Md!UvaHdThpQ_{b;Aj3L7Dwxg!S9n3R9ASXegDS`P|e|(n~hWPxLR0R7^OzG z&$MOAzDWv~v)GjNE6;REQ+4mM7!AHi^>WH`x(vunsIZ}1K~poTZTb|Pyj`DcZ_aI7 z%Rx74Xq*N;Jw01S;3>iJ$*8)y_4BLO?t__8GmHVm%BB>lh`1FpIVsmyadBj=t#S-Z zqG-Q=|IVhk_d@0!{uZx`>)@_5hq}6}>);zj4m?*^*EC2+AGHfeH>gK-N*Lkun_c)l zZ*ILQ=JaZErb%mFxcUSrA-7sur=g@y|MU{?)+8%KZ`yi)#91XX&BNo{o(x(|n=e5f(8iKEa$@@Yi z{QNk&Ek%Q+wUEmKnaZyW=gl4$EUtESN1F&A&Z{3geJ3lgu)R2v^6aY! z(Vjyl-PZF{4L=rqiu_mfj3`+0EHrZR>5Sf}FP&j#mSn4|a)w4ipV`GEc{wE_gmH0=eYncw~FbS1R z#D)y22a_`7Fgg-As8X*w&9G-ZYeTxVu0dmZeXq|ghwI()+V3nX>RPh=@tMSfM+<3q zs8`uq8%FtSWyR9JGcYjlqqu1@9|6IARM-?08bo2c?HSQ;$sef6Mvxu)MmbyN@nh$? zyX5{X*}FBp=G`0&3=F5!%7_~rhixW2R)dA{$!1Ys#Kcx(_$Imr2BNjq76YTBi6{iE z{N9F9#1}C`G9V|%ln=c6<%3uN>SDcQzFk0s;bUURW0UQ`}&o_gzX#%9ANG74EztwvR(ra;&i$ zY?=5()Hn?WhV*66D#jmU=AO;>-sSH4v@GoA;nDJK;+xi{+|$I6kPz1X!3qzdfm(%3 z9vwbbVht7<{CtgHhno|wNjufLM+27p$EV#SXI^df<2RZ62TSj_Y@Db#!0to@Zn%ox zdqwIQ_v@g>w=d7P&+lf#$YADh+KwJdp`D)HMc38E4_FP;T|~@%zl*A{B*NLkL1Z+A zsg`b)5eJ9AzvOV}|I(kR8l0zh*MVmkrT%>5+UbF8X9IpYXj~lYB7YDmd408wQ=p-e@x`>}z73AvVrRj9cdbFGPk+q&1iix3#SfNIU1sf8Of{1+mhS1Z*GsFaxQ5R^E({euA`){xe}%I?Jnu8( zc`aGZqLP+~$T#BD)34vO-DrQb3?Iw?#9%$K?cR>^xA&3C*|(?#W3S|@Cx5j_4gXfo zVKZRfQ~F{at#L(dF$(rv;&~hzb-sFC?R{Q5HjM;t_j~bR!xQe{$1b!!pY~!o5S9FoxxgPBX`Kqib$_o zSd3~FU>U!X@(ZJsIqUxRisf>~HYf$XF+m1mi@H1`;hm)|-1s_=Mr}2Uu=W_E;BGZx zm@@rQ+v?-c8ewAkHR5RFUapGs(1w-a8-8 zuW)^IXIN55%L#47YD%gGh9IaOPG&Q{(u| zUrpze%Ms1@Bpzz_P2(&nw>t0?r&o`aQOc?V6 zu_J;5+$MY~&Qn|hF`dSNX!a%}E%9siT*OQMb7Mm#sBGXDuv~o7Q;>goeh7z`1 zXo>h}Vw$d{@RT`a5F&HJ_?kp$P}#@Zt_Dt`$*jgZGmpe-=3Sz@er<8`=~zFl8v6DK zqBJHYWg=lvL@;NGT(m*1tcnUYF&!3*O3|JSfx|WptQbr^F>r5~j`=9=u~hi%3A~e> z0Q3b1DSn$lmb#2Cyq9ak9HoE!l?~v_vfCe3j}v(=>Mia*XmSa2fm|<>U3gr+c-Egz zdzgDH`<$R6>>#f&#jtVvetBj4u&^19e0P$T+wx{kZ&Fw4krrKbb+yqqI70zX6wb55 z#Ib2#biBXEIMzsg<=|=|FsrQ zXY?<|-F{#3nA{cqMy>mK(MpUp<7uV_(W%Tl#)MOi}%FIIP_5+ms>wO+4s zX1{c1|4prQX#;IF!XT6_0V}g!n<#P%7z2=KF6QR$Rwj`Uiy==xaHL~&>YVd3SuNmn zb{0e1PbM9Mhbd8p_@C=)m~TcscVIEzk}#xg=l6kt4o|$^@=1DeDy?A>r~Ho}KXflP zmFvfHaLjv>p7k^F0B<(m9@@rb(L1;9wx@Dw+nXweju7@Z#D=lLk1BMpJgd-CNjXLh zr;@ZOW5&nWXtBqDYluj{n7wvg}05s?W|!CoG|+;%%@KXK!gBNZ~ge4J&lTPxQKSa)K*>7t+(QSY%|=lS_8?Jqnbp(>N9hzsqJUOd>0(+b5^+4FBY zA%4aHduo09P?PJNc&sC;y(V<_X@y_KJ|*#E6C{;I!~Hr{=fZIaYxmx4!``HOTuo*W z2C+DfhqjELx6R+f*Bi?dYbrxvyA`^*`uJp18E+rlz)z~l_= z0p*|~Y$pTQ)!jWjOv-1`+g?!8@D^60&3Darn4gl9lVgmRci3?7(i1kF|6!lD8OR}K z$c{ql0@&pI_+@ye9EY$%uk_hE>0sW24y<_SZ)?gRh%tz)zAEkbd*z!tplST4AMayFLF-zpgn1gPHnGJ9?j&F)q{vfBTs&Bjtrq#|-RmnHk>s16qsh5M7P&qD*NP8tPaLB(hJNe<&{ zU1l#LYw8$o)hw_TcPg>PX0+Yo=$pH>rz3r-3Re)j9h%4@qoOnmPoMEqoOvx`T{Jqh z**sy2CXZIh`CrI|+g5A%w7*dn{miwHK$2EUvbWOW5;+KkDW)5yOK~FCOoN50a@2Y< zi)Z-xB*w#s522bcleqdC@gPT4b|`sS z@8nj(AR7sBFn~^(Px{NOcBjJ}S=ren>)s+=?IAb57fd)XCxjO5h0;!pjlu7d+z(3- zD0MvIw1L%A*Oz+(IO|@j8$fQNM3xu7x9=^sz(5CZ%M6NNh8e;YDE#9sz%H4mNy%fy zNJUM}z5J~tGB)<9-pKkv+-@5q>_4%8PZiITmD}Py=lVbf6M=l@g>x6Weba2_{_^f% zfszc;>S}3?`wLOIqdEp^7h#8{_x(|oWFMC#s|WXB3}3oWS6$Wb&7hHJ@d5LP-d{- zejOC;jdOxFS(f4RU1feuc^PC8`*;hzrpd>7U0mes+SQxyl;BqEs@=pl`t|EhX?a!0 zhjMe7+#adC&rZMTH*m4o+EzYR1M|@Mr0gpDhmuamCW{h-I5AsJKb1nF+4+m}*^P}i zcMVne3mOH^lYO@ds3ICiY!8Ojo~;4~k*s`$hPf2p^-6 zlJ-6-z#l)lSss+3d_6H@dZLRZ6*vm5H^_vf$qHEoq4#J5GD@qYCk8AgOEyD-o;)op zIYmVVj*11nu|+MB#SxuexYE2XE`TA)iPUpM)Y=6i^eS!=W8J&m7_1COBJJXWQfX_U zH?Zy$7!>rHUd|Yqp0L}`ckEUUdZ+d7mkcB>y-b#H9RAEn81zfOPH^GEp;NVJ?@R+? zs$i^HoUOaNDDnV+pke1P^H|&^Idi`dpLX5r(F_g`mMs}D9{wH=efd>wDbhD#ZA$9g z!0-7YeDeEa2X{s|@q^^!xG(rZf*VOLPiXBaCkSNth*?p*?X?qhe#O#C|jXD z#jA94YCtcYAl6z?z*?{H8P~;?uG4K@I*N>Xo^<4gVkU1=cASSi2Da8VfPxM^&TOm@ zzjDk_?D|a%Z@v+OS*}eZw>U;3`1S(>FK2!l#?{<1_PM!wbERuF87XRkc-gapJ2}) zpR#At4%SN^Civ;Q#X>p;nt1-K#*x$mHcnpuaJwD-No|a`k=$Z)-F5@IqM~9b`2pt7 z@@O=XVeclit}fQN^PvxCBD!6Rj4^Uyly`P7#5%>@zkmK9>O#=EIq~(a<7!|^Lg|a= zqppK;I^Sgn^wtVX=-dyUUZiI5`u+%-rhO8WKCGEZ+&{1b{^u6s79_>;r=<$O0k-xH*xGnsg4n97RKKn5*8^w5l^#Bu+go$$h$N| zR`F>P9{uZ?)3=DJNj~TmwfEie1y=$`hy=_E@@#s+0mb`IWXhn0okVR*&-Hn1cJLXQ znG-iRCmX4OgVU`y!<>-UF<-r`TzMHMLNdgyW_G`N~gY{x@aU60O> zBJpYQD)howo)X6>-x{=vUHuJTepXgijIO81^8>74DHr{Qq(^Fi=h`dXX=ptA+3*O1 zT4OA`IRLuC$pDiB`qQt(FKxwU_mGOpl}!R4&^wUxQ=v9VGeA84wo=DZVpxaE#bx_F zUhD=ZCuiU4%RnFE2tPj*NMwwRt@Fm;W&Qm9>G=2t=FV<~kfyijQ{OMrJ5kNo)(Vcq z$0irX;NjsR^#D|E)Uu=s%`S~d0PJJne)81jauyw%f*YYuBPBQ?=DCBf8TFuaw@y3O zo76Bnwm@b)#~f!gg3@;o^`44#e1MN%rQ*ZDiF)I(mB4O+3A$^MWtaH-!5RYzlKfOb zPbB@O(yo+JN|Ff*Ocs&RX*-{NOF|MsZ-|2A{sqw#+t_G@%&r%yH!KQ;gEc9L)Y$|E ztpqY?#aVPbD&7ze>);(%b$5N6xIR5SZRZ&MWoimY0E3;PCzNVxYPSgW-4-@BLf^V+ zeTJ-S8pY}%`QW3>Yq6^Bn{;%uHIqj`gj7pdgs+xqvH7Py#;s|h^7eLsf(rw1N6rOx#4kWfh2tp@AAMF`7rt8qprMA#3l%H0*{262orI5TjQ*=V( z?CcDsYhl|?Dwbj0tna%r7utQ}BUNkG2NrkS4=pe@Ht&gvXE>-DS)ea-tVfO((0-zk zyR1teVDLI;%CenC14wKvkFrADm)2;YZca?p{kDg#{Fb`ZsYl!4fYp`EdyKK`GKd!|FPA5-GkB#S{&a=F{ zKC;vG0d0l~RfjM^%aHGHc|={5#AHnY)Zp8(4JzsL8Qd zh5H&XyFcWCZ2Y+{IeEOrV)I@`zhzp#C6H`4OW2spbVDfwtj(F@&DzP~R_BbV0S%V@ zzK_Lv_Z~k$0~X?R4L`p)LRFYn$L2hzQ6#9-@TA`8Vw*9#tFQFFEV8axwkWiTIz4R} z9Nf*%MrlG+*l?d@nV$i!mevnC-GRVb|bGTI%?JE19urHJ2C z#e{mXxP6W^@_AbkVDuqMMoEIHui5OoKpbjks4c+aWd?yUNB zFl>FKjEe;$RW;72KSQHr#Pr7oSD9l+xOgu$07)jb1e7Z?sOtNVL0~XCYP^ZPHbM)Z zI?u#)P)BJG*8HD~RX(g;?(Y7^n~s9OHT?1FaMG5Wk(u&_lY5p*GUkVtJ4@PkW9zMw zR-TRGY`}ubhDiHg+&@R2^ClL>$hsVe@^8QNoqxz@Jh9EdE_XK;^REsdr^N>3x`VdJ zqspNHs|weoNF$rv+)!Q}A$eBS^5m~AEx}W7i*EW?43$?@2vqd(=?IcXBU1&E@l-6* z>rGl<;evYwIp=qG0SCt+cw9nYh8ex^F%vPCsrcq5!@k9ao=cXjZ zKM6Q}7r#H8@aS=9=JdRwW4Puli>`M|C7p?oAK%4N&-0J5#12aJ||otbGG)T#ruK=sX1FR_0Z)v6+} z+J`nB$`@if40!eb#1oSBnY%zr19t_9B-OF#9wVXa=`or9a@ToS7n6?&)TS!2Y=^kG zJG+NaEHNT}0Xqjv?$`xiO#9V(d-qZiN%)9x>28lzOvGqFGg-?Hovhv7+oy9QU;3}W z5L;w>^gRK!jBYu$Sd-Hq)MO%_)$;2<(eK}1nK)&znX1X`8?(^*L9#>jVx$C*_lVkW zYaC}lZ~W|5q|+M4ogal9Wz|^>jQMdWR|Bt2NK=iX)h2#XN*0{hxTHX2{m{p_zn24> z?X6<*^X5!tf*{`pc85VR*C{sR_y1e$=A1~MXo~=+UfpG8=kkHPprXEhc60N&-nZoA zj~J~cJpTvz1VD{p?!t>jhIni*{x5ej8db^y94DaJ$)x1u+4=SBfZ`S$e6&h*reZX% zhH||*+!&_bBfTx1>oRk){j>|~1u8m&s3--(4$R(AXUOIb8Fx0nCgppKn8z+YNEDp& ze~WWZL^GqiWBSXLb)n~9t9eZA*B0)UH-LQTIk+clGu;@rx5UOyNh!>kfZkL0dUy8>1)Nz2J3P&0PPsqrMVBvD_LcPOv47N6J>nA1 z@B8mN!-5zr_)x#09$D;s9(quqog?T0s0`G8wz6Y>3LJh4Rp+lQpSocaS#yH|4wOMp znd2vC7Z;PKOnPzPs*;#YM<7M1B_7*#pgWLB5AMcfod;LlO9PA)aW|j`faamAe&zfY z5g8X32!KBGTYT}c`_|)8F=68M6fJRP^(1buq}W*hZJpv)n9BPO#6|nU)W_kf`c=&> zEt&kXjQNAWzv*~aVWmdUMx^?PnpYmJ^fT;l4pCB8*(j7R^%N1)J&G>9BQc6Y?YA#L zsbamFSoNh+oeSf94S_&$cIIZx)n%8<2)@JkrsV@)T124V;dhaNPe2`Xx|3Z`1Tb@h zQd{>g;Y)BoI|_*&^c(&+u7?KYvfTO`+5ddGhMZxqWD_4Bk0ga@n|PirJx!QjNIoB( z=s*W>3J~qtN6iX0q^ef(nLo8ZtKTwoNCivYdA;5UIfsFjwfEBhqbxcu{joXsd!IT& zm?_0RTmhewz0{fHpcM%O&HLr%IFQyzRwqe&62KivU@Ao&z>^xzp+mLUA2iSWod$h# zD$yb!`+Z4c@R0RL%=)%R#;!8(MJL^{b`A~-eJK*=9zj7tE0^|Cg^#Lmi}dt=sAdKC zUhJvAJDKn8bT=v#^j8ZQELr;EcB+7Q)!YUYNyc)k{niIphn%pngsoi?CDA5}SXU4R z{@p2-8)9O0kG0j_bG-pp`Ttrs3skhufdJP>tnu8`+WLBYomhQC10=;z$D~keq?p2T z+pwh+BuNmku5uVy8CMpA0;b_7LqHfcC93{K>w!f0Q#7uJ;PqG=f$D2#Hap?=1l35J?#|uD!FWjws%5XBtSc=l*5i&%GA@g>Na~?^jJ#QP9aTx|^{DIc8&w<^ zv$lK{>qq&*>x+0L?DkX4!0VwJGN zF~-vOrGZ30y;W64F!ccko|lc>Re2r1cKV? z#yOEU7T78RfU!k3)K>RO`ZhFp1x@BMQiNQR*))>CbaPHf_{K(w5_hK zMGmPl_kb%vw%5h1TW!fx>%48AjnSpo`uh1zw-O>=pR=*g?<;LklYB<8uCU(=N@1tu z;wtwe{H(W*DoaA~-`Vs&Qqz}Mn9|1kS8eB1x?ldV*ObW%l~Gao%u4sW9=@}WL+x@8 zy|vY#nl$4TGM$6UXb=kT=r55EYm~_89bFXD>cp;2RPhz9I*C$=c#@qSqRsv^^dVUl zg%8Kh(XplNdef}`4FhR_g4e~pSLbf&mb(ie((XnxL4l(Q;x*qU1b5T(@rvWE3GKk} zaE0v@TKbh=SAdOOCYSv7=HPfo*0T<%SC31t0;XshX7P4)DVnzU0gF=i%>)_K{#7T8 zaZ0UUJjKN?Ec@r6)hw_(jv!M(28b`@LG=>3C(}G&QhlRS&=%0(@rXy}6Iwutxs1of zRqQc7wu+{6+^I!&e5GV0bJ>=GhbQE5+s?5Eo};xXRoAxv^meCBMjVJOg>cRvxiHKKu z%Vp8?7K9Lx%S|uSeR~^lW=jcLc+5sM3YedGpDY4xDll=Jh7r^m-JvdBq)FoXJri2? zo%b#Ir~0sg!7aD+SCSj%^IX6Xt`jyr42?JE5Ib;}KyH3tSYX7a5giOB(0o?@uI7vJ znp~Dj;&Z)w`iC4Syh7{>@>*qP@@&R|>fHK70yak3mLD_N^?eore8WF-^zZVL^;;C& zK8QTyPuMtgvu`JL8GC-~B(_{Y1utIkR$Ek! z?fpLRFLzvR;&Yoys35hbe}`fF*^Ov(!Ua0{U)wo){JDW-CP}|1;(^+@HdJ7``4$KD z$CI^*5?T;vOF;!ek~8qkX#;iJ;s;*WO*hScmXFq$D!z+oa6Vu|HhncazmAi1Bn8S# znVXlMEkEMV{%c5K~{Y>WyEcCG3f>ZL&uG1W_=zRw&#^z9!TuCa#4eZ=rcH` z{wi8gL`8C+{3$o$>Ye_G-fo%h!AIuz1XC(*78-7gpevZQ{`D6S+!tYlY9v;<++s&p zM+6r8%8*cAk5vv6t{4|?VeJ;yznjg=lmtdyB+t#3dp5o{Ha;!`pwZTr3oaFZM_0AZ zw}HJHCb{A#4Z*NPIIgI|YKr3Cd#`KpDmsPMhR2(*)r=VN>f#zY2n*djt}7ZFla1Hh z8)(ETZMpc<_eWBFOnQr_00D4Ym3%-c1`NCS(T}!^{(N9n~JNe zaHZ{3u+PN>I86k*KJq!};xD`9x; z%QmF6GLWk_I~Wul7#hl*EMz+F6!?jKM6dBrzWfH=kxcMpI6h*7n(Eim(%WOj-@4qk zG?L_eXkhZ=+&z)ga+uzpBoD_8Clhn$hamj@5Xl?De1f=x#Si%6Js~+--eaT9_Ol~> z^#iD#FIEfinrs)-0=sEsJ+Bga9QvR8*+$XKNgg`F$SK6oYuK-Q1>@h5jM+*c>P~1YEq8H zT`-PvyZjhIyt+Xl*jn_<2+<6)=D1DA`ENg|#O7=x!}Y$H6hXYwV3C`NI3-=BQdd_; zsk9D&=Gr;fv8n*&ApnWpV44up+s)9T{auGvPJZ^Q?F~ElYtYHkH)m}R8#SmTT``~w zyN55`X}^;|C6Si|XbNzG0Em!ra^f#GYzof|h%ovVzWGtVs<_P!j1o*fJeaWRkxxG& zJiHysp(}`z#zTr1Gqqtb8!MjL@wks}paX(0DQ5O|(<$f7$zvKC8q3Mgm}?`pub=^m zAQVFl=UU0mHQirni8YWKvn>wJvB`p$AM~)nlCpKL?0l=6l_&Y-FSR zlUZ~kZO!=HUYQaM`Q6U4QhP_=g$6bJhRLfL?KpIHFa4XRaUZP-o5{<`9Q6uh6-^n9 zt!-uBfT}AXR`Oat_CL@|pP%)AiqaBwwOw&W-SP9p4o939C(Bkr?K%G+g7-V{ZwAxt ztcsi*Eg+7KgR}mi{l{4jQ z73nSP8CZ_u=faLM2>%TpM}1j$i9$@h#T|%eXJ=Q&8z|w!_XAD^*(@?zZ_fbHJCHVl z#$T7dJ<7I`b=M1TVRPgQ3TmYsT%yJ#k?T!{^??!Y-hl(l-aPj{ zPt`c0Pf4x30Y8VZh=}pvN5x! z)yDP+uP!nvCN%p}-#p(SE4at|jLeKi;%(ta^kH28k1E~b_TBsTI*+M-3fW#0v^_mS zP*SG7dOs{vLz^U2%=-CL&`06pP*o(mEawJueZV5M4^pi4#5I_Z=<&!Mubgf3rjm=r%OLoQs zN|Q~Ez;4FZ<>mI?nvx_FsJEhR>Rev8)R)|}yRC;R)n9J%54Q&f7pYCvlJQt&wYdY{ zs!+xO!u})6t(Y1bsledws-8#oi!TaX7Q1IqX$l5bOAk*4gpa;)>6Tjle$X@5Z^oQE zc|A@n=ElQ^LIWKz#K4W_LAkkV=($r;Tdf9TD~#H(`?Jrw^3r`{vXa`cH}&C)gv<6g zYK5{tFni`*SyT`TK(a+g+E%@42$cb##V;B6BuNxB>jbOcD;deW2SYfkU3m(K1KB>J zan-+ia>s+`*L(!QDfh6=_C|a;nYhtSkcJVU_pr+=Wy?=4;V4b}+=y57VLLO*P;P(L zrn#bsBisJE1-8Inee~|+;o7x!l$dJSn;QW*Z%d7RHG`wr#4ak;{(fk;n2=<56d&Tz)0_1%N(^nCI4EhAQOO=k;*wQru0f2cIk1%F@%6&0aJ4#LLcZJp` zv=d_wCYGO{F#kDN^;Olc6xUwYV55#IPQG7Mu$YLS5<9TA*u1vbyXh`R5>#q{pvqBw z)AIRlr#ms;d5@8qMBts_Xl7{zG!*T8X$^U-`wa*T%0a%$FAQw*|0Sz;LrRQMkDnjx zzJIVt{GTy3iK2U>1LE_o7g?ex%eayc~}`fu?`HAEg1>Ae(Ja}Dj3 znU?=!ShFl!Q(L>_rUKP0R{h(O5-#K+fX7L`*24AB9!BUj!)6OCaY5)~g}M~HXE}bc zO+M1^wq)gEZb0q=J@{+0_c_uQQQiQ|T-s&FdFekdJlZUQP>NNJwa7vVl?-4Z9VH>z+f%h5pE> zTqNe4rqDwHA_#C&yZ@}91faiyFjAAB1OhZPlF@@FoQJ3X*mzluO6t(@^+H?c$T!eM3pfX^=84hYQJit>I2B7>v?ELW9P8jEVK3-a; zG$aG1r;xTP4wbm@%)AWA39}u*F*|l)G6d|4FPGWIY}Uezbu_r&b-svr73o3ey1#P& zT`$o>erY!^S;|_9oK~5Ln3yTp{VdP_tdn~5_xG<%mFLRqi-VB-i4*B^EW9l)P89$v zjKG-ayftdPX@~rQ3!m#(fmZg#Mitn|<4*AHFJMwhy(CNxr^SP@ow>EeAahDmOW`8G zOlvUwGOQh8l2=vx|6U@t&W`ibOxccb#4Cu$imB5L9OEswpvGOzXp0l@Lfdzj zKpKu*SAU9^|GcE&nXhPebP&8DyYW(N8 z`Qn-zy1ZO$g6{41VC|UU{<`H?nuKM80z12HY;2HiT~G!r zib=hOR~BsXZAn#0NlE&Nl$6S`3H`Xs%Fbk}OVg8c>Kv5>Ke!Qqof2IOywIVT_XVpo zxI`d~Jb55i&!n1Q)bsWL_&BSSk?!x`Q4rq^tDz-RRc6^`TE0aA=YEBiz+~gg>-P5c zh)|A=oZf_I_TFkTY+Qyt=M;G89ly4w>X7b)_nZb-eSAcysFU$&FEQQ`ybA=LJM|%F z%h18hn96`fkDQhk@dXUbJ3AZTNfP(I3LN|$nB$SAQ(yccX@_2S?z?>7blBVBp zUtVQ|&jL{hJtu5@aVqfdY~(Ph2FM3L_>Z?oNYToIt(fiI@)HmRvcJ7I-m5IKJXtFM zIFE51r_HwMA{d(8=^=x0@!JIY-y>xJmZQ3+X3;GfsLlb;Y@vzzps70^1o-%`klF}P z1Mrx>$;s4c*c5>+QZ)W5Oy$)IYBJr!KYp0>wzOPBkD&RoQf8{r;QkV%_{YbaS0RXn zgO}$Qv{6_NR2IokG=e%|?9ykTk}7gdz-suFL5U*h4A+~^-@>gft*G$#_04QMC%vtQ zL2F2hK=yP%ZQ-kz?Ow~pNucctHZVT(p0B_;a2!JU$_>XsC8e{klMK0h|Evrk&PVJx z2}jbO13w{^;@dWvj!B)t`~W1BmXX<-?IOYvmyr0q%U<#;v(XEF(1YCChfo_KKUFEt z3*2nYAmIv%pKRJYCNO`*b3tja@X^4=G3W;06C|%8xQ&0_i0m>G_SvF3L`989^B02I zc(#?#qb;`gCILj2d9CZ5?Hx(E?jG|ze)0sVQ}NjK-2{K3YR6Qy_cgI9TXcle<}?n6 zq1VuyUez04q=6D4y)8+b{%CJW{ov(INNo&I>C`@M1fXOaHbS(%lYXM!TGN%kEbSY9!1Nt5H5LyC5Jt+xy#k zW|g@^Ry;2@bidzwgd7(PoGCp#R2bN4GI)Qj%(lRQ1HZ(?M0uHKklf=$yhI@Y!7T?H zReES>>-G(5ogLn1m<1!nUqU!8sBt+7 zgG+s8Bw^fa#Hq(cFb-#xuON?!8ZBInt6+e5BL(d^V0;YX9 z6X5pRAwS#i?-1CGl~F_4i;4hi1itc9MgS|J*KctCI?ju>b9NSdaxZtl_-AWSHCXl& znvUtAaZz)jcvb$0P@eRGgMCCkxFKsmtQhauOk)X?fN55 z*h3Xy=+hJkGD4hzifE~i)RNbEMcd!HvsaQDy+JL&?Kj#|CiIB;y3`MzdpJ-Srw50%O_nUhJ+VE=*G3*5{9c*O$>px65KLyi|McbV zF{ZfN86^3&gJGTUw}C5TFgF_SUgJr72E_pIVOvQe5EuPp=^5zh^XrinJ6p@e**qQ? zc$@zp#@;e6t96SWeL+Ex?iK;*1{IK!E)_u#kOmPIDUp)yE5@j2?pC@R z?p*Bizwzy!5B|>H>gIjddScEo#vB9KL=x8f-f$fGN;CXBIy9cif>8C#9GyElg8Xk+ zC=U*f?y?a>pPU9eOZ$fvH)^Wh=Zdh)Lg=sv$g)s~ked%k1#p?Z+GXfU1gON)!GP{i zncWriQ4Dkx@O5%9$&g1|C?X>9DuVA0^^TJsspd4@U;(aM(hOfb<6SeLdTLa$2`04u$tkh;ny-H17vux} z^1}TWsBXLVUUPWDX~TcE-NW5Y7SfEMjPOi$-u`%TMub|KD8&KJ02bSZ`(iiw;>gGd za^u3+Q7!<1C4#u1_`oy@WLicG5aay!&C<@AC_oXq{1T?{(}QP^N-dne>br0mmf-@( z4|d)}j|=o4O(nsG-b!-|z&~&we=;;Yth17L>W=rUC;r6%c?4Y4%J}9m=k?y$y84g> z_&Q*;Hq}7TDPf0+K3eJ%7It`ymLldJ3I*7_GoGWPx+gVvWi(O9ipMdKkBEzq&7sKg5oZK=4#1ZMH84vPmn#`ZT zvDOKnXPbhj>G#iQqHGP5xx(p(~T384$D%Yvw&B%kemD9x)~)dLJKW;7)~%c}ZQu zM5GPHKN{G^|TV%N}>a_3fV&t z81}ssjzMT$ZWX%sw}|yPIymsV<$@^6xO@%PvX3ld{ZzWl=9903QvfMladE+=6T3W^ zZ@_(>S_;j@^Tu&RIozQAPoShlrMdfHZV+tn?rhuJ*tE^s+4$eRj=ZUQqq|RDK1m;B zfI0>iUAA$i{7|Vm0WwYb^1ZXlhG5QvSx}u7{X72CbJHRg*4NcmWLt<3LJbAqr@`kF zTdrOWI*een!i=gHpfpoo3l{5uJGZ=a3Fk-mH)a(ga&mv9ziD052ivHW;hIm8A~<)F z^XpDQeSq@(m;dL!#s9ZIdLDZI9%yO++#sy24&E}i>v!#|EYO<#97Yv%p-H`S)wEreWJzgQ9k*(uD&2P%Mia4}Y1to~Y4> zlsQ46q~VJ6`tN06{`wLsE9)bCHPXXs7)VBWCMPF1Pt5wZK4c3mj@YVN`0yxa6OK)> z{k^pbpMwJ@6k-=~fBFCEXL9a&p6<*>0PV;JcQ~K<+8|hHP=oo<%MnD>rfM&aJRim{ zlwx9Hg`CfM{|y#c7g4xwv%K{<6#LgtM|gqNCLN)wjhAzy2|S!9y%fw$1?pI^jT! z?FBT{gnJIjliG=q5{jXkFnaiB} zSyqNiX%HKqA4j{_iGwzQ|3JoZq4NIuC`atiuDsh8wgjCZCZN1d`>W-BP@D!O$ewI< z=q#1oDS0`5m4a7KR^5TQ-vgrz2Z|t%)+%d9X^7{2So%bB>}rkK+eO3VJNA4`5s%;e z|87S9kU_XoG|K~D`An~z99D_cjmqKO1>Prt59lTv;4MS=Javs>`QGOm$WlfY20!2( zMx)UEi?|9SykXh?b&jh)ToCA@49116FS>sY{KpsPI&jloiTC`Wrk$NSy984$SKzsT z@g$|L<13-k8qP0{6D|~X3tfHy9>WD*1bRKhb{GVxm+6Kg1`2A?rX~lR&i@punXU}& zUV;$;o843oo4p+>5E;NEWB`y$Q*A}54>O1w6vDsK63cV(Z`RA)v03g_YlROAM zTk-nvDkw|50k%!x$by8@mq(_M!FyQfXv0^P0$-cuehMy1*naB8X5)v6pUf9LBTf9TFL_;JU;ZMD>7JQYq?KzW4H z6@BGYV($Xg0G0ZMfP}KQK(fZLYT(rZCmb?lbh;B4rw#m~<_85lzjZx2!r_|mLY3VZ zfLjl<)1V86-#tVQ>;L^vlM>oEaKLD#7`D^0>i|ovAys)~4gGf*xLznsQj|bkCXYvt zR{F&90$YMl#1%?;i@3Pv1ZhoP=>zW7o~4A$LR{2`9H|Ik5P0|IY#NRT-1V!MzWgssFVZ`Y5Yhr-= zpEV;uS33cM9DRBio$~+#1*1Lbx^ejxWVEkFMBP`+lf-P%VSK#f$@G8UYyPWaYQ)ss zif>S=8$JwFKM|tD1;SAR>cg#95eo1l7lyXN0l?^-n7D?9hDN>&$2dlqys6*C z^{+$R06O5}AwOUO8|hej7rz)G>)j4H@%tWqR?oir%w1&E#0|LFgVPx~&WlF@JO5@u z$t!S`Iq`)1QG11M%mYPo)_+mPogvjHk$9=&qzeHUPw?pq!tf28oNyZFk&<2faJ6aZ zh(dv=NCQlg+(q)5c(7Wd!p1r^d|t5&aJJ`Z_gDeU6q=Ng6A^i7az1{-ez6T1GcsOm zG~gUax;WAeXdJhoo#13jVPrRtkp zewFe1c*D>-f!XUJOd2lAvDD?Q?_xclk2}q+ME9N77QL65DIW{X={Uk%4R~%zzkT~1 z$&V(KZs)mhm}Dn{#Az;_vY4FlpMQnXFQGprBtrauz|aJ%004KJN>{2DmKL$)6iFBV z&9X8@<$EzwPvH+J4*zGs%6$9TigtXdkZDPg-LQ7$E0I5RtpEM}7-#TZtCQ2xf@U(( z9Bj4L`JVlL-qh0apJ7VYN;+aO9!dO2L&JA=Z}p+3rdf%{!3J74tLjg-3x68;7(^hX zzIJA3E7kEh&uIVyV(n}*Td&`_^W?v{T{9fS8HTJIELMB-9+@8;9<<*f4SF|VpOBDX z0-iWxtH=9ma}Y{QG7u0L~5ZQB0egvkG8$49_$M4>5_+U}IrnS^8Zm2%iI;lg2_P zfQkQIb$64mY?7o4c{J-iSy1q!JhQWWyTZf41t`=qRopEYiu|D66Ed>h@n5rpj@S&c zDJ2%;n0U*78q+UbF{8T*|8-q(TNifUx_pGU)Kd(qJA6}xu$IKZ0>pXPmyprrzaI|C zzrx4s&ecw*SA8%EV(o>AnSL%;y9^R6(+y06jqP2pJ_YV4Wp%zv(N1NKW7Qb^lJ0@G z{DT9Jto~xd7p)Cee_NQL#~Q`;VmDLlHqDCOZO93|@%9=xC@saje_wPyC521R?`^IR z$*wG+Gy$z=Xa70*L~$dFj^l=0bMWS5Dm=~2U(BB@Uv)lLxqrX;V;D^~wSu#}Tb!bd z9J{!-T7I-5`7V<*7JDj~d6umWg)2Q`+0N}y?5PWV;oxL*?q1aDe7q2LqXAjZPo#$=Bu{tQGq>~JPD$aEZp&1EtE!EJGck}w((390F9&ji_UP^yb!zK^8O8mj?WgAE zjrHz$V7a|z);l=Z3gH4a!+*#Oy=zejui&>P?viHcF(G_aSxKqh&*NO?q0w~-_X89g z8{(1;u?dlNYP8<@+kk0nSB<35#KCHHK0gkO+FfL0slx$F;cGDU- zecWpwTQZ5>u&=+R<^H$6&eQYt>4@Ui9TE~^+u84|;7esYHzWz($P~+)O2cYu6TFZO zNW{*@W)$Xgi9;(t6lf~J0Z_o0wA>V38Lv%UceF#nl5fRkWu+B!)ux_C9Jh!SE>`}m z^C~r{RlwY}b-VfemmEcIY5A4JE`P9pf;UkkFFRFKEBWtFfz}G%j(3cixSC4<>AOe$4um?(GGJg<)*C%*jK7l{BQtLIpZK zy@ubqI+_l8m*4groSd`p=!9wU0n_oj^;K&-W(nKr{F+r9@9ggn{fKur>N*==po{on zer1*2dH$C#S2<~xCxsUC@@$*C!irXpO7WL^i9zp zH7aNAyyEe3aa#EbAxc|!wpF;$(}+Xn_2isuVc*N$_L!E20C8iWkwW*9l4!Z&g$NS+ zY57g&6jM&SlN?$WBT}=-Sdgt`i)^Jx$&8GQLgVo};G)?Xe~ScE&7R-B2{be|AQ_q< z#+1pLEsD{8sID#z#%!SO@rUd~st>W=qebzbF7k!&Rs68iM%i&1eV z(<~*VI<(@7ib4f`ycaL(ApypyKJoPY8@rW0;QCkBGe|JoGBopj@cvq0NCw1f-31eV zKqQ7L+{Go_jshW~#kj5x4NSItQX_c7Pqzu+Wft0;p&yLx`n-EboNJle*PTlT5hkb{ z(^fQ8t7?jGLIMY>uC6!IB^&^+DF}BxINW9}=e~WL9O~M|N_q9SGb>f|d6VdbpVx^$ z2EVqezBmB>DZnzT>4NY6=CDEIke>e83z9#OWKYz?aszQN2g{Xh)p-0^9-bU> z_rTz{$#5{)n7zEb{L%|!FA+iW26zzpJaK%+GdFHNA3{OP7*)@``KND;mQ__$Mss%` z&j$Q`@0Aw&6a`^F8@b;aH)SN8Duz)-)$bR~dHzugHnYRZ1cn6-&DwV;o26wQT>?W- z`MGjyI9<@VxVRq{Kj!|OtBE7&ellfcVKqVYkD6Mnb#P#yWn_1`&}dCezN*77gp$wZ zI#|kcX(Y)C&#YC=f4+E1?`l7ZeR|sA^KMJ-$$DHvin!a=I2?-2zx@hXIp%duO_VYL zI@l|w0E2DpY}ApQw;mkra?Y5Ts>$infJ<5P&Ids?AP~G3iFc``Wn^sEI;pCUCOKi) zSsHdZU8ktYueqPSLVRqSw@9P|xx(m#@DZEBnm6o2m9MNs!GSt9EOA4SC;WJP7!2J3 zy+gT2Y*>%vez<4C0xzH`2(hHwQjmX(iMq}yh{G>wVx;|JCzBkuI0}gZz@gw>&?(5x z#XT;?ukct$lCaLi9r2;0Mn}PL2)P=96_{~q*;uzz{Ql}_9q;(hmoJqw%h zQJj}AUoz51Z?LY_=tdoLABMF1D3^(`u^VRXx*vx4z`6KZL4P6SWDhUmnnVK}*M;`S zx8-M&8mH4D{FrMz&he-A12r(%u5)l)mGbhc0OR>^+T$zmKxah~KMhX(o%RA(V+KK{ zOAwz0&npma=+ScPY3Hs>IX$T|kT|7cGmc!9G68r#u^-7HnA`^varg)5M30bUhHqwo zoN|?)_BH)B055f8(Ti63dXxt)&mrX;2iD}c$HQd<|tYgn-g7MLg$f=qMkmXT7HzYn{G;DWz@ zYq*}D(LpW6w)bS)dV(U!{9_tar)dfKJP^=|csZ>o2v+7qby`ujJuw##P_HLd`g(d~HG2b@bGYbO+hPu|I`@yHVROfx`1I|5eR+W);syvXO6%N3K%b*@g>Phh% zk6|DC<#4z~|E+z0s~HE{Gbt4nl>~hzW(HHE zoDMdoeH5866gQj39XVguGJC5z_tt*uWMmJ&F~JK2!&eGz5EzdR!c79X8qFb#Jw(LB z4URN$7{Y-GhQy?h*WJ{UYCAUPey@|DrL4i=5~|u|n;g}f_2Q9h*wnd5VOGMI&Is+MII29EJ4HZQYqr)V;>E1C)^W*J)tO?Sb1s+^nu9rXQd?iP2IQT)( z$yChG`{5-Vo@H;Ea)Z`TBL#sI!Z+X=BU%-rg*M3i!Hn z6i64CMTvM<-*R-!GJhI#p!8%?R071%vRw(coCoy3FL@)dt>^pQ$#=?3^5IRI<(!BK zdC=?w?QgHxdul)_18LQ0s2zH~yBxPF?Z2FHFGj{kqPiHZO2}{84cvpxEDr@k`TrWf zrbC?bK9Y9gha)w*DM#E7w`x?J@QTY2sM6-3S88l)Yav#92X6Mh+17`j)tRk=lQ$9gcNPnT-+?|rD%TEhNl zb76Ox*zgi+P4Nc=EZZ!Ka0X*`am!;xnFe782|MoLK1de+DHuR3`GJb6Vty45+6i`9 z1!y-FF_8x|7jeQmu{`j#)e?5BEvyq%Z>~-;F{?PZNAuaw+@L*MWP@tH$I`L(HJNVt zD|iTiuR*-&biT!8`lVdUS2oREc&!nqKL6zZ7>hb^Ii3y%Vh!C-_J^BM%FvL0`F1X^ z+N+E&2IDY#!D*$%=fSW}i+@rW6H_?cN5qtySO2WIat$$@&A2)=MK?fQ>Yk4H~7 zvn8w#rt%@PYIe9k=YX0B4JPn%wM)M>wU!l@)R~^QQVtbJJ}G&Ho&4nv7A}@-XT;<- zDZ+1B4BXjRDSsO#4rLg;3Jc+(g8Jcpb0kR1_57Nj*13xxoZK3p)iJ8}*4P~wwQXMv zePT$sWgYGbw&s@$Nx7{XxvphkE>F@sz z_s1AqFWjo9{Aotw1VDx9B;kh<@}EBZsh(&Eu0u05>Vk%-Hu^}AW(2t zCH^-ir!O=9c6Vdu5NGWWn;}a~xkpg}MoiVl+pzj3Gl>pYX(nntA|iPWBccD9tAQB< zDGiMn#cV(ld?Ua4IOj1MCnaza3t6$@5`!^X^meegVO(e>`1JX+F{Gt$R5)Mq|Kl9Z4t~Ejl`Fwur{dHxy}Uf@Q$Td0 zFkh)x(YF5s&M$Nn1X|4wv+^?#)qA|tXlQ9%r{?0~LPLQ!zF&D<+{0Gr>6{S(@0-6P zWXK0R@xwuko}I>P{LX*4U0N(Q=Y!_(%}t>zAw6w9km8bLE5Uu52G5R=Kb=S!vf3B_ zRF%7q=D_9+ie_axI(C$mmzP#jLeMi4&amHK>@A!os=W#e`DEqf8+v;QKidD}V<}z; zXf`oE>ZC&GV5sJhph8MY>V~GKtTs0ceRJF8t?_Dmm8tKr@2AQlcxzk_z2oEQd;9y5 z7Z4)Og8KCJYoqPx8p# zfK$&G(6Dq!BS*RS=m;zY_H67KPH(wap_y`fH zn>(w=3f+LfUNXSV3q8ppy}b`{R|W~hxw#_WC3#mlo<=4{hji=TX*`dTR6h@W%JCPt zxoYgbM>Vsvtr6NaPuU$-hk`Ki{>eOggtNIRNknwbtD-_!%2q{^!7nRad2=@^1r?jo2TamF#xf`W$z%^js|hz4&1=H z>~V&R(l9CVCR#jZ2B;JEEvom2f}`G>AHKJ~KAs&PbsV$&{rflH%g*Oqx<%fLKLmiC zxxvh8oS4bP*uZ3S6eEbL%XM>kHS&$h@pP>L9$EQK1Eqrcwl*v+adDfaIyAkLb#z$s zl&1zdI#f_L&xHp9rVg6*Bu{iTc0~t+7MmB#E! z9y7C~qjP#YK3AjlW_Radt$|yOox@x)ohW&uLTDYJ1R(IPZ~E;k%I^v^rm>LeckO&B z_>3X3T=f~uDund(5k09A@NY2u{c9C+zkK=>=z0o3hyg(DO?(!dIssA$){BK)zOvm; z6^4!P>FsYc0R&e0|Fpj$>x!2dQ->-mwZA_nf)GE< zs=p5Lx6JVYRW+j{XJ>%#A_gnD{fUw~geu*9F`|)W7qdVO?++8OY}tv33*??qeUGjE z4hoRd9waeulY})5(gaLI3_#&mW<83Dayna~!h|IVTG{K|-1oU!CHmRz|5F- z#N)0!5s~e_F2Wa*O1Pc)c82284wchiI@)Ol#dx!WE38s@F~~2BIv0x-`$^GDvH{B> zPjDd#oOe2QSO@>1x^A=C(CrsHMTJPgHDx1gA`)@)FAXJvw~DPkc+g6;arOh3k#T0N z95x_~m|V}~2BCFyi)!7@=SQ2T$Bsow0g>JyA-3JD#Q{Vs+MdlfM&vBwWb>cLd9*#{ z|2~7rMHFTf$?)*-#^&a96%PPc9q_iCMvKORCg*=r>gxXA97U-s#%nt}GvI6}phN_U zY_X~vkR-qo>XleokIGq0N=>1n(fL6Q{^s?|S_O!UzM1^v$K)$o`AuMbS@>qt7{0I8>i#CTYHWG$q3>}$Ykkn`gf)o z^uB~0o7hq20R-2ipFX_-Na#gDLopZ@|_@ zwpdkIb!@%hty|4W&UVfapE(`^o1IElw&^p}|299~Vu(7f`#;d6s~LSrRUNF7WJW&x z>h^$WuIb5SoX2dnqbkmK+Xoya@RyR_yf!Jx2C>w3OBm&CP|5FaWrto+OYjNWE+IgF zAg#b{{ub=TM@TdZVDCR26Hf%3Ou=4%QFTiV)4HYe|HY*|&W%iLq9nQp59{&mfeMJI zf_qd-E$V!bP|{EmF*SgmP3FOa@R-aSThP{H4(sT+4kG$(Ab{{Ie?{3=FKR^(Y<2eE;p6@?Dw`eCs-rPxD> z_Nk)(YE~}tkiIiWKn4ktlDry`Z9f9}*)LBmtnn1$8a$K7#9tYWKyy1%rxIf%2GfzT ziutfx`1k;M%vE(kh#bFbJlXqtCb9>qHEy8b7UgqMEWD9rg&4mAL)P{@B zMYfxa%ZK%oUX0lLdW*hq7%UG`I{ViuoN-LtPa>scWz}W5eJJSYxaYBgssYMv$YPJS zZSA3ervAVRR*Rxsc0oaezRTW}WL(H|C_N`FKjB{c-}afrYb+J*n#9k%a0GO{5vc#Kj6N zS|8*-DI!L6R9F@?p){r;9~}CNUN$SkB0^$-qL|ZmI2pdh#zzK1L)`EB*|pa~1}o|! zQ6cj6N3odtM_O6|vt@Z=^G?-2s%<((b>XcjWe7OQzPpo<*toqA#@I21fq`j~)n&us zqrgErklN>3ejd6&qJh~1)d?IxS$(d)ija-Y@_^RSd$%`zsW+dFyvxwjBb?UjYY5JX z>*)s6vj`v{;kZ@@h^cP5unDAaJRki=hM<61O|m+M=nQ&}rzgF6Dily~g{0_LO~dJ? z6QJ?z;`6dzkOHqi!RK8DRtIq9l)YUGI%w~>d;$Y+K7_@>u7MdrSdY9OvkpibnsNo+ z?9Ja`%kXfg{XIHBK71!6MMY@{*2V)qdiDkQwl#djqlrR_E~DaMDAC&V^Ou%NVS|zU z_g-1n%{CtA6$Rwy^JH=Z;Rg|B(eOg4;U`4hP-~ykA)u3o72+ptwt*G(12nUtB~;~BvQyjJxasmGP~lfh9{3z}Y@O<;wZF zx!y&riy!{qqQbadV75_GT3Y0AdM9O1g+hO0XtK7=P0l$uI_7>xOg#-;7|4nu`iN@) zT??`w@ZlF(2ZI`?AY&g)rm0gGdC`#OhRAdo+o@g#vGYk4vA0{7uL^&V?3swY{r5C$WYMH3p`|8QKc zb}>A8;1RQreA=4c^9N8x)VG;ZRsVmkLn9kWb%@+cnFJ#!p+T%R`?B; z`~LcLd^E|u`}fW0-f91E-9%rX{K4BN^I`rJ7FP`K#X`QSoYFq^e_z(DNlBEJ3HI+3Gt*mw%+ZL?IIjL ztm5XXsb1@J^a#vYZLO?)6`J`bn0djLmA~;~^`(ofuL9qQ16*X-(Jbw3j2AcZ*+q^I zSv;JlG^Q3ffDDQi)IM*6t?rp`D*4XhNGo~KVSQb zlBxDqhkYj8K1Xc9fgBHPkna_OYiTl~g7;{J@U_PCNfX;}&rYa-OjDrPet@JeL++uB znQnU!tUT(QbCL-W?NjfO>jI9&t8bo<;;T^b`kynMGuFBk4Zk{&+-m*R9MV@Qqo4=o z9_3c!S(N=0^K7|IA;1BfQ>c|9U$X#`-R;9PKKAtUuEYdISVBX9-J1-A=?K5AjoFFjThB2k|kOzQl_P zr~m}hrCV0lcuYV!st!(ekSPesiv}3jOi`_|N!dIpB zWiC1Nuku-R)3QO@posL(gOk64ul(_5C&mVa`0mcOgjFj2aRo#~?%_j1##*;aC@7#B zc7tgWZd!7zM$Z50XH^Au_3dR3a=o+S7sb!CYi(sJ-6mPVARBzjfx1CQX?)SZenvOa z*wY$Uq`%m$9~l|%2~P#(t}5WRv_u3ldewjYBtK0T7iPwW?S{(DBkI&TA+3(`%0XGJQ~Pl zbbRkCKZiZ$x_)32hxe6cX3gh{`f1I(4^dvNXAzrF;X!psLiP9Wr;oaLM@L6MNSg-L z2qG-bUyL(rHa+#*07MX68*3d5EI7DEhM_Mm{`;#I!H?q|FaMAJb+Zd|a|pxUAl*nv zPJIDG%zIKwtX=l_+UzlOMxQ^kUo%ue7toX`E}d@6 zDJaas&&^=WL|UAcTrPkj>e@bGLh6dwZOakzL+i^YYug~%!U9gduTK(&+%GemF)#i5 zm+^RYWT~&%yeL&yL_`F11+zSa5g2Ct=}1YqEu94_fb;Dyi?ere?EQ6Yl)gCLSRlcFrz zbk~teH_>pqQ-!5fGE&kh*S%Mjhpu1QYTQnPQ^vmwjtu1MB6YFS{0YQp2p2liTRFSn zoJSR-e58_-S6B2^K z4!m0XW^6A57q#zt+4e%G*I-!U*nFI|feaiH029FG_uKv%J$6O;D)bqCKN_FxEDb;U zRDo2?AVRT?woq>h5~A=7Qdn1#SVQM;{-W z1Vvu;omhoKl(PLTRW+5MIr&@VcL*z(QhD!NF~&I?`M|@k#=!QvY|@IBTJftO4J3Sf3~BszAf0cs>|Q3ZRFV+i`D!mbKGcC(;l1 z&^_bnB@4}FS&*hERg%n2P%`x+rX5d1Ny$wx&@=tLF)i$J6k50S8R!8-6yiWyF`W_} z?c=w-U38&QUYT&cR_4=HsK7t%MZ~oUj92@&JC5XqT~w zh#-&1cemHr>Ga=wxI=Og`AQDQ`BO_{*e=-;-tXHU!+kpi_w#_TFxE-=IU%WUACtTZ zwDAWzX(a^H*?>mfk`9-LuCXcjJts3QQIu~(cFbs*1&+PFeNaktaz{(`upN9f_m)Ni zQ0?(qOkT@u32mAC{0ND)gu~-Q(K@`r(2}D1ZS$UBan=1X3}G3W`@tACDbJPshPOMi@sk^Sq4C*%Lj%X zVs8&3M?Yp|`F^)wZYccDFu5KDLA&0qr540N>!1h=r4jVkHK@K0{Q{`=sevq#>xkv1 zvRitx_ib*t#^!I!NJ|Se6`U>MGy#V=6p(Hjgp?SjiBJV1Z~NX2w15c8dTn=5d_o4S z-^BUb^vk~k)iRyjIl;ETw7n^4WA8}xtt#Mdr$_s(!J1#EDlBPWBKC6e-YV7cAyh>0 zaO%3b4GA=eqz^90o=8TWoo~M7JqTuf*T`fZY3l`SKn*-}-R7F#F9^{@@En_eP1v0& z{3M`q=G^;x-muN}J|^gM&_gqYSMs5E!Plkv^#k>{Kw)TCS<#J+jrRf7S~L3e+0&`I zno~+>YOaa9LS5UOBh`pWDQcxxG&&qk!@5y=JpCs~kxCyM6fyN>!FZX?FT zHvb+RKOSa=ca9_)gY-o`Ffis;u4Lw+)j3sH>w1gn+4C9+^4R&;H&cao|BcfC=o~z5 zH9aGD)B0T!huBs+V6sX`16ZMhd$MNXPOvuHz)bOK_&XVBO<+90W9oc`{c-M-X3D=& zV9p{^{A^lbCxWpjGb5v2+o05hS-R#VW%hT&FZ6O(w~ehXi?MwVUsm1})9IOJv2$}| zYy-q;^DU!k#+Q;L9PzC$U9th-Vgd+aAU~Xr&T}GCK^m!rn#^#+S;XCLC}N< zuX4JRT8;^%D(07c6jW2DYR;Ju@xr38u8=j6@RzSya77`#&K!CCwgSA(N2@C~9gFxU zsS@?`U$tzG#&jz5?OHp83TzukY2Y_|%RM|&X6?bs5H2bsGt;nTF#4|YAjs)SZU!+S z@G$7YxrPy6uU$LnnP)UT%L?7WeFZj4i%z942jzPgRmUVjcxIeSFKLTz>UNfTKe0S! zX?JO~mVVX?&w+==z(6QuXtu!GuvVbmn-exT*d2(C4j1V8QS=zv#D(1twcXz1roHp_ zvV-79)43%zgrMNjdtL9R!V~KJ{1j2fZUW0O!`m4Y=Zp=lUGPcYsG9sT3VV9 zA|gv(4$v~?T229mgScM6IEl&rePz~Mwi$K1St~%(EIJc@g?~dVz6f2CaO$1r=ZRwW9A~z7!r>&|dR360j}Hns z+lJu}{39$-h;qh~oqBqyr}v2zK%yY3Zl%)B7Vc*dBE?lbP*o+cTkL5J*RP^H24xNz zNQBW)BV`s>gd81#EA!JOx~s2G2ks7y@CBS^B<*K>^;%iEgM&{D0}x@r_QHK2Hu7%n{C2o2d;3`B6a6o!xynKmrM*!Ew$;;7#UOV$&aKtG>wL zDkXy{I3ngpOBE}bz+(tQ(1@T;KCwKG!gL}ZIM}+?f0{rqZHa#bp{4M&YjB?=4C?a? zOilwMdLfUK_GMWWZ~~IKIXzRsc4NaB3G~UqcTmd+aek>zN}WI*FJci}w;TQO9{bia ziKx8bhnNKbqZcOf%S;`;aOhXdRwiSY*Ra(n5paSNT#kkH3IQD>pVwWEYib=+V3w{T z((tWks3|_DQ%wqof}8m7F%i4y%wde%@4l$9eI>~6hRkZg5s-j}!1D+hFIO4l0dGm7 z%r0P5gbwQnYTbwX8#3B@2!Zuad1s1B%g*-8Y>mL?y7K(#)5}#KI@hJ3poac0X7nJ- zuX*OwU<^bhFjs%qh}{|k0|O{3Dk#*-UX8MB zcvZW?Xk8p%3 zcG&XwP)^7j;ige`}qTvo+AIHOgf1nSy9y_o_M(k9pK%UlepOV)n zkRvu&1G4~TdR(~{|tnUNha!T-_WEaW;x4p zk8N)ngdi3vJ(CnYDIJ!szZ%vjJ>V#9?q=vPDdKB!;L2Qu+sEXy`sQK3IjBLNmE?_9 zpn-TbTcV5&>e!#!;T)H+>mKLn3d);9PBCynTqY5d%;Y!{OP{}f#Zl=n2(^T>hUs8? z(h>%7f?L99aLD?f>*}_=o_?1ATw=h*V^qFTi#yS!TYf_wvtWv1#1)3ZS^=rHnLHFw~ef`W;%^QfebzT8w zlrVnN3mc!&fb28w#2Ci5^9UmT0|)=M>(q<{pKuL+f-h?y~x|1n8K-jGKK$*i{Rw&;^z+EUIKB4WY zmHeekZY{5O_P?o7S8cE{N0_uvkX=iDDrh3CI{X6|aKYFBsQllEt#*#^%b#o>)2U*y z8!nBqg498spZ`{rB31QlYdAL7B?!d01^gv?&Hma}GAVgvCqW6nsU?*iJ1kgZkZ71l z5=4n9y{|t8wBtbv;Ymq;*8TW4SLw&Px`_(|kzUAt&+)@B&7ub!bH(}Qogh*K$mvXS z-loiq`8V)2!2OaFYclJWkD;@uQn&cl()6X4t+aX{xd)2)#U>L^A1EnJQ|;bR^ucU+ z&oL`>wYllH>?b!o-1tA2iAnratzvc$vgBf}$Q*R>)A0He4S_b?oQvR^fNaLkZO~vk zjaLLgac=r2_ZVU&cv;eb*?yl#GdChk@-=+m(^4tTFPTbKH*mTZfZ< zui+?qKK?PRcN0;MtExs+CB?+}g4;>@KC5rr1-gqxgkuZ%-T9ihp1xl2SW8_mp$oxE zE8Kx%syNCfF@dn2TEggC^{q1lm;J+2V5|AIByiYy-W_o|0a zrEm{!#K54Niv1Y~H7;WaM9087i2E0R0%{_oAB}h3fTfiiw~O&alE}~xI|}%MHrq#d zpu=RC>!4_n020w8BJ;-1&W;m@FSJ}6<9n-#LI~dFSPAw)V%WW)E_6NG398CXOY@8Z zzmVSYf?kiSk|#uDRGMEbZurJn?%>6M3~wk9=!b7{bplSXiV?G!>=2%|t}gDq>SwE? zjk8DgLk0Sc$+$uXc7?K55@BVfexUy%B_-v1mTS2wN?3V4U%&}e%pg?r4XCQR(a8O7 zb*Ko&3B2Km1!kAKSh&sl9gojGFjcmG9N%hAk8D#PT+_Wi{2;IpIHP^wNJ)-{pv&h? z>2P-^w*5x8f9&?S^0gW6JE=ofMuR(d?uh;T4W<=}b9&f8*kY5F76ZBLTedK*veB7& zW2KRhICr5{^I#fJt=%&2VkHiy8+{P8RZ>=-IlT5%L&nvP70IjXJHc3*tRm=66%YBu zc6iT~l*eU}-RN3&L(s>lOlJk;&+s2HCU&(fs;0^vJ*x0EH_31nzafW3gon_SzJbXP z%{EL-D$F*n4(gl{l3oVIA}A-uD%|xy*?o(N;dB0{F;+bvR<=6A0BVG3W8>@}q}Ko~ zlAClt?X6TXk5AZ=$X1$*6KP{BnEYA76i-&7u{37TYxwy)k;y^|DdI6{1 zf7`rYAH5TB0;LD=spa}SQ*sT>*vG7;?eFR_j`_T=Yp&Ky=hmmePhgLJd!*C?>%hHh-2;) zb@YZ$da&50RufGi>9L3Fa|O3)Xmhsk`A=fVNoSaHLph#;2T-p^9m>mW=jvC@s@rE( zPH3!253UOfQ`#^8AsO8T6@*ZD%6E>|t&S-?x@Ug7_!gUMtD-5E@Xz}D8@`QzivQZ( z@7k%Wn{*SpapSTUk6}xoTD2;gvd?OTtx<6Z{kTF_0rdO%F5^vy#fycG`&Ko#7PjF( zS4!>w$6|obijp)YD#feL^DaQytwXlos2FaJ43I;=rSUc-<_W+eK%1DfmRVLf{7GK? zdwSC6>Ml_OZsZIts!1r274JKFd7&XTDlmO>Sz?Saq9wG{4>nkC<8_l?*}7USpR%+d z_DlWIBQ>ZSic%D!RWoigWj?h_BIW7-`1Px9#w=mqob6Wd?-BzGDSA z>a(F?hOJQ{t3cl*_D*7NT1e=s5ieA!QZcaTz; zn3`U|oKnE>FKYXFn1e`o`uDJ4c5p$;Wp^JE>3001dC+6ZW?YS}UxrD6Nz1E1HQ^p4 zJ`4seGLTlmZyvJdj23p$^=c7fQS%#N(C%?3=9US%_zFhIsZmtd_h31dr54?+tFJJdS)Bm=$E2E z_qXC2y7g@ClN!2$2=QTmHs^Nn9oSA3XQ!$wi_`l?4G~N9jP$JB++pS^ipp$C^3#_C zvK9t8EDm=6tedc@I37$%`3Cse#lbNV)S*>i^yv?u7t99R`*lo=Lyg1bGG6gh`lh9Yp8{+^u9>8x3`;ANP}!y4pH(ms2iKS^nPUi07nzE=a^-?V;u&L4kelm zX_bEOcC!{piUmFgMq0>$bX(!ct9!U`tgwdhIm2Dm8%QK_{UuekP=TS~0Pwx&C<*tI zKm`JNB{2i3rE?iZ>}+nIxO1C!nAPL#a}4|zJYhYra*V%=@&t@I5V$8RdR?0Wk;(?Ow`Hxyb91G z(W4SCJL4H6`au=dvZY^JWdf08>enu0>w&+aY%qdhFA%Nh8c|g@grD1i5p0d3uz+;% z0AQ)$r)}_*s@fZrorPxGEbOxKbNWii!GCg}%?9U)PjlGAfd z6-DxjIs&hEo~J|+59WUl5hogH%wRPY5fC8G_al~-J3QEALeR12#Y<-Fu|rq|Pf9HW zV`ZeJK`&P^bP6MCwonVn>!wSYnO&=`dHYxWXGfg8f`VXdX-UaJH?zi2D?tYH0<tkix0;Tg3EWZ2q4NdmY&2TX_3r!~jRXE+R>3ta z&?u&g2I$E;qK(7c+}!lMye|E4tcbd^AIDAfd<V=h#u{&Yppm~8`QS= zoi|CU@iQ=|=Vkg#Gs$D!qS{T+{2CR-GjT|$csKxKeknrMMt`@=9uD?SRpDLf6s3up zteKv)Tg)c9#vl-Fh`AoyLx)Q(7QcSmZ_x?Oy(gQLn3(bJ1{Ql1=<6HZyPl*tEI!KN z`{dzaMa5|hQljk`Mbjc}%+4x3O=Qqbu+H!%3^Gx{&o@yKd zy!&|fN)ub2i@rVJ13HD*@e}}Z=L<57@eyGC@xt!tFbcr_dr!37vUPubl9`r_p?SN) z0S~Y!LK+&~l`j8_#>i(T$X6`viJfI0%S zLGx78gV`2Zok_P;aJB9S3s@e#Y1smi44?S`*NNR67EJerLqQKeWg7lArQmDQ+ty=P zC}b*l2M@R6Sjm)!-j+tfwc6Q9IchaoMhE?0H^~ktfI{iSF`>y?)M>S@`R)Cr)Cz-qd0kNk`sB~itkd%$ zacv;Nhq4TzCtuy&8IFP%kKTA$(bH5=(cb#r7{NI)0O4)#wpuX zYWV!!+f?n-HiRI?hXOSO=Dnv~T60LXVE0off5V4bPO*6x9%N@>u?$S1O0P!)l0E&Ta3o3ulV|6 zrKs{SiC?nN8l9bcVa_hE7`QSQS1;-al;z4qSm@3huhAN(Gj#CWsRM;1^7|VAu={@O zN-!RtVTR!_v)p59A}`<;W=@8SrRkQTpmQA+dNmSwkZQZJy*pdxc5*-jBqz*fP$OzF z;PAi+BOEC6?Ul)omb%DjiE5Apqx(RkrOnS~4C~42=`t{i7%DYo1+6qT6fG(18G!Q^ zuGhJDCh(KMD?$aU`o?G`mfv9%5&6KnIlDO9LC2qymxo8DsR{Yse8dQL>fg07JvI+2 z8Iui9uQ6vY0YL#i%Pmq+#F7HEAp7>o9Z>9mCt6HZ&o8nL+vn$KRyu8=p&2AnNYg+N zk`kJw4D(d-5tL|ha&l{m^yL<7&xgO6DH#ygkdl!Zi;wxQFO~dX?7e4H)M@iJh&o0_ zm{Ecf#DGdhkRaIvNS4@S21$~0ron_LQLqp7-0Hvwe=^p!P4^q3)`yuB%Elt?dkw3HT7NWvNUy-n>6^?$4Qu)3ttKEtGV} zcO_IbY^O*6DUJecGZggM!6k9zc9Ldz!;DIXhwsEci8%t!WlEMQ2hnrg*VT=0->*mR z(*ZU1D?F6{XmYpt4M+#8hO52{dH=x5ileVjEgbT6WBNh@f`Xqkb1vjAX-G$!D|z0M zxy5P(>|HuueeKU#c%Xd(sqs`;g0RO@lRC@IraMA>FLQO*BcDt(xKpDgB=%xXq}9uG z-TC3lo zZwZtOqynW7CiQFM2g0Q{QCdagb&k_9!l6u}e+Z+yZYDG04{O}XacOn6Xqthv^hwe^ z5o2^H^F1J$+w4sIPkJdZ5%wFH17XQZbuvodt@;pXCf%-wbQXOlo?x!WW}*hAZg8_59w>&R+@7 zdk9+{7sGpG&xEUNalVO4o7PU=Vh&1TO z%k2UlHb{QSyLxwb?C*Q%w9L#~r~YI*QxkU=2rx-%2K0X? zfh{cb&~NUs#Q@158vpzTn0v)!QQGNS!2$5kDehd52VexS%rV!E$8b>v1XtU03?I3I z8>DOuX56pET%feYR7|tSo~8iA_dbZJifuYB_z-vByBpC_VyoTTUP)7u^D-1KRL|eA zd&mxLjltUoChP@|BXA!flWk8f#Rt0X$r>fy_}z>0-6b*l{vZ$h~#?`rP>PS zdAsY${9I1E*eS0LsF3nHXiRIOk)nS&)A(0m5BktxM6Ijw`t}?fau*`7JZ- z>Xls?o_??|Kk_-#L1Ld8%2!`te*NJWyaw4vct_g1c=qf%$pT;BoR+;K73$|E?9ckg z1^I`(eGhW4DxKU8%%+hp4$`2N&X?*cf7L$dE&a{#!!5Tz($8_QX`X!G#ryKj54Ecj zBg;oeXZ{>9Ew!u}QSxX=zTI1Dv9la!Z{C|2H-e|RdFxi^gw%Z~aDJ{pP5L~ekVaZ- z2y_PN`Tl*N^*o~s>(V=rTHg$6$%nek^WuIP$kVOnEYR9FyW!|S9jJU7<}!0t_}XyY z3agC9#-^fw3eVUG!HU4<+1h7i5IfgDlDXf zieLj1jKUnm1=W_8HcoCq&1=`9HATuw7zCbw%2Y}asavAI-y#kD?w_WL?7wWc5y~@v z{N~}S*R+=|W$(WEBS{=`g7Z@Yc}7MP-FxFxQx*O|CDgq`l2u9;=vXXx^n`7ywqzj< zpp*Em29yAq34j&7Eg+!5f+W7LcEuZR`JJ(gjE>Gg7<$P~AU6xr6Yt8L*f`Km3J;%h zz!PheeTeK5;^x8WC5+S!M@yV_BI{Bu^%<6J%1K-67Ad(9A-52jc$7h0%OJ6IY-O}u zL9J(G*VFHlg0dXXTA;X}pC6LYOl^hXndjQ7#RYVjs+kr%f%?I+(4CDxPEiy|EQ6F> zAvCql!nH>u3^J&t_C9ioAETgnYV6o0M$ssp0daPG&7|z~(uYl8EYmPE7wkFDTMY%r zQK4$zOL}SCczYgQds2#SF?pR6k^e)FbXe4{$4=qD{+OlCdTnJCQjGPB=A}ANhC2%G zKepJvSNH+|&b}|#2)Hi$dabN39_N0)cb`RF);`$PF5WuN!q-$On0*)ay8M$TPsbMT zK^|{$=KV!cmxT{h%;M?(lyteWy~#_!`>XHuv=SGuB;Bt!Rl9%xg%vud;L8_>mMdbJ zk+)Um_Q&Rw61FDWRf)tJ`>M_p{-Qn$UktAZE0G+g6SGw^edk=T)nzLg@u+`Z_6tq_`UR9nBU~PD!@&CRbnDh& zp4MW>d(zKJbZgCg3IL-NK7XFQ3B%SR)i|*jrhIgCWHnYg@{506>f7&_H;1N)i~Kj7LNT`=j~uE5r5JT^lW}nB+_QAAO0l7CqIxCV-eAHtD)4 z3+QQR(m#E=3jJfUv{$^X#F+$kg_Kf+l<1^_?5cB8?5?;3RlDKl9K@1=UD}l6J&O&ii7YS{lbqkjso-}bbqHANws%+stygy+t<9{NgO zYF>?Jp%7=|;!^B4?{Roifmw0m*8TD$NEH@5Me-xq>J+zMy?VX9BNoY=*#bpmdac-= zpzTE7rw!STK5wNj6>#3MDX-d63u}2Fgm5H22Q#;ISX@ zc&fe`6BF_CQKIHiDmO1vry!3!2Z18`qXH-V{F7{(3W`t9u0vbo`^O+cDtH^hAgYMbYj+MW#P!SCt9Z&v@#toA7S{GfP91Am zN&`YAuTu?OkaSoua=>`Bhgobxg8npp7z~WGt65RrhLV`)uQz(5r#hQ%D#hQ6nx6hu zM+5IlF{vZ|2!4lNUpDF4&8jjZBd=$ituciKKtaGQexZ2exc^+$b>YX)RGZQf7p^(& z@Z`nUP$L5gMI62MGGQfjbK9OUn^JuC`BBw_*Qcb3`np!R74{Q_E0_v)p`FSe)?1yu z6Dm+$<>}$6^8@=!d6adz1JMRGZi`{AI2UNI0iirQ|8+IU8Y4gqI0(50O{gw4YxoTQ-0ZhyjdjAHVY-;0JvAf)nSztAY6 zvi-Aqd#Te#sLQ4$ibJIM)$@o1%YN!Ye ztxT+Ei#Vf_lMVloC>_ZkM-YY-ifTU-r4`lW`k-7?Ro(~7!-LDn z$gupr5U}0Y9?laf7eT|wnD_poA^OX;M=o>U2%x zPs@Z3fZ}uDlW}vc5`*vFo`upSsc~an@>&5As2oiHdS=KRRE4TgZ(1E94Hc=t6QF{oOmzQ)f#QpY~**@b*NA$PnN~^alb`R zR7p(+E2HX;-fgU8v6ky-P*HAu^gRG;S{_%_|dl)tl`(6 zX$HO(2>kfDBD%tHgi!%><|HH5%DBVr`4ooz_De~UNL{raT4}NcN3N~QD&sIVLQ0qB zKPoctZ~01)nke@QAId8}`GGL<%~6gunByO!PxcJ5?Uj-w4MG@&-LeS_CMM-m zMGXQw;e6z6!fJ^fEhjECQwy3er}50g5`_7EbAf_FIiGmwj@;?Uq5|a`PFaU5(UNjv za#6C{W9oW<6F#rVO`(R(Pre@wTF`QneK$F^z7bYt2`>$A!tzfQg;?k%)tqgyUi$pN z`l3slfqS*E$EP>XKAQ-vMk9iqDg^bQ&PbrBkG5*=))R=IO$ z&iu#~v_7Zw!)UxbZ~Sl)iAA>gyZ)M=?Sk6A?1T9_ca09a6NK1BMMv4t_CN0P)^0`g zZwqjV>r;nao_0Et;x@>Yrle<>bz8w$js{;oIlffVH5+Tav}IYn67vAi*a%jo!!32J z_e9+o&n2*($FGrXCy$Pf4skWXerrcBlF5!hYsjsCgT52Bz-9S$<2!69L>5g7S~bY>%3-(G|DD z`R%h*{dSDv+T_|+u9!9M@m1@Hflm)k7`W+JfLNe~d*zs!?Q9?|1E0&s)!KPGtdPeS z#aoej7(8-&5Q-~AJaaPek4lgW-R!PerE9A$w=U;Jys~QSJ^>W`yz9uFo*KN+1$nie zXk}I~Aru@`7vw2k1a*dIvz=$S_oaP1Pctu*AVqu%1GMxt`vqk!R@Oo>Wp(X)@S4?> z*T!NNjJc13&Q>`jaB|>8iEv65bDsNtIe5ZP=zkfd* zb6PyZygQ!k4Fx-S$yA57T|q1tn*@qFJ$`@oY^%3kh0V_xZoM*_MHMgHikw|tiyp8a z9*OK|=l6RRY>4;U;9?5mrQDOj@lhzAuksmj3fO2&u;mI5*EooGrGEpM8U0HQaOykGT(E!@9mENIn^BCGSjY_k6^RL{I=T&3JTys^cCYkS zq@1AjkcN$o@-I$4K2@l6e(vm9b|*%d!8HT&MBZzAR-E0PVLMPKOO17$PZIAvA=w6} z0l44{hmEhHqme)+d99opSKGSVuj=TLTjc-dO*SZ;t;RoBy`^F)+}oU61e>S{b|In+ zi4h99ETJp)J%zV)WI4w3_^SDOX*NDYnEdPc&nADbxty$!;=53FwkXU`$-aKO;UPxE zVe&=&M-c^1ze7zvK0fJqcNv+t{foZ7zFyM}_Di9dQ=DRA7DzZpiB3B<-Frvg=PUQj zLzo2Bl;VY4N9qTy29qVcgG)M0`&Llny6M9`K#Fu`YkS;Ae$E!F6Y#e6?_qi;Kledb zP_hLM3=2a*umR8z2bZ{_@zj*nk59)eel+1~f67KiLeVcp3YB zKi-u+VPB;Ka&Z@89F)Tk@!q55HY|H0l+bNk40Xa)!8aW+36orMP^gD~21wEhDt;5| zPDHz+7s1;es4&1BHxX;#kymqbtAL6)SXivh|FZ=HQyNl0iqt+RyQX7? zmF@5E7qr@SfcUWMqZTNb;P_C23RE1CmnNC(`L9sb?wLan@u)vjSuj&6PF#mTRi)zV z%T(A%z#{Q=#I0!+rb7OBVfVuRH+?S;_XVE~J50NU&66kHBujZ|EF%cw_MFMde*kZ` z#0=Roke2eKLo@#M?(5cxkGYL1zF#voLt(ZzH)eI$aYbHpRThHJ2C{upq#{3R&v?>m zI^4O9gE!EiVM+x9sGknfh3&Q1)Rxn4Lt4wAt_uX@j{yAUkvv<8W_HIeet0SmK_mot z1G5`lb(d(L3c$ifAK-M6e9kd^wwswsdrOdW!hKauV~UUqFSlBZgB96u>=3w%8^~M5 zf1FK*_<8X#OmblAQGnofsfr*zpo$9B2~~iG{0vjFhljQ6b~n1HQqG?_0#dnppuf($9t+O zl80rmkWy8oj=oKac;3zGeG0(VV5*6%i7wEwscaJ^ytN?q*?8hZejY!MK5hyKK5yN) z@hFYO<7oqFCxMR}Jl2%nkA{=Zf)pxU-caDvt2*}ju|Qs^QjnTRh)LDT)0Fa&YBL^n z<~_iebfk}ganEc^@lk_%t53`I&)%rP7KTY4{7AI}09mu#N;54nJRJDCp&sHgaMvj6 z-^QQkI>hT<|9m?WV5;`y$vbG_{@ZJ*YjjW*qq~^4C4M&jUHcPW=@T>)M~C~&oiHIH zQPj-h*?@MY0oLQXEr_NWwX?Fy^*$ao0Fr>i{T6!W%$1S4+eUR=HEynKMf$~kwtR5M zPd+!`c&Bg(Cp&>_`*`%Ip!I*oeS6l%V5q8;{zh|)-Cl{=UM4wK<9&Rb#^~9z&ss;- zO~$%}D-ukd;H*%=%W!hux%1^m1vCydAW|^@T3US?`aV>vLJ(s-N{cX9e3~p`Qk}1r zr#B5Zy}$RE93DFH6M4aZl$^3VKj7yn}pde76Tt_9BC2QTn4^M z4q#q}foIr6VF1B*lboP+gAytZZ1eRYiBWfN-TrpF(nd@~M90W)&n$T_`ntAUj-@5l zEYJ>h4w&qP8y1%v|H}pN?Bae+Lq}&Gl}06N**W7bFKhzOq;cjy=WZof5v)5w0E1THsE2Im|ra z-e0^Oun1;JWMX)nt1 zs%QR&2ZRP!f&}6DBsXdyLV?H8L+b8bb)%l-0>Zd!EyLQ-SCoh?{$;?Gz9r2(=3huc zl6%=Nw2>e*pLbpDlPP@XH;Y@8*EK za)^mx7Uzp9H{=i9`}EA{c%Oc#^WIt7P>z*TQ|2EiJifo;2?~P#8TYK2nmVlKv>{{B zk?^>wco-XCo;L!{BS2qF-f(vc5BY#XGAu*6+Pli@VX{6AcYS(AcHAkRzHCX7Tv_?c;qUcL zXI~Fv6ejxP)3wcKT)uP?{Bx=oV%FqFw9xO<+jYwYoCcm?rEIk8F{86X8>C zBzPl-RZh%(+2P6P6A|3Eiz*Ts0Wx7j)Dy^}M*&oF5y~l|(M1Lc-I)_w`7R&be(gFY z-Se$&)Gn-_W2oC4ui+`W2M|Yf{o#>V-P%Dz`D7c*W?f2hav_W?-R>TM2E1z$u&|?4 zegh~JFZ2|>EK2Bj44`P1Ot#y~sQ*ydyI`{3Y74V8$gsa_!Wua#cILjbxg6d0nknq`97`sVS>{Ewae5{p1PaSu81taxF`y6`78_)@7q({9SSE)DUG zt0*XR5x(<*Gbge+XE}2sjmD6BZ1zCRWjVX3{!k`GXlH5EQsye-fyeKpkHp%cyv5FtHz{rJ`{}lFSDaRoxThLq);fDC zIJmg<2Xhhq8L<_b0Cm+eU;n4Q!km*wQW^dpYPM^EQJ9LVW5MfVPMD=b;ad^zYqvLKOAe|)KLwf#x49z3w$3s1n49g z-v2xN@1-B9X`oKg&aJ!)4gjGw1VS7QM?hy4lr*0_G1H_f$R`5|mi^|rnl)NE(1Ztq zB{E3=-wzKNxBl;^^0(3c_a~m;`|LkIyioXUI{)*->Qma zxqVY1;(Pet{OFvO*>{~W+bIPR;O~_PSaPXHa~Ot_$ILCwquNk|5Xb(S@rX)WM{?qIb&tyL;exa1jM4)h+Z%g2o!7lkEzeZM z)4my^JFcW$mCF^Mt{PZ-bGxV_^!HB50JEgtW0*_>l+%D!-rSoxI8&xg7NblvmF*UB0oJN&Zu8Uovh1oN9=9&Ga?igv#iwK+nrnAP@tMBT42Db5JJ zOupQSf2VijOI9X3a?U1A-*WiFaoj1Ydck@B6zOBa1jGV;3a8KfElq>Npj@txXb{axO`{@{WxD^G( zOt_?NjGB?BQiSQbyxcG6txdt=H4<}*8gk?xtyX=oVSlmGu9~#iud)-RVG^IA`iOi_ z@8i6$wfm&vatF?epsMelJk7q`JIL>^$&H+ZYpz-9lg%O=sCI5OeNqYLG$-)YSTi^( zUKx2*{P-i3HI8ur@nbqnRIy8vX?94j%~Ld{QS5XV4Gn;W@`b^?4eXv@;QMUC|E_`$ zL9Uy0BcDxzohD!S+SyJtplSCqN0bv?aN>cvti>O5wW9s-oFPuFpKscQ0ZK?wA3zR; z;ZtSGV_;q@q*=(NkVgmK92tBxw=_5=8uppPlFJuc%}`W|!bhz#%t3x=9;(^=33R0(*(~i|0U&|=Niw9ogwMS;H)7fPD2>*^8#QCD z^Nj69&bQ-oH5|P$X3PrXZxSRVzcL%chHI4l*FsL#MrllERQ-Wq%TfFE9nf_BqC!Q@ zyg6^N{mE+?;)I9`qOR&oLDT8qzxO@H4QeY+O;MS7Tj}OBkzten*$XgzbswJc`_HO0 z(X=*Lxce87RvvnHu$Q!aW3wJ)$WS3YtVsJQVy|5qE$Lj5pKzo)t1=N=Wr*#2YdBXt zqf|N4uSS^-ru{|W3o=Ok`&E*|jcbMc-$YeQsL%eTqbq>OP;I8Im_zv29%jy1@QtGY zZ<{&I5^YnV)|>a;BuAs8I5BRv^*PxHTK~KJ9YWdJ+C6NgoQLW{61vYZi9d;+I4Uyb zzZ_Yhhhj$(=~t5wm%o8AoxXRCbvWs7SjmlTAIM%BT!cw|&HqgV_qDG#HqTU=z2FF8 zf>e%eA5DkVcKd-iZIHyZ@zmu|&T8_%t@&R!+@@#h3T3s28)5W1&-Z5BOSa=rT^ zTz!`Q-!sGMY~_(rD{lEjfT@^kZeul=F?QtApEq}EW#kBds<+Y`v3pPWcElr7Bd~?b z%r#L$mVrH6OE++teoXViUs4W=R%iJ$mknx|JCBh29^7r#XyjyqS zW^5Ccv;P^Tsz1ht5jjP5#!&@%Xm%+1ndN$Sj=SB{xRf0>j9Gzhq`FWX94s7>E!XuP zevV37+1flp7^HSal5nC|YYc`~#F$KK7f<28IVlh2meW65bS{`_>m^%oT4uz5Jb({D zRfYz8gaz}cehWVX2Q#Ul%|*AG<+JZgl0u!68`n$O7CMU0B?)S75Zo`T?7Vzkayyx? zGiI*aDS3OwpF9&HX7~~7s1x|gf*-wb?62s-AC{QcPX{&p}i0z(zcI&zmkN@%Z+ zKkS+}Uh+m9t6cP3ECMcJA%@glOz9Qqd=M6P4JuAkIQ(tgOa1%H7F=}xio~#Wo762G zqt0qu*|@hKwlN&jLmw*_mmWmRwf63aRA@cZ|eeK-u3rsTm z{!ZS*wT$QvX0*-l!#BNsUYVjet+#de2-SVlo8@h{+riT$aeB4)l~f(KTbN$=q+^}N zh-_G+wIXOdND}<$g6V&+cB=+!M{xV=_gj(wvt}^1LEgvz`TXzr=KmY+{Qv)z{|@;7 z+W_eQnPhtvhT6|0YRx8 z|KlrWD)menA?+xTlMR2?HV?zcx7h|^V8UR7aCUE__>XI_VzbshdYDR zq#m*J@F@Eotp_xhNez)wq1Z^D5KIr{9EmLt4iHh#jdZ{l$#_6Yf0hcaRE0;sQ(`S9 zq1?CG$cqH2_{F3S-D;mWAQshKx;FOS^%NV6kF7xxp;^B`r%nd47J$dhXfYd3S|dNR z7A_4cAnn^lnu&w4MniFTE#$H0(%L+;%oE2tp@g>ECCI493lmQB%1mGWe|p^8QNFq* zk3nM{kq-1Mh0ZGM0Hp6@Dl9)~?5vLD8TlQx+@8lkejxz#XR#hUpUznwjd_xD=uysQ zeSRcD45WZ#(_Uq1q`S82nOyAbX*pot@2j>d9ohQ2kC%%mtX<*&Tyw;_SpU0Ej!IPP zw2I_4IWl=}S;r`X&j)Fw zY9mj>Oj_F-TvvlP(aDBZE=Q$bzsw<=wZoKuaXl+}K!N1@AfgP|30P-*U54!ywu+P( zu0h6&w>cnBh}QQGDXd#Hk`$hpx*^LUD5ylKQBWyQEXq3C&g=22rbGLB37CCzgau#FO%Ox2C_TkjAwxnO8IV<3i_Su4M>t_ zTtFdIV-!5y_>WO0ydyev)kN)Doo{L%o=TKd`6>Lr%`kQPNU2*$B-P!Wsvqub1M ze^%7gAJk;=wrTwx&5`P|@$KxiESAg>0I3%PVS^KZ`O!+_*UHJ_Iq%+`LH%)#21uD= zw9L#a{hN?(`VpxjH9Pf=qXNLn%S8#~RML~DbR12h(*?z6%>wYlsG&g>sh%osD>7$l ze`$RD{M_|91?1raorj9U3WiOleT$* z;GrHN;5Y8WEBiY@HY?IVutCDJ-2(|1mg^Kzmpg~0N4 zyvi;IMD@OEL2K7#?O-VC3{0lt>XuN8?D92eIYV27(ne@JyhY6aCQ-- znYcGz=SdXn6JV=AD7f%s;BS8fC889TM!BBw-u}LrEhjsBNBiRxQP)mmVxd6|)6!62 zeg^Ov_D0`{GG%0EH;a1BybEO(%Y^m@gE@K#gn?^xQ`07zx7$ZuU5(b2wbP>rm_X8A zM=JXIWSf}xap8FqZ%kVg)Qe1ADNfeOgg&=(78FVN?mzjYP+`k49=hT}Ol6aNTPEo6PluY9i`T z*oS!)>t|?VlMhLto3mq7D0qJViWFcjAMO(vXQ74}x$#1TcV3GDiK=hjdRAgiXDIs15ObKuW$Sh{r zFeXhPDjSSe6pW(mjg~91>&U%Pp;R_xQ$OZ9q|*xYDxUXG_~Et|`^l_s0F3kDg_^XB z$U6$&QcevnLrWJ!GNlEm9NJ@80?%Ny+AIjzS^!1s&fIg_^q+MywA^`c&IuSNU|1C+ zO!@Q%YNefHw=Z72NXy8`DYsFoJ&<38Bbt@ltI|!ptRY%F5HC)O7(*3o%p8Se?OYpk zYT(zA@;CF5&LnV!=wt~S0?b@7OP0!GQhWp zNXHSk9IN{)Alp=TH2TL1rbc+e8;&aIfi?8z{lz3Z2UbhSuzF4H&EJ%x7T@|rCPcQh zv@Ax)8uo$H!HJ1a!rz4nM*}rF4=P|w5=c)(80&ha_7z!t*HWQ=$Yz}pbcCr}+fZ0S zH~77@jS>nq^4-%RbEMNLyIdg?1w4X#1$s3?Mu%Vv>iB&V3-K6u3~O}$&yPQ;=M(CI z{kP=T975G^$Sl?45%bX8JQE~b={k2Uo&ya*dAdxSt9rUeZ2S9WZw{1=vWvq@k!*%O zc=L#x*vyYh@KD!-P%jO2yDo#a;eewCn~X;Smym3~LXf{42eVbvpu9@ecZFO5QdijK zymiy=`kv%w>$mq*vtUB|%Hr+@(jqMPAId>e)p~TGce^D&4o*UF!EA)AzYiCa6F+ug z=ziq0_0Q5?&cFPES)!ftV8JGP9*LZ<-X400VP6%UF5L674sP#eHu04MI;`bEUXj(; zFsV7r5In)7qEMEidg1X8yyKfl`3Q1~2{QgwiM<~#elWtx&f-UfLCta8VXaTq(c#$MVR4(l&U#xp zcwuA?3XqH%Qwv*qKYQbAR7k$-(mGrsy(?ls#DONmMT2=-v(`1vu{~bioit=N`I?8q z9&&Hv_oj@*d^Yku(gDi+b8!_;6#0|d2$$MH5S#APMNu!7}9zg0@mA0l~<@J|nC z1Mf?>VXEjjE@rmgKda${J3+-_tm^lEMk1%%f?(ZtQy!$G_a z`9Q;=)kYh1)l^Q)SQ3pKcSv3P>m|JQZO+c*xjxb@r9N&HRm4oIncny9dbUG!WWxhinD3^_b#h|XEJ;Cpeh75-At`I|qxxQ! z;TV?;u2vU&J5-SKvRb@jFMZo_m7~=T`;rWNO0r}j&y)9f5>&^1W^&CCofQ_&XWf_n ze!V#yYln`|NAN|gh$M7CXMF`AI1qd$s*-*nwVU1^=iB}n~2=`uC9Vh zqn30S(Q>Txt{=a0V@z-^_S<5AmMe52j|V?H3sViQx%KyEYFvPbGgBr3hwe3&wFk%7 zzsI`cb4x2O8L{QEdu;q7W^&WVQjueE!>tvuL#w}TiWwQQIjlOOmQ#Z=7Y0|DW+WrI zL`0;!e2H?+c$RqHIG1{CT))MF|GblL;sK~8&exlL=r@gEwH^DS>VCf7;QiT?VfYB| zdS0W6TQsc~H_L&t2G)2XRh9bQVX`RESubJo zt0C(-1iPA8{J6I6cEuc-vPOblkvU>?Rkz}%0p4JJpx7K-k5fCiERhL6yZ``EdPjS* zuTNuhfmY7ucrfp|`B9KprQk%exLZdzy6w38<_?})dJ2d6ShAGh8NGWhqa}!rp~!w| zqIaq;;nbEe54T?J^Kj@Yt=Ttn=@o~;?q@Z1H8S6g6Z+o(Jr$%ouzeF|#ZGuFWu+{> zCXDy)`8a$rOt|v^Y{G{Y-ue7KGHD^FjRg&-Q`E-~pMV?Q*EicmbLrB;59JJbdbh_W zVJ%DH0W!Fmj>tert}g_zXwCB^X+qIKW^s?FK*+Ea7vm7TsTn3NpxbbCq*sr*;IT>C z1Abt^?kqx1#Ny8*LIH~0OBWO-K;?VrXMdn~*Fq5u%=_uB8V3Z^%V?e`0v?kETy|A? z`M}X~`>g!{Ds|XnWT^riMao9q$+r0vybWugy>^y!+I8uBY!-%#)5b{)kL3EGf!B6_ zUq(basCEV)QHQyGw8sq(a^mj`+tHJ8>Bm9U(Fh&kU`HO9yn*y*^*@4`ZrIG@t*y_))Ai5mm zw6}Ys&hz|)R+1BNs4iKQiSKWb*rBr{P!@ssyFBpod5ug+JV#;Qj{h(4f$~=Cr>RU{ zKj)8g!K|QgnZCj~s?)6-giUot#o!%0rU=-ZvwAF8@@D(yt)BTDv|ch*a*?+f_PC3-$W} zkgv}aK^k}Kl9`%mhRQ~jP1?e*U%eLmXYxLBdp0&A{p996E^a^*5i`H%Qb%}cK$sh5zS&->uE*=}o3aguT#pgbR zw`%29gXQ)UhDr&Z3Am7+=$JJ1OXj~2A0nM2i};j-Xd zaWR>q32oC|)+Qey4+jxslPD*G5E9>6NCTCXJr!!4gUX(zbZ+*&>!->#o{Y-`A4jgW znR`8OX5q+ZmRpD6aloUNl^BFdge`~L$8!w4y+Lx;ye}JeMR44{?@RdM6AcYH^XW-c zG-t?8wd?9L@*mdq3Zh5dSBIy{j^LPGE{GRI{r-BPE93r-EhceDK~b@cfb)L+b7w$B zsv9v6j4a1pzjy%~(+20Ym7Reonk-x2gDKga%n$}f*W1C2cy&@Q)_u&fmV`x3h}vdd zT@9WlO!#)8^xGPUxmfek*}NKH>o6}VC9ZkBV}f^QSPt_)V-pc@0{5C(v<+RKGqozFd}^ z72|0vzTV)nI{Y)c)TJZhLR(Bi4e_CIPojtkexxAbr&ere(sG_J3Cp?e^;u;ZlzHO^ z5w~ROyjN?xd?C)ra<%Ar+T3ir#N6G5j-F$V30W=KRlo%sx6PA9gHw_*SqUY7JoRuuygT|%jsLl@ER?o`SJa)NN zMUpt|adqMZwS>kb@*YQ}O^13&{JbrBv~a`B zVt!1975J@^`#!nNH&In&EQ!IRtDA=u_IYE#r;bmi(m9_yhbPvkFcy|<<$yQ}bBbCk zRv(2VN}y?FA_jmc4|3HZwiGGKp12lD-eq-Y|9f>}#436C)c&uJ8u7Ep6_@KTUOC>|yM8STO<2j>4>;eA;Jwb@Hx=j&Ts`7>hUW)w&h9M{_xEu*B=1%> z;G-_~N|C-Jda<~wBD;%$P1wytU?>K!Ja}xHKJK+|8&DeU%qZ!UUI_Ha*!3CLqpyuw z&f9`2Yu^Y{g~$&ja|Pg7`J7H(O-a@mwbj(YPk20IdB|~8T#MQf8!N9xx{hT(Y3qu> z+qKp49S!9nR3N4m?gRv$?aL~(9W*N)VVz}qeGfOks$J1yfDh`t*cK0z&mpLRt2U{5 zpDaK14j8kDYS^2@LDq69keBJVoo(!InS~&3-kG$Tl-}_>}sJIGL^< zK;Wipdoxl;z~%w?RJAd=5D?6)oj17TaJCRdN*UwC70vU6aGrB-GwyM|y!Dz|V#ejB zDE{CPZAN0iKPg7V5(S_a$yFybZHhlLNt(DjoYdFX$K)2jT2C+xm>0k2y!lCwOgLmC z-Lv- z%KUleIWI2ubN1Z`C(@;<)#8eD8L5pgUG)yQNlY-hhuFmIZn*nk4uoMLdKz;viHXZ! z(pfz;c6HZ!_CyXQ+rx+T)VffSc#3py+;_lB1j3`?Ftf`nKziX#Z@-KZo9dbBq zV_nf-+(T<5V&2_#5%(o4%pkBUmar)Ca>CU4-o9b&h;Y#1pBb-DQ#16+o};8j5LP7; zhiZx^K)GxD3YhY4D`PnT@8vj7x89@@z;D#mBCJ63(r2tFj#U~%T*tS9!QnUk!vL!J8{}-ZtHSHIsiPg(&yG*Ud{k|lzD68#^N?5tH=5W|a zC@|r~Horo7c$(_RH}q{b@E1XRpu5wr!r+1{pi0@>o;M06m4ncS3L%&@|9@LMPPJC7 zT;I1Z+gHUY-YU0LU%Pba@4v4FrL=)5a3F%e)D8a%#_BO*eOSJ(D2#+dh)P*(HKWGiD*%0Y}C=<9=MjXVk;n}O}J!`1k+uMnm>kbkLc4Ao0NSgBSUc7IBD z*dHlhTCmZ26mmOsI^!4f|2blFsn!3>XgJi{`JnFTZN1lQMr>4KV*WssM!|urzg^{` zOn@k0abzlbdZI<<`Ahe{Jh6>6B`+)9^X@))G`(?tomDFZckxD!!b?|1K`V`@zW|gnF_A6%vh1yM zBt@35`RY}vfuf>h#D=&Wsj}UTFv9JK;i155Go{a8X<4zjJxl-%>-DDfYcD(Gc^G>8n*NquDXjf6=<6y7D zwOK+m8f)oC8t?B=#-^V-bt)G+M6}r55O#0V8%VKKps7cSYZLOI*C3w(k>?#d%R8X@*}EVgL~k^l)sCe5%$b2bwZHUHV{~=} zLJjGuj*6S?g4<1^+KKpVwWlAt?)E~;_~E0xOC70`52+Gw+_)ZsmXnjC!h2dt5X%3v zP6DV5cN?H^5pxd>*ArvZXgeo?_U7WEnfoaV%LZz9{Oc%M`xU)=>ZABc5=LxuExvF& z%Z5 zcT=YjSI=QlZ^yms&lsQ}jA!INK~aFk#vQv^&-wPrk462zelgRDx&1t8S$*GTL0AWS zY2RSxgOcFE=_u{}+aN+W#>KGppwEhYGJRgAB=PQKcFe+tlC-LpoyRTch?;v%x5_fH zU@Vd8wONLZO7q+Ej$0mo&dEH!bGL9~bF8RBAIXTUkjmaOI%R}1PPS|jjw3Td;@EpDA=!IGL}X>}b%bMP z?>$duX2x@$`u$$d^Za?d&g=C(U)Oct*XO#&`vdC;f=bU7=@tQ+SAg4x{r!FW`7?oh z4{oYk)O6@P#LC1AO{b{pbCuAdCOqgi3536Z>^tzVN-0`oA@bCw_UO+nE!Et-Y;)~X z{C+LRq!(FMTAE;5IZ}8K_aFpAr@|=gV9VC^z|nYXn>m||h27!gX3o^lF*~Lp&(L?G z6`@xz<-#5^+@tI6UUnfIp3U9}Pofg|$~+L!UFg#h7s1c;?={dy%8{vuhK>OYSAyd_#5DQDNaj zzpSRJpbaO724{{d*PU%H{q;Bsw0U+9nggnUgW)GK%xIDyOsSEm^J8mBNldxDGl88Q zI#GnC;jw#$25S$2f8Knw?0BFde)1saE3)@r9+bAlz7k4tZx;!lD= zb{D^annL1|QNe20K%bD}sPop~ZTh|-K0#r}+qURUP|4V`jOe5`5vH3J?k8(krGx8594IzT2LrClz!eD`vIqogS0JXUt`l^YS(3&p9#NXm9kub;lpKL ze)41Xy;(97L2qx;(fMwc{Fj0P!P9{dyN&Ay*A;1KXiO|Nk&mWQgqBCeLsDJVfjHMe%~J(>dkp`5#pULJ5OL245a;^$rru zuZO6JpY>wzmKvzbUc+sOGYU7ywy9{qOs2_d0lyk~x5z}w!Q*ZZ>h0a+nmKBmlAqHg zv=Veqny=TCQZOu`Xf|Z{|57F+sbf{k%PVvCvWviRi zI>PhO;LpLtedg9+hnm;GMF?#V7>{hBD?Nz%ghk*HFjeEE-2W$C(xulj(PMYF%4wei zIn&+Ox3v0hnn8HmXUA_O*cd2|(xFzcOFxX!Q`h|DleLtc{ReFi7LG|)5|{TD?7jGD zW`1wt;qmIO0P<%zA{sDdf95VE>;u`F@Qfg{IIx27E^+YM@@lTrrL95bUPDOC!LsrP z5sz1?KFIzZB^}7|_WDm530;1AWA2(bUQ$xhTTll!q_-G9De!zU)jYo%P8wY9Z;)o! zDtYFgmKsYunu`;C!n-_yc`cPmkmqvgATR{3*SSh`Ii1`VNqT8vhX+R?(a{#%*;HR+ z;D&}2{Y8w(2D5<>e=&5eGsa9#3x|mUt0cDExwvp_tN^VF zYSZ>+#dAB&GN3F&H{YIW2q=@Z!oY_0 zzJOwH!c^gTC#zzN+e?AI19z_-20N&XbPqsv*D#MqM1T5Q<2xkNE(8`9RH3V;9qS+1 z6}AkRH+3{J&nu^EoimFwiuFZ>!9;Hn0dS1FBfb}Mo9N)Hsj62{CNvW6AI#jIv1T*m z&YHCcDZ^7!Vgh;N1(LrPaee^x2EAK6-%1iQB$uiFqCb)u?PgOTXtll4o8GY`?;V*E zcC^|flAwe$m$rH!?QnlZ?u=eGXqej3O;1!pznUm_Q7|iNyC>dos^obYvyAi!F63mAJsXc=^;6O4UF$r<6b)q99eUEZfenzPndi!Fh*0L&@#!(Fh9Ek`QsSwwWUQ|0s;>#yK)nkz<&Q|HnG&Z-oq4de%ik0W@lf` zl8Xoo3BeND`oVs?tGhc3aAW`u8O=9GI1HIhJ9H);pQ62~Lq%$wgR-(%O&{e3hL{5H zX3LSf+lV?>KPWTv8%M{sIp!zDyR)?FaCjJSIe$u$9%jy~lVO@0;d-*i?p^OrJ(*Pj zBtC90e=l0%`YGc6x4z|2@E#W>&UbI#g%e6GQ-zTdq3TZd2Sl0}BO)R|>2C(vr|+ls zA?$;{^jjEu6-TVI17h$85-XeVG8c892=76Sn=qo1k%~exP}h_VD1> z$B(;IU;(dbUCVx~)RwpA&uN#YQNwqeVIr+ul~$1Sxazm}=Njw7`-|^60=Y|8x{wKh z5DzHINNWSEgu+vWHW31{g_Hf&oxMHSEW`&hO-a(^7^1MY+Lg!3Cq24n4j*$ZxHvY2 zypUK53}@{7Bk}*TIv8ZN%_;uz;+&D{dAX5KP;E%9;t>U9rnkVLtv?;sJK1{VoN`+w z8SKbv0zqg3PH&8rx>0(1YC{!Zuq)9wpbo=I1$yV#koB1{w4>h73f-+|>O>zsdL&~L z^e|yFV8}&2fZtVwW_PD4D;&Y6%yu3`9em}9KgL;{I zc#A#Wjv3#iD;N4IH1$5U=z^=%qsFX_{J?x5Ghpi^cLX+r9kD8-yriUgGHV6}{{O&x zhB~^2+YIyELh1<(+fiYp6EE-2-@9MtnBdi(cmTsKbLs1yaJ(hsh#9(eczB47TjnL* z;6!MfBokylnlpI_zuKvWDuK3kXTXE4`z!Y^DE>KzHN(me3v+Y!3Rx>1v)T6_Is{hx zSb?bS?OPShXj9c1?d*`}6?sf^=KiO-y*+6B>b{Ik!5Xd-2yh{B0*0X=s7q!qA26CZ zK>@R%z_7A+iR_ID%)uZq4v#-DFt`Pk!~c`fmuI; zqh^7!)zP_GvH7EV2Ee>zY-fXi+9$y$QJNnW4&c>JSJ!Le1hV`CcKU>@6ZEW9dwcb{ z1*=$MNNzsid}mB>3=1vFAcJoApo(1V#wI2{RaM=}RZSC2AeB`OJg(ez#Z0Rh0?9cMC_{icxY5c8YdChd`T*m3PH#23fUk7Wb_ zNAF4>_vhL%0!TKAhx0Z*Bqlz75yVG_$4SbZF;4zllL$ehoRt+f@a%G&QRAP5U2lt2 z;~%0DH|KF^-}QayEibysTG~)U1oCbTn|G)in1|O+U7jis9?EW;_ZAiu?2z(Or}6(S z#i)v81Okz8&z>bmEip6&Vzf@KzcsNHDJduD6u z0m=`JtOu`xMk`YzOHOWkyt9LVQ?&!z@}*{N6i!VQJ5P&wRX_Vosc$?va`GU&trJqil3mpk=cKJ9dBK6dz@Dr^JZzgI4I z*qF6%&FM@0P6gSSYPx{{Gvbr}wHIyY$3|g9MEQfT zz`!M}bcPe&p$}v1y9kTySFaE50Zpkys@L3n-eY3@h||61iHSRx6U8{R!d~BydDtZ= zR0MJRktCfwXn~CTCNgS@i+vMTy9!wqM$0`d$BHv`+-nu*qt%NLk8yR^

Q6f>m#{ z{#De{G$u32z)u(#6-G}CsdAn7Z+3(@u(o-q)~H0jM|gWb1pDotrOqU0xL5io>V-hb z_G5VL@j^%DYH!Nc>_pBl3PCSmsqf1K%BW8%`4Qb3KGEn5mVi)hIYZp zTX;JA_A`q7#-M&$LBt5jI<_y}oGxJnM`M~&j@Bn>?iy4Gy3==h@oG2e4mqF!KPmk+Gc}nSg-6cdJRAA?Gj9^2feB^1s1C!|qZirJ04q z6Cke#YMiXUTMk4W4Qe4bn1#pn#uXH*LcsFDa0hzSXf!b`yRME7oCm8)k9-S`CpQ(A z(*hmb3UYjCb?-AM?Uk=*+5puhLz`!QV}pn>z1N+ZurqSvW~RB{KC-*Z{%DIHFkYA> z1<0HaHnYHC6wAqP^Z;9`0QWkHN=SJ7Jw_Y&M`g%%$61ax(C^RxxRIvpAHk$I>Hu&U zI9YOGG615F*%$>5do)hoFA74ng`Zodvc=KQ5py^A#~kVGFYTIM_xvi^)!hvR3n4nU z6IA4gRvK30Oehst+1c@);OFbmjgO7Z9oD;!jg48x0`F?rEW#Tg{o6q;BQN(#rh7(> zr{zU10V*WRax*T_F&SXvcxPwFHzYS#Z+&uU?{0SRd(R}8O0gD-NhpELKOe zI~@h5=_8_>S4Ul}pKez`ra)FI(Y3}u#&fn}<5QH2`w@bXfK zaa;xd^aPNn$xz&GmUv`M+{BAeQP1KzuQobye9&{HG&)kKs;WBZzJoD^G@jq=zA1nM z!D}Jnq5OQ^u6LRti-eG2dAuv(0GXJ*&4+ufu#jyN85!jz|M6( zXC(^4KDiukKI)1V7Zvu?8q?|5qJ(B}mXZ^l@>qH0j>aqE_i=o|U;u-qi=84h$=F&k zsw)~iv114Aq$^XE@_nz&9ZJhe>|5m^O=~VQnE{GaopUVdF%zA`yt)adK``d^4W9oz zh*m5^2K%Z+vVswG5@F?+&s$Rj!r|W@$lniQ!S6{DYAyYt0BOp!y9fYI%3W~QP;Dw2 znyk9IDa&eG4Go~5@iMwNC8Rqnn!s6gc~xg&(BhVOE)z9xD&=_*a)YPJgRzFx!6pMy{&>blMN_r#OQs^a2T$>B6N zsaiVom~$FMaA`&CK3P$6`!mIOYQACw_D{`gmGbkTIfD#a%thy_##Zb6`$exP9m&{9 zhnA+g|9&RyDao2$Wc;ej%E=jWVgMSS;_W${vGMWU8k+KEDx!9(7EaYRaLXeBX<%Sb zRqh-BW@WGx102qBpEbCoON`Oi69@|nYwE^o5@+sllL&Q&jFnnF039!+FI{r<^iRQC zLO%Vo%%|o5{tue88b1ti{>4Rz?C`}PFz76~FiPKLc#8dkmc7eS6S%ygfyhzf)d8v; ztUwQUiHeDttYGv2*`5P55TCzse2#-HN4LbEop}~Evx$p~^PRn+$mt(e{P&J*!Qa#u zq~zrARntRFdpXroSxjyJrWtcGsKRyYleoVoDmyT539r*arNpOGj>rg)R6RPy2r6<@BRoG1vsi~dynM7U^ Z_(&I(RNR?)i@mX^D61;-4fewSe*gp^j}QO= diff --git a/lecture.Rmd b/lecture.Rmd index 06fb3d2..51e0adb 100644 --- a/lecture.Rmd +++ b/lecture.Rmd @@ -10,8 +10,37 @@ output: editor_options: markdown: wrap: 72 + +# This is an ioslides presentation +# Present the html file by opening it in a web browser (e.g. Chrome) +# The presentation can be printed to PDF from the web browser +# +# Unfortunately: +# 1. The html presentation is fixed size, which means displaying it for screen +# sharing or projection can be a bit fiddly to get the slide to fill the +# view port (https://github.com/rstudio/rmarkdown/issues/185). +# 2. Even when the presentation is set to widescreen (16:9) the print to PDF +# aspect ratio is set to 4:3. +# +# Next time I will try to find a more modern presentation package that allows +# printing to PDF. --- +```{r LICENSE, include=FALSE} +# "Analogical Reasoning" (c) by Ross W. Gayler 2021 + +# This document is the source for the slides of the lecture +# "Analogical reasoning" presented 2021-10-06 as Module 6 of Neuroscience 299: +# Computing with High-Dimensional Vectors at the Redwood Center for Theoretical +# Neuroscience, University of California, Berkeley. +# https://redwood.berkeley.edu/courses/computing-with-high-dimensional-vectors +# +# This document is licensed under a Creative Commons Attribution 4.0 International License. +# +# You should have received a copy of the license along with this work. +# If not, see http://creativecommons.org/licenses/by/4.0/. +``` + ```{r setup, include=FALSE} knitr::opts_chunk$set(echo = FALSE) ``` diff --git a/lecture.pdf b/lecture.pdf index e502a81d12c785b34208b47e35e577cb4ccfc760..424725a2765d2f1d5c2451e3563ccd5aec8e96b7 100644 GIT binary patch delta 7111 zcmZu#2{=`2_x~ePMFTgPjuMrGJr6qEZlaW-2vPW&2T5pBp#;2K@gD&=%7$FIto zs`U{s#2sllv0~NbJJQ>g&k@RB-cEJQNF>hA3!q$@XSHe;tT~)Eae8-R`a+^RBtdJ; z2+4@UnN{5y`N*N_K~CG7%+(Z|ZSJebIoOE^r=(nk+~ky9)pytD*oqCfDS`HGWZg>R zy)l38Xs>xIt!OV-pJRz%aTA~|i7S7DL zvHNL-9hu-ZTV=MjkBNKejLLry&MN!Toipt#K36oIZFx~DRZ<_{oUh&?Hoa3A)IV%t zrQQLNtx?#v&R+iu$u%4OqpeH2l8zkgG0eX@PIu)d&U<^U)t?5@;%-SVr~8VoYm?M% z_s(0G#pR7j88YN_$+9@tLh5pt@WN)15M97Jbu4!lf`12OZ8NY*3Ha_f(hM0S==P^ ze9QUf+BXNxnjE?`x@6V;?&`~CRmT^+e`)^j-0EGOxtiU|Z(g(wydpBu8aXQJ#P!SM zD{kb9lvk%+^V4jj=}YtDDo5uRM?FukF8W|oXAya$BT;8>SpO&oAFo#jTSxdxO(XpL zwvkiw>}s~wzl-0U%x&Afa^Z<)a&4cbqFD3IP16{=nX{_xlNYV-`Iy_rMfdhRzFC^v z+u8HBXJc=V^|=dOD|Jkw-_QBdKIhEWFmVO0%dJk{X49!X@-Itq=8@jW?yWcT4El^- zGMWhbI+f0i@hx<{sZ=CgE(+5~Yred0|Gm|Doq5%NZR$7av;K=lYfAU%ouxgCChYW} z{B8scU#W6*W?XaN(v!t|T*BYFBs^EF{cy@HTvQXT8CE_jM`@{p)1v{iWYr4{Y|xbW zE;|vqkDJ!(l;^l^%VFb7)efKkuDrZ-l-Nqa1HD!@Wy7+`FFzC0V!a}_94UKOQ$Ba3 zld_M^{=r@okLGQT z{LBv_eTmNyR@c<3Ak^+DUeH z>e+V^o?I-wKVRm~soCXZ)F0~bX;0O2D|tOaS#w#u((+~TQKQh5;TyImmmOaha3n}2 zOEs%8Jyfa6*RfIdK*NZxUg2x2sgNDB@L=v=)`wrOB9HExY&`V*!qnEBF1-(a!;Uot zsOX)jzc=vxI!zz{d0pMgiDPLN&v|or)uMAZ@ELk>-VqLZdkpq)kJdZ3j@|B3tg^GI z1=jBgA zp1iXNHw&4WK$O&tFZBpFGfi8T_-0G9cEYp(|61KECl6c?eKM}JC>3onsE9Vo++}ST zv`9NMf763;=|yt}ZQ$x2ojOppO|zG&UXk20eW!M7&b5ZoF6JYioI+dzW~DejXnC4{ za_(BSsJLLIJwXqgb$x9f(~s)LbEO_<%;sfhcCFqJe5Lc0;RSq4o?B9e=eSa)AJ$-Y zp{&9?uJ$eXW0Hn_G0G)_N;&S=c_-)GqLP^8AjLcH zYVN&p_c5W=RMS<`{RU2dVHN3|edSf^zls-|{8jYMJM^B4%I`D!Y~Mps6)TXdl{xVd z+nW+@eJaqYX>ezz^xLg-reAQInE@AgxAe8mdaVZ0(tG0VQN42pG#pwp(ZMlVwXS`e zlE%Fj!|Ab$OYA?X8w5)AAMP#a>hE&(e8SGvvJXK+8zPqaBvqX69sg|qhw0+1XO3H& zGCh%&lqoB)b&a z6+FFm|A+PVt`=si+Ai)NYH<4N>I?SQ<2z?OT<#XwJa4PT+xkgHsSOIR8uhcjn7CT~ z`_NK`64Dh4|qQynQ^!?L)arNWgC9j@8`;It` zIb9hrwZLQG=E+?in!aRV*lbH;?6N-&t{*2|RybtC3&(cnb-_+%(E*|bE}NZ0?ed7r zoB!|94723WhDOuSj#|fM*=Bi1uAR|W_EskrUG*#u)IW8O9-&a)zT^0<58czwxK(|0 z-5+|H8#=-@GpDjFAX_u?cEL>P#?r)rxy$L@Gm&Skci{Wtvkkg#d+>nf zk7MKTr7!oDv|AzS?^Y)c%GRGXeaW3;@mS)q@w$<-P6W9-*&*ld#(6~@xQV`Al+;$U z-LEiYUxfAJLh7{2n>~6l?N^+Rb{30$Lk>(`wPTyl*n@hLThA^T68EuIJK6j8KO6sa zK9yoLR1KRvBUR~8=f>S?>k3HMGhYXsI4-^Ja(FKnlc=W+z03Ji| zh`?h6o?(TFwZmH{DUy^lTHko&5R4p#@SkDJhxG+745dkw#-wNTjpry)EG-oo7+Wi1 zl+*{jZApPL!?FZ)0Yj4%0?QZ*7_8y%VhE|Gp|SN46qnb*P@F($sUP^8B7sTw@oyTH z-ZeBHsfbY09{zU(ky?w4T@*1^x|x5IjP!xX*r^ZBGK_SL5s;vaG@O4EjP#ljutGDC z6&z(qM5;H8zm1W4@^74x?%>}PBfT}u*jb5W8L4PEZ-$XB2k#-I;1U9Sq&35hStSfu z)-(pEf#oUu8(7|83=Y$b^e+E9urhdr@kow_aUy7fK;^tcNeZP zqJ?@CC66gMOQS!W=YD0Fpjm{KyO37|UnC$IjRMnhGGLfN3D^jYf)OgGhmtgoF>?2D zptJ}Er)hyAfx$AC!3p_@QIh3_a%cJbC=^DJ(#W3>G@rQBfLZC+@n7k1bB%OjP8ptTn zTyStKNywwh0Yw@?Z#y6fuzDIQH`__hY<}C`HP{$}19rd}1Uf zsA}^6GfWatQG@$v;I%w5C&+}Z1gDnDrpX6`~5kdn-46KNQ(FVyV4E&QzAOn_R86Z&@EkL&v zpJE>WpYYQ-$>)Us{3fFr7*-mLO87$1?+EN5%^-p`h-Pr|w>skO16UYJ5DCqq&>+Hi zR%T&j7%+-pXBfa{urmzcd7&Q12oE!upd%OtG#P{p!%~8Q#jxNoqzAZ1P}D5K5Z_P$ z@&AOH1!;n#V^JE~4fv^n3p#?u5kYh;PUCPJvji@;aRK|_LVoDOUXz4?GFb`?c~}pu zNHDBmATTgmEG?`f02U|MiCKmfqQFuxErWpo`di)^en`O84|o}2p;`d4|Lx+x_CFv5 ze!~}n2?#}pAs7q8k0GE21$sD00DK>TQ*xZ*4t6VqVBy}z5YSFg?m)K-rWlZs0%WAI zql~pU3<2}O;C>8NenmrIulXfLD8pc`0+da{>;Pmm z+|3x+kYRSfz+wqn7mki11z(!L!U1h)fPQEU<~|^!q3Cb?(_q&W7-5CI!Z*gRlzbnoe8mYm5~LX3bwDWa`ib%3!88Jd0=5S- z5~eQ<;{fTxUV~+ffh!$sW6)Ou-UbPe4-5lzC^$=iB^N>q1GACmJ|6%7F*|S&6HoyL zHh736F^oY37vd;FL!=Ahz~S{1$jILpFWx@CeG0y_U|B#*@`SJ@z#zwJE1Wl*EZ!+^bBfjFm@& zL^4EZpj(m@=^(>3H1O7WT+jLT%kTSbt=6}O{~EuSZCm?v!%4cLETTjhwd=akxBqOG zilu$TQU$S8Q7lywOO?e^6|q!REbS|ns)?oQVrf6IR6{K7FP07vO9zUjgTzuzv2?Il zswI{V5le@PrP_H?osJ5g;_U29)~pTjTNI$aKJBHUPohD=%SisJtz&(_j9tr?J)3owtNW0l#uY}Sq)ViVoWMJP}9EgUg^Q`Pc{nAp;{#N)jCF@x*FPu0X7bvVxFOv;K~mhPhR zIMJeTZBHu~5v<@DXYHjlzd5pTu#R$u$F8-HriZSc-zJ_l=VSWKQ{|@7iC4w? zcf9?rs-wGUhxWLe1{0UB5)ZQOcbPlswcGsF{2PC(*LW;%!OhPrGgGff4jpw6&mS3O zH)Bi66Z@d{pJ>l2f-kDf7u*{J%Rtz3a2Mqp8&Q(7ABVHp;eePjb)2<~IjbtL?-2e_1Av z`eGL(4mlpZFRnJ(dZ^`0m(A{n4j;GwYmVmnj_k19tkQ<~klL;+`w@dir6?VBd!4*k z{Om~KJn#&xVbP;uona zEN-4P)lvOoa53NNVP@pS%QxE8r)XyeKIfP8Tf9+&*{2ZyZj=4oJKAS7P9Diw;I!G- zHS>LK>bu^+CDQ!!XBI|}OS(2K{(*KyfNA)H?1w4wV`{?toDNWS7a1EpRDVpRYT{!`7{XztCnyR-LipX^m$V)Iz%lyQl}9}|KsHQc-AOT@ob z`&_c+YgQigb%^X)9eurTjHmCK?gYop!R;H5{obkDVLldb*6m6-m0NwV!+e5-+qi$> z&f#un9qtkNe%tmK@;iryIc2vH`xGdz$J>0_A-4zBYOfvqOf$Wtx8vHvrsBvoAK!QL zQ4vu+?Ik4x1C8x$m3B52=|3vcf7N6>y?JV^&(S6Pbh|B+leBIhZ=Y!V)%V>k)jqDn z)GOzGt*?yR;F!93OIx3YmCQifxT@gArIjl$KJ1xNGdW(%>67ZUCL3DsSk2-d=SjOA zX}eo%OxLO$o3o`Qaz*e5QBL?9_oOxjqQlSh{nUFaG*Xgk`&3$4zKR>O?m6x?J$w3< zUQ_QKmemLSc{(^L^mvfyoaUFsXHM0t-SM6@GXX!HWU4>dra1f9CBm-u$dl9G-j1<2S7g@6Ss^)JJ)~HAy;hBYF0Rz=*A*?>L!jQzaR}UgPwumS;P~X!oBH zd)KjWoBs3CX#-c^R%Jqbn>C+nW$klQQFaUVRlIh6VvqlCgZOHj-eWN)J5~BRdaQ{j z4(A<+r{;{W`}q1|LYQ8Yc}w}3Rl!$|uW0KNW4=+R>#hBO*b$`C=vF_Qb!i(PPn$#9 z)@>W+HLdl6&hue!Ir8cIm<8%fGWvby{RiKXy03Ido4AbnrLN|W6Q#^^t2u?5;?^pU z%Zq6Xwlj#<>mG8sif`~-bvb-Y>M=d5M+KV|ROzRF>u~c^flB3CmpY3zQyqii-}}_P z$gL@O-f(Hn?0a`+y}XdvQ6J=EH=xgnP0J3RocwE9{)J&PTrITMF1(-DQ5)Gmd|c9u zkCcyo?t{8PEztwoip%pq_cNPIb42!Pap;JmTY6UgFOQyJ9-1z-`8V%8BIoSX^bjIl zeG`icROE$DTemGj>9Lsfyy67awyq_c|uF z{gJc%%TmAj-hcM1m|6SgQ{qaO@!d6cY4#Qy)&8xLaz5d@lis3tw<1R5&FWa(9Ol)L z>g~E9_H3918KCA=P}4Z8(vc>rLCDy!0$-Fd^;vi_U58J_{basPeNc zol~yXbvpEDS@~6;@rtodzJ6k5Ca$-t?}>fK-N)EOEmvwQo#)wb;l$F&;10d~ixsQ2 zR^M|pOH8ipx4O|`UBG$Qf${rY3vKHo+J`aA6Li+-I6vsyp4pk*{YqhAoKbm)AwRTy zpwGCA3mzSkn8i8nz94x~AGBwI>l7=u%<(O(vPJd1Ix;r+*0YcS5x?o`SXef;Jb2xb z;KaK_;E&UIfO}8g>$WGyGi{dBCBH>!wfSjN z>f4{3JH6Ou%cHXMxv9*{BMG_gA48d%JighwG39hkdvW@rwBX{=*IsM1WT&)d)!Y`{ zj!qcgD*422KXs%4OE|mA>g`P|T(@q_<$&&MlT`hidY9D2j{1=3zCWZm_&42W=RYOu z-qxHpuCBhLDeZ<+#bs9cQ!2N)vrZvC-$i{m$hCQccNxo)0-P7R|gce zC`%)Ddrcb`8Bl!K@rl_aWp@jG(c}-*uH5Yh9dtfV7AdS>=U;N~^Rm#ZAzqEI_FbSO zwjc2C_EPs)hr4u-?eu-Td)_Yv3m%)Mhg}^}RogwDckQ?5XoXf#N3UVP-lzGG9;v-H z%yUb-7$*Jj*s{p{%-*L3&Y`bms1})94iv_asPv6*vwo$lQS`<7UPfkPG^RE0;h5)d8(X`n){QOK zPcBzr=0)G>s(Kk&7Z-T%Q9*X;n(kn)`}@aknLB-r$BG4;8I0Zk@vojQW6aCDgDy_a z+o5Xq>{6s*(Wt)%9RAXfl{H&0$~17c<|6kmS=Ti3hCk$w(*{FE`V22yH}hVr^}~=` zq2Y{Min^7a4&!#X$lQB{L+-3f#cgG_F9WXMSGU*nFR3U#QLdeMKPGlx&J(o@-u~e$ zm#sHan&>ud=SVJSN5-x8bN;KAKXppgG)cAATYFpAwzV*d>kXim*3S4GZf-s*wymMw zx*)*ez$d-of6U>FEVdKrBMy)B59mI{jYz;kCagMZP@Mnbl8*oO(0xjk+WP%xT(3!- zsq&cc|9zf^vQy{*wMTh7lP;(2)-P~2ZCLHV+_d_t9%J%)gwg5qr-$yDl`}VG^VGvB zr3I~B8$wp}JyN&7GdXGZ!{fbM-#T>Ny*aCP?uq-wdB=wbU90+K3l|n(zvE78{N9#1 zSu@R67STzyOxe_7^#i<@F6&cf6qSBpg0XI2TNjT%VqD)1?5C;Z|NC&wUSmnJi)7am zQ?0n@`#NxR;po8`21g%`0USd(MsSSbm=r|cH}rD0z=DisM*PfFMibD1sdPAjZ(3 znjBv}^m4g*F)gb1VwQbfvmBEo1e56xbT46iG6TV9IiqEKG%Jq`&?r)X7A0Z`dH69N7%9X%0Gh%P6o3X16&k~#G~nYf z1O<_Z6A=gvqcDu)O!%K_Q3Ogjh_jq`5KWAsQF% z6N15qb2u6j3}yj^po&ohK?Ci-`2QHOpcZKsU>!#bU?n&X=>brR&}Zb!7-$&imJcV; zh@Wzc|2EqxoECTtNdG94e|7*07q(jphvGq$Py{C5=b_h91TM%0iU$;g&;b4dfeec( zp>Yu-Uv|*YaY7)ECeVfie9&%XA(r9)1Aa!*(WsDWUzUH)<5}Tl78g_m3`GJ(2F8_O zV6iZxQAarF=x8-@B9{6u3gG___&KOV)H@CX91yEHoD@_9M~DR8L5)xX#UvrOae;mu z<4CX@RYH-1mI;+8NKB4q(Dn_@A1WS|#|ZO?V{u-v5pygjM1iBxwhX-*M?0KsNTAs- z>&qB|AkhBV#Q(Sd0g*$d7z}8bfJoBdfB_0W(8&M8$58^sB*f%rWMKcpVWOh7jf-U6 z;%7z~AHe@p>BuSvXp|5cScZ^rLZ_h6_6;MJz0KsA3jgGbjyKGl3F_9qKVA zg9f>aiMW5z`e*;caSR%y95mn^2LDhc7!C^qDiEfV;4avQA_)5$CNGZ%C6tJgC(399 z+PQ#6p}hiV3|iaJTSaKE02(GlhNc)C+5dnM`WfmS%po*P7{eeh9WWZYvcM4*ramf< zC1LaVw)lMC|74fp-Gwr8kY55CB~${h5R^|=Ca65fIJ7)v_`?d0C;?oNWfTWKXrw3~ zbZWs}01HI{I)xydFpN18+5cqg8uCB@#h?R)5Qir@nuIvKThY+r@Guk@4cqq*dEfUx z9H)dG4vZEEguQ}8OOe0`bQuNbD0B^j%|P&g!Fib4BpN#c+(Ti7hnS!t!6Jq33jiP? p@EAZvHy_~RWG|<|vNZf>0>Z)zT~A^_n7ODyJ60b)+;O_oe*lTMiKhSn