diff --git a/LICENSE.txt b/LICENSE.txt new file mode 100644 index 0000000..d447b56 --- /dev/null +++ b/LICENSE.txt @@ -0,0 +1,63 @@ +Creative Commons Attribution 3.0 Unported +http://creativecommons.org/licenses/by/3.0/ + +License + +THE WORK (AS DEFINED BELOW) IS PROVIDED UNDER THE TERMS OF THIS CREATIVE COMMONS PUBLIC LICENSE ("CCPL" OR "LICENSE"). THE WORK IS PROTECTED BY COPYRIGHT AND/OR OTHER APPLICABLE LAW. ANY USE OF THE WORK OTHER THAN AS AUTHORIZED UNDER THIS LICENSE OR COPYRIGHT LAW IS PROHIBITED. + +BY EXERCISING ANY RIGHTS TO THE WORK PROVIDED HERE, YOU ACCEPT AND AGREE TO BE BOUND BY THE TERMS OF THIS LICENSE. TO THE EXTENT THIS LICENSE MAY BE CONSIDERED TO BE A CONTRACT, THE LICENSOR GRANTS YOU THE RIGHTS CONTAINED HERE IN CONSIDERATION OF YOUR ACCEPTANCE OF SUCH TERMS AND CONDITIONS. + +1. Definitions + + 1. "Adaptation" means a work based upon the Work, or upon the Work and other pre-existing works, such as a translation, adaptation, derivative work, arrangement of music or other alterations of a literary or artistic work, or phonogram or performance and includes cinematographic adaptations or any other form in which the Work may be recast, transformed, or adapted including in any form recognizably derived from the original, except that a work that constitutes a Collection will not be considered an Adaptation for the purpose of this License. For the avoidance of doubt, where the Work is a musical work, performance or phonogram, the synchronization of the Work in timed-relation with a moving image ("synching") will be considered an Adaptation for the purpose of this License. + 2. "Collection" means a collection of literary or artistic works, such as encyclopedias and anthologies, or performances, phonograms or broadcasts, or other works or subject matter other than works listed in Section 1(f) below, which, by reason of the selection and arrangement of their contents, constitute intellectual creations, in which the Work is included in its entirety in unmodified form along with one or more other contributions, each constituting separate and independent works in themselves, which together are assembled into a collective whole. A work that constitutes a Collection will not be considered an Adaptation (as defined above) for the purposes of this License. + 3. "Distribute" means to make available to the public the original and copies of the Work or Adaptation, as appropriate, through sale or other transfer of ownership. + 4. "Licensor" means the individual, individuals, entity or entities that offer(s) the Work under the terms of this License. + 5. "Original Author" means, in the case of a literary or artistic work, the individual, individuals, entity or entities who created the Work or if no individual or entity can be identified, the publisher; and in addition (i) in the case of a performance the actors, singers, musicians, dancers, and other persons who act, sing, deliver, declaim, play in, interpret or otherwise perform literary or artistic works or expressions of folklore; (ii) in the case of a phonogram the producer being the person or legal entity who first fixes the sounds of a performance or other sounds; and, (iii) in the case of broadcasts, the organization that transmits the broadcast. + 6. "Work" means the literary and/or artistic work offered under the terms of this License including without limitation any production in the literary, scientific and artistic domain, whatever may be the mode or form of its expression including digital form, such as a book, pamphlet and other writing; a lecture, address, sermon or other work of the same nature; a dramatic or dramatico-musical work; a choreographic work or entertainment in dumb show; a musical composition with or without words; a cinematographic work to which are assimilated works expressed by a process analogous to cinematography; a work of drawing, painting, architecture, sculpture, engraving or lithography; a photographic work to which are assimilated works expressed by a process analogous to photography; a work of applied art; an illustration, map, plan, sketch or three-dimensional work relative to geography, topography, architecture or science; a performance; a broadcast; a phonogram; a compilation of data to the extent it is protected as a copyrightable work; or a work performed by a variety or circus performer to the extent it is not otherwise considered a literary or artistic work. + 7. "You" means an individual or entity exercising rights under this License who has not previously violated the terms of this License with respect to the Work, or who has received express permission from the Licensor to exercise rights under this License despite a previous violation. + 8. "Publicly Perform" means to perform public recitations of the Work and to communicate to the public those public recitations, by any means or process, including by wire or wireless means or public digital performances; to make available to the public Works in such a way that members of the public may access these Works from a place and at a place individually chosen by them; to perform the Work to the public by any means or process and the communication to the public of the performances of the Work, including by public digital performance; to broadcast and rebroadcast the Work by any means including signs, sounds or images. + 9. "Reproduce" means to make copies of the Work by any means including without limitation by sound or visual recordings and the right of fixation and reproducing fixations of the Work, including storage of a protected performance or phonogram in digital form or other electronic medium. + +2. Fair Dealing Rights. Nothing in this License is intended to reduce, limit, or restrict any uses free from copyright or rights arising from limitations or exceptions that are provided for in connection with the copyright protection under copyright law or other applicable laws. + +3. License Grant. Subject to the terms and conditions of this License, Licensor hereby grants You a worldwide, royalty-free, non-exclusive, perpetual (for the duration of the applicable copyright) license to exercise the rights in the Work as stated below: + + 1. to Reproduce the Work, to incorporate the Work into one or more Collections, and to Reproduce the Work as incorporated in the Collections; + 2. to create and Reproduce Adaptations provided that any such Adaptation, including any translation in any medium, takes reasonable steps to clearly label, demarcate or otherwise identify that changes were made to the original Work. For example, a translation could be marked "The original work was translated from English to Spanish," or a modification could indicate "The original work has been modified."; + 3. to Distribute and Publicly Perform the Work including as incorporated in Collections; and, + 4. to Distribute and Publicly Perform Adaptations. + 5. + + For the avoidance of doubt: + 1. Non-waivable Compulsory License Schemes. In those jurisdictions in which the right to collect royalties through any statutory or compulsory licensing scheme cannot be waived, the Licensor reserves the exclusive right to collect such royalties for any exercise by You of the rights granted under this License; + 2. Waivable Compulsory License Schemes. In those jurisdictions in which the right to collect royalties through any statutory or compulsory licensing scheme can be waived, the Licensor waives the exclusive right to collect such royalties for any exercise by You of the rights granted under this License; and, + 3. Voluntary License Schemes. The Licensor waives the right to collect royalties, whether individually or, in the event that the Licensor is a member of a collecting society that administers voluntary licensing schemes, via that society, from any exercise by You of the rights granted under this License. + +The above rights may be exercised in all media and formats whether now known or hereafter devised. The above rights include the right to make such modifications as are technically necessary to exercise the rights in other media and formats. Subject to Section 8(f), all rights not expressly granted by Licensor are hereby reserved. + +4. Restrictions. The license granted in Section 3 above is expressly made subject to and limited by the following restrictions: + + 1. You may Distribute or Publicly Perform the Work only under the terms of this License. You must include a copy of, or the Uniform Resource Identifier (URI) for, this License with every copy of the Work You Distribute or Publicly Perform. You may not offer or impose any terms on the Work that restrict the terms of this License or the ability of the recipient of the Work to exercise the rights granted to that recipient under the terms of the License. You may not sublicense the Work. You must keep intact all notices that refer to this License and to the disclaimer of warranties with every copy of the Work You Distribute or Publicly Perform. When You Distribute or Publicly Perform the Work, You may not impose any effective technological measures on the Work that restrict the ability of a recipient of the Work from You to exercise the rights granted to that recipient under the terms of the License. This Section 4(a) applies to the Work as incorporated in a Collection, but this does not require the Collection apart from the Work itself to be made subject to the terms of this License. If You create a Collection, upon notice from any Licensor You must, to the extent practicable, remove from the Collection any credit as required by Section 4(b), as requested. If You create an Adaptation, upon notice from any Licensor You must, to the extent practicable, remove from the Adaptation any credit as required by Section 4(b), as requested. + 2. If You Distribute, or Publicly Perform the Work or any Adaptations or Collections, You must, unless a request has been made pursuant to Section 4(a), keep intact all copyright notices for the Work and provide, reasonable to the medium or means You are utilizing: (i) the name of the Original Author (or pseudonym, if applicable) if supplied, and/or if the Original Author and/or Licensor designate another party or parties (e.g., a sponsor institute, publishing entity, journal) for attribution ("Attribution Parties") in Licensor's copyright notice, terms of service or by other reasonable means, the name of such party or parties; (ii) the title of the Work if supplied; (iii) to the extent reasonably practicable, the URI, if any, that Licensor specifies to be associated with the Work, unless such URI does not refer to the copyright notice or licensing information for the Work; and (iv) , consistent with Section 3(b), in the case of an Adaptation, a credit identifying the use of the Work in the Adaptation (e.g., "French translation of the Work by Original Author," or "Screenplay based on original Work by Original Author"). The credit required by this Section 4 (b) may be implemented in any reasonable manner; provided, however, that in the case of a Adaptation or Collection, at a minimum such credit will appear, if a credit for all contributing authors of the Adaptation or Collection appears, then as part of these credits and in a manner at least as prominent as the credits for the other contributing authors. For the avoidance of doubt, You may only use the credit required by this Section for the purpose of attribution in the manner set out above and, by exercising Your rights under this License, You may not implicitly or explicitly assert or imply any connection with, sponsorship or endorsement by the Original Author, Licensor and/or Attribution Parties, as appropriate, of You or Your use of the Work, without the separate, express prior written permission of the Original Author, Licensor and/or Attribution Parties. + 3. Except as otherwise agreed in writing by the Licensor or as may be otherwise permitted by applicable law, if You Reproduce, Distribute or Publicly Perform the Work either by itself or as part of any Adaptations or Collections, You must not distort, mutilate, modify or take other derogatory action in relation to the Work which would be prejudicial to the Original Author's honor or reputation. Licensor agrees that in those jurisdictions (e.g. Japan), in which any exercise of the right granted in Section 3(b) of this License (the right to make Adaptations) would be deemed to be a distortion, mutilation, modification or other derogatory action prejudicial to the Original Author's honor and reputation, the Licensor will waive or not assert, as appropriate, this Section, to the fullest extent permitted by the applicable national law, to enable You to reasonably exercise Your right under Section 3(b) of this License (right to make Adaptations) but not otherwise. + +5. Representations, Warranties and Disclaimer + +UNLESS OTHERWISE MUTUALLY AGREED TO BY THE PARTIES IN WRITING, LICENSOR OFFERS THE WORK AS-IS AND MAKES NO REPRESENTATIONS OR WARRANTIES OF ANY KIND CONCERNING THE WORK, EXPRESS, IMPLIED, STATUTORY OR OTHERWISE, INCLUDING, WITHOUT LIMITATION, WARRANTIES OF TITLE, MERCHANTIBILITY, FITNESS FOR A PARTICULAR PURPOSE, NONINFRINGEMENT, OR THE ABSENCE OF LATENT OR OTHER DEFECTS, ACCURACY, OR THE PRESENCE OF ABSENCE OF ERRORS, WHETHER OR NOT DISCOVERABLE. SOME JURISDICTIONS DO NOT ALLOW THE EXCLUSION OF IMPLIED WARRANTIES, SO SUCH EXCLUSION MAY NOT APPLY TO YOU. + +6. Limitation on Liability. EXCEPT TO THE EXTENT REQUIRED BY APPLICABLE LAW, IN NO EVENT WILL LICENSOR BE LIABLE TO YOU ON ANY LEGAL THEORY FOR ANY SPECIAL, INCIDENTAL, CONSEQUENTIAL, PUNITIVE OR EXEMPLARY DAMAGES ARISING OUT OF THIS LICENSE OR THE USE OF THE WORK, EVEN IF LICENSOR HAS BEEN ADVISED OF THE POSSIBILITY OF SUCH DAMAGES. + +7. Termination + + 1. This License and the rights granted hereunder will terminate automatically upon any breach by You of the terms of this License. Individuals or entities who have received Adaptations or Collections from You under this License, however, will not have their licenses terminated provided such individuals or entities remain in full compliance with those licenses. Sections 1, 2, 5, 6, 7, and 8 will survive any termination of this License. + 2. Subject to the above terms and conditions, the license granted here is perpetual (for the duration of the applicable copyright in the Work). Notwithstanding the above, Licensor reserves the right to release the Work under different license terms or to stop distributing the Work at any time; provided, however that any such election will not serve to withdraw this License (or any other license that has been, or is required to be, granted under the terms of this License), and this License will continue in full force and effect unless terminated as stated above. + +8. Miscellaneous + + 1. Each time You Distribute or Publicly Perform the Work or a Collection, the Licensor offers to the recipient a license to the Work on the same terms and conditions as the license granted to You under this License. + 2. Each time You Distribute or Publicly Perform an Adaptation, Licensor offers to the recipient a license to the original Work on the same terms and conditions as the license granted to You under this License. + 3. If any provision of this License is invalid or unenforceable under applicable law, it shall not affect the validity or enforceability of the remainder of the terms of this License, and without further action by the parties to this agreement, such provision shall be reformed to the minimum extent necessary to make such provision valid and enforceable. + 4. No term or provision of this License shall be deemed waived and no breach consented to unless such waiver or consent shall be in writing and signed by the party to be charged with such waiver or consent. + 5. This License constitutes the entire agreement between the parties with respect to the Work licensed here. There are no understandings, agreements or representations with respect to the Work not specified here. Licensor shall not be bound by any additional provisions that may appear in any communication from You. This License may not be modified without the mutual written agreement of the Licensor and You. + 6. The rights granted under, and the subject matter referenced, in this License were drafted utilizing the terminology of the Berne Convention for the Protection of Literary and Artistic Works (as amended on September 28, 1979), the Rome Convention of 1961, the WIPO Copyright Treaty of 1996, the WIPO Performances and Phonograms Treaty of 1996 and the Universal Copyright Convention (as revised on July 24, 1971). These rights and subject matter take effect in the relevant jurisdiction in which the License terms are sought to be enforced according to the corresponding provisions of the implementation of those treaty provisions in the applicable national law. If the standard suite of rights granted under applicable copyright law includes additional rights not granted under this License, such additional rights are deemed to be included in the License; this License is not intended to restrict the license of any rights under applicable law. diff --git a/README.md b/README.md deleted file mode 100644 index c53707b..0000000 --- a/README.md +++ /dev/null @@ -1,93 +0,0 @@ -# The Minimal theme - -[![Build Status](https://travis-ci.org/pages-themes/minimal.svg?branch=master)](https://travis-ci.org/pages-themes/minimal) [![Gem Version](https://badge.fury.io/rb/jekyll-theme-minimal.svg)](https://badge.fury.io/rb/jekyll-theme-minimal) - -*Minimal is a Jekyll theme for GitHub Pages. You can [preview the theme to see what it looks like](http://pages-themes.github.io/minimal), or even [use it today](#usage).* - -![Thumbnail of minimal](thumbnail.png) - -## Usage - -To use the Minimal theme: - -1. Add the following to your site's `_config.yml`: - - ```yml - theme: jekyll-theme-minimal - ``` - -2. Optionally, if you'd like to preview your site on your computer, add the following to your site's `Gemfile`: - - ```ruby - gem "github-pages", group: :jekyll_plugins - ``` - - - -## Customizing - -### Configuration variables - -Minimal will respect the following variables, if set in your site's `_config.yml`: - -```yml -title: [The title of your site] -description: [A short description of your site's purpose] -``` - -Additionally, you may choose to set the following optional variables: - -```yml -logo: [Location of the logo] -show_downloads: ["true" or "false" to indicate whether to provide a download URL] -google_analytics: [Your Google Analytics tracking ID] -``` - -### Stylesheet - -If you'd like to add your own custom styles: - -1. Create a file called `/assets/css/style.scss` in your site -2. Add the following content to the top of the file, exactly as shown: - ```scss - --- - --- - - @import "{{ site.theme }}"; - ``` -3. Add any custom CSS (or Sass, including imports) you'd like immediately after the `@import` line - -### Layouts - -If you'd like to change the theme's HTML layout: - -1. [Copy the original template](https://github.com/pages-themes/minimal/blob/master/_layouts/default.html) from the theme's repository
(*Pro-tip: click "raw" to make copying easier*) -2. Create a file called `/_layouts/default.html` in your site -3. Paste the default layout content copied in the first step -4. Customize the layout as you'd like - -## Roadmap - -See the [open issues](https://github.com/pages-themes/minimal/issues) for a list of proposed features (and known issues). - -## Project philosophy - -The Minimal theme is intended to make it quick and easy for GitHub Pages users to create their first (or 100th) website. The theme should meet the vast majority of users' needs out of the box, erring on the side of simplicity rather than flexibility, and provide users the opportunity to opt-in to additional complexity if they have specific needs or wish to further customize their experience (such as adding custom CSS or modifying the default layout). It should also look great, but that goes without saying. - -## Contributing - -Interested in contributing to Minimal? We'd love your help. Minimal is an open source project, built one contribution at a time by users like you. See [the CONTRIBUTING file](docs/CONTRIBUTING.md) for instructions on how to contribute. - -### Previewing the theme locally - -If you'd like to preview the theme locally (for example, in the process of proposing a change): - -1. Clone down the theme's repository (`git clone https://github.com/pages-themes/minimal`) -2. `cd` into the theme's directory -3. Run `script/bootstrap` to install the necessary dependencies -4. Run `bundle exec jekyll serve` to start the preview server -5. Visit [`localhost:4000`](http://localhost:4000) in your browser to preview the theme - -### Running tests - -The theme contains a minimal test suite, to ensure a site with the theme would build successfully. To run the tests, simply run `script/cibuild`. You'll need to run `script/bootstrap` one before the test script will work. diff --git a/README.txt b/README.txt new file mode 100644 index 0000000..aba558f --- /dev/null +++ b/README.txt @@ -0,0 +1,32 @@ +Massively by HTML5 UP +html5up.net | @ajlkn +Free for personal and commercial use under the CCA 3.0 license (html5up.net/license) + + +This is Massively, a text-heavy, article-oriented design built around a huge background +image (with a new parallax implementation I'm testing) and scroll effects (powered by +Scrollex). A *slight* departure from all the one-pagers I've been doing lately, but one +that fulfills a few user requests and makes use of some new techniques I've been wanting +to try out. Enjoy it :) + +Demo images* courtesy of Unsplash, a radtastic collection of CC0 (public domain) images +you can use for pretty much whatever. + +(* = not included) + +AJ +aj@lkn.io | @ajlkn + + +Credits: + + Demo Images: + Unsplash (unsplash.com) + + Icons: + Font Awesome (fontawesome.io) + + Other: + jQuery (jquery.com) + Scrollex (github.com/ajlkn/jquery.scrollex) + Responsive Tools (github.com/ajlkn/responsive-tools) \ No newline at end of file diff --git a/assets/css/fontawesome-all.min.css b/assets/css/fontawesome-all.min.css new file mode 100644 index 0000000..b7d052b --- /dev/null +++ b/assets/css/fontawesome-all.min.css @@ -0,0 +1,5 @@ +/*! + * Font Awesome Free 5.9.0 by @fontawesome - https://fontawesome.com + * License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) + */ +.fa,.fab,.fal,.far,.fas{-moz-osx-font-smoothing:grayscale;-webkit-font-smoothing:antialiased;display:inline-block;font-style:normal;font-variant:normal;text-rendering:auto;line-height:1}.fa-lg{font-size:1.33333em;line-height:.75em;vertical-align:-.0667em}.fa-xs{font-size:.75em}.fa-sm{font-size:.875em}.fa-1x{font-size:1em}.fa-2x{font-size:2em}.fa-3x{font-size:3em}.fa-4x{font-size:4em}.fa-5x{font-size:5em}.fa-6x{font-size:6em}.fa-7x{font-size:7em}.fa-8x{font-size:8em}.fa-9x{font-size:9em}.fa-10x{font-size:10em}.fa-fw{text-align:center;width:1.25em}.fa-ul{list-style-type:none;margin-left:2.5em;padding-left:0}.fa-ul>li{position:relative}.fa-li{left:-2em;position:absolute;text-align:center;width:2em;line-height:inherit}.fa-border{border:.08em solid #eee;border-radius:.1em;padding:.2em .25em .15em}.fa-pull-left{float:left}.fa-pull-right{float:right}.fa.fa-pull-left,.fab.fa-pull-left,.fal.fa-pull-left,.far.fa-pull-left,.fas.fa-pull-left{margin-right:.3em}.fa.fa-pull-right,.fab.fa-pull-right,.fal.fa-pull-right,.far.fa-pull-right,.fas.fa-pull-right{margin-left:.3em}.fa-spin{animation:fa-spin 2s infinite linear}.fa-pulse{animation:fa-spin 1s infinite steps(8)}@keyframes fa-spin{0%{transform:rotate(0deg)}to{transform:rotate(1turn)}}.fa-rotate-90{-ms-filter:"progid:DXImageTransform.Microsoft.BasicImage(rotation=1)";transform:rotate(90deg)}.fa-rotate-180{-ms-filter:"progid:DXImageTransform.Microsoft.BasicImage(rotation=2)";transform:rotate(180deg)}.fa-rotate-270{-ms-filter:"progid:DXImageTransform.Microsoft.BasicImage(rotation=3)";transform:rotate(270deg)}.fa-flip-horizontal{-ms-filter:"progid:DXImageTransform.Microsoft.BasicImage(rotation=0, mirror=1)";transform:scaleX(-1)}.fa-flip-vertical{transform:scaleY(-1)}.fa-flip-both,.fa-flip-horizontal.fa-flip-vertical,.fa-flip-vertical{-ms-filter:"progid:DXImageTransform.Microsoft.BasicImage(rotation=2, mirror=1)"}.fa-flip-both,.fa-flip-horizontal.fa-flip-vertical{transform:scale(-1)}:root .fa-flip-both,:root .fa-flip-horizontal,:root .fa-flip-vertical,:root .fa-rotate-90,:root .fa-rotate-180,:root .fa-rotate-270{filter:none}.fa-stack{display:inline-block;height:2em;line-height:2em;position:relative;vertical-align:middle;width:2.5em}.fa-stack-1x,.fa-stack-2x{left:0;position:absolute;text-align:center;width:100%}.fa-stack-1x{line-height:inherit}.fa-stack-2x{font-size:2em}.fa-inverse{color:#fff}.fa-500px:before{content:"\f26e"}.fa-accessible-icon:before{content:"\f368"}.fa-accusoft:before{content:"\f369"}.fa-acquisitions-incorporated:before{content:"\f6af"}.fa-ad:before{content:"\f641"}.fa-address-book:before{content:"\f2b9"}.fa-address-card:before{content:"\f2bb"}.fa-adjust:before{content:"\f042"}.fa-adn:before{content:"\f170"}.fa-adobe:before{content:"\f778"}.fa-adversal:before{content:"\f36a"}.fa-affiliatetheme:before{content:"\f36b"}.fa-air-freshener:before{content:"\f5d0"}.fa-airbnb:before{content:"\f834"}.fa-algolia:before{content:"\f36c"}.fa-align-center:before{content:"\f037"}.fa-align-justify:before{content:"\f039"}.fa-align-left:before{content:"\f036"}.fa-align-right:before{content:"\f038"}.fa-alipay:before{content:"\f642"}.fa-allergies:before{content:"\f461"}.fa-amazon:before{content:"\f270"}.fa-amazon-pay:before{content:"\f42c"}.fa-ambulance:before{content:"\f0f9"}.fa-american-sign-language-interpreting:before{content:"\f2a3"}.fa-amilia:before{content:"\f36d"}.fa-anchor:before{content:"\f13d"}.fa-android:before{content:"\f17b"}.fa-angellist:before{content:"\f209"}.fa-angle-double-down:before{content:"\f103"}.fa-angle-double-left:before{content:"\f100"}.fa-angle-double-right:before{content:"\f101"}.fa-angle-double-up:before{content:"\f102"}.fa-angle-down:before{content:"\f107"}.fa-angle-left:before{content:"\f104"}.fa-angle-right:before{content:"\f105"}.fa-angle-up:before{content:"\f106"}.fa-angry:before{content:"\f556"}.fa-angrycreative:before{content:"\f36e"}.fa-angular:before{content:"\f420"}.fa-ankh:before{content:"\f644"}.fa-app-store:before{content:"\f36f"}.fa-app-store-ios:before{content:"\f370"}.fa-apper:before{content:"\f371"}.fa-apple:before{content:"\f179"}.fa-apple-alt:before{content:"\f5d1"}.fa-apple-pay:before{content:"\f415"}.fa-archive:before{content:"\f187"}.fa-archway:before{content:"\f557"}.fa-arrow-alt-circle-down:before{content:"\f358"}.fa-arrow-alt-circle-left:before{content:"\f359"}.fa-arrow-alt-circle-right:before{content:"\f35a"}.fa-arrow-alt-circle-up:before{content:"\f35b"}.fa-arrow-circle-down:before{content:"\f0ab"}.fa-arrow-circle-left:before{content:"\f0a8"}.fa-arrow-circle-right:before{content:"\f0a9"}.fa-arrow-circle-up:before{content:"\f0aa"}.fa-arrow-down:before{content:"\f063"}.fa-arrow-left:before{content:"\f060"}.fa-arrow-right:before{content:"\f061"}.fa-arrow-up:before{content:"\f062"}.fa-arrows-alt:before{content:"\f0b2"}.fa-arrows-alt-h:before{content:"\f337"}.fa-arrows-alt-v:before{content:"\f338"}.fa-artstation:before{content:"\f77a"}.fa-assistive-listening-systems:before{content:"\f2a2"}.fa-asterisk:before{content:"\f069"}.fa-asymmetrik:before{content:"\f372"}.fa-at:before{content:"\f1fa"}.fa-atlas:before{content:"\f558"}.fa-atlassian:before{content:"\f77b"}.fa-atom:before{content:"\f5d2"}.fa-audible:before{content:"\f373"}.fa-audio-description:before{content:"\f29e"}.fa-autoprefixer:before{content:"\f41c"}.fa-avianex:before{content:"\f374"}.fa-aviato:before{content:"\f421"}.fa-award:before{content:"\f559"}.fa-aws:before{content:"\f375"}.fa-baby:before{content:"\f77c"}.fa-baby-carriage:before{content:"\f77d"}.fa-backspace:before{content:"\f55a"}.fa-backward:before{content:"\f04a"}.fa-bacon:before{content:"\f7e5"}.fa-balance-scale:before{content:"\f24e"}.fa-balance-scale-left:before{content:"\f515"}.fa-balance-scale-right:before{content:"\f516"}.fa-ban:before{content:"\f05e"}.fa-band-aid:before{content:"\f462"}.fa-bandcamp:before{content:"\f2d5"}.fa-barcode:before{content:"\f02a"}.fa-bars:before{content:"\f0c9"}.fa-baseball-ball:before{content:"\f433"}.fa-basketball-ball:before{content:"\f434"}.fa-bath:before{content:"\f2cd"}.fa-battery-empty:before{content:"\f244"}.fa-battery-full:before{content:"\f240"}.fa-battery-half:before{content:"\f242"}.fa-battery-quarter:before{content:"\f243"}.fa-battery-three-quarters:before{content:"\f241"}.fa-battle-net:before{content:"\f835"}.fa-bed:before{content:"\f236"}.fa-beer:before{content:"\f0fc"}.fa-behance:before{content:"\f1b4"}.fa-behance-square:before{content:"\f1b5"}.fa-bell:before{content:"\f0f3"}.fa-bell-slash:before{content:"\f1f6"}.fa-bezier-curve:before{content:"\f55b"}.fa-bible:before{content:"\f647"}.fa-bicycle:before{content:"\f206"}.fa-biking:before{content:"\f84a"}.fa-bimobject:before{content:"\f378"}.fa-binoculars:before{content:"\f1e5"}.fa-biohazard:before{content:"\f780"}.fa-birthday-cake:before{content:"\f1fd"}.fa-bitbucket:before{content:"\f171"}.fa-bitcoin:before{content:"\f379"}.fa-bity:before{content:"\f37a"}.fa-black-tie:before{content:"\f27e"}.fa-blackberry:before{content:"\f37b"}.fa-blender:before{content:"\f517"}.fa-blender-phone:before{content:"\f6b6"}.fa-blind:before{content:"\f29d"}.fa-blog:before{content:"\f781"}.fa-blogger:before{content:"\f37c"}.fa-blogger-b:before{content:"\f37d"}.fa-bluetooth:before{content:"\f293"}.fa-bluetooth-b:before{content:"\f294"}.fa-bold:before{content:"\f032"}.fa-bolt:before{content:"\f0e7"}.fa-bomb:before{content:"\f1e2"}.fa-bone:before{content:"\f5d7"}.fa-bong:before{content:"\f55c"}.fa-book:before{content:"\f02d"}.fa-book-dead:before{content:"\f6b7"}.fa-book-medical:before{content:"\f7e6"}.fa-book-open:before{content:"\f518"}.fa-book-reader:before{content:"\f5da"}.fa-bookmark:before{content:"\f02e"}.fa-bootstrap:before{content:"\f836"}.fa-border-all:before{content:"\f84c"}.fa-border-none:before{content:"\f850"}.fa-border-style:before{content:"\f853"}.fa-bowling-ball:before{content:"\f436"}.fa-box:before{content:"\f466"}.fa-box-open:before{content:"\f49e"}.fa-boxes:before{content:"\f468"}.fa-braille:before{content:"\f2a1"}.fa-brain:before{content:"\f5dc"}.fa-bread-slice:before{content:"\f7ec"}.fa-briefcase:before{content:"\f0b1"}.fa-briefcase-medical:before{content:"\f469"}.fa-broadcast-tower:before{content:"\f519"}.fa-broom:before{content:"\f51a"}.fa-brush:before{content:"\f55d"}.fa-btc:before{content:"\f15a"}.fa-buffer:before{content:"\f837"}.fa-bug:before{content:"\f188"}.fa-building:before{content:"\f1ad"}.fa-bullhorn:before{content:"\f0a1"}.fa-bullseye:before{content:"\f140"}.fa-burn:before{content:"\f46a"}.fa-buromobelexperte:before{content:"\f37f"}.fa-bus:before{content:"\f207"}.fa-bus-alt:before{content:"\f55e"}.fa-business-time:before{content:"\f64a"}.fa-buysellads:before{content:"\f20d"}.fa-calculator:before{content:"\f1ec"}.fa-calendar:before{content:"\f133"}.fa-calendar-alt:before{content:"\f073"}.fa-calendar-check:before{content:"\f274"}.fa-calendar-day:before{content:"\f783"}.fa-calendar-minus:before{content:"\f272"}.fa-calendar-plus:before{content:"\f271"}.fa-calendar-times:before{content:"\f273"}.fa-calendar-week:before{content:"\f784"}.fa-camera:before{content:"\f030"}.fa-camera-retro:before{content:"\f083"}.fa-campground:before{content:"\f6bb"}.fa-canadian-maple-leaf:before{content:"\f785"}.fa-candy-cane:before{content:"\f786"}.fa-cannabis:before{content:"\f55f"}.fa-capsules:before{content:"\f46b"}.fa-car:before{content:"\f1b9"}.fa-car-alt:before{content:"\f5de"}.fa-car-battery:before{content:"\f5df"}.fa-car-crash:before{content:"\f5e1"}.fa-car-side:before{content:"\f5e4"}.fa-caret-down:before{content:"\f0d7"}.fa-caret-left:before{content:"\f0d9"}.fa-caret-right:before{content:"\f0da"}.fa-caret-square-down:before{content:"\f150"}.fa-caret-square-left:before{content:"\f191"}.fa-caret-square-right:before{content:"\f152"}.fa-caret-square-up:before{content:"\f151"}.fa-caret-up:before{content:"\f0d8"}.fa-carrot:before{content:"\f787"}.fa-cart-arrow-down:before{content:"\f218"}.fa-cart-plus:before{content:"\f217"}.fa-cash-register:before{content:"\f788"}.fa-cat:before{content:"\f6be"}.fa-cc-amazon-pay:before{content:"\f42d"}.fa-cc-amex:before{content:"\f1f3"}.fa-cc-apple-pay:before{content:"\f416"}.fa-cc-diners-club:before{content:"\f24c"}.fa-cc-discover:before{content:"\f1f2"}.fa-cc-jcb:before{content:"\f24b"}.fa-cc-mastercard:before{content:"\f1f1"}.fa-cc-paypal:before{content:"\f1f4"}.fa-cc-stripe:before{content:"\f1f5"}.fa-cc-visa:before{content:"\f1f0"}.fa-centercode:before{content:"\f380"}.fa-centos:before{content:"\f789"}.fa-certificate:before{content:"\f0a3"}.fa-chair:before{content:"\f6c0"}.fa-chalkboard:before{content:"\f51b"}.fa-chalkboard-teacher:before{content:"\f51c"}.fa-charging-station:before{content:"\f5e7"}.fa-chart-area:before{content:"\f1fe"}.fa-chart-bar:before{content:"\f080"}.fa-chart-line:before{content:"\f201"}.fa-chart-pie:before{content:"\f200"}.fa-check:before{content:"\f00c"}.fa-check-circle:before{content:"\f058"}.fa-check-double:before{content:"\f560"}.fa-check-square:before{content:"\f14a"}.fa-cheese:before{content:"\f7ef"}.fa-chess:before{content:"\f439"}.fa-chess-bishop:before{content:"\f43a"}.fa-chess-board:before{content:"\f43c"}.fa-chess-king:before{content:"\f43f"}.fa-chess-knight:before{content:"\f441"}.fa-chess-pawn:before{content:"\f443"}.fa-chess-queen:before{content:"\f445"}.fa-chess-rook:before{content:"\f447"}.fa-chevron-circle-down:before{content:"\f13a"}.fa-chevron-circle-left:before{content:"\f137"}.fa-chevron-circle-right:before{content:"\f138"}.fa-chevron-circle-up:before{content:"\f139"}.fa-chevron-down:before{content:"\f078"}.fa-chevron-left:before{content:"\f053"}.fa-chevron-right:before{content:"\f054"}.fa-chevron-up:before{content:"\f077"}.fa-child:before{content:"\f1ae"}.fa-chrome:before{content:"\f268"}.fa-chromecast:before{content:"\f838"}.fa-church:before{content:"\f51d"}.fa-circle:before{content:"\f111"}.fa-circle-notch:before{content:"\f1ce"}.fa-city:before{content:"\f64f"}.fa-clinic-medical:before{content:"\f7f2"}.fa-clipboard:before{content:"\f328"}.fa-clipboard-check:before{content:"\f46c"}.fa-clipboard-list:before{content:"\f46d"}.fa-clock:before{content:"\f017"}.fa-clone:before{content:"\f24d"}.fa-closed-captioning:before{content:"\f20a"}.fa-cloud:before{content:"\f0c2"}.fa-cloud-download-alt:before{content:"\f381"}.fa-cloud-meatball:before{content:"\f73b"}.fa-cloud-moon:before{content:"\f6c3"}.fa-cloud-moon-rain:before{content:"\f73c"}.fa-cloud-rain:before{content:"\f73d"}.fa-cloud-showers-heavy:before{content:"\f740"}.fa-cloud-sun:before{content:"\f6c4"}.fa-cloud-sun-rain:before{content:"\f743"}.fa-cloud-upload-alt:before{content:"\f382"}.fa-cloudscale:before{content:"\f383"}.fa-cloudsmith:before{content:"\f384"}.fa-cloudversify:before{content:"\f385"}.fa-cocktail:before{content:"\f561"}.fa-code:before{content:"\f121"}.fa-code-branch:before{content:"\f126"}.fa-codepen:before{content:"\f1cb"}.fa-codiepie:before{content:"\f284"}.fa-coffee:before{content:"\f0f4"}.fa-cog:before{content:"\f013"}.fa-cogs:before{content:"\f085"}.fa-coins:before{content:"\f51e"}.fa-columns:before{content:"\f0db"}.fa-comment:before{content:"\f075"}.fa-comment-alt:before{content:"\f27a"}.fa-comment-dollar:before{content:"\f651"}.fa-comment-dots:before{content:"\f4ad"}.fa-comment-medical:before{content:"\f7f5"}.fa-comment-slash:before{content:"\f4b3"}.fa-comments:before{content:"\f086"}.fa-comments-dollar:before{content:"\f653"}.fa-compact-disc:before{content:"\f51f"}.fa-compass:before{content:"\f14e"}.fa-compress:before{content:"\f066"}.fa-compress-arrows-alt:before{content:"\f78c"}.fa-concierge-bell:before{content:"\f562"}.fa-confluence:before{content:"\f78d"}.fa-connectdevelop:before{content:"\f20e"}.fa-contao:before{content:"\f26d"}.fa-cookie:before{content:"\f563"}.fa-cookie-bite:before{content:"\f564"}.fa-copy:before{content:"\f0c5"}.fa-copyright:before{content:"\f1f9"}.fa-couch:before{content:"\f4b8"}.fa-cpanel:before{content:"\f388"}.fa-creative-commons:before{content:"\f25e"}.fa-creative-commons-by:before{content:"\f4e7"}.fa-creative-commons-nc:before{content:"\f4e8"}.fa-creative-commons-nc-eu:before{content:"\f4e9"}.fa-creative-commons-nc-jp:before{content:"\f4ea"}.fa-creative-commons-nd:before{content:"\f4eb"}.fa-creative-commons-pd:before{content:"\f4ec"}.fa-creative-commons-pd-alt:before{content:"\f4ed"}.fa-creative-commons-remix:before{content:"\f4ee"}.fa-creative-commons-sa:before{content:"\f4ef"}.fa-creative-commons-sampling:before{content:"\f4f0"}.fa-creative-commons-sampling-plus:before{content:"\f4f1"}.fa-creative-commons-share:before{content:"\f4f2"}.fa-creative-commons-zero:before{content:"\f4f3"}.fa-credit-card:before{content:"\f09d"}.fa-critical-role:before{content:"\f6c9"}.fa-crop:before{content:"\f125"}.fa-crop-alt:before{content:"\f565"}.fa-cross:before{content:"\f654"}.fa-crosshairs:before{content:"\f05b"}.fa-crow:before{content:"\f520"}.fa-crown:before{content:"\f521"}.fa-crutch:before{content:"\f7f7"}.fa-css3:before{content:"\f13c"}.fa-css3-alt:before{content:"\f38b"}.fa-cube:before{content:"\f1b2"}.fa-cubes:before{content:"\f1b3"}.fa-cut:before{content:"\f0c4"}.fa-cuttlefish:before{content:"\f38c"}.fa-d-and-d:before{content:"\f38d"}.fa-d-and-d-beyond:before{content:"\f6ca"}.fa-dashcube:before{content:"\f210"}.fa-database:before{content:"\f1c0"}.fa-deaf:before{content:"\f2a4"}.fa-delicious:before{content:"\f1a5"}.fa-democrat:before{content:"\f747"}.fa-deploydog:before{content:"\f38e"}.fa-deskpro:before{content:"\f38f"}.fa-desktop:before{content:"\f108"}.fa-dev:before{content:"\f6cc"}.fa-deviantart:before{content:"\f1bd"}.fa-dharmachakra:before{content:"\f655"}.fa-dhl:before{content:"\f790"}.fa-diagnoses:before{content:"\f470"}.fa-diaspora:before{content:"\f791"}.fa-dice:before{content:"\f522"}.fa-dice-d20:before{content:"\f6cf"}.fa-dice-d6:before{content:"\f6d1"}.fa-dice-five:before{content:"\f523"}.fa-dice-four:before{content:"\f524"}.fa-dice-one:before{content:"\f525"}.fa-dice-six:before{content:"\f526"}.fa-dice-three:before{content:"\f527"}.fa-dice-two:before{content:"\f528"}.fa-digg:before{content:"\f1a6"}.fa-digital-ocean:before{content:"\f391"}.fa-digital-tachograph:before{content:"\f566"}.fa-directions:before{content:"\f5eb"}.fa-discord:before{content:"\f392"}.fa-discourse:before{content:"\f393"}.fa-divide:before{content:"\f529"}.fa-dizzy:before{content:"\f567"}.fa-dna:before{content:"\f471"}.fa-dochub:before{content:"\f394"}.fa-docker:before{content:"\f395"}.fa-dog:before{content:"\f6d3"}.fa-dollar-sign:before{content:"\f155"}.fa-dolly:before{content:"\f472"}.fa-dolly-flatbed:before{content:"\f474"}.fa-donate:before{content:"\f4b9"}.fa-door-closed:before{content:"\f52a"}.fa-door-open:before{content:"\f52b"}.fa-dot-circle:before{content:"\f192"}.fa-dove:before{content:"\f4ba"}.fa-download:before{content:"\f019"}.fa-draft2digital:before{content:"\f396"}.fa-drafting-compass:before{content:"\f568"}.fa-dragon:before{content:"\f6d5"}.fa-draw-polygon:before{content:"\f5ee"}.fa-dribbble:before{content:"\f17d"}.fa-dribbble-square:before{content:"\f397"}.fa-dropbox:before{content:"\f16b"}.fa-drum:before{content:"\f569"}.fa-drum-steelpan:before{content:"\f56a"}.fa-drumstick-bite:before{content:"\f6d7"}.fa-drupal:before{content:"\f1a9"}.fa-dumbbell:before{content:"\f44b"}.fa-dumpster:before{content:"\f793"}.fa-dumpster-fire:before{content:"\f794"}.fa-dungeon:before{content:"\f6d9"}.fa-dyalog:before{content:"\f399"}.fa-earlybirds:before{content:"\f39a"}.fa-ebay:before{content:"\f4f4"}.fa-edge:before{content:"\f282"}.fa-edit:before{content:"\f044"}.fa-egg:before{content:"\f7fb"}.fa-eject:before{content:"\f052"}.fa-elementor:before{content:"\f430"}.fa-ellipsis-h:before{content:"\f141"}.fa-ellipsis-v:before{content:"\f142"}.fa-ello:before{content:"\f5f1"}.fa-ember:before{content:"\f423"}.fa-empire:before{content:"\f1d1"}.fa-envelope:before{content:"\f0e0"}.fa-envelope-open:before{content:"\f2b6"}.fa-envelope-open-text:before{content:"\f658"}.fa-envelope-square:before{content:"\f199"}.fa-envira:before{content:"\f299"}.fa-equals:before{content:"\f52c"}.fa-eraser:before{content:"\f12d"}.fa-erlang:before{content:"\f39d"}.fa-ethereum:before{content:"\f42e"}.fa-ethernet:before{content:"\f796"}.fa-etsy:before{content:"\f2d7"}.fa-euro-sign:before{content:"\f153"}.fa-evernote:before{content:"\f839"}.fa-exchange-alt:before{content:"\f362"}.fa-exclamation:before{content:"\f12a"}.fa-exclamation-circle:before{content:"\f06a"}.fa-exclamation-triangle:before{content:"\f071"}.fa-expand:before{content:"\f065"}.fa-expand-arrows-alt:before{content:"\f31e"}.fa-expeditedssl:before{content:"\f23e"}.fa-external-link-alt:before{content:"\f35d"}.fa-external-link-square-alt:before{content:"\f360"}.fa-eye:before{content:"\f06e"}.fa-eye-dropper:before{content:"\f1fb"}.fa-eye-slash:before{content:"\f070"}.fa-facebook:before{content:"\f09a"}.fa-facebook-f:before{content:"\f39e"}.fa-facebook-messenger:before{content:"\f39f"}.fa-facebook-square:before{content:"\f082"}.fa-fan:before{content:"\f863"}.fa-fantasy-flight-games:before{content:"\f6dc"}.fa-fast-backward:before{content:"\f049"}.fa-fast-forward:before{content:"\f050"}.fa-fax:before{content:"\f1ac"}.fa-feather:before{content:"\f52d"}.fa-feather-alt:before{content:"\f56b"}.fa-fedex:before{content:"\f797"}.fa-fedora:before{content:"\f798"}.fa-female:before{content:"\f182"}.fa-fighter-jet:before{content:"\f0fb"}.fa-figma:before{content:"\f799"}.fa-file:before{content:"\f15b"}.fa-file-alt:before{content:"\f15c"}.fa-file-archive:before{content:"\f1c6"}.fa-file-audio:before{content:"\f1c7"}.fa-file-code:before{content:"\f1c9"}.fa-file-contract:before{content:"\f56c"}.fa-file-csv:before{content:"\f6dd"}.fa-file-download:before{content:"\f56d"}.fa-file-excel:before{content:"\f1c3"}.fa-file-export:before{content:"\f56e"}.fa-file-image:before{content:"\f1c5"}.fa-file-import:before{content:"\f56f"}.fa-file-invoice:before{content:"\f570"}.fa-file-invoice-dollar:before{content:"\f571"}.fa-file-medical:before{content:"\f477"}.fa-file-medical-alt:before{content:"\f478"}.fa-file-pdf:before{content:"\f1c1"}.fa-file-powerpoint:before{content:"\f1c4"}.fa-file-prescription:before{content:"\f572"}.fa-file-signature:before{content:"\f573"}.fa-file-upload:before{content:"\f574"}.fa-file-video:before{content:"\f1c8"}.fa-file-word:before{content:"\f1c2"}.fa-fill:before{content:"\f575"}.fa-fill-drip:before{content:"\f576"}.fa-film:before{content:"\f008"}.fa-filter:before{content:"\f0b0"}.fa-fingerprint:before{content:"\f577"}.fa-fire:before{content:"\f06d"}.fa-fire-alt:before{content:"\f7e4"}.fa-fire-extinguisher:before{content:"\f134"}.fa-firefox:before{content:"\f269"}.fa-first-aid:before{content:"\f479"}.fa-first-order:before{content:"\f2b0"}.fa-first-order-alt:before{content:"\f50a"}.fa-firstdraft:before{content:"\f3a1"}.fa-fish:before{content:"\f578"}.fa-fist-raised:before{content:"\f6de"}.fa-flag:before{content:"\f024"}.fa-flag-checkered:before{content:"\f11e"}.fa-flag-usa:before{content:"\f74d"}.fa-flask:before{content:"\f0c3"}.fa-flickr:before{content:"\f16e"}.fa-flipboard:before{content:"\f44d"}.fa-flushed:before{content:"\f579"}.fa-fly:before{content:"\f417"}.fa-folder:before{content:"\f07b"}.fa-folder-minus:before{content:"\f65d"}.fa-folder-open:before{content:"\f07c"}.fa-folder-plus:before{content:"\f65e"}.fa-font:before{content:"\f031"}.fa-font-awesome:before{content:"\f2b4"}.fa-font-awesome-alt:before{content:"\f35c"}.fa-font-awesome-flag:before{content:"\f425"}.fa-font-awesome-logo-full:before{content:"\f4e6"}.fa-fonticons:before{content:"\f280"}.fa-fonticons-fi:before{content:"\f3a2"}.fa-football-ball:before{content:"\f44e"}.fa-fort-awesome:before{content:"\f286"}.fa-fort-awesome-alt:before{content:"\f3a3"}.fa-forumbee:before{content:"\f211"}.fa-forward:before{content:"\f04e"}.fa-foursquare:before{content:"\f180"}.fa-free-code-camp:before{content:"\f2c5"}.fa-freebsd:before{content:"\f3a4"}.fa-frog:before{content:"\f52e"}.fa-frown:before{content:"\f119"}.fa-frown-open:before{content:"\f57a"}.fa-fulcrum:before{content:"\f50b"}.fa-funnel-dollar:before{content:"\f662"}.fa-futbol:before{content:"\f1e3"}.fa-galactic-republic:before{content:"\f50c"}.fa-galactic-senate:before{content:"\f50d"}.fa-gamepad:before{content:"\f11b"}.fa-gas-pump:before{content:"\f52f"}.fa-gavel:before{content:"\f0e3"}.fa-gem:before{content:"\f3a5"}.fa-genderless:before{content:"\f22d"}.fa-get-pocket:before{content:"\f265"}.fa-gg:before{content:"\f260"}.fa-gg-circle:before{content:"\f261"}.fa-ghost:before{content:"\f6e2"}.fa-gift:before{content:"\f06b"}.fa-gifts:before{content:"\f79c"}.fa-git:before{content:"\f1d3"}.fa-git-alt:before{content:"\f841"}.fa-git-square:before{content:"\f1d2"}.fa-github:before{content:"\f09b"}.fa-github-alt:before{content:"\f113"}.fa-github-square:before{content:"\f092"}.fa-gitkraken:before{content:"\f3a6"}.fa-gitlab:before{content:"\f296"}.fa-gitter:before{content:"\f426"}.fa-glass-cheers:before{content:"\f79f"}.fa-glass-martini:before{content:"\f000"}.fa-glass-martini-alt:before{content:"\f57b"}.fa-glass-whiskey:before{content:"\f7a0"}.fa-glasses:before{content:"\f530"}.fa-glide:before{content:"\f2a5"}.fa-glide-g:before{content:"\f2a6"}.fa-globe:before{content:"\f0ac"}.fa-globe-africa:before{content:"\f57c"}.fa-globe-americas:before{content:"\f57d"}.fa-globe-asia:before{content:"\f57e"}.fa-globe-europe:before{content:"\f7a2"}.fa-gofore:before{content:"\f3a7"}.fa-golf-ball:before{content:"\f450"}.fa-goodreads:before{content:"\f3a8"}.fa-goodreads-g:before{content:"\f3a9"}.fa-google:before{content:"\f1a0"}.fa-google-drive:before{content:"\f3aa"}.fa-google-play:before{content:"\f3ab"}.fa-google-plus:before{content:"\f2b3"}.fa-google-plus-g:before{content:"\f0d5"}.fa-google-plus-square:before{content:"\f0d4"}.fa-google-wallet:before{content:"\f1ee"}.fa-gopuram:before{content:"\f664"}.fa-graduation-cap:before{content:"\f19d"}.fa-gratipay:before{content:"\f184"}.fa-grav:before{content:"\f2d6"}.fa-greater-than:before{content:"\f531"}.fa-greater-than-equal:before{content:"\f532"}.fa-grimace:before{content:"\f57f"}.fa-grin:before{content:"\f580"}.fa-grin-alt:before{content:"\f581"}.fa-grin-beam:before{content:"\f582"}.fa-grin-beam-sweat:before{content:"\f583"}.fa-grin-hearts:before{content:"\f584"}.fa-grin-squint:before{content:"\f585"}.fa-grin-squint-tears:before{content:"\f586"}.fa-grin-stars:before{content:"\f587"}.fa-grin-tears:before{content:"\f588"}.fa-grin-tongue:before{content:"\f589"}.fa-grin-tongue-squint:before{content:"\f58a"}.fa-grin-tongue-wink:before{content:"\f58b"}.fa-grin-wink:before{content:"\f58c"}.fa-grip-horizontal:before{content:"\f58d"}.fa-grip-lines:before{content:"\f7a4"}.fa-grip-lines-vertical:before{content:"\f7a5"}.fa-grip-vertical:before{content:"\f58e"}.fa-gripfire:before{content:"\f3ac"}.fa-grunt:before{content:"\f3ad"}.fa-guitar:before{content:"\f7a6"}.fa-gulp:before{content:"\f3ae"}.fa-h-square:before{content:"\f0fd"}.fa-hacker-news:before{content:"\f1d4"}.fa-hacker-news-square:before{content:"\f3af"}.fa-hackerrank:before{content:"\f5f7"}.fa-hamburger:before{content:"\f805"}.fa-hammer:before{content:"\f6e3"}.fa-hamsa:before{content:"\f665"}.fa-hand-holding:before{content:"\f4bd"}.fa-hand-holding-heart:before{content:"\f4be"}.fa-hand-holding-usd:before{content:"\f4c0"}.fa-hand-lizard:before{content:"\f258"}.fa-hand-middle-finger:before{content:"\f806"}.fa-hand-paper:before{content:"\f256"}.fa-hand-peace:before{content:"\f25b"}.fa-hand-point-down:before{content:"\f0a7"}.fa-hand-point-left:before{content:"\f0a5"}.fa-hand-point-right:before{content:"\f0a4"}.fa-hand-point-up:before{content:"\f0a6"}.fa-hand-pointer:before{content:"\f25a"}.fa-hand-rock:before{content:"\f255"}.fa-hand-scissors:before{content:"\f257"}.fa-hand-spock:before{content:"\f259"}.fa-hands:before{content:"\f4c2"}.fa-hands-helping:before{content:"\f4c4"}.fa-handshake:before{content:"\f2b5"}.fa-hanukiah:before{content:"\f6e6"}.fa-hard-hat:before{content:"\f807"}.fa-hashtag:before{content:"\f292"}.fa-hat-wizard:before{content:"\f6e8"}.fa-haykal:before{content:"\f666"}.fa-hdd:before{content:"\f0a0"}.fa-heading:before{content:"\f1dc"}.fa-headphones:before{content:"\f025"}.fa-headphones-alt:before{content:"\f58f"}.fa-headset:before{content:"\f590"}.fa-heart:before{content:"\f004"}.fa-heart-broken:before{content:"\f7a9"}.fa-heartbeat:before{content:"\f21e"}.fa-helicopter:before{content:"\f533"}.fa-highlighter:before{content:"\f591"}.fa-hiking:before{content:"\f6ec"}.fa-hippo:before{content:"\f6ed"}.fa-hips:before{content:"\f452"}.fa-hire-a-helper:before{content:"\f3b0"}.fa-history:before{content:"\f1da"}.fa-hockey-puck:before{content:"\f453"}.fa-holly-berry:before{content:"\f7aa"}.fa-home:before{content:"\f015"}.fa-hooli:before{content:"\f427"}.fa-hornbill:before{content:"\f592"}.fa-horse:before{content:"\f6f0"}.fa-horse-head:before{content:"\f7ab"}.fa-hospital:before{content:"\f0f8"}.fa-hospital-alt:before{content:"\f47d"}.fa-hospital-symbol:before{content:"\f47e"}.fa-hot-tub:before{content:"\f593"}.fa-hotdog:before{content:"\f80f"}.fa-hotel:before{content:"\f594"}.fa-hotjar:before{content:"\f3b1"}.fa-hourglass:before{content:"\f254"}.fa-hourglass-end:before{content:"\f253"}.fa-hourglass-half:before{content:"\f252"}.fa-hourglass-start:before{content:"\f251"}.fa-house-damage:before{content:"\f6f1"}.fa-houzz:before{content:"\f27c"}.fa-hryvnia:before{content:"\f6f2"}.fa-html5:before{content:"\f13b"}.fa-hubspot:before{content:"\f3b2"}.fa-i-cursor:before{content:"\f246"}.fa-ice-cream:before{content:"\f810"}.fa-icicles:before{content:"\f7ad"}.fa-icons:before{content:"\f86d"}.fa-id-badge:before{content:"\f2c1"}.fa-id-card:before{content:"\f2c2"}.fa-id-card-alt:before{content:"\f47f"}.fa-igloo:before{content:"\f7ae"}.fa-image:before{content:"\f03e"}.fa-images:before{content:"\f302"}.fa-imdb:before{content:"\f2d8"}.fa-inbox:before{content:"\f01c"}.fa-indent:before{content:"\f03c"}.fa-industry:before{content:"\f275"}.fa-infinity:before{content:"\f534"}.fa-info:before{content:"\f129"}.fa-info-circle:before{content:"\f05a"}.fa-instagram:before{content:"\f16d"}.fa-intercom:before{content:"\f7af"}.fa-internet-explorer:before{content:"\f26b"}.fa-invision:before{content:"\f7b0"}.fa-ioxhost:before{content:"\f208"}.fa-italic:before{content:"\f033"}.fa-itch-io:before{content:"\f83a"}.fa-itunes:before{content:"\f3b4"}.fa-itunes-note:before{content:"\f3b5"}.fa-java:before{content:"\f4e4"}.fa-jedi:before{content:"\f669"}.fa-jedi-order:before{content:"\f50e"}.fa-jenkins:before{content:"\f3b6"}.fa-jira:before{content:"\f7b1"}.fa-joget:before{content:"\f3b7"}.fa-joint:before{content:"\f595"}.fa-joomla:before{content:"\f1aa"}.fa-journal-whills:before{content:"\f66a"}.fa-js:before{content:"\f3b8"}.fa-js-square:before{content:"\f3b9"}.fa-jsfiddle:before{content:"\f1cc"}.fa-kaaba:before{content:"\f66b"}.fa-kaggle:before{content:"\f5fa"}.fa-key:before{content:"\f084"}.fa-keybase:before{content:"\f4f5"}.fa-keyboard:before{content:"\f11c"}.fa-keycdn:before{content:"\f3ba"}.fa-khanda:before{content:"\f66d"}.fa-kickstarter:before{content:"\f3bb"}.fa-kickstarter-k:before{content:"\f3bc"}.fa-kiss:before{content:"\f596"}.fa-kiss-beam:before{content:"\f597"}.fa-kiss-wink-heart:before{content:"\f598"}.fa-kiwi-bird:before{content:"\f535"}.fa-korvue:before{content:"\f42f"}.fa-landmark:before{content:"\f66f"}.fa-language:before{content:"\f1ab"}.fa-laptop:before{content:"\f109"}.fa-laptop-code:before{content:"\f5fc"}.fa-laptop-medical:before{content:"\f812"}.fa-laravel:before{content:"\f3bd"}.fa-lastfm:before{content:"\f202"}.fa-lastfm-square:before{content:"\f203"}.fa-laugh:before{content:"\f599"}.fa-laugh-beam:before{content:"\f59a"}.fa-laugh-squint:before{content:"\f59b"}.fa-laugh-wink:before{content:"\f59c"}.fa-layer-group:before{content:"\f5fd"}.fa-leaf:before{content:"\f06c"}.fa-leanpub:before{content:"\f212"}.fa-lemon:before{content:"\f094"}.fa-less:before{content:"\f41d"}.fa-less-than:before{content:"\f536"}.fa-less-than-equal:before{content:"\f537"}.fa-level-down-alt:before{content:"\f3be"}.fa-level-up-alt:before{content:"\f3bf"}.fa-life-ring:before{content:"\f1cd"}.fa-lightbulb:before{content:"\f0eb"}.fa-line:before{content:"\f3c0"}.fa-link:before{content:"\f0c1"}.fa-linkedin:before{content:"\f08c"}.fa-linkedin-in:before{content:"\f0e1"}.fa-linode:before{content:"\f2b8"}.fa-linux:before{content:"\f17c"}.fa-lira-sign:before{content:"\f195"}.fa-list:before{content:"\f03a"}.fa-list-alt:before{content:"\f022"}.fa-list-ol:before{content:"\f0cb"}.fa-list-ul:before{content:"\f0ca"}.fa-location-arrow:before{content:"\f124"}.fa-lock:before{content:"\f023"}.fa-lock-open:before{content:"\f3c1"}.fa-long-arrow-alt-down:before{content:"\f309"}.fa-long-arrow-alt-left:before{content:"\f30a"}.fa-long-arrow-alt-right:before{content:"\f30b"}.fa-long-arrow-alt-up:before{content:"\f30c"}.fa-low-vision:before{content:"\f2a8"}.fa-luggage-cart:before{content:"\f59d"}.fa-lyft:before{content:"\f3c3"}.fa-magento:before{content:"\f3c4"}.fa-magic:before{content:"\f0d0"}.fa-magnet:before{content:"\f076"}.fa-mail-bulk:before{content:"\f674"}.fa-mailchimp:before{content:"\f59e"}.fa-male:before{content:"\f183"}.fa-mandalorian:before{content:"\f50f"}.fa-map:before{content:"\f279"}.fa-map-marked:before{content:"\f59f"}.fa-map-marked-alt:before{content:"\f5a0"}.fa-map-marker:before{content:"\f041"}.fa-map-marker-alt:before{content:"\f3c5"}.fa-map-pin:before{content:"\f276"}.fa-map-signs:before{content:"\f277"}.fa-markdown:before{content:"\f60f"}.fa-marker:before{content:"\f5a1"}.fa-mars:before{content:"\f222"}.fa-mars-double:before{content:"\f227"}.fa-mars-stroke:before{content:"\f229"}.fa-mars-stroke-h:before{content:"\f22b"}.fa-mars-stroke-v:before{content:"\f22a"}.fa-mask:before{content:"\f6fa"}.fa-mastodon:before{content:"\f4f6"}.fa-maxcdn:before{content:"\f136"}.fa-medal:before{content:"\f5a2"}.fa-medapps:before{content:"\f3c6"}.fa-medium:before{content:"\f23a"}.fa-medium-m:before{content:"\f3c7"}.fa-medkit:before{content:"\f0fa"}.fa-medrt:before{content:"\f3c8"}.fa-meetup:before{content:"\f2e0"}.fa-megaport:before{content:"\f5a3"}.fa-meh:before{content:"\f11a"}.fa-meh-blank:before{content:"\f5a4"}.fa-meh-rolling-eyes:before{content:"\f5a5"}.fa-memory:before{content:"\f538"}.fa-mendeley:before{content:"\f7b3"}.fa-menorah:before{content:"\f676"}.fa-mercury:before{content:"\f223"}.fa-meteor:before{content:"\f753"}.fa-microchip:before{content:"\f2db"}.fa-microphone:before{content:"\f130"}.fa-microphone-alt:before{content:"\f3c9"}.fa-microphone-alt-slash:before{content:"\f539"}.fa-microphone-slash:before{content:"\f131"}.fa-microscope:before{content:"\f610"}.fa-microsoft:before{content:"\f3ca"}.fa-minus:before{content:"\f068"}.fa-minus-circle:before{content:"\f056"}.fa-minus-square:before{content:"\f146"}.fa-mitten:before{content:"\f7b5"}.fa-mix:before{content:"\f3cb"}.fa-mixcloud:before{content:"\f289"}.fa-mizuni:before{content:"\f3cc"}.fa-mobile:before{content:"\f10b"}.fa-mobile-alt:before{content:"\f3cd"}.fa-modx:before{content:"\f285"}.fa-monero:before{content:"\f3d0"}.fa-money-bill:before{content:"\f0d6"}.fa-money-bill-alt:before{content:"\f3d1"}.fa-money-bill-wave:before{content:"\f53a"}.fa-money-bill-wave-alt:before{content:"\f53b"}.fa-money-check:before{content:"\f53c"}.fa-money-check-alt:before{content:"\f53d"}.fa-monument:before{content:"\f5a6"}.fa-moon:before{content:"\f186"}.fa-mortar-pestle:before{content:"\f5a7"}.fa-mosque:before{content:"\f678"}.fa-motorcycle:before{content:"\f21c"}.fa-mountain:before{content:"\f6fc"}.fa-mouse-pointer:before{content:"\f245"}.fa-mug-hot:before{content:"\f7b6"}.fa-music:before{content:"\f001"}.fa-napster:before{content:"\f3d2"}.fa-neos:before{content:"\f612"}.fa-network-wired:before{content:"\f6ff"}.fa-neuter:before{content:"\f22c"}.fa-newspaper:before{content:"\f1ea"}.fa-nimblr:before{content:"\f5a8"}.fa-node:before{content:"\f419"}.fa-node-js:before{content:"\f3d3"}.fa-not-equal:before{content:"\f53e"}.fa-notes-medical:before{content:"\f481"}.fa-npm:before{content:"\f3d4"}.fa-ns8:before{content:"\f3d5"}.fa-nutritionix:before{content:"\f3d6"}.fa-object-group:before{content:"\f247"}.fa-object-ungroup:before{content:"\f248"}.fa-odnoklassniki:before{content:"\f263"}.fa-odnoklassniki-square:before{content:"\f264"}.fa-oil-can:before{content:"\f613"}.fa-old-republic:before{content:"\f510"}.fa-om:before{content:"\f679"}.fa-opencart:before{content:"\f23d"}.fa-openid:before{content:"\f19b"}.fa-opera:before{content:"\f26a"}.fa-optin-monster:before{content:"\f23c"}.fa-osi:before{content:"\f41a"}.fa-otter:before{content:"\f700"}.fa-outdent:before{content:"\f03b"}.fa-page4:before{content:"\f3d7"}.fa-pagelines:before{content:"\f18c"}.fa-pager:before{content:"\f815"}.fa-paint-brush:before{content:"\f1fc"}.fa-paint-roller:before{content:"\f5aa"}.fa-palette:before{content:"\f53f"}.fa-palfed:before{content:"\f3d8"}.fa-pallet:before{content:"\f482"}.fa-paper-plane:before{content:"\f1d8"}.fa-paperclip:before{content:"\f0c6"}.fa-parachute-box:before{content:"\f4cd"}.fa-paragraph:before{content:"\f1dd"}.fa-parking:before{content:"\f540"}.fa-passport:before{content:"\f5ab"}.fa-pastafarianism:before{content:"\f67b"}.fa-paste:before{content:"\f0ea"}.fa-patreon:before{content:"\f3d9"}.fa-pause:before{content:"\f04c"}.fa-pause-circle:before{content:"\f28b"}.fa-paw:before{content:"\f1b0"}.fa-paypal:before{content:"\f1ed"}.fa-peace:before{content:"\f67c"}.fa-pen:before{content:"\f304"}.fa-pen-alt:before{content:"\f305"}.fa-pen-fancy:before{content:"\f5ac"}.fa-pen-nib:before{content:"\f5ad"}.fa-pen-square:before{content:"\f14b"}.fa-pencil-alt:before{content:"\f303"}.fa-pencil-ruler:before{content:"\f5ae"}.fa-penny-arcade:before{content:"\f704"}.fa-people-carry:before{content:"\f4ce"}.fa-pepper-hot:before{content:"\f816"}.fa-percent:before{content:"\f295"}.fa-percentage:before{content:"\f541"}.fa-periscope:before{content:"\f3da"}.fa-person-booth:before{content:"\f756"}.fa-phabricator:before{content:"\f3db"}.fa-phoenix-framework:before{content:"\f3dc"}.fa-phoenix-squadron:before{content:"\f511"}.fa-phone:before{content:"\f095"}.fa-phone-alt:before{content:"\f879"}.fa-phone-slash:before{content:"\f3dd"}.fa-phone-square:before{content:"\f098"}.fa-phone-square-alt:before{content:"\f87b"}.fa-phone-volume:before{content:"\f2a0"}.fa-photo-video:before{content:"\f87c"}.fa-php:before{content:"\f457"}.fa-pied-piper:before{content:"\f2ae"}.fa-pied-piper-alt:before{content:"\f1a8"}.fa-pied-piper-hat:before{content:"\f4e5"}.fa-pied-piper-pp:before{content:"\f1a7"}.fa-piggy-bank:before{content:"\f4d3"}.fa-pills:before{content:"\f484"}.fa-pinterest:before{content:"\f0d2"}.fa-pinterest-p:before{content:"\f231"}.fa-pinterest-square:before{content:"\f0d3"}.fa-pizza-slice:before{content:"\f818"}.fa-place-of-worship:before{content:"\f67f"}.fa-plane:before{content:"\f072"}.fa-plane-arrival:before{content:"\f5af"}.fa-plane-departure:before{content:"\f5b0"}.fa-play:before{content:"\f04b"}.fa-play-circle:before{content:"\f144"}.fa-playstation:before{content:"\f3df"}.fa-plug:before{content:"\f1e6"}.fa-plus:before{content:"\f067"}.fa-plus-circle:before{content:"\f055"}.fa-plus-square:before{content:"\f0fe"}.fa-podcast:before{content:"\f2ce"}.fa-poll:before{content:"\f681"}.fa-poll-h:before{content:"\f682"}.fa-poo:before{content:"\f2fe"}.fa-poo-storm:before{content:"\f75a"}.fa-poop:before{content:"\f619"}.fa-portrait:before{content:"\f3e0"}.fa-pound-sign:before{content:"\f154"}.fa-power-off:before{content:"\f011"}.fa-pray:before{content:"\f683"}.fa-praying-hands:before{content:"\f684"}.fa-prescription:before{content:"\f5b1"}.fa-prescription-bottle:before{content:"\f485"}.fa-prescription-bottle-alt:before{content:"\f486"}.fa-print:before{content:"\f02f"}.fa-procedures:before{content:"\f487"}.fa-product-hunt:before{content:"\f288"}.fa-project-diagram:before{content:"\f542"}.fa-pushed:before{content:"\f3e1"}.fa-puzzle-piece:before{content:"\f12e"}.fa-python:before{content:"\f3e2"}.fa-qq:before{content:"\f1d6"}.fa-qrcode:before{content:"\f029"}.fa-question:before{content:"\f128"}.fa-question-circle:before{content:"\f059"}.fa-quidditch:before{content:"\f458"}.fa-quinscape:before{content:"\f459"}.fa-quora:before{content:"\f2c4"}.fa-quote-left:before{content:"\f10d"}.fa-quote-right:before{content:"\f10e"}.fa-quran:before{content:"\f687"}.fa-r-project:before{content:"\f4f7"}.fa-radiation:before{content:"\f7b9"}.fa-radiation-alt:before{content:"\f7ba"}.fa-rainbow:before{content:"\f75b"}.fa-random:before{content:"\f074"}.fa-raspberry-pi:before{content:"\f7bb"}.fa-ravelry:before{content:"\f2d9"}.fa-react:before{content:"\f41b"}.fa-reacteurope:before{content:"\f75d"}.fa-readme:before{content:"\f4d5"}.fa-rebel:before{content:"\f1d0"}.fa-receipt:before{content:"\f543"}.fa-recycle:before{content:"\f1b8"}.fa-red-river:before{content:"\f3e3"}.fa-reddit:before{content:"\f1a1"}.fa-reddit-alien:before{content:"\f281"}.fa-reddit-square:before{content:"\f1a2"}.fa-redhat:before{content:"\f7bc"}.fa-redo:before{content:"\f01e"}.fa-redo-alt:before{content:"\f2f9"}.fa-registered:before{content:"\f25d"}.fa-remove-format:before{content:"\f87d"}.fa-renren:before{content:"\f18b"}.fa-reply:before{content:"\f3e5"}.fa-reply-all:before{content:"\f122"}.fa-replyd:before{content:"\f3e6"}.fa-republican:before{content:"\f75e"}.fa-researchgate:before{content:"\f4f8"}.fa-resolving:before{content:"\f3e7"}.fa-restroom:before{content:"\f7bd"}.fa-retweet:before{content:"\f079"}.fa-rev:before{content:"\f5b2"}.fa-ribbon:before{content:"\f4d6"}.fa-ring:before{content:"\f70b"}.fa-road:before{content:"\f018"}.fa-robot:before{content:"\f544"}.fa-rocket:before{content:"\f135"}.fa-rocketchat:before{content:"\f3e8"}.fa-rockrms:before{content:"\f3e9"}.fa-route:before{content:"\f4d7"}.fa-rss:before{content:"\f09e"}.fa-rss-square:before{content:"\f143"}.fa-ruble-sign:before{content:"\f158"}.fa-ruler:before{content:"\f545"}.fa-ruler-combined:before{content:"\f546"}.fa-ruler-horizontal:before{content:"\f547"}.fa-ruler-vertical:before{content:"\f548"}.fa-running:before{content:"\f70c"}.fa-rupee-sign:before{content:"\f156"}.fa-sad-cry:before{content:"\f5b3"}.fa-sad-tear:before{content:"\f5b4"}.fa-safari:before{content:"\f267"}.fa-salesforce:before{content:"\f83b"}.fa-sass:before{content:"\f41e"}.fa-satellite:before{content:"\f7bf"}.fa-satellite-dish:before{content:"\f7c0"}.fa-save:before{content:"\f0c7"}.fa-schlix:before{content:"\f3ea"}.fa-school:before{content:"\f549"}.fa-screwdriver:before{content:"\f54a"}.fa-scribd:before{content:"\f28a"}.fa-scroll:before{content:"\f70e"}.fa-sd-card:before{content:"\f7c2"}.fa-search:before{content:"\f002"}.fa-search-dollar:before{content:"\f688"}.fa-search-location:before{content:"\f689"}.fa-search-minus:before{content:"\f010"}.fa-search-plus:before{content:"\f00e"}.fa-searchengin:before{content:"\f3eb"}.fa-seedling:before{content:"\f4d8"}.fa-sellcast:before{content:"\f2da"}.fa-sellsy:before{content:"\f213"}.fa-server:before{content:"\f233"}.fa-servicestack:before{content:"\f3ec"}.fa-shapes:before{content:"\f61f"}.fa-share:before{content:"\f064"}.fa-share-alt:before{content:"\f1e0"}.fa-share-alt-square:before{content:"\f1e1"}.fa-share-square:before{content:"\f14d"}.fa-shekel-sign:before{content:"\f20b"}.fa-shield-alt:before{content:"\f3ed"}.fa-ship:before{content:"\f21a"}.fa-shipping-fast:before{content:"\f48b"}.fa-shirtsinbulk:before{content:"\f214"}.fa-shoe-prints:before{content:"\f54b"}.fa-shopping-bag:before{content:"\f290"}.fa-shopping-basket:before{content:"\f291"}.fa-shopping-cart:before{content:"\f07a"}.fa-shopware:before{content:"\f5b5"}.fa-shower:before{content:"\f2cc"}.fa-shuttle-van:before{content:"\f5b6"}.fa-sign:before{content:"\f4d9"}.fa-sign-in-alt:before{content:"\f2f6"}.fa-sign-language:before{content:"\f2a7"}.fa-sign-out-alt:before{content:"\f2f5"}.fa-signal:before{content:"\f012"}.fa-signature:before{content:"\f5b7"}.fa-sim-card:before{content:"\f7c4"}.fa-simplybuilt:before{content:"\f215"}.fa-sistrix:before{content:"\f3ee"}.fa-sitemap:before{content:"\f0e8"}.fa-sith:before{content:"\f512"}.fa-skating:before{content:"\f7c5"}.fa-sketch:before{content:"\f7c6"}.fa-skiing:before{content:"\f7c9"}.fa-skiing-nordic:before{content:"\f7ca"}.fa-skull:before{content:"\f54c"}.fa-skull-crossbones:before{content:"\f714"}.fa-skyatlas:before{content:"\f216"}.fa-skype:before{content:"\f17e"}.fa-slack:before{content:"\f198"}.fa-slack-hash:before{content:"\f3ef"}.fa-slash:before{content:"\f715"}.fa-sleigh:before{content:"\f7cc"}.fa-sliders-h:before{content:"\f1de"}.fa-slideshare:before{content:"\f1e7"}.fa-smile:before{content:"\f118"}.fa-smile-beam:before{content:"\f5b8"}.fa-smile-wink:before{content:"\f4da"}.fa-smog:before{content:"\f75f"}.fa-smoking:before{content:"\f48d"}.fa-smoking-ban:before{content:"\f54d"}.fa-sms:before{content:"\f7cd"}.fa-snapchat:before{content:"\f2ab"}.fa-snapchat-ghost:before{content:"\f2ac"}.fa-snapchat-square:before{content:"\f2ad"}.fa-snowboarding:before{content:"\f7ce"}.fa-snowflake:before{content:"\f2dc"}.fa-snowman:before{content:"\f7d0"}.fa-snowplow:before{content:"\f7d2"}.fa-socks:before{content:"\f696"}.fa-solar-panel:before{content:"\f5ba"}.fa-sort:before{content:"\f0dc"}.fa-sort-alpha-down:before{content:"\f15d"}.fa-sort-alpha-down-alt:before{content:"\f881"}.fa-sort-alpha-up:before{content:"\f15e"}.fa-sort-alpha-up-alt:before{content:"\f882"}.fa-sort-amount-down:before{content:"\f160"}.fa-sort-amount-down-alt:before{content:"\f884"}.fa-sort-amount-up:before{content:"\f161"}.fa-sort-amount-up-alt:before{content:"\f885"}.fa-sort-down:before{content:"\f0dd"}.fa-sort-numeric-down:before{content:"\f162"}.fa-sort-numeric-down-alt:before{content:"\f886"}.fa-sort-numeric-up:before{content:"\f163"}.fa-sort-numeric-up-alt:before{content:"\f887"}.fa-sort-up:before{content:"\f0de"}.fa-soundcloud:before{content:"\f1be"}.fa-sourcetree:before{content:"\f7d3"}.fa-spa:before{content:"\f5bb"}.fa-space-shuttle:before{content:"\f197"}.fa-speakap:before{content:"\f3f3"}.fa-speaker-deck:before{content:"\f83c"}.fa-spell-check:before{content:"\f891"}.fa-spider:before{content:"\f717"}.fa-spinner:before{content:"\f110"}.fa-splotch:before{content:"\f5bc"}.fa-spotify:before{content:"\f1bc"}.fa-spray-can:before{content:"\f5bd"}.fa-square:before{content:"\f0c8"}.fa-square-full:before{content:"\f45c"}.fa-square-root-alt:before{content:"\f698"}.fa-squarespace:before{content:"\f5be"}.fa-stack-exchange:before{content:"\f18d"}.fa-stack-overflow:before{content:"\f16c"}.fa-stackpath:before{content:"\f842"}.fa-stamp:before{content:"\f5bf"}.fa-star:before{content:"\f005"}.fa-star-and-crescent:before{content:"\f699"}.fa-star-half:before{content:"\f089"}.fa-star-half-alt:before{content:"\f5c0"}.fa-star-of-david:before{content:"\f69a"}.fa-star-of-life:before{content:"\f621"}.fa-staylinked:before{content:"\f3f5"}.fa-steam:before{content:"\f1b6"}.fa-steam-square:before{content:"\f1b7"}.fa-steam-symbol:before{content:"\f3f6"}.fa-step-backward:before{content:"\f048"}.fa-step-forward:before{content:"\f051"}.fa-stethoscope:before{content:"\f0f1"}.fa-sticker-mule:before{content:"\f3f7"}.fa-sticky-note:before{content:"\f249"}.fa-stop:before{content:"\f04d"}.fa-stop-circle:before{content:"\f28d"}.fa-stopwatch:before{content:"\f2f2"}.fa-store:before{content:"\f54e"}.fa-store-alt:before{content:"\f54f"}.fa-strava:before{content:"\f428"}.fa-stream:before{content:"\f550"}.fa-street-view:before{content:"\f21d"}.fa-strikethrough:before{content:"\f0cc"}.fa-stripe:before{content:"\f429"}.fa-stripe-s:before{content:"\f42a"}.fa-stroopwafel:before{content:"\f551"}.fa-studiovinari:before{content:"\f3f8"}.fa-stumbleupon:before{content:"\f1a4"}.fa-stumbleupon-circle:before{content:"\f1a3"}.fa-subscript:before{content:"\f12c"}.fa-subway:before{content:"\f239"}.fa-suitcase:before{content:"\f0f2"}.fa-suitcase-rolling:before{content:"\f5c1"}.fa-sun:before{content:"\f185"}.fa-superpowers:before{content:"\f2dd"}.fa-superscript:before{content:"\f12b"}.fa-supple:before{content:"\f3f9"}.fa-surprise:before{content:"\f5c2"}.fa-suse:before{content:"\f7d6"}.fa-swatchbook:before{content:"\f5c3"}.fa-swimmer:before{content:"\f5c4"}.fa-swimming-pool:before{content:"\f5c5"}.fa-symfony:before{content:"\f83d"}.fa-synagogue:before{content:"\f69b"}.fa-sync:before{content:"\f021"}.fa-sync-alt:before{content:"\f2f1"}.fa-syringe:before{content:"\f48e"}.fa-table:before{content:"\f0ce"}.fa-table-tennis:before{content:"\f45d"}.fa-tablet:before{content:"\f10a"}.fa-tablet-alt:before{content:"\f3fa"}.fa-tablets:before{content:"\f490"}.fa-tachometer-alt:before{content:"\f3fd"}.fa-tag:before{content:"\f02b"}.fa-tags:before{content:"\f02c"}.fa-tape:before{content:"\f4db"}.fa-tasks:before{content:"\f0ae"}.fa-taxi:before{content:"\f1ba"}.fa-teamspeak:before{content:"\f4f9"}.fa-teeth:before{content:"\f62e"}.fa-teeth-open:before{content:"\f62f"}.fa-telegram:before{content:"\f2c6"}.fa-telegram-plane:before{content:"\f3fe"}.fa-temperature-high:before{content:"\f769"}.fa-temperature-low:before{content:"\f76b"}.fa-tencent-weibo:before{content:"\f1d5"}.fa-tenge:before{content:"\f7d7"}.fa-terminal:before{content:"\f120"}.fa-text-height:before{content:"\f034"}.fa-text-width:before{content:"\f035"}.fa-th:before{content:"\f00a"}.fa-th-large:before{content:"\f009"}.fa-th-list:before{content:"\f00b"}.fa-the-red-yeti:before{content:"\f69d"}.fa-theater-masks:before{content:"\f630"}.fa-themeco:before{content:"\f5c6"}.fa-themeisle:before{content:"\f2b2"}.fa-thermometer:before{content:"\f491"}.fa-thermometer-empty:before{content:"\f2cb"}.fa-thermometer-full:before{content:"\f2c7"}.fa-thermometer-half:before{content:"\f2c9"}.fa-thermometer-quarter:before{content:"\f2ca"}.fa-thermometer-three-quarters:before{content:"\f2c8"}.fa-think-peaks:before{content:"\f731"}.fa-thumbs-down:before{content:"\f165"}.fa-thumbs-up:before{content:"\f164"}.fa-thumbtack:before{content:"\f08d"}.fa-ticket-alt:before{content:"\f3ff"}.fa-times:before{content:"\f00d"}.fa-times-circle:before{content:"\f057"}.fa-tint:before{content:"\f043"}.fa-tint-slash:before{content:"\f5c7"}.fa-tired:before{content:"\f5c8"}.fa-toggle-off:before{content:"\f204"}.fa-toggle-on:before{content:"\f205"}.fa-toilet:before{content:"\f7d8"}.fa-toilet-paper:before{content:"\f71e"}.fa-toolbox:before{content:"\f552"}.fa-tools:before{content:"\f7d9"}.fa-tooth:before{content:"\f5c9"}.fa-torah:before{content:"\f6a0"}.fa-torii-gate:before{content:"\f6a1"}.fa-tractor:before{content:"\f722"}.fa-trade-federation:before{content:"\f513"}.fa-trademark:before{content:"\f25c"}.fa-traffic-light:before{content:"\f637"}.fa-train:before{content:"\f238"}.fa-tram:before{content:"\f7da"}.fa-transgender:before{content:"\f224"}.fa-transgender-alt:before{content:"\f225"}.fa-trash:before{content:"\f1f8"}.fa-trash-alt:before{content:"\f2ed"}.fa-trash-restore:before{content:"\f829"}.fa-trash-restore-alt:before{content:"\f82a"}.fa-tree:before{content:"\f1bb"}.fa-trello:before{content:"\f181"}.fa-tripadvisor:before{content:"\f262"}.fa-trophy:before{content:"\f091"}.fa-truck:before{content:"\f0d1"}.fa-truck-loading:before{content:"\f4de"}.fa-truck-monster:before{content:"\f63b"}.fa-truck-moving:before{content:"\f4df"}.fa-truck-pickup:before{content:"\f63c"}.fa-tshirt:before{content:"\f553"}.fa-tty:before{content:"\f1e4"}.fa-tumblr:before{content:"\f173"}.fa-tumblr-square:before{content:"\f174"}.fa-tv:before{content:"\f26c"}.fa-twitch:before{content:"\f1e8"}.fa-twitter:before{content:"\f099"}.fa-twitter-square:before{content:"\f081"}.fa-typo3:before{content:"\f42b"}.fa-uber:before{content:"\f402"}.fa-ubuntu:before{content:"\f7df"}.fa-uikit:before{content:"\f403"}.fa-umbrella:before{content:"\f0e9"}.fa-umbrella-beach:before{content:"\f5ca"}.fa-underline:before{content:"\f0cd"}.fa-undo:before{content:"\f0e2"}.fa-undo-alt:before{content:"\f2ea"}.fa-uniregistry:before{content:"\f404"}.fa-universal-access:before{content:"\f29a"}.fa-university:before{content:"\f19c"}.fa-unlink:before{content:"\f127"}.fa-unlock:before{content:"\f09c"}.fa-unlock-alt:before{content:"\f13e"}.fa-untappd:before{content:"\f405"}.fa-upload:before{content:"\f093"}.fa-ups:before{content:"\f7e0"}.fa-usb:before{content:"\f287"}.fa-user:before{content:"\f007"}.fa-user-alt:before{content:"\f406"}.fa-user-alt-slash:before{content:"\f4fa"}.fa-user-astronaut:before{content:"\f4fb"}.fa-user-check:before{content:"\f4fc"}.fa-user-circle:before{content:"\f2bd"}.fa-user-clock:before{content:"\f4fd"}.fa-user-cog:before{content:"\f4fe"}.fa-user-edit:before{content:"\f4ff"}.fa-user-friends:before{content:"\f500"}.fa-user-graduate:before{content:"\f501"}.fa-user-injured:before{content:"\f728"}.fa-user-lock:before{content:"\f502"}.fa-user-md:before{content:"\f0f0"}.fa-user-minus:before{content:"\f503"}.fa-user-ninja:before{content:"\f504"}.fa-user-nurse:before{content:"\f82f"}.fa-user-plus:before{content:"\f234"}.fa-user-secret:before{content:"\f21b"}.fa-user-shield:before{content:"\f505"}.fa-user-slash:before{content:"\f506"}.fa-user-tag:before{content:"\f507"}.fa-user-tie:before{content:"\f508"}.fa-user-times:before{content:"\f235"}.fa-users:before{content:"\f0c0"}.fa-users-cog:before{content:"\f509"}.fa-usps:before{content:"\f7e1"}.fa-ussunnah:before{content:"\f407"}.fa-utensil-spoon:before{content:"\f2e5"}.fa-utensils:before{content:"\f2e7"}.fa-vaadin:before{content:"\f408"}.fa-vector-square:before{content:"\f5cb"}.fa-venus:before{content:"\f221"}.fa-venus-double:before{content:"\f226"}.fa-venus-mars:before{content:"\f228"}.fa-viacoin:before{content:"\f237"}.fa-viadeo:before{content:"\f2a9"}.fa-viadeo-square:before{content:"\f2aa"}.fa-vial:before{content:"\f492"}.fa-vials:before{content:"\f493"}.fa-viber:before{content:"\f409"}.fa-video:before{content:"\f03d"}.fa-video-slash:before{content:"\f4e2"}.fa-vihara:before{content:"\f6a7"}.fa-vimeo:before{content:"\f40a"}.fa-vimeo-square:before{content:"\f194"}.fa-vimeo-v:before{content:"\f27d"}.fa-vine:before{content:"\f1ca"}.fa-vk:before{content:"\f189"}.fa-vnv:before{content:"\f40b"}.fa-voicemail:before{content:"\f897"}.fa-volleyball-ball:before{content:"\f45f"}.fa-volume-down:before{content:"\f027"}.fa-volume-mute:before{content:"\f6a9"}.fa-volume-off:before{content:"\f026"}.fa-volume-up:before{content:"\f028"}.fa-vote-yea:before{content:"\f772"}.fa-vr-cardboard:before{content:"\f729"}.fa-vuejs:before{content:"\f41f"}.fa-walking:before{content:"\f554"}.fa-wallet:before{content:"\f555"}.fa-warehouse:before{content:"\f494"}.fa-water:before{content:"\f773"}.fa-wave-square:before{content:"\f83e"}.fa-waze:before{content:"\f83f"}.fa-weebly:before{content:"\f5cc"}.fa-weibo:before{content:"\f18a"}.fa-weight:before{content:"\f496"}.fa-weight-hanging:before{content:"\f5cd"}.fa-weixin:before{content:"\f1d7"}.fa-whatsapp:before{content:"\f232"}.fa-whatsapp-square:before{content:"\f40c"}.fa-wheelchair:before{content:"\f193"}.fa-whmcs:before{content:"\f40d"}.fa-wifi:before{content:"\f1eb"}.fa-wikipedia-w:before{content:"\f266"}.fa-wind:before{content:"\f72e"}.fa-window-close:before{content:"\f410"}.fa-window-maximize:before{content:"\f2d0"}.fa-window-minimize:before{content:"\f2d1"}.fa-window-restore:before{content:"\f2d2"}.fa-windows:before{content:"\f17a"}.fa-wine-bottle:before{content:"\f72f"}.fa-wine-glass:before{content:"\f4e3"}.fa-wine-glass-alt:before{content:"\f5ce"}.fa-wix:before{content:"\f5cf"}.fa-wizards-of-the-coast:before{content:"\f730"}.fa-wolf-pack-battalion:before{content:"\f514"}.fa-won-sign:before{content:"\f159"}.fa-wordpress:before{content:"\f19a"}.fa-wordpress-simple:before{content:"\f411"}.fa-wpbeginner:before{content:"\f297"}.fa-wpexplorer:before{content:"\f2de"}.fa-wpforms:before{content:"\f298"}.fa-wpressr:before{content:"\f3e4"}.fa-wrench:before{content:"\f0ad"}.fa-x-ray:before{content:"\f497"}.fa-xbox:before{content:"\f412"}.fa-xing:before{content:"\f168"}.fa-xing-square:before{content:"\f169"}.fa-y-combinator:before{content:"\f23b"}.fa-yahoo:before{content:"\f19e"}.fa-yammer:before{content:"\f840"}.fa-yandex:before{content:"\f413"}.fa-yandex-international:before{content:"\f414"}.fa-yarn:before{content:"\f7e3"}.fa-yelp:before{content:"\f1e9"}.fa-yen-sign:before{content:"\f157"}.fa-yin-yang:before{content:"\f6ad"}.fa-yoast:before{content:"\f2b1"}.fa-youtube:before{content:"\f167"}.fa-youtube-square:before{content:"\f431"}.fa-zhihu:before{content:"\f63f"}.sr-only{border:0;clip:rect(0,0,0,0);height:1px;margin:-1px;overflow:hidden;padding:0;position:absolute;width:1px}.sr-only-focusable:active,.sr-only-focusable:focus{clip:auto;height:auto;margin:0;overflow:visible;position:static;width:auto}@font-face{font-family:"Font Awesome 5 Brands";font-style:normal;font-weight:normal;font-display:auto;src:url(../webfonts/fa-brands-400.eot);src:url(../webfonts/fa-brands-400.eot?#iefix) format("embedded-opentype"),url(../webfonts/fa-brands-400.woff2) format("woff2"),url(../webfonts/fa-brands-400.woff) format("woff"),url(../webfonts/fa-brands-400.ttf) format("truetype"),url(../webfonts/fa-brands-400.svg#fontawesome) format("svg")}.fab{font-family:"Font Awesome 5 Brands"}@font-face{font-family:"Font Awesome 5 Free";font-style:normal;font-weight:400;font-display:auto;src:url(../webfonts/fa-regular-400.eot);src:url(../webfonts/fa-regular-400.eot?#iefix) format("embedded-opentype"),url(../webfonts/fa-regular-400.woff2) format("woff2"),url(../webfonts/fa-regular-400.woff) format("woff"),url(../webfonts/fa-regular-400.ttf) format("truetype"),url(../webfonts/fa-regular-400.svg#fontawesome) format("svg")}.far{font-weight:400}@font-face{font-family:"Font Awesome 5 Free";font-style:normal;font-weight:900;font-display:auto;src:url(../webfonts/fa-solid-900.eot);src:url(../webfonts/fa-solid-900.eot?#iefix) format("embedded-opentype"),url(../webfonts/fa-solid-900.woff2) format("woff2"),url(../webfonts/fa-solid-900.woff) format("woff"),url(../webfonts/fa-solid-900.ttf) format("truetype"),url(../webfonts/fa-solid-900.svg#fontawesome) format("svg")}.fa,.far,.fas{font-family:"Font Awesome 5 Free"}.fa,.fas{font-weight:900} \ No newline at end of file diff --git a/assets/css/main.css b/assets/css/main.css new file mode 100644 index 0000000..a392c9b --- /dev/null +++ b/assets/css/main.css @@ -0,0 +1,4689 @@ +@import url(fontawesome-all.min.css); +@import url("https://fonts.googleapis.com/css?family=Merriweather:300,700,300italic,700italic|Source+Sans+Pro:900"); + +/* + Massively by HTML5 UP + html5up.net | @ajlkn + Free for personal and commercial use under the CCA 3.0 license (html5up.net/license) +*/ + +html, body, div, span, applet, object, +iframe, h1, h2, h3, h4, h5, h6, p, blockquote, +pre, a, abbr, acronym, address, big, cite, +code, del, dfn, em, img, ins, kbd, q, s, samp, +small, strike, strong, sub, sup, tt, var, b, +u, i, center, dl, dt, dd, ol, ul, li, fieldset, +form, label, legend, table, caption, tbody, +tfoot, thead, tr, th, td, article, aside, +canvas, details, embed, figure, figcaption, +footer, header, hgroup, menu, nav, output, ruby, +section, summary, time, mark, audio, video { + margin: 0; + padding: 0; + border: 0; + font-size: 100%; + font: inherit; + vertical-align: baseline;} + +article, aside, details, figcaption, figure, +footer, header, hgroup, menu, nav, section { + display: block;} + +body { + line-height: 1; +} + +ol, ul { + list-style: none; +} + +blockquote, q { + quotes: none; +} + + blockquote:before, blockquote:after, q:before, q:after { + content: ''; + content: none; + } + +table { + border-collapse: collapse; + border-spacing: 0; +} + +body { + -webkit-text-size-adjust: none; +} + +mark { + background-color: transparent; + color: inherit; +} + +input::-moz-focus-inner { + border: 0; + padding: 0; +} + +input, select, textarea { + -moz-appearance: none; + -webkit-appearance: none; + -ms-appearance: none; + appearance: none; +} + +/* Basic */ + + @-ms-viewport { + width: device-width; + } + + body { + -ms-overflow-style: scrollbar; + } + + @media screen and (max-width: 480px) { + + html, body { + min-width: 320px; + } + + } + + html { + box-sizing: border-box; + } + + *, *:before, *:after { + box-sizing: inherit; + } + + body { + background-color: #1e252d; + } + + body.is-preload *, body.is-preload *:before, body.is-preload *:after { + -moz-animation: none !important; + -webkit-animation: none !important; + -ms-animation: none !important; + animation: none !important; + -moz-transition: none !important; + -webkit-transition: none !important; + -ms-transition: none !important; + transition: none !important; + } + +/* Type */ + + html { + font-size: 16pt; + } + + @media screen and (max-width: 1680px) { + + html { + font-size: 12pt; + } + + } + + @media screen and (max-width: 1280px) { + + html { + font-size: 11pt; + } + + } + + @media screen and (max-width: 360px) { + + html { + font-size: 10pt; + } + + } + + body { + color: #212931; + } + + body, input, select, textarea { + font-family: "Merriweather", Georgia, serif; + font-weight: 300; + font-size: 1rem; + line-height: 2.375; + } + + a { + -moz-transition: color 0.2s ease-in-out, background-color 0.2s ease-in-out, border-color 0.2s ease-in-out, box-shadow 0.2s ease-in-out; + -webkit-transition: color 0.2s ease-in-out, background-color 0.2s ease-in-out, border-color 0.2s ease-in-out, box-shadow 0.2s ease-in-out; + -ms-transition: color 0.2s ease-in-out, background-color 0.2s ease-in-out, border-color 0.2s ease-in-out, box-shadow 0.2s ease-in-out; + transition: color 0.2s ease-in-out, background-color 0.2s ease-in-out, border-color 0.2s ease-in-out, box-shadow 0.2s ease-in-out; + border-bottom: dotted 1px; + text-decoration: none; + } + + a:hover { + border-bottom-color: transparent; + } + + strong, b { + font-weight: 600; + } + + em, i { + font-style: italic; + } + + p { + text-align: justify; + margin: 0 0 2rem 0; + } + + h1, h2, h3, h4, h5, h6 { + font-family: "Source Sans Pro", Helvetica, sans-serif; + font-weight: 900; + line-height: 1.5; + letter-spacing: 0.075em; + text-transform: uppercase; + margin: 0 0 1rem 0; + } + + h1 a, h2 a, h3 a, h4 a, h5 a, h6 a { + border-bottom: 0; + color: inherit; + text-decoration: none; + } + + h1 { + font-size: 4rem; + line-height: 1.1; + margin: 0 0 2rem 0; + } + + h2 { + font-size: 1.75rem; + line-height: 1.3; + margin: 0 0 1.5rem 0; + } + + h3 { + font-size: 1.25rem; + margin: 0 0 1.5rem 0; + } + + h4 { + font-size: 1rem; + } + + h5 { + font-size: 0.9rem; + } + + h6 { + font-size: 0.8rem; + } + + sub { + font-size: 0.8rem; + position: relative; + top: 0.5rem; + } + + sup { + font-size: 0.8rem; + position: relative; + top: -0.5rem; + } + + blockquote { + border-left: solid 4px; + font-style: italic; + margin: 0 0 2rem 0; + padding: 0.5rem 0 0.5rem 2rem; + } + + code { + border: solid 2px; + font-family: "Courier New", monospace; + font-size: 0.9rem; + margin: 0 0.25rem; + padding: 0.25rem 0.65rem; + } + + pre { + -webkit-overflow-scrolling: touch; + font-family: "Courier New", monospace; + font-size: 0.9rem; + margin: 0 0 2rem 0; + } + + pre code { + display: block; + line-height: 1.75; + padding: 1rem 1.5rem; + overflow-x: auto; + } + + hr { + border: 0; + border-bottom: solid 2px; + margin: 3rem 0; + } + + hr.major { + margin: 5rem 0; + } + + .align-left { + text-align: left; + } + + .align-center { + text-align: center; + } + + .align-right { + text-align: right; + } + + input, select, textarea { + color: #212931; + } + + a { + color: #212931; + border-bottom-color: rgba(33, 41, 49, 0.5); + } + + a:hover { + border-bottom-color: transparent; + color: #18bfef !important; + } + + strong, b { + color: #212931; + } + + h1, h2, h3, h4, h5, h6 { + color: #212931; + } + + blockquote { + border-left-color: #eeeeee; + } + + code { + background: rgba(220, 220, 220, 0.25); + border-color: #eeeeee; + } + + hr { + border-bottom-color: #eeeeee; + } + +/* Row */ + + .row { + display: flex; + flex-wrap: wrap; + box-sizing: border-box; + align-items: stretch; + } + + .row > * { + box-sizing: border-box; + } + + .row.gtr-uniform > * > :last-child { + margin-bottom: 0; + } + + .row.aln-left { + justify-content: flex-start; + } + + .row.aln-center { + justify-content: center; + } + + .row.aln-right { + justify-content: flex-end; + } + + .row.aln-top { + align-items: flex-start; + } + + .row.aln-middle { + align-items: center; + } + + .row.aln-bottom { + align-items: flex-end; + } + + .row > .imp { + order: -1; + } + + .row > .col-1 { + width: 8.33333%; + } + + .row > .off-1 { + margin-left: 8.33333%; + } + + .row > .col-2 { + width: 16.66667%; + } + + .row > .off-2 { + margin-left: 16.66667%; + } + + .row > .col-3 { + width: 25%; + } + + .row > .off-3 { + margin-left: 25%; + } + + .row > .col-4 { + width: 33.33333%; + } + + .row > .off-4 { + margin-left: 33.33333%; + } + + .row > .col-5 { + width: 41.66667%; + } + + .row > .off-5 { + margin-left: 41.66667%; + } + + .row > .col-6 { + width: 50%; + } + + .row > .off-6 { + margin-left: 50%; + } + + .row > .col-7 { + width: 58.33333%; + } + + .row > .off-7 { + margin-left: 58.33333%; + } + + .row > .col-8 { + width: 66.66667%; + } + + .row > .off-8 { + margin-left: 66.66667%; + } + + .row > .col-9 { + width: 75%; + } + + .row > .off-9 { + margin-left: 75%; + } + + .row > .col-10 { + width: 83.33333%; + } + + .row > .off-10 { + margin-left: 83.33333%; + } + + .row > .col-11 { + width: 91.66667%; + } + + .row > .off-11 { + margin-left: 91.66667%; + } + + .row > .col-12 { + width: 100%; + } + + .row > .off-12 { + margin-left: 100%; + } + + .row.gtr-0 { + margin-top: 0; + margin-left: 0rem; + } + + .row.gtr-0 > * { + padding: 0 0 0 0rem; + } + + .row.gtr-0.gtr-uniform { + margin-top: 0rem; + } + + .row.gtr-0.gtr-uniform > * { + padding-top: 0rem; + } + + .row.gtr-25 { + margin-top: 0; + margin-left: -0.375rem; + } + + .row.gtr-25 > * { + padding: 0 0 0 0.375rem; + } + + .row.gtr-25.gtr-uniform { + margin-top: -0.375rem; + } + + .row.gtr-25.gtr-uniform > * { + padding-top: 0.375rem; + } + + .row.gtr-50 { + margin-top: 0; + margin-left: -0.75rem; + } + + .row.gtr-50 > * { + padding: 0 0 0 0.75rem; + } + + .row.gtr-50.gtr-uniform { + margin-top: -0.75rem; + } + + .row.gtr-50.gtr-uniform > * { + padding-top: 0.75rem; + } + + .row { + margin-top: 0; + margin-left: -1.5rem; + } + + .row > * { + padding: 0 0 0 1.5rem; + } + + .row.gtr-uniform { + margin-top: -1.5rem; + } + + .row.gtr-uniform > * { + padding-top: 1.5rem; + } + + .row.gtr-150 { + margin-top: 0; + margin-left: -2.25rem; + } + + .row.gtr-150 > * { + padding: 0 0 0 2.25rem; + } + + .row.gtr-150.gtr-uniform { + margin-top: -2.25rem; + } + + .row.gtr-150.gtr-uniform > * { + padding-top: 2.25rem; + } + + .row.gtr-200 { + margin-top: 0; + margin-left: -3rem; + } + + .row.gtr-200 > * { + padding: 0 0 0 3rem; + } + + .row.gtr-200.gtr-uniform { + margin-top: -3rem; + } + + .row.gtr-200.gtr-uniform > * { + padding-top: 3rem; + } + + @media screen and (max-width: 1680px) { + + .row { + display: flex; + flex-wrap: wrap; + box-sizing: border-box; + align-items: stretch; + } + + .row > * { + box-sizing: border-box; + } + + .row.gtr-uniform > * > :last-child { + margin-bottom: 0; + } + + .row.aln-left { + justify-content: flex-start; + } + + .row.aln-center { + justify-content: center; + } + + .row.aln-right { + justify-content: flex-end; + } + + .row.aln-top { + align-items: flex-start; + } + + .row.aln-middle { + align-items: center; + } + + .row.aln-bottom { + align-items: flex-end; + } + + .row > .imp-xlarge { + order: -1; + } + + .row > .col-1-xlarge { + width: 8.33333%; + } + + .row > .off-1-xlarge { + margin-left: 8.33333%; + } + + .row > .col-2-xlarge { + width: 16.66667%; + } + + .row > .off-2-xlarge { + margin-left: 16.66667%; + } + + .row > .col-3-xlarge { + width: 25%; + } + + .row > .off-3-xlarge { + margin-left: 25%; + } + + .row > .col-4-xlarge { + width: 33.33333%; + } + + .row > .off-4-xlarge { + margin-left: 33.33333%; + } + + .row > .col-5-xlarge { + width: 41.66667%; + } + + .row > .off-5-xlarge { + margin-left: 41.66667%; + } + + .row > .col-6-xlarge { + width: 50%; + } + + .row > .off-6-xlarge { + margin-left: 50%; + } + + .row > .col-7-xlarge { + width: 58.33333%; + } + + .row > .off-7-xlarge { + margin-left: 58.33333%; + } + + .row > .col-8-xlarge { + width: 66.66667%; + } + + .row > .off-8-xlarge { + margin-left: 66.66667%; + } + + .row > .col-9-xlarge { + width: 75%; + } + + .row > .off-9-xlarge { + margin-left: 75%; + } + + .row > .col-10-xlarge { + width: 83.33333%; + } + + .row > .off-10-xlarge { + margin-left: 83.33333%; + } + + .row > .col-11-xlarge { + width: 91.66667%; + } + + .row > .off-11-xlarge { + margin-left: 91.66667%; + } + + .row > .col-12-xlarge { + width: 100%; + } + + .row > .off-12-xlarge { + margin-left: 100%; + } + + .row.gtr-0 { + margin-top: 0; + margin-left: 0rem; + } + + .row.gtr-0 > * { + padding: 0 0 0 0rem; + } + + .row.gtr-0.gtr-uniform { + margin-top: 0rem; + } + + .row.gtr-0.gtr-uniform > * { + padding-top: 0rem; + } + + .row.gtr-25 { + margin-top: 0; + margin-left: -0.375rem; + } + + .row.gtr-25 > * { + padding: 0 0 0 0.375rem; + } + + .row.gtr-25.gtr-uniform { + margin-top: -0.375rem; + } + + .row.gtr-25.gtr-uniform > * { + padding-top: 0.375rem; + } + + .row.gtr-50 { + margin-top: 0; + margin-left: -0.75rem; + } + + .row.gtr-50 > * { + padding: 0 0 0 0.75rem; + } + + .row.gtr-50.gtr-uniform { + margin-top: -0.75rem; + } + + .row.gtr-50.gtr-uniform > * { + padding-top: 0.75rem; + } + + .row { + margin-top: 0; + margin-left: -1.5rem; + } + + .row > * { + padding: 0 0 0 1.5rem; + } + + .row.gtr-uniform { + margin-top: -1.5rem; + } + + .row.gtr-uniform > * { + padding-top: 1.5rem; + } + + .row.gtr-150 { + margin-top: 0; + margin-left: -2.25rem; + } + + .row.gtr-150 > * { + padding: 0 0 0 2.25rem; + } + + .row.gtr-150.gtr-uniform { + margin-top: -2.25rem; + } + + .row.gtr-150.gtr-uniform > * { + padding-top: 2.25rem; + } + + .row.gtr-200 { + margin-top: 0; + margin-left: -3rem; + } + + .row.gtr-200 > * { + padding: 0 0 0 3rem; + } + + .row.gtr-200.gtr-uniform { + margin-top: -3rem; + } + + .row.gtr-200.gtr-uniform > * { + padding-top: 3rem; + } + + } + + @media screen and (max-width: 1280px) { + + .row { + display: flex; + flex-wrap: wrap; + box-sizing: border-box; + align-items: stretch; + } + + .row > * { + box-sizing: border-box; + } + + .row.gtr-uniform > * > :last-child { + margin-bottom: 0; + } + + .row.aln-left { + justify-content: flex-start; + } + + .row.aln-center { + justify-content: center; + } + + .row.aln-right { + justify-content: flex-end; + } + + .row.aln-top { + align-items: flex-start; + } + + .row.aln-middle { + align-items: center; + } + + .row.aln-bottom { + align-items: flex-end; + } + + .row > .imp-large { + order: -1; + } + + .row > .col-1-large { + width: 8.33333%; + } + + .row > .off-1-large { + margin-left: 8.33333%; + } + + .row > .col-2-large { + width: 16.66667%; + } + + .row > .off-2-large { + margin-left: 16.66667%; + } + + .row > .col-3-large { + width: 25%; + } + + .row > .off-3-large { + margin-left: 25%; + } + + .row > .col-4-large { + width: 33.33333%; + } + + .row > .off-4-large { + margin-left: 33.33333%; + } + + .row > .col-5-large { + width: 41.66667%; + } + + .row > .off-5-large { + margin-left: 41.66667%; + } + + .row > .col-6-large { + width: 50%; + } + + .row > .off-6-large { + margin-left: 50%; + } + + .row > .col-7-large { + width: 58.33333%; + } + + .row > .off-7-large { + margin-left: 58.33333%; + } + + .row > .col-8-large { + width: 66.66667%; + } + + .row > .off-8-large { + margin-left: 66.66667%; + } + + .row > .col-9-large { + width: 75%; + } + + .row > .off-9-large { + margin-left: 75%; + } + + .row > .col-10-large { + width: 83.33333%; + } + + .row > .off-10-large { + margin-left: 83.33333%; + } + + .row > .col-11-large { + width: 91.66667%; + } + + .row > .off-11-large { + margin-left: 91.66667%; + } + + .row > .col-12-large { + width: 100%; + } + + .row > .off-12-large { + margin-left: 100%; + } + + .row.gtr-0 { + margin-top: 0; + margin-left: 0rem; + } + + .row.gtr-0 > * { + padding: 0 0 0 0rem; + } + + .row.gtr-0.gtr-uniform { + margin-top: 0rem; + } + + .row.gtr-0.gtr-uniform > * { + padding-top: 0rem; + } + + .row.gtr-25 { + margin-top: 0; + margin-left: -0.375rem; + } + + .row.gtr-25 > * { + padding: 0 0 0 0.375rem; + } + + .row.gtr-25.gtr-uniform { + margin-top: -0.375rem; + } + + .row.gtr-25.gtr-uniform > * { + padding-top: 0.375rem; + } + + .row.gtr-50 { + margin-top: 0; + margin-left: -0.75rem; + } + + .row.gtr-50 > * { + padding: 0 0 0 0.75rem; + } + + .row.gtr-50.gtr-uniform { + margin-top: -0.75rem; + } + + .row.gtr-50.gtr-uniform > * { + padding-top: 0.75rem; + } + + .row { + margin-top: 0; + margin-left: -1.5rem; + } + + .row > * { + padding: 0 0 0 1.5rem; + } + + .row.gtr-uniform { + margin-top: -1.5rem; + } + + .row.gtr-uniform > * { + padding-top: 1.5rem; + } + + .row.gtr-150 { + margin-top: 0; + margin-left: -2.25rem; + } + + .row.gtr-150 > * { + padding: 0 0 0 2.25rem; + } + + .row.gtr-150.gtr-uniform { + margin-top: -2.25rem; + } + + .row.gtr-150.gtr-uniform > * { + padding-top: 2.25rem; + } + + .row.gtr-200 { + margin-top: 0; + margin-left: -3rem; + } + + .row.gtr-200 > * { + padding: 0 0 0 3rem; + } + + .row.gtr-200.gtr-uniform { + margin-top: -3rem; + } + + .row.gtr-200.gtr-uniform > * { + padding-top: 3rem; + } + + } + + @media screen and (max-width: 980px) { + + .row { + display: flex; + flex-wrap: wrap; + box-sizing: border-box; + align-items: stretch; + } + + .row > * { + box-sizing: border-box; + } + + .row.gtr-uniform > * > :last-child { + margin-bottom: 0; + } + + .row.aln-left { + justify-content: flex-start; + } + + .row.aln-center { + justify-content: center; + } + + .row.aln-right { + justify-content: flex-end; + } + + .row.aln-top { + align-items: flex-start; + } + + .row.aln-middle { + align-items: center; + } + + .row.aln-bottom { + align-items: flex-end; + } + + .row > .imp-medium { + order: -1; + } + + .row > .col-1-medium { + width: 8.33333%; + } + + .row > .off-1-medium { + margin-left: 8.33333%; + } + + .row > .col-2-medium { + width: 16.66667%; + } + + .row > .off-2-medium { + margin-left: 16.66667%; + } + + .row > .col-3-medium { + width: 25%; + } + + .row > .off-3-medium { + margin-left: 25%; + } + + .row > .col-4-medium { + width: 33.33333%; + } + + .row > .off-4-medium { + margin-left: 33.33333%; + } + + .row > .col-5-medium { + width: 41.66667%; + } + + .row > .off-5-medium { + margin-left: 41.66667%; + } + + .row > .col-6-medium { + width: 50%; + } + + .row > .off-6-medium { + margin-left: 50%; + } + + .row > .col-7-medium { + width: 58.33333%; + } + + .row > .off-7-medium { + margin-left: 58.33333%; + } + + .row > .col-8-medium { + width: 66.66667%; + } + + .row > .off-8-medium { + margin-left: 66.66667%; + } + + .row > .col-9-medium { + width: 75%; + } + + .row > .off-9-medium { + margin-left: 75%; + } + + .row > .col-10-medium { + width: 83.33333%; + } + + .row > .off-10-medium { + margin-left: 83.33333%; + } + + .row > .col-11-medium { + width: 91.66667%; + } + + .row > .off-11-medium { + margin-left: 91.66667%; + } + + .row > .col-12-medium { + width: 100%; + } + + .row > .off-12-medium { + margin-left: 100%; + } + + .row.gtr-0 { + margin-top: 0; + margin-left: 0rem; + } + + .row.gtr-0 > * { + padding: 0 0 0 0rem; + } + + .row.gtr-0.gtr-uniform { + margin-top: 0rem; + } + + .row.gtr-0.gtr-uniform > * { + padding-top: 0rem; + } + + .row.gtr-25 { + margin-top: 0; + margin-left: -0.375rem; + } + + .row.gtr-25 > * { + padding: 0 0 0 0.375rem; + } + + .row.gtr-25.gtr-uniform { + margin-top: -0.375rem; + } + + .row.gtr-25.gtr-uniform > * { + padding-top: 0.375rem; + } + + .row.gtr-50 { + margin-top: 0; + margin-left: -0.75rem; + } + + .row.gtr-50 > * { + padding: 0 0 0 0.75rem; + } + + .row.gtr-50.gtr-uniform { + margin-top: -0.75rem; + } + + .row.gtr-50.gtr-uniform > * { + padding-top: 0.75rem; + } + + .row { + margin-top: 0; + margin-left: -1.5rem; + } + + .row > * { + padding: 0 0 0 1.5rem; + } + + .row.gtr-uniform { + margin-top: -1.5rem; + } + + .row.gtr-uniform > * { + padding-top: 1.5rem; + } + + .row.gtr-150 { + margin-top: 0; + margin-left: -2.25rem; + } + + .row.gtr-150 > * { + padding: 0 0 0 2.25rem; + } + + .row.gtr-150.gtr-uniform { + margin-top: -2.25rem; + } + + .row.gtr-150.gtr-uniform > * { + padding-top: 2.25rem; + } + + .row.gtr-200 { + margin-top: 0; + margin-left: -3rem; + } + + .row.gtr-200 > * { + padding: 0 0 0 3rem; + } + + .row.gtr-200.gtr-uniform { + margin-top: -3rem; + } + + .row.gtr-200.gtr-uniform > * { + padding-top: 3rem; + } + + } + + @media screen and (max-width: 736px) { + + .row { + display: flex; + flex-wrap: wrap; + box-sizing: border-box; + align-items: stretch; + } + + .row > * { + box-sizing: border-box; + } + + .row.gtr-uniform > * > :last-child { + margin-bottom: 0; + } + + .row.aln-left { + justify-content: flex-start; + } + + .row.aln-center { + justify-content: center; + } + + .row.aln-right { + justify-content: flex-end; + } + + .row.aln-top { + align-items: flex-start; + } + + .row.aln-middle { + align-items: center; + } + + .row.aln-bottom { + align-items: flex-end; + } + + .row > .imp-small { + order: -1; + } + + .row > .col-1-small { + width: 8.33333%; + } + + .row > .off-1-small { + margin-left: 8.33333%; + } + + .row > .col-2-small { + width: 16.66667%; + } + + .row > .off-2-small { + margin-left: 16.66667%; + } + + .row > .col-3-small { + width: 25%; + } + + .row > .off-3-small { + margin-left: 25%; + } + + .row > .col-4-small { + width: 33.33333%; + } + + .row > .off-4-small { + margin-left: 33.33333%; + } + + .row > .col-5-small { + width: 41.66667%; + } + + .row > .off-5-small { + margin-left: 41.66667%; + } + + .row > .col-6-small { + width: 50%; + } + + .row > .off-6-small { + margin-left: 50%; + } + + .row > .col-7-small { + width: 58.33333%; + } + + .row > .off-7-small { + margin-left: 58.33333%; + } + + .row > .col-8-small { + width: 66.66667%; + } + + .row > .off-8-small { + margin-left: 66.66667%; + } + + .row > .col-9-small { + width: 75%; + } + + .row > .off-9-small { + margin-left: 75%; + } + + .row > .col-10-small { + width: 83.33333%; + } + + .row > .off-10-small { + margin-left: 83.33333%; + } + + .row > .col-11-small { + width: 91.66667%; + } + + .row > .off-11-small { + margin-left: 91.66667%; + } + + .row > .col-12-small { + width: 100%; + } + + .row > .off-12-small { + margin-left: 100%; + } + + .row.gtr-0 { + margin-top: 0; + margin-left: 0rem; + } + + .row.gtr-0 > * { + padding: 0 0 0 0rem; + } + + .row.gtr-0.gtr-uniform { + margin-top: 0rem; + } + + .row.gtr-0.gtr-uniform > * { + padding-top: 0rem; + } + + .row.gtr-25 { + margin-top: 0; + margin-left: -0.375rem; + } + + .row.gtr-25 > * { + padding: 0 0 0 0.375rem; + } + + .row.gtr-25.gtr-uniform { + margin-top: -0.375rem; + } + + .row.gtr-25.gtr-uniform > * { + padding-top: 0.375rem; + } + + .row.gtr-50 { + margin-top: 0; + margin-left: -0.75rem; + } + + .row.gtr-50 > * { + padding: 0 0 0 0.75rem; + } + + .row.gtr-50.gtr-uniform { + margin-top: -0.75rem; + } + + .row.gtr-50.gtr-uniform > * { + padding-top: 0.75rem; + } + + .row { + margin-top: 0; + margin-left: -1.5rem; + } + + .row > * { + padding: 0 0 0 1.5rem; + } + + .row.gtr-uniform { + margin-top: -1.5rem; + } + + .row.gtr-uniform > * { + padding-top: 1.5rem; + } + + .row.gtr-150 { + margin-top: 0; + margin-left: -2.25rem; + } + + .row.gtr-150 > * { + padding: 0 0 0 2.25rem; + } + + .row.gtr-150.gtr-uniform { + margin-top: -2.25rem; + } + + .row.gtr-150.gtr-uniform > * { + padding-top: 2.25rem; + } + + .row.gtr-200 { + margin-top: 0; + margin-left: -3rem; + } + + .row.gtr-200 > * { + padding: 0 0 0 3rem; + } + + .row.gtr-200.gtr-uniform { + margin-top: -3rem; + } + + .row.gtr-200.gtr-uniform > * { + padding-top: 3rem; + } + + } + + @media screen and (max-width: 480px) { + + .row { + display: flex; + flex-wrap: wrap; + box-sizing: border-box; + align-items: stretch; + } + + .row > * { + box-sizing: border-box; + } + + .row.gtr-uniform > * > :last-child { + margin-bottom: 0; + } + + .row.aln-left { + justify-content: flex-start; + } + + .row.aln-center { + justify-content: center; + } + + .row.aln-right { + justify-content: flex-end; + } + + .row.aln-top { + align-items: flex-start; + } + + .row.aln-middle { + align-items: center; + } + + .row.aln-bottom { + align-items: flex-end; + } + + .row > .imp-xsmall { + order: -1; + } + + .row > .col-1-xsmall { + width: 8.33333%; + } + + .row > .off-1-xsmall { + margin-left: 8.33333%; + } + + .row > .col-2-xsmall { + width: 16.66667%; + } + + .row > .off-2-xsmall { + margin-left: 16.66667%; + } + + .row > .col-3-xsmall { + width: 25%; + } + + .row > .off-3-xsmall { + margin-left: 25%; + } + + .row > .col-4-xsmall { + width: 33.33333%; + } + + .row > .off-4-xsmall { + margin-left: 33.33333%; + } + + .row > .col-5-xsmall { + width: 41.66667%; + } + + .row > .off-5-xsmall { + margin-left: 41.66667%; + } + + .row > .col-6-xsmall { + width: 50%; + } + + .row > .off-6-xsmall { + margin-left: 50%; + } + + .row > .col-7-xsmall { + width: 58.33333%; + } + + .row > .off-7-xsmall { + margin-left: 58.33333%; + } + + .row > .col-8-xsmall { + width: 66.66667%; + } + + .row > .off-8-xsmall { + margin-left: 66.66667%; + } + + .row > .col-9-xsmall { + width: 75%; + } + + .row > .off-9-xsmall { + margin-left: 75%; + } + + .row > .col-10-xsmall { + width: 83.33333%; + } + + .row > .off-10-xsmall { + margin-left: 83.33333%; + } + + .row > .col-11-xsmall { + width: 91.66667%; + } + + .row > .off-11-xsmall { + margin-left: 91.66667%; + } + + .row > .col-12-xsmall { + width: 100%; + } + + .row > .off-12-xsmall { + margin-left: 100%; + } + + .row.gtr-0 { + margin-top: 0; + margin-left: 0rem; + } + + .row.gtr-0 > * { + padding: 0 0 0 0rem; + } + + .row.gtr-0.gtr-uniform { + margin-top: 0rem; + } + + .row.gtr-0.gtr-uniform > * { + padding-top: 0rem; + } + + .row.gtr-25 { + margin-top: 0; + margin-left: -0.375rem; + } + + .row.gtr-25 > * { + padding: 0 0 0 0.375rem; + } + + .row.gtr-25.gtr-uniform { + margin-top: -0.375rem; + } + + .row.gtr-25.gtr-uniform > * { + padding-top: 0.375rem; + } + + .row.gtr-50 { + margin-top: 0; + margin-left: -0.75rem; + } + + .row.gtr-50 > * { + padding: 0 0 0 0.75rem; + } + + .row.gtr-50.gtr-uniform { + margin-top: -0.75rem; + } + + .row.gtr-50.gtr-uniform > * { + padding-top: 0.75rem; + } + + .row { + margin-top: 0; + margin-left: -1.5rem; + } + + .row > * { + padding: 0 0 0 1.5rem; + } + + .row.gtr-uniform { + margin-top: -1.5rem; + } + + .row.gtr-uniform > * { + padding-top: 1.5rem; + } + + .row.gtr-150 { + margin-top: 0; + margin-left: -2.25rem; + } + + .row.gtr-150 > * { + padding: 0 0 0 2.25rem; + } + + .row.gtr-150.gtr-uniform { + margin-top: -2.25rem; + } + + .row.gtr-150.gtr-uniform > * { + padding-top: 2.25rem; + } + + .row.gtr-200 { + margin-top: 0; + margin-left: -3rem; + } + + .row.gtr-200 > * { + padding: 0 0 0 3rem; + } + + .row.gtr-200.gtr-uniform { + margin-top: -3rem; + } + + .row.gtr-200.gtr-uniform > * { + padding-top: 3rem; + } + + } + + @media screen and (max-width: 360px) { + + .row { + display: flex; + flex-wrap: wrap; + box-sizing: border-box; + align-items: stretch; + } + + .row > * { + box-sizing: border-box; + } + + .row.gtr-uniform > * > :last-child { + margin-bottom: 0; + } + + .row.aln-left { + justify-content: flex-start; + } + + .row.aln-center { + justify-content: center; + } + + .row.aln-right { + justify-content: flex-end; + } + + .row.aln-top { + align-items: flex-start; + } + + .row.aln-middle { + align-items: center; + } + + .row.aln-bottom { + align-items: flex-end; + } + + .row > .imp-xxsmall { + order: -1; + } + + .row > .col-1-xxsmall { + width: 8.33333%; + } + + .row > .off-1-xxsmall { + margin-left: 8.33333%; + } + + .row > .col-2-xxsmall { + width: 16.66667%; + } + + .row > .off-2-xxsmall { + margin-left: 16.66667%; + } + + .row > .col-3-xxsmall { + width: 25%; + } + + .row > .off-3-xxsmall { + margin-left: 25%; + } + + .row > .col-4-xxsmall { + width: 33.33333%; + } + + .row > .off-4-xxsmall { + margin-left: 33.33333%; + } + + .row > .col-5-xxsmall { + width: 41.66667%; + } + + .row > .off-5-xxsmall { + margin-left: 41.66667%; + } + + .row > .col-6-xxsmall { + width: 50%; + } + + .row > .off-6-xxsmall { + margin-left: 50%; + } + + .row > .col-7-xxsmall { + width: 58.33333%; + } + + .row > .off-7-xxsmall { + margin-left: 58.33333%; + } + + .row > .col-8-xxsmall { + width: 66.66667%; + } + + .row > .off-8-xxsmall { + margin-left: 66.66667%; + } + + .row > .col-9-xxsmall { + width: 75%; + } + + .row > .off-9-xxsmall { + margin-left: 75%; + } + + .row > .col-10-xxsmall { + width: 83.33333%; + } + + .row > .off-10-xxsmall { + margin-left: 83.33333%; + } + + .row > .col-11-xxsmall { + width: 91.66667%; + } + + .row > .off-11-xxsmall { + margin-left: 91.66667%; + } + + .row > .col-12-xxsmall { + width: 100%; + } + + .row > .off-12-xxsmall { + margin-left: 100%; + } + + .row.gtr-0 { + margin-top: 0; + margin-left: 0rem; + } + + .row.gtr-0 > * { + padding: 0 0 0 0rem; + } + + .row.gtr-0.gtr-uniform { + margin-top: 0rem; + } + + .row.gtr-0.gtr-uniform > * { + padding-top: 0rem; + } + + .row.gtr-25 { + margin-top: 0; + margin-left: -0.375rem; + } + + .row.gtr-25 > * { + padding: 0 0 0 0.375rem; + } + + .row.gtr-25.gtr-uniform { + margin-top: -0.375rem; + } + + .row.gtr-25.gtr-uniform > * { + padding-top: 0.375rem; + } + + .row.gtr-50 { + margin-top: 0; + margin-left: -0.75rem; + } + + .row.gtr-50 > * { + padding: 0 0 0 0.75rem; + } + + .row.gtr-50.gtr-uniform { + margin-top: -0.75rem; + } + + .row.gtr-50.gtr-uniform > * { + padding-top: 0.75rem; + } + + .row { + margin-top: 0; + margin-left: -1.5rem; + } + + .row > * { + padding: 0 0 0 1.5rem; + } + + .row.gtr-uniform { + margin-top: -1.5rem; + } + + .row.gtr-uniform > * { + padding-top: 1.5rem; + } + + .row.gtr-150 { + margin-top: 0; + margin-left: -2.25rem; + } + + .row.gtr-150 > * { + padding: 0 0 0 2.25rem; + } + + .row.gtr-150.gtr-uniform { + margin-top: -2.25rem; + } + + .row.gtr-150.gtr-uniform > * { + padding-top: 2.25rem; + } + + .row.gtr-200 { + margin-top: 0; + margin-left: -3rem; + } + + .row.gtr-200 > * { + padding: 0 0 0 3rem; + } + + .row.gtr-200.gtr-uniform { + margin-top: -3rem; + } + + .row.gtr-200.gtr-uniform > * { + padding-top: 3rem; + } + + } + +/* Box */ + + .box { + border: solid 2px; + margin-bottom: 2rem; + padding: 1.5rem; + } + + .box > :last-child, + .box > :last-child > :last-child, + .box > :last-child > :last-child > :last-child { + margin-bottom: 0; + } + + .box.alt { + border: 0; + border-radius: 0; + padding: 0; + } + + .box { + border-color: #eeeeee; + } + +/* Button */ + + input[type="submit"], + input[type="reset"], + input[type="button"], + button, + .button { + -moz-appearance: none; + -webkit-appearance: none; + -ms-appearance: none; + appearance: none; + -moz-transition: background-color 0.2s ease-in-out, box-shadow 0.2s ease-in-out, color 0.2s ease-in-out; + -webkit-transition: background-color 0.2s ease-in-out, box-shadow 0.2s ease-in-out, color 0.2s ease-in-out; + -ms-transition: background-color 0.2s ease-in-out, box-shadow 0.2s ease-in-out, color 0.2s ease-in-out; + transition: background-color 0.2s ease-in-out, box-shadow 0.2s ease-in-out, color 0.2s ease-in-out; + border: 0; + border-radius: 0; + cursor: pointer; + display: inline-block; + font-family: "Source Sans Pro", Helvetica, sans-serif; + font-size: 0.8rem; + font-weight: 900; + letter-spacing: 0.075em; + height: 3rem; + line-height: 3rem; + padding: 0 2rem; + text-align: center; + text-decoration: none; + text-transform: uppercase; + white-space: nowrap; + } + + input[type="submit"].icon:before, + input[type="reset"].icon:before, + input[type="button"].icon:before, + button.icon:before, + .button.icon:before { + margin-right: 0.5rem; + } + + input[type="submit"].icon.solo, + input[type="reset"].icon.solo, + input[type="button"].icon.solo, + button.icon.solo, + .button.icon.solo { + position: relative; + width: 4rem; + height: 4rem; + line-height: 4rem; + border-radius: 4rem; + text-indent: 4rem; + overflow: hidden; + padding: 0; + white-space: nowrap; + } + + input[type="submit"].icon.solo:before, + input[type="reset"].icon.solo:before, + input[type="button"].icon.solo:before, + button.icon.solo:before, + .button.icon.solo:before { + position: absolute; + display: block; + top: 0; + left: 0; + width: inherit; + height: inherit; + line-height: inherit; + font-size: 1.25rem; + margin-right: 0; + text-align: center; + text-indent: 0; + } + + input[type="submit"].fit, + input[type="reset"].fit, + input[type="button"].fit, + button.fit, + .button.fit { + width: 100%; + } + + input[type="submit"].small, + input[type="reset"].small, + input[type="button"].small, + button.small, + .button.small { + font-size: 0.7rem; + height: 2.5rem; + line-height: 2.5rem; + padding: 0 1.5rem; + } + + input[type="submit"].large, + input[type="reset"].large, + input[type="button"].large, + button.large, + .button.large { + font-size: 0.9rem; + height: 3.5rem; + line-height: 3.5rem; + padding: 0 2.75rem; + } + + @media screen and (max-width: 980px) { + + input[type="submit"], + input[type="reset"], + input[type="button"], + button, + .button { + font-size: 0.9rem; + height: 3.25rem; + line-height: 3.25rem; + } + + input[type="submit"].large, + input[type="reset"].large, + input[type="button"].large, + button.large, + .button.large { + font-size: 1rem; + height: 3.75rem; + line-height: 3.75rem; + } + + } + + input[type="submit"].disabled, input[type="submit"]:disabled, + input[type="reset"].disabled, + input[type="reset"]:disabled, + input[type="button"].disabled, + input[type="button"]:disabled, + button.disabled, + button:disabled, + .button.disabled, + .button:disabled { + pointer-events: none; + opacity: 0.25; + } + + input[type="submit"], + input[type="reset"], + input[type="button"], + button, + .button { + background-color: transparent; + box-shadow: inset 0 0 0 2px #212931; + color: #212931 !important; + } + + input[type="submit"]:hover, + input[type="reset"]:hover, + input[type="button"]:hover, + button:hover, + .button:hover { + box-shadow: inset 0 0 0 2px #18bfef; + color: #18bfef !important; + } + + input[type="submit"].primary, + input[type="reset"].primary, + input[type="button"].primary, + button.primary, + .button.primary { + background-color: #212931; + box-shadow: none; + color: #ffffff !important; + } + + input[type="submit"].primary:hover, + input[type="reset"].primary:hover, + input[type="button"].primary:hover, + button.primary:hover, + .button.primary:hover { + background-color: #18bfef; + } + +/* Form */ + + form { + margin: 0 0 2rem 0; + } + + form > :last-child { + margin-bottom: 0; + } + + form > .fields { + display: -moz-flex; + display: -webkit-flex; + display: -ms-flex; + display: flex; + -moz-flex-wrap: wrap; + -webkit-flex-wrap: wrap; + -ms-flex-wrap: wrap; + flex-wrap: wrap; + width: calc(100% + 3rem); + margin: -1.5rem 0 2rem -1.5rem; + } + + form > .fields > .field { + -moz-flex-grow: 0; + -webkit-flex-grow: 0; + -ms-flex-grow: 0; + flex-grow: 0; + -moz-flex-shrink: 0; + -webkit-flex-shrink: 0; + -ms-flex-shrink: 0; + flex-shrink: 0; + padding: 1.5rem 0 0 1.5rem; + width: calc(100% - 1.5rem); + } + + form > .fields > .field.half { + width: calc(50% - 0.75rem); + } + + form > .fields > .field.third { + width: calc(100%/3 - 0.5rem); + } + + form > .fields > .field.quarter { + width: calc(25% - 0.375rem); + } + + @media screen and (max-width: 480px) { + + form > .fields { + width: calc(100% + 3rem); + margin: -1.5rem 0 2rem -1.5rem; + } + + form > .fields > .field { + padding: 1.5rem 0 0 1.5rem; + width: calc(100% - 1.5rem); + } + + form > .fields > .field.half { + width: calc(100% - 1.5rem); + } + + form > .fields > .field.third { + width: calc(100% - 1.5rem); + } + + form > .fields > .field.quarter { + width: calc(100% - 1.5rem); + } + + } + + label { + display: block; + font-family: "Source Sans Pro", Helvetica, sans-serif; + font-weight: 900; + line-height: 1.5; + letter-spacing: 0.075em; + font-size: 0.8rem; + text-transform: uppercase; + margin: 0 0 0.75rem 0; + } + + @media screen and (max-width: 980px) { + + label { + font-size: 0.9rem; + } + + } + + input[type="text"], + input[type="password"], + input[type="email"], + select, + textarea { + -moz-appearance: none; + -webkit-appearance: none; + -ms-appearance: none; + appearance: none; + background: transparent; + border-radius: 0; + border: solid 2px; + color: inherit; + display: block; + outline: 0; + padding: 0 1rem; + text-decoration: none; + width: 100%; + } + + input[type="text"]:invalid, + input[type="password"]:invalid, + input[type="email"]:invalid, + select:invalid, + textarea:invalid { + box-shadow: none; + } + + select { + background-size: 1.25rem; + background-repeat: no-repeat; + background-position: calc(100% - 1rem) center; + height: 3rem; + padding-right: 3rem; + text-overflow: ellipsis; + } + + select:focus::-ms-value { + background-color: transparent; + } + + select::-ms-expand { + display: none; + } + + input[type="text"], + input[type="password"], + input[type="email"], + select { + height: 3rem; + } + + textarea { + padding: 0.75rem 1rem; + } + + input[type="checkbox"], + input[type="radio"] { + -moz-appearance: none; + -webkit-appearance: none; + -ms-appearance: none; + appearance: none; + display: block; + float: left; + margin-right: -2rem; + opacity: 0; + width: 1rem; + z-index: -1; + } + + input[type="checkbox"] + label, + input[type="radio"] + label { + text-decoration: none; + cursor: pointer; + display: inline-block; + font-size: 1rem; + letter-spacing: 0; + font-family: "Merriweather", Georgia, serif; + text-transform: none; + font-weight: 300; + padding-left: 2.8rem; + padding-right: 1rem; + position: relative; + } + + input[type="checkbox"] + label:before, + input[type="radio"] + label:before { + -moz-osx-font-smoothing: grayscale; + -webkit-font-smoothing: antialiased; + display: inline-block; + font-style: normal; + font-variant: normal; + text-rendering: auto; + line-height: 1; + text-transform: none !important; + font-family: 'Font Awesome 5 Free'; + font-weight: 900; + } + + input[type="checkbox"] + label:before, + input[type="radio"] + label:before { + border-radius: 0; + border: solid 2px; + content: ''; + display: inline-block; + font-size: 0.8rem; + height: 1.8rem; + left: 0; + line-height: 1.65rem; + position: absolute; + text-align: center; + top: -0.125rem; + width: 1.8rem; + } + + input[type="checkbox"]:checked + label:before, + input[type="radio"]:checked + label:before { + content: '\f00c'; + } + + input[type="checkbox"] + label:before { + border-radius: 0; + } + + input[type="radio"] + label:before { + border-radius: 100%; + } + + ::-webkit-input-placeholder { + opacity: 1.0; + } + + :-moz-placeholder { + opacity: 1.0; + } + + ::-moz-placeholder { + opacity: 1.0; + } + + :-ms-input-placeholder { + opacity: 1.0; + } + + label { + color: #212931; + } + + input[type="text"], + input[type="password"], + input[type="email"], + select, + textarea { + border-color: #eeeeee; + } + + input[type="text"]:focus, + input[type="password"]:focus, + input[type="email"]:focus, + select:focus, + textarea:focus { + border-color: #18bfef; + } + + select { + background-image: url("data:image/svg+xml;charset=utf8,%3Csvg xmlns='http://www.w3.org/2000/svg' width='40' height='40' preserveAspectRatio='none' viewBox='0 0 40 40'%3E%3Cpath d='M9.4,12.3l10.4,10.4l10.4-10.4c0.2-0.2,0.5-0.4,0.9-0.4c0.3,0,0.6,0.1,0.9,0.4l3.3,3.3c0.2,0.2,0.4,0.5,0.4,0.9 c0,0.4-0.1,0.6-0.4,0.9L20.7,31.9c-0.2,0.2-0.5,0.4-0.9,0.4c-0.3,0-0.6-0.1-0.9-0.4L4.3,17.3c-0.2-0.2-0.4-0.5-0.4-0.9 c0-0.4,0.1-0.6,0.4-0.9l3.3-3.3c0.2-0.2,0.5-0.4,0.9-0.4S9.1,12.1,9.4,12.3z' fill='%23eeeeee' /%3E%3C/svg%3E"); + } + + select option { + background-color: #ffffff; + color: #212931; + } + + .select-wrapper:before { + color: #eeeeee; + } + + input[type="checkbox"] + label, + input[type="radio"] + label { + color: #212931; + } + + input[type="checkbox"] + label:before, + input[type="radio"] + label:before { + border-color: #eeeeee; + } + + input[type="checkbox"]:checked + label:before, + input[type="radio"]:checked + label:before { + background-color: #212931; + border-color: #212931; + color: #ffffff; + } + + input[type="checkbox"]:focus + label:before, + input[type="radio"]:focus + label:before { + border-color: #18bfef; + } + + ::-webkit-input-placeholder { + color: #909498 !important; + } + + :-moz-placeholder { + color: #909498 !important; + } + + ::-moz-placeholder { + color: #909498 !important; + } + + :-ms-input-placeholder { + color: #909498 !important; + } + + .formerize-placeholder { + color: #909498 !important; + } + +/* Icon */ + + .icon { + text-decoration: none; + border-bottom: none; + position: relative; + } + + .icon:before { + -moz-osx-font-smoothing: grayscale; + -webkit-font-smoothing: antialiased; + display: inline-block; + font-style: normal; + font-variant: normal; + text-rendering: auto; + line-height: 1; + text-transform: none !important; + font-family: 'Font Awesome 5 Free'; + font-weight: 400; + } + + .icon > .label { + display: none; + } + + .icon:before { + line-height: inherit; + } + + .icon.solid:before { + font-weight: 900; + } + + .icon.brands:before { + font-family: 'Font Awesome 5 Brands'; + } + +/* Image */ + + .image { + border: 0; + display: inline-block; + position: relative; + } + + .image img { + display: block; + } + + .image.left, .image.right { + max-width: 40%; + } + + .image.left img, .image.right img { + width: 100%; + } + + .image.left { + float: left; + margin: 0 2rem 2rem 0; + top: 0.75rem; + } + + .image.right { + float: right; + margin: 0 0 2rem 2rem; + top: 0.75rem; + } + + .image.fit { + display: block; + margin: 2.5rem 0; + width: 100%; + } + + .image.fit:first-child { + margin-top: 0; + } + + .image.fit img { + width: 100%; + } + + .image.main { + display: block; + margin: 4rem 0; + width: 100%; + } + + .image.main:first-child { + margin-top: 0; + } + + .image.main img { + width: 100%; + } + + @media screen and (max-width: 736px) { + + .image.fit { + margin: 2rem 0; + } + + .image.main { + margin: 2rem 0; + } + + } + + a.image { + overflow: hidden; + } + + a.image img { + -moz-transition: -moz-transform 0.2s ease-out; + -webkit-transition: -webkit-transform 0.2s ease-out; + -ms-transition: -ms-transform 0.2s ease-out; + transition: transform 0.2s ease-out; + } + + a.image:hover img { + -moz-transform: scale(1.05); + -webkit-transform: scale(1.05); + -ms-transform: scale(1.05); + transform: scale(1.05); + } + +/* Actions */ + + ul.actions { + display: -moz-flex; + display: -webkit-flex; + display: -ms-flex; + display: flex; + cursor: default; + list-style: none; + margin-left: -1rem; + padding-left: 0; + } + + ul.actions li { + padding: 0 0 0 1rem; + vertical-align: middle; + } + + ul.actions.special { + -moz-justify-content: center; + -webkit-justify-content: center; + -ms-justify-content: center; + justify-content: center; + width: 100%; + margin-left: 0; + } + + ul.actions.special li:first-child { + padding-left: 0; + } + + ul.actions.stacked { + -moz-flex-direction: column; + -webkit-flex-direction: column; + -ms-flex-direction: column; + flex-direction: column; + margin-left: 0; + } + + ul.actions.stacked li { + padding: 1.3rem 0 0 0; + } + + ul.actions.stacked li:first-child { + padding-top: 0; + } + + ul.actions.fit { + width: calc(100% + 1rem); + } + + ul.actions.fit li { + -moz-flex-grow: 1; + -webkit-flex-grow: 1; + -ms-flex-grow: 1; + flex-grow: 1; + -moz-flex-shrink: 1; + -webkit-flex-shrink: 1; + -ms-flex-shrink: 1; + flex-shrink: 1; + width: 100%; + } + + ul.actions.fit li > * { + width: 100%; + } + + ul.actions.fit.stacked { + width: 100%; + } + + @media screen and (max-width: 480px) { + + ul.actions:not(.fixed) { + -moz-flex-direction: column; + -webkit-flex-direction: column; + -ms-flex-direction: column; + flex-direction: column; + margin-left: 0; + width: 100% !important; + } + + ul.actions:not(.fixed) li { + -moz-flex-grow: 1; + -webkit-flex-grow: 1; + -ms-flex-grow: 1; + flex-grow: 1; + -moz-flex-shrink: 1; + -webkit-flex-shrink: 1; + -ms-flex-shrink: 1; + flex-shrink: 1; + padding: 1rem 0 0 0; + text-align: center; + width: 100%; + } + + ul.actions:not(.fixed) li > * { + width: 100%; + } + + ul.actions:not(.fixed) li:first-child { + padding-top: 0; + } + + ul.actions:not(.fixed) li input[type="submit"], + ul.actions:not(.fixed) li input[type="reset"], + ul.actions:not(.fixed) li input[type="button"], + ul.actions:not(.fixed) li button, + ul.actions:not(.fixed) li .button { + width: 100%; + } + + ul.actions:not(.fixed) li input[type="submit"].icon:before, + ul.actions:not(.fixed) li input[type="reset"].icon:before, + ul.actions:not(.fixed) li input[type="button"].icon:before, + ul.actions:not(.fixed) li button.icon:before, + ul.actions:not(.fixed) li .button.icon:before { + margin-left: -0.5rem; + } + + } + +/* Icons */ + + ul.icons { + cursor: default; + list-style: none; + padding-left: 0; + } + + ul.icons li { + display: inline-block; + padding: 0 0.5rem 0 0; + vertical-align: middle; + } + + ul.icons li:last-child { + padding-right: 0; + } + + ul.icons li .icon:before { + width: 2.25rem; + height: 2.25rem; + line-height: 2.25rem; + display: inline-block; + text-align: center; + border-radius: 100%; + font-size: 1.25rem; + } + + ul.icons.alt li .icon:before { + -moz-transition: color 0.2s ease-in-out, background-color 0.2s ease-in-out, border-color 0.2s ease-in-out, box-shadow 0.2s ease-in-out; + -webkit-transition: color 0.2s ease-in-out, background-color 0.2s ease-in-out, border-color 0.2s ease-in-out, box-shadow 0.2s ease-in-out; + -ms-transition: color 0.2s ease-in-out, background-color 0.2s ease-in-out, border-color 0.2s ease-in-out, box-shadow 0.2s ease-in-out; + transition: color 0.2s ease-in-out, background-color 0.2s ease-in-out, border-color 0.2s ease-in-out, box-shadow 0.2s ease-in-out; + font-size: 1rem; + } + +/* List */ + + ol { + list-style: decimal; + margin: 0 0 2rem 0; + padding-left: 1.25rem; + } + + ol li { + padding-left: 0.25rem; + } + + ul { + list-style: disc; + margin: 0 0 2rem 0; + padding-left: 1rem; + } + + ul li { + padding-left: 0.5rem; + } + + ul.divided { + list-style: none; + padding-left: 0; + } + + ul.divided li { + border-top: solid 1px; + padding: 0.5rem 0; + } + + ul.divided li:first-child { + border-top: 0; + padding-top: 0; + } + + dl { + margin: 0 0 2rem 0; + } + + dl dt { + display: block; + font-weight: 600; + margin: 0 0 1rem 0; + } + + dl dd { + margin-left: 2rem; + } + + ul.divided li { + border-top-color: #eeeeee; + } + + ul.icons li a.icon:hover:before { + color: #18bfef; + } + + ul.icons.alt li .icon:before { + box-shadow: inset 0 0 0 2px #eeeeee; + } + + ul.icons.alt li a.icon:hover:before { + box-shadow: inset 0 0 0 2px #18bfef; + } + +/* Section/Article */ + + section.special, article.special { + text-align: center; + } + + header { + cursor: default; + } + + header > .date { + display: block; + font-size: 0.8rem; + height: 1; + margin: 0 0 1rem 0; + position: relative; + } + + header > p { + font-style: italic; + } + + header > h1 + p { + font-size: 1.1rem; + margin-top: -0.5rem; + line-height: 2; + } + + header > h2 + p { + font-size: 1rem; + margin-top: -0.75rem; + } + + header > h3 + p { + font-size: 0.9rem; + margin-top: -0.75rem; + } + + header > h4 + p { + font-size: 0.8rem; + margin-top: -0.75rem; + } + + header.major { + margin: 0 0 4rem 0; + text-align: center; + } + + header.major > :last-child { + margin-bottom: 0; + } + + header.major > p { + margin-top: 0; + text-align: center; + } + + header.major > .date { + font-size: 1rem; + margin: 0 0 4rem 0; + } + + header.major > .date:before, header.major > .date:after { + content: ''; + display: block; + position: absolute; + top: 50%; + width: calc(50% - 6rem); + border-top: solid 2px; + } + + header.major > .date:before { + left: 0; + } + + header.major > .date:after { + right: 0; + } + + @media screen and (max-width: 980px) { + + header br { + display: none; + } + + } + + @media screen and (max-width: 736px) { + + header.major { + margin: 0 0 2rem 0; + } + + } + + header.major .date:before, header.major .date:after { + border-top-color: #eeeeee; + } + +/* Table */ + + .table-wrapper { + -webkit-overflow-scrolling: touch; + overflow-x: auto; + } + + table { + margin: 0 0 2rem 0; + width: 100%; + } + + table tbody tr { + border: solid 1px; + border-left: 0; + border-right: 0; + } + + table td { + padding: 0.75rem 0.75rem; + } + + table th { + font-family: "Source Sans Pro", Helvetica, sans-serif; + font-size: 0.8rem; + font-weight: 900; + letter-spacing: 0.075em; + line-height: 1.5; + padding: 0 0.75rem 0.75rem 0.75rem; + text-align: left; + text-transform: uppercase; + } + + @media screen and (max-width: 980px) { + + table th { + font-size: 0.9rem; + } + + } + + table thead { + border-bottom: solid 2px; + } + + table tfoot { + border-top: solid 2px; + } + + table.alt { + border-collapse: separate; + } + + table.alt tbody tr td { + border: solid 1px; + border-left-width: 0; + border-top-width: 0; + } + + table.alt tbody tr td:first-child { + border-left-width: 1px; + } + + table.alt tbody tr:first-child td { + border-top-width: 1px; + } + + table.alt thead { + border-bottom: 0; + } + + table.alt tfoot { + border-top: 0; + } + + table tbody tr { + border-color: #eeeeee; + } + + table tbody tr:nth-child(2n + 1) { + background-color: rgba(220, 220, 220, 0.25); + } + + table th { + color: #212931; + } + + table thead { + border-bottom-color: #eeeeee; + } + + table tfoot { + border-top-color: #eeeeee; + } + + table.alt tbody tr td { + border-color: #eeeeee; + } + +/* Pagination */ + + .pagination { + display: -moz-inline-flex; + display: -webkit-inline-flex; + display: -ms-inline-flex; + display: inline-flex; + -moz-user-select: none; + -webkit-user-select: none; + -ms-user-select: none; + user-select: none; + cursor: default; + list-style: none; + margin: 0 0 2rem 2px; + padding: 0; + } + + .pagination a, .pagination span { + -moz-transition: background-color 0.2s ease-in-out, border-color 0.2s ease-in-out, box-shadow 0.2s ease-in-out, color 0.2s ease-in-out; + -webkit-transition: background-color 0.2s ease-in-out, border-color 0.2s ease-in-out, box-shadow 0.2s ease-in-out, color 0.2s ease-in-out; + -ms-transition: background-color 0.2s ease-in-out, border-color 0.2s ease-in-out, box-shadow 0.2s ease-in-out, color 0.2s ease-in-out; + transition: background-color 0.2s ease-in-out, border-color 0.2s ease-in-out, box-shadow 0.2s ease-in-out, color 0.2s ease-in-out; + border: solid 2px; + display: inline-block; + font-family: "Source Sans Pro", Helvetica, sans-serif; + font-size: 0.8rem; + font-weight: 900; + height: 3rem; + letter-spacing: 0.075em; + line-height: calc(3rem - 4px); + margin-left: -2px; + min-width: 3rem; + position: relative; + text-align: center; + text-decoration: none; + text-transform: uppercase; + } + + .pagination .next, .pagination .previous { + text-decoration: none; + padding: 0 1.75rem; + } + + .pagination .next:before, .pagination .previous:before { + -moz-osx-font-smoothing: grayscale; + -webkit-font-smoothing: antialiased; + display: inline-block; + font-style: normal; + font-variant: normal; + text-rendering: auto; + line-height: 1; + text-transform: none !important; + font-family: 'Font Awesome 5 Free'; + font-weight: 900; + } + + .pagination .next:before, .pagination .previous:before { + display: inline-block; + color: inherit !important; + line-height: inherit; + } + + .pagination .previous:before { + content: '\f104'; + margin-right: 0.9375em; + } + + .pagination .next:before { + content: '\f105'; + float: right; + margin-left: 0.9375em; + } + + @media screen and (max-width: 980px) { + + .pagination a, .pagination span { + font-size: 0.9rem; + } + + } + + @media screen and (max-width: 480px) { + + .pagination .page, .pagination .extra { + display: none; + } + + } + + .pagination a, .pagination span { + border-color: #eeeeee; + } + + .pagination a { + color: #212931 !important; + } + + .pagination a:hover { + color: #18bfef !important; + border-color: #18bfef; + z-index: 1; + } + + .pagination a:hover + a, + .pagination a:hover + span { + border-left-color: #18bfef; + } + + .pagination a.active { + background-color: #eeeeee; + } + + .pagination span { + color: #eeeeee; + } + +/* Wrapper */ + + #wrapper { + -moz-transition: opacity 0.5s ease; + -webkit-transition: opacity 0.5s ease; + -ms-transition: opacity 0.5s ease; + transition: opacity 0.5s ease; + position: relative; + z-index: 1; + overflow: hidden; + } + + #wrapper > .bg { + position: absolute; + top: 0; + left: 0; + width: 100%; + height: 100%; + background-color: #212931; + background-image: url("../../images/overlay.png"), linear-gradient(0deg, rgba(0, 0, 0, 0.1), rgba(0, 0, 0, 0.1)), url("../../images/bg.jpg"); + background-size: auto, auto, 100% auto; + background-position: center, center, top center; + background-repeat: repeat, no-repeat, no-repeat; + background-attachment: scroll, scroll, scroll; + z-index: -1; + } + + #wrapper > .bg.fixed { + position: fixed; + width: 100vw; + height: 100vh; + } + + #wrapper.fade-in:before { + pointer-events: none; + -moz-transition: opacity 1s ease-in-out; + -webkit-transition: opacity 1s ease-in-out; + -ms-transition: opacity 1s ease-in-out; + transition: opacity 1s ease-in-out; + -moz-transition-delay: 0.75s; + -webkit-transition-delay: 0.75s; + -ms-transition-delay: 0.75s; + transition-delay: 0.75s; + background: #1e252d; + content: ''; + display: block; + height: 100%; + left: 0; + opacity: 0; + position: fixed; + top: 0; + width: 100%; + } + + body.is-preload #wrapper.fade-in:before { + opacity: 1; + } + + @media screen and (orientation: portrait) { + + #wrapper > .bg { + background-size: auto, auto, auto 175%; + } + + } + +/* Intro */ + + #intro { + color: #ffffff; + padding: 8rem 4rem 6rem 4rem ; + -moz-align-items: center; + -webkit-align-items: center; + -ms-align-items: center; + align-items: center; + display: -moz-flex; + display: -webkit-flex; + display: -ms-flex; + display: flex; + -moz-flex-direction: column; + -webkit-flex-direction: column; + -ms-flex-direction: column; + flex-direction: column; + -moz-justify-content: -moz-flex-end; + -webkit-justify-content: -webkit-flex-end; + -ms-justify-content: -ms-flex-end; + justify-content: flex-end; + -moz-transition: opacity 1s ease, -moz-transform 1s ease; + -webkit-transition: opacity 1s ease, -webkit-transform 1s ease; + -ms-transition: opacity 1s ease, -ms-transform 1s ease; + transition: opacity 1s ease, transform 1s ease; + position: relative; + cursor: default; + text-align: center; + z-index: 1; + min-height: 100vh; + } + + #intro input, #intro select, #intro textarea { + color: #ffffff; + } + + #intro a { + color: #ffffff; + border-bottom-color: rgba(255, 255, 255, 0.5); + } + + #intro a:hover { + border-bottom-color: transparent; + color: #18bfef !important; + } + + #intro strong, #intro b { + color: #ffffff; + } + + #intro h1, #intro h2, #intro h3, #intro h4, #intro h5, #intro h6 { + color: #ffffff; + } + + #intro blockquote { + border-left-color: #ffffff; + } + + #intro code { + background: rgba(255, 255, 255, 0.075); + border-color: #ffffff; + } + + #intro hr { + border-bottom-color: #ffffff; + } + + #intro input[type="submit"], + #intro input[type="reset"], + #intro input[type="button"], + #intro button, + #intro .button { + background-color: transparent; + box-shadow: inset 0 0 0 2px #ffffff; + color: #ffffff !important; + } + + #intro input[type="submit"]:hover, + #intro input[type="reset"]:hover, + #intro input[type="button"]:hover, + #intro button:hover, + #intro .button:hover { + box-shadow: inset 0 0 0 2px #18bfef; + color: #18bfef !important; + } + + #intro input[type="submit"].primary, + #intro input[type="reset"].primary, + #intro input[type="button"].primary, + #intro button.primary, + #intro .button.primary { + background-color: #ffffff; + box-shadow: none; + color: #1e252d !important; + } + + #intro input[type="submit"].primary:hover, + #intro input[type="reset"].primary:hover, + #intro input[type="button"].primary:hover, + #intro button.primary:hover, + #intro .button.primary:hover { + background-color: #18bfef; + } + + #intro h1 { + font-size: 5rem; + line-height: 1; + } + + #intro p { + font-size: 1.25rem; + font-style: italic; + margin-top: -0.25rem; + text-align: center; + } + + #intro + #header { + margin-top: -20rem; + } + + #intro + #header .logo { + -moz-transform: translateY(2rem); + -webkit-transform: translateY(2rem); + -ms-transform: translateY(2rem); + transform: translateY(2rem); + opacity: 0; + visibility: hidden; + } + + #intro.hidden { + pointer-events: none; + -moz-transform: translateY(2rem); + -webkit-transform: translateY(2rem); + -ms-transform: translateY(2rem); + transform: translateY(2rem); + -moz-transition: opacity 0.5s ease, -moz-transform 0.5s ease, visibility 0.5s; + -webkit-transition: opacity 0.5s ease, -webkit-transform 0.5s ease, visibility 0.5s; + -ms-transition: opacity 0.5s ease, -ms-transform 0.5s ease, visibility 0.5s; + transition: opacity 0.5s ease, transform 0.5s ease, visibility 0.5s; + opacity: 0; + visibility: hidden; + } + + #intro.hidden + #header .logo { + -moz-transform: translateY(0); + -webkit-transform: translateY(0); + -ms-transform: translateY(0); + transform: translateY(0); + opacity: 1; + visibility: visible; + } + + body.is-preload #intro { + -moz-transform: translateY(2rem); + -webkit-transform: translateY(2rem); + -ms-transform: translateY(2rem); + transform: translateY(2rem); + opacity: 0; + } + + body.is-preload #intro:not(.hidden) + #header + #nav { + -moz-transform: translateY(4rem); + -webkit-transform: translateY(4rem); + -ms-transform: translateY(4rem); + transform: translateY(4rem); + opacity: 0; + } + + @media screen and (max-width: 980px) { + + #intro { + padding: 4rem 4rem 2rem 4rem ; + min-height: 90vh; + } + + #intro p br { + display: none; + } + + #intro + #header { + margin-top: -14rem; + } + + } + + @media screen and (max-width: 736px) { + + #intro { + padding: 3rem 2rem 1rem 2rem ; + min-height: 80vh; + } + + #intro h1 { + font-size: 3.25rem; + line-height: 1.1; + margin-bottom: 1rem; + } + + #intro p { + font-size: 1rem; + margin-top: 0rem; + } + + #intro .actions { + display: none; + } + + } + +/* Header */ + + #header { + color: #ffffff; + -moz-align-items: center; + -webkit-align-items: center; + -ms-align-items: center; + align-items: center; + display: -moz-flex; + display: -webkit-flex; + display: -ms-flex; + display: flex; + -moz-flex-direction: column; + -webkit-flex-direction: column; + -ms-flex-direction: column; + flex-direction: column; + -moz-justify-content: -moz-flex-end; + -webkit-justify-content: -webkit-flex-end; + -ms-justify-content: -ms-flex-end; + justify-content: flex-end; + pointer-events: none; + -moz-user-select: none; + -webkit-user-select: none; + -ms-user-select: none; + user-select: none; + height: 20rem; + padding-bottom: 8rem; + position: relative; + text-align: center; + z-index: 2; + } + + #header input, #header select, #header textarea { + color: #ffffff; + } + + #header a { + color: #ffffff; + border-bottom-color: rgba(255, 255, 255, 0.5); + } + + #header a:hover { + border-bottom-color: transparent; + color: #18bfef !important; + } + + #header strong, #header b { + color: #ffffff; + } + + #header h1, #header h2, #header h3, #header h4, #header h5, #header h6 { + color: #ffffff; + } + + #header blockquote { + border-left-color: #ffffff; + } + + #header code { + background: rgba(255, 255, 255, 0.075); + border-color: #ffffff; + } + + #header hr { + border-bottom-color: #ffffff; + } + + #header .logo { + -moz-transition: border-color 0.2s ease-in-out, color 0.2s ease-in-out, opacity 0.5s ease, -moz-transform 0.5s ease, visibility 0.5s; + -webkit-transition: border-color 0.2s ease-in-out, color 0.2s ease-in-out, opacity 0.5s ease, -webkit-transform 0.5s ease, visibility 0.5s; + -ms-transition: border-color 0.2s ease-in-out, color 0.2s ease-in-out, opacity 0.5s ease, -ms-transform 0.5s ease, visibility 0.5s; + transition: border-color 0.2s ease-in-out, color 0.2s ease-in-out, opacity 0.5s ease, transform 0.5s ease, visibility 0.5s; + pointer-events: auto; + border-style: solid; + border-color: #ffffff; + border-width: 5px !important; + font-family: "Source Sans Pro", Helvetica, sans-serif; + font-size: 2.25rem; + font-weight: 900; + letter-spacing: 0.075em; + line-height: 1; + padding: 1rem 1.75rem; + text-transform: uppercase; + visibility: visible; + } + + #header .logo:hover { + border-color: #18bfef !important; + color: #18bfef !important; + } + + @media screen and (max-width: 980px) { + + #header { + height: 14rem; + padding-bottom: 4rem; + } + + } + + @media screen and (max-width: 736px) { + + #header { + padding-bottom: 3rem; + } + + #header .logo { + font-size: 1.75rem; + border-width: 3px !important; + } + + } + +/* Nav */ + + #nav { + color: #ffffff; + display: -moz-flex; + display: -webkit-flex; + display: -ms-flex; + display: flex; + -moz-transition: -moz-transform 1s ease, opacity 1s ease; + -webkit-transition: -webkit-transform 1s ease, opacity 1s ease; + -ms-transition: -ms-transform 1s ease, opacity 1s ease; + transition: transform 1s ease, opacity 1s ease; + background: rgba(255, 255, 255, 0.175); + height: 4rem; + line-height: 4rem; + margin: -4rem auto 0 auto; + overflow: hidden; + padding: 0 2rem 0 0; + position: relative; + width: calc(100% - 4rem); + max-width: 72rem; + z-index: 2; + } + + #nav ul.divided li { + border-top-color: #ffffff; + } + + #nav ul.icons li a.icon:hover:before { + color: #18bfef; + } + + #nav ul.icons.alt li .icon:before { + box-shadow: inset 0 0 0 2px #ffffff; + } + + #nav ul.icons.alt li a.icon:hover:before { + box-shadow: inset 0 0 0 2px #18bfef; + } + + #nav input, #nav select, #nav textarea { + color: #ffffff; + } + + #nav a { + color: #ffffff; + border-bottom-color: rgba(255, 255, 255, 0.5); + } + + #nav a:hover { + border-bottom-color: transparent; + color: #18bfef !important; + } + + #nav strong, #nav b { + color: #ffffff; + } + + #nav h1, #nav h2, #nav h3, #nav h4, #nav h5, #nav h6 { + color: #ffffff; + } + + #nav blockquote { + border-left-color: #ffffff; + } + + #nav code { + background: rgba(255, 255, 255, 0.075); + border-color: #ffffff; + } + + #nav hr { + border-bottom-color: #ffffff; + } + + #nav ul.links { + display: -moz-flex; + display: -webkit-flex; + display: -ms-flex; + display: flex; + -moz-flex-grow: 1; + -webkit-flex-grow: 1; + -ms-flex-grow: 1; + flex-grow: 1; + -moz-flex-shrink: 1; + -webkit-flex-shrink: 1; + -ms-flex-shrink: 1; + flex-shrink: 1; + font-family: "Source Sans Pro", Helvetica, sans-serif; + font-weight: 900; + letter-spacing: 0.075em; + list-style: none; + margin-bottom: 0; + padding-left: 0; + text-transform: uppercase; + } + + #nav ul.links li { + display: block; + padding-left: 0; + } + + #nav ul.links li a { + -moz-transition: background-color 0.2s ease-in-out, color 0.2s ease-in-out; + -webkit-transition: background-color 0.2s ease-in-out, color 0.2s ease-in-out; + -ms-transition: background-color 0.2s ease-in-out, color 0.2s ease-in-out; + transition: background-color 0.2s ease-in-out, color 0.2s ease-in-out; + display: block; + font-size: 0.8rem; + outline: none; + padding: 0 2rem; + } + + #nav ul.links li a:hover { + color: inherit !important; + background-color: rgba(255, 255, 255, 0.1); + } + + #nav ul.links li.active { + background-color: #ffffff; + } + + #nav ul.links li.active a { + color: #1e252d; + } + + #nav ul.links li.active a:hover { + color: #18bfef !important; + } + + #nav ul.icons { + -moz-flex-grow: 0; + -webkit-flex-grow: 0; + -ms-flex-grow: 0; + flex-grow: 0; + -moz-flex-shrink: 0; + -webkit-flex-shrink: 0; + -ms-flex-shrink: 0; + flex-shrink: 0; + margin-bottom: 0; + } + + @media screen and (max-width: 980px) { + + #nav { + display: none; + } + + } + +/* Main */ + + #main { + background-color: #ffffff; + position: relative; + margin: 0 auto; + width: calc(100% - 4rem); + max-width: 72rem; + z-index: 2; + } + + #main > * { + padding: 4rem 4rem 2rem 4rem ; + border-top: solid 2px #eeeeee; + margin: 0; + } + + #main > *:first-child { + border-top: 0; + } + + #main > footer { + text-align: center; + } + + #main > .post { + padding: 8rem 8rem 6rem 8rem ; + } + + #main > .post header.major > .date { + margin-top: -2rem; + } + + #main > .post header.major > h1, #main > .post header.major h2 { + font-size: 4rem; + line-height: 1.1; + margin: 0 0 2rem 0; + } + + #main > .post.featured { + text-align: center; + } + + @media screen and (max-width: 1280px) { + + #main > .post { + padding: 6rem 4rem 4rem 4rem ; + } + + } + + @media screen and (max-width: 736px) { + + #main > .post { + padding: 4rem 2rem 2rem 2rem ; + } + + #main > .post header.major > .date { + margin-top: -1rem; + margin-bottom: 2rem; + } + + #main > .post header.major > h1, #main > .post header.major h2 { + font-size: 2.5rem; + line-height: 1.2; + margin: 0 0 1.5rem 0; + } + + } + + #main > .posts { + display: -moz-flex; + display: -webkit-flex; + display: -ms-flex; + display: flex; + -moz-flex-wrap: wrap; + -webkit-flex-wrap: wrap; + -ms-flex-wrap: wrap; + flex-wrap: wrap; + -moz-align-items: -moz-stretch; + -webkit-align-items: -webkit-stretch; + -ms-align-items: -ms-stretch; + align-items: stretch; + text-align: center; + width: 100%; + padding: 0; + } + + #main > .posts > * { + -moz-flex-shrink: 1; + -webkit-flex-shrink: 1; + -ms-flex-shrink: 1; + flex-shrink: 1; + -moz-flex-grow: 0; + -webkit-flex-grow: 0; + -ms-flex-grow: 0; + flex-grow: 0; + } + + #main > .posts > * { + width: 50%; + } + + #main > .posts > * { + padding: 4rem; + width: 50%; + } + + #main > .posts > article { + border-color: #eeeeee; + border-left-width: 2px; + border-style: solid; + border-top-width: 2px; + text-align: center; + } + + #main > .posts > article > :last-child { + margin-bottom: 0; + } + + #main > .posts > article:nth-child(2n - 1) { + border-left-width: 0; + } + + #main > .posts > article:nth-child(-n + 2) { + border-top-width: 0; + } + + @media screen and (max-width: 980px) { + + #main > .posts > * { + width: 50%; + } + + #main > .posts > * { + padding: 2.5rem; + width: 50%; + } + + } + + @media screen and (max-width: 736px) { + + #main > .posts > * { + width: 100%; + } + + #main > .posts > * { + padding: 2rem; + width: 100%; + } + + #main > .posts > article:nth-child(2n - 1) { + border-left-width: 2px; + } + + #main > .posts > article:nth-child(-n + 2) { + border-top-width: 2px; + } + + #main > .posts > article:nth-child(n) { + border-left-width: 0; + } + + #main > .posts > article:nth-child(-n + 1) { + border-top-width: 0; + } + + #main > .posts > article .image { + max-width: 25rem; + margin-left: auto; + margin-right: auto; + } + + } + + @media screen and (max-width: 736px) { + + #main > * { + padding: 2rem 2rem 0.1rem 2rem ; + } + + } + + @media screen and (max-width: 480px) { + + #main { + width: 100%; + } + + } + +/* Footer */ + + #footer { + color: #717981; + display: -moz-flex; + display: -webkit-flex; + display: -ms-flex; + display: flex; + background-color: #f5f5f5; + color: #909498; + cursor: default; + position: relative; + margin: 0 auto; + width: calc(100% - 4rem); + max-width: 72rem; + z-index: 2; + } + + #footer input, #footer select, #footer textarea { + color: #717981; + } + + #footer a { + color: #717981; + border-bottom-color: rgba(113, 121, 129, 0.5); + } + + #footer a:hover { + border-bottom-color: transparent; + color: #18bfef !important; + } + + #footer strong, #footer b { + color: #717981; + } + + #footer h1, #footer h2, #footer h3, #footer h4, #footer h5, #footer h6 { + color: #717981; + } + + #footer blockquote { + border-left-color: #e2e2e2; + } + + #footer code { + background: rgba(220, 220, 220, 0.5); + border-color: #e2e2e2; + } + + #footer hr { + border-bottom-color: #e2e2e2; + } + + #footer .box { + border-color: #e2e2e2; + } + + #footer input[type="submit"], + #footer input[type="reset"], + #footer input[type="button"], + #footer button, + #footer .button { + background-color: transparent; + box-shadow: inset 0 0 0 2px #717981; + color: #717981 !important; + } + + #footer input[type="submit"]:hover, + #footer input[type="reset"]:hover, + #footer input[type="button"]:hover, + #footer button:hover, + #footer .button:hover { + box-shadow: inset 0 0 0 2px #18bfef; + color: #18bfef !important; + } + + #footer input[type="submit"].primary, + #footer input[type="reset"].primary, + #footer input[type="button"].primary, + #footer button.primary, + #footer .button.primary { + background-color: #717981; + box-shadow: none; + color: #f5f5f5 !important; + } + + #footer input[type="submit"].primary:hover, + #footer input[type="reset"].primary:hover, + #footer input[type="button"].primary:hover, + #footer button.primary:hover, + #footer .button.primary:hover { + background-color: #18bfef; + } + + #footer label { + color: #717981; + } + + #footer input[type="text"], + #footer input[type="password"], + #footer input[type="email"], + #footer select, + #footer textarea { + border-color: #e2e2e2; + } + + #footer input[type="text"]:focus, + #footer input[type="password"]:focus, + #footer input[type="email"]:focus, + #footer select:focus, + #footer textarea:focus { + border-color: #18bfef; + } + + #footer select { + background-image: url("data:image/svg+xml;charset=utf8,%3Csvg xmlns='http://www.w3.org/2000/svg' width='40' height='40' preserveAspectRatio='none' viewBox='0 0 40 40'%3E%3Cpath d='M9.4,12.3l10.4,10.4l10.4-10.4c0.2-0.2,0.5-0.4,0.9-0.4c0.3,0,0.6,0.1,0.9,0.4l3.3,3.3c0.2,0.2,0.4,0.5,0.4,0.9 c0,0.4-0.1,0.6-0.4,0.9L20.7,31.9c-0.2,0.2-0.5,0.4-0.9,0.4c-0.3,0-0.6-0.1-0.9-0.4L4.3,17.3c-0.2-0.2-0.4-0.5-0.4-0.9 c0-0.4,0.1-0.6,0.4-0.9l3.3-3.3c0.2-0.2,0.5-0.4,0.9-0.4S9.1,12.1,9.4,12.3z' fill='%23e2e2e2' /%3E%3C/svg%3E"); + } + + #footer select option { + background-color: #f5f5f5; + color: #717981; + } + + #footer .select-wrapper:before { + color: #e2e2e2; + } + + #footer input[type="checkbox"] + label, + #footer input[type="radio"] + label { + color: #717981; + } + + #footer input[type="checkbox"] + label:before, + #footer input[type="radio"] + label:before { + border-color: #e2e2e2; + } + + #footer input[type="checkbox"]:checked + label:before, + #footer input[type="radio"]:checked + label:before { + background-color: #717981; + border-color: #717981; + color: #f5f5f5; + } + + #footer input[type="checkbox"]:focus + label:before, + #footer input[type="radio"]:focus + label:before { + border-color: #18bfef; + } + + #footer ::-webkit-input-placeholder { + color: #b3b7bb !important; + } + + #footer :-moz-placeholder { + color: #b3b7bb !important; + } + + #footer ::-moz-placeholder { + color: #b3b7bb !important; + } + + #footer :-ms-input-placeholder { + color: #b3b7bb !important; + } + + #footer .formerize-placeholder { + color: #b3b7bb !important; + } + + #footer ul.divided li { + border-top-color: #e2e2e2; + } + + #footer ul.icons li a.icon:hover:before { + color: #18bfef; + } + + #footer ul.icons.alt li .icon:before { + box-shadow: inset 0 0 0 2px #e2e2e2; + } + + #footer ul.icons.alt li a.icon:hover:before { + box-shadow: inset 0 0 0 2px #18bfef; + } + + #footer header.major .date:before, #footer header.major .date:after { + border-top-color: #e2e2e2; + } + + #footer table tbody tr { + border-color: #e2e2e2; + } + + #footer table tbody tr:nth-child(2n + 1) { + background-color: rgba(220, 220, 220, 0.5); + } + + #footer table th { + color: #717981; + } + + #footer table thead { + border-bottom-color: #e2e2e2; + } + + #footer table tfoot { + border-top-color: #e2e2e2; + } + + #footer table.alt tbody tr td { + border-color: #e2e2e2; + } + + #footer .pagination a, #footer .pagination span { + border-color: #e2e2e2; + } + + #footer .pagination a { + color: #717981 !important; + } + + #footer .pagination a:hover { + color: #18bfef !important; + border-color: #18bfef; + z-index: 1; + } + + #footer .pagination a:hover + a, + #footer .pagination a:hover + span { + border-left-color: #18bfef; + } + + #footer .pagination a.active { + background-color: #e2e2e2; + } + + #footer .pagination span { + color: #e2e2e2; + } + + #footer > section { + -moz-flex-basis: 50%; + -webkit-flex-basis: 50%; + -ms-flex-basis: 50%; + flex-basis: 50%; + -moz-flex-grow: 1; + -webkit-flex-grow: 1; + -ms-flex-grow: 1; + flex-grow: 1; + -moz-flex-shrink: 1; + -webkit-flex-shrink: 1; + -ms-flex-shrink: 1; + flex-shrink: 1; + padding: 4rem 4rem 2rem 4rem ; + border-left: solid 2px #e2e2e2; + } + + #footer > section:first-child { + border-left: 0; + } + + #footer > section.split { + display: -moz-flex; + display: -webkit-flex; + display: -ms-flex; + display: flex; + -moz-flex-direction: column; + -webkit-flex-direction: column; + -ms-flex-direction: column; + flex-direction: column; + padding: 0; + } + + #footer > section.split > section { + padding: 3rem 4rem 1rem 4rem ; + border-top: solid 2px #e2e2e2; + } + + #footer > section.split > section:first-child { + padding: 5rem 4rem 1rem 4rem ; + border-top: 0; + } + + #footer > section.split > section:last-child { + padding: 3rem 4rem 3rem 4rem ; + } + + #footer > section.split.contact > section { + display: -moz-flex; + display: -webkit-flex; + display: -ms-flex; + display: flex; + -moz-align-items: center; + -webkit-align-items: center; + -ms-align-items: center; + align-items: center; + padding: 3.15rem 4rem; + } + + #footer > section.split.contact > section > * { + margin-bottom: 0; + } + + #footer > section.split.contact > section > :first-child { + -moz-flex-shrink: 0; + -webkit-flex-shrink: 0; + -ms-flex-shrink: 0; + flex-shrink: 0; + -moz-flex-grow: 0; + -webkit-flex-grow: 0; + -ms-flex-grow: 0; + flex-grow: 0; + width: 6rem; + } + + #footer > section.split.contact > section > :last-child { + -moz-flex-shrink: 1; + -webkit-flex-shrink: 1; + -ms-flex-shrink: 1; + flex-shrink: 1; + -moz-flex-grow: 1; + -webkit-flex-grow: 1; + -ms-flex-grow: 1; + flex-grow: 1; + } + + #footer > section.split.contact > section:first-child { + padding: 4rem 4rem 3rem 4rem; + } + + #footer > section.split.contact > section:last-child { + padding: 3rem 4rem 4rem 4rem; + } + + #footer > section.split.contact > section.alt { + -moz-align-items: -moz-flex-start; + -webkit-align-items: -webkit-flex-start; + -ms-align-items: -ms-flex-start; + align-items: flex-start; + } + + #footer > section.split.contact > section.alt > :last-child { + margin-top: -0.325rem; + } + + #footer form label, + #footer h3, + #footer p { + font-size: 0.8rem; + } + + @media screen and (max-width: 980px) { + + #footer { + display: block; + } + + #footer > section { + border-top: solid 2px #e2e2e2; + } + + #footer > section:first-child { + border-top: 0; + } + + #footer > section.split > section { + padding: 4rem 4rem 2rem 4rem ; + } + + #footer > section.split > section:first-child { + padding: 4rem 4rem 2rem 4rem ; + } + + #footer > section.split > section:last-child { + padding: 4rem 4rem 2rem 4rem ; + } + + #footer > section.split.contact > section { + padding: 4rem; + } + + #footer > section.split.contact > section:first-child { + padding: 4rem; + } + + #footer > section.split.contact > section:last-child { + padding: 4rem; + } + + #footer form label, + #footer h3, + #footer p { + font-size: 0.9rem; + } + + } + + @media screen and (max-width: 736px) { + + #footer > section { + padding: 2rem 2rem 0.1rem 2rem ; + } + + #footer > section.split > section { + padding: 2rem 2rem 0.1rem 2rem ; + } + + #footer > section.split > section:first-child { + padding: 2rem 2rem 0.1rem 2rem ; + } + + #footer > section.split > section:last-child { + padding: 2rem 2rem 0.1rem 2rem ; + } + + #footer > section.split.contact > section { + padding: 2rem; + } + + #footer > section.split.contact > section:first-child { + padding: 2rem; + } + + #footer > section.split.contact > section:last-child { + padding: 2rem; + } + + } + + @media screen and (max-width: 480px) { + + #footer { + width: 100%; + } + + } + + #copyright { + color: #ffffff; + position: relative; + color: rgba(255, 255, 255, 0.25); + cursor: default; + font-family: "Source Sans Pro", Helvetica, sans-serif; + font-size: 0.8rem; + font-weight: 900; + letter-spacing: 0.075em; + line-height: 1.5; + text-align: center; + text-transform: uppercase; + margin: 4rem auto 8rem auto; + width: calc(100% - 4rem); + max-width: 72rem; + z-index: 2; + } + + #copyright input, #copyright select, #copyright textarea { + color: #ffffff; + } + + #copyright a { + color: #ffffff; + border-bottom-color: rgba(255, 255, 255, 0.5); + } + + #copyright a:hover { + border-bottom-color: transparent; + color: #18bfef !important; + } + + #copyright strong, #copyright b { + color: #ffffff; + } + + #copyright h1, #copyright h2, #copyright h3, #copyright h4, #copyright h5, #copyright h6 { + color: #ffffff; + } + + #copyright blockquote { + border-left-color: #ffffff; + } + + #copyright code { + background: rgba(255, 255, 255, 0.075); + border-color: #ffffff; + } + + #copyright hr { + border-bottom-color: #ffffff; + } + + #copyright a { + color: inherit; + border-bottom-color: inherit; + } + + #copyright ul { + list-style: none; + margin: 0; + padding-left: 0; + } + + #copyright ul li { + border-left: solid 2px; + display: inline-block; + line-height: 1; + margin-left: 1rem; + padding-left: 1rem; + } + + #copyright ul li:first-child { + border-left: 0; + margin-left: 0; + padding-left: 0; + } + + @media screen and (max-width: 1280px) { + + #copyright { + margin: 4rem auto; + } + + } + + @media screen and (max-width: 480px) { + + #copyright ul li { + border-left: 0; + margin: 1rem 0 0 0; + padding-left: 0; + display: block; + } + + #copyright ul li:first-child { + margin-top: 0; + } + + } + +/* Nav Panel */ + + #navPanelToggle { + text-decoration: none; + -moz-transition: color 0.2s ease-in-out, background-color 0.2s ease-in-out, box-shadow 0.2s ease-in-out; + -webkit-transition: color 0.2s ease-in-out, background-color 0.2s ease-in-out, box-shadow 0.2s ease-in-out; + -ms-transition: color 0.2s ease-in-out, background-color 0.2s ease-in-out, box-shadow 0.2s ease-in-out; + transition: color 0.2s ease-in-out, background-color 0.2s ease-in-out, box-shadow 0.2s ease-in-out; + display: none; + position: fixed; + top: 0.75rem; + right: 0.75rem; + border: 0; + color: #ffffff; + font-family: "Source Sans Pro", Helvetica, sans-serif; + font-size: 0.9rem; + font-weight: 900; + letter-spacing: 0.075em; + padding: 0.375rem 1.25rem; + text-transform: uppercase; + z-index: 10001; + } + + #navPanelToggle:before { + -moz-osx-font-smoothing: grayscale; + -webkit-font-smoothing: antialiased; + display: inline-block; + font-style: normal; + font-variant: normal; + text-rendering: auto; + line-height: 1; + text-transform: none !important; + font-family: 'Font Awesome 5 Free'; + font-weight: 900; + } + + #navPanelToggle:before { + content: '\f0c9'; + margin-right: 0.5rem; + } + + #navPanelToggle.alt { + background-color: rgba(255, 255, 255, 0.875); + box-shadow: 0 0.125rem 0.75rem 0 rgba(30, 37, 45, 0.25); + color: #212931; + } + + #navPanelToggle.alt:hover { + background-color: #ffffff; + } + + @media screen and (max-width: 980px) { + + #navPanelToggle { + display: block; + } + + } + + @media screen and (max-width: 736px) { + + #navPanelToggle { + font-size: 0.8rem; + padding: 0.25rem 1rem; + } + + } + + #navPanel { + -moz-transform: translateX(20rem); + -webkit-transform: translateX(20rem); + -ms-transform: translateX(20rem); + transform: translateX(20rem); + -moz-transition: -moz-transform 0.5s ease, box-shadow 0.5s ease, visibility 0.5s; + -webkit-transition: -webkit-transform 0.5s ease, box-shadow 0.5s ease, visibility 0.5s; + -ms-transition: -ms-transform 0.5s ease, box-shadow 0.5s ease, visibility 0.5s; + transition: transform 0.5s ease, box-shadow 0.5s ease, visibility 0.5s; + display: none; + -webkit-overflow-scrolling: touch; + background: #ffffff; + box-shadow: none; + color: #212931; + height: 100%; + max-width: 80%; + overflow-y: auto; + padding: 3rem 2rem; + position: fixed; + right: 0; + top: 0; + visibility: hidden; + width: 20rem; + z-index: 10002; + } + + #navPanel .links { + list-style: none; + padding-left: 0; + } + + #navPanel .links li { + border-top: solid 2px #eeeeee; + } + + #navPanel .links li a { + border-bottom: 0; + display: block; + font-family: "Source Sans Pro", Helvetica, sans-serif; + font-size: 0.9rem; + font-size: 0.9rem; + font-weight: 900; + letter-spacing: 0.075em; + padding: 0.75rem 0; + text-transform: uppercase; + } + + #navPanel .links li:first-child { + border-top: 0; + } + + #navPanel .close { + text-decoration: none; + -moz-transition: color 0.2s ease-in-out; + -webkit-transition: color 0.2s ease-in-out; + -ms-transition: color 0.2s ease-in-out; + transition: color 0.2s ease-in-out; + -webkit-tap-highlight-color: rgba(0, 0, 0, 0); + border: 0; + color: #909498; + cursor: pointer; + display: block; + height: 3.25rem; + line-height: 3.25rem; + padding-right: 1.25rem; + position: absolute; + right: 0; + text-align: right; + top: 0; + vertical-align: middle; + width: 7rem; + } + + #navPanel .close:before { + -moz-osx-font-smoothing: grayscale; + -webkit-font-smoothing: antialiased; + display: inline-block; + font-style: normal; + font-variant: normal; + text-rendering: auto; + line-height: 1; + text-transform: none !important; + font-family: 'Font Awesome 5 Free'; + font-weight: 900; + } + + #navPanel .close:before { + content: '\f00d'; + font-size: 1.25rem; + } + + #navPanel .close:hover { + color: #212931; + } + + @media screen and (max-width: 736px) { + + #navPanel .close { + height: 4rem; + line-height: 4rem; + } + + } + + @media screen and (max-width: 980px) { + + #navPanel { + display: block; + } + + } + + @media screen and (max-width: 736px) { + + #navPanel { + padding: 2.5rem 1.75rem; + } + + } + + @media screen and (max-width: 980px) { + + body.is-navPanel-visible #wrapper { + opacity: 0.5; + } + + body.is-navPanel-visible #navPanel { + -moz-transform: translateX(0); + -webkit-transform: translateX(0); + -ms-transform: translateX(0); + transform: translateX(0); + box-shadow: 0 0 1.5rem 0 rgba(0, 0, 0, 0.2); + visibility: visible; + } + + } \ No newline at end of file diff --git a/assets/css/noscript.css b/assets/css/noscript.css new file mode 100644 index 0000000..55e3dc8 --- /dev/null +++ b/assets/css/noscript.css @@ -0,0 +1,36 @@ +@import url(font-awesome.min.css); + +/* + Massively by HTML5 UP + html5up.net | @ajlkn + Free for personal and commercial use under the CCA 3.0 license (html5up.net/license) +*/ + +/* Wrapper */ + + #wrapper { + background-color: #212931; + background-image: url("../../images/overlay.png"), linear-gradient(0deg, rgba(0, 0, 0, 0.1), rgba(0, 0, 0, 0.1)), url("../../images/bg.jpg"); + background-size: auto, auto, 100% auto; + background-position: center, center, top center; + background-repeat: repeat, no-repeat, no-repeat; + background-attachment: fixed, fixed, fixed; + } + + #wrapper.fade-in:before { + display: none; + } + +/* Intro */ + + body.is-preload #intro { + opacity: 1; + } + + body.is-preload #intro:not(.hidden) + #header + #nav { + -moz-transform: none; + -webkit-transform: none; + -ms-transform: none; + transform: none; + opacity: 1; + } \ No newline at end of file diff --git a/assets/js/breakpoints.min.js b/assets/js/breakpoints.min.js new file mode 100644 index 0000000..32419cc --- /dev/null +++ b/assets/js/breakpoints.min.js @@ -0,0 +1,2 @@ +/* breakpoints.js v1.0 | @ajlkn | MIT licensed */ +var breakpoints=function(){"use strict";function e(e){t.init(e)}var t={list:null,media:{},events:[],init:function(e){t.list=e,window.addEventListener("resize",t.poll),window.addEventListener("orientationchange",t.poll),window.addEventListener("load",t.poll),window.addEventListener("fullscreenchange",t.poll)},active:function(e){var n,a,s,i,r,d,c;if(!(e in t.media)){if(">="==e.substr(0,2)?(a="gte",n=e.substr(2)):"<="==e.substr(0,2)?(a="lte",n=e.substr(2)):">"==e.substr(0,1)?(a="gt",n=e.substr(1)):"<"==e.substr(0,1)?(a="lt",n=e.substr(1)):"!"==e.substr(0,1)?(a="not",n=e.substr(1)):(a="eq",n=e),n&&n in t.list)if(i=t.list[n],Array.isArray(i)){if(r=parseInt(i[0]),d=parseInt(i[1]),isNaN(r)){if(isNaN(d))return;c=i[1].substr(String(d).length)}else c=i[0].substr(String(r).length);if(isNaN(r))switch(a){case"gte":s="screen";break;case"lte":s="screen and (max-width: "+d+c+")";break;case"gt":s="screen and (min-width: "+(d+1)+c+")";break;case"lt":s="screen and (max-width: -1px)";break;case"not":s="screen and (min-width: "+(d+1)+c+")";break;default:s="screen and (max-width: "+d+c+")"}else if(isNaN(d))switch(a){case"gte":s="screen and (min-width: "+r+c+")";break;case"lte":s="screen";break;case"gt":s="screen and (max-width: -1px)";break;case"lt":s="screen and (max-width: "+(r-1)+c+")";break;case"not":s="screen and (max-width: "+(r-1)+c+")";break;default:s="screen and (min-width: "+r+c+")"}else switch(a){case"gte":s="screen and (min-width: "+r+c+")";break;case"lte":s="screen and (max-width: "+d+c+")";break;case"gt":s="screen and (min-width: "+(d+1)+c+")";break;case"lt":s="screen and (max-width: "+(r-1)+c+")";break;case"not":s="screen and (max-width: "+(r-1)+c+"), screen and (min-width: "+(d+1)+c+")";break;default:s="screen and (min-width: "+r+c+") and (max-width: "+d+c+")"}}else s="("==i.charAt(0)?"screen and "+i:i;t.media[e]=!!s&&s}return t.media[e]!==!1&&window.matchMedia(t.media[e]).matches},on:function(e,n){t.events.push({query:e,handler:n,state:!1}),t.active(e)&&n()},poll:function(){var e,n;for(e=0;e0:!!("ontouchstart"in window),e.mobile="wp"==e.os||"android"==e.os||"ios"==e.os||"bb"==e.os}};return e.init(),e}();!function(e,n){"function"==typeof define&&define.amd?define([],n):"object"==typeof exports?module.exports=n():e.browser=n()}(this,function(){return browser}); diff --git a/assets/js/jquery.min.js b/assets/js/jquery.min.js new file mode 100644 index 0000000..a1c07fd --- /dev/null +++ b/assets/js/jquery.min.js @@ -0,0 +1,2 @@ +/*! jQuery v3.4.1 | (c) JS Foundation and other contributors | jquery.org/license */ +!function(e,t){"use strict";"object"==typeof module&&"object"==typeof module.exports?module.exports=e.document?t(e,!0):function(e){if(!e.document)throw new Error("jQuery requires a window with a document");return t(e)}:t(e)}("undefined"!=typeof window?window:this,function(C,e){"use strict";var t=[],E=C.document,r=Object.getPrototypeOf,s=t.slice,g=t.concat,u=t.push,i=t.indexOf,n={},o=n.toString,v=n.hasOwnProperty,a=v.toString,l=a.call(Object),y={},m=function(e){return"function"==typeof e&&"number"!=typeof e.nodeType},x=function(e){return null!=e&&e===e.window},c={type:!0,src:!0,nonce:!0,noModule:!0};function b(e,t,n){var r,i,o=(n=n||E).createElement("script");if(o.text=e,t)for(r in c)(i=t[r]||t.getAttribute&&t.getAttribute(r))&&o.setAttribute(r,i);n.head.appendChild(o).parentNode.removeChild(o)}function w(e){return null==e?e+"":"object"==typeof e||"function"==typeof e?n[o.call(e)]||"object":typeof e}var f="3.4.1",k=function(e,t){return new k.fn.init(e,t)},p=/^[\s\uFEFF\xA0]+|[\s\uFEFF\xA0]+$/g;function d(e){var t=!!e&&"length"in e&&e.length,n=w(e);return!m(e)&&!x(e)&&("array"===n||0===t||"number"==typeof t&&0+~]|"+M+")"+M+"*"),U=new RegExp(M+"|>"),X=new RegExp($),V=new RegExp("^"+I+"$"),G={ID:new RegExp("^#("+I+")"),CLASS:new RegExp("^\\.("+I+")"),TAG:new RegExp("^("+I+"|[*])"),ATTR:new RegExp("^"+W),PSEUDO:new RegExp("^"+$),CHILD:new RegExp("^:(only|first|last|nth|nth-last)-(child|of-type)(?:\\("+M+"*(even|odd|(([+-]|)(\\d*)n|)"+M+"*(?:([+-]|)"+M+"*(\\d+)|))"+M+"*\\)|)","i"),bool:new RegExp("^(?:"+R+")$","i"),needsContext:new RegExp("^"+M+"*[>+~]|:(even|odd|eq|gt|lt|nth|first|last)(?:\\("+M+"*((?:-\\d)?\\d*)"+M+"*\\)|)(?=[^-]|$)","i")},Y=/HTML$/i,Q=/^(?:input|select|textarea|button)$/i,J=/^h\d$/i,K=/^[^{]+\{\s*\[native \w/,Z=/^(?:#([\w-]+)|(\w+)|\.([\w-]+))$/,ee=/[+~]/,te=new RegExp("\\\\([\\da-f]{1,6}"+M+"?|("+M+")|.)","ig"),ne=function(e,t,n){var r="0x"+t-65536;return r!=r||n?t:r<0?String.fromCharCode(r+65536):String.fromCharCode(r>>10|55296,1023&r|56320)},re=/([\0-\x1f\x7f]|^-?\d)|^-$|[^\0-\x1f\x7f-\uFFFF\w-]/g,ie=function(e,t){return t?"\0"===e?"\ufffd":e.slice(0,-1)+"\\"+e.charCodeAt(e.length-1).toString(16)+" ":"\\"+e},oe=function(){T()},ae=be(function(e){return!0===e.disabled&&"fieldset"===e.nodeName.toLowerCase()},{dir:"parentNode",next:"legend"});try{H.apply(t=O.call(m.childNodes),m.childNodes),t[m.childNodes.length].nodeType}catch(e){H={apply:t.length?function(e,t){L.apply(e,O.call(t))}:function(e,t){var n=e.length,r=0;while(e[n++]=t[r++]);e.length=n-1}}}function se(t,e,n,r){var i,o,a,s,u,l,c,f=e&&e.ownerDocument,p=e?e.nodeType:9;if(n=n||[],"string"!=typeof t||!t||1!==p&&9!==p&&11!==p)return n;if(!r&&((e?e.ownerDocument||e:m)!==C&&T(e),e=e||C,E)){if(11!==p&&(u=Z.exec(t)))if(i=u[1]){if(9===p){if(!(a=e.getElementById(i)))return n;if(a.id===i)return n.push(a),n}else if(f&&(a=f.getElementById(i))&&y(e,a)&&a.id===i)return n.push(a),n}else{if(u[2])return H.apply(n,e.getElementsByTagName(t)),n;if((i=u[3])&&d.getElementsByClassName&&e.getElementsByClassName)return H.apply(n,e.getElementsByClassName(i)),n}if(d.qsa&&!A[t+" "]&&(!v||!v.test(t))&&(1!==p||"object"!==e.nodeName.toLowerCase())){if(c=t,f=e,1===p&&U.test(t)){(s=e.getAttribute("id"))?s=s.replace(re,ie):e.setAttribute("id",s=k),o=(l=h(t)).length;while(o--)l[o]="#"+s+" "+xe(l[o]);c=l.join(","),f=ee.test(t)&&ye(e.parentNode)||e}try{return H.apply(n,f.querySelectorAll(c)),n}catch(e){A(t,!0)}finally{s===k&&e.removeAttribute("id")}}}return g(t.replace(B,"$1"),e,n,r)}function ue(){var r=[];return function e(t,n){return r.push(t+" ")>b.cacheLength&&delete e[r.shift()],e[t+" "]=n}}function le(e){return e[k]=!0,e}function ce(e){var t=C.createElement("fieldset");try{return!!e(t)}catch(e){return!1}finally{t.parentNode&&t.parentNode.removeChild(t),t=null}}function fe(e,t){var n=e.split("|"),r=n.length;while(r--)b.attrHandle[n[r]]=t}function pe(e,t){var n=t&&e,r=n&&1===e.nodeType&&1===t.nodeType&&e.sourceIndex-t.sourceIndex;if(r)return r;if(n)while(n=n.nextSibling)if(n===t)return-1;return e?1:-1}function de(t){return function(e){return"input"===e.nodeName.toLowerCase()&&e.type===t}}function he(n){return function(e){var t=e.nodeName.toLowerCase();return("input"===t||"button"===t)&&e.type===n}}function ge(t){return function(e){return"form"in e?e.parentNode&&!1===e.disabled?"label"in e?"label"in e.parentNode?e.parentNode.disabled===t:e.disabled===t:e.isDisabled===t||e.isDisabled!==!t&&ae(e)===t:e.disabled===t:"label"in e&&e.disabled===t}}function ve(a){return le(function(o){return o=+o,le(function(e,t){var n,r=a([],e.length,o),i=r.length;while(i--)e[n=r[i]]&&(e[n]=!(t[n]=e[n]))})})}function ye(e){return e&&"undefined"!=typeof e.getElementsByTagName&&e}for(e in d=se.support={},i=se.isXML=function(e){var t=e.namespaceURI,n=(e.ownerDocument||e).documentElement;return!Y.test(t||n&&n.nodeName||"HTML")},T=se.setDocument=function(e){var t,n,r=e?e.ownerDocument||e:m;return r!==C&&9===r.nodeType&&r.documentElement&&(a=(C=r).documentElement,E=!i(C),m!==C&&(n=C.defaultView)&&n.top!==n&&(n.addEventListener?n.addEventListener("unload",oe,!1):n.attachEvent&&n.attachEvent("onunload",oe)),d.attributes=ce(function(e){return e.className="i",!e.getAttribute("className")}),d.getElementsByTagName=ce(function(e){return e.appendChild(C.createComment("")),!e.getElementsByTagName("*").length}),d.getElementsByClassName=K.test(C.getElementsByClassName),d.getById=ce(function(e){return a.appendChild(e).id=k,!C.getElementsByName||!C.getElementsByName(k).length}),d.getById?(b.filter.ID=function(e){var t=e.replace(te,ne);return function(e){return e.getAttribute("id")===t}},b.find.ID=function(e,t){if("undefined"!=typeof t.getElementById&&E){var n=t.getElementById(e);return n?[n]:[]}}):(b.filter.ID=function(e){var n=e.replace(te,ne);return function(e){var t="undefined"!=typeof e.getAttributeNode&&e.getAttributeNode("id");return t&&t.value===n}},b.find.ID=function(e,t){if("undefined"!=typeof t.getElementById&&E){var n,r,i,o=t.getElementById(e);if(o){if((n=o.getAttributeNode("id"))&&n.value===e)return[o];i=t.getElementsByName(e),r=0;while(o=i[r++])if((n=o.getAttributeNode("id"))&&n.value===e)return[o]}return[]}}),b.find.TAG=d.getElementsByTagName?function(e,t){return"undefined"!=typeof t.getElementsByTagName?t.getElementsByTagName(e):d.qsa?t.querySelectorAll(e):void 0}:function(e,t){var n,r=[],i=0,o=t.getElementsByTagName(e);if("*"===e){while(n=o[i++])1===n.nodeType&&r.push(n);return r}return o},b.find.CLASS=d.getElementsByClassName&&function(e,t){if("undefined"!=typeof t.getElementsByClassName&&E)return t.getElementsByClassName(e)},s=[],v=[],(d.qsa=K.test(C.querySelectorAll))&&(ce(function(e){a.appendChild(e).innerHTML="",e.querySelectorAll("[msallowcapture^='']").length&&v.push("[*^$]="+M+"*(?:''|\"\")"),e.querySelectorAll("[selected]").length||v.push("\\["+M+"*(?:value|"+R+")"),e.querySelectorAll("[id~="+k+"-]").length||v.push("~="),e.querySelectorAll(":checked").length||v.push(":checked"),e.querySelectorAll("a#"+k+"+*").length||v.push(".#.+[+~]")}),ce(function(e){e.innerHTML="";var t=C.createElement("input");t.setAttribute("type","hidden"),e.appendChild(t).setAttribute("name","D"),e.querySelectorAll("[name=d]").length&&v.push("name"+M+"*[*^$|!~]?="),2!==e.querySelectorAll(":enabled").length&&v.push(":enabled",":disabled"),a.appendChild(e).disabled=!0,2!==e.querySelectorAll(":disabled").length&&v.push(":enabled",":disabled"),e.querySelectorAll("*,:x"),v.push(",.*:")})),(d.matchesSelector=K.test(c=a.matches||a.webkitMatchesSelector||a.mozMatchesSelector||a.oMatchesSelector||a.msMatchesSelector))&&ce(function(e){d.disconnectedMatch=c.call(e,"*"),c.call(e,"[s!='']:x"),s.push("!=",$)}),v=v.length&&new RegExp(v.join("|")),s=s.length&&new RegExp(s.join("|")),t=K.test(a.compareDocumentPosition),y=t||K.test(a.contains)?function(e,t){var n=9===e.nodeType?e.documentElement:e,r=t&&t.parentNode;return e===r||!(!r||1!==r.nodeType||!(n.contains?n.contains(r):e.compareDocumentPosition&&16&e.compareDocumentPosition(r)))}:function(e,t){if(t)while(t=t.parentNode)if(t===e)return!0;return!1},D=t?function(e,t){if(e===t)return l=!0,0;var n=!e.compareDocumentPosition-!t.compareDocumentPosition;return n||(1&(n=(e.ownerDocument||e)===(t.ownerDocument||t)?e.compareDocumentPosition(t):1)||!d.sortDetached&&t.compareDocumentPosition(e)===n?e===C||e.ownerDocument===m&&y(m,e)?-1:t===C||t.ownerDocument===m&&y(m,t)?1:u?P(u,e)-P(u,t):0:4&n?-1:1)}:function(e,t){if(e===t)return l=!0,0;var n,r=0,i=e.parentNode,o=t.parentNode,a=[e],s=[t];if(!i||!o)return e===C?-1:t===C?1:i?-1:o?1:u?P(u,e)-P(u,t):0;if(i===o)return pe(e,t);n=e;while(n=n.parentNode)a.unshift(n);n=t;while(n=n.parentNode)s.unshift(n);while(a[r]===s[r])r++;return r?pe(a[r],s[r]):a[r]===m?-1:s[r]===m?1:0}),C},se.matches=function(e,t){return se(e,null,null,t)},se.matchesSelector=function(e,t){if((e.ownerDocument||e)!==C&&T(e),d.matchesSelector&&E&&!A[t+" "]&&(!s||!s.test(t))&&(!v||!v.test(t)))try{var n=c.call(e,t);if(n||d.disconnectedMatch||e.document&&11!==e.document.nodeType)return n}catch(e){A(t,!0)}return 0":{dir:"parentNode",first:!0}," ":{dir:"parentNode"},"+":{dir:"previousSibling",first:!0},"~":{dir:"previousSibling"}},preFilter:{ATTR:function(e){return e[1]=e[1].replace(te,ne),e[3]=(e[3]||e[4]||e[5]||"").replace(te,ne),"~="===e[2]&&(e[3]=" "+e[3]+" "),e.slice(0,4)},CHILD:function(e){return e[1]=e[1].toLowerCase(),"nth"===e[1].slice(0,3)?(e[3]||se.error(e[0]),e[4]=+(e[4]?e[5]+(e[6]||1):2*("even"===e[3]||"odd"===e[3])),e[5]=+(e[7]+e[8]||"odd"===e[3])):e[3]&&se.error(e[0]),e},PSEUDO:function(e){var t,n=!e[6]&&e[2];return G.CHILD.test(e[0])?null:(e[3]?e[2]=e[4]||e[5]||"":n&&X.test(n)&&(t=h(n,!0))&&(t=n.indexOf(")",n.length-t)-n.length)&&(e[0]=e[0].slice(0,t),e[2]=n.slice(0,t)),e.slice(0,3))}},filter:{TAG:function(e){var t=e.replace(te,ne).toLowerCase();return"*"===e?function(){return!0}:function(e){return e.nodeName&&e.nodeName.toLowerCase()===t}},CLASS:function(e){var t=p[e+" "];return t||(t=new RegExp("(^|"+M+")"+e+"("+M+"|$)"))&&p(e,function(e){return t.test("string"==typeof e.className&&e.className||"undefined"!=typeof e.getAttribute&&e.getAttribute("class")||"")})},ATTR:function(n,r,i){return function(e){var t=se.attr(e,n);return null==t?"!="===r:!r||(t+="","="===r?t===i:"!="===r?t!==i:"^="===r?i&&0===t.indexOf(i):"*="===r?i&&-1:\x20\t\r\n\f]*)[\x20\t\r\n\f]*\/?>(?:<\/\1>|)$/i;function j(e,n,r){return m(n)?k.grep(e,function(e,t){return!!n.call(e,t,e)!==r}):n.nodeType?k.grep(e,function(e){return e===n!==r}):"string"!=typeof n?k.grep(e,function(e){return-1)[^>]*|#([\w-]+))$/;(k.fn.init=function(e,t,n){var r,i;if(!e)return this;if(n=n||q,"string"==typeof e){if(!(r="<"===e[0]&&">"===e[e.length-1]&&3<=e.length?[null,e,null]:L.exec(e))||!r[1]&&t)return!t||t.jquery?(t||n).find(e):this.constructor(t).find(e);if(r[1]){if(t=t instanceof k?t[0]:t,k.merge(this,k.parseHTML(r[1],t&&t.nodeType?t.ownerDocument||t:E,!0)),D.test(r[1])&&k.isPlainObject(t))for(r in t)m(this[r])?this[r](t[r]):this.attr(r,t[r]);return this}return(i=E.getElementById(r[2]))&&(this[0]=i,this.length=1),this}return e.nodeType?(this[0]=e,this.length=1,this):m(e)?void 0!==n.ready?n.ready(e):e(k):k.makeArray(e,this)}).prototype=k.fn,q=k(E);var H=/^(?:parents|prev(?:Until|All))/,O={children:!0,contents:!0,next:!0,prev:!0};function P(e,t){while((e=e[t])&&1!==e.nodeType);return e}k.fn.extend({has:function(e){var t=k(e,this),n=t.length;return this.filter(function(){for(var e=0;e\x20\t\r\n\f]*)/i,he=/^$|^module$|\/(?:java|ecma)script/i,ge={option:[1,""],thead:[1,"","
"],col:[2,"","
"],tr:[2,"","
"],td:[3,"","
"],_default:[0,"",""]};function ve(e,t){var n;return n="undefined"!=typeof e.getElementsByTagName?e.getElementsByTagName(t||"*"):"undefined"!=typeof e.querySelectorAll?e.querySelectorAll(t||"*"):[],void 0===t||t&&A(e,t)?k.merge([e],n):n}function ye(e,t){for(var n=0,r=e.length;nx",y.noCloneChecked=!!me.cloneNode(!0).lastChild.defaultValue;var Te=/^key/,Ce=/^(?:mouse|pointer|contextmenu|drag|drop)|click/,Ee=/^([^.]*)(?:\.(.+)|)/;function ke(){return!0}function Se(){return!1}function Ne(e,t){return e===function(){try{return E.activeElement}catch(e){}}()==("focus"===t)}function Ae(e,t,n,r,i,o){var a,s;if("object"==typeof t){for(s in"string"!=typeof n&&(r=r||n,n=void 0),t)Ae(e,s,n,r,t[s],o);return e}if(null==r&&null==i?(i=n,r=n=void 0):null==i&&("string"==typeof n?(i=r,r=void 0):(i=r,r=n,n=void 0)),!1===i)i=Se;else if(!i)return e;return 1===o&&(a=i,(i=function(e){return k().off(e),a.apply(this,arguments)}).guid=a.guid||(a.guid=k.guid++)),e.each(function(){k.event.add(this,t,i,r,n)})}function De(e,i,o){o?(Q.set(e,i,!1),k.event.add(e,i,{namespace:!1,handler:function(e){var t,n,r=Q.get(this,i);if(1&e.isTrigger&&this[i]){if(r.length)(k.event.special[i]||{}).delegateType&&e.stopPropagation();else if(r=s.call(arguments),Q.set(this,i,r),t=o(this,i),this[i](),r!==(n=Q.get(this,i))||t?Q.set(this,i,!1):n={},r!==n)return e.stopImmediatePropagation(),e.preventDefault(),n.value}else r.length&&(Q.set(this,i,{value:k.event.trigger(k.extend(r[0],k.Event.prototype),r.slice(1),this)}),e.stopImmediatePropagation())}})):void 0===Q.get(e,i)&&k.event.add(e,i,ke)}k.event={global:{},add:function(t,e,n,r,i){var o,a,s,u,l,c,f,p,d,h,g,v=Q.get(t);if(v){n.handler&&(n=(o=n).handler,i=o.selector),i&&k.find.matchesSelector(ie,i),n.guid||(n.guid=k.guid++),(u=v.events)||(u=v.events={}),(a=v.handle)||(a=v.handle=function(e){return"undefined"!=typeof k&&k.event.triggered!==e.type?k.event.dispatch.apply(t,arguments):void 0}),l=(e=(e||"").match(R)||[""]).length;while(l--)d=g=(s=Ee.exec(e[l])||[])[1],h=(s[2]||"").split(".").sort(),d&&(f=k.event.special[d]||{},d=(i?f.delegateType:f.bindType)||d,f=k.event.special[d]||{},c=k.extend({type:d,origType:g,data:r,handler:n,guid:n.guid,selector:i,needsContext:i&&k.expr.match.needsContext.test(i),namespace:h.join(".")},o),(p=u[d])||((p=u[d]=[]).delegateCount=0,f.setup&&!1!==f.setup.call(t,r,h,a)||t.addEventListener&&t.addEventListener(d,a)),f.add&&(f.add.call(t,c),c.handler.guid||(c.handler.guid=n.guid)),i?p.splice(p.delegateCount++,0,c):p.push(c),k.event.global[d]=!0)}},remove:function(e,t,n,r,i){var o,a,s,u,l,c,f,p,d,h,g,v=Q.hasData(e)&&Q.get(e);if(v&&(u=v.events)){l=(t=(t||"").match(R)||[""]).length;while(l--)if(d=g=(s=Ee.exec(t[l])||[])[1],h=(s[2]||"").split(".").sort(),d){f=k.event.special[d]||{},p=u[d=(r?f.delegateType:f.bindType)||d]||[],s=s[2]&&new RegExp("(^|\\.)"+h.join("\\.(?:.*\\.|)")+"(\\.|$)"),a=o=p.length;while(o--)c=p[o],!i&&g!==c.origType||n&&n.guid!==c.guid||s&&!s.test(c.namespace)||r&&r!==c.selector&&("**"!==r||!c.selector)||(p.splice(o,1),c.selector&&p.delegateCount--,f.remove&&f.remove.call(e,c));a&&!p.length&&(f.teardown&&!1!==f.teardown.call(e,h,v.handle)||k.removeEvent(e,d,v.handle),delete u[d])}else for(d in u)k.event.remove(e,d+t[l],n,r,!0);k.isEmptyObject(u)&&Q.remove(e,"handle events")}},dispatch:function(e){var t,n,r,i,o,a,s=k.event.fix(e),u=new Array(arguments.length),l=(Q.get(this,"events")||{})[s.type]||[],c=k.event.special[s.type]||{};for(u[0]=s,t=1;t\x20\t\r\n\f]*)[^>]*)\/>/gi,qe=/\s*$/g;function Oe(e,t){return A(e,"table")&&A(11!==t.nodeType?t:t.firstChild,"tr")&&k(e).children("tbody")[0]||e}function Pe(e){return e.type=(null!==e.getAttribute("type"))+"/"+e.type,e}function Re(e){return"true/"===(e.type||"").slice(0,5)?e.type=e.type.slice(5):e.removeAttribute("type"),e}function Me(e,t){var n,r,i,o,a,s,u,l;if(1===t.nodeType){if(Q.hasData(e)&&(o=Q.access(e),a=Q.set(t,o),l=o.events))for(i in delete a.handle,a.events={},l)for(n=0,r=l[i].length;n")},clone:function(e,t,n){var r,i,o,a,s,u,l,c=e.cloneNode(!0),f=oe(e);if(!(y.noCloneChecked||1!==e.nodeType&&11!==e.nodeType||k.isXMLDoc(e)))for(a=ve(c),r=0,i=(o=ve(e)).length;r").attr(n.scriptAttrs||{}).prop({charset:n.scriptCharset,src:n.url}).on("load error",i=function(e){r.remove(),i=null,e&&t("error"===e.type?404:200,e.type)}),E.head.appendChild(r[0])},abort:function(){i&&i()}}});var Vt,Gt=[],Yt=/(=)\?(?=&|$)|\?\?/;k.ajaxSetup({jsonp:"callback",jsonpCallback:function(){var e=Gt.pop()||k.expando+"_"+kt++;return this[e]=!0,e}}),k.ajaxPrefilter("json jsonp",function(e,t,n){var r,i,o,a=!1!==e.jsonp&&(Yt.test(e.url)?"url":"string"==typeof e.data&&0===(e.contentType||"").indexOf("application/x-www-form-urlencoded")&&Yt.test(e.data)&&"data");if(a||"jsonp"===e.dataTypes[0])return r=e.jsonpCallback=m(e.jsonpCallback)?e.jsonpCallback():e.jsonpCallback,a?e[a]=e[a].replace(Yt,"$1"+r):!1!==e.jsonp&&(e.url+=(St.test(e.url)?"&":"?")+e.jsonp+"="+r),e.converters["script json"]=function(){return o||k.error(r+" was not called"),o[0]},e.dataTypes[0]="json",i=C[r],C[r]=function(){o=arguments},n.always(function(){void 0===i?k(C).removeProp(r):C[r]=i,e[r]&&(e.jsonpCallback=t.jsonpCallback,Gt.push(r)),o&&m(i)&&i(o[0]),o=i=void 0}),"script"}),y.createHTMLDocument=((Vt=E.implementation.createHTMLDocument("").body).innerHTML="
",2===Vt.childNodes.length),k.parseHTML=function(e,t,n){return"string"!=typeof e?[]:("boolean"==typeof t&&(n=t,t=!1),t||(y.createHTMLDocument?((r=(t=E.implementation.createHTMLDocument("")).createElement("base")).href=E.location.href,t.head.appendChild(r)):t=E),o=!n&&[],(i=D.exec(e))?[t.createElement(i[1])]:(i=we([e],t,o),o&&o.length&&k(o).remove(),k.merge([],i.childNodes)));var r,i,o},k.fn.load=function(e,t,n){var r,i,o,a=this,s=e.indexOf(" ");return-1").append(k.parseHTML(e)).find(r):e)}).always(n&&function(e,t){a.each(function(){n.apply(this,o||[e.responseText,t,e])})}),this},k.each(["ajaxStart","ajaxStop","ajaxComplete","ajaxError","ajaxSuccess","ajaxSend"],function(e,t){k.fn[t]=function(e){return this.on(t,e)}}),k.expr.pseudos.animated=function(t){return k.grep(k.timers,function(e){return t===e.elem}).length},k.offset={setOffset:function(e,t,n){var r,i,o,a,s,u,l=k.css(e,"position"),c=k(e),f={};"static"===l&&(e.style.position="relative"),s=c.offset(),o=k.css(e,"top"),u=k.css(e,"left"),("absolute"===l||"fixed"===l)&&-1<(o+u).indexOf("auto")?(a=(r=c.position()).top,i=r.left):(a=parseFloat(o)||0,i=parseFloat(u)||0),m(t)&&(t=t.call(e,n,k.extend({},s))),null!=t.top&&(f.top=t.top-s.top+a),null!=t.left&&(f.left=t.left-s.left+i),"using"in t?t.using.call(e,f):c.css(f)}},k.fn.extend({offset:function(t){if(arguments.length)return void 0===t?this:this.each(function(e){k.offset.setOffset(this,t,e)});var e,n,r=this[0];return r?r.getClientRects().length?(e=r.getBoundingClientRect(),n=r.ownerDocument.defaultView,{top:e.top+n.pageYOffset,left:e.left+n.pageXOffset}):{top:0,left:0}:void 0},position:function(){if(this[0]){var e,t,n,r=this[0],i={top:0,left:0};if("fixed"===k.css(r,"position"))t=r.getBoundingClientRect();else{t=this.offset(),n=r.ownerDocument,e=r.offsetParent||n.documentElement;while(e&&(e===n.body||e===n.documentElement)&&"static"===k.css(e,"position"))e=e.parentNode;e&&e!==r&&1===e.nodeType&&((i=k(e).offset()).top+=k.css(e,"borderTopWidth",!0),i.left+=k.css(e,"borderLeftWidth",!0))}return{top:t.top-i.top-k.css(r,"marginTop",!0),left:t.left-i.left-k.css(r,"marginLeft",!0)}}},offsetParent:function(){return this.map(function(){var e=this.offsetParent;while(e&&"static"===k.css(e,"position"))e=e.offsetParent;return e||ie})}}),k.each({scrollLeft:"pageXOffset",scrollTop:"pageYOffset"},function(t,i){var o="pageYOffset"===i;k.fn[t]=function(e){return _(this,function(e,t,n){var r;if(x(e)?r=e:9===e.nodeType&&(r=e.defaultView),void 0===n)return r?r[i]:e[t];r?r.scrollTo(o?r.pageXOffset:n,o?n:r.pageYOffset):e[t]=n},t,e,arguments.length)}}),k.each(["top","left"],function(e,n){k.cssHooks[n]=ze(y.pixelPosition,function(e,t){if(t)return t=_e(e,n),$e.test(t)?k(e).position()[n]+"px":t})}),k.each({Height:"height",Width:"width"},function(a,s){k.each({padding:"inner"+a,content:s,"":"outer"+a},function(r,o){k.fn[o]=function(e,t){var n=arguments.length&&(r||"boolean"!=typeof e),i=r||(!0===e||!0===t?"margin":"border");return _(this,function(e,t,n){var r;return x(e)?0===o.indexOf("outer")?e["inner"+a]:e.document.documentElement["client"+a]:9===e.nodeType?(r=e.documentElement,Math.max(e.body["scroll"+a],r["scroll"+a],e.body["offset"+a],r["offset"+a],r["client"+a])):void 0===n?k.css(e,t,i):k.style(e,t,n,i)},s,n?e:void 0,n)}})}),k.each("blur focus focusin focusout resize scroll click dblclick mousedown mouseup mousemove mouseover mouseout mouseenter mouseleave change select submit keydown keypress keyup contextmenu".split(" "),function(e,n){k.fn[n]=function(e,t){return 01){for(var r=0;r=i&&o>=t};break;case"bottom":h=function(t,e,n,i,o){return n>=i&&o>=n};break;case"middle":h=function(t,e,n,i,o){return e>=i&&o>=e};break;case"top-only":h=function(t,e,n,i,o){return i>=t&&n>=i};break;case"bottom-only":h=function(t,e,n,i,o){return n>=o&&o>=t};break;default:case"default":h=function(t,e,n,i,o){return n>=i&&o>=t}}return c=function(t){var i,o,l,s,r,a,u=this.state,h=!1,c=this.$element.offset();i=n.height(),o=t+i/2,l=t+i,s=this.$element.outerHeight(),r=c.top+e(this.options.top,s,i),a=c.top+s-e(this.options.bottom,s,i),h=this.test(t,o,l,r,a),h!=u&&(this.state=h,h?this.options.enter&&this.options.enter.apply(this.element):this.options.leave&&this.options.leave.apply(this.element)),this.options.scroll&&this.options.scroll.apply(this.element,[(o-r)/(a-r)])},p={id:a,options:u,test:h,handler:c,state:null,element:this,$element:s,timeoutId:null},o[a]=p,s.data("_scrollexId",p.id),p.options.initialize&&p.options.initialize.apply(this),s},jQuery.fn.unscrollex=function(){var e=t(this);if(0==this.length)return e;if(this.length>1){for(var n=0;n1){for(o=0;o 1) { + + for (var i=0; i < this.length; i++) + $(this[i])._parallax(intensity); + + return $this; + + } + + if (!intensity) + intensity = 0.25; + + $this.each(function() { + + var $t = $(this), + $bg = $('
').appendTo($t), + on, off; + + on = function() { + + $bg + .removeClass('fixed') + .css('transform', 'matrix(1,0,0,1,0,0)'); + + $window + .on('scroll._parallax', function() { + + var pos = parseInt($window.scrollTop()) - parseInt($t.position().top); + + $bg.css('transform', 'matrix(1,0,0,1,0,' + (pos * intensity) + ')'); + + }); + + }; + + off = function() { + + $bg + .addClass('fixed') + .css('transform', 'none'); + + $window + .off('scroll._parallax'); + + }; + + // Disable parallax on .. + if (browser.name == 'ie' // IE + || browser.name == 'edge' // Edge + || window.devicePixelRatio > 1 // Retina/HiDPI (= poor performance) + || browser.mobile) // Mobile devices + off(); + + // Enable everywhere else. + else { + + breakpoints.on('>large', on); + breakpoints.on('<=large', off); + + } + + }); + + $window + .off('load._parallax resize._parallax') + .on('load._parallax resize._parallax', function() { + $window.trigger('scroll'); + }); + + return $(this); + + }; + + // Play initial animations on page load. + $window.on('load', function() { + window.setTimeout(function() { + $body.removeClass('is-preload'); + }, 100); + }); + + // Scrolly. + $('.scrolly').scrolly(); + + // Background. + $wrapper._parallax(0.925); + + // Nav Panel. + + // Toggle. + $navPanelToggle = $( + 'Menu' + ) + .appendTo($wrapper); + + // Change toggle styling once we've scrolled past the header. + $header.scrollex({ + bottom: '5vh', + enter: function() { + $navPanelToggle.removeClass('alt'); + }, + leave: function() { + $navPanelToggle.addClass('alt'); + } + }); + + // Panel. + $navPanel = $( + '' + ) + .appendTo($body) + .panel({ + delay: 500, + hideOnClick: true, + hideOnSwipe: true, + resetScroll: true, + resetForms: true, + side: 'right', + target: $body, + visibleClass: 'is-navPanel-visible' + }); + + // Get inner. + $navPanelInner = $navPanel.children('nav'); + + // Move nav content on breakpoint change. + var $navContent = $nav.children(); + + breakpoints.on('>medium', function() { + + // NavPanel -> Nav. + $navContent.appendTo($nav); + + // Flip icon classes. + $nav.find('.icons, .icon') + .removeClass('alt'); + + }); + + breakpoints.on('<=medium', function() { + + // Nav -> NavPanel. + $navContent.appendTo($navPanelInner); + + // Flip icon classes. + $navPanelInner.find('.icons, .icon') + .addClass('alt'); + + }); + + // Hack: Disable transitions on WP. + if (browser.os == 'wp' + && browser.osVersion < 10) + $navPanel + .css('transition', 'none'); + + // Intro. + var $intro = $('#intro'); + + if ($intro.length > 0) { + + // Hack: Fix flex min-height on IE. + if (browser.name == 'ie') { + $window.on('resize.ie-intro-fix', function() { + + var h = $intro.height(); + + if (h > $window.height()) + $intro.css('height', 'auto'); + else + $intro.css('height', h); + + }).trigger('resize.ie-intro-fix'); + } + + // Hide intro on scroll (> small). + breakpoints.on('>small', function() { + + $main.unscrollex(); + + $main.scrollex({ + mode: 'bottom', + top: '25vh', + bottom: '-50vh', + enter: function() { + $intro.addClass('hidden'); + }, + leave: function() { + $intro.removeClass('hidden'); + } + }); + + }); + + // Hide intro on scroll (<= small). + breakpoints.on('<=small', function() { + + $main.unscrollex(); + + $main.scrollex({ + mode: 'middle', + top: '15vh', + bottom: '-15vh', + enter: function() { + $intro.addClass('hidden'); + }, + leave: function() { + $intro.removeClass('hidden'); + } + }); + + }); + + } + +})(jQuery); \ No newline at end of file diff --git a/assets/js/util.js b/assets/js/util.js new file mode 100644 index 0000000..bdb8e9f --- /dev/null +++ b/assets/js/util.js @@ -0,0 +1,587 @@ +(function($) { + + /** + * Generate an indented list of links from a nav. Meant for use with panel(). + * @return {jQuery} jQuery object. + */ + $.fn.navList = function() { + + var $this = $(this); + $a = $this.find('a'), + b = []; + + $a.each(function() { + + var $this = $(this), + indent = Math.max(0, $this.parents('li').length - 1), + href = $this.attr('href'), + target = $this.attr('target'); + + b.push( + '' + + '' + + $this.text() + + '' + ); + + }); + + return b.join(''); + + }; + + /** + * Panel-ify an element. + * @param {object} userConfig User config. + * @return {jQuery} jQuery object. + */ + $.fn.panel = function(userConfig) { + + // No elements? + if (this.length == 0) + return $this; + + // Multiple elements? + if (this.length > 1) { + + for (var i=0; i < this.length; i++) + $(this[i]).panel(userConfig); + + return $this; + + } + + // Vars. + var $this = $(this), + $body = $('body'), + $window = $(window), + id = $this.attr('id'), + config; + + // Config. + config = $.extend({ + + // Delay. + delay: 0, + + // Hide panel on link click. + hideOnClick: false, + + // Hide panel on escape keypress. + hideOnEscape: false, + + // Hide panel on swipe. + hideOnSwipe: false, + + // Reset scroll position on hide. + resetScroll: false, + + // Reset forms on hide. + resetForms: false, + + // Side of viewport the panel will appear. + side: null, + + // Target element for "class". + target: $this, + + // Class to toggle. + visibleClass: 'visible' + + }, userConfig); + + // Expand "target" if it's not a jQuery object already. + if (typeof config.target != 'jQuery') + config.target = $(config.target); + + // Panel. + + // Methods. + $this._hide = function(event) { + + // Already hidden? Bail. + if (!config.target.hasClass(config.visibleClass)) + return; + + // If an event was provided, cancel it. + if (event) { + + event.preventDefault(); + event.stopPropagation(); + + } + + // Hide. + config.target.removeClass(config.visibleClass); + + // Post-hide stuff. + window.setTimeout(function() { + + // Reset scroll position. + if (config.resetScroll) + $this.scrollTop(0); + + // Reset forms. + if (config.resetForms) + $this.find('form').each(function() { + this.reset(); + }); + + }, config.delay); + + }; + + // Vendor fixes. + $this + .css('-ms-overflow-style', '-ms-autohiding-scrollbar') + .css('-webkit-overflow-scrolling', 'touch'); + + // Hide on click. + if (config.hideOnClick) { + + $this.find('a') + .css('-webkit-tap-highlight-color', 'rgba(0,0,0,0)'); + + $this + .on('click', 'a', function(event) { + + var $a = $(this), + href = $a.attr('href'), + target = $a.attr('target'); + + if (!href || href == '#' || href == '' || href == '#' + id) + return; + + // Cancel original event. + event.preventDefault(); + event.stopPropagation(); + + // Hide panel. + $this._hide(); + + // Redirect to href. + window.setTimeout(function() { + + if (target == '_blank') + window.open(href); + else + window.location.href = href; + + }, config.delay + 10); + + }); + + } + + // Event: Touch stuff. + $this.on('touchstart', function(event) { + + $this.touchPosX = event.originalEvent.touches[0].pageX; + $this.touchPosY = event.originalEvent.touches[0].pageY; + + }) + + $this.on('touchmove', function(event) { + + if ($this.touchPosX === null + || $this.touchPosY === null) + return; + + var diffX = $this.touchPosX - event.originalEvent.touches[0].pageX, + diffY = $this.touchPosY - event.originalEvent.touches[0].pageY, + th = $this.outerHeight(), + ts = ($this.get(0).scrollHeight - $this.scrollTop()); + + // Hide on swipe? + if (config.hideOnSwipe) { + + var result = false, + boundary = 20, + delta = 50; + + switch (config.side) { + + case 'left': + result = (diffY < boundary && diffY > (-1 * boundary)) && (diffX > delta); + break; + + case 'right': + result = (diffY < boundary && diffY > (-1 * boundary)) && (diffX < (-1 * delta)); + break; + + case 'top': + result = (diffX < boundary && diffX > (-1 * boundary)) && (diffY > delta); + break; + + case 'bottom': + result = (diffX < boundary && diffX > (-1 * boundary)) && (diffY < (-1 * delta)); + break; + + default: + break; + + } + + if (result) { + + $this.touchPosX = null; + $this.touchPosY = null; + $this._hide(); + + return false; + + } + + } + + // Prevent vertical scrolling past the top or bottom. + if (($this.scrollTop() < 0 && diffY < 0) + || (ts > (th - 2) && ts < (th + 2) && diffY > 0)) { + + event.preventDefault(); + event.stopPropagation(); + + } + + }); + + // Event: Prevent certain events inside the panel from bubbling. + $this.on('click touchend touchstart touchmove', function(event) { + event.stopPropagation(); + }); + + // Event: Hide panel if a child anchor tag pointing to its ID is clicked. + $this.on('click', 'a[href="#' + id + '"]', function(event) { + + event.preventDefault(); + event.stopPropagation(); + + config.target.removeClass(config.visibleClass); + + }); + + // Body. + + // Event: Hide panel on body click/tap. + $body.on('click touchend', function(event) { + $this._hide(event); + }); + + // Event: Toggle. + $body.on('click', 'a[href="#' + id + '"]', function(event) { + + event.preventDefault(); + event.stopPropagation(); + + config.target.toggleClass(config.visibleClass); + + }); + + // Window. + + // Event: Hide on ESC. + if (config.hideOnEscape) + $window.on('keydown', function(event) { + + if (event.keyCode == 27) + $this._hide(event); + + }); + + return $this; + + }; + + /** + * Apply "placeholder" attribute polyfill to one or more forms. + * @return {jQuery} jQuery object. + */ + $.fn.placeholder = function() { + + // Browser natively supports placeholders? Bail. + if (typeof (document.createElement('input')).placeholder != 'undefined') + return $(this); + + // No elements? + if (this.length == 0) + return $this; + + // Multiple elements? + if (this.length > 1) { + + for (var i=0; i < this.length; i++) + $(this[i]).placeholder(); + + return $this; + + } + + // Vars. + var $this = $(this); + + // Text, TextArea. + $this.find('input[type=text],textarea') + .each(function() { + + var i = $(this); + + if (i.val() == '' + || i.val() == i.attr('placeholder')) + i + .addClass('polyfill-placeholder') + .val(i.attr('placeholder')); + + }) + .on('blur', function() { + + var i = $(this); + + if (i.attr('name').match(/-polyfill-field$/)) + return; + + if (i.val() == '') + i + .addClass('polyfill-placeholder') + .val(i.attr('placeholder')); + + }) + .on('focus', function() { + + var i = $(this); + + if (i.attr('name').match(/-polyfill-field$/)) + return; + + if (i.val() == i.attr('placeholder')) + i + .removeClass('polyfill-placeholder') + .val(''); + + }); + + // Password. + $this.find('input[type=password]') + .each(function() { + + var i = $(this); + var x = $( + $('
') + .append(i.clone()) + .remove() + .html() + .replace(/type="password"/i, 'type="text"') + .replace(/type=password/i, 'type=text') + ); + + if (i.attr('id') != '') + x.attr('id', i.attr('id') + '-polyfill-field'); + + if (i.attr('name') != '') + x.attr('name', i.attr('name') + '-polyfill-field'); + + x.addClass('polyfill-placeholder') + .val(x.attr('placeholder')).insertAfter(i); + + if (i.val() == '') + i.hide(); + else + x.hide(); + + i + .on('blur', function(event) { + + event.preventDefault(); + + var x = i.parent().find('input[name=' + i.attr('name') + '-polyfill-field]'); + + if (i.val() == '') { + + i.hide(); + x.show(); + + } + + }); + + x + .on('focus', function(event) { + + event.preventDefault(); + + var i = x.parent().find('input[name=' + x.attr('name').replace('-polyfill-field', '') + ']'); + + x.hide(); + + i + .show() + .focus(); + + }) + .on('keypress', function(event) { + + event.preventDefault(); + x.val(''); + + }); + + }); + + // Events. + $this + .on('submit', function() { + + $this.find('input[type=text],input[type=password],textarea') + .each(function(event) { + + var i = $(this); + + if (i.attr('name').match(/-polyfill-field$/)) + i.attr('name', ''); + + if (i.val() == i.attr('placeholder')) { + + i.removeClass('polyfill-placeholder'); + i.val(''); + + } + + }); + + }) + .on('reset', function(event) { + + event.preventDefault(); + + $this.find('select') + .val($('option:first').val()); + + $this.find('input,textarea') + .each(function() { + + var i = $(this), + x; + + i.removeClass('polyfill-placeholder'); + + switch (this.type) { + + case 'submit': + case 'reset': + break; + + case 'password': + i.val(i.attr('defaultValue')); + + x = i.parent().find('input[name=' + i.attr('name') + '-polyfill-field]'); + + if (i.val() == '') { + i.hide(); + x.show(); + } + else { + i.show(); + x.hide(); + } + + break; + + case 'checkbox': + case 'radio': + i.attr('checked', i.attr('defaultValue')); + break; + + case 'text': + case 'textarea': + i.val(i.attr('defaultValue')); + + if (i.val() == '') { + i.addClass('polyfill-placeholder'); + i.val(i.attr('placeholder')); + } + + break; + + default: + i.val(i.attr('defaultValue')); + break; + + } + }); + + }); + + return $this; + + }; + + /** + * Moves elements to/from the first positions of their respective parents. + * @param {jQuery} $elements Elements (or selector) to move. + * @param {bool} condition If true, moves elements to the top. Otherwise, moves elements back to their original locations. + */ + $.prioritize = function($elements, condition) { + + var key = '__prioritize'; + + // Expand $elements if it's not already a jQuery object. + if (typeof $elements != 'jQuery') + $elements = $($elements); + + // Step through elements. + $elements.each(function() { + + var $e = $(this), $p, + $parent = $e.parent(); + + // No parent? Bail. + if ($parent.length == 0) + return; + + // Not moved? Move it. + if (!$e.data(key)) { + + // Condition is false? Bail. + if (!condition) + return; + + // Get placeholder (which will serve as our point of reference for when this element needs to move back). + $p = $e.prev(); + + // Couldn't find anything? Means this element's already at the top, so bail. + if ($p.length == 0) + return; + + // Move element to top of parent. + $e.prependTo($parent); + + // Mark element as moved. + $e.data(key, $p); + + } + + // Moved already? + else { + + // Condition is true? Bail. + if (condition) + return; + + $p = $e.data(key); + + // Move element back to its original location (using our placeholder). + $e.insertAfter($p); + + // Unmark element as moved. + $e.removeData(key); + + } + + }); + + }; + +})(jQuery); \ No newline at end of file diff --git a/assets/sass/base/_page.scss b/assets/sass/base/_page.scss new file mode 100644 index 0000000..84c2451 --- /dev/null +++ b/assets/sass/base/_page.scss @@ -0,0 +1,48 @@ +/// +/// Massively by HTML5 UP +/// html5up.net | @ajlkn +/// Free for personal and commercial use under the CCA 3.0 license (html5up.net/license) +/// + +/* Basic */ + + // MSIE: Required for IEMobile. + @-ms-viewport { + width: device-width; + } + + // MSIE: Prevents scrollbar from overlapping content. + body { + -ms-overflow-style: scrollbar; + } + + // Ensures page width is always >=320px. + @include breakpoint('<=xsmall') { + html, body { + min-width: 320px; + } + } + + // Set box model to border-box. + // Based on css-tricks.com/inheriting-box-sizing-probably-slightly-better-best-practice + html { + box-sizing: border-box; + } + + *, *:before, *:after { + box-sizing: inherit; + } + + body { + + background-color: _palette(invert, bg); + + // Stops initial animations until page loads. + &.is-preload { + *, *:before, *:after { + @include vendor('animation', 'none !important'); + @include vendor('transition', 'none !important'); + } + } + + } \ No newline at end of file diff --git a/assets/sass/base/_reset.scss b/assets/sass/base/_reset.scss new file mode 100644 index 0000000..0396226 --- /dev/null +++ b/assets/sass/base/_reset.scss @@ -0,0 +1,76 @@ +/// +/// Massively by HTML5 UP +/// html5up.net | @ajlkn +/// Free for personal and commercial use under the CCA 3.0 license (html5up.net/license) +/// + +// Reset. +// Based on meyerweb.com/eric/tools/css/reset (v2.0 | 20110126 | License: public domain) + + html, body, div, span, applet, object, + iframe, h1, h2, h3, h4, h5, h6, p, blockquote, + pre, a, abbr, acronym, address, big, cite, + code, del, dfn, em, img, ins, kbd, q, s, samp, + small, strike, strong, sub, sup, tt, var, b, + u, i, center, dl, dt, dd, ol, ul, li, fieldset, + form, label, legend, table, caption, tbody, + tfoot, thead, tr, th, td, article, aside, + canvas, details, embed, figure, figcaption, + footer, header, hgroup, menu, nav, output, ruby, + section, summary, time, mark, audio, video { + margin: 0; + padding: 0; + border: 0; + font-size: 100%; + font: inherit; + vertical-align: baseline; + } + + article, aside, details, figcaption, figure, + footer, header, hgroup, menu, nav, section { + display: block; + } + + body { + line-height: 1; + } + + ol, ul { + list-style:none; + } + + blockquote, q { + quotes: none; + + &:before, + &:after { + content: ''; + content: none; + } + } + + table { + border-collapse: collapse; + border-spacing: 0; + } + + body { + -webkit-text-size-adjust: none; + } + + mark { + background-color: transparent; + color: inherit; + } + + input::-moz-focus-inner { + border: 0; + padding: 0; + } + + input, select, textarea { + -moz-appearance: none; + -webkit-appearance: none; + -ms-appearance: none; + appearance: none; + } \ No newline at end of file diff --git a/assets/sass/base/_typography.scss b/assets/sass/base/_typography.scss new file mode 100644 index 0000000..ee8673a --- /dev/null +++ b/assets/sass/base/_typography.scss @@ -0,0 +1,213 @@ +/// +/// Massively by HTML5 UP +/// html5up.net | @ajlkn +/// Free for personal and commercial use under the CCA 3.0 license (html5up.net/license) +/// + +/* Type */ + + html { + font-size: 16pt; + + @include breakpoint('<=xlarge') { + font-size: 12pt; + } + + @include breakpoint('<=large') { + font-size: 11pt; + } + + @include breakpoint('<=xxsmall') { + font-size: 10pt; + } + } + + body { + color: _palette(fg); + } + + body, input, select, textarea { + font-family: _font(family); + font-weight: _font(weight); + font-size: 1rem; + line-height: 2.375; + } + + a { + @include vendor('transition', ( + 'color #{_duration(transition)} ease-in-out', + 'background-color #{_duration(transition)} ease-in-out', + 'border-color #{_duration(transition)} ease-in-out', + 'box-shadow #{_duration(transition)} ease-in-out' + )); + border-bottom: dotted 1px; + text-decoration: none; + + &:hover { + border-bottom-color: transparent; + } + } + + strong, b { + font-weight: _font(weight-bold); + } + + em, i { + font-style: italic; + } + + p { + text-align: justify; + margin: 0 0 _size(element-margin) 0; + } + + h1, h2, h3, h4, h5, h6 { + font-family: _font(family-heading); + font-weight: _font(weight-heading); + line-height: 1.5; + letter-spacing: 0.075em; + text-transform: uppercase; + margin: 0 0 (_size(element-margin) * 0.5) 0; + + a { + border-bottom: 0; + color: inherit; + text-decoration: none; + } + } + + h1 { + font-size: 4rem; + line-height: 1.1; + margin: 0 0 _size(element-margin) 0; + } + + h2 { + font-size: 1.75rem; + line-height: 1.3; + margin: 0 0 (_size(element-margin) * 0.75) 0; + } + + h3 { + font-size: 1.25rem; + margin: 0 0 (_size(element-margin) * 0.75) 0; + } + + h4 { + font-size: 1rem; + } + + h5 { + font-size: 0.9rem; + } + + h6 { + font-size: 0.8rem; + } + + sub { + font-size: 0.8rem; + position: relative; + top: 0.5rem; + } + + sup { + font-size: 0.8rem; + position: relative; + top: -0.5rem; + } + + blockquote { + border-left: solid 4px; + font-style: italic; + margin: 0 0 _size(element-margin) 0; + padding: (_size(element-margin) / 4) 0 (_size(element-margin) / 4) _size(element-margin); + } + + code { + border-radius: _size(border-radius); + border: solid 2px; + font-family: _font(family-fixed); + font-size: 0.9rem; + margin: 0 0.25rem; + padding: 0.25rem 0.65rem; + } + + pre { + -webkit-overflow-scrolling: touch; + font-family: _font(family-fixed); + font-size: 0.9rem; + margin: 0 0 _size(element-margin) 0; + + code { + display: block; + line-height: 1.75; + padding: 1rem 1.5rem; + overflow-x: auto; + } + } + + hr { + border: 0; + border-bottom: solid 2px; + margin: (_size(element-margin) * 1.5) 0; + + &.major { + margin: (_size(element-margin) * 2.5) 0; + } + } + + .align-left { + text-align: left; + } + + .align-center { + text-align: center; + } + + .align-right { + text-align: right; + } + + @mixin color-typography($p: null) { + @if $p != null { + color: _palette($p, fg); + } + + input, select, textarea { + color: _palette($p, fg-bold); + } + + a { + color: _palette($p, fg-bold); + border-bottom-color: transparentize(_palette($p, fg), 0.5); + + &:hover { + border-bottom-color: transparent; + color: _palette($p, accent) !important; + } + } + + strong, b { + color: _palette($p, fg-bold); + } + + h1, h2, h3, h4, h5, h6 { + color: _palette($p, fg-bold); + } + + blockquote { + border-left-color: _palette($p, border); + } + + code { + background: _palette($p, border-bg); + border-color: _palette($p, border); + } + + hr { + border-bottom-color: _palette($p, border); + } + } + + @include color-typography; \ No newline at end of file diff --git a/assets/sass/components/_actions.scss b/assets/sass/components/_actions.scss new file mode 100644 index 0000000..bd8f808 --- /dev/null +++ b/assets/sass/components/_actions.scss @@ -0,0 +1,101 @@ +/// +/// Massively by HTML5 UP +/// html5up.net | @ajlkn +/// Free for personal and commercial use under the CCA 3.0 license (html5up.net/license) +/// + +/* Actions */ + + ul.actions { + @include vendor('display', 'flex'); + cursor: default; + list-style: none; + margin-left: (_size(element-margin) * -0.5); + padding-left: 0; + + li { + padding: 0 0 0 (_size(element-margin) * 0.5); + vertical-align: middle; + } + + &.special { + @include vendor('justify-content', 'center'); + width: 100%; + margin-left: 0; + + li { + &:first-child { + padding-left: 0; + } + } + } + + &.stacked { + @include vendor('flex-direction', 'column'); + margin-left: 0; + + li { + padding: (_size(element-margin) * 0.65) 0 0 0; + + &:first-child { + padding-top: 0; + } + } + } + + &.fit { + width: calc(100% + #{_size(element-margin) * 0.5}); + + li { + @include vendor('flex-grow', '1'); + @include vendor('flex-shrink', '1'); + width: 100%; + + > * { + width: 100%; + } + } + + &.stacked { + width: 100%; + } + } + + @include breakpoint('<=xsmall') { + &:not(.fixed) { + @include vendor('flex-direction', 'column'); + margin-left: 0; + width: 100% !important; + + li { + @include vendor('flex-grow', '1'); + @include vendor('flex-shrink', '1'); + padding: (_size(element-margin) * 0.5) 0 0 0; + text-align: center; + width: 100%; + + > * { + width: 100%; + } + + &:first-child { + padding-top: 0; + } + + input[type="submit"], + input[type="reset"], + input[type="button"], + button, + .button { + width: 100%; + + &.icon { + &:before { + margin-left: -0.5rem; + } + } + } + } + } + } + } \ No newline at end of file diff --git a/assets/sass/components/_box.scss b/assets/sass/components/_box.scss new file mode 100644 index 0000000..20c57d9 --- /dev/null +++ b/assets/sass/components/_box.scss @@ -0,0 +1,34 @@ +/// +/// Massively by HTML5 UP +/// html5up.net | @ajlkn +/// Free for personal and commercial use under the CCA 3.0 license (html5up.net/license) +/// + +/* Box */ + + .box { + border-radius: _size(border-radius); + border: solid 2px; + margin-bottom: _size(element-margin); + padding: 1.5rem; + + > :last-child, + > :last-child > :last-child, + > :last-child > :last-child > :last-child { + margin-bottom: 0; + } + + &.alt { + border: 0; + border-radius: 0; + padding: 0; + } + } + + @mixin color-box($p: null) { + .box { + border-color: _palette($p, border); + } + } + + @include color-box; \ No newline at end of file diff --git a/assets/sass/components/_button.scss b/assets/sass/components/_button.scss new file mode 100644 index 0000000..b0b4821 --- /dev/null +++ b/assets/sass/components/_button.scss @@ -0,0 +1,134 @@ +/// +/// Massively by HTML5 UP +/// html5up.net | @ajlkn +/// Free for personal and commercial use under the CCA 3.0 license (html5up.net/license) +/// + +/* Button */ + + input[type="submit"], + input[type="reset"], + input[type="button"], + button, + .button { + @include vendor('appearance', 'none'); + @include vendor('transition', ( + 'background-color #{_duration(transition)} ease-in-out', + 'box-shadow #{_duration(transition)} ease-in-out', + 'color #{_duration(transition)} ease-in-out' + )); + border: 0; + border-radius: 0; + cursor: pointer; + display: inline-block; + font-family: _font(family-heading); + font-size: 0.8rem; + font-weight: _font(weight-heading); + letter-spacing: 0.075em; + height: 3rem; + line-height: 3rem; + padding: 0 2rem; + text-align: center; + text-decoration: none; + text-transform: uppercase; + white-space: nowrap; + + &.icon { + &:before { + margin-right: 0.5rem; + } + + &.solo { + position: relative; + width: 4rem; + height: 4rem; + line-height: 4rem; + border-radius: 4rem; + text-indent: 4rem; + overflow: hidden; + padding: 0; + white-space: nowrap; + + &:before { + position: absolute; + display: block; + top: 0; + left: 0; + width: inherit; + height: inherit; + line-height: inherit; + font-size: 1.25rem; + margin-right: 0; + text-align: center; + text-indent: 0; + } + } + } + + &.fit { + width: 100%; + } + + &.small { + font-size: 0.7rem; + height: 2.5rem; + line-height: 2.5rem; + padding: 0 1.5rem; + } + + &.large { + font-size: 0.9rem; + height: 3.5rem; + line-height: 3.5rem; + padding: 0 2.75rem; + } + + @include breakpoint('<=medium') { + font-size: 0.9rem; + height: 3.25rem; + line-height: 3.25rem; + + &.large { + font-size: 1rem; + height: 3.75rem; + line-height: 3.75rem; + } + } + + &.disabled, + &:disabled { + @include vendor('pointer-events', 'none'); + opacity: 0.25; + } + } + + @mixin color-button($p: null) { + $highlight: _palette($p, highlight); + + input[type="submit"], + input[type="reset"], + input[type="button"], + button, + .button { + background-color: transparent; + box-shadow: inset 0 0 0 2px _palette($p, fg-bold); + color: _palette($p, fg-bold) !important; + + &:hover { + box-shadow: inset 0 0 0 2px _palette($p, accent); + color: _palette($p, accent) !important; + } + + &.primary { + background-color: _palette($p, fg-bold); + box-shadow: none; + color: _palette($p, bg) !important; + + &:hover { + background-color: _palette($p, accent); + } + } + } + } + + @include color-button; \ No newline at end of file diff --git a/assets/sass/components/_form.scss b/assets/sass/components/_form.scss new file mode 100644 index 0000000..7d32759 --- /dev/null +++ b/assets/sass/components/_form.scss @@ -0,0 +1,293 @@ +/// +/// Massively by HTML5 UP +/// html5up.net | @ajlkn +/// Free for personal and commercial use under the CCA 3.0 license (html5up.net/license) +/// + +/* Form */ + + form { + margin: 0 0 _size(element-margin) 0; + + > :last-child { + margin-bottom: 0; + } + + > .fields { + $gutter: (_size(element-margin) * 0.75); + + @include vendor('display', 'flex'); + @include vendor('flex-wrap', 'wrap'); + width: calc(100% + #{$gutter * 2}); + margin: ($gutter * -1) 0 _size(element-margin) ($gutter * -1); + + > .field { + @include vendor('flex-grow', '0'); + @include vendor('flex-shrink', '0'); + padding: $gutter 0 0 $gutter; + width: calc(100% - #{$gutter * 1}); + + &.half { + width: calc(50% - #{$gutter * 0.5}); + } + + &.third { + width: calc(#{100% / 3} - #{$gutter * (1 / 3)}); + } + + &.quarter { + width: calc(25% - #{$gutter * 0.25}); + } + } + } + + @include breakpoint('<=xsmall') { + > .fields { + $gutter: (_size(element-margin) * 0.75); + + width: calc(100% + #{$gutter * 2}); + margin: ($gutter * -1) 0 _size(element-margin) ($gutter * -1); + + > .field { + padding: $gutter 0 0 $gutter; + width: calc(100% - #{$gutter * 1}); + + &.half { + width: calc(100% - #{$gutter * 1}); + } + + &.third { + width: calc(100% - #{$gutter * 1}); + } + + &.quarter { + width: calc(100% - #{$gutter * 1}); + } + } + } + } + } + + label { + display: block; + font-family: _font(family-heading); + font-weight: _font(weight-heading); + line-height: 1.5; + letter-spacing: 0.075em; + font-size: 0.8rem; + text-transform: uppercase; + margin: 0 0 (_size(element-margin) * 0.375) 0; + + @include breakpoint('<=medium') { + font-size: 0.9rem; + } + } + + input[type="text"], + input[type="password"], + input[type="email"], + select, + textarea { + @include vendor('appearance', 'none'); + background: transparent; + border-radius: 0; + border: solid 2px; + color: inherit; + display: block; + outline: 0; + padding: 0 1rem; + text-decoration: none; + width: 100%; + + &:invalid { + box-shadow: none; + } + } + + select { + background-size: 1.25rem; + background-repeat: no-repeat; + background-position: calc(100% - 1rem) center; + height: _size(element-height); + padding-right: _size(element-height); + text-overflow: ellipsis; + + &:focus { + &::-ms-value { + background-color: transparent; + } + } + + &::-ms-expand { + display: none; + } + } + + input[type="text"], + input[type="password"], + input[type="email"], + select { + height: _size(element-height); + } + + textarea { + padding: 0.75rem 1rem; + } + + input[type="checkbox"], + input[type="radio"], { + @include vendor('appearance', 'none'); + display: block; + float: left; + margin-right: -2rem; + opacity: 0; + width: 1rem; + z-index: -1; + + & + label { + @include icon(false, solid); + cursor: pointer; + display: inline-block; + font-size: 1rem; + letter-spacing: 0; + font-family: _font(family); + text-transform: none; + font-weight: _font(weight); + padding-left: (_size(element-height) * 0.6) + 1rem; + padding-right: 1rem; + position: relative; + + &:before { + border-radius: 0; + border: solid 2px; + content: ''; + display: inline-block; + font-size: 0.8rem; + height: (_size(element-height) * 0.6); + left: 0; + line-height: (_size(element-height) * 0.55); + position: absolute; + text-align: center; + top: -0.125rem; + width: (_size(element-height) * 0.6); + } + } + + &:checked + label { + &:before { + content: '\f00c'; + } + } + } + + input[type="checkbox"] { + & + label { + &:before { + border-radius: 0; + } + } + } + + input[type="radio"] { + & + label { + &:before { + border-radius: 100%; + } + } + } + + ::-webkit-input-placeholder { + opacity: 1.0; + } + + :-moz-placeholder { + opacity: 1.0; + } + + ::-moz-placeholder { + opacity: 1.0; + } + + :-ms-input-placeholder { + opacity: 1.0; + } + + @mixin color-form($p: null) { + label { + color: _palette($p, fg-bold); + } + + input[type="text"], + input[type="password"], + input[type="email"], + select, + textarea { + border-color: _palette($p, border); + + &:focus { + border-color: _palette($p, accent); + } + } + + select { + background-image: svg-url(""); + + option { + background-color: _palette($p, bg); + color: _palette($p, fg); + } + } + + .select-wrapper { + &:before { + color: _palette($p, border); + } + } + + input[type="checkbox"], + input[type="radio"], { + & + label { + color: _palette($p, fg); + + &:before { + border-color: _palette($p, border); + } + } + + &:checked + label { + &:before { + background-color: _palette($p, fg-bold); + border-color: _palette($p, fg-bold); + color: _palette($p, bg); + } + } + + &:focus + label { + &:before { + border-color: _palette($p, accent); + } + } + } + + ::-webkit-input-placeholder { + color: _palette($p, fg-light) !important; + } + + :-moz-placeholder { + color: _palette($p, fg-light) !important; + } + + ::-moz-placeholder { + color: _palette($p, fg-light) !important; + } + + :-ms-input-placeholder { + color: _palette($p, fg-light) !important; + } + + .formerize-placeholder { + color: _palette($p, fg-light) !important; + } + } + + @include color-form; \ No newline at end of file diff --git a/assets/sass/components/_icon.scss b/assets/sass/components/_icon.scss new file mode 100644 index 0000000..35d94dc --- /dev/null +++ b/assets/sass/components/_icon.scss @@ -0,0 +1,33 @@ +/// +/// Massively by HTML5 UP +/// html5up.net | @ajlkn +/// Free for personal and commercial use under the CCA 3.0 license (html5up.net/license) +/// + +/* Icon */ + + .icon { + @include icon; + border-bottom: none; + position: relative; + + > .label { + display: none; + } + + &:before { + line-height: inherit; + } + + &.solid { + &:before { + font-weight: 900; + } + } + + &.brands { + &:before { + font-family: 'Font Awesome 5 Brands'; + } + } + } \ No newline at end of file diff --git a/assets/sass/components/_icons.scss b/assets/sass/components/_icons.scss new file mode 100644 index 0000000..fb9e829 --- /dev/null +++ b/assets/sass/components/_icons.scss @@ -0,0 +1,52 @@ +/// +/// Massively by HTML5 UP +/// html5up.net | @ajlkn +/// Free for personal and commercial use under the CCA 3.0 license (html5up.net/license) +/// + +/* Icons */ + + ul.icons { + cursor: default; + list-style: none; + padding-left: 0; + + li { + display: inline-block; + padding: 0 0.5rem 0 0; + vertical-align: middle; + + &:last-child { + padding-right: 0; + } + + .icon { + &:before { + width: 2.25rem; + height: 2.25rem; + line-height: 2.25rem; + display: inline-block; + text-align: center; + border-radius: 100%; + font-size: 1.25rem; + } + } + } + + &.alt { + li { + .icon { + &:before { + @include vendor('transition', ( + 'color #{_duration(transition)} ease-in-out', + 'background-color #{_duration(transition)} ease-in-out', + 'border-color #{_duration(transition)} ease-in-out', + 'box-shadow #{_duration(transition)} ease-in-out' + )); + + font-size: 1rem; + } + } + } + } + } \ No newline at end of file diff --git a/assets/sass/components/_image.scss b/assets/sass/components/_image.scss new file mode 100644 index 0000000..a86eb43 --- /dev/null +++ b/assets/sass/components/_image.scss @@ -0,0 +1,92 @@ +/// +/// Massively by HTML5 UP +/// html5up.net | @ajlkn +/// Free for personal and commercial use under the CCA 3.0 license (html5up.net/license) +/// + +/* Image */ + + .image { + border: 0; + border-radius: _size(border-radius); + display: inline-block; + position: relative; + + img { + border-radius: _size(border-radius); + display: block; + } + + &.left, + &.right { + max-width: 40%; + + img { + width: 100%; + } + } + + &.left { + float: left; + margin: 0 2rem 2rem 0; + top: 0.75rem; + } + + &.right { + float: right; + margin: 0 0 2rem 2rem; + top: 0.75rem; + } + + &.fit { + display: block; + margin: (_size(element-margin) * 1.25) 0; + width: 100%; + + &:first-child { + margin-top: 0; + } + + img { + width: 100%; + } + } + + &.main { + display: block; + margin: (_size(element-margin) * 2) 0; + width: 100%; + + &:first-child { + margin-top: 0; + } + + img { + width: 100%; + } + } + + @include breakpoint('<=small') { + &.fit { + margin: _size(element-margin) 0; + } + + &.main { + margin: _size(element-margin) 0; + } + } + } + + a.image { + overflow: hidden; + + img { + @include vendor('transition', 'transform #{_duration(transition)} ease-out'); + } + + &:hover { + img { + @include vendor('transform', 'scale(1.05)'); + } + } + } \ No newline at end of file diff --git a/assets/sass/components/_list.scss b/assets/sass/components/_list.scss new file mode 100644 index 0000000..9ef7786 --- /dev/null +++ b/assets/sass/components/_list.scss @@ -0,0 +1,98 @@ +/// +/// Massively by HTML5 UP +/// html5up.net | @ajlkn +/// Free for personal and commercial use under the CCA 3.0 license (html5up.net/license) +/// + +/* List */ + + ol { + list-style: decimal; + margin: 0 0 _size(element-margin) 0; + padding-left: 1.25rem; + + li { + padding-left: 0.25rem; + } + } + + ul { + list-style: disc; + margin: 0 0 _size(element-margin) 0; + padding-left: 1rem; + + li { + padding-left: 0.5rem; + } + + &.divided { + list-style: none; + padding-left: 0; + + li { + border-top: solid 1px; + padding: 0.5rem 0; + + &:first-child { + border-top: 0; + padding-top: 0; + } + } + } + } + + dl { + margin: 0 0 _size(element-margin) 0; + + dt { + display: block; + font-weight: _font(weight-bold); + margin: 0 0 (_size(element-margin) * 0.5) 0; + } + + dd { + margin-left: _size(element-margin); + } + } + + @mixin color-list($p: null) { + ul { + &.divided { + li { + border-top-color: _palette($p, border); + } + } + + &.icons { + li { + a.icon { + &:hover { + &:before { + color: _palette($p, accent); + } + } + } + } + + &.alt { + li { + .icon { + &:before { + box-shadow: inset 0 0 0 2px _palette($p, border); + } + } + + a.icon { + &:hover { + &:before { + box-shadow: inset 0 0 0 2px _palette($p, accent); + } + } + } + } + } + } + } + } + + @include color-list; \ No newline at end of file diff --git a/assets/sass/components/_pagination.scss b/assets/sass/components/_pagination.scss new file mode 100644 index 0000000..b9043a3 --- /dev/null +++ b/assets/sass/components/_pagination.scss @@ -0,0 +1,111 @@ +/// +/// Massively by HTML5 UP +/// html5up.net | @ajlkn +/// Free for personal and commercial use under the CCA 3.0 license (html5up.net/license) +/// + +/* Pagination */ + + .pagination { + @include vendor('display', 'inline-flex'); + @include vendor('user-select', 'none'); + cursor: default; + list-style: none; + margin: 0 0 _size(element-margin) 2px; + padding: 0; + + a, span { + @include vendor('transition', ( + 'background-color #{_duration(transition)} ease-in-out', + 'border-color #{_duration(transition)} ease-in-out', + 'box-shadow #{_duration(transition)} ease-in-out', + 'color #{_duration(transition)} ease-in-out' + )); + border: solid 2px; + display: inline-block; + font-family: _font(family-heading); + font-size: 0.8rem; + font-weight: _font(weight-heading); + height: _size(element-height); + letter-spacing: 0.075em; + letter-spacing: _font(letter-spacing-heading); + line-height: calc(#{_size(element-height)} - 4px); + margin-left: -2px; + min-width: _size(element-height); + position: relative; + text-align: center; + text-decoration: none; + text-transform: uppercase; + } + + .next, .previous { + @include icon(false, solid); + padding: 0 1.75rem; + + &:before { + display: inline-block; + color: inherit !important; + line-height: inherit; + } + } + + .previous { + &:before { + content: '\f104'; + margin-right: (0.75em / 0.8); + } + } + + .next { + &:before { + content: '\f105'; + float: right; + margin-left: (0.75em / 0.8); + } + } + + @include breakpoint('<=medium') { + a, span { + font-size: 0.9rem; + } + } + + @include breakpoint('<=xsmall') { + .page, .extra { + display: none; + } + } + } + + @mixin color-pagination($p: null) { + .pagination { + a, span { + border-color: _palette($p, border); + } + + a { + color: _palette($p, fg-bold) !important; + + &:hover { + color: _palette($p, accent) !important; + border-color: _palette($p, accent); + z-index: 1; + + & + a, + & + span { + border-left-color: _palette($p, accent); + } + } + + &.active { + background-color: _palette($p, border); + } + } + + span { + color: _palette($p, border); + } + } + } + + @include color-pagination; \ No newline at end of file diff --git a/assets/sass/components/_row.scss b/assets/sass/components/_row.scss new file mode 100644 index 0000000..eda5ae6 --- /dev/null +++ b/assets/sass/components/_row.scss @@ -0,0 +1,35 @@ +/// +/// Massively by HTML5 UP +/// html5up.net | @ajlkn +/// Free for personal and commercial use under the CCA 3.0 license (html5up.net/license) +/// + +/* Row */ + + .row { + @include html-grid(1.5rem); + + @include breakpoint('<=xlarge') { + @include html-grid(1.5rem, 'xlarge'); + } + + @include breakpoint('<=large') { + @include html-grid(1.5rem, 'large'); + } + + @include breakpoint('<=medium') { + @include html-grid(1.5rem, 'medium'); + } + + @include breakpoint('<=small') { + @include html-grid(1.5rem, 'small'); + } + + @include breakpoint('<=xsmall') { + @include html-grid(1.5rem, 'xsmall'); + } + + @include breakpoint('<=xxsmall') { + @include html-grid(1.5rem, 'xxsmall'); + } + } \ No newline at end of file diff --git a/assets/sass/components/_section.scss b/assets/sass/components/_section.scss new file mode 100644 index 0000000..0f5d96d --- /dev/null +++ b/assets/sass/components/_section.scss @@ -0,0 +1,112 @@ +/// +/// Massively by HTML5 UP +/// html5up.net | @ajlkn +/// Free for personal and commercial use under the CCA 3.0 license (html5up.net/license) +/// + +/* Section/Article */ + + section, article { + &.special { + text-align: center; + } + } + + header { + cursor: default; + + > .date { + display: block; + font-size: 0.8rem; + height: 1; + margin: 0 0 (_size(element-margin) * 0.5) 0; + position: relative; + } + + > p { + font-style: italic; + } + + > h1 + p { + font-size: 1.1rem; + margin-top: -0.5rem; + line-height: 2; + } + + > h2 + p { + font-size: 1rem; + margin-top: -0.75rem; + } + + > h3 + p { + font-size: 0.9rem; + margin-top: -0.75rem; + } + + > h4 + p { + font-size: 0.8rem; + margin-top: -0.75rem; + } + + &.major { + margin: 0 0 (_size(element-margin) * 2) 0; + text-align: center; + + > :last-child { + margin-bottom: 0; + } + + > p { + margin-top: 0; + text-align: center; + } + + > .date { + font-size: 1rem; + margin: 0 0 (_size(element-margin) * 2) 0; + + &:before, &:after { + content: ''; + display: block; + position: absolute; + top: 50%; + width: calc(50% - 6rem); + border-top: solid 2px; + } + + &:before { + left: 0; + } + + &:after { + right: 0; + } + } + } + + @include breakpoint('<=medium') { + br { + display: none; + } + } + + @include breakpoint('<=small') { + &.major { + margin: 0 0 _size(element-margin) 0; + } + } + } + + @mixin color-section($p: null) { + header { + &.major { + .date { + &:before, &:after { + border-top-color: _palette($p, border); + } + } + } + } + } + + @include color-section; \ No newline at end of file diff --git a/assets/sass/components/_table.scss b/assets/sass/components/_table.scss new file mode 100644 index 0000000..9a30143 --- /dev/null +++ b/assets/sass/components/_table.scss @@ -0,0 +1,122 @@ +/// +/// Massively by HTML5 UP +/// html5up.net | @ajlkn +/// Free for personal and commercial use under the CCA 3.0 license (html5up.net/license) +/// + +/* Table */ + + .table-wrapper { + -webkit-overflow-scrolling: touch; + overflow-x: auto; + } + + table { + margin: 0 0 _size(element-margin) 0; + width: 100%; + + tbody { + tr { + border: solid 1px; + border-left: 0; + border-right: 0; + } + } + + td { + padding: 0.75rem 0.75rem; + } + + th { + font-family: _font(family-heading); + font-size: 0.8rem; + font-weight: _font(weight-heading); + letter-spacing: 0.075em; + line-height: 1.5; + padding: 0 0.75rem 0.75rem 0.75rem; + text-align: left; + text-transform: uppercase; + + @include breakpoint('<=medium') { + font-size: 0.9rem; + } + } + + thead { + border-bottom: solid 2px; + } + + tfoot { + border-top: solid 2px; + } + + &.alt { + border-collapse: separate; + + tbody { + tr { + td { + border: solid 1px; + border-left-width: 0; + border-top-width: 0; + + &:first-child { + border-left-width: 1px; + } + } + + &:first-child { + td { + border-top-width: 1px; + } + } + } + } + + thead { + border-bottom: 0; + } + + tfoot { + border-top: 0; + } + } + } + + @mixin color-table($p: null) { + table { + tbody { + tr { + border-color: _palette($p, border); + + &:nth-child(2n + 1) { + background-color: _palette($p, border-bg); + } + } + } + + th { + color: _palette($p, fg-bold); + } + + thead { + border-bottom-color: _palette($p, border); + } + + tfoot { + border-top-color: _palette($p, border); + } + + &.alt { + tbody { + tr { + td { + border-color: _palette($p, border); + } + } + } + } + } + } + + @include color-table; \ No newline at end of file diff --git a/assets/sass/layout/_footer.scss b/assets/sass/layout/_footer.scss new file mode 100644 index 0000000..09bbc20 --- /dev/null +++ b/assets/sass/layout/_footer.scss @@ -0,0 +1,243 @@ +/// +/// Massively by HTML5 UP +/// html5up.net | @ajlkn +/// Free for personal and commercial use under the CCA 3.0 license (html5up.net/license) +/// + +/* Footer */ + + #footer { + @include color(alt); + @include vendor('display', 'flex'); + background-color: _palette(alt, bg); + color: _palette(fg-light); + cursor: default; + position: relative; + margin: 0 auto; + width: calc(100% - #{_size(padding) * 2}); + max-width: _size(wrapper); + z-index: 2; + + > section { + @include vendor('flex-basis', '50%'); + @include vendor('flex-grow', '1'); + @include vendor('flex-shrink', '1'); + @include padding((_size(padding) * 2), (_size(padding) * 2)); + border-left: solid 2px _palette(alt, border); + + &:first-child { + border-left: 0; + } + + &.split { + @include vendor('display', 'flex'); + @include vendor('flex-direction', 'column'); + padding: 0; + + > section { + @include padding((_size(padding) * 2) - 1, (_size(padding) * 2)); + border-top: solid 2px _palette(alt, border); + + &:first-child { + @include padding((_size(padding) * 2) - 1, (_size(padding) * 2), (_size(padding), 0, 0, 0)); + border-top: 0; + } + + &:last-child { + @include padding((_size(padding) * 2) - 1, (_size(padding) * 2), (0, 0, _size(padding), 0)); + } + } + + &.contact { + > section { + @include vendor('display', 'flex'); + @include vendor('align-items', 'center'); + padding: (_size(padding) * 1.575) (_size(padding) * 2); + + > * { + margin-bottom: 0; + } + + > :first-child { + @include vendor('flex-shrink', '0'); + @include vendor('flex-grow', '0'); + width: 6rem; + } + + > :last-child { + @include vendor('flex-shrink', '1'); + @include vendor('flex-grow', '1'); + } + + &:first-child { + padding: (_size(padding) * 2) (_size(padding) * 2) ((_size(padding) * 2) - 1) (_size(padding) * 2); + } + + &:last-child { + padding: ((_size(padding) * 2) - 1) (_size(padding) * 2) (_size(padding) * 2) (_size(padding) * 2); + } + + &.alt { + @include vendor('align-items', 'flex-start'); + + > :last-child { + margin-top: -0.325rem; + } + } + } + } + } + } + + form label, + h3, + p { + font-size: 0.8rem; + } + + @include breakpoint('<=medium') { + display: block; + + > section { + border-top: solid 2px _palette(alt, border); + + &:first-child { + border-top: 0; + } + + &.split { + > section { + @include padding((_size(padding) * 2), (_size(padding) * 2)); + + &:first-child { + @include padding((_size(padding) * 2), (_size(padding) * 2)); + } + + &:last-child { + @include padding((_size(padding) * 2), (_size(padding) * 2)); + } + } + + &.contact { + > section { + padding: (_size(padding) * 2); + + &:first-child { + padding: (_size(padding) * 2); + } + + &:last-child { + padding: (_size(padding) * 2); + } + } + } + } + } + + form label, + h3, + p { + font-size: 0.9rem; + } + } + + @include breakpoint('<=small') { + > section { + @include padding((_size(padding) * 1), (_size(padding) * 1)); + + &.split { + > section { + @include padding((_size(padding) * 1), (_size(padding) * 1)); + + &:first-child { + @include padding((_size(padding) * 1), (_size(padding) * 1)); + } + + &:last-child { + @include padding((_size(padding) * 1), (_size(padding) * 1)); + } + } + + &.contact { + > section { + padding: (_size(padding) * 1); + + &:first-child { + padding: (_size(padding) * 1); + } + + &:last-child { + padding: (_size(padding) * 1); + } + } + } + } + } + } + + @include breakpoint('<=xsmall') { + width: 100%; + } + } + + #copyright { + @include color-typography(invert); + position: relative; + color: transparentize(_palette(invert, fg), 0.75); + cursor: default; + font-family: _font(family-heading); + font-size: 0.8rem; + font-weight: _font(weight-heading); + letter-spacing: 0.075em; + line-height: 1.5; + text-align: center; + text-transform: uppercase; + margin: (_size(padding) * 2) auto (_size(padding) * 4) auto; + width: calc(100% - #{_size(padding) * 2}); + max-width: _size(wrapper); + z-index: 2; + + a { + color: inherit; + border-bottom-color: inherit; + } + + ul { + list-style: none; + margin: 0; + padding-left: 0; + + li { + border-left: solid 2px; + display: inline-block; + line-height: 1; + margin-left: 1rem; + padding-left: 1rem; + + &:first-child { + border-left: 0; + margin-left: 0; + padding-left: 0; + } + } + } + + @include breakpoint('<=large') { + margin: (_size(padding) * 2) auto; + } + + @include breakpoint('<=xsmall') { + ul { + li { + border-left: 0; + margin: 1rem 0 0 0; + padding-left: 0; + display: block; + + &:first-child { + margin-top: 0; + } + } + } + } + } \ No newline at end of file diff --git a/assets/sass/layout/_header.scss b/assets/sass/layout/_header.scss new file mode 100644 index 0000000..d58c162 --- /dev/null +++ b/assets/sass/layout/_header.scss @@ -0,0 +1,63 @@ +/// +/// Massively by HTML5 UP +/// html5up.net | @ajlkn +/// Free for personal and commercial use under the CCA 3.0 license (html5up.net/license) +/// + +/* Header */ + + #header { + @include color-typography(invert); + @include vendor('align-items', 'center'); + @include vendor('display', 'flex'); + @include vendor('flex-direction', 'column'); + @include vendor('justify-content', 'flex-end'); + @include vendor('pointer-events', 'none'); + @include vendor('user-select', 'none'); + height: 20rem; + padding-bottom: (_size(padding) * 4); + position: relative; + text-align: center; + z-index: 2; + + .logo { + @include vendor('transition', ( + 'border-color #{_duration(transition)} ease-in-out', + 'color #{_duration(transition)} ease-in-out', + 'opacity 0.5s ease', + 'transform 0.5s ease', + 'visibility 0.5s' + )); + @include vendor('pointer-events', 'auto'); + border-style: solid; + border-color: _palette(invert, border); + border-width: 5px !important; + font-family: _font(family-heading); + font-size: 2.25rem; + font-weight: _font(weight-heading); + letter-spacing: 0.075em; + line-height: 1; + padding: 1rem 1.75rem; + text-transform: uppercase; + visibility: visible; + + &:hover { + border-color: _palette(invert, accent) !important; + color: _palette(invert, accent) !important; + } + } + + @include breakpoint('<=medium') { + height: 14rem; + padding-bottom: (_size(padding) * 2); + } + + @include breakpoint('<=small') { + padding-bottom: (_size(padding) * 1.5); + + .logo { + font-size: 1.75rem; + border-width: 3px !important; + } + } + } \ No newline at end of file diff --git a/assets/sass/layout/_intro.scss b/assets/sass/layout/_intro.scss new file mode 100644 index 0000000..3b2c6d2 --- /dev/null +++ b/assets/sass/layout/_intro.scss @@ -0,0 +1,115 @@ +/// +/// Massively by HTML5 UP +/// html5up.net | @ajlkn +/// Free for personal and commercial use under the CCA 3.0 license (html5up.net/license) +/// + +/* Intro */ + + #intro { + @include color-typography(invert); + @include color-button(invert); + @include padding(_size(padding) * 4, _size(padding) * 2); + @include vendor('align-items', 'center'); + @include vendor('display', 'flex'); + @include vendor('flex-direction', 'column'); + @include vendor('justify-content', 'flex-end'); + @include vendor('transition', ( + 'opacity 1s ease', + 'transform 1s ease' + )); + position: relative; + cursor: default; + text-align: center; + z-index: 1; + min-height: 100vh; + + h1 { + font-size: 5rem; + line-height: 1; + } + + p { + font-size: 1.25rem; + font-style: italic; + margin-top: -0.25rem; + text-align: center; + } + + & + #header { + margin-top: -20rem; + + .logo { + @include vendor('transform', 'translateY(2rem)'); + opacity: 0; + visibility: hidden; + } + } + + &.hidden { + @include vendor('pointer-events', 'none'); + @include vendor('transform', 'translateY(2rem)'); + @include vendor('transition', ( + 'opacity 0.5s ease', + 'transform 0.5s ease', + 'visibility 0.5s' + )); + opacity: 0; + visibility: hidden; + + & + #header { + .logo { + @include vendor('transform', 'translateY(0)'); + opacity: 1; + visibility: visible; + } + } + } + + body.is-preload & { + @include vendor('transform', 'translateY(2rem)'); + opacity: 0; + + &:not(.hidden) { + & + #header + #nav { + @include vendor('transform', 'translateY(4rem)'); + opacity: 0; + } + } + } + + @include breakpoint('<=medium') { + @include padding(_size(padding) * 2, _size(padding) * 2); + min-height: 90vh; + + p { + br { + display: none; + } + } + + & + #header { + margin-top: -14rem; + } + } + + @include breakpoint('<=small') { + @include padding(_size(padding) * 1.5, _size(padding) * 1); + min-height: 80vh; + + h1 { + font-size: 3.25rem; + line-height: 1.1; + margin-bottom: _size(element-margin) * 0.5; + } + + p { + font-size: 1rem; + margin-top: 0rem; + } + + .actions { + display: none; + } + } + } \ No newline at end of file diff --git a/assets/sass/layout/_main.scss b/assets/sass/layout/_main.scss new file mode 100644 index 0000000..f15a087 --- /dev/null +++ b/assets/sass/layout/_main.scss @@ -0,0 +1,158 @@ +/// +/// Massively by HTML5 UP +/// html5up.net | @ajlkn +/// Free for personal and commercial use under the CCA 3.0 license (html5up.net/license) +/// + +/* Main */ + + #main { + background-color: _palette(bg); + position: relative; + margin: 0 auto; + width: calc(100% - #{_size(padding) * 2}); + max-width: _size(wrapper); + z-index: 2; + + > * { + @include padding((_size(padding) * 2), (_size(padding) * 2)); + border-top: solid 2px _palette(border); + margin: 0; + + &:first-child { + border-top: 0; + } + } + + > footer { + text-align: center; + } + + > .post { + @include padding((_size(padding) * 4), (_size(padding) * 4)); + + header { + &.major { + > .date { + margin-top: -2rem; + } + + > h1, h2 { + font-size: 4rem; + line-height: 1.1; + margin: 0 0 _size(element-margin) 0; + } + } + } + + &.featured { + text-align: center; + } + + @include breakpoint('<=large') { + @include padding((_size(padding) * 3), (_size(padding) * 2)); + } + + @include breakpoint('<=small') { + @include padding((_size(padding) * 2), (_size(padding) * 1)); + + header { + &.major { + > .date { + margin-top: -1rem; + margin-bottom: _size(element-margin); + } + + > h1, h2 { + font-size: 2.5rem; + line-height: 1.2; + margin: 0 0 (_size(element-margin) * 0.75) 0; + } + } + } + } + } + + > .posts { + @include fixed-grid(( + columns: 2, + gutters: (_size(padding) * 4), + horizontal-align: center, + vertical-align: flex-start, + flush: false + )); + width: 100%; + padding: 0; + + > article { + border-color: _palette(border); + border-left-width: 2px; + border-style: solid; + border-top-width: 2px; + text-align: center; + + > :last-child { + margin-bottom: 0; + } + + &:nth-child(2n - 1) { + border-left-width: 0; + } + + &:nth-child(-n + 2) { + border-top-width: 0; + } + } + + @include breakpoint('<=medium') { + @include fixed-grid-resize(( + columns: 2, + gutters: (_size(padding) * 2.5), + flush: false + )); + } + + @include breakpoint('<=small') { + @include fixed-grid-resize(( + columns: 1, + gutters: (_size(padding) * 2), + prev-columns: 2, + flush: false + )); + + > article { + &:nth-child(2n - 1) { + border-left-width: 2px; + } + + &:nth-child(-n + 2) { + border-top-width: 2px; + } + + &:nth-child(n) { + border-left-width: 0; + } + + &:nth-child(-n + 1) { + border-top-width: 0; + } + + .image { + max-width: 25rem; + margin-left: auto; + margin-right: auto; + } + } + } + } + + @include breakpoint('<=small') { + > * { + @include padding((_size(padding) * 1), (_size(padding) * 1)); + } + } + + @include breakpoint('<=xsmall') { + width: 100%; + } + } \ No newline at end of file diff --git a/assets/sass/layout/_nav.scss b/assets/sass/layout/_nav.scss new file mode 100644 index 0000000..cf84a7d --- /dev/null +++ b/assets/sass/layout/_nav.scss @@ -0,0 +1,85 @@ +/// +/// Massively by HTML5 UP +/// html5up.net | @ajlkn +/// Free for personal and commercial use under the CCA 3.0 license (html5up.net/license) +/// + +/* Nav */ + + #nav { + @include color-list(invert); + @include color-typography(invert); + @include vendor('display', 'flex'); + @include vendor('transition', ( + 'transform 1s ease', + 'opacity 1s ease' + )); + background: rgba(255,255,255,0.175); + height: 4rem; + line-height: 4rem; + margin: -4rem auto 0 auto; + overflow: hidden; + padding: 0 2rem 0 0; + position: relative; + width: calc(100% - #{_size(padding) * 2}); + max-width: _size(wrapper); + z-index: 2; + + ul { + &.links { + @include vendor('display', 'flex'); + @include vendor('flex-grow', '1'); + @include vendor('flex-shrink', '1'); + font-family: _font(family-heading); + font-weight: _font(weight-heading); + letter-spacing: 0.075em; + list-style: none; + margin-bottom: 0; + padding-left: 0; + text-transform: uppercase; + + li { + display: block; + padding-left: 0; + + a { + @include vendor('transition', ( + 'background-color #{_duration(transition)} ease-in-out', + 'color #{_duration(transition)} ease-in-out' + )); + display: block; + font-size: 0.8rem; + outline: none; + padding: 0 2rem; + + &:hover { + color: inherit !important; + background-color: transparentize(_palette(invert, fg), 0.9); + } + } + + &.active { + background-color: _palette(invert, fg); + + a { + color: _palette(invert, bg); + + &:hover { + color: _palette(invert, accent) !important; + } + } + } + } + } + + &.icons { + @include vendor('flex-grow', '0'); + @include vendor('flex-shrink', '0'); + margin-bottom: 0; + } + } + + @include breakpoint('<=medium') { + display: none; + } + } \ No newline at end of file diff --git a/assets/sass/layout/_navPanel.scss b/assets/sass/layout/_navPanel.scss new file mode 100644 index 0000000..d476ae2 --- /dev/null +++ b/assets/sass/layout/_navPanel.scss @@ -0,0 +1,153 @@ +/// +/// Massively by HTML5 UP +/// html5up.net | @ajlkn +/// Free for personal and commercial use under the CCA 3.0 license (html5up.net/license) +/// + +/* Nav Panel */ + + #navPanelToggle { + @include icon(false, solid); + @include vendor('transition', ( + 'color #{_duration(transition)} ease-in-out', + 'background-color #{_duration(transition)} ease-in-out', + 'box-shadow #{_duration(transition)} ease-in-out' + )); + display: none; + position: fixed; + top: 0.75rem; + right: 0.75rem; + border: 0; + color: _palette(invert, fg-bold); + font-family: _font(family-heading); + font-size: 0.9rem; + font-weight: _font(weight-heading); + letter-spacing: 0.075em; + padding: 0.375rem 1.25rem; + text-transform: uppercase; + z-index: _misc(z-index-base) + 1; + + &:before { + content: '\f0c9'; + margin-right: 0.5rem; + } + + &.alt { + background-color: transparentize(_palette(bg), 0.125); + box-shadow: 0 0.125rem 0.75rem 0 transparentize(_palette(invert, bg), 0.75); + color: _palette(fg-bold); + + &:hover { + background-color: _palette(bg); + } + } + + @include breakpoint('<=medium') { + display: block; + } + + @include breakpoint('<=small') { + font-size: 0.8rem; + padding: 0.25rem 1rem; + } + } + + #navPanel { + @include vendor('transform', 'translateX(20rem)'); + @include vendor('transition', ('transform #{_duration(menu)} ease', 'box-shadow #{_duration(menu)} ease', 'visibility #{_duration(menu)}')); + display: none; + -webkit-overflow-scrolling: touch; + background: _palette(bg); + box-shadow: none; + color: _palette(fg-bold); + height: 100%; + max-width: 80%; + overflow-y: auto; + padding: 3rem 2rem; + position: fixed; + right: 0; + top: 0; + visibility: hidden; + width: 20rem; + z-index: _misc(z-index-base) + 2; + + .links { + list-style: none; + padding-left: 0; + + li { + border-top: solid 2px _palette(border); + + a { + border-bottom: 0; + display: block; + font-family: _font(family-heading); + font-size: 0.9rem; + font-size: 0.9rem; + font-weight: _font(weight-heading); + letter-spacing: 0.075em; + padding: 0.75rem 0; + text-transform: uppercase; + } + + &:first-child { + border-top: 0; + } + } + } + + .close { + @include icon(false, solid); + @include vendor('transition', 'color #{_duration(transition)} ease-in-out'); + -webkit-tap-highlight-color: rgba(0,0,0,0); + border: 0; + color: _palette(fg-light); + cursor: pointer; + display: block; + height: 3.25rem; + line-height: 3.25rem; + padding-right: 1.25rem; + position: absolute; + right: 0; + text-align: right; + top: 0; + vertical-align: middle; + width: 7rem; + + &:before { + content: '\f00d'; + font-size: 1.25rem; + } + + &:hover { + color: _palette(fg-bold); + } + + @include breakpoint('<=small') { + height: 4rem; + line-height: 4rem; + } + } + + @include breakpoint('<=medium') { + display: block; + } + + @include breakpoint('<=small') { + padding: 2.5rem 1.75rem; + } + } + + @include breakpoint('<=medium') { + body.is-navPanel-visible { + #wrapper { + opacity: 0.5; + } + + #navPanel { + @include vendor('transform', 'translateX(0)'); + box-shadow: 0 0 1.5rem 0 rgba(0,0,0,0.2); + visibility: visible; + } + } + } \ No newline at end of file diff --git a/assets/sass/layout/_wrapper.scss b/assets/sass/layout/_wrapper.scss new file mode 100644 index 0000000..7b1bd55 --- /dev/null +++ b/assets/sass/layout/_wrapper.scss @@ -0,0 +1,64 @@ +/// +/// Massively by HTML5 UP +/// html5up.net | @ajlkn +/// Free for personal and commercial use under the CCA 3.0 license (html5up.net/license) +/// + +/* Wrapper */ + + #wrapper { + @include vendor('transition', 'opacity #{_duration(menu)} ease'); + position: relative; + z-index: 1; + overflow: hidden; + + > .bg { + position: absolute; + top: 0; + left: 0; + width: 100%; + height: 100%; + background-color: _palette(wrapper-bg); + background-image: url('../../images/overlay.png'), linear-gradient(0deg, rgba(0,0,0,0.1), rgba(0,0,0,0.1)), url('../../images/bg.jpg'); + background-size: auto, auto, 100% auto; + background-position: center, center, top center; + background-repeat: repeat, no-repeat, no-repeat; + background-attachment: scroll, scroll, scroll; + z-index: -1; + + &.fixed { + position: fixed; + width: 100vw; + height: 100vh; + } + } + + &.fade-in { + &:before { + @include vendor('pointer-events', 'none'); + @include vendor('transition', 'opacity 1s ease-in-out'); + @include vendor('transition-delay', '0.75s'); + background: _palette(invert, bg); + content: ''; + display: block; + height: 100%; + left: 0; + opacity: 0; + position: fixed; + top: 0; + width: 100%; + } + + body.is-preload & { + &:before { + opacity: 1; + } + } + } + + @include orientation(portrait) { + > .bg { + background-size: auto, auto, auto 175%; + } + } + } \ No newline at end of file diff --git a/assets/sass/libs/_breakpoints.scss b/assets/sass/libs/_breakpoints.scss new file mode 100644 index 0000000..c5301d8 --- /dev/null +++ b/assets/sass/libs/_breakpoints.scss @@ -0,0 +1,223 @@ +// breakpoints.scss v1.0 | @ajlkn | MIT licensed */ + +// Vars. + + /// Breakpoints. + /// @var {list} + $breakpoints: () !global; + +// Mixins. + + /// Sets breakpoints. + /// @param {map} $x Breakpoints. + @mixin breakpoints($x: ()) { + $breakpoints: $x !global; + } + + /// Wraps @content in a @media block targeting a specific orientation. + /// @param {string} $orientation Orientation. + @mixin orientation($orientation) { + @media screen and (orientation: #{$orientation}) { + @content; + } + } + + /// Wraps @content in a @media block using a given query. + /// @param {string} $query Query. + @mixin breakpoint($query: null) { + + $breakpoint: null; + $op: null; + $media: null; + + // Determine operator, breakpoint. + + // Greater than or equal. + @if (str-slice($query, 0, 2) == '>=') { + + $op: 'gte'; + $breakpoint: str-slice($query, 3); + + } + + // Less than or equal. + @elseif (str-slice($query, 0, 2) == '<=') { + + $op: 'lte'; + $breakpoint: str-slice($query, 3); + + } + + // Greater than. + @elseif (str-slice($query, 0, 1) == '>') { + + $op: 'gt'; + $breakpoint: str-slice($query, 2); + + } + + // Less than. + @elseif (str-slice($query, 0, 1) == '<') { + + $op: 'lt'; + $breakpoint: str-slice($query, 2); + + } + + // Not. + @elseif (str-slice($query, 0, 1) == '!') { + + $op: 'not'; + $breakpoint: str-slice($query, 2); + + } + + // Equal. + @else { + + $op: 'eq'; + $breakpoint: $query; + + } + + // Build media. + @if ($breakpoint and map-has-key($breakpoints, $breakpoint)) { + + $a: map-get($breakpoints, $breakpoint); + + // Range. + @if (type-of($a) == 'list') { + + $x: nth($a, 1); + $y: nth($a, 2); + + // Max only. + @if ($x == null) { + + // Greater than or equal (>= 0 / anything) + @if ($op == 'gte') { + $media: 'screen'; + } + + // Less than or equal (<= y) + @elseif ($op == 'lte') { + $media: 'screen and (max-width: ' + $y + ')'; + } + + // Greater than (> y) + @elseif ($op == 'gt') { + $media: 'screen and (min-width: ' + ($y + 1) + ')'; + } + + // Less than (< 0 / invalid) + @elseif ($op == 'lt') { + $media: 'screen and (max-width: -1px)'; + } + + // Not (> y) + @elseif ($op == 'not') { + $media: 'screen and (min-width: ' + ($y + 1) + ')'; + } + + // Equal (<= y) + @else { + $media: 'screen and (max-width: ' + $y + ')'; + } + + } + + // Min only. + @else if ($y == null) { + + // Greater than or equal (>= x) + @if ($op == 'gte') { + $media: 'screen and (min-width: ' + $x + ')'; + } + + // Less than or equal (<= inf / anything) + @elseif ($op == 'lte') { + $media: 'screen'; + } + + // Greater than (> inf / invalid) + @elseif ($op == 'gt') { + $media: 'screen and (max-width: -1px)'; + } + + // Less than (< x) + @elseif ($op == 'lt') { + $media: 'screen and (max-width: ' + ($x - 1) + ')'; + } + + // Not (< x) + @elseif ($op == 'not') { + $media: 'screen and (max-width: ' + ($x - 1) + ')'; + } + + // Equal (>= x) + @else { + $media: 'screen and (min-width: ' + $x + ')'; + } + + } + + // Min and max. + @else { + + // Greater than or equal (>= x) + @if ($op == 'gte') { + $media: 'screen and (min-width: ' + $x + ')'; + } + + // Less than or equal (<= y) + @elseif ($op == 'lte') { + $media: 'screen and (max-width: ' + $y + ')'; + } + + // Greater than (> y) + @elseif ($op == 'gt') { + $media: 'screen and (min-width: ' + ($y + 1) + ')'; + } + + // Less than (< x) + @elseif ($op == 'lt') { + $media: 'screen and (max-width: ' + ($x - 1) + ')'; + } + + // Not (< x and > y) + @elseif ($op == 'not') { + $media: 'screen and (max-width: ' + ($x - 1) + '), screen and (min-width: ' + ($y + 1) + ')'; + } + + // Equal (>= x and <= y) + @else { + $media: 'screen and (min-width: ' + $x + ') and (max-width: ' + $y + ')'; + } + + } + + } + + // String. + @else { + + // Missing a media type? Prefix with "screen". + @if (str-slice($a, 0, 1) == '(') { + $media: 'screen and ' + $a; + } + + // Otherwise, use as-is. + @else { + $media: $a; + } + + } + + } + + // Output. + @media #{$media} { + @content; + } + + } \ No newline at end of file diff --git a/assets/sass/libs/_fixed-grid.scss b/assets/sass/libs/_fixed-grid.scss new file mode 100644 index 0000000..99bfe36 --- /dev/null +++ b/assets/sass/libs/_fixed-grid.scss @@ -0,0 +1,338 @@ +// fixed-grid.scss v1.0 | @ajlkn | MIT licensed */ + +// Mixins. + + /// Initializes base fixed-grid classes. + /// @param {string} $vertical-align Vertical alignment of cells. + /// @param {string} $horizontal-align Horizontal alignment of cells. + @mixin fixed-grid-base($vertical-align: null, $horizontal-align: null) { + + // Grid. + @include vendor('display', 'flex'); + @include vendor('flex-wrap', 'wrap'); + + // Vertical alignment. + @if ($vertical-align == top) { + @include vendor('align-items', 'flex-start'); + } + @else if ($vertical-align == bottom) { + @include vendor('align-items', 'flex-end'); + } + @else if ($vertical-align == center) { + @include vendor('align-items', 'center'); + } + @else { + @include vendor('align-items', 'stretch'); + } + + // Horizontal alignment. + @if ($horizontal-align != null) { + text-align: $horizontal-align; + } + + // Cells. + > * { + @include vendor('flex-shrink', '1'); + @include vendor('flex-grow', '0'); + } + + } + + /// Sets up fixed-grid columns. + /// @param {integer} $columns Columns. + @mixin fixed-grid-columns($columns) { + + > * { + $cell-width: 100% / $columns; + width: #{$cell-width}; + } + + } + + /// Sets up fixed-grid gutters. + /// @param {integer} $columns Columns. + /// @param {number} $gutters Gutters. + @mixin fixed-grid-gutters($columns, $gutters) { + + // Apply padding. + > * { + $cell-width: 100% / $columns; + + padding: ($gutters * 0.5); + width: $cell-width; + } + + } + + /// Sets up fixed-grid gutters (flush). + /// @param {integer} $columns Columns. + /// @param {number} $gutters Gutters. + @mixin fixed-grid-gutters-flush($columns, $gutters) { + + // Apply padding. + > * { + $cell-width: 100% / $columns; + $cell-width-pad: $gutters / $columns; + + padding: ($gutters * 0.5); + width: calc(#{$cell-width} + #{$cell-width-pad}); + } + + // Clear top/bottom gutters. + > :nth-child(-n + #{$columns}) { + padding-top: 0; + } + + > :nth-last-child(-n + #{$columns}) { + padding-bottom: 0; + } + + // Clear left/right gutters. + > :nth-child(#{$columns}n + 1) { + padding-left: 0; + } + + > :nth-child(#{$columns}n) { + padding-right: 0; + } + + // Adjust widths of leftmost and rightmost cells. + > :nth-child(#{$columns}n + 1), + > :nth-child(#{$columns}n) { + $cell-width: 100% / $columns; + $cell-width-pad: ($gutters / $columns) - ($gutters / 2); + + width: calc(#{$cell-width} + #{$cell-width-pad}); + } + + } + + /// Reset fixed-grid gutters (flush only). + /// Used to override a previous set of fixed-grid gutter classes. + /// @param {integer} $columns Columns. + /// @param {number} $gutters Gutters. + /// @param {integer} $prev-columns Previous columns. + @mixin fixed-grid-gutters-flush-reset($columns, $gutters, $prev-columns) { + + // Apply padding. + > * { + $cell-width: 100% / $prev-columns; + $cell-width-pad: $gutters / $prev-columns; + + padding: ($gutters * 0.5); + width: calc(#{$cell-width} + #{$cell-width-pad}); + } + + // Clear top/bottom gutters. + > :nth-child(-n + #{$prev-columns}) { + padding-top: ($gutters * 0.5); + } + + > :nth-last-child(-n + #{$prev-columns}) { + padding-bottom: ($gutters * 0.5); + } + + // Clear left/right gutters. + > :nth-child(#{$prev-columns}n + 1) { + padding-left: ($gutters * 0.5); + } + + > :nth-child(#{$prev-columns}n) { + padding-right: ($gutters * 0.5); + } + + // Adjust widths of leftmost and rightmost cells. + > :nth-child(#{$prev-columns}n + 1), + > :nth-child(#{$prev-columns}n) { + $cell-width: 100% / $columns; + $cell-width-pad: $gutters / $columns; + + padding: ($gutters * 0.5); + width: calc(#{$cell-width} + #{$cell-width-pad}); + } + + } + + /// Adds debug styles to current fixed-grid element. + @mixin fixed-grid-debug() { + + box-shadow: 0 0 0 1px red; + + > * { + box-shadow: inset 0 0 0 1px blue; + position: relative; + + > * { + position: relative; + box-shadow: inset 0 0 0 1px green; + } + } + + } + + /// Initializes the current element as a fixed grid. + /// @param {integer} $columns Columns (optional). + /// @param {number} $gutters Gutters (optional). + /// @param {bool} $flush If true, clears padding around the very edge of the grid. + @mixin fixed-grid($settings: ()) { + + // Settings. + + // Debug. + $debug: false; + + @if (map-has-key($settings, 'debug')) { + $debug: map-get($settings, 'debug'); + } + + // Vertical align. + $vertical-align: null; + + @if (map-has-key($settings, 'vertical-align')) { + $vertical-align: map-get($settings, 'vertical-align'); + } + + // Horizontal align. + $horizontal-align: null; + + @if (map-has-key($settings, 'horizontal-align')) { + $horizontal-align: map-get($settings, 'horizontal-align'); + } + + // Columns. + $columns: null; + + @if (map-has-key($settings, 'columns')) { + $columns: map-get($settings, 'columns'); + } + + // Gutters. + $gutters: 0; + + @if (map-has-key($settings, 'gutters')) { + $gutters: map-get($settings, 'gutters'); + } + + // Flush. + $flush: true; + + @if (map-has-key($settings, 'flush')) { + $flush: map-get($settings, 'flush'); + } + + // Initialize base grid. + @include fixed-grid-base($vertical-align, $horizontal-align); + + // Debug? + @if ($debug) { + @include fixed-grid-debug; + } + + // Columns specified? + @if ($columns != null) { + + // Initialize columns. + @include fixed-grid-columns($columns); + + // Gutters specified? + @if ($gutters > 0) { + + // Flush gutters? + @if ($flush) { + + // Initialize gutters (flush). + @include fixed-grid-gutters-flush($columns, $gutters); + + } + + // Otherwise ... + @else { + + // Initialize gutters. + @include fixed-grid-gutters($columns, $gutters); + + } + + } + + } + + } + + /// Resizes a previously-initialized grid. + /// @param {integer} $columns Columns. + /// @param {number} $gutters Gutters (optional). + /// @param {list} $reset A list of previously-initialized grid columns (only if $flush is true). + /// @param {bool} $flush If true, clears padding around the very edge of the grid. + @mixin fixed-grid-resize($settings: ()) { + + // Settings. + + // Columns. + $columns: 1; + + @if (map-has-key($settings, 'columns')) { + $columns: map-get($settings, 'columns'); + } + + // Gutters. + $gutters: 0; + + @if (map-has-key($settings, 'gutters')) { + $gutters: map-get($settings, 'gutters'); + } + + // Previous columns. + $prev-columns: false; + + @if (map-has-key($settings, 'prev-columns')) { + $prev-columns: map-get($settings, 'prev-columns'); + } + + // Flush. + $flush: true; + + @if (map-has-key($settings, 'flush')) { + $flush: map-get($settings, 'flush'); + } + + // Resize columns. + @include fixed-grid-columns($columns); + + // Gutters specified? + @if ($gutters > 0) { + + // Flush gutters? + @if ($flush) { + + // Previous columns specified? + @if ($prev-columns) { + + // Convert to list if it isn't one already. + @if (type-of($prev-columns) != list) { + $prev-columns: ($prev-columns); + } + + // Step through list of previous columns and reset them. + @each $x in $prev-columns { + @include fixed-grid-gutters-flush-reset($columns, $gutters, $x); + } + + } + + // Resize gutters (flush). + @include fixed-grid-gutters-flush($columns, $gutters); + + } + + // Otherwise ... + @else { + + // Resize gutters. + @include fixed-grid-gutters($columns, $gutters); + + } + + } + + } \ No newline at end of file diff --git a/assets/sass/libs/_functions.scss b/assets/sass/libs/_functions.scss new file mode 100644 index 0000000..f563aab --- /dev/null +++ b/assets/sass/libs/_functions.scss @@ -0,0 +1,90 @@ +/// Removes a specific item from a list. +/// @author Hugo Giraudel +/// @param {list} $list List. +/// @param {integer} $index Index. +/// @return {list} Updated list. +@function remove-nth($list, $index) { + + $result: null; + + @if type-of($index) != number { + @warn "$index: #{quote($index)} is not a number for `remove-nth`."; + } + @else if $index == 0 { + @warn "List index 0 must be a non-zero integer for `remove-nth`."; + } + @else if abs($index) > length($list) { + @warn "List index is #{$index} but list is only #{length($list)} item long for `remove-nth`."; + } + @else { + + $result: (); + $index: if($index < 0, length($list) + $index + 1, $index); + + @for $i from 1 through length($list) { + + @if $i != $index { + $result: append($result, nth($list, $i)); + } + + } + + } + + @return $result; + +} + +/// Gets a value from a map. +/// @author Hugo Giraudel +/// @param {map} $map Map. +/// @param {string} $keys Key(s). +/// @return {string} Value. +@function val($map, $keys...) { + + @if nth($keys, 1) == null { + $keys: remove-nth($keys, 1); + } + + @each $key in $keys { + $map: map-get($map, $key); + } + + @return $map; + +} + +/// Gets a duration value. +/// @param {string} $keys Key(s). +/// @return {string} Value. +@function _duration($keys...) { + @return val($duration, $keys...); +} + +/// Gets a font value. +/// @param {string} $keys Key(s). +/// @return {string} Value. +@function _font($keys...) { + @return val($font, $keys...); +} + +/// Gets a misc value. +/// @param {string} $keys Key(s). +/// @return {string} Value. +@function _misc($keys...) { + @return val($misc, $keys...); +} + +/// Gets a palette value. +/// @param {string} $keys Key(s). +/// @return {string} Value. +@function _palette($keys...) { + @return val($palette, $keys...); +} + +/// Gets a size value. +/// @param {string} $keys Key(s). +/// @return {string} Value. +@function _size($keys...) { + @return val($size, $keys...); +} \ No newline at end of file diff --git a/assets/sass/libs/_html-grid.scss b/assets/sass/libs/_html-grid.scss new file mode 100644 index 0000000..7438a8c --- /dev/null +++ b/assets/sass/libs/_html-grid.scss @@ -0,0 +1,149 @@ +// html-grid.scss v1.0 | @ajlkn | MIT licensed */ + +// Mixins. + + /// Initializes the current element as an HTML grid. + /// @param {mixed} $gutters Gutters (either a single number to set both column/row gutters, or a list to set them individually). + /// @param {mixed} $suffix Column class suffix (optional; either a single suffix or a list). + @mixin html-grid($gutters: 1.5em, $suffix: '') { + + // Initialize. + $cols: 12; + $multipliers: 0, 0.25, 0.5, 1, 1.50, 2.00; + $unit: 100% / $cols; + + // Suffixes. + $suffixes: null; + + @if (type-of($suffix) == 'list') { + $suffixes: $suffix; + } + @else { + $suffixes: ($suffix); + } + + // Gutters. + $guttersCols: null; + $guttersRows: null; + + @if (type-of($gutters) == 'list') { + + $guttersCols: nth($gutters, 1); + $guttersRows: nth($gutters, 2); + + } + @else { + + $guttersCols: $gutters; + $guttersRows: 0; + + } + + // Row. + display: flex; + flex-wrap: wrap; + box-sizing: border-box; + align-items: stretch; + + // Columns. + > * { + box-sizing: border-box; + } + + // Gutters. + &.gtr-uniform { + > * { + > :last-child { + margin-bottom: 0; + } + } + } + + // Alignment. + &.aln-left { + justify-content: flex-start; + } + + &.aln-center { + justify-content: center; + } + + &.aln-right { + justify-content: flex-end; + } + + &.aln-top { + align-items: flex-start; + } + + &.aln-middle { + align-items: center; + } + + &.aln-bottom { + align-items: flex-end; + } + + // Step through suffixes. + @each $suffix in $suffixes { + + // Suffix. + @if ($suffix != '') { + $suffix: '-' + $suffix; + } + @else { + $suffix: ''; + } + + // Row. + + // Important. + > .imp#{$suffix} { + order: -1; + } + + // Columns, offsets. + @for $i from 1 through $cols { + > .col-#{$i}#{$suffix} { + width: $unit * $i; + } + + > .off-#{$i}#{$suffix} { + margin-left: $unit * $i; + } + } + + // Step through multipliers. + @each $multiplier in $multipliers { + + // Gutters. + $class: null; + + @if ($multiplier != 1) { + $class: '.gtr-' + ($multiplier * 100); + } + + &#{$class} { + margin-top: ($guttersRows * $multiplier * -1); + margin-left: ($guttersCols * $multiplier * -1); + + > * { + padding: ($guttersRows * $multiplier) 0 0 ($guttersCols * $multiplier); + } + + // Uniform. + &.gtr-uniform { + margin-top: $guttersCols * $multiplier * -1; + + > * { + padding-top: $guttersCols * $multiplier; + } + } + + } + + } + + } + + } \ No newline at end of file diff --git a/assets/sass/libs/_mixins.scss b/assets/sass/libs/_mixins.scss new file mode 100644 index 0000000..a331483 --- /dev/null +++ b/assets/sass/libs/_mixins.scss @@ -0,0 +1,78 @@ +/// Makes an element's :before pseudoelement a FontAwesome icon. +/// @param {string} $content Optional content value to use. +/// @param {string} $category Optional category to use. +/// @param {string} $where Optional pseudoelement to target (before or after). +@mixin icon($content: false, $category: regular, $where: before) { + + text-decoration: none; + + &:#{$where} { + + @if $content { + content: $content; + } + + -moz-osx-font-smoothing: grayscale; + -webkit-font-smoothing: antialiased; + display: inline-block; + font-style: normal; + font-variant: normal; + text-rendering: auto; + line-height: 1; + text-transform: none !important; + + @if ($category == brands) { + font-family: 'Font Awesome 5 Brands'; + } + @elseif ($category == solid) { + font-family: 'Font Awesome 5 Free'; + font-weight: 900; + } + @else { + font-family: 'Font Awesome 5 Free'; + font-weight: 400; + } + + } + +} + +/// Applies padding to an element, taking the current element-margin value into account. +/// @param {mixed} $tb Top/bottom padding. +/// @param {mixed} $lr Left/right padding. +/// @param {list} $pad Optional extra padding (in the following order top, right, bottom, left) +/// @param {bool} $important If true, adds !important. +@mixin padding($tb, $lr, $pad: (0,0,0,0), $important: null) { + + @if $important { + $important: '!important'; + } + + $x: 0.1em; + + @if unit(_size(element-margin)) == 'rem' { + $x: 0.1rem; + } + + padding: ($tb + nth($pad,1)) ($lr + nth($pad,2)) max($x, $tb - _size(element-margin) + nth($pad,3)) ($lr + nth($pad,4)) #{$important}; + +} + +/// Encodes a SVG data URL so IE doesn't choke (via codepen.io/jakob-e/pen/YXXBrp). +/// @param {string} $svg SVG data URL. +/// @return {string} Encoded SVG data URL. +@function svg-url($svg) { + + $svg: str-replace($svg, '"', '\''); + $svg: str-replace($svg, '%', '%25'); + $svg: str-replace($svg, '<', '%3C'); + $svg: str-replace($svg, '>', '%3E'); + $svg: str-replace($svg, '&', '%26'); + $svg: str-replace($svg, '#', '%23'); + $svg: str-replace($svg, '{', '%7B'); + $svg: str-replace($svg, '}', '%7D'); + $svg: str-replace($svg, ';', '%3B'); + + @return url("data:image/svg+xml;charset=utf8,#{$svg}"); + +} \ No newline at end of file diff --git a/assets/sass/libs/_vars.scss b/assets/sass/libs/_vars.scss new file mode 100644 index 0000000..9347e2c --- /dev/null +++ b/assets/sass/libs/_vars.scss @@ -0,0 +1,62 @@ +// Misc. + $misc: ( + z-index-base: 10000 + ); + +// Duration. + $duration: ( + menu: 0.5s, + transition: 0.2s + ); + +// Size. + $size: ( + element-height: 3rem, + element-margin: 2rem, + padding: 2rem, + wrapper: 72rem + ); + +// Font. + $font: ( + family: ('Merriweather', Georgia, serif), + family-heading: ('Source Sans Pro', Helvetica, sans-serif), + family-fixed: ('Courier New', monospace), + weight: 300, + weight-bold: 600, + weight-heading: 900 + ); + +// Palette. + $palette: ( + wrapper-bg: #212931, + + bg: #ffffff, + fg: #212931, + fg-bold: #212931, + fg-light: mix(#212931, #ffffff, 50%), + border: mix(#dcdcdc, #ffffff, 50%), + border-bg: rgba(#dcdcdc, 0.25), + accent: #18bfef, + + alt: ( + bg: #f5f5f5, + fg: #717981, + fg-bold: #717981, + fg-light: mix(#717981, #f5f5f5, 50%), + border: mix(#dcdcdc, #f5f5f5, 75%), + border-bg: rgba(#dcdcdc, 0.5), + accent: #18bfef, + ), + + invert: ( + bg: #1e252d, + bg-alt: #1e252d, + fg: #ffffff, + fg-bold: #ffffff, + fg-light: rgba(#ffffff, 0.5), + border: #ffffff, + border-bg: rgba(#ffffff,0.075), + accent: #18bfef, + ), + ); \ No newline at end of file diff --git a/assets/sass/libs/_vendor.scss b/assets/sass/libs/_vendor.scss new file mode 100644 index 0000000..6599a3f --- /dev/null +++ b/assets/sass/libs/_vendor.scss @@ -0,0 +1,376 @@ +// vendor.scss v1.0 | @ajlkn | MIT licensed */ + +// Vars. + + /// Vendor prefixes. + /// @var {list} + $vendor-prefixes: ( + '-moz-', + '-webkit-', + '-ms-', + '' + ); + + /// Properties that should be vendorized. + /// Data via caniuse.com, github.com/postcss/autoprefixer, and developer.mozilla.org + /// @var {list} + $vendor-properties: ( + + // Animation. + 'animation', + 'animation-delay', + 'animation-direction', + 'animation-duration', + 'animation-fill-mode', + 'animation-iteration-count', + 'animation-name', + 'animation-play-state', + 'animation-timing-function', + + // Appearance. + 'appearance', + + // Backdrop filter. + 'backdrop-filter', + + // Background image options. + 'background-clip', + 'background-origin', + 'background-size', + + // Box sizing. + 'box-sizing', + + // Clip path. + 'clip-path', + + // Filter effects. + 'filter', + + // Flexbox. + 'align-content', + 'align-items', + 'align-self', + 'flex', + 'flex-basis', + 'flex-direction', + 'flex-flow', + 'flex-grow', + 'flex-shrink', + 'flex-wrap', + 'justify-content', + 'order', + + // Font feature. + 'font-feature-settings', + 'font-language-override', + 'font-variant-ligatures', + + // Font kerning. + 'font-kerning', + + // Fragmented borders and backgrounds. + 'box-decoration-break', + + // Grid layout. + 'grid-column', + 'grid-column-align', + 'grid-column-end', + 'grid-column-start', + 'grid-row', + 'grid-row-align', + 'grid-row-end', + 'grid-row-start', + 'grid-template-columns', + 'grid-template-rows', + + // Hyphens. + 'hyphens', + 'word-break', + + // Masks. + 'mask', + 'mask-border', + 'mask-border-outset', + 'mask-border-repeat', + 'mask-border-slice', + 'mask-border-source', + 'mask-border-width', + 'mask-clip', + 'mask-composite', + 'mask-image', + 'mask-origin', + 'mask-position', + 'mask-repeat', + 'mask-size', + + // Multicolumn. + 'break-after', + 'break-before', + 'break-inside', + 'column-count', + 'column-fill', + 'column-gap', + 'column-rule', + 'column-rule-color', + 'column-rule-style', + 'column-rule-width', + 'column-span', + 'column-width', + 'columns', + + // Object fit. + 'object-fit', + 'object-position', + + // Regions. + 'flow-from', + 'flow-into', + 'region-fragment', + + // Scroll snap points. + 'scroll-snap-coordinate', + 'scroll-snap-destination', + 'scroll-snap-points-x', + 'scroll-snap-points-y', + 'scroll-snap-type', + + // Shapes. + 'shape-image-threshold', + 'shape-margin', + 'shape-outside', + + // Tab size. + 'tab-size', + + // Text align last. + 'text-align-last', + + // Text decoration. + 'text-decoration-color', + 'text-decoration-line', + 'text-decoration-skip', + 'text-decoration-style', + + // Text emphasis. + 'text-emphasis', + 'text-emphasis-color', + 'text-emphasis-position', + 'text-emphasis-style', + + // Text size adjust. + 'text-size-adjust', + + // Text spacing. + 'text-spacing', + + // Transform. + 'transform', + 'transform-origin', + + // Transform 3D. + 'backface-visibility', + 'perspective', + 'perspective-origin', + 'transform-style', + + // Transition. + 'transition', + 'transition-delay', + 'transition-duration', + 'transition-property', + 'transition-timing-function', + + // Unicode bidi. + 'unicode-bidi', + + // User select. + 'user-select', + + // Writing mode. + 'writing-mode', + + ); + + /// Values that should be vendorized. + /// Data via caniuse.com, github.com/postcss/autoprefixer, and developer.mozilla.org + /// @var {list} + $vendor-values: ( + + // Cross fade. + 'cross-fade', + + // Element function. + 'element', + + // Filter function. + 'filter', + + // Flexbox. + 'flex', + 'inline-flex', + + // Grab cursors. + 'grab', + 'grabbing', + + // Gradients. + 'linear-gradient', + 'repeating-linear-gradient', + 'radial-gradient', + 'repeating-radial-gradient', + + // Grid layout. + 'grid', + 'inline-grid', + + // Image set. + 'image-set', + + // Intrinsic width. + 'max-content', + 'min-content', + 'fit-content', + 'fill', + 'fill-available', + 'stretch', + + // Sticky position. + 'sticky', + + // Transform. + 'transform', + + // Zoom cursors. + 'zoom-in', + 'zoom-out', + + ); + +// Functions. + + /// Removes a specific item from a list. + /// @author Hugo Giraudel + /// @param {list} $list List. + /// @param {integer} $index Index. + /// @return {list} Updated list. + @function remove-nth($list, $index) { + + $result: null; + + @if type-of($index) != number { + @warn "$index: #{quote($index)} is not a number for `remove-nth`."; + } + @else if $index == 0 { + @warn "List index 0 must be a non-zero integer for `remove-nth`."; + } + @else if abs($index) > length($list) { + @warn "List index is #{$index} but list is only #{length($list)} item long for `remove-nth`."; + } + @else { + + $result: (); + $index: if($index < 0, length($list) + $index + 1, $index); + + @for $i from 1 through length($list) { + + @if $i != $index { + $result: append($result, nth($list, $i)); + } + + } + + } + + @return $result; + + } + + /// Replaces a substring within another string. + /// @author Hugo Giraudel + /// @param {string} $string String. + /// @param {string} $search Substring. + /// @param {string} $replace Replacement. + /// @return {string} Updated string. + @function str-replace($string, $search, $replace: '') { + + $index: str-index($string, $search); + + @if $index { + @return str-slice($string, 1, $index - 1) + $replace + str-replace(str-slice($string, $index + str-length($search)), $search, $replace); + } + + @return $string; + + } + + /// Replaces a substring within each string in a list. + /// @param {list} $strings List of strings. + /// @param {string} $search Substring. + /// @param {string} $replace Replacement. + /// @return {list} Updated list of strings. + @function str-replace-all($strings, $search, $replace: '') { + + @each $string in $strings { + $strings: set-nth($strings, index($strings, $string), str-replace($string, $search, $replace)); + } + + @return $strings; + + } + +// Mixins. + + /// Wraps @content in vendorized keyframe blocks. + /// @param {string} $name Name. + @mixin keyframes($name) { + + @-moz-keyframes #{$name} { @content; } + @-webkit-keyframes #{$name} { @content; } + @-ms-keyframes #{$name} { @content; } + @keyframes #{$name} { @content; } + + } + + /// Vendorizes a declaration's property and/or value(s). + /// @param {string} $property Property. + /// @param {mixed} $value String/list of value(s). + @mixin vendor($property, $value) { + + // Determine if property should expand. + $expandProperty: index($vendor-properties, $property); + + // Determine if value should expand (and if so, add '-prefix-' placeholder). + $expandValue: false; + + @each $x in $value { + @each $y in $vendor-values { + @if $y == str-slice($x, 1, str-length($y)) { + + $value: set-nth($value, index($value, $x), '-prefix-' + $x); + $expandValue: true; + + } + } + } + + // Expand property? + @if $expandProperty { + @each $vendor in $vendor-prefixes { + #{$vendor}#{$property}: #{str-replace-all($value, '-prefix-', $vendor)}; + } + } + + // Expand just the value? + @elseif $expandValue { + @each $vendor in $vendor-prefixes { + #{$property}: #{str-replace-all($value, '-prefix-', $vendor)}; + } + } + + // Neither? Treat them as a normal declaration. + @else { + #{$property}: #{$value}; + } + + } \ No newline at end of file diff --git a/assets/sass/main.scss b/assets/sass/main.scss new file mode 100644 index 0000000..58e1096 --- /dev/null +++ b/assets/sass/main.scss @@ -0,0 +1,71 @@ +@import 'libs/vars'; +@import 'libs/functions'; +@import 'libs/mixins'; +@import 'libs/vendor'; +@import 'libs/breakpoints'; +@import 'libs/html-grid'; +@import 'libs/fixed-grid'; +@import 'fontawesome-all.min.css'; +@import url('https://fonts.googleapis.com/css?family=Merriweather:300,700,300italic,700italic|Source+Sans+Pro:900'); + +/* + Massively by HTML5 UP + html5up.net | @ajlkn + Free for personal and commercial use under the CCA 3.0 license (html5up.net/license) +*/ + +// Breakpoints. + + @include breakpoints(( + default: (1681px, null ), + xlarge: (1281px, 1680px ), + large: (981px, 1280px ), + medium: (737px, 980px ), + small: (481px, 736px ), + xsmall: (361px, 480px ), + xxsmall: (null, 360px ) + )); + +// Mixins. + + @mixin color($p) { + @include color-typography($p); + @include color-box($p); + @include color-button($p); + @include color-form($p); + @include color-list($p); + @include color-section($p); + @include color-table($p); + @include color-pagination($p); + } + +// Base. + + @import 'base/reset'; + @import 'base/page'; + @import 'base/typography'; + +// Component. + + @import 'components/row'; + @import 'components/box'; + @import 'components/button'; + @import 'components/form'; + @import 'components/icon'; + @import 'components/image'; + @import 'components/actions'; + @import 'components/icons'; + @import 'components/list'; + @import 'components/section'; + @import 'components/table'; + @import 'components/pagination'; + +// Layout. + + @import 'layout/wrapper'; + @import 'layout/intro'; + @import 'layout/header'; + @import 'layout/nav'; + @import 'layout/main'; + @import 'layout/footer'; + @import 'layout/navPanel'; \ No newline at end of file diff --git a/assets/sass/noscript.scss b/assets/sass/noscript.scss new file mode 100644 index 0000000..90ce257 --- /dev/null +++ b/assets/sass/noscript.scss @@ -0,0 +1,46 @@ +@import 'libs/vars'; +@import 'libs/functions'; +@import 'libs/mixins'; +@import 'libs/vendor'; +@import 'libs/breakpoints'; +@import 'libs/html-grid'; +@import 'libs/fixed-grid'; +@import 'font-awesome.min.css'; + +/* + Massively by HTML5 UP + html5up.net | @ajlkn + Free for personal and commercial use under the CCA 3.0 license (html5up.net/license) +*/ + +/* Wrapper */ + + #wrapper { + background-color: _palette(wrapper-bg); + background-image: url('../../images/overlay.png'), linear-gradient(0deg, rgba(0,0,0,0.1), rgba(0,0,0,0.1)), url('../../images/bg.jpg'); + background-size: auto, auto, 100% auto; + background-position: center, center, top center; + background-repeat: repeat, no-repeat, no-repeat; + background-attachment: fixed, fixed, fixed; + + &.fade-in { + &:before { + display: none; + } + } + } + +/* Intro */ + + #intro { + body.is-preload & { + opacity: 1; + + &:not(.hidden) { + & + #header + #nav { + @include vendor('transform', 'none'); + opacity: 1; + } + } + } + } \ No newline at end of file diff --git a/assets/webfonts/fa-brands-400.eot b/assets/webfonts/fa-brands-400.eot new file mode 100644 index 0000000..e79f40f Binary files /dev/null and b/assets/webfonts/fa-brands-400.eot differ diff --git a/assets/webfonts/fa-brands-400.svg b/assets/webfonts/fa-brands-400.svg new file mode 100644 index 0000000..ba0d850 --- /dev/null +++ b/assets/webfonts/fa-brands-400.svg @@ -0,0 +1,3442 @@ + + + + + +Created by FontForge 20190112 at Tue Jun 4 15:16:44 2019 + By Robert Madole +Copyright (c) Font Awesome + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/assets/webfonts/fa-brands-400.ttf b/assets/webfonts/fa-brands-400.ttf new file mode 100644 index 0000000..217ffe9 Binary files /dev/null and b/assets/webfonts/fa-brands-400.ttf differ diff --git a/assets/webfonts/fa-brands-400.woff b/assets/webfonts/fa-brands-400.woff new file mode 100644 index 0000000..a2d8025 Binary files /dev/null and b/assets/webfonts/fa-brands-400.woff differ diff --git a/assets/webfonts/fa-brands-400.woff2 b/assets/webfonts/fa-brands-400.woff2 new file mode 100644 index 0000000..e27b0bf Binary files /dev/null and b/assets/webfonts/fa-brands-400.woff2 differ diff --git a/assets/webfonts/fa-regular-400.eot b/assets/webfonts/fa-regular-400.eot new file mode 100644 index 0000000..d62be2f Binary files /dev/null and b/assets/webfonts/fa-regular-400.eot differ diff --git a/assets/webfonts/fa-regular-400.svg b/assets/webfonts/fa-regular-400.svg new file mode 100644 index 0000000..751083e --- /dev/null +++ b/assets/webfonts/fa-regular-400.svg @@ -0,0 +1,803 @@ + + + + + +Created by FontForge 20190112 at Tue Jun 4 15:16:44 2019 + By Robert Madole +Copyright (c) Font Awesome + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/assets/webfonts/fa-regular-400.ttf b/assets/webfonts/fa-regular-400.ttf new file mode 100644 index 0000000..eb3cb5e Binary files /dev/null and b/assets/webfonts/fa-regular-400.ttf differ diff --git a/assets/webfonts/fa-regular-400.woff b/assets/webfonts/fa-regular-400.woff new file mode 100644 index 0000000..43b1a9a Binary files /dev/null and b/assets/webfonts/fa-regular-400.woff differ diff --git a/assets/webfonts/fa-regular-400.woff2 b/assets/webfonts/fa-regular-400.woff2 new file mode 100644 index 0000000..b9344a7 Binary files /dev/null and b/assets/webfonts/fa-regular-400.woff2 differ diff --git a/assets/webfonts/fa-solid-900.eot b/assets/webfonts/fa-solid-900.eot new file mode 100644 index 0000000..c77baa8 Binary files /dev/null and b/assets/webfonts/fa-solid-900.eot differ diff --git a/assets/webfonts/fa-solid-900.svg b/assets/webfonts/fa-solid-900.svg new file mode 100644 index 0000000..627128b --- /dev/null +++ b/assets/webfonts/fa-solid-900.svg @@ -0,0 +1,4649 @@ + + + + + +Created by FontForge 20190112 at Tue Jun 4 15:16:44 2019 + By Robert Madole +Copyright (c) Font Awesome + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/assets/webfonts/fa-solid-900.ttf b/assets/webfonts/fa-solid-900.ttf new file mode 100644 index 0000000..c6c3dd4 Binary files /dev/null and b/assets/webfonts/fa-solid-900.ttf differ diff --git a/assets/webfonts/fa-solid-900.woff b/assets/webfonts/fa-solid-900.woff new file mode 100644 index 0000000..77c1786 Binary files /dev/null and b/assets/webfonts/fa-solid-900.woff differ diff --git a/assets/webfonts/fa-solid-900.woff2 b/assets/webfonts/fa-solid-900.woff2 new file mode 100644 index 0000000..e30fb67 Binary files /dev/null and b/assets/webfonts/fa-solid-900.woff2 differ diff --git a/elements.html b/elements.html new file mode 100644 index 0000000..6c6b54c --- /dev/null +++ b/elements.html @@ -0,0 +1,498 @@ + + + + + Elements Reference - Massively by HTML5 UP + + + + + + + + +
+ + + + + + + + +
+ + +
+
+

Elements
+ Reference

+
+ + +

Text

+

This is bold and this is strong. This is italic and this is emphasized. + This is superscript text and this is subscript text. + This is underlined and this is code: for (;;) { ... }. + Finally, this is a link.

+
+

Heading Level 2

+

Heading Level 3

+

Heading Level 4

+
Heading Level 5
+
Heading Level 6
+
+
+

Heading with a Subtitle

+

Lorem ipsum dolor sit amet nullam id egestas urna aliquam

+
+

Nunc lacinia ante nunc ac lobortis. Interdum adipiscing gravida odio porttitor sem non mi integer non faucibus ornare mi ut ante amet placerat aliquet. Volutpat eu sed ante lacinia sapien lorem accumsan varius montes viverra nibh in adipiscing blandit tempus accumsan.

+
+

Heading with a Subtitle

+

Lorem ipsum dolor sit amet nullam id egestas urna aliquam

+
+

Nunc lacinia ante nunc ac lobortis. Interdum adipiscing gravida odio porttitor sem non mi integer non faucibus ornare mi ut ante amet placerat aliquet. Volutpat eu sed ante lacinia sapien lorem accumsan varius montes viverra nibh in adipiscing blandit tempus accumsan.

+
+

Heading with a Subtitle

+

Lorem ipsum dolor sit amet nullam id egestas urna aliquam

+
+

Nunc lacinia ante nunc ac lobortis. Interdum adipiscing gravida odio porttitor sem non mi integer non faucibus ornare mi ut ante amet placerat aliquet. Volutpat eu sed ante lacinia sapien lorem accumsan varius montes viverra nibh in adipiscing blandit tempus accumsan.

+ +
+ + +

Lists

+
+
+ +

Unordered

+
    +
  • Dolor pulvinar etiam.
    • +
  • Sagittis lorem eleifend.
    • +
  • Felis feugiat dolore viverra.
    • +
  • Dolor pulvinar etiam.
    • +
+ +

Alternate

+
    +
  • Dolor pulvinar etiam etiam.
    • +
  • Sagittis adipiscing eleifend.
    • +
  • Felis enim dolore viverra.
    • +
  • Dolor pulvinar etiam etiam.
    • +
+ +
+
+ +

Ordered

+
    +
  1. Dolor pulvinar etiam.
    2. +
  2. Etiam vel felis at viverra.
    3. +
  3. Felis enim feugiat magna.
    4. +
  4. Etiam vel felis nullam.
    5. +
  5. Felis enim et tempus.
    6. +
+ +

Icons

+ + + +
+
+

Definition

+
+
Item 1
+
+

Lorem ipsum dolor vestibulum ante ipsum primis in faucibus vestibulum. Blandit adipiscing eu felis iaculis volutpat ac adipiscing accumsan eu faucibus. Integer ac pellentesque praesent.

+
+
Item 2
+
+

Lorem ipsum dolor vestibulum ante ipsum primis in faucibus vestibulum. Blandit adipiscing eu felis iaculis volutpat ac adipiscing accumsan eu faucibus. Integer ac pellentesque praesent.

+
+
Item 3
+
+

Lorem ipsum dolor vestibulum ante ipsum primis in faucibus vestibulum. Blandit adipiscing eu felis iaculis volutpat ac adipiscing accumsan eu faucibus. Integer ac pellentesque praesent.

+
+
+ +

Actions

+ + +
+
+ +
+
+ +
+
+
+
+ +
+
+ +
+
+ +
+ + +

Blockquote

+
Fringilla nisl. Donec accumsan interdum nisi, quis tincidunt felis sagittis eget tempus euismod. Vestibulum ante ipsum primis in faucibus vestibulum. Blandit adipiscing eu felis iaculis volutpat ac adipiscing accumsan faucibus. Vestibulum ante ipsum primis in faucibus vestibulum. Blandit adipiscing eu felis.
+ +
+ + +

Table

+ +

Default

+
+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
NameDescriptionPrice
Item 1Ante turpis integer aliquet porttitor.29.99
Item 2Vis ac commodo adipiscing arcu aliquet.19.99
Item 3 Morbi faucibus arcu accumsan lorem.29.99
Item 4Vitae integer tempus condimentum.19.99
Item 5Ante turpis integer aliquet porttitor.29.99
100.00
+
+ +

Alternate

+
+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
NameDescriptionPrice
Item 1Ante turpis integer aliquet porttitor.29.99
Item 2Vis ac commodo adipiscing arcu aliquet.19.99
Item 3 Morbi faucibus arcu accumsan lorem.29.99
Item 4Vitae integer tempus condimentum.19.99
Item 5Ante turpis integer aliquet porttitor.29.99
100.00
+
+ +
+ + +

Buttons

+ + + + + +
    +
  • Primary
    • +
  • Default
    • +
+ +
+ + +

Form

+ +
+
+
+ +
+
+ +
+ +
+ +
+ +
+ + +
+
+ + +
+
+ + +
+ +
+ + +
+
+ + +
+ +
+ +
+ +
+
    +
    • +
    • +
+
+
+
+ +
+ + +

Image

+ +

Fit

+ +
+
+
+
+
+ +
+
+
+ +
+
+
+
+
+ +

Left & Right

+

Lorem ipsum dolor sit accumsan interdum nisi, quis tincidunt felis sagittis eget. tempus euismod. Vestibulum ante ipsum primis in faucibus vestibulum. Blandit adipiscing eu felis iaculis volutpat ac adipiscing accumsan eu faucibus. Integer ac pellentesque praesent tincidunt felis sagittis eget. tempus euismod. Vestibulum ante ipsum primis sagittis eget. tempus euismod. Vestibulum ante ipsum primis in faucibus vestibulum. Blandit adipiscing eu felis iaculis volutpat ac adipiscing accumsan eu faucibus. Integer ac pellentesque praesent tincidunt felis sagittis eget. tempus euismod. Vestibulum ante ipsum primis in faucibus vestibulum. Blandit adipiscing eu felis iaculis volutpat ac adipiscing accumsan eu faucibus. Integer ac pellentesque praesent. Vestibulum ante ipsum primis in faucibus magna blandit adipiscing eu felis iaculis.

+

Lorem ipsum dolor sit accumsan interdum nisi, quis tincidunt felis sagittis eget. tempus euismod. Vestibulum ante ipsum primis in faucibus vestibulum. Blandit adipiscing eu felis iaculis volutpat ac adipiscing accumsan eu faucibus. Integer ac pellentesque praesent tincidunt felis sagittis eget. tempus euismod. Vestibulum ante ipsum primis sagittis eget. tempus euismod. Vestibulum ante ipsum primis in faucibus vestibulum. Blandit adipiscing eu felis iaculis volutpat ac adipiscing accumsan eu faucibus. Integer ac pellentesque praesent tincidunt felis sagittis eget. tempus euismod. Vestibulum ante ipsum primis in faucibus vestibulum. Blandit adipiscing eu felis iaculis volutpat ac adipiscing accumsan eu faucibus. Integer ac pellentesque praesent. Vestibulum ante ipsum primis in faucibus magna blandit adipiscing eu felis iaculis.

+ +
+ + +

Box

+
+

Felis sagittis eget tempus primis in faucibus vestibulum. Blandit adipiscing eu felis iaculis volutpat ac adipiscing accumsan eu faucibus. Integer ac pellentesque praesent tincidunt felis sagittis eget. tempus euismod. Magna sed etiam ante ipsum primis in faucibus vestibulum. Blandit adipiscing eu ipsum primis in faucibus vestibulum. Blandit adipiscing eu felis iaculis volutpat ac adipiscing accumsan eu faucibus lorem ipsum dolor sit amet nullam. Integer ac pellentesque praesent tincidunt felis sagittis eget. tempus euismod. Vestibulum ante ipsum primis sagittis eget. tempus euismod. Vestibulum ante ipsum primis in faucibus vestibulum. Blandit adipiscing eu felis iaculis volutpat ac adipiscing accumsan eu faucibus. Integer ac pellentesque praesent tincidunt felis sagittis eget. tempus euismod. Vestibulum ante ipsum primis in faucibus vestibulum. Blandit adipiscing eu felis iaculis volutpat ac adipiscing accumsan eu faucibus. Integer ac pellentesque praesent. Vestibulum ante ipsum primis in faucibus magna blandit adipiscing eu felis iaculis volutpat lorem ipsum dolor.

+
+ +
+ + +

Preformatted

+ 
i = 0;
+
+while (!deck.isInOrder()) {
+    print 'Iteration ' + i;
+    deck.shuffle();
+    i++;
+}
+
+print 'It took ' + i + ' iterations to sort the deck.';
+
+ +
+ +
+ + + + + + + +
+ + + + + + + + + + + + \ No newline at end of file diff --git a/generic.html b/generic.html new file mode 100644 index 0000000..d1b899c --- /dev/null +++ b/generic.html @@ -0,0 +1,126 @@ + + + + + Generic Page - Massively by HTML5 UP + + + + + + + + +
+ + + + + + + + +
+ + +
+
+ April 25, 2017 +

This is a
+ Generic Page

+

Aenean ornare velit lacus varius enim ullamcorper proin aliquam
+ facilisis ante sed etiam magna interdum congue. Lorem ipsum dolor
+ amet nullam sed etiam veroeros.

+
+
+

Donec eget ex magna. Interdum et malesuada fames ac ante ipsum primis in faucibus. Pellentesque venenatis dolor imperdiet dolor mattis sagittis. Praesent rutrum sem diam, vitae egestas enim auctor sit amet. Pellentesque leo mauris, consectetur id ipsum sit amet, fergiat. Pellentesque in mi eu massa lacinia malesuada et a elit. Donec urna ex, lacinia in purus ac, pretium pulvinar mauris. Nunc lorem mauris, fringilla in aliquam at, euismod in lectus. Pellentesque habitant morbi tristique senectus et netus et malesuada fames ac turpis egestas. Curabitur sapien risus, commodo eget turpis at, elementum convallis enim turpis, lorem ipsum dolor sit amet nullam.

+

Lorem ipsum dolor sit amet, consectetur adipiscing elit. Duis dapibus rutrum facilisis. Class aptent taciti sociosqu ad litora torquent per conubia nostra, per inceptos himenaeos. Etiam tristique libero eu nibh porttitor fermentum. Nullam venenatis erat id vehicula viverra. Nunc ultrices eros ut ultricies condimentum. Mauris risus lacus, blandit sit amet venenatis non, bibendum vitae dolor. Nunc lorem mauris, fringilla in aliquam at, euismod in lectus. Pellentesque habitant morbi tristique senectus et netus et malesuada fames ac turpis egestas. In non lorem sit amet elit placerat maximus. Pellentesque aliquam maximus risus. Donec eget ex magna. Interdum et malesuada fames ac ante ipsum primis in faucibus. Pellentesque venenatis dolor imperdiet dolor mattis sagittis. Praesent rutrum sem diam, vitae egestas enim auctor sit amet. Pellentesque leo mauris, consectetur id ipsum.

+
+ +
+ + + + + + + +
+ + + + + + + + + + + + \ No newline at end of file diff --git a/images/bg.jpg b/images/bg.jpg new file mode 100644 index 0000000..1fe15b6 Binary files /dev/null and b/images/bg.jpg differ diff --git a/images/overlay.png b/images/overlay.png new file mode 100644 index 0000000..127bb2b Binary files /dev/null and b/images/overlay.png differ diff --git a/images/pic01.jpg b/images/pic01.jpg new file mode 100644 index 0000000..b8c5e1e Binary files /dev/null and b/images/pic01.jpg differ diff --git a/images/pic02.jpg b/images/pic02.jpg new file mode 100644 index 0000000..fe3be4f Binary files /dev/null and b/images/pic02.jpg differ diff --git a/images/pic03.jpg b/images/pic03.jpg new file mode 100644 index 0000000..282e4f5 Binary files /dev/null and b/images/pic03.jpg differ diff --git a/images/pic04.jpg b/images/pic04.jpg new file mode 100644 index 0000000..b0206cb Binary files /dev/null and b/images/pic04.jpg differ diff --git a/images/pic05.jpg b/images/pic05.jpg new file mode 100644 index 0000000..3731316 Binary files /dev/null and b/images/pic05.jpg differ diff --git a/images/pic06.jpg b/images/pic06.jpg new file mode 100644 index 0000000..a9762ce Binary files /dev/null and b/images/pic06.jpg differ diff --git a/images/pic07.jpg b/images/pic07.jpg new file mode 100644 index 0000000..57d9304 Binary files /dev/null and b/images/pic07.jpg differ diff --git a/images/pic08.jpg b/images/pic08.jpg new file mode 100644 index 0000000..e0f281d Binary files /dev/null and b/images/pic08.jpg differ diff --git a/images/pic09.jpg b/images/pic09.jpg new file mode 100644 index 0000000..cfdb688 Binary files /dev/null and b/images/pic09.jpg differ diff --git a/index.html b/index.html new file mode 100644 index 0000000..5f566c8 --- /dev/null +++ b/index.html @@ -0,0 +1,229 @@ + + + + + Massively by HTML5 UP + + + + + + + + +
+ + +
+

This is
+ Massively

+

A free, fully responsive HTML5 + CSS3 site template designed by @ajlkn for HTML5 UP
+ and released for free under the Creative Commons license.

+ +
+ + + + + + + + +
+ + +
+
+ April 25, 2017 +

And this is a
+ massive headline

+

Aenean ornare velit lacus varius enim ullamcorper proin aliquam
+ facilisis ante sed etiam magna interdum congue. Lorem ipsum dolor
+ amet nullam sed etiam veroeros.

+
+ + +
+ + +
+
+
+ April 24, 2017 +

Sed magna
+ ipsum faucibus

+
+ +

Donec eget ex magna. Interdum et malesuada fames ac ante ipsum primis in faucibus. Pellentesque venenatis dolor imperdiet dolor mattis sagittis magna etiam.

+ +
+
+
+ April 22, 2017 +

Primis eget
+ imperdiet lorem

+
+ +

Donec eget ex magna. Interdum et malesuada fames ac ante ipsum primis in faucibus. Pellentesque venenatis dolor imperdiet dolor mattis sagittis magna etiam.

+ +
+
+
+ April 18, 2017 +

Ante mattis
+ interdum dolor

+
+ +

Donec eget ex magna. Interdum et malesuada fames ac ante ipsum primis in faucibus. Pellentesque venenatis dolor imperdiet dolor mattis sagittis magna etiam.

+ +
+
+
+ April 14, 2017 +

Tempus sed
+ nulla imperdiet

+
+ +

Donec eget ex magna. Interdum et malesuada fames ac ante ipsum primis in faucibus. Pellentesque venenatis dolor imperdiet dolor mattis sagittis magna etiam.

+ +
+
+
+ April 11, 2017 +

Odio magna
+ sed consectetur

+
+ +

Donec eget ex magna. Interdum et malesuada fames ac ante ipsum primis in faucibus. Pellentesque venenatis dolor imperdiet dolor mattis sagittis magna etiam.

+ +
+
+
+ April 7, 2017 +

Augue lorem
+ primis vestibulum

+
+ +

Donec eget ex magna. Interdum et malesuada fames ac ante ipsum primis in faucibus. Pellentesque venenatis dolor imperdiet dolor mattis sagittis magna etiam.

+ +
+
+ + + + +
+ + + + + + + +
+ + + + + + + + + + + + \ No newline at end of file diff --git a/old_website/Gemfile b/old_website/Gemfile new file mode 100644 index 0000000..fa75df1 --- /dev/null +++ b/old_website/Gemfile @@ -0,0 +1,3 @@ +source 'https://rubygems.org' + +gemspec diff --git a/old_website/LDT_SN/.DS_Store b/old_website/LDT_SN/.DS_Store new file mode 100644 index 0000000..970731c Binary files /dev/null and b/old_website/LDT_SN/.DS_Store differ diff --git a/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0.html b/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0.html new file mode 100644 index 0000000..03d1952 --- /dev/null +++ b/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0.html @@ -0,0 +1,45 @@ + + + + HSTJ114331.46-0 + + +

HSTJ114331.46-0

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.8583949_-1.7598211_17.png b/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.8583949_-1.7598211_17.png new file mode 100644 index 0000000..9555bc6 Binary files /dev/null and b/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.8583949_-1.7598211_17.png differ diff --git a/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.8589416_-1.7335312_1.png b/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.8589416_-1.7335312_1.png new file mode 100644 index 0000000..3409308 Binary files /dev/null and b/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.8589416_-1.7335312_1.png differ diff --git a/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.8597615_-1.7726933_9.png b/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.8597615_-1.7726933_9.png new file mode 100644 index 0000000..df01fa5 Binary files /dev/null and b/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.8597615_-1.7726933_9.png differ diff --git a/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.8621549_-1.7543006_15.png b/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.8621549_-1.7543006_15.png new file mode 100644 index 0000000..ec6c342 Binary files /dev/null and b/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.8621549_-1.7543006_15.png differ diff --git a/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.862552_-1.7749935_10.png b/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.862552_-1.7749935_10.png new file mode 100644 index 0000000..2a22ab0 Binary files /dev/null and b/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.862552_-1.7749935_10.png differ diff --git a/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.8626064_-1.7403257_6.png b/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.8626064_-1.7403257_6.png new file mode 100644 index 0000000..5543f8b Binary files /dev/null and b/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.8626064_-1.7403257_6.png differ diff --git a/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.8628018_-1.7401792_4.png b/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.8628018_-1.7401792_4.png new file mode 100644 index 0000000..3874847 Binary files /dev/null and b/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.8628018_-1.7401792_4.png differ diff --git a/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.8629192_-1.7304583_0.png b/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.8629192_-1.7304583_0.png new file mode 100644 index 0000000..398fee6 Binary files /dev/null and b/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.8629192_-1.7304583_0.png differ diff --git a/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.8630516_-1.7303575_0.png b/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.8630516_-1.7303575_0.png new file mode 100644 index 0000000..56f39f9 Binary files /dev/null and b/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.8630516_-1.7303575_0.png differ diff --git a/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.8639967_-1.7655755_20.png b/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.8639967_-1.7655755_20.png new file mode 100644 index 0000000..47c9230 Binary files /dev/null and b/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.8639967_-1.7655755_20.png differ diff --git a/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.8648367_-1.7341787_2.png b/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.8648367_-1.7341787_2.png new file mode 100644 index 0000000..dc21c6f Binary files /dev/null and b/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.8648367_-1.7341787_2.png differ diff --git a/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.8651576_-1.7608741_8.png b/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.8651576_-1.7608741_8.png new file mode 100644 index 0000000..586518d Binary files /dev/null and b/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.8651576_-1.7608741_8.png differ diff --git a/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.865945_-1.7384299_4.png b/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.865945_-1.7384299_4.png new file mode 100644 index 0000000..d9b21d3 Binary files /dev/null and b/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.865945_-1.7384299_4.png differ diff --git a/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.8661626_-1.7383154_2.png b/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.8661626_-1.7383154_2.png new file mode 100644 index 0000000..e96bd5b Binary files /dev/null and b/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.8661626_-1.7383154_2.png differ diff --git a/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.8670921_-1.7495091_12.png b/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.8670921_-1.7495091_12.png new file mode 100644 index 0000000..fd73c78 Binary files /dev/null and b/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.8670921_-1.7495091_12.png differ diff --git a/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.8674383_-1.7364641_3.png b/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.8674383_-1.7364641_3.png new file mode 100644 index 0000000..b536358 Binary files /dev/null and b/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.8674383_-1.7364641_3.png differ diff --git a/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.8708432_-1.7317402_1.png b/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.8708432_-1.7317402_1.png new file mode 100644 index 0000000..8832298 Binary files /dev/null and b/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.8708432_-1.7317402_1.png differ diff --git a/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.872146_-1.7539671_14.png b/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.872146_-1.7539671_14.png new file mode 100644 index 0000000..013869f Binary files /dev/null and b/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.872146_-1.7539671_14.png differ diff --git a/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.873275_-1.7413755_8.png b/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.873275_-1.7413755_8.png new file mode 100644 index 0000000..20ff116 Binary files /dev/null and b/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.873275_-1.7413755_8.png differ diff --git a/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.8755185_-1.7407348_7.png b/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.8755185_-1.7407348_7.png new file mode 100644 index 0000000..4aa5e4b Binary files /dev/null and b/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.8755185_-1.7407348_7.png differ diff --git a/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.8767627_-1.75637_16.png b/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.8767627_-1.75637_16.png new file mode 100644 index 0000000..811f3b0 Binary files /dev/null and b/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.8767627_-1.75637_16.png differ diff --git a/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.8780588_-1.7390319_5.png b/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.8780588_-1.7390319_5.png new file mode 100644 index 0000000..9f5bb43 Binary files /dev/null and b/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.8780588_-1.7390319_5.png differ diff --git a/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.8781125_-1.7390628_3.png b/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.8781125_-1.7390628_3.png new file mode 100644 index 0000000..5234488 Binary files /dev/null and b/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.8781125_-1.7390628_3.png differ diff --git a/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.8795739_-1.743954_9.png b/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.8795739_-1.743954_9.png new file mode 100644 index 0000000..efa9ed9 Binary files /dev/null and b/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.8795739_-1.743954_9.png differ diff --git a/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.8808902_-1.7520762_13.png b/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.8808902_-1.7520762_13.png new file mode 100644 index 0000000..978fbce Binary files /dev/null and b/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.8808902_-1.7520762_13.png differ diff --git a/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.8817425_-1.7457374_10.png b/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.8817425_-1.7457374_10.png new file mode 100644 index 0000000..1a95094 Binary files /dev/null and b/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.8817425_-1.7457374_10.png differ diff --git a/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.8881628_-1.7635516_19.png b/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.8881628_-1.7635516_19.png new file mode 100644 index 0000000..b0d3b28 Binary files /dev/null and b/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.8881628_-1.7635516_19.png differ diff --git a/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.8960448_-1.7554332_6.png b/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.8960448_-1.7554332_6.png new file mode 100644 index 0000000..d23c804 Binary files /dev/null and b/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.8960448_-1.7554332_6.png differ diff --git a/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.8981222_-1.7603356_18.png b/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.8981222_-1.7603356_18.png new file mode 100644 index 0000000..62028be Binary files /dev/null and b/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.8981222_-1.7603356_18.png differ diff --git a/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.8989308_-1.7484374_5.png b/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.8989308_-1.7484374_5.png new file mode 100644 index 0000000..e8bb6c3 Binary files /dev/null and b/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.8989308_-1.7484374_5.png differ diff --git a/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.8993419_-1.7466674_11.png b/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.8993419_-1.7466674_11.png new file mode 100644 index 0000000..ef3214f Binary files /dev/null and b/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.8993419_-1.7466674_11.png differ diff --git a/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.9038405_-1.7570002_7.png b/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.9038405_-1.7570002_7.png new file mode 100644 index 0000000..51d6a53 Binary files /dev/null and b/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_175.9038405_-1.7570002_7.png differ diff --git a/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_full_image.png b/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_full_image.png new file mode 100644 index 0000000..0c48933 Binary files /dev/null and b/old_website/LDT_SN/20210321/HSTJ114331.46-0/HSTJ114331.46-0_full_image.png differ diff --git a/old_website/LDT_SN/20210321/HSTJ1418+5236/HSTJ1418+5236.html b/old_website/LDT_SN/20210321/HSTJ1418+5236/HSTJ1418+5236.html new file mode 100644 index 0000000..d336a79 --- /dev/null +++ b/old_website/LDT_SN/20210321/HSTJ1418+5236/HSTJ1418+5236.html @@ -0,0 +1,36 @@ + + + + HSTJ1418+5236 + + +

HSTJ1418+5236

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/20210321/HSTJ1418+5236/HSTJ1418+5236_214.5519846_52.6193195_1.png b/old_website/LDT_SN/20210321/HSTJ1418+5236/HSTJ1418+5236_214.5519846_52.6193195_1.png new file mode 100644 index 0000000..0b4d9ff Binary files /dev/null and b/old_website/LDT_SN/20210321/HSTJ1418+5236/HSTJ1418+5236_214.5519846_52.6193195_1.png differ diff --git a/old_website/LDT_SN/20210321/HSTJ1418+5236/HSTJ1418+5236_214.5537472_52.6137518_3.png b/old_website/LDT_SN/20210321/HSTJ1418+5236/HSTJ1418+5236_214.5537472_52.6137518_3.png new file mode 100644 index 0000000..03d0b04 Binary files /dev/null and b/old_website/LDT_SN/20210321/HSTJ1418+5236/HSTJ1418+5236_214.5537472_52.6137518_3.png differ diff --git a/old_website/LDT_SN/20210321/HSTJ1418+5236/HSTJ1418+5236_214.556769_52.5803794_0.png b/old_website/LDT_SN/20210321/HSTJ1418+5236/HSTJ1418+5236_214.556769_52.5803794_0.png new file mode 100644 index 0000000..565d6e3 Binary files /dev/null and b/old_website/LDT_SN/20210321/HSTJ1418+5236/HSTJ1418+5236_214.556769_52.5803794_0.png differ diff --git a/old_website/LDT_SN/20210321/HSTJ1418+5236/HSTJ1418+5236_214.5617678_52.6191511_2.png b/old_website/LDT_SN/20210321/HSTJ1418+5236/HSTJ1418+5236_214.5617678_52.6191511_2.png new file mode 100644 index 0000000..a26fbc0 Binary files /dev/null and b/old_website/LDT_SN/20210321/HSTJ1418+5236/HSTJ1418+5236_214.5617678_52.6191511_2.png differ diff --git a/old_website/LDT_SN/20210321/HSTJ1418+5236/HSTJ1418+5236_214.5739869_52.5977904_6.png b/old_website/LDT_SN/20210321/HSTJ1418+5236/HSTJ1418+5236_214.5739869_52.5977904_6.png new file mode 100644 index 0000000..556043f Binary files /dev/null and b/old_website/LDT_SN/20210321/HSTJ1418+5236/HSTJ1418+5236_214.5739869_52.5977904_6.png differ diff --git a/old_website/LDT_SN/20210321/HSTJ1418+5236/HSTJ1418+5236_214.5749719_52.6068614_5.png b/old_website/LDT_SN/20210321/HSTJ1418+5236/HSTJ1418+5236_214.5749719_52.6068614_5.png new file mode 100644 index 0000000..8e545f0 Binary files /dev/null and b/old_website/LDT_SN/20210321/HSTJ1418+5236/HSTJ1418+5236_214.5749719_52.6068614_5.png differ diff --git a/old_website/LDT_SN/20210321/HSTJ1418+5236/HSTJ1418+5236_214.6003205_52.5895566_7.png b/old_website/LDT_SN/20210321/HSTJ1418+5236/HSTJ1418+5236_214.6003205_52.5895566_7.png new file mode 100644 index 0000000..378d6eb Binary files /dev/null and b/old_website/LDT_SN/20210321/HSTJ1418+5236/HSTJ1418+5236_214.6003205_52.5895566_7.png differ diff --git a/old_website/LDT_SN/20210321/HSTJ1418+5236/HSTJ1418+5236_214.6221003_52.6105748_4.png b/old_website/LDT_SN/20210321/HSTJ1418+5236/HSTJ1418+5236_214.6221003_52.6105748_4.png new file mode 100644 index 0000000..147d6d7 Binary files /dev/null and b/old_website/LDT_SN/20210321/HSTJ1418+5236/HSTJ1418+5236_214.6221003_52.6105748_4.png differ diff --git a/old_website/LDT_SN/20210321/HSTJ1418+5236/HSTJ1418+5236_full_image.png b/old_website/LDT_SN/20210321/HSTJ1418+5236/HSTJ1418+5236_full_image.png new file mode 100644 index 0000000..35876c7 Binary files /dev/null and b/old_website/LDT_SN/20210321/HSTJ1418+5236/HSTJ1418+5236_full_image.png differ diff --git a/old_website/LDT_SN/20210321/MG1131+0456/MG1131+0456.html b/old_website/LDT_SN/20210321/MG1131+0456/MG1131+0456.html new file mode 100644 index 0000000..11801b2 --- /dev/null +++ b/old_website/LDT_SN/20210321/MG1131+0456/MG1131+0456.html @@ -0,0 +1,54 @@ + + + + MG1131+0456 + + +

MG1131+0456

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/20210321/MG1131+0456/MG1131+0456_172.9604011_4.9066764_0.png b/old_website/LDT_SN/20210321/MG1131+0456/MG1131+0456_172.9604011_4.9066764_0.png new file mode 100644 index 0000000..9e8cabd Binary files /dev/null and b/old_website/LDT_SN/20210321/MG1131+0456/MG1131+0456_172.9604011_4.9066764_0.png differ diff --git a/old_website/LDT_SN/20210321/MG1131+0456/MG1131+0456_172.9690078_4.9401418_5.png b/old_website/LDT_SN/20210321/MG1131+0456/MG1131+0456_172.9690078_4.9401418_5.png new file mode 100644 index 0000000..f5d15c7 Binary files /dev/null and b/old_website/LDT_SN/20210321/MG1131+0456/MG1131+0456_172.9690078_4.9401418_5.png differ diff --git a/old_website/LDT_SN/20210321/MG1131+0456/MG1131+0456_172.9746378_4.9144846_10.png b/old_website/LDT_SN/20210321/MG1131+0456/MG1131+0456_172.9746378_4.9144846_10.png new file mode 100644 index 0000000..1e6b90f Binary files /dev/null and b/old_website/LDT_SN/20210321/MG1131+0456/MG1131+0456_172.9746378_4.9144846_10.png differ diff --git a/old_website/LDT_SN/20210321/MG1131+0456/MG1131+0456_172.9775794_4.9338318_6.png b/old_website/LDT_SN/20210321/MG1131+0456/MG1131+0456_172.9775794_4.9338318_6.png new file mode 100644 index 0000000..ae0f331 Binary files /dev/null and b/old_website/LDT_SN/20210321/MG1131+0456/MG1131+0456_172.9775794_4.9338318_6.png differ diff --git a/old_website/LDT_SN/20210321/MG1131+0456/MG1131+0456_172.9786164_4.9421667_3.png b/old_website/LDT_SN/20210321/MG1131+0456/MG1131+0456_172.9786164_4.9421667_3.png new file mode 100644 index 0000000..2da83a9 Binary files /dev/null and b/old_website/LDT_SN/20210321/MG1131+0456/MG1131+0456_172.9786164_4.9421667_3.png differ diff --git a/old_website/LDT_SN/20210321/MG1131+0456/MG1131+0456_172.9856588_4.946661_2.png b/old_website/LDT_SN/20210321/MG1131+0456/MG1131+0456_172.9856588_4.946661_2.png new file mode 100644 index 0000000..3ac97b2 Binary files /dev/null and b/old_website/LDT_SN/20210321/MG1131+0456/MG1131+0456_172.9856588_4.946661_2.png differ diff --git a/old_website/LDT_SN/20210321/MG1131+0456/MG1131+0456_172.9937439_4.9109831_13.png b/old_website/LDT_SN/20210321/MG1131+0456/MG1131+0456_172.9937439_4.9109831_13.png new file mode 100644 index 0000000..6182655 Binary files /dev/null and b/old_website/LDT_SN/20210321/MG1131+0456/MG1131+0456_172.9937439_4.9109831_13.png differ diff --git a/old_website/LDT_SN/20210321/MG1131+0456/MG1131+0456_172.9957443_4.9168092_9.png b/old_website/LDT_SN/20210321/MG1131+0456/MG1131+0456_172.9957443_4.9168092_9.png new file mode 100644 index 0000000..05ae5d7 Binary files /dev/null and b/old_website/LDT_SN/20210321/MG1131+0456/MG1131+0456_172.9957443_4.9168092_9.png differ diff --git a/old_website/LDT_SN/20210321/MG1131+0456/MG1131+0456_172.9965039_4.9131964_12.png b/old_website/LDT_SN/20210321/MG1131+0456/MG1131+0456_172.9965039_4.9131964_12.png new file mode 100644 index 0000000..9e9030e Binary files /dev/null and b/old_website/LDT_SN/20210321/MG1131+0456/MG1131+0456_172.9965039_4.9131964_12.png differ diff --git a/old_website/LDT_SN/20210321/MG1131+0456/MG1131+0456_172.9967445_4.9280374_7.png b/old_website/LDT_SN/20210321/MG1131+0456/MG1131+0456_172.9967445_4.9280374_7.png new file mode 100644 index 0000000..e021dff Binary files /dev/null and b/old_website/LDT_SN/20210321/MG1131+0456/MG1131+0456_172.9967445_4.9280374_7.png differ diff --git a/old_website/LDT_SN/20210321/MG1131+0456/MG1131+0456_172.9969705_4.9535348_1.png b/old_website/LDT_SN/20210321/MG1131+0456/MG1131+0456_172.9969705_4.9535348_1.png new file mode 100644 index 0000000..0761eec Binary files /dev/null and b/old_website/LDT_SN/20210321/MG1131+0456/MG1131+0456_172.9969705_4.9535348_1.png differ diff --git a/old_website/LDT_SN/20210321/MG1131+0456/MG1131+0456_173.0029666_4.939895_4.png b/old_website/LDT_SN/20210321/MG1131+0456/MG1131+0456_173.0029666_4.939895_4.png new file mode 100644 index 0000000..3372e55 Binary files /dev/null and b/old_website/LDT_SN/20210321/MG1131+0456/MG1131+0456_173.0029666_4.939895_4.png differ diff --git a/old_website/LDT_SN/20210321/MG1131+0456/MG1131+0456_173.0035285_4.91382_11.png b/old_website/LDT_SN/20210321/MG1131+0456/MG1131+0456_173.0035285_4.91382_11.png new file mode 100644 index 0000000..eae5efd Binary files /dev/null and b/old_website/LDT_SN/20210321/MG1131+0456/MG1131+0456_173.0035285_4.91382_11.png differ diff --git a/old_website/LDT_SN/20210321/MG1131+0456/MG1131+0456_173.005275_4.9238249_8.png b/old_website/LDT_SN/20210321/MG1131+0456/MG1131+0456_173.005275_4.9238249_8.png new file mode 100644 index 0000000..c9e27f0 Binary files /dev/null and b/old_website/LDT_SN/20210321/MG1131+0456/MG1131+0456_173.005275_4.9238249_8.png differ diff --git a/old_website/LDT_SN/20210321/MG1131+0456/MG1131+0456_full_image.png b/old_website/LDT_SN/20210321/MG1131+0456/MG1131+0456_full_image.png new file mode 100644 index 0000000..5a4e28d Binary files /dev/null and b/old_website/LDT_SN/20210321/MG1131+0456/MG1131+0456_full_image.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1100+5329/SDSSJ1100+5329.html b/old_website/LDT_SN/20210321/SDSSJ1100+5329/SDSSJ1100+5329.html new file mode 100644 index 0000000..befbf2d --- /dev/null +++ b/old_website/LDT_SN/20210321/SDSSJ1100+5329/SDSSJ1100+5329.html @@ -0,0 +1,27 @@ + + + + SDSSJ1100+5329 + + +

SDSSJ1100+5329

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/20210321/SDSSJ1100+5329/SDSSJ1100+5329_165.0638891_53.4841071_5.png b/old_website/LDT_SN/20210321/SDSSJ1100+5329/SDSSJ1100+5329_165.0638891_53.4841071_5.png new file mode 100644 index 0000000..2c5311a Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1100+5329/SDSSJ1100+5329_165.0638891_53.4841071_5.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1100+5329/SDSSJ1100+5329_165.0661578_53.4993977_0.png b/old_website/LDT_SN/20210321/SDSSJ1100+5329/SDSSJ1100+5329_165.0661578_53.4993977_0.png new file mode 100644 index 0000000..08b1951 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1100+5329/SDSSJ1100+5329_165.0661578_53.4993977_0.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1100+5329/SDSSJ1100+5329_165.069601_53.4705372_7.png b/old_website/LDT_SN/20210321/SDSSJ1100+5329/SDSSJ1100+5329_165.069601_53.4705372_7.png new file mode 100644 index 0000000..6f8d2da Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1100+5329/SDSSJ1100+5329_165.069601_53.4705372_7.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1100+5329/SDSSJ1100+5329_165.0696554_53.4705058_3.png b/old_website/LDT_SN/20210321/SDSSJ1100+5329/SDSSJ1100+5329_165.0696554_53.4705058_3.png new file mode 100644 index 0000000..77c3238 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1100+5329/SDSSJ1100+5329_165.0696554_53.4705058_3.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1100+5329/SDSSJ1100+5329_165.0728972_53.4936155_2.png b/old_website/LDT_SN/20210321/SDSSJ1100+5329/SDSSJ1100+5329_165.0728972_53.4936155_2.png new file mode 100644 index 0000000..9773850 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1100+5329/SDSSJ1100+5329_165.0728972_53.4936155_2.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1100+5329/SDSSJ1100+5329_165.07849_53.5017866_0.png b/old_website/LDT_SN/20210321/SDSSJ1100+5329/SDSSJ1100+5329_165.07849_53.5017866_0.png new file mode 100644 index 0000000..e7eabca Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1100+5329/SDSSJ1100+5329_165.07849_53.5017866_0.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1100+5329/SDSSJ1100+5329_165.0821655_53.4868441_4.png b/old_website/LDT_SN/20210321/SDSSJ1100+5329/SDSSJ1100+5329_165.0821655_53.4868441_4.png new file mode 100644 index 0000000..11888d4 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1100+5329/SDSSJ1100+5329_165.0821655_53.4868441_4.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1100+5329/SDSSJ1100+5329_165.0822454_53.4868266_2.png b/old_website/LDT_SN/20210321/SDSSJ1100+5329/SDSSJ1100+5329_165.0822454_53.4868266_2.png new file mode 100644 index 0000000..b9c7690 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1100+5329/SDSSJ1100+5329_165.0822454_53.4868266_2.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1100+5329/SDSSJ1100+5329_165.1014135_53.4869194_3.png b/old_website/LDT_SN/20210321/SDSSJ1100+5329/SDSSJ1100+5329_165.1014135_53.4869194_3.png new file mode 100644 index 0000000..64f408e Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1100+5329/SDSSJ1100+5329_165.1014135_53.4869194_3.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1100+5329/SDSSJ1100+5329_165.101494_53.4868288_1.png b/old_website/LDT_SN/20210321/SDSSJ1100+5329/SDSSJ1100+5329_165.101494_53.4868288_1.png new file mode 100644 index 0000000..4ee975c Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1100+5329/SDSSJ1100+5329_165.101494_53.4868288_1.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1100+5329/SDSSJ1100+5329_165.1170495_53.4776778_6.png b/old_website/LDT_SN/20210321/SDSSJ1100+5329/SDSSJ1100+5329_165.1170495_53.4776778_6.png new file mode 100644 index 0000000..3d89604 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1100+5329/SDSSJ1100+5329_165.1170495_53.4776778_6.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1100+5329/SDSSJ1100+5329_165.1182835_53.5003903_1.png b/old_website/LDT_SN/20210321/SDSSJ1100+5329/SDSSJ1100+5329_165.1182835_53.5003903_1.png new file mode 100644 index 0000000..93ac3bf Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1100+5329/SDSSJ1100+5329_165.1182835_53.5003903_1.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1100+5329/SDSSJ1100+5329_165.1239176_53.4673649_4.png b/old_website/LDT_SN/20210321/SDSSJ1100+5329/SDSSJ1100+5329_165.1239176_53.4673649_4.png new file mode 100644 index 0000000..84dc008 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1100+5329/SDSSJ1100+5329_165.1239176_53.4673649_4.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1100+5329/SDSSJ1100+5329_full_image.png b/old_website/LDT_SN/20210321/SDSSJ1100+5329/SDSSJ1100+5329_full_image.png new file mode 100644 index 0000000..f4b56aa Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1100+5329/SDSSJ1100+5329_full_image.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1103+5322/SDSSJ1103+5322.html b/old_website/LDT_SN/20210321/SDSSJ1103+5322/SDSSJ1103+5322.html new file mode 100644 index 0000000..8f83fad --- /dev/null +++ b/old_website/LDT_SN/20210321/SDSSJ1103+5322/SDSSJ1103+5322.html @@ -0,0 +1,60 @@ + + + + SDSSJ1103+5322 + + +

SDSSJ1103+5322

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/20210321/SDSSJ1103+5322/SDSSJ1103+5322_165.7511457_53.3843551_3.png b/old_website/LDT_SN/20210321/SDSSJ1103+5322/SDSSJ1103+5322_165.7511457_53.3843551_3.png new file mode 100644 index 0000000..d797250 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1103+5322/SDSSJ1103+5322_165.7511457_53.3843551_3.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1103+5322/SDSSJ1103+5322_165.7529035_53.371016_7.png b/old_website/LDT_SN/20210321/SDSSJ1103+5322/SDSSJ1103+5322_165.7529035_53.371016_7.png new file mode 100644 index 0000000..c848fa7 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1103+5322/SDSSJ1103+5322_165.7529035_53.371016_7.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1103+5322/SDSSJ1103+5322_165.7530177_53.3674492_10.png b/old_website/LDT_SN/20210321/SDSSJ1103+5322/SDSSJ1103+5322_165.7530177_53.3674492_10.png new file mode 100644 index 0000000..0254db8 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1103+5322/SDSSJ1103+5322_165.7530177_53.3674492_10.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1103+5322/SDSSJ1103+5322_165.7541149_53.3521113_0.png b/old_website/LDT_SN/20210321/SDSSJ1103+5322/SDSSJ1103+5322_165.7541149_53.3521113_0.png new file mode 100644 index 0000000..2a4d2bc Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1103+5322/SDSSJ1103+5322_165.7541149_53.3521113_0.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1103+5322/SDSSJ1103+5322_165.7558104_53.3819202_4.png b/old_website/LDT_SN/20210321/SDSSJ1103+5322/SDSSJ1103+5322_165.7558104_53.3819202_4.png new file mode 100644 index 0000000..b2fa333 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1103+5322/SDSSJ1103+5322_165.7558104_53.3819202_4.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1103+5322/SDSSJ1103+5322_165.7694462_53.3607899_14.png b/old_website/LDT_SN/20210321/SDSSJ1103+5322/SDSSJ1103+5322_165.7694462_53.3607899_14.png new file mode 100644 index 0000000..1d11a3a Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1103+5322/SDSSJ1103+5322_165.7694462_53.3607899_14.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1103+5322/SDSSJ1103+5322_165.772003_53.3684863_2.png b/old_website/LDT_SN/20210321/SDSSJ1103+5322/SDSSJ1103+5322_165.772003_53.3684863_2.png new file mode 100644 index 0000000..0af22d2 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1103+5322/SDSSJ1103+5322_165.772003_53.3684863_2.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1103+5322/SDSSJ1103+5322_165.7798115_53.3934206_2.png b/old_website/LDT_SN/20210321/SDSSJ1103+5322/SDSSJ1103+5322_165.7798115_53.3934206_2.png new file mode 100644 index 0000000..d92d5dc Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1103+5322/SDSSJ1103+5322_165.7798115_53.3934206_2.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1103+5322/SDSSJ1103+5322_165.7802144_53.376798_5.png b/old_website/LDT_SN/20210321/SDSSJ1103+5322/SDSSJ1103+5322_165.7802144_53.376798_5.png new file mode 100644 index 0000000..2491e92 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1103+5322/SDSSJ1103+5322_165.7802144_53.376798_5.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1103+5322/SDSSJ1103+5322_165.7902923_53.3759113_6.png b/old_website/LDT_SN/20210321/SDSSJ1103+5322/SDSSJ1103+5322_165.7902923_53.3759113_6.png new file mode 100644 index 0000000..cf1d812 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1103+5322/SDSSJ1103+5322_165.7902923_53.3759113_6.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1103+5322/SDSSJ1103+5322_165.7960087_53.3613021_12.png b/old_website/LDT_SN/20210321/SDSSJ1103+5322/SDSSJ1103+5322_165.7960087_53.3613021_12.png new file mode 100644 index 0000000..c553311 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1103+5322/SDSSJ1103+5322_165.7960087_53.3613021_12.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1103+5322/SDSSJ1103+5322_165.8010064_53.3678021_3.png b/old_website/LDT_SN/20210321/SDSSJ1103+5322/SDSSJ1103+5322_165.8010064_53.3678021_3.png new file mode 100644 index 0000000..c7f71d6 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1103+5322/SDSSJ1103+5322_165.8010064_53.3678021_3.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1103+5322/SDSSJ1103+5322_165.8031955_53.3679529_9.png b/old_website/LDT_SN/20210321/SDSSJ1103+5322/SDSSJ1103+5322_165.8031955_53.3679529_9.png new file mode 100644 index 0000000..9330ecd Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1103+5322/SDSSJ1103+5322_165.8031955_53.3679529_9.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1103+5322/SDSSJ1103+5322_165.8033705_53.3604565_15.png b/old_website/LDT_SN/20210321/SDSSJ1103+5322/SDSSJ1103+5322_165.8033705_53.3604565_15.png new file mode 100644 index 0000000..e564a17 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1103+5322/SDSSJ1103+5322_165.8033705_53.3604565_15.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1103+5322/SDSSJ1103+5322_165.8057511_53.3960932_0.png b/old_website/LDT_SN/20210321/SDSSJ1103+5322/SDSSJ1103+5322_165.8057511_53.3960932_0.png new file mode 100644 index 0000000..b81c71f Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1103+5322/SDSSJ1103+5322_165.8057511_53.3960932_0.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1103+5322/SDSSJ1103+5322_165.8063769_53.3665947_11.png b/old_website/LDT_SN/20210321/SDSSJ1103+5322/SDSSJ1103+5322_165.8063769_53.3665947_11.png new file mode 100644 index 0000000..ecce495 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1103+5322/SDSSJ1103+5322_165.8063769_53.3665947_11.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1103+5322/SDSSJ1103+5322_165.8071462_53.372232_1.png b/old_website/LDT_SN/20210321/SDSSJ1103+5322/SDSSJ1103+5322_165.8071462_53.372232_1.png new file mode 100644 index 0000000..78ffa8a Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1103+5322/SDSSJ1103+5322_165.8071462_53.372232_1.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1103+5322/SDSSJ1103+5322_165.8110683_53.3939349_1.png b/old_website/LDT_SN/20210321/SDSSJ1103+5322/SDSSJ1103+5322_165.8110683_53.3939349_1.png new file mode 100644 index 0000000..63614fb Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1103+5322/SDSSJ1103+5322_165.8110683_53.3939349_1.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1103+5322/SDSSJ1103+5322_165.8143605_53.361278_13.png b/old_website/LDT_SN/20210321/SDSSJ1103+5322/SDSSJ1103+5322_165.8143605_53.361278_13.png new file mode 100644 index 0000000..90b1da8 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1103+5322/SDSSJ1103+5322_165.8143605_53.361278_13.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1103+5322/SDSSJ1103+5322_165.8214332_53.3708975_8.png b/old_website/LDT_SN/20210321/SDSSJ1103+5322/SDSSJ1103+5322_165.8214332_53.3708975_8.png new file mode 100644 index 0000000..2465907 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1103+5322/SDSSJ1103+5322_165.8214332_53.3708975_8.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1103+5322/SDSSJ1103+5322_full_image.png b/old_website/LDT_SN/20210321/SDSSJ1103+5322/SDSSJ1103+5322_full_image.png new file mode 100644 index 0000000..49f16c8 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1103+5322/SDSSJ1103+5322_full_image.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1112+0826/SDSSJ1112+0826.html b/old_website/LDT_SN/20210321/SDSSJ1112+0826/SDSSJ1112+0826.html new file mode 100644 index 0000000..c4693bd --- /dev/null +++ b/old_website/LDT_SN/20210321/SDSSJ1112+0826/SDSSJ1112+0826.html @@ -0,0 +1,27 @@ + + + + SDSSJ1112+0826 + + +

SDSSJ1112+0826

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/20210321/SDSSJ1112+0826/SDSSJ1112+0826_168.2014061_8.4161954_4.png b/old_website/LDT_SN/20210321/SDSSJ1112+0826/SDSSJ1112+0826_168.2014061_8.4161954_4.png new file mode 100644 index 0000000..fda4379 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1112+0826/SDSSJ1112+0826_168.2014061_8.4161954_4.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1112+0826/SDSSJ1112+0826_168.2088189_8.4334072_1.png b/old_website/LDT_SN/20210321/SDSSJ1112+0826/SDSSJ1112+0826_168.2088189_8.4334072_1.png new file mode 100644 index 0000000..14b5bab Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1112+0826/SDSSJ1112+0826_168.2088189_8.4334072_1.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1112+0826/SDSSJ1112+0826_168.2121655_8.4517582_0.png b/old_website/LDT_SN/20210321/SDSSJ1112+0826/SDSSJ1112+0826_168.2121655_8.4517582_0.png new file mode 100644 index 0000000..60b66f2 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1112+0826/SDSSJ1112+0826_168.2121655_8.4517582_0.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1112+0826/SDSSJ1112+0826_168.2193053_8.4427864_2.png b/old_website/LDT_SN/20210321/SDSSJ1112+0826/SDSSJ1112+0826_168.2193053_8.4427864_2.png new file mode 100644 index 0000000..ddee7b4 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1112+0826/SDSSJ1112+0826_168.2193053_8.4427864_2.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1112+0826/SDSSJ1112+0826_168.2204515_8.4513391_1.png b/old_website/LDT_SN/20210321/SDSSJ1112+0826/SDSSJ1112+0826_168.2204515_8.4513391_1.png new file mode 100644 index 0000000..d23d06e Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1112+0826/SDSSJ1112+0826_168.2204515_8.4513391_1.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1112+0826/SDSSJ1112+0826_168.2205338_8.453476_0.png b/old_website/LDT_SN/20210321/SDSSJ1112+0826/SDSSJ1112+0826_168.2205338_8.453476_0.png new file mode 100644 index 0000000..1eb4d66 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1112+0826/SDSSJ1112+0826_168.2205338_8.453476_0.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1112+0826/SDSSJ1112+0826_168.2213989_8.4227284_3.png b/old_website/LDT_SN/20210321/SDSSJ1112+0826/SDSSJ1112+0826_168.2213989_8.4227284_3.png new file mode 100644 index 0000000..4d58012 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1112+0826/SDSSJ1112+0826_168.2213989_8.4227284_3.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1112+0826/SDSSJ1112+0826_full_image.png b/old_website/LDT_SN/20210321/SDSSJ1112+0826/SDSSJ1112+0826_full_image.png new file mode 100644 index 0000000..a2cf390 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1112+0826/SDSSJ1112+0826_full_image.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1234-0241/SDSSJ1234-0241.html b/old_website/LDT_SN/20210321/SDSSJ1234-0241/SDSSJ1234-0241.html new file mode 100644 index 0000000..8ff7b38 --- /dev/null +++ b/old_website/LDT_SN/20210321/SDSSJ1234-0241/SDSSJ1234-0241.html @@ -0,0 +1,42 @@ + + + + SDSSJ1234-0241 + + +

SDSSJ1234-0241

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/20210321/SDSSJ1234-0241/SDSSJ1234-0241_188.5973202_-2.6985117_7.png b/old_website/LDT_SN/20210321/SDSSJ1234-0241/SDSSJ1234-0241_188.5973202_-2.6985117_7.png new file mode 100644 index 0000000..7598ea6 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1234-0241/SDSSJ1234-0241_188.5973202_-2.6985117_7.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1234-0241/SDSSJ1234-0241_188.6012422_-2.6693237_1.png b/old_website/LDT_SN/20210321/SDSSJ1234-0241/SDSSJ1234-0241_188.6012422_-2.6693237_1.png new file mode 100644 index 0000000..ab09489 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1234-0241/SDSSJ1234-0241_188.6012422_-2.6693237_1.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1234-0241/SDSSJ1234-0241_188.6069107_-2.7003386_8.png b/old_website/LDT_SN/20210321/SDSSJ1234-0241/SDSSJ1234-0241_188.6069107_-2.7003386_8.png new file mode 100644 index 0000000..fd04962 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1234-0241/SDSSJ1234-0241_188.6069107_-2.7003386_8.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1234-0241/SDSSJ1234-0241_188.6095778_-2.6967955_6.png b/old_website/LDT_SN/20210321/SDSSJ1234-0241/SDSSJ1234-0241_188.6095778_-2.6967955_6.png new file mode 100644 index 0000000..527b83a Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1234-0241/SDSSJ1234-0241_188.6095778_-2.6967955_6.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1234-0241/SDSSJ1234-0241_188.6125038_-2.6843186_4.png b/old_website/LDT_SN/20210321/SDSSJ1234-0241/SDSSJ1234-0241_188.6125038_-2.6843186_4.png new file mode 100644 index 0000000..b0e7c50 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1234-0241/SDSSJ1234-0241_188.6125038_-2.6843186_4.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1234-0241/SDSSJ1234-0241_188.6144992_-2.6948749_5.png b/old_website/LDT_SN/20210321/SDSSJ1234-0241/SDSSJ1234-0241_188.6144992_-2.6948749_5.png new file mode 100644 index 0000000..c4bdfd2 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1234-0241/SDSSJ1234-0241_188.6144992_-2.6948749_5.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1234-0241/SDSSJ1234-0241_188.6178519_-2.6793893_2.png b/old_website/LDT_SN/20210321/SDSSJ1234-0241/SDSSJ1234-0241_188.6178519_-2.6793893_2.png new file mode 100644 index 0000000..be1efea Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1234-0241/SDSSJ1234-0241_188.6178519_-2.6793893_2.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1234-0241/SDSSJ1234-0241_188.6197037_-2.7019484_9.png b/old_website/LDT_SN/20210321/SDSSJ1234-0241/SDSSJ1234-0241_188.6197037_-2.7019484_9.png new file mode 100644 index 0000000..93a8985 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1234-0241/SDSSJ1234-0241_188.6197037_-2.7019484_9.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1234-0241/SDSSJ1234-0241_188.6211131_-2.6681705_0.png b/old_website/LDT_SN/20210321/SDSSJ1234-0241/SDSSJ1234-0241_188.6211131_-2.6681705_0.png new file mode 100644 index 0000000..fa28e6f Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1234-0241/SDSSJ1234-0241_188.6211131_-2.6681705_0.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1234-0241/SDSSJ1234-0241_188.6361862_-2.68_3.png b/old_website/LDT_SN/20210321/SDSSJ1234-0241/SDSSJ1234-0241_188.6361862_-2.68_3.png new file mode 100644 index 0000000..0edf6bf Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1234-0241/SDSSJ1234-0241_188.6361862_-2.68_3.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1234-0241/SDSSJ1234-0241_full_image.png b/old_website/LDT_SN/20210321/SDSSJ1234-0241/SDSSJ1234-0241_full_image.png new file mode 100644 index 0000000..ccb9ff0 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1234-0241/SDSSJ1234-0241_full_image.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1250+0523/SDSSJ1250+0523.html b/old_website/LDT_SN/20210321/SDSSJ1250+0523/SDSSJ1250+0523.html new file mode 100644 index 0000000..5233cac --- /dev/null +++ b/old_website/LDT_SN/20210321/SDSSJ1250+0523/SDSSJ1250+0523.html @@ -0,0 +1,54 @@ + + + + SDSSJ1250+0523 + + +

SDSSJ1250+0523

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/20210321/SDSSJ1250+0523/SDSSJ1250+0523_192.5963033_5.3902345_10.png b/old_website/LDT_SN/20210321/SDSSJ1250+0523/SDSSJ1250+0523_192.5963033_5.3902345_10.png new file mode 100644 index 0000000..bd8cdac Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1250+0523/SDSSJ1250+0523_192.5963033_5.3902345_10.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1250+0523/SDSSJ1250+0523_192.5997932_5.3911718_9.png b/old_website/LDT_SN/20210321/SDSSJ1250+0523/SDSSJ1250+0523_192.5997932_5.3911718_9.png new file mode 100644 index 0000000..86a8100 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1250+0523/SDSSJ1250+0523_192.5997932_5.3911718_9.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1250+0523/SDSSJ1250+0523_192.600483_5.4182455_1.png b/old_website/LDT_SN/20210321/SDSSJ1250+0523/SDSSJ1250+0523_192.600483_5.4182455_1.png new file mode 100644 index 0000000..6e6ebd0 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1250+0523/SDSSJ1250+0523_192.600483_5.4182455_1.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1250+0523/SDSSJ1250+0523_192.6043796_5.3887647_11.png b/old_website/LDT_SN/20210321/SDSSJ1250+0523/SDSSJ1250+0523_192.6043796_5.3887647_11.png new file mode 100644 index 0000000..365786b Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1250+0523/SDSSJ1250+0523_192.6043796_5.3887647_11.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1250+0523/SDSSJ1250+0523_192.6058034_5.4083246_4.png b/old_website/LDT_SN/20210321/SDSSJ1250+0523/SDSSJ1250+0523_192.6058034_5.4083246_4.png new file mode 100644 index 0000000..a691571 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1250+0523/SDSSJ1250+0523_192.6058034_5.4083246_4.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1250+0523/SDSSJ1250+0523_192.6068475_5.4046422_6.png b/old_website/LDT_SN/20210321/SDSSJ1250+0523/SDSSJ1250+0523_192.6068475_5.4046422_6.png new file mode 100644 index 0000000..2dea01d Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1250+0523/SDSSJ1250+0523_192.6068475_5.4046422_6.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1250+0523/SDSSJ1250+0523_192.6105035_5.4131904_2.png b/old_website/LDT_SN/20210321/SDSSJ1250+0523/SDSSJ1250+0523_192.6105035_5.4131904_2.png new file mode 100644 index 0000000..bab3c86 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1250+0523/SDSSJ1250+0523_192.6105035_5.4131904_2.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1250+0523/SDSSJ1250+0523_192.6142622_5.410559_3.png b/old_website/LDT_SN/20210321/SDSSJ1250+0523/SDSSJ1250+0523_192.6142622_5.410559_3.png new file mode 100644 index 0000000..ca9e841 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1250+0523/SDSSJ1250+0523_192.6142622_5.410559_3.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1250+0523/SDSSJ1250+0523_192.6180663_5.3969779_7.png b/old_website/LDT_SN/20210321/SDSSJ1250+0523/SDSSJ1250+0523_192.6180663_5.3969779_7.png new file mode 100644 index 0000000..6efd015 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1250+0523/SDSSJ1250+0523_192.6180663_5.3969779_7.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1250+0523/SDSSJ1250+0523_192.6210064_5.3866082_12.png b/old_website/LDT_SN/20210321/SDSSJ1250+0523/SDSSJ1250+0523_192.6210064_5.3866082_12.png new file mode 100644 index 0000000..5016a1c Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1250+0523/SDSSJ1250+0523_192.6210064_5.3866082_12.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1250+0523/SDSSJ1250+0523_192.622404_5.3963448_8.png b/old_website/LDT_SN/20210321/SDSSJ1250+0523/SDSSJ1250+0523_192.622404_5.3963448_8.png new file mode 100644 index 0000000..7af6223 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1250+0523/SDSSJ1250+0523_192.622404_5.3963448_8.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1250+0523/SDSSJ1250+0523_192.628576_5.4069862_5.png b/old_website/LDT_SN/20210321/SDSSJ1250+0523/SDSSJ1250+0523_192.628576_5.4069862_5.png new file mode 100644 index 0000000..1d7f850 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1250+0523/SDSSJ1250+0523_192.628576_5.4069862_5.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1250+0523/SDSSJ1250+0523_192.6315579_5.3769926_13.png b/old_website/LDT_SN/20210321/SDSSJ1250+0523/SDSSJ1250+0523_192.6315579_5.3769926_13.png new file mode 100644 index 0000000..7f9fcde Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1250+0523/SDSSJ1250+0523_192.6315579_5.3769926_13.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1250+0523/SDSSJ1250+0523_192.6334905_5.3742872_0.png b/old_website/LDT_SN/20210321/SDSSJ1250+0523/SDSSJ1250+0523_192.6334905_5.3742872_0.png new file mode 100644 index 0000000..3e6bcc1 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1250+0523/SDSSJ1250+0523_192.6334905_5.3742872_0.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1250+0523/SDSSJ1250+0523_full_image.png b/old_website/LDT_SN/20210321/SDSSJ1250+0523/SDSSJ1250+0523_full_image.png new file mode 100644 index 0000000..158d703 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1250+0523/SDSSJ1250+0523_full_image.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1251-0208/SDSSJ1251-0208.html b/old_website/LDT_SN/20210321/SDSSJ1251-0208/SDSSJ1251-0208.html new file mode 100644 index 0000000..d360f00 --- /dev/null +++ b/old_website/LDT_SN/20210321/SDSSJ1251-0208/SDSSJ1251-0208.html @@ -0,0 +1,36 @@ + + + + SDSSJ1251-0208 + + +

SDSSJ1251-0208

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/20210321/SDSSJ1251-0208/SDSSJ1251-0208_192.876249_-2.1212274_1.png b/old_website/LDT_SN/20210321/SDSSJ1251-0208/SDSSJ1251-0208_192.876249_-2.1212274_1.png new file mode 100644 index 0000000..bb74229 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1251-0208/SDSSJ1251-0208_192.876249_-2.1212274_1.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1251-0208/SDSSJ1251-0208_192.8831907_-2.1402171_5.png b/old_website/LDT_SN/20210321/SDSSJ1251-0208/SDSSJ1251-0208_192.8831907_-2.1402171_5.png new file mode 100644 index 0000000..505b95a Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1251-0208/SDSSJ1251-0208_192.8831907_-2.1402171_5.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1251-0208/SDSSJ1251-0208_192.8847131_-2.1577851_0.png b/old_website/LDT_SN/20210321/SDSSJ1251-0208/SDSSJ1251-0208_192.8847131_-2.1577851_0.png new file mode 100644 index 0000000..9efe43b Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1251-0208/SDSSJ1251-0208_192.8847131_-2.1577851_0.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1251-0208/SDSSJ1251-0208_192.8880151_-2.1473287_6.png b/old_website/LDT_SN/20210321/SDSSJ1251-0208/SDSSJ1251-0208_192.8880151_-2.1473287_6.png new file mode 100644 index 0000000..9da527c Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1251-0208/SDSSJ1251-0208_192.8880151_-2.1473287_6.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1251-0208/SDSSJ1251-0208_192.8931595_-2.1254485_2.png b/old_website/LDT_SN/20210321/SDSSJ1251-0208/SDSSJ1251-0208_192.8931595_-2.1254485_2.png new file mode 100644 index 0000000..cd79281 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1251-0208/SDSSJ1251-0208_192.8931595_-2.1254485_2.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1251-0208/SDSSJ1251-0208_192.8976945_-2.1382871_4.png b/old_website/LDT_SN/20210321/SDSSJ1251-0208/SDSSJ1251-0208_192.8976945_-2.1382871_4.png new file mode 100644 index 0000000..383502c Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1251-0208/SDSSJ1251-0208_192.8976945_-2.1382871_4.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1251-0208/SDSSJ1251-0208_192.9007013_-2.131753_3.png b/old_website/LDT_SN/20210321/SDSSJ1251-0208/SDSSJ1251-0208_192.9007013_-2.131753_3.png new file mode 100644 index 0000000..435d181 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1251-0208/SDSSJ1251-0208_192.9007013_-2.131753_3.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1251-0208/SDSSJ1251-0208_192.9166314_-2.1490915_7.png b/old_website/LDT_SN/20210321/SDSSJ1251-0208/SDSSJ1251-0208_192.9166314_-2.1490915_7.png new file mode 100644 index 0000000..849c737 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1251-0208/SDSSJ1251-0208_192.9166314_-2.1490915_7.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1251-0208/SDSSJ1251-0208_full_image.png b/old_website/LDT_SN/20210321/SDSSJ1251-0208/SDSSJ1251-0208_full_image.png new file mode 100644 index 0000000..4073627 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1251-0208/SDSSJ1251-0208_full_image.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1319+1504/SDSSJ1319+1504.html b/old_website/LDT_SN/20210321/SDSSJ1319+1504/SDSSJ1319+1504.html new file mode 100644 index 0000000..d516e1a --- /dev/null +++ b/old_website/LDT_SN/20210321/SDSSJ1319+1504/SDSSJ1319+1504.html @@ -0,0 +1,33 @@ + + + + SDSSJ1319+1504 + + +

SDSSJ1319+1504

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/20210321/SDSSJ1319+1504/SDSSJ1319+1504_199.8754213_15.0576845_6.png b/old_website/LDT_SN/20210321/SDSSJ1319+1504/SDSSJ1319+1504_199.8754213_15.0576845_6.png new file mode 100644 index 0000000..4d19984 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1319+1504/SDSSJ1319+1504_199.8754213_15.0576845_6.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1319+1504/SDSSJ1319+1504_199.8832241_15.0584142_5.png b/old_website/LDT_SN/20210321/SDSSJ1319+1504/SDSSJ1319+1504_199.8832241_15.0584142_5.png new file mode 100644 index 0000000..567ee89 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1319+1504/SDSSJ1319+1504_199.8832241_15.0584142_5.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1319+1504/SDSSJ1319+1504_199.884661_15.0881303_0.png b/old_website/LDT_SN/20210321/SDSSJ1319+1504/SDSSJ1319+1504_199.884661_15.0881303_0.png new file mode 100644 index 0000000..d6d9136 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1319+1504/SDSSJ1319+1504_199.884661_15.0881303_0.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1319+1504/SDSSJ1319+1504_199.885139_15.0740828_4.png b/old_website/LDT_SN/20210321/SDSSJ1319+1504/SDSSJ1319+1504_199.885139_15.0740828_4.png new file mode 100644 index 0000000..b2e3446 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1319+1504/SDSSJ1319+1504_199.885139_15.0740828_4.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1319+1504/SDSSJ1319+1504_199.8973912_15.0759747_3.png b/old_website/LDT_SN/20210321/SDSSJ1319+1504/SDSSJ1319+1504_199.8973912_15.0759747_3.png new file mode 100644 index 0000000..553acb0 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1319+1504/SDSSJ1319+1504_199.8973912_15.0759747_3.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1319+1504/SDSSJ1319+1504_199.9001808_15.0850937_1.png b/old_website/LDT_SN/20210321/SDSSJ1319+1504/SDSSJ1319+1504_199.9001808_15.0850937_1.png new file mode 100644 index 0000000..689947d Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1319+1504/SDSSJ1319+1504_199.9001808_15.0850937_1.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1319+1504/SDSSJ1319+1504_199.9004265_15.0811489_2.png b/old_website/LDT_SN/20210321/SDSSJ1319+1504/SDSSJ1319+1504_199.9004265_15.0811489_2.png new file mode 100644 index 0000000..db12929 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1319+1504/SDSSJ1319+1504_199.9004265_15.0811489_2.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1319+1504/SDSSJ1319+1504_full_image.png b/old_website/LDT_SN/20210321/SDSSJ1319+1504/SDSSJ1319+1504_full_image.png new file mode 100644 index 0000000..0203599 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1319+1504/SDSSJ1319+1504_full_image.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1337+3620/SDSSJ1337+3620.html b/old_website/LDT_SN/20210321/SDSSJ1337+3620/SDSSJ1337+3620.html new file mode 100644 index 0000000..eec3ea9 --- /dev/null +++ b/old_website/LDT_SN/20210321/SDSSJ1337+3620/SDSSJ1337+3620.html @@ -0,0 +1,36 @@ + + + + SDSSJ1337+3620 + + +

SDSSJ1337+3620

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/20210321/SDSSJ1337+3620/SDSSJ1337+3620_204.4367651_36.3204071_6.png b/old_website/LDT_SN/20210321/SDSSJ1337+3620/SDSSJ1337+3620_204.4367651_36.3204071_6.png new file mode 100644 index 0000000..6d8418f Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1337+3620/SDSSJ1337+3620_204.4367651_36.3204071_6.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1337+3620/SDSSJ1337+3620_204.4432346_36.3580469_4.png b/old_website/LDT_SN/20210321/SDSSJ1337+3620/SDSSJ1337+3620_204.4432346_36.3580469_4.png new file mode 100644 index 0000000..ef1eaff Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1337+3620/SDSSJ1337+3620_204.4432346_36.3580469_4.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1337+3620/SDSSJ1337+3620_204.4452547_36.331085_3.png b/old_website/LDT_SN/20210321/SDSSJ1337+3620/SDSSJ1337+3620_204.4452547_36.331085_3.png new file mode 100644 index 0000000..3498a02 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1337+3620/SDSSJ1337+3620_204.4452547_36.331085_3.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1337+3620/SDSSJ1337+3620_204.4560142_36.3335043_2.png b/old_website/LDT_SN/20210321/SDSSJ1337+3620/SDSSJ1337+3620_204.4560142_36.3335043_2.png new file mode 100644 index 0000000..e0c3029 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1337+3620/SDSSJ1337+3620_204.4560142_36.3335043_2.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1337+3620/SDSSJ1337+3620_204.4723914_36.3500216_0.png b/old_website/LDT_SN/20210321/SDSSJ1337+3620/SDSSJ1337+3620_204.4723914_36.3500216_0.png new file mode 100644 index 0000000..d67f994 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1337+3620/SDSSJ1337+3620_204.4723914_36.3500216_0.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1337+3620/SDSSJ1337+3620_204.4763735_36.3223983_5.png b/old_website/LDT_SN/20210321/SDSSJ1337+3620/SDSSJ1337+3620_204.4763735_36.3223983_5.png new file mode 100644 index 0000000..63444c8 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1337+3620/SDSSJ1337+3620_204.4763735_36.3223983_5.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1337+3620/SDSSJ1337+3620_204.4780657_36.3165089_7.png b/old_website/LDT_SN/20210321/SDSSJ1337+3620/SDSSJ1337+3620_204.4780657_36.3165089_7.png new file mode 100644 index 0000000..1bcc330 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1337+3620/SDSSJ1337+3620_204.4780657_36.3165089_7.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1337+3620/SDSSJ1337+3620_204.4819582_36.3353567_1.png b/old_website/LDT_SN/20210321/SDSSJ1337+3620/SDSSJ1337+3620_204.4819582_36.3353567_1.png new file mode 100644 index 0000000..985e771 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1337+3620/SDSSJ1337+3620_204.4819582_36.3353567_1.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1337+3620/SDSSJ1337+3620_full_image.png b/old_website/LDT_SN/20210321/SDSSJ1337+3620/SDSSJ1337+3620_full_image.png new file mode 100644 index 0000000..16baa75 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1337+3620/SDSSJ1337+3620_full_image.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1349+3612/SDSSJ1349+3612.html b/old_website/LDT_SN/20210321/SDSSJ1349+3612/SDSSJ1349+3612.html new file mode 100644 index 0000000..6a0427e --- /dev/null +++ b/old_website/LDT_SN/20210321/SDSSJ1349+3612/SDSSJ1349+3612.html @@ -0,0 +1,39 @@ + + + + SDSSJ1349+3612 + + +

SDSSJ1349+3612

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/20210321/SDSSJ1349+3612/SDSSJ1349+3612_207.2667593_36.2102925_6.png b/old_website/LDT_SN/20210321/SDSSJ1349+3612/SDSSJ1349+3612_207.2667593_36.2102925_6.png new file mode 100644 index 0000000..06fe520 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1349+3612/SDSSJ1349+3612_207.2667593_36.2102925_6.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1349+3612/SDSSJ1349+3612_207.2680832_36.2249408_4.png b/old_website/LDT_SN/20210321/SDSSJ1349+3612/SDSSJ1349+3612_207.2680832_36.2249408_4.png new file mode 100644 index 0000000..4cebc87 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1349+3612/SDSSJ1349+3612_207.2680832_36.2249408_4.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1349+3612/SDSSJ1349+3612_207.2698454_36.1905973_7.png b/old_website/LDT_SN/20210321/SDSSJ1349+3612/SDSSJ1349+3612_207.2698454_36.1905973_7.png new file mode 100644 index 0000000..3763e1a Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1349+3612/SDSSJ1349+3612_207.2698454_36.1905973_7.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1349+3612/SDSSJ1349+3612_207.273864_36.2302881_1.png b/old_website/LDT_SN/20210321/SDSSJ1349+3612/SDSSJ1349+3612_207.273864_36.2302881_1.png new file mode 100644 index 0000000..8b14069 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1349+3612/SDSSJ1349+3612_207.273864_36.2302881_1.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1349+3612/SDSSJ1349+3612_207.2779484_36.1901005_8.png b/old_website/LDT_SN/20210321/SDSSJ1349+3612/SDSSJ1349+3612_207.2779484_36.1901005_8.png new file mode 100644 index 0000000..5a0fff6 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1349+3612/SDSSJ1349+3612_207.2779484_36.1901005_8.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1349+3612/SDSSJ1349+3612_207.2817586_36.232427_0.png b/old_website/LDT_SN/20210321/SDSSJ1349+3612/SDSSJ1349+3612_207.2817586_36.232427_0.png new file mode 100644 index 0000000..9e43bc8 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1349+3612/SDSSJ1349+3612_207.2817586_36.232427_0.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1349+3612/SDSSJ1349+3612_207.2947769_36.2132851_5.png b/old_website/LDT_SN/20210321/SDSSJ1349+3612/SDSSJ1349+3612_207.2947769_36.2132851_5.png new file mode 100644 index 0000000..319f142 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1349+3612/SDSSJ1349+3612_207.2947769_36.2132851_5.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1349+3612/SDSSJ1349+3612_207.3145362_36.2265379_2.png b/old_website/LDT_SN/20210321/SDSSJ1349+3612/SDSSJ1349+3612_207.3145362_36.2265379_2.png new file mode 100644 index 0000000..2408fb5 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1349+3612/SDSSJ1349+3612_207.3145362_36.2265379_2.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1349+3612/SDSSJ1349+3612_207.3220041_36.2266665_3.png b/old_website/LDT_SN/20210321/SDSSJ1349+3612/SDSSJ1349+3612_207.3220041_36.2266665_3.png new file mode 100644 index 0000000..766cbbb Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1349+3612/SDSSJ1349+3612_207.3220041_36.2266665_3.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1349+3612/SDSSJ1349+3612_full_image.png b/old_website/LDT_SN/20210321/SDSSJ1349+3612/SDSSJ1349+3612_full_image.png new file mode 100644 index 0000000..48f6c92 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1349+3612/SDSSJ1349+3612_full_image.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1352+3216/SDSSJ1352+3216.html b/old_website/LDT_SN/20210321/SDSSJ1352+3216/SDSSJ1352+3216.html new file mode 100644 index 0000000..1890235 --- /dev/null +++ b/old_website/LDT_SN/20210321/SDSSJ1352+3216/SDSSJ1352+3216.html @@ -0,0 +1,30 @@ + + + + SDSSJ1352+3216 + + +

SDSSJ1352+3216

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/20210321/SDSSJ1352+3216/SDSSJ1352+3216_208.0611181_32.2819916_3.png b/old_website/LDT_SN/20210321/SDSSJ1352+3216/SDSSJ1352+3216_208.0611181_32.2819916_3.png new file mode 100644 index 0000000..2ae828a Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1352+3216/SDSSJ1352+3216_208.0611181_32.2819916_3.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1352+3216/SDSSJ1352+3216_208.0681915_32.3006062_0.png b/old_website/LDT_SN/20210321/SDSSJ1352+3216/SDSSJ1352+3216_208.0681915_32.3006062_0.png new file mode 100644 index 0000000..fded914 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1352+3216/SDSSJ1352+3216_208.0681915_32.3006062_0.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1352+3216/SDSSJ1352+3216_208.0728076_32.2615801_5.png b/old_website/LDT_SN/20210321/SDSSJ1352+3216/SDSSJ1352+3216_208.0728076_32.2615801_5.png new file mode 100644 index 0000000..d9c4ab2 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1352+3216/SDSSJ1352+3216_208.0728076_32.2615801_5.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1352+3216/SDSSJ1352+3216_208.0881447_32.2790437_4.png b/old_website/LDT_SN/20210321/SDSSJ1352+3216/SDSSJ1352+3216_208.0881447_32.2790437_4.png new file mode 100644 index 0000000..38bfb84 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1352+3216/SDSSJ1352+3216_208.0881447_32.2790437_4.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1352+3216/SDSSJ1352+3216_208.1028428_32.2876278_2.png b/old_website/LDT_SN/20210321/SDSSJ1352+3216/SDSSJ1352+3216_208.1028428_32.2876278_2.png new file mode 100644 index 0000000..7045660 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1352+3216/SDSSJ1352+3216_208.1028428_32.2876278_2.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1352+3216/SDSSJ1352+3216_208.1044241_32.2906351_1.png b/old_website/LDT_SN/20210321/SDSSJ1352+3216/SDSSJ1352+3216_208.1044241_32.2906351_1.png new file mode 100644 index 0000000..5d6f992 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1352+3216/SDSSJ1352+3216_208.1044241_32.2906351_1.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1352+3216/SDSSJ1352+3216_full_image.png b/old_website/LDT_SN/20210321/SDSSJ1352+3216/SDSSJ1352+3216_full_image.png new file mode 100644 index 0000000..c41f7c8 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1352+3216/SDSSJ1352+3216_full_image.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1402+6321/SDSSJ1402+6321.html b/old_website/LDT_SN/20210321/SDSSJ1402+6321/SDSSJ1402+6321.html new file mode 100644 index 0000000..59b4753 --- /dev/null +++ b/old_website/LDT_SN/20210321/SDSSJ1402+6321/SDSSJ1402+6321.html @@ -0,0 +1,42 @@ + + + + SDSSJ1402+6321 + + +

SDSSJ1402+6321

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/20210321/SDSSJ1402+6321/SDSSJ1402+6321_210.5717174_63.3487643_7.png b/old_website/LDT_SN/20210321/SDSSJ1402+6321/SDSSJ1402+6321_210.5717174_63.3487643_7.png new file mode 100644 index 0000000..70347c2 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1402+6321/SDSSJ1402+6321_210.5717174_63.3487643_7.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1402+6321/SDSSJ1402+6321_210.586954_63.3368494_0.png b/old_website/LDT_SN/20210321/SDSSJ1402+6321/SDSSJ1402+6321_210.586954_63.3368494_0.png new file mode 100644 index 0000000..8e921e0 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1402+6321/SDSSJ1402+6321_210.586954_63.3368494_0.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1402+6321/SDSSJ1402+6321_210.590124_63.3536015_5.png b/old_website/LDT_SN/20210321/SDSSJ1402+6321/SDSSJ1402+6321_210.590124_63.3536015_5.png new file mode 100644 index 0000000..a29d91d Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1402+6321/SDSSJ1402+6321_210.590124_63.3536015_5.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1402+6321/SDSSJ1402+6321_210.6283483_63.3691398_1.png b/old_website/LDT_SN/20210321/SDSSJ1402+6321/SDSSJ1402+6321_210.6283483_63.3691398_1.png new file mode 100644 index 0000000..47ad9fe Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1402+6321/SDSSJ1402+6321_210.6283483_63.3691398_1.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1402+6321/SDSSJ1402+6321_210.6368596_63.3546647_3.png b/old_website/LDT_SN/20210321/SDSSJ1402+6321/SDSSJ1402+6321_210.6368596_63.3546647_3.png new file mode 100644 index 0000000..fa8d776 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1402+6321/SDSSJ1402+6321_210.6368596_63.3546647_3.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1402+6321/SDSSJ1402+6321_210.6537397_63.3433796_9.png b/old_website/LDT_SN/20210321/SDSSJ1402+6321/SDSSJ1402+6321_210.6537397_63.3433796_9.png new file mode 100644 index 0000000..bca83c2 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1402+6321/SDSSJ1402+6321_210.6537397_63.3433796_9.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1402+6321/SDSSJ1402+6321_210.6570252_63.3552926_4.png b/old_website/LDT_SN/20210321/SDSSJ1402+6321/SDSSJ1402+6321_210.6570252_63.3552926_4.png new file mode 100644 index 0000000..e743e4f Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1402+6321/SDSSJ1402+6321_210.6570252_63.3552926_4.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1402+6321/SDSSJ1402+6321_210.6577133_63.3654273_2.png b/old_website/LDT_SN/20210321/SDSSJ1402+6321/SDSSJ1402+6321_210.6577133_63.3654273_2.png new file mode 100644 index 0000000..f8a2d18 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1402+6321/SDSSJ1402+6321_210.6577133_63.3654273_2.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1402+6321/SDSSJ1402+6321_210.6650198_63.3485435_6.png b/old_website/LDT_SN/20210321/SDSSJ1402+6321/SDSSJ1402+6321_210.6650198_63.3485435_6.png new file mode 100644 index 0000000..3170f70 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1402+6321/SDSSJ1402+6321_210.6650198_63.3485435_6.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1402+6321/SDSSJ1402+6321_210.6716762_63.348776_8.png b/old_website/LDT_SN/20210321/SDSSJ1402+6321/SDSSJ1402+6321_210.6716762_63.348776_8.png new file mode 100644 index 0000000..99e9cc3 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1402+6321/SDSSJ1402+6321_210.6716762_63.348776_8.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1402+6321/SDSSJ1402+6321_full_image.png b/old_website/LDT_SN/20210321/SDSSJ1402+6321/SDSSJ1402+6321_full_image.png new file mode 100644 index 0000000..487763b Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1402+6321/SDSSJ1402+6321_full_image.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1416+5136/SDSSJ1416+5136.html b/old_website/LDT_SN/20210321/SDSSJ1416+5136/SDSSJ1416+5136.html new file mode 100644 index 0000000..e287248 --- /dev/null +++ b/old_website/LDT_SN/20210321/SDSSJ1416+5136/SDSSJ1416+5136.html @@ -0,0 +1,33 @@ + + + + SDSSJ1416+5136 + + +

SDSSJ1416+5136

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/20210321/SDSSJ1416+5136/SDSSJ1416+5136_214.0633128_51.5856676_0.png b/old_website/LDT_SN/20210321/SDSSJ1416+5136/SDSSJ1416+5136_214.0633128_51.5856676_0.png new file mode 100644 index 0000000..92ccb76 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1416+5136/SDSSJ1416+5136_214.0633128_51.5856676_0.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1416+5136/SDSSJ1416+5136_214.0786856_51.6258178_1.png b/old_website/LDT_SN/20210321/SDSSJ1416+5136/SDSSJ1416+5136_214.0786856_51.6258178_1.png new file mode 100644 index 0000000..60fdd5a Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1416+5136/SDSSJ1416+5136_214.0786856_51.6258178_1.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1416+5136/SDSSJ1416+5136_214.0926131_51.6198019_2.png b/old_website/LDT_SN/20210321/SDSSJ1416+5136/SDSSJ1416+5136_214.0926131_51.6198019_2.png new file mode 100644 index 0000000..b3da1f4 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1416+5136/SDSSJ1416+5136_214.0926131_51.6198019_2.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1416+5136/SDSSJ1416+5136_214.094725_51.5896977_6.png b/old_website/LDT_SN/20210321/SDSSJ1416+5136/SDSSJ1416+5136_214.094725_51.5896977_6.png new file mode 100644 index 0000000..5c019d5 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1416+5136/SDSSJ1416+5136_214.094725_51.5896977_6.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1416+5136/SDSSJ1416+5136_214.1026042_51.5983561_5.png b/old_website/LDT_SN/20210321/SDSSJ1416+5136/SDSSJ1416+5136_214.1026042_51.5983561_5.png new file mode 100644 index 0000000..a1f5c42 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1416+5136/SDSSJ1416+5136_214.1026042_51.5983561_5.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1416+5136/SDSSJ1416+5136_214.1168602_51.6295447_3.png b/old_website/LDT_SN/20210321/SDSSJ1416+5136/SDSSJ1416+5136_214.1168602_51.6295447_3.png new file mode 100644 index 0000000..645db74 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1416+5136/SDSSJ1416+5136_214.1168602_51.6295447_3.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1416+5136/SDSSJ1416+5136_214.1288458_51.6100327_4.png b/old_website/LDT_SN/20210321/SDSSJ1416+5136/SDSSJ1416+5136_214.1288458_51.6100327_4.png new file mode 100644 index 0000000..5b5c00f Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1416+5136/SDSSJ1416+5136_214.1288458_51.6100327_4.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1416+5136/SDSSJ1416+5136_full_image.png b/old_website/LDT_SN/20210321/SDSSJ1416+5136/SDSSJ1416+5136_full_image.png new file mode 100644 index 0000000..ff60846 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1416+5136/SDSSJ1416+5136_full_image.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1420+6019/SDSSJ1420+6019.html b/old_website/LDT_SN/20210321/SDSSJ1420+6019/SDSSJ1420+6019.html new file mode 100644 index 0000000..cbe5044 --- /dev/null +++ b/old_website/LDT_SN/20210321/SDSSJ1420+6019/SDSSJ1420+6019.html @@ -0,0 +1,42 @@ + + + + SDSSJ1420+6019 + + +

SDSSJ1420+6019

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/20210321/SDSSJ1420+6019/SDSSJ1420+6019_215.0289423_60.3268758_2.png b/old_website/LDT_SN/20210321/SDSSJ1420+6019/SDSSJ1420+6019_215.0289423_60.3268758_2.png new file mode 100644 index 0000000..de20e19 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1420+6019/SDSSJ1420+6019_215.0289423_60.3268758_2.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1420+6019/SDSSJ1420+6019_215.0357129_60.2983333_1.png b/old_website/LDT_SN/20210321/SDSSJ1420+6019/SDSSJ1420+6019_215.0357129_60.2983333_1.png new file mode 100644 index 0000000..3af3d2a Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1420+6019/SDSSJ1420+6019_215.0357129_60.2983333_1.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1420+6019/SDSSJ1420+6019_215.0372978_60.3257585_4.png b/old_website/LDT_SN/20210321/SDSSJ1420+6019/SDSSJ1420+6019_215.0372978_60.3257585_4.png new file mode 100644 index 0000000..5df7fba Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1420+6019/SDSSJ1420+6019_215.0372978_60.3257585_4.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1420+6019/SDSSJ1420+6019_215.0512705_60.3260864_3.png b/old_website/LDT_SN/20210321/SDSSJ1420+6019/SDSSJ1420+6019_215.0512705_60.3260864_3.png new file mode 100644 index 0000000..2524d67 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1420+6019/SDSSJ1420+6019_215.0512705_60.3260864_3.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1420+6019/SDSSJ1420+6019_215.0579135_60.31598_5.png b/old_website/LDT_SN/20210321/SDSSJ1420+6019/SDSSJ1420+6019_215.0579135_60.31598_5.png new file mode 100644 index 0000000..9c9cd90 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1420+6019/SDSSJ1420+6019_215.0579135_60.31598_5.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1420+6019/SDSSJ1420+6019_215.0621198_60.2997908_8.png b/old_website/LDT_SN/20210321/SDSSJ1420+6019/SDSSJ1420+6019_215.0621198_60.2997908_8.png new file mode 100644 index 0000000..975cd91 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1420+6019/SDSSJ1420+6019_215.0621198_60.2997908_8.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1420+6019/SDSSJ1420+6019_215.0661399_60.3206861_0.png b/old_website/LDT_SN/20210321/SDSSJ1420+6019/SDSSJ1420+6019_215.0661399_60.3206861_0.png new file mode 100644 index 0000000..02d3cc4 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1420+6019/SDSSJ1420+6019_215.0661399_60.3206861_0.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1420+6019/SDSSJ1420+6019_215.0821653_60.2982071_9.png b/old_website/LDT_SN/20210321/SDSSJ1420+6019/SDSSJ1420+6019_215.0821653_60.2982071_9.png new file mode 100644 index 0000000..7508c67 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1420+6019/SDSSJ1420+6019_215.0821653_60.2982071_9.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1420+6019/SDSSJ1420+6019_215.0906679_60.3022118_7.png b/old_website/LDT_SN/20210321/SDSSJ1420+6019/SDSSJ1420+6019_215.0906679_60.3022118_7.png new file mode 100644 index 0000000..c9f9c05 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1420+6019/SDSSJ1420+6019_215.0906679_60.3022118_7.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1420+6019/SDSSJ1420+6019_215.1035295_60.3048697_6.png b/old_website/LDT_SN/20210321/SDSSJ1420+6019/SDSSJ1420+6019_215.1035295_60.3048697_6.png new file mode 100644 index 0000000..ed50bf5 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1420+6019/SDSSJ1420+6019_215.1035295_60.3048697_6.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1420+6019/SDSSJ1420+6019_full_image.png b/old_website/LDT_SN/20210321/SDSSJ1420+6019/SDSSJ1420+6019_full_image.png new file mode 100644 index 0000000..6139012 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1420+6019/SDSSJ1420+6019_full_image.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1430+4105/SDSSJ1430+4105.html b/old_website/LDT_SN/20210321/SDSSJ1430+4105/SDSSJ1430+4105.html new file mode 100644 index 0000000..0d741c8 --- /dev/null +++ b/old_website/LDT_SN/20210321/SDSSJ1430+4105/SDSSJ1430+4105.html @@ -0,0 +1,42 @@ + + + + SDSSJ1430+4105 + + +

SDSSJ1430+4105

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/20210321/SDSSJ1430+4105/SDSSJ1430+4105_217.4897428_41.0830132_0.png b/old_website/LDT_SN/20210321/SDSSJ1430+4105/SDSSJ1430+4105_217.4897428_41.0830132_0.png new file mode 100644 index 0000000..02889fb Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1430+4105/SDSSJ1430+4105_217.4897428_41.0830132_0.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1430+4105/SDSSJ1430+4105_217.4947264_41.104653_5.png b/old_website/LDT_SN/20210321/SDSSJ1430+4105/SDSSJ1430+4105_217.4947264_41.104653_5.png new file mode 100644 index 0000000..d21f24d Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1430+4105/SDSSJ1430+4105_217.4947264_41.104653_5.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1430+4105/SDSSJ1430+4105_217.4947689_41.0764565_2.png b/old_website/LDT_SN/20210321/SDSSJ1430+4105/SDSSJ1430+4105_217.4947689_41.0764565_2.png new file mode 100644 index 0000000..6b5dc6a Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1430+4105/SDSSJ1430+4105_217.4947689_41.0764565_2.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1430+4105/SDSSJ1430+4105_217.4985264_41.1174269_4.png b/old_website/LDT_SN/20210321/SDSSJ1430+4105/SDSSJ1430+4105_217.4985264_41.1174269_4.png new file mode 100644 index 0000000..7fbac77 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1430+4105/SDSSJ1430+4105_217.4985264_41.1174269_4.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1430+4105/SDSSJ1430+4105_217.5003782_41.0816324_9.png b/old_website/LDT_SN/20210321/SDSSJ1430+4105/SDSSJ1430+4105_217.5003782_41.0816324_9.png new file mode 100644 index 0000000..25c178e Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1430+4105/SDSSJ1430+4105_217.5003782_41.0816324_9.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1430+4105/SDSSJ1430+4105_217.5016019_41.0999909_7.png b/old_website/LDT_SN/20210321/SDSSJ1430+4105/SDSSJ1430+4105_217.5016019_41.0999909_7.png new file mode 100644 index 0000000..788cccb Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1430+4105/SDSSJ1430+4105_217.5016019_41.0999909_7.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1430+4105/SDSSJ1430+4105_217.5052213_41.0784217_1.png b/old_website/LDT_SN/20210321/SDSSJ1430+4105/SDSSJ1430+4105_217.5052213_41.0784217_1.png new file mode 100644 index 0000000..57a6ec4 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1430+4105/SDSSJ1430+4105_217.5052213_41.0784217_1.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1430+4105/SDSSJ1430+4105_217.5205102_41.1011781_6.png b/old_website/LDT_SN/20210321/SDSSJ1430+4105/SDSSJ1430+4105_217.5205102_41.1011781_6.png new file mode 100644 index 0000000..ed2f5b5 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1430+4105/SDSSJ1430+4105_217.5205102_41.1011781_6.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1430+4105/SDSSJ1430+4105_217.5389659_41.0826662_8.png b/old_website/LDT_SN/20210321/SDSSJ1430+4105/SDSSJ1430+4105_217.5389659_41.0826662_8.png new file mode 100644 index 0000000..6da7e6f Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1430+4105/SDSSJ1430+4105_217.5389659_41.0826662_8.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1430+4105/SDSSJ1430+4105_217.5437164_41.0755513_3.png b/old_website/LDT_SN/20210321/SDSSJ1430+4105/SDSSJ1430+4105_217.5437164_41.0755513_3.png new file mode 100644 index 0000000..22ab52b Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1430+4105/SDSSJ1430+4105_217.5437164_41.0755513_3.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1430+4105/SDSSJ1430+4105_full_image.png b/old_website/LDT_SN/20210321/SDSSJ1430+4105/SDSSJ1430+4105_full_image.png new file mode 100644 index 0000000..6eba044 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1430+4105/SDSSJ1430+4105_full_image.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1432+6317/SDSSJ1432+6317.html b/old_website/LDT_SN/20210321/SDSSJ1432+6317/SDSSJ1432+6317.html new file mode 100644 index 0000000..9416c65 --- /dev/null +++ b/old_website/LDT_SN/20210321/SDSSJ1432+6317/SDSSJ1432+6317.html @@ -0,0 +1,78 @@ + + + + SDSSJ1432+6317 + + +

SDSSJ1432+6317

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/20210321/SDSSJ1432+6317/SDSSJ1432+6317_218.0074725_63.2944188_10.png b/old_website/LDT_SN/20210321/SDSSJ1432+6317/SDSSJ1432+6317_218.0074725_63.2944188_10.png new file mode 100644 index 0000000..bd29eec Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1432+6317/SDSSJ1432+6317_218.0074725_63.2944188_10.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1432+6317/SDSSJ1432+6317_218.0086031_63.3001023_6.png b/old_website/LDT_SN/20210321/SDSSJ1432+6317/SDSSJ1432+6317_218.0086031_63.3001023_6.png new file mode 100644 index 0000000..1c8b56e Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1432+6317/SDSSJ1432+6317_218.0086031_63.3001023_6.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1432+6317/SDSSJ1432+6317_218.0094369_63.2704898_16.png b/old_website/LDT_SN/20210321/SDSSJ1432+6317/SDSSJ1432+6317_218.0094369_63.2704898_16.png new file mode 100644 index 0000000..cc12bd3 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1432+6317/SDSSJ1432+6317_218.0094369_63.2704898_16.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1432+6317/SDSSJ1432+6317_218.0146368_63.2865343_13.png b/old_website/LDT_SN/20210321/SDSSJ1432+6317/SDSSJ1432+6317_218.0146368_63.2865343_13.png new file mode 100644 index 0000000..07fac7a Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1432+6317/SDSSJ1432+6317_218.0146368_63.2865343_13.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1432+6317/SDSSJ1432+6317_218.0191618_63.2691412_18.png b/old_website/LDT_SN/20210321/SDSSJ1432+6317/SDSSJ1432+6317_218.0191618_63.2691412_18.png new file mode 100644 index 0000000..acb263e Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1432+6317/SDSSJ1432+6317_218.0191618_63.2691412_18.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1432+6317/SDSSJ1432+6317_218.0201559_63.2684022_21.png b/old_website/LDT_SN/20210321/SDSSJ1432+6317/SDSSJ1432+6317_218.0201559_63.2684022_21.png new file mode 100644 index 0000000..bf1f0b8 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1432+6317/SDSSJ1432+6317_218.0201559_63.2684022_21.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1432+6317/SDSSJ1432+6317_218.0226068_63.2686832_19.png b/old_website/LDT_SN/20210321/SDSSJ1432+6317/SDSSJ1432+6317_218.0226068_63.2686832_19.png new file mode 100644 index 0000000..43f362a Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1432+6317/SDSSJ1432+6317_218.0226068_63.2686832_19.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1432+6317/SDSSJ1432+6317_218.0253073_63.2907623_12.png b/old_website/LDT_SN/20210321/SDSSJ1432+6317/SDSSJ1432+6317_218.0253073_63.2907623_12.png new file mode 100644 index 0000000..1b0986a Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1432+6317/SDSSJ1432+6317_218.0253073_63.2907623_12.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1432+6317/SDSSJ1432+6317_218.0320604_63.2620512_1.png b/old_website/LDT_SN/20210321/SDSSJ1432+6317/SDSSJ1432+6317_218.0320604_63.2620512_1.png new file mode 100644 index 0000000..5daa106 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1432+6317/SDSSJ1432+6317_218.0320604_63.2620512_1.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1432+6317/SDSSJ1432+6317_218.0391616_63.2768552_15.png b/old_website/LDT_SN/20210321/SDSSJ1432+6317/SDSSJ1432+6317_218.0391616_63.2768552_15.png new file mode 100644 index 0000000..c46d7d1 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1432+6317/SDSSJ1432+6317_218.0391616_63.2768552_15.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1432+6317/SDSSJ1432+6317_218.0563137_63.294248_9.png b/old_website/LDT_SN/20210321/SDSSJ1432+6317/SDSSJ1432+6317_218.0563137_63.294248_9.png new file mode 100644 index 0000000..db251d6 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1432+6317/SDSSJ1432+6317_218.0563137_63.294248_9.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1432+6317/SDSSJ1432+6317_218.0642911_63.2790654_14.png b/old_website/LDT_SN/20210321/SDSSJ1432+6317/SDSSJ1432+6317_218.0642911_63.2790654_14.png new file mode 100644 index 0000000..b107333 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1432+6317/SDSSJ1432+6317_218.0642911_63.2790654_14.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1432+6317/SDSSJ1432+6317_218.0653013_63.2684815_20.png b/old_website/LDT_SN/20210321/SDSSJ1432+6317/SDSSJ1432+6317_218.0653013_63.2684815_20.png new file mode 100644 index 0000000..f38fef1 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1432+6317/SDSSJ1432+6317_218.0653013_63.2684815_20.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1432+6317/SDSSJ1432+6317_218.0698119_63.3059271_3.png b/old_website/LDT_SN/20210321/SDSSJ1432+6317/SDSSJ1432+6317_218.0698119_63.3059271_3.png new file mode 100644 index 0000000..1411b14 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1432+6317/SDSSJ1432+6317_218.0698119_63.3059271_3.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1432+6317/SDSSJ1432+6317_218.0736878_63.2705329_17.png b/old_website/LDT_SN/20210321/SDSSJ1432+6317/SDSSJ1432+6317_218.0736878_63.2705329_17.png new file mode 100644 index 0000000..69bc2fb Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1432+6317/SDSSJ1432+6317_218.0736878_63.2705329_17.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1432+6317/SDSSJ1432+6317_218.0788474_63.2601047_2.png b/old_website/LDT_SN/20210321/SDSSJ1432+6317/SDSSJ1432+6317_218.0788474_63.2601047_2.png new file mode 100644 index 0000000..427a45f Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1432+6317/SDSSJ1432+6317_218.0788474_63.2601047_2.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1432+6317/SDSSJ1432+6317_218.0808717_63.2999405_7.png b/old_website/LDT_SN/20210321/SDSSJ1432+6317/SDSSJ1432+6317_218.0808717_63.2999405_7.png new file mode 100644 index 0000000..3eb6287 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1432+6317/SDSSJ1432+6317_218.0808717_63.2999405_7.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1432+6317/SDSSJ1432+6317_218.0850872_63.2917791_11.png b/old_website/LDT_SN/20210321/SDSSJ1432+6317/SDSSJ1432+6317_218.0850872_63.2917791_11.png new file mode 100644 index 0000000..bbbb028 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1432+6317/SDSSJ1432+6317_218.0850872_63.2917791_11.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1432+6317/SDSSJ1432+6317_218.0891185_63.2974603_8.png b/old_website/LDT_SN/20210321/SDSSJ1432+6317/SDSSJ1432+6317_218.0891185_63.2974603_8.png new file mode 100644 index 0000000..5a23cb9 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1432+6317/SDSSJ1432+6317_218.0891185_63.2974603_8.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1432+6317/SDSSJ1432+6317_218.0920744_63.3023759_4.png b/old_website/LDT_SN/20210321/SDSSJ1432+6317/SDSSJ1432+6317_218.0920744_63.3023759_4.png new file mode 100644 index 0000000..2a15016 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1432+6317/SDSSJ1432+6317_218.0920744_63.3023759_4.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1432+6317/SDSSJ1432+6317_218.0957776_63.2629152_0.png b/old_website/LDT_SN/20210321/SDSSJ1432+6317/SDSSJ1432+6317_218.0957776_63.2629152_0.png new file mode 100644 index 0000000..e0aa409 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1432+6317/SDSSJ1432+6317_218.0957776_63.2629152_0.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1432+6317/SDSSJ1432+6317_218.1019604_63.3010649_5.png b/old_website/LDT_SN/20210321/SDSSJ1432+6317/SDSSJ1432+6317_218.1019604_63.3010649_5.png new file mode 100644 index 0000000..f72f8a7 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1432+6317/SDSSJ1432+6317_218.1019604_63.3010649_5.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1432+6317/SDSSJ1432+6317_full_image.png b/old_website/LDT_SN/20210321/SDSSJ1432+6317/SDSSJ1432+6317_full_image.png new file mode 100644 index 0000000..cdbf8d5 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1432+6317/SDSSJ1432+6317_full_image.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1436+3640/SDSSJ1436+3640.html b/old_website/LDT_SN/20210321/SDSSJ1436+3640/SDSSJ1436+3640.html new file mode 100644 index 0000000..e10b720 --- /dev/null +++ b/old_website/LDT_SN/20210321/SDSSJ1436+3640/SDSSJ1436+3640.html @@ -0,0 +1,24 @@ + + + + SDSSJ1436+3640 + + +

SDSSJ1436+3640

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/20210321/SDSSJ1436+3640/SDSSJ1436+3640_218.9974998_36.6785477_2.png b/old_website/LDT_SN/20210321/SDSSJ1436+3640/SDSSJ1436+3640_218.9974998_36.6785477_2.png new file mode 100644 index 0000000..461934c Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1436+3640/SDSSJ1436+3640_218.9974998_36.6785477_2.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1436+3640/SDSSJ1436+3640_219.0012392_36.6570004_0.png b/old_website/LDT_SN/20210321/SDSSJ1436+3640/SDSSJ1436+3640_219.0012392_36.6570004_0.png new file mode 100644 index 0000000..b973281 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1436+3640/SDSSJ1436+3640_219.0012392_36.6570004_0.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1436+3640/SDSSJ1436+3640_219.0145285_36.672282_3.png b/old_website/LDT_SN/20210321/SDSSJ1436+3640/SDSSJ1436+3640_219.0145285_36.672282_3.png new file mode 100644 index 0000000..1f3d6e8 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1436+3640/SDSSJ1436+3640_219.0145285_36.672282_3.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1436+3640/SDSSJ1436+3640_219.0457446_36.6919036_1.png b/old_website/LDT_SN/20210321/SDSSJ1436+3640/SDSSJ1436+3640_219.0457446_36.6919036_1.png new file mode 100644 index 0000000..01bb1df Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1436+3640/SDSSJ1436+3640_219.0457446_36.6919036_1.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1436+3640/SDSSJ1436+3640_full_image.png b/old_website/LDT_SN/20210321/SDSSJ1436+3640/SDSSJ1436+3640_full_image.png new file mode 100644 index 0000000..c231bf6 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1436+3640/SDSSJ1436+3640_full_image.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1450+3908/SDSSJ1450+3908.html b/old_website/LDT_SN/20210321/SDSSJ1450+3908/SDSSJ1450+3908.html new file mode 100644 index 0000000..2b6a5bc --- /dev/null +++ b/old_website/LDT_SN/20210321/SDSSJ1450+3908/SDSSJ1450+3908.html @@ -0,0 +1,12 @@ + + + + SDSSJ1450+3908 + + +

SDSSJ1450+3908

+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/20210321/SDSSJ1450+3908/SDSSJ1450+3908_full_image.png b/old_website/LDT_SN/20210321/SDSSJ1450+3908/SDSSJ1450+3908_full_image.png new file mode 100644 index 0000000..f3fb288 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1450+3908/SDSSJ1450+3908_full_image.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1452+33233/SDSSJ1452+33233.html b/old_website/LDT_SN/20210321/SDSSJ1452+33233/SDSSJ1452+33233.html new file mode 100644 index 0000000..8ac0543 --- /dev/null +++ b/old_website/LDT_SN/20210321/SDSSJ1452+33233/SDSSJ1452+33233.html @@ -0,0 +1,45 @@ + + + + SDSSJ1452+33233 + + +

SDSSJ1452+33233

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/20210321/SDSSJ1452+33233/SDSSJ1452+33233_223.2210625_33.3899744_8.png b/old_website/LDT_SN/20210321/SDSSJ1452+33233/SDSSJ1452+33233_223.2210625_33.3899744_8.png new file mode 100644 index 0000000..3de5f6b Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1452+33233/SDSSJ1452+33233_223.2210625_33.3899744_8.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1452+33233/SDSSJ1452+33233_223.2240689_33.3742803_1.png b/old_website/LDT_SN/20210321/SDSSJ1452+33233/SDSSJ1452+33233_223.2240689_33.3742803_1.png new file mode 100644 index 0000000..1c96934 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1452+33233/SDSSJ1452+33233_223.2240689_33.3742803_1.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1452+33233/SDSSJ1452+33233_223.2352778_33.394688_7.png b/old_website/LDT_SN/20210321/SDSSJ1452+33233/SDSSJ1452+33233_223.2352778_33.394688_7.png new file mode 100644 index 0000000..12acfbe Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1452+33233/SDSSJ1452+33233_223.2352778_33.394688_7.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1452+33233/SDSSJ1452+33233_223.2420565_33.4088667_3.png b/old_website/LDT_SN/20210321/SDSSJ1452+33233/SDSSJ1452+33233_223.2420565_33.4088667_3.png new file mode 100644 index 0000000..280ff6a Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1452+33233/SDSSJ1452+33233_223.2420565_33.4088667_3.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1452+33233/SDSSJ1452+33233_223.2449753_33.3877224_9.png b/old_website/LDT_SN/20210321/SDSSJ1452+33233/SDSSJ1452+33233_223.2449753_33.3877224_9.png new file mode 100644 index 0000000..d05b6aa Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1452+33233/SDSSJ1452+33233_223.2449753_33.3877224_9.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1452+33233/SDSSJ1452+33233_223.254445_33.3845956_10.png b/old_website/LDT_SN/20210321/SDSSJ1452+33233/SDSSJ1452+33233_223.254445_33.3845956_10.png new file mode 100644 index 0000000..670add2 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1452+33233/SDSSJ1452+33233_223.254445_33.3845956_10.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1452+33233/SDSSJ1452+33233_223.2569828_33.4118364_2.png b/old_website/LDT_SN/20210321/SDSSJ1452+33233/SDSSJ1452+33233_223.2569828_33.4118364_2.png new file mode 100644 index 0000000..9f4117e Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1452+33233/SDSSJ1452+33233_223.2569828_33.4118364_2.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1452+33233/SDSSJ1452+33233_223.2608435_33.407331_4.png b/old_website/LDT_SN/20210321/SDSSJ1452+33233/SDSSJ1452+33233_223.2608435_33.407331_4.png new file mode 100644 index 0000000..3f75a85 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1452+33233/SDSSJ1452+33233_223.2608435_33.407331_4.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1452+33233/SDSSJ1452+33233_223.264141_33.3902834_0.png b/old_website/LDT_SN/20210321/SDSSJ1452+33233/SDSSJ1452+33233_223.264141_33.3902834_0.png new file mode 100644 index 0000000..95052ec Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1452+33233/SDSSJ1452+33233_223.264141_33.3902834_0.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1452+33233/SDSSJ1452+33233_223.2694098_33.406341_5.png b/old_website/LDT_SN/20210321/SDSSJ1452+33233/SDSSJ1452+33233_223.2694098_33.406341_5.png new file mode 100644 index 0000000..62d9c1f Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1452+33233/SDSSJ1452+33233_223.2694098_33.406341_5.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1452+33233/SDSSJ1452+33233_223.2720796_33.4009161_6.png b/old_website/LDT_SN/20210321/SDSSJ1452+33233/SDSSJ1452+33233_223.2720796_33.4009161_6.png new file mode 100644 index 0000000..a7ef239 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1452+33233/SDSSJ1452+33233_223.2720796_33.4009161_6.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1452+33233/SDSSJ1452+33233_full_image.png b/old_website/LDT_SN/20210321/SDSSJ1452+33233/SDSSJ1452+33233_full_image.png new file mode 100644 index 0000000..b6fbf78 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1452+33233/SDSSJ1452+33233_full_image.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1456+5702/SDSSJ1456+5702.html b/old_website/LDT_SN/20210321/SDSSJ1456+5702/SDSSJ1456+5702.html new file mode 100644 index 0000000..73f9f21 --- /dev/null +++ b/old_website/LDT_SN/20210321/SDSSJ1456+5702/SDSSJ1456+5702.html @@ -0,0 +1,84 @@ + + + + SDSSJ1456+5702 + + +

SDSSJ1456+5702

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/20210321/SDSSJ1456+5702/SDSSJ1456+5702_223.9593222_57.0162288_0.png b/old_website/LDT_SN/20210321/SDSSJ1456+5702/SDSSJ1456+5702_223.9593222_57.0162288_0.png new file mode 100644 index 0000000..5694e98 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1456+5702/SDSSJ1456+5702_223.9593222_57.0162288_0.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1456+5702/SDSSJ1456+5702_223.9642964_57.0379578_17.png b/old_website/LDT_SN/20210321/SDSSJ1456+5702/SDSSJ1456+5702_223.9642964_57.0379578_17.png new file mode 100644 index 0000000..1cba09d Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1456+5702/SDSSJ1456+5702_223.9642964_57.0379578_17.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1456+5702/SDSSJ1456+5702_223.9706456_57.018409_3.png b/old_website/LDT_SN/20210321/SDSSJ1456+5702/SDSSJ1456+5702_223.9706456_57.018409_3.png new file mode 100644 index 0000000..567a9e3 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1456+5702/SDSSJ1456+5702_223.9706456_57.018409_3.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1456+5702/SDSSJ1456+5702_223.9749181_57.0577614_6.png b/old_website/LDT_SN/20210321/SDSSJ1456+5702/SDSSJ1456+5702_223.9749181_57.0577614_6.png new file mode 100644 index 0000000..200a1de Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1456+5702/SDSSJ1456+5702_223.9749181_57.0577614_6.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1456+5702/SDSSJ1456+5702_223.9785725_57.0291983_22.png b/old_website/LDT_SN/20210321/SDSSJ1456+5702/SDSSJ1456+5702_223.9785725_57.0291983_22.png new file mode 100644 index 0000000..995b718 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1456+5702/SDSSJ1456+5702_223.9785725_57.0291983_22.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1456+5702/SDSSJ1456+5702_223.9801822_57.0166152_2.png b/old_website/LDT_SN/20210321/SDSSJ1456+5702/SDSSJ1456+5702_223.9801822_57.0166152_2.png new file mode 100644 index 0000000..2089941 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1456+5702/SDSSJ1456+5702_223.9801822_57.0166152_2.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1456+5702/SDSSJ1456+5702_223.9805225_57.0179757_1.png b/old_website/LDT_SN/20210321/SDSSJ1456+5702/SDSSJ1456+5702_223.9805225_57.0179757_1.png new file mode 100644 index 0000000..fc3728a Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1456+5702/SDSSJ1456+5702_223.9805225_57.0179757_1.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1456+5702/SDSSJ1456+5702_223.981122_57.0579732_7.png b/old_website/LDT_SN/20210321/SDSSJ1456+5702/SDSSJ1456+5702_223.981122_57.0579732_7.png new file mode 100644 index 0000000..b2f435b Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1456+5702/SDSSJ1456+5702_223.981122_57.0579732_7.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1456+5702/SDSSJ1456+5702_223.9815659_57.0537906_11.png b/old_website/LDT_SN/20210321/SDSSJ1456+5702/SDSSJ1456+5702_223.9815659_57.0537906_11.png new file mode 100644 index 0000000..ad44410 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1456+5702/SDSSJ1456+5702_223.9815659_57.0537906_11.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1456+5702/SDSSJ1456+5702_223.9832959_57.0293278_21.png b/old_website/LDT_SN/20210321/SDSSJ1456+5702/SDSSJ1456+5702_223.9832959_57.0293278_21.png new file mode 100644 index 0000000..ccb06e1 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1456+5702/SDSSJ1456+5702_223.9832959_57.0293278_21.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1456+5702/SDSSJ1456+5702_223.9870329_57.0329401_19.png b/old_website/LDT_SN/20210321/SDSSJ1456+5702/SDSSJ1456+5702_223.9870329_57.0329401_19.png new file mode 100644 index 0000000..48f5f9f Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1456+5702/SDSSJ1456+5702_223.9870329_57.0329401_19.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1456+5702/SDSSJ1456+5702_223.9968236_57.0455692_15.png b/old_website/LDT_SN/20210321/SDSSJ1456+5702/SDSSJ1456+5702_223.9968236_57.0455692_15.png new file mode 100644 index 0000000..ff99730 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1456+5702/SDSSJ1456+5702_223.9968236_57.0455692_15.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1456+5702/SDSSJ1456+5702_223.9981854_57.0560373_9.png b/old_website/LDT_SN/20210321/SDSSJ1456+5702/SDSSJ1456+5702_223.9981854_57.0560373_9.png new file mode 100644 index 0000000..b9c4508 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1456+5702/SDSSJ1456+5702_223.9981854_57.0560373_9.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1456+5702/SDSSJ1456+5702_223.9990624_57.0533867_12.png b/old_website/LDT_SN/20210321/SDSSJ1456+5702/SDSSJ1456+5702_223.9990624_57.0533867_12.png new file mode 100644 index 0000000..2742661 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1456+5702/SDSSJ1456+5702_223.9990624_57.0533867_12.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1456+5702/SDSSJ1456+5702_223.9994376_57.0386483_16.png b/old_website/LDT_SN/20210321/SDSSJ1456+5702/SDSSJ1456+5702_223.9994376_57.0386483_16.png new file mode 100644 index 0000000..2bc02e9 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1456+5702/SDSSJ1456+5702_223.9994376_57.0386483_16.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1456+5702/SDSSJ1456+5702_224.0046366_57.0510447_14.png b/old_website/LDT_SN/20210321/SDSSJ1456+5702/SDSSJ1456+5702_224.0046366_57.0510447_14.png new file mode 100644 index 0000000..c0c968b Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1456+5702/SDSSJ1456+5702_224.0046366_57.0510447_14.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1456+5702/SDSSJ1456+5702_224.0068539_57.0625849_4.png b/old_website/LDT_SN/20210321/SDSSJ1456+5702/SDSSJ1456+5702_224.0068539_57.0625849_4.png new file mode 100644 index 0000000..e030a1b Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1456+5702/SDSSJ1456+5702_224.0068539_57.0625849_4.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1456+5702/SDSSJ1456+5702_224.0102941_57.0554498_10.png b/old_website/LDT_SN/20210321/SDSSJ1456+5702/SDSSJ1456+5702_224.0102941_57.0554498_10.png new file mode 100644 index 0000000..fb1eae4 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1456+5702/SDSSJ1456+5702_224.0102941_57.0554498_10.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1456+5702/SDSSJ1456+5702_224.0138828_57.0514681_13.png b/old_website/LDT_SN/20210321/SDSSJ1456+5702/SDSSJ1456+5702_224.0138828_57.0514681_13.png new file mode 100644 index 0000000..9c0d466 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1456+5702/SDSSJ1456+5702_224.0138828_57.0514681_13.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1456+5702/SDSSJ1456+5702_224.0234163_57.0589509_5.png b/old_website/LDT_SN/20210321/SDSSJ1456+5702/SDSSJ1456+5702_224.0234163_57.0589509_5.png new file mode 100644 index 0000000..5171c7b Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1456+5702/SDSSJ1456+5702_224.0234163_57.0589509_5.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1456+5702/SDSSJ1456+5702_224.0293302_57.0353826_18.png b/old_website/LDT_SN/20210321/SDSSJ1456+5702/SDSSJ1456+5702_224.0293302_57.0353826_18.png new file mode 100644 index 0000000..c171a73 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1456+5702/SDSSJ1456+5702_224.0293302_57.0353826_18.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1456+5702/SDSSJ1456+5702_224.0367279_57.0317221_20.png b/old_website/LDT_SN/20210321/SDSSJ1456+5702/SDSSJ1456+5702_224.0367279_57.0317221_20.png new file mode 100644 index 0000000..b9fbb39 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1456+5702/SDSSJ1456+5702_224.0367279_57.0317221_20.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1456+5702/SDSSJ1456+5702_224.0387517_57.0561368_8.png b/old_website/LDT_SN/20210321/SDSSJ1456+5702/SDSSJ1456+5702_224.0387517_57.0561368_8.png new file mode 100644 index 0000000..77537ad Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1456+5702/SDSSJ1456+5702_224.0387517_57.0561368_8.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1456+5702/SDSSJ1456+5702_224.0467125_57.0239572_23.png b/old_website/LDT_SN/20210321/SDSSJ1456+5702/SDSSJ1456+5702_224.0467125_57.0239572_23.png new file mode 100644 index 0000000..8196ef6 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1456+5702/SDSSJ1456+5702_224.0467125_57.0239572_23.png differ diff --git a/old_website/LDT_SN/20210321/SDSSJ1456+5702/SDSSJ1456+5702_full_image.png b/old_website/LDT_SN/20210321/SDSSJ1456+5702/SDSSJ1456+5702_full_image.png new file mode 100644 index 0000000..265c420 Binary files /dev/null and b/old_website/LDT_SN/20210321/SDSSJ1456+5702/SDSSJ1456+5702_full_image.png differ diff --git a/old_website/LDT_SN/20210321/SL2SJ142031+525/SL2SJ142031+525.html b/old_website/LDT_SN/20210321/SL2SJ142031+525/SL2SJ142031+525.html new file mode 100644 index 0000000..fd46c31 --- /dev/null +++ b/old_website/LDT_SN/20210321/SL2SJ142031+525/SL2SJ142031+525.html @@ -0,0 +1,39 @@ + + + + SL2SJ142031+525 + + +

SL2SJ142031+525

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/20210321/SL2SJ142031+525/SL2SJ142031+525_215.102648_52.9502232_0.png b/old_website/LDT_SN/20210321/SL2SJ142031+525/SL2SJ142031+525_215.102648_52.9502232_0.png new file mode 100644 index 0000000..25160e0 Binary files /dev/null and b/old_website/LDT_SN/20210321/SL2SJ142031+525/SL2SJ142031+525_215.102648_52.9502232_0.png differ diff --git a/old_website/LDT_SN/20210321/SL2SJ142031+525/SL2SJ142031+525_215.1104213_52.9550275_6.png b/old_website/LDT_SN/20210321/SL2SJ142031+525/SL2SJ142031+525_215.1104213_52.9550275_6.png new file mode 100644 index 0000000..76c240c Binary files /dev/null and b/old_website/LDT_SN/20210321/SL2SJ142031+525/SL2SJ142031+525_215.1104213_52.9550275_6.png differ diff --git a/old_website/LDT_SN/20210321/SL2SJ142031+525/SL2SJ142031+525_215.1128088_52.9840616_3.png b/old_website/LDT_SN/20210321/SL2SJ142031+525/SL2SJ142031+525_215.1128088_52.9840616_3.png new file mode 100644 index 0000000..1e53ad0 Binary files /dev/null and b/old_website/LDT_SN/20210321/SL2SJ142031+525/SL2SJ142031+525_215.1128088_52.9840616_3.png differ diff --git a/old_website/LDT_SN/20210321/SL2SJ142031+525/SL2SJ142031+525_215.1129534_52.9887955_2.png b/old_website/LDT_SN/20210321/SL2SJ142031+525/SL2SJ142031+525_215.1129534_52.9887955_2.png new file mode 100644 index 0000000..0362b68 Binary files /dev/null and b/old_website/LDT_SN/20210321/SL2SJ142031+525/SL2SJ142031+525_215.1129534_52.9887955_2.png differ diff --git a/old_website/LDT_SN/20210321/SL2SJ142031+525/SL2SJ142031+525_215.1207667_52.9639358_5.png b/old_website/LDT_SN/20210321/SL2SJ142031+525/SL2SJ142031+525_215.1207667_52.9639358_5.png new file mode 100644 index 0000000..e951530 Binary files /dev/null and b/old_website/LDT_SN/20210321/SL2SJ142031+525/SL2SJ142031+525_215.1207667_52.9639358_5.png differ diff --git a/old_website/LDT_SN/20210321/SL2SJ142031+525/SL2SJ142031+525_215.1470211_52.9543425_7.png b/old_website/LDT_SN/20210321/SL2SJ142031+525/SL2SJ142031+525_215.1470211_52.9543425_7.png new file mode 100644 index 0000000..9b9ff77 Binary files /dev/null and b/old_website/LDT_SN/20210321/SL2SJ142031+525/SL2SJ142031+525_215.1470211_52.9543425_7.png differ diff --git a/old_website/LDT_SN/20210321/SL2SJ142031+525/SL2SJ142031+525_215.1588423_52.996586_1.png b/old_website/LDT_SN/20210321/SL2SJ142031+525/SL2SJ142031+525_215.1588423_52.996586_1.png new file mode 100644 index 0000000..0a638fe Binary files /dev/null and b/old_website/LDT_SN/20210321/SL2SJ142031+525/SL2SJ142031+525_215.1588423_52.996586_1.png differ diff --git a/old_website/LDT_SN/20210321/SL2SJ142031+525/SL2SJ142031+525_215.1647012_52.9790416_4.png b/old_website/LDT_SN/20210321/SL2SJ142031+525/SL2SJ142031+525_215.1647012_52.9790416_4.png new file mode 100644 index 0000000..1205ad6 Binary files /dev/null and b/old_website/LDT_SN/20210321/SL2SJ142031+525/SL2SJ142031+525_215.1647012_52.9790416_4.png differ diff --git a/old_website/LDT_SN/20210321/SL2SJ142031+525/SL2SJ142031+525_215.1689719_52.9528877_8.png b/old_website/LDT_SN/20210321/SL2SJ142031+525/SL2SJ142031+525_215.1689719_52.9528877_8.png new file mode 100644 index 0000000..9ff1eb2 Binary files /dev/null and b/old_website/LDT_SN/20210321/SL2SJ142031+525/SL2SJ142031+525_215.1689719_52.9528877_8.png differ diff --git a/old_website/LDT_SN/20210321/SL2SJ142031+525/SL2SJ142031+525_full_image.png b/old_website/LDT_SN/20210321/SL2SJ142031+525/SL2SJ142031+525_full_image.png new file mode 100644 index 0000000..4a69f29 Binary files /dev/null and b/old_website/LDT_SN/20210321/SL2SJ142031+525/SL2SJ142031+525_full_image.png differ diff --git a/old_website/LDT_SN/20210403/CSWA17/CSWA17.html b/old_website/LDT_SN/20210403/CSWA17/CSWA17.html new file mode 100644 index 0000000..f12ada4 --- /dev/null +++ b/old_website/LDT_SN/20210403/CSWA17/CSWA17.html @@ -0,0 +1,39 @@ + + + + CSWA17 + + +

CSWA17

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/20210403/CSWA17/CSWA17_174.5165447_27.9106041_3.png b/old_website/LDT_SN/20210403/CSWA17/CSWA17_174.5165447_27.9106041_3.png new file mode 100644 index 0000000..e2f1ab3 Binary files /dev/null and b/old_website/LDT_SN/20210403/CSWA17/CSWA17_174.5165447_27.9106041_3.png differ diff --git a/old_website/LDT_SN/20210403/CSWA17/CSWA17_174.5165447_27.9106041_4.png b/old_website/LDT_SN/20210403/CSWA17/CSWA17_174.5165447_27.9106041_4.png new file mode 100644 index 0000000..7f7d03a Binary files /dev/null and b/old_website/LDT_SN/20210403/CSWA17/CSWA17_174.5165447_27.9106041_4.png differ diff --git a/old_website/LDT_SN/20210403/CSWA17/CSWA17_174.5169828_27.8914517_4.png b/old_website/LDT_SN/20210403/CSWA17/CSWA17_174.5169828_27.8914517_4.png new file mode 100644 index 0000000..3066c60 Binary files /dev/null and b/old_website/LDT_SN/20210403/CSWA17/CSWA17_174.5169828_27.8914517_4.png differ diff --git a/old_website/LDT_SN/20210403/CSWA17/CSWA17_174.5170581_27.8914822_7.png b/old_website/LDT_SN/20210403/CSWA17/CSWA17_174.5170581_27.8914822_7.png new file mode 100644 index 0000000..3749651 Binary files /dev/null and b/old_website/LDT_SN/20210403/CSWA17/CSWA17_174.5170581_27.8914822_7.png differ diff --git a/old_website/LDT_SN/20210403/CSWA17/CSWA17_174.5232593_27.903433_4.png b/old_website/LDT_SN/20210403/CSWA17/CSWA17_174.5232593_27.903433_4.png new file mode 100644 index 0000000..e59ba96 Binary files /dev/null and b/old_website/LDT_SN/20210403/CSWA17/CSWA17_174.5232593_27.903433_4.png differ diff --git a/old_website/LDT_SN/20210403/CSWA17/CSWA17_174.5232593_27.903433_5.png b/old_website/LDT_SN/20210403/CSWA17/CSWA17_174.5232593_27.903433_5.png new file mode 100644 index 0000000..ce79bc8 Binary files /dev/null and b/old_website/LDT_SN/20210403/CSWA17/CSWA17_174.5232593_27.903433_5.png differ diff --git a/old_website/LDT_SN/20210403/CSWA17/CSWA17_174.527181_27.920356_0.png b/old_website/LDT_SN/20210403/CSWA17/CSWA17_174.527181_27.920356_0.png new file mode 100644 index 0000000..b614ff6 Binary files /dev/null and b/old_website/LDT_SN/20210403/CSWA17/CSWA17_174.527181_27.920356_0.png differ diff --git a/old_website/LDT_SN/20210403/CSWA17/CSWA17_174.527181_27.920356_1.png b/old_website/LDT_SN/20210403/CSWA17/CSWA17_174.527181_27.920356_1.png new file mode 100644 index 0000000..8a864e7 Binary files /dev/null and b/old_website/LDT_SN/20210403/CSWA17/CSWA17_174.527181_27.920356_1.png differ diff --git a/old_website/LDT_SN/20210403/CSWA17/CSWA17_174.527447_27.9203063_1.png b/old_website/LDT_SN/20210403/CSWA17/CSWA17_174.527447_27.9203063_1.png new file mode 100644 index 0000000..1df5c8a Binary files /dev/null and b/old_website/LDT_SN/20210403/CSWA17/CSWA17_174.527447_27.9203063_1.png differ diff --git a/old_website/LDT_SN/20210403/CSWA17/CSWA17_174.527447_27.9203063_2.png b/old_website/LDT_SN/20210403/CSWA17/CSWA17_174.527447_27.9203063_2.png new file mode 100644 index 0000000..8f5493f Binary files /dev/null and b/old_website/LDT_SN/20210403/CSWA17/CSWA17_174.527447_27.9203063_2.png differ diff --git a/old_website/LDT_SN/20210403/CSWA17/CSWA17_174.5370555_27.9225481_0.png b/old_website/LDT_SN/20210403/CSWA17/CSWA17_174.5370555_27.9225481_0.png new file mode 100644 index 0000000..cf49be7 Binary files /dev/null and b/old_website/LDT_SN/20210403/CSWA17/CSWA17_174.5370555_27.9225481_0.png differ diff --git a/old_website/LDT_SN/20210403/CSWA17/CSWA17_174.5370555_27.9225481_1.png b/old_website/LDT_SN/20210403/CSWA17/CSWA17_174.5370555_27.9225481_1.png new file mode 100644 index 0000000..85e3ae0 Binary files /dev/null and b/old_website/LDT_SN/20210403/CSWA17/CSWA17_174.5370555_27.9225481_1.png differ diff --git a/old_website/LDT_SN/20210403/CSWA17/CSWA17_174.5386964_27.8944356_3.png b/old_website/LDT_SN/20210403/CSWA17/CSWA17_174.5386964_27.8944356_3.png new file mode 100644 index 0000000..520d48b Binary files /dev/null and b/old_website/LDT_SN/20210403/CSWA17/CSWA17_174.5386964_27.8944356_3.png differ diff --git a/old_website/LDT_SN/20210403/CSWA17/CSWA17_174.5387349_27.8944482_8.png b/old_website/LDT_SN/20210403/CSWA17/CSWA17_174.5387349_27.8944482_8.png new file mode 100644 index 0000000..6e22974 Binary files /dev/null and b/old_website/LDT_SN/20210403/CSWA17/CSWA17_174.5387349_27.8944482_8.png differ diff --git a/old_website/LDT_SN/20210403/CSWA17/CSWA17_174.5428582_27.8975682_6.png b/old_website/LDT_SN/20210403/CSWA17/CSWA17_174.5428582_27.8975682_6.png new file mode 100644 index 0000000..e3bc58c Binary files /dev/null and b/old_website/LDT_SN/20210403/CSWA17/CSWA17_174.5428582_27.8975682_6.png differ diff --git a/old_website/LDT_SN/20210403/CSWA17/CSWA17_174.549249_27.9283542_0.png b/old_website/LDT_SN/20210403/CSWA17/CSWA17_174.549249_27.9283542_0.png new file mode 100644 index 0000000..8267456 Binary files /dev/null and b/old_website/LDT_SN/20210403/CSWA17/CSWA17_174.549249_27.9283542_0.png differ diff --git a/old_website/LDT_SN/20210403/CSWA17/CSWA17_174.5492739_27.9283632_0.png b/old_website/LDT_SN/20210403/CSWA17/CSWA17_174.5492739_27.9283632_0.png new file mode 100644 index 0000000..117421a Binary files /dev/null and b/old_website/LDT_SN/20210403/CSWA17/CSWA17_174.5492739_27.9283632_0.png differ diff --git a/old_website/LDT_SN/20210403/CSWA17/CSWA17_174.5582932_27.9185814_2.png b/old_website/LDT_SN/20210403/CSWA17/CSWA17_174.5582932_27.9185814_2.png new file mode 100644 index 0000000..74d438a Binary files /dev/null and b/old_website/LDT_SN/20210403/CSWA17/CSWA17_174.5582932_27.9185814_2.png differ diff --git a/old_website/LDT_SN/20210403/CSWA17/CSWA17_174.5582932_27.9185814_3.png b/old_website/LDT_SN/20210403/CSWA17/CSWA17_174.5582932_27.9185814_3.png new file mode 100644 index 0000000..7a30a0a Binary files /dev/null and b/old_website/LDT_SN/20210403/CSWA17/CSWA17_174.5582932_27.9185814_3.png differ diff --git a/old_website/LDT_SN/20210403/CSWA17/CSWA17_174.5604716_27.8961073_1.png b/old_website/LDT_SN/20210403/CSWA17/CSWA17_174.5604716_27.8961073_1.png new file mode 100644 index 0000000..ac34e16 Binary files /dev/null and b/old_website/LDT_SN/20210403/CSWA17/CSWA17_174.5604716_27.8961073_1.png differ diff --git a/old_website/LDT_SN/20210403/CSWA17/CSWA17_174.5604716_27.8961073_2.png b/old_website/LDT_SN/20210403/CSWA17/CSWA17_174.5604716_27.8961073_2.png new file mode 100644 index 0000000..5503228 Binary files /dev/null and b/old_website/LDT_SN/20210403/CSWA17/CSWA17_174.5604716_27.8961073_2.png differ diff --git a/old_website/LDT_SN/20210403/CSWA17/CSWA17_full_image.png b/old_website/LDT_SN/20210403/CSWA17/CSWA17_full_image.png new file mode 100644 index 0000000..d0f850a Binary files /dev/null and b/old_website/LDT_SN/20210403/CSWA17/CSWA17_full_image.png differ diff --git a/old_website/LDT_SN/20210403/CSWA8/CSWA8.html b/old_website/LDT_SN/20210403/CSWA8/CSWA8.html new file mode 100644 index 0000000..2e8d46b --- /dev/null +++ b/old_website/LDT_SN/20210403/CSWA8/CSWA8.html @@ -0,0 +1,42 @@ + + + + CSWA8 + + +

CSWA8

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/20210403/CSWA8/CSWA8_182.3421177_26.6818235_0.png b/old_website/LDT_SN/20210403/CSWA8/CSWA8_182.3421177_26.6818235_0.png new file mode 100644 index 0000000..c20c0c7 Binary files /dev/null and b/old_website/LDT_SN/20210403/CSWA8/CSWA8_182.3421177_26.6818235_0.png differ diff --git a/old_website/LDT_SN/20210403/CSWA8/CSWA8_182.3443951_26.6621991_5.png b/old_website/LDT_SN/20210403/CSWA8/CSWA8_182.3443951_26.6621991_5.png new file mode 100644 index 0000000..b887448 Binary files /dev/null and b/old_website/LDT_SN/20210403/CSWA8/CSWA8_182.3443951_26.6621991_5.png differ diff --git a/old_website/LDT_SN/20210403/CSWA8/CSWA8_182.3443951_26.6621991_6.png b/old_website/LDT_SN/20210403/CSWA8/CSWA8_182.3443951_26.6621991_6.png new file mode 100644 index 0000000..5e33442 Binary files /dev/null and b/old_website/LDT_SN/20210403/CSWA8/CSWA8_182.3443951_26.6621991_6.png differ diff --git a/old_website/LDT_SN/20210403/CSWA8/CSWA8_182.3458595_26.6676739_4.png b/old_website/LDT_SN/20210403/CSWA8/CSWA8_182.3458595_26.6676739_4.png new file mode 100644 index 0000000..27690e0 Binary files /dev/null and b/old_website/LDT_SN/20210403/CSWA8/CSWA8_182.3458595_26.6676739_4.png differ diff --git a/old_website/LDT_SN/20210403/CSWA8/CSWA8_182.3528356_26.6727007_2.png b/old_website/LDT_SN/20210403/CSWA8/CSWA8_182.3528356_26.6727007_2.png new file mode 100644 index 0000000..d6bee01 Binary files /dev/null and b/old_website/LDT_SN/20210403/CSWA8/CSWA8_182.3528356_26.6727007_2.png differ diff --git a/old_website/LDT_SN/20210403/CSWA8/CSWA8_182.3573913_26.6606411_6.png b/old_website/LDT_SN/20210403/CSWA8/CSWA8_182.3573913_26.6606411_6.png new file mode 100644 index 0000000..06b4f2d Binary files /dev/null and b/old_website/LDT_SN/20210403/CSWA8/CSWA8_182.3573913_26.6606411_6.png differ diff --git a/old_website/LDT_SN/20210403/CSWA8/CSWA8_182.3573913_26.6606411_8.png b/old_website/LDT_SN/20210403/CSWA8/CSWA8_182.3573913_26.6606411_8.png new file mode 100644 index 0000000..c5c7ee8 Binary files /dev/null and b/old_website/LDT_SN/20210403/CSWA8/CSWA8_182.3573913_26.6606411_8.png differ diff --git a/old_website/LDT_SN/20210403/CSWA8/CSWA8_182.3619137_26.6609632_7.png b/old_website/LDT_SN/20210403/CSWA8/CSWA8_182.3619137_26.6609632_7.png new file mode 100644 index 0000000..2800921 Binary files /dev/null and b/old_website/LDT_SN/20210403/CSWA8/CSWA8_182.3619137_26.6609632_7.png differ diff --git a/old_website/LDT_SN/20210403/CSWA8/CSWA8_182.3636733_26.675345_1.png b/old_website/LDT_SN/20210403/CSWA8/CSWA8_182.3636733_26.675345_1.png new file mode 100644 index 0000000..3124bf8 Binary files /dev/null and b/old_website/LDT_SN/20210403/CSWA8/CSWA8_182.3636733_26.675345_1.png differ diff --git a/old_website/LDT_SN/20210403/CSWA8/CSWA8_182.3664434_26.6659305_4.png b/old_website/LDT_SN/20210403/CSWA8/CSWA8_182.3664434_26.6659305_4.png new file mode 100644 index 0000000..148ded8 Binary files /dev/null and b/old_website/LDT_SN/20210403/CSWA8/CSWA8_182.3664434_26.6659305_4.png differ diff --git a/old_website/LDT_SN/20210403/CSWA8/CSWA8_182.3664434_26.6659305_5.png b/old_website/LDT_SN/20210403/CSWA8/CSWA8_182.3664434_26.6659305_5.png new file mode 100644 index 0000000..7a30461 Binary files /dev/null and b/old_website/LDT_SN/20210403/CSWA8/CSWA8_182.3664434_26.6659305_5.png differ diff --git a/old_website/LDT_SN/20210403/CSWA8/CSWA8_182.3701691_26.6683501_3.png b/old_website/LDT_SN/20210403/CSWA8/CSWA8_182.3701691_26.6683501_3.png new file mode 100644 index 0000000..e6c4770 Binary files /dev/null and b/old_website/LDT_SN/20210403/CSWA8/CSWA8_182.3701691_26.6683501_3.png differ diff --git a/old_website/LDT_SN/20210403/CSWA8/CSWA8_182.3725782_26.7024032_7.png b/old_website/LDT_SN/20210403/CSWA8/CSWA8_182.3725782_26.7024032_7.png new file mode 100644 index 0000000..6c542e8 Binary files /dev/null and b/old_website/LDT_SN/20210403/CSWA8/CSWA8_182.3725782_26.7024032_7.png differ diff --git a/old_website/LDT_SN/20210403/CSWA8/CSWA8_182.3725782_26.7024032_9.png b/old_website/LDT_SN/20210403/CSWA8/CSWA8_182.3725782_26.7024032_9.png new file mode 100644 index 0000000..95299dd Binary files /dev/null and b/old_website/LDT_SN/20210403/CSWA8/CSWA8_182.3725782_26.7024032_9.png differ diff --git a/old_website/LDT_SN/20210403/CSWA8/CSWA8_full_image.png b/old_website/LDT_SN/20210403/CSWA8/CSWA8_full_image.png new file mode 100644 index 0000000..d98227f Binary files /dev/null and b/old_website/LDT_SN/20210403/CSWA8/CSWA8_full_image.png differ diff --git a/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0.html b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0.html new file mode 100644 index 0000000..de0b598 --- /dev/null +++ b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0.html @@ -0,0 +1,75 @@ + + + + HSTJ114331.46-0 + + +

HSTJ114331.46-0

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8583949_-1.7598211_14.png b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8583949_-1.7598211_14.png new file mode 100644 index 0000000..60d6868 Binary files /dev/null and b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8583949_-1.7598211_14.png differ diff --git a/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8583949_-1.7598211_17.png b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8583949_-1.7598211_17.png new file mode 100644 index 0000000..9555bc6 Binary files /dev/null and b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8583949_-1.7598211_17.png differ diff --git a/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8589416_-1.7335312_1.png b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8589416_-1.7335312_1.png new file mode 100644 index 0000000..3409308 Binary files /dev/null and b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8589416_-1.7335312_1.png differ diff --git a/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8621549_-1.7543006_12.png b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8621549_-1.7543006_12.png new file mode 100644 index 0000000..30d1f77 Binary files /dev/null and b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8621549_-1.7543006_12.png differ diff --git a/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8621549_-1.7543006_15.png b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8621549_-1.7543006_15.png new file mode 100644 index 0000000..ec6c342 Binary files /dev/null and b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8621549_-1.7543006_15.png differ diff --git a/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8626064_-1.7403257_4.png b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8626064_-1.7403257_4.png new file mode 100644 index 0000000..64d3989 Binary files /dev/null and b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8626064_-1.7403257_4.png differ diff --git a/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8626064_-1.7403257_6.png b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8626064_-1.7403257_6.png new file mode 100644 index 0000000..5543f8b Binary files /dev/null and b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8626064_-1.7403257_6.png differ diff --git a/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8629192_-1.7304583_0.png b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8629192_-1.7304583_0.png new file mode 100644 index 0000000..398fee6 Binary files /dev/null and b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8629192_-1.7304583_0.png differ diff --git a/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8639967_-1.7655755_17.png b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8639967_-1.7655755_17.png new file mode 100644 index 0000000..b20208b Binary files /dev/null and b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8639967_-1.7655755_17.png differ diff --git a/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8639967_-1.7655755_20.png b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8639967_-1.7655755_20.png new file mode 100644 index 0000000..47c9230 Binary files /dev/null and b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8639967_-1.7655755_20.png differ diff --git a/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8648367_-1.7341787_1.png b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8648367_-1.7341787_1.png new file mode 100644 index 0000000..20b6e41 Binary files /dev/null and b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8648367_-1.7341787_1.png differ diff --git a/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8648367_-1.7341787_2.png b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8648367_-1.7341787_2.png new file mode 100644 index 0000000..dc21c6f Binary files /dev/null and b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8648367_-1.7341787_2.png differ diff --git a/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.865945_-1.7384299_3.png b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.865945_-1.7384299_3.png new file mode 100644 index 0000000..1331254 Binary files /dev/null and b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.865945_-1.7384299_3.png differ diff --git a/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.865945_-1.7384299_4.png b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.865945_-1.7384299_4.png new file mode 100644 index 0000000..d9b21d3 Binary files /dev/null and b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.865945_-1.7384299_4.png differ diff --git a/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8670921_-1.7495091_12.png b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8670921_-1.7495091_12.png new file mode 100644 index 0000000..fd73c78 Binary files /dev/null and b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8670921_-1.7495091_12.png differ diff --git a/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8670921_-1.7495091_9.png b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8670921_-1.7495091_9.png new file mode 100644 index 0000000..e7659c6 Binary files /dev/null and b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8670921_-1.7495091_9.png differ diff --git a/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8674383_-1.7364641_2.png b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8674383_-1.7364641_2.png new file mode 100644 index 0000000..ec57511 Binary files /dev/null and b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8674383_-1.7364641_2.png differ diff --git a/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8674383_-1.7364641_3.png b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8674383_-1.7364641_3.png new file mode 100644 index 0000000..b536358 Binary files /dev/null and b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8674383_-1.7364641_3.png differ diff --git a/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.872146_-1.7539671_11.png b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.872146_-1.7539671_11.png new file mode 100644 index 0000000..684484a Binary files /dev/null and b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.872146_-1.7539671_11.png differ diff --git a/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.872146_-1.7539671_14.png b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.872146_-1.7539671_14.png new file mode 100644 index 0000000..013869f Binary files /dev/null and b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.872146_-1.7539671_14.png differ diff --git a/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.873275_-1.7413755_6.png b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.873275_-1.7413755_6.png new file mode 100644 index 0000000..80df53d Binary files /dev/null and b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.873275_-1.7413755_6.png differ diff --git a/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.873275_-1.7413755_8.png b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.873275_-1.7413755_8.png new file mode 100644 index 0000000..20ff116 Binary files /dev/null and b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.873275_-1.7413755_8.png differ diff --git a/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8755185_-1.7407348_5.png b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8755185_-1.7407348_5.png new file mode 100644 index 0000000..35a8c50 Binary files /dev/null and b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8755185_-1.7407348_5.png differ diff --git a/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8755185_-1.7407348_7.png b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8755185_-1.7407348_7.png new file mode 100644 index 0000000..4aa5e4b Binary files /dev/null and b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8755185_-1.7407348_7.png differ diff --git a/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8767627_-1.75637_13.png b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8767627_-1.75637_13.png new file mode 100644 index 0000000..120b5b0 Binary files /dev/null and b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8767627_-1.75637_13.png differ diff --git a/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8767627_-1.75637_16.png b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8767627_-1.75637_16.png new file mode 100644 index 0000000..811f3b0 Binary files /dev/null and b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8767627_-1.75637_16.png differ diff --git a/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8780588_-1.7390319_5.png b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8780588_-1.7390319_5.png new file mode 100644 index 0000000..9f5bb43 Binary files /dev/null and b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8780588_-1.7390319_5.png differ diff --git a/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8795739_-1.743954_7.png b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8795739_-1.743954_7.png new file mode 100644 index 0000000..d9606fe Binary files /dev/null and b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8795739_-1.743954_7.png differ diff --git a/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8795739_-1.743954_9.png b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8795739_-1.743954_9.png new file mode 100644 index 0000000..efa9ed9 Binary files /dev/null and b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8795739_-1.743954_9.png differ diff --git a/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8808902_-1.7520762_10.png b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8808902_-1.7520762_10.png new file mode 100644 index 0000000..af299e7 Binary files /dev/null and b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8808902_-1.7520762_10.png differ diff --git a/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8808902_-1.7520762_13.png b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8808902_-1.7520762_13.png new file mode 100644 index 0000000..978fbce Binary files /dev/null and b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8808902_-1.7520762_13.png differ diff --git a/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8817425_-1.7457374_10.png b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8817425_-1.7457374_10.png new file mode 100644 index 0000000..1a95094 Binary files /dev/null and b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8817425_-1.7457374_10.png differ diff --git a/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8817425_-1.7457374_8.png b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8817425_-1.7457374_8.png new file mode 100644 index 0000000..4fd954a Binary files /dev/null and b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8817425_-1.7457374_8.png differ diff --git a/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8881628_-1.7635516_16.png b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8881628_-1.7635516_16.png new file mode 100644 index 0000000..7dfd276 Binary files /dev/null and b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8881628_-1.7635516_16.png differ diff --git a/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8881628_-1.7635516_19.png b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8881628_-1.7635516_19.png new file mode 100644 index 0000000..b0d3b28 Binary files /dev/null and b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8881628_-1.7635516_19.png differ diff --git a/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8981222_-1.7603356_15.png b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8981222_-1.7603356_15.png new file mode 100644 index 0000000..a780f85 Binary files /dev/null and b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8981222_-1.7603356_15.png differ diff --git a/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8981222_-1.7603356_18.png b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8981222_-1.7603356_18.png new file mode 100644 index 0000000..62028be Binary files /dev/null and b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8981222_-1.7603356_18.png differ diff --git a/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8993419_-1.7466674_11.png b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8993419_-1.7466674_11.png new file mode 100644 index 0000000..ef3214f Binary files /dev/null and b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175.8993419_-1.7466674_11.png differ diff --git a/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_0.png b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_0.png new file mode 100644 index 0000000..398fee6 Binary files /dev/null and b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_0.png differ diff --git a/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_1.png b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_1.png new file mode 100644 index 0000000..3409308 Binary files /dev/null and b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_1.png differ diff --git a/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_10.png b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_10.png new file mode 100644 index 0000000..1a95094 Binary files /dev/null and b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_10.png differ diff --git a/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_11.png b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_11.png new file mode 100644 index 0000000..ef3214f Binary files /dev/null and b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_11.png differ diff --git a/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_12.png b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_12.png new file mode 100644 index 0000000..fd73c78 Binary files /dev/null and b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_12.png differ diff --git a/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_13.png b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_13.png new file mode 100644 index 0000000..978fbce Binary files /dev/null and b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_13.png differ diff --git a/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_14.png b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_14.png new file mode 100644 index 0000000..013869f Binary files /dev/null and b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_14.png differ diff --git a/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_15.png b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_15.png new file mode 100644 index 0000000..ec6c342 Binary files /dev/null and b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_15.png differ diff --git a/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_16.png b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_16.png new file mode 100644 index 0000000..811f3b0 Binary files /dev/null and b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_16.png differ diff --git a/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_17.png b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_17.png new file mode 100644 index 0000000..9555bc6 Binary files /dev/null and b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_17.png differ diff --git a/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_18.png b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_18.png new file mode 100644 index 0000000..62028be Binary files /dev/null and b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_18.png differ diff --git a/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_19.png b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_19.png new file mode 100644 index 0000000..b0d3b28 Binary files /dev/null and b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_19.png differ diff --git a/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_2.png b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_2.png new file mode 100644 index 0000000..dc21c6f Binary files /dev/null and b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_2.png differ diff --git a/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_20.png b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_20.png new file mode 100644 index 0000000..47c9230 Binary files /dev/null and b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_20.png differ diff --git a/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_3.png b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_3.png new file mode 100644 index 0000000..b536358 Binary files /dev/null and b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_3.png differ diff --git a/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_4.png b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_4.png new file mode 100644 index 0000000..d9b21d3 Binary files /dev/null and b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_4.png differ diff --git a/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_5.png b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_5.png new file mode 100644 index 0000000..9f5bb43 Binary files /dev/null and b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_5.png differ diff --git a/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_6.png b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_6.png new file mode 100644 index 0000000..5543f8b Binary files /dev/null and b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_6.png differ diff --git a/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_7.png b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_7.png new file mode 100644 index 0000000..4aa5e4b Binary files /dev/null and b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_7.png differ diff --git a/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_8.png b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_8.png new file mode 100644 index 0000000..20ff116 Binary files /dev/null and b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_8.png differ diff --git a/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_9.png b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_9.png new file mode 100644 index 0000000..efa9ed9 Binary files /dev/null and b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_9.png differ diff --git a/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_full_image.png b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_full_image.png new file mode 100644 index 0000000..c8a5dfc Binary files /dev/null and b/old_website/LDT_SN/20210403/HSTJ114331.46-0/HSTJ114331.46-0_full_image.png differ diff --git a/old_website/LDT_SN/20210403/MG1131+0456/MG1131+0456.html b/old_website/LDT_SN/20210403/MG1131+0456/MG1131+0456.html new file mode 100644 index 0000000..7fb5f36 --- /dev/null +++ b/old_website/LDT_SN/20210403/MG1131+0456/MG1131+0456.html @@ -0,0 +1,30 @@ + + + + MG1131+0456 + + +

MG1131+0456

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/20210403/MG1131+0456/MG1131+0456_172.9661929_4.9520756_0.png b/old_website/LDT_SN/20210403/MG1131+0456/MG1131+0456_172.9661929_4.9520756_0.png new file mode 100644 index 0000000..6f77a4e Binary files /dev/null and b/old_website/LDT_SN/20210403/MG1131+0456/MG1131+0456_172.9661929_4.9520756_0.png differ diff --git a/old_website/LDT_SN/20210403/MG1131+0456/MG1131+0456_172.9733557_4.9098118_2.png b/old_website/LDT_SN/20210403/MG1131+0456/MG1131+0456_172.9733557_4.9098118_2.png new file mode 100644 index 0000000..6453f4d Binary files /dev/null and b/old_website/LDT_SN/20210403/MG1131+0456/MG1131+0456_172.9733557_4.9098118_2.png differ diff --git a/old_website/LDT_SN/20210403/MG1131+0456/MG1131+0456_172.9733557_4.9098118_5.png b/old_website/LDT_SN/20210403/MG1131+0456/MG1131+0456_172.9733557_4.9098118_5.png new file mode 100644 index 0000000..f45ac55 Binary files /dev/null and b/old_website/LDT_SN/20210403/MG1131+0456/MG1131+0456_172.9733557_4.9098118_5.png differ diff --git a/old_website/LDT_SN/20210403/MG1131+0456/MG1131+0456_172.9747674_4.9197341_3.png b/old_website/LDT_SN/20210403/MG1131+0456/MG1131+0456_172.9747674_4.9197341_3.png new file mode 100644 index 0000000..5f4ee6d Binary files /dev/null and b/old_website/LDT_SN/20210403/MG1131+0456/MG1131+0456_172.9747674_4.9197341_3.png differ diff --git a/old_website/LDT_SN/20210403/MG1131+0456/MG1131+0456_173.0029032_4.9398375_0.png b/old_website/LDT_SN/20210403/MG1131+0456/MG1131+0456_173.0029032_4.9398375_0.png new file mode 100644 index 0000000..f04b8fe Binary files /dev/null and b/old_website/LDT_SN/20210403/MG1131+0456/MG1131+0456_173.0029032_4.9398375_0.png differ diff --git a/old_website/LDT_SN/20210403/MG1131+0456/MG1131+0456_173.0029032_4.9398375_2.png b/old_website/LDT_SN/20210403/MG1131+0456/MG1131+0456_173.0029032_4.9398375_2.png new file mode 100644 index 0000000..aa7de1a Binary files /dev/null and b/old_website/LDT_SN/20210403/MG1131+0456/MG1131+0456_173.0029032_4.9398375_2.png differ diff --git a/old_website/LDT_SN/20210403/MG1131+0456/MG1131+0456_173.0035882_4.913954_1.png b/old_website/LDT_SN/20210403/MG1131+0456/MG1131+0456_173.0035882_4.913954_1.png new file mode 100644 index 0000000..ea28675 Binary files /dev/null and b/old_website/LDT_SN/20210403/MG1131+0456/MG1131+0456_173.0035882_4.913954_1.png differ diff --git a/old_website/LDT_SN/20210403/MG1131+0456/MG1131+0456_173.0035882_4.913954_4.png b/old_website/LDT_SN/20210403/MG1131+0456/MG1131+0456_173.0035882_4.913954_4.png new file mode 100644 index 0000000..c36f34c Binary files /dev/null and b/old_website/LDT_SN/20210403/MG1131+0456/MG1131+0456_173.0035882_4.913954_4.png differ diff --git a/old_website/LDT_SN/20210403/MG1131+0456/MG1131+0456_173.0044787_4.9414482_1.png b/old_website/LDT_SN/20210403/MG1131+0456/MG1131+0456_173.0044787_4.9414482_1.png new file mode 100644 index 0000000..3d465d7 Binary files /dev/null and b/old_website/LDT_SN/20210403/MG1131+0456/MG1131+0456_173.0044787_4.9414482_1.png differ diff --git a/old_website/LDT_SN/20210403/MG1131+0456/MG1131+0456_full_image.png b/old_website/LDT_SN/20210403/MG1131+0456/MG1131+0456_full_image.png new file mode 100644 index 0000000..d315510 Binary files /dev/null and b/old_website/LDT_SN/20210403/MG1131+0456/MG1131+0456_full_image.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329.html b/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329.html new file mode 100644 index 0000000..8323591 --- /dev/null +++ b/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329.html @@ -0,0 +1,54 @@ + + + + SDSSJ1100+5329 + + +

SDSSJ1100+5329

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165.0638891_53.4841071_5.png b/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165.0638891_53.4841071_5.png new file mode 100644 index 0000000..2c5311a Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165.0638891_53.4841071_5.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165.0639059_53.4841112_7.png b/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165.0639059_53.4841112_7.png new file mode 100644 index 0000000..dcca629 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165.0639059_53.4841112_7.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165.0662285_53.499492_3.png b/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165.0662285_53.499492_3.png new file mode 100644 index 0000000..18f224c Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165.0662285_53.499492_3.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165.069601_53.4705372_7.png b/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165.069601_53.4705372_7.png new file mode 100644 index 0000000..6f8d2da Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165.069601_53.4705372_7.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165.0728972_53.4936155_2.png b/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165.0728972_53.4936155_2.png new file mode 100644 index 0000000..9773850 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165.0728972_53.4936155_2.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165.0732003_53.4936574_4.png b/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165.0732003_53.4936574_4.png new file mode 100644 index 0000000..3f97519 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165.0732003_53.4936574_4.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165.07849_53.5017866_0.png b/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165.07849_53.5017866_0.png new file mode 100644 index 0000000..e7eabca Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165.07849_53.5017866_0.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165.0785235_53.5017922_1.png b/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165.0785235_53.5017922_1.png new file mode 100644 index 0000000..6676d08 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165.0785235_53.5017922_1.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165.0821655_53.4868441_4.png b/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165.0821655_53.4868441_4.png new file mode 100644 index 0000000..11888d4 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165.0821655_53.4868441_4.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165.0824523_53.4869079_5.png b/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165.0824523_53.4869079_5.png new file mode 100644 index 0000000..e83bb6d Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165.0824523_53.4869079_5.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165.0883475_53.4715191_11.png b/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165.0883475_53.4715191_11.png new file mode 100644 index 0000000..69e63b8 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165.0883475_53.4715191_11.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165.0957669_53.4683891_12.png b/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165.0957669_53.4683891_12.png new file mode 100644 index 0000000..16fa3e6 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165.0957669_53.4683891_12.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165.0971007_53.4645739_13.png b/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165.0971007_53.4645739_13.png new file mode 100644 index 0000000..fe38119 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165.0971007_53.4645739_13.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165.09719_53.4632259_0.png b/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165.09719_53.4632259_0.png new file mode 100644 index 0000000..9e8cabd Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165.09719_53.4632259_0.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165.1014135_53.4869194_3.png b/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165.1014135_53.4869194_3.png new file mode 100644 index 0000000..64f408e Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165.1014135_53.4869194_3.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165.1071495_53.4865683_6.png b/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165.1071495_53.4865683_6.png new file mode 100644 index 0000000..f1bee59 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165.1071495_53.4865683_6.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165.1146471_53.4733852_10.png b/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165.1146471_53.4733852_10.png new file mode 100644 index 0000000..048493f Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165.1146471_53.4733852_10.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165.1170495_53.4776778_6.png b/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165.1170495_53.4776778_6.png new file mode 100644 index 0000000..3d89604 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165.1170495_53.4776778_6.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165.1171028_53.4776842_8.png b/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165.1171028_53.4776842_8.png new file mode 100644 index 0000000..ebfb292 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165.1171028_53.4776842_8.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165.1182835_53.5003903_1.png b/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165.1182835_53.5003903_1.png new file mode 100644 index 0000000..93ac3bf Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165.1182835_53.5003903_1.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165.1184693_53.5003708_2.png b/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165.1184693_53.5003708_2.png new file mode 100644 index 0000000..4f2520c Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165.1184693_53.5003708_2.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165.1373387_53.4747918_9.png b/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165.1373387_53.4747918_9.png new file mode 100644 index 0000000..083e2a8 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165.1373387_53.4747918_9.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165_53_0.png b/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165_53_0.png new file mode 100644 index 0000000..e7eabca Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165_53_0.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165_53_1.png b/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165_53_1.png new file mode 100644 index 0000000..93ac3bf Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165_53_1.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165_53_2.png b/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165_53_2.png new file mode 100644 index 0000000..9773850 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165_53_2.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165_53_3.png b/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165_53_3.png new file mode 100644 index 0000000..64f408e Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165_53_3.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165_53_4.png b/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165_53_4.png new file mode 100644 index 0000000..11888d4 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165_53_4.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165_53_5.png b/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165_53_5.png new file mode 100644 index 0000000..2c5311a Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165_53_5.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165_53_6.png b/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165_53_6.png new file mode 100644 index 0000000..3d89604 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165_53_6.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165_53_7.png b/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165_53_7.png new file mode 100644 index 0000000..6f8d2da Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_165_53_7.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_full_image.png b/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_full_image.png new file mode 100644 index 0000000..e8b17a7 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1100+5329/SDSSJ1100+5329_full_image.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1103+5322/SDSSJ1103+5322.html b/old_website/LDT_SN/20210403/SDSSJ1103+5322/SDSSJ1103+5322.html new file mode 100644 index 0000000..af52a1e --- /dev/null +++ b/old_website/LDT_SN/20210403/SDSSJ1103+5322/SDSSJ1103+5322.html @@ -0,0 +1,39 @@ + + + + SDSSJ1103+5322 + + +

SDSSJ1103+5322

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/20210403/SDSSJ1103+5322/SDSSJ1103+5322_165.7541149_53.3521113_0.png b/old_website/LDT_SN/20210403/SDSSJ1103+5322/SDSSJ1103+5322_165.7541149_53.3521113_0.png new file mode 100644 index 0000000..2a4d2bc Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1103+5322/SDSSJ1103+5322_165.7541149_53.3521113_0.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1103+5322/SDSSJ1103+5322_165.754115_53.3521118_0.png b/old_website/LDT_SN/20210403/SDSSJ1103+5322/SDSSJ1103+5322_165.754115_53.3521118_0.png new file mode 100644 index 0000000..49fdf1c Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1103+5322/SDSSJ1103+5322_165.754115_53.3521118_0.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1103+5322/SDSSJ1103+5322_165.7690921_53.366329_6.png b/old_website/LDT_SN/20210403/SDSSJ1103+5322/SDSSJ1103+5322_165.7690921_53.366329_6.png new file mode 100644 index 0000000..893ba1a Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1103+5322/SDSSJ1103+5322_165.7690921_53.366329_6.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1103+5322/SDSSJ1103+5322_165.7719322_53.3684733_4.png b/old_website/LDT_SN/20210403/SDSSJ1103+5322/SDSSJ1103+5322_165.7719322_53.3684733_4.png new file mode 100644 index 0000000..3f6ceba Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1103+5322/SDSSJ1103+5322_165.7719322_53.3684733_4.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1103+5322/SDSSJ1103+5322_165.772003_53.3684863_2.png b/old_website/LDT_SN/20210403/SDSSJ1103+5322/SDSSJ1103+5322_165.772003_53.3684863_2.png new file mode 100644 index 0000000..0af22d2 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1103+5322/SDSSJ1103+5322_165.772003_53.3684863_2.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1103+5322/SDSSJ1103+5322_165.7837905_53.3745461_2.png b/old_website/LDT_SN/20210403/SDSSJ1103+5322/SDSSJ1103+5322_165.7837905_53.3745461_2.png new file mode 100644 index 0000000..b59ed8d Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1103+5322/SDSSJ1103+5322_165.7837905_53.3745461_2.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1103+5322/SDSSJ1103+5322_165.7915169_53.3590961_8.png b/old_website/LDT_SN/20210403/SDSSJ1103+5322/SDSSJ1103+5322_165.7915169_53.3590961_8.png new file mode 100644 index 0000000..d58e45f Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1103+5322/SDSSJ1103+5322_165.7915169_53.3590961_8.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1103+5322/SDSSJ1103+5322_165.7948923_53.3614032_7.png b/old_website/LDT_SN/20210403/SDSSJ1103+5322/SDSSJ1103+5322_165.7948923_53.3614032_7.png new file mode 100644 index 0000000..43720b9 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1103+5322/SDSSJ1103+5322_165.7948923_53.3614032_7.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1103+5322/SDSSJ1103+5322_165.8008033_53.3677387_5.png b/old_website/LDT_SN/20210403/SDSSJ1103+5322/SDSSJ1103+5322_165.8008033_53.3677387_5.png new file mode 100644 index 0000000..8072a24 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1103+5322/SDSSJ1103+5322_165.8008033_53.3677387_5.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1103+5322/SDSSJ1103+5322_165.8010064_53.3678021_3.png b/old_website/LDT_SN/20210403/SDSSJ1103+5322/SDSSJ1103+5322_165.8010064_53.3678021_3.png new file mode 100644 index 0000000..c7f71d6 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1103+5322/SDSSJ1103+5322_165.8010064_53.3678021_3.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1103+5322/SDSSJ1103+5322_165.8070987_53.3722264_3.png b/old_website/LDT_SN/20210403/SDSSJ1103+5322/SDSSJ1103+5322_165.8070987_53.3722264_3.png new file mode 100644 index 0000000..2d4fc14 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1103+5322/SDSSJ1103+5322_165.8070987_53.3722264_3.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1103+5322/SDSSJ1103+5322_165.8071462_53.372232_1.png b/old_website/LDT_SN/20210403/SDSSJ1103+5322/SDSSJ1103+5322_165.8071462_53.372232_1.png new file mode 100644 index 0000000..78ffa8a Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1103+5322/SDSSJ1103+5322_165.8071462_53.372232_1.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1103+5322/SDSSJ1103+5322_165.8215775_53.375861_1.png b/old_website/LDT_SN/20210403/SDSSJ1103+5322/SDSSJ1103+5322_165.8215775_53.375861_1.png new file mode 100644 index 0000000..922fe21 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1103+5322/SDSSJ1103+5322_165.8215775_53.375861_1.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1103+5322/SDSSJ1103+5322_165_53_0.png b/old_website/LDT_SN/20210403/SDSSJ1103+5322/SDSSJ1103+5322_165_53_0.png new file mode 100644 index 0000000..2a4d2bc Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1103+5322/SDSSJ1103+5322_165_53_0.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1103+5322/SDSSJ1103+5322_165_53_1.png b/old_website/LDT_SN/20210403/SDSSJ1103+5322/SDSSJ1103+5322_165_53_1.png new file mode 100644 index 0000000..78ffa8a Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1103+5322/SDSSJ1103+5322_165_53_1.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1103+5322/SDSSJ1103+5322_165_53_2.png b/old_website/LDT_SN/20210403/SDSSJ1103+5322/SDSSJ1103+5322_165_53_2.png new file mode 100644 index 0000000..0af22d2 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1103+5322/SDSSJ1103+5322_165_53_2.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1103+5322/SDSSJ1103+5322_165_53_3.png b/old_website/LDT_SN/20210403/SDSSJ1103+5322/SDSSJ1103+5322_165_53_3.png new file mode 100644 index 0000000..c7f71d6 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1103+5322/SDSSJ1103+5322_165_53_3.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1103+5322/SDSSJ1103+5322_full_image.png b/old_website/LDT_SN/20210403/SDSSJ1103+5322/SDSSJ1103+5322_full_image.png new file mode 100644 index 0000000..9e30730 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1103+5322/SDSSJ1103+5322_full_image.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826.html b/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826.html new file mode 100644 index 0000000..72e3fc8 --- /dev/null +++ b/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826.html @@ -0,0 +1,84 @@ + + + + SDSSJ1112+0826 + + +

SDSSJ1112+0826

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168.189098_8.420482_20.png b/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168.189098_8.420482_20.png new file mode 100644 index 0000000..322b6b4 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168.189098_8.420482_20.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168.1893633_8.4151457_21.png b/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168.1893633_8.4151457_21.png new file mode 100644 index 0000000..4eecd26 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168.1893633_8.4151457_21.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168.1893787_8.433555_13.png b/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168.1893787_8.433555_13.png new file mode 100644 index 0000000..6bcd498 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168.1893787_8.433555_13.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168.1896411_8.4260625_18.png b/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168.1896411_8.4260625_18.png new file mode 100644 index 0000000..3dc50bc Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168.1896411_8.4260625_18.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168.1914594_8.4279831_17.png b/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168.1914594_8.4279831_17.png new file mode 100644 index 0000000..2ca3b91 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168.1914594_8.4279831_17.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168.197045_8.4420154_7.png b/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168.197045_8.4420154_7.png new file mode 100644 index 0000000..0900ba2 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168.197045_8.4420154_7.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168.2029253_8.4395648_8.png b/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168.2029253_8.4395648_8.png new file mode 100644 index 0000000..801779c Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168.2029253_8.4395648_8.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168.2037994_8.447689_5.png b/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168.2037994_8.447689_5.png new file mode 100644 index 0000000..52af6a2 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168.2037994_8.447689_5.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168.2056532_8.4143804_23.png b/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168.2056532_8.4143804_23.png new file mode 100644 index 0000000..516a79a Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168.2056532_8.4143804_23.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168.2086595_8.4506811_3.png b/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168.2086595_8.4506811_3.png new file mode 100644 index 0000000..a08676c Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168.2086595_8.4506811_3.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168.2087924_8.4334209_14.png b/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168.2087924_8.4334209_14.png new file mode 100644 index 0000000..f5131dc Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168.2087924_8.4334209_14.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168.2088189_8.4334072_1.png b/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168.2088189_8.4334072_1.png new file mode 100644 index 0000000..14b5bab Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168.2088189_8.4334072_1.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168.2092705_8.4485423_4.png b/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168.2092705_8.4485423_4.png new file mode 100644 index 0000000..8642942 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168.2092705_8.4485423_4.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168.2108201_8.4363383_11.png b/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168.2108201_8.4363383_11.png new file mode 100644 index 0000000..d1db9ec Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168.2108201_8.4363383_11.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168.2108721_8.4136052_0.png b/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168.2108721_8.4136052_0.png new file mode 100644 index 0000000..50c5b2f Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168.2108721_8.4136052_0.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168.2124125_8.4152529_22.png b/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168.2124125_8.4152529_22.png new file mode 100644 index 0000000..2002a74 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168.2124125_8.4152529_22.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168.2168731_8.4260282_19.png b/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168.2168731_8.4260282_19.png new file mode 100644 index 0000000..b8ac3fe Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168.2168731_8.4260282_19.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168.2204232_8.4537139_2.png b/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168.2204232_8.4537139_2.png new file mode 100644 index 0000000..ff28476 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168.2204232_8.4537139_2.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168.2205338_8.453476_0.png b/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168.2205338_8.453476_0.png new file mode 100644 index 0000000..1eb4d66 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168.2205338_8.453476_0.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168.2205431_8.4342082_12.png b/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168.2205431_8.4342082_12.png new file mode 100644 index 0000000..61ecb79 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168.2205431_8.4342082_12.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168.2215111_8.4319444_16.png b/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168.2215111_8.4319444_16.png new file mode 100644 index 0000000..627d0fa Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168.2215111_8.4319444_16.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168.22342_8.4385376_10.png b/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168.22342_8.4385376_10.png new file mode 100644 index 0000000..d628f58 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168.22342_8.4385376_10.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168.2264693_8.433317_15.png b/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168.2264693_8.433317_15.png new file mode 100644 index 0000000..e68403b Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168.2264693_8.433317_15.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168.229545_8.4437609_6.png b/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168.229545_8.4437609_6.png new file mode 100644 index 0000000..625c2f7 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168.229545_8.4437609_6.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168.2305726_8.4132913_1.png b/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168.2305726_8.4132913_1.png new file mode 100644 index 0000000..1bf472a Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168.2305726_8.4132913_1.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168.2343958_8.4390362_9.png b/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168.2343958_8.4390362_9.png new file mode 100644 index 0000000..3eb8752 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168.2343958_8.4390362_9.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168_8_0.png b/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168_8_0.png new file mode 100644 index 0000000..1eb4d66 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168_8_0.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168_8_1.png b/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168_8_1.png new file mode 100644 index 0000000..14b5bab Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_168_8_1.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_full_image.png b/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_full_image.png new file mode 100644 index 0000000..981cb9f Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1112+0826/SDSSJ1112+0826_full_image.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1150+1016/SDSSJ1150+1016.html b/old_website/LDT_SN/20210403/SDSSJ1150+1016/SDSSJ1150+1016.html new file mode 100644 index 0000000..177e067 --- /dev/null +++ b/old_website/LDT_SN/20210403/SDSSJ1150+1016/SDSSJ1150+1016.html @@ -0,0 +1,27 @@ + + + + SDSSJ1150+1016 + + +

SDSSJ1150+1016

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/20210403/SDSSJ1150+1016/SDSSJ1150+1016_177.5663914_10.2583203_0.png b/old_website/LDT_SN/20210403/SDSSJ1150+1016/SDSSJ1150+1016_177.5663914_10.2583203_0.png new file mode 100644 index 0000000..9e8cabd Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1150+1016/SDSSJ1150+1016_177.5663914_10.2583203_0.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1150+1016/SDSSJ1150+1016_177.566733_10.2970267_2.png b/old_website/LDT_SN/20210403/SDSSJ1150+1016/SDSSJ1150+1016_177.566733_10.2970267_2.png new file mode 100644 index 0000000..a237860 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1150+1016/SDSSJ1150+1016_177.566733_10.2970267_2.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1150+1016/SDSSJ1150+1016_177.5699687_10.2988416_1.png b/old_website/LDT_SN/20210403/SDSSJ1150+1016/SDSSJ1150+1016_177.5699687_10.2988416_1.png new file mode 100644 index 0000000..3091dc3 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1150+1016/SDSSJ1150+1016_177.5699687_10.2988416_1.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1150+1016/SDSSJ1150+1016_177.5835721_10.2696232_3.png b/old_website/LDT_SN/20210403/SDSSJ1150+1016/SDSSJ1150+1016_177.5835721_10.2696232_3.png new file mode 100644 index 0000000..ac5d943 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1150+1016/SDSSJ1150+1016_177.5835721_10.2696232_3.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1150+1016/SDSSJ1150+1016_177.5835721_10.2696232_4.png b/old_website/LDT_SN/20210403/SDSSJ1150+1016/SDSSJ1150+1016_177.5835721_10.2696232_4.png new file mode 100644 index 0000000..328630d Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1150+1016/SDSSJ1150+1016_177.5835721_10.2696232_4.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1150+1016/SDSSJ1150+1016_177.5938321_10.2728553_2.png b/old_website/LDT_SN/20210403/SDSSJ1150+1016/SDSSJ1150+1016_177.5938321_10.2728553_2.png new file mode 100644 index 0000000..9114180 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1150+1016/SDSSJ1150+1016_177.5938321_10.2728553_2.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1150+1016/SDSSJ1150+1016_177.5938321_10.2728553_3.png b/old_website/LDT_SN/20210403/SDSSJ1150+1016/SDSSJ1150+1016_177.5938321_10.2728553_3.png new file mode 100644 index 0000000..1e2ea54 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1150+1016/SDSSJ1150+1016_177.5938321_10.2728553_3.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1150+1016/SDSSJ1150+1016_full_image.png b/old_website/LDT_SN/20210403/SDSSJ1150+1016/SDSSJ1150+1016_full_image.png new file mode 100644 index 0000000..0616bdd Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1150+1016/SDSSJ1150+1016_full_image.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612.html b/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612.html new file mode 100644 index 0000000..9046f08 --- /dev/null +++ b/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612.html @@ -0,0 +1,57 @@ + + + + SDSSJ1153+4612 + + +

SDSSJ1153+4612

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.2627095_46.1780191_1.png b/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.2627095_46.1780191_1.png new file mode 100644 index 0000000..056b0e5 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.2627095_46.1780191_1.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.2629482_46.2044528_7.png b/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.2629482_46.2044528_7.png new file mode 100644 index 0000000..c8b2686 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.2629482_46.2044528_7.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.2629512_46.204479_4.png b/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.2629512_46.204479_4.png new file mode 100644 index 0000000..9b5364a Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.2629512_46.204479_4.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.2629512_46.204479_5.png b/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.2629512_46.204479_5.png new file mode 100644 index 0000000..e51e061 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.2629512_46.204479_5.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.2651936_46.1788512_0.png b/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.2651936_46.1788512_0.png new file mode 100644 index 0000000..92b89e9 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.2651936_46.1788512_0.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.2698294_46.2145066_3.png b/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.2698294_46.2145066_3.png new file mode 100644 index 0000000..796ec4b Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.2698294_46.2145066_3.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.2743918_46.2132225_4.png b/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.2743918_46.2132225_4.png new file mode 100644 index 0000000..18c8f6d Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.2743918_46.2132225_4.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.2743957_46.2132284_2.png b/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.2743957_46.2132284_2.png new file mode 100644 index 0000000..22f2d9c Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.2743957_46.2132284_2.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.2781438_46.2053346_3.png b/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.2781438_46.2053346_3.png new file mode 100644 index 0000000..bbf86b2 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.2781438_46.2053346_3.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.2781438_46.2053346_4.png b/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.2781438_46.2053346_4.png new file mode 100644 index 0000000..604b330 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.2781438_46.2053346_4.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.2781686_46.2053421_6.png b/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.2781686_46.2053421_6.png new file mode 100644 index 0000000..57d8ab9 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.2781686_46.2053421_6.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.2784278_46.1852039_14.png b/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.2784278_46.1852039_14.png new file mode 100644 index 0000000..ff0c66f Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.2784278_46.1852039_14.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.2784345_46.1852077_10.png b/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.2784345_46.1852077_10.png new file mode 100644 index 0000000..9cb696f Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.2784345_46.1852077_10.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.2784345_46.1852077_7.png b/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.2784345_46.1852077_7.png new file mode 100644 index 0000000..25d9f51 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.2784345_46.1852077_7.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.2784589_46.2042165_5.png b/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.2784589_46.2042165_5.png new file mode 100644 index 0000000..d461713 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.2784589_46.2042165_5.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.2784589_46.2042165_6.png b/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.2784589_46.2042165_6.png new file mode 100644 index 0000000..bae2db1 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.2784589_46.2042165_6.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.2784702_46.2041958_8.png b/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.2784702_46.2041958_8.png new file mode 100644 index 0000000..42b3c90 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.2784702_46.2041958_8.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.2796941_46.2083537_2.png b/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.2796941_46.2083537_2.png new file mode 100644 index 0000000..6777fb0 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.2796941_46.2083537_2.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.2796941_46.2083537_3.png b/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.2796941_46.2083537_3.png new file mode 100644 index 0000000..abdbf97 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.2796941_46.2083537_3.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.2797046_46.2082961_5.png b/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.2797046_46.2082961_5.png new file mode 100644 index 0000000..d6f4e8d Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.2797046_46.2082961_5.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.2908287_46.1905344_12.png b/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.2908287_46.1905344_12.png new file mode 100644 index 0000000..48dac6b Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.2908287_46.1905344_12.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.2908334_46.190536_9.png b/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.2908334_46.190536_9.png new file mode 100644 index 0000000..1840637 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.2908334_46.190536_9.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.2967113_46.1906143_11.png b/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.2967113_46.1906143_11.png new file mode 100644 index 0000000..46d7955 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.2967113_46.1906143_11.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.2967164_46.1906242_8.png b/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.2967164_46.1906242_8.png new file mode 100644 index 0000000..dc3fc43 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.2967164_46.1906242_8.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.2985952_46.2155744_1.png b/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.2985952_46.2155744_1.png new file mode 100644 index 0000000..217f1a2 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.2985952_46.2155744_1.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.2986104_46.2154734_2.png b/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.2986104_46.2154734_2.png new file mode 100644 index 0000000..43a5c82 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.2986104_46.2154734_2.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.300924_46.1783085_0.png b/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.300924_46.1783085_0.png new file mode 100644 index 0000000..9e8cabd Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.300924_46.1783085_0.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.3038844_46.1854685_13.png b/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.3038844_46.1854685_13.png new file mode 100644 index 0000000..14f54c0 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.3038844_46.1854685_13.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.3193831_46.1927838_10.png b/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.3193831_46.1927838_10.png new file mode 100644 index 0000000..6fde7a0 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.3193831_46.1927838_10.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.319503_46.192851_6.png b/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.319503_46.192851_6.png new file mode 100644 index 0000000..b14b4e4 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.319503_46.192851_6.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.319503_46.192851_7.png b/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.319503_46.192851_7.png new file mode 100644 index 0000000..27cd6f6 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.319503_46.192851_7.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.3207269_46.1972179_9.png b/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.3207269_46.1972179_9.png new file mode 100644 index 0000000..0821a81 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_178.3207269_46.1972179_9.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_full_image.png b/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_full_image.png new file mode 100644 index 0000000..7034f3c Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1153+4612/SDSSJ1153+4612_full_image.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1203+2535/SDSSJ1203+2535.html b/old_website/LDT_SN/20210403/SDSSJ1203+2535/SDSSJ1203+2535.html new file mode 100644 index 0000000..270b1ac --- /dev/null +++ b/old_website/LDT_SN/20210403/SDSSJ1203+2535/SDSSJ1203+2535.html @@ -0,0 +1,24 @@ + + + + SDSSJ1203+2535 + + +

SDSSJ1203+2535

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/20210403/SDSSJ1203+2535/SDSSJ1203+2535_180.9680094_25.6194433_0.png b/old_website/LDT_SN/20210403/SDSSJ1203+2535/SDSSJ1203+2535_180.9680094_25.6194433_0.png new file mode 100644 index 0000000..0b79f79 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1203+2535/SDSSJ1203+2535_180.9680094_25.6194433_0.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1203+2535/SDSSJ1203+2535_180.9701811_25.5904116_2.png b/old_website/LDT_SN/20210403/SDSSJ1203+2535/SDSSJ1203+2535_180.9701811_25.5904116_2.png new file mode 100644 index 0000000..a024072 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1203+2535/SDSSJ1203+2535_180.9701811_25.5904116_2.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1203+2535/SDSSJ1203+2535_180.983509_25.578647_3.png b/old_website/LDT_SN/20210403/SDSSJ1203+2535/SDSSJ1203+2535_180.983509_25.578647_3.png new file mode 100644 index 0000000..32a9139 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1203+2535/SDSSJ1203+2535_180.983509_25.578647_3.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1203+2535/SDSSJ1203+2535_180.9899897_25.6156525_1.png b/old_website/LDT_SN/20210403/SDSSJ1203+2535/SDSSJ1203+2535_180.9899897_25.6156525_1.png new file mode 100644 index 0000000..e99f59a Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1203+2535/SDSSJ1203+2535_180.9899897_25.6156525_1.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1203+2535/SDSSJ1203+2535_full_image.png b/old_website/LDT_SN/20210403/SDSSJ1203+2535/SDSSJ1203+2535_full_image.png new file mode 100644 index 0000000..0905bb6 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1203+2535/SDSSJ1203+2535_full_image.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1204+0358/SDSSJ1204+0358.html b/old_website/LDT_SN/20210403/SDSSJ1204+0358/SDSSJ1204+0358.html new file mode 100644 index 0000000..5a6205e --- /dev/null +++ b/old_website/LDT_SN/20210403/SDSSJ1204+0358/SDSSJ1204+0358.html @@ -0,0 +1,12 @@ + + + + SDSSJ1204+0358 + + +

SDSSJ1204+0358

+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/20210403/SDSSJ1204+0358/SDSSJ1204+0358_181.1780813_3.9777414_0.png b/old_website/LDT_SN/20210403/SDSSJ1204+0358/SDSSJ1204+0358_181.1780813_3.9777414_0.png new file mode 100644 index 0000000..4ebe196 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1204+0358/SDSSJ1204+0358_181.1780813_3.9777414_0.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1204+0358/SDSSJ1204+0358_181.187129_3.9525601_1.png b/old_website/LDT_SN/20210403/SDSSJ1204+0358/SDSSJ1204+0358_181.187129_3.9525601_1.png new file mode 100644 index 0000000..6634915 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1204+0358/SDSSJ1204+0358_181.187129_3.9525601_1.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1204+0358/SDSSJ1204+0358_full_image.png b/old_website/LDT_SN/20210403/SDSSJ1204+0358/SDSSJ1204+0358_full_image.png new file mode 100644 index 0000000..c63b116 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1204+0358/SDSSJ1204+0358_full_image.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1213+6708/SDSSJ1213+6708.html b/old_website/LDT_SN/20210403/SDSSJ1213+6708/SDSSJ1213+6708.html new file mode 100644 index 0000000..95a6197 --- /dev/null +++ b/old_website/LDT_SN/20210403/SDSSJ1213+6708/SDSSJ1213+6708.html @@ -0,0 +1,30 @@ + + + + SDSSJ1213+6708 + + +

SDSSJ1213+6708

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/20210403/SDSSJ1213+6708/SDSSJ1213+6708_183.4026985_67.1602588_0.png b/old_website/LDT_SN/20210403/SDSSJ1213+6708/SDSSJ1213+6708_183.4026985_67.1602588_0.png new file mode 100644 index 0000000..7c8d50a Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1213+6708/SDSSJ1213+6708_183.4026985_67.1602588_0.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1213+6708/SDSSJ1213+6708_183.4089331_67.1599279_1.png b/old_website/LDT_SN/20210403/SDSSJ1213+6708/SDSSJ1213+6708_183.4089331_67.1599279_1.png new file mode 100644 index 0000000..506de4a Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1213+6708/SDSSJ1213+6708_183.4089331_67.1599279_1.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1213+6708/SDSSJ1213+6708_183.4197249_67.1413374_3.png b/old_website/LDT_SN/20210403/SDSSJ1213+6708/SDSSJ1213+6708_183.4197249_67.1413374_3.png new file mode 100644 index 0000000..9f36e46 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1213+6708/SDSSJ1213+6708_183.4197249_67.1413374_3.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1213+6708/SDSSJ1213+6708_183.4413646_67.1389339_4.png b/old_website/LDT_SN/20210403/SDSSJ1213+6708/SDSSJ1213+6708_183.4413646_67.1389339_4.png new file mode 100644 index 0000000..32cccf5 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1213+6708/SDSSJ1213+6708_183.4413646_67.1389339_4.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1213+6708/SDSSJ1213+6708_183.4735378_67.1317645_5.png b/old_website/LDT_SN/20210403/SDSSJ1213+6708/SDSSJ1213+6708_183.4735378_67.1317645_5.png new file mode 100644 index 0000000..8ad6fd8 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1213+6708/SDSSJ1213+6708_183.4735378_67.1317645_5.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1213+6708/SDSSJ1213+6708_183.4764374_67.1416635_2.png b/old_website/LDT_SN/20210403/SDSSJ1213+6708/SDSSJ1213+6708_183.4764374_67.1416635_2.png new file mode 100644 index 0000000..abb6bdb Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1213+6708/SDSSJ1213+6708_183.4764374_67.1416635_2.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1213+6708/SDSSJ1213+6708_full_image.png b/old_website/LDT_SN/20210403/SDSSJ1213+6708/SDSSJ1213+6708_full_image.png new file mode 100644 index 0000000..4fc9e7f Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1213+6708/SDSSJ1213+6708_full_image.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1218+0830/SDSSJ1218+0830.html b/old_website/LDT_SN/20210403/SDSSJ1218+0830/SDSSJ1218+0830.html new file mode 100644 index 0000000..7a469ce --- /dev/null +++ b/old_website/LDT_SN/20210403/SDSSJ1218+0830/SDSSJ1218+0830.html @@ -0,0 +1,18 @@ + + + + SDSSJ1218+0830 + + +

SDSSJ1218+0830

+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/20210403/SDSSJ1218+0830/SDSSJ1218+0830_184.5954118_8.532462_1.png b/old_website/LDT_SN/20210403/SDSSJ1218+0830/SDSSJ1218+0830_184.5954118_8.532462_1.png new file mode 100644 index 0000000..bf263a8 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1218+0830/SDSSJ1218+0830_184.5954118_8.532462_1.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1218+0830/SDSSJ1218+0830_184.607355_8.5097684_0.png b/old_website/LDT_SN/20210403/SDSSJ1218+0830/SDSSJ1218+0830_184.607355_8.5097684_0.png new file mode 100644 index 0000000..876f08b Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1218+0830/SDSSJ1218+0830_184.607355_8.5097684_0.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1218+0830/SDSSJ1218+0830_184.6073652_8.5097616_0.png b/old_website/LDT_SN/20210403/SDSSJ1218+0830/SDSSJ1218+0830_184.6073652_8.5097616_0.png new file mode 100644 index 0000000..480528b Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1218+0830/SDSSJ1218+0830_184.6073652_8.5097616_0.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1218+0830/SDSSJ1218+0830_full_image.png b/old_website/LDT_SN/20210403/SDSSJ1218+0830/SDSSJ1218+0830_full_image.png new file mode 100644 index 0000000..67e4955 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1218+0830/SDSSJ1218+0830_full_image.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1234-0241/SDSSJ1234-0241.html b/old_website/LDT_SN/20210403/SDSSJ1234-0241/SDSSJ1234-0241.html new file mode 100644 index 0000000..fbbc349 --- /dev/null +++ b/old_website/LDT_SN/20210403/SDSSJ1234-0241/SDSSJ1234-0241.html @@ -0,0 +1,12 @@ + + + + SDSSJ1234-0241 + + +

SDSSJ1234-0241

+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/20210403/SDSSJ1234-0241/SDSSJ1234-0241_188.5959526_-2.6922316_0.png b/old_website/LDT_SN/20210403/SDSSJ1234-0241/SDSSJ1234-0241_188.5959526_-2.6922316_0.png new file mode 100644 index 0000000..0fa0ecc Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1234-0241/SDSSJ1234-0241_188.5959526_-2.6922316_0.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1234-0241/SDSSJ1234-0241_188.5959526_-2.6922316_1.png b/old_website/LDT_SN/20210403/SDSSJ1234-0241/SDSSJ1234-0241_188.5959526_-2.6922316_1.png new file mode 100644 index 0000000..b022cbd Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1234-0241/SDSSJ1234-0241_188.5959526_-2.6922316_1.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1234-0241/SDSSJ1234-0241_188.614465_-2.6948708_1.png b/old_website/LDT_SN/20210403/SDSSJ1234-0241/SDSSJ1234-0241_188.614465_-2.6948708_1.png new file mode 100644 index 0000000..f3f164e Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1234-0241/SDSSJ1234-0241_188.614465_-2.6948708_1.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1234-0241/SDSSJ1234-0241_188.614465_-2.6948708_2.png b/old_website/LDT_SN/20210403/SDSSJ1234-0241/SDSSJ1234-0241_188.614465_-2.6948708_2.png new file mode 100644 index 0000000..bfa8980 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1234-0241/SDSSJ1234-0241_188.614465_-2.6948708_2.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1234-0241/SDSSJ1234-0241_188.6288523_-2.7135993_0.png b/old_website/LDT_SN/20210403/SDSSJ1234-0241/SDSSJ1234-0241_188.6288523_-2.7135993_0.png new file mode 100644 index 0000000..93006c7 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1234-0241/SDSSJ1234-0241_188.6288523_-2.7135993_0.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1234-0241/SDSSJ1234-0241_full_image.png b/old_website/LDT_SN/20210403/SDSSJ1234-0241/SDSSJ1234-0241_full_image.png new file mode 100644 index 0000000..e67a987 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1234-0241/SDSSJ1234-0241_full_image.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1250+0523/SDSSJ1250+0523.html b/old_website/LDT_SN/20210403/SDSSJ1250+0523/SDSSJ1250+0523.html new file mode 100644 index 0000000..806f28e --- /dev/null +++ b/old_website/LDT_SN/20210403/SDSSJ1250+0523/SDSSJ1250+0523.html @@ -0,0 +1,45 @@ + + + + SDSSJ1250+0523 + + +

SDSSJ1250+0523

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/20210403/SDSSJ1250+0523/SDSSJ1250+0523_192.5948273_5.4049248_4.png b/old_website/LDT_SN/20210403/SDSSJ1250+0523/SDSSJ1250+0523_192.5948273_5.4049248_4.png new file mode 100644 index 0000000..7a3c546 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1250+0523/SDSSJ1250+0523_192.5948273_5.4049248_4.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1250+0523/SDSSJ1250+0523_192.5948273_5.4049248_5.png b/old_website/LDT_SN/20210403/SDSSJ1250+0523/SDSSJ1250+0523_192.5948273_5.4049248_5.png new file mode 100644 index 0000000..0420e0f Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1250+0523/SDSSJ1250+0523_192.5948273_5.4049248_5.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1250+0523/SDSSJ1250+0523_192.6142056_5.405447_3.png b/old_website/LDT_SN/20210403/SDSSJ1250+0523/SDSSJ1250+0523_192.6142056_5.405447_3.png new file mode 100644 index 0000000..4106f24 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1250+0523/SDSSJ1250+0523_192.6142056_5.405447_3.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1250+0523/SDSSJ1250+0523_192.6142056_5.405447_4.png b/old_website/LDT_SN/20210403/SDSSJ1250+0523/SDSSJ1250+0523_192.6142056_5.405447_4.png new file mode 100644 index 0000000..731b87b Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1250+0523/SDSSJ1250+0523_192.6142056_5.405447_4.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1250+0523/SDSSJ1250+0523_192.6143119_5.4106246_2.png b/old_website/LDT_SN/20210403/SDSSJ1250+0523/SDSSJ1250+0523_192.6143119_5.4106246_2.png new file mode 100644 index 0000000..71968cb Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1250+0523/SDSSJ1250+0523_192.6143119_5.4106246_2.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1250+0523/SDSSJ1250+0523_192.6143119_5.4106246_3.png b/old_website/LDT_SN/20210403/SDSSJ1250+0523/SDSSJ1250+0523_192.6143119_5.4106246_3.png new file mode 100644 index 0000000..569d0a2 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1250+0523/SDSSJ1250+0523_192.6143119_5.4106246_3.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1250+0523/SDSSJ1250+0523_192.6170896_5.4171128_1.png b/old_website/LDT_SN/20210403/SDSSJ1250+0523/SDSSJ1250+0523_192.6170896_5.4171128_1.png new file mode 100644 index 0000000..8dc0b6c Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1250+0523/SDSSJ1250+0523_192.6170896_5.4171128_1.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1250+0523/SDSSJ1250+0523_192.6178914_5.4188624_0.png b/old_website/LDT_SN/20210403/SDSSJ1250+0523/SDSSJ1250+0523_192.6178914_5.4188624_0.png new file mode 100644 index 0000000..f5be430 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1250+0523/SDSSJ1250+0523_192.6178914_5.4188624_0.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1250+0523/SDSSJ1250+0523_192.6181553_5.396973_5.png b/old_website/LDT_SN/20210403/SDSSJ1250+0523/SDSSJ1250+0523_192.6181553_5.396973_5.png new file mode 100644 index 0000000..efd39ca Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1250+0523/SDSSJ1250+0523_192.6181553_5.396973_5.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1250+0523/SDSSJ1250+0523_192.6181553_5.396973_7.png b/old_website/LDT_SN/20210403/SDSSJ1250+0523/SDSSJ1250+0523_192.6181553_5.396973_7.png new file mode 100644 index 0000000..c7a27c7 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1250+0523/SDSSJ1250+0523_192.6181553_5.396973_7.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1250+0523/SDSSJ1250+0523_192.6216014_5.4134718_1.png b/old_website/LDT_SN/20210403/SDSSJ1250+0523/SDSSJ1250+0523_192.6216014_5.4134718_1.png new file mode 100644 index 0000000..02f7dcd Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1250+0523/SDSSJ1250+0523_192.6216014_5.4134718_1.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1250+0523/SDSSJ1250+0523_192.6216014_5.4134718_2.png b/old_website/LDT_SN/20210403/SDSSJ1250+0523/SDSSJ1250+0523_192.6216014_5.4134718_2.png new file mode 100644 index 0000000..fb1a603 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1250+0523/SDSSJ1250+0523_192.6216014_5.4134718_2.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1250+0523/SDSSJ1250+0523_192.6216403_5.3816805_7.png b/old_website/LDT_SN/20210403/SDSSJ1250+0523/SDSSJ1250+0523_192.6216403_5.3816805_7.png new file mode 100644 index 0000000..0dd84ba Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1250+0523/SDSSJ1250+0523_192.6216403_5.3816805_7.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1250+0523/SDSSJ1250+0523_192.6216403_5.3816805_9.png b/old_website/LDT_SN/20210403/SDSSJ1250+0523/SDSSJ1250+0523_192.6216403_5.3816805_9.png new file mode 100644 index 0000000..7c71a61 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1250+0523/SDSSJ1250+0523_192.6216403_5.3816805_9.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1250+0523/SDSSJ1250+0523_192.6376637_5.3922099_6.png b/old_website/LDT_SN/20210403/SDSSJ1250+0523/SDSSJ1250+0523_192.6376637_5.3922099_6.png new file mode 100644 index 0000000..8e48668 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1250+0523/SDSSJ1250+0523_192.6376637_5.3922099_6.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1250+0523/SDSSJ1250+0523_192.6376637_5.3922099_8.png b/old_website/LDT_SN/20210403/SDSSJ1250+0523/SDSSJ1250+0523_192.6376637_5.3922099_8.png new file mode 100644 index 0000000..301e5a8 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1250+0523/SDSSJ1250+0523_192.6376637_5.3922099_8.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1250+0523/SDSSJ1250+0523_192.6377577_5.3785062_10.png b/old_website/LDT_SN/20210403/SDSSJ1250+0523/SDSSJ1250+0523_192.6377577_5.3785062_10.png new file mode 100644 index 0000000..225cd7d Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1250+0523/SDSSJ1250+0523_192.6377577_5.3785062_10.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1250+0523/SDSSJ1250+0523_192.6377577_5.3785062_8.png b/old_website/LDT_SN/20210403/SDSSJ1250+0523/SDSSJ1250+0523_192.6377577_5.3785062_8.png new file mode 100644 index 0000000..5397641 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1250+0523/SDSSJ1250+0523_192.6377577_5.3785062_8.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1250+0523/SDSSJ1250+0523_192.6389663_5.4028986_6.png b/old_website/LDT_SN/20210403/SDSSJ1250+0523/SDSSJ1250+0523_192.6389663_5.4028986_6.png new file mode 100644 index 0000000..faf8449 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1250+0523/SDSSJ1250+0523_192.6389663_5.4028986_6.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1250+0523/SDSSJ1250+0523_full_image.png b/old_website/LDT_SN/20210403/SDSSJ1250+0523/SDSSJ1250+0523_full_image.png new file mode 100644 index 0000000..0a4dce0 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1250+0523/SDSSJ1250+0523_full_image.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1251-0208/SDSSJ1251-0208.html b/old_website/LDT_SN/20210403/SDSSJ1251-0208/SDSSJ1251-0208.html new file mode 100644 index 0000000..9514787 --- /dev/null +++ b/old_website/LDT_SN/20210403/SDSSJ1251-0208/SDSSJ1251-0208.html @@ -0,0 +1,21 @@ + + + + SDSSJ1251-0208 + + +

SDSSJ1251-0208

+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/20210403/SDSSJ1251-0208/SDSSJ1251-0208_192.8844706_-2.1579805_0.png b/old_website/LDT_SN/20210403/SDSSJ1251-0208/SDSSJ1251-0208_192.8844706_-2.1579805_0.png new file mode 100644 index 0000000..9e8cabd Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1251-0208/SDSSJ1251-0208_192.8844706_-2.1579805_0.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1251-0208/SDSSJ1251-0208_192.8889164_-2.134594_2.png b/old_website/LDT_SN/20210403/SDSSJ1251-0208/SDSSJ1251-0208_192.8889164_-2.134594_2.png new file mode 100644 index 0000000..3d685bc Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1251-0208/SDSSJ1251-0208_192.8889164_-2.134594_2.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1251-0208/SDSSJ1251-0208_192.8953971_-2.1146072_1.png b/old_website/LDT_SN/20210403/SDSSJ1251-0208/SDSSJ1251-0208_192.8953971_-2.1146072_1.png new file mode 100644 index 0000000..1a96617 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1251-0208/SDSSJ1251-0208_192.8953971_-2.1146072_1.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1251-0208/SDSSJ1251-0208_full_image.png b/old_website/LDT_SN/20210403/SDSSJ1251-0208/SDSSJ1251-0208_full_image.png new file mode 100644 index 0000000..d7a0210 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1251-0208/SDSSJ1251-0208_full_image.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1319+1504/SDSSJ1319+1504.html b/old_website/LDT_SN/20210403/SDSSJ1319+1504/SDSSJ1319+1504.html new file mode 100644 index 0000000..535ce07 --- /dev/null +++ b/old_website/LDT_SN/20210403/SDSSJ1319+1504/SDSSJ1319+1504.html @@ -0,0 +1,30 @@ + + + + SDSSJ1319+1504 + + +

SDSSJ1319+1504

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/20210403/SDSSJ1319+1504/SDSSJ1319+1504_199.8679973_15.0898519_0.png b/old_website/LDT_SN/20210403/SDSSJ1319+1504/SDSSJ1319+1504_199.8679973_15.0898519_0.png new file mode 100644 index 0000000..089cfc6 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1319+1504/SDSSJ1319+1504_199.8679973_15.0898519_0.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1319+1504/SDSSJ1319+1504_199.8721415_15.080183_1.png b/old_website/LDT_SN/20210403/SDSSJ1319+1504/SDSSJ1319+1504_199.8721415_15.080183_1.png new file mode 100644 index 0000000..868b610 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1319+1504/SDSSJ1319+1504_199.8721415_15.080183_1.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1319+1504/SDSSJ1319+1504_199.8721415_15.080183_3.png b/old_website/LDT_SN/20210403/SDSSJ1319+1504/SDSSJ1319+1504_199.8721415_15.080183_3.png new file mode 100644 index 0000000..8956719 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1319+1504/SDSSJ1319+1504_199.8721415_15.080183_3.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1319+1504/SDSSJ1319+1504_199.8735931_15.0628455_3.png b/old_website/LDT_SN/20210403/SDSSJ1319+1504/SDSSJ1319+1504_199.8735931_15.0628455_3.png new file mode 100644 index 0000000..7f60caa Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1319+1504/SDSSJ1319+1504_199.8735931_15.0628455_3.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1319+1504/SDSSJ1319+1504_199.8735931_15.0628455_5.png b/old_website/LDT_SN/20210403/SDSSJ1319+1504/SDSSJ1319+1504_199.8735931_15.0628455_5.png new file mode 100644 index 0000000..2c37a4c Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1319+1504/SDSSJ1319+1504_199.8735931_15.0628455_5.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1319+1504/SDSSJ1319+1504_199.8756642_15.0869213_0.png b/old_website/LDT_SN/20210403/SDSSJ1319+1504/SDSSJ1319+1504_199.8756642_15.0869213_0.png new file mode 100644 index 0000000..76263e8 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1319+1504/SDSSJ1319+1504_199.8756642_15.0869213_0.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1319+1504/SDSSJ1319+1504_199.8756642_15.0869213_2.png b/old_website/LDT_SN/20210403/SDSSJ1319+1504/SDSSJ1319+1504_199.8756642_15.0869213_2.png new file mode 100644 index 0000000..65af845 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1319+1504/SDSSJ1319+1504_199.8756642_15.0869213_2.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1319+1504/SDSSJ1319+1504_199.878181_15.0678481_2.png b/old_website/LDT_SN/20210403/SDSSJ1319+1504/SDSSJ1319+1504_199.878181_15.0678481_2.png new file mode 100644 index 0000000..b128967 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1319+1504/SDSSJ1319+1504_199.878181_15.0678481_2.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1319+1504/SDSSJ1319+1504_199.878181_15.0678481_4.png b/old_website/LDT_SN/20210403/SDSSJ1319+1504/SDSSJ1319+1504_199.878181_15.0678481_4.png new file mode 100644 index 0000000..8ae63c7 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1319+1504/SDSSJ1319+1504_199.878181_15.0678481_4.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1319+1504/SDSSJ1319+1504_199.8925337_15.09026_1.png b/old_website/LDT_SN/20210403/SDSSJ1319+1504/SDSSJ1319+1504_199.8925337_15.09026_1.png new file mode 100644 index 0000000..9c53328 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1319+1504/SDSSJ1319+1504_199.8925337_15.09026_1.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1319+1504/SDSSJ1319+1504_full_image.png b/old_website/LDT_SN/20210403/SDSSJ1319+1504/SDSSJ1319+1504_full_image.png new file mode 100644 index 0000000..e275dab Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1319+1504/SDSSJ1319+1504_full_image.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1337+3620/SDSSJ1337+3620.html b/old_website/LDT_SN/20210403/SDSSJ1337+3620/SDSSJ1337+3620.html new file mode 100644 index 0000000..227236a --- /dev/null +++ b/old_website/LDT_SN/20210403/SDSSJ1337+3620/SDSSJ1337+3620.html @@ -0,0 +1,51 @@ + + + + SDSSJ1337+3620 + + +

SDSSJ1337+3620

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/20210403/SDSSJ1337+3620/SDSSJ1337+3620_204.4432667_36.3268062_10.png b/old_website/LDT_SN/20210403/SDSSJ1337+3620/SDSSJ1337+3620_204.4432667_36.3268062_10.png new file mode 100644 index 0000000..214a29a Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1337+3620/SDSSJ1337+3620_204.4432667_36.3268062_10.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1337+3620/SDSSJ1337+3620_204.4432667_36.3268062_8.png b/old_website/LDT_SN/20210403/SDSSJ1337+3620/SDSSJ1337+3620_204.4432667_36.3268062_8.png new file mode 100644 index 0000000..9dafea3 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1337+3620/SDSSJ1337+3620_204.4432667_36.3268062_8.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1337+3620/SDSSJ1337+3620_204.4446381_36.3544488_1.png b/old_website/LDT_SN/20210403/SDSSJ1337+3620/SDSSJ1337+3620_204.4446381_36.3544488_1.png new file mode 100644 index 0000000..f6cdbe8 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1337+3620/SDSSJ1337+3620_204.4446381_36.3544488_1.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1337+3620/SDSSJ1337+3620_204.4446381_36.3544488_2.png b/old_website/LDT_SN/20210403/SDSSJ1337+3620/SDSSJ1337+3620_204.4446381_36.3544488_2.png new file mode 100644 index 0000000..0de1d03 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1337+3620/SDSSJ1337+3620_204.4446381_36.3544488_2.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1337+3620/SDSSJ1337+3620_204.4453426_36.3309223_7.png b/old_website/LDT_SN/20210403/SDSSJ1337+3620/SDSSJ1337+3620_204.4453426_36.3309223_7.png new file mode 100644 index 0000000..2189578 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1337+3620/SDSSJ1337+3620_204.4453426_36.3309223_7.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1337+3620/SDSSJ1337+3620_204.4453426_36.3309223_9.png b/old_website/LDT_SN/20210403/SDSSJ1337+3620/SDSSJ1337+3620_204.4453426_36.3309223_9.png new file mode 100644 index 0000000..66b57eb Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1337+3620/SDSSJ1337+3620_204.4453426_36.3309223_9.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1337+3620/SDSSJ1337+3620_204.450433_36.3473083_3.png b/old_website/LDT_SN/20210403/SDSSJ1337+3620/SDSSJ1337+3620_204.450433_36.3473083_3.png new file mode 100644 index 0000000..9ee582c Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1337+3620/SDSSJ1337+3620_204.450433_36.3473083_3.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1337+3620/SDSSJ1337+3620_204.450433_36.3473083_4.png b/old_website/LDT_SN/20210403/SDSSJ1337+3620/SDSSJ1337+3620_204.450433_36.3473083_4.png new file mode 100644 index 0000000..02a7673 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1337+3620/SDSSJ1337+3620_204.450433_36.3473083_4.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1337+3620/SDSSJ1337+3620_204.4531745_36.3502088_2.png b/old_website/LDT_SN/20210403/SDSSJ1337+3620/SDSSJ1337+3620_204.4531745_36.3502088_2.png new file mode 100644 index 0000000..a26454c Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1337+3620/SDSSJ1337+3620_204.4531745_36.3502088_2.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1337+3620/SDSSJ1337+3620_204.4531745_36.3502088_3.png b/old_website/LDT_SN/20210403/SDSSJ1337+3620/SDSSJ1337+3620_204.4531745_36.3502088_3.png new file mode 100644 index 0000000..16d1344 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1337+3620/SDSSJ1337+3620_204.4531745_36.3502088_3.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1337+3620/SDSSJ1337+3620_204.4560632_36.3333819_5.png b/old_website/LDT_SN/20210403/SDSSJ1337+3620/SDSSJ1337+3620_204.4560632_36.3333819_5.png new file mode 100644 index 0000000..4b91415 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1337+3620/SDSSJ1337+3620_204.4560632_36.3333819_5.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1337+3620/SDSSJ1337+3620_204.4560632_36.3333819_7.png b/old_website/LDT_SN/20210403/SDSSJ1337+3620/SDSSJ1337+3620_204.4560632_36.3333819_7.png new file mode 100644 index 0000000..09afa71 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1337+3620/SDSSJ1337+3620_204.4560632_36.3333819_7.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1337+3620/SDSSJ1337+3620_204.4722648_36.3571178_1.png b/old_website/LDT_SN/20210403/SDSSJ1337+3620/SDSSJ1337+3620_204.4722648_36.3571178_1.png new file mode 100644 index 0000000..e629d1c Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1337+3620/SDSSJ1337+3620_204.4722648_36.3571178_1.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1337+3620/SDSSJ1337+3620_204.4794303_36.3315505_6.png b/old_website/LDT_SN/20210403/SDSSJ1337+3620/SDSSJ1337+3620_204.4794303_36.3315505_6.png new file mode 100644 index 0000000..d313d75 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1337+3620/SDSSJ1337+3620_204.4794303_36.3315505_6.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1337+3620/SDSSJ1337+3620_204.4794303_36.3315505_8.png b/old_website/LDT_SN/20210403/SDSSJ1337+3620/SDSSJ1337+3620_204.4794303_36.3315505_8.png new file mode 100644 index 0000000..674381b Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1337+3620/SDSSJ1337+3620_204.4794303_36.3315505_8.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1337+3620/SDSSJ1337+3620_204.4797027_36.3579802_0.png b/old_website/LDT_SN/20210403/SDSSJ1337+3620/SDSSJ1337+3620_204.4797027_36.3579802_0.png new file mode 100644 index 0000000..ec791f1 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1337+3620/SDSSJ1337+3620_204.4797027_36.3579802_0.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1337+3620/SDSSJ1337+3620_204.4883287_36.320841_11.png b/old_website/LDT_SN/20210403/SDSSJ1337+3620/SDSSJ1337+3620_204.4883287_36.320841_11.png new file mode 100644 index 0000000..32cf0df Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1337+3620/SDSSJ1337+3620_204.4883287_36.320841_11.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1337+3620/SDSSJ1337+3620_204.4888819_36.3423626_4.png b/old_website/LDT_SN/20210403/SDSSJ1337+3620/SDSSJ1337+3620_204.4888819_36.3423626_4.png new file mode 100644 index 0000000..7040ff8 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1337+3620/SDSSJ1337+3620_204.4888819_36.3423626_4.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1337+3620/SDSSJ1337+3620_204.4888819_36.3423626_5.png b/old_website/LDT_SN/20210403/SDSSJ1337+3620/SDSSJ1337+3620_204.4888819_36.3423626_5.png new file mode 100644 index 0000000..a1597ab Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1337+3620/SDSSJ1337+3620_204.4888819_36.3423626_5.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1337+3620/SDSSJ1337+3620_204.4928826_36.3183974_12.png b/old_website/LDT_SN/20210403/SDSSJ1337+3620/SDSSJ1337+3620_204.4928826_36.3183974_12.png new file mode 100644 index 0000000..f6d7729 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1337+3620/SDSSJ1337+3620_204.4928826_36.3183974_12.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1337+3620/SDSSJ1337+3620_204.4928826_36.3183974_9.png b/old_website/LDT_SN/20210403/SDSSJ1337+3620/SDSSJ1337+3620_204.4928826_36.3183974_9.png new file mode 100644 index 0000000..3eb8752 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1337+3620/SDSSJ1337+3620_204.4928826_36.3183974_9.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1337+3620/SDSSJ1337+3620_204.4932548_36.3390398_6.png b/old_website/LDT_SN/20210403/SDSSJ1337+3620/SDSSJ1337+3620_204.4932548_36.3390398_6.png new file mode 100644 index 0000000..50b3c8e Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1337+3620/SDSSJ1337+3620_204.4932548_36.3390398_6.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1337+3620/SDSSJ1337+3620_full_image.png b/old_website/LDT_SN/20210403/SDSSJ1337+3620/SDSSJ1337+3620_full_image.png new file mode 100644 index 0000000..a811a4d Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1337+3620/SDSSJ1337+3620_full_image.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1349+3612/SDSSJ1349+3612.html b/old_website/LDT_SN/20210403/SDSSJ1349+3612/SDSSJ1349+3612.html new file mode 100644 index 0000000..a8bbccf --- /dev/null +++ b/old_website/LDT_SN/20210403/SDSSJ1349+3612/SDSSJ1349+3612.html @@ -0,0 +1,21 @@ + + + + SDSSJ1349+3612 + + +

SDSSJ1349+3612

+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/20210403/SDSSJ1349+3612/SDSSJ1349+3612_207.293235_36.1911607_1.png b/old_website/LDT_SN/20210403/SDSSJ1349+3612/SDSSJ1349+3612_207.293235_36.1911607_1.png new file mode 100644 index 0000000..373eb84 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1349+3612/SDSSJ1349+3612_207.293235_36.1911607_1.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1349+3612/SDSSJ1349+3612_207.2984399_36.1912784_2.png b/old_website/LDT_SN/20210403/SDSSJ1349+3612/SDSSJ1349+3612_207.2984399_36.1912784_2.png new file mode 100644 index 0000000..67fd30f Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1349+3612/SDSSJ1349+3612_207.2984399_36.1912784_2.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1349+3612/SDSSJ1349+3612_207.3160949_36.2198384_0.png b/old_website/LDT_SN/20210403/SDSSJ1349+3612/SDSSJ1349+3612_207.3160949_36.2198384_0.png new file mode 100644 index 0000000..99572c2 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1349+3612/SDSSJ1349+3612_207.3160949_36.2198384_0.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1349+3612/SDSSJ1349+3612_full_image.png b/old_website/LDT_SN/20210403/SDSSJ1349+3612/SDSSJ1349+3612_full_image.png new file mode 100644 index 0000000..b06a888 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1349+3612/SDSSJ1349+3612_full_image.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1352+3216/SDSSJ1352+3216.html b/old_website/LDT_SN/20210403/SDSSJ1352+3216/SDSSJ1352+3216.html new file mode 100644 index 0000000..53e64c2 --- /dev/null +++ b/old_website/LDT_SN/20210403/SDSSJ1352+3216/SDSSJ1352+3216.html @@ -0,0 +1,24 @@ + + + + SDSSJ1352+3216 + + +

SDSSJ1352+3216

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/20210403/SDSSJ1352+3216/SDSSJ1352+3216_208.0718733_32.2935501_1.png b/old_website/LDT_SN/20210403/SDSSJ1352+3216/SDSSJ1352+3216_208.0718733_32.2935501_1.png new file mode 100644 index 0000000..8efec39 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1352+3216/SDSSJ1352+3216_208.0718733_32.2935501_1.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1352+3216/SDSSJ1352+3216_208.0719927_32.2759795_2.png b/old_website/LDT_SN/20210403/SDSSJ1352+3216/SDSSJ1352+3216_208.0719927_32.2759795_2.png new file mode 100644 index 0000000..f5eaf05 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1352+3216/SDSSJ1352+3216_208.0719927_32.2759795_2.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1352+3216/SDSSJ1352+3216_208.0832252_32.2959149_0.png b/old_website/LDT_SN/20210403/SDSSJ1352+3216/SDSSJ1352+3216_208.0832252_32.2959149_0.png new file mode 100644 index 0000000..dfddaa8 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1352+3216/SDSSJ1352+3216_208.0832252_32.2959149_0.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1352+3216/SDSSJ1352+3216_208.0957772_32.268635_3.png b/old_website/LDT_SN/20210403/SDSSJ1352+3216/SDSSJ1352+3216_208.0957772_32.268635_3.png new file mode 100644 index 0000000..02d2416 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1352+3216/SDSSJ1352+3216_208.0957772_32.268635_3.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1352+3216/SDSSJ1352+3216_full_image.png b/old_website/LDT_SN/20210403/SDSSJ1352+3216/SDSSJ1352+3216_full_image.png new file mode 100644 index 0000000..c272659 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1352+3216/SDSSJ1352+3216_full_image.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321.html b/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321.html new file mode 100644 index 0000000..b71c49b --- /dev/null +++ b/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321.html @@ -0,0 +1,57 @@ + + + + SDSSJ1402+6321 + + +

SDSSJ1402+6321

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.5754224_63.3578727_7.png b/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.5754224_63.3578727_7.png new file mode 100644 index 0000000..a80eaea Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.5754224_63.3578727_7.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.5754224_63.3578727_8.png b/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.5754224_63.3578727_8.png new file mode 100644 index 0000000..f9d082f Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.5754224_63.3578727_8.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.5772116_63.3455494_11.png b/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.5772116_63.3455494_11.png new file mode 100644 index 0000000..5314ddc Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.5772116_63.3455494_11.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.5772116_63.3455494_13.png b/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.5772116_63.3455494_13.png new file mode 100644 index 0000000..a388d92 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.5772116_63.3455494_13.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.5940153_63.3440145_12.png b/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.5940153_63.3440145_12.png new file mode 100644 index 0000000..d61a596 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.5940153_63.3440145_12.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.5940153_63.3440145_14.png b/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.5940153_63.3440145_14.png new file mode 100644 index 0000000..9326303 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.5940153_63.3440145_14.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.5945502_63.3681742_3.png b/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.5945502_63.3681742_3.png new file mode 100644 index 0000000..0b8adf3 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.5945502_63.3681742_3.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.5945502_63.3681742_4.png b/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.5945502_63.3681742_4.png new file mode 100644 index 0000000..6a76b37 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.5945502_63.3681742_4.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.6029761_63.3811675_0.png b/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.6029761_63.3811675_0.png new file mode 100644 index 0000000..96f8b1b Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.6029761_63.3811675_0.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.6101016_63.3600023_5.png b/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.6101016_63.3600023_5.png new file mode 100644 index 0000000..a48edb0 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.6101016_63.3600023_5.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.6101016_63.3600023_6.png b/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.6101016_63.3600023_6.png new file mode 100644 index 0000000..6f76133 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.6101016_63.3600023_6.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.6130074_63.3766987_0.png b/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.6130074_63.3766987_0.png new file mode 100644 index 0000000..4061a8b Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.6130074_63.3766987_0.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.6130074_63.3766987_1.png b/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.6130074_63.3766987_1.png new file mode 100644 index 0000000..76c3492 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.6130074_63.3766987_1.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.6171316_63.359344_6.png b/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.6171316_63.359344_6.png new file mode 100644 index 0000000..cd2cb0b Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.6171316_63.359344_6.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.6171316_63.359344_7.png b/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.6171316_63.359344_7.png new file mode 100644 index 0000000..8bb004f Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.6171316_63.359344_7.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.6185099_63.356901_9.png b/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.6185099_63.356901_9.png new file mode 100644 index 0000000..85640da Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.6185099_63.356901_9.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.6362777_63.3544235_10.png b/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.6362777_63.3544235_10.png new file mode 100644 index 0000000..e55e66c Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.6362777_63.3544235_10.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.6362777_63.3544235_8.png b/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.6362777_63.3544235_8.png new file mode 100644 index 0000000..dfedbe1 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.6362777_63.3544235_8.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.6387855_63.3514862_11.png b/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.6387855_63.3514862_11.png new file mode 100644 index 0000000..8340c8e Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.6387855_63.3514862_11.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.6387855_63.3514862_9.png b/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.6387855_63.3514862_9.png new file mode 100644 index 0000000..d7135af Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.6387855_63.3514862_9.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.6559968_63.3759774_2.png b/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.6559968_63.3759774_2.png new file mode 100644 index 0000000..3b2e826 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.6559968_63.3759774_2.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.6559968_63.3759774_3.png b/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.6559968_63.3759774_3.png new file mode 100644 index 0000000..7040965 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.6559968_63.3759774_3.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.6594772_63.3665129_4.png b/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.6594772_63.3665129_4.png new file mode 100644 index 0000000..47e4599 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.6594772_63.3665129_4.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.6594772_63.3665129_5.png b/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.6594772_63.3665129_5.png new file mode 100644 index 0000000..27bb5ba Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.6594772_63.3665129_5.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.664093_63.3775996_1.png b/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.664093_63.3775996_1.png new file mode 100644 index 0000000..2358d52 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.664093_63.3775996_1.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.664093_63.3775996_2.png b/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.664093_63.3775996_2.png new file mode 100644 index 0000000..a3a19bc Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.664093_63.3775996_2.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.6650993_63.3484253_10.png b/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.6650993_63.3484253_10.png new file mode 100644 index 0000000..40253d6 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.6650993_63.3484253_10.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.6650993_63.3484253_12.png b/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.6650993_63.3484253_12.png new file mode 100644 index 0000000..ea2c956 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_210.6650993_63.3484253_12.png differ diff --git a/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_full_image.png b/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_full_image.png new file mode 100644 index 0000000..8640e82 Binary files /dev/null and b/old_website/LDT_SN/20210403/SDSSJ1402+6321/SDSSJ1402+6321_full_image.png differ diff --git a/old_website/LDT_SN/20210506/CSWA8/CSWA8.html b/old_website/LDT_SN/20210506/CSWA8/CSWA8.html new file mode 100644 index 0000000..d52fcac --- /dev/null +++ b/old_website/LDT_SN/20210506/CSWA8/CSWA8.html @@ -0,0 +1,72 @@ + + + + CSWA8 + + +

CSWA8

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/20210506/CSWA8/CSWA8_182.3219896_26.6560304_2.png b/old_website/LDT_SN/20210506/CSWA8/CSWA8_182.3219896_26.6560304_2.png new file mode 100644 index 0000000..427a45f Binary files /dev/null and b/old_website/LDT_SN/20210506/CSWA8/CSWA8_182.3219896_26.6560304_2.png differ diff --git a/old_website/LDT_SN/20210506/CSWA8/CSWA8_182.3272699_26.6987024_16.png b/old_website/LDT_SN/20210506/CSWA8/CSWA8_182.3272699_26.6987024_16.png new file mode 100644 index 0000000..a2a1940 Binary files /dev/null and b/old_website/LDT_SN/20210506/CSWA8/CSWA8_182.3272699_26.6987024_16.png differ diff --git a/old_website/LDT_SN/20210506/CSWA8/CSWA8_182.3309638_26.7025247_5.png b/old_website/LDT_SN/20210506/CSWA8/CSWA8_182.3309638_26.7025247_5.png new file mode 100644 index 0000000..c2337f3 Binary files /dev/null and b/old_website/LDT_SN/20210506/CSWA8/CSWA8_182.3309638_26.7025247_5.png differ diff --git a/old_website/LDT_SN/20210506/CSWA8/CSWA8_182.3322844_26.702548_6.png b/old_website/LDT_SN/20210506/CSWA8/CSWA8_182.3322844_26.702548_6.png new file mode 100644 index 0000000..bbc6c86 Binary files /dev/null and b/old_website/LDT_SN/20210506/CSWA8/CSWA8_182.3322844_26.702548_6.png differ diff --git a/old_website/LDT_SN/20210506/CSWA8/CSWA8_182.3412763_26.7026895_4.png b/old_website/LDT_SN/20210506/CSWA8/CSWA8_182.3412763_26.7026895_4.png new file mode 100644 index 0000000..509df5d Binary files /dev/null and b/old_website/LDT_SN/20210506/CSWA8/CSWA8_182.3412763_26.7026895_4.png differ diff --git a/old_website/LDT_SN/20210506/CSWA8/CSWA8_182.3420021_26.6592655_1.png b/old_website/LDT_SN/20210506/CSWA8/CSWA8_182.3420021_26.6592655_1.png new file mode 100644 index 0000000..1110e90 Binary files /dev/null and b/old_website/LDT_SN/20210506/CSWA8/CSWA8_182.3420021_26.6592655_1.png differ diff --git a/old_website/LDT_SN/20210506/CSWA8/CSWA8_182.3420829_26.6640833_0.png b/old_website/LDT_SN/20210506/CSWA8/CSWA8_182.3420829_26.6640833_0.png new file mode 100644 index 0000000..dd32c2c Binary files /dev/null and b/old_website/LDT_SN/20210506/CSWA8/CSWA8_182.3420829_26.6640833_0.png differ diff --git a/old_website/LDT_SN/20210506/CSWA8/CSWA8_182.3444614_26.6981597_18.png b/old_website/LDT_SN/20210506/CSWA8/CSWA8_182.3444614_26.6981597_18.png new file mode 100644 index 0000000..8a58517 Binary files /dev/null and b/old_website/LDT_SN/20210506/CSWA8/CSWA8_182.3444614_26.6981597_18.png differ diff --git a/old_website/LDT_SN/20210506/CSWA8/CSWA8_182.3497949_26.7010603_9.png b/old_website/LDT_SN/20210506/CSWA8/CSWA8_182.3497949_26.7010603_9.png new file mode 100644 index 0000000..d7d228a Binary files /dev/null and b/old_website/LDT_SN/20210506/CSWA8/CSWA8_182.3497949_26.7010603_9.png differ diff --git a/old_website/LDT_SN/20210506/CSWA8/CSWA8_182.3501995_26.6989_15.png b/old_website/LDT_SN/20210506/CSWA8/CSWA8_182.3501995_26.6989_15.png new file mode 100644 index 0000000..74f9a31 Binary files /dev/null and b/old_website/LDT_SN/20210506/CSWA8/CSWA8_182.3501995_26.6989_15.png differ diff --git a/old_website/LDT_SN/20210506/CSWA8/CSWA8_182.3544191_26.700418_11.png b/old_website/LDT_SN/20210506/CSWA8/CSWA8_182.3544191_26.700418_11.png new file mode 100644 index 0000000..c06370c Binary files /dev/null and b/old_website/LDT_SN/20210506/CSWA8/CSWA8_182.3544191_26.700418_11.png differ diff --git a/old_website/LDT_SN/20210506/CSWA8/CSWA8_182.3553512_26.7018219_8.png b/old_website/LDT_SN/20210506/CSWA8/CSWA8_182.3553512_26.7018219_8.png new file mode 100644 index 0000000..6feb4b1 Binary files /dev/null and b/old_website/LDT_SN/20210506/CSWA8/CSWA8_182.3553512_26.7018219_8.png differ diff --git a/old_website/LDT_SN/20210506/CSWA8/CSWA8_182.3596549_26.6972223_17.png b/old_website/LDT_SN/20210506/CSWA8/CSWA8_182.3596549_26.6972223_17.png new file mode 100644 index 0000000..9040938 Binary files /dev/null and b/old_website/LDT_SN/20210506/CSWA8/CSWA8_182.3596549_26.6972223_17.png differ diff --git a/old_website/LDT_SN/20210506/CSWA8/CSWA8_182.3598661_26.6989506_14.png b/old_website/LDT_SN/20210506/CSWA8/CSWA8_182.3598661_26.6989506_14.png new file mode 100644 index 0000000..5031ddd Binary files /dev/null and b/old_website/LDT_SN/20210506/CSWA8/CSWA8_182.3598661_26.6989506_14.png differ diff --git a/old_website/LDT_SN/20210506/CSWA8/CSWA8_182.3628491_26.6555647_3.png b/old_website/LDT_SN/20210506/CSWA8/CSWA8_182.3628491_26.6555647_3.png new file mode 100644 index 0000000..22ab52b Binary files /dev/null and b/old_website/LDT_SN/20210506/CSWA8/CSWA8_182.3628491_26.6555647_3.png differ diff --git a/old_website/LDT_SN/20210506/CSWA8/CSWA8_182.3654803_26.6994701_13.png b/old_website/LDT_SN/20210506/CSWA8/CSWA8_182.3654803_26.6994701_13.png new file mode 100644 index 0000000..7a7ac3c Binary files /dev/null and b/old_website/LDT_SN/20210506/CSWA8/CSWA8_182.3654803_26.6994701_13.png differ diff --git a/old_website/LDT_SN/20210506/CSWA8/CSWA8_182.3666669_26.6997299_12.png b/old_website/LDT_SN/20210506/CSWA8/CSWA8_182.3666669_26.6997299_12.png new file mode 100644 index 0000000..1255551 Binary files /dev/null and b/old_website/LDT_SN/20210506/CSWA8/CSWA8_182.3666669_26.6997299_12.png differ diff --git a/old_website/LDT_SN/20210506/CSWA8/CSWA8_182.3668527_26.6968911_19.png b/old_website/LDT_SN/20210506/CSWA8/CSWA8_182.3668527_26.6968911_19.png new file mode 100644 index 0000000..22edefd Binary files /dev/null and b/old_website/LDT_SN/20210506/CSWA8/CSWA8_182.3668527_26.6968911_19.png differ diff --git a/old_website/LDT_SN/20210506/CSWA8/CSWA8_182.3711592_26.7005441_10.png b/old_website/LDT_SN/20210506/CSWA8/CSWA8_182.3711592_26.7005441_10.png new file mode 100644 index 0000000..16bd5f0 Binary files /dev/null and b/old_website/LDT_SN/20210506/CSWA8/CSWA8_182.3711592_26.7005441_10.png differ diff --git a/old_website/LDT_SN/20210506/CSWA8/CSWA8_182.372151_26.7020733_7.png b/old_website/LDT_SN/20210506/CSWA8/CSWA8_182.372151_26.7020733_7.png new file mode 100644 index 0000000..bb486c4 Binary files /dev/null and b/old_website/LDT_SN/20210506/CSWA8/CSWA8_182.372151_26.7020733_7.png differ diff --git a/old_website/LDT_SN/20210506/CSWA8/CSWA8_full_image.png b/old_website/LDT_SN/20210506/CSWA8/CSWA8_full_image.png new file mode 100644 index 0000000..524f2b0 Binary files /dev/null and b/old_website/LDT_SN/20210506/CSWA8/CSWA8_full_image.png differ diff --git a/old_website/LDT_SN/20210506/HSTJ1418+5236/HSTJ1418+5236.html b/old_website/LDT_SN/20210506/HSTJ1418+5236/HSTJ1418+5236.html new file mode 100644 index 0000000..319d24f --- /dev/null +++ b/old_website/LDT_SN/20210506/HSTJ1418+5236/HSTJ1418+5236.html @@ -0,0 +1,45 @@ + + + + HSTJ1418+5236 + + +

HSTJ1418+5236

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/20210506/HSTJ1418+5236/HSTJ1418+5236_214.5527659_52.6195558_3.png b/old_website/LDT_SN/20210506/HSTJ1418+5236/HSTJ1418+5236_214.5527659_52.6195558_3.png new file mode 100644 index 0000000..3a2e872 Binary files /dev/null and b/old_website/LDT_SN/20210506/HSTJ1418+5236/HSTJ1418+5236_214.5527659_52.6195558_3.png differ diff --git a/old_website/LDT_SN/20210506/HSTJ1418+5236/HSTJ1418+5236_214.5647558_52.6066136_7.png b/old_website/LDT_SN/20210506/HSTJ1418+5236/HSTJ1418+5236_214.5647558_52.6066136_7.png new file mode 100644 index 0000000..d8424a5 Binary files /dev/null and b/old_website/LDT_SN/20210506/HSTJ1418+5236/HSTJ1418+5236_214.5647558_52.6066136_7.png differ diff --git a/old_website/LDT_SN/20210506/HSTJ1418+5236/HSTJ1418+5236_214.5731371_52.591705_10.png b/old_website/LDT_SN/20210506/HSTJ1418+5236/HSTJ1418+5236_214.5731371_52.591705_10.png new file mode 100644 index 0000000..fd3f1ae Binary files /dev/null and b/old_website/LDT_SN/20210506/HSTJ1418+5236/HSTJ1418+5236_214.5731371_52.591705_10.png differ diff --git a/old_website/LDT_SN/20210506/HSTJ1418+5236/HSTJ1418+5236_214.57571_52.6072125_6.png b/old_website/LDT_SN/20210506/HSTJ1418+5236/HSTJ1418+5236_214.57571_52.6072125_6.png new file mode 100644 index 0000000..2119bd5 Binary files /dev/null and b/old_website/LDT_SN/20210506/HSTJ1418+5236/HSTJ1418+5236_214.57571_52.6072125_6.png differ diff --git a/old_website/LDT_SN/20210506/HSTJ1418+5236/HSTJ1418+5236_214.5815323_52.616557_4.png b/old_website/LDT_SN/20210506/HSTJ1418+5236/HSTJ1418+5236_214.5815323_52.616557_4.png new file mode 100644 index 0000000..7e1b2bb Binary files /dev/null and b/old_website/LDT_SN/20210506/HSTJ1418+5236/HSTJ1418+5236_214.5815323_52.616557_4.png differ diff --git a/old_website/LDT_SN/20210506/HSTJ1418+5236/HSTJ1418+5236_214.5817984_52.5965709_8.png b/old_website/LDT_SN/20210506/HSTJ1418+5236/HSTJ1418+5236_214.5817984_52.5965709_8.png new file mode 100644 index 0000000..ba18917 Binary files /dev/null and b/old_website/LDT_SN/20210506/HSTJ1418+5236/HSTJ1418+5236_214.5817984_52.5965709_8.png differ diff --git a/old_website/LDT_SN/20210506/HSTJ1418+5236/HSTJ1418+5236_214.5826413_52.5814753_0.png b/old_website/LDT_SN/20210506/HSTJ1418+5236/HSTJ1418+5236_214.5826413_52.5814753_0.png new file mode 100644 index 0000000..e8f12cc Binary files /dev/null and b/old_website/LDT_SN/20210506/HSTJ1418+5236/HSTJ1418+5236_214.5826413_52.5814753_0.png differ diff --git a/old_website/LDT_SN/20210506/HSTJ1418+5236/HSTJ1418+5236_214.5843083_52.5943953_9.png b/old_website/LDT_SN/20210506/HSTJ1418+5236/HSTJ1418+5236_214.5843083_52.5943953_9.png new file mode 100644 index 0000000..e8d377d Binary files /dev/null and b/old_website/LDT_SN/20210506/HSTJ1418+5236/HSTJ1418+5236_214.5843083_52.5943953_9.png differ diff --git a/old_website/LDT_SN/20210506/HSTJ1418+5236/HSTJ1418+5236_214.6003631_52.6075865_5.png b/old_website/LDT_SN/20210506/HSTJ1418+5236/HSTJ1418+5236_214.6003631_52.6075865_5.png new file mode 100644 index 0000000..c534dea Binary files /dev/null and b/old_website/LDT_SN/20210506/HSTJ1418+5236/HSTJ1418+5236_214.6003631_52.6075865_5.png differ diff --git a/old_website/LDT_SN/20210506/HSTJ1418+5236/HSTJ1418+5236_214.6102383_52.6252756_1.png b/old_website/LDT_SN/20210506/HSTJ1418+5236/HSTJ1418+5236_214.6102383_52.6252756_1.png new file mode 100644 index 0000000..49bb870 Binary files /dev/null and b/old_website/LDT_SN/20210506/HSTJ1418+5236/HSTJ1418+5236_214.6102383_52.6252756_1.png differ diff --git a/old_website/LDT_SN/20210506/HSTJ1418+5236/HSTJ1418+5236_214.6161537_52.6214964_2.png b/old_website/LDT_SN/20210506/HSTJ1418+5236/HSTJ1418+5236_214.6161537_52.6214964_2.png new file mode 100644 index 0000000..0310d8a Binary files /dev/null and b/old_website/LDT_SN/20210506/HSTJ1418+5236/HSTJ1418+5236_214.6161537_52.6214964_2.png differ diff --git a/old_website/LDT_SN/20210506/HSTJ1418+5236/HSTJ1418+5236_full_image.png b/old_website/LDT_SN/20210506/HSTJ1418+5236/HSTJ1418+5236_full_image.png new file mode 100644 index 0000000..7b2549d Binary files /dev/null and b/old_website/LDT_SN/20210506/HSTJ1418+5236/HSTJ1418+5236_full_image.png differ diff --git a/old_website/LDT_SN/20210506/MG1549+3047/MG1549+3047.html b/old_website/LDT_SN/20210506/MG1549+3047/MG1549+3047.html new file mode 100644 index 0000000..a2bad6f --- /dev/null +++ b/old_website/LDT_SN/20210506/MG1549+3047/MG1549+3047.html @@ -0,0 +1,12 @@ + + + + MG1549+3047 + + +

MG1549+3047

+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/20210506/MG1549+3047/MG1549+3047_full_image.png b/old_website/LDT_SN/20210506/MG1549+3047/MG1549+3047_full_image.png new file mode 100644 index 0000000..f01ab17 Binary files /dev/null and b/old_website/LDT_SN/20210506/MG1549+3047/MG1549+3047_full_image.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1203+2535/SDSSJ1203+2535.html b/old_website/LDT_SN/20210506/SDSSJ1203+2535/SDSSJ1203+2535.html new file mode 100644 index 0000000..a0ab868 --- /dev/null +++ b/old_website/LDT_SN/20210506/SDSSJ1203+2535/SDSSJ1203+2535.html @@ -0,0 +1,72 @@ + + + + SDSSJ1203+2535 + + +

SDSSJ1203+2535

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/20210506/SDSSJ1203+2535/SDSSJ1203+2535_180.9620052_25.6159016_8.png b/old_website/LDT_SN/20210506/SDSSJ1203+2535/SDSSJ1203+2535_180.9620052_25.6159016_8.png new file mode 100644 index 0000000..376293c Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1203+2535/SDSSJ1203+2535_180.9620052_25.6159016_8.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1203+2535/SDSSJ1203+2535_180.9635734_25.6026685_19.png b/old_website/LDT_SN/20210506/SDSSJ1203+2535/SDSSJ1203+2535_180.9635734_25.6026685_19.png new file mode 100644 index 0000000..1759b5d Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1203+2535/SDSSJ1203+2535_180.9635734_25.6026685_19.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1203+2535/SDSSJ1203+2535_180.969844_25.6073107_15.png b/old_website/LDT_SN/20210506/SDSSJ1203+2535/SDSSJ1203+2535_180.969844_25.6073107_15.png new file mode 100644 index 0000000..e0efecb Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1203+2535/SDSSJ1203+2535_180.969844_25.6073107_15.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1203+2535/SDSSJ1203+2535_180.9704949_25.6100374_13.png b/old_website/LDT_SN/20210506/SDSSJ1203+2535/SDSSJ1203+2535_180.9704949_25.6100374_13.png new file mode 100644 index 0000000..c56a936 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1203+2535/SDSSJ1203+2535_180.9704949_25.6100374_13.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1203+2535/SDSSJ1203+2535_180.971203_25.6081866_14.png b/old_website/LDT_SN/20210506/SDSSJ1203+2535/SDSSJ1203+2535_180.971203_25.6081866_14.png new file mode 100644 index 0000000..2c12c50 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1203+2535/SDSSJ1203+2535_180.971203_25.6081866_14.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1203+2535/SDSSJ1203+2535_180.9726283_25.6168191_6.png b/old_website/LDT_SN/20210506/SDSSJ1203+2535/SDSSJ1203+2535_180.9726283_25.6168191_6.png new file mode 100644 index 0000000..06a6e92 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1203+2535/SDSSJ1203+2535_180.9726283_25.6168191_6.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1203+2535/SDSSJ1203+2535_180.9763509_25.6146043_10.png b/old_website/LDT_SN/20210506/SDSSJ1203+2535/SDSSJ1203+2535_180.9763509_25.6146043_10.png new file mode 100644 index 0000000..b216647 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1203+2535/SDSSJ1203+2535_180.9763509_25.6146043_10.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1203+2535/SDSSJ1203+2535_180.9833539_25.6171354_5.png b/old_website/LDT_SN/20210506/SDSSJ1203+2535/SDSSJ1203+2535_180.9833539_25.6171354_5.png new file mode 100644 index 0000000..1f60d66 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1203+2535/SDSSJ1203+2535_180.9833539_25.6171354_5.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1203+2535/SDSSJ1203+2535_180.9837522_25.6163284_7.png b/old_website/LDT_SN/20210506/SDSSJ1203+2535/SDSSJ1203+2535_180.9837522_25.6163284_7.png new file mode 100644 index 0000000..8a4a60c Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1203+2535/SDSSJ1203+2535_180.9837522_25.6163284_7.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1203+2535/SDSSJ1203+2535_180.9846804_25.6157806_9.png b/old_website/LDT_SN/20210506/SDSSJ1203+2535/SDSSJ1203+2535_180.9846804_25.6157806_9.png new file mode 100644 index 0000000..8cb4185 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1203+2535/SDSSJ1203+2535_180.9846804_25.6157806_9.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1203+2535/SDSSJ1203+2535_180.9859175_25.6044947_17.png b/old_website/LDT_SN/20210506/SDSSJ1203+2535/SDSSJ1203+2535_180.9859175_25.6044947_17.png new file mode 100644 index 0000000..dcaee2f Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1203+2535/SDSSJ1203+2535_180.9859175_25.6044947_17.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1203+2535/SDSSJ1203+2535_180.9884007_25.6042557_18.png b/old_website/LDT_SN/20210506/SDSSJ1203+2535/SDSSJ1203+2535_180.9884007_25.6042557_18.png new file mode 100644 index 0000000..7ed3a86 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1203+2535/SDSSJ1203+2535_180.9884007_25.6042557_18.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1203+2535/SDSSJ1203+2535_180.9904328_25.6202042_3.png b/old_website/LDT_SN/20210506/SDSSJ1203+2535/SDSSJ1203+2535_180.9904328_25.6202042_3.png new file mode 100644 index 0000000..72dd611 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1203+2535/SDSSJ1203+2535_180.9904328_25.6202042_3.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1203+2535/SDSSJ1203+2535_180.992413_25.572962_1.png b/old_website/LDT_SN/20210506/SDSSJ1203+2535/SDSSJ1203+2535_180.992413_25.572962_1.png new file mode 100644 index 0000000..056b0e5 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1203+2535/SDSSJ1203+2535_180.992413_25.572962_1.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1203+2535/SDSSJ1203+2535_180.9936913_25.6116898_12.png b/old_website/LDT_SN/20210506/SDSSJ1203+2535/SDSSJ1203+2535_180.9936913_25.6116898_12.png new file mode 100644 index 0000000..6d425cf Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1203+2535/SDSSJ1203+2535_180.9936913_25.6116898_12.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1203+2535/SDSSJ1203+2535_180.9938539_25.5732384_0.png b/old_website/LDT_SN/20210506/SDSSJ1203+2535/SDSSJ1203+2535_180.9938539_25.5732384_0.png new file mode 100644 index 0000000..9e8cabd Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1203+2535/SDSSJ1203+2535_180.9938539_25.5732384_0.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1203+2535/SDSSJ1203+2535_181.0021566_25.5729427_2.png b/old_website/LDT_SN/20210506/SDSSJ1203+2535/SDSSJ1203+2535_181.0021566_25.5729427_2.png new file mode 100644 index 0000000..427a45f Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1203+2535/SDSSJ1203+2535_181.0021566_25.5729427_2.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1203+2535/SDSSJ1203+2535_181.0029013_25.6184593_4.png b/old_website/LDT_SN/20210506/SDSSJ1203+2535/SDSSJ1203+2535_181.0029013_25.6184593_4.png new file mode 100644 index 0000000..683e8c4 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1203+2535/SDSSJ1203+2535_181.0029013_25.6184593_4.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1203+2535/SDSSJ1203+2535_181.0084805_25.6140169_11.png b/old_website/LDT_SN/20210506/SDSSJ1203+2535/SDSSJ1203+2535_181.0084805_25.6140169_11.png new file mode 100644 index 0000000..0aa28fa Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1203+2535/SDSSJ1203+2535_181.0084805_25.6140169_11.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1203+2535/SDSSJ1203+2535_181.0092418_25.604611_16.png b/old_website/LDT_SN/20210506/SDSSJ1203+2535/SDSSJ1203+2535_181.0092418_25.604611_16.png new file mode 100644 index 0000000..a72832a Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1203+2535/SDSSJ1203+2535_181.0092418_25.604611_16.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1203+2535/SDSSJ1203+2535_full_image.png b/old_website/LDT_SN/20210506/SDSSJ1203+2535/SDSSJ1203+2535_full_image.png new file mode 100644 index 0000000..9b1009a Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1203+2535/SDSSJ1203+2535_full_image.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1204+0358/SDSSJ1204+0358.html b/old_website/LDT_SN/20210506/SDSSJ1204+0358/SDSSJ1204+0358.html new file mode 100644 index 0000000..fc26873 --- /dev/null +++ b/old_website/LDT_SN/20210506/SDSSJ1204+0358/SDSSJ1204+0358.html @@ -0,0 +1,72 @@ + + + + SDSSJ1204+0358 + + +

SDSSJ1204+0358

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/20210506/SDSSJ1204+0358/SDSSJ1204+0358_181.1599941_3.9810106_7.png b/old_website/LDT_SN/20210506/SDSSJ1204+0358/SDSSJ1204+0358_181.1599941_3.9810106_7.png new file mode 100644 index 0000000..06d2e0c Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1204+0358/SDSSJ1204+0358_181.1599941_3.9810106_7.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1204+0358/SDSSJ1204+0358_181.1629556_3.9719852_18.png b/old_website/LDT_SN/20210506/SDSSJ1204+0358/SDSSJ1204+0358_181.1629556_3.9719852_18.png new file mode 100644 index 0000000..80098ee Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1204+0358/SDSSJ1204+0358_181.1629556_3.9719852_18.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1204+0358/SDSSJ1204+0358_181.1645614_3.9718564_19.png b/old_website/LDT_SN/20210506/SDSSJ1204+0358/SDSSJ1204+0358_181.1645614_3.9718564_19.png new file mode 100644 index 0000000..0b3b38e Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1204+0358/SDSSJ1204+0358_181.1645614_3.9718564_19.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1204+0358/SDSSJ1204+0358_181.172032_3.9830338_6.png b/old_website/LDT_SN/20210506/SDSSJ1204+0358/SDSSJ1204+0358_181.172032_3.9830338_6.png new file mode 100644 index 0000000..f57927f Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1204+0358/SDSSJ1204+0358_181.172032_3.9830338_6.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1204+0358/SDSSJ1204+0358_181.1756699_3.9885866_0.png b/old_website/LDT_SN/20210506/SDSSJ1204+0358/SDSSJ1204+0358_181.1756699_3.9885866_0.png new file mode 100644 index 0000000..74690aa Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1204+0358/SDSSJ1204+0358_181.1756699_3.9885866_0.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1204+0358/SDSSJ1204+0358_181.1757703_3.9863717_3.png b/old_website/LDT_SN/20210506/SDSSJ1204+0358/SDSSJ1204+0358_181.1757703_3.9863717_3.png new file mode 100644 index 0000000..c101a80 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1204+0358/SDSSJ1204+0358_181.1757703_3.9863717_3.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1204+0358/SDSSJ1204+0358_181.1787241_3.977731_12.png b/old_website/LDT_SN/20210506/SDSSJ1204+0358/SDSSJ1204+0358_181.1787241_3.977731_12.png new file mode 100644 index 0000000..41200ec Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1204+0358/SDSSJ1204+0358_181.1787241_3.977731_12.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1204+0358/SDSSJ1204+0358_181.1824718_3.9844901_4.png b/old_website/LDT_SN/20210506/SDSSJ1204+0358/SDSSJ1204+0358_181.1824718_3.9844901_4.png new file mode 100644 index 0000000..6224a3c Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1204+0358/SDSSJ1204+0358_181.1824718_3.9844901_4.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1204+0358/SDSSJ1204+0358_181.183133_3.9842018_5.png b/old_website/LDT_SN/20210506/SDSSJ1204+0358/SDSSJ1204+0358_181.183133_3.9842018_5.png new file mode 100644 index 0000000..0d7bf83 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1204+0358/SDSSJ1204+0358_181.183133_3.9842018_5.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1204+0358/SDSSJ1204+0358_181.1831788_3.9884442_1.png b/old_website/LDT_SN/20210506/SDSSJ1204+0358/SDSSJ1204+0358_181.1831788_3.9884442_1.png new file mode 100644 index 0000000..1dd9452 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1204+0358/SDSSJ1204+0358_181.1831788_3.9884442_1.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1204+0358/SDSSJ1204+0358_181.1856347_3.9793295_10.png b/old_website/LDT_SN/20210506/SDSSJ1204+0358/SDSSJ1204+0358_181.1856347_3.9793295_10.png new file mode 100644 index 0000000..ac3a326 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1204+0358/SDSSJ1204+0358_181.1856347_3.9793295_10.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1204+0358/SDSSJ1204+0358_181.1891474_3.980362_8.png b/old_website/LDT_SN/20210506/SDSSJ1204+0358/SDSSJ1204+0358_181.1891474_3.980362_8.png new file mode 100644 index 0000000..dcf2df8 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1204+0358/SDSSJ1204+0358_181.1891474_3.980362_8.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1204+0358/SDSSJ1204+0358_181.189524_3.9880536_2.png b/old_website/LDT_SN/20210506/SDSSJ1204+0358/SDSSJ1204+0358_181.189524_3.9880536_2.png new file mode 100644 index 0000000..4e23bfd Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1204+0358/SDSSJ1204+0358_181.189524_3.9880536_2.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1204+0358/SDSSJ1204+0358_181.1913906_3.9725302_17.png b/old_website/LDT_SN/20210506/SDSSJ1204+0358/SDSSJ1204+0358_181.1913906_3.9725302_17.png new file mode 100644 index 0000000..079123c Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1204+0358/SDSSJ1204+0358_181.1913906_3.9725302_17.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1204+0358/SDSSJ1204+0358_181.1914342_3.978322_13.png b/old_website/LDT_SN/20210506/SDSSJ1204+0358/SDSSJ1204+0358_181.1914342_3.978322_13.png new file mode 100644 index 0000000..be026fe Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1204+0358/SDSSJ1204+0358_181.1914342_3.978322_13.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1204+0358/SDSSJ1204+0358_181.1925474_3.9751613_15.png b/old_website/LDT_SN/20210506/SDSSJ1204+0358/SDSSJ1204+0358_181.1925474_3.9751613_15.png new file mode 100644 index 0000000..2e8e2b0 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1204+0358/SDSSJ1204+0358_181.1925474_3.9751613_15.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1204+0358/SDSSJ1204+0358_181.1930528_3.9776782_14.png b/old_website/LDT_SN/20210506/SDSSJ1204+0358/SDSSJ1204+0358_181.1930528_3.9776782_14.png new file mode 100644 index 0000000..367935d Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1204+0358/SDSSJ1204+0358_181.1930528_3.9776782_14.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1204+0358/SDSSJ1204+0358_181.1973161_3.972986_16.png b/old_website/LDT_SN/20210506/SDSSJ1204+0358/SDSSJ1204+0358_181.1973161_3.972986_16.png new file mode 100644 index 0000000..c6d13d6 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1204+0358/SDSSJ1204+0358_181.1973161_3.972986_16.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1204+0358/SDSSJ1204+0358_181.2038061_3.9800084_9.png b/old_website/LDT_SN/20210506/SDSSJ1204+0358/SDSSJ1204+0358_181.2038061_3.9800084_9.png new file mode 100644 index 0000000..ca600b4 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1204+0358/SDSSJ1204+0358_181.2038061_3.9800084_9.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1204+0358/SDSSJ1204+0358_181.2072125_3.9791885_11.png b/old_website/LDT_SN/20210506/SDSSJ1204+0358/SDSSJ1204+0358_181.2072125_3.9791885_11.png new file mode 100644 index 0000000..dffb443 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1204+0358/SDSSJ1204+0358_181.2072125_3.9791885_11.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1204+0358/SDSSJ1204+0358_full_image.png b/old_website/LDT_SN/20210506/SDSSJ1204+0358/SDSSJ1204+0358_full_image.png new file mode 100644 index 0000000..e792c83 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1204+0358/SDSSJ1204+0358_full_image.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1213+6708/SDSSJ1213+6708.html b/old_website/LDT_SN/20210506/SDSSJ1213+6708/SDSSJ1213+6708.html new file mode 100644 index 0000000..c5a9ef7 --- /dev/null +++ b/old_website/LDT_SN/20210506/SDSSJ1213+6708/SDSSJ1213+6708.html @@ -0,0 +1,12 @@ + + + + SDSSJ1213+6708 + + +

SDSSJ1213+6708

+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/20210506/SDSSJ1213+6708/SDSSJ1213+6708_full_image.png b/old_website/LDT_SN/20210506/SDSSJ1213+6708/SDSSJ1213+6708_full_image.png new file mode 100644 index 0000000..5793788 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1213+6708/SDSSJ1213+6708_full_image.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1218+0830/SDSSJ1218+0830.html b/old_website/LDT_SN/20210506/SDSSJ1218+0830/SDSSJ1218+0830.html new file mode 100644 index 0000000..41fd9d6 --- /dev/null +++ b/old_website/LDT_SN/20210506/SDSSJ1218+0830/SDSSJ1218+0830.html @@ -0,0 +1,12 @@ + + + + SDSSJ1218+0830 + + +

SDSSJ1218+0830

+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/20210506/SDSSJ1218+0830/SDSSJ1218+0830_full_image.png b/old_website/LDT_SN/20210506/SDSSJ1218+0830/SDSSJ1218+0830_full_image.png new file mode 100644 index 0000000..8eaff6a Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1218+0830/SDSSJ1218+0830_full_image.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1234-0241/SDSSJ1234-0241.html b/old_website/LDT_SN/20210506/SDSSJ1234-0241/SDSSJ1234-0241.html new file mode 100644 index 0000000..6678f0d --- /dev/null +++ b/old_website/LDT_SN/20210506/SDSSJ1234-0241/SDSSJ1234-0241.html @@ -0,0 +1,72 @@ + + + + SDSSJ1234-0241 + + +

SDSSJ1234-0241

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/20210506/SDSSJ1234-0241/SDSSJ1234-0241_188.5946086_-2.6887928_17.png b/old_website/LDT_SN/20210506/SDSSJ1234-0241/SDSSJ1234-0241_188.5946086_-2.6887928_17.png new file mode 100644 index 0000000..b1b9c0f Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1234-0241/SDSSJ1234-0241_188.5946086_-2.6887928_17.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1234-0241/SDSSJ1234-0241_188.6069644_-2.6848673_13.png b/old_website/LDT_SN/20210506/SDSSJ1234-0241/SDSSJ1234-0241_188.6069644_-2.6848673_13.png new file mode 100644 index 0000000..8a6db77 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1234-0241/SDSSJ1234-0241_188.6069644_-2.6848673_13.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1234-0241/SDSSJ1234-0241_188.6098103_-2.7155101_0.png b/old_website/LDT_SN/20210506/SDSSJ1234-0241/SDSSJ1234-0241_188.6098103_-2.7155101_0.png new file mode 100644 index 0000000..9e8cabd Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1234-0241/SDSSJ1234-0241_188.6098103_-2.7155101_0.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1234-0241/SDSSJ1234-0241_188.6105996_-2.6896553_18.png b/old_website/LDT_SN/20210506/SDSSJ1234-0241/SDSSJ1234-0241_188.6105996_-2.6896553_18.png new file mode 100644 index 0000000..456e4bc Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1234-0241/SDSSJ1234-0241_188.6105996_-2.6896553_18.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1234-0241/SDSSJ1234-0241_188.6107815_-2.6821818_10.png b/old_website/LDT_SN/20210506/SDSSJ1234-0241/SDSSJ1234-0241_188.6107815_-2.6821818_10.png new file mode 100644 index 0000000..57a57f1 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1234-0241/SDSSJ1234-0241_188.6107815_-2.6821818_10.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1234-0241/SDSSJ1234-0241_188.6107844_-2.683589_11.png b/old_website/LDT_SN/20210506/SDSSJ1234-0241/SDSSJ1234-0241_188.6107844_-2.683589_11.png new file mode 100644 index 0000000..97ef485 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1234-0241/SDSSJ1234-0241_188.6107844_-2.683589_11.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1234-0241/SDSSJ1234-0241_188.6157826_-2.6806105_7.png b/old_website/LDT_SN/20210506/SDSSJ1234-0241/SDSSJ1234-0241_188.6157826_-2.6806105_7.png new file mode 100644 index 0000000..a8157b8 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1234-0241/SDSSJ1234-0241_188.6157826_-2.6806105_7.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1234-0241/SDSSJ1234-0241_188.6194816_-2.6806342_8.png b/old_website/LDT_SN/20210506/SDSSJ1234-0241/SDSSJ1234-0241_188.6194816_-2.6806342_8.png new file mode 100644 index 0000000..60a0bdf Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1234-0241/SDSSJ1234-0241_188.6194816_-2.6806342_8.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1234-0241/SDSSJ1234-0241_188.6197832_-2.6796785_6.png b/old_website/LDT_SN/20210506/SDSSJ1234-0241/SDSSJ1234-0241_188.6197832_-2.6796785_6.png new file mode 100644 index 0000000..457a5ea Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1234-0241/SDSSJ1234-0241_188.6197832_-2.6796785_6.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1234-0241/SDSSJ1234-0241_188.6201319_-2.6807288_9.png b/old_website/LDT_SN/20210506/SDSSJ1234-0241/SDSSJ1234-0241_188.6201319_-2.6807288_9.png new file mode 100644 index 0000000..2ce844d Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1234-0241/SDSSJ1234-0241_188.6201319_-2.6807288_9.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1234-0241/SDSSJ1234-0241_188.6222247_-2.6878672_16.png b/old_website/LDT_SN/20210506/SDSSJ1234-0241/SDSSJ1234-0241_188.6222247_-2.6878672_16.png new file mode 100644 index 0000000..f467806 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1234-0241/SDSSJ1234-0241_188.6222247_-2.6878672_16.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1234-0241/SDSSJ1234-0241_188.6227554_-2.690717_19.png b/old_website/LDT_SN/20210506/SDSSJ1234-0241/SDSSJ1234-0241_188.6227554_-2.690717_19.png new file mode 100644 index 0000000..99bdbea Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1234-0241/SDSSJ1234-0241_188.6227554_-2.690717_19.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1234-0241/SDSSJ1234-0241_188.6236425_-2.6873256_15.png b/old_website/LDT_SN/20210506/SDSSJ1234-0241/SDSSJ1234-0241_188.6236425_-2.6873256_15.png new file mode 100644 index 0000000..8c4fb54 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1234-0241/SDSSJ1234-0241_188.6236425_-2.6873256_15.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1234-0241/SDSSJ1234-0241_188.626465_-2.685011_14.png b/old_website/LDT_SN/20210506/SDSSJ1234-0241/SDSSJ1234-0241_188.626465_-2.685011_14.png new file mode 100644 index 0000000..59f82b2 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1234-0241/SDSSJ1234-0241_188.626465_-2.685011_14.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1234-0241/SDSSJ1234-0241_188.6265325_-2.6839836_12.png b/old_website/LDT_SN/20210506/SDSSJ1234-0241/SDSSJ1234-0241_188.6265325_-2.6839836_12.png new file mode 100644 index 0000000..1f73e5d Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1234-0241/SDSSJ1234-0241_188.6265325_-2.6839836_12.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1234-0241/SDSSJ1234-0241_188.6300397_-2.6724943_2.png b/old_website/LDT_SN/20210506/SDSSJ1234-0241/SDSSJ1234-0241_188.6300397_-2.6724943_2.png new file mode 100644 index 0000000..98113d0 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1234-0241/SDSSJ1234-0241_188.6300397_-2.6724943_2.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1234-0241/SDSSJ1234-0241_188.630339_-2.6704725_1.png b/old_website/LDT_SN/20210506/SDSSJ1234-0241/SDSSJ1234-0241_188.630339_-2.6704725_1.png new file mode 100644 index 0000000..06eef37 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1234-0241/SDSSJ1234-0241_188.630339_-2.6704725_1.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1234-0241/SDSSJ1234-0241_188.6350513_-2.67322_3.png b/old_website/LDT_SN/20210506/SDSSJ1234-0241/SDSSJ1234-0241_188.6350513_-2.67322_3.png new file mode 100644 index 0000000..c65cef9 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1234-0241/SDSSJ1234-0241_188.6350513_-2.67322_3.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1234-0241/SDSSJ1234-0241_188.6371823_-2.6785964_4.png b/old_website/LDT_SN/20210506/SDSSJ1234-0241/SDSSJ1234-0241_188.6371823_-2.6785964_4.png new file mode 100644 index 0000000..9ddb327 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1234-0241/SDSSJ1234-0241_188.6371823_-2.6785964_4.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1234-0241/SDSSJ1234-0241_188.6393171_-2.6790293_5.png b/old_website/LDT_SN/20210506/SDSSJ1234-0241/SDSSJ1234-0241_188.6393171_-2.6790293_5.png new file mode 100644 index 0000000..0339c21 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1234-0241/SDSSJ1234-0241_188.6393171_-2.6790293_5.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1234-0241/SDSSJ1234-0241_full_image.png b/old_website/LDT_SN/20210506/SDSSJ1234-0241/SDSSJ1234-0241_full_image.png new file mode 100644 index 0000000..c608b3f Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1234-0241/SDSSJ1234-0241_full_image.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1250+0523/SDSSJ1250+0523.html b/old_website/LDT_SN/20210506/SDSSJ1250+0523/SDSSJ1250+0523.html new file mode 100644 index 0000000..191ebda --- /dev/null +++ b/old_website/LDT_SN/20210506/SDSSJ1250+0523/SDSSJ1250+0523.html @@ -0,0 +1,72 @@ + + + + SDSSJ1250+0523 + + +

SDSSJ1250+0523

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/20210506/SDSSJ1250+0523/SDSSJ1250+0523_192.5960473_5.406883_14.png b/old_website/LDT_SN/20210506/SDSSJ1250+0523/SDSSJ1250+0523_192.5960473_5.406883_14.png new file mode 100644 index 0000000..b2e8281 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1250+0523/SDSSJ1250+0523_192.5960473_5.406883_14.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1250+0523/SDSSJ1250+0523_192.5987942_5.4184375_5.png b/old_website/LDT_SN/20210506/SDSSJ1250+0523/SDSSJ1250+0523_192.5987942_5.4184375_5.png new file mode 100644 index 0000000..535c0b6 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1250+0523/SDSSJ1250+0523_192.5987942_5.4184375_5.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1250+0523/SDSSJ1250+0523_192.6022568_5.3733207_2.png b/old_website/LDT_SN/20210506/SDSSJ1250+0523/SDSSJ1250+0523_192.6022568_5.3733207_2.png new file mode 100644 index 0000000..427a45f Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1250+0523/SDSSJ1250+0523_192.6022568_5.3733207_2.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1250+0523/SDSSJ1250+0523_192.6023139_5.4046553_17.png b/old_website/LDT_SN/20210506/SDSSJ1250+0523/SDSSJ1250+0523_192.6023139_5.4046553_17.png new file mode 100644 index 0000000..14e40d7 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1250+0523/SDSSJ1250+0523_192.6023139_5.4046553_17.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1250+0523/SDSSJ1250+0523_192.6044953_5.4144656_8.png b/old_website/LDT_SN/20210506/SDSSJ1250+0523/SDSSJ1250+0523_192.6044953_5.4144656_8.png new file mode 100644 index 0000000..dcea72b Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1250+0523/SDSSJ1250+0523_192.6044953_5.4144656_8.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1250+0523/SDSSJ1250+0523_192.604791_5.3733054_1.png b/old_website/LDT_SN/20210506/SDSSJ1250+0523/SDSSJ1250+0523_192.604791_5.3733054_1.png new file mode 100644 index 0000000..056b0e5 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1250+0523/SDSSJ1250+0523_192.604791_5.3733054_1.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1250+0523/SDSSJ1250+0523_192.6061214_5.4124321_10.png b/old_website/LDT_SN/20210506/SDSSJ1250+0523/SDSSJ1250+0523_192.6061214_5.4124321_10.png new file mode 100644 index 0000000..2b6b2f2 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1250+0523/SDSSJ1250+0523_192.6061214_5.4124321_10.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1250+0523/SDSSJ1250+0523_192.6063517_5.4043973_19.png b/old_website/LDT_SN/20210506/SDSSJ1250+0523/SDSSJ1250+0523_192.6063517_5.4043973_19.png new file mode 100644 index 0000000..cefc083 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1250+0523/SDSSJ1250+0523_192.6063517_5.4043973_19.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1250+0523/SDSSJ1250+0523_192.6074883_5.4069358_13.png b/old_website/LDT_SN/20210506/SDSSJ1250+0523/SDSSJ1250+0523_192.6074883_5.4069358_13.png new file mode 100644 index 0000000..41095c2 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1250+0523/SDSSJ1250+0523_192.6074883_5.4069358_13.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1250+0523/SDSSJ1250+0523_192.6131808_5.3771975_0.png b/old_website/LDT_SN/20210506/SDSSJ1250+0523/SDSSJ1250+0523_192.6131808_5.3771975_0.png new file mode 100644 index 0000000..cf0b8c6 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1250+0523/SDSSJ1250+0523_192.6131808_5.3771975_0.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1250+0523/SDSSJ1250+0523_192.6239811_5.4059894_15.png b/old_website/LDT_SN/20210506/SDSSJ1250+0523/SDSSJ1250+0523_192.6239811_5.4059894_15.png new file mode 100644 index 0000000..f1f92d8 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1250+0523/SDSSJ1250+0523_192.6239811_5.4059894_15.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1250+0523/SDSSJ1250+0523_192.6274763_5.4157279_7.png b/old_website/LDT_SN/20210506/SDSSJ1250+0523/SDSSJ1250+0523_192.6274763_5.4157279_7.png new file mode 100644 index 0000000..815aff9 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1250+0523/SDSSJ1250+0523_192.6274763_5.4157279_7.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1250+0523/SDSSJ1250+0523_192.6306715_5.4094583_11.png b/old_website/LDT_SN/20210506/SDSSJ1250+0523/SDSSJ1250+0523_192.6306715_5.4094583_11.png new file mode 100644 index 0000000..2f992d0 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1250+0523/SDSSJ1250+0523_192.6306715_5.4094583_11.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1250+0523/SDSSJ1250+0523_192.6348258_5.4174379_6.png b/old_website/LDT_SN/20210506/SDSSJ1250+0523/SDSSJ1250+0523_192.6348258_5.4174379_6.png new file mode 100644 index 0000000..79db1b4 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1250+0523/SDSSJ1250+0523_192.6348258_5.4174379_6.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1250+0523/SDSSJ1250+0523_192.6377123_5.404885_18.png b/old_website/LDT_SN/20210506/SDSSJ1250+0523/SDSSJ1250+0523_192.6377123_5.404885_18.png new file mode 100644 index 0000000..ae11543 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1250+0523/SDSSJ1250+0523_192.6377123_5.404885_18.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1250+0523/SDSSJ1250+0523_192.6377386_5.3727044_4.png b/old_website/LDT_SN/20210506/SDSSJ1250+0523/SDSSJ1250+0523_192.6377386_5.3727044_4.png new file mode 100644 index 0000000..f64187b Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1250+0523/SDSSJ1250+0523_192.6377386_5.3727044_4.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1250+0523/SDSSJ1250+0523_192.6387181_5.4073513_12.png b/old_website/LDT_SN/20210506/SDSSJ1250+0523/SDSSJ1250+0523_192.6387181_5.4073513_12.png new file mode 100644 index 0000000..1777142 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1250+0523/SDSSJ1250+0523_192.6387181_5.4073513_12.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1250+0523/SDSSJ1250+0523_192.6388068_5.4057939_16.png b/old_website/LDT_SN/20210506/SDSSJ1250+0523/SDSSJ1250+0523_192.6388068_5.4057939_16.png new file mode 100644 index 0000000..61af902 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1250+0523/SDSSJ1250+0523_192.6388068_5.4057939_16.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1250+0523/SDSSJ1250+0523_192.6391655_5.4143703_9.png b/old_website/LDT_SN/20210506/SDSSJ1250+0523/SDSSJ1250+0523_192.6391655_5.4143703_9.png new file mode 100644 index 0000000..ff46c64 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1250+0523/SDSSJ1250+0523_192.6391655_5.4143703_9.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1250+0523/SDSSJ1250+0523_192.6418581_5.3732159_3.png b/old_website/LDT_SN/20210506/SDSSJ1250+0523/SDSSJ1250+0523_192.6418581_5.3732159_3.png new file mode 100644 index 0000000..57e38e8 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1250+0523/SDSSJ1250+0523_192.6418581_5.3732159_3.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1250+0523/SDSSJ1250+0523_full_image.png b/old_website/LDT_SN/20210506/SDSSJ1250+0523/SDSSJ1250+0523_full_image.png new file mode 100644 index 0000000..288a3ed Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1250+0523/SDSSJ1250+0523_full_image.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1251-0208/SDSSJ1251-0208.html b/old_website/LDT_SN/20210506/SDSSJ1251-0208/SDSSJ1251-0208.html new file mode 100644 index 0000000..a9de9ad --- /dev/null +++ b/old_website/LDT_SN/20210506/SDSSJ1251-0208/SDSSJ1251-0208.html @@ -0,0 +1,12 @@ + + + + SDSSJ1251-0208 + + +

SDSSJ1251-0208

+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/20210506/SDSSJ1251-0208/SDSSJ1251-0208_full_image.png b/old_website/LDT_SN/20210506/SDSSJ1251-0208/SDSSJ1251-0208_full_image.png new file mode 100644 index 0000000..da5bd7a Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1251-0208/SDSSJ1251-0208_full_image.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1319+1504/SDSSJ1319+1504.html b/old_website/LDT_SN/20210506/SDSSJ1319+1504/SDSSJ1319+1504.html new file mode 100644 index 0000000..991bfa1 --- /dev/null +++ b/old_website/LDT_SN/20210506/SDSSJ1319+1504/SDSSJ1319+1504.html @@ -0,0 +1,72 @@ + + + + SDSSJ1319+1504 + + +

SDSSJ1319+1504

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/20210506/SDSSJ1319+1504/SDSSJ1319+1504_199.8683816_15.0815835_13.png b/old_website/LDT_SN/20210506/SDSSJ1319+1504/SDSSJ1319+1504_199.8683816_15.0815835_13.png new file mode 100644 index 0000000..da88cfd Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1319+1504/SDSSJ1319+1504_199.8683816_15.0815835_13.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1319+1504/SDSSJ1319+1504_199.8688594_15.0884877_5.png b/old_website/LDT_SN/20210506/SDSSJ1319+1504/SDSSJ1319+1504_199.8688594_15.0884877_5.png new file mode 100644 index 0000000..2d4f7a8 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1319+1504/SDSSJ1319+1504_199.8688594_15.0884877_5.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1319+1504/SDSSJ1319+1504_199.8693391_15.0964949_3.png b/old_website/LDT_SN/20210506/SDSSJ1319+1504/SDSSJ1319+1504_199.8693391_15.0964949_3.png new file mode 100644 index 0000000..e6e866b Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1319+1504/SDSSJ1319+1504_199.8693391_15.0964949_3.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1319+1504/SDSSJ1319+1504_199.8713629_15.0784457_16.png b/old_website/LDT_SN/20210506/SDSSJ1319+1504/SDSSJ1319+1504_199.8713629_15.0784457_16.png new file mode 100644 index 0000000..c5ddea3 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1319+1504/SDSSJ1319+1504_199.8713629_15.0784457_16.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1319+1504/SDSSJ1319+1504_199.8719585_15.079684_14.png b/old_website/LDT_SN/20210506/SDSSJ1319+1504/SDSSJ1319+1504_199.8719585_15.079684_14.png new file mode 100644 index 0000000..3a5fee6 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1319+1504/SDSSJ1319+1504_199.8719585_15.079684_14.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1319+1504/SDSSJ1319+1504_199.8729812_15.0889934_4.png b/old_website/LDT_SN/20210506/SDSSJ1319+1504/SDSSJ1319+1504_199.8729812_15.0889934_4.png new file mode 100644 index 0000000..072c358 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1319+1504/SDSSJ1319+1504_199.8729812_15.0889934_4.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1319+1504/SDSSJ1319+1504_199.8762593_15.0799618_15.png b/old_website/LDT_SN/20210506/SDSSJ1319+1504/SDSSJ1319+1504_199.8762593_15.0799618_15.png new file mode 100644 index 0000000..954266e Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1319+1504/SDSSJ1319+1504_199.8762593_15.0799618_15.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1319+1504/SDSSJ1319+1504_199.8779235_15.0740177_18.png b/old_website/LDT_SN/20210506/SDSSJ1319+1504/SDSSJ1319+1504_199.8779235_15.0740177_18.png new file mode 100644 index 0000000..36a0e64 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1319+1504/SDSSJ1319+1504_199.8779235_15.0740177_18.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1319+1504/SDSSJ1319+1504_199.8799186_15.0816495_11.png b/old_website/LDT_SN/20210506/SDSSJ1319+1504/SDSSJ1319+1504_199.8799186_15.0816495_11.png new file mode 100644 index 0000000..f57b1dc Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1319+1504/SDSSJ1319+1504_199.8799186_15.0816495_11.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1319+1504/SDSSJ1319+1504_199.8822625_15.0867941_8.png b/old_website/LDT_SN/20210506/SDSSJ1319+1504/SDSSJ1319+1504_199.8822625_15.0867941_8.png new file mode 100644 index 0000000..1b87155 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1319+1504/SDSSJ1319+1504_199.8822625_15.0867941_8.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1319+1504/SDSSJ1319+1504_199.8851796_15.0737885_17.png b/old_website/LDT_SN/20210506/SDSSJ1319+1504/SDSSJ1319+1504_199.8851796_15.0737885_17.png new file mode 100644 index 0000000..b140857 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1319+1504/SDSSJ1319+1504_199.8851796_15.0737885_17.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1319+1504/SDSSJ1319+1504_199.8859818_15.0863882_9.png b/old_website/LDT_SN/20210506/SDSSJ1319+1504/SDSSJ1319+1504_199.8859818_15.0863882_9.png new file mode 100644 index 0000000..048347c Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1319+1504/SDSSJ1319+1504_199.8859818_15.0863882_9.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1319+1504/SDSSJ1319+1504_199.8877367_15.0727633_19.png b/old_website/LDT_SN/20210506/SDSSJ1319+1504/SDSSJ1319+1504_199.8877367_15.0727633_19.png new file mode 100644 index 0000000..c5af29b Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1319+1504/SDSSJ1319+1504_199.8877367_15.0727633_19.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1319+1504/SDSSJ1319+1504_199.8924429_15.0878453_6.png b/old_website/LDT_SN/20210506/SDSSJ1319+1504/SDSSJ1319+1504_199.8924429_15.0878453_6.png new file mode 100644 index 0000000..91c7a01 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1319+1504/SDSSJ1319+1504_199.8924429_15.0878453_6.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1319+1504/SDSSJ1319+1504_199.89443_15.090315_1.png b/old_website/LDT_SN/20210506/SDSSJ1319+1504/SDSSJ1319+1504_199.89443_15.090315_1.png new file mode 100644 index 0000000..7f7a4e9 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1319+1504/SDSSJ1319+1504_199.89443_15.090315_1.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1319+1504/SDSSJ1319+1504_199.895366_15.0828708_10.png b/old_website/LDT_SN/20210506/SDSSJ1319+1504/SDSSJ1319+1504_199.895366_15.0828708_10.png new file mode 100644 index 0000000..21a76fb Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1319+1504/SDSSJ1319+1504_199.895366_15.0828708_10.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1319+1504/SDSSJ1319+1504_199.8954184_15.0896599_2.png b/old_website/LDT_SN/20210506/SDSSJ1319+1504/SDSSJ1319+1504_199.8954184_15.0896599_2.png new file mode 100644 index 0000000..95a95e8 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1319+1504/SDSSJ1319+1504_199.8954184_15.0896599_2.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1319+1504/SDSSJ1319+1504_199.8968312_15.0879071_7.png b/old_website/LDT_SN/20210506/SDSSJ1319+1504/SDSSJ1319+1504_199.8968312_15.0879071_7.png new file mode 100644 index 0000000..b783c84 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1319+1504/SDSSJ1319+1504_199.8968312_15.0879071_7.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1319+1504/SDSSJ1319+1504_199.9046581_15.0826932_12.png b/old_website/LDT_SN/20210506/SDSSJ1319+1504/SDSSJ1319+1504_199.9046581_15.0826932_12.png new file mode 100644 index 0000000..a188ced Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1319+1504/SDSSJ1319+1504_199.9046581_15.0826932_12.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1319+1504/SDSSJ1319+1504_199.9098591_15.0942508_0.png b/old_website/LDT_SN/20210506/SDSSJ1319+1504/SDSSJ1319+1504_199.9098591_15.0942508_0.png new file mode 100644 index 0000000..0f8ce90 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1319+1504/SDSSJ1319+1504_199.9098591_15.0942508_0.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1319+1504/SDSSJ1319+1504_full_image.png b/old_website/LDT_SN/20210506/SDSSJ1319+1504/SDSSJ1319+1504_full_image.png new file mode 100644 index 0000000..76dae0a Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1319+1504/SDSSJ1319+1504_full_image.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1337+3620/SDSSJ1337+3620.html b/old_website/LDT_SN/20210506/SDSSJ1337+3620/SDSSJ1337+3620.html new file mode 100644 index 0000000..821aca4 --- /dev/null +++ b/old_website/LDT_SN/20210506/SDSSJ1337+3620/SDSSJ1337+3620.html @@ -0,0 +1,72 @@ + + + + SDSSJ1337+3620 + + +

SDSSJ1337+3620

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/20210506/SDSSJ1337+3620/SDSSJ1337+3620_204.4352397_36.3573508_5.png b/old_website/LDT_SN/20210506/SDSSJ1337+3620/SDSSJ1337+3620_204.4352397_36.3573508_5.png new file mode 100644 index 0000000..c234a0b Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1337+3620/SDSSJ1337+3620_204.4352397_36.3573508_5.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1337+3620/SDSSJ1337+3620_204.4400713_36.3513088_12.png b/old_website/LDT_SN/20210506/SDSSJ1337+3620/SDSSJ1337+3620_204.4400713_36.3513088_12.png new file mode 100644 index 0000000..50554d5 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1337+3620/SDSSJ1337+3620_204.4400713_36.3513088_12.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1337+3620/SDSSJ1337+3620_204.4425043_36.3538158_10.png b/old_website/LDT_SN/20210506/SDSSJ1337+3620/SDSSJ1337+3620_204.4425043_36.3538158_10.png new file mode 100644 index 0000000..7515652 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1337+3620/SDSSJ1337+3620_204.4425043_36.3538158_10.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1337+3620/SDSSJ1337+3620_204.4434346_36.3493119_15.png b/old_website/LDT_SN/20210506/SDSSJ1337+3620/SDSSJ1337+3620_204.4434346_36.3493119_15.png new file mode 100644 index 0000000..12a3a64 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1337+3620/SDSSJ1337+3620_204.4434346_36.3493119_15.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1337+3620/SDSSJ1337+3620_204.4458682_36.3561372_8.png b/old_website/LDT_SN/20210506/SDSSJ1337+3620/SDSSJ1337+3620_204.4458682_36.3561372_8.png new file mode 100644 index 0000000..48b4562 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1337+3620/SDSSJ1337+3620_204.4458682_36.3561372_8.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1337+3620/SDSSJ1337+3620_204.4489296_36.3477275_18.png b/old_website/LDT_SN/20210506/SDSSJ1337+3620/SDSSJ1337+3620_204.4489296_36.3477275_18.png new file mode 100644 index 0000000..2e3d120 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1337+3620/SDSSJ1337+3620_204.4489296_36.3477275_18.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1337+3620/SDSSJ1337+3620_204.4491785_36.3141324_1.png b/old_website/LDT_SN/20210506/SDSSJ1337+3620/SDSSJ1337+3620_204.4491785_36.3141324_1.png new file mode 100644 index 0000000..056b0e5 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1337+3620/SDSSJ1337+3620_204.4491785_36.3141324_1.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1337+3620/SDSSJ1337+3620_204.4538205_36.3569348_6.png b/old_website/LDT_SN/20210506/SDSSJ1337+3620/SDSSJ1337+3620_204.4538205_36.3569348_6.png new file mode 100644 index 0000000..60ac768 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1337+3620/SDSSJ1337+3620_204.4538205_36.3569348_6.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1337+3620/SDSSJ1337+3620_204.4558818_36.3474649_19.png b/old_website/LDT_SN/20210506/SDSSJ1337+3620/SDSSJ1337+3620_204.4558818_36.3474649_19.png new file mode 100644 index 0000000..124a330 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1337+3620/SDSSJ1337+3620_204.4558818_36.3474649_19.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1337+3620/SDSSJ1337+3620_204.4580423_36.3503999_13.png b/old_website/LDT_SN/20210506/SDSSJ1337+3620/SDSSJ1337+3620_204.4580423_36.3503999_13.png new file mode 100644 index 0000000..59b9a79 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1337+3620/SDSSJ1337+3620_204.4580423_36.3503999_13.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1337+3620/SDSSJ1337+3620_204.4614901_36.3555397_9.png b/old_website/LDT_SN/20210506/SDSSJ1337+3620/SDSSJ1337+3620_204.4614901_36.3555397_9.png new file mode 100644 index 0000000..d3e7295 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1337+3620/SDSSJ1337+3620_204.4614901_36.3555397_9.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1337+3620/SDSSJ1337+3620_204.4642537_36.348892_17.png b/old_website/LDT_SN/20210506/SDSSJ1337+3620/SDSSJ1337+3620_204.4642537_36.348892_17.png new file mode 100644 index 0000000..851d93e Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1337+3620/SDSSJ1337+3620_204.4642537_36.348892_17.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1337+3620/SDSSJ1337+3620_204.4655221_36.3517296_11.png b/old_website/LDT_SN/20210506/SDSSJ1337+3620/SDSSJ1337+3620_204.4655221_36.3517296_11.png new file mode 100644 index 0000000..6b40c17 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1337+3620/SDSSJ1337+3620_204.4655221_36.3517296_11.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1337+3620/SDSSJ1337+3620_204.4706022_36.3595123_2.png b/old_website/LDT_SN/20210506/SDSSJ1337+3620/SDSSJ1337+3620_204.4706022_36.3595123_2.png new file mode 100644 index 0000000..81b4aea Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1337+3620/SDSSJ1337+3620_204.4706022_36.3595123_2.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1337+3620/SDSSJ1337+3620_204.4719079_36.3503506_14.png b/old_website/LDT_SN/20210506/SDSSJ1337+3620/SDSSJ1337+3620_204.4719079_36.3503506_14.png new file mode 100644 index 0000000..95dc2e8 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1337+3620/SDSSJ1337+3620_204.4719079_36.3503506_14.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1337+3620/SDSSJ1337+3620_204.4721799_36.3571282_7.png b/old_website/LDT_SN/20210506/SDSSJ1337+3620/SDSSJ1337+3620_204.4721799_36.3571282_7.png new file mode 100644 index 0000000..935e756 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1337+3620/SDSSJ1337+3620_204.4721799_36.3571282_7.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1337+3620/SDSSJ1337+3620_204.4747326_36.3490832_16.png b/old_website/LDT_SN/20210506/SDSSJ1337+3620/SDSSJ1337+3620_204.4747326_36.3490832_16.png new file mode 100644 index 0000000..9e4db93 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1337+3620/SDSSJ1337+3620_204.4747326_36.3490832_16.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1337+3620/SDSSJ1337+3620_204.4753993_36.3142636_0.png b/old_website/LDT_SN/20210506/SDSSJ1337+3620/SDSSJ1337+3620_204.4753993_36.3142636_0.png new file mode 100644 index 0000000..9e8cabd Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1337+3620/SDSSJ1337+3620_204.4753993_36.3142636_0.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1337+3620/SDSSJ1337+3620_204.4794154_36.3579051_3.png b/old_website/LDT_SN/20210506/SDSSJ1337+3620/SDSSJ1337+3620_204.4794154_36.3579051_3.png new file mode 100644 index 0000000..bba34ad Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1337+3620/SDSSJ1337+3620_204.4794154_36.3579051_3.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1337+3620/SDSSJ1337+3620_204.4837683_36.3584513_4.png b/old_website/LDT_SN/20210506/SDSSJ1337+3620/SDSSJ1337+3620_204.4837683_36.3584513_4.png new file mode 100644 index 0000000..d445dac Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1337+3620/SDSSJ1337+3620_204.4837683_36.3584513_4.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1337+3620/SDSSJ1337+3620_full_image.png b/old_website/LDT_SN/20210506/SDSSJ1337+3620/SDSSJ1337+3620_full_image.png new file mode 100644 index 0000000..f27001b Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1337+3620/SDSSJ1337+3620_full_image.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1349+3612/SDSSJ1349+3612.html b/old_website/LDT_SN/20210506/SDSSJ1349+3612/SDSSJ1349+3612.html new file mode 100644 index 0000000..744a7b4 --- /dev/null +++ b/old_website/LDT_SN/20210506/SDSSJ1349+3612/SDSSJ1349+3612.html @@ -0,0 +1,12 @@ + + + + SDSSJ1349+3612 + + +

SDSSJ1349+3612

+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/20210506/SDSSJ1349+3612/SDSSJ1349+3612_full_image.png b/old_website/LDT_SN/20210506/SDSSJ1349+3612/SDSSJ1349+3612_full_image.png new file mode 100644 index 0000000..6f5d9a2 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1349+3612/SDSSJ1349+3612_full_image.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1352+3216/SDSSJ1352+3216.html b/old_website/LDT_SN/20210506/SDSSJ1352+3216/SDSSJ1352+3216.html new file mode 100644 index 0000000..e9a75b0 --- /dev/null +++ b/old_website/LDT_SN/20210506/SDSSJ1352+3216/SDSSJ1352+3216.html @@ -0,0 +1,12 @@ + + + + SDSSJ1352+3216 + + +

SDSSJ1352+3216

+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/20210506/SDSSJ1352+3216/SDSSJ1352+3216_full_image.png b/old_website/LDT_SN/20210506/SDSSJ1352+3216/SDSSJ1352+3216_full_image.png new file mode 100644 index 0000000..5460e9e Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1352+3216/SDSSJ1352+3216_full_image.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1402+6321/SDSSJ1402+6321.html b/old_website/LDT_SN/20210506/SDSSJ1402+6321/SDSSJ1402+6321.html new file mode 100644 index 0000000..dfbfe76 --- /dev/null +++ b/old_website/LDT_SN/20210506/SDSSJ1402+6321/SDSSJ1402+6321.html @@ -0,0 +1,72 @@ + + + + SDSSJ1402+6321 + + +

SDSSJ1402+6321

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/20210506/SDSSJ1402+6321/SDSSJ1402+6321_210.5650969_63.3802248_3.png b/old_website/LDT_SN/20210506/SDSSJ1402+6321/SDSSJ1402+6321_210.5650969_63.3802248_3.png new file mode 100644 index 0000000..fef4a66 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1402+6321/SDSSJ1402+6321_210.5650969_63.3802248_3.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1402+6321/SDSSJ1402+6321_210.5691539_63.3364897_0.png b/old_website/LDT_SN/20210506/SDSSJ1402+6321/SDSSJ1402+6321_210.5691539_63.3364897_0.png new file mode 100644 index 0000000..860fa51 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1402+6321/SDSSJ1402+6321_210.5691539_63.3364897_0.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1402+6321/SDSSJ1402+6321_210.5707582_63.3795632_6.png b/old_website/LDT_SN/20210506/SDSSJ1402+6321/SDSSJ1402+6321_210.5707582_63.3795632_6.png new file mode 100644 index 0000000..22c87fa Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1402+6321/SDSSJ1402+6321_210.5707582_63.3795632_6.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1402+6321/SDSSJ1402+6321_210.5720388_63.3645831_16.png b/old_website/LDT_SN/20210506/SDSSJ1402+6321/SDSSJ1402+6321_210.5720388_63.3645831_16.png new file mode 100644 index 0000000..f353b51 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1402+6321/SDSSJ1402+6321_210.5720388_63.3645831_16.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1402+6321/SDSSJ1402+6321_210.578029_63.3770611_9.png b/old_website/LDT_SN/20210506/SDSSJ1402+6321/SDSSJ1402+6321_210.578029_63.3770611_9.png new file mode 100644 index 0000000..7a05b48 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1402+6321/SDSSJ1402+6321_210.578029_63.3770611_9.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1402+6321/SDSSJ1402+6321_210.5938037_63.3683628_12.png b/old_website/LDT_SN/20210506/SDSSJ1402+6321/SDSSJ1402+6321_210.5938037_63.3683628_12.png new file mode 100644 index 0000000..1b4c7c8 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1402+6321/SDSSJ1402+6321_210.5938037_63.3683628_12.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1402+6321/SDSSJ1402+6321_210.5944679_63.3661772_15.png b/old_website/LDT_SN/20210506/SDSSJ1402+6321/SDSSJ1402+6321_210.5944679_63.3661772_15.png new file mode 100644 index 0000000..e5852de Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1402+6321/SDSSJ1402+6321_210.5944679_63.3661772_15.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1402+6321/SDSSJ1402+6321_210.5945594_63.3676551_14.png b/old_website/LDT_SN/20210506/SDSSJ1402+6321/SDSSJ1402+6321_210.5945594_63.3676551_14.png new file mode 100644 index 0000000..ddfa8b4 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1402+6321/SDSSJ1402+6321_210.5945594_63.3676551_14.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1402+6321/SDSSJ1402+6321_210.5954598_63.3681248_13.png b/old_website/LDT_SN/20210506/SDSSJ1402+6321/SDSSJ1402+6321_210.5954598_63.3681248_13.png new file mode 100644 index 0000000..9a9ba05 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1402+6321/SDSSJ1402+6321_210.5954598_63.3681248_13.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1402+6321/SDSSJ1402+6321_210.6027251_63.3775329_7.png b/old_website/LDT_SN/20210506/SDSSJ1402+6321/SDSSJ1402+6321_210.6027251_63.3775329_7.png new file mode 100644 index 0000000..ee6615e Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1402+6321/SDSSJ1402+6321_210.6027251_63.3775329_7.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1402+6321/SDSSJ1402+6321_210.6040856_63.3768061_10.png b/old_website/LDT_SN/20210506/SDSSJ1402+6321/SDSSJ1402+6321_210.6040856_63.3768061_10.png new file mode 100644 index 0000000..4b00b18 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1402+6321/SDSSJ1402+6321_210.6040856_63.3768061_10.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1402+6321/SDSSJ1402+6321_210.6146907_63.3638933_18.png b/old_website/LDT_SN/20210506/SDSSJ1402+6321/SDSSJ1402+6321_210.6146907_63.3638933_18.png new file mode 100644 index 0000000..f0e786d Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1402+6321/SDSSJ1402+6321_210.6146907_63.3638933_18.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1402+6321/SDSSJ1402+6321_210.6397741_63.380567_1.png b/old_website/LDT_SN/20210506/SDSSJ1402+6321/SDSSJ1402+6321_210.6397741_63.380567_1.png new file mode 100644 index 0000000..0f69c47 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1402+6321/SDSSJ1402+6321_210.6397741_63.380567_1.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1402+6321/SDSSJ1402+6321_210.6471839_63.3807632_2.png b/old_website/LDT_SN/20210506/SDSSJ1402+6321/SDSSJ1402+6321_210.6471839_63.3807632_2.png new file mode 100644 index 0000000..cdb86a5 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1402+6321/SDSSJ1402+6321_210.6471839_63.3807632_2.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1402+6321/SDSSJ1402+6321_210.6488851_63.3633821_19.png b/old_website/LDT_SN/20210506/SDSSJ1402+6321/SDSSJ1402+6321_210.6488851_63.3633821_19.png new file mode 100644 index 0000000..30b5fe5 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1402+6321/SDSSJ1402+6321_210.6488851_63.3633821_19.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1402+6321/SDSSJ1402+6321_210.6493735_63.3771571_8.png b/old_website/LDT_SN/20210506/SDSSJ1402+6321/SDSSJ1402+6321_210.6493735_63.3771571_8.png new file mode 100644 index 0000000..a9f74af Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1402+6321/SDSSJ1402+6321_210.6493735_63.3771571_8.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1402+6321/SDSSJ1402+6321_210.649816_63.3713897_11.png b/old_website/LDT_SN/20210506/SDSSJ1402+6321/SDSSJ1402+6321_210.649816_63.3713897_11.png new file mode 100644 index 0000000..ef3f2a3 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1402+6321/SDSSJ1402+6321_210.649816_63.3713897_11.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1402+6321/SDSSJ1402+6321_210.650336_63.3797934_5.png b/old_website/LDT_SN/20210506/SDSSJ1402+6321/SDSSJ1402+6321_210.650336_63.3797934_5.png new file mode 100644 index 0000000..b40dd05 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1402+6321/SDSSJ1402+6321_210.650336_63.3797934_5.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1402+6321/SDSSJ1402+6321_210.6533603_63.3801315_4.png b/old_website/LDT_SN/20210506/SDSSJ1402+6321/SDSSJ1402+6321_210.6533603_63.3801315_4.png new file mode 100644 index 0000000..7cd06eb Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1402+6321/SDSSJ1402+6321_210.6533603_63.3801315_4.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1402+6321/SDSSJ1402+6321_210.6619428_63.3643521_17.png b/old_website/LDT_SN/20210506/SDSSJ1402+6321/SDSSJ1402+6321_210.6619428_63.3643521_17.png new file mode 100644 index 0000000..ed4dc84 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1402+6321/SDSSJ1402+6321_210.6619428_63.3643521_17.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1402+6321/SDSSJ1402+6321_full_image.png b/old_website/LDT_SN/20210506/SDSSJ1402+6321/SDSSJ1402+6321_full_image.png new file mode 100644 index 0000000..63a3b5d Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1402+6321/SDSSJ1402+6321_full_image.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1416+5136/SDSSJ1416+5136.html b/old_website/LDT_SN/20210506/SDSSJ1416+5136/SDSSJ1416+5136.html new file mode 100644 index 0000000..5c6a1ce --- /dev/null +++ b/old_website/LDT_SN/20210506/SDSSJ1416+5136/SDSSJ1416+5136.html @@ -0,0 +1,63 @@ + + + + SDSSJ1416+5136 + + +

SDSSJ1416+5136

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/20210506/SDSSJ1416+5136/SDSSJ1416+5136_214.0617517_51.6302825_16.png b/old_website/LDT_SN/20210506/SDSSJ1416+5136/SDSSJ1416+5136_214.0617517_51.6302825_16.png new file mode 100644 index 0000000..77f38dc Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1416+5136/SDSSJ1416+5136_214.0617517_51.6302825_16.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1416+5136/SDSSJ1416+5136_214.0756342_51.6050228_5.png b/old_website/LDT_SN/20210506/SDSSJ1416+5136/SDSSJ1416+5136_214.0756342_51.6050228_5.png new file mode 100644 index 0000000..9e09470 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1416+5136/SDSSJ1416+5136_214.0756342_51.6050228_5.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1416+5136/SDSSJ1416+5136_214.0760517_51.6303677_13.png b/old_website/LDT_SN/20210506/SDSSJ1416+5136/SDSSJ1416+5136_214.0760517_51.6303677_13.png new file mode 100644 index 0000000..ac929da Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1416+5136/SDSSJ1416+5136_214.0760517_51.6303677_13.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1416+5136/SDSSJ1416+5136_214.0876244_51.626791_14.png b/old_website/LDT_SN/20210506/SDSSJ1416+5136/SDSSJ1416+5136_214.0876244_51.626791_14.png new file mode 100644 index 0000000..049ee5a Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1416+5136/SDSSJ1416+5136_214.0876244_51.626791_14.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1416+5136/SDSSJ1416+5136_214.0883811_51.6019787_7.png b/old_website/LDT_SN/20210506/SDSSJ1416+5136/SDSSJ1416+5136_214.0883811_51.6019787_7.png new file mode 100644 index 0000000..c9a4f22 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1416+5136/SDSSJ1416+5136_214.0883811_51.6019787_7.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1416+5136/SDSSJ1416+5136_214.0884172_51.5886104_10.png b/old_website/LDT_SN/20210506/SDSSJ1416+5136/SDSSJ1416+5136_214.0884172_51.5886104_10.png new file mode 100644 index 0000000..bab5d30 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1416+5136/SDSSJ1416+5136_214.0884172_51.5886104_10.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1416+5136/SDSSJ1416+5136_214.0926363_51.6086153_3.png b/old_website/LDT_SN/20210506/SDSSJ1416+5136/SDSSJ1416+5136_214.0926363_51.6086153_3.png new file mode 100644 index 0000000..7a99fd8 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1416+5136/SDSSJ1416+5136_214.0926363_51.6086153_3.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1416+5136/SDSSJ1416+5136_214.0935038_51.6226144_1.png b/old_website/LDT_SN/20210506/SDSSJ1416+5136/SDSSJ1416+5136_214.0935038_51.6226144_1.png new file mode 100644 index 0000000..cfff6af Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1416+5136/SDSSJ1416+5136_214.0935038_51.6226144_1.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1416+5136/SDSSJ1416+5136_214.0961045_51.589042_9.png b/old_website/LDT_SN/20210506/SDSSJ1416+5136/SDSSJ1416+5136_214.0961045_51.589042_9.png new file mode 100644 index 0000000..7d424d1 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1416+5136/SDSSJ1416+5136_214.0961045_51.589042_9.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1416+5136/SDSSJ1416+5136_214.0961139_51.6302771_11.png b/old_website/LDT_SN/20210506/SDSSJ1416+5136/SDSSJ1416+5136_214.0961139_51.6302771_11.png new file mode 100644 index 0000000..fe61a78 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1416+5136/SDSSJ1416+5136_214.0961139_51.6302771_11.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1416+5136/SDSSJ1416+5136_214.0967579_51.6254707_12.png b/old_website/LDT_SN/20210506/SDSSJ1416+5136/SDSSJ1416+5136_214.0967579_51.6254707_12.png new file mode 100644 index 0000000..1948259 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1416+5136/SDSSJ1416+5136_214.0967579_51.6254707_12.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1416+5136/SDSSJ1416+5136_214.0968261_51.6227693_0.png b/old_website/LDT_SN/20210506/SDSSJ1416+5136/SDSSJ1416+5136_214.0968261_51.6227693_0.png new file mode 100644 index 0000000..77bd1c2 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1416+5136/SDSSJ1416+5136_214.0968261_51.6227693_0.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1416+5136/SDSSJ1416+5136_214.1036215_51.6257195_15.png b/old_website/LDT_SN/20210506/SDSSJ1416+5136/SDSSJ1416+5136_214.1036215_51.6257195_15.png new file mode 100644 index 0000000..ee2f4de Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1416+5136/SDSSJ1416+5136_214.1036215_51.6257195_15.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1416+5136/SDSSJ1416+5136_214.1214445_51.5985359_8.png b/old_website/LDT_SN/20210506/SDSSJ1416+5136/SDSSJ1416+5136_214.1214445_51.5985359_8.png new file mode 100644 index 0000000..7a9973e Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1416+5136/SDSSJ1416+5136_214.1214445_51.5985359_8.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1416+5136/SDSSJ1416+5136_214.1247978_51.6218215_2.png b/old_website/LDT_SN/20210506/SDSSJ1416+5136/SDSSJ1416+5136_214.1247978_51.6218215_2.png new file mode 100644 index 0000000..f02a8ef Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1416+5136/SDSSJ1416+5136_214.1247978_51.6218215_2.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1416+5136/SDSSJ1416+5136_214.1257613_51.6079016_4.png b/old_website/LDT_SN/20210506/SDSSJ1416+5136/SDSSJ1416+5136_214.1257613_51.6079016_4.png new file mode 100644 index 0000000..ee5e9b2 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1416+5136/SDSSJ1416+5136_214.1257613_51.6079016_4.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1416+5136/SDSSJ1416+5136_214.1309662_51.6039637_6.png b/old_website/LDT_SN/20210506/SDSSJ1416+5136/SDSSJ1416+5136_214.1309662_51.6039637_6.png new file mode 100644 index 0000000..50b3c8e Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1416+5136/SDSSJ1416+5136_214.1309662_51.6039637_6.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1416+5136/SDSSJ1416+5136_full_image.png b/old_website/LDT_SN/20210506/SDSSJ1416+5136/SDSSJ1416+5136_full_image.png new file mode 100644 index 0000000..153842a Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1416+5136/SDSSJ1416+5136_full_image.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1420+6019/SDSSJ1420+6019.html b/old_website/LDT_SN/20210506/SDSSJ1420+6019/SDSSJ1420+6019.html new file mode 100644 index 0000000..a53811d --- /dev/null +++ b/old_website/LDT_SN/20210506/SDSSJ1420+6019/SDSSJ1420+6019.html @@ -0,0 +1,39 @@ + + + + SDSSJ1420+6019 + + +

SDSSJ1420+6019

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/20210506/SDSSJ1420+6019/SDSSJ1420+6019_215.0240915_60.338979_0.png b/old_website/LDT_SN/20210506/SDSSJ1420+6019/SDSSJ1420+6019_215.0240915_60.338979_0.png new file mode 100644 index 0000000..da3d9b2 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1420+6019/SDSSJ1420+6019_215.0240915_60.338979_0.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1420+6019/SDSSJ1420+6019_215.0256648_60.3036377_7.png b/old_website/LDT_SN/20210506/SDSSJ1420+6019/SDSSJ1420+6019_215.0256648_60.3036377_7.png new file mode 100644 index 0000000..4b0932e Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1420+6019/SDSSJ1420+6019_215.0256648_60.3036377_7.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1420+6019/SDSSJ1420+6019_215.0258873_60.3244984_2.png b/old_website/LDT_SN/20210506/SDSSJ1420+6019/SDSSJ1420+6019_215.0258873_60.3244984_2.png new file mode 100644 index 0000000..df6f34b Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1420+6019/SDSSJ1420+6019_215.0258873_60.3244984_2.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1420+6019/SDSSJ1420+6019_215.0518013_60.320224_3.png b/old_website/LDT_SN/20210506/SDSSJ1420+6019/SDSSJ1420+6019_215.0518013_60.320224_3.png new file mode 100644 index 0000000..6d0ad20 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1420+6019/SDSSJ1420+6019_215.0518013_60.320224_3.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1420+6019/SDSSJ1420+6019_215.0604786_60.3140144_5.png b/old_website/LDT_SN/20210506/SDSSJ1420+6019/SDSSJ1420+6019_215.0604786_60.3140144_5.png new file mode 100644 index 0000000..57eab6a Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1420+6019/SDSSJ1420+6019_215.0604786_60.3140144_5.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1420+6019/SDSSJ1420+6019_215.0857449_60.3114673_6.png b/old_website/LDT_SN/20210506/SDSSJ1420+6019/SDSSJ1420+6019_215.0857449_60.3114673_6.png new file mode 100644 index 0000000..9277362 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1420+6019/SDSSJ1420+6019_215.0857449_60.3114673_6.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1420+6019/SDSSJ1420+6019_215.0946826_60.3410638_8.png b/old_website/LDT_SN/20210506/SDSSJ1420+6019/SDSSJ1420+6019_215.0946826_60.3410638_8.png new file mode 100644 index 0000000..9b760e8 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1420+6019/SDSSJ1420+6019_215.0946826_60.3410638_8.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1420+6019/SDSSJ1420+6019_215.100347_60.3352523_1.png b/old_website/LDT_SN/20210506/SDSSJ1420+6019/SDSSJ1420+6019_215.100347_60.3352523_1.png new file mode 100644 index 0000000..6777446 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1420+6019/SDSSJ1420+6019_215.100347_60.3352523_1.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1420+6019/SDSSJ1420+6019_215.111905_60.3432638_4.png b/old_website/LDT_SN/20210506/SDSSJ1420+6019/SDSSJ1420+6019_215.111905_60.3432638_4.png new file mode 100644 index 0000000..230e0a4 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1420+6019/SDSSJ1420+6019_215.111905_60.3432638_4.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1420+6019/SDSSJ1420+6019_full_image.png b/old_website/LDT_SN/20210506/SDSSJ1420+6019/SDSSJ1420+6019_full_image.png new file mode 100644 index 0000000..0daac74 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1420+6019/SDSSJ1420+6019_full_image.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1430+4105/SDSSJ1430+4105.html b/old_website/LDT_SN/20210506/SDSSJ1430+4105/SDSSJ1430+4105.html new file mode 100644 index 0000000..e2291cb --- /dev/null +++ b/old_website/LDT_SN/20210506/SDSSJ1430+4105/SDSSJ1430+4105.html @@ -0,0 +1,60 @@ + + + + SDSSJ1430+4105 + + +

SDSSJ1430+4105

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/20210506/SDSSJ1430+4105/SDSSJ1430+4105_217.4858439_41.1075847_5.png b/old_website/LDT_SN/20210506/SDSSJ1430+4105/SDSSJ1430+4105_217.4858439_41.1075847_5.png new file mode 100644 index 0000000..444d1d9 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1430+4105/SDSSJ1430+4105_217.4858439_41.1075847_5.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1430+4105/SDSSJ1430+4105_217.4890187_41.1011091_6.png b/old_website/LDT_SN/20210506/SDSSJ1430+4105/SDSSJ1430+4105_217.4890187_41.1011091_6.png new file mode 100644 index 0000000..8252edb Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1430+4105/SDSSJ1430+4105_217.4890187_41.1011091_6.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1430+4105/SDSSJ1430+4105_217.4982762_41.1182191_2.png b/old_website/LDT_SN/20210506/SDSSJ1430+4105/SDSSJ1430+4105_217.4982762_41.1182191_2.png new file mode 100644 index 0000000..a8da2f5 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1430+4105/SDSSJ1430+4105_217.4982762_41.1182191_2.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1430+4105/SDSSJ1430+4105_217.4991959_41.0897882_12.png b/old_website/LDT_SN/20210506/SDSSJ1430+4105/SDSSJ1430+4105_217.4991959_41.0897882_12.png new file mode 100644 index 0000000..ae3948b Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1430+4105/SDSSJ1430+4105_217.4991959_41.0897882_12.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1430+4105/SDSSJ1430+4105_217.4994943_41.0834918_13.png b/old_website/LDT_SN/20210506/SDSSJ1430+4105/SDSSJ1430+4105_217.4994943_41.0834918_13.png new file mode 100644 index 0000000..a5f6904 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1430+4105/SDSSJ1430+4105_217.4994943_41.0834918_13.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1430+4105/SDSSJ1430+4105_217.5016505_41.0995126_8.png b/old_website/LDT_SN/20210506/SDSSJ1430+4105/SDSSJ1430+4105_217.5016505_41.0995126_8.png new file mode 100644 index 0000000..bee4cc4 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1430+4105/SDSSJ1430+4105_217.5016505_41.0995126_8.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1430+4105/SDSSJ1430+4105_217.5051651_41.0780454_15.png b/old_website/LDT_SN/20210506/SDSSJ1430+4105/SDSSJ1430+4105_217.5051651_41.0780454_15.png new file mode 100644 index 0000000..89f2302 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1430+4105/SDSSJ1430+4105_217.5051651_41.0780454_15.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1430+4105/SDSSJ1430+4105_217.5061187_41.119597_1.png b/old_website/LDT_SN/20210506/SDSSJ1430+4105/SDSSJ1430+4105_217.5061187_41.119597_1.png new file mode 100644 index 0000000..0306613 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1430+4105/SDSSJ1430+4105_217.5061187_41.119597_1.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1430+4105/SDSSJ1430+4105_217.5082814_41.1213469_0.png b/old_website/LDT_SN/20210506/SDSSJ1430+4105/SDSSJ1430+4105_217.5082814_41.1213469_0.png new file mode 100644 index 0000000..17fa4ea Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1430+4105/SDSSJ1430+4105_217.5082814_41.1213469_0.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1430+4105/SDSSJ1430+4105_217.5118887_41.1009825_7.png b/old_website/LDT_SN/20210506/SDSSJ1430+4105/SDSSJ1430+4105_217.5118887_41.1009825_7.png new file mode 100644 index 0000000..e88cb4a Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1430+4105/SDSSJ1430+4105_217.5118887_41.1009825_7.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1430+4105/SDSSJ1430+4105_217.5124792_41.0924583_9.png b/old_website/LDT_SN/20210506/SDSSJ1430+4105/SDSSJ1430+4105_217.5124792_41.0924583_9.png new file mode 100644 index 0000000..2e37b4b Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1430+4105/SDSSJ1430+4105_217.5124792_41.0924583_9.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1430+4105/SDSSJ1430+4105_217.5168938_41.0911881_10.png b/old_website/LDT_SN/20210506/SDSSJ1430+4105/SDSSJ1430+4105_217.5168938_41.0911881_10.png new file mode 100644 index 0000000..066a6eb Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1430+4105/SDSSJ1430+4105_217.5168938_41.0911881_10.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1430+4105/SDSSJ1430+4105_217.5202511_41.1127424_4.png b/old_website/LDT_SN/20210506/SDSSJ1430+4105/SDSSJ1430+4105_217.5202511_41.1127424_4.png new file mode 100644 index 0000000..490b11a Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1430+4105/SDSSJ1430+4105_217.5202511_41.1127424_4.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1430+4105/SDSSJ1430+4105_217.5376428_41.0796711_14.png b/old_website/LDT_SN/20210506/SDSSJ1430+4105/SDSSJ1430+4105_217.5376428_41.0796711_14.png new file mode 100644 index 0000000..856c228 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1430+4105/SDSSJ1430+4105_217.5376428_41.0796711_14.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1430+4105/SDSSJ1430+4105_217.5434242_41.1181948_3.png b/old_website/LDT_SN/20210506/SDSSJ1430+4105/SDSSJ1430+4105_217.5434242_41.1181948_3.png new file mode 100644 index 0000000..a77493d Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1430+4105/SDSSJ1430+4105_217.5434242_41.1181948_3.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1430+4105/SDSSJ1430+4105_217.543472_41.0914783_11.png b/old_website/LDT_SN/20210506/SDSSJ1430+4105/SDSSJ1430+4105_217.543472_41.0914783_11.png new file mode 100644 index 0000000..824599a Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1430+4105/SDSSJ1430+4105_217.543472_41.0914783_11.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1430+4105/SDSSJ1430+4105_full_image.png b/old_website/LDT_SN/20210506/SDSSJ1430+4105/SDSSJ1430+4105_full_image.png new file mode 100644 index 0000000..e6f69ce Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1430+4105/SDSSJ1430+4105_full_image.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1432+6317/SDSSJ1432+6317.html b/old_website/LDT_SN/20210506/SDSSJ1432+6317/SDSSJ1432+6317.html new file mode 100644 index 0000000..9b8a2de --- /dev/null +++ b/old_website/LDT_SN/20210506/SDSSJ1432+6317/SDSSJ1432+6317.html @@ -0,0 +1,72 @@ + + + + SDSSJ1432+6317 + + +

SDSSJ1432+6317

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/20210506/SDSSJ1432+6317/SDSSJ1432+6317_218.0095737_63.26709_0.png b/old_website/LDT_SN/20210506/SDSSJ1432+6317/SDSSJ1432+6317_218.0095737_63.26709_0.png new file mode 100644 index 0000000..bfda03b Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1432+6317/SDSSJ1432+6317_218.0095737_63.26709_0.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1432+6317/SDSSJ1432+6317_218.016213_63.3060054_13.png b/old_website/LDT_SN/20210506/SDSSJ1432+6317/SDSSJ1432+6317_218.016213_63.3060054_13.png new file mode 100644 index 0000000..a218b4e Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1432+6317/SDSSJ1432+6317_218.016213_63.3060054_13.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1432+6317/SDSSJ1432+6317_218.0163524_63.3065384_10.png b/old_website/LDT_SN/20210506/SDSSJ1432+6317/SDSSJ1432+6317_218.0163524_63.3065384_10.png new file mode 100644 index 0000000..486b401 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1432+6317/SDSSJ1432+6317_218.0163524_63.3065384_10.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1432+6317/SDSSJ1432+6317_218.017328_63.3052925_14.png b/old_website/LDT_SN/20210506/SDSSJ1432+6317/SDSSJ1432+6317_218.017328_63.3052925_14.png new file mode 100644 index 0000000..68dbb05 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1432+6317/SDSSJ1432+6317_218.017328_63.3052925_14.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1432+6317/SDSSJ1432+6317_218.0226769_63.260832_5.png b/old_website/LDT_SN/20210506/SDSSJ1432+6317/SDSSJ1432+6317_218.0226769_63.260832_5.png new file mode 100644 index 0000000..b7ec672 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1432+6317/SDSSJ1432+6317_218.0226769_63.260832_5.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1432+6317/SDSSJ1432+6317_218.0234943_63.3045113_18.png b/old_website/LDT_SN/20210506/SDSSJ1432+6317/SDSSJ1432+6317_218.0234943_63.3045113_18.png new file mode 100644 index 0000000..955d2fa Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1432+6317/SDSSJ1432+6317_218.0234943_63.3045113_18.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1432+6317/SDSSJ1432+6317_218.0278138_63.2627292_2.png b/old_website/LDT_SN/20210506/SDSSJ1432+6317/SDSSJ1432+6317_218.0278138_63.2627292_2.png new file mode 100644 index 0000000..efb246b Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1432+6317/SDSSJ1432+6317_218.0278138_63.2627292_2.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1432+6317/SDSSJ1432+6317_218.0392493_63.3049568_16.png b/old_website/LDT_SN/20210506/SDSSJ1432+6317/SDSSJ1432+6317_218.0392493_63.3049568_16.png new file mode 100644 index 0000000..a152a1d Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1432+6317/SDSSJ1432+6317_218.0392493_63.3049568_16.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1432+6317/SDSSJ1432+6317_218.0411637_63.2608932_6.png b/old_website/LDT_SN/20210506/SDSSJ1432+6317/SDSSJ1432+6317_218.0411637_63.2608932_6.png new file mode 100644 index 0000000..cdbc31d Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1432+6317/SDSSJ1432+6317_218.0411637_63.2608932_6.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1432+6317/SDSSJ1432+6317_218.0444066_63.2605548_7.png b/old_website/LDT_SN/20210506/SDSSJ1432+6317/SDSSJ1432+6317_218.0444066_63.2605548_7.png new file mode 100644 index 0000000..43714a0 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1432+6317/SDSSJ1432+6317_218.0444066_63.2605548_7.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1432+6317/SDSSJ1432+6317_218.049723_63.3062101_12.png b/old_website/LDT_SN/20210506/SDSSJ1432+6317/SDSSJ1432+6317_218.049723_63.3062101_12.png new file mode 100644 index 0000000..f9eb3a2 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1432+6317/SDSSJ1432+6317_218.049723_63.3062101_12.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1432+6317/SDSSJ1432+6317_218.0604178_63.3041713_17.png b/old_website/LDT_SN/20210506/SDSSJ1432+6317/SDSSJ1432+6317_218.0604178_63.3041713_17.png new file mode 100644 index 0000000..9207dc4 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1432+6317/SDSSJ1432+6317_218.0604178_63.3041713_17.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1432+6317/SDSSJ1432+6317_218.0811029_63.3078828_9.png b/old_website/LDT_SN/20210506/SDSSJ1432+6317/SDSSJ1432+6317_218.0811029_63.3078828_9.png new file mode 100644 index 0000000..1e464b2 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1432+6317/SDSSJ1432+6317_218.0811029_63.3078828_9.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1432+6317/SDSSJ1432+6317_218.0840359_63.3062153_11.png b/old_website/LDT_SN/20210506/SDSSJ1432+6317/SDSSJ1432+6317_218.0840359_63.3062153_11.png new file mode 100644 index 0000000..3fbda5b Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1432+6317/SDSSJ1432+6317_218.0840359_63.3062153_11.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1432+6317/SDSSJ1432+6317_218.0858226_63.2608654_4.png b/old_website/LDT_SN/20210506/SDSSJ1432+6317/SDSSJ1432+6317_218.0858226_63.2608654_4.png new file mode 100644 index 0000000..f64187b Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1432+6317/SDSSJ1432+6317_218.0858226_63.2608654_4.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1432+6317/SDSSJ1432+6317_218.0893864_63.2610998_3.png b/old_website/LDT_SN/20210506/SDSSJ1432+6317/SDSSJ1432+6317_218.0893864_63.2610998_3.png new file mode 100644 index 0000000..22ab52b Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1432+6317/SDSSJ1432+6317_218.0893864_63.2610998_3.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1432+6317/SDSSJ1432+6317_218.0895902_63.3052596_15.png b/old_website/LDT_SN/20210506/SDSSJ1432+6317/SDSSJ1432+6317_218.0895902_63.3052596_15.png new file mode 100644 index 0000000..7fe2498 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1432+6317/SDSSJ1432+6317_218.0895902_63.3052596_15.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1432+6317/SDSSJ1432+6317_218.0914541_63.260324_8.png b/old_website/LDT_SN/20210506/SDSSJ1432+6317/SDSSJ1432+6317_218.0914541_63.260324_8.png new file mode 100644 index 0000000..8e2f2a1 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1432+6317/SDSSJ1432+6317_218.0914541_63.260324_8.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1432+6317/SDSSJ1432+6317_218.1014143_63.262594_1.png b/old_website/LDT_SN/20210506/SDSSJ1432+6317/SDSSJ1432+6317_218.1014143_63.262594_1.png new file mode 100644 index 0000000..531f28b Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1432+6317/SDSSJ1432+6317_218.1014143_63.262594_1.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1432+6317/SDSSJ1432+6317_218.1063859_63.3043596_19.png b/old_website/LDT_SN/20210506/SDSSJ1432+6317/SDSSJ1432+6317_218.1063859_63.3043596_19.png new file mode 100644 index 0000000..50cb74e Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1432+6317/SDSSJ1432+6317_218.1063859_63.3043596_19.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1432+6317/SDSSJ1432+6317_full_image.png b/old_website/LDT_SN/20210506/SDSSJ1432+6317/SDSSJ1432+6317_full_image.png new file mode 100644 index 0000000..3635d4a Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1432+6317/SDSSJ1432+6317_full_image.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1436+3640/SDSSJ1436+3640.html b/old_website/LDT_SN/20210506/SDSSJ1436+3640/SDSSJ1436+3640.html new file mode 100644 index 0000000..189b63c --- /dev/null +++ b/old_website/LDT_SN/20210506/SDSSJ1436+3640/SDSSJ1436+3640.html @@ -0,0 +1,57 @@ + + + + SDSSJ1436+3640 + + +

SDSSJ1436+3640

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/20210506/SDSSJ1436+3640/SDSSJ1436+3640_218.9954786_36.6870049_6.png b/old_website/LDT_SN/20210506/SDSSJ1436+3640/SDSSJ1436+3640_218.9954786_36.6870049_6.png new file mode 100644 index 0000000..8277cf7 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1436+3640/SDSSJ1436+3640_218.9954786_36.6870049_6.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1436+3640/SDSSJ1436+3640_219.0016011_36.6883575_4.png b/old_website/LDT_SN/20210506/SDSSJ1436+3640/SDSSJ1436+3640_219.0016011_36.6883575_4.png new file mode 100644 index 0000000..64458d7 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1436+3640/SDSSJ1436+3640_219.0016011_36.6883575_4.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1436+3640/SDSSJ1436+3640_219.0039019_36.6617387_12.png b/old_website/LDT_SN/20210506/SDSSJ1436+3640/SDSSJ1436+3640_219.0039019_36.6617387_12.png new file mode 100644 index 0000000..ab5be9e Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1436+3640/SDSSJ1436+3640_219.0039019_36.6617387_12.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1436+3640/SDSSJ1436+3640_219.0045_36.6618045_13.png b/old_website/LDT_SN/20210506/SDSSJ1436+3640/SDSSJ1436+3640_219.0045_36.6618045_13.png new file mode 100644 index 0000000..70533fe Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1436+3640/SDSSJ1436+3640_219.0045_36.6618045_13.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1436+3640/SDSSJ1436+3640_219.0049976_36.6948283_3.png b/old_website/LDT_SN/20210506/SDSSJ1436+3640/SDSSJ1436+3640_219.0049976_36.6948283_3.png new file mode 100644 index 0000000..1cc705c Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1436+3640/SDSSJ1436+3640_219.0049976_36.6948283_3.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1436+3640/SDSSJ1436+3640_219.0066015_36.6991556_1.png b/old_website/LDT_SN/20210506/SDSSJ1436+3640/SDSSJ1436+3640_219.0066015_36.6991556_1.png new file mode 100644 index 0000000..cd0653b Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1436+3640/SDSSJ1436+3640_219.0066015_36.6991556_1.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1436+3640/SDSSJ1436+3640_219.0115301_36.672479_8.png b/old_website/LDT_SN/20210506/SDSSJ1436+3640/SDSSJ1436+3640_219.0115301_36.672479_8.png new file mode 100644 index 0000000..3ed1653 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1436+3640/SDSSJ1436+3640_219.0115301_36.672479_8.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1436+3640/SDSSJ1436+3640_219.019021_36.7030831_14.png b/old_website/LDT_SN/20210506/SDSSJ1436+3640/SDSSJ1436+3640_219.019021_36.7030831_14.png new file mode 100644 index 0000000..f47406c Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1436+3640/SDSSJ1436+3640_219.019021_36.7030831_14.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1436+3640/SDSSJ1436+3640_219.0195238_36.6730746_7.png b/old_website/LDT_SN/20210506/SDSSJ1436+3640/SDSSJ1436+3640_219.0195238_36.6730746_7.png new file mode 100644 index 0000000..b488be6 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1436+3640/SDSSJ1436+3640_219.0195238_36.6730746_7.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1436+3640/SDSSJ1436+3640_219.0212394_36.6966776_2.png b/old_website/LDT_SN/20210506/SDSSJ1436+3640/SDSSJ1436+3640_219.0212394_36.6966776_2.png new file mode 100644 index 0000000..b5feeea Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1436+3640/SDSSJ1436+3640_219.0212394_36.6966776_2.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1436+3640/SDSSJ1436+3640_219.0284208_36.7018218_0.png b/old_website/LDT_SN/20210506/SDSSJ1436+3640/SDSSJ1436+3640_219.0284208_36.7018218_0.png new file mode 100644 index 0000000..62616b6 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1436+3640/SDSSJ1436+3640_219.0284208_36.7018218_0.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1436+3640/SDSSJ1436+3640_219.0413445_36.663448_11.png b/old_website/LDT_SN/20210506/SDSSJ1436+3640/SDSSJ1436+3640_219.0413445_36.663448_11.png new file mode 100644 index 0000000..9474a5d Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1436+3640/SDSSJ1436+3640_219.0413445_36.663448_11.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1436+3640/SDSSJ1436+3640_219.0417983_36.6882263_5.png b/old_website/LDT_SN/20210506/SDSSJ1436+3640/SDSSJ1436+3640_219.0417983_36.6882263_5.png new file mode 100644 index 0000000..2067fe3 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1436+3640/SDSSJ1436+3640_219.0417983_36.6882263_5.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1436+3640/SDSSJ1436+3640_219.0452232_36.6646063_10.png b/old_website/LDT_SN/20210506/SDSSJ1436+3640/SDSSJ1436+3640_219.0452232_36.6646063_10.png new file mode 100644 index 0000000..2bc8fea Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1436+3640/SDSSJ1436+3640_219.0452232_36.6646063_10.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1436+3640/SDSSJ1436+3640_219.0456356_36.6651903_9.png b/old_website/LDT_SN/20210506/SDSSJ1436+3640/SDSSJ1436+3640_219.0456356_36.6651903_9.png new file mode 100644 index 0000000..588019a Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1436+3640/SDSSJ1436+3640_219.0456356_36.6651903_9.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1436+3640/SDSSJ1436+3640_full_image.png b/old_website/LDT_SN/20210506/SDSSJ1436+3640/SDSSJ1436+3640_full_image.png new file mode 100644 index 0000000..15117cc Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1436+3640/SDSSJ1436+3640_full_image.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1450+3908/SDSSJ1450+3908.html b/old_website/LDT_SN/20210506/SDSSJ1450+3908/SDSSJ1450+3908.html new file mode 100644 index 0000000..2b6a5bc --- /dev/null +++ b/old_website/LDT_SN/20210506/SDSSJ1450+3908/SDSSJ1450+3908.html @@ -0,0 +1,12 @@ + + + + SDSSJ1450+3908 + + +

SDSSJ1450+3908

+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/20210506/SDSSJ1450+3908/SDSSJ1450+3908_full_image.png b/old_website/LDT_SN/20210506/SDSSJ1450+3908/SDSSJ1450+3908_full_image.png new file mode 100644 index 0000000..13bad34 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1450+3908/SDSSJ1450+3908_full_image.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1452+33233/SDSSJ1452+33233.html b/old_website/LDT_SN/20210506/SDSSJ1452+33233/SDSSJ1452+33233.html new file mode 100644 index 0000000..b03ed23 --- /dev/null +++ b/old_website/LDT_SN/20210506/SDSSJ1452+33233/SDSSJ1452+33233.html @@ -0,0 +1,72 @@ + + + + SDSSJ1452+33233 + + +

SDSSJ1452+33233

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/20210506/SDSSJ1452+33233/SDSSJ1452+33233_223.2193706_33.3743695_1.png b/old_website/LDT_SN/20210506/SDSSJ1452+33233/SDSSJ1452+33233_223.2193706_33.3743695_1.png new file mode 100644 index 0000000..db31d51 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1452+33233/SDSSJ1452+33233_223.2193706_33.3743695_1.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1452+33233/SDSSJ1452+33233_223.2228759_33.3997206_18.png b/old_website/LDT_SN/20210506/SDSSJ1452+33233/SDSSJ1452+33233_223.2228759_33.3997206_18.png new file mode 100644 index 0000000..eabea46 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1452+33233/SDSSJ1452+33233_223.2228759_33.3997206_18.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1452+33233/SDSSJ1452+33233_223.2253952_33.4098638_4.png b/old_website/LDT_SN/20210506/SDSSJ1452+33233/SDSSJ1452+33233_223.2253952_33.4098638_4.png new file mode 100644 index 0000000..eea6287 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1452+33233/SDSSJ1452+33233_223.2253952_33.4098638_4.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1452+33233/SDSSJ1452+33233_223.2258022_33.405208_12.png b/old_website/LDT_SN/20210506/SDSSJ1452+33233/SDSSJ1452+33233_223.2258022_33.405208_12.png new file mode 100644 index 0000000..61a6e10 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1452+33233/SDSSJ1452+33233_223.2258022_33.405208_12.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1452+33233/SDSSJ1452+33233_223.228378_33.3988866_19.png b/old_website/LDT_SN/20210506/SDSSJ1452+33233/SDSSJ1452+33233_223.228378_33.3988866_19.png new file mode 100644 index 0000000..0033a15 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1452+33233/SDSSJ1452+33233_223.228378_33.3988866_19.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1452+33233/SDSSJ1452+33233_223.2286303_33.4027916_16.png b/old_website/LDT_SN/20210506/SDSSJ1452+33233/SDSSJ1452+33233_223.2286303_33.4027916_16.png new file mode 100644 index 0000000..8f22922 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1452+33233/SDSSJ1452+33233_223.2286303_33.4027916_16.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1452+33233/SDSSJ1452+33233_223.2352914_33.4084558_6.png b/old_website/LDT_SN/20210506/SDSSJ1452+33233/SDSSJ1452+33233_223.2352914_33.4084558_6.png new file mode 100644 index 0000000..3d9fe29 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1452+33233/SDSSJ1452+33233_223.2352914_33.4084558_6.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1452+33233/SDSSJ1452+33233_223.239673_33.4142395_2.png b/old_website/LDT_SN/20210506/SDSSJ1452+33233/SDSSJ1452+33233_223.239673_33.4142395_2.png new file mode 100644 index 0000000..41d51de Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1452+33233/SDSSJ1452+33233_223.239673_33.4142395_2.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1452+33233/SDSSJ1452+33233_223.2401085_33.4093241_5.png b/old_website/LDT_SN/20210506/SDSSJ1452+33233/SDSSJ1452+33233_223.2401085_33.4093241_5.png new file mode 100644 index 0000000..48652de Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1452+33233/SDSSJ1452+33233_223.2401085_33.4093241_5.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1452+33233/SDSSJ1452+33233_223.2422075_33.4042179_14.png b/old_website/LDT_SN/20210506/SDSSJ1452+33233/SDSSJ1452+33233_223.2422075_33.4042179_14.png new file mode 100644 index 0000000..069c2f2 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1452+33233/SDSSJ1452+33233_223.2422075_33.4042179_14.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1452+33233/SDSSJ1452+33233_223.242385_33.4085348_7.png b/old_website/LDT_SN/20210506/SDSSJ1452+33233/SDSSJ1452+33233_223.242385_33.4085348_7.png new file mode 100644 index 0000000..568c253 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1452+33233/SDSSJ1452+33233_223.242385_33.4085348_7.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1452+33233/SDSSJ1452+33233_223.2458213_33.4071227_9.png b/old_website/LDT_SN/20210506/SDSSJ1452+33233/SDSSJ1452+33233_223.2458213_33.4071227_9.png new file mode 100644 index 0000000..23d1f54 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1452+33233/SDSSJ1452+33233_223.2458213_33.4071227_9.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1452+33233/SDSSJ1452+33233_223.2512396_33.4123623_3.png b/old_website/LDT_SN/20210506/SDSSJ1452+33233/SDSSJ1452+33233_223.2512396_33.4123623_3.png new file mode 100644 index 0000000..a657f85 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1452+33233/SDSSJ1452+33233_223.2512396_33.4123623_3.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1452+33233/SDSSJ1452+33233_223.2560754_33.4046559_13.png b/old_website/LDT_SN/20210506/SDSSJ1452+33233/SDSSJ1452+33233_223.2560754_33.4046559_13.png new file mode 100644 index 0000000..c3e2766 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1452+33233/SDSSJ1452+33233_223.2560754_33.4046559_13.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1452+33233/SDSSJ1452+33233_223.2567398_33.3760589_0.png b/old_website/LDT_SN/20210506/SDSSJ1452+33233/SDSSJ1452+33233_223.2567398_33.3760589_0.png new file mode 100644 index 0000000..a13a058 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1452+33233/SDSSJ1452+33233_223.2567398_33.3760589_0.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1452+33233/SDSSJ1452+33233_223.2591324_33.4027758_17.png b/old_website/LDT_SN/20210506/SDSSJ1452+33233/SDSSJ1452+33233_223.2591324_33.4027758_17.png new file mode 100644 index 0000000..f4cb1a6 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1452+33233/SDSSJ1452+33233_223.2591324_33.4027758_17.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1452+33233/SDSSJ1452+33233_223.2681772_33.4041754_15.png b/old_website/LDT_SN/20210506/SDSSJ1452+33233/SDSSJ1452+33233_223.2681772_33.4041754_15.png new file mode 100644 index 0000000..fc50c1a Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1452+33233/SDSSJ1452+33233_223.2681772_33.4041754_15.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1452+33233/SDSSJ1452+33233_223.2682695_33.4060473_11.png b/old_website/LDT_SN/20210506/SDSSJ1452+33233/SDSSJ1452+33233_223.2682695_33.4060473_11.png new file mode 100644 index 0000000..00bfeda Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1452+33233/SDSSJ1452+33233_223.2682695_33.4060473_11.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1452+33233/SDSSJ1452+33233_223.2696206_33.406048_10.png b/old_website/LDT_SN/20210506/SDSSJ1452+33233/SDSSJ1452+33233_223.2696206_33.406048_10.png new file mode 100644 index 0000000..0a940a9 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1452+33233/SDSSJ1452+33233_223.2696206_33.406048_10.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1452+33233/SDSSJ1452+33233_223.2719262_33.40769_8.png b/old_website/LDT_SN/20210506/SDSSJ1452+33233/SDSSJ1452+33233_223.2719262_33.40769_8.png new file mode 100644 index 0000000..062cc52 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1452+33233/SDSSJ1452+33233_223.2719262_33.40769_8.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1452+33233/SDSSJ1452+33233_full_image.png b/old_website/LDT_SN/20210506/SDSSJ1452+33233/SDSSJ1452+33233_full_image.png new file mode 100644 index 0000000..b7d4db7 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1452+33233/SDSSJ1452+33233_full_image.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1456+5702/SDSSJ1456+5702.html b/old_website/LDT_SN/20210506/SDSSJ1456+5702/SDSSJ1456+5702.html new file mode 100644 index 0000000..732ec74 --- /dev/null +++ b/old_website/LDT_SN/20210506/SDSSJ1456+5702/SDSSJ1456+5702.html @@ -0,0 +1,72 @@ + + + + SDSSJ1456+5702 + + +

SDSSJ1456+5702

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/20210506/SDSSJ1456+5702/SDSSJ1456+5702_223.9638227_57.0540757_5.png b/old_website/LDT_SN/20210506/SDSSJ1456+5702/SDSSJ1456+5702_223.9638227_57.0540757_5.png new file mode 100644 index 0000000..512aa0f Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1456+5702/SDSSJ1456+5702_223.9638227_57.0540757_5.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1456+5702/SDSSJ1456+5702_223.9666333_57.0449389_19.png b/old_website/LDT_SN/20210506/SDSSJ1456+5702/SDSSJ1456+5702_223.9666333_57.0449389_19.png new file mode 100644 index 0000000..dd8064d Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1456+5702/SDSSJ1456+5702_223.9666333_57.0449389_19.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1456+5702/SDSSJ1456+5702_223.9675974_57.0493545_11.png b/old_website/LDT_SN/20210506/SDSSJ1456+5702/SDSSJ1456+5702_223.9675974_57.0493545_11.png new file mode 100644 index 0000000..eaf7d52 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1456+5702/SDSSJ1456+5702_223.9675974_57.0493545_11.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1456+5702/SDSSJ1456+5702_223.9679415_57.0512203_10.png b/old_website/LDT_SN/20210506/SDSSJ1456+5702/SDSSJ1456+5702_223.9679415_57.0512203_10.png new file mode 100644 index 0000000..e596694 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1456+5702/SDSSJ1456+5702_223.9679415_57.0512203_10.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1456+5702/SDSSJ1456+5702_223.9742861_57.0474432_13.png b/old_website/LDT_SN/20210506/SDSSJ1456+5702/SDSSJ1456+5702_223.9742861_57.0474432_13.png new file mode 100644 index 0000000..783d15b Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1456+5702/SDSSJ1456+5702_223.9742861_57.0474432_13.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1456+5702/SDSSJ1456+5702_223.9834509_57.0469378_15.png b/old_website/LDT_SN/20210506/SDSSJ1456+5702/SDSSJ1456+5702_223.9834509_57.0469378_15.png new file mode 100644 index 0000000..e446f14 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1456+5702/SDSSJ1456+5702_223.9834509_57.0469378_15.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1456+5702/SDSSJ1456+5702_223.984607_57.0532164_7.png b/old_website/LDT_SN/20210506/SDSSJ1456+5702/SDSSJ1456+5702_223.984607_57.0532164_7.png new file mode 100644 index 0000000..f5456cd Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1456+5702/SDSSJ1456+5702_223.984607_57.0532164_7.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1456+5702/SDSSJ1456+5702_223.9883649_57.0481811_12.png b/old_website/LDT_SN/20210506/SDSSJ1456+5702/SDSSJ1456+5702_223.9883649_57.0481811_12.png new file mode 100644 index 0000000..7c1202b Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1456+5702/SDSSJ1456+5702_223.9883649_57.0481811_12.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1456+5702/SDSSJ1456+5702_223.9914823_57.0519095_9.png b/old_website/LDT_SN/20210506/SDSSJ1456+5702/SDSSJ1456+5702_223.9914823_57.0519095_9.png new file mode 100644 index 0000000..f2af00f Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1456+5702/SDSSJ1456+5702_223.9914823_57.0519095_9.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1456+5702/SDSSJ1456+5702_223.9933826_57.0549836_3.png b/old_website/LDT_SN/20210506/SDSSJ1456+5702/SDSSJ1456+5702_223.9933826_57.0549836_3.png new file mode 100644 index 0000000..7dd615e Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1456+5702/SDSSJ1456+5702_223.9933826_57.0549836_3.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1456+5702/SDSSJ1456+5702_223.9945355_57.0464415_16.png b/old_website/LDT_SN/20210506/SDSSJ1456+5702/SDSSJ1456+5702_223.9945355_57.0464415_16.png new file mode 100644 index 0000000..23fdb9a Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1456+5702/SDSSJ1456+5702_223.9945355_57.0464415_16.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1456+5702/SDSSJ1456+5702_223.9995868_57.0222955_0.png b/old_website/LDT_SN/20210506/SDSSJ1456+5702/SDSSJ1456+5702_223.9995868_57.0222955_0.png new file mode 100644 index 0000000..96212f3 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1456+5702/SDSSJ1456+5702_223.9995868_57.0222955_0.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1456+5702/SDSSJ1456+5702_224.000496_57.0546272_4.png b/old_website/LDT_SN/20210506/SDSSJ1456+5702/SDSSJ1456+5702_224.000496_57.0546272_4.png new file mode 100644 index 0000000..db34994 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1456+5702/SDSSJ1456+5702_224.000496_57.0546272_4.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1456+5702/SDSSJ1456+5702_224.0038671_57.054951_2.png b/old_website/LDT_SN/20210506/SDSSJ1456+5702/SDSSJ1456+5702_224.0038671_57.054951_2.png new file mode 100644 index 0000000..6adfb2c Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1456+5702/SDSSJ1456+5702_224.0038671_57.054951_2.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1456+5702/SDSSJ1456+5702_224.0039387_57.0465253_17.png b/old_website/LDT_SN/20210506/SDSSJ1456+5702/SDSSJ1456+5702_224.0039387_57.0465253_17.png new file mode 100644 index 0000000..d15b56d Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1456+5702/SDSSJ1456+5702_224.0039387_57.0465253_17.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1456+5702/SDSSJ1456+5702_224.0112201_57.0517209_8.png b/old_website/LDT_SN/20210506/SDSSJ1456+5702/SDSSJ1456+5702_224.0112201_57.0517209_8.png new file mode 100644 index 0000000..2287e5d Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1456+5702/SDSSJ1456+5702_224.0112201_57.0517209_8.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1456+5702/SDSSJ1456+5702_224.0169587_57.0572826_1.png b/old_website/LDT_SN/20210506/SDSSJ1456+5702/SDSSJ1456+5702_224.0169587_57.0572826_1.png new file mode 100644 index 0000000..0f5e598 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1456+5702/SDSSJ1456+5702_224.0169587_57.0572826_1.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1456+5702/SDSSJ1456+5702_224.0173203_57.0535303_6.png b/old_website/LDT_SN/20210506/SDSSJ1456+5702/SDSSJ1456+5702_224.0173203_57.0535303_6.png new file mode 100644 index 0000000..32baf2b Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1456+5702/SDSSJ1456+5702_224.0173203_57.0535303_6.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1456+5702/SDSSJ1456+5702_224.0189356_57.0461272_18.png b/old_website/LDT_SN/20210506/SDSSJ1456+5702/SDSSJ1456+5702_224.0189356_57.0461272_18.png new file mode 100644 index 0000000..891910c Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1456+5702/SDSSJ1456+5702_224.0189356_57.0461272_18.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1456+5702/SDSSJ1456+5702_224.0250752_57.0468018_14.png b/old_website/LDT_SN/20210506/SDSSJ1456+5702/SDSSJ1456+5702_224.0250752_57.0468018_14.png new file mode 100644 index 0000000..93d4318 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1456+5702/SDSSJ1456+5702_224.0250752_57.0468018_14.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1456+5702/SDSSJ1456+5702_full_image.png b/old_website/LDT_SN/20210506/SDSSJ1456+5702/SDSSJ1456+5702_full_image.png new file mode 100644 index 0000000..02bfff3 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1456+5702/SDSSJ1456+5702_full_image.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1503+3225/SDSSJ1503+3225.html b/old_website/LDT_SN/20210506/SDSSJ1503+3225/SDSSJ1503+3225.html new file mode 100644 index 0000000..2fa10c9 --- /dev/null +++ b/old_website/LDT_SN/20210506/SDSSJ1503+3225/SDSSJ1503+3225.html @@ -0,0 +1,12 @@ + + + + SDSSJ1503+3225 + + +

SDSSJ1503+3225

+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/20210506/SDSSJ1503+3225/SDSSJ1503+3225_full_image.png b/old_website/LDT_SN/20210506/SDSSJ1503+3225/SDSSJ1503+3225_full_image.png new file mode 100644 index 0000000..5a3a3e0 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1503+3225/SDSSJ1503+3225_full_image.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1525+3327/SDSSJ1525+3327.html b/old_website/LDT_SN/20210506/SDSSJ1525+3327/SDSSJ1525+3327.html new file mode 100644 index 0000000..da9b239 --- /dev/null +++ b/old_website/LDT_SN/20210506/SDSSJ1525+3327/SDSSJ1525+3327.html @@ -0,0 +1,51 @@ + + + + SDSSJ1525+3327 + + +

SDSSJ1525+3327

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/20210506/SDSSJ1525+3327/SDSSJ1525+3327_231.2631972_33.454685_10.png b/old_website/LDT_SN/20210506/SDSSJ1525+3327/SDSSJ1525+3327_231.2631972_33.454685_10.png new file mode 100644 index 0000000..f1d7c00 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1525+3327/SDSSJ1525+3327_231.2631972_33.454685_10.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1525+3327/SDSSJ1525+3327_231.2646341_33.4626437_6.png b/old_website/LDT_SN/20210506/SDSSJ1525+3327/SDSSJ1525+3327_231.2646341_33.4626437_6.png new file mode 100644 index 0000000..6a96ca6 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1525+3327/SDSSJ1525+3327_231.2646341_33.4626437_6.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1525+3327/SDSSJ1525+3327_231.2730373_33.456316_9.png b/old_website/LDT_SN/20210506/SDSSJ1525+3327/SDSSJ1525+3327_231.2730373_33.456316_9.png new file mode 100644 index 0000000..becef34 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1525+3327/SDSSJ1525+3327_231.2730373_33.456316_9.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1525+3327/SDSSJ1525+3327_231.2744095_33.474677_3.png b/old_website/LDT_SN/20210506/SDSSJ1525+3327/SDSSJ1525+3327_231.2744095_33.474677_3.png new file mode 100644 index 0000000..2b698b8 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1525+3327/SDSSJ1525+3327_231.2744095_33.474677_3.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1525+3327/SDSSJ1525+3327_231.2780544_33.4803793_0.png b/old_website/LDT_SN/20210506/SDSSJ1525+3327/SDSSJ1525+3327_231.2780544_33.4803793_0.png new file mode 100644 index 0000000..a2a1373 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1525+3327/SDSSJ1525+3327_231.2780544_33.4803793_0.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1525+3327/SDSSJ1525+3327_231.2797852_33.4783265_2.png b/old_website/LDT_SN/20210506/SDSSJ1525+3327/SDSSJ1525+3327_231.2797852_33.4783265_2.png new file mode 100644 index 0000000..c65f9a6 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1525+3327/SDSSJ1525+3327_231.2797852_33.4783265_2.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1525+3327/SDSSJ1525+3327_231.2808464_33.4423475_12.png b/old_website/LDT_SN/20210506/SDSSJ1525+3327/SDSSJ1525+3327_231.2808464_33.4423475_12.png new file mode 100644 index 0000000..f8dab6e Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1525+3327/SDSSJ1525+3327_231.2808464_33.4423475_12.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1525+3327/SDSSJ1525+3327_231.2830507_33.4803646_1.png b/old_website/LDT_SN/20210506/SDSSJ1525+3327/SDSSJ1525+3327_231.2830507_33.4803646_1.png new file mode 100644 index 0000000..d4a938c Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1525+3327/SDSSJ1525+3327_231.2830507_33.4803646_1.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1525+3327/SDSSJ1525+3327_231.2849839_33.4736212_4.png b/old_website/LDT_SN/20210506/SDSSJ1525+3327/SDSSJ1525+3327_231.2849839_33.4736212_4.png new file mode 100644 index 0000000..b6094d6 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1525+3327/SDSSJ1525+3327_231.2849839_33.4736212_4.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1525+3327/SDSSJ1525+3327_231.2930646_33.4625592_7.png b/old_website/LDT_SN/20210506/SDSSJ1525+3327/SDSSJ1525+3327_231.2930646_33.4625592_7.png new file mode 100644 index 0000000..0b125af Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1525+3327/SDSSJ1525+3327_231.2930646_33.4625592_7.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1525+3327/SDSSJ1525+3327_231.2940486_33.4605759_8.png b/old_website/LDT_SN/20210506/SDSSJ1525+3327/SDSSJ1525+3327_231.2940486_33.4605759_8.png new file mode 100644 index 0000000..3df7c03 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1525+3327/SDSSJ1525+3327_231.2940486_33.4605759_8.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1525+3327/SDSSJ1525+3327_231.3014098_33.4700634_5.png b/old_website/LDT_SN/20210506/SDSSJ1525+3327/SDSSJ1525+3327_231.3014098_33.4700634_5.png new file mode 100644 index 0000000..6e6f1dc Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1525+3327/SDSSJ1525+3327_231.3014098_33.4700634_5.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1525+3327/SDSSJ1525+3327_231.3027022_33.4500408_11.png b/old_website/LDT_SN/20210506/SDSSJ1525+3327/SDSSJ1525+3327_231.3027022_33.4500408_11.png new file mode 100644 index 0000000..5d74ca8 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1525+3327/SDSSJ1525+3327_231.3027022_33.4500408_11.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1525+3327/SDSSJ1525+3327_full_image.png b/old_website/LDT_SN/20210506/SDSSJ1525+3327/SDSSJ1525+3327_full_image.png new file mode 100644 index 0000000..1a8ee70 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1525+3327/SDSSJ1525+3327_full_image.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1531+3414/SDSSJ1531+3414.html b/old_website/LDT_SN/20210506/SDSSJ1531+3414/SDSSJ1531+3414.html new file mode 100644 index 0000000..342570e --- /dev/null +++ b/old_website/LDT_SN/20210506/SDSSJ1531+3414/SDSSJ1531+3414.html @@ -0,0 +1,12 @@ + + + + SDSSJ1531+3414 + + +

SDSSJ1531+3414

+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/20210506/SDSSJ1531+3414/SDSSJ1531+3414_full_image.png b/old_website/LDT_SN/20210506/SDSSJ1531+3414/SDSSJ1531+3414_full_image.png new file mode 100644 index 0000000..bfe8779 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1531+3414/SDSSJ1531+3414_full_image.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1537+6556/SDSSJ1537+6556.html b/old_website/LDT_SN/20210506/SDSSJ1537+6556/SDSSJ1537+6556.html new file mode 100644 index 0000000..4b8be0c --- /dev/null +++ b/old_website/LDT_SN/20210506/SDSSJ1537+6556/SDSSJ1537+6556.html @@ -0,0 +1,72 @@ + + + + SDSSJ1537+6556 + + +

SDSSJ1537+6556

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/20210506/SDSSJ1537+6556/SDSSJ1537+6556_234.2541283_65.9171557_18.png b/old_website/LDT_SN/20210506/SDSSJ1537+6556/SDSSJ1537+6556_234.2541283_65.9171557_18.png new file mode 100644 index 0000000..8a2c7a5 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1537+6556/SDSSJ1537+6556_234.2541283_65.9171557_18.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1537+6556/SDSSJ1537+6556_234.2571121_65.9171838_19.png b/old_website/LDT_SN/20210506/SDSSJ1537+6556/SDSSJ1537+6556_234.2571121_65.9171838_19.png new file mode 100644 index 0000000..56b2f79 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1537+6556/SDSSJ1537+6556_234.2571121_65.9171838_19.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1537+6556/SDSSJ1537+6556_234.2583812_65.9170137_15.png b/old_website/LDT_SN/20210506/SDSSJ1537+6556/SDSSJ1537+6556_234.2583812_65.9170137_15.png new file mode 100644 index 0000000..6151c62 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1537+6556/SDSSJ1537+6556_234.2583812_65.9170137_15.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1537+6556/SDSSJ1537+6556_234.2711843_65.9166789_2.png b/old_website/LDT_SN/20210506/SDSSJ1537+6556/SDSSJ1537+6556_234.2711843_65.9166789_2.png new file mode 100644 index 0000000..d7e4383 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1537+6556/SDSSJ1537+6556_234.2711843_65.9166789_2.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1537+6556/SDSSJ1537+6556_234.2721646_65.9168146_10.png b/old_website/LDT_SN/20210506/SDSSJ1537+6556/SDSSJ1537+6556_234.2721646_65.9168146_10.png new file mode 100644 index 0000000..9c6f9a3 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1537+6556/SDSSJ1537+6556_234.2721646_65.9168146_10.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1537+6556/SDSSJ1537+6556_234.275509_65.9170091_14.png b/old_website/LDT_SN/20210506/SDSSJ1537+6556/SDSSJ1537+6556_234.275509_65.9170091_14.png new file mode 100644 index 0000000..a473147 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1537+6556/SDSSJ1537+6556_234.275509_65.9170091_14.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1537+6556/SDSSJ1537+6556_234.2802607_65.916295_0.png b/old_website/LDT_SN/20210506/SDSSJ1537+6556/SDSSJ1537+6556_234.2802607_65.916295_0.png new file mode 100644 index 0000000..843b1bc Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1537+6556/SDSSJ1537+6556_234.2802607_65.916295_0.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1537+6556/SDSSJ1537+6556_234.2860751_65.9167338_6.png b/old_website/LDT_SN/20210506/SDSSJ1537+6556/SDSSJ1537+6556_234.2860751_65.9167338_6.png new file mode 100644 index 0000000..42c24a0 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1537+6556/SDSSJ1537+6556_234.2860751_65.9167338_6.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1537+6556/SDSSJ1537+6556_234.2956119_65.9171323_17.png b/old_website/LDT_SN/20210506/SDSSJ1537+6556/SDSSJ1537+6556_234.2956119_65.9171323_17.png new file mode 100644 index 0000000..f9b6d22 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1537+6556/SDSSJ1537+6556_234.2956119_65.9171323_17.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1537+6556/SDSSJ1537+6556_234.306176_65.9167832_8.png b/old_website/LDT_SN/20210506/SDSSJ1537+6556/SDSSJ1537+6556_234.306176_65.9167832_8.png new file mode 100644 index 0000000..32e896b Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1537+6556/SDSSJ1537+6556_234.306176_65.9167832_8.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1537+6556/SDSSJ1537+6556_234.3078104_65.9167829_7.png b/old_website/LDT_SN/20210506/SDSSJ1537+6556/SDSSJ1537+6556_234.3078104_65.9167829_7.png new file mode 100644 index 0000000..3753711 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1537+6556/SDSSJ1537+6556_234.3078104_65.9167829_7.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1537+6556/SDSSJ1537+6556_234.310235_65.9168816_13.png b/old_website/LDT_SN/20210506/SDSSJ1537+6556/SDSSJ1537+6556_234.310235_65.9168816_13.png new file mode 100644 index 0000000..8af2ed0 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1537+6556/SDSSJ1537+6556_234.310235_65.9168816_13.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1537+6556/SDSSJ1537+6556_234.3179278_65.9167035_5.png b/old_website/LDT_SN/20210506/SDSSJ1537+6556/SDSSJ1537+6556_234.3179278_65.9167035_5.png new file mode 100644 index 0000000..a119ee3 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1537+6556/SDSSJ1537+6556_234.3179278_65.9167035_5.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1537+6556/SDSSJ1537+6556_234.320778_65.9168291_9.png b/old_website/LDT_SN/20210506/SDSSJ1537+6556/SDSSJ1537+6556_234.320778_65.9168291_9.png new file mode 100644 index 0000000..b87879d Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1537+6556/SDSSJ1537+6556_234.320778_65.9168291_9.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1537+6556/SDSSJ1537+6556_234.323267_65.9168174_12.png b/old_website/LDT_SN/20210506/SDSSJ1537+6556/SDSSJ1537+6556_234.323267_65.9168174_12.png new file mode 100644 index 0000000..81f33eb Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1537+6556/SDSSJ1537+6556_234.323267_65.9168174_12.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1537+6556/SDSSJ1537+6556_234.3251589_65.9167022_4.png b/old_website/LDT_SN/20210506/SDSSJ1537+6556/SDSSJ1537+6556_234.3251589_65.9167022_4.png new file mode 100644 index 0000000..ceaeef7 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1537+6556/SDSSJ1537+6556_234.3251589_65.9167022_4.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1537+6556/SDSSJ1537+6556_234.330127_65.9170709_16.png b/old_website/LDT_SN/20210506/SDSSJ1537+6556/SDSSJ1537+6556_234.330127_65.9170709_16.png new file mode 100644 index 0000000..36aadbb Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1537+6556/SDSSJ1537+6556_234.330127_65.9170709_16.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1537+6556/SDSSJ1537+6556_234.33135_65.9168008_11.png b/old_website/LDT_SN/20210506/SDSSJ1537+6556/SDSSJ1537+6556_234.33135_65.9168008_11.png new file mode 100644 index 0000000..4d81a1b Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1537+6556/SDSSJ1537+6556_234.33135_65.9168008_11.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1537+6556/SDSSJ1537+6556_234.3325977_65.9166971_3.png b/old_website/LDT_SN/20210506/SDSSJ1537+6556/SDSSJ1537+6556_234.3325977_65.9166971_3.png new file mode 100644 index 0000000..7c31165 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1537+6556/SDSSJ1537+6556_234.3325977_65.9166971_3.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1537+6556/SDSSJ1537+6556_234.3387383_65.9165545_1.png b/old_website/LDT_SN/20210506/SDSSJ1537+6556/SDSSJ1537+6556_234.3387383_65.9165545_1.png new file mode 100644 index 0000000..b2422d8 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1537+6556/SDSSJ1537+6556_234.3387383_65.9165545_1.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1537+6556/SDSSJ1537+6556_full_image.png b/old_website/LDT_SN/20210506/SDSSJ1537+6556/SDSSJ1537+6556_full_image.png new file mode 100644 index 0000000..f7702a4 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1537+6556/SDSSJ1537+6556_full_image.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1538+5817/SDSSJ1538+5817.html b/old_website/LDT_SN/20210506/SDSSJ1538+5817/SDSSJ1538+5817.html new file mode 100644 index 0000000..b4a14db --- /dev/null +++ b/old_website/LDT_SN/20210506/SDSSJ1538+5817/SDSSJ1538+5817.html @@ -0,0 +1,39 @@ + + + + SDSSJ1538+5817 + + +

SDSSJ1538+5817

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/20210506/SDSSJ1538+5817/SDSSJ1538+5817_234.5124815_58.2941519_3.png b/old_website/LDT_SN/20210506/SDSSJ1538+5817/SDSSJ1538+5817_234.5124815_58.2941519_3.png new file mode 100644 index 0000000..e7e19bc Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1538+5817/SDSSJ1538+5817_234.5124815_58.2941519_3.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1538+5817/SDSSJ1538+5817_234.5166794_58.2732016_8.png b/old_website/LDT_SN/20210506/SDSSJ1538+5817/SDSSJ1538+5817_234.5166794_58.2732016_8.png new file mode 100644 index 0000000..b1b47e8 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1538+5817/SDSSJ1538+5817_234.5166794_58.2732016_8.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1538+5817/SDSSJ1538+5817_234.5316018_58.2997268_2.png b/old_website/LDT_SN/20210506/SDSSJ1538+5817/SDSSJ1538+5817_234.5316018_58.2997268_2.png new file mode 100644 index 0000000..c1e25f6 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1538+5817/SDSSJ1538+5817_234.5316018_58.2997268_2.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1538+5817/SDSSJ1538+5817_234.535762_58.2783738_7.png b/old_website/LDT_SN/20210506/SDSSJ1538+5817/SDSSJ1538+5817_234.535762_58.2783738_7.png new file mode 100644 index 0000000..f2b6009 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1538+5817/SDSSJ1538+5817_234.535762_58.2783738_7.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1538+5817/SDSSJ1538+5817_234.5411058_58.2910314_4.png b/old_website/LDT_SN/20210506/SDSSJ1538+5817/SDSSJ1538+5817_234.5411058_58.2910314_4.png new file mode 100644 index 0000000..984c47e Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1538+5817/SDSSJ1538+5817_234.5411058_58.2910314_4.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1538+5817/SDSSJ1538+5817_234.5475471_58.3021371_1.png b/old_website/LDT_SN/20210506/SDSSJ1538+5817/SDSSJ1538+5817_234.5475471_58.3021371_1.png new file mode 100644 index 0000000..116a37b Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1538+5817/SDSSJ1538+5817_234.5475471_58.3021371_1.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1538+5817/SDSSJ1538+5817_234.5480299_58.2791671_6.png b/old_website/LDT_SN/20210506/SDSSJ1538+5817/SDSSJ1538+5817_234.5480299_58.2791671_6.png new file mode 100644 index 0000000..34c88a8 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1538+5817/SDSSJ1538+5817_234.5480299_58.2791671_6.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1538+5817/SDSSJ1538+5817_234.559323_58.3080887_0.png b/old_website/LDT_SN/20210506/SDSSJ1538+5817/SDSSJ1538+5817_234.559323_58.3080887_0.png new file mode 100644 index 0000000..7b909b2 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1538+5817/SDSSJ1538+5817_234.559323_58.3080887_0.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1538+5817/SDSSJ1538+5817_234.5612324_58.2827029_5.png b/old_website/LDT_SN/20210506/SDSSJ1538+5817/SDSSJ1538+5817_234.5612324_58.2827029_5.png new file mode 100644 index 0000000..12155d3 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1538+5817/SDSSJ1538+5817_234.5612324_58.2827029_5.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1538+5817/SDSSJ1538+5817_full_image.png b/old_website/LDT_SN/20210506/SDSSJ1538+5817/SDSSJ1538+5817_full_image.png new file mode 100644 index 0000000..1534698 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1538+5817/SDSSJ1538+5817_full_image.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1541+1812/SDSSJ1541+1812.html b/old_website/LDT_SN/20210506/SDSSJ1541+1812/SDSSJ1541+1812.html new file mode 100644 index 0000000..2808075 --- /dev/null +++ b/old_website/LDT_SN/20210506/SDSSJ1541+1812/SDSSJ1541+1812.html @@ -0,0 +1,39 @@ + + + + SDSSJ1541+1812 + + +

SDSSJ1541+1812

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/20210506/SDSSJ1541+1812/SDSSJ1541+1812_235.3030416_18.1924466_7.png b/old_website/LDT_SN/20210506/SDSSJ1541+1812/SDSSJ1541+1812_235.3030416_18.1924466_7.png new file mode 100644 index 0000000..2f232b4 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1541+1812/SDSSJ1541+1812_235.3030416_18.1924466_7.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1541+1812/SDSSJ1541+1812_235.3100023_18.207552_3.png b/old_website/LDT_SN/20210506/SDSSJ1541+1812/SDSSJ1541+1812_235.3100023_18.207552_3.png new file mode 100644 index 0000000..0715b19 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1541+1812/SDSSJ1541+1812_235.3100023_18.207552_3.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1541+1812/SDSSJ1541+1812_235.3159703_18.2165199_0.png b/old_website/LDT_SN/20210506/SDSSJ1541+1812/SDSSJ1541+1812_235.3159703_18.2165199_0.png new file mode 100644 index 0000000..f223fc0 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1541+1812/SDSSJ1541+1812_235.3159703_18.2165199_0.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1541+1812/SDSSJ1541+1812_235.3177183_18.2058077_4.png b/old_website/LDT_SN/20210506/SDSSJ1541+1812/SDSSJ1541+1812_235.3177183_18.2058077_4.png new file mode 100644 index 0000000..b985c23 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1541+1812/SDSSJ1541+1812_235.3177183_18.2058077_4.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1541+1812/SDSSJ1541+1812_235.3211784_18.2081444_2.png b/old_website/LDT_SN/20210506/SDSSJ1541+1812/SDSSJ1541+1812_235.3211784_18.2081444_2.png new file mode 100644 index 0000000..d81e720 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1541+1812/SDSSJ1541+1812_235.3211784_18.2081444_2.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1541+1812/SDSSJ1541+1812_235.3240847_18.2033211_6.png b/old_website/LDT_SN/20210506/SDSSJ1541+1812/SDSSJ1541+1812_235.3240847_18.2033211_6.png new file mode 100644 index 0000000..b77f806 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1541+1812/SDSSJ1541+1812_235.3240847_18.2033211_6.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1541+1812/SDSSJ1541+1812_235.3411094_18.189844_8.png b/old_website/LDT_SN/20210506/SDSSJ1541+1812/SDSSJ1541+1812_235.3411094_18.189844_8.png new file mode 100644 index 0000000..c00c854 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1541+1812/SDSSJ1541+1812_235.3411094_18.189844_8.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1541+1812/SDSSJ1541+1812_235.3493774_18.2039523_5.png b/old_website/LDT_SN/20210506/SDSSJ1541+1812/SDSSJ1541+1812_235.3493774_18.2039523_5.png new file mode 100644 index 0000000..54c7e58 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1541+1812/SDSSJ1541+1812_235.3493774_18.2039523_5.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1541+1812/SDSSJ1541+1812_235.3503836_18.2086867_1.png b/old_website/LDT_SN/20210506/SDSSJ1541+1812/SDSSJ1541+1812_235.3503836_18.2086867_1.png new file mode 100644 index 0000000..2a1a33f Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1541+1812/SDSSJ1541+1812_235.3503836_18.2086867_1.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1541+1812/SDSSJ1541+1812_full_image.png b/old_website/LDT_SN/20210506/SDSSJ1541+1812/SDSSJ1541+1812_full_image.png new file mode 100644 index 0000000..e4e6962 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1541+1812/SDSSJ1541+1812_full_image.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1542+1629/SDSSJ1542+1629.html b/old_website/LDT_SN/20210506/SDSSJ1542+1629/SDSSJ1542+1629.html new file mode 100644 index 0000000..d2a34ea --- /dev/null +++ b/old_website/LDT_SN/20210506/SDSSJ1542+1629/SDSSJ1542+1629.html @@ -0,0 +1,63 @@ + + + + SDSSJ1542+1629 + + +

SDSSJ1542+1629

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/20210506/SDSSJ1542+1629/SDSSJ1542+1629_235.6731825_16.5157456_2.png b/old_website/LDT_SN/20210506/SDSSJ1542+1629/SDSSJ1542+1629_235.6731825_16.5157456_2.png new file mode 100644 index 0000000..8f1b9df Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1542+1629/SDSSJ1542+1629_235.6731825_16.5157456_2.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1542+1629/SDSSJ1542+1629_235.6737186_16.5113313_6.png b/old_website/LDT_SN/20210506/SDSSJ1542+1629/SDSSJ1542+1629_235.6737186_16.5113313_6.png new file mode 100644 index 0000000..4046eeb Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1542+1629/SDSSJ1542+1629_235.6737186_16.5113313_6.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1542+1629/SDSSJ1542+1629_235.6779211_16.5040808_10.png b/old_website/LDT_SN/20210506/SDSSJ1542+1629/SDSSJ1542+1629_235.6779211_16.5040808_10.png new file mode 100644 index 0000000..219244e Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1542+1629/SDSSJ1542+1629_235.6779211_16.5040808_10.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1542+1629/SDSSJ1542+1629_235.6798481_16.5027861_11.png b/old_website/LDT_SN/20210506/SDSSJ1542+1629/SDSSJ1542+1629_235.6798481_16.5027861_11.png new file mode 100644 index 0000000..d856982 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1542+1629/SDSSJ1542+1629_235.6798481_16.5027861_11.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1542+1629/SDSSJ1542+1629_235.6810894_16.5042726_9.png b/old_website/LDT_SN/20210506/SDSSJ1542+1629/SDSSJ1542+1629_235.6810894_16.5042726_9.png new file mode 100644 index 0000000..dc2b8fc Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1542+1629/SDSSJ1542+1629_235.6810894_16.5042726_9.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1542+1629/SDSSJ1542+1629_235.6857681_16.5141767_3.png b/old_website/LDT_SN/20210506/SDSSJ1542+1629/SDSSJ1542+1629_235.6857681_16.5141767_3.png new file mode 100644 index 0000000..e82e4cc Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1542+1629/SDSSJ1542+1629_235.6857681_16.5141767_3.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1542+1629/SDSSJ1542+1629_235.6898293_16.4912641_13.png b/old_website/LDT_SN/20210506/SDSSJ1542+1629/SDSSJ1542+1629_235.6898293_16.4912641_13.png new file mode 100644 index 0000000..d019c6e Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1542+1629/SDSSJ1542+1629_235.6898293_16.4912641_13.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1542+1629/SDSSJ1542+1629_235.6944818_16.489879_15.png b/old_website/LDT_SN/20210506/SDSSJ1542+1629/SDSSJ1542+1629_235.6944818_16.489879_15.png new file mode 100644 index 0000000..fac1133 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1542+1629/SDSSJ1542+1629_235.6944818_16.489879_15.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1542+1629/SDSSJ1542+1629_235.6947893_16.4960587_12.png b/old_website/LDT_SN/20210506/SDSSJ1542+1629/SDSSJ1542+1629_235.6947893_16.4960587_12.png new file mode 100644 index 0000000..f9aaa0a Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1542+1629/SDSSJ1542+1629_235.6947893_16.4960587_12.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1542+1629/SDSSJ1542+1629_235.6960057_16.5191445_0.png b/old_website/LDT_SN/20210506/SDSSJ1542+1629/SDSSJ1542+1629_235.6960057_16.5191445_0.png new file mode 100644 index 0000000..cb7192f Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1542+1629/SDSSJ1542+1629_235.6960057_16.5191445_0.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1542+1629/SDSSJ1542+1629_235.6987992_16.5183504_1.png b/old_website/LDT_SN/20210506/SDSSJ1542+1629/SDSSJ1542+1629_235.6987992_16.5183504_1.png new file mode 100644 index 0000000..f82a650 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1542+1629/SDSSJ1542+1629_235.6987992_16.5183504_1.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1542+1629/SDSSJ1542+1629_235.6994332_16.5119726_5.png b/old_website/LDT_SN/20210506/SDSSJ1542+1629/SDSSJ1542+1629_235.6994332_16.5119726_5.png new file mode 100644 index 0000000..df499ac Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1542+1629/SDSSJ1542+1629_235.6994332_16.5119726_5.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1542+1629/SDSSJ1542+1629_235.7035736_16.5051915_8.png b/old_website/LDT_SN/20210506/SDSSJ1542+1629/SDSSJ1542+1629_235.7035736_16.5051915_8.png new file mode 100644 index 0000000..fd1c19f Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1542+1629/SDSSJ1542+1629_235.7035736_16.5051915_8.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1542+1629/SDSSJ1542+1629_235.7038297_16.5090258_7.png b/old_website/LDT_SN/20210506/SDSSJ1542+1629/SDSSJ1542+1629_235.7038297_16.5090258_7.png new file mode 100644 index 0000000..2a375f8 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1542+1629/SDSSJ1542+1629_235.7038297_16.5090258_7.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1542+1629/SDSSJ1542+1629_235.704858_16.4868962_16.png b/old_website/LDT_SN/20210506/SDSSJ1542+1629/SDSSJ1542+1629_235.704858_16.4868962_16.png new file mode 100644 index 0000000..8cda4cc Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1542+1629/SDSSJ1542+1629_235.704858_16.4868962_16.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1542+1629/SDSSJ1542+1629_235.7081234_16.5120152_4.png b/old_website/LDT_SN/20210506/SDSSJ1542+1629/SDSSJ1542+1629_235.7081234_16.5120152_4.png new file mode 100644 index 0000000..cdd54bb Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1542+1629/SDSSJ1542+1629_235.7081234_16.5120152_4.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1542+1629/SDSSJ1542+1629_235.7162454_16.4903284_14.png b/old_website/LDT_SN/20210506/SDSSJ1542+1629/SDSSJ1542+1629_235.7162454_16.4903284_14.png new file mode 100644 index 0000000..aec40a7 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1542+1629/SDSSJ1542+1629_235.7162454_16.4903284_14.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1542+1629/SDSSJ1542+1629_full_image.png b/old_website/LDT_SN/20210506/SDSSJ1542+1629/SDSSJ1542+1629_full_image.png new file mode 100644 index 0000000..3673d9e Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1542+1629/SDSSJ1542+1629_full_image.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1614+4522/SDSSJ1614+4522.html b/old_website/LDT_SN/20210506/SDSSJ1614+4522/SDSSJ1614+4522.html new file mode 100644 index 0000000..53ab5a5 --- /dev/null +++ b/old_website/LDT_SN/20210506/SDSSJ1614+4522/SDSSJ1614+4522.html @@ -0,0 +1,72 @@ + + + + SDSSJ1614+4522 + + +

SDSSJ1614+4522

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/20210506/SDSSJ1614+4522/SDSSJ1614+4522_243.62299_45.3814432_14.png b/old_website/LDT_SN/20210506/SDSSJ1614+4522/SDSSJ1614+4522_243.62299_45.3814432_14.png new file mode 100644 index 0000000..00f6a3b Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1614+4522/SDSSJ1614+4522_243.62299_45.3814432_14.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1614+4522/SDSSJ1614+4522_243.6253937_45.3888973_9.png b/old_website/LDT_SN/20210506/SDSSJ1614+4522/SDSSJ1614+4522_243.6253937_45.3888973_9.png new file mode 100644 index 0000000..2d59eec Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1614+4522/SDSSJ1614+4522_243.6253937_45.3888973_9.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1614+4522/SDSSJ1614+4522_243.6258568_45.3866449_10.png b/old_website/LDT_SN/20210506/SDSSJ1614+4522/SDSSJ1614+4522_243.6258568_45.3866449_10.png new file mode 100644 index 0000000..bca7e60 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1614+4522/SDSSJ1614+4522_243.6258568_45.3866449_10.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1614+4522/SDSSJ1614+4522_243.6268698_45.4004843_1.png b/old_website/LDT_SN/20210506/SDSSJ1614+4522/SDSSJ1614+4522_243.6268698_45.4004843_1.png new file mode 100644 index 0000000..f0815e9 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1614+4522/SDSSJ1614+4522_243.6268698_45.4004843_1.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1614+4522/SDSSJ1614+4522_243.6287736_45.3836682_12.png b/old_website/LDT_SN/20210506/SDSSJ1614+4522/SDSSJ1614+4522_243.6287736_45.3836682_12.png new file mode 100644 index 0000000..8c42b26 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1614+4522/SDSSJ1614+4522_243.6287736_45.3836682_12.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1614+4522/SDSSJ1614+4522_243.6295941_45.3833041_13.png b/old_website/LDT_SN/20210506/SDSSJ1614+4522/SDSSJ1614+4522_243.6295941_45.3833041_13.png new file mode 100644 index 0000000..983d782 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1614+4522/SDSSJ1614+4522_243.6295941_45.3833041_13.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1614+4522/SDSSJ1614+4522_243.6314307_45.3980979_3.png b/old_website/LDT_SN/20210506/SDSSJ1614+4522/SDSSJ1614+4522_243.6314307_45.3980979_3.png new file mode 100644 index 0000000..7ab8f4b Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1614+4522/SDSSJ1614+4522_243.6314307_45.3980979_3.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1614+4522/SDSSJ1614+4522_243.6355892_45.3851189_11.png b/old_website/LDT_SN/20210506/SDSSJ1614+4522/SDSSJ1614+4522_243.6355892_45.3851189_11.png new file mode 100644 index 0000000..71674cd Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1614+4522/SDSSJ1614+4522_243.6355892_45.3851189_11.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1614+4522/SDSSJ1614+4522_243.636015_45.3786031_16.png b/old_website/LDT_SN/20210506/SDSSJ1614+4522/SDSSJ1614+4522_243.636015_45.3786031_16.png new file mode 100644 index 0000000..1d4ce49 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1614+4522/SDSSJ1614+4522_243.636015_45.3786031_16.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1614+4522/SDSSJ1614+4522_243.6526863_45.3748508_17.png b/old_website/LDT_SN/20210506/SDSSJ1614+4522/SDSSJ1614+4522_243.6526863_45.3748508_17.png new file mode 100644 index 0000000..87ecad4 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1614+4522/SDSSJ1614+4522_243.6526863_45.3748508_17.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1614+4522/SDSSJ1614+4522_243.6550321_45.3903203_7.png b/old_website/LDT_SN/20210506/SDSSJ1614+4522/SDSSJ1614+4522_243.6550321_45.3903203_7.png new file mode 100644 index 0000000..bffe464 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1614+4522/SDSSJ1614+4522_243.6550321_45.3903203_7.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1614+4522/SDSSJ1614+4522_243.6552872_45.3925863_6.png b/old_website/LDT_SN/20210506/SDSSJ1614+4522/SDSSJ1614+4522_243.6552872_45.3925863_6.png new file mode 100644 index 0000000..d7e6a59 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1614+4522/SDSSJ1614+4522_243.6552872_45.3925863_6.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1614+4522/SDSSJ1614+4522_243.6568124_45.3647071_18.png b/old_website/LDT_SN/20210506/SDSSJ1614+4522/SDSSJ1614+4522_243.6568124_45.3647071_18.png new file mode 100644 index 0000000..bf7eec6 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1614+4522/SDSSJ1614+4522_243.6568124_45.3647071_18.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1614+4522/SDSSJ1614+4522_243.6571253_45.3815595_15.png b/old_website/LDT_SN/20210506/SDSSJ1614+4522/SDSSJ1614+4522_243.6571253_45.3815595_15.png new file mode 100644 index 0000000..cc3f6b8 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1614+4522/SDSSJ1614+4522_243.6571253_45.3815595_15.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1614+4522/SDSSJ1614+4522_243.6598852_45.3889926_8.png b/old_website/LDT_SN/20210506/SDSSJ1614+4522/SDSSJ1614+4522_243.6598852_45.3889926_8.png new file mode 100644 index 0000000..3204796 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1614+4522/SDSSJ1614+4522_243.6598852_45.3889926_8.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1614+4522/SDSSJ1614+4522_243.6608265_45.3997223_2.png b/old_website/LDT_SN/20210506/SDSSJ1614+4522/SDSSJ1614+4522_243.6608265_45.3997223_2.png new file mode 100644 index 0000000..b05c5cc Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1614+4522/SDSSJ1614+4522_243.6608265_45.3997223_2.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1614+4522/SDSSJ1614+4522_243.6640682_45.3959317_5.png b/old_website/LDT_SN/20210506/SDSSJ1614+4522/SDSSJ1614+4522_243.6640682_45.3959317_5.png new file mode 100644 index 0000000..cd47f57 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1614+4522/SDSSJ1614+4522_243.6640682_45.3959317_5.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1614+4522/SDSSJ1614+4522_243.6645703_45.3961458_4.png b/old_website/LDT_SN/20210506/SDSSJ1614+4522/SDSSJ1614+4522_243.6645703_45.3961458_4.png new file mode 100644 index 0000000..cbd0298 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1614+4522/SDSSJ1614+4522_243.6645703_45.3961458_4.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1614+4522/SDSSJ1614+4522_243.6666315_45.3633102_19.png b/old_website/LDT_SN/20210506/SDSSJ1614+4522/SDSSJ1614+4522_243.6666315_45.3633102_19.png new file mode 100644 index 0000000..bf0f6fb Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1614+4522/SDSSJ1614+4522_243.6666315_45.3633102_19.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1614+4522/SDSSJ1614+4522_243.6743942_45.4030631_0.png b/old_website/LDT_SN/20210506/SDSSJ1614+4522/SDSSJ1614+4522_243.6743942_45.4030631_0.png new file mode 100644 index 0000000..f7ff5f7 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1614+4522/SDSSJ1614+4522_243.6743942_45.4030631_0.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1614+4522/SDSSJ1614+4522_full_image.png b/old_website/LDT_SN/20210506/SDSSJ1614+4522/SDSSJ1614+4522_full_image.png new file mode 100644 index 0000000..15853d7 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1614+4522/SDSSJ1614+4522_full_image.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1618+4353/SDSSJ1618+4353.html b/old_website/LDT_SN/20210506/SDSSJ1618+4353/SDSSJ1618+4353.html new file mode 100644 index 0000000..39b5835 --- /dev/null +++ b/old_website/LDT_SN/20210506/SDSSJ1618+4353/SDSSJ1618+4353.html @@ -0,0 +1,39 @@ + + + + SDSSJ1618+4353 + + +

SDSSJ1618+4353

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/20210506/SDSSJ1618+4353/SDSSJ1618+4353_244.6606832_43.9148226_7.png b/old_website/LDT_SN/20210506/SDSSJ1618+4353/SDSSJ1618+4353_244.6606832_43.9148226_7.png new file mode 100644 index 0000000..b1dce91 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1618+4353/SDSSJ1618+4353_244.6606832_43.9148226_7.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1618+4353/SDSSJ1618+4353_244.6683531_43.8840192_5.png b/old_website/LDT_SN/20210506/SDSSJ1618+4353/SDSSJ1618+4353_244.6683531_43.8840192_5.png new file mode 100644 index 0000000..5d629cf Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1618+4353/SDSSJ1618+4353_244.6683531_43.8840192_5.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1618+4353/SDSSJ1618+4353_244.6737949_43.9060837_1.png b/old_website/LDT_SN/20210506/SDSSJ1618+4353/SDSSJ1618+4353_244.6737949_43.9060837_1.png new file mode 100644 index 0000000..e1b94a1 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1618+4353/SDSSJ1618+4353_244.6737949_43.9060837_1.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1618+4353/SDSSJ1618+4353_244.6750321_43.8842913_4.png b/old_website/LDT_SN/20210506/SDSSJ1618+4353/SDSSJ1618+4353_244.6750321_43.8842913_4.png new file mode 100644 index 0000000..f6ab052 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1618+4353/SDSSJ1618+4353_244.6750321_43.8842913_4.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1618+4353/SDSSJ1618+4353_244.6796483_43.8905333_3.png b/old_website/LDT_SN/20210506/SDSSJ1618+4353/SDSSJ1618+4353_244.6796483_43.8905333_3.png new file mode 100644 index 0000000..39ae106 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1618+4353/SDSSJ1618+4353_244.6796483_43.8905333_3.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1618+4353/SDSSJ1618+4353_244.6802192_43.8910956_2.png b/old_website/LDT_SN/20210506/SDSSJ1618+4353/SDSSJ1618+4353_244.6802192_43.8910956_2.png new file mode 100644 index 0000000..8d8958b Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1618+4353/SDSSJ1618+4353_244.6802192_43.8910956_2.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1618+4353/SDSSJ1618+4353_244.68072_43.9132797_0.png b/old_website/LDT_SN/20210506/SDSSJ1618+4353/SDSSJ1618+4353_244.68072_43.9132797_0.png new file mode 100644 index 0000000..f457736 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1618+4353/SDSSJ1618+4353_244.68072_43.9132797_0.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1618+4353/SDSSJ1618+4353_244.6809903_43.8718345_8.png b/old_website/LDT_SN/20210506/SDSSJ1618+4353/SDSSJ1618+4353_244.6809903_43.8718345_8.png new file mode 100644 index 0000000..6371a29 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1618+4353/SDSSJ1618+4353_244.6809903_43.8718345_8.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1618+4353/SDSSJ1618+4353_244.695842_43.8789466_6.png b/old_website/LDT_SN/20210506/SDSSJ1618+4353/SDSSJ1618+4353_244.695842_43.8789466_6.png new file mode 100644 index 0000000..7f05b29 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1618+4353/SDSSJ1618+4353_244.695842_43.8789466_6.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1618+4353/SDSSJ1618+4353_full_image.png b/old_website/LDT_SN/20210506/SDSSJ1618+4353/SDSSJ1618+4353_full_image.png new file mode 100644 index 0000000..5c95d68 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1618+4353/SDSSJ1618+4353_full_image.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1621+3931/SDSSJ1621+3931.html b/old_website/LDT_SN/20210506/SDSSJ1621+3931/SDSSJ1621+3931.html new file mode 100644 index 0000000..8fcad29 --- /dev/null +++ b/old_website/LDT_SN/20210506/SDSSJ1621+3931/SDSSJ1621+3931.html @@ -0,0 +1,36 @@ + + + + SDSSJ1621+3931 + + +

SDSSJ1621+3931

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/20210506/SDSSJ1621+3931/SDSSJ1621+3931_245.3650556_39.5448332_1.png b/old_website/LDT_SN/20210506/SDSSJ1621+3931/SDSSJ1621+3931_245.3650556_39.5448332_1.png new file mode 100644 index 0000000..113c1b2 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1621+3931/SDSSJ1621+3931_245.3650556_39.5448332_1.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1621+3931/SDSSJ1621+3931_245.3653116_39.5457715_0.png b/old_website/LDT_SN/20210506/SDSSJ1621+3931/SDSSJ1621+3931_245.3653116_39.5457715_0.png new file mode 100644 index 0000000..5683a23 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1621+3931/SDSSJ1621+3931_245.3653116_39.5457715_0.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1621+3931/SDSSJ1621+3931_245.3693434_39.5108886_6.png b/old_website/LDT_SN/20210506/SDSSJ1621+3931/SDSSJ1621+3931_245.3693434_39.5108886_6.png new file mode 100644 index 0000000..7e4139f Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1621+3931/SDSSJ1621+3931_245.3693434_39.5108886_6.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1621+3931/SDSSJ1621+3931_245.3771886_39.5517916_7.png b/old_website/LDT_SN/20210506/SDSSJ1621+3931/SDSSJ1621+3931_245.3771886_39.5517916_7.png new file mode 100644 index 0000000..058e13f Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1621+3931/SDSSJ1621+3931_245.3771886_39.5517916_7.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1621+3931/SDSSJ1621+3931_245.3827823_39.5126458_5.png b/old_website/LDT_SN/20210506/SDSSJ1621+3931/SDSSJ1621+3931_245.3827823_39.5126458_5.png new file mode 100644 index 0000000..9093f4f Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1621+3931/SDSSJ1621+3931_245.3827823_39.5126458_5.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1621+3931/SDSSJ1621+3931_245.3836862_39.522521_3.png b/old_website/LDT_SN/20210506/SDSSJ1621+3931/SDSSJ1621+3931_245.3836862_39.522521_3.png new file mode 100644 index 0000000..2eb3844 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1621+3931/SDSSJ1621+3931_245.3836862_39.522521_3.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1621+3931/SDSSJ1621+3931_245.3975578_39.535555_2.png b/old_website/LDT_SN/20210506/SDSSJ1621+3931/SDSSJ1621+3931_245.3975578_39.535555_2.png new file mode 100644 index 0000000..91a010c Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1621+3931/SDSSJ1621+3931_245.3975578_39.535555_2.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1621+3931/SDSSJ1621+3931_245.4160324_39.5189949_4.png b/old_website/LDT_SN/20210506/SDSSJ1621+3931/SDSSJ1621+3931_245.4160324_39.5189949_4.png new file mode 100644 index 0000000..85ef404 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1621+3931/SDSSJ1621+3931_245.4160324_39.5189949_4.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1621+3931/SDSSJ1621+3931_full_image.png b/old_website/LDT_SN/20210506/SDSSJ1621+3931/SDSSJ1621+3931_full_image.png new file mode 100644 index 0000000..a725710 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1621+3931/SDSSJ1621+3931_full_image.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1630+4520/SDSSJ1630+4520.html b/old_website/LDT_SN/20210506/SDSSJ1630+4520/SDSSJ1630+4520.html new file mode 100644 index 0000000..7d59164 --- /dev/null +++ b/old_website/LDT_SN/20210506/SDSSJ1630+4520/SDSSJ1630+4520.html @@ -0,0 +1,51 @@ + + + + SDSSJ1630+4520 + + +

SDSSJ1630+4520

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/20210506/SDSSJ1630+4520/SDSSJ1630+4520_247.585001_45.3355954_6.png b/old_website/LDT_SN/20210506/SDSSJ1630+4520/SDSSJ1630+4520_247.585001_45.3355954_6.png new file mode 100644 index 0000000..92734bf Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1630+4520/SDSSJ1630+4520_247.585001_45.3355954_6.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1630+4520/SDSSJ1630+4520_247.5855536_45.3377568_4.png b/old_website/LDT_SN/20210506/SDSSJ1630+4520/SDSSJ1630+4520_247.5855536_45.3377568_4.png new file mode 100644 index 0000000..a1b5661 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1630+4520/SDSSJ1630+4520_247.5855536_45.3377568_4.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1630+4520/SDSSJ1630+4520_247.591405_45.335812_7.png b/old_website/LDT_SN/20210506/SDSSJ1630+4520/SDSSJ1630+4520_247.591405_45.335812_7.png new file mode 100644 index 0000000..2bf93aa Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1630+4520/SDSSJ1630+4520_247.591405_45.335812_7.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1630+4520/SDSSJ1630+4520_247.6000931_45.3349018_8.png b/old_website/LDT_SN/20210506/SDSSJ1630+4520/SDSSJ1630+4520_247.6000931_45.3349018_8.png new file mode 100644 index 0000000..863f9ed Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1630+4520/SDSSJ1630+4520_247.6000931_45.3349018_8.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1630+4520/SDSSJ1630+4520_247.6001326_45.3651065_0.png b/old_website/LDT_SN/20210506/SDSSJ1630+4520/SDSSJ1630+4520_247.6001326_45.3651065_0.png new file mode 100644 index 0000000..8888228 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1630+4520/SDSSJ1630+4520_247.6001326_45.3651065_0.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1630+4520/SDSSJ1630+4520_247.6077888_45.3602096_2.png b/old_website/LDT_SN/20210506/SDSSJ1630+4520/SDSSJ1630+4520_247.6077888_45.3602096_2.png new file mode 100644 index 0000000..dcfaf4c Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1630+4520/SDSSJ1630+4520_247.6077888_45.3602096_2.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1630+4520/SDSSJ1630+4520_247.612968_45.3368899_5.png b/old_website/LDT_SN/20210506/SDSSJ1630+4520/SDSSJ1630+4520_247.612968_45.3368899_5.png new file mode 100644 index 0000000..1f4ccf7 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1630+4520/SDSSJ1630+4520_247.612968_45.3368899_5.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1630+4520/SDSSJ1630+4520_247.6218702_45.3232013_12.png b/old_website/LDT_SN/20210506/SDSSJ1630+4520/SDSSJ1630+4520_247.6218702_45.3232013_12.png new file mode 100644 index 0000000..a227698 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1630+4520/SDSSJ1630+4520_247.6218702_45.3232013_12.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1630+4520/SDSSJ1630+4520_247.6291125_45.3285397_10.png b/old_website/LDT_SN/20210506/SDSSJ1630+4520/SDSSJ1630+4520_247.6291125_45.3285397_10.png new file mode 100644 index 0000000..e800b2e Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1630+4520/SDSSJ1630+4520_247.6291125_45.3285397_10.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1630+4520/SDSSJ1630+4520_247.6306218_45.3322123_9.png b/old_website/LDT_SN/20210506/SDSSJ1630+4520/SDSSJ1630+4520_247.6306218_45.3322123_9.png new file mode 100644 index 0000000..3e9103d Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1630+4520/SDSSJ1630+4520_247.6306218_45.3322123_9.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1630+4520/SDSSJ1630+4520_247.6420995_45.3637413_1.png b/old_website/LDT_SN/20210506/SDSSJ1630+4520/SDSSJ1630+4520_247.6420995_45.3637413_1.png new file mode 100644 index 0000000..a8ab2b6 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1630+4520/SDSSJ1630+4520_247.6420995_45.3637413_1.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1630+4520/SDSSJ1630+4520_247.6437078_45.3285745_11.png b/old_website/LDT_SN/20210506/SDSSJ1630+4520/SDSSJ1630+4520_247.6437078_45.3285745_11.png new file mode 100644 index 0000000..3099c0b Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1630+4520/SDSSJ1630+4520_247.6437078_45.3285745_11.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1630+4520/SDSSJ1630+4520_247.6439031_45.3506116_3.png b/old_website/LDT_SN/20210506/SDSSJ1630+4520/SDSSJ1630+4520_247.6439031_45.3506116_3.png new file mode 100644 index 0000000..a8f0be9 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1630+4520/SDSSJ1630+4520_247.6439031_45.3506116_3.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1630+4520/SDSSJ1630+4520_full_image.png b/old_website/LDT_SN/20210506/SDSSJ1630+4520/SDSSJ1630+4520_full_image.png new file mode 100644 index 0000000..02f0488 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1630+4520/SDSSJ1630+4520_full_image.png differ diff --git a/old_website/LDT_SN/20210506/SDSSJ1631+1854/SDSSJ1631+1854.html b/old_website/LDT_SN/20210506/SDSSJ1631+1854/SDSSJ1631+1854.html new file mode 100644 index 0000000..98de4b7 --- /dev/null +++ b/old_website/LDT_SN/20210506/SDSSJ1631+1854/SDSSJ1631+1854.html @@ -0,0 +1,12 @@ + + + + SDSSJ1631+1854 + + +

SDSSJ1631+1854

+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/20210506/SDSSJ1631+1854/SDSSJ1631+1854_full_image.png b/old_website/LDT_SN/20210506/SDSSJ1631+1854/SDSSJ1631+1854_full_image.png new file mode 100644 index 0000000..3cf3e05 Binary files /dev/null and b/old_website/LDT_SN/20210506/SDSSJ1631+1854/SDSSJ1631+1854_full_image.png differ diff --git a/old_website/LDT_SN/20210506/SL2SJ142031+525/SL2SJ142031+525.html b/old_website/LDT_SN/20210506/SL2SJ142031+525/SL2SJ142031+525.html new file mode 100644 index 0000000..048abca --- /dev/null +++ b/old_website/LDT_SN/20210506/SL2SJ142031+525/SL2SJ142031+525.html @@ -0,0 +1,42 @@ + + + + SL2SJ142031+525 + + +

SL2SJ142031+525

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/20210506/SL2SJ142031+525/SL2SJ142031+525_215.0957778_52.9812947_4.png b/old_website/LDT_SN/20210506/SL2SJ142031+525/SL2SJ142031+525_215.0957778_52.9812947_4.png new file mode 100644 index 0000000..4759c2f Binary files /dev/null and b/old_website/LDT_SN/20210506/SL2SJ142031+525/SL2SJ142031+525_215.0957778_52.9812947_4.png differ diff --git a/old_website/LDT_SN/20210506/SL2SJ142031+525/SL2SJ142031+525_215.1128524_52.9925381_3.png b/old_website/LDT_SN/20210506/SL2SJ142031+525/SL2SJ142031+525_215.1128524_52.9925381_3.png new file mode 100644 index 0000000..c7de6aa Binary files /dev/null and b/old_website/LDT_SN/20210506/SL2SJ142031+525/SL2SJ142031+525_215.1128524_52.9925381_3.png differ diff --git a/old_website/LDT_SN/20210506/SL2SJ142031+525/SL2SJ142031+525_215.1199757_52.9868306_2.png b/old_website/LDT_SN/20210506/SL2SJ142031+525/SL2SJ142031+525_215.1199757_52.9868306_2.png new file mode 100644 index 0000000..997fa2b Binary files /dev/null and b/old_website/LDT_SN/20210506/SL2SJ142031+525/SL2SJ142031+525_215.1199757_52.9868306_2.png differ diff --git a/old_website/LDT_SN/20210506/SL2SJ142031+525/SL2SJ142031+525_215.1242141_52.9948697_9.png b/old_website/LDT_SN/20210506/SL2SJ142031+525/SL2SJ142031+525_215.1242141_52.9948697_9.png new file mode 100644 index 0000000..9d90cad Binary files /dev/null and b/old_website/LDT_SN/20210506/SL2SJ142031+525/SL2SJ142031+525_215.1242141_52.9948697_9.png differ diff --git a/old_website/LDT_SN/20210506/SL2SJ142031+525/SL2SJ142031+525_215.1245574_52.9871354_1.png b/old_website/LDT_SN/20210506/SL2SJ142031+525/SL2SJ142031+525_215.1245574_52.9871354_1.png new file mode 100644 index 0000000..914f0fe Binary files /dev/null and b/old_website/LDT_SN/20210506/SL2SJ142031+525/SL2SJ142031+525_215.1245574_52.9871354_1.png differ diff --git a/old_website/LDT_SN/20210506/SL2SJ142031+525/SL2SJ142031+525_215.1274024_52.9662765_6.png b/old_website/LDT_SN/20210506/SL2SJ142031+525/SL2SJ142031+525_215.1274024_52.9662765_6.png new file mode 100644 index 0000000..079c6d2 Binary files /dev/null and b/old_website/LDT_SN/20210506/SL2SJ142031+525/SL2SJ142031+525_215.1274024_52.9662765_6.png differ diff --git a/old_website/LDT_SN/20210506/SL2SJ142031+525/SL2SJ142031+525_215.1379382_52.9772687_5.png b/old_website/LDT_SN/20210506/SL2SJ142031+525/SL2SJ142031+525_215.1379382_52.9772687_5.png new file mode 100644 index 0000000..fdeb051 Binary files /dev/null and b/old_website/LDT_SN/20210506/SL2SJ142031+525/SL2SJ142031+525_215.1379382_52.9772687_5.png differ diff --git a/old_website/LDT_SN/20210506/SL2SJ142031+525/SL2SJ142031+525_215.1627477_52.9879496_0.png b/old_website/LDT_SN/20210506/SL2SJ142031+525/SL2SJ142031+525_215.1627477_52.9879496_0.png new file mode 100644 index 0000000..1ade88b Binary files /dev/null and b/old_website/LDT_SN/20210506/SL2SJ142031+525/SL2SJ142031+525_215.1627477_52.9879496_0.png differ diff --git a/old_website/LDT_SN/20210506/SL2SJ142031+525/SL2SJ142031+525_215.170473_52.9608612_7.png b/old_website/LDT_SN/20210506/SL2SJ142031+525/SL2SJ142031+525_215.170473_52.9608612_7.png new file mode 100644 index 0000000..6b264d4 Binary files /dev/null and b/old_website/LDT_SN/20210506/SL2SJ142031+525/SL2SJ142031+525_215.170473_52.9608612_7.png differ diff --git a/old_website/LDT_SN/20210506/SL2SJ142031+525/SL2SJ142031+525_215.1707823_52.961746_8.png b/old_website/LDT_SN/20210506/SL2SJ142031+525/SL2SJ142031+525_215.1707823_52.961746_8.png new file mode 100644 index 0000000..99e9cc3 Binary files /dev/null and b/old_website/LDT_SN/20210506/SL2SJ142031+525/SL2SJ142031+525_215.1707823_52.961746_8.png differ diff --git a/old_website/LDT_SN/20210506/SL2SJ142031+525/SL2SJ142031+525_full_image.png b/old_website/LDT_SN/20210506/SL2SJ142031+525/SL2SJ142031+525_full_image.png new file mode 100644 index 0000000..a7a4673 Binary files /dev/null and b/old_website/LDT_SN/20210506/SL2SJ142031+525/SL2SJ142031+525_full_image.png differ diff --git a/old_website/LDT_SN/HSTJ114331.46-0/HSTJ114331.46-0.html b/old_website/LDT_SN/HSTJ114331.46-0/HSTJ114331.46-0.html new file mode 100644 index 0000000..8331b12 --- /dev/null +++ b/old_website/LDT_SN/HSTJ114331.46-0/HSTJ114331.46-0.html @@ -0,0 +1,75 @@ + + + + HSTJ114331.46-0 + + +

HSTJ114331.46-0

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_0.png b/old_website/LDT_SN/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_0.png new file mode 100644 index 0000000..398fee6 Binary files /dev/null and b/old_website/LDT_SN/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_0.png differ diff --git a/old_website/LDT_SN/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_1.png b/old_website/LDT_SN/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_1.png new file mode 100644 index 0000000..3409308 Binary files /dev/null and b/old_website/LDT_SN/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_1.png differ diff --git a/old_website/LDT_SN/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_10.png b/old_website/LDT_SN/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_10.png new file mode 100644 index 0000000..1a95094 Binary files /dev/null and b/old_website/LDT_SN/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_10.png differ diff --git a/old_website/LDT_SN/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_11.png b/old_website/LDT_SN/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_11.png new file mode 100644 index 0000000..ef3214f Binary files /dev/null and b/old_website/LDT_SN/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_11.png differ diff --git a/old_website/LDT_SN/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_12.png b/old_website/LDT_SN/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_12.png new file mode 100644 index 0000000..fd73c78 Binary files /dev/null and b/old_website/LDT_SN/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_12.png differ diff --git a/old_website/LDT_SN/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_13.png b/old_website/LDT_SN/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_13.png new file mode 100644 index 0000000..978fbce Binary files /dev/null and b/old_website/LDT_SN/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_13.png differ diff --git a/old_website/LDT_SN/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_14.png b/old_website/LDT_SN/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_14.png new file mode 100644 index 0000000..013869f Binary files /dev/null and b/old_website/LDT_SN/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_14.png differ diff --git a/old_website/LDT_SN/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_15.png b/old_website/LDT_SN/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_15.png new file mode 100644 index 0000000..ec6c342 Binary files /dev/null and b/old_website/LDT_SN/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_15.png differ diff --git a/old_website/LDT_SN/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_16.png b/old_website/LDT_SN/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_16.png new file mode 100644 index 0000000..811f3b0 Binary files /dev/null and b/old_website/LDT_SN/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_16.png differ diff --git a/old_website/LDT_SN/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_17.png b/old_website/LDT_SN/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_17.png new file mode 100644 index 0000000..9555bc6 Binary files /dev/null and b/old_website/LDT_SN/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_17.png differ diff --git a/old_website/LDT_SN/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_18.png b/old_website/LDT_SN/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_18.png new file mode 100644 index 0000000..62028be Binary files /dev/null and b/old_website/LDT_SN/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_18.png differ diff --git a/old_website/LDT_SN/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_19.png b/old_website/LDT_SN/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_19.png new file mode 100644 index 0000000..b0d3b28 Binary files /dev/null and b/old_website/LDT_SN/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_19.png differ diff --git a/old_website/LDT_SN/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_2.png b/old_website/LDT_SN/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_2.png new file mode 100644 index 0000000..dc21c6f Binary files /dev/null and b/old_website/LDT_SN/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_2.png differ diff --git a/old_website/LDT_SN/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_20.png b/old_website/LDT_SN/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_20.png new file mode 100644 index 0000000..47c9230 Binary files /dev/null and b/old_website/LDT_SN/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_20.png differ diff --git a/old_website/LDT_SN/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_3.png b/old_website/LDT_SN/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_3.png new file mode 100644 index 0000000..b536358 Binary files /dev/null and b/old_website/LDT_SN/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_3.png differ diff --git a/old_website/LDT_SN/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_4.png b/old_website/LDT_SN/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_4.png new file mode 100644 index 0000000..d9b21d3 Binary files /dev/null and b/old_website/LDT_SN/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_4.png differ diff --git a/old_website/LDT_SN/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_5.png b/old_website/LDT_SN/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_5.png new file mode 100644 index 0000000..9f5bb43 Binary files /dev/null and b/old_website/LDT_SN/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_5.png differ diff --git a/old_website/LDT_SN/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_6.png b/old_website/LDT_SN/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_6.png new file mode 100644 index 0000000..5543f8b Binary files /dev/null and b/old_website/LDT_SN/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_6.png differ diff --git a/old_website/LDT_SN/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_7.png b/old_website/LDT_SN/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_7.png new file mode 100644 index 0000000..4aa5e4b Binary files /dev/null and b/old_website/LDT_SN/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_7.png differ diff --git a/old_website/LDT_SN/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_8.png b/old_website/LDT_SN/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_8.png new file mode 100644 index 0000000..20ff116 Binary files /dev/null and b/old_website/LDT_SN/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_8.png differ diff --git a/old_website/LDT_SN/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_9.png b/old_website/LDT_SN/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_9.png new file mode 100644 index 0000000..efa9ed9 Binary files /dev/null and b/old_website/LDT_SN/HSTJ114331.46-0/HSTJ114331.46-0_175_-1_9.png differ diff --git a/old_website/LDT_SN/HSTJ114331.46-0/HSTJ114331.46-0_full_image.png b/old_website/LDT_SN/HSTJ114331.46-0/HSTJ114331.46-0_full_image.png new file mode 100644 index 0000000..76e1e73 Binary files /dev/null and b/old_website/LDT_SN/HSTJ114331.46-0/HSTJ114331.46-0_full_image.png differ diff --git a/old_website/LDT_SN/HSTJ1418+5236/HSTJ1418+5236.html b/old_website/LDT_SN/HSTJ1418+5236/HSTJ1418+5236.html new file mode 100644 index 0000000..8d5cdbd --- /dev/null +++ b/old_website/LDT_SN/HSTJ1418+5236/HSTJ1418+5236.html @@ -0,0 +1,36 @@ + + + + HSTJ1418+5236 + + +

HSTJ1418+5236

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/HSTJ1418+5236/HSTJ1418+5236_214_52_0.png b/old_website/LDT_SN/HSTJ1418+5236/HSTJ1418+5236_214_52_0.png new file mode 100644 index 0000000..565d6e3 Binary files /dev/null and b/old_website/LDT_SN/HSTJ1418+5236/HSTJ1418+5236_214_52_0.png differ diff --git a/old_website/LDT_SN/HSTJ1418+5236/HSTJ1418+5236_214_52_1.png b/old_website/LDT_SN/HSTJ1418+5236/HSTJ1418+5236_214_52_1.png new file mode 100644 index 0000000..0b4d9ff Binary files /dev/null and b/old_website/LDT_SN/HSTJ1418+5236/HSTJ1418+5236_214_52_1.png differ diff --git a/old_website/LDT_SN/HSTJ1418+5236/HSTJ1418+5236_214_52_2.png b/old_website/LDT_SN/HSTJ1418+5236/HSTJ1418+5236_214_52_2.png new file mode 100644 index 0000000..a26fbc0 Binary files /dev/null and b/old_website/LDT_SN/HSTJ1418+5236/HSTJ1418+5236_214_52_2.png differ diff --git a/old_website/LDT_SN/HSTJ1418+5236/HSTJ1418+5236_214_52_3.png b/old_website/LDT_SN/HSTJ1418+5236/HSTJ1418+5236_214_52_3.png new file mode 100644 index 0000000..03d0b04 Binary files /dev/null and b/old_website/LDT_SN/HSTJ1418+5236/HSTJ1418+5236_214_52_3.png differ diff --git a/old_website/LDT_SN/HSTJ1418+5236/HSTJ1418+5236_214_52_4.png b/old_website/LDT_SN/HSTJ1418+5236/HSTJ1418+5236_214_52_4.png new file mode 100644 index 0000000..147d6d7 Binary files /dev/null and b/old_website/LDT_SN/HSTJ1418+5236/HSTJ1418+5236_214_52_4.png differ diff --git a/old_website/LDT_SN/HSTJ1418+5236/HSTJ1418+5236_214_52_5.png b/old_website/LDT_SN/HSTJ1418+5236/HSTJ1418+5236_214_52_5.png new file mode 100644 index 0000000..8e545f0 Binary files /dev/null and b/old_website/LDT_SN/HSTJ1418+5236/HSTJ1418+5236_214_52_5.png differ diff --git a/old_website/LDT_SN/HSTJ1418+5236/HSTJ1418+5236_214_52_6.png b/old_website/LDT_SN/HSTJ1418+5236/HSTJ1418+5236_214_52_6.png new file mode 100644 index 0000000..556043f Binary files /dev/null and b/old_website/LDT_SN/HSTJ1418+5236/HSTJ1418+5236_214_52_6.png differ diff --git a/old_website/LDT_SN/HSTJ1418+5236/HSTJ1418+5236_214_52_7.png b/old_website/LDT_SN/HSTJ1418+5236/HSTJ1418+5236_214_52_7.png new file mode 100644 index 0000000..378d6eb Binary files /dev/null and b/old_website/LDT_SN/HSTJ1418+5236/HSTJ1418+5236_214_52_7.png differ diff --git a/old_website/LDT_SN/HSTJ1418+5236/HSTJ1418+5236_full_image.png b/old_website/LDT_SN/HSTJ1418+5236/HSTJ1418+5236_full_image.png new file mode 100644 index 0000000..ab6b62f Binary files /dev/null and b/old_website/LDT_SN/HSTJ1418+5236/HSTJ1418+5236_full_image.png differ diff --git a/old_website/LDT_SN/LDT_list.html b/old_website/LDT_SN/LDT_list.html new file mode 100644 index 0000000..4c872f4 --- /dev/null +++ b/old_website/LDT_SN/LDT_list.html @@ -0,0 +1,101 @@ + + + + + + + +
+
LDT list of targets
March 21, 2021
+SDSSJ1103+5322
 +SDSSJ1100+5329
 +HSTJ114331.46-0
 +SDSSJ1112+0826
 +MG1131+0456
 +SDSSJ1319+1504
 +SDSSJ1251-0208
 +HSTJ114331.46-0
 +HSTJ1418+5236
 +SDSSJ1432+6317
 +SDSSJ1430+4105
 +SDSSJ1416+5136
 +SDSSJ1450+3908
 +SDSSJ1402+6321
 +SDSSJ1100+5329
 +SL2SJ142031+525
 +SDSSJ1420+6019
 +SDSSJ1352+3216
 +SDSSJ1436+3640
 +SDSSJ1112+0826
 +SDSSJ1250+0523
 +SDSSJ1456+5702
 +SDSSJ1349+3612
 +SDSSJ1337+3620
 +SDSSJ1452+33233
 +SDSSJ1234-0241
 +SDSSJ1103+5322
 +

LDT list of targets
April 3, 2021
+CSWA17
 +SDSSJ1204+0358
 +SDSSJ1203+2535
 +MG1131+0456
 +SDSSJ1251-0208
 +SDSSJ1352+3216
 +SDSSJ1349+3612
 +SDSSJ1250+0523
 +SDSSJ1234-0241
 +SDSSJ1103+5322
 +SDSSJ1337+3620
 +SDSSJ1319+1504
 +SDSSJ1100+5329
 +SDSSJ1218+0830
 +SDSSJ1402+6321
 +HSTJ114331.46-0
 +SDSSJ1153+4612
 +SDSSJ1213+6708
 +CSWA8
 +SDSSJ1150+1016
 +SDSSJ1112+0826
 +

LDT list of targets
May 5, 2021
+SDSSJ1709+2324
 +SDSSJ1541+1812
 +SDSSJ1452+33233
 +SDSSJ1319+1504
 +SDSSJ1337+3620
 +SDSSJ1456+5702
 +SDSSJ1538+5817
 +SDSSJ1703+2451
 +SDSSJ1420+6019
 +HSTJ1418+5236
 +SDSSJ1630+4520
 +SDSSJ1644+2625
 +MG1549+3047
 +SDSSJ1203+2535
 +SDSSJ1204+0358
 +SDSSJ1542+1629
 +SDSSJ1637+1439
 +SDSSJ1234-0241
 +SDSSJ1621+3931
 +SL2SJ142031+525
 +SDSSJ1402+6321
 +SDSSJ1430+4105
 +CSWA8
 +SDSSJ1618+4353
 +SDSSJ1250+0523
 +SDSSJ1636+4707
 +SDSSJ1631+1854
 +SDSSJ1614+4522
 +SDSSJ1251-0208
 +SDSSJ1213+6708
 +SDSSJ1432+6317
 +SDSSJ1416+5136
 +SDSSJ1218+0830
 +SDSSJ1537+6556
 +SDSSJ1503+3225
 +SDSSJ1349+3612
 +SDSSJ1436+3640
 +SDSSJ1450+3908
 +SDSSJ1352+3216
 +SDSSJ1525+3327
 +SDSSJ1531+3414
 +
diff --git a/old_website/LDT_SN/LDT_list2.html b/old_website/LDT_SN/LDT_list2.html new file mode 100644 index 0000000..e85a1f7 --- /dev/null +++ b/old_website/LDT_SN/LDT_list2.html @@ -0,0 +1,42 @@ + + + + + + + + +
+
LDT list of targets
+SDSSJ1100+5329-SDSS-I
 +MG1131+0456
 +MG1131+0456
 +MG1131+0456
 +MG1131+0456
 +SDSSJ1319+1504
 +SDSSJ1251-0208
 +HSTJ114331.46-0
 +HSTJ1418+5236
 +SDSSJ1432+6317
 +SDSSJ1430+4105
 +SDSSJ1416+5136
 +SDSSJ1450+3908
 +SDSSJ1402+6321
 +SDSSJ1100+5329
 +SL2SJ142031+525
 +SDSSJ1420+6019
 +SDSSJ1352+3216
 +SDSSJ1436+3640
 +SDSSJ1112+0826
 +SDSSJ1250+0523
 +SDSSJ1456+5702
 +SDSSJ1349+3612
 +SDSSJ1337+3620
 +SDSSJ1452+33233
 +SDSSJ1234-0241
 +SDSSJ1103+5322
 +SDSSJ1103+5322
 +SDSSJ1100+5329
 +HSTJ114331.46-0
 +SDSSJ1112+0826
 +
\ No newline at end of file diff --git a/old_website/LDT_SN/LDT_list3.html b/old_website/LDT_SN/LDT_list3.html new file mode 100644 index 0000000..3ad7dbb --- /dev/null +++ b/old_website/LDT_SN/LDT_list3.html @@ -0,0 +1,104 @@ + + + + + + + +
+
LDT list of targets
March 21, 2021
+SDSSJ1103+5322
 +SDSSJ1100+5329
 +HSTJ114331.46-0
 +SDSSJ1112+0826
 +MG1131+0456
 +SDSSJ1319+1504
 +SDSSJ1251-0208
 +HSTJ114331.46-0
 +HSTJ1418+5236
 +SDSSJ1432+6317
 +SDSSJ1430+4105
 +SDSSJ1416+5136
 +SDSSJ1450+3908
 +SDSSJ1402+6321
 +SDSSJ1100+5329
 +SL2SJ142031+525
 +SDSSJ1420+6019
 +SDSSJ1352+3216
 +SDSSJ1436+3640
 +SDSSJ1112+0826
 +SDSSJ1250+0523
 +SDSSJ1456+5702
 +SDSSJ1349+3612
 +SDSSJ1337+3620
 +SDSSJ1452+33233
 +SDSSJ1234-0241
 +SDSSJ1103+5322
 +

LDT list of targets
April 3, 2021
+CSWA17
 +SDSSJ1204+0358
 +SDSSJ1203+2535
 +MG1131+0456
 +SDSSJ1251-0208
 +SDSSJ1352+3216
 +SDSSJ1349+3612
 +SDSSJ1250+0523
 +SDSSJ1234-0241
 +SDSSJ1103+5322
 +SDSSJ1337+3620
 +SDSSJ1319+1504
 +SDSSJ1100+5329
 +SDSSJ1218+0830
 +SDSSJ1402+6321
 +HSTJ114331.46-0
 +SDSSJ1153+4612
 +SDSSJ1213+6708
 +CSWA8
 +SDSSJ1150+1016
 +SDSSJ1112+0826
 +<<<<<<< HEAD +SDSSJ1709+2324
 +SDSSJ1541+1812
 +SDSSJ1452+33233
 +SDSSJ1319+1504
 +SDSSJ1337+3620
 +SDSSJ1456+5702
 +SDSSJ1538+5817
 +SDSSJ1703+2451
 +SDSSJ1420+6019
 +HSTJ1418+5236
 +SDSSJ1630+4520
 +SDSSJ1644+2625
 +MG1549+3047
 +SDSSJ1203+2535
 +SDSSJ1204+0358
 +SDSSJ1542+1629
 +SDSSJ1637+1439
 +SDSSJ1234-0241
 +SDSSJ1621+3931
 +SL2SJ142031+525
 +SDSSJ1402+6321
 +SDSSJ1430+4105
 +CSWA8
 +SDSSJ1618+4353
 +SDSSJ1250+0523
 +SDSSJ1636+4707
 +SDSSJ1631+1854
 +SDSSJ1614+4522
 +SDSSJ1251-0208
 +SDSSJ1213+6708
 +SDSSJ1432+6317
 +SDSSJ1416+5136
 +SDSSJ1218+0830
 +SDSSJ1537+6556
 +SDSSJ1503+3225
 +SDSSJ1349+3612
 +SDSSJ1436+3640
 +SDSSJ1450+3908
 +SDSSJ1352+3216
 +SDSSJ1525+3327
 +SDSSJ1531+3414
 +
+======= + +>>>>>>> 90ddb76ba57841b54cd28c548bd1086603532d4f diff --git a/old_website/LDT_SN/MG1131+0456/MG1131+0456.html b/old_website/LDT_SN/MG1131+0456/MG1131+0456.html new file mode 100644 index 0000000..1eb0121 --- /dev/null +++ b/old_website/LDT_SN/MG1131+0456/MG1131+0456.html @@ -0,0 +1,54 @@ + + + + MG1131+0456 + + +

MG1131+0456

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/MG1131+0456/MG1131+0456_172_4_0.png b/old_website/LDT_SN/MG1131+0456/MG1131+0456_172_4_0.png new file mode 100644 index 0000000..9e8cabd Binary files /dev/null and b/old_website/LDT_SN/MG1131+0456/MG1131+0456_172_4_0.png differ diff --git a/old_website/LDT_SN/MG1131+0456/MG1131+0456_172_4_1.png b/old_website/LDT_SN/MG1131+0456/MG1131+0456_172_4_1.png new file mode 100644 index 0000000..0761eec Binary files /dev/null and b/old_website/LDT_SN/MG1131+0456/MG1131+0456_172_4_1.png differ diff --git a/old_website/LDT_SN/MG1131+0456/MG1131+0456_172_4_10.png b/old_website/LDT_SN/MG1131+0456/MG1131+0456_172_4_10.png new file mode 100644 index 0000000..1e6b90f Binary files /dev/null and b/old_website/LDT_SN/MG1131+0456/MG1131+0456_172_4_10.png differ diff --git a/old_website/LDT_SN/MG1131+0456/MG1131+0456_172_4_12.png b/old_website/LDT_SN/MG1131+0456/MG1131+0456_172_4_12.png new file mode 100644 index 0000000..9e9030e Binary files /dev/null and b/old_website/LDT_SN/MG1131+0456/MG1131+0456_172_4_12.png differ diff --git a/old_website/LDT_SN/MG1131+0456/MG1131+0456_172_4_13.png b/old_website/LDT_SN/MG1131+0456/MG1131+0456_172_4_13.png new file mode 100644 index 0000000..6182655 Binary files /dev/null and b/old_website/LDT_SN/MG1131+0456/MG1131+0456_172_4_13.png differ diff --git a/old_website/LDT_SN/MG1131+0456/MG1131+0456_172_4_2.png b/old_website/LDT_SN/MG1131+0456/MG1131+0456_172_4_2.png new file mode 100644 index 0000000..3ac97b2 Binary files /dev/null and b/old_website/LDT_SN/MG1131+0456/MG1131+0456_172_4_2.png differ diff --git a/old_website/LDT_SN/MG1131+0456/MG1131+0456_172_4_3.png b/old_website/LDT_SN/MG1131+0456/MG1131+0456_172_4_3.png new file mode 100644 index 0000000..2da83a9 Binary files /dev/null and b/old_website/LDT_SN/MG1131+0456/MG1131+0456_172_4_3.png differ diff --git a/old_website/LDT_SN/MG1131+0456/MG1131+0456_172_4_5.png b/old_website/LDT_SN/MG1131+0456/MG1131+0456_172_4_5.png new file mode 100644 index 0000000..f5d15c7 Binary files /dev/null and b/old_website/LDT_SN/MG1131+0456/MG1131+0456_172_4_5.png differ diff --git a/old_website/LDT_SN/MG1131+0456/MG1131+0456_172_4_6.png b/old_website/LDT_SN/MG1131+0456/MG1131+0456_172_4_6.png new file mode 100644 index 0000000..ae0f331 Binary files /dev/null and b/old_website/LDT_SN/MG1131+0456/MG1131+0456_172_4_6.png differ diff --git a/old_website/LDT_SN/MG1131+0456/MG1131+0456_172_4_7.png b/old_website/LDT_SN/MG1131+0456/MG1131+0456_172_4_7.png new file mode 100644 index 0000000..e021dff Binary files /dev/null and b/old_website/LDT_SN/MG1131+0456/MG1131+0456_172_4_7.png differ diff --git a/old_website/LDT_SN/MG1131+0456/MG1131+0456_172_4_9.png b/old_website/LDT_SN/MG1131+0456/MG1131+0456_172_4_9.png new file mode 100644 index 0000000..05ae5d7 Binary files /dev/null and b/old_website/LDT_SN/MG1131+0456/MG1131+0456_172_4_9.png differ diff --git a/old_website/LDT_SN/MG1131+0456/MG1131+0456_173_4_11.png b/old_website/LDT_SN/MG1131+0456/MG1131+0456_173_4_11.png new file mode 100644 index 0000000..eae5efd Binary files /dev/null and b/old_website/LDT_SN/MG1131+0456/MG1131+0456_173_4_11.png differ diff --git a/old_website/LDT_SN/MG1131+0456/MG1131+0456_173_4_4.png b/old_website/LDT_SN/MG1131+0456/MG1131+0456_173_4_4.png new file mode 100644 index 0000000..3372e55 Binary files /dev/null and b/old_website/LDT_SN/MG1131+0456/MG1131+0456_173_4_4.png differ diff --git a/old_website/LDT_SN/MG1131+0456/MG1131+0456_173_4_8.png b/old_website/LDT_SN/MG1131+0456/MG1131+0456_173_4_8.png new file mode 100644 index 0000000..c9e27f0 Binary files /dev/null and b/old_website/LDT_SN/MG1131+0456/MG1131+0456_173_4_8.png differ diff --git a/old_website/LDT_SN/MG1131+0456/MG1131+0456_full_image.png b/old_website/LDT_SN/MG1131+0456/MG1131+0456_full_image.png new file mode 100644 index 0000000..57e8086 Binary files /dev/null and b/old_website/LDT_SN/MG1131+0456/MG1131+0456_full_image.png differ diff --git a/old_website/LDT_SN/SDSSJ1100+5329-SDSS-I/SDSSJ1100+5329-SDSS-I.html b/old_website/LDT_SN/SDSSJ1100+5329-SDSS-I/SDSSJ1100+5329-SDSS-I.html new file mode 100644 index 0000000..ccba7db --- /dev/null +++ b/old_website/LDT_SN/SDSSJ1100+5329-SDSS-I/SDSSJ1100+5329-SDSS-I.html @@ -0,0 +1,42 @@ + + + + SDSSJ1100+5329-SDSS-I + + +

SDSSJ1100+5329-SDSS-I

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/SDSSJ1100+5329-SDSS-I/SDSSJ1100+5329-SDSS-I_165_53_0.png b/old_website/LDT_SN/SDSSJ1100+5329-SDSS-I/SDSSJ1100+5329-SDSS-I_165_53_0.png new file mode 100644 index 0000000..9e4fe65 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1100+5329-SDSS-I/SDSSJ1100+5329-SDSS-I_165_53_0.png differ diff --git a/old_website/LDT_SN/SDSSJ1100+5329-SDSS-I/SDSSJ1100+5329-SDSS-I_165_53_1.png b/old_website/LDT_SN/SDSSJ1100+5329-SDSS-I/SDSSJ1100+5329-SDSS-I_165_53_1.png new file mode 100644 index 0000000..142b7e4 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1100+5329-SDSS-I/SDSSJ1100+5329-SDSS-I_165_53_1.png differ diff --git a/old_website/LDT_SN/SDSSJ1100+5329-SDSS-I/SDSSJ1100+5329-SDSS-I_165_53_2.png b/old_website/LDT_SN/SDSSJ1100+5329-SDSS-I/SDSSJ1100+5329-SDSS-I_165_53_2.png new file mode 100644 index 0000000..4826513 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1100+5329-SDSS-I/SDSSJ1100+5329-SDSS-I_165_53_2.png differ diff --git a/old_website/LDT_SN/SDSSJ1100+5329-SDSS-I/SDSSJ1100+5329-SDSS-I_165_53_3.png b/old_website/LDT_SN/SDSSJ1100+5329-SDSS-I/SDSSJ1100+5329-SDSS-I_165_53_3.png new file mode 100644 index 0000000..94084cb Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1100+5329-SDSS-I/SDSSJ1100+5329-SDSS-I_165_53_3.png differ diff --git a/old_website/LDT_SN/SDSSJ1100+5329-SDSS-I/SDSSJ1100+5329-SDSS-I_165_53_4.png b/old_website/LDT_SN/SDSSJ1100+5329-SDSS-I/SDSSJ1100+5329-SDSS-I_165_53_4.png new file mode 100644 index 0000000..a3e1dd4 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1100+5329-SDSS-I/SDSSJ1100+5329-SDSS-I_165_53_4.png differ diff --git a/old_website/LDT_SN/SDSSJ1100+5329-SDSS-I/SDSSJ1100+5329-SDSS-I_165_53_5.png b/old_website/LDT_SN/SDSSJ1100+5329-SDSS-I/SDSSJ1100+5329-SDSS-I_165_53_5.png new file mode 100644 index 0000000..2f90b7b Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1100+5329-SDSS-I/SDSSJ1100+5329-SDSS-I_165_53_5.png differ diff --git a/old_website/LDT_SN/SDSSJ1100+5329-SDSS-I/SDSSJ1100+5329-SDSS-I_165_53_6.png b/old_website/LDT_SN/SDSSJ1100+5329-SDSS-I/SDSSJ1100+5329-SDSS-I_165_53_6.png new file mode 100644 index 0000000..c994dcd Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1100+5329-SDSS-I/SDSSJ1100+5329-SDSS-I_165_53_6.png differ diff --git a/old_website/LDT_SN/SDSSJ1100+5329-SDSS-I/SDSSJ1100+5329-SDSS-I_165_53_7.png b/old_website/LDT_SN/SDSSJ1100+5329-SDSS-I/SDSSJ1100+5329-SDSS-I_165_53_7.png new file mode 100644 index 0000000..7eea5c3 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1100+5329-SDSS-I/SDSSJ1100+5329-SDSS-I_165_53_7.png differ diff --git a/old_website/LDT_SN/SDSSJ1100+5329-SDSS-I/SDSSJ1100+5329-SDSS-I_165_53_8.png b/old_website/LDT_SN/SDSSJ1100+5329-SDSS-I/SDSSJ1100+5329-SDSS-I_165_53_8.png new file mode 100644 index 0000000..9310f9f Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1100+5329-SDSS-I/SDSSJ1100+5329-SDSS-I_165_53_8.png differ diff --git a/old_website/LDT_SN/SDSSJ1100+5329-SDSS-I/SDSSJ1100+5329-SDSS-I_165_53_9.png b/old_website/LDT_SN/SDSSJ1100+5329-SDSS-I/SDSSJ1100+5329-SDSS-I_165_53_9.png new file mode 100644 index 0000000..fe49c5b Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1100+5329-SDSS-I/SDSSJ1100+5329-SDSS-I_165_53_9.png differ diff --git a/old_website/LDT_SN/SDSSJ1100+5329-SDSS-I/SDSSJ1100+5329-SDSS-I_full_image.png b/old_website/LDT_SN/SDSSJ1100+5329-SDSS-I/SDSSJ1100+5329-SDSS-I_full_image.png new file mode 100644 index 0000000..320842f Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1100+5329-SDSS-I/SDSSJ1100+5329-SDSS-I_full_image.png differ diff --git a/old_website/LDT_SN/SDSSJ1100+5329/SDSSJ1100+5329.html b/old_website/LDT_SN/SDSSJ1100+5329/SDSSJ1100+5329.html new file mode 100644 index 0000000..fc20b08 --- /dev/null +++ b/old_website/LDT_SN/SDSSJ1100+5329/SDSSJ1100+5329.html @@ -0,0 +1,36 @@ + + + + SDSSJ1100+5329 + + +

SDSSJ1100+5329

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/SDSSJ1100+5329/SDSSJ1100+5329_165_53_0.png b/old_website/LDT_SN/SDSSJ1100+5329/SDSSJ1100+5329_165_53_0.png new file mode 100644 index 0000000..e7eabca Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1100+5329/SDSSJ1100+5329_165_53_0.png differ diff --git a/old_website/LDT_SN/SDSSJ1100+5329/SDSSJ1100+5329_165_53_1.png b/old_website/LDT_SN/SDSSJ1100+5329/SDSSJ1100+5329_165_53_1.png new file mode 100644 index 0000000..93ac3bf Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1100+5329/SDSSJ1100+5329_165_53_1.png differ diff --git a/old_website/LDT_SN/SDSSJ1100+5329/SDSSJ1100+5329_165_53_2.png b/old_website/LDT_SN/SDSSJ1100+5329/SDSSJ1100+5329_165_53_2.png new file mode 100644 index 0000000..9773850 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1100+5329/SDSSJ1100+5329_165_53_2.png differ diff --git a/old_website/LDT_SN/SDSSJ1100+5329/SDSSJ1100+5329_165_53_3.png b/old_website/LDT_SN/SDSSJ1100+5329/SDSSJ1100+5329_165_53_3.png new file mode 100644 index 0000000..64f408e Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1100+5329/SDSSJ1100+5329_165_53_3.png differ diff --git a/old_website/LDT_SN/SDSSJ1100+5329/SDSSJ1100+5329_165_53_4.png b/old_website/LDT_SN/SDSSJ1100+5329/SDSSJ1100+5329_165_53_4.png new file mode 100644 index 0000000..11888d4 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1100+5329/SDSSJ1100+5329_165_53_4.png differ diff --git a/old_website/LDT_SN/SDSSJ1100+5329/SDSSJ1100+5329_165_53_5.png b/old_website/LDT_SN/SDSSJ1100+5329/SDSSJ1100+5329_165_53_5.png new file mode 100644 index 0000000..2c5311a Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1100+5329/SDSSJ1100+5329_165_53_5.png differ diff --git a/old_website/LDT_SN/SDSSJ1100+5329/SDSSJ1100+5329_165_53_6.png b/old_website/LDT_SN/SDSSJ1100+5329/SDSSJ1100+5329_165_53_6.png new file mode 100644 index 0000000..3d89604 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1100+5329/SDSSJ1100+5329_165_53_6.png differ diff --git a/old_website/LDT_SN/SDSSJ1100+5329/SDSSJ1100+5329_165_53_7.png b/old_website/LDT_SN/SDSSJ1100+5329/SDSSJ1100+5329_165_53_7.png new file mode 100644 index 0000000..6f8d2da Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1100+5329/SDSSJ1100+5329_165_53_7.png differ diff --git a/old_website/LDT_SN/SDSSJ1100+5329/SDSSJ1100+5329_full_image.png b/old_website/LDT_SN/SDSSJ1100+5329/SDSSJ1100+5329_full_image.png new file mode 100644 index 0000000..81e3b8f Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1100+5329/SDSSJ1100+5329_full_image.png differ diff --git a/old_website/LDT_SN/SDSSJ1103+5322/SDSSJ1103+5322.html b/old_website/LDT_SN/SDSSJ1103+5322/SDSSJ1103+5322.html new file mode 100644 index 0000000..6851628 --- /dev/null +++ b/old_website/LDT_SN/SDSSJ1103+5322/SDSSJ1103+5322.html @@ -0,0 +1,24 @@ + + + + SDSSJ1103+5322 + + +

SDSSJ1103+5322

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/SDSSJ1103+5322/SDSSJ1103+5322_165_53_0.png b/old_website/LDT_SN/SDSSJ1103+5322/SDSSJ1103+5322_165_53_0.png new file mode 100644 index 0000000..2a4d2bc Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1103+5322/SDSSJ1103+5322_165_53_0.png differ diff --git a/old_website/LDT_SN/SDSSJ1103+5322/SDSSJ1103+5322_165_53_1.png b/old_website/LDT_SN/SDSSJ1103+5322/SDSSJ1103+5322_165_53_1.png new file mode 100644 index 0000000..78ffa8a Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1103+5322/SDSSJ1103+5322_165_53_1.png differ diff --git a/old_website/LDT_SN/SDSSJ1103+5322/SDSSJ1103+5322_165_53_10.png b/old_website/LDT_SN/SDSSJ1103+5322/SDSSJ1103+5322_165_53_10.png new file mode 100644 index 0000000..0254db8 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1103+5322/SDSSJ1103+5322_165_53_10.png differ diff --git a/old_website/LDT_SN/SDSSJ1103+5322/SDSSJ1103+5322_165_53_11.png b/old_website/LDT_SN/SDSSJ1103+5322/SDSSJ1103+5322_165_53_11.png new file mode 100644 index 0000000..ecce495 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1103+5322/SDSSJ1103+5322_165_53_11.png differ diff --git a/old_website/LDT_SN/SDSSJ1103+5322/SDSSJ1103+5322_165_53_12.png b/old_website/LDT_SN/SDSSJ1103+5322/SDSSJ1103+5322_165_53_12.png new file mode 100644 index 0000000..c553311 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1103+5322/SDSSJ1103+5322_165_53_12.png differ diff --git a/old_website/LDT_SN/SDSSJ1103+5322/SDSSJ1103+5322_165_53_13.png b/old_website/LDT_SN/SDSSJ1103+5322/SDSSJ1103+5322_165_53_13.png new file mode 100644 index 0000000..90b1da8 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1103+5322/SDSSJ1103+5322_165_53_13.png differ diff --git a/old_website/LDT_SN/SDSSJ1103+5322/SDSSJ1103+5322_165_53_14.png b/old_website/LDT_SN/SDSSJ1103+5322/SDSSJ1103+5322_165_53_14.png new file mode 100644 index 0000000..1d11a3a Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1103+5322/SDSSJ1103+5322_165_53_14.png differ diff --git a/old_website/LDT_SN/SDSSJ1103+5322/SDSSJ1103+5322_165_53_15.png b/old_website/LDT_SN/SDSSJ1103+5322/SDSSJ1103+5322_165_53_15.png new file mode 100644 index 0000000..e564a17 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1103+5322/SDSSJ1103+5322_165_53_15.png differ diff --git a/old_website/LDT_SN/SDSSJ1103+5322/SDSSJ1103+5322_165_53_2.png b/old_website/LDT_SN/SDSSJ1103+5322/SDSSJ1103+5322_165_53_2.png new file mode 100644 index 0000000..0af22d2 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1103+5322/SDSSJ1103+5322_165_53_2.png differ diff --git a/old_website/LDT_SN/SDSSJ1103+5322/SDSSJ1103+5322_165_53_3.png b/old_website/LDT_SN/SDSSJ1103+5322/SDSSJ1103+5322_165_53_3.png new file mode 100644 index 0000000..c7f71d6 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1103+5322/SDSSJ1103+5322_165_53_3.png differ diff --git a/old_website/LDT_SN/SDSSJ1103+5322/SDSSJ1103+5322_165_53_4.png b/old_website/LDT_SN/SDSSJ1103+5322/SDSSJ1103+5322_165_53_4.png new file mode 100644 index 0000000..b2fa333 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1103+5322/SDSSJ1103+5322_165_53_4.png differ diff --git a/old_website/LDT_SN/SDSSJ1103+5322/SDSSJ1103+5322_165_53_5.png b/old_website/LDT_SN/SDSSJ1103+5322/SDSSJ1103+5322_165_53_5.png new file mode 100644 index 0000000..2491e92 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1103+5322/SDSSJ1103+5322_165_53_5.png differ diff --git a/old_website/LDT_SN/SDSSJ1103+5322/SDSSJ1103+5322_165_53_6.png b/old_website/LDT_SN/SDSSJ1103+5322/SDSSJ1103+5322_165_53_6.png new file mode 100644 index 0000000..cf1d812 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1103+5322/SDSSJ1103+5322_165_53_6.png differ diff --git a/old_website/LDT_SN/SDSSJ1103+5322/SDSSJ1103+5322_165_53_7.png b/old_website/LDT_SN/SDSSJ1103+5322/SDSSJ1103+5322_165_53_7.png new file mode 100644 index 0000000..c848fa7 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1103+5322/SDSSJ1103+5322_165_53_7.png differ diff --git a/old_website/LDT_SN/SDSSJ1103+5322/SDSSJ1103+5322_165_53_8.png b/old_website/LDT_SN/SDSSJ1103+5322/SDSSJ1103+5322_165_53_8.png new file mode 100644 index 0000000..2465907 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1103+5322/SDSSJ1103+5322_165_53_8.png differ diff --git a/old_website/LDT_SN/SDSSJ1103+5322/SDSSJ1103+5322_165_53_9.png b/old_website/LDT_SN/SDSSJ1103+5322/SDSSJ1103+5322_165_53_9.png new file mode 100644 index 0000000..9330ecd Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1103+5322/SDSSJ1103+5322_165_53_9.png differ diff --git a/old_website/LDT_SN/SDSSJ1103+5322/SDSSJ1103+5322_full_image.png b/old_website/LDT_SN/SDSSJ1103+5322/SDSSJ1103+5322_full_image.png new file mode 100644 index 0000000..2e3c894 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1103+5322/SDSSJ1103+5322_full_image.png differ diff --git a/old_website/LDT_SN/SDSSJ1112+0826/SDSSJ1112+0826.html b/old_website/LDT_SN/SDSSJ1112+0826/SDSSJ1112+0826.html new file mode 100644 index 0000000..f489a67 --- /dev/null +++ b/old_website/LDT_SN/SDSSJ1112+0826/SDSSJ1112+0826.html @@ -0,0 +1,18 @@ + + + + SDSSJ1112+0826 + + +

SDSSJ1112+0826

+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/SDSSJ1112+0826/SDSSJ1112+0826_168_8_0.png b/old_website/LDT_SN/SDSSJ1112+0826/SDSSJ1112+0826_168_8_0.png new file mode 100644 index 0000000..1eb4d66 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1112+0826/SDSSJ1112+0826_168_8_0.png differ diff --git a/old_website/LDT_SN/SDSSJ1112+0826/SDSSJ1112+0826_168_8_1.png b/old_website/LDT_SN/SDSSJ1112+0826/SDSSJ1112+0826_168_8_1.png new file mode 100644 index 0000000..14b5bab Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1112+0826/SDSSJ1112+0826_168_8_1.png differ diff --git a/old_website/LDT_SN/SDSSJ1112+0826/SDSSJ1112+0826_168_8_2.png b/old_website/LDT_SN/SDSSJ1112+0826/SDSSJ1112+0826_168_8_2.png new file mode 100644 index 0000000..ddee7b4 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1112+0826/SDSSJ1112+0826_168_8_2.png differ diff --git a/old_website/LDT_SN/SDSSJ1112+0826/SDSSJ1112+0826_168_8_3.png b/old_website/LDT_SN/SDSSJ1112+0826/SDSSJ1112+0826_168_8_3.png new file mode 100644 index 0000000..4d58012 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1112+0826/SDSSJ1112+0826_168_8_3.png differ diff --git a/old_website/LDT_SN/SDSSJ1112+0826/SDSSJ1112+0826_168_8_4.png b/old_website/LDT_SN/SDSSJ1112+0826/SDSSJ1112+0826_168_8_4.png new file mode 100644 index 0000000..fda4379 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1112+0826/SDSSJ1112+0826_168_8_4.png differ diff --git a/old_website/LDT_SN/SDSSJ1112+0826/SDSSJ1112+0826_full_image.png b/old_website/LDT_SN/SDSSJ1112+0826/SDSSJ1112+0826_full_image.png new file mode 100644 index 0000000..9d88bdf Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1112+0826/SDSSJ1112+0826_full_image.png differ diff --git a/old_website/LDT_SN/SDSSJ1234-0241/SDSSJ1234-0241.html b/old_website/LDT_SN/SDSSJ1234-0241/SDSSJ1234-0241.html new file mode 100644 index 0000000..a7ded4f --- /dev/null +++ b/old_website/LDT_SN/SDSSJ1234-0241/SDSSJ1234-0241.html @@ -0,0 +1,42 @@ + + + + SDSSJ1234-0241 + + +

SDSSJ1234-0241

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/SDSSJ1234-0241/SDSSJ1234-0241_188_-2_0.png b/old_website/LDT_SN/SDSSJ1234-0241/SDSSJ1234-0241_188_-2_0.png new file mode 100644 index 0000000..fa28e6f Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1234-0241/SDSSJ1234-0241_188_-2_0.png differ diff --git a/old_website/LDT_SN/SDSSJ1234-0241/SDSSJ1234-0241_188_-2_1.png b/old_website/LDT_SN/SDSSJ1234-0241/SDSSJ1234-0241_188_-2_1.png new file mode 100644 index 0000000..ab09489 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1234-0241/SDSSJ1234-0241_188_-2_1.png differ diff --git a/old_website/LDT_SN/SDSSJ1234-0241/SDSSJ1234-0241_188_-2_2.png b/old_website/LDT_SN/SDSSJ1234-0241/SDSSJ1234-0241_188_-2_2.png new file mode 100644 index 0000000..be1efea Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1234-0241/SDSSJ1234-0241_188_-2_2.png differ diff --git a/old_website/LDT_SN/SDSSJ1234-0241/SDSSJ1234-0241_188_-2_3.png b/old_website/LDT_SN/SDSSJ1234-0241/SDSSJ1234-0241_188_-2_3.png new file mode 100644 index 0000000..0edf6bf Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1234-0241/SDSSJ1234-0241_188_-2_3.png differ diff --git a/old_website/LDT_SN/SDSSJ1234-0241/SDSSJ1234-0241_188_-2_4.png b/old_website/LDT_SN/SDSSJ1234-0241/SDSSJ1234-0241_188_-2_4.png new file mode 100644 index 0000000..b0e7c50 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1234-0241/SDSSJ1234-0241_188_-2_4.png differ diff --git a/old_website/LDT_SN/SDSSJ1234-0241/SDSSJ1234-0241_188_-2_5.png b/old_website/LDT_SN/SDSSJ1234-0241/SDSSJ1234-0241_188_-2_5.png new file mode 100644 index 0000000..c4bdfd2 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1234-0241/SDSSJ1234-0241_188_-2_5.png differ diff --git a/old_website/LDT_SN/SDSSJ1234-0241/SDSSJ1234-0241_188_-2_6.png b/old_website/LDT_SN/SDSSJ1234-0241/SDSSJ1234-0241_188_-2_6.png new file mode 100644 index 0000000..527b83a Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1234-0241/SDSSJ1234-0241_188_-2_6.png differ diff --git a/old_website/LDT_SN/SDSSJ1234-0241/SDSSJ1234-0241_188_-2_7.png b/old_website/LDT_SN/SDSSJ1234-0241/SDSSJ1234-0241_188_-2_7.png new file mode 100644 index 0000000..7598ea6 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1234-0241/SDSSJ1234-0241_188_-2_7.png differ diff --git a/old_website/LDT_SN/SDSSJ1234-0241/SDSSJ1234-0241_188_-2_8.png b/old_website/LDT_SN/SDSSJ1234-0241/SDSSJ1234-0241_188_-2_8.png new file mode 100644 index 0000000..fd04962 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1234-0241/SDSSJ1234-0241_188_-2_8.png differ diff --git a/old_website/LDT_SN/SDSSJ1234-0241/SDSSJ1234-0241_188_-2_9.png b/old_website/LDT_SN/SDSSJ1234-0241/SDSSJ1234-0241_188_-2_9.png new file mode 100644 index 0000000..93a8985 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1234-0241/SDSSJ1234-0241_188_-2_9.png differ diff --git a/old_website/LDT_SN/SDSSJ1234-0241/SDSSJ1234-0241_full_image.png b/old_website/LDT_SN/SDSSJ1234-0241/SDSSJ1234-0241_full_image.png new file mode 100644 index 0000000..15b2513 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1234-0241/SDSSJ1234-0241_full_image.png differ diff --git a/old_website/LDT_SN/SDSSJ1250+0523/SDSSJ1250+0523.html b/old_website/LDT_SN/SDSSJ1250+0523/SDSSJ1250+0523.html new file mode 100644 index 0000000..dfbe708 --- /dev/null +++ b/old_website/LDT_SN/SDSSJ1250+0523/SDSSJ1250+0523.html @@ -0,0 +1,54 @@ + + + + SDSSJ1250+0523 + + +

SDSSJ1250+0523

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/SDSSJ1250+0523/SDSSJ1250+0523_192_5_0.png b/old_website/LDT_SN/SDSSJ1250+0523/SDSSJ1250+0523_192_5_0.png new file mode 100644 index 0000000..3e6bcc1 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1250+0523/SDSSJ1250+0523_192_5_0.png differ diff --git a/old_website/LDT_SN/SDSSJ1250+0523/SDSSJ1250+0523_192_5_1.png b/old_website/LDT_SN/SDSSJ1250+0523/SDSSJ1250+0523_192_5_1.png new file mode 100644 index 0000000..6e6ebd0 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1250+0523/SDSSJ1250+0523_192_5_1.png differ diff --git a/old_website/LDT_SN/SDSSJ1250+0523/SDSSJ1250+0523_192_5_10.png b/old_website/LDT_SN/SDSSJ1250+0523/SDSSJ1250+0523_192_5_10.png new file mode 100644 index 0000000..bd8cdac Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1250+0523/SDSSJ1250+0523_192_5_10.png differ diff --git a/old_website/LDT_SN/SDSSJ1250+0523/SDSSJ1250+0523_192_5_11.png b/old_website/LDT_SN/SDSSJ1250+0523/SDSSJ1250+0523_192_5_11.png new file mode 100644 index 0000000..365786b Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1250+0523/SDSSJ1250+0523_192_5_11.png differ diff --git a/old_website/LDT_SN/SDSSJ1250+0523/SDSSJ1250+0523_192_5_12.png b/old_website/LDT_SN/SDSSJ1250+0523/SDSSJ1250+0523_192_5_12.png new file mode 100644 index 0000000..5016a1c Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1250+0523/SDSSJ1250+0523_192_5_12.png differ diff --git a/old_website/LDT_SN/SDSSJ1250+0523/SDSSJ1250+0523_192_5_13.png b/old_website/LDT_SN/SDSSJ1250+0523/SDSSJ1250+0523_192_5_13.png new file mode 100644 index 0000000..7f9fcde Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1250+0523/SDSSJ1250+0523_192_5_13.png differ diff --git a/old_website/LDT_SN/SDSSJ1250+0523/SDSSJ1250+0523_192_5_2.png b/old_website/LDT_SN/SDSSJ1250+0523/SDSSJ1250+0523_192_5_2.png new file mode 100644 index 0000000..bab3c86 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1250+0523/SDSSJ1250+0523_192_5_2.png differ diff --git a/old_website/LDT_SN/SDSSJ1250+0523/SDSSJ1250+0523_192_5_3.png b/old_website/LDT_SN/SDSSJ1250+0523/SDSSJ1250+0523_192_5_3.png new file mode 100644 index 0000000..ca9e841 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1250+0523/SDSSJ1250+0523_192_5_3.png differ diff --git a/old_website/LDT_SN/SDSSJ1250+0523/SDSSJ1250+0523_192_5_4.png b/old_website/LDT_SN/SDSSJ1250+0523/SDSSJ1250+0523_192_5_4.png new file mode 100644 index 0000000..a691571 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1250+0523/SDSSJ1250+0523_192_5_4.png differ diff --git a/old_website/LDT_SN/SDSSJ1250+0523/SDSSJ1250+0523_192_5_5.png b/old_website/LDT_SN/SDSSJ1250+0523/SDSSJ1250+0523_192_5_5.png new file mode 100644 index 0000000..1d7f850 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1250+0523/SDSSJ1250+0523_192_5_5.png differ diff --git a/old_website/LDT_SN/SDSSJ1250+0523/SDSSJ1250+0523_192_5_6.png b/old_website/LDT_SN/SDSSJ1250+0523/SDSSJ1250+0523_192_5_6.png new file mode 100644 index 0000000..2dea01d Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1250+0523/SDSSJ1250+0523_192_5_6.png differ diff --git a/old_website/LDT_SN/SDSSJ1250+0523/SDSSJ1250+0523_192_5_7.png b/old_website/LDT_SN/SDSSJ1250+0523/SDSSJ1250+0523_192_5_7.png new file mode 100644 index 0000000..6efd015 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1250+0523/SDSSJ1250+0523_192_5_7.png differ diff --git a/old_website/LDT_SN/SDSSJ1250+0523/SDSSJ1250+0523_192_5_8.png b/old_website/LDT_SN/SDSSJ1250+0523/SDSSJ1250+0523_192_5_8.png new file mode 100644 index 0000000..7af6223 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1250+0523/SDSSJ1250+0523_192_5_8.png differ diff --git a/old_website/LDT_SN/SDSSJ1250+0523/SDSSJ1250+0523_192_5_9.png b/old_website/LDT_SN/SDSSJ1250+0523/SDSSJ1250+0523_192_5_9.png new file mode 100644 index 0000000..86a8100 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1250+0523/SDSSJ1250+0523_192_5_9.png differ diff --git a/old_website/LDT_SN/SDSSJ1250+0523/SDSSJ1250+0523_full_image.png b/old_website/LDT_SN/SDSSJ1250+0523/SDSSJ1250+0523_full_image.png new file mode 100644 index 0000000..d04c5e1 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1250+0523/SDSSJ1250+0523_full_image.png differ diff --git a/old_website/LDT_SN/SDSSJ1251-0208/SDSSJ1251-0208.html b/old_website/LDT_SN/SDSSJ1251-0208/SDSSJ1251-0208.html new file mode 100644 index 0000000..7cb21b5 --- /dev/null +++ b/old_website/LDT_SN/SDSSJ1251-0208/SDSSJ1251-0208.html @@ -0,0 +1,36 @@ + + + + SDSSJ1251-0208 + + +

SDSSJ1251-0208

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/SDSSJ1251-0208/SDSSJ1251-0208_192_-2_0.png b/old_website/LDT_SN/SDSSJ1251-0208/SDSSJ1251-0208_192_-2_0.png new file mode 100644 index 0000000..9efe43b Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1251-0208/SDSSJ1251-0208_192_-2_0.png differ diff --git a/old_website/LDT_SN/SDSSJ1251-0208/SDSSJ1251-0208_192_-2_1.png b/old_website/LDT_SN/SDSSJ1251-0208/SDSSJ1251-0208_192_-2_1.png new file mode 100644 index 0000000..bb74229 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1251-0208/SDSSJ1251-0208_192_-2_1.png differ diff --git a/old_website/LDT_SN/SDSSJ1251-0208/SDSSJ1251-0208_192_-2_2.png b/old_website/LDT_SN/SDSSJ1251-0208/SDSSJ1251-0208_192_-2_2.png new file mode 100644 index 0000000..cd79281 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1251-0208/SDSSJ1251-0208_192_-2_2.png differ diff --git a/old_website/LDT_SN/SDSSJ1251-0208/SDSSJ1251-0208_192_-2_3.png b/old_website/LDT_SN/SDSSJ1251-0208/SDSSJ1251-0208_192_-2_3.png new file mode 100644 index 0000000..435d181 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1251-0208/SDSSJ1251-0208_192_-2_3.png differ diff --git a/old_website/LDT_SN/SDSSJ1251-0208/SDSSJ1251-0208_192_-2_4.png b/old_website/LDT_SN/SDSSJ1251-0208/SDSSJ1251-0208_192_-2_4.png new file mode 100644 index 0000000..383502c Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1251-0208/SDSSJ1251-0208_192_-2_4.png differ diff --git a/old_website/LDT_SN/SDSSJ1251-0208/SDSSJ1251-0208_192_-2_5.png b/old_website/LDT_SN/SDSSJ1251-0208/SDSSJ1251-0208_192_-2_5.png new file mode 100644 index 0000000..505b95a Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1251-0208/SDSSJ1251-0208_192_-2_5.png differ diff --git a/old_website/LDT_SN/SDSSJ1251-0208/SDSSJ1251-0208_192_-2_6.png b/old_website/LDT_SN/SDSSJ1251-0208/SDSSJ1251-0208_192_-2_6.png new file mode 100644 index 0000000..9da527c Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1251-0208/SDSSJ1251-0208_192_-2_6.png differ diff --git a/old_website/LDT_SN/SDSSJ1251-0208/SDSSJ1251-0208_192_-2_7.png b/old_website/LDT_SN/SDSSJ1251-0208/SDSSJ1251-0208_192_-2_7.png new file mode 100644 index 0000000..849c737 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1251-0208/SDSSJ1251-0208_192_-2_7.png differ diff --git a/old_website/LDT_SN/SDSSJ1251-0208/SDSSJ1251-0208_full_image.png b/old_website/LDT_SN/SDSSJ1251-0208/SDSSJ1251-0208_full_image.png new file mode 100644 index 0000000..9cbea47 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1251-0208/SDSSJ1251-0208_full_image.png differ diff --git a/old_website/LDT_SN/SDSSJ1319+1504/SDSSJ1319+1504.html b/old_website/LDT_SN/SDSSJ1319+1504/SDSSJ1319+1504.html new file mode 100644 index 0000000..1cd32bc --- /dev/null +++ b/old_website/LDT_SN/SDSSJ1319+1504/SDSSJ1319+1504.html @@ -0,0 +1,33 @@ + + + + SDSSJ1319+1504 + + +

SDSSJ1319+1504

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/SDSSJ1319+1504/SDSSJ1319+1504_199_15_0.png b/old_website/LDT_SN/SDSSJ1319+1504/SDSSJ1319+1504_199_15_0.png new file mode 100644 index 0000000..d6d9136 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1319+1504/SDSSJ1319+1504_199_15_0.png differ diff --git a/old_website/LDT_SN/SDSSJ1319+1504/SDSSJ1319+1504_199_15_1.png b/old_website/LDT_SN/SDSSJ1319+1504/SDSSJ1319+1504_199_15_1.png new file mode 100644 index 0000000..689947d Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1319+1504/SDSSJ1319+1504_199_15_1.png differ diff --git a/old_website/LDT_SN/SDSSJ1319+1504/SDSSJ1319+1504_199_15_2.png b/old_website/LDT_SN/SDSSJ1319+1504/SDSSJ1319+1504_199_15_2.png new file mode 100644 index 0000000..db12929 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1319+1504/SDSSJ1319+1504_199_15_2.png differ diff --git a/old_website/LDT_SN/SDSSJ1319+1504/SDSSJ1319+1504_199_15_3.png b/old_website/LDT_SN/SDSSJ1319+1504/SDSSJ1319+1504_199_15_3.png new file mode 100644 index 0000000..553acb0 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1319+1504/SDSSJ1319+1504_199_15_3.png differ diff --git a/old_website/LDT_SN/SDSSJ1319+1504/SDSSJ1319+1504_199_15_4.png b/old_website/LDT_SN/SDSSJ1319+1504/SDSSJ1319+1504_199_15_4.png new file mode 100644 index 0000000..b2e3446 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1319+1504/SDSSJ1319+1504_199_15_4.png differ diff --git a/old_website/LDT_SN/SDSSJ1319+1504/SDSSJ1319+1504_199_15_5.png b/old_website/LDT_SN/SDSSJ1319+1504/SDSSJ1319+1504_199_15_5.png new file mode 100644 index 0000000..567ee89 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1319+1504/SDSSJ1319+1504_199_15_5.png differ diff --git a/old_website/LDT_SN/SDSSJ1319+1504/SDSSJ1319+1504_199_15_6.png b/old_website/LDT_SN/SDSSJ1319+1504/SDSSJ1319+1504_199_15_6.png new file mode 100644 index 0000000..4d19984 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1319+1504/SDSSJ1319+1504_199_15_6.png differ diff --git a/old_website/LDT_SN/SDSSJ1319+1504/SDSSJ1319+1504_full_image.png b/old_website/LDT_SN/SDSSJ1319+1504/SDSSJ1319+1504_full_image.png new file mode 100644 index 0000000..dab64fc Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1319+1504/SDSSJ1319+1504_full_image.png differ diff --git a/old_website/LDT_SN/SDSSJ1337+3620/SDSSJ1337+3620.html b/old_website/LDT_SN/SDSSJ1337+3620/SDSSJ1337+3620.html new file mode 100644 index 0000000..b8da09b --- /dev/null +++ b/old_website/LDT_SN/SDSSJ1337+3620/SDSSJ1337+3620.html @@ -0,0 +1,36 @@ + + + + SDSSJ1337+3620 + + +

SDSSJ1337+3620

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/SDSSJ1337+3620/SDSSJ1337+3620_204_36_0.png b/old_website/LDT_SN/SDSSJ1337+3620/SDSSJ1337+3620_204_36_0.png new file mode 100644 index 0000000..d67f994 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1337+3620/SDSSJ1337+3620_204_36_0.png differ diff --git a/old_website/LDT_SN/SDSSJ1337+3620/SDSSJ1337+3620_204_36_1.png b/old_website/LDT_SN/SDSSJ1337+3620/SDSSJ1337+3620_204_36_1.png new file mode 100644 index 0000000..985e771 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1337+3620/SDSSJ1337+3620_204_36_1.png differ diff --git a/old_website/LDT_SN/SDSSJ1337+3620/SDSSJ1337+3620_204_36_2.png b/old_website/LDT_SN/SDSSJ1337+3620/SDSSJ1337+3620_204_36_2.png new file mode 100644 index 0000000..e0c3029 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1337+3620/SDSSJ1337+3620_204_36_2.png differ diff --git a/old_website/LDT_SN/SDSSJ1337+3620/SDSSJ1337+3620_204_36_3.png b/old_website/LDT_SN/SDSSJ1337+3620/SDSSJ1337+3620_204_36_3.png new file mode 100644 index 0000000..3498a02 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1337+3620/SDSSJ1337+3620_204_36_3.png differ diff --git a/old_website/LDT_SN/SDSSJ1337+3620/SDSSJ1337+3620_204_36_4.png b/old_website/LDT_SN/SDSSJ1337+3620/SDSSJ1337+3620_204_36_4.png new file mode 100644 index 0000000..ef1eaff Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1337+3620/SDSSJ1337+3620_204_36_4.png differ diff --git a/old_website/LDT_SN/SDSSJ1337+3620/SDSSJ1337+3620_204_36_5.png b/old_website/LDT_SN/SDSSJ1337+3620/SDSSJ1337+3620_204_36_5.png new file mode 100644 index 0000000..63444c8 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1337+3620/SDSSJ1337+3620_204_36_5.png differ diff --git a/old_website/LDT_SN/SDSSJ1337+3620/SDSSJ1337+3620_204_36_6.png b/old_website/LDT_SN/SDSSJ1337+3620/SDSSJ1337+3620_204_36_6.png new file mode 100644 index 0000000..6d8418f Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1337+3620/SDSSJ1337+3620_204_36_6.png differ diff --git a/old_website/LDT_SN/SDSSJ1337+3620/SDSSJ1337+3620_204_36_7.png b/old_website/LDT_SN/SDSSJ1337+3620/SDSSJ1337+3620_204_36_7.png new file mode 100644 index 0000000..1bcc330 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1337+3620/SDSSJ1337+3620_204_36_7.png differ diff --git a/old_website/LDT_SN/SDSSJ1337+3620/SDSSJ1337+3620_full_image.png b/old_website/LDT_SN/SDSSJ1337+3620/SDSSJ1337+3620_full_image.png new file mode 100644 index 0000000..3bd89f1 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1337+3620/SDSSJ1337+3620_full_image.png differ diff --git a/old_website/LDT_SN/SDSSJ1349+3612/SDSSJ1349+3612.html b/old_website/LDT_SN/SDSSJ1349+3612/SDSSJ1349+3612.html new file mode 100644 index 0000000..a7fd141 --- /dev/null +++ b/old_website/LDT_SN/SDSSJ1349+3612/SDSSJ1349+3612.html @@ -0,0 +1,39 @@ + + + + SDSSJ1349+3612 + + +

SDSSJ1349+3612

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/SDSSJ1349+3612/SDSSJ1349+3612_207_36_0.png b/old_website/LDT_SN/SDSSJ1349+3612/SDSSJ1349+3612_207_36_0.png new file mode 100644 index 0000000..9e43bc8 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1349+3612/SDSSJ1349+3612_207_36_0.png differ diff --git a/old_website/LDT_SN/SDSSJ1349+3612/SDSSJ1349+3612_207_36_1.png b/old_website/LDT_SN/SDSSJ1349+3612/SDSSJ1349+3612_207_36_1.png new file mode 100644 index 0000000..8b14069 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1349+3612/SDSSJ1349+3612_207_36_1.png differ diff --git a/old_website/LDT_SN/SDSSJ1349+3612/SDSSJ1349+3612_207_36_2.png b/old_website/LDT_SN/SDSSJ1349+3612/SDSSJ1349+3612_207_36_2.png new file mode 100644 index 0000000..2408fb5 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1349+3612/SDSSJ1349+3612_207_36_2.png differ diff --git a/old_website/LDT_SN/SDSSJ1349+3612/SDSSJ1349+3612_207_36_3.png b/old_website/LDT_SN/SDSSJ1349+3612/SDSSJ1349+3612_207_36_3.png new file mode 100644 index 0000000..766cbbb Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1349+3612/SDSSJ1349+3612_207_36_3.png differ diff --git a/old_website/LDT_SN/SDSSJ1349+3612/SDSSJ1349+3612_207_36_4.png b/old_website/LDT_SN/SDSSJ1349+3612/SDSSJ1349+3612_207_36_4.png new file mode 100644 index 0000000..4cebc87 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1349+3612/SDSSJ1349+3612_207_36_4.png differ diff --git a/old_website/LDT_SN/SDSSJ1349+3612/SDSSJ1349+3612_207_36_5.png b/old_website/LDT_SN/SDSSJ1349+3612/SDSSJ1349+3612_207_36_5.png new file mode 100644 index 0000000..319f142 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1349+3612/SDSSJ1349+3612_207_36_5.png differ diff --git a/old_website/LDT_SN/SDSSJ1349+3612/SDSSJ1349+3612_207_36_6.png b/old_website/LDT_SN/SDSSJ1349+3612/SDSSJ1349+3612_207_36_6.png new file mode 100644 index 0000000..06fe520 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1349+3612/SDSSJ1349+3612_207_36_6.png differ diff --git a/old_website/LDT_SN/SDSSJ1349+3612/SDSSJ1349+3612_207_36_7.png b/old_website/LDT_SN/SDSSJ1349+3612/SDSSJ1349+3612_207_36_7.png new file mode 100644 index 0000000..3763e1a Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1349+3612/SDSSJ1349+3612_207_36_7.png differ diff --git a/old_website/LDT_SN/SDSSJ1349+3612/SDSSJ1349+3612_207_36_8.png b/old_website/LDT_SN/SDSSJ1349+3612/SDSSJ1349+3612_207_36_8.png new file mode 100644 index 0000000..5a0fff6 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1349+3612/SDSSJ1349+3612_207_36_8.png differ diff --git a/old_website/LDT_SN/SDSSJ1349+3612/SDSSJ1349+3612_full_image.png b/old_website/LDT_SN/SDSSJ1349+3612/SDSSJ1349+3612_full_image.png new file mode 100644 index 0000000..6556b0a Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1349+3612/SDSSJ1349+3612_full_image.png differ diff --git a/old_website/LDT_SN/SDSSJ1352+3216/SDSSJ1352+3216.html b/old_website/LDT_SN/SDSSJ1352+3216/SDSSJ1352+3216.html new file mode 100644 index 0000000..cf6207d --- /dev/null +++ b/old_website/LDT_SN/SDSSJ1352+3216/SDSSJ1352+3216.html @@ -0,0 +1,30 @@ + + + + SDSSJ1352+3216 + + +

SDSSJ1352+3216

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/SDSSJ1352+3216/SDSSJ1352+3216_208_32_0.png b/old_website/LDT_SN/SDSSJ1352+3216/SDSSJ1352+3216_208_32_0.png new file mode 100644 index 0000000..fded914 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1352+3216/SDSSJ1352+3216_208_32_0.png differ diff --git a/old_website/LDT_SN/SDSSJ1352+3216/SDSSJ1352+3216_208_32_1.png b/old_website/LDT_SN/SDSSJ1352+3216/SDSSJ1352+3216_208_32_1.png new file mode 100644 index 0000000..5d6f992 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1352+3216/SDSSJ1352+3216_208_32_1.png differ diff --git a/old_website/LDT_SN/SDSSJ1352+3216/SDSSJ1352+3216_208_32_2.png b/old_website/LDT_SN/SDSSJ1352+3216/SDSSJ1352+3216_208_32_2.png new file mode 100644 index 0000000..7045660 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1352+3216/SDSSJ1352+3216_208_32_2.png differ diff --git a/old_website/LDT_SN/SDSSJ1352+3216/SDSSJ1352+3216_208_32_3.png b/old_website/LDT_SN/SDSSJ1352+3216/SDSSJ1352+3216_208_32_3.png new file mode 100644 index 0000000..2ae828a Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1352+3216/SDSSJ1352+3216_208_32_3.png differ diff --git a/old_website/LDT_SN/SDSSJ1352+3216/SDSSJ1352+3216_208_32_4.png b/old_website/LDT_SN/SDSSJ1352+3216/SDSSJ1352+3216_208_32_4.png new file mode 100644 index 0000000..38bfb84 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1352+3216/SDSSJ1352+3216_208_32_4.png differ diff --git a/old_website/LDT_SN/SDSSJ1352+3216/SDSSJ1352+3216_208_32_5.png b/old_website/LDT_SN/SDSSJ1352+3216/SDSSJ1352+3216_208_32_5.png new file mode 100644 index 0000000..d9c4ab2 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1352+3216/SDSSJ1352+3216_208_32_5.png differ diff --git a/old_website/LDT_SN/SDSSJ1352+3216/SDSSJ1352+3216_full_image.png b/old_website/LDT_SN/SDSSJ1352+3216/SDSSJ1352+3216_full_image.png new file mode 100644 index 0000000..85d5670 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1352+3216/SDSSJ1352+3216_full_image.png differ diff --git a/old_website/LDT_SN/SDSSJ1402+6321/SDSSJ1402+6321.html b/old_website/LDT_SN/SDSSJ1402+6321/SDSSJ1402+6321.html new file mode 100644 index 0000000..5d40d36 --- /dev/null +++ b/old_website/LDT_SN/SDSSJ1402+6321/SDSSJ1402+6321.html @@ -0,0 +1,42 @@ + + + + SDSSJ1402+6321 + + +

SDSSJ1402+6321

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/SDSSJ1402+6321/SDSSJ1402+6321_210_63_0.png b/old_website/LDT_SN/SDSSJ1402+6321/SDSSJ1402+6321_210_63_0.png new file mode 100644 index 0000000..8e921e0 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1402+6321/SDSSJ1402+6321_210_63_0.png differ diff --git a/old_website/LDT_SN/SDSSJ1402+6321/SDSSJ1402+6321_210_63_1.png b/old_website/LDT_SN/SDSSJ1402+6321/SDSSJ1402+6321_210_63_1.png new file mode 100644 index 0000000..47ad9fe Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1402+6321/SDSSJ1402+6321_210_63_1.png differ diff --git a/old_website/LDT_SN/SDSSJ1402+6321/SDSSJ1402+6321_210_63_2.png b/old_website/LDT_SN/SDSSJ1402+6321/SDSSJ1402+6321_210_63_2.png new file mode 100644 index 0000000..f8a2d18 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1402+6321/SDSSJ1402+6321_210_63_2.png differ diff --git a/old_website/LDT_SN/SDSSJ1402+6321/SDSSJ1402+6321_210_63_3.png b/old_website/LDT_SN/SDSSJ1402+6321/SDSSJ1402+6321_210_63_3.png new file mode 100644 index 0000000..fa8d776 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1402+6321/SDSSJ1402+6321_210_63_3.png differ diff --git a/old_website/LDT_SN/SDSSJ1402+6321/SDSSJ1402+6321_210_63_4.png b/old_website/LDT_SN/SDSSJ1402+6321/SDSSJ1402+6321_210_63_4.png new file mode 100644 index 0000000..e743e4f Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1402+6321/SDSSJ1402+6321_210_63_4.png differ diff --git a/old_website/LDT_SN/SDSSJ1402+6321/SDSSJ1402+6321_210_63_5.png b/old_website/LDT_SN/SDSSJ1402+6321/SDSSJ1402+6321_210_63_5.png new file mode 100644 index 0000000..a29d91d Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1402+6321/SDSSJ1402+6321_210_63_5.png differ diff --git a/old_website/LDT_SN/SDSSJ1402+6321/SDSSJ1402+6321_210_63_6.png b/old_website/LDT_SN/SDSSJ1402+6321/SDSSJ1402+6321_210_63_6.png new file mode 100644 index 0000000..3170f70 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1402+6321/SDSSJ1402+6321_210_63_6.png differ diff --git a/old_website/LDT_SN/SDSSJ1402+6321/SDSSJ1402+6321_210_63_7.png b/old_website/LDT_SN/SDSSJ1402+6321/SDSSJ1402+6321_210_63_7.png new file mode 100644 index 0000000..70347c2 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1402+6321/SDSSJ1402+6321_210_63_7.png differ diff --git a/old_website/LDT_SN/SDSSJ1402+6321/SDSSJ1402+6321_210_63_8.png b/old_website/LDT_SN/SDSSJ1402+6321/SDSSJ1402+6321_210_63_8.png new file mode 100644 index 0000000..99e9cc3 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1402+6321/SDSSJ1402+6321_210_63_8.png differ diff --git a/old_website/LDT_SN/SDSSJ1402+6321/SDSSJ1402+6321_210_63_9.png b/old_website/LDT_SN/SDSSJ1402+6321/SDSSJ1402+6321_210_63_9.png new file mode 100644 index 0000000..bca83c2 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1402+6321/SDSSJ1402+6321_210_63_9.png differ diff --git a/old_website/LDT_SN/SDSSJ1402+6321/SDSSJ1402+6321_full_image.png b/old_website/LDT_SN/SDSSJ1402+6321/SDSSJ1402+6321_full_image.png new file mode 100644 index 0000000..c6a4c43 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1402+6321/SDSSJ1402+6321_full_image.png differ diff --git a/old_website/LDT_SN/SDSSJ1416+5136/SDSSJ1416+5136.html b/old_website/LDT_SN/SDSSJ1416+5136/SDSSJ1416+5136.html new file mode 100644 index 0000000..6554e7a --- /dev/null +++ b/old_website/LDT_SN/SDSSJ1416+5136/SDSSJ1416+5136.html @@ -0,0 +1,33 @@ + + + + SDSSJ1416+5136 + + +

SDSSJ1416+5136

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/SDSSJ1416+5136/SDSSJ1416+5136_214_51_0.png b/old_website/LDT_SN/SDSSJ1416+5136/SDSSJ1416+5136_214_51_0.png new file mode 100644 index 0000000..92ccb76 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1416+5136/SDSSJ1416+5136_214_51_0.png differ diff --git a/old_website/LDT_SN/SDSSJ1416+5136/SDSSJ1416+5136_214_51_1.png b/old_website/LDT_SN/SDSSJ1416+5136/SDSSJ1416+5136_214_51_1.png new file mode 100644 index 0000000..60fdd5a Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1416+5136/SDSSJ1416+5136_214_51_1.png differ diff --git a/old_website/LDT_SN/SDSSJ1416+5136/SDSSJ1416+5136_214_51_2.png b/old_website/LDT_SN/SDSSJ1416+5136/SDSSJ1416+5136_214_51_2.png new file mode 100644 index 0000000..b3da1f4 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1416+5136/SDSSJ1416+5136_214_51_2.png differ diff --git a/old_website/LDT_SN/SDSSJ1416+5136/SDSSJ1416+5136_214_51_3.png b/old_website/LDT_SN/SDSSJ1416+5136/SDSSJ1416+5136_214_51_3.png new file mode 100644 index 0000000..645db74 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1416+5136/SDSSJ1416+5136_214_51_3.png differ diff --git a/old_website/LDT_SN/SDSSJ1416+5136/SDSSJ1416+5136_214_51_4.png b/old_website/LDT_SN/SDSSJ1416+5136/SDSSJ1416+5136_214_51_4.png new file mode 100644 index 0000000..5b5c00f Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1416+5136/SDSSJ1416+5136_214_51_4.png differ diff --git a/old_website/LDT_SN/SDSSJ1416+5136/SDSSJ1416+5136_214_51_5.png b/old_website/LDT_SN/SDSSJ1416+5136/SDSSJ1416+5136_214_51_5.png new file mode 100644 index 0000000..a1f5c42 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1416+5136/SDSSJ1416+5136_214_51_5.png differ diff --git a/old_website/LDT_SN/SDSSJ1416+5136/SDSSJ1416+5136_214_51_6.png b/old_website/LDT_SN/SDSSJ1416+5136/SDSSJ1416+5136_214_51_6.png new file mode 100644 index 0000000..5c019d5 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1416+5136/SDSSJ1416+5136_214_51_6.png differ diff --git a/old_website/LDT_SN/SDSSJ1416+5136/SDSSJ1416+5136_full_image.png b/old_website/LDT_SN/SDSSJ1416+5136/SDSSJ1416+5136_full_image.png new file mode 100644 index 0000000..4b2a3c8 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1416+5136/SDSSJ1416+5136_full_image.png differ diff --git a/old_website/LDT_SN/SDSSJ1420+6019/SDSSJ1420+6019.html b/old_website/LDT_SN/SDSSJ1420+6019/SDSSJ1420+6019.html new file mode 100644 index 0000000..fafba7d --- /dev/null +++ b/old_website/LDT_SN/SDSSJ1420+6019/SDSSJ1420+6019.html @@ -0,0 +1,42 @@ + + + + SDSSJ1420+6019 + + +

SDSSJ1420+6019

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/SDSSJ1420+6019/SDSSJ1420+6019_215_60_0.png b/old_website/LDT_SN/SDSSJ1420+6019/SDSSJ1420+6019_215_60_0.png new file mode 100644 index 0000000..02d3cc4 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1420+6019/SDSSJ1420+6019_215_60_0.png differ diff --git a/old_website/LDT_SN/SDSSJ1420+6019/SDSSJ1420+6019_215_60_1.png b/old_website/LDT_SN/SDSSJ1420+6019/SDSSJ1420+6019_215_60_1.png new file mode 100644 index 0000000..3af3d2a Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1420+6019/SDSSJ1420+6019_215_60_1.png differ diff --git a/old_website/LDT_SN/SDSSJ1420+6019/SDSSJ1420+6019_215_60_2.png b/old_website/LDT_SN/SDSSJ1420+6019/SDSSJ1420+6019_215_60_2.png new file mode 100644 index 0000000..de20e19 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1420+6019/SDSSJ1420+6019_215_60_2.png differ diff --git a/old_website/LDT_SN/SDSSJ1420+6019/SDSSJ1420+6019_215_60_3.png b/old_website/LDT_SN/SDSSJ1420+6019/SDSSJ1420+6019_215_60_3.png new file mode 100644 index 0000000..2524d67 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1420+6019/SDSSJ1420+6019_215_60_3.png differ diff --git a/old_website/LDT_SN/SDSSJ1420+6019/SDSSJ1420+6019_215_60_4.png b/old_website/LDT_SN/SDSSJ1420+6019/SDSSJ1420+6019_215_60_4.png new file mode 100644 index 0000000..5df7fba Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1420+6019/SDSSJ1420+6019_215_60_4.png differ diff --git a/old_website/LDT_SN/SDSSJ1420+6019/SDSSJ1420+6019_215_60_5.png b/old_website/LDT_SN/SDSSJ1420+6019/SDSSJ1420+6019_215_60_5.png new file mode 100644 index 0000000..9c9cd90 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1420+6019/SDSSJ1420+6019_215_60_5.png differ diff --git a/old_website/LDT_SN/SDSSJ1420+6019/SDSSJ1420+6019_215_60_6.png b/old_website/LDT_SN/SDSSJ1420+6019/SDSSJ1420+6019_215_60_6.png new file mode 100644 index 0000000..ed50bf5 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1420+6019/SDSSJ1420+6019_215_60_6.png differ diff --git a/old_website/LDT_SN/SDSSJ1420+6019/SDSSJ1420+6019_215_60_7.png b/old_website/LDT_SN/SDSSJ1420+6019/SDSSJ1420+6019_215_60_7.png new file mode 100644 index 0000000..c9f9c05 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1420+6019/SDSSJ1420+6019_215_60_7.png differ diff --git a/old_website/LDT_SN/SDSSJ1420+6019/SDSSJ1420+6019_215_60_8.png b/old_website/LDT_SN/SDSSJ1420+6019/SDSSJ1420+6019_215_60_8.png new file mode 100644 index 0000000..975cd91 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1420+6019/SDSSJ1420+6019_215_60_8.png differ diff --git a/old_website/LDT_SN/SDSSJ1420+6019/SDSSJ1420+6019_215_60_9.png b/old_website/LDT_SN/SDSSJ1420+6019/SDSSJ1420+6019_215_60_9.png new file mode 100644 index 0000000..7508c67 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1420+6019/SDSSJ1420+6019_215_60_9.png differ diff --git a/old_website/LDT_SN/SDSSJ1420+6019/SDSSJ1420+6019_full_image.png b/old_website/LDT_SN/SDSSJ1420+6019/SDSSJ1420+6019_full_image.png new file mode 100644 index 0000000..fd5caad Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1420+6019/SDSSJ1420+6019_full_image.png differ diff --git a/old_website/LDT_SN/SDSSJ1430+4105/SDSSJ1430+4105.html b/old_website/LDT_SN/SDSSJ1430+4105/SDSSJ1430+4105.html new file mode 100644 index 0000000..ca4d286 --- /dev/null +++ b/old_website/LDT_SN/SDSSJ1430+4105/SDSSJ1430+4105.html @@ -0,0 +1,42 @@ + + + + SDSSJ1430+4105 + + +

SDSSJ1430+4105

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/SDSSJ1430+4105/SDSSJ1430+4105_217_41_0.png b/old_website/LDT_SN/SDSSJ1430+4105/SDSSJ1430+4105_217_41_0.png new file mode 100644 index 0000000..02889fb Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1430+4105/SDSSJ1430+4105_217_41_0.png differ diff --git a/old_website/LDT_SN/SDSSJ1430+4105/SDSSJ1430+4105_217_41_1.png b/old_website/LDT_SN/SDSSJ1430+4105/SDSSJ1430+4105_217_41_1.png new file mode 100644 index 0000000..57a6ec4 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1430+4105/SDSSJ1430+4105_217_41_1.png differ diff --git a/old_website/LDT_SN/SDSSJ1430+4105/SDSSJ1430+4105_217_41_2.png b/old_website/LDT_SN/SDSSJ1430+4105/SDSSJ1430+4105_217_41_2.png new file mode 100644 index 0000000..6b5dc6a Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1430+4105/SDSSJ1430+4105_217_41_2.png differ diff --git a/old_website/LDT_SN/SDSSJ1430+4105/SDSSJ1430+4105_217_41_3.png b/old_website/LDT_SN/SDSSJ1430+4105/SDSSJ1430+4105_217_41_3.png new file mode 100644 index 0000000..22ab52b Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1430+4105/SDSSJ1430+4105_217_41_3.png differ diff --git a/old_website/LDT_SN/SDSSJ1430+4105/SDSSJ1430+4105_217_41_4.png b/old_website/LDT_SN/SDSSJ1430+4105/SDSSJ1430+4105_217_41_4.png new file mode 100644 index 0000000..7fbac77 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1430+4105/SDSSJ1430+4105_217_41_4.png differ diff --git a/old_website/LDT_SN/SDSSJ1430+4105/SDSSJ1430+4105_217_41_5.png b/old_website/LDT_SN/SDSSJ1430+4105/SDSSJ1430+4105_217_41_5.png new file mode 100644 index 0000000..d21f24d Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1430+4105/SDSSJ1430+4105_217_41_5.png differ diff --git a/old_website/LDT_SN/SDSSJ1430+4105/SDSSJ1430+4105_217_41_6.png b/old_website/LDT_SN/SDSSJ1430+4105/SDSSJ1430+4105_217_41_6.png new file mode 100644 index 0000000..ed2f5b5 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1430+4105/SDSSJ1430+4105_217_41_6.png differ diff --git a/old_website/LDT_SN/SDSSJ1430+4105/SDSSJ1430+4105_217_41_7.png b/old_website/LDT_SN/SDSSJ1430+4105/SDSSJ1430+4105_217_41_7.png new file mode 100644 index 0000000..788cccb Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1430+4105/SDSSJ1430+4105_217_41_7.png differ diff --git a/old_website/LDT_SN/SDSSJ1430+4105/SDSSJ1430+4105_217_41_8.png b/old_website/LDT_SN/SDSSJ1430+4105/SDSSJ1430+4105_217_41_8.png new file mode 100644 index 0000000..6da7e6f Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1430+4105/SDSSJ1430+4105_217_41_8.png differ diff --git a/old_website/LDT_SN/SDSSJ1430+4105/SDSSJ1430+4105_217_41_9.png b/old_website/LDT_SN/SDSSJ1430+4105/SDSSJ1430+4105_217_41_9.png new file mode 100644 index 0000000..25c178e Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1430+4105/SDSSJ1430+4105_217_41_9.png differ diff --git a/old_website/LDT_SN/SDSSJ1430+4105/SDSSJ1430+4105_full_image.png b/old_website/LDT_SN/SDSSJ1430+4105/SDSSJ1430+4105_full_image.png new file mode 100644 index 0000000..9281ed8 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1430+4105/SDSSJ1430+4105_full_image.png differ diff --git a/old_website/LDT_SN/SDSSJ1432+6317/SDSSJ1432+6317.html b/old_website/LDT_SN/SDSSJ1432+6317/SDSSJ1432+6317.html new file mode 100644 index 0000000..216fcad --- /dev/null +++ b/old_website/LDT_SN/SDSSJ1432+6317/SDSSJ1432+6317.html @@ -0,0 +1,78 @@ + + + + SDSSJ1432+6317 + + +

SDSSJ1432+6317

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/SDSSJ1432+6317/SDSSJ1432+6317_218_63_0.png b/old_website/LDT_SN/SDSSJ1432+6317/SDSSJ1432+6317_218_63_0.png new file mode 100644 index 0000000..e0aa409 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1432+6317/SDSSJ1432+6317_218_63_0.png differ diff --git a/old_website/LDT_SN/SDSSJ1432+6317/SDSSJ1432+6317_218_63_1.png b/old_website/LDT_SN/SDSSJ1432+6317/SDSSJ1432+6317_218_63_1.png new file mode 100644 index 0000000..5daa106 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1432+6317/SDSSJ1432+6317_218_63_1.png differ diff --git a/old_website/LDT_SN/SDSSJ1432+6317/SDSSJ1432+6317_218_63_10.png b/old_website/LDT_SN/SDSSJ1432+6317/SDSSJ1432+6317_218_63_10.png new file mode 100644 index 0000000..bd29eec Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1432+6317/SDSSJ1432+6317_218_63_10.png differ diff --git a/old_website/LDT_SN/SDSSJ1432+6317/SDSSJ1432+6317_218_63_11.png b/old_website/LDT_SN/SDSSJ1432+6317/SDSSJ1432+6317_218_63_11.png new file mode 100644 index 0000000..bbbb028 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1432+6317/SDSSJ1432+6317_218_63_11.png differ diff --git a/old_website/LDT_SN/SDSSJ1432+6317/SDSSJ1432+6317_218_63_12.png b/old_website/LDT_SN/SDSSJ1432+6317/SDSSJ1432+6317_218_63_12.png new file mode 100644 index 0000000..1b0986a Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1432+6317/SDSSJ1432+6317_218_63_12.png differ diff --git a/old_website/LDT_SN/SDSSJ1432+6317/SDSSJ1432+6317_218_63_13.png b/old_website/LDT_SN/SDSSJ1432+6317/SDSSJ1432+6317_218_63_13.png new file mode 100644 index 0000000..07fac7a Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1432+6317/SDSSJ1432+6317_218_63_13.png differ diff --git a/old_website/LDT_SN/SDSSJ1432+6317/SDSSJ1432+6317_218_63_14.png b/old_website/LDT_SN/SDSSJ1432+6317/SDSSJ1432+6317_218_63_14.png new file mode 100644 index 0000000..b107333 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1432+6317/SDSSJ1432+6317_218_63_14.png differ diff --git a/old_website/LDT_SN/SDSSJ1432+6317/SDSSJ1432+6317_218_63_15.png b/old_website/LDT_SN/SDSSJ1432+6317/SDSSJ1432+6317_218_63_15.png new file mode 100644 index 0000000..c46d7d1 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1432+6317/SDSSJ1432+6317_218_63_15.png differ diff --git a/old_website/LDT_SN/SDSSJ1432+6317/SDSSJ1432+6317_218_63_16.png b/old_website/LDT_SN/SDSSJ1432+6317/SDSSJ1432+6317_218_63_16.png new file mode 100644 index 0000000..cc12bd3 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1432+6317/SDSSJ1432+6317_218_63_16.png differ diff --git a/old_website/LDT_SN/SDSSJ1432+6317/SDSSJ1432+6317_218_63_17.png b/old_website/LDT_SN/SDSSJ1432+6317/SDSSJ1432+6317_218_63_17.png new file mode 100644 index 0000000..69bc2fb Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1432+6317/SDSSJ1432+6317_218_63_17.png differ diff --git a/old_website/LDT_SN/SDSSJ1432+6317/SDSSJ1432+6317_218_63_18.png b/old_website/LDT_SN/SDSSJ1432+6317/SDSSJ1432+6317_218_63_18.png new file mode 100644 index 0000000..acb263e Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1432+6317/SDSSJ1432+6317_218_63_18.png differ diff --git a/old_website/LDT_SN/SDSSJ1432+6317/SDSSJ1432+6317_218_63_19.png b/old_website/LDT_SN/SDSSJ1432+6317/SDSSJ1432+6317_218_63_19.png new file mode 100644 index 0000000..43f362a Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1432+6317/SDSSJ1432+6317_218_63_19.png differ diff --git a/old_website/LDT_SN/SDSSJ1432+6317/SDSSJ1432+6317_218_63_2.png b/old_website/LDT_SN/SDSSJ1432+6317/SDSSJ1432+6317_218_63_2.png new file mode 100644 index 0000000..427a45f Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1432+6317/SDSSJ1432+6317_218_63_2.png differ diff --git a/old_website/LDT_SN/SDSSJ1432+6317/SDSSJ1432+6317_218_63_20.png b/old_website/LDT_SN/SDSSJ1432+6317/SDSSJ1432+6317_218_63_20.png new file mode 100644 index 0000000..f38fef1 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1432+6317/SDSSJ1432+6317_218_63_20.png differ diff --git a/old_website/LDT_SN/SDSSJ1432+6317/SDSSJ1432+6317_218_63_21.png b/old_website/LDT_SN/SDSSJ1432+6317/SDSSJ1432+6317_218_63_21.png new file mode 100644 index 0000000..bf1f0b8 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1432+6317/SDSSJ1432+6317_218_63_21.png differ diff --git a/old_website/LDT_SN/SDSSJ1432+6317/SDSSJ1432+6317_218_63_3.png b/old_website/LDT_SN/SDSSJ1432+6317/SDSSJ1432+6317_218_63_3.png new file mode 100644 index 0000000..1411b14 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1432+6317/SDSSJ1432+6317_218_63_3.png differ diff --git a/old_website/LDT_SN/SDSSJ1432+6317/SDSSJ1432+6317_218_63_4.png b/old_website/LDT_SN/SDSSJ1432+6317/SDSSJ1432+6317_218_63_4.png new file mode 100644 index 0000000..2a15016 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1432+6317/SDSSJ1432+6317_218_63_4.png differ diff --git a/old_website/LDT_SN/SDSSJ1432+6317/SDSSJ1432+6317_218_63_5.png b/old_website/LDT_SN/SDSSJ1432+6317/SDSSJ1432+6317_218_63_5.png new file mode 100644 index 0000000..f72f8a7 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1432+6317/SDSSJ1432+6317_218_63_5.png differ diff --git a/old_website/LDT_SN/SDSSJ1432+6317/SDSSJ1432+6317_218_63_6.png b/old_website/LDT_SN/SDSSJ1432+6317/SDSSJ1432+6317_218_63_6.png new file mode 100644 index 0000000..1c8b56e Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1432+6317/SDSSJ1432+6317_218_63_6.png differ diff --git a/old_website/LDT_SN/SDSSJ1432+6317/SDSSJ1432+6317_218_63_7.png b/old_website/LDT_SN/SDSSJ1432+6317/SDSSJ1432+6317_218_63_7.png new file mode 100644 index 0000000..3eb6287 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1432+6317/SDSSJ1432+6317_218_63_7.png differ diff --git a/old_website/LDT_SN/SDSSJ1432+6317/SDSSJ1432+6317_218_63_8.png b/old_website/LDT_SN/SDSSJ1432+6317/SDSSJ1432+6317_218_63_8.png new file mode 100644 index 0000000..5a23cb9 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1432+6317/SDSSJ1432+6317_218_63_8.png differ diff --git a/old_website/LDT_SN/SDSSJ1432+6317/SDSSJ1432+6317_218_63_9.png b/old_website/LDT_SN/SDSSJ1432+6317/SDSSJ1432+6317_218_63_9.png new file mode 100644 index 0000000..db251d6 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1432+6317/SDSSJ1432+6317_218_63_9.png differ diff --git a/old_website/LDT_SN/SDSSJ1432+6317/SDSSJ1432+6317_full_image.png b/old_website/LDT_SN/SDSSJ1432+6317/SDSSJ1432+6317_full_image.png new file mode 100644 index 0000000..c7524b2 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1432+6317/SDSSJ1432+6317_full_image.png differ diff --git a/old_website/LDT_SN/SDSSJ1436+3640/SDSSJ1436+3640.html b/old_website/LDT_SN/SDSSJ1436+3640/SDSSJ1436+3640.html new file mode 100644 index 0000000..d7d6d19 --- /dev/null +++ b/old_website/LDT_SN/SDSSJ1436+3640/SDSSJ1436+3640.html @@ -0,0 +1,24 @@ + + + + SDSSJ1436+3640 + + +

SDSSJ1436+3640

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/SDSSJ1436+3640/SDSSJ1436+3640_218_36_2.png b/old_website/LDT_SN/SDSSJ1436+3640/SDSSJ1436+3640_218_36_2.png new file mode 100644 index 0000000..461934c Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1436+3640/SDSSJ1436+3640_218_36_2.png differ diff --git a/old_website/LDT_SN/SDSSJ1436+3640/SDSSJ1436+3640_219_36_0.png b/old_website/LDT_SN/SDSSJ1436+3640/SDSSJ1436+3640_219_36_0.png new file mode 100644 index 0000000..b973281 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1436+3640/SDSSJ1436+3640_219_36_0.png differ diff --git a/old_website/LDT_SN/SDSSJ1436+3640/SDSSJ1436+3640_219_36_1.png b/old_website/LDT_SN/SDSSJ1436+3640/SDSSJ1436+3640_219_36_1.png new file mode 100644 index 0000000..01bb1df Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1436+3640/SDSSJ1436+3640_219_36_1.png differ diff --git a/old_website/LDT_SN/SDSSJ1436+3640/SDSSJ1436+3640_219_36_3.png b/old_website/LDT_SN/SDSSJ1436+3640/SDSSJ1436+3640_219_36_3.png new file mode 100644 index 0000000..1f3d6e8 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1436+3640/SDSSJ1436+3640_219_36_3.png differ diff --git a/old_website/LDT_SN/SDSSJ1436+3640/SDSSJ1436+3640_full_image.png b/old_website/LDT_SN/SDSSJ1436+3640/SDSSJ1436+3640_full_image.png new file mode 100644 index 0000000..392f90a Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1436+3640/SDSSJ1436+3640_full_image.png differ diff --git a/old_website/LDT_SN/SDSSJ1450+3908/SDSSJ1450+3908.html b/old_website/LDT_SN/SDSSJ1450+3908/SDSSJ1450+3908.html new file mode 100644 index 0000000..2b6a5bc --- /dev/null +++ b/old_website/LDT_SN/SDSSJ1450+3908/SDSSJ1450+3908.html @@ -0,0 +1,12 @@ + + + + SDSSJ1450+3908 + + +

SDSSJ1450+3908

+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/SDSSJ1450+3908/SDSSJ1450+3908_full_image.png b/old_website/LDT_SN/SDSSJ1450+3908/SDSSJ1450+3908_full_image.png new file mode 100644 index 0000000..fdb3cd6 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1450+3908/SDSSJ1450+3908_full_image.png differ diff --git a/old_website/LDT_SN/SDSSJ1452+33233/SDSSJ1452+33233.html b/old_website/LDT_SN/SDSSJ1452+33233/SDSSJ1452+33233.html new file mode 100644 index 0000000..104e9e9 --- /dev/null +++ b/old_website/LDT_SN/SDSSJ1452+33233/SDSSJ1452+33233.html @@ -0,0 +1,45 @@ + + + + SDSSJ1452+33233 + + +

SDSSJ1452+33233

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/SDSSJ1452+33233/SDSSJ1452+33233_223_33_0.png b/old_website/LDT_SN/SDSSJ1452+33233/SDSSJ1452+33233_223_33_0.png new file mode 100644 index 0000000..95052ec Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1452+33233/SDSSJ1452+33233_223_33_0.png differ diff --git a/old_website/LDT_SN/SDSSJ1452+33233/SDSSJ1452+33233_223_33_1.png b/old_website/LDT_SN/SDSSJ1452+33233/SDSSJ1452+33233_223_33_1.png new file mode 100644 index 0000000..1c96934 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1452+33233/SDSSJ1452+33233_223_33_1.png differ diff --git a/old_website/LDT_SN/SDSSJ1452+33233/SDSSJ1452+33233_223_33_10.png b/old_website/LDT_SN/SDSSJ1452+33233/SDSSJ1452+33233_223_33_10.png new file mode 100644 index 0000000..670add2 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1452+33233/SDSSJ1452+33233_223_33_10.png differ diff --git a/old_website/LDT_SN/SDSSJ1452+33233/SDSSJ1452+33233_223_33_2.png b/old_website/LDT_SN/SDSSJ1452+33233/SDSSJ1452+33233_223_33_2.png new file mode 100644 index 0000000..9f4117e Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1452+33233/SDSSJ1452+33233_223_33_2.png differ diff --git a/old_website/LDT_SN/SDSSJ1452+33233/SDSSJ1452+33233_223_33_3.png b/old_website/LDT_SN/SDSSJ1452+33233/SDSSJ1452+33233_223_33_3.png new file mode 100644 index 0000000..280ff6a Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1452+33233/SDSSJ1452+33233_223_33_3.png differ diff --git a/old_website/LDT_SN/SDSSJ1452+33233/SDSSJ1452+33233_223_33_4.png b/old_website/LDT_SN/SDSSJ1452+33233/SDSSJ1452+33233_223_33_4.png new file mode 100644 index 0000000..3f75a85 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1452+33233/SDSSJ1452+33233_223_33_4.png differ diff --git a/old_website/LDT_SN/SDSSJ1452+33233/SDSSJ1452+33233_223_33_5.png b/old_website/LDT_SN/SDSSJ1452+33233/SDSSJ1452+33233_223_33_5.png new file mode 100644 index 0000000..62d9c1f Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1452+33233/SDSSJ1452+33233_223_33_5.png differ diff --git a/old_website/LDT_SN/SDSSJ1452+33233/SDSSJ1452+33233_223_33_6.png b/old_website/LDT_SN/SDSSJ1452+33233/SDSSJ1452+33233_223_33_6.png new file mode 100644 index 0000000..a7ef239 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1452+33233/SDSSJ1452+33233_223_33_6.png differ diff --git a/old_website/LDT_SN/SDSSJ1452+33233/SDSSJ1452+33233_223_33_7.png b/old_website/LDT_SN/SDSSJ1452+33233/SDSSJ1452+33233_223_33_7.png new file mode 100644 index 0000000..12acfbe Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1452+33233/SDSSJ1452+33233_223_33_7.png differ diff --git a/old_website/LDT_SN/SDSSJ1452+33233/SDSSJ1452+33233_223_33_8.png b/old_website/LDT_SN/SDSSJ1452+33233/SDSSJ1452+33233_223_33_8.png new file mode 100644 index 0000000..3de5f6b Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1452+33233/SDSSJ1452+33233_223_33_8.png differ diff --git a/old_website/LDT_SN/SDSSJ1452+33233/SDSSJ1452+33233_223_33_9.png b/old_website/LDT_SN/SDSSJ1452+33233/SDSSJ1452+33233_223_33_9.png new file mode 100644 index 0000000..d05b6aa Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1452+33233/SDSSJ1452+33233_223_33_9.png differ diff --git a/old_website/LDT_SN/SDSSJ1452+33233/SDSSJ1452+33233_full_image.png b/old_website/LDT_SN/SDSSJ1452+33233/SDSSJ1452+33233_full_image.png new file mode 100644 index 0000000..be9cb2a Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1452+33233/SDSSJ1452+33233_full_image.png differ diff --git a/old_website/LDT_SN/SDSSJ1456+5702/SDSSJ1456+5702.html b/old_website/LDT_SN/SDSSJ1456+5702/SDSSJ1456+5702.html new file mode 100644 index 0000000..d801d23 --- /dev/null +++ b/old_website/LDT_SN/SDSSJ1456+5702/SDSSJ1456+5702.html @@ -0,0 +1,84 @@ + + + + SDSSJ1456+5702 + + +

SDSSJ1456+5702

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/SDSSJ1456+5702/SDSSJ1456+5702_223_57_0.png b/old_website/LDT_SN/SDSSJ1456+5702/SDSSJ1456+5702_223_57_0.png new file mode 100644 index 0000000..5694e98 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1456+5702/SDSSJ1456+5702_223_57_0.png differ diff --git a/old_website/LDT_SN/SDSSJ1456+5702/SDSSJ1456+5702_223_57_1.png b/old_website/LDT_SN/SDSSJ1456+5702/SDSSJ1456+5702_223_57_1.png new file mode 100644 index 0000000..fc3728a Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1456+5702/SDSSJ1456+5702_223_57_1.png differ diff --git a/old_website/LDT_SN/SDSSJ1456+5702/SDSSJ1456+5702_223_57_11.png b/old_website/LDT_SN/SDSSJ1456+5702/SDSSJ1456+5702_223_57_11.png new file mode 100644 index 0000000..ad44410 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1456+5702/SDSSJ1456+5702_223_57_11.png differ diff --git a/old_website/LDT_SN/SDSSJ1456+5702/SDSSJ1456+5702_223_57_12.png b/old_website/LDT_SN/SDSSJ1456+5702/SDSSJ1456+5702_223_57_12.png new file mode 100644 index 0000000..2742661 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1456+5702/SDSSJ1456+5702_223_57_12.png differ diff --git a/old_website/LDT_SN/SDSSJ1456+5702/SDSSJ1456+5702_223_57_15.png b/old_website/LDT_SN/SDSSJ1456+5702/SDSSJ1456+5702_223_57_15.png new file mode 100644 index 0000000..ff99730 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1456+5702/SDSSJ1456+5702_223_57_15.png differ diff --git a/old_website/LDT_SN/SDSSJ1456+5702/SDSSJ1456+5702_223_57_16.png b/old_website/LDT_SN/SDSSJ1456+5702/SDSSJ1456+5702_223_57_16.png new file mode 100644 index 0000000..2bc02e9 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1456+5702/SDSSJ1456+5702_223_57_16.png differ diff --git a/old_website/LDT_SN/SDSSJ1456+5702/SDSSJ1456+5702_223_57_17.png b/old_website/LDT_SN/SDSSJ1456+5702/SDSSJ1456+5702_223_57_17.png new file mode 100644 index 0000000..1cba09d Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1456+5702/SDSSJ1456+5702_223_57_17.png differ diff --git a/old_website/LDT_SN/SDSSJ1456+5702/SDSSJ1456+5702_223_57_19.png b/old_website/LDT_SN/SDSSJ1456+5702/SDSSJ1456+5702_223_57_19.png new file mode 100644 index 0000000..48f5f9f Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1456+5702/SDSSJ1456+5702_223_57_19.png differ diff --git a/old_website/LDT_SN/SDSSJ1456+5702/SDSSJ1456+5702_223_57_2.png b/old_website/LDT_SN/SDSSJ1456+5702/SDSSJ1456+5702_223_57_2.png new file mode 100644 index 0000000..2089941 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1456+5702/SDSSJ1456+5702_223_57_2.png differ diff --git a/old_website/LDT_SN/SDSSJ1456+5702/SDSSJ1456+5702_223_57_21.png b/old_website/LDT_SN/SDSSJ1456+5702/SDSSJ1456+5702_223_57_21.png new file mode 100644 index 0000000..ccb06e1 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1456+5702/SDSSJ1456+5702_223_57_21.png differ diff --git a/old_website/LDT_SN/SDSSJ1456+5702/SDSSJ1456+5702_223_57_22.png b/old_website/LDT_SN/SDSSJ1456+5702/SDSSJ1456+5702_223_57_22.png new file mode 100644 index 0000000..995b718 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1456+5702/SDSSJ1456+5702_223_57_22.png differ diff --git a/old_website/LDT_SN/SDSSJ1456+5702/SDSSJ1456+5702_223_57_3.png b/old_website/LDT_SN/SDSSJ1456+5702/SDSSJ1456+5702_223_57_3.png new file mode 100644 index 0000000..567a9e3 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1456+5702/SDSSJ1456+5702_223_57_3.png differ diff --git a/old_website/LDT_SN/SDSSJ1456+5702/SDSSJ1456+5702_223_57_6.png b/old_website/LDT_SN/SDSSJ1456+5702/SDSSJ1456+5702_223_57_6.png new file mode 100644 index 0000000..200a1de Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1456+5702/SDSSJ1456+5702_223_57_6.png differ diff --git a/old_website/LDT_SN/SDSSJ1456+5702/SDSSJ1456+5702_223_57_7.png b/old_website/LDT_SN/SDSSJ1456+5702/SDSSJ1456+5702_223_57_7.png new file mode 100644 index 0000000..b2f435b Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1456+5702/SDSSJ1456+5702_223_57_7.png differ diff --git a/old_website/LDT_SN/SDSSJ1456+5702/SDSSJ1456+5702_223_57_9.png b/old_website/LDT_SN/SDSSJ1456+5702/SDSSJ1456+5702_223_57_9.png new file mode 100644 index 0000000..b9c4508 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1456+5702/SDSSJ1456+5702_223_57_9.png differ diff --git a/old_website/LDT_SN/SDSSJ1456+5702/SDSSJ1456+5702_224_57_10.png b/old_website/LDT_SN/SDSSJ1456+5702/SDSSJ1456+5702_224_57_10.png new file mode 100644 index 0000000..fb1eae4 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1456+5702/SDSSJ1456+5702_224_57_10.png differ diff --git a/old_website/LDT_SN/SDSSJ1456+5702/SDSSJ1456+5702_224_57_13.png b/old_website/LDT_SN/SDSSJ1456+5702/SDSSJ1456+5702_224_57_13.png new file mode 100644 index 0000000..9c0d466 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1456+5702/SDSSJ1456+5702_224_57_13.png differ diff --git a/old_website/LDT_SN/SDSSJ1456+5702/SDSSJ1456+5702_224_57_14.png b/old_website/LDT_SN/SDSSJ1456+5702/SDSSJ1456+5702_224_57_14.png new file mode 100644 index 0000000..c0c968b Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1456+5702/SDSSJ1456+5702_224_57_14.png differ diff --git a/old_website/LDT_SN/SDSSJ1456+5702/SDSSJ1456+5702_224_57_18.png b/old_website/LDT_SN/SDSSJ1456+5702/SDSSJ1456+5702_224_57_18.png new file mode 100644 index 0000000..c171a73 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1456+5702/SDSSJ1456+5702_224_57_18.png differ diff --git a/old_website/LDT_SN/SDSSJ1456+5702/SDSSJ1456+5702_224_57_20.png b/old_website/LDT_SN/SDSSJ1456+5702/SDSSJ1456+5702_224_57_20.png new file mode 100644 index 0000000..b9fbb39 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1456+5702/SDSSJ1456+5702_224_57_20.png differ diff --git a/old_website/LDT_SN/SDSSJ1456+5702/SDSSJ1456+5702_224_57_23.png b/old_website/LDT_SN/SDSSJ1456+5702/SDSSJ1456+5702_224_57_23.png new file mode 100644 index 0000000..8196ef6 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1456+5702/SDSSJ1456+5702_224_57_23.png differ diff --git a/old_website/LDT_SN/SDSSJ1456+5702/SDSSJ1456+5702_224_57_4.png b/old_website/LDT_SN/SDSSJ1456+5702/SDSSJ1456+5702_224_57_4.png new file mode 100644 index 0000000..e030a1b Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1456+5702/SDSSJ1456+5702_224_57_4.png differ diff --git a/old_website/LDT_SN/SDSSJ1456+5702/SDSSJ1456+5702_224_57_5.png b/old_website/LDT_SN/SDSSJ1456+5702/SDSSJ1456+5702_224_57_5.png new file mode 100644 index 0000000..5171c7b Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1456+5702/SDSSJ1456+5702_224_57_5.png differ diff --git a/old_website/LDT_SN/SDSSJ1456+5702/SDSSJ1456+5702_224_57_8.png b/old_website/LDT_SN/SDSSJ1456+5702/SDSSJ1456+5702_224_57_8.png new file mode 100644 index 0000000..77537ad Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1456+5702/SDSSJ1456+5702_224_57_8.png differ diff --git a/old_website/LDT_SN/SDSSJ1456+5702/SDSSJ1456+5702_full_image.png b/old_website/LDT_SN/SDSSJ1456+5702/SDSSJ1456+5702_full_image.png new file mode 100644 index 0000000..e41ccf4 Binary files /dev/null and b/old_website/LDT_SN/SDSSJ1456+5702/SDSSJ1456+5702_full_image.png differ diff --git a/old_website/LDT_SN/SL2SJ142031+525/SL2SJ142031+525.html b/old_website/LDT_SN/SL2SJ142031+525/SL2SJ142031+525.html new file mode 100644 index 0000000..0379581 --- /dev/null +++ b/old_website/LDT_SN/SL2SJ142031+525/SL2SJ142031+525.html @@ -0,0 +1,39 @@ + + + + SL2SJ142031+525 + + +

SL2SJ142031+525

+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+
+ +
+ + \ No newline at end of file diff --git a/old_website/LDT_SN/SL2SJ142031+525/SL2SJ142031+525_215_52_0.png b/old_website/LDT_SN/SL2SJ142031+525/SL2SJ142031+525_215_52_0.png new file mode 100644 index 0000000..25160e0 Binary files /dev/null and b/old_website/LDT_SN/SL2SJ142031+525/SL2SJ142031+525_215_52_0.png differ diff --git a/old_website/LDT_SN/SL2SJ142031+525/SL2SJ142031+525_215_52_1.png b/old_website/LDT_SN/SL2SJ142031+525/SL2SJ142031+525_215_52_1.png new file mode 100644 index 0000000..0a638fe Binary files /dev/null and b/old_website/LDT_SN/SL2SJ142031+525/SL2SJ142031+525_215_52_1.png differ diff --git a/old_website/LDT_SN/SL2SJ142031+525/SL2SJ142031+525_215_52_2.png b/old_website/LDT_SN/SL2SJ142031+525/SL2SJ142031+525_215_52_2.png new file mode 100644 index 0000000..0362b68 Binary files /dev/null and b/old_website/LDT_SN/SL2SJ142031+525/SL2SJ142031+525_215_52_2.png differ diff --git a/old_website/LDT_SN/SL2SJ142031+525/SL2SJ142031+525_215_52_3.png b/old_website/LDT_SN/SL2SJ142031+525/SL2SJ142031+525_215_52_3.png new file mode 100644 index 0000000..1e53ad0 Binary files /dev/null and b/old_website/LDT_SN/SL2SJ142031+525/SL2SJ142031+525_215_52_3.png differ diff --git a/old_website/LDT_SN/SL2SJ142031+525/SL2SJ142031+525_215_52_4.png b/old_website/LDT_SN/SL2SJ142031+525/SL2SJ142031+525_215_52_4.png new file mode 100644 index 0000000..1205ad6 Binary files /dev/null and b/old_website/LDT_SN/SL2SJ142031+525/SL2SJ142031+525_215_52_4.png differ diff --git a/old_website/LDT_SN/SL2SJ142031+525/SL2SJ142031+525_215_52_5.png b/old_website/LDT_SN/SL2SJ142031+525/SL2SJ142031+525_215_52_5.png new file mode 100644 index 0000000..e951530 Binary files /dev/null and b/old_website/LDT_SN/SL2SJ142031+525/SL2SJ142031+525_215_52_5.png differ diff --git a/old_website/LDT_SN/SL2SJ142031+525/SL2SJ142031+525_215_52_6.png b/old_website/LDT_SN/SL2SJ142031+525/SL2SJ142031+525_215_52_6.png new file mode 100644 index 0000000..76c240c Binary files /dev/null and b/old_website/LDT_SN/SL2SJ142031+525/SL2SJ142031+525_215_52_6.png differ diff --git a/old_website/LDT_SN/SL2SJ142031+525/SL2SJ142031+525_215_52_7.png b/old_website/LDT_SN/SL2SJ142031+525/SL2SJ142031+525_215_52_7.png new file mode 100644 index 0000000..9b9ff77 Binary files /dev/null and b/old_website/LDT_SN/SL2SJ142031+525/SL2SJ142031+525_215_52_7.png differ diff --git a/old_website/LDT_SN/SL2SJ142031+525/SL2SJ142031+525_215_52_8.png b/old_website/LDT_SN/SL2SJ142031+525/SL2SJ142031+525_215_52_8.png new file mode 100644 index 0000000..9ff1eb2 Binary files /dev/null and b/old_website/LDT_SN/SL2SJ142031+525/SL2SJ142031+525_215_52_8.png differ diff --git a/old_website/LDT_SN/SL2SJ142031+525/SL2SJ142031+525_full_image.png b/old_website/LDT_SN/SL2SJ142031+525/SL2SJ142031+525_full_image.png new file mode 100644 index 0000000..86c6f9c Binary files /dev/null and b/old_website/LDT_SN/SL2SJ142031+525/SL2SJ142031+525_full_image.png differ diff --git a/old_website/LICENSE b/old_website/LICENSE new file mode 100644 index 0000000..670154e --- /dev/null +++ b/old_website/LICENSE @@ -0,0 +1,116 @@ +CC0 1.0 Universal + +Statement of Purpose + +The laws of most jurisdictions throughout the world automatically confer +exclusive Copyright and Related Rights (defined below) upon the creator and +subsequent owner(s) (each and all, an "owner") of an original work of +authorship and/or a database (each, a "Work"). + +Certain owners wish to permanently relinquish those rights to a Work for the +purpose of contributing to a commons of creative, cultural and scientific +works ("Commons") that the public can reliably and without fear of later +claims of infringement build upon, modify, incorporate in other works, reuse +and redistribute as freely as possible in any form whatsoever and for any +purposes, including without limitation commercial purposes. These owners may +contribute to the Commons to promote the ideal of a free culture and the +further production of creative, cultural and scientific works, or to gain +reputation or greater distribution for their Work in part through the use and +efforts of others. + +For these and/or other purposes and motivations, and without any expectation +of additional consideration or compensation, the person associating CC0 with a +Work (the "Affirmer"), to the extent that he or she is an owner of Copyright +and Related Rights in the Work, voluntarily elects to apply CC0 to the Work +and publicly distribute the Work under its terms, with knowledge of his or her +Copyright and Related Rights in the Work and the meaning and intended legal +effect of CC0 on those rights. + +1. Copyright and Related Rights. A Work made available under CC0 may be +protected by copyright and related or neighboring rights ("Copyright and +Related Rights"). Copyright and Related Rights include, but are not limited +to, the following: + + i. the right to reproduce, adapt, distribute, perform, display, communicate, + and translate a Work; + + ii. moral rights retained by the original author(s) and/or performer(s); + + iii. publicity and privacy rights pertaining to a person's image or likeness + depicted in a Work; + + iv. rights protecting against unfair competition in regards to a Work, + subject to the limitations in paragraph 4(a), below; + + v. rights protecting the extraction, dissemination, use and reuse of data in + a Work; + + vi. database rights (such as those arising under Directive 96/9/EC of the + European Parliament and of the Council of 11 March 1996 on the legal + protection of databases, and under any national implementation thereof, + including any amended or successor version of such directive); and + + vii. other similar, equivalent or corresponding rights throughout the world + based on applicable law or treaty, and any national implementations thereof. + +2. Waiver. To the greatest extent permitted by, but not in contravention of, +applicable law, Affirmer hereby overtly, fully, permanently, irrevocably and +unconditionally waives, abandons, and surrenders all of Affirmer's Copyright +and Related Rights and associated claims and causes of action, whether now +known or unknown (including existing as well as future claims and causes of +action), in the Work (i) in all territories worldwide, (ii) for the maximum +duration provided by applicable law or treaty (including future time +extensions), (iii) in any current or future medium and for any number of +copies, and (iv) for any purpose whatsoever, including without limitation +commercial, advertising or promotional purposes (the "Waiver"). Affirmer makes +the Waiver for the benefit of each member of the public at large and to the +detriment of Affirmer's heirs and successors, fully intending that such Waiver +shall not be subject to revocation, rescission, cancellation, termination, or +any other legal or equitable action to disrupt the quiet enjoyment of the Work +by the public as contemplated by Affirmer's express Statement of Purpose. + +3. Public License Fallback. Should any part of the Waiver for any reason be +judged legally invalid or ineffective under applicable law, then the Waiver +shall be preserved to the maximum extent permitted taking into account +Affirmer's express Statement of Purpose. In addition, to the extent the Waiver +is so judged Affirmer hereby grants to each affected person a royalty-free, +non transferable, non sublicensable, non exclusive, irrevocable and +unconditional license to exercise Affirmer's Copyright and Related Rights in +the Work (i) in all territories worldwide, (ii) for the maximum duration +provided by applicable law or treaty (including future time extensions), (iii) +in any current or future medium and for any number of copies, and (iv) for any +purpose whatsoever, including without limitation commercial, advertising or +promotional purposes (the "License"). The License shall be deemed effective as +of the date CC0 was applied by Affirmer to the Work. Should any part of the +License for any reason be judged legally invalid or ineffective under +applicable law, such partial invalidity or ineffectiveness shall not +invalidate the remainder of the License, and in such case Affirmer hereby +affirms that he or she will not (i) exercise any of his or her remaining +Copyright and Related Rights in the Work or (ii) assert any associated claims +and causes of action with respect to the Work, in either case contrary to +Affirmer's express Statement of Purpose. + +4. Limitations and Disclaimers. + + a. No trademark or patent rights held by Affirmer are waived, abandoned, + surrendered, licensed or otherwise affected by this document. + + b. Affirmer offers the Work as-is and makes no representations or warranties + of any kind concerning the Work, express, implied, statutory or otherwise, + including without limitation warranties of title, merchantability, fitness + for a particular purpose, non infringement, or the absence of latent or + other defects, accuracy, or the present or absence of errors, whether or not + discoverable, all to the greatest extent permissible under applicable law. + + c. Affirmer disclaims responsibility for clearing rights of other persons + that may apply to the Work or any use thereof, including without limitation + any person's Copyright and Related Rights in the Work. Further, Affirmer + disclaims responsibility for obtaining any necessary consents, permissions + or other rights required for any use of the Work. + + d. Affirmer understands and acknowledges that Creative Commons is not a + party to this document and has no duty or obligation with respect to this + CC0 or use of the Work. + +For more information, please see + diff --git a/old_website/PAARC/P1 - 429V000.gif b/old_website/PAARC/P1 - 429V000.gif new file mode 100644 index 0000000..a98e0d7 Binary files /dev/null and b/old_website/PAARC/P1 - 429V000.gif differ diff --git a/old_website/PAARC/P1 - 429V001.gif b/old_website/PAARC/P1 - 429V001.gif new file mode 100644 index 0000000..e06cff9 Binary files /dev/null and b/old_website/PAARC/P1 - 429V001.gif differ diff --git a/old_website/PAARC/P1 - 429V002.gif b/old_website/PAARC/P1 - 429V002.gif new file mode 100644 index 0000000..8a5a72d Binary files /dev/null and b/old_website/PAARC/P1 - 429V002.gif differ diff --git a/old_website/PAARC/P1 - 429V003.gif b/old_website/PAARC/P1 - 429V003.gif new file mode 100644 index 0000000..4dd0b0a Binary files /dev/null and b/old_website/PAARC/P1 - 429V003.gif differ diff --git a/old_website/PAARC/P1 - 429V004.gif b/old_website/PAARC/P1 - 429V004.gif new file mode 100644 index 0000000..a7ae8c6 Binary files /dev/null and b/old_website/PAARC/P1 - 429V004.gif differ diff --git a/old_website/PAARC/P1 - 429V005.gif b/old_website/PAARC/P1 - 429V005.gif new file mode 100644 index 0000000..2a69f96 Binary files /dev/null and b/old_website/PAARC/P1 - 429V005.gif differ diff --git a/old_website/PAARC/P1 - 429V006.gif b/old_website/PAARC/P1 - 429V006.gif new file mode 100644 index 0000000..68559a3 Binary files /dev/null and b/old_website/PAARC/P1 - 429V006.gif differ diff --git a/old_website/PAARC/P1 - 429V007.gif b/old_website/PAARC/P1 - 429V007.gif new file mode 100644 index 0000000..cda4ace Binary files /dev/null and b/old_website/PAARC/P1 - 429V007.gif differ diff --git a/old_website/PAARC/P1 - 429V008.gif b/old_website/PAARC/P1 - 429V008.gif new file mode 100644 index 0000000..8f286bf Binary files /dev/null and b/old_website/PAARC/P1 - 429V008.gif differ diff --git a/old_website/PAARC/P1 - 429V009.gif b/old_website/PAARC/P1 - 429V009.gif new file mode 100644 index 0000000..5972d72 Binary files /dev/null and b/old_website/PAARC/P1 - 429V009.gif differ diff --git a/old_website/PAARC/P1 - 429V010.gif b/old_website/PAARC/P1 - 429V010.gif new file mode 100644 index 0000000..b936877 Binary files /dev/null and b/old_website/PAARC/P1 - 429V010.gif differ diff --git a/old_website/PAARC/P1 - 429V011.gif b/old_website/PAARC/P1 - 429V011.gif new file mode 100644 index 0000000..b658113 Binary files /dev/null and b/old_website/PAARC/P1 - 429V011.gif differ diff --git a/old_website/PAARC/P1 - 429V012.gif b/old_website/PAARC/P1 - 429V012.gif new file mode 100644 index 0000000..6f10744 Binary files /dev/null and b/old_website/PAARC/P1 - 429V012.gif differ diff --git a/old_website/PAARC/P1 - 429V013.gif b/old_website/PAARC/P1 - 429V013.gif new file mode 100644 index 0000000..6aa6515 Binary files /dev/null and b/old_website/PAARC/P1 - 429V013.gif differ diff --git a/old_website/PAARC/P1 - 429V014.gif b/old_website/PAARC/P1 - 429V014.gif new file mode 100644 index 0000000..2339e54 Binary files /dev/null and b/old_website/PAARC/P1 - 429V014.gif differ diff --git a/old_website/PAARC/P1 - 429V015.gif b/old_website/PAARC/P1 - 429V015.gif new file mode 100644 index 0000000..47e80ae Binary files /dev/null and b/old_website/PAARC/P1 - 429V015.gif differ diff --git a/old_website/PAARC/P1 - 429V016.gif b/old_website/PAARC/P1 - 429V016.gif new file mode 100644 index 0000000..e767834 Binary files /dev/null and b/old_website/PAARC/P1 - 429V016.gif differ diff --git a/old_website/PAARC/P1 - 429V017.gif b/old_website/PAARC/P1 - 429V017.gif new file mode 100644 index 0000000..2d38002 Binary files /dev/null and b/old_website/PAARC/P1 - 429V017.gif differ diff --git a/old_website/PAARC/P1 - 429V018.gif b/old_website/PAARC/P1 - 429V018.gif new file mode 100644 index 0000000..51c4547 Binary files /dev/null and b/old_website/PAARC/P1 - 429V018.gif differ diff --git a/old_website/PAARC/P1 - 429V019.gif b/old_website/PAARC/P1 - 429V019.gif new file mode 100644 index 0000000..40ce2ef Binary files /dev/null and b/old_website/PAARC/P1 - 429V019.gif differ diff --git a/old_website/PAARC/PARC_image_analysis-student.ipynb b/old_website/PAARC/PARC_image_analysis-student.ipynb new file mode 100644 index 0000000..bc5e5db --- /dev/null +++ b/old_website/PAARC/PARC_image_analysis-student.ipynb @@ -0,0 +1,2852 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "This lecture is based on two GRADMAP resources originally written by Tomas Ahumada, Laura Lenkic, Edgar Perez, Alex Dittman, and Ramsey Karim, among other gradute students at the Astronomy and Physics departments at the University of Maryland" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "dxSuBGzuuKQ1" + }, + "source": [ + "# **Introduction to Image Processing**\n", + "\n", + "Image processing is a very useful tool for scientists in the lab, and for everyday uses as well. For, example, an astronomer may use image processing to help find and recognize stars, or a self driving car may use it to stay in the correct lane.\n", + "\n", + "This lecture will teach you some of the fundamental tools of image processing so that you can use it in your own studies/applications.\n", + "\n", + "# **Fundamentals**\n" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "IjU3hTl8EdOO" + }, + "source": [ + "# What is an image, *really*?\n", + "\n", + "![alt text](https://snipboard.io/xf3naG.jpg)\n", + "\n", + "*Figure 1:* Felix the cat\n", + "\n", + "As we can see from Felix the cat, images are just a coordinate system in which each block (x,y) has a value associated to it. These values are later interpreted as a color.\n", + "\n", + "For example, in Figure 1, we would be describing two colors (black and white) and we could describe them using 1's and 0's. In general, 0 is taken to mean the absence of color, which means that 0 = black and 1 = white. Putting these ideas together, we can see that each point in an image requires three peices of information:\n", + "\n", + "\n", + "1. x - position\n", + "2. y - position\n", + "3. color (1 or 0)\n", + "\n", + "So if we were instructing a computer to produce even a small image, we would need to give it a large list of numbers.\n", + "\n", + "---\n", + "![alt text](https://i.imgur.com/fU7Yfre.png)\n", + "\n", + "*Figure 2:* Checker board pattern\n", + "\n", + "For example, suppose we wanted the computer to produce the checkboard patter that we see in Figure 2. If we make a list of the information the computer needs, we can format it like (x-coordinate, y-coordinate, color) and the whole list would be\n", + "\n", + "(1,1,1), (1,2,0), (1,3,1), (2,1,0), (2,2,1), (2,3,0), (3,1,1), (3,2,0), (3,3,1)\n", + "\n", + "---\n", + "![alt text](https://i.imgur.com/ZraCTP1.png)\n", + "\n", + "*Figure 3:* Images\n", + "\n", + "To make the image making process easier, people decided to ditch the traditional coordinate system and use matricies instead! However, because both systems *work* and because sometimes one method can be more convenient than the other, both still exists, but they have different names. \n", + "\n", + "When you use a coordinate system to instruct the computer, that's a **scatter plot**. When you use a matrix, that's called an **image**.\n", + "\n", + "To instruct the computer to make a scatter plot of the 9 square checkerboard, we had to give it 3x9=27 numbers. To insturct it to make an image of the checkerboard, we only have to give it 9 numbers, but they have to be in the correct *order*. Specifically, the order looks like this:\n", + "\n", + "\n", + "\n", + "```\n", + "image = [ [1, 0, 1],\n", + " [0, 1, 0],\n", + " [1, 0, 1] ]\n", + "```\n", + "\n", + "Each location that we assign a value to is considered a pixel. Thus, we have created an image that is 3 pixels wide and 3 pixels tall, and it has a total of 9 pixels.\n", + "\n", + "When we watch youtube videos at 1080p, we are actually looking at pictures that are 1080 pixels tall and 1920 pixel wide. These images have a total of 1080x1920 = 2,073,600‬ pixels. If we round to the nearest million, there are approximately 2 million pixels in each image. This would be considered a 2 Mega Pixel (MP) image. This is the same number phone manufactures using when talking about how many megapixels their newest device has.\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "---\n", + "\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "rNVRtCrMU6Hu" + }, + "source": [ + "# Exercise 1: Making images\n", + "![alt text](https://imgur.com/uBM3KC6.png)\n", + "\n", + "Can you make the image matrix for the checker board that is shown above?\n", + "\n", + "For this we will:\n", + "1. create a matrix\n", + "2. plot the image using plt.imshow()\n", + "3. change the colormap\n" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": { + "colab": {}, + "colab_type": "code", + "id": "10LLvTAAYFBq" + }, + "outputs": [], + "source": [ + "# set exercise1 equal to your matrix\n", + "#SOLUTION:\n", + "exercise1 = #put your matrix here" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "ncm0-8LgYd9G" + }, + "source": [ + "We can check if we got this right by having the computer make the image. To do this, we will use matplotlib's \"plt.imshow\" function, which takes in *matricies* and turns them into images." + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 287 + }, + "colab_type": "code", + "id": "131q3x7vY253", + "outputId": "fab93553-9723-4469-e8ef-e060ad2779e2" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 35, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "\n", + "plt.imshow(exercise1)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "we9oScWgH6R8" + }, + "source": [ + "Now, we have gotten a figure that *looks* like the correct board, but the colors are wrong. To fix this, we need to tell the computer that we want to see the image in grayscale. We do this by inserting a \"cmap\" into the plt.imshow function. \"cmap\" stands for \"color map\" and in this case, we will set it to grayscale" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 287 + }, + "colab_type": "code", + "id": "rojd6LQTIWqB", + "outputId": "904f3217-d513-40ca-ba5a-5903671d4526" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 36, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "from matplotlib import cm\n", + "plt.imshow(exercise1, cmap=cm.gray)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "VHsXz1iOduap" + }, + "source": [ + "If the output of the code above does not match the chekerboad in the exercise try again or ask for help. Notice how the order of the numbers is important to final image." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Exercise 1, part II: \n", + "\n", + "1. Can you show what would happend to the plot if instead of ones and zeros you replace one number with a 2? \n", + "2. Now show what happens if you change multiple entries to different numbers.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 38, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# part 1\n", + "exercise1b1 = #put your matrix here\n", + "\n", + "plt.imshow(exercise1b1, cmap=cm.gray)" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 41, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAQ8AAAD8CAYAAABpXiE9AAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4yLjEsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy+j8jraAAAN20lEQVR4nO3df6yeZX3H8fdntIU/ZPKjU5pSBbLGzf1IxAZRF1MGJtAYukQW4A8FoznTSaaLJkNJMDFZpv7hMsBIGiDCYoAMjRyXNgYGDJcFRiWFUghyIFlo7ay2rkh0sLrv/jg35PFwTs/p9dzneZ6D71fy5Lnu+76e+/rmavPh/klTVUjSsfqtcRcgaWUyPCQ1MTwkNTE8JDUxPCQ1MTwkNRkqPJKckuSeJM903ycv0O9XSXZ1n+lhxpQ0GTLMcx5JvgIcqqovJbkaOLmq/maefi9W1RuGqFPShBk2PJ4GNlfV/iTrgAeq6m3z9DM8pNeZYcPjv6vqpK4d4GevLM/pdwTYBRwBvlRV31lgf1PAVLf4zubCfgO86U1vGncJE+/AgQPjLmEl+GlV/U7LD1ct1iHJvcBp82y6ZnChqirJQkn01qral+Qs4L4ku6vq2bmdqmobsK0b1+fmj+LSSy8ddwkT7/rrrx93CSvBf7b+cNHwqKoLFtqW5MdJ1g2ctswb9VW1r/t+LskDwDuA14SHpJVj2Fu108AVXfsK4O65HZKcnOT4rr0WeC/w5JDjShqzYcPjS8D7kzwDXNAtk2RTkpu6Pr8P7EzyGHA/s9c8DA9phVv0tOVoquogcP4863cCH+va/w780TDjSJo8PmEqqYnhIamJ4SGpieEhqYnhIamJ4SGpieEhqYnhIamJ4SGpieEhqYnhIamJ4SGpieEhqYnhIamJ4SGpieEhqYnhIamJ4SGpieEhqYnhIamJ4SGpieEhqYnhIamJ4SGpieEhqYnhIamJ4SGpSS/hkeTCJE8nmUly9Tzbj09yZ7f94SRn9DGupPEZOjySHAd8DbgIeDtweZK3z+n2UeBnVfW7wN8DXx52XEnj1ceRxznATFU9V1UvA3cAW+f02Qrc2rXvAs5Pkh7GljQmfYTHeuD5geW93bp5+1TVEeAwcGoPY0sak1XjLmBQkilgatx1SFpcH0ce+4ANA8und+vm7ZNkFfBG4ODcHVXVtqraVFWbeqhL0jLqIzweATYmOTPJGuAyYHpOn2ngiq59CXBfVVUPY0sak6FPW6rqSJKrgO8BxwG3VNWeJF8EdlbVNHAz8I9JZoBDzAaMpBWsl2seVbUd2D5n3bUD7f8B/ryPsSRNBp8wldTE8JDUxPCQ1MTwkNTE8JDUxPCQ1MTwkNTE8JDUxPCQ1MTwkNTE8JDUxPCQ1MTwkNTE8JDUxPCQ1MTwkNTE8JDUxPCQ1MTwkNTE8JDUxPCQ1MTwkNTE8JDUxPCQ1MTwkNTE8JDUxPCQ1MTwkNSkl/BIcmGSp5PMJLl6nu1XJvlJkl3d52N9jCtpfFYNu4MkxwFfA94P7AUeSTJdVU/O6XpnVV017HiSJkMfRx7nADNV9VxVvQzcAWztYb+SJtjQRx7AeuD5geW9wLvm6ffBJO8Dfgj8dVU9P7dDkilgCuCEE07gvPPO66G816frrrtu3CVMvB07doy7hIk3MzPT/NtRXTD9LnBGVf0xcA9w63ydqmpbVW2qqk1r1qwZUWmSWvQRHvuADQPLp3frXlVVB6vqpW7xJuCdPYwraYz6CI9HgI1JzkyyBrgMmB7skGTdwOLFwFM9jCtpjIa+5lFVR5JcBXwPOA64par2JPkisLOqpoG/SnIxcAQ4BFw57LiSxquPC6ZU1XZg+5x11w60Pwd8ro+xJE0GnzCV1MTwkNTE8JDUxPCQ1MTwkNTE8JDUxPCQ1MTwkNTE8JDUxPCQ1MTwkNTE8JDUxPCQ1MTwkNTE8JDUxPCQ1MTwkNTE8JDUxPCQ1MTwkNTE8JDUxPCQ1MTwkNTE8JDUxPCQ1MTwkNTE8JDUpJfwSHJLkgNJnlhge5Jcl2QmyeNJzu5jXEnj09eRxzeAC4+y/SJgY/eZAr7e07iSxqSX8KiqB4FDR+myFbitZj0EnJRkXR9jSxqPUV3zWA88P7C8t1v3a5JMJdmZZOfLL788otIktZioC6ZVta2qNlXVpjVr1oy7HElHMarw2AdsGFg+vVsnaYUaVXhMAx/u7rqcCxyuqv0jGlvSMljVx06S3A5sBtYm2Qt8AVgNUFU3AtuBLcAM8AvgI32MK2l8egmPqrp8ke0FfLKPsSRNhom6YCpp5TA8JDUxPCQ1MTwkNTE8JDUxPCQ1MTwkNTE8JDUxPCQ1MTwkNTE8JDUxPCQ1MTwkNTE8JDUxPCQ1MTwkNTE8JDUxPCQ1MTwkNTE8JDUxPCQ1MTwkNTE8JDUxPCQ1MTwkNTE8JDUxPCQ16SU8ktyS5ECSJxbYvjnJ4SS7us+1fYwraXx6+YeugW8ANwC3HaXP96vqAz2NJ2nMejnyqKoHgUN97EvSytDXkcdSvDvJY8CPgM9W1Z65HZJMAVOvLO/YsWOE5a0sGzduHHcJE29mZmbcJbyujSo8HgXeWlUvJtkCfAd4zd/+qtoGbANIUiOqTVKDkdxtqaoXqurFrr0dWJ1k7SjGlrQ8RhIeSU5Lkq59TjfuwVGMLWl59HLakuR2YDOwNsle4AvAaoCquhG4BPhEkiPAL4HLqsrTEmkF6yU8quryRbbfwOytXEmvEz5hKqmJ4SGpieEhqYnhIamJ4SGpieEhqYnhIamJ4SGpieEhqYnhIamJ4SGpieEhqYnhIamJ4SGpieEhqYnhIamJ4SGpieEhqYnhIamJ4SGpieEhqYnhIamJ4SGpieEhqYnhIamJ4SGpieEhqcnQ4ZFkQ5L7kzyZZE+ST83TJ0muSzKT5PEkZw87rqTx6uMfuj4CfKaqHk1yIvCDJPdU1ZMDfS4CNnafdwFf774lrVBDH3lU1f6qerRr/xx4Clg/p9tW4Laa9RBwUpJ1w44taXx6veaR5AzgHcDDczatB54fWN7LawNG0grSx2kLAEneAHwL+HRVvdC4jylgqq+aJC2fXsIjyWpmg+ObVfXtebrsAzYMLJ/erfs1VbUN2Nbts/qoTdLy6ONuS4Cbgaeq6qsLdJsGPtzddTkXOFxV+4cdW9L49HHk8V7gQ8DuJLu6dZ8H3gJQVTcC24EtwAzwC+AjPYwraYyGDo+q+jcgi/Qp4JPDjiVpcviEqaQmhoekJoaHpCaGh6QmhoekJoaHpCaGh6QmhoekJoaHpCaGh6QmhoekJoaHpCaGh6QmhoekJoaHpCaGh6QmhoekJoaHpCaGh6QmhoekJoaHpCaGh6QmhoekJoaHpCaGh6QmhoekJoaHpCaGh6QmQ4dHkg1J7k/yZJI9ST41T5/NSQ4n2dV9rh12XEnjtaqHfRwBPlNVjyY5EfhBknuq6sk5/b5fVR/oYTxJE2DoI4+q2l9Vj3btnwNPAeuH3a+kydbHkcerkpwBvAN4eJ7N707yGPAj4LNVtWee308BU93iS8ATfdbXg7XAT8ddBMDMzAxMUD0d61ncpNX0ttYfpqp6qSDJG4B/Bf62qr49Z9tvA/9XVS8m2QL8Q1VtXGR/O6tqUy/F9WTSarKeo5u0emDyahqmnl7utiRZDXwL+Obc4ACoqheq6sWuvR1YnWRtH2NLGo8+7rYEuBl4qqq+ukCf07p+JDmnG/fgsGNLGp8+rnm8F/gQsDvJrm7d54G3AFTVjcAlwCeSHAF+CVxWi58vbeuhtr5NWk3Wc3STVg9MXk3N9fR2zUPSbxafMJXUxPCQ1GRiwiPJKUnuSfJM933yAv1+NfCY+/Qy1HFhkqeTzCS5ep7txye5s9v+cPdsy7JaQk1XJvnJwLx8bBlruSXJgSTzPoOTWdd1tT6e5OzlquUYahrZ6xFLfF1jpHO0bK+QVNVEfICvAFd37auBLy/Q78VlrOE44FngLGAN8Bjw9jl9/hK4sWtfBty5zPOylJquBG4Y0Z/T+4CzgScW2L4F2AEEOBd4eAJq2gz884jmZx1wdtc+EfjhPH9eI52jJdZ0zHM0MUcewFbg1q59K/BnY6jhHGCmqp6rqpeBO7q6Bg3WeRdw/iu3ocdY08hU1YPAoaN02QrcVrMeAk5Ksm7MNY1MLe11jZHO0RJrOmaTFB5vrqr9Xfu/gDcv0O+EJDuTPJSk74BZDzw/sLyX107yq32q6ghwGDi15zqOtSaAD3aHwHcl2bCM9SxmqfWO2ruTPJZkR5I/GMWAR3ldY2xztJRXSJY6R72+27KYJPcCp82z6ZrBhaqqJAvdQ35rVe1LchZwX5LdVfVs37WuMN8Fbq+ql5L8BbNHRn865pomyaPM/r155fWI7wBHfT1iWN3rGt8CPl1VLyznWEu1SE3HPEcjPfKoqguq6g/n+dwN/PiVQ7fu+8AC+9jXfT8HPMBsivZlHzD4X+3Tu3Xz9kmyCngjy/u07KI1VdXBqnqpW7wJeOcy1rOYpczhSNWIX49Y7HUNxjBHy/EKySSdtkwDV3TtK4C753ZIcnKS47v2Wmafbp37/w0ZxiPAxiRnJlnD7AXRuXd0Buu8BLivuitOy2TRmuacL1/M7DntuEwDH+7uKJwLHB44HR2LUb4e0Y1z1Nc1GPEcLaWmpjkaxRXoJV4RPhX4F+AZ4F7glG79JuCmrv0eYDezdxx2Ax9dhjq2MHs1+lngmm7dF4GLu/YJwD8BM8B/AGeNYG4Wq+nvgD3dvNwP/N4y1nI7sB/4X2bP1T8KfBz4eLc9wNe6WncDm0YwP4vVdNXA/DwEvGcZa/kToIDHgV3dZ8s452iJNR3zHPl4uqQmk3TaImkFMTwkNTE8JDUxPCQ1MTwkNTE8JDUxPCQ1+X9h7/Ax4GfAoQAAAABJRU5ErkJggg==\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "#part 2\n", + "\n", + "exercise1b2 = #put your matrix here\n", + "\n", + "plt.imshow(exercise1b2, cmap=cm.gray)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "0PG75Q0Gf7NZ" + }, + "source": [ + "# Exercise 2: Understanding matrixes with scatter plots" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "tjkALS6cgIvX" + }, + "source": [ + "Other plotting tools like plt.scatter, helps us show data in very intuitive ways. " + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 283 + }, + "colab_type": "code", + "id": "OSwE5MSogfPC", + "outputId": "93deac69-6f79-4b38-ab98-d382a93baa4c" + }, + "outputs": [], + "source": [ + "%matplotlib inline\n", + "import numpy as np\n", + "\n", + "N=100 #number of data points\n", + "np.random.seed(0) #fix Random number generator seed for consistent data\n", + "\n", + "#make some 'fake' data to plot\n", + "altitude = 2**np.random.uniform(low=0.0, high = 5.0, size=N) \n", + "temperature = 300.0 - 5*altitude**0.5 + np.random.normal(loc=20,scale=10,size=N)" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, 'remember this is fake data!')" + ] + }, + "execution_count": 42, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# use plt.scatter() to plot the arrays altitude and temperature\n", + "import matplotlib.pyplot as plt\n", + "plt.scatter(#what goes here?? )\n", + "plt.xlabel('altitude')\n", + "plt.ylabel(\"temperature\")\n", + "plt.title(\"remember this is fake data!\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now, what if in addition to altitude, we have data for X and Y positions:" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [], + "source": [ + "x = np.random.uniform(low=0, high=10, size=N)\n", + "y = np.random.uniform(low=0, high=10, size=N)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "With a little extra legwork, we can make a 3D scatterplot in matplotlib showing at which positions we have data:" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 0, 'altitude')" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAV0AAADnCAYAAAC9roUQAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4yLjEsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy+j8jraAAAgAElEQVR4nOy9eZhkd3nf+zmn9u6q3tfpmemeXmYfjaTpGc0gWQgDsQUYCNhC2A6ywXABO3EI5FpxrATbF1nKfXByY3J9iQNBkAewcMLlWuFeGwsLMNZ4NNKMds10d3X1vnft+1nuHz2/M6eqa6/qbVTf59EjqbvrV3VOnfM97+99v+/3lXRdp4466qijju2BvNMfoI466qjjzYQ66dZRRx11bCPqpFtHHXXUsY2ok24dddRRxzaiTrp11FFHHdsIa5Hf16UNddRRRx3lQ8r3i3qkW0cdddSxjaiTbh111FHHNqJOunXUUUcd24g66dZRRx11bCPqpFtHHXXUsY2ok24dddRRxzaiTrp11FFHHduIOunWUUcddWwj6qRbRx111LGNqJNuHXXUUcc2ok66ddRRRx3biDrp1lFHHXVsI+qkW0cdddSxjSjmMlZHHXmh6zqappFMJlEUBavViizLWCwWZFlGlmUkKa/ZUh11vCkhFRlMWbd2rGMTdF1HVVUURcn4b/E7M9EK4pVlGbvdXifjOt4syHuB1yPdOkpGNtkKMtU0zfjv7L/XdR2/38/y8jIjIyPG70RELP6pk3EdbxbUSbeOotB1HUVRUFWV5557jjvuuAObzVb0dZIkIUkSFovF+LdYD0BRFNLpdMZr6mRcx62OOunWkReCbEXqQJBokZTUJmS/RhBoNpFmk7E5VSFIW+SNBTnXybiOvYY66daxCZqmZeRpBdmK/84m3VKIrxSiLkbG2akNXdcLRsZ1Qq5jN6JOunUY0DTNSCMAOYmr0ki3GpRKxmasrq7S1dWFzWark3Eduwp10n2TQxS70uk0mqYBuclWQBTOykElRF3quuZ/C+i6zvT0NB0dHSSTyU2vEdGxOVVRJ+M6tgt10n2TQmhsFUUpiWwFapHT3WqIY8hVgBPHraoqqVQq43fmNIWIjutkXEetUSfdNxmyyVaQSqnEkk2g8Xgcr9dLIpHA7XbT2NhIY2MjLpcrQ0K2naRbCPmO1UzG2VrjXDnjuqKijkpRJ903CXJpbCuJ4gTpRqNRvF4v0WiU/v5+HA4H8XicSCTCysoKsVgMAJfLhd1uJ5FIEI1GN5HxbkElZFyXt9VRCeqke4vDTLaXL1/mzJkzVZGeqqq88cYb6LrOoUOH6OjoQNM00uk0brebzs5O4281TSORSLC+vs76+jo+n88gY6fTSWNjI263m4aGBhoaGvYcGYtceCqVQpIkJiYmGBoaqpNxHQVRJ91bFOaGBhGhZVf4y0EgEMDr9RIKhRgcHOTgwYNFXyPLskGm6+vrnDhxArhJxtFolGg0mhEZCzIW/1RDxltJcrnIOBgMGp+13vhRRz7USfcWQ66GBkEEQnlQKomJFl6v14vFYmFoaIi5uTk8Hk/G35VbfBNk3NDQkBEZ67pOPB43yHh1dXVLyHgrUWrjhxmCfOuNH28O1En3FkGhhgaBUuVeuq6zurqK1+vF6XRy5MgRg2jn5+fLloyVCkmSyiJjXddxuVy3BBnXGz/ePKiT7h5HKQ0NAsVIV9d1lpaWmJycxOPxcPLkSRobGzetsd2SsXLIOB6PG+kLr9d7y5Bx9mtEZFwn472HOunuQZTb0CCQj3Q1TWNhYYGpqSlaW1u5/fbbcblcOdfYTTrdQmR86dIlmpqaiEQirK2tEYvF0DTNiIwbGhpwu924XC7DiGc3oRgZCx/j6elpmpubaW5urjd+7BHUSXcPodKGBgFJkjJIV9M05ubmjO6tM2fO4HA4iq6xW0i30PvJskxHRwcdHR3Gz3Vdzyjgra+vG2ScK2e8F8hYURTDDKje+LE3UCfdPYBqGxoERGpAURRmZ2eZm5uju7ubc+fOlWTVKNaoJKe7G5ojJEnC5XLhcrlqTsY7dXzmwmg5WmPx73rjx/ajTrq7GEJju7a2RjKZpKurq+roZHp6mkAgwL59+7jrrruwWsu7BHbC8GarUQsyzpeO2WqUokapN37sLtRJdxciu3sskUgQiUTo7u6uaL1UKoXP52NlZYW+vj7Onz9f8dY5H+kWuhm3O71QK5RLxtFolJdeemlb0xTlSACzUU7jh0CdjKtHnXR3EXI1NIiLXKgTykEikcDn87G+vs7BgwfZt28fnZ2dVZHAbnIZ2ynkImNVVbly5QojIyNEo1Fisdi25IyrId18KETGsJFHvnr1KsPDw0YNoE7GpaNOursAhRoaYKMIUg7RxWIxJicnCYVCDAwMcOTIESRJ4vr161VrbPMRaPb29M0GoasVZJz9u2QyaUTGfr+faDRqkHFDQ0MGIZdDxltBuvlgLuKpqmp4FZfa+FEn4w3USXcHUUpDA5QeXUYiEbxeL/F4nEOHDnH8+PFNW8OtIt1i6YVbHYUeOpIk4XQ6cTqdtLe3Z7zGTMZzc3MGGTscjgwizkfG20m6Zqiqanyeaho/zNK2N4uiok66O4ByGhqAoumFUCjExMQEiqIwODhIW1tbVeRdCLIsb4pmFEUhGAzS2NhYsgriVkMlkX45ZByLxVBVdRMZq6q6I6QriLMQ6o0fuVEn3W1CpQ0NkJ8shS8CwODgIK2trRWtUw7MkW46nWZqaorFxUWampqIxWKk02nsdnuGt252V9utiFqmV8oh40gkwvPPP7+JjBsaGspWpmwXSm38yH5NrlTFXiTj3fmt3EKotqEBMiNdXddZX1/H6/Vis9kYGRmhqamppHUqaeHNhnArGxsbY3l5mYMHD3LhwgVDpC8eLJFIhGg0ysLCgkESL774okEKwtJxNzYgVILtyGnnIuNIJMLo6GjJkfFeJGO4eR/Nzc2hKAr79+83fmcu4ImgptR7YiewO8/+LQBRHEun0xnNDJXcmLIso6oqy8vLTE5O4nK5OHbsGG63u6x1sjvSykUqlWJhYYFAIMDhw4e5cOHCJiKXJAm73U5bWxttbW3Gzy9dusSRI0cMYpiZmdnUmrvTPgnRpMLUehynzcJAuwu5jO9qJwuJhSLjVCplnPP5+Xmi0WgGGYt26N1MxnAzUNE0DbvdbjyszVpjgL/6q7/ixRdf5NFHH93Jj1sQu/cs71GYNbbz8/OkUikGBgYqviF1XWdlZYVgMMjKygqnTp2ioaGhorVy5WNLQTKZxOfzsbq6SltbG263OyPSKIa0qvHamsr8tQB9LU7uPHAAi7xxPsw65Gw7R0HGIlXhcrm2jNgWggn+3Q+8RJMKqq5z54Fm/pef6ccql/Z+u1G9IUkSDocDh8OR8QAsRsbZaopsMt5J+Z+iKDidTuP/swOZYDBIc3PzTny0klEn3Roh1zgcq9VKPB6v6GbUNI35+Xmmp6dpbW3F5XIZJuCVotycbjKZZHJykvX1dQYGBhgZGWFtbQ2/31/yGpqu8+3n5/nJnMo+JchPJ/xMrcf54O09xg0jZFbZUyeEg1g4HGZxcdE4lyI6E6TgdDqrJrxvXJojrqh0euzous7l6SCj0wHuGiicJxfYjaSbD6WSsUgNqaqK3W7P6L7bqWM1qyZyIRgM0tLSso2fqHzUSbdK5GtogOKqg1xQVZXZ2VlmZ2fp6upidHQUu93O3//931f9WUsl3UQiweTkJH6/n0OHDhk6Xyi/0WElnOKV+TAdLolOtx1N17k8FeSdRztoduVXOsiybNzkXV1dxs81TSMWixGJRAgGg8zPz5NIJDL+3u12o2laWUS4GEritt+UQEkSrEdL3xXsJdLNh3LIOBaLcenSpQwyzhcZ1xKKohRcPxgM0t/fv2XvXwvUSbdCFGtogPJIV1EUZmZmmJubo7e3tywTmlJRjHSFB20gEGBwcJCjR49uIpJyo2UdHVkC8QqxmlbhDlWWZdxu96Z8tqqqGW25iUSC5557DovFsklJYbfbN617pLuRS74A3R47iqaDDgfbSvdTuBVINx+yyTgej6OqKidPniwpMq4lGZdCuvVI9xZDqQ0NAFartehcMiG7Wlpaoq+vjwsXLmxZRT8fYYox6qFQiEOHDnHs2LGCQv9yIt0Ot4O+Ficvruo0JxWCCYXDXY00u2p76VksFpqamoyqtd/v5+zZs6TTaSMyXllZwefzkU6nsdlsGZHxh+7oJhhXuL4cRQJ+6c5ejveUXqjcCdLdqdyq2OIXioyFgiUWi7G4uEg0GkVRlE1k3NDQUFZwUYx0Q6FQnXRvFZTb0ACFI11zcUrIrra6Yp9NurFYDK/XSzgcZnBwcFMHWy6US7pWWeLXzx/gP/sXcTbYOb2/ibcf6ShLGVANbDabYfJthjlCW1xcJBKJ8NYmhZ9pddDiaaSlSSUcDpfclrtTpLsT0XWxvGo+BYsgY/N5F2Sc/RDMR8alkG69kLaHUU1DA+Qm3Xg8zuTkJIFAwChObZc8SpBuLBZjYmKCaDTK4OAgJ06cKPmYKmmwaHRYuafPytmzuyfXZrfbsdvtGQ0lIncplBTmtlyzYY0gBfP3thMEuBtagMuBIOPs8w6bH4K5yLixsbHoMQeDwaJNQjuNOunmQC0aGiCTdKPRKJOTk4TD4aJb+EKfq5obO5lMsra2ZpBtR0dHRa2rt5JjmBnm7XK23tVs5SjG/4jBmCK/LK6X7SLCnSLdrXjfUsh4aWmJeDzOpUuXNpFxQ0MDdru9ntPdaxCyr9XVVWPmVDVthhaLhVQqxYsvvkgikSg7qsxeS1XViooRkUjEiGxdLhdnz56t+JhuZdLNh0K+uvF4nEgkwurqKqFQiOeffx7A0LqKIl4tZG3Z2GuRbiXIJuNQKMTZs2c3kfHLL7/MF77wBeLxOJ/73Oc4ceIE58+f5/Tp0yW/VyKR4N577yWZTKIoCr/4i7/I7//+7zM5OcmDDz7I2toaZ86c4Rvf+EbOYmypqJMumzW2r732Gm95y1uqukmCwSATExMkEglOnDiRkduqBJVs68PhMBMTE6RSKYaGhnA6nVy/fr2q46qFf8OtAqEZFu3MDoeDoaEhI4UTjUYJhUIZsrZsjbHD4aj4+3gzkK4Z5od9NhkfOXKED37wg9x999184AMf4PXXX+fVV18ti3QdDgc//OEPcbvdpNNp7rnnHu6//37++I//mM985jM8+OCDfPKTn+QrX/kKn/rUpyo+jjc16eZqaKjW61P4IsiyzNDQEIlEomrChfLkZ+FwmPHxcRRFYWhoyHj/RCKxZdaOb3aYUz+FZG1CSeH3+5mdnSWZTGKxWDLyxflkbdnYSdLdiZbhYkU0XdexWCzcd9993HfffWWvL0mS8Z2l02mjhf+HP/wh3/zmNwF46KGH+PznP18n3XJRTGMrorlSn+a6rrO6uorX68XpdHLkyBE8Hk9NP3MpEaaweFRVlaGhoU35sa300y0Ft7KWtZRjs1gseDyeTdeGoijGVnl1ddWQtVmt1k0aY3NFfydJt9jU6K1AMdJNJBIVt8gLqKrKmTNnGB8f5zd/8zcZGhqipaXFeN/9+/czNzdX1Xu8qUg3F9nmulGEvrYY6eq6ztLSEj6fD7fbzcmTJ7fMxrBQpCtSGbquGxdJLtTKTzdbdjY+Pk4gEECWZaPKL8jCXOXfCtKNpVTCCYW2Rhs2y/YTkEA1x2a1WnPK2sxubUtLS5u0rrIsG9fzdkaexdILgViaN5YiOG0yJ/c1lexfUQzF7slAIFC1u5jFYuHq1asEAgH+8T/+x7zxxhtVrZcLbwrSLaehAYpv5TVNY3FxEZ/PR0tLC6dPn847DVY4I1UbkeQizEAgwMTEBJIkMTQ0VFSfWMtIV8jOYrEYg4ODHDlyBMCo8ovikjCvicfjTE1N4fF4alZY+ruJdb7+D3OAjsdp5Z+/7RAHWnfvVN5yYbPZaG1tzSlri0ajrKysGJaZIvo0R8ZbZZ1ZiHR9azH+5XdfJ5HW0HSdYz0e/uh9R2ryQNzObrSWlhbe9ra38eyzzxIIBIz3np2dpa+vr6q1b2nSraShAfJ3kgk/z+npaTo6Ojhz5kzRbZYg8GpvSPODwO/3MzExgSzLZfnp1iIfKxzBXnrpJYaGhoxqvpgam6vKr2kaly9fxul0ZvgliFymIAq3211yd9JiKMkTF2dpdllxWGUC8TR/8oyPx9+/uXV5O7BdqROzrE3TNKxWK0NDQxkG55FIJGMoZi63tmqux0Kk+x+f8RFLaXicG7PTXpkP8TdvrHL/ia6cf1/u+xYj3WoaI1ZWVrDZbLS0tBCPx/nBD37A7/zO7/C2t72Nv/iLv+DBBx/kiSee4H3ve1/F7wG3IOlW29AAm0lXVVXDF6G7u5uzZ8+WLBkRZFmtj4IsywSDQbxeL1arlcOHD5e9laqGFMytwjabjbvuustYrxiRC7f/zs7OjJtG5DJFi+7k5GTG9lkUo3JFbEvhjckCDusGebS4bCyGk8TTGg32na2sbxfM0XUhT13h1haNRlleXiYejwMYGuNy3cMKRfWLoSROm8kciZvfVbUoFukGAoGqIt2FhQUeeughVFVF0zQeeOAB3vOe93D8+HEefPBBfu/3fo877riDj33sYxW/B9xCpFurhga4SbqKojA1NcXCwgJ9fX3cddddZefOKh2fLiAmRSwsLGC321l17OOlhQTt4TUeOOOkrbFyvWApECY4wWCQwcFBjh07xsWLF/O6+xc639nElCuXad4+RyIRZmdnja6wjIhNtm3k6FUNq0UmnFBoclhx2XYur7sbO9LMsrZSrDOFrM2spsiWtRWKdG/r8/CjsXWanBKqDhZJ4mh3eWb7+bDV6YXbbruNK1eubPr54OAgly5dqnjdbOx50hWyr/X1dTweT9UNDQKzs7OMjY2xf//+qkxoKiVdXddZW1vD6/XicDjo7u7m6WmF712aRZZA1eDHY2v851+5Hbez9l+jsHcMBAIlmeAUS12U+n0UMlERJBGJRIhHItzRFOXHcxpWqwWn3cqn37KPVCpVlXC9Uuy1NuB81plC1haNRjelgoTGOJFIZFiZmvFbbx0gEEvz4lwYSYJfPdfHXQO1ybMqilJQnbAXzG5gD5Nutsb2lVdeqbqhIZFI4PP5WFxcpK2trSYmNOWSrll+5nK5OH78OG63m6mpKb736hRulx3rjaLEWjTJP/j8vP1oZ5FVS0cymcTr9eL3+/PaO1aCavPJuSK2U6fggVCcpUAEFyn0VJzXX3+dVCpFPB7n+vXrGbnMrazwlzIddy+8ZyFZm9AYp1Iprl+/bsjazJI2t9vNY+8/RiylYrNINVWUFFMvBINBent7a/Z+W4U9R7qFGhoqJYdYLMbk5CShUIiBgQE8Hg+pVKomF7TFYilq7wg3x/J4vV4aGxs3yc9kWUbbFFlIaDXKJZqnRBw6dKhmZCuwVU0VnU0uOps2KxYuXbpEV1cXkUjEcBHLrvDnMq6pFDsV6W6XVMxqtRrWmXNzc9xxxx0AGa5h5ry8zWbbpDGu9rOWUkirR7pbAFVVjU6R7Jul3As/Eong9XoN2ZOwNlxeXjakTtXCarUWjHTNZOt2u7nttttybqGsVitvHWjkxzNJHFaZtKrRaLdy5mB1F1kqlWJycpK1tTUGBgYypkTUEtvdySZJEi0tLRk3oajwC+2rMK6BzKKS2+0uW9K219ILtYKo9meTnTkvbzY3N08nLnci9K1gYA57kHRlWc55oZXTRRYKhfB6vaTTaQ4dOkR7e3vGDVOK+XipyJdeEI0Vk5OTNDU1FdT6wsbxPXCymaH9Ti5O+mlvtPOxu/srKqQJdYfP52NlZWXbLCZ3un3YXOHPlrQJ45pwOMzCwkLGCCChoijUnrsTBLgbSDcfSrHONBdJnU7nJo1x9rHVSXeXwWazkU6nC5Ku3+/H6/UCGxXJfL6b1SoOCq1lJtvm5mZuv/32gmRrXgdd45fPHeCXzx2o6jONjY2xsrJCf3//tpinw/ZX9suBuahkhhgBJBo9zFMnzFFxY2PjmzbSLQelWGdmN9UIxUpjY6PhU5EPoVBo13vpwi1EuvmiUyG5EvrW4eHhogLqWke6yWQSXddZXFxkcnKS1tZW7rjjjoxR0sVQbTeZGAsUjUaNsUDbecPuRaOc7BFAArmMzhOJBE6nk3A4XLMmhGLYCdLdiu+wUFONWWOcSCR44YUXjKKqeOi5XC6j8aYe6W4B8kUTItIVELnSyclJXC4Xx44d2+T6lA+1JF1ZlgkEAjz77LO0tbVx5513lkW2ApVG30JrvLi4yIEDB2hubqa3t3fbb9atJN1ALI1vPU6Ly8pAe3WGJ6Ug1yia8fFxY8RMdhNCtoNYNXaOZtzqKY3sHcjq6ipnz57dNBH64sWLPPLII0QiET796U9z8uRJ7rnnHs6dO1fye83MzPCRj3yEpaUlJEniE5/4BL/927/N5z//ef7sz/7MUMw8+uijvOtd76rquPYc6eaDIEoRUfp8Ppqamjh16lTZzkO1IF1N01hYWGBiYgKbzVZSy3AhlBvpZpOtiGxXVla2xA+3FFLdCtJ9ZT7Mv/7La6iajqrpvPdUN5/8mYM1f59S4HQ6aWtr29SEkM/OMTtFUW7X4k6Q7k556ZqRbZ05NDTEu9/9bu655x4+/elP8+qrrzI7O1sW6VqtVr74xS9y5513Eg6HOXPmDO985zsB+MxnPsPnPve5mn3+PUe6hSbvLi0tMTY2VtH23YxqtvKapjE/P8/U1BSdnZ0cPXqU1dXVqq3wSo10FUVhenqahYUF9u/fz/nz5zNuElmWt4T8iq25VfnOP/x/x9A0nQabBU3X+X9eXuKeoe3P6+XL6ebz1lUUJaeDWHZ1X7iJ5YKZdBVN58XZEElF5USvh2ZXdW3n+bAbDMzzQZZlRkdHGR0dLXv93t5eQ+Pr8Xg4duxY1RaO+bDnSBcyoypVVQ0TGrfbzejoaNUdSZUQhNkMp6ury/BnCIfDNSnKFXsQqKrK9PQ08/Pz9PX1bSJbAeF6ViuIiHpubs5QB+TSwW5FeiGtaqzH0rTc6MiTJQkJWAqn2O55sOUem9VqzSlpM+eLZ2ZmMmaxZZvWCNJNpFX+6ZOvMr4S3ciP2mT+rw+f2hLHtZ0i3WLvm0gkaubx6/P5uHLlCnfddRc//elP+dKXvsTXv/51RkdH+eIXv1h1sW5Pki5s3OzChKa3t5fh4WGSyeS2t4Bqmsbs7CwzMzN0d3dz7ty5jG1irZQQ+dYRZjzCci4f2QrUatyOoijMzs4yNzdHX1+fsZUzk4ZZByu6iVKpFG63G7vdXnX0a7PIHGx1MR9M4HFYSasaSDDQ7sIfrvoQy0a1W/1C1X3Rmmv2SUgkEkxMTPCjeXh9MYzDKiPLEqGEwr/7wQR/8sDJag9pE3aKdEuRi9Vi9HokEuGDH/wg/+E//Aeampr41Kc+xSOPPIIkSTzyyCN89rOf5atf/WpV77EnSXdyctK42c+fP4/VamV1dZVoNLptn0FVVWZnZ5mdnaWnp2cT2QqU2pFWDNlkaXY+6+3tNc5DueuUC03TSKVSXLx4kX379hkmQMLVLZ8O9rXXXsNqteL3+5mZmSGVSuWUXpV7Q3/+3SP8q+9dYz2WAuDTP9PPcGcjz/kqPsSKsJWSMUmScvokvPDCC+zbt4+V8VlUTUNVNBR0dA0mlzdms9WqG0xgN5NutcqFdDrNBz/4QX7lV36FD3zgAwB0d3cbv//4xz/Oe97znqreA/Yo6ba1tXHw4MGMyCJbvVAt8pmPmyPL3t7eos5jtYp0BVmaI+uenp6ync8qJV1d15mfn8fn8wEwOjpacs5clmVsNhvt7e0Z0Yi5a0lIrzRNy5ADFesOO9Dq4msfOc1aJIXHaTVsHbdbnqZp2rbrdHVdp6mpibuP9vK3k1Eslo30iqZo3NbnMYq5ohus0FSPUrFb57KFQqGqIl1d1/nYxz7GsWPH+Bf/4l8YP19YWDByvd/97nc5ebL63cOeJN2WlpZNxFFLmZd5PZGuMKcz9u3bV3JkWSvSFfm+Z599tiKyFSiXdEUzh9frpb29nbNnz3L16tWyo51cOd18XUu5usOyq/1ut9s4fqss0d20/TO7zNiJ5ghhePOOIx28sRjhOy8sAHBbXxO/+66juB3WjL/N14CQ/ZArJGnbyUi32Kieakj3pz/9Kd/4xjc4deoUt99+O7AhD/vWt77F1atXkSSJgYEBvvzlL1f8HgJ7knRzXRA2m21LSFeW5U0FqnLIrtob0Vyg03U9bxqjVJRKukLnPDExQXNzc4a+uJKiWKmvMbuJmbfSZsPzpaUlYwCnOXoTQvlqJzpXgp0kXYB/et8hfuPug6RVHY/DsumzFGpAyGflmGuqx62aXrjnnntyXp/VanJzYU+Sbi6IvGKtIMsyPp+P9fX1qj11K4FZetbV1cW5c+d47rnnajKBohj5ra2tMT4+TmNjY8425VzEXYxwqlUv5DM8FwY2YvpEPB5HkiTi8bihaBGFu63Ebph07LJZKFcpZpa0mfOX+aZ6iLy92Hls1Ry2bGz11IjtgCRJI4BrT5JuPj1kLfJ4ol12dXWVffv27QjZLiws4PP56OzsLGk0UFrV+PJPfDz9xjIOq4WP3d3PO4/lnklVKNL1+/2Mj49jt9sLTjaulEBrnWfNZ2CjqqrxgFpbW2NqairDM6HQGKBKsRtIt5bI95ATs/nS6fSmqR7mqLjU0T+lQlGUgjWEUCjE8PBwzd6vVpAkSdJ1XZck6WeBB4Bf35OkuxUQrlvLy8scOHCAAwcO0NLSsm2Eq+u6QbYid1pqdPbEs9M89dIiza4N2dQf/804nW4Htx/YnOPKpdMNhUKMjY0hyzJHjx7dZGCda41K0gvbBYvFgsVi2WRoLeRskUhkkwbWTMaVtOneaqSbC8Kzurm5Oe8ctkgkYrRAi1SRmYwrlQruYYcxCdCBLwAfBfrf9KSbSqUMi8ODBw8a7bJer7dmTmOCpPLNFTOTbaHmjnyKip9OrNPosGC1yFgtEEupXJ4O5CRdc6QbiUQYGxtDVVVGRkZKLkTki99BnDgAACAASURBVJYLEc9uMLzJ5ZlgtnXMzmmaibiY7OrNQLqQu5CWbw6bGP0jWqCFVNBqtW6SChark5SiXtilpCsuegtwHXDsSdLNd3HLslxyol+Yd6+urua0ONwKT13zRWN2HWtrayvJm0GQXTbpNrtsrEaTOG0bx63p0JoncyTLMolEgpdeeolEIsHw8HAGCZWCrSykbTfMpirmnKaYiJA9eUJ03JkLd4Ueqrcayimk5Rv9k+/cFprqUcqonlo0R2whngZ+ERjck6SbD4IoC3055rE0/f39ec27rVYryWRtRkeLBgmr1Zrhp9vS0lKW61gu8gb45L0DPPzdV1mPbjQI9LU4+bnj3Zten0gkWFhYIB6Pc+LEiU3m7aVit+R0txK5JiII2ZVIUYgJI+JBNj8/T3Nzc0Gz81php85lLXS6+c5tMpk0yDh7qkckEiEUCmGxWHLqtoPB4K700tVvfFG6rv8rSZL+FFjek6RbyPQmnU7njBjFdFu/31/SWBqr1VqzDjdBukLv2tzcXJEhT75t/dEeD//pw6d5cTaI3SJzYbCNRtMmRgybDAQCtLa20t7enlF4KheVNFjcClGgWXaVvY1+/vnnjc5In89HKpUyIjdz4a5WjQU7FVlvlWTMXBQ154tF+ufll18mFouxurqaMZ1YlmXGxsYIh8MVk24+W8f19XU+9KEP4fP5GBgY4MknnyzrPSRJkoHTQAyI6br+KUmS7HuSdPMhl1bXTLblDFysVfuuaGq4evUqra2tJU+KyPeZ8uWZ+1pc9LVkrptOp40Uijj25eVlwuHqjAlupfRCLWAu3AlCyjavmZ6eNh7iorhUjb/uTnaGbaeaR6R/LBYLQ0NDxnkSUz2mpqZ46qmnmJ6e5sKFC3R2dvLAAw/wiU98ouT3yGfr+LWvfY23v/3tPPzwwzz22GM89thjPP744+V8/Ebgk0AIsEuS1AnM3FKka9bqxuNxJicnCQaDFU23LTZQshjEKPWJiQnS6TQjIyP09PRUvB6UHmEqioLP52NpaYn+/n7Onz9v3KClrKHrOpGkikWWjLZaM3IRaCqVIpVK5ZUK3cqkC5sjz3zmNWZ/3UAgYPjriuKSOadZiNzeLKRrhvn8iqkep06d4k//9E+59957uXLlCisrK2UHFflsHb/3ve/xzDPPAPDQQw9x3333lUu6CvDfgS7gV4Awe5V0C02PiMVivPrqq4RCIQYHBzl27FhF27BKC2mCbL1eLw0NDdx2223MzMzUxHCkWEux2d7xwIEDnD9/HlXPnJpcjHQTaZVvXprl9cWNC/fekXbefbIHWb55Ds1rmAuSdrt9E4EIEtlu0t1ugi91u5/PXzedThtR8cLCApFIpKD+dadI19wFt9sgSRJdXV0ZnYzlwmzruLS0ZJBxT08PS0tLZa2l63oc+GtJkm4H0rquPwB7uCMt+yaOxWIsLy+TTCY5duyYMU69UpRLurqus7a2xsTEBC6XK2NiRbVRs0A+wtQ0zTDhEb4Qz1xf49f/5FkSKY3D3W4e/8AJujyOok0kf/3aMq8uhOhrcaLp8LfXVjnQ6uL2AzeLHpIkoSgKExMTLC4uMjAwwNDQkNE2LQjEbGQjbDeTyWRVethbFTabjdbW1pw+FOb253g8jizLOJ1OEokEfr/faNG9VVHsASoaX6pFtq2jGUKjXA4kSZJ1XdeAJqBRkqQjQGDPkq5ANBrF6/USjUZpbW3FarVW9aQTKMeoRrTNulyunJ1cW+Wpa24V7u7uNkxwJlai/MH3r2GRJRodFsaWI/zu//0a/+Wf3FE00vWuxmhpsCFJEhYJ7FaZGX/cIF1N0wiFQiwsLGRI7cyfKxeBzMzMoCgKLpeLYDDI3NycERV7PJ6MqLgWkdROkHmt37OQ/nVlZYWZmZmMFt1Ckqu9jGJRfTAY3ESS5SKfraNwGVtYWCibV24QLsAV4EfAfwJ+vGdJNxqNMj4+TjweZ2hoiPb2dlZXV/H7/TVZvxSiXF9fZ3x8HIfDwYkTJ/IOvqy1p65Z49vR0bGpe+2NG6kBm2XjQm2wW3h9IYyq6UVJt6fZwcJ0HLdjQ96WUjQ63Q6jiWNychKbzcbw8DB9fX1lfXa73U53d3eGHja7SyxXsUlExXVswGxGc/jwYSCzcJctuco+l7UwkN9ObHU3Wj5bx/e+97088cQTPPzwwzzxxBO8733vq3T9MPAHkiSdAM7uWdJdXl6mr6+PtrY24wKqpaduoYtSeBTYbDaOHz9edMqwGMNuRjih8B//doKX5kJ0exz89s8OMdSZ2+tAQJZl/H6/ofHN11DR1rhBwCLPmFZ1PC4rFlkqOq7nXSe6mfXHWQgm0HQ41efhoCvNxYsXaW1t5ezZs8zOzpYdQeV733xdYrk6mczeCR6P55aJ5CpBdvRXSuEuV1eYeYdRrEC2U4XQrZ4akc/W8eGHH+aBBx7gK1/5Cv39/Tz55JNlrWvyXbgbOAtMABN7lnSHhoY2RaK19tTNRiAQYHx8HIvFUpJHgUCuqPkPv/8GL82G8DiteFei/M7/eIX//Kt3GIRphsgXT09P43Q6i8rO7hpo5e6hdn46sWY8PP7Nu44AxQtpTS4b/+xtQyyGEoRDQUKLU6ytZrqNbXVzRL5iUyqVIhwOG1IhEcmZrR23w1FsN6DUQlqhc5nLQD7bh8LciLBTxbutdhjLZ+sI8PTTT1e8rgkHgPuBNODZs6SbC7WeHiEQDAYZHx9HlmUOHz5cdv4om3RjKZWXZkO03sid2lwy4USaa0sRLgxmtuT6/X7GxsZwOp0cOHAAWZaL6nxlWeJ/e+8xnp8OEIinOdrt5kBbw43fFZeMJWIRViY3DHBOnTy56YbdKcMbu91Oe3v7pkjO3MUkHMXi8Tjj4+Nb0piwG1AtAZZrIG8ehlmMBGuNUlqAd2s32o1i2reBb4uf31KkW+tIV9M0Ll++jCzLjIyMVJyszyZdm0VCliVUTcdq2SAwVdczNLHBYJCxsTEsFouRwhAtvKVAliXODmy+EAuRbiwWY2xsjFQqxeHDh/Nu2XbCTzcfZFne1N+v6zr/8A//QGtrK+FwmNXVVcP1Kjsq3qtV/62IOosZyPv9ftLpNC+++GKGV0K2gXytUYrZTbWFtK2CruuaJEkHATsQBbQ9S7q5bnKLxVKTSbehUIjx8XGSySRHjx6tqmVWfK5M0pX59QsH+erfT20UtySJ2w80c6LXQzgcZnx8HE3TNkXVtVBB5CJMMVU2HA4zPDxc9Hh3e0eaJG1ok7OjYtHFlG3Mnatdd7cXmrZzqy+8dS0WC7FYjOPHj+c1kIfap3tKyekePHiwqvfYCoicLvAe4AgbpJvcs6S7FRCEp6oqw8PDTE5OGlrbapCLLH/pTB+DnY1cWwzT6XFwts/Fq6+8TCqVYnh4OOd2qRbj081rpNNpvF4va2trDA4OlqxtLlaMy/ea7SzE5HsoNzU1ZTzIcpGHMLFpbGzMkLNt55a6GHYiv2ruRitkIC8Kd7UykDfPKsyFQCDAbbfdVt3BbS3WgRdv/Ldz91xFZaKWkYggW0VRMgivVumKfM0RZw62cLzTwcTEBNdejzI8PJwRmWWjFpGuIEyv12tobfM5reWDaIAoF7uxDbgQeQgizp7Jlsvacbux06SbD/nsHHMZyIvJz2YFRS4HMUVRCgY/u9VLV795wR/Qdf1/Fz/fs6SbD+W0SEYiEcbHx0mn0zmjy1o2NeQy4vF6vQSDQYaGhujs7Cx681Yb6Yrx7dFoFEmSOH/+fEV99Lt9ckQtYLFYco6rMVs7ig4xi8VCIpFgbm5ukym3P5ZmOZyk023PqUypFJqmbXvkXQ3RV2Mgn0qlihbSdiPpSpI0BHQAvyVJ0o+BBUC55Ug3e3R6LkQiESYmJkgmkwVNvGsV6ZpzzcKrQGzpy/GGqPQhYG5s6OrqorGxkUOHDpW9jsBuz+luFfJZOyqKwuXLl43zHI1GUVWVayEL334jiSzLyLKFz/zsIe47XFl9YCGY4PXFCHarzB37m3Yk0i2mIigX+QzkFUUxHmyLi4usrKzg9/szcsWNjY1G7n23qheAo2xIxfYBwvZM37OkW8j0Jp1O5yTdaDTKxMQE8XjcINtinrq1IF0Rfb/6xnVe8S0xcHB/hvNXqSg30hXmO+Pj47S0tDA6OorD4WBlZaXcQ6jqc8DOkq4/lmZiZaPTbbizkZaG2ioWrFYrFouF/fv3Gz8LxtN84YkrOGwWLOgkUkn+6PuvI6256GnzGA0epTQlTKxE+fc/nCSlbpzz/+81Bw8ettLQsL2kq2natjiMWa3WDJPzVCpl2DqaDeTn5+d55JFH0HWdb37zm5w9e5bTp08XTNFl46Mf/ShPPfUUXV1dvPLKKwB8/vOf58/+7M+MB+ujjz5a6Sj27wOLwCrw50Aze3UacCHkIspYLMbExASxWMxoGS4luqwF6SqKwvT0NAv+KP/lmkxUdaBPrzA6k+az7xjGaikvl1oq2Zn1vadPn65JQVAgm0BFhCfMVwSZZD9UdoJ0VyMpnnxhnrSqAzqXp4M8cGdvTbf6uY5rLZpGlmQab5RNnE6IJBV6BkbocmqbmhJytT2La/R/XF3EKkt0uDdM7+cCCa4upLi/Y3u31MWkW1sFRVGw2WzYbLaMXcbJkyd5y1vewv33309HRwdPPfUUFy9e5Hd/93dLXvvXfu3X+K3f+i0+8pGPZPz8M5/5DJ/73Ocq/sySJLmBn9d1/S8kSeoCWoEAMLdnSbdYpAsbZOv1eolEIgwNDdHR0VG2p26lI3s0TWN6epq5uTn6+vr48bKdiGKhw23f0JFO+vnR2CpvP1q6iUYp6YVwOMz169eRJIljx46V3DVXDsyku7q6ytjYmDEhNhaLZXgoiC2hrus1G/RZDq7OhtCB3uaNdunlcJKX58O8daT0aKgYctk6drrtyLJEIq3itFlIpFVkSaK3tZEmp3VTU4Ko+GebAbndblYCUSRdRtOtyJKERZaIpbRtz5MLbe52o1BaQ5hLffSjH63ofNx77734fL5qPl4+uIAeSZIagM/c+FkjsLcnR+TaslqtVmKxGK+88gqRSITBwUFOnDhR0RdSSQ5V0zTm5uaYnp6mp6fHcP5aiXtpdN+U28jyRsRSq88Ti8UMbfHIyMiWFhYkSSKRSHD58mVsNhunT5/G6XSSSqXydoutrq4SCoUIBoPbqgBIKSpWkxewRZZIqxrhhEI4qdDisuU0ai8HuUjX47Ty8D8a4vG/niCcULDIEr/zzkGacgiGRNNGruGYkUiEU90q33/DTyQcRtUhqVno6bUQiUSMeWzbQcA7ZWBeiodvrY//S1/6El//+tcZHR3li1/8Ytk5Y13XV4AvSZLUBHxS13WvJEl2wLKnSTcbiUTCmKF07NixislWoJz0Qnax6ty5cxndTvvdMt6EgtMqo+mgaRQ1uMlGrodMMplkYmKCYDDIyMhIxcMmS4XYPUSjUe644w6juq9pmyMvc7eYy+VieXmZkZERkskk4XB4kwIg2+KxFjf4sR43byxHscoSOpBMa2iazmN/PY4OWGWJj5zrY7irsGlRIeQzMD/b38LXH7qd1UiKDre9bHIXFpm/fE8Lza3L/L13HbtF5v7DzTgi80QiEdbX1zeZAdXSItOMnSLdQtdzrYt7AJ/61Kd45JFHkCSJRx55hM9+9rN89atfrXS5A8CvAf9S1/UU3CKSMbP8qqWlhc7Ozpp46pZCumK6r9frpa2tbZPNosC7hpz81XIjE6sbJi3vOtnNWwbLH30ukD3/rBwVRCWTB1KpFBMTEwQCAXp7e3G5XBlyqlLbgM26WLMCIJfxua7rNDQ0ZJBxud1Nhzoaed+pbl6YCSJJEuf6m/n28wu0umw4rDLRpMJ/e26ef/3zw4YVZrkoNDWiwW7hYFtlM/EELLLEe091895TN6Pg115b5+DBg4YvRiGLzGrOnxk7OaonH7aiBdi82/j4xz/Oe97znrLXkCSpHbgL+CVgUJKk29hIOYzvadJNpVKMj4/j9/sN+dXKygrBYLAm6xciXfMMtKampqKj1JtcNv7N/UNEFRm7VabZVVkFXdd1JicnmZ+f5+DBgxWrIEotaqmqis/nY3Fx0Zg1FwqFiEQilXz8vMhlfC5sCcPhcEZ3k2jbFWSSKz1hPr6hzkZjVzG9HgcdHNaNc9bosBIMJYkkVVorVAPsxGTe7IdmPh1sLjMgu91e0ZTinZCp5dpBmbEVGl1hXA7w3e9+l5MnT1ayjA0YBG5ng2wfZ2OCRMueJt2ZmRlaWloyhk7W0mksXw5VTIoQM9BKUQZYLBZ0TaPTU1nUI3LFIoKptLEBbqogig0+FFMpxAgg8ffbJRnLZUtobtsNh8MZ6Qmz126+92ppsCHLEE+ruGwWwgmFRpuM21F5BLcbSDcX8pkB5TM7F23P4t/ZZkA7EelutZfuhz/8YZ555hlWV1fZv38/v//7v88zzzzD1atXkSSJgYEBvvzlL5e9rq7ri2zkdP8K8Oi6/oL43Z4m3ZGRkS311M1eKxAIMDY2hs1mKzgpIheqaWwQ6YuOjo6qGxugMGnqus7Kygrj4+O0t7dvyk3DzjZH5GvbNQvq5+bmiMfj/M3fXeJayIIi2Rnp8XDvkR6aGpx8eLSPb1+eJxBXcNlkHjp/oOLUAuxe0s2FfGbnwjNBuLL5fL5NZkCpVGpHGjK2knS/9a1vbfrZxz72sYrXE5Ak6UPA24BXgIgkSYeBFSC0p0k3F7Yi0hWuY0BZ5uW51ioVwrhcyLHElIjV1dWy3zsb+QxrhLbX5XIVTJfsxo60bEH9SiDMtN6Dw5PGpSpcnV5nbnGZ0+3gcDj48OEGsDewr72ZZk/+tFAp2Eukmw+5PBOyzYBisRhXr141Osm2wyKzFC/d3dgCzA0bR+Ak0MDGGPYOQNrTpJvrQq9lpBuNRonFYly/fp3h4eGqvtxySFdE1A6HY1NjQyVFsGxkR7qRSISxsTE0TStJ27vVkyNqgVBKR7FAT/PGbqS9tZmlcJI7zxxAVdKGemJmapLrOdIT5agnbgXSzYXsXcXKygpnz541LDLD4XCGReZWSAG3ej7aVkDXdXRdfwp4CkCSpFPAABskvLfTC7lQC5Macweb3W5ndHR0Wz5XOBxmbGwMyB9RC8KsBekKH91IJMLIyEheD4p8ry8H290GbJVA3bj4kSSJlKpjs8hYLTJWy8b2Ojs9IYhkfn5DjqXrOi6XyyjYeTyenNX/nSDdnXhPgXwWmfnMgLKj4nK62op1wQUCgbIGpG4HpI1x7TZd19OSJP0bNrx0PwD8BBi85Ui3mgvRbOYtOtieffbZmnyuQqQbj8cZGxsjkUgwMjJSUIgt1qm2HdPn8xEOh8vy0RWotctYPK0ysRIjpWjsb3XS5am+66nVKWFpamBsOYpFltB1+EfH8pvNCKNuc35QuGCFw2H8fj/T09NG9d8swypWYd8q7CbntkJmQEJBYbbILDSLzYxikW4oFOLEiRNbckxVQtzs7wfOsZFi+JSu64t7mnRrddGlUim8Xi/r6+sMDQ1lkFAttvOQ294xmUzi9XoJBALGxIZix1RqJB9LqYwtR7BbZI50u5HljeOYmZlhZWWFvr6+iuRmULucbiSpMLUe5yfja8iShM0i8/xMkJ8/1mHMdKsUEnCuv4X+Vhc60N5op8NdnkbV7IIlYK7+i+11JBIhnU7zxhtvZJDxbtO07gRyPcwKzWIzE7Hb7S6JdKsppG0hxMUeB9oAGbhLkqS/3NOkWwilEKW5wWBgYIAjR45sIr1SrCJLgdnHQVEUJicnWV5eZnBwMEPyVgylbO0Xggn+6bdfIhBPo+s6p/c3888vtDEz5aO7u5ve3l46OzsrfpBU6utrJt2VcJJvPz/PYijJ1HqcwfYGzvQ3k0irPDcdrIp0E2mVv51Redo/BcBbBls53FVe918+5Kr+h0IhZmdn6e3tNUgkEolkGNkIMt4J74JaoJapoUKz2ER6QpzDRCKB0+kkkUhknENxv+zGnC5kGJh/nY2o978A/wz45J4m3UKmN4WIUlEUpqamWFxcpL+/v2DEVyvStVgsBsnPz89z4MABLly4UDbxlRLp/vunx1mLpnA7rSjpNM+OL3OoIcEn3rFh7Xj9+vWqzNBzRa26rhMOh/MWoLJf8/S1NQDaG20E42mWwkmWQinaGq03HMEqx4/G1piPatzZ50TVdH48vs6+ZicjNSLebOi6ntf0XBjZ+P1+ZmZmSKVSGc0JHo+nPpPtBrIVKADXr183dg1mMyCAr3zlK8zPzzMzM8PRo0eLTsnORi5bx/X1dT70oQ/h8/kYGBjgySefrMqrV9d1IfL9S0mSXgC69zTp5kM+olRVlZmZGebm5ti/f39JpFeLwpymafj9fubn5xkYGKhJY0MhTK/Hsco68VgMSZKw2WyozlYjyqq2qJX9euE05nA4SCQSRoQnJEhut3sTqYQSyg0vAguyLJFOqQTjKTRd5+7B6gypp/0JPDe+eossYbfILIWTW0q6uUgzl5GNP5bmR9eWCC7EGWwK02qaVJytnthNM9l2qgVYVVXcbjdNTU0Z7bnxeJz3v//9PP7443znO9/h0UcfZXR0lC996Uslr53L1vGxxx7j7W9/Ow8//DCPPfYYjz32GI8//nhNjkXX9Tn2srVjIYhIV0CMqZmZmaG3t7cs0qtGgmZubHC73XR1dTE4OFjRWgLFSDcej9NtSzIdT9HS6ECyWFCSCsd7m0peoxgE6YbDYa5du2Y4jVksFiMHnj2cMJlMGoMwPR4PB5utXF2I0dfiZKTLzesLYbqbnIz2t3Csu5H1aIpYWsVtt5ZtOt7ltvOGskGCuq6TUjVaa2xcbkapSgJ/LM2//Z/X8cfSyBL8LfC5dwxxdp8nYybb4uIikUgEVVUzfHaFemInouKdJN1cDx+Xy8X999/Po48+yte+9rWNjs8yA4lcto7f+973eOaZZwB46KGHuO+++2pGugJ7mnTzXXxWq5V0eiOfOT8/j8+3kcvM1V1VDJWSrmhs8Hg83HnnnaRSKaampspeJxv5Im9RDPT7/fz224d5/EeLjC1H0BWVX7itl3ccvVlRrpZ0k8kk8Xic119/nSNHjtDc3GxIhiwWS0b7bk9Pj/H5fvLci1wLSsQWVmi1JHHH47y8KtHgtPPgiXbuPNRCQ0MD15YiXJkNIUsbqoOz/c1lObK97UgHz78+wUIogabBbfs8HO2u3EWsGEol3Z9OrOOPpuhp3mjGCCUUvnNlgZP7PJvSE5qu85wvwHQ4Rp+io5q21jabjUQiweLiYlneCdVgp0i3UCFNkKw49lo8jJaWlgzfhZ6eHpaWlqpeMxt7mnQh91bZYrGwsrLCtWvXaG9vz+v8VQrKJd1gMMj169ex2+0ZvgyqqtbExDubMFVVZWpqioWFhYxi4J9+uJvVaApHDnOdSklXFABXVlawWq2cPXvWOP+apqHrekY3oCzLN7yDZdZjaV5YVhkZdGFxu1hKqzz49k7cNp3YDX2sz+djPRTl4qJGd5MLt7sBm8PJ5akAB1pd2K2lEUuT08rPD1g5dGw/Flmi0507OtR1nWBcQdP1DU+GCm/aUkk3qWhIJm9fqyyRUjZ/D6qm83t/eW3DGY2Na/wPf+Ewo6eHgI3dzIsvvkgymTS8E0QqY6tGxs/4Y/zXl6KkX3uVI12N/Oq5/Xi2YZh4MfUCbJ107obetubr7nnSNUP4BszNzdHQ0GC0zlaDfOPTs2Hu6jpy5Mgmu7laThZWVRVd15mbm8tpSAMgy1JevWu5pGs2Zj9w4ADnz5/n4sWLwAbpi7VsNptBwGuRJPG0itthweOwcm0xhEXS8ThkIwUxsRrlroFWnA6H0ZgRjKeZf2UJj21DIxv0r7MYiHMxPUd7U2NGnrjQrsVmkeltzt/eq2g6f355niuzG450R7vd/JO79hvuY+VAkG5S0XhpLkRa1TnR66bZZSOtavzw2iqL4RQehwVZglA8jdUiE4wr/MLJzRakz076eWEmiMu2ca4SaY3H/3qC7/zGGWDjmnQ4HPT39xuvMXeJZethzURsrvyXikhS4Us/mSOa0Ohuk3lhJkQ4OcW/fMfglqc6ChmYb4U+uru723AZW1hYqIlFbDb2POmKSEs4fzU2NtLf329Ie6qFUB3kQzweZ2Jigmg0WrCrqxbtyZGEwvevBZkPxOi0TfDOY12cvP0MP7i2xnfGJuhwO3jPqZ6izQWyLJfkT2E2v+no6DCmYAhiTSaTRh7XfPG/vBDm5bkwsrSxxnBDgqmpJdra2tF10DUNVdXQVZV0Om28XpIkGuwW3C4biqrT1tZAMK5wqlvmwpF2kol4RutpKp1mKWkjqDlob2rg3GAnHc2NJd2Iz3rXeX4myL5mBxLw+mKEH15b5f4T5d9kuq6TVHX+1+++ztR6DAmJRoeFL7z3CP/12VkjYgV4y6FWkqpGIq3xCye7+LnjnZvW88fS6PrNCM5ulQjGFYPccykJ8nWJmUecm9MTZhlbsfTE9HqceFqj2WnBZpHp8ti5vhwlllJpdGwthRTK04bD4ZqPo3rve9/LE088wcMPP8wTTzzB+973vpquD7cA6fr9fmM7f/LkSRobG1leXq6pp248Ht/0c3MOdWhoiM7OzoI3e7WRbkrR+KPvv8q12TWcVom5Bg8tgQaeCyzjXY3S6XawFEzyxLPT/OZ9gwWnFJQS6YZCIa5du4bD4TDMb270lKOqKl1dXVy5csVQKjQ1NeHxeFCtTl6ZC9PtsRMOhZhZWCLc6OGX7h3l6evrhFI3biLZwpHeZqMAomka4aSCouqcO+DhylyYlXCSTreduw61YrNasN2I1kTO7cpMkKXJNZwWBe9yiOuzK4x26riddpLJJEtLSwapZH83s4EELptspBTcDgvT/s3fcynQdZ0fT8XwriZoRxthpAAAIABJREFUbbAiSRsk+e9/OMnUepy2BhuSJKFqOs/6Anzz1+8o+P0c7XYjSZBSNWyyRDSpcrqvyTiGUuVb+fSwZmvHqampjPSEmYzFtt5ps6BoGtKNR4ei6VgkSk73bBUCgUBVGt1cto4PP/wwDzzwAF/5ylfo7+/nySefrOEn3sCeJ91EIrHJp2Ar7R0VRcHn87G0tMShQ4dyNlTkQjXboGg0ytOXX2NiIcrBjo0hj253Az8ZX6W7yUn/jUaCdred+WCCpVCCQx35C0+FTMxFS3IymcxIkwhiFFu6wcFBhoaG0HXd2Naura3hWw4wOZtg1apit9vp6+4kih1Pg52fO97F5NqGH/Ch9puj0HVd59lJP1dngoCO0ypzvLuRgVYnB1qd2OSNLrDJ9QTRlMr+FhddTU7eWIqwv92NVZbo6WhlMZRk4HA73Y0Wnn/+eeLxOCsrK8RiMaPbSaQnejx2LqU12m6ch0hKpa9AOqIQdF3HH9eQpZvfs8MqsRpJIZt2ASKdm1S0gqQ70tXI77xziD/+4SSRpMrxXg//+ueHjd9Xq5nNZXgu0hO52nUbGhs50iLz2ppCWEsgSRIPnumtyg6zFGy1gXkuW0eAp59+uuI1S8GeJ919+/ZtiiBrae8oSNc83bdUjW+1SCaTjI+PEw6H2bfvAM7JBeKqjqxtHO9GkWpj0KLNskGkmq4VjUByRbqKouD1elldXWVkZMRoSTaTrXhP841g1pe2tLQQjCZw2BU6u3pwWGAhEMOhBXjhuUUcDodBejbdhq5vRIUz/gRXpoPsa3ESTij84I0VLvqCHGh1MtDm4hfv6OHbz8/z4/F1JAlkSeKTd/eBppFOK8i2m1I1WZKw2+1YrVYGBgYyjk+0nc7MzOAMR2hRFa7NylitVoY63bx1uLIbWNd1Dnc4+Pu5lBEFxlIaP3e8ncvTAQLxNC6bhWhK4ViPhxZX8dvuZ4908LbD7SiavonctqJRoVh64v6BIAcbdKKpKD0eG/2WAAsLitHcsRX3QjGPkWq9dHcKe550c6GWka4sy4TDYZ599tmM6b5bCbNKQIwh+p+vLDEfTBJJpJHR6Vds3H+ym8Pdbv7ypUUkNmRGdxxsYV+RiM1MumYNs3n8j0gj5CPb7M/r8/lYW1tjaGiIgREPP51YJ5pUOX6olQuDbTTYLcZAyuyJD8tpB9EopFzw8lwMl1XGYZXZ3+rCuxbnmbEAP/H66W52IksSsaTCE88t8ql7DvBTrx+7RSGRVmltsNPi2HhYiYeFON5c3U5nR1WmlwOEwhEceoLrr72SUXwqtXVX13VG+xpI2jz8+fMLaLrOPUNtfPzug3zw9h7+9CdTzAcTnDnYzifuPljyrkeSJGyWzX+7XWNzzOmJWCzGz/VtpCnM6Ynp6WljmonZM8Hj8VR9n+xFW8dSsOdJN9cFXItIV9d1lpeXGR8fR1EULly4UHUrcDEIQ5psApxej/E3b6xwz3A73uUQy8EYDQ4LD472YbXI9DQ5WA6ncDssHO7a3P2VDVmWUVXV2EZ2dnZmFMmEOkIUbvKtJ0b6zMzMcODAAc6ePWuQwftP96LpeoYMS3gWmC0V0+k01+ZWubqyyNLKKvMrMZIKdLrtBAI6miKzEkkgS5KxlstuYSmcZLinmVa3i78bX2NyPURckXjqpQUOyut0tLYax2E2LxL/yLKM1WJhsLcdem9OUBDRnXAWE627heayiQr7h0f7eODOfWj6zei0t9nJH7znSLmXQkHsxKwys043X3pCTJ7I9tg1qyfyuYnlwh42uymIPU+6uVBt0cqshDh9+jSvvvpqTQhXbNezLzpd11lcXMTr9dLd3c358+czLrZAPI1FknDaLAx1NNBpV0jZbuYED7Y1cLCtgam1GP/t0gxJReOOA82cOdiS8wKPRqMsLS2haVrOIpn4jIVubHGOxATkXDdHKbpXm83GyYFe4pKT56cC7OuKsRJOcrjXRSKZJByJYXWGWVxNMLdqwWW3YLdZOb6vGbtFRgfmg0lGOhpYX1vllaUE7qP7uefohpxK6IfN/waM6yObiM3RnWg7Fc5i2VG61Wo1nLAcDsfG3DlZxkLl+XszFkMJYimNtgZbRlfeTpNuLuSbPJFIJIzzJtzErFZrBhHnGxdfjHQDgUCGjeRewZ4n3Xw975UgGAwyNjaG1Wo1lBCCiGoBEWGaLyTRudbU1MTo6GjOrWyX24EOJBUVWZIIJFSOdLmwmnJ9i8EE37w0Q4PDis0i8T9f2eikGe2/6WMQi8UYGxsjHo/T3NxsTDnNLpIVim4jkQjXr1/HZrNx2223lW0ykg9n+1s50dtEPK1ycXKdl+fCuBod/MboRrHuhfA0ry6ECCRVXEqKE84AFy9eZCFhZXkpRdySpqOjg1Nd3awmbn5f4mY2E4aZgM356kJEnC9Kj0QizM7O4vf7WV9fR5Ik4pIT7A30tHk41N1a0Tb7metrXJoKYJFBQuL9p7sZvFEc3Y2kmwtmj12zekKcN5FfF+mJ7OaOYqN6QqEQw8PDeX+/W7HnSbcWiEajjI2NoSgKIyMjGVuWWoqvRa7ZarUSDoe5fv06FouFU6dOZXi2ZqOn2cmvnjvAty7PkkqlabTCQ+cPZvzNxGoUJMnoPutohJfmQoz2txqeB+vr64yMjOB0OpmYmChaJDMjlUoZUyYOHz5ck23dRuFvw5QGoMFuocFu4d0ne3j3yR7j7759eY7D3R7u7G9B1XTWIml6BpoZatJYePEaumTB7fYQCoXwLa7R5bYzPp7G4/HQ1NS0aUtbjIhzRcTidYYSQZaNsfGRSASr1Upvby8XvetcGlshnY6SuL7O0SYvg82SYQBUaAKFwFIoyXNTAXqbHMiyRDyt8tQry/zWWweQbxQMa3Vd6rrOM2Pr/N3EOg12Cx+4vYdD7ZttNWtJ9OK8md27zOPiRXpC7CYA49yZv8tgMFiVA9hO4ZYm3WLtmYlEgvHxcaLRKMPDwxnTUbcCcVXi9dk1EsEVLGqKw4cPl1wIONPfwqm+JoKRGJNjr9OZ1QBht8ioJkVCWtVptkj4fD7m5ubo7+/n8OHDSJJENBolnU4b010Lka2qqkxPTxsSuXK8fwvhu1cX+D9/7COlaFwYbOWR+w/nFdrbLdINnagVqyyRSKXweSdo6nHxc3efoXk6wqvzYRwNEkPdFu4/2oqcjhtb2ng8bkx7EP80Nt5sonhtIcyTz88TT6vcN9LOz5/oMtQQ4hyI9Ev2z8xFyVBC4fmZEP2dTVhkCUXVWI2mOHn7fvR0ctMECrOaw0wo8bSKLG90FQK4bBYCsQ0Ns9268bnEA+P6cpT/fmWBeFrlZ4baeMfR4kb4Zvz16yv814uzNNgspDWdl+fDfOEXjtDXklmM3WrvBfO4eKHDnpmZQVVVGhsbN6Unvva1r7G4uMji4iLJZLLqRqiBgQE8ng0PDKvVyuXLl2txWDmx50m3kOmNoig5W0VTqRSTk5NGtf3EiRNb3s7442vL/B8XA0CAZo+bz/yjI7S0lBct2q0yrW4n3hyNDcd6PVzy+Zn1x5GBeDzGIT2K2nHTVU2kSqxWKzabjcuXL2dc7E1NTbjdbkO9sLi4iM/no7e3l3PnzlUc6axHU7w8H0IHTvR6mF6P8yfPTGK3SLgdFi56/fzx0xM88q7cBafzg238+eU55vwx1gMBLGqSt/7sMfZ3bzwk33bYyW19zaRVjbZGGw6rBfBsaggQuUWh3ZVlmTAuvnwlgsNmxWG38cTFGTQd3n2q2zhe83GbVR+6rhMKhVheXmZgYIBYIomua4CGpkn/P3tvHh5XXfb/v87sk5nJvjVLs29d0zYtFAVEQBAUBAEVlE3kq9+vUkQUEOWpyoPIgyg/VETlwYdqcZdHAYsIgmxNd2qbZk/a7Pvs+znn98f0nM4kmWzNRsj7unpdtKUzZyYz97k/9/1e0GhARojcAMdJoIhmc0QXFI3Rgt8bZESQSLaaGXAHyUkyqlRApdPtGPHxn7ua0CCg0wr8/K0TjHhDXLYuC5N+agXyxWMD2Iw6lTfc5wqw74Rj3ovueFBc1jIyMmJmt8FgkIsvvpjHHnuMP//5zzz66KOsXr2ap5566rSe75///GfM+Giu8K4vuvEwXtGNNi8vLCxUO7/JEE96ORWIosjhxjYefekENoOGtJQkwoKWx19r44fXrJu2qieemsxq1HHD1pXsa+6mvb2DkgIbW9ZuVjuA6CWZVqtV57miKOJyuXA6nXR0dKiWgqFQCIvFoma2zbTgDrgD/PRfx/GFwoQl+NPBHmxGHYGwSMLJI7ZJr2Hv8fgKwhWJRs7P17K/qYc1JVmctaqQxCgTH0EQJo3iMRgMpKWlxZxmwuEwO3e3ExZdWHQhgh4fsijzpz0trE0KqDeh6Jms8j6Ioqjm6a1atQqr1UowLJJo1jPsCZFo0jHiC5Fk0mEQJMLh8Jg5sZK0O7qguN1uLpCHebFhhLbufjITNFRkJNHVFaFlKTfO2hMOQqIcUf/5Qzh9YXbs6WLAE+Rj67LHFM7xoBEERstkNON8JRai6MZbpBkMBi655BJ+8pOf8MQTT5CWljavoaeni3d90Z0oPSIUCmE2m1UqVmdn54yEDTNJj4i2lQwlpJOSkoxRCgAyFoOO/kAApz9EunV6x6J4BuRer5fmxkZsoshV567HarWq1zHR3Far1ar8Va/Xq1LkiouLCYVC9Pf309raiizLWCwWlUA/VRer3a0jBEWRDJuRQx0OhtxBZMAfkgiFRfQ6LUFRJjtpfPOakZERmpqaSElJ4TMXnTmrHGmdTkdqkhWDwU5S4km7RV+IFLMGjUZDT08PLpcrRupstVrxer3qyCZakWgyaLhiQy6vNAww4AqSl5LAB8rSMBo04y7sINaJDU7Rsc5ITeWMNRHJrcsXpH/EiS/ow9XTw9DQEIIg0O80EgiE8Oqh1xlCq4l4Phi1Gv5yuI/PvX8luvEqaBSurM7msVfbCYQlREnGZtSxtejUnNTuDdHY76FpOMwaUcY0j/u7ydgLLpdL3S2c7klVEAQ+9KEPIQgC/+f//B9uvfXW03q8ifCuL7owfiFSPHW7u7tpa2sjKytrxsKGqTqNQaTIDQ4O0tzcTEpKCps3b8YbFth59AgBUcYgybj8Ycx6LYmm6Rtrj/5wKQsuh8NBWVmZ2slNZ0mmxAiNjIzEzLZ9IZFj7iGGNYkUpSWQn6pV86uUYqQUYlVpNmqc4w9L6DUa+p0BvAGRRLOOZLOeQFjC4QtjMYJeK/DVC2K30IocWZIkVq9ePeGicToIiRIv1w/SMuhhRZKJMwtTeP5IP73OAFoBEOC6M4vIyzs1a1dM2fv7+6mrqwMin4n+/n58Pp/6+o1GI8lmPVdW58R9/tELO+W/lc+XchJRflbvdDrZVTeIIERm25+sKcBkMmE2m8kTDNT2tdBt9+H0hdFoYFWygYDbjj2kwe7ykpY4cRTQWcWpJOi1vN1mJ8Gg5eJVGeqpocfh54EXm/EERJyuMMcCzXz9otIJJcyzicnYC9Gz7dPFG2+8QW5uLv39/Vx44YVUVlZyzjnnzMpjj8aSKLqjoczLjh49SmZm5mn56cL4Sb7jQfHSNRqNVFdXq3QqgwE+f04RP3yxjkFPkCSrjm0fLJmxYYgky+xpG+ZYWyeCz8H51afCLadTbBXLxs7OTlauXElZWZn6/wZFiZ+81k7niA+DTsNbrSNctCqTS9fkkpubq/57r9erzjUVvb6yqU9MTGR1VgIHTthx+EOEZRkpDLnJZkozLAx6Qpxblsa63ETVhlEURdrb2xkYGIi5icwGZFnml2938HbbMBaDjgMnHDT0utn+kXLebB7BGwqzpSCF8lGG50rMk8fjYcOGDVisVoY9QQyE8XkiDl4dHR3qQid6Rh4tooD4zAnleaIL8bAnxAtH+ki36DHotHiCIr/f38NHCyOFeWV6Cg99fB0vHO3ntaYhyjMt5Nj0DDo9aMQAHW1NtAaD6PX6GObEaAOg6vwkqvPH7hd+f7AHf0giM9GINuSmc8THPxsHuXRN1pj/dy4wkQx4tscJymc6MzOTK664gj179iwX3YkQ3ekODw+rHVJ+fj5FRUWn/fiTyYoVypkoimPMdxRsXJnMN87PwR2UWF1SgHGKi47RkCSJF1oC/HvPIYxGAyajiYQ++HhO7Jd2omKrdOOKGm08ccPxIS+dIz5yTs4Fw5LMK/WDXLQqA13UgknhVObk5KiPrRTiwcFBvC4X681+9ro1iCGJ4gwLVoPAkDfMR9dmsbU4Vf13fX19tLW1kZube1qLu3hwB0Rq20dYcVJOnGTW0TbkwRuQuHLDinHfp66uLjo6OigsLKSyspK6Hje3PvEmnkAYjSDw0BVVXFB1qksPBAI4nc4xUufo08BoMcB4CzsAvyuMVqPBqI8oBRP0GnqcAYYdfpISEwmHw6SYtXx6cw5nFafwt6MDDPpEzAkWPrW1mOyTI5PoJeLg4OAYAyBFoDC6axxyhzDpT12TTqthxDs78vqpYCqpEbOxAPd4PEiShM1mw+Px8Pe//5377rvvtB83HpZE0YUIUbqpqQmNRsPq1aux2+1z5jSmIBAI0NLSgtPpnFJXZjUZMGiCMy64w8PDvP1OPf8elCjLz0Cn1RKWZP56uJcPlqdiM+omVZIp/GClGzeZxi5bZFmmvs9Nl8NPSJLJSTKi1QhIssxkDYZiEWixWFTqzyZZ5jKfjwOtfbzcMERXbz+lNhmD3UtLywg6nU61Ydy0adOcya1lZE5OEKJe6/hfWofDQUNDA8nJyepNKSRKfO7X72D3KRJzma89e4znchJVvwuj0Thm2x4KhdSi197ejsfjUW9Y0ayR0UUv1WJEo9EQlMCk19E37MLvHCa9MpuUlJQYWltBsoEbt2TjD8vYTDoMulOPpSwRzbZkRIcfm1ZDtlWHzxtxh9tbf5y2QQ8mHaxZYSMtOXI963Is/OWIF5NOQ0iSkUWJVdlzE+45HkRRjPtZdrvds+al29fXxxVXXAFECv21117LxRdfPCuPPR6WRNFtampieHg4hrTv8Xjw+/2z8vijZcXR9o6KIc1U7rgzlSd7PB4aGxsBKCwpR3f4MDqNFmTQEOls/UGRRJM+7nUojmV+v5+ysrIxyRbReLt1hH3tI8iSTMuAm16Hn+xEI2cVp9Jl92PWa8m0TT0gUZHWvn9NEe9fEzl5KHQrRSFnMplwOBwcOXJE7QrHEzacDmxGHTUFyexpt2MxavEGRYrSEshLOXXjCQaDNDc34/P5VFaCgn5XEH849uen0wg09rknNBnS6/XjehUohbirqwu3240kSTH2kzabjSs3rODPB7ppHRnBIEh84cK1FGTGcruV+bBWqyUhakYc/Vkb8YXZuS/C5xVlKEm3cNWGbNrdGt4e9mM0JBAMi7iHNXw4WcPAwAB5opMyc5AjA15kUeLqtYmsypyZ/eVMEe9n73A4JvwMTwfFxcW88847s/JYU8GSKLpFRUWUlJTE/JmySJsNRNs7Ko5cM2FBTHU2rEApAE6nk/LyclJTU/GHRGwGgX6Xn0STHrsvRF6KiXTb+MVJyVDr7++nuLh4UrN1iAQo5qWYWZFkoqHPTbcjwOocK7vbR3jhaB+SHAl/vOWsqTtmRUOxyezt7Y25pmjuqtPpjBE2RBfi0XPSqUIQBG46ayX5KWZaBjysSDbx4dWZqi1mZ2cnnZ2dFBcXk5mZOeY5Ui16RrP1wpI8YSxQPESzRqLfF4/HEzMj9/v9bDKEsFakUpyfQ2rSWNn1VBR2/2gYIhgWyTy5JGvodVLXk8DL9REFn3L66rL7CZuSKc+PzDi31Mg4HA7q6+vJSJepr68nGAyqYhPlJjHTn8lEmMxL991odgNLpOjq9fpxPXVna7yg1WoZHh7mxIkTMY5cM3mcqXS60WGT0Z20LMvoNfDZTSn88YidEYeWkowEbtySRYRteepDKssyPT09HD9+fMYzUpNey/q8JNKtfloHfQx5gqRbjEiyzMv1A6zPTWRL4dRlmNGz5KysLDZv3oxWqyUQFvnzoV7+3e0k3WLgU5tzKSk5dTzvGXHT0DVEe8cAhzpbCITCnJFjYGtxqlqMoxVmAJ5gmF5HAKtRR1biKVqeQavhklGLILvdTmNjIykpKWzZsiXuRtys17L90nK+/UIjOq1AWJL5VE0uFbOUNBwtVHG73TQ0NJCenk5OTk7E+czpoLsz4nqmuHcpr38yqbM7KGEzG1SRjEGnxeENEhJFNGiRlM+lJBESJZWXrvhOWCwWtbGJNgByu90qi0MxvVEKcTwjm6lgskXZ6aZGLCSWRNEd7444W566w8PDtLW1odVqTzvocrKiqxTKtrY2cnJy1E56tN3i+zauYWu1pHaEzsEeutubAFQp4/DwMHpLEvXSCv5xxM+Kjg6uqF5BmmXyeen7SlL5R/0ANpOOQFgi1WKgfchLojFCB9MIAsgC3Y6pj28UoxyDwTBmlvzU2x281TpMkklPr8PPA3/z8p+XV2Ez6ehx+PllbTeDnhBvt9rRaQQyrAn8uV0iPcvAGmMgJh3CZrPhlE38fO8wAQkk4PJ1WVy1IWfM5yQQCNDU1EQwGJwyLe1j1Suozk+ioc9NbrKJNTmzc8RVIIqiGgNVWVmpHqGTkpLUOHvlRKAs7Lq7uyeVOpdmWtjdOoI5SUtYAgmBoswkREHHWy3DpJi1eEISCUYd2VZ9zHhCkYuPLsTxDIDcbrfK9lBm/NNNKZ5MjPFu9dKFJVJ0x8PpeuoqCyeNRkNxcTFut/u09d0TFV3FbSwpKSmG4hbPbnG846mSaxYOhzGZzfzm8BAj/kFSLUbqnDp6R9zc+aEKTIaJf+xbi1OwmnS0DHiwmXScWZSCwxficJeTDKsRUZIBmbzkyR3GFLMdZUQy+kgYEiV2t46QZTOiESLBlP2uAM0DHjbkJ/FywyBajYAnEEariSRlCEKk6/xnm5ePbFwd81wul4tHn2vG6Qlg0sgIyDzztpdsnZ91Bek02yXah7yEvU6yGGFVeemURi7RKExLoHAcU5jTxcDAAC0tLeTm5qrx9uMhWs02ntTZ6XSOuRGVJVgZStXTPOxHp9XwkbVZFJ6cZ5v1Gpr6PeSm6Di3PJ00i0EdS7hcLpqbm8nMzFQLseI5Ea2wg/GNbOKlFCckJMTMr0cvT5eqgTks4aI7007X7/eryx3FkMZut2O320/7msYrusoxUqvVsm7dOhISIl/m6YobWltbVYFESkoKw54gQnszq1YYcXh8uJ0+jnWN8LfX95Bj1apH02i/BQWCILAuN5F1uae6uM+9v4AHdjXR64ykMly8OpNNK+PP1KJnpNFmO6OhmJOLkoxGK5zs5lETE7yBcEwsuoCAJMnIJ4tvNPR6PckpKTjDWnLSU06OZCRCdh+DnhB/rG3mX20utLKErNVSnJHImlX6WSXZzwR+v5+GhgY0Gg0bNmyY8c09ntRZWditsXpZKbvRCGByBTlxwkliYiJnFibzvpJY5o0sy7S1tTE8PExVVRU2m21aTmzRzcF4MUCK4fl4BkAKk2O5013EmA1PXaVwDQ0NUVoa2/3M1qgiuugqbALFKlHpDqYrbujo6KC7u3uMl4RBpwEZToz4eLNlmEBYQpJlBH0i2y8tI90oxfgtABMW4jSLgQc/VkW/K4BJr51wTKFwpdPS0uIanKvviUbgyg3Z/HZ/N3pNZE5ammlRBQprchLZVdfPyhQzx3pc+EMiYaMWKSzx8eqx3FqNILAy1UyPM0BqgoGwFPn5leVl8qOX68myGUhPS0WWZToGPexv6CBZ4zsZ9mmdtsz5dBC9UJxtIYgCnU43bvep+Nn29PTQ2NioqgttNhuCINDd3U1OTg41NTVjeMQTLewmU9gpRdkygQGQ2+1meHgYr9fLgQMHxgg7NBoNTqeTwqgMvHcThEkG1u8KFwlJksYdJbz11lucddZZE/5bxbqwu7ubgoICcnNzxxQ5v9/P0aNH2bRp02lf5+7du8nKylLpZllZWdNWksmyzMDAAK2trWRmZlJQUDBuV/D8kV6+9VwDgbCMRogsTwQBzitP59sfrYwJPIw2vlE++DBxIR4Nn8+nUtvKysrUrn0yyLLMwQ4HDX1u0qwGzilNU12yJFnm9eYh9rXbcQdEQpJEoknP+ZXpbFo5fqfT7fDz0N+bGfYEkWW4sMhAicHF708YKchIUv17ux1+bt66kvIsK5IkqYVIeQ+mInOeKex2u7ooKywsXNBOGyKfTafTqdLljEZjTF5ctNR5soYm2oktuhhHY7RR/GgMDg7icDhYuXKl+nl0uVx4vV6+853v4Pf7qamp4brrros5Ic4Eu3btYtu2bYiiyC233MLdd98948eKQtw3aUkUXWWbOhpvvfUWW7duHfdDEm1Is2LFiriFCyJHtP3793PGGWec1jV2dXVRV1dHeXk5K1euVJdk0R/MiYotROa2jY2NJCQkUFJSMuFRtMfh47r/PoAnKGLQadBrBIKizNpcG9/92CqSzRMXkGguqdPpjFuIJUlSgynLyspi+KizgUMdDr7+l2M4vGGyk4w8dMUqSjImXnqFRInmzj56TrRTmJtFQUEBfz3SzxvNwyQn6PAGJJIS9Nx2XhHmOGIVhcIVXYhHy5wnMyQfc12hEE1NTfj9fiorK0+rWMwWlDzA1tZWCgsLyc7OVhsBJS9OeQ+ipc7K658qXSzeeEJBdCHu7+8nEAhQUFAw5nFcLhe33XYbpaWljIyM4PV62bFjx4xeuyiKlJeX89JLL5GXl8fmzZt55plnWLVq1YweL/rlxPuLJTFeiAflOB99TBzPkGayL83pZq4NDg7S1NREamoqFotFPRZNJ5NMMVwPBoNUVFRMSY2TmmDAoNMw5AkSEiUM2sjRLs1iwDIF05LxlnXRhfjEiRO0941wpD9IQoJyuVg4AAAgAElEQVSZ81fnoNPpZjVlwO4NceefjhISZRIMEeOc2/9whD/dunlMNLkCv99PY2MjsiyzteaUB8ZH1maRbNbR1O8lNVvPBZUZcQsuxFK44smc29raCIVCYwrx6JthNIWvqKhIPeEsNPx+P/X19ej1+jFqQEXUEp0XB7FS597eXjXhYTRzYvRnYKrRSbIc4QYnJCSMscSEyE0/HA7z2c9+lrKystN6/Xv27KG0tJTi4mIAPvnJT/K///u/s1F042JJFN3JjMyVohvPkGamjz8ZXC4XDQ0N6PV61q9fT0JCAkNDQ9MaJSjqt8HBQUpKSkhPn3oywJEeF0lmPUOeIIGQREgUWZebyOfeXxC3YE0GpRALgsChlm4ePSwTlo3IssTfT3Rxz1kudGEvML3RRDy0DXmRZdRlmtmgxe0X6XcFyB3FnpAkiePHj9PX1zfujFSn0fCB8gw+UD6jlw6ML3NWOkKn08nIyAjHjx9XubSJiYno9Xr6+vowJyTQps1l52v9JBiGuWhVBueVTy/pYbYgy7K6D1CEN1PFRFJnp9M5Ruqs3IjGkzqPLsQ+n4+6ujoSEhLUjnu8hV1fX9+sLNK6urrIz89Xf5+Xl0dtbe1pP+5EWBJFNx4U2pgkSTQ2NhIOh6moqJg1+WA8KF2p1+uloqJCpUkpxbavr2/S+Zgy/jhx4gR5eXnTEjd4AmEa+z08e6iXlAQ9F1Zl4gmGcfnDbMxPoiB15kfaaG7ra4NmQnIY68mYHVcgzD6nhW3nrY3piKe6rBsPKQl6wpKMIKCyHCRZHmOLqZxesrKy5sQsZyJEd4TRXFqPx6MqCgWdkftf7qfN0Y8gQKJRy5DLh9Wom5bAZDbgcrmor69XfSVmY548mdS5s7NTNZaJ9pyw2WzodDqV7dLV1UVFRcWY7DOl8Pr9fh555BE6OjpOm8K5UFgyRXc8T11BEGhubiYQCMzZdjga4XCYtrY2BgYGKCkpUaWk0Z1teXk5Q0NDHD9+XD2WKh8+UZ+ARqsFv4vWlhZSU1OpqamZ1vJmyBPkey82M+wN0mX34Q9JbClMwWbU4w9JaoGcLqKz0pSO+4ljh2NMsgUhEs0Dk48mplqIC9MSuGpjDn840I0gROhkX/xAETZT5HX4fD6VbhXPwGchoCjvcnNzWb9+PU+80c5x13EEIXIDsftFmvqcPPfWEbRDpz4DpyNzngyiKKq+yfHc8GYTk0md+/r6aG5uJhQKqd+F4uLicUUqGo2GQ4cOsW3bNi677DLa2tpmZamZm5tLR0eH+vvOzk7V5nGusGSKbjSUI/nAwAA5OTlUV1fPirN8vFmlcpdWutIzzzwzZkmmzKkEQYjhUSrzwRG7g1++dZxD3ZGonFyrhhu3rJjWKEHBXw73YvcFWZFkItGko7bdTl2PiwybkQS9hgurMid/kFGvTWFKZGdnx3SR7ytJpaHfjSidXAIC7yuOf0ydaSH+f+cUcG5ZGj0OP8XpCZRlWlXf3cHBwTlZ3s0U8Ti3hzpdEYczQTgZOCnhDmtYW1HMmjXp6nvQ19eH1+tVPXATExOxWK3ojWZMeu2MP8fDw8M0NjaqNLCFmidHz8llWVaZQwrd0W6309FxSurc1NSE1+ulrq6Offv28eSTT7Ju3bpZu57NmzfT1NSkWor+5je/YefOnbP2+ONhyRRdQRAQRTHGkKawsHDWXKqUZVp00Y1eyqWlpbFlyxb17juVJZkyH9zX6ebffQHSzBqSk1MZcIep7RV5n9CnegNHc0gVqe94GHIH1eWQxaijMstCSoKBD1akU1OQTKZt6kcyRbhhMpnGJe1ftyUPhz/EXw/3oREEbj5rJRdWZcR5tPExUSE+0jFER2MLZvyssGjIt9kwBxM5fnxI5ZFu3rx5XkcJ8TAZ5zY/2cjek/aYoiQjSpBg0HB+ZXpcSa3T6WR/2wB/ONyKNxgmy6LlmrUp5GemTNnbIBQK0djYSDAYZP369VPeY8w1PB4PdXV1Y/wuosczfr+fd955hx07dmC32zEYDNxxxx3s2LFDnaefLnQ6HT/60Y+46KKLEEWRm2++mdWrV0/+D08DS4IyBpGBeGNjIxkZGRQVFaHT6ejs7EQUxXFpJ9PFgQMHqKqqUj+0iuTWaDRSVlam/vl0lmRKIsEzezvpDJjJy0hEAFz+MOlWA18+P2IwEn0ki+aQRneDNpsNjUbDi3X9/HZfF9lJpogxuDPA595foJqFTwXBYJDW1lZcLte40t35wB8PdvOHA91oBAFJhk9vyaEmU0NLS4uqIFO6ptNd1p0upsK5HXQH+cwv9zPgimTEmfVabjuviGs2xT/KDrgCPPBiE0lGHWaDll6nnwyzwHVrbTidTnVZFS/NWTGFX0xsCWXZ2d/fT1VVVdz9SiAQ4MEHH+SNN97giSeeUINU+/v7SU1NnXPhyixg6VPGNBoNGzdujJnp6XQ6AoHArDy+woRQ6EiBQCCmIE1X3NDX10d7ezvZ2dmctb6C3x3oAVlGBtyBMNX5pz6M0V+s6KgcZVvc2dmpHstzrFa25OjZ2+1Fp9PxseoVnFk0dlFT1+PiV3s68YckLqhM58OrM2OWGYWFhTGhi/OJAVeAPxzoIcViQKcRCIZFnny9lYR1WqpXV6lLltla1s0U0ZzbtWvXTsi5Tbca+PVNm/jjwW6c/jBnFqVMeiOMSK4jjA2ALJuRbmeAnLx8Ck6yT8LhMG63O0ZdqIiFTCaTKmVfDAXX5XJx7NgxVakY7+eyf/9+br/9dq6++mpee+21mAIb7TXxbsWSKboZGRnj2jvOlqeuRqOhra0Nt9tNWVmZOm+VZZkRT4BgWCQlQY/25AfpaI8Lhy9MQaqZvJRTRzq73U5TUxNWq5WNGzdiMBjIkySaB7280+lEAArSEsbYD453PUlJSTFdqFKELrE5OSvLgdvtRuc/QUODXS1CFouFtiEv3/xrPcgyWq2Gn77ejt3ppEQ7THp6+oT2hvMBpz+MVgM6QSAQCJzs6PSUrVpHSsqpwjaTGbFy8zqdQjxTzm2qxcDn3l845eexmXRIsowkyWg0Ap6giM2oi1le6nQ69T1QaGBdXV1qTJWyrFoImbMCSZJoa2tjaGhI9XEYD36/n+9+97u8/fbbPP3003N+zF8oLJmiOx5mwzNBMS7v7+9nxYoVMUuysCiyY3cHrzQMgCBQlmFh23lF7NjTyevNw0S+GwJfOq+IdVkmNUetqqoqJpFAp9Fw89aVDLiDhCWZTJtBzSGbDqKL0MqTf6YYnjidTtra2vB4PLzcIeLyimRYjQiChD8U4Pl/9/GL6zdNeebnD4m8cLSPE8N+itLMXLw6E6Nudgp1dpIRvQa6BkewGrRgtJBhMpA5BbPwyQpx9KlgJoVYmXNbLJZpM0umi4JUM+eVpfFq0xAaTcQY6Nb3RYzjg2GJkCSRcHK5ptDA4nkCKzJnxRx+rmXOCpxOJ8eOHSMzMzPGx2E09u7dyx133MEnPvEJXn311XfD+GDGWDIzXVEUxxRYJTCyurp62o+nbO2bm5tVErjNZiM7O1tdkr3VMsRPXz9BVqIRjRCJc6nMtnK4y0m61YBGEPAFQzjcPm5fr5kX2tpUsHPPCXbUdmLRhBFFkYAI6Qk6vnFeltoJTURbkmSZR/7RQl2vC4tBhycosjbHxrYPFke8dk8Dip/s0Y4hdnUbGPFL5CSbuOP8EvJTZm8JNJnEeXQhjudzO9eQZZmOET/uQJgVSZGI998d6OZPB3uQgfW5iVxWKON3O6dNA5sLmbMC5f2y2+2sWrUqrlexz+fjgQceYO/evTzxxBNUVVVN+7kWKZb+THc8zHS8oCjXTCaTOic+fvw44XCkSClz2xMjfvRaQTVQsZl0tAx6T9oVgs/nxePxEsJI9aYaTPq5ebuDYYlf7+mktn2EBIOWa7fkURPHDEaWZdamgl4K4pH1GAwmDMCt5xWSlqbF6XSq0k4lJkf5pTBBep0B6vvcrEiM/D7RpONoj4tBd3Ba7IjR16UsfvLy8rj8vDP4mCAQEqUZq+cmwohPxBU2kJm5QlUkxeuI9Xo9breb7OxsNm3adFqjF4cvxB8P9tDt8LM2J5FL12ZOeKoRTrqmKahtG+EPB7pJtRiRwkHerO9GL6bw1UunTwObTZlzNOx2O/X19axYsWJCelptbS133nkn1157La+88sqS7m6jsWRe5WykRyguWaFQKKZrkGUZnU5HR0cHoVCIpKQkbDYbK5JMkZTUk7QwdyBMVbaVQydG6O53YTMbkAxWVmda56zgAvx2fxf/ah4iK9FIICzx+L/a+cbF5RSlxy52lFiapKQkfvKZGl5qGMYXFDm7NI21J71zoztxRWPvdDrp7u7G7/djNBoJ6iwEg0FEURfzRZlpj6sc2c1m8xj9/1wU3F11ffx+fw8aQcCoF/jyB0soybCMGU0ovgSiKJKfn4/X62Xfvn3AzEYT/pDIN/9aT+eIH4NOYP8JO112H//33KIpX3tjvxsB8Hki44GsVBudXs2sLcpmInOOVpa1tLTgdrsndP7y+Xzcf//9HDhwgJ07d1JRUTEr1/5uwZIpuuNBmb1OBsVLd3h4GENaHn5LAh1umUrLKTOOjIwMTCaT2gW5XC6MCBRZBJqGghh0OtKtes5IdFBRoeeFE3pcAYmKbCu3nTf1L9VMcKDDQZrVgFYTSV5w+MI0DbjVoqvIkkOhUEwszU1bJ872Gq2xVzxP7Q4HhYkujvUOo0cmhIa12QngdxI0Jk35OBoOh1Xz9fmipnWM+Pjtvm7SrQb0Wg1Of5gfvdbGIx9frRauyTi3M50RN/S56XEESD8ZDinJMv+oH+Tms1aqVpYTQZZl9KIXp9uDLSUBk8nEsCdEeeLcymHjyZz9fj8ulwuHw0Fraytutxuz2UxGRgYul0tNuIi+Ibz99tt89atf5TOf+QwPP/zwgltaLgSWTNGdaSptR0eHmm7QIaXwxFsRSaAkw4WV6Xxi0wo0Gg0ajWbMgiYcDlNe7qT+xADdff0kap0YSaAqK5EzyhKxJSaSMEeSzmgkm/UMuAMYdZGbjCzJWA26mCTgkpKSGIOSmUD5EmWbTHzjYxm8WNfP8WEvuYl6arJ12O12Tpw4QTAYVOXNyq/oBY0sy/T29tLe3s7KlSspKyubN0rTkDuIViOoHXSiSUevw08gLGHSa2M4t/F8CY71eXilYRijTsOla4pZnWKeUiGWJBl5hmsSn89HfX09VTYDW0qzaOjz4PWESDTpuOmslZM/wCxDEATMZjN6vT6Sx6fXq5l+o9Oc6+vr2bNnD3a7nd7eXnbu3EllZeW8X/NiwZIpuhNBOf5H/16JuM7MzOSMM84gJAnsfOUdUi0G9FoBSZT4R8MA55ank5s8/tZcEAQcdjta/wjnbqggIyNDVRIpHzrlSJ6UlKQWoNk26rh2cx7f/0czvY4AMpHkhXxzgD179pCTkzMnBjAGnYaPrsse9+/izQUtFgtGo5Hh4WGSkpLmfPs/HjJsRmQ5Mgc36DTYvSHSrUY0skhdXcOknNt9x+18+4UGZBlkGV6uH+QHV68mN9k8OWvC4cIoBukc9GMyaAlLAheuysIdENndNoJGEKjOT4wx81Gksj09Paob2OrVEo19HkKiRGmGBcsM/TROF0NDQzQ2NrJy5coYTrfJZIo5HTmdTlpOeonk5ubyqU99ivvvv59LL710Qa57obFk2AvxjMx3794d07EonYzFYqGsrEwtgEPuAHf+8QiZJ49+CAIDrgBf+1ApZZmxx/DoTi0nJ4f8/Py4RS06udXhcOB0OiftBGeCfleA5n4PYsiPwdWNzZJAaWnpjDbPc4FgMEhDQwNOpxObzUYgEEAUxSnLm2cTrzUNsqO2EwCbUcd1a62ERnrGcG5bBjz8u9tJoknP+0tTMWg13PGHI7QPeVXjoCFPkKs25nDT1ql1m8NuP7/a3U7nkIeVVpl8c5Bn6kMEZQ1arY7MRBPfvmwVaVZjDA2sqKho0RzFFVFIIBCgqqoqrsmQx+PhW9/6FnV1dfzsZz+jtLRU/bvRjdASxNJnL8T7ASoMhkAgQGNjI6IosmrVqpglmSRJWA0CWTYj/e4AaQkGnL4QZoOWnFHc0JGRETW1d/TSJ951jU5uHd0Jtra2nnYBSjYKJAd68Xq9lFeUzxulaTJECwkKCgpYs2ZNzOxUkTdHZ3WNVpRN532QZZmwJE+4gDu3LJ2alcn0DjsZ7GzFio6SUV33681DbH++AUmKFIeqbCs/vHoNYUmOocUJQEicem+SajVx2wWnjtb/3z9bMVnsZBk1hMIhekc8/Pxve9iaGWHI5ObmTjuteC6h0CijEyZGQ5Zl3njjDe666y5uueUWHn300TE/w9l8PTfffDPPPfccmZmZHDlyBIgY/HziE5+gvb2dwsJCfve7342xi1woLJlOFyLd1OjXc/DgQbRaLR6Ph/Ly8hiHr9Gy3SFPiJ+/eZyWAQ/ZiUY+9/4C1XvW6/XS1NSELMuUlZXF5R3OFEoBUrphl8sFnJoJJiUljWtwoog3urq6KC4uVu0kFwMUf4rExESKi4un1M1Hk/jHex8mkvYe7LDzg1dacfnDlGZY+NqHSsmwjh3lTIVze/nje/CGRHVO7gtJfOPD5YREicf+2YZRrzkZRQ8PXbFKDdKcLr7zQiNddp9qVdk74qUowc/NW/NJTk6eMo94rhEKhWhoaEAURSorK+OOyNxuN//xH/9BY2MjP/vZzygpKZnza/vXv/6F1Wrl+uuvV4vu1772NVJTU7n77rt58MEHGRkZ4Xvf+96cX0sUlnZGmoLooqtsoFtaWsjPz1eXNdGJpfEyyaKPPtHx5qWlpfNqIRgdFql88bTaSHx6UlKSapiTlZU1YcbbfCMUCtHc3IzH45lytNBEUNJrowvxaLMbt6jj9j8cRa/VYNZrGPGGKEhL4Psfj5WSDgwMqD63eXl5cW9QH/zhW5j0GrWrdQfCfPmDJVy2Lot/1A+wq24Ag1bgU5vzYqLqp4sX6/p5uraTFLMWp8uNMyBy10WVbC0b6zEwXUHHbEHZfyhBquNBlmVef/117r77bm699VY+//nPz6v5UHt7Ox/5yEfUoltRUcGrr77KihUr6Onp4QMf+AANDQ3zdj28F8YLcMrztq+vj5aWFrKzs8nNzSUlJUUtuFPJJFMeR+kgCwoKYuLN5wvjSVpDoZDqb6vkv42MjCCKotoRTyWxdSo41uti/3E7FqOO8yrS4wZZ+kMiO/d28U6nAxMh3pfmY/OqYiorK2fNVnO0z0S0vLm9vZ19HU5c7jApCXqCso5Eo5a2QQ++kIhZr43rcxsPNQVJ7Gm3k2DQEhJldBqBtbmRePILqzKn7UsMJ8dKJ7tnRRBxQWU63f1DvFjXT6I1gevPLuDM0vFZJvEkzsoN6XQlzqMRDAapr69HEIQJR2kul4v77ruP1tZWnn32WTUDcCHR19en8oyzs7Pp6+tb4Cs6hSVVdEdGRqivr8dms1FTU4PRaFQ359FKsunEmy+0+Us0QqEQbW1t2O12Vq9erX75okUMXV1dBAIBTCZTDGNiugu12rZhfvjPNgRAlGRerh/gPy+vImmcwvvT19t5vWkQnegnjJbBgIVzzprb7C+dTkdKSoo6p9NluPhrxzF0egFJFHH7AoTCIocP7kcjCPj9fkpKSlixYsWUruubH67g/r81sve4nUSTjjsvKKE4feYjJYcvxPf/0UJ9nxutRuCGM/M5t8hGfX09Z2Qa+fT7zprRMnW8G9LpFuJodaCSgBLv/3vttde45557+MIXvsDjjz++KLyNR2OyhO35xpIqul6vl9WrV6tmMoqSrLOzk3A4rM5F4/0AnE4nTU1NmEymRRX9Ep2XNh6vdTwRg9/vx+l0Mjw8THt7u0rZimZMTCS7/M3+bix6rUpH6nX62dM+MqbD8/j8/LOum0SdjC058piD7iBNfW42z2P2V2WWlfMrMnilcRCNoENr0LHtnExkTzcmi4XU1FQGBgY4fvx4XHlzNGwmHd+7YvYSYZ94vZ36XjfpVgNhSeKn/2zC2SVwYU3VtBY8sizzevMQDf0ecpNMXFCZgUEXW+hOpxCHQiGOHTuGXq+fkNLncrn4xje+wYkTJ/jLX/4yK57Vs4msrCx6enrU8cJisoRcUkU3Ly9PHR8oS7LMzEzMZjNOp5PW1lY1CkU5iitLFCVLrby8fM6zo6YDhS2hxMVPRZ+uENfNZrM6g1OCEp1OJ/39/TQ3N8c1QocIj1UbZSGIAIGwpP5WjSjq6MBo0GO1mtEp4gx5buS7k73m/3tuIR8oT2fA5QVnP4mhQSrHkaPGkzePLsSziaM9LlIS9IiiiMftQpI1WFeUTHuj/tTbHTx/pA+dRiAsyew7bufrHy6b1JVuskLc0dHByMgIwWCQlJQUkpKS8Hq9YzpiWZZ59dVX+frXv84Xv/hFnnjiiUXZ3V522WX8z//8D3fffTf/8z//w+WXX77Ql6RiSRXd8TLJRh9DITKrcjgcqhdBIBDAZrOp4obo2PaFgs/nU6N6oqW7M4UgCFitVqxWq2puojAFHA6H2v0IgoDNZmNjpo6/NblIthgJiTJGrYbqvMgXVnnfUlJSOPOMM7AnDvL07g40AoSlSNe5KmdhblwpuHAOT+xzO16EuHIyUDpBZUSjFOGkpKnLm6MhyzKuQGTW3DnoxChEqIFBn0iqZXoiGXcgzN+O9pNuiUi+ZVnmSI+LtkHvGC75VKAUYqPRyODgIOnp6RQXF6vvRXRHvG/fPpxOJ3V1dbjdbv7617+ycuX8K+HGw6c+9SleffVVBgcHycvL41vf+hZ3330311xzDU8++SQFBQX87ne/W+jLVLGk2Atf/epXsVqt1NTUsGnTJmw2W1weYXS8eU5ODoFAQKVrOZ1OlTerdMPzRc9RAhcHBgYWxApSFMWIsYndwQt1Axzo8mHWC1y+OpWqFYkMDQ2ptKHoG8GhDgf1fW7SLHrOKUubNW/dqcLtdlNfX4/VaqWkpOS0xSbRIxrl13RFLZ5gmO3PNbCvfQR/MIRRr2NFcgKSLFNTkMwd55fEniYmgd0b4tad75CWoFc/10OeINs/UkFV9vRvcrIs09XVRWdnp6p2Gw/hcJgdO3bw61//Gq1WSyAQQBAEnnnmGYqLi6f9vO8RvDcoYw0NDezevZva2loOHDhAMBhkzZo1bNq0ic2bN7N69Wr+/ve/k5SURGZmJkVFRXG/NNFdYDRNKXoskZCQMGsD+ujlhUJnWizHtkAgQGtrK/39/YQ1Rux+kQybkZz05BjGxEJgPn1uo922lF8Tzcof/nsj//tOD2YtGExGPAGRqzasYHNhCuvzEqd9Y5Jlme+80MjhLidWow5vSCTDauDhj69Ww0inCp/PR11dnarMjLcsdjgcfP3rX6e/v5+f/vSnqg2m3+9Hp9Mt+IlwEeO9UXRHw+/3c+jQIXbv3s0//vEP3nrrLXJzczn33HPZvHkzNTU1FBQUTLm4hcNh9cvmcDjwer3qLFApxDMpPk6nk8bGRiwWCyUlJYtGuguRmXJjYyPp6en0SIn84J/tJ30HJG7ZnE5FUkRbHwgEMJvNMYyJufZVmCrndi4RrS6MPiVpNBoeeNuDW9JhMRkQBIERbwiBiG+FTitw5wUlfLBieiZEnmCYX+3ppL7XTV6ymRvOzFddy6Z6vR0dHXR3d1NRURF3pizLMi+99BL33Xcfd9xxB9dff/28NwE/+MEP+MUvfoEgCKxdu5annnpq0Sy3p4D3ZtFV0N/fzzXXXMN//ud/UllZyd69e9m9ezd79+7l+PHj5OXlsXnzZjZt2kRNTY3K650Koo+gDoeDYDCodj6K7268biAQCNDS0oLP51t0Czy/309TUxPhcJiKigrCGj03PX0Io1bAqNcSCEsEwhJPXV9NokmvdoGjRzSj34vZoN9Fc27Ly8sXrMseD0oHqdPp+OXREPu7PJi0kZyzfj8k6DRkJxkRZYGQKPOz69bHmJTPJTweD8eOHSMpKYni4uK4Pwu73c4999zD8PAwP/3pT9Uw1PlEV1cX73//+6mrq8NsNnPNNddwySWXcOONN877tcwQ7w1xRDxkZmby6quvqr+/+OKLufjii4HIGKG9vZ3a2lpeffVVHn74YVwuF1VVVWoRXr9+fdw7bDxfBYfDQV9fnyodVubDSUlJmM1mOjs76e3tpbi4eFFp66O9ZKPtINsGvcgyGE8eY406Df6QxKA7SKJJH+O5qpDSx/NWkGV5xmm9k/ncLiSir03pIO8q8nPb747g8IVAktEGg6RbdSpvPCDCvw7W84GKjDlNLpZlmePHj9PX10dlZWVc32JZlnnxxRfZvn07d955J5/+9KcXdMQVDofx+Xzo9Xq8Xq+6AH634z3R6U4XoVCIf//739TW1lJbW8vhw4fR6XRs3LiRjRs3UlNTM+EcbDSUuHSHw0F/fz8OhwODwUBGRgbJyckkJSWNyxWdbwwNDdHU1ERmZuYYWbE7EObGpw+i1wiY9Fr8IZGQKPPfJzvdqUKhKSkdsdvtVmflSkc83qw82ue2sLBw0QhWIDIeqq+vJy0tjaKiophC5QmEOdbrRiPA9ucbECUZk16LJMl4giL3f7iQFaaw+l4o7JHo9ObTKXxut5tjx46RkpJCcXFx3McaGRnh7rvvxul08vjjjy+KAvfoo49y7733Yjab+dCHPsSvf/3rhb6k6eC9PV44XciyjMvlYt++fdTW1rJnzx6am5vJzMxUu+GampoJo7jdbjeNjY0YDAZKS0vRarUxYwmfz6dSlJS56HzNdv1+v9qFlpeXx00E3ts+wkMvNSNKoNHA1y4sZcssCCCiZ+VOpxOPx4Ner1cL8NDQEKFQiKqqqrg+twsBURRpaWnB4XCMSXgeD/uO27nvufrIv5VkLl+XzRfOKYz5zEzktxFdiN+8eEYAABTBSURBVCe7QUuSxPHjxxkYGJhwwSjLMn/729/41re+xV133cW11167KBa4IyMjfPzjH+e3v/0tycnJXH311Vx11VV8+tOfXuhLmyqWi+5sQ6GdKd3wnj17GBwcpKysTKWsbdy4Ea/Xy969e8nIyJgwkkbx3VU6QIfDQTgcnpOZqALli9nX1zfl47onEGbAHSTDaphT8+xAIEB7ezu9vb0YjUZkWY7Lmw1LEnZvmOQE3Yyi62cC5VQw3SVevytA26CXVIt+ytza0Tclr9eLVquNeS+i05tdLhfHjh1TTwXxiujw8DB33XUXPp+PH//4x+pYaDHg97//Pbt27eLJJ58E4Omnn2b37t385Cc/WeArmzKWi+58QBRFjh07phbiv//973i9Xs477zzOOeccampqqKqqmjLNRlGRORwOHA5HjM2hMh+eStczHgYHB2lublYdyhZDd6NgPM5tPN5sl9/ALw77CEqQYNRx/0erqM6fu6y1YDCo+jJXVFQs2DY9OqHE6XTi8/nQ6XRIkkQoFKKiooK0tLS4PPXnn3+e73znO3z961/nk5/85IKPtkajtraWm2++mb1792I2m7nxxhupqanhS1/60kJf2lSxXHTnG1/+8pcxmUzcfvvtNDY2smfPHmpra6mvr1cN0BXaWm5u7pSLnnL8VDpij8eDTqdTRxKTuYz5fL6Yzf9iouBMl3Pr9oe4+uf7CIkiekHGFwyjEQQePD+V7LTIrHy6JujxEG3GPpEJzELB4XBQV1enSphdLhc+n0+lNOr1esLhMImJidx1112Ew2F+/OMfx7VqXAz4j//4D37729+i0+nYsGEDv/jFLxYVU2USLBfd+Ua8OBJZlhkcHIwZS3R1dVFYWKjOhjdu3EhSUtKUu49gMBgTB+T3+zGbzTHzYY1Go874ysrK5tUXeCqYCee2qd/Nl357BJP+1A3LHxL57qXFZBhCY0zQlfdiusspr9dLfX09ZrOZ0tLSec91mwjKjUqZK4+WiyuJvYcPH2b79u20tbVRVFTERz/6US699FI2b968QFe+5LFcdBczJEmiublZLcL79+9XHdOUQrxmzZop3+WVo7gylhgaGsLn82GxWFixYgXJycnzmjowEU6HczvsCfLJJ/dj0ArotBrCokRQlPnNZzeRajm1hIxeTjkcDjwez4QzUQXRNLDKysoYH9vFALvdTn19vZrTF+9GNTg4yFe+8hUEQeCxxx4jEAiwb98+EhMTueCCC+b5qt8zWC667zYEg0EOHTqkFuIjR45gMpnYsGGDWognogBBpENraGhAr9dTWlpKKBSKmQ9Phao1V5gtzu3/Hu7lR6+2oRUEJFnm/32giMvjpBRHY/RM1Ov1YjAYYk4Gra2t49LAFhqiKNLc3Izb7Z6Q0SHLMs8++ywPPvgg3/zmN7n66qvnfXZrt9u55ZZbOHLkCIIg8N///d9s3bp1Xq9hgbBcdN/tkGUZu93O3r17qa2tZe/evbS2tpKbm8vGjRtVRV16erq6iJIkifLy8rhSTyV9IXo+HF145spTYbY5tx0jPrrtfnKSTeSnzFzdFQgEsNvttLe3q0U4mj0yH9LmyTA8PExjYyN5eXnk5ubGLaL9/f185StfQa/X89hjj8U4qs0nbrjhBs4++2xuueUWgsEgXq930Z0Y5gjLRXcpQpIkOjo62L17N3v27GHPnj2cOHECURS54ooruPzyy6murh736BwPo+PiA4GA6qylFJ6ZmpwEg0Gam5vx+/1UVlYuKs4tnGJ0KAUNGGNwEw6HSUhIiPGYmA+hRjgcpqmpCZ/PR1VVVVwutSzL/OlPf+Khhx5i+/btXHnllQvGTHA4HFRXV9Pa2rro2BHzgOWi+17ArbfeSiAQ4Prrr6e5uZm9e/dy6NAhBEGgurpaFXJUVFRMuVBEG7oohTja/FxhCEx0/I7e/E/kc7tQCAaDNDQ0IEnSpDSwaDN4ZUyjyLyn+n5MF0NDQzQ2NlJQUDBh3FBfXx9f+cpXMJvNPProo6Snp8/aNcwEhw4d4tZbb2XVqlW88847bNq0iUcffXTWk7QXKd4bRXfXrl1s27YNURS55ZZbuPvuuxf6kuYVTqdzDM1KlmXcbjf79+9XxxKNjY2kpaWxadMmNm3axJYtW8jOzp5yIYy2vXQ4HKpqarzFVDTntrS0dFFZAZ4uDWzQHWTn3k6G3EE25ZqpThfUtN7oeflUVWSjEQqFaGxsJBQKUVlZGfdmIEkSf/zjH3n44Yf59re/zcc+9rFFcVPbt28fZ555Jm+++SZnnHEG27ZtIzExke985zsLfWnzgaVfdEVRpLy8nJdeekl1DXvmmWdYtWr2cq6WCmRZpre3lz179qhua729vZSWlqr84Q0bNmC1Wqf85Q2FQjHzYa/Xq4aBKh3aYrKsjKaBlZWVTftmYPeFuOGXBxnyBBEE0AgCnz+nkE/VRMYSo+flXq8XnU4XM6aZyG9jYGCA5uZmCgsLJ7wh9vb2cscdd2Cz2fjhD3+4qEyAent7OfPMM2lvbwfg9ddf58EHH+T5559f2AubHyz9ovv222+zfft2XnzxRQC++93vAnDPPfcs5GW9ayCKIo2Njep8+ODBgwSDQdauXasW4lWrVk1pkaRwbjMzM7FYLDEKstGLqfk2rlFYE319fVRUVMx4qfOXw708/FILZkNkjBAWJfRaDbu+FH8zr/CpldGEks0WvbiEiBm/LMtUVlbGvVFJksTvfvc7fvCDH3D//fdz2WWXLYrudjTOPvtsfvGLX1BRUcH27dvxeDz813/910Jf1nxg6Vs7dnV1qa72EAmprK2tXcArendBq9VSVVVFVVUVN910ExDh0B48eJDdu3fz2GOPcfToUaxWa4zJz8qVK9X5pdfrpampCY1Gw4YNG1Tmw3jhmL29vartZfR8+HRdtSaCw+FQWRObN28+recJSzIIp3oSQYgERU4Eg8FAenq6OmtV/DacTid2u53m5mY1DDIjIwO3243NZhtzo+vt7WXbtm2kpqby2muvLTqhSzQee+wxrrvuOoLBIMXFxTz11FMLfUkLjiVTdJcx+zCZTGzdulXlVcqyzNDQkGoC/5vf/EbNmdPr9QwPD/Pzn/+cgoKCcbuu8cIxo4UL7e3tqnAhuvs7XdvLcDhMS0sLLpdrVkI+AbYWpfC4TosnKKLTCEiSzJUbpmeHKAiC+tp6enoigaAbN6oGN8qJQRRF+vv7OXz4MAB/+ctfePDBB7n00ksXZXcbjerqavbt27fQl7GosDxeWMZp4dChQ9x4442UlZWRlZXFwYMHcbvdrFq1Su2I161bNy2PB0W4oCzq/H4/JpMpphBPlS87ODhIU1MT+fn5E/JaZ4LmAQ8/fq2NEU+Ic8rSuOHM/GkFTSqz9fb2dkpLS+NyaSVJYt++fTzwwAP09vai1+vRarVs27aN6667brZezjJmF0t/phsOhykvL+fll18mNzeXzZs3s3PnTlavXj0nz9fR0cH1119PX18fgiBw6623sm3btjl5rsWMjo4OAoEApaWl6p8Fg8EYE/h///vf6PV6NmzYoM6HS0tLp3y8j3YYUwpxOBwek9YcPR+OpoFVVlYuOqMUv99PfX09er2e8vLyCQNSd+7cyY9+9CO++93vcskllyAIAj6fD4/HMy+0MFEUVWOm5557bs6fb4lg6RddgBdeeIHbb78dURS5+eabuffee+fsuXp6eujp6WHjxo24XC42bdrEs88+u8yWGAeyHAmvjDaBb2lpISsrK2Y+nJmZOS3a2mi+rJK6IEkSdrud0tLSReeipfgwnzhxgvLy8gnZBt3d3dx2222sWLGC73//+wum5HrkkUfYt28fTqdzuehOHe+NoruQuPzyy/niF7/IhRdeuNCX8q6ALMt0dXVRW1ur0taGhoYoLy9XTeA3bNgwLT8Il8vF0aNH0Wq1GAwGvF6vmkARPR9eKPh8Po4dOzYpTU2SJH71q1/x+OOP873vfY+LLrpowWa3nZ2d3HDDDdx777088sgjy0V36lguunOJ9vZ2zjnnHI4cOTKpB+wy4kMURerq6tRu+ODBg8iyzLp169RuuLKyckyxUhIw+vv7x9DAgsFgTBrHQkTFy7JMZ2cnXV1dlJeXT8g26Ozs5LbbbiM/P5+HH344btLIfOGqq67innvuweVy8fDDD89a0ZVlmbPPPpt7772XD3/4w0AkLeLJJ59k165ds/IcC4zlojtXcLvdnHvuudx7771ceeWVC305SwqKBHn//v2qCXxDQwMpKSmqmk6WZfbv389nP/vZCaNpoh9zvKj40fPh2aKteb1ejh07piry4vGSJUni6aef5oknnuC//uu/uPDCCxecmfDcc8/xwgsv8JOf/ERNyp7NTvfIkSNcffXVHDx4kHA4zIYNG9i1axclJSWz9hwLiOWiOxcIhUJ85CMf4aKLLuKOO+5Y6Mt5T0CWZQYGBtQi0NXVRW5uLllZWTEm8ImJidOWNUfPhxUZr1KIp2t7KcsyHR0ddHd3T+rF29HRwZe+9CWKi4t56KGHFs1p6Z577mHHjh3odDp1kXnllVfyq1/9atae42tf+xoWiwWPx4PNZuOb3/zmrD32AmO56M42ZFnmhhtuIDU1lR/+8IcLfTnvOezcuROfz8fNN9+MLMs0Nzerarr9+/fj9/vHmMBPR4YcHQbpcDjG+O1OZHvp8Xg4duwYSUlJFBcXT9jd/vKXv+TnP/853//+9zn//PMXvLuNh7nodCHyXm3cuBGDwcC+ffsWHcvkNLD0FWnzjTfffJMdO3awdu1aqqurAXjggQe45JJL5vy5lyk8cO2116r/LQgC5eXllJeXc/311wMRi0rFBP6JJ55QTeA3btyoFuKJzMl1Oh2pqakx89fotOaOjg6CwWCMzaPVaqW7u5u+vj4qKysnnMeeOHGCL37xi5SXl/Pmm29OGt++VGGxWPjEJz6B1WpdSgV3Qix3uu9CLFN4pg/FBF6ZDe/du5e2tjZyc3PVIrxp06a4CbrxHtPr9aqRSAMDA2i1WtLS0khOTlYLcXRhlySJJ598kqeeeorvf//7fPCDH1y03e18Yfv27VitVu68886FvpTZxHKnu1TQ2dnJ888/r1J4ljE1CIJASkoKF110ERdddBFwyvxm9+7dvP766zzyyCM4HA4qKytVEcf69evjGoYLgoDZbKavrw+fz8fmzZuxWCyqrPnEiROq7eWf//xn0tPTef7559m4cSNvvPHGe7a7fa9juei+y3D77bfz0EMPqSm3y5g5NBoNhYWFFBYW8slPfhKILEePHj3K7t27+fWvf81Xv/pV1cBHEXKUl5ej1WppbGzEbreTkZFBTU2N2tEmJSWRlJSkGjD5/X6effZZnn32WUwmE6+//jrXXHMNzz777KKyu1zG/GC56L6L8Nxzz5GZmcmmTZt49dVXF/pyliT0ej3V1dVUV1fz+c9/PsYEfvfu3TzwwANq/pwsy9x3332sXLky7oigra2NL33pS6xdu5bXXnsNi8WimqfPdcF9t0jVt2/fvtCXMK9Ynum+izAfFJ5lTIzh4WEuuugiLrnkEtatW8fevXvZu3cv/f39qgl8TU0N69ev55lnnmHHjh08+uijnH322fM+u12Wqi8oliljSw1zReEZD+/hGO0xULwTlOBKBaIo0tDQoJr87Nq1iy1btvDLX/5y0QRwLkvV5xXLi7RlzBzbtm3j4osv5g9/+IMao/1ehSAIYwouREzgV61axapVq7jpppuQZXlRsRLa29s5ePAgZ5xxxkJfynsey53uMibEezxGe0lgWaq+IIj7ZZmbXJRlLBm0tbWRkZHBTTfdxIYNG7jlllvweDwLfVnLmCJCoRAf//jHue6665YL7iLBctFdxoQIh8McOHCAL3zhCxw8eBCLxcKDDz640Je1jClAlmU++9nPUlVVtewNsoiwXHSXMSHy8vLIy8tTZ4FXXXUVBw4cWOCrWsZUoEjVX3nlFZUG98ILLyz0Zb3nsbxIW8aEyM7OJj8/n4aGBioqKnj55ZfnjXL0/7d3ByGNXHEcx7+P7XiVQnUJ4uBIRATjwYsUpCwssXeRrvSy4CEQ7CWgNPWye9ulHjJ4FKnQi9JTU5aNRYUtiAzWQw5poL1okdFuD5nLGi/G/x42K3tY2YLJTCf7/1ySmUP+v9M/L+9N3isUCqytrWGMIZVKsb6+Hukm5HEzOTnJB9ZsVAR0pBtjJycnOI5DrVYDIAgCHMfh+Pi4pXXeHqM9NjZGuVxmaWmppZ//Pr7vs7KywuHhIZVKhUajwebmZtvrKtVuOtKNsf7+frLZLPl8ntXVVfL5PJlMhoGBgZbWieoY7cvLSy4uLrAsi3q9fn1su1JxpiPdmMvlcnieh+u67O3tdcxOTX19fSwsLGDbNolEgu7ubqampqKOFbqtrS2Gh4dJJpO6gNkhtOnGnGVZLC8vk8vlcF237ed9hSUIAorFIkdHR5yennJ+fv7R/d250WgwPz9PqVSiWq2ysbFBtVqNOpa6JW26HaBUKpFIJKhUKlFHaZmdnR0cx6GnpwfLspienmZ/fz/qWKE6ODggmUwyODhIV1cXs7OzFIvFqGOpW9KmG3Plcpnt7W08z6NQKHB2dhZ1pJawbRvP86jX64gIu7u7jIyMRB0rVL7vX28PCW8e3/N9P8JEqhW06caYiJDNZnFdF9u2WVxc7Jg53YmJCWZmZhgfHyeVSnF1dUUmk2lbvbm5OXp7exkdHb2+V6vVSKfTDA0NkU6nCYKgbfXVx+NDey+o/zFjTAa4LyIPmtd3gN+BnIj8Fmm4mDHGfAG8An4UkdHmve+Bmog8NcbkgU9F5NsQM30OPBaRL5vX3wGIyJOwMqjW06arVJMxZgB49k7T/RO4JyJnxpgE8EJEhkPM8wnwF3Af8Hnzhfq1iPwRVgbVevqcrlI3uysibyfJ/wHuhllcRC6NMd8AvwJ3gB+04cafNl2l/gMREWNM6D8LReQ5oBsmdBBdSFPqZi+b0wo0X/+NOI/qANp0lbrZL8DD5vuHgD4kq25NF9KUAowxG8A94DPgJfAI+Bn4CbCBv4GvRKQWVUbVGV4DwUe2qkJ9/tcAAAAASUVORK5CYII=\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "ax = plt.figure().add_subplot(projection='3d')\n", + "ax.scatter(x,y,altitude)\n", + "ax.set_xlabel('X')\n", + "ax.set_ylabel('Y')\n", + "ax.set_zlabel(\"altitude\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "It might also be useful to use colors to show the temperature measured at each data point. We can do this using:\n" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "ax = plt.figure().add_subplot(projection='3d')\n", + "ax.scatter(#what goes here?? remember it's a 3D plot!,\n", + " c=temperature,\n", + " cmap='plasma')\n", + "ax.set_xlabel('X')\n", + "ax.set_ylabel('Y')\n", + "ax.set_zlabel(\"altitude\");" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "InNY3X4nI2X-" + }, + "source": [ + "Now the colors are specified using the temperature data. The above example uses the 'plasma' colormap, so high temperatures are in brighter more yellow colors, and cooler temperatures are darker blue/purple colors. You can read more about colormaps and see some of the other options [here](https://matplotlib.org/stable/tutorials/colors/colormaps.html).\n", + "\n", + "\n", + "But now, let's go back to 2D data for a moment. For example, we might have a thousands of measurements of stellar masses and radii and try to use a scatter plot to visualize them:" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0, 0.5, 'M')" + ] + }, + "execution_count": 43, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "N = 100000\n", + "M = np.random.normal(loc=1.4, scale=0.1, size=N)\n", + "R = M*12*np.random.power(4, size=N)*np.random.normal(scale=0.08,loc=1,size=N)\n", + "plt.scatter(#what goes here??)\n", + "plt.xlabel('R')\n", + "plt.ylabel('M')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "It's almost imposible to make out any of the details! The points are so large they overlap entirely in most of the plot. Thankfully, there are other tools for visulizing large numbers of samples. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Exercise 2, part 2\n", + "\n", + "1. Using this [tutorial](https://matplotlib.org/3.1.0/gallery/statistics/hexbin_demo.html), plot R and M and describe what you see. \n", + "2. Can you find what are the coordinates of the higgest density area? hint: you can look for the bin with the largest value.\n", + "3. Overplot a star at the position of the higgest density area.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "#what goes here?? go see the tutorial!!\n", + "plt.xlabel('R')\n", + "plt.ylabel('M')" + ] + }, + { + "cell_type": "code", + "execution_count": 54, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0, 0.5, 'M')" + ] + }, + "execution_count": 54, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAYIAAAEGCAYAAABo25JHAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4yLjEsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy+j8jraAAAgAElEQVR4nOy9ebAlV33n+Tnn5HLXt79Xu6pUi1TakDACDBKSMG2P8daMcY9h3P6jJzpst01gu2PC4WmPx+BwR/REG5CQDAYbYRux2HjBK9jgsRZAyEjIaCkJSahKqn199Za75HLOmT8y8968S756t3ilkkrvF1Hxbv0y8yzf/OVZfud7fkdYa1mXdVmXdVmXV6/Ii12AdVmXdVmXdbm4st4RrMu6rMu6vMplvSNYl3VZl3V5lct6R7Au67Iu6/Iql/WOYF3WZV3W5VUuzsUuwKgyMzNjd+zYcbGLsS7rsi7r8oqSRx555JS1dnbYtVdcR7Bjxw4efvjhi12MdVmXdVmXV5QIIV4ourbuGlqXdVmXdXmVy3pHsC7rsi7r8iqX9Y5gXdZlXdblVS7rHcG6rMu6rMurXNY7gnVZl3VZl1e5qPe9730Xuwwjycc//vH3/dzP/dxIz8RxzBe/+CU+/vE/oFqtsG3bNoQQGGP4l3+5l7vu+ghKKXbs2IEQAmstDz74IHfccSdhGLJz506kTPrMRx99lA996MOcPXuW3bt34TgJ8eqpp57igx+8naNHj7Jnz25c1wVg//793H77h3n22WfZs2cPvu8DcPjwYe666yM8+uij7N69m0qlAsDJkyf52Mf+gPvvv5/du3dRq9UAOHv2LJ/85B/zxS9+iR07tjMxMQFAo9HgM5/5LJ///F+wbdtWpqenAWi32/z5n/8Fn/rUp9mwYY4NGzYAEEURf/d3f88nPnE34+NjbNmyBSEEWmu+8pV/5qMf/Ri+77N9+2UdLB544KvceefvYYzh8ssvR0qJtZaHH36Y22//MI1Gg927d6GUAuCJJ57ggx+8nZMnT7Jnz+4ORs8++ywf+tAdHDhwgD179uB5HgAvvvgiH/7wXTzxxJPs2bObcrkMwLFjx/jIRz7KN77xr+zevYtqtQrAmTNn+MM//ARf+co/s3Pn5YyNjQGwtLTEpz51D1/4wt9w2WXbmJqaAqDVavGnf/pnfPazf8rmzZuYnU0YdGEY8oUv/DWf/OQfMz09yaZNmzpYfOlL/8jHPrZ6e/nGN77BHXfcSRAE7NrVtZd/+7d/44MfvGPAXp5++mk++MHbOXz4MHv27OmxlzvuuJOnn/4OV1zRtZcjR45w110f4Vvf+hZ79nTt5cypBT71ib/lG197jO2Xb6ZWq/TYyz/8wxcH7OWzn/0cn//8n7N16xZmZmYACIKAv/iLv+RP/uQe5uZm2bhxY+fb+bu/+3v+8A/vZmys3rEXYwxf/vJX+OhHP4bneWzfvr2DxVe/+jXuvPMutNbs3Nm1l0ceeYQPfejDNBrLQ+3lxIkT7Nmzp4PRc889x4c+dAf79+/niiu69nLw4EHuvPMuHnvsiR57OX78OB/96O/z4IPf6LGX+fl5PvGJu/mnf/oKl1++g/Hx8Y693HPPp/mrv/oC27df1mMvf/Znn+czn/ksmzZtZG5urmMvf/3Xf8Pdd/8xU1MTPfbyj//4T3zsYx+nUin32Mu9997HXXf9HlJKLr+8ay8PPfQQd9xxJ+12m127dg3Yy/z8PLt37x6wl0OHDrFnz+4OFqPI+9///qPve9/7Pj7smnilRR+98cYb7Wrpo8YYfvM3f4uPfOT30VrTaDSoVMpMTEzw+te/nq997Wu0Wi2WlxvUalVKpTI333wT3/zmw8zPz9NqtahWqyiluO22W3j88Sc5evQoQRBQqVSw1nLbbbfy/PP72b9/P1EUUSqVMEZz6623cPz4CfbtewpjDK7rorXmLW+5maWlJR599N8QQiClRGvNm970/RhjeOihf+18ONZabrzxdZRKJb72ta+jlCKOY4QQXHvtNczMzHDfffejlCIIAhzHYffuXWzffhn/8i/3IaWg1WrjeR5bt25h79693HfffRhjaTQalMtlpqeneN3rvo/77/8qYRiwvNygWq1Sq9V485u/nwcffIilpSUajQa1Wg3Pc7nlllt49NFHOXnyVAcjIQS33noLzzzzDAcPHiQMI8rlEsZYbrvtFg4dOswzzzxDHGt830frmFtuuYUzZ+Z5/PHHsBaUUhijuemmN9NuBzz88COdD8QYwxve8Hocx+HrX38wvddgreWGG65nfHyc++9/AKUUURQhpWTv3ivZtGkT9913P1JK2u02ruuyY8cOdu/exb333gdAs9mkVPKZm9vA9de/hvvuu584jjsYTUyM84Y3vIGvf/3rNBrNFIteezl7dp5mM7MXyS233MK+ffs4ciSzlzLWwm233cr+/ft5/vmuvWitue22Wzh+/CT79u3rsZebb76Z5eVBe3nLTbcx5u7k0Ye/02Mv17xmO4E6zANfvb/HXq655mpmZ2e4774Heuxl166d7Nixg3vvvRchBM1mC9/32bJlM1dffRX33ns/xpgOFlNTU9x44+t44IEHCIKQ5eXl1F6qvPnNb+Yb3/gGi4tde3Fdl1tueQvf/va3OXHiBK1Wu9NAv/Wtt/HMM8/w4osvEoYJFtZabr31Fg4fPsIzz3ynx17e8pa3cPbsWR57rGsvWif2EoYh3/zmwz328vrXvx7PczvfjtYaIQSvec11TExMDNjLlVdewZYtm7n33n572c7u3bv77KXE7OwsN9xwfY+9VCoVxsfHhthLDd/3ectbbubhhx/hzJkznW9HSsmtt97Cvn1PceTIkYH25cCBA3z3u88Tx3GKheanfuqd3Hnn7Z1ObTUihHjEWnvj0GuXckdw4MAB9u69liAILlh5sh6+X6SUGGNWrV9JRk2rqEwXWoryHRWjlcq/Vni/3DAatfxj3nbq3mUD+uXwCEvxAYzRq07r5YbFqBidTx6vdHspl8t86lN/xDvf+ZOjpFXYEVzyawTZ1OqVLK+UznqtyrlSOq8ULC60mHQG0C+vJHxW6uxHkZXufyls8mKI665tu3ZJdwTj4+NIKTpT0UykFOlf2aeXK+r7DS6bkg/TjzraWOm3tXagTJBMf/v12QhimH6lun2v+szfW4RRv+SxyD+TT/dcuOR/D8Mi02dlyz/zUmB0Ie1lOTrI0caDLEb7iUyT2LRZCg+wFL+AMfplYy8Z9qNgdC4ssmccWWGqfAUbK29iU/VNTJR2okRpIN1hNrWSvawWi0zfb18X2l5KpRJBELJ165aB8p+vXNIdweTkJIcPv8jtt3+Aq67aC2QGlTRM+ZeeN7S8Plv0gaRBVqpI3zWGfMNXpB+1wSt6tjevbqNbpM9/ZP11zhv8MCz69fnGX2s9gEX/tLao3EX1LMIiL0XP5nHP11kpNRSLfv2oWBTbi1pRv1K5V7YXi0XTiI5yovktjjcfpqGPYK1edZpFdtGvzyA+H3vJ7KLfXoowWq291NytzFVeS8XZgBQKKRxq3hbq3rYcRp2n+7AbhkXx+ziXvWRrD+fCYjX2ci47mpmZ4Td/8zfYv/9Z3vjGN7JWckmvEeTl5MmTXHbZTtrt9vdchlH9jtlC1WrvXymPorTOJ48LKaNiUaRfyzwulv93rezlfNZOXm72slZYzFT24svB+GkLwQGWo4ND836l28vY2Bif+9ynefvbf/h80331rhEAKb3vIcIwXLP0hknRBzSq/qXK40LKqOUZtROAtcPoQg+GXopyvlLsZa3KqU1Bh8jo6wWvFHtptVo8+OA3iKJozfO8pDsCay2/+7sfZNu2Hbz73f+xo8/WCPrdDcN8gUKIQn03ve50btjv/D1SyqH35PVFv/vLkv3uL8swN8owf2h/2YdhsVqMhuWTTyNzqfVjkXcLjIJRPxbD6tGPRZGv91xYnAujUeylyEYuFXvJvq1B/bm/nV57UQP35OvWiI4Q2SWsNQgJQoK1BtepoKSzIhZKXVh7GfXbWa29aK350IfuYHZ2I7/yK/+VRqMxtFznI5e0a+iFF17giiuuXrOZwLqsy7q8vEQJj4q7EWs1zfgExq79aPnlKOVymXvu+WN+8if/11U/86p1DVlrOzs2L5QUjRb6mQTn0q9lHkX3r0SzWwspSn/U8q9UzqJro+JdVKa1krXC4tVoL6NgoW3IcnSQ5ejw0E5grezl5fbtuK6zpi6qS7ojqNfrGGM6W9AzGZXetRIFLs+eyOvzTIJM8uyafv1KspJffVgewyhwGRVttXU+H/1K1MjVYgHn9oUPw2slvPvLuhJGRXUbRZ8xStbt5fzsZRQs4KWxl/PBYhRa6Sj24rouYRiyYcPcYIXPUy7pjmB6epoDB57j/e//LbZsSTi3eSZAHuQ8XauI3tX/weSpmr0vsavP+8bzLzRvJEX6YT7jcz07jD6ar3ORvpdW2l/nlTFaCYu8ftQ65/WreXa1WHwvGF0IeynS99bn3GsyLx976WKRp16+vO2l2C7OF6N8Z7OSvYyCUb1e473vfQ+PPfYoN998M2sll/QaQV5OnDjBZZftXJNwE2tFgUs+oCI6IAx7NaPTAYvzuJAyKhbr9NGuXEz66CsFi6L7V5JXur2MjY3xmc98ih/90R8533RfnWsEeXnqqaeJ43hN0ioygtHpaStNaYfrR6cDXpyO/qWgLY6K96jvba1krezlpaCPXgpU2rXK++VmL+12myeffPKC5H/JdwR33/1JrrrqWt7+9h/t6Pp9df30rX59l3amVtRnuuzfsGloP2UwT7vL6/NhMIoobStR3frLeC79arE4F0bD/KsJRg4gcGUVR5YQQg1QJs+NUS8FsgiLTDJ9/7Xi95jV7XvDqD+9i2kv3ToPt5eiMq6dvaycXm+du3XM7s/7+F9+9pKtHV5oe+nSR3/7t/87mzdv47d/+3fWZHNsJhfMNSSEuBv4MeCEtfbaIdfHgXuAywAH+F1r7SfPle4orqGDBw+ye/fedfroRZaSM4Unx6m4cyjhYa0lMg3mg6eIzdoZ87qsy6tFyuUyn/nMp3jHO/79qp+5WK6hPwJW2gv9S8A+a+31wG3AB4QQo5+2sIJordfpozkZNgpaSylKf6J0OXVvKyp9vUIIPFXDd+sjpbPStXX66Pnn8XKzl7Wkdr4UeayFjGovruuc1278IrlgX4O19n7gzEq3AHWRIFBL710bJ34q1WqVOI4HTvNZKwpcxgQYph9GT4OMSTBaPYoWrFaiAw7TF9H18n/79aulwGXpD9MfX/42p9qP0YpPYq1Bm4Cl8CDN4PRQjM7HF1608FmkL6JxDqvb+VIji+1lOG2xyF5GlbW0l9XUuSpm2FO6he8r/W9cUb6VWi4G0LntZXXUzpX0q7UXgaTizDFX+T5m/ddR9y5Diu5AcSV7OZ9v50LZi1KKMIw6J6qthVzMNYK7gKuAI8DjwC9ba4eu2gghfk4I8bAQ4uGTJ0+uOoPZ2Vn27XuMX/3VX2ZycrLjgxxGB8v/v/+l5+ldw/ys/Z1Bpu9/uVmjam0x1a33dzE1MCtTvjzF+uIDQIZR4PIY9dd5dVj06i0xQbzAQvRdjjS+zrHmN2noQ1jMEIxGo0OupM/KuhrsVoPF+dhLPxaJfjhNtMhezuf3WtlLPxa9GAmu9X+cq0o/yKTcjiN8JsRl7PX/HVUxPYDFcHuxQ99z8bdTjNFK9uLJMTZVv5+pypW4soqSPuOl7UyXrgFEDxb9Nvi92Mtqvp1RMCqVfH72Z3+GBx74F2677VbWSi4ofVQIsQP4u4I1gp8CbgL+K7AL+DJwvbV2caU0z5c+euzYMXbs2EUQfO/rBfmXnZe1pAMWSVEeF4vqViRFtNVRy79yHq9sOuBavsuiaxcSC4HkxtK7EWJwPPnN1mewrH42MyoWo9pL1d3EZHk3/UPNVnySxei7xHpwV/LLzV7q9Tp/8id/xDve8RPnm+7Lkj76n4C/tIk8B+wH9l6ozA4fPkwcr41P7aWgA65V3hdrn0hRtmtZzlc6HXAt3+XFs4u18Z2/JOUvomQPd0S87OwlikIOHTp0QfK8mB3Bi8DbAIQQG4ArgefXOpO//Mu/4k1vupmbbupOo7LpZD8trN8vPiodrH8KWaQfNv3rp63164v8k+fyWw5S3Varlz1/V4vR4JrCylj00wSH1bcIo9VjsVqMsjq4gMBVVQQypb6+suwlOazFQ+EjkEhZfIIcgJIOAoUjy311dgE5gIWUEovhtH0eY2OQ6elhEiyWGXdXer/bg+0gdv3+ctEpj0ThizqOKKFSX76UKklX+CjpIVMa8rm+nUAvEJkmlu5BO2BwRAVB73tZvb0M/3ay/zvKRfRg5/Y8N6odhWHEr/3ar7Nnz17uuusjaxqO+kLSRz9LwgaaAY4DvwW4ANba3xdCbCZhFm0iGVb8D2vtPedKdxTX0KFDh9i168p1+ui6rEoECk/VqTgbKDszCCExNqYRHmcxWvMxygURV1ZwZY2KuxFPjiGEIDYtFsP9tOIz9A+LlfBxZZWKu5GSmkoWTE1IMzpOYBaouhsoqekUi4hGdIzF8EBPGhKHKbWDzd71tESTlmhghcVaTSs+zXzwzEC+K0lNzjEmNzCrduPLGtZalsxxDpnHQSoqzkZcWUlpyEvMB88Sm+aq0nZEmaq7CSV9lqMjhHph1eUaRXw5QdmdpezMIIWDsZpWfIqzwTNrkn65XOZzn/s0P/ETP77qZ1ZyDV2wk92tte8+x/UjwA9dqPwB4jjuBGi6UDKqn3o9lEJXXm4ncUnhMF2+pjNCzHQ1b9PIHcFaYTGqvXhqnKnybvJZOLJM2ZklYpE47h1FKlFiunIV2NziqvSo+9sYE9t6XHxSuFTdjSyFL2LpZmCIOaWfw5Mb+0bmioo7x0L43WTW0CdFGF1eegNlO9lz35jayOaSQ8Ms9+g9NUbZmWQpHN4R9OcR2xYL4fMXOPSGYLp8be8CvFBU3Q0sBM/1YHeu9IvsxXWdNZ0RXLCO4OUg5XKZOI4GXm6eDjZsxX+UBaqMMdSvz6hu/S+3SF8keXZCv36UTiDT9+d9Ln1/ekUYrYTdajESSMrOLDVvC2BYCg/Rik+TjSaLcCvCYiX9MIys0BxvPEzVnaPsbMSRJSLdoKmPDuTviDI1fzO+nCK2iywGh4hM96CQ7xWLc+mLpK1Pc2x5gaq7pTMaBSg5k7jyNTTEURrRCWzK1NY0Obb8CDVvE2U1hxQuoVmkpY/Rjhaoehsoqw04skSol2nqI6l7ZfDbOd78VyreDGW5EVdV0wswV/4+og5Gyz1YDsPi6dY/U1PTzMkrGZMb0cScjp/naLAPKV0qzmZKahKLpRWfpBmdHIrRWtrLSo304LeTYTFLWSWzl8g0aenjWFb/TUGXeZYnXgghiKKYsbGxgTKdr1zyQecee+wxfu/3Pso993yGVqvV0wH0A7+axhK6PlylJFqnvtHcM/mOJ/8S8/fn817N7940h+uLypAv9+gNe68RjopRPt1ijCS+nGHS341UqsPsENLSDE5zJnhqlRjl8c3jPhyLogFCojfJzEBYBMmCYpbXTPk1eKqe+MkNCJFcP93aR6DnV7CXc7+ronKPai+OchG2xGz5NUipcu8DgqjJyda/gTC5MjhppyMR0KH2KqnQxiCEAixC2KGdWWfgICQWmC5di6/GO/XJMJpvfYeWPrUqe3Gkmx5JaVDKIdbJzF5JB210rtzReWFU/D56v+usfOczKEpsOUFUSIExgx37KPbieR4//MP/C+9973v4gR9469A1syJZyTV0yXcEmRw8eJBdu65ck+nUqNO4tXTVvFLoo6NiNF25ipKcGdCfz2HkFxqjzdWbh36ARxpfx9rRR5RrUc5h1yrOHFOVKwcok+34DGfDZ9Bm+EEua2Evm6s3MYxWeqzxENoOumrXCqOV5JX+7dRqVe6++xP8h//wzvNN92VJH31JpdForNlLfblRNS923qNJIa909JRGfOaivbcRqbSFyawhZXKUxduLKWv7zl7ZddbasLS0dEHyvOQ7gq985Z/5kR/5Ma6//nU9U6783yI6WCb9NK4ifX56m083Py3N9D2+8SHUt/x9ybO9afVTzPqfLyrrqNS1fjpoEUb9+mIs+vUSKRStaJ7E9ZAfaRt8VUMwnB64Wvrlud5bEaWx3y4yfVufwlpDlmx2cHrJmey5T6mEAumKMhKFo7xVYjTcXvrrDwIlXBRe8k+43TJLh8g0MbbXJSZlEgFWCi/B/hy27aRUWkeWRqLStvSJHoxkipHvTPRiKlWCEb0YDXMZDdcX02nzNNIE19XZS0YflsLrod6qDhYJJVfJ1bUja9W+BEHAL/7ie7jxxjdyzz2fXtNYQ5e0a+jIkSNcfvmedfroBZBRp81CDA76XVnFVTWqziZcWet8MLFpEtsmS8FhQrPiRvOLJhKHiruBsjNLoM+wHB3D5FweFTHJhLOZGbmHkqyjbcy8foED0b9ihf6eZyElOUZZjDOnkgVVgGVzkiPmCQLbpOpuxleTK/qQI91gKTpIKx4M2yKFgxJlqmkdpXDQJqARH2UpHO6q6xeBQ8WdpeLMEZgFGuFRtO0eDFURk4w5m5iVeyjLMYyNmdcHORA9hBHxSz7LVdJHCZ+qs6lDH45Mk2Z8jDBepOJuTLFQxKZNIzrCcnT4gpdr2LdTLpf5/Oc/N9IhNReFPvpykDAM1+mjOVlLn2cRG2MUP+9kZScuEwP6pj7GUjD8A7uQ9NFRxBCzHB0ubAiuLP07XErdcgiHGWcXx81TNPT891z+aXk5W9zX9Ojqao4tzo0sO2fRQ+2luwgK4KoqVTYS2bMDIRYkLrOV6xDkYhlJn5q7heXw8FAKZL9YYhrRURrR0aHXryi9FY9qN0/hMO1czkn7HRaHdE4Xmm7siAqz1Wuwptt5urLCuLcT4fem48gSNXcLjfjY0HWhUeV86KNreR7BJd0R+L5PFEXnMXotpp3164cxaODC0kc9OUbd34LEZzk6nFIsTeH9jqxQ97bgihrN+HgPfXClfPspthmPvKxmCe0CS8FhtO0a4zBKLhRjdKb5XNIYOZvw5DhgaeszNKNThRj16+pyAxvdq3DxOcZ3mNcJx92VdereFpQo0YiOJpFPMbiySs3bgiOqNKNjNOMTWHSHDuqJcZrxCZrRcQy9jWMvFl6KxQyBPctycKQHi6fa/8iEszkd7U5gMDTFMnV/N36KXWQaKWV2hqq7GU3AcjoLkkjmnB3scK8jJmB/+Din9WEEgm3edl5XvQZflDkZhizpZIaxaI5y1DxJELSoups6G8GqVJgVU7ja5RRnOMsixhois0wjOjLQCTiywpi3rWc/BYCyDuNMMO3/CGfMAU5GzxHRpiSqXOZdxZy8nJPmBV4I99G2y/iizE5vLzu8KziuD/Ns+3GWzAIKj2m1A8f6iXM6faUK2FRy+L7xt3EiPslDi49zODyBRLHRuZzt7rWENNkfPM4ZcxQQlNRUjm58mCDtZH01Sd3bAkiWw8O0dXcz3TCaaFXMsMV9DZVohoZY6myKi/QyTX2MIF6k4myg4iYU28g0acRHVuwERmlH+r8dgaLszFJ1N6FpstRHT47jmEqlUpj3qHJJu4YAvva1r3H77R/mb//274miqIf61t/bZqOEQX0ykvpe6aZFVMoielv/PZISM+XrUMIhW94R0hJFLU62v42xcQ8F0mjBXOV6lCwltD6b+GrjOOZk+1Fi0+7k1z9C6sdoqrSXkppGKYkxiV/cGMN88Ayt6GTn+X4sivR5jAQZvdEipeqwWXrrL3rWF0p2giv9H0BJF2nT8YzUBDrilDqMFaJTZyHBaIMVGoHqwULn9SndL8PoVPvbRKY5gMV0+Wp8OYlUKX00xeJM+2na8emcHSkwMOnvpuTOpVRM3aFSWjTCqm46qX6COlvtZqSSSJOMyLWI8TBM+w5CCpy0zlbAseAo/7j4RazQxCl2SrlUzBhvrP44jnCRyKQdlNCMF3mw/TeEtg1YrDXJe9WS2cprcGQ5h5HEaMus3YhrPaQUaZ0t2hhqUuLjJ/5vI0BajDa4KqIsSkglEEaCAG1ijsVLNLVAKgFGdtweuyouuyouQkqktSAgMjFHWjFHWwqhRBcLYs7YeQ5zDCFlAgKAMDkbEd1NcsISRIucbj8BwvZ8U66tsNf/IVzhJ3suLAgFQdziqfBLhLbVwchRLrGOUdLFmLhDBy2k0q66fen9Rsa87dTcrQN2YQhZiJ7ixjfcwK/8ynt5xzv+/cC6wkryqnUNAdx0003cdNNNfPe73+Wqq67DGNN5CcM29QzX996fvbDs//nFpmH67MXn082PAPL6/nvy+pJTx1FeDx3QGkFkW4iEqtx5RmuNK2s4sgTIjo/RmMStoU3Yk1//CKkfo06YAZPlCwJJEJ/teb4fi359PxbWWixxR68L69+LRU3N4spStxEAMAot20jlYozp1Dn5mJJFaWttDxYJb1527sv0Vlgi0xqKhS+TUAy2Hwvdi4VJue6uM57oTYZFcr8UCovtppPqp+U0jnHJe1+Udah7EleIHvKLsHA8Poom7LEdrSPGnGlc4SJyu4YxsGzOYoh6RrNamzQ8RZleezEoFK71EOTrLJAoypSTAU+WtUniHFWzhetMbxP3WGRdpLAdfZbP5pKLyjvDLbjCoW0cVO5+AIVDW0UIo3qJQFbSCRPUoxfJ7EuKgW+tIqfwVKknLauhbRbRBD0YZTOn7Nvp2svgJrBh+uL2pfcbqbhzCCEH7KJaHuPOP/gMP/Wut7PWcsmzhjLJVv7X5dIXsUYRMS8JWYeiI0VQFEP08gJPCNFhVa21XPIdwUMPPcTP/MzPcvXV1/bs0sz/zaRI308P66ehrqTP++zz6eYP/+jVF/8OzVK6uzK3i1Em4Q6M7UbvzMqgTZvYBD0RF4UEiULKXirjubBo6zO9lEmR7D711XjPfeeHhZOMznMRGiGLiClTqp6Tu1/SMKeITYgVubUOaXCMTHea9mKUnIwW9WCxEvVWpgHoeuiDaURMbZoIRA9GEkHd2ZBSINNImULiCAerl8qFj5AAACAASURBVJAI3B4sBqmR2TMLZgmb7kTt1lnQjk0yaM0xgbSImXZmwHaplACe8lg281jTe9iJlIK6nMSxHk6ObuooN3HJWdtD11VKoTFokdJQs+igSiJJXEQCEldP7npMMsDu1CGdyFRkN3ppHvOj7QhtLTZfN6Cq7AAWVlgqptypT75uw34rqfDVGFiFI3P2pVxa9iyx0VhhO+2+lIKyHENZHyUcpBhOpV4tPflc+v52pBn10ZNTe2m3An71F/5f3v0T/ydf/oevrymr6pJeIzh27Bjbt+8ijuOhW8D7ZdgC6bDrF0q/WvHVBDVvC0p4LIdHOguhRWm7skrd34Ij6jSj4zTj4xjb64fvf274YnG6QOrMEplFlsLDA1Efiw6kGVYuJUt4skrF2YSvJgBLKz5FIz6KFIqKs4mSmiJZRJ5nMdyPNm1sZ94vGJcb2ehejYPPsfhp5vULGHS6oL4VJUo5jBJ32bi/HV9N0j/iG0bTi02Lpj5GGC4w4+xgRiYRMWNiWmqZNk3GRZ0pO0EJn8A0ORR/h+P6GbaVt3Bd6Rpm3RlCG/NCdJYngmOYXCfQwQIHD5+qruFRQiDwhaIuPRwh8YTAEQmOSkAslmmYJR5vfpsXwwOY9P1XZI2yrHCF9xq2ujtRKLSFAEucey/WWs6a4xyIn+RsfIpZtYcZ53Ic4RMS0FTLBLZFhToVU0Ol7CEpoCQEm8suW31FWUna2nIqhKOtFFKbvR3wpcARAi0giJNSGmsJbEzDRkknnX6ajoBNvsNlZZemMRxoRMzHqTtOKFwpiETICXuaZboLp0WicFAoqmaMsq2AtSyaYxw1+2iZJaru5iQeEwoPn3Em8UyX6WWtpWFPc0w/wZl4kDJ7viSU1bQLCfV2jnFvB1I6A/eXyj5/8On389YffMMo+b861wja7fZQ+ui5diuOspvxYtBHA32WoHV2aFrWDsY+iUyDM61nCtkKw+o2TG9syFL4Ikvhi0PLmYz4V4/RdGVPH31UUHHnqHob+sojKDvTxKbJUvRCzv9rWTBHWQiODmARmkVOt/YN6COzzELwAnPVid71BYZvbnZkmTGxk83ysh6Xk4NDXU+wQ21C5NLxZYVd3mv5wdqNqFzynnDY481wQM+zEA/S/qbFHG7cO+0PrGbSgWrfxF1beLz5JE8Gjwyks8XZwY21tyQLt1lZRdLYWiV6YuhMqo3U5CzLXtSzNuPh42m/p1HPRAE3T5UTf34qJSXYWoajLdtzvwXaxg4kIoWgLFzaVvfkG1s42I45HOoBOwqs5rg81RN9NJNhHThA2VQYZ6qbvRCMq804zhjL7jxx3l4IWLQLzKoS2bKAEIKamGET17FojhOb1bUjRbJS+9L/bSbU2yPU/c0IO+jWdhxFs7lOH12VeJ63pqFah0kRF72osR+lE3BlnZq7CSkdlsMjncXIorRKos4G90rKYoIT8bPM64NYTLJJxt2Ip8ZoRsdpxaeSKIjCpepuwFdTNKMTnVFzkWSUtoo7S6AXaERHOzMLGDRwgWRCbmXOvYK2XeB49B3a6UmkvppE2spQN2zRB1Z2pnFkheXocCeOfEYHlcJNMUrog44oU/M2o2SZRni0Qx8sizqXe9czbXdwhnkWWMrNMAZFWknF1oZgAb4o/nwONzVVVzDmCFwpsBYCDbvYwlnV5Ig+TZtuwzJvT+Epn6qu4+JhsQS0eU6foiRcNospaunCrBRwZWUPG/1pnmw9zrGUp7/Vm+Utk3uYcw2n25LlOCmptpbQ2jSAW1cCAk6KeZZtk4qoU7YVBIKYmKZcIqBNhUQvSWYlm8susU3qo0TSCGsLixFUpSTGEpoEUWMtodW0bYwnFT4KlbpZykowIX0a1nA6DAnTd+6hKOGglaGtY3Tu3VTjOp7wWWaJSIRgwaNEzdQBy7JYIiRI0/GpUBvoyBrmDEfNkzTDRarOps6mu8g0WY5e4JR+jDnnCibk1mTjGBFtFTIh9tKIj/ZQtddSimz+dPNpfGeCqrMRR5Y7+jjW+J479JnzkUvaNQTwxS9+iQ984EM88MBX0Vr30Lf6aVvZ//tHkUW0ryKaWDGtNIvEOOiGyYsra0yVrkIKt0PjQxjCeJnT7Sd7aKJSSpTxubL0NkpirENZtFIT65gT6iAWmaN9JvQ+I2KkdXsokDrWnA4eJ9RLA1hMlvYkYYrzlEltWAifoxEdH8B0o3MVW5zrkUomjAwJxsQsijMsi6XE52vlii6phLaX6ZO/yf9NEjpBWAROD0bGGBCmT2+RRrBDbKZCLQkNYARIiE3Mc+IAgQ1736c2TLMB35RSWqlFKoHRlrry8Ehpn7qr73/PCdXSUnUkDiJlrdgUC8OL5gQvmpPd+4XoMEQSHmNCGxQiWSmZk3Wu97Yhc8yhmBhJyIaywZcurnRISDaCRmx5cgFiQ+Kjt4nPPjQRB3iRFkGHSZNRWx3hoK3u0WMsb6vtZEb5SCXBpJE0tWU+FDSiZI1Aa9up48m4zZKOutTrFKPNfolpx03poxakSOwoNjRi28E6oeRa2iZ1IWV2krrVDCZZpxEimdkJsNgELzI2WIKTENDQZ3kuuo/QNlP7MSjpYIxFSRdtwg4N2JEeGMnG2o2A7GAhpEXHESeDx4h1a4V2JKnzatuXc7UjUiqssXhOlY3jN7Bn907+8y+9k3e++4dwnNWTYF61riGAt7/9h3n723+YJ554gte+9vXAIGUyT7nM/82kiPbVTxM7N63U9umTj7O/M/bkOEr46b2p0ibb3RG2hyZqjGFMTlGWY8kUMi2iMAorYqT0Eg5yjvYnhEp8voJeCqSAUC8NxaKs+ihtKfUyOfVqENM5Z09yvGCHVpiEZdDSJLtVM6peH0bFrqr8/yRSyNwzXYyG6wVlUaEmxhIqZa5MMZooPTQl/z4lEt+UUspkinXa2Hs2OR7R6l59Jtl77sS2QWChk06ChWQ+9XN37u/0eml46BxGGsuUqiLpdgKQuKjGXUldZTdnCFmacdIhWHJpGUuLFoGIEozSvDNqa5xikddXhMu08pJGN7Ph9O9yOiHUuqsXwHJGtcyo1+n1CcdJKJ4dLJIOMDKJ48120k9wi4TpsfekfxQ4QiXvt/OOE322ltHjorKwZI4T0ujEXkrqlr73pAvp2HZsQjw5ls4Uba5MAk2MNkH63orakdHalyK6aVefklycmP/nf/wn/o///LOstVzyrKFMJicnR9p8sZIUxW8ZVX8+9LTCtC4S062QqrlmGK2Q96hpFd4/ctYjyahvfy3tZcTXU5j3WvkNCmswYnnOy14KMhn1m7rQ9OSi8ihHMTE16KZcC7nkO4KnnnqK9773V9i799rOekEGdD/g+UiGvfrhUUPzHUueGpmnmeWne/36foplpo/MMsZqhMy7GxK/d+aiykQpScsuonWMFblDVmRCA0xGE31USgzW6l5aaTrQdES5BwMpJUKozslSXYySf54aT2mf+To4LMRHB2h/SIvSvbRVSOh9HYxy+z0cqZJpPgKnTw/J6LFfLwD69FJKQkJ0RhPs6AUuDsomvusMCyUT14xFI3OU3Mw/b9LDajpmIsBg0OiEvSO7eiEgymaMffTGCZIRvtODXY5imzvY3ZGKM3EjmTXk01GC0CQupbxeSEFVpVjkVq0dJSjjIS34+fRTOqgDeFJ2mjolZeLnNzqxok6dkx+e7NpCHqOqUigBKmcvjhQ0ddypZyZWgJeFf+ihfQqcdKaQP+ReSUn+sKcudsN/CwllMZm4gXL0ZFcl0UWtBld2F+qVUsS2ncwYRK+rRgkvdTuqQvpoUftS3O6srn1ZXl7m3e/+j/z0T7+bBx746jp9dLVrBCdOnOCyy3ZijOlZND63T+57P54xf321+l6RlJ1p6t5WBJLl8EgnLs7wNATjchObvKvxGeOUfpYT0XNEtPDUOGP+VhyqtMypTlwcV9YZK23FpU5gzrAUHCa2rQ4WWNU5etBTtb46dxlCsWnTio+zHB2j5IxRUZvw1DgKh2pKPzQyZpEFAlqdxkQicfGo6jolKlgsTbFMSy7jIJlhinHGsMACi5ziDBbLDFNMMIZAsMgSp8U8mphNYpoNYgIHxRm7xIucYCndHZxJjSqb5CxVU8FXkiSwMCzS5ChnOKuX2aAm2MgUJTxCa1i0EU0dM+G6TCmHslJExtI0MB+FNGWT4+YULdp4uMyIKWbtFJ5SuCRMGyESP7aw4DmCkrR4EgIb8UJ8ln3BCUwu/EEmDgpPeMzYKcapo5CUlWDSEzhSUFOGkgIpLFJkDbPFweLKxLlxMoAXmjJZrK5pdlRjPGl5rt3i68uLHAtCrq1Mcm1pjKp0OBQ1+VZrgYPtJlNigkk7gY9HWcFcWVJ30oY/LWqoYVkLgsgyWYaNXkzVtSxEhudalueXNdO+w2W+YsKRaCtoGsliaAkRLIeaIL9zWIDvCCYcQUVBbC0no4ij7QgpJOPSpSodLLCkI86aEBCUcPBF0qkGVrNMQEzMEgu0RAODpq1P046Og9HscK9ls7sHB4+T+iDfjb/F2fhED/6+mmDM344n66ntJ66e0CzS1EdphoPHZF7o9kUIQalU4m//9gu87W0/wGplpTWCS7ojOHDgANdeewONxrk5x+crl3L00aKTuIqkKP2i8syKjXhxaUBfUx6louWrIZRGVwiqnur47DM5bRZ5Rhwm0r0B9mqUucHdibSrnxBXs8avT77UegIzxHHyJucq3CF1mC4L1JD7HwgOcDwcPHRkh9zKuBk8m3ZzGbaUBwtUkoaqb7s++FQcYah4FvreQ2QES9oboGs2YnhkXhL3vTYlYO+YzE8+umUqRUMxOhM4Q11Ljy1CEA9e2V5XDNs/uxgL2tHg/W1rCPSg/gSnOCZODtjkJONsV1vojxd3In6Rx6L/j1AHPXpX1pirXg999qJNwPHWI1yM6KNjY3XuvvsPeec7f3KUPF6dJ5Q5jkMUXdizCC4kffR88yi6f5Deqag4G5kqXU3ZmaXfKXq6vY9GdKyzwGatoRmd5HTrSZbDIxjb28AOGLIF35YYj6epm3Fkjg9dpcyErVCRLpkjwmIJCTjGcQ5zjDbdD7JNm8Mc5aA9QpPeUb62lkakiXOLzQKYcHyuVZuZlt1QxyWh2O2PM+sLSqq72qit5WwccDRqsqyjnnRKCnxFz76ATF7rXcY2NYmTBQFEsNkZY9KTlJ08opa6Y5l0YqqOQeZWOT1peWN5ijdWZqnldlBvdku8vu5x5ZimorrYjjmWy6qauhvj5FwXSlhKjkais+XptEwWV5qBTiA2sBg5NMLkd/b6JJZJP+Lm2RbbKnGaFrjSckU94IqxZaa8sKMXWCbciLob4su4k29CmRVD6LmWmhNz03STq8dDSrJbrgkXph09gNGYG3PD5DLXTraoOrqjH3c1r59u8/rpgHG3m44jYKtb51pnM2OiO9go4bFRTlAiH2A7kaoc51r3FqbVlo5OCpeyOzew5ySpt2LSv5KSmuHc6zeCsjPLVOlqKs7GgdyLBmhF33IUxTjO2nF9LukZAcDnPven/M//+QGefHIfWmviOB6gg/ZPwTL616C+lw6WuUf69cOmdPmRdbaekA/H0B+aIZ9Gnk3Tn3Z/nv1l79fL1L86Xd6LL6dydFCLjjVnwn0E8UKuzi5Ga1ynQhS3UppgnEZi1EyVU1pphzKZPFe1NcbMZLI934ouHVFZxkiioUrbpeYt0uAQR9HEiQsFSAKPJT7dyEZkhBlhBRXK7BTbEGka1iZ+ewXMlBQSOvRNLRK6oOfEjEk3pbSCFckGq8eXAxaiGJnR/tI6XFWrMqYkIqU6ZtTI0IA2iT/bGotNqbShDJP0pURlddYW3zGMO8nzMvXxW5M4+SSk6yDJgFNrQ8tG1BzwhcSRCQ1SG0tgwRNJx6HSh6ztBCBH0qXdpuxTXJU0qEKmjB+RlP1E4BPEAjK6pkga9G21NmUZI5QEY4hJ3k/bSMZdjZASZQ1GJBTbhnZxMQgpEWnoVqsNx4MSi6Hq2FuG1ZQfMlMKUyySdKwxHGn5tGIXJdLRaXp/yYnZVG6jpEWRhKAwxtKIJSDxpCVd0kFby8m2y5MLlQ5tFEBbQ2Bjmho866Ruz+4zTWMxue9ZExPakGfFs5ie6LB937dKMBDSEseaM+EThPHSQPsyUdpJRW1M0xEd6vXZ8Bma0cnC9mUY7dT3fWZnZ3jve9/De97zS3je6mMPvarpo+9610/zrnf9NA899K/cdNMtwCAdNE/FTK4X6XWfvpcWlkn/cwO7BodQJIt29haNCPrLnkl/2fspbcYkG8ySCJp5OmiyUBXEC311TtZWwng5/X9yfxaJ0ZcTPVhkz9XsODJPEzXJ4nWdcjJ67tMvigXibHNal+1IkD/ovMMgtPh4dKOG2s5lVyUhGLBdvbISXwjqKltMTtIR1hIYy2IcY3MYaWNwBNRVEuMlT5kUJA1pPl9hQAnJlCz1+M6zBnbcSRvu7F2l6Th9bi5hwBGSGdfF6VYWSJ6vKdM7jkwbe9UDTs5XLUwHi46ryEKgJYFOx9sdSjP4ylBSOsUoqaSDBQkVJ9WnBiNtQjTwhYY8D9kk+qVQAd11pAyraT9MoolmC6IJTxSBws0PqlOMZkshXm7GIGyCRcVJZqj5qjsCmpGkwwdI/yokjvG6xwTlPilj6cxYOgvQOGgRIISPyNFK+78pk31rRiCEzX0jve1LRW1O2oB+6nU0nHo9+O0mesdx+O///bf55V9+73mxplaSS9o1lJcdO7av2VRqVEpbEW31fF7mqGldeLrpqFgU8gTXKuvCtArLtFYf1RqVp1C/0ksrzLtAXfQeRkx+ZCk0x1ExGj3rovdchEWhXayVuYz4/j3PY9euXWveCcCroCM4ePAgv/Vb7+e6624gCIIBF02e0tV/bdjvPO2zn642PLKmHIh6CslC77B08jTMYb+zKWI+faDDRujcL1UyYrYi2SnZqYvs0Ef76yiFgyvKOLIblTKhbiYHmyTRKnspbYFe7KGhJhcsLZOwNHK3I6UgiKMBWqmUgpLxkw1BeTqoyuij9FAsHaUICcFYVM5xL6QgMiYZqfVRKY1NR3z5ggpwZeJvUnLwfcfW9tUrSVaSMHTyDYKSyQhOit4spIQoW8jMZy27G9VEX1njeJBu2tmVPAS7dMdVJwJovs4Y00fhFTjSYrXpi9aZbGgTGHoitmduOgaxyK71t0tCgK80SvQ+o5SlHafb60TvA55I1iJ66qagGaYrEbIXVJudN5GnoUpJ1U3WR/JYSJVQWu0QexHCJq7UPqw9vAF6cud7sYPtg0ChhIfMrfFkbUpkGgPfiBACR9YQORpqUrXi9mVpaYl3vet/5xd+4Rd57LHHWEu5pNcITp06xbZtl2OtJQi6C49Fp3KNGkqi35d3vvrzkaI0lHTBCOa83cyI3fiizoI5xHHzNEvxKareBipqA25KB5Uy2Wk7IceYMhOUbYl5c4yDeh/HwxfZ4G1jm7yGSbmRRXuKg2YfB4Pv9GDhyApj/lZ8OY2mxWL7IG19hpKosdHby4zYg5IqtxgpKCuHEk7yEaT6iJh5znKaMygh2cw0c3ISsBy3ZzlmT4OwXOlNs9ObwBOKhRCOB0l8mzYxbR1jsYw7Dpv8El5K28xcLK6Espv46iMSFkpsYElrTuuIRhyzqeRyma+oq2TZNUISaUvNg7qK8YWlZQRnYofFACZ8yyY/WaxsacmpyGO+LSm7MOFE1Jwk6mZoHYKYjn88+/wNEmMtSgp8EeOm+0cMCV1RCvBljK8SW42MIrISISx1N6TmRAhhWY5cliIfY6HmxlRVhBSWQCvaxkWbpMNS6X6TpchhIfIINeyYXGDnxBnqXshSu8Sp5jitwMV3DWUVoIQhNpLAesSxwHUsngiRWGIraWmfIJKUPU3NbeHJmKXI41CzzolGiclyyPbaAjPlFpFRLEdlltoeCNnZlRwZybL2aEQST1mmvDZ1N0pen5BoAxrJcujQip1kId+NKUmNRnCi7TIfeERGEBgIdYJw1bGU08X2pQhOh4JQWxZNzGIcEmPxhaKqPJQV+EokIUGwnLZLHOIUS6bZ03lDtzPPvgVrLaFeoGmO0gxP9XwjnqxTL23FF9PJ6YGpPtTLtMwxloOjq25fHMfBcRy+9KW/59ZbbxmlzVinj14oebnRR+tyA3vLP4AwvW6wiJBTzjGM7U1HobiaPclRhquUf2p8ktgOsrGKOqfrKj9G2U4O6CfcEo4ZzLfsDKcPjrmWCX9Qf7Qd8VwQdUbSmdSV4vJqFbHasNjCMleyQ2b+lilPD3VHZA1Vv7SNYtin1TKqn7wDQNm1ib98QK9xhwQCLDkRZWdQbyxYoQboo7ERhMIdoNhWvDY7Zs4g+/KIteTM8vhAHZL/F7gu1HD6qMrWHfrkxYUpYj3k/Xt6KBanwgrNcDC2zkLssBwN5qCwuIoBuvGhdsTTrZioz14qUrHJrw5gt2RbPG72E6+SJmqt4Ujja0Ovba7e1DOrzuRY86HOyWd5WaeProFIKV/R0UfPJ4/QNDjQ/ibLpsufNhhaojnQCWAFJVNmWUeEVvcsUgU2ZkkHBDYeaDCv8W5is7M7WQxOZYu3mbfWb+Ga8lW4uaicU2qOTXIiYdPk0vCEpJJGtMx/wr6EDb5hyjM4uV3AnrTMljR1N3E5ZBIZSzMWlKxC5VKSQFk4BJFF91MjPc2mUkRFGfIUy4qyuMKmtMXuimNFaUoqo2p29QJLqAVxtrOXJJ/QCNpxEj+nC53FkZopt03d7VIvkzprJt0WNSfMUSbBkZqqE+CrqOd+JTRVL8BTISK/axyLryJKKkCKXn3JDRlzm7iyS/mVwlD322BsulGqW1YhDPXKMp4T9dS57AVM1Bbx3aBHn8+vKxYlNY6M0+vdhWljBXWvRaUHC4sSBofe+yFpmz0RU3F6sbAWHKGpKN2DnRKWMU9Tc+IBe1kOBf4Qe6kIZ6ATgKSDuMrZyKTsHhZvraYZnWC+/QzteD737Rha8akhWCQyHzxLMzrZWei21hLEZztxj/plJfroWoXMgUt8RmCt5fd//+N84AMf5OjRY7Tb7R4XzyB9tJcCmclq6aD5e4UQSCk6VM6sPJnfMMs3+5339ffrM/poPp0iWmk27ZQoHFFiY/m1aJGcppUcnJ5MZyeYpmKqabTHbsRMTyiiTvTJbgTNuvLxUAiRfshSY7UB5zSXlSZxpYeDgxEaaywHg1MIU8MXJRROSgc0hBhU2oV062nxlGVj2eKLxF+NSKiXRkDNMZRl16dtrWU5ljy+IFkKE3+wThszhKWkBD6yg5EgaRj2jGnGnMQfLGxylE9sBA0tcUj97damtExL3dVUVdy5nxTjwKiEiZmCkbkINIJAJ85za7uug7ofMemFKVXUYpMwl0QIfGlQWeeTUi8jFI40OOiO79qmUUtLToQr4q7eWkzaxcqUxklqFylxFGV1qjdYBMYKfC+i7La7tE8S7KRKOrhk0SC7H4xWuE6UYmGStI1loVFHa9nBIjMQx4nxlE7XESwIibWGIHYJ4zTMg6WDRSv2MFYm6wTQWQeIrCKInfTdJnZhtaVlHM6GXjK7St1/1lgsAl+ZhNKqRLp8ktjLo/OKxZCV7SXrCESyf0SJHA0ZQ2hjvrz0ZU4EB5FKoXWElA7WgO/UCPQSUgi0iQvbl4SSbfBUndg0sMJicvcXtS9SSiqVCqWSz8///M/xG7/xf1Eud0NTn0tetTMCIQT/5b/8PM899x3+5m/+sqPvj/bXTwft74WHUTmzRthaO9AJZNczOmI+jfz9+d/GmEL9MLppXp8XrZORvbYxBohEEluxe3C6RaGomFrCPO+w/pK0QptEgM9H0LSAm+6q7IysjUIJl93lzVRkBZfEZ6uswhEOY2IjFVFLOgFI6YDJqVuJ/1V0KJ4CmPagLNO1v5TuKAXUlaaqTKpPhq0COBNYliOb0j5th0rpISkJRSdqaDrSrSjLmJukI7LFOMARFk/QTZ8kfwnUVNxzf5Z31rlk92eNRzsWWJubHaT6cSdEpTMIAJFSLytK44rcxqmUellSMa5IXVFZnQWUVIQn4149oDAoTJf2mdM7Il2ktNluA4vvhFS8IK1bztYt3dG26d6vhMFzQ6SwnfslBiksRoseLLK/nooRoltn0jWRKHbIT7gyLASk3RZdLIBIy+5MJbULIaAdy66LLZliIEhmV15WZ9PF6FQ7WR/otxcX0WsvqSS2kS4vdWilkkA3OBUewmI61GpjYiwx7fgs1upuVNOC9kXrCIsm0GfRNsL03Z8909++OI7Dr//6r3Hs2GF+53d+e6RO4FxySXcEebnuuuvw1uggh7Wij640tVurtNaMaVaQzui0v6J6jV7QItpfITVyDamIBRkUpD+ivrD851Ok0bAoxOg8sh5FirEosOtCeyn2cBTay4hYKLH6MwDOR4rKUyqVuOGGGwbOTl4LueQ7gtOnT3PHHR/mDW94M+12MNBgribiaL/epiO0/LXk4JfBaV1+QbefJjqMbpoc0p5suFLKyekTOqjWpnM4OpDE30cN6BOaqE7dPnnKJ8k0GjvQ+GYjILcvloKSIqEW9tuntLS1Qfef2JSyYjr5ZWqVo0zm9VLQiswATVBIgc58130UyIpKKJD5yJpJNRN9L00wPZzF9EVDTWcC2bQ9LyLd89a/ridkOnrt0ysFShiUtAP6MN1zRQ8WmRvQ9uiFEpg49Y/n8kh2KXfrn8eiM8Qepjd6oM7WimSG0KNPX77pSyd7JrunRy+SWUI/RoquKycvUiDF4KJ74m6KUyx637808SDdVCburn4qbUKZFel7661bRVmM7qPYpt4sY0yPHpHsRjbG9IYXEuDJUrIuoXrpDCLtHJTsHWyqlE6qZC9541ztS/81pSSLi4v8zM/8LP/tv/3f7N+/n7WUS3qN4MyZM2zbrFSz7AAAIABJREFUdjkAzWb3kPVRowOOfhLZcH0Rqybxr0qUcNjgXMmM3IUQklP6uxyPv4OxMXPeHmbEHhzhcVo/z3H9NJEJmPN2MSP24Ikqp+P9HDdP0zZL1PwNlOVGXFlL1itSX3xV1ijHNTwS3n7m/9xQdthZUsy4ghOh4fm24UQ7puI4jOFQFgqNIJYQxJq2DDhhTrHAEtOqzBWlWTaKOjGC+bZhKbZIwHeSCJxSJB2Nm54Lo23SQCoBZQUlJ3HT+E4SRkEAGe1TYvEdS1kl7oKEy28IDRxsSfYvJ8HRttVgezmmpOBEW3Gk5RBo2FqN2V4JGHMNgVG0jYM24DsWX0RILG2jWIo9Qi0YL8XMeg1qTkRgHJraJ4wFvmupyDae1LS1w6Iu0wwlY+WQLWNnmKo0ONsu88LCNCcWK5Rcw1ypwbjXxiIJjEcUCzxHM1Fepua30UaxFFRptF0cZZmoLjFWbqCtZLFVY7FRRgAVP6DsBom7xDjEcRI223NjPJXu/tYuYZTs6C2VQspeCyksrdCnFZSwBqrVNvXKEq4bEwQeYVjCaIHjWhwVIoTBWkls3PSkMIEk7rr/UYmbRwkcGQKWIPRpBDWCtsIvxdQrS5T8NnHs0A4rRIFCKoGSIVIYYuP8/+y9e/BtyVXf91ndvR/n8Xvc14xmhpGQBMJIsiUXAmMbhF2uGEL8qOBnKmUH/KrEuKhKOcHERYoYbJwY42DAOCYYYZfLdqVw2bhScTlQhgAGKgLLgIhBICQ0o3nfe3+v89h7d/fKH733eey9z537E3cEHrGqZs79rdOne+/evVd3r/Xt72JZT6kqi7GQmxpnAiFaln7CqnIYo0xcRZE1+GC5qKdcrAtoYxaq4KNhGR3L9p6dUZzEzTwWNY2zF9aO55eGpRcaTWk7VWGWGaYGnAhNZJPO865c8Kx/mRU1T9gT3prfYaI5lxp4aV1zFSruhWd4SX+eK3+XaX4rMfSaY6p4n2V4nnVzzjS7QWnfQGFuUMczVvEFlvXdX7UdKYoEnfs3/+b/5nf8jt9x2AAO7cwnHz4qIt8N/D7gJVV954Eyvwv4FiADXlHVL3q1en+9wUevyxp4SP+UezdPuncOVgjdanUI49OWu2T/i4oV99zLA4SQ04w7+sSAcTMX+OI7JW5kC/7T92QU6vZv/c8NdwHA2+UzyXTofnus7NEHtFJkgonDncY0i6Pw0ZnzzF0clFdlw42zK04ikyzu+8G739DlDduKkchpsR5l1lQdLogBnrz18mB3APDi/Rtp5d2T0/liD7mzudY8YPCDNtZ1iW/McBVNwJixRXogy+MemghATKAoA9KDicYo+JBv4yCtqIIPdrCoB8U6P9pHYsJoXywWk1EX4qoqRz05PjoGAx547uoGi7Wjv9VYBUcdhn30zMLw0UU2eA4WZVII/SH8UrjkZ8Kz1D222kxzHtMn6BPPBTwvmGdH/Wa74I5d+fjVj/Ig91VfDtmX/5jgo98DfMmhL0XkFPgO4A+o6juAP/JaXMRrDR8dPdQlJXP3NFP3GLLTxVZyZu7TBuyDRjJwOVfmgtB7UdNA2K8/ElmaK865j2d7fwIcm4I3ymNM2AHca2IBlRHDdOwsC2+pdyCWqikF4SFf5ZvM49yQoz3dTVvwdGm5ke2/F1OrPFZ6jrPYg0AqE4kUZidySApOmpH3JAUt07u73x9KYT2l2YdkGoncnCy4Pb0gs9sXWxVWwXDZWJooe/XM8op5ucLtMGh20MjcNT1IY4JGVnWG93av7xpvk5uD/XuzJmDFD/Sq0NQG36FjunuWyGSyYDpbIrtwUImUkzVluR7RryiK1VA/W1FMF4jZHV+KsYE8XyMm7uldXjOdLbDO7+uzhqJcY2zY6wsxAZf5tl3dq392dEVW7MJN03d5VmGtp98XabIa9tHEVsx60NuoiUq72yXs1n+cRZ6eNuRmt7xyHhpeXFfUOwuHqCm156Q5wurWjaMaWfgXeab+AMt4f6d2Zb2TW6MvYwu6Kpz3+uDV5dBCvWnG4aafqLymriER+XTg/xzbEYjInweeVNWvvU6d14WP/vW//r/wrd/6bVxdLVgul5uZug/H7P+7D8uE/dX8bh0dvKt0p5yWb8W07JpIShRf6yXWZFidbLJOxRBp9AKRlL7FWIPBEKIyY8ap3k65bU1LKBwVNZEzuceKRfIlkvKpllLymebTOJaihUBC1MiammebSyTme4yLIvBUkfNEkWOMYFqdAeqgnDdpPZmgeWzHbje2NWXpihoJ7oo3lQVT47AYtIWnLoNykiul0US/0KIyroLFq+Bo+1zYQC8FNgya0uqtgVkWcbSwT7b6o7wm24VYtsv2m9NLbpRLEIOQqAiqkPEfXrnDZZUhJp3kFQVrIp918y63p1etGyRBJkMUVnW+WckmMuW2HRTXuqk6/3WChSpNyNDYIl3aMZJZz6xMp3O7GA2qhCgETdDDrY8+Uk5qjo+vMKbpsLQQA1VdQjQ4W2+DFDES1GFsJHPVnj6qxZU1Rblugx0KGgkho1kWCVGzAzdNzjwly5t2qxFBhRgNTe1wroOtpoGhKvg6uXE2fbAZJBGXh50JMe1eFxdzmrqAtmQHH13XBY3P97ZeCTFjacK2jxSBGDmrpjy3PKL2sgkoa9TW1RST+6rdSWtUXqotP/JKTCyzO+/O1FqsCJc+sc/GGImqeKn4Zf8TXNTPtfqAYCjMjMeKdxFNGqNhZLe5dyIYZVE/z2XzDKo+ZR58CPuy6xbqw0cB/sSf+C/5G3/jf2Y+f/jUlb9e4aNvA26IyA+JyE+JyJ88VFBE/pyI/KSI/OTLL7/80A2ICH/5L38Nzz33DP/wH75vz9h3n4f+3UkfstnX78K7jvM3Y5kmWKaySRRf2FMcMzq2z459MDenZHK00YeYVlMSt0noY9wmz17qgpUsNnDQGBM0dIJLkwDdkhkMBhMzXCzTqeGdhVqG8FSR40Q2q+/kc4W7leDjjpdlfxG3+duo4LB8dnnEsclxbVYBo2nl/ngZmVndsF+K6jZO0JmLHdifQ1uIZdJ395xLSJhwSAefNnpP3odYAkfZihuTZcrY1fLyG1HW3nBVp5ZjByslwRxvz66wRjEbQucEmTQt5HOXd19QMhM233X9oipUdU7cgzuma5qXa5zZMYptgRDtBr7b9QUIk8kK257SFY2IpvvMXEPm6h19bPUVWVYN9HmxppisSTDOgLR8N+n71iWn7ZgTMMaTFXVbvp3oRDEmkOcNxuzoU0+mU8My0kd52kF15wKEiDFK8G6jAzbXGoLd9Mvu8/TB7PVRV/6iyah9ezJjZ1wYDalMO166cXe3arYsszFuYNGLELgMW/bZtCMRVv6cy+Z5lJDgnhqJ6mliTWNSStKxSSBd5o4dUTirfokQq528Hq9uX8ag5NZavuqrvpJXXnmB7/iOb7/WJPBq8ms5ETjgc4D/DPhi4H8UkbeNFVTV71TV96jqe+7cuXPthowxfOEXfsG1uLsfJNeFdtprQ+A4uOU8CBM98CQPwTJHvESfkBxE3l0T2nldNkxgCN15Ff3Bvnhk4MhDnXGo+KHrP+hveEDLBx/E9fSvPVD0gPrggD9Q/vqm69DzPwRRteYQTPO186LAYfsynU74gi/4gk2w+FHKr+VE8Czwr1V1oaqvAD8MvOtRN7JYLPgH/+Af8nt+z+9lvV4PMLidYe0b2C4p9lBvRwNB1lqq5grtRaCsaRPF0GM3NRDjfgJ5IKF7CO22fae8gNEtKd72C6hpEodM72k66U4y9vF9tLv1/Xswpl0N9+Gj7bLemqG+iSMBSyMbIrH9BmSb0ED2y2vsVqD7fdSurfbb6OJ8sQ+BBK8GCWFgQAoXUmKe3rsdSe6jgcHpGuzDSu322vr6tOrt64UYZGD/xLaQyX5AxAi+Y9zcvWkRpIVM0uuL7k765VWTS6l/sWI16QcwUWn7YqhP28ye3oz30YP0xvihDW+RSYO+EEFiSlTUh4/m0h5wk/3yHXx0vy9g5mTIPtq6Q2OIg3ckMyU+NHsQ7vQbBZWNi3cr7en/AdxYMZI9Evtyfn7Bn/pTf4a/+Tf/Fi+9tJ9b+Vcrv5Yxgs8Gvp20G8iB/xf446r6wQfVeZ0YwdnZGW9601uJMXJ1dbXRP2qY6K7k9oST8mlyTjFimXNMGWYokaW7YhEviASW4UWuqucQsRwXTzExj2HEcsucciOekmlOLYFlaFAilV1zoWc01HsvRXcNOY43mJs8ZW6R4cicYFVRlDNf84r31DEyc44jMmbGUjphlicUhbOGnIAl5as984a1V0onnLjI3MEywLm3LJvINIMnS8+dIjE/rjSjatiJKSS3UJGBiRGVFNSrWwqGzvhbgdOi4TSrCSqc+YKLdQq2PjFf8eT0CivK3WrG/VWBqnBS1tzMl2Qmso4Z6yalcSmyyMRUZNZTZKEN8CYDJjFSB8MLiyOevTyh9pZb8xVvOrnL7emCGA1BXZphTPJDqyb3TRMzYoC8CBzNLpiUK6qq5Go5p6ktWR44ml8wnS5ZrSfcv7jBapmT5Z6bJ/c5Pr4geMdqdUS9chgXmd84Z3p0SVPnnN+7xeJiijGRo5NL5kfnWKuEkBObNIlkk5qsXKNRqJcz6mWKyhcnSyYn54hR6ss51cUEENzEk08WiPVozFCfZlVTRGy5RFGaxYz6fIYGg5vXFCfn2KLCL6Y0l3PUC5KBzdZgA7HOCFWJBhAnGFchNhCbDF+XqAeTR/LZFa5coz6jWU/RWsCCySpM5mlWE5bnp9SLDGOVYrokL1fUdcHF+Q1WV2UaI63rStXQaIZvurGT3HhLn/Hy6ohXFhMigsfQeDCilJlSSntiVwyNFy48/NIy8ItXAR/hsUnGk5mjMPBCHXhmXdNEpbFrzvWclV6w9C+x9M/jY8U0v8nEvIHC3tjEsWJUgiw4X32MKpwxcbc4Lp/G6IQgSy7Wz7TcQ8Osgp30M5P19X2ZTCaoRn74h3+Qz/3cz30oWwgPjhG8lvDRfwL8LuA28CLwdSSYKKr6v7Vl/nvgK0iv33ep6re8Wr3/scBH3z79YmZ6Z7Bl/0j4t7xc//Kg/Nvyz+Ot+bsH5V/We7xoXhr1R3bcJbty08x4T/lmXB/qFpVlGLoQjChvnqXga1/GzhZByjKVjZR/aZ2PcXallX3r/96VTzuqmJt6sKOYFxVTVw3aDkESH01Pr6qINQOYqLMNs0md0kPu3xkuj9geUZoq1HU24qVQTk/PsHZ4c2L9qB4TsWb4zOy0TqviXhtNXSBxCI2VPG7iBXv6rMIWw3pCY9BQDOCjagKmjAOW0dR30kMTQfSG5nI2cOSoQmzcqCfHlqvBjgvAV2N9CvXVZANe2JUXPv4U9Wr4myrkRD8s/6Gzmzx3Oac/vjIJ5E4HftCrBs5iRp8n79n6kh9ff5wqjuTiFt1DAEJKXv/S6gNEHSITU+LQ8RjCdeSTBR99zVJVqup/8RBlvgn4ptfqGgC8f7Qwq76MniGQjDUNliUl043x9VqxbFNB7opgaYzhPueccIxtB1wkspTVYBJICdKPmJiMZ5ozqjYIJcAtO6GQLgXfzm9EyNsTtjuhKvI2jiw9o99EWIeUtD3fGf8GJaoQNGFMupdSFUobaILQ6HYvb0WZWU8jhlUwG72TyMxWZBLxanbKB04mV2m1X+dsX24lzzyoUPlsT29NRCQQd+oBJXeezDYEb/f0xgwngeR+UvK8bmGcZlu/9QkZ0xNjA1lZEYNF47ZtMRFXVGgwA73NKhKvzbaPVMHIroXrXCuRbLpEUGK9f88m84iNsFMPKHZeg3rCVQFxew+maLCZR73dMYyKKT1SBHRt98tPI/l0hb+foxvqZ8UUHne0wi9KtN45ye48pmgg2v1rMhE3WxGbDG22zyHlye6uf3vPMQq5qyBXmmZ7z1HB+4RwMjuuwhCFEAyFiVRx//lnRrGiJC/ltp7zxnDlhWmXQpT0HjfBchpPuMs5Hr/RV+GMJl4xcXdwptzo63A5Ogmk1h9+ErBSMnG3qeMlddi3D68L+OhrIdfZEcQY+eqv/hq+8zu/C4DLy8t9aNdDfO5u5zoZ06sqmZlzY/JWHHOMSXDQqJAFOPMf5qx5roWupePrmZ1wUryZXG5grMFiCTFyIkcgwkW8QFqoW4yRwjjeUTzOG+1JYo0kuVfusWIZGp6wR1hjsLSwOaDyreHfMdgqCbkzz9hm1Gongsorq2jYdfFbgZtZ4KRoUTRtXUIy6Ol0Mq1fmhbVBPM8krfwzg4CW6lwWtYc2XoLB1UFE7l9fMlRsWx91YBGVk1J4x2OHb9/jNQxp/Y2MW7uPAMVw7RYM8nX7fZdW1ZKQ4jSIl9an32CiGDEY51u7ilBKS0aA0WZKJFTE2n56rI1+Sydwt3aHSE0gs1Bdo26pvpsGTC22dNHb4lNDjuZ01QVcZH8ZIktVq1/X0Ajsc5RAeNqEjQWtKWKMFOPKattEEMDcVUSVxaT1zvtRlAHWcRM2+vpXDDegVhMt7iWtt21I9wFU9TJeJu00lCf0dwvME6TfqcvNCimUOj6QpO+OZvhlzMIbPSK4itHvZ61rjBDIu9TrhZTzq9O8D7pEaCFG7+ymqXkNqYl+4tK3ZJL92HFtRo+fJHz0irBTVWTW6fMoImB8zpdT9AEi17Kig9WP8ZZ80xaJbWowtzNsUyp4n1UUxIk1SGT8YM+O8nNKTcmb9nAzRMyKXBW/TJVfGVgX0SEyWRCjJE/+Ad/P3/37/4dbtwY5vk4JL8mrqHXSq4zEXTSNA3/+B//E77iK/7MwRn2Ucid6bvJzdFAf2/9/7Hydwf60+IzmGVPPHT9b3I3+JzJUy1Q89UlKFQj6Q8MykkxiF+iCvfr8bo/86gZdRNlZhxzM+vxwHdyUq4pzPCi7pycMZ8sB3XVtcOH4WnlJhiakA0AHLlrmM9WW2hnK2mCGsNGJKjj8B7S7mDMpTG7eTYOcukHL1uxZTUMhALNqoCRxCz5zQvspBp5PuPPRiYNZj68h9gIrB2DTnIRmWoLZ90RI1AOXTIaFT0brkBVIZ4nf/5A3NBtBbB89g6Eof9ocf+YOKJ//pU7rNdDlMyLyzkX1cOjZ55dOH7xMqf/+jdRWWkc6O+F53n/+v8i6GvnUXhi9vnpMGlPXli8n6Drgd45x1d+5X/D13/9/8Tx8fG12/v1eo7gkyZZlvGlX/qfPjLY1SF41yG4mbHj5R+YWGLkJwKfHFjmI5CDCcEfcJ3XvtKx5yD6AMjhoRYO6K97QQerP1T/YfjrgV66VuPyoDYO6kfaGIZ3fhVyzb64Nvz1sBwae+PvoR58nw+ylV5brveOzGYzvuRLvvgTmgReTV73E0HTNPyLf/F9fNmX/dEWPrp/yx1jZx8mdghW2rEDjulrv6QfgRIjaHCYHnWtiFD71cCXKDuug/6AqwnEoKPjpyMI278m2pyqvR+0p48H5a0chI/GkfLdyc1hu0IMcQRKJ/hmLJoMTZOyVg2+OGQ3hAQf7a9eMS1ksn/PMGDcpLMnB6CRynBSsZJ8awfL9/UtH9QQY4uoH76BImize0J374ZH+qO9Hh2x1gJoGOoxST8wpskVNLioDRWrHep3P19Vb1NQegBPNa07rX85gpN6BFYKVltEWE8/+m/SzjWGYTA+IZrjYAwXZoIPHtezC9ZkqOoe0y9Al7S+b0c6uPqYvQhaD3ZlxgDqRsufn5/zF/7CV/H3//5376EgH4W8rl1DFxcXfMZnfBbrdcXl5eVG3/H3ZHbC1D5B6W6y9vdYhudpwvKhYKJ9fVdnaW9wPHkjTufsHg+vQsc++Mreb3NzzHH5dIoTiGEqM0o/QxDWbsFC0wM/MUfcjKfcNDNuFI4j2/r3zU5CjdbXD4lKOiNggFU0LHxyRVubYKVWUj5XK5BSHMKNrGZqA3drx/PrnLVPweLbhedmloyrxxCjtsHnlFglnVu16cyCUW6Wa06yFUEtV76kaknTZnnD1FY4owSxm/y5zimOhjJvmE5rCpu2xT7mVJUlRmkpONI2PS8Dk2JBVLhaHrFcJljpZFZzPD8nz2qapqCpkuvIFZHJ5ApjPev1jPWyRKPgisB0dkFeVNRVSbWcoFGwWaScLsjyGt9k+KpIc0gWKU8uyOcL1DtiXSR7ahU7X+ImK2Kd45fzFjKpuOMldn4F3hFXLZRSwMwq7GRFrHKa8xPC0oEo2a0V2c1zjIvEVQFVmkRkBjJP+Nx4maFXbUyjAFOswSXk1OZIunPgIholBYKXLUpgmmFODBQkv+GqSpOItenYt+2IBrvxn+rUqGilUMXNCehNisvaoU22gZlJ1iTXkAoaujzJgjYWbSxxneOrCdrCQSFdgq8z6mpKrJNenGJoEiT38gbLRdrR51nESc3K57y0OuZsmVhJTQv7FUBNomtBYa2Oy8pw2Qjn3nJepbtzNlGdqCpLYFHHtosMJxYCF/xc9fP87OLnqGLN3N3iMfksZuY29+JHedH/Ao2uyd2MqX2Cwp6y9ndZ+OfwcT2wI4N4AYbS3eakfBqjJUpg4Z/nsnoOpRmltAGYz+eEEPixH/th3v3udz/AAu7Lp2yM4DB8VHh8+rk4M3QVffzqR651PYfgXY/P341jGC84q3+BRT08DPJU9lt5wr19kEQ+F8Pc5gPW0LkTnpjuHMtvxaLMcgaQSR/hasQfbUX5TUdL8pFd8EVjcC1eeldE4h5iqJMn55cUI9BIrxajI6sxy4Y+Ye+eswYnw5XsdLJgPl+OIHgiOMFKL/YgEZspRsYgk2DMUA+C6cFBVZX8eIHNRnhlyjVih7EBtRGxw3tTNYgZ0WcWcc1gEa1Zlurv6eMyQDMSk3DAJBusNNUYyCfpMNmu3geo/SCmckhiiHB/PO+2ttxUg+d/d9Yilfa/WN872UEN7eiXM3QEJnr33q1RWOkz5ze4t5gN9Ge15awZso8uGriIO9QVraTsbX2QKFw0DR9cniO6by+8NjxvPorp5SCIMfD88scG9/UgsZITdJi8/vXAPvrrQkIYD/as/V183A/I9P9+NTE4pu7x0QDxsr5L5c/2VwQqnMgTnJgn2X0pBMNEjgeTAECGHUwC6VqVizoRZG0lrfT7k0D3p90QgG3FitJES+i9FB3krj8EjUSmzuN6GHkrkcL2GTpbYM6Ge2VbXlDKbN1Ljp7uochqMucH+iwbOX3a8eSgvTkxMV8aO6zHuIDN60FfGBfIZmvo3ZvJPW5Ej4mYYuxErB7Qg5lFhvFBRbrgav8nuUWy4SwtpUMmI+jvIkOyfb0C5DkUWa8ngCyD6RTdRcUB6hw6maQJZLdda+G4ADc8rS75mOteMZMG3BCua6frtHvoj0nbYFygP46c8YNxETVBTtOZjf3yUaWFh+7r/fA1QFW5Fxd8zN+n1rCnv9A1a+oBM/BKz1iFVwix2tOPBXpfTcYmga79MfF+fDL+ROV1vSPw3vPn/tx/zT/9p/8H1lqurq52Tg9bNCp5NifjBM8FVXPZUj9s4WDd6b5deJiTOaeTTyfjuPWTK4rnbP1Rqvjypn5UEAyn+Zt5MnsHZZgkVxGBqJF74aNYsZzKG1u4qW0x5TA1OQV2415KfmY2A1iEjf6oEJ4qYOragLK0PmMRfFBC67YSSZnGEMHEyDxPBtS0p3xzBwUeLxYftm4nY+DIVpxOPE5bH6+m5OghRk4mNRNbbRKkg9CELrlJe7EtVDMznqPZitJVdIyYqlB5R5aHDewTAFXqxmFdZFKuNnDQrq5uEtg7zGAUl1e4zG9CDIlezGBsgy08dJmwNKJqEfXYaUj+6w4yGXLQgDteY1zT3nNEYwYNSBkR27T+8+RX16iYXMD6fb0qMs2QLG77QgVdhvYQR9xxxyg4C/MyZevZYMQiNO3LbyWxdiqpjXWrn2bJjdTdm4/JRTQp0/V0+qDpd0W5s+xWqBqkXsNk0vrxzbbd1QJcwhtrF0uoFe5dtM8jbu9ZTco6JJ2ryrSW2RAuMzRkQPu9KhoNzfmEWE3T9W2wzlCvCqrlnLCBlaaqrlYlL5zf4mKV7qGDm9ZquKpz1j5tTZSt/u7asPCtK6p9d6IoH65f5mPhLqGFIocYeSI7YkrGx8MltbakdKqUlKzXd7mnv0QVF4gke1Fmx1iOaPSM2i8GduTQ55h9eRBsvSxLVJX3vvcL+Uf/6B/w2GOPPZQtTDbjU9Q11MliseB97/sevuqr/ttHAh99fPoenBkmjn559e+pw+VA/5n57+KGffqh65+IY2YOEOSNrBpPMviMo+GWNirUI5BDQTnOxmCfijsAB33L0cUofPTG5GqQnhFgWec7h7K2cuv4nCIbQh1d5jE2DPTW+cRwOXKtY8AR4xryaTXYy4gJ2MkIHFQithyDiSr2eDkO+LFDNxcA+QH9LAVj+l+liWBkPJ7Oknunr48jS9l0E6NHwNU6yIc4YRUBO7Kb0DRBDLtCoRpZ5arCC/dGrocU2xgRf3/CGOPh+qXTdI6hJ5f3TvHV8F34yEuP88rlED1z0Tgu6mH5s9rwUrXNG9HJC+Gcn26ePcgkOrj+uOKl5U+1i4tPrlhr+fIv/6/4a3/t63n88cev/ftPadcQJNjVH/tjf/SRwUfNIZjoAdhXH3nQySeAgHsg/PI6+uvKoVoOIiMP3JwcgkYego/qA7hBR9qQA/oWe3ugnpEWHk23tXUduOeD8NGxzGBw+KJGEEOv1sbBV3+sngfUf125LpT2UKL4AxBhHYk5QHsHI20rh9mBx941RZFfo+T18/mcP/yHv+wTmgReTV73E4Gq8kM/9P/wp//0n2W9Xo+y/cE4C2D6HMJKfRgeEEpuGjtIUi1iWPtlckf0r22EuTP9aPxeRCCGkcAk6SRn/4sNoqgfpD0EHz2gT0nkR1adbbLwIUxQQMMIOlEIftyoaD9Isf3RAXXrnujX07bd7wtl67act8/eAAAgAElEQVTar6d1WwwpMbff98sf0uuIvoWzDg+zCQkOOqIPfgAfVUBlBFYKqBgO7RWUkXvWtu0xWOmo0bcb99qwPENjfaCPtHM1DfQCMhIdRhCa0SFgGPIvAe3J8aFYYfRdyMXiQ8D0KutyfA9YQE1G1DBYDHaTxhjsExjA1q8LTxcRzs/P+Ut/6X/ge7/3n1HX4zGFT1Re166hq6sr3vGOd3Hv3j0Wi8XALTQO7yKxhmZPUNhb1OGCRXgOH9abMqhh4u5wXD6NpUQQZnJE0RRchRd4Kf4Ci3AfQbiVvYnb8jbm5jbWttBLYJZlHKklApd4Vi0n0mmR8Zh1FGK4iMKiTsZulhtu2Ig1iRn0vEr6SSbczOA0g8IJ0q6gjdkihxoMdUivuDMws4HSRCKmTdeYSOfmrmFiG6qYsfR2Qzo3zzwz25Db2LqOtO0LMBopsoYi99g2+01ReHK3pm5yLtdzmiatiCeThnlxRWZbuojW1WEdWNPixY3ZZMWxeSRza4yJRM1R37brBCNV8sN2egFbeoqjc7KiItRTwiq9rJIp2WSJyRtiyFvYIohT7GyJKWrU52hl6eyd5DWmaNjbpwjJ/ZPFdCK4i1sKkJP0kYSEaWMxTAqYtER5PqQzDgBZjjoDdYRlgzYt3cPRHE6m4CzSNBASl40WU7RIWcXMagV1Go86mROPjsEYzOUlskquSc0n6GyGZjlSV0i9Su2aDM2zBNkKEUJrUMSSmAcFiQF8Z2hMeiai0HioW7ebkp6T97BuYF235zoEMpcsbx1gHdtJXtDaEStpT1PbDRFhqArCIkO9Q9VtYMUh5Pi1wdc5IRSEJvn8F9WUe+czLtcTGs3xoQ0Ci2VVGapoCG2cSxWCGK5qWAahVkvVjaP2vMu5rvhYvMdzzRkKZJIzDXOcZqztggVX7U4g2YsmLlmFF7mqn0cfkHGsL4fKPcy/d6GkR0cJnPLjP/4jvOMd7xht60D7n5oxggQffReLxfKh639s8ltxZjYI0ryw+AkiQwTSOye/nwnH9D30jSwwMcf2ICJ38pIZDttbaRQ2MnWQDbapscU770tQJYrQB6A4UabZED6KKoWNA7AHqinlY48eQTXZtMz0dyDKxHp2Y7SdPH3nJfIRpsw6ZhjCYEPh8oAdSdielTVZNjxIlDDYwx2RLdfkp2usqwflwWF6yeLVhMTN4/oskyQj3r9nVZjGlHOg10eIjOgV5jPIzMg2XxjrvJhPIXcDl4eaLBnonj4aB1k+9PU3NRIjAzrZ4JEwkmsgxp3ge08ffetq2/kyBOT8fncn+/e8WrMJVu/ow69EaOnHd2V99xh2iOg6WV3N0doM9L/y/FOcn89bcsGt3KvKTfa5XTmvLWfeDuCjaw8rlcGG8n5T8zG/HFBgVKy5Z18k9vZcPqx4cfVTjO/FHo0cmliOjo543/t+Az760BIOuhzGpY4LYg/KpYSDwaEL/zzreDHQz+WYXIZBqyZGag2Dh5tbMzIJKE4E19/Za9o0d+Ryu+JEyXbzUm7qjxxl43hxH80ITFQpbZdecV8/yeoBxbJI3EnHuH8Pk3LVwv569+aaXhL0pLfWJxKzvr5osMUQbmrzJiF7+gFiF7BlP2k6iI1I1oeVghhNaKD+PTiQiR05KCvIvBgaXWPSTqDnPlAELSeoG8I7tSxR6wbwTs2yUT0uGw/4Wou6IUxUrUOzYvCc1WXEYjp0RVmX9P2JSQTdQxu1IpIgqiP+dsl1YGlUwZgIg8keYmMGxjsBwhRnh7BSg7Zw5n29kN6Hvj5C/9G3Yih1+M4GwmjxcIB59FHKoYX62AHXX428ZjTUvx7kySef5Eu+5Pfyr/7Vv8Zay3K5fFU410XzYc4rpcyOyeQGgSsW9d0Nw2a//LP+AzyrH6C0x3ya+c08XXwmeQv7VEl+3YWvqSWgCueh4YIGg3DDZjxR5kxc+54kLw2IYklunL1VF+lgWKSDg4Kq4KxyZCLHRUx5f9tVREAoxHNj0mzZGKNSaca9laPBEVVpfM55k5J5nNiKWR4Rui1vRMVgaTiZVUxM1TWM14zaw3xWM8sTwkba+xA85awmy6qNHz6qpVo5xApF3taDoir4xuBcJC+rvZtWVdykxk3XrYFu214VYCP50WqH+TK5LExWY6aBBGlMsQStMzSAmUQwfnMPyQ8UkNIko9Tp29zD5qiAvPOPtyvb4GE2T8euO4BqE2G9gukMJvlWH0F9DcUUil29wnqBZmUL4zSbpxx9AzaHomDbGUr0Pk0uedF1cmvllc2J4m7yUUvsglAutZtMyhT1CbWl5bw13KkiqdZIs0Tz6UYfUKSpMcuzFFswih4VaWHUeMzynI2Vz9u+DsDiMsFafYMcGWTuITjChaCrEjzYssEWNaqO5jKnujqhWbXU092jDsq6mlCtC6ZZTXncENVwvphwvp7jo6Fwkdw2KLBoLBd1TqMGa+HEJnbQZTDcXxvWumXmTb2qLBplEROl9dwUzESpCLwc73FlL2m03vS1McKifolleD7BzXtwz1eHiabYQ//7Q/X0TyNnWYa1lre//bP5/M//bdcziA+Q1/VEkOc5//yf/zNeeeUVvvM7/3e+9mu/bjOTHv5MPtxVc8aKs01d3QQ8KN8ePlmG+9zKb1J0XdquSERlDy2XzhxARJllMNt9Au3odAhud6XU/jMqhO4lgc1uIBPlRrEDsWzjBBPjuVOud6Di6aKceqqYbypO9QjrBp4qm0E9opHHj3fho6meTBpunC6GJ31VmR0vMa67pmSorXgm0+7E8HalJqKU0xpjh9BFN1vj9uCgbdvHS0wWhjDR3GOmzc6qvn0QRZNW/LudKoAEmKQdzZ7eBeR40vbdZoYGB3py0lsRC+QWZjeGegtMTnorZUlnAY5Ox4PF5SxRPvT1RTnYZezME0O9cek/6X2RT1CXD/RaFKjrI5YkHS6D3k4pxQJ0DxHVTqQOWFSbASodR5LzaEdBTTs1CYh4Vud3CH2YqMJiMcf7LcuskXRSvFGH7/InaKpLSKlK67jt040+wioOd9BVgIuwcxix3W0Hau6bu9sVeftR+yX31r+wVXTv5qvYlS7TWJdIqv99184hfTdJfNmX/ed84zd+A295y1t4lPK6dw0B3L59mz/7Z//Ma84+eggmauxwAMJhKOghN5Tq+G9EOQinG8WXM34P41fzKt8d+uIQHNTs8tjs68fKt0eCxvWjz0GHxnJTz3Xhow/qkdGKDqivCY08CE889LrqNdvW8XsGDnPAXrMvDsYeDw6YA2o77sY50KeHjgN0ByoHeobInaQfZx9VdEAg+ajlkH05Ojriy7/8Tz7ySQA+RSaCD3zgA/zFv/jVrNfrQScfgnF15cb0h+BdlV8zBhMlMICnQaKJGB3jB94VY9ggKgY/GPMZSovM6dVnTLvS6LfT3VL/AkxyQY0lNe8Cpvt6xhk3YZwZFNrrH3lRtVvT9SW5rYZiII7QimxOuY74tnXMkB6CUpre5871jEIshVFGTwAN4/d2SM8B+OjoVNld01gfyYHFxiG9OdC29D539CLjux3Rgf4wfBRGc1MCouP5DuwA3NCWl+1qvH9JY3mBjRjCyDgyxhJbpNB+/Z29eG3sCyQSzW/4hr/G93//D/xGjOA6slwu+bzP++185CMfpaoSH0g/Cr+79dqVrtwh/eb4d+tWmWa3+BV5lkotd+QWuToEYZYbHjcFy+h5sfGsfQo8zTOHUaHySpGZFvaZMiad2gYrcBWzDdStcHDLJTfPy03BRZV8uM4mF1DUxKbYMZEaURyBKhhySdtzIb0QhQTePL/kvi85XycSLxHl8dmCWb4iiqOqk0tBUE5mS8pyBViaxrWBPMVapakzNAtYG1tzpLg8tFQAbTawVm9yxbg1GgyhSUnQgQQHtaGdRO1mWWdyxeY1IqHVa/cQEvNlYyATWodZslfiU6L2Ti+kmW9Kom6oJMFGus6YGCQnoYW6tKYiCcHTltkbA86mGEGibW2Noya/vXPpEkMXRFRwBWqzzTV3es0maJane2rq9p4VdSWaF6m8b+g6SW2RyotJ9UcPCJpNiOUJCJjFGdK0BIuuIExvgs2Q9QXStMg5mxHLUzSfIPUSaa62Zrw9caxRN+0m11BGvPEEZrXArC9b7iiFumZvEtD2fz7A8ST1c91s2XEbi5mu0XWONq49/KU0qynGBCIhnYloq4/qcNajUYiapbWCQh1zLEpuahrNE/AJiFgyicxtw1oz6qCJoTYKv3C15rwWbk9KJiqoKBWeDzcvc0HNbXOLaZygRBrW/Mr6Z7gXnmNavoFcTkEU1cCieQHBIhJH7cjWjbiv/0TtSx8++mM/9uP8oT/0RyjLCT/6oz/E2972Nh6FvO7ho+94x7tYLh8ePnpduTV5O7k5wcj+nPqFk8/glilxvRXCpY/EOISJPl423Ckj+QizZuEiRS/PwVVjuYo5WW8FZwnM84Bln+7ASGCe+718r9D6Hq1nnjU9PcxnCya9LF2qsF4X7eSx27JyfPOczPXho0o2r7C2HiwQfVXACCupm1TYMsUM9mpqJ90+qkeyBpn6AcsohSKnFsn23Uiagi0JDdSDOmITnn6g7xAx/YNq8+OE3ul1UoJ9DvGmIZ8k/p/dzlBFEx3qED6KSTuxnpsi2gkUsxRU3pXQpI5y+3rtzi+4nnu0XmAXrzBIdt8dsus/aN+Qfew/IMEP9ybr1YYGeree+EwFDexOGqpw8ctP4ZcF7MBBVWG9mhKaIXz05fMbLFfFAD56XhesmiF89GfOlZ++gEu/P15qs6Ryl1yE1Z7e+wsq/zxnfp8dWLBkdkIdHm0OgIeRw/DROe9739//Dfjow8p1JjrBUNgbDFH7QmFvDNLKCYbH3BNMpMc7pFBrpOm1rao0qoTBNWnKLcDQtWolnccc0+cjbihnIsUB2Gc2Au+0JnJSrofGVRQnfeR00mdZMygP4Kwf1cuIiyV5Y8aejSIuDCYBIME+B3BTWu6fIWQWQy9A3NUjSOGGvlhjksHvG3tj0WKSiN72rzRBNfvlRRJUc0yfT9He6fMN989gEgC1CT7a1ycCuGw4MIwDO6bPwA35sRCDunzoEBIZTmRd63abVH7wm74KUsB8xNKkDddwDIQwDh8NcVzvoxlJagQXjXLlh/WvteaqxxgKEIhU/cUE4MhHzwp9cuRQvPDRLuBf166hN7zhDfy23/Z5/MRP/ASqUFXVKFzLMuW4fJpCbm5cxg3nXK1fZJrfpDC36E4de67w1T3ekr+ZT8/ehhGLICyk4pnmZRq1TOOcjy8jz+mCaWa54xyNKi/WDbF1meTW8phzPFU6jnIBLPcqm7wY1lOYdBS/iYYqJmOam4BBqcnYZ6FVZs5zUjbkdD5VpVaL0cDxpCGXeuMPb8ggBmYTT74DBw04mtp0QQSu1jNYKVkemeQLijIieFwWQCuCZgSvlLOaslxus31hiSFiWs5/bRyhsWBBTA1Y1G+DgCoC0uCmNW6ym7VJgIT5lzyy9fFLSvBiFDMJYPzWqEdF8ohMDNiANBEaTavwoiNh6yYmBa/Jj15Mkrun1WvQROkwP92BcSpaN1AvIJ9BvjWIybEX0GyaqJ278gpETyyP0XK2MZYaI1Iv2Qa393cg6oq0qu/KAxpqMDlk0/aZtQisvRjHrlvCJKNty53+1ORWituTwFqepthAvcL41Q7SqC2vmtxI9Rrxa/T0dipfrTFXZ1tXUTnd9B3rJdJ48A3mRltPLYT7EC6mxLWjOF5SHC0IvmB9VrK6PKKuWoitpnERQ2RZTVmuS6IasswDhqoxXNQFV74g6nap4UPkQ5fKzy6Eq2bjuUVVWcoVS3tJo8MzJ8YIhTulcMfEPLIML+Ia5Q35b2KiN5JrCOVe/AjPVj9DMNVDwT5fjV30Qayjqttxulu+LEueeuop3vOezxk3fJ+AvK4ngrIs+cEf/AE+9rGP8W3f9nf45m/+X0dhWXem72o5PtLvRCDnBjcnp+0Lt9VnHPP5s89hZgp2caFHOuEk3qJqzx92WOWrJnDVhG1MspV1CEwnlpO8WzGn8iFCYwx5p9jUJazD+OOauMjtyWpnvZJ+OLENR/lqZ6GmIFBIw3Qy1FsCvsXdb6sRmtpyOm/YHjtL5Z00HN26Sh6EvRcr4LJdCl3t1GjYYum3l5vcR25a9+pRJPdIvgsTbY3ORJGsrwcKkJm2cYUdPSQc/8bApU/NDGT9A1KCOoue3hzoKfJ210BPFJ0c77t8UpCFcPT4EMbZHvzaGNHdmrJpMuD9NvKjtLLvud4G99mJcWkS6N+DCMQdmLC0E2BWovRdPmk8mOXZTvmuLyZweW+vaDswYL3eeW/a8V1EmnvH0Di6qRMBl1UsL2/TVMX+bUTl/OqYyufbutIXnDcTLpty751ShZ+9FP7dWW/XrbAyC87l3gAOupkbN/EbgxHDTfdmbssb0i5gp0OO5Qk870cfEvY5Zm8eRr+9p63eGMOXfumX8Ff/6tfzrne9i0cpr3vXEMAb3/hGvvqr/7tR+Gg6rGH2BtRWZPT9cm2ugUFpO17PIfioO8i4Oabs2hj5hcaUC6BfNuFNR2qJI4aMoTtht65RN07rQh674L10hw+ht+YA9uUQfHSfq32rV8bhl8rB4T4KM3nQQ7jmF2IOfPWAPhotLw9o+9AljaGVDkFpD/TRKKqqK39ARiY4AVI8YPg7xY1Wpwfho0NKaQAfI2PAuqhxHK6tQ0K4pJfRdypqvBZ89FCwuP/9rjyIVuIrv/LPP/JJAD5FJoIPf/jDfMM3fCNVVY3CvnQkYJlkHIrmYxh9LzToKEw0MYYO9T5cn9X8WvBRs7O63//ige/wKBx0JNUgdDZifHK6lj7uJCTpNT6qP/CypKQpY9mbkptpVD86/xyyuNL73P3NAYM5xnqavhi/tweUP3xNB653zADJIVhpB7Htlz8wYe213/tbhs9NgZTlbWQCH0teD4kAb7QrxvXOmNG8GR2b6LDdAzQ0optV/149LXz0kByClT6sHrrF6VB/cXHBt3zLt/L+97//kccIXtcTwXq95nf+zvfyzne+m7/3975zD5+7+yBeWv17Vv5lVEPy82qkive4t/p5lv6FRDuLIAin5piLUFPrvhEXIzyelZzaDCtb4q3cWuZkTLCtPnX6LLN4NaQkVds1b4fxbyJ7wcZu5W3YrmxEUrL4wvo0D+zojSiTvCZ3TUtJo92SDOsiMQps6ItT+1HsZrueKkrl89xT1xmhcw61eleGRO+wxzukiAPjfArsyra85BE3W2Anq5bOIf1nSo8tKySrd0akgtUUH7DN/uQhgERkl9JY0v1LTvL1b1A2rSvEmgQP3VAMtIYq60jd0ulZ7QxYUbZMoft9pMYm3h5j9/U235t0u/pjNkNNhorb6FL5kjB7jFjeQMWiCc9FdDN0cpOYn+z/xhSQH4Obgzg2HWsKKB9HJm8AU2714sBNU4B4D9HW/iY/SZ9tV6dOCTvXsqMPnphP033s6qv1fnyj03sPeY60QW6NiZ4lXhZI1sGE2z5SiNFxeucu0+PLHbqQ9DKczK6Yl4vES0RC4K5jRuNNm1419WdQWAZDFnNumZy8zemgKEE8tdbJwJr9cdTZ0/ROpXhR1Ia7zYf5pfpHueJFogYinkDNWXwGRz6wI/3zAn1Df+hzcynt37Z3orwrZq1FVfn+7/8Bfvfv/k9461s/i4985CM8Knndw0ff/vbfwmq1evXCgGDI7TF1uET38pMKv332hzmSY1wvrHLk7GA2VVXOYyBGxe5szVWV04lwZIRJbzt6nHnmTul7fpxEMgcS93cnhWk4KgKF7B+syWzD8XRNYYewzxgNxsSeXvHRDlb8qjCfLslc/+COcnTzPlm+n5NXFcTqSP0guce6Zi9xuipIpti8wmRhT4+QEr/38txqZ/f7TKkZyMwhrnfQR6QlZ5O9iUSthcl0gIpRQLNJmhx6emw2hI+qJiRRHz4K+PljiUdoF/apitoyQT57emJIweFdOGirFzFDmCgWYydIDwkUm0s0NmCyvb6IsYHYtN2yc63NAlavgPZiA9Ej6ysk9vTeY1/5ONKshwvyxSKxk+7qVKl+0RGv3H6ieoVQFenMR2/c3X3+cULdQ0op/PxLT3L3akYTd42l8uzS8cLKsvT779SvhFd4Xu9Sd1xBO7LJ1bEja3/GInycdbOfdc1RMrWnXIQXefDO6NHLITfRfD7ne77nN+CjDy2HjmuPiRKpwllvEkjfNOGS/klWVWWtYQQO2q3LhrP+3NrBJLD7m74EbQ8HD701mDGopuiAGXSjH4GVAi2j47B8ntWj5Y2N9H3oIokFdJiwh6QbKz+pMJkfls8C4kauyUXEDd114gTJZfisjUnc+GNjYCzLnEhCF/VlxN8N7e4hnwxhojCcBNry2JEM7yKQzYfGXiSt6u0wtiU2P6AvETsZXXGK2IFexXCY6uKQu2nEldLuBKQPmQZ0ZQYeJwXC5nDivsQ4HmurgqOJ/XdHqKKhCsN6ar1kFc/HXU5DFVFrmjBkEvasuQgv8MmeBB4k1zBrDyWva9TQY489xtve9pl86EO/SF3XeO/3EjwAAxhXX9/NyP+u+n5QeCJ/M0/bd1Kam6zVo3UaHDOXMcPSaOQieoIm9FBhHaUabmWOm6XdUEpLlzBeoMxA1LDwyUvh2rfGiyEEizRJPzENE6dYK6xjRrV0GANzV3Gc1eR5xKBcrUpElCJrKF2NzRTZdVuoIBIpSk9mK7rt9bouqdeOovQUeUdWl1hDNSpZEciymlAXhFoxmeKyFdl8jZt0rKFKDDlh6aBFOWmVEXDgBJMtcfM1dl6nZPEA6tBGwWiiLN4EswVCRDJadtBUP2rQdUzJW44KyLoTzC6dxjWmhYO2dQCEkNz+xaSljVY6AJIaSQetRHcStbjW1WbT9TR1KmxzNC+I5QlaTrb1NzXi18kVVB7tGPvW7WeyFn+vJPhUuxK2JbiSPdMUG8RkiJ1u69GIxlW7LcqSoQxLFIsYB5Ih4hBjNzDeGFboLl5eLCkhjAf8Fj46uZXqbxaIX6S+tAad5mk12qwwqwuMr8FX6PGN1H4HH12td3IaKxiLeiWeG/QiYqeJgE59jl86/HKa2GM1+WbECRo9i6tjLu+fEEKKYRknoJ67izkvXt6g9pbSJjbcqoFLb7kMGVbgySl4gXsrz8+vfokPNR/krLmLomR2wtQ9ycTdwVlHjLrJPhZjpAr3WcbnWdX3SXHB8YQwsF2hP6x+CAd9OP32XR1ex3w+5+joiHe967fwqOR1PRFMp1M+8IGf5IMf/CB/+29/G9/1Xd89ss0aj+r3swR1AaLnmg9zQ34Tavzeb658wxVNopnd0VfB8/S05HZh9xbFGpXSKmUvDhcihN5GTUnsiY2xTMVvtrSKJLipWoqs2fuVquCjw9nVAABjTGQ6XezBOwWYFismRbeT2f7ISiSfrxKKYnNvQvSG4vFLTLaP7LGuJtIetNopj4fs9ipNArtLRPFQpm3PPkIoJmbQHGT3ZLVEOM6gzNrJatdnVra7gP171ixPuP/B6l1SgpfOd7vpv5iMtXQnZdvrCg3+9E3DVX1eEKan0IMbgiY/vXF7fQoRshPEDKGo4o6QPkxULGgBgwNP6Yi0iOv1hSDiUHbcopuvZIcGo/1bbNp9hOV+YRHISsz9j293uClgBeUEefaj+/0DECPhGW0NPZu4k2QN1dkN1Od740I9vPzCE9RNsbdziB4+eu9xLurpZhMigGjk3GecNdke5DtD+aj/WX5y9X68bneadViQmUtm8vhewFhVqfWMe9V/2Nvt79I+H+L0eVgU0KHMZa+m708I3aTx3vd+IX/lr3wd733vF17L2/Fq8rp3DQG8853v5Bu/8a9SluXgQXUD49ADHMP1OlMM/IvAhmu8L7kzo2jEQ+yjh0RUx2GijOvTiu8ATFD2jf22Lkb07d99l4Bqi3Qcviy6yw20W7+T0fLSBapHrmcU3SkJ9jsUHXd1jJCdbfSM9UU8oO/Kj4mMf3UQSmsPlx9t4vB4Gf9GGX/Fr6nfBGd0qO+2Vf16VEZcSApxfFxEdaOApSBu3BN1APJdx3pvEtiKjL5vMfpBXnJgD1jS14/57Q/BRB/mfMBY/WMT0PHxMV/zNV/NF33Rex/pJACfIhPBiy++yLd/+3dsiOeuI2MdHuM41C2OMH0CNGFI1QCMTiapUQ6+82OQNhhfoaiMvYybH4zrryva7Sf6Mg6x03AIMtnlKRhU/wDP7NgEJCMxnq6isZoeYNQflU/4UF8fhCHqgaYPX8/1vxmDTB7Qc2AcPdAYHRrb4+NRDoyXw/DR8XfNGos5QFE9Dh81hDA2cRzOAvZaA2wOwUcvLy/5ru/6bj70oQ898jZf1xNBVVV86Zf+ft70prfyTd/0zaPw0T7sy5hEjDLJbnKSv5Vp9hiCwZoMwXLsHmOtV9sHJaAo3jSccZelXBKJiZ4AJRjPT6+e50PNK9QatnlPBdZBWLVJ5ZHkknZGuZnX3MyrlCi+1RtRchsTmVyHmGz1zkSCl03QsvPtZy4kDpadawXFFbHl7dnZ6kNqSOKWbrotb/OIsb5FIW53E+Jgfe8ooT92JwQxZLMlpmjTQbb1YBV/WRJXeYIUdlBKBA3J1nR/b64rgHra+tuLEmld7S0zJ+0KUQTyxNKpHRx046PvWE334aDYPEFBxW3rIXEChclRYgPd0cfiCJqK7tXZwkrbIPAGqtm9yAZCtc0NvBELsUKj7xkW0+pib/4wGDvFmFnb9tYFpBrQFh65+xsxJcb04KYAUoCdb69VNfVNvU6Gt5s0Y9JLvW5dW128In0v6yplarPZti80zW/mRgNF0m5goiGjOLnCln6jjypUdUlECZoguREhqLD0OQHwuh0nkZR8xhL3UrgGoFLlpnkbn+beRW6mWHFYyaXRHKsAACAASURBVMik5JQ7zOMxTrLWxRWJ6mniCnQLNOh/PixMtIN9Xrd893movV19jJHv+75/ybvf/R7e/e7P4dlnn+VRyQPhoyLyLx/0Y1X9Aw/47XcDvw94SVXf+YBynwv8OPDHVfV7X+2Crwsf/ezP/s2s1+tXL9zKjeKzKOwp1mwRHFE908Yyl8cozGyv/Jm5x5olQXZWFQoTmdJog5f9vKZfNH0Ld+x+HaC8oay5XTRM7BZ+qQrLYAlYSgl7CzAnnlkemPRgopltmE+rAXxUTGAyXZP32ERjhBi6wbhzRQrFZIXNwv/P3psHW7Lk9X2fX2YtZ7lLr+/1W+bNm4EHM3hGIAwahCUHEigMY2QDGjlA2BGyUGAwAZKMEAopkNESIVsBDCMkAoQshhkEg4wMEkhCcggJO8ziAcuMH8y+vHlb79333rNVVWb+/EdW1amqc0533349MNNMRvS75/1OnqyqrKpcfvnJ768XgaxpkI0JA0JIyc8fb1UMVZcixiO97xRzUGBsRX9oVy8YW23b/DZlBsnquJ5dvHM0QifTDewTV8XFZtMvSMWg+TiipUN8NJ/UxE8H+w0eTBq1goYqoGndEA7URCOqKRvlkx3UchP9MZjYPRC74e4yZoyxGcKa+FFVnJ+hGqWou6NHkbQWR+zbvV/g/WrDrsURsngJ3Lx/F7zDLI4x5axPAgWPuXU9hrXszhJU0ZsncZGrk10DlM+fQSvLUGX0hQ+8hsVsEiOQdWrppdkBx6sRS5f17EtvWbp+BDJV+Oiy4uXCcez6fv5ZuIZKYF8eXdcdylX/Ea7pB1hU1xmmXbjmJ1uaTqf82I/9oweGj95tsfgPAs8DPwn8GndyUm6mtwN/D3jHHU7MAv8z8G9OUe6p0tbt43dIiRlvqIwaSdhLLpHpJq7nxW3uNBQQ69EtAS8q4kivP/MTEhN6nQDEPLkJeJGNNYbEBEap27CLxADf22btuzbLNvsLNpLRDXw04qA7XBqt6Jz084/K6HHoncAdXDK1aujmV7ImfoZpC8uPmDr/4NpE2lFsN6kYNM03ylFjY/jIDfVRIg00uJYoopcAfUlmAVQ2O4GYzNY1j7h2YgeNfVwI3u7Gif552fCH2x2/kb7uUGMNAVMuNt1aqshqsZFfAS3DZuct4FdZvabT/81qNca5TaXfWTlmucV+4hIqT2+vjQjMfeh1AtEuTOz5eNzOcycIGirKcMSnQtrVMW1bv3gl6W4dwSXgjwFfB/wp4F8AP6mqv3W3glX1/xCRp++S7VuBfwp84V3P9D7ShQsXePTRS1y9epXFYrEV1xoGh76+fA8ihml2iYm9RGJi3Nrr5goC7LHH2O+TkiEC5/xFQCnsipkecdZMeFVykVxTSOCWzHmpusbYpnxGdpGp5iw9JIlgQ+BM5nlkEhiJsgwJ1oKpp+eVpDgfG1ZjBKuOzATyLAa3X5QJxgipVGTGkWYxeP18kUdFZVtiTGDlRxRFAkdgbeDMwRF74wXO5RSrtPX2pFlJmpaEkOC9pVjliFHyScFoNMcmdb3VG3rUAKYinRSk+6tOB2FRHzB5hZk4qO1a5oSFQdKA2fdxxzCAWrQKce10bDsyBCYGOUkMjPJ6liBEt0o9AzMJlCVy4xokGToeRbVQJbo14l0G6s1faR47B427jBGJbqQkixvMXB1sxdgoAZ3UcQjqQDCIja6kpN4YRuPPql1TJgWxay9K8LGhTXJIup2JAA4xoz4mioC6OLI3o7pzCKia+rmNu1+jPQ5MtFXTjPo7QQoIBojhP1UdiquPYUA96pdQnoCfodleLNstkHKOKVdItWxjGqivoFhi5zNk0eXsBXUenVUwK9oNY2oheEN5/YDyymG9aQxs7sBWLI73Oblxjkwc6cjjNGW1shyvxhyVU6wG9tMKh2VZCVeWCS+uMuZlfBemGRxYz4n3PFc6bhfx+TJG8CGwYskymbHUSEyNJGdc7VGGY67rB7jlXkTpI+ONSuhwMbib517suxruXe3OvZbbte/v77cB7B9UumNHoKoe+AXgF0QkJ3YI/15E/rqq/r1XcmAReQL4auCP8AnqCPb29vjQh97Hr/zKr/DWt76Nn/7p/+2uHYESUA3Mq5eZ2Mc7JFCUlJjJjBF77c5EqX2v4zDhaXuOSZL2RunndZ/H8j1SS29k4pzy6KTisYnrLdR4H3HQdfCN+JsQlNTCJOvu9JTo2kkMo7SiGzEtBFjqiMp1dsMqOGe5eXQWKhtHjS3tAGWVo0Hi2kG9xVeDsFpMGE/msSHpuQOE8cWjGh/tjsgC5nAR+f+uPS9JxqEWmOvioB6ZCiQyWDQM6DiFbIhGho7rpjPqdiWsqAO/dIqhDvwyGtHQL2tHQe0mGtpDiJ1Kj5aJPnPNz8TGvjcz0Vrpc2C3SVQNrQmh3mDZHoLJNkbKxkwQGdpDvQjef3Zj2jbSDzSSKev89Zn6CpaX6X0hApJi57fW5Fi7DGFIrr5IHE933S+gL58QO5fONXvD7Nkn0ZB2orKBLzKuv/wYPqTt6YpAahzPzc6ycKMeJpqK5z3HY64WaSsnATAr4TlXcRxcD9UOQZnLMcfmdu8dX+mKWzzPrfKDRI2lNbGzDRPttQcDtPNu9nvdL7Br38EufDSWDZ//+b+fv/bXvos3v/krSLZtfrzPdNeS6g7gPyd2Ak8Dfxf4mQdw7O8HvlNVw91QKBH5RuAbISqJniaJCF/8xV/MM888w8///L/cWC8Yyseu7R4jyQZpoKokkmwQP6qQJXYrJppYs7HjEiC1pwt10WKig3MVjY3r0B7jBg9eUlhvVd5mt/Re3sYuotvdBGbYCQAoYg3CYNcwCtZuJ0SM2VJO3XjtfDy2uX1gHZ94m314HxpX1jY7W+x3w0q3ubR24KBid4A3u+w7yt+ZdpyTRg2lIdnVajcNXZ21UKBskEPNesCWTshvwURVUbWb2TXGwthGmzos2zThghHCFgHGiGNssYcKYwXvN9/nZjYwtA8b48Z+J3x0sx3Z1b5st+/CR1WVw8ND/tbf+pt8+Zf/ZxvX90rTHdshEXkHcSH384G/rqpfqKp/U1VffADH/gLgXSLyMeAtwA+KyFdty6iq/0BVv0BVv+DixYunPtDx8TE//uP/+D7w0e34WNiBZA4fsjb/DkxUdwSvv1PahY9uVR+FzZfxbvbTJt3RNOl2ZJawY31hR37lTk3flm9ql9DWL3Ze8yd6cfAOx93y1ckK3vy2i5ystnniH9Sxt6O3u3HjHfZdaaeM967n8XTH3YVe7xB239q4Nmlb8Hr43cVHt6XZbMa73vVTvPTSSw/8mHcbkP7XwDPAnwN+WUSO638nIrIpynGKpKqvUdWnVfVp4KeB/15Vf/aVlDlMVVXx9V//3/Doo0/wXd/13T181BiLYBilZ9hPn2KcnkEwPdzrxvK3qfQI1YARwSCMZURilFG9CcXUMQWsGE6cowYm20UzkXqAXT+fIoIxccGrVIPTRtGz9lezdlDQlGOa2UDnNWoX5RRjtT0mTVkoNoE8KVrqp5EeSLMQX9Tm7jf2kSefrLBZPX02gChJ7uK2/wFuqmJYXjvErcY1TbRGM/0sR8ustdPgiw7UN5uBOsP9SsH1lUFVgYWHmY9o6YYUdu3WQqJqpgikOWrtGgNtlDRNVm90bc4x/g0mpZF9bs495k+iq6ntidrKRYqjGMC+cavF2qa/F6L5ayBU8bq0b1ffIJ/a+Y3hlz445cPXUn7p/X3pCdkV85Gk/lffF42NiQZH6Bwj/otB16PKaOMrii4vcVX9kKxdiagizqFZXtdpvA+qCivieona9f0Pgi9y0sPZGjdu8FG1TPdnJFnt4pKIj7qQcDhakiVhbUdwanh87DnM1xO6IIEKx8Ics7QzAvFZDuJwlMzdS7VisAMJINFFFl2IazRzGy4a383tuOf9YqWntd/pe+8973rXP+G1r/0svuRLvpQrV65seRbuL33C1EdF5CeBLwEuAFeA/xFIAVT1hwZ53w78/O8cPiocZp/BODmHNWsSyIeCy4v/e6McQ8rnT7+SAzlgxKi1B1UqPBaDHWB553JLRo3md9quCyPPvg1Me+JpMT6waVz8nZc/M55R4slNnwRKbcU4dYw6mKgqGAnYRLED3DQoGKOMsgI7xD4nK/JRge3gncEbAko2KrEdAbhIRg5ZecAEpo9djzLCg8baHKww7UKytHZSNqik+E1dEcOB2kGCTJJNYiUfoZM9mDQ+/Xii2rjAtmCi2ARN+tinQgwRae2GPSKi/SOrGMLe41tx0KhVZDbsYiYtk999XpLkgL/4v57n3753ROXBBSExSmqVP/r6gu/7r456+Oh6RG96du/neL8A7WPLGjwSStTNmyuKjXy1wCxuYlbHfddPVSEnNzHLE6Trq3Yeri7RuaMfAUapbu8RljnaIX40wOLmIcFbtIOPhiA8//IllkVO5dcElyp89GSfkyph5dedUlD41flNXqyOOdJ597CE6piFu8ZReHl9bVDHGTcs3c2eHdY++mH6VMFHJ5MJ73jHj/6O4aP3nVT1606R909/os5jqO8Ncfo4TS/1XkQAI0Op35gCFSO15OT9tk+EVGwceAzKSg3Y1ke7TnkCEztE6QSn9Xhv0MpZCYySMHyOEZQ89b0ZeFOm2YLqGQmMsmrQCQAoWd7vBADEBPK82KomujUFQwh2y7EFDRaVYfCfZnS/ZVoe6E+jmuR3+LythfG4f3IisTK3hXwUg9p8067EfQLbMNHeYnLzRSAuDm+plF2LGybbeFZi9pQ//8dK3ns548VbBhcgsfD4mcCf/9JZ7zexseqPINvPzR6G4SFChVazvl0EQsCsZpv+fw2YxcmWdQHQWdmXlCbOEtxRjKXcuw0GqjJtZ8dtNRjleDVBvdm4bTOfsHT9dRIjcMxtboVZP0KYwIybzMKmRHThb22c+/o4nxodwa7zSZJ7j5J2L+mhFp07f/48e3t7GGM4OTnBSMo0vcRe+nj9YMZK9lqxrK4y9y8Dm5UvIvxfi39KKjlPpZ/Dk/Z1GBlTiKeq9dfHNiVXy9nM8MjYMqpb6BJYlkogst0vzgwvYTgzgrPWYQUWJCyrWvgthT1bcpB49kaenFpD3hh8iI4LawXUcjQfkSRKbgoS4wmS4D2sXGwbM1vbsWhIqFyKsZCnK1Lr4lReE25dO49NlNF4zmi8qhsLoVqOwAg2qbBJidgY2CMZRcQyeEuoBJtXJNMSdYbgMkgUY6ray2DQWYonRfKAyVZxw1gmrAXUTFTVgzpITP1Za3w0s8jBGEa1B1hNJF8aldHUwuIkNvppPToPijRKoiZF0wYRzere1kfEUho/fSRiZHUCEuMJh3QU0cp8j2bRXasFuFVUDE3H4JeARGy0DdKi0XWExJmBzTDJHjY5E8XkgBBKQihABCM5QQueOFPwbX808O3/5AyTLFA64du+9Jinzle1OwZUS4JfEEJEI40ZY0wMGh/8jODn67oTiWqq1Sz+Q+vzScB7zOoIszoCIyhZRGRdgV3MkeVJnElBFKirKliWyHKFHMQ605XiF5bqaI/q9j5axWOaxIEo86N9Tm6dxRUJYqhnnSUvHp3lA1cf42g+QgTOjkoOkhW3y5TnFlOOi+i2yi1YKj6y+jjvXjzLxxYvo8A0e4SxvURq9rDWsp++mv30KUq9zdHy41R60lvo3fZ5qDi8y34/yGjTH9+NUBzah2nX8fb29nDO88wzn7nxm/tND3VHsL+/z4svPse//tf/hu/7vr/Le39tGYPUN+1MvWbw0vG7a6LAtfaGJOjejFJXfMy9h4xHOUjXRJECK3V8xtRyLjOdIO+Qi1IZKLVZ4Io+6NsFrEzCuL0D0T6vYGqVc6NVJCSbojTENrI3KhWcE4LJyZMaH61/4D2sNI+uI9vYheBhpWNMtkRsg4MK3gmLxT75qEBkbSeAdzlpXq7z12sTNg1k+3OwAyE5b6HZad0Ju6hFAhMDIz8ghLQjGd2ZOUhADzNkf9SfTYjGgPNZo+1f14mvIrdvTX/RMFTRUzLe7+cngApR7KCTXz3qIJx/DWBpp10iEQXNapkHWeOmhCrul+vhowrqSPNXIXbSG71bkyPGMtxc+C//v4xRqnzLHznh7/+7ff7Vs2O+/A0rQPFtQ79+vkJYRtuGblGAagmrGGSlFfRTB6sldn6VVmW241tMrr9M0ymulztSuH4NEbu+/6Lo2DJ/9vFYR83irUJwGZefu4SStKelIW4g++XnnmHpc7xfr2fcLEa899YEh+kRQmWAX7j5S3yk/ChlWLu65tVVDGMyu9eimSDkco5JuuS4nPUa1m145t3s2xrtXfbYjkTMvEsgdduRXfZ7lcVvjvfZn/3Z/NW/+pf5E3/ia5hMJjyo9FB3BBBdQ29+81fwpi/8g/yBz/lailXZ+z6EyGcPwYHmpg3JARccmZ1skEAhKOMt0cpQYgNa9fOrgrHrhrubElHMlq9EI5a5QQjpLqxU4+h3SFg0L/MQUWt8vkN3QKgXlzdwwBDbw42oIzXOuiXAD8kmVlpX0pbGLM5Atrqj2kZ3cM0osVcZoJGmaf43XWNtpzAoPn7YuAlsdU+x2x73BAwuQiBq3PTzf8MfOuG7vvKEi/uB/+Lzlrx81I1ktmbgN4+9zdx0wsPnwm+t7yjwZuL3vXJ8Pcwd5Fdfu4g2n4sQtgSdD0oZ0rYTWGePm/2G76AqLGTZ6wSiPZANYzjUyWuF7qCxtuGgwH3ho5s4aDMA65fT/P8u+zasdHv5gcPDQ77/+7/3dx4ffVhSURT87D/7Z5RFeffM95CGkcqa5HfhZjuw0p3qo+x8tXdiojux0p346M5Dny7tKmfn+ezASu8QEHx32oU03kHV81Rp14LI6dJpIOE3PllyYc+hChf2Am98otsI3s9Nu1MnsSXnA1Or3XXcHe/CrvJ3nI7fgSHvwkfvdIxdmOgnGz46n8/5uZ/7F9y6tXvt437TQ90ReO/51m/9c1y4cIm/8D/8BW4uP4BnhdbuByXgWZKa/btjXGKxkpKbKTN/vdVykc7i2PtnBbe8J6jWejPxi3GiZPXcqxFAU+DEwcLXmKSs9WFuVjk3ijyGqZTod1WFkoRVSKKvuLv6Zgw+DDBUhVJTZmWO19qh1FybEVzoOJla3FSpynSNXLY4q6GYjfC+CQSy/l0oUkKwGzho8Aatl8vblUIBP0vQKungphElVS+ob8rp0DYuoG7tx28fWRegahDO+rhKbDicj/78Dj6qXqFcUR94nV+JnVbr2WiCxSfI6pieamjDgPpy/RnW5bhlP3+sJNzqJYJbsqEOiqH3CtZFBnXEHe7aHkZVEVtH6WF9/n00tHMu8SFZ36v2PAPiHOLKdV3UdSB1vTU21bh7XgtFq7TGfgXViImGIifZL9rnShFCEKoqw6YVoYsTq6HwCY9M5rTrnPUzAXCYevIOjOYlUKrnyfHrmWYXARMlpuv38aT8OKtwHdVA1DFSVD3WphjToN1m473eZu/6+rflvxNuei+qoffy/a7yjFnbvPe8/e0/xuOPv4qv/uq3cPNmP7byK0kPffD6173uDRsbyVIzJbdnWLmbOL23wPZPJJ/LgXmMPXNhK/XRK1/gPz4zYTwQhgoKt0phNSDvBOWRkbKX9oU1BeXSeMVB5ik7KB0o06RkmjlM16eOEhS8JpS+w4mjjNOCC3szkh6GqogEptMlaVYNyKHm5eo3JmI8k7PHa5dG60dWksky4qM9QkSRkYv4aFdUTxTyeley7xakyJ6Ji8lpH7EkSWBAS2hjt+nGrELTFLJaSbRtrEBtGtcYNHSOChiLn55Bs0lcUK1TEAMmA/VrXzu1U8mkREa9azdofna9eNzeUEs6fqptqNr8qoRWL6j/Pgq2nlH0/dnBHccwlMOZlC8RV4Bb9MqSYo5ZHmOXt6MLqPk2BCgL7Ow20qyRATglHAW4tYKqOXYc4LjFBHc0Ros+9nn95YssFxOqsq8aemW2z1ExZl5mtAMFhaMqJYSm5urGTuFXZzd5qZpxxc/W90ArbqyepezY4q8M4+QCirJ01zfqb1f6VKGGdqXxeMw73/n2T3589JMlJUmy0RFUYU4V5lvzxxdvc9p5IXkNGXubyOmWqGSVQqEw0n6ACVMPgIaeIkVwGur9WtKzz6qULJHeAjTEEb0xQ1VSISiUmmw0Jy5YjNlEO0HI8gKzMTeMo7thn6fBtmX3vlNBmvZ2eAyrYMJG/ihGtuWcxNZ7DAYHDwG0H9VLIKq8ymZ4yrgQk/T8/AJxd3MIm+Wootk0IlfdM9IQYwoMJKgFrf3nDOwxru6gRwT1MdaAbKqJRo9M2LjmqGyrG/nraQ4byZdQLTbWNsRXmMVRz/8vAFWBObrZW+cRIDgP15cD14yAE8qr+xsuGBE4unW4ZZAkXJkd4AcDirh0ZVq1kyZZgZfDCVfcvFevRlISM9roCJTAwl3drIe7pE+VjmDX+aTpg226H+qO4OzZs6Rpyv7+PicnJ619KPjUjCoORq/C6JggBSerF5i7K1CrFP7m6mfJzZRH7es4b1/LoZ1yNh2RqxAEjnzJsaswCNM04/kT5SWBczmcTWKHUWps+KZpHUijUkYWLo7hoFZRjp4NxWnMf7RMeWGZcnYUOJ+WTK0nsUrAcGORkaXKSEpS4+NOYhvIdYGXhFVp8UHIU8c4qZgtRyQJZKYgTRxZVpKPKoJLCEYwErE/VPAhqXehCdY4xASS1JGMXHTtCHWMAY9JPTZv3CtNj1I3kNbAyhIkQRKPJA3jbqEMkSyxIKaKa7+JQcsSKUHzFHLiAjn1YnhRxNG/pXYt1FpKVR08pZlS2VoeejmLnxNT7xGw8Xu3og1Q3/RgqiQ3Po4mI8JkH83G4CuMq2KjaxI0HcVNZ1K7r9rOu14JMBmaTGv3UKSS2vMUiytfBiw2OcDYKYgS/ArViORGmeoEIRD8CkKMIYAZISaPz4gvQEtq1CrWtS+Rcg7VCTQL5saAd5jVCWZ5BIklaBKx2qrELGbI/Dh2jBLpKA0a1USPCkhCLMcpobKUt/cpbp4hlBaxgk0KVJTjo0NuXLtIUaYRLzYVIoGTYsyN1QE1RUxQxQc4qRJuuIx5GffiTGxgZALXq8BHVx67vMBjnGNuTpjpMctwk2W43MYP2IV03svnrsjctsXgEMLWxeNhOdvakbvZX0kg++53k8mEsqx4+ulXb5zj/aaHuiM4PDzk5Zef52d+5mf53u99K7/xG/9Pr3Kbh+GR0ReSJCka4pDdMuLc5DNZndxGpWjzF2HOS/IenslexcVs0gIkFjifjshJIg9T33uvcKOE0sFeKu0oTYBE4NxEOZdF9KwZZluBEuHEdRsZuFlYQkg5s1fFtYQQvysrQW3KOK1qcij+JMExzV2MaGZNu0HLOQg25/zZW4jtCImFKPxV40z1Ym88jidj7+BGzN9cnIJqSjbeojKKAeNroqiWXVBQV7tRkkBvqNnIV6SBXpD6IkpF68T06RpfS0indQCWpvKCRzGQZyB2fU6+QoOFycCuDvVSyy2vRe/EreCkQie1amiTPzgoFnXgmgEmikGzg8HMpHGfNR1QewF4d0QIyxi8vluOOtTN6apkgkJYoWHZc6O0o+9yCctrrJ1f8RhSzDEn12kicjU+ea0CyZUX6BFC6tGKWk00YqKx+Lg/5egDr47XUE9n1UMVRnzkQ0+Bsa0quAaoyHju1hkCtmUGRCExwoeOc1a6tgeFRbC8+/aKWQi4+jk1WA44w7XivdwMH+3F/Biim21t38PnXb/ttgvdTsBag/fr9qL5fbez6NqH7cs2THQXPtobnA7Ioab8J598gr/0l/4iX//1f4pz587xoNJD3REAjEYjvu7rvpYv+7Iv5amnXrtVfdSabCsxGSg3aBznK/aSgw2qUEONcA6kEkNQ0jyBIdKmkFnBDLFM1XoazUb+RMJWlVGDbrVH3FQ27fVofXM3ad2zDWmJEGqVUd2022EnQGwNzJYg9Rpqt8uQxoj22AkMLto0O08H9maUPdyPILANK22HpVtj9cqGXVq6aVh3ge0qpmHQ2HfPaZu9Hm1vlFPfg632bZ8BdYNOoDmEZ5uaqHgHxiJhgPH6Ov+AyGkfk6Fyp1dCMFtup67hhV45SqVmy+OllELdCfSP68yCMBiddxvY03QEuySf7zQD8IP3ucFHt+Gmzbl10y5M9G746NAd1OCjP/IjP/xpfPR+k/eeX/zFf09ZnhIf3eEqPC2GdpqA83dNO9VHd57sVvNGo37f6XTH3Y2J7sBKdx+B3fjo7xJKe+or2GXfdf47fqJ3KOu0aqI77XcGJO417bwFOxV6d6Da27Sp73rs0723n4z46C/+4r9jubw3wOU06aHuCFSV7/7uv8Gjjz7On/2z39jDxCLRGNGsW6sPxNF/+wIGglbkyXrxS0RITEYiOR8un6NsdM8FGszSGrPGSo1gbTspj7IQtd3Udt8JLC9mjY9OEhjVczVjpFY4VZwmlHWA7zqiPQAeS+W7+GjzW+oQlNqxRzfGshhFFLAdS0bU0jkT8cDeEFZYnkzxPqHRuGnKqxajFh9tcc0guEWOd2lrb3BQ9Ta6b+pyW3slEDr4aJOnUqhY21sdoC5F1ckf6MTN7SxQeoWqQSYHK9q+6rVQChHPddXmQFwVmd/sqY+235UncTTdxTJVo7xDk79jVzdHfRWfy9quGqILaiN/qKUiFvGzQhtc3of6XAf5g8bvmpmesnb5ae2uo8ZlA/V97yiJIgRv8FVKMNo+L03Q+RASJpNlr5qb7/bzZQ9A8AhlEFLje+F1HI5CS5y8wJJbBDyNMq4SuJC9jnF6NjqLjMXaFMEwSc8zTs8CgjUJ1iZxrS89xzg9BxisTe4JH70X+xD7bD4PF8fXGGj/+43F/sHnYVnd82g+e+/5wR/8IS5cuMQ3fMM3cnz8dyXrlQAAIABJREFUigSg++f9ybRCfi/pQeCju1Jq9hkl5yj8bUrfj2n6qH09h/YxDs1jNLFlUxEu2DEKuEE1HqTC2MJeIpgGXVRIjJIbZS/RDYG5YYooqJIY5WxWkbQvljKynpH1ZMZ3ylEyWzHOSjK7Djof2XQQo4zSiqTFRBVjAtY6vE/iNL92S5hadG7dYMa/JnHsX7iBsbW7qP06xIVPlxDKtSSyWM/okdtRf6ZHLSkkGsNbDu2pbob1FWAvQ/IaIR3SKWLoSr3GfsNGtLSTFOLaQpqzbo6a/AmaT9EkaQmh7m0V72iQUwU0yfFnHh/kApUETcaIVnTjAaskMbpZQxu1BVsweXTV+GWnvNhYiy+gOG5dbSoW7AhxFWZxrXXxNPsfCAG7uNXHRJ2HVYE9uhHlpptz8oIWgp64zu53xZUpi+tnWV49RzUft3YxgcpblosJZRnXaOI+B+FoNaLyKS6sO2kXhGdvTbheJNwo1gJ9VuDj/j08X7zAc8XHo5w0kMseT42+GBVhKct2Xc2HgqW7ikjGOLnQCs95LVlUV+vO4RFM1L4mqOPm8v0U4cGx9p9M6dP46CnTNnx0V6rCCVV5svW7x7P/iJRxP78qKw1sEZbgMDfkG9gf7GUw2kAm14PLrt0IjG1gL/cbmCjoFlXSOBrL0mYrz7rMxATyrIprEt38wXY6gL5ddXPEE1yC2ICxQz+1wa3SDReC+hgbgG3oqmG7PYAOVUw1+qRJko26i5WVxM6oW0OhoXa0b/e+Rlrp2zVEaerOUDZOohRc2b+XgLgi7nAdsLeiDqnmDHt6UYe6YgNPRX2cTTQLup2LltUx4pc9u6hHZlcw1apvR5HlMaYsNq6Z1QJz8+aGfIRWgXCLQQQ9QZ3l+LnHiLGP13bvEo6O9ulWXhz9Kosy33heEqN8+CTHDZ4Lr/Abs99kHvrvW6Ezjs11LJvaTPujpwi+j9haydjPnkB1MIqXhMzuU4RbbHOb7ZKb2GX/3UqfxkcfQDo8PARgOp0yn6/3DewSdtpmz+1ZDkev4ipXyEzGxO8z1imGyPHf8iusGEZYMixBlFI8/++RIzXCY1nGxSwhNQYMHBXCiVgmiTI2AVVYqmFRAUhrb0b/RbCUS0OeKCMTg9ePU8c0qV0HrZZQvQEMy83ZlDzzjGyBFY8i+JCzKjPSNJAnBYl19XprHNGJEdRHN5K1gSSLm6Sa2MzUnZdJlfm1c5hUySZz0nwV12atkNgVqCGUllDHSpZEqK7t4+wedrogmUR1U/UpLBVMhuQVJq/iZjRT46BO0LqjAKKmzbFDj0/QvRzZS+JxSwdlBTqDfASjNNZJUUFZRlfIaALjPM4kQoiN3moJ6QjN0tgwB484j52fxFnBZA/NRrW9iu4aScBKDNCS5oRsGncTi6WNSRAcUhVxFG9SNBtH1VOJ98m46yAJmozQZATBYYoTpJyBmKh2mk1BPbKq7RDLt/H8TblEilp8TmpMVANSLJFVbTc1GusC3DhCrt0E59A8gTzKWIfbGe56CiVIrph8iaIsb5xh9tKl2AnUGlaq4L2lcjl5GvdCuEpwQbi2mPLC/Ay3lxnjVDmXLpkkFVdXKR+cTXC1Z7LZIX3FvciH3LPMw8lWZPLK/D+QmJxp8jjj9JE4GwiXmRdXMJIwTR9nkjwSdQH8ZWbFZUSEvfQxxsklAJbuMrPqpfq53b74ugsfvXccNO4hulfhuLsJzd0rVprnOWVZ8sQTj/Og0kPtGgI4OjriJ37iXbz1rd/PBz/4oXu+acYYzuefS5ZMoBNQwxrLmeoCI6lnB3X1NZiZQGzoantiDY+nCY+PIgPe5O9uRFs3tvFzjuewxkrbRTSBqa149d4M0yWEREBDjAPQs4MhMEmLmhzqzhCUM/snkXLqLg4KjLJlJHV6doO1ZSSBus+LEabnr2Pz/o5bxBAKQdXSKlzGi8aOZiSjat0y1PlltMRMytrtFlr7Opr54HMSkIkgPfG0ZnEEGNjVGtifIibpuWVUTHQfGduriyAW9g/QmunvXDTV2Ufrhp+eXcoFMKSlLCEf1fsa+vkbSYo+8WPQ2tUztFMtMdUK6cVqFrQqMKsZXQQWBJ0tkOcux/oN67oIlaG6chCv2a/ze2e48eFXgTVoByhShMW83qHdeY4U4d9+5LU4kp5gnDHw3luGIELV9YAZ4X8/+hlu6zVccDQaTLt4eWsTvHfxeqVeP+nYQerf+tpu20Xk+D76jfK7hFD/WLvsm+TQsMzub07Tvmxr5JvzaGY3w/M7f/4c3/Zt38qf+TN/mieffHLjvO6Ufk+7hg4PD/nmb/7veMtbvmYnPtr927UnZtzrBCCKXWWSbcw2vQ/rxr3znfOBvWmyXqdty9fGw9MjJjRoDJBF345CagIb6qPNAviGnVjIFvVRab7cio+yNUhJtA8uOigm7csrtPklr/P3LhqTNquK2ssvSbOLOfTL2fVZIK4odl0dTceSbNhla/76PGSzLoSAbjTq9fmZXTjoFsSWetfzRopuvc38TUjFTVlp0W1KqYoEv94r0LVXLnaUPUxU445usQPUOW4aw0ivE4CmajafoxCg8JsBUkKAMmxemQZlprepBmqi3Yay2yh679YNdKewaI8NdOigrl2ks/u5u7Gsa9+Fj3Zx022dwDZ10F346N2C1w8H4k0nsM1+cHDAO97xdt785q/YOKdXmh5qaqhJqsqv//qvnx4f3YHk7cbQduTfiXae8nRgNyZ6WvXRB8VM7ix+F+Z6Smzxfg6+s6wHeB9OlU57D055/sAuhdNdSrm7g8LvPsLp0q7z2Z77tAjn70V8dLlc8u53/zrODWXcX3l6qDsCVeVtb/sBnn76M3jLW762ta+V/RKMpIySsxjpqxYCHJcfJWhJ82KKiQqHV/koJXNCratvOouCaxwMUmswQKEugi5QKxPUBI5Z/7aLjxZqKJuxopE2eH2hCVWzUceYBiohYKjqAOItjgk4tSxdGinDDoYTVFiVWY0DGtoTBpxP1vgkRIxQhapKCR3ctFkILWZTQqhVKWGNHzYqlW3FxOO4IifoWq1UJaqP+vkY3zmnppzgEoJbq5W2OJGvF5VrexPsXlVQv7bTsI2BTic6eOxb9dEO1qoKRVettK5UVczxjbj5qhOMBa2b4u4kSOtyFsfELd1h/b3WaGeLd3aO2ytH2nKUevNWi4PW+YMiLvTtQSMdZZv7G7FdDbF+18ivretOkCSQ5LX4nYn3M6jBBcvKN/fftM+cqvDk/glWdL1eXqPUF8eRDGpejWAUT+Dp0RtJzKilfoxZ34suStm1b0Mpu5+72Oeuz0Nlz21YZ9fe/a57Lt20DTXt2s0QFthR3jZ7b0HcrvHR7/me7+Pixcf4ju/4ThaLxdbzup/0UK8RPPfcc3zWZ33OlpmAMEkeZZxcILdn2qlY4W9zY/XsRjmZOWCcXKQMxz2Fw6mc57NHX0pCvvGbJ8eGi6nh1RNLVj8QVYBbZYLTKDHR3GvV7VNpg3Jh5DiTevaSisSsW6TUeIyBylm6GpqZ9VhRSm/xtVtLUPaygjPj5cCjoWRpxd5k2booml28zf6DIVZqrWfv4ASbBKQVklNM4rF5gXpbB7evjySBdFwi1tMTnpOAST2E2Ng3+SXxJIdzxPiobtm45iRg9leYUQA7wEsbt48bUFRjC6MUydNNUmfwMrad6yDGsQIkKZo2eKdb46OjKdXZSxjvwFfr1ZB6d664CqlW6/xpTpieQ3yJFIu2ztVYwmgvHjD4zt0EvEd8iSmWrctOEXAOKQvM7GitGiqC2iwiOUfHSOXagvw8xZ2MqW5OCUW2PoL1saOfT/BlXMdQhaLIuXV8wNF8j2WRt/d/nBbkWcWiyFlWUU1UFeYu4UPHe1QqNUod7YWH9yxucVNPuKEnKFEyuwonXF8+yzaBx0+nu6fxeMyP//iP8TVf89X3/Jvfs2sEqkqaphsdgSCcyT+j3Q8AsQceJXGDynBaW4ZjynJz88Zcb+Apt3YEn7WfcWFQu6mBcQarvos00jjSkZaoUyBuJDszcgOXkFCFBBGD9twIQulrWqS3QUpYupRDVgOftFC5JNJBA4QzBIvvSV9Hu/cJNl3vUWjzuwRVs2W9wEBCJIIG9lBtkY52Fj+fYNNyIz/BRj0iBslDs0Gql4LAeEIXK+2ec/cHLW5qN3PhqtgID/HR1RxbLDbsaEBW895ai0Ckiea3NtYXJHjEuU3cFJByhamWA7siixPMvI9eiiqcnMDS9+tVIFQpxdVzA5kIwRcZ5XI6gAkAUa7ePlcPAtb5F+WIWdnHqEVgL3Usg9C9OJG4MfJjeplyoBWU2QMSm1H5zV2yuyQfdtnvpBi667sHeYwHkXaVvwtnTdPkgZ7PQ90R7O/vE4JnNBr1FonFCC/Nf4VJdp6JuURqDqjCMctwmTgavvvK/1jO8lj2ejKdtgKYAMtwxPXwQb7v4x/mbDrlPz18A5+791oSMubeclIBEsWubd12FSHGKIAokhlnC/H7Y5fyW7cSzo8qzqUlVpSTMuF2leFUOMwdh7Yka7h+od49Bo2vQgAVy+WTA8aZY5qsSOu4BIrlxtEhWe4Zp0us8RRVxtFqn9UqZZQ79vI5o7TAGMUkcHLrAJspeb4gSauIoTZhN3s0UMBkodakSeLmMVE0GFwxwq9iUHObr0hafJQophmyqG6aNKJogj8e4Wc5Zq/CTgswSlgm6DKNCP7IRwy1qYsywMs30ckYpgmSmOjScSHuAE6zWpW0Xmj3CqsibjZL7XrWoMSduyaN/o52KifYqy9ERHQyRdM84qNFEQkisXEmYkwsJChSHcWNa2lak0QKXjHlTTAWzUZomsXg8vNjzDxubNQ0hywFH5CjY+TWzejQTxNIa9nxZQWLikY1FlHUC+WNfVYvnUVLE+NLiwOFYjlmMdvHl4Yk86RpgYhye7bH5ZsXqbxBjEFqfPR2lfLSasJxYTk7dlzKluwljpdWCb91POLjJ8p+LpxLlKlVlkG4WQmfrc+wMgVXwnWOOaH0M5bhMpVfbqVvti2YbtP3aex3ahB3fXenY2xinKfDRB+0fXg+cXBb8cgjj+y87tOmh9o1BPDyyy/zoz/6Y/zAD/x9Ll++vKWyE0LwGLGEDi7R3PwhxmWM4bXJH+KMfSLuYtR1/o+sfpXr/sOIWYfSy5OM3z/6XN60/wX1sbXNX1RKpfTxUSskGthLwNi13RiBEMiMYqwh1CM7MUKG46npso+JCtGf3TTSHbtBeXR6FMsc3P95mUe/fZ8e5YlzV8jSxm3RXDTs7R+R5C7WUwcHNekKkzQY3NrulhZf1kHnm/xGSEZzsv1FH2kVAzhMEujho8aAVpgsrBvxJr9x2MMVYrr4qIkbyPazATJbN+jW0hekq+c145xNATvp5O/MusSAtaixmzioxA6yi9JqLUSnNunbsUgxR8oY+at1B4mF2QlyHPcbtBvDxKKVg1LpIbNicCcpsw88XmOizT0QfGW4feMMYuw6jKoIzgkfuXIJjF3rzongg/IfbpwhiOnSphiU9x2FDUzUtu9OuxwSr8Eo757/K26ElxDRHs2zDR/dJSXdHbX37WvKZ5d992+32+/l3Pr2fnyS5rtt7cjpyo326XTKN3zDf8s3fdM38vrXv57TpDu5hh7qxWKAxx57jL/yV/4yv/mbv0Ge51swLgdorxOI9vrFVO31xiEE9uxFDEm3HSAEZSE3CfhePNXClVwaPUp0t2gvf1P7PXzUazvo1EF+AaTTCTS/TYxuMN7rtlc27NEVtNkJxHVH2aRKA2SJo1kOXp8U2MZVM8BBTbJeb+jag9ZRqrr5g2Ky2j01wERb+emuPdT4qAyR2YDY0G8QmxMVmkrtXllTIQzRy/hPBvbu9fTrLrqOzGYdERAxg86B2JCbZNOOR0Kt6NN1LalHXL3Jr3tt2qCV0r9mDfhV1u8EAFTx3vY7gdpe+djB9cRHVXHB4JEhbYoLcTZbDQbqPtQx1bR/myUIJ3oDVd97D5vRcDxc/11rFkq7+ZtNWZv2fplD+xAf3dYJdO271EqH+Gj/nIfv1O52ZPvvw0an0dgPDvZ517v+MW9721tP3QncLT30HUGTPvjBDz447GrHLGq3guIO+31MxnajqA/Ivuu4p/3m1Me9n8rY9ZvTorQ7D/Bg8j+we3On8zldWad9Jh+Y4+DUCOeu8zz9CZ1aNXhX3f0u4aNFUfK+973/E3L8h74jeMc73skb3/h5fNmXfXlr2xVQerc9/k1simC5rS/V3/fLeyp7IyMzJZEUEakVES3vX32cVfBNLBkw4DWwpGBJiW9HrLG8SoV2r24d37IBY5r1RGnsEjf1FCFimE2GGA04RjmLdtOec1AoQ7ImZYiujaDxN6q0uGlEWpXZctrigzF/xA+Pjg5x3uJrVdTGXi5zgrdrhLTGRMV2h49Ci5UuMxp9o7aSIIbGbDHU+J0CGhK0ueYWHxVCkRJWjeppfU4IWtGqmLYB7evZj5Z1oPgePgpUNYc6xEobexs3orYXRQdF7eTvoqPUN1I1qqH6jr3BRNvh9PqaCRrppfp+tqqhCqit67q5NkGDweQd0Tmp1UTVQEeMMNrBq4l4dDNZa0bcIlhR9rPGbRKv2YviNCDpKgrGNWUaj1fHsV7DaUkQ115yIPBE/jkYSbE1qm1rmmuIc9oO5bULK91m34WJxu/Yam9SM/sYfje0r8/xtO3InduXXXXR5HfO8d3f/Td48smn+dt/+3+6Zw21e0kP9RrB888/z2d+5uvuYyPZZjpjnuTQPM755DUksg7OnWJJxTCSBFP79G6FK3ykepaUPS4mn0kmEwCm1nA2D8xY8tHyJguN+NCe5Py+7EnOmEnvmAblMFPGA/2hoFCF2GhnElrRTYMyThyJKEtvKWvsU1AO0pKzo4KR8SRd7FMCTg2zMmdeNcHFldx6LoxnZKkjq3WJQEmTGLayKHMWRY7W4Tf39uY8/ugVgjNUHXual+ydOwKtMVGV9aDQgEjAWN++pGI9yaTAWE9PLloUsa721vTt2BgFLRQp2pBO1pOem5HsFax1j+sedSxIZtDCrxU3BRhbZJIg3rcuJwXIshj1rKqgWuOjZFlcwC1KWK0xUUYjdH8/0kZFgTR7DNIMnUzignJZru1JSkhH0TY7jscH1FpI8tjxHC+igmh9rioWdYYws+DqB8MEAgZfZqwun8EvRnVFx0AxzqXMT6aUxfo+O4WFy3np6JDby0n7vIxshTXKSZWyqPFeVZh55f3LBR+rjnixOmn3Xx+yT1YVXPEf47L7KAGPYHjEPsVrR3+AmSy5zTGB0KLaN1fv/TQ+ep9pPB7zEz/xTr7qq/7Le/7N71l81Hu/FR+9n/Ta/A+SMNqw7ycZRrujDuGcvUSanKMYuKLmPvBieYO59rG/mRbcCLONjiCOzgP7mfa8HUYgtzH6WNctHBDmLu0tPkMcPa68ZZq6niopCC4kXFlMaRvW2l74hL3RagMrrVzKbDXayD+b7TEbr0iM6+cvcqrVBGvWzGw7MksVGTQE6i3BpQM8ldiBeFtPILRnD0WKak7Pue0t/mSEHQWEnnAOLEIM+dsrh4hdJtq7NIEoXuf8dvtyiHbSdgob+asSWcCGMqirsLNFJJO6ZXmPnsyisF6vLiDMDboa6BcFQ3Vrj+WN85u4cZFxdHyuvy6AsChy3n/zsZ5WkCLMXcaqjQ9R55Yoc/LLixfw3YVylNsc82Lxfw5OM3DFfwzDY3FNrS0notqfxkfvXv6d8NFt53m/6aHuCKbTKc450jSlqtYv2TZcKzVTDvInSeUMjhOOVy9QhmMSGbOfP8FVc4WxmTB2e+SM8DgWdsYVfZ6JjDmvZ9lnjyIseMG9j49Vv01u9njUvo4z5kkSSTiwKU+aJ3HieN5f47oeoSpMdMq8yHlfOedimnImSTHEjTlXVpZrK+XiKHA+D1gBpxJD/lVKaoVU4kJyGYSVWpxXRlYZ2YCtMVRjDR8/2Wc/q9hPCrLaRZMkyuN7xyxDxmyVUQVDYgKTzHN7sUea1iqmJuDVUPic0luMEUztwLImkKae2WxMkgbydEVSb1RyPuXay+dJMs90esJovIobmMoMd5xirJKNF6R57KxdmbGaTxCj5HtzsskKRPFlGmkj1rhpxCMtvor4KMbUm9wUk1fYaYkWilo7cEnZiJYaA7azL0ENehTQzCL5GmXVysTZQJYgefw5DsJSYAlkBjMO8W1SjTOWozkkKeQWEhMZfxcinmoTyGJcBQ0K8xLmkRIik7jhJIAuQOcAScRobSzbzUa421NUBZOV2LwCFYqjPRbXzhEqi5hQbwqE+XzCzdtncVVCYj2JjR3LlfmUD946z+1VWs86HVbgWiF8bGG5WcClifB4HphY5XqpfHAZeMQ/SWGXHOsRTqr2nbo0+SIqjjhevUAVTkjMhIP8SQTbo2lcWLLwV6j86p7xUditw3NafPROKOourLQhf7apg75STHSXYB2sF4+Hxy3LirNnz+687tOmh9o1BHGR+Id/+Ef4h//wf+H4eD0S797Yi+PPI7VTTOPHFgga2jyNHcCIIWjc6iVmTQ9YsdxafZh59RLGCq7e7ZmYjGeSN/D7xm/CWtOO1NXAcVlwzRcYa9qRmrWGPAiXsjG2g5taK6TqedVe9Cl21Uq9V0pt0DVau4TAE5MS28FExYCEwNOHt2tXU+MaiVSIqyOIRYKnMzrWdb52MCiwny3I0j4+KgYMLo7qOzSTGEiTFaO86lNORjBSkaQxlm57EVYwUpKNi769xkeT3NHft2AQW5JfvB07hWa20cTtTRoio+ObIjawfXv92XSvV2lcS1o1tubY9XrNyCNJs6bQQVotkAgysGuxHfsMhUJVI6odlNbNE9zxXrS3dWdwC8vi1mGsl5aYNRQry5WrF8CYDkkrLArDr125FMv00j4vpQv81nG8NNdWtaAhcDusUImBkppLDhq4al7Ci+s0lrvfHRHh+uK3KfxNjJGWrntlyOjafi+fT4uMdjuwXWjn8DOwteN4JShp8znPc/7kn3wL3/It38Sb3vSmrWsdu9LvaXz0mWee4Xu+5+/w3vc+S5qmPYyr+ZvZfYT1AxvbP4MR27NDfMhFBEV7vbdXT6lHBHzbCQC4UHJp9HhcP+jyxQEqqT2ynem694HMRPnmLjHhvZJZ2XT71KiemH5Q8AYrleEu40DcGFb7/NdfKOslWV3/Rlk3ekjvJyikid/ARyNJ2Vnk7NiTdNNO0HpDmvRxUN9IXQzsIUQXUXcvQn0Ak7p+J9CeUJ1/gHbGCxY2LqxTL53V3HrEXy/k6sDeBuvpI63UoUk37L5ZbB6cqybrzx27uoxWR6hTF76qpTh6xGygqlIwdkDSKnOXgti2E4jFK2WIZ+h6Va04rf8F7V2yIPja7bZ+p3a/O1Fa4hgl9BDrOBqua2gHVjrEO7fZ7/Z5OOLudhTD467z64Z92MAPPw/bl2G+u6GkTeM+PKf9/T1+8id/nHe+8+180Rd90ak6gbulh74jaNKVK1cI4cH41E6Lle0mPu9jNrbrJ7t8pA8S13wQ6QHyibvr70HZP8HplPfy/p6X05W18/ac/sinKmf3Y/Hg6mJ3WZ8a+GhVOS5fvvwJOeZD3xH883/+c/zhP/wlvOlN/0n7sDWYVlIHwi5D1BFa413x4XAsUfWIWbs2VAOeJUF9u+jX5M/tmfr/axzMWAyWF8uP4wjrKI4SF9hGYuNgtP7XdPBLdVQEtN3sFL9feii8rjFUIO5YXadGwVRMjB5VNehlw50aoQqGhcv7qqSmHr2JDPLX6qANqtigbzVWWtRqpR02L7oWfI05NuXX5RZl0sNQm98F3yiYSi+/c2mrbtpUlKrgXYNMdn6DEMoUrRp7s0nJot6gVVLb7doe6t+Ejr1VPl0rdNZPTltH8XC2/asKWiS9/K0Sa0EbHD7am7qRFvls7SFen3pDg80qEuvAaAfJldYuSYh1WteRElVDkyRuluzen4BhmjjSev2geV4QITMwsjWyaNfPkQDJUFHTBII6rAZUA53HqH1H4rvTPJfRPkrP1vn6KGXXHbLNPkQqd9mHti5Ouu37WFZz7v1jN2kX9tm0I6e1D3HUJt8QHx0etyxLvv3bv4PXv/4N/NAP/YMHKkf9UK8RvPjii7zmNc/0FoqblJlDJulFxsnFNuA1QOFus/I3WFRXa5lpwzg5zyR5lDLcZl5dIWgFCCN7jml6iSrMmFeX8brmevfMBfbMRS7az2JsDgAYieUwSQkoR66ivIsGfyaGi+mIkdi+3SgXRso4iRh6/Uq3/7WiZEZJ685FUHIbyEzdYNQ5rQTO5CsujBdU3uJCE1xcMRLdAFWwlN7Wja2SmcDBaEmWePKkiYHcTHkFrwbfyZ9Yz6gWkOuqmKaJYzpdYntidDHcpq31hUKQ6ApBMdaTjOKDXyxzfK1watOK6dljslHRnocIiPWYaYEYj5uNCcuooCmJI9lfYEYl7niKn0cCSqwnOZyRHi4Iy4ywrBFLCZhJid1fRleOX18DUjfwPok+/douI4dMKqgMukpq3FWRsSL7HkohzE3tGlJIQtzHscyobk3RMmoQmVEJoxJX5MxfPodbjGOd5hXp3gINhtnNM5T1tRnrsakjqOHoeI9VRzW0CobSJ1xbTDguo90rnFSWuRMWTljVIwyvyrEL3K48K3U9wbiA48Rf44b/KDf9cwQcgmWcXGScXGDlbrBw11BiZLFxcoFx8giFv83CNe/Op9MrTePxmJ/6qZ/gj//xr7zn3/yu4KMi8o+ArwSuquobtnz/9cB3Ep/UE+CbVfU3H+Q5VFVFlmUbHYFguDB+A1310SZdXz3L0I+8dNdYumuDnMrK36DUW1vxrlePvoCpXuzZVuopQ+hJRNwplRo4cRXjPOmtC5RBuF1CknT1cWKyouxlfbMiFN432GHlAAAgAElEQVRgBy5Fr4ZbqxGTDscfkxBUmHflpGt7GSz7o1XdAaztAKXPBlN8wfkEl4DpOaojhurVYSl6dlXB+2FkMCH4hNVJStB+p+irlGI+Ips4pCMTot7WZE3aW19Ql1DdOqC3yFznr27tg0vWshYAagjzHJNVG3WEgq4aJr9zDas4KxkqvepS0GKLdpGzlDfOEVa2Zw+rnPmVRynnac/uiozFyRTn+vho8Jb5csy8nGzgo/Mq48X5WXzn2bMCiQkc+QwfunZhbOHFssQPBopBPR8of5Gu6q3iWbjLLFzfbaEEFv8/e28eJktS1vt/IjKz1l7OfuasszEsgqA4l5HncmWGYRgGQRQUZRUQQVmEexXxuoDbz5VFEJQf4qC4oYACoiBckE2WyzrDDAOzz5y9T58+3V1rLhHv/SMzq7KyKru7zqmew/Tp7/P0U9VvZcby5hsRGW98441ojnY0xyjcF9TOjUwfnQQtPsV60kf/Cngr8O6C3+8CHisip5VS1wHvAK6YZAGq1SphGA49XKXhRPsr1Eq7qDm7cXW1R2mDQRqXo0rUS3uoOjsJpUnDP0xom5RUhf3ugzjgPZiGnOYu/0ZO2+N4qsxF3mVc5u5DlMNiGNBJOsGycqjiIQ50TEhARq7jRt224cAbWFsiDnWbzDglpnS8aQ3iGC/HmsKUC/UkhL4FItF0OkLVgZoTv9kr4vNJAhs3ck3M7ggttK3H3MIsO6ohu8pdKo5FYfE8oeIGBNajHbjxm76Abz1unLuA2YrPrlqDuhdiRRFEHn7ooh1wML3ONLIO3aaH61oqjo+X0DhD4zB3agbXtczUmlTL8YAgAmJ1vOCo++mIKIxN4jup9M0/Ph9Ba+guVvDKfkylJN7Z3F6ewQQulak2lVobpQUbOQR+FRsq3EqIV44jbiIKY8tE8yXcaoBb7aIdG7uOrIeZ24pTCXHqbbRrsYFLsDRNuFTFqUV49RZOKUrWljVECnEUSkdxeUVhAxcbeihX0CU/poRaRdCsEjRLKDRKR33d+SUkEpySwUYqLosoWu0aC41ZRBRTlTbVUtwhNP0Kp1ozRMah4gaUE5rogl/m7sYsrUBT1jbeg4JwKOjw5fYix3yfg+529jpbKOGwJB3uNgucUA3qaoqancLBpW1PM2e/gzBMaSyiWKYY1aEVXX8m9NFR8qKyrEYfHSVfqU5r1UWfJjo6MN1a6aMQrxdMT08PlelMsa6uIaXURcCHR80IctdtBW4SkX2rpTkuffRrX/sab33rn/Ge9/wT3W534AE52kmiJGpEbI/Slv6+tfIgqs4OHCdm5KTUuL2yix1sTw6RjztmQ0RJCVXtoR2FsmkoBuhGBj950L03e00msqgeoIP6JmTZBgMMIUdrXIF9pVpCyUvudRTKCtsqDBxDkEYrvaAac8N73gytsEZYDB2MqNTzktAEDVfsOsVUlg6a6OLe5VlakYtKy6rincwX1JpMe8GAHNKICqovJ9afo6LYHZSjldZKbbbONOLooD0ObLZCGbaMUmgdUa13kjUS27vGhtBu1YF+BNV4452hWvN7euinaShV/WStJslPa7ARpZlOsrEtVV483IadMhIl9E7bl5e3LuFWQvq0z/g+EzpgnHhNoVcoCLseplOOR+lsFFDfIfJLgxRbpVlarnB0bnfMEMswYyMDXeOhVJ85prSiHcBdzSkEhbF9n/9y6PPhxl2EWEKJQ0y7ycuSo9ITyCRpIxpjIuY7NxJKB7BYOftQyqsd0h6rQo2UF1E61/a9f282KmlRXtnyDb1QFnTg4+piLfIUnudxzTVX84pXvJwnPOGaDUcf/RngI0U/KqVerJT6ilLqKydP5l00K+ORj3wk11//Tm655SZcN54Apco21iDEi15ZSlv6e8XZNtC4UmrcVr01PmrP9h+Cg0vNreAopzcIQPLyqnVMEx2g/SWLWTm5JHS99HsKYy0lFceHH6Ce9aKVZkI3ENP+XC29GUTa+YmNJ/UmXSuQ/vUKxZQbDdJBJZ5R9MIMZI5ntKKoutGQnN4ica5uki5ODtNKy+Uk3wEObLZCMiB3HBOHqMi6Wawk6xPOIPPSCFonsYQGvH7SHwCy+SWjft9F1NcFopDQYYDGmcidUnoimB28zyYutoFCgU1DeuSigFrrDekIsbT9OiKD0UHFgkniMeXpwx3jYpXTGwRS+aLxCZUQWNurcmTivcIGwYjNtBFLJCGBbWElwiZ1mMQh7ak8S5nMHyI/mj7al4+ifRZ9z9NBs1FJs+XLD0Q9XeRmC6n8bHWRl+fpo2kZarUa7373u/jwhz/Etdc+YWPRR5VSVxEPBK8pukZE3iEil4vI5Tt37iy6bEX4fpfBXuDMMS4Dsuhg8YlmXnzDGNL7GcauxIao9XgYkyZ6XurouwyFNHRrBw7YmiTO6UCglHo48E7gqSJyaj3y+NSnPs2P/MiP8b3f+/0D00lYna7VjeYTl1FSXh0vgM0zh5EISRkvKnYNNU2TSCKs6gcHi4iIbJdIwn4kRsAqixGDwcQHlyQwKgIiDMHA9UorumKJrO3v70rkke3HgM/KAxv/WaH/1tujA/avi+scv1svBIO0UlHx2kDZTfzfGXoqQCMojaSJijBAN03LFZlk5qIycgUd3xuklUJycLrGWI3NyAVNGLlYo7EJlTKVx8HqshvF4jLHDCQGqa5JxNWYstkvk6h4RmHCfhTTOP2ElprSPjM6EoGgVYv9+MnSW0oHtUKOnqoTSmzMjLI9eUITFZtEgu3LI+tQLnXjs+szb4I2nhZhksixKQw6ZolZBuzCKsWMU8aVeNNij0qZ0j4liNcAMjavcXB0ObGTtO2sTJlMUSRfjT6afyvORxfNy7P35L9nZw/56KTZPPLyfJlWo33m8yuSj6ujND/f7/KSl7yUH/zB/8573vOPheGzzwTnbI1AKXUQ+CTwPBH5/FrTHGeN4NixY1x00QMIw3CsFf+BLeO41LydCX10mWZwFCNdHDz2uJdw0HsIy3KKu4ObaNrTODjs9y7hsvLDaMoyt3ZvZMGcJI3E+IDKo0A7nJQFWrQBmGaKLbZKJB3uDm5k3hyJ5Xo3F5Yup6a2DZSvrDQ7RtBKXQX1UvwZ2b7HwdPCtrJlyrFxnKIkeqeVeH8ACBVtqTjxjmNXGbZXfequz1y3ytFWFd86SXRTy1bP4GhwlEmiZAt1N2DaC4lw6IYOJok+WtKWihdHDbUm5fxLEs8owHUMJSfESWIEuY5Bu5bIOCw163SCuAOqlny2zTRwlKHrlwmjuLMtlwNmZ5fxvJDQ9zCRm/Dp6a0fOK5BZyKuxhuMs/agUMqiPYPWBhO6REHsnlGOoTzVwav4dJs1uo061jgoZSlVfcoVnzAsEXZL8SK3NlS3LFPdtkzQqtJZmElOZLNUpto4dZ92c4r5YzvptqsoZZmabrJt+2nCsMTS6Rn8blznSsXHq/p0ghL3nNzJ6VY9ljuGmhtiRDHXqdIIY6JB1TFMlUKswD3NEie7HgJ4CsquYMRwdydkzo9DoocELOqTNO0CrfAonWgeweKqKlOlvXh6mnZ4gnY0x9lGCc2RtDLy4gXdScjHK+P6pX02+YyS12pV3vvef+RJT7punHwL1wjWbSBQSv0DcCWwAzgBvA7wAETk7UqpdwJPB+5JbomKCpnFOAPB3XffzcMe9n20Wq3xK7BGFNG7imhoO2rfQ1lvH5Iv+3fTCA8NyXc7D+KiyqOGTg2ra5c9lVoummRMCayVcusRgKuEnRXJvDPGUAj1UQfCAyf9lBs/iEumOvlz1gGoumbkTuZqyaBH7JnYMdOk4gzHVF/2a3T90pC87AbUSsOUuXLJp14PBk/uApS2eCXLkPIYDr0BfcZSHiIQRXkqbQztjNadyuyvyOLEwg6i0BmSOy5D5Qc43NrKYrs8JG+FDh0zTPpbChSnI4f8gS6LUciRMCAyg7pYNie4w3ya0Aw/h3NFmdykj/ZR1L/MzExz/fXv5OlPf9o4edz3+whE5Jmr/P4i4EXrlT9AuVwmDMOxH+I4I3MRvauI6rbYvQtPz1H39lDSswD45jQdMz90fcmZxSnPclIdp840FWog0LTz3BPdxk1+mweUHsYB72Ic5WJE6IrQaAt1V1F1FFrFb/4dq7i3CTOeMFOKB4y2sRzyIxb8iIM1h4uqTm9nKcAWzxCIphulbgfBVTDXKVH1hLoT4WrpbUw63C5R9yzbvYCKYwHB0xZHYl3Y2P+CFWiGHkeO76RaCjk4vcRsOfZ9toMyi+0qVjQlHeEkbrPAOiwHU+iOsLXaop5uUhNFo1On1a0yXWv1aKjWasKgRLujqJR9SqUApcAPPJZbU/iBx8xUk+laG62FMHJotOr43TK1aodatYOjBWuTvRCRi9YWrWzv7Tbe8+CiHcHRpicPAo8gdJNIrD6OY7FW0fHLmEgl18W6EAHfuHS6JVxtqXtdPCdeuG0EZZrdwSYqAkuh5mjbw6KYcS3VZFxpRXAy0PiR4GmSfSNC21pOheHQINCyC5ywt4wcBOK8xu/4itvO8Izg/k4fnSSK6rASfbRarU4s/w29sxjg05/+DG9605v56Ec/ShSZ3nmn8Xmog6N/+n9+FF5NfiZ0MKWcPg1TKYyN1wOUUnhqiu3V70l2PCf+Ru3gR00WOjdjibBEiAglp4QnFR5TezoupZicInG0UmuEGTdZB0kYjY6jiCLLnO3QjgzKiaOXuo7GGsvVO0ts9XSfupp8tiONEUUa+VQl9FSDIrT0zlJO3S4X1jrsq3VQju6xcBBhwS9zvF1N/PaASjbBuT7bK2Hi/yXRBRgbh8RIO81Yj+CqkF21dsrQjK934o1rs6k8UUYaobXlV2KGTbIZLD6X3ibrHyr2+Vvp0U23zLTQytKLfJpQWJVKZgEp1TX5DCOXKHIyVNqYKRRZhyB0UWmU2UQX7bBEw68MUG8VQmB0EhiurwsULHY1dzTLoPrnB+uEPurHZ/P05Eor/CjiuOnGEUNJWTiKrmnx7eDjBNImpYPm20K+jfQo17m2UCRfve3E1M0zpVJm/ferRQTNX5Pev9Zw0CnlNK+Lon5kvfoXpRSlUolHPvL7edWrfoEf//GnD60rrIRzMiP4bsFjH/tDPPaxP8Rtt93GQx/6cOLDp2Jl50f/9P/8VGw1ed748nSw9AEP0sH6oXsH2YNCyZ1Fq0HXiLEG3yxhVdgbNAACE7DFuSAeWDLeCGOSpcmko0y9I8YIEUIrSo4WSTKPTLw0OesmDSV1LdjYnZRuEeiF0Y5XoAkSamLqopIkTMG2SpDQ6zPcW2ApLMWziwzD0oii5CQxdgZ0EQ8EPZ9/AmvB8/qDS+96A04SriE++L1fVmMdjHUH0zdxWY3VA5RZMTGtNF72Vv06ZCmy2boln1EUu9L6VNr4wjCl3pqsHLpROXd9vDDs23jhfMCzJLAUuZic3NpkPQhywU2FrlgMkszE0uuFtj1NRBeb2Ymdp0zm20ieQpm38fHbzjBlcq1tZ5Q8+1v+e9Fh9Hl5ng7aL9NgHfPX5fuRs+1fUrPO51epVHj729/G8573XCaNc04fva9QKqVxV84eRfzdSfJ6izNf/ywmg4KCFunovqjXOdPd6IylqDwTLOf9xlw2kcHop6a1olweXi+aBDb8QPDVr36V5z//hTz4wQ8diEue/UyRp2sVyUdR3bKUtvzB26Oobo6O2S0KjeP0Y8Y4jkdoWwj9GO0ASgueqmHN4E5Dx/Fo2kUiG2GV7duQhghLKCY+XDxDK9XEoSbi8qV1jOmjp8J4htKjKCZ0UJ2+iPaiVcb/x9wgMlEs4zQXfDd+gc7U2aKo6WSxN1s3pegE/einKSTZ1CUMyrVWhCbjfukriTBysIYBuqlVMcvHWgYoliNXvOMMkrUBJ6aXZuimkry1D1Jg41mL0jIsB3RKJ+7pIl5z8QgHKbaJjrSYIblBUdMm3pOiB3XhKFDCgL1YbXARQhsiGRqy1oqqmkWLi6O8DP1zdLTPPAUyT53spztem8pSt/O7erN5jWpTWo9uU6t9z+/STdMskqfumPXWRVH/ktdRu93hec97Addd92Q+8pGPTpbJtJHXCE6cOMHBg5dgjBm5NTzvhyzyEaYoko+zuOyoMp5To+buoeJsA4RONE8rOopCUff2UnG2kwbEswQYG9AIjsT7GpL5v6NLaFxq7l5qXhxBtU6NnWo7ZSlxitOcZgmDYZoq+91dzEqdho1oRGHvzNlRi3hTjuIB0y4XVxx8cWgEikjiQ83LDnhKMErRDekvImso6/j3umPwlCQB8ALqbkjXuJzolGmEbqKH+ERGR4OLSXZHC2XHUHXTxVKXrokbQ0kLM6UITxumPZ+q2w8CZ4j3CbRDDz+Kw2LXvICt9TYlJ+JUq85ip564oAwzFZ+qE6CV4CjbSyfm8UNoPfwwPqnNc0JmpjpMldtE1iUM4l28SllKpQhXRwSmRLtTwlg3idNkKOkQg0sUxnsVYmVDaDQdU2a+VaUdeSig4kSUHUsomtPdEu2kzmXHopWhbRS3L2tOdOM9E1VHsaWkcVVMFU7X9wML80Gbpmnx7e6NHArvwGCY0RdwsPT9CQ2539k07RzHzE0smqMTs/Vx29S5oI9OOs+iOo/LBBpHR9VqlX/5l/dx7bVPGF3JEThv1wg6nc7Iw+tTpY5iH8CwDy/FOA+viIa2tXppjj6qqHm7qHm7RubZDk7SjO4ZONEJoKRn2FF/yEC4gRZtWtIeKlODDreFR9kle1E5f8SottM0wjcWQyqz5YG3F0HRNdAdQUKNLOyrRbgZB7ZFsRyUOdypE+ZCpxuBuid4uaikvnFpG48cwYXAKrSK2F0bpgIHoUPDVAeotO2wTPN0GatykVuNS6MrTM/46FzkVrHQ8GsDstB4nFpyUVMyMPkQ0fh+iaWwTnYqL2iCUGPUMEUUgbsb2/Ez9FEBOsZjPvSGdOQbh1tbLifagw+pY4SqsUyVB984yw7M2zv4r/YXCU0/4u6yPcaRwOOy2v/onYqmlGLa2Y0ALU4NMYeK2CpFne2ZtKlzRR/NLm6vVb6SLtYqT1Gki3H6F89zaTabI9M/E2zogSA+tP7sQrUqNBV3BzV3F4FdphUey5xHsD0+j0CatIJjvfMI4nMK9mDcLs3gKJF0euktde+l5CxQd/fgOVOICIFdph0eAxR1bw+enu51wBV3K44u0wyPEpilXjqhbXGydTN1dw9lZ2vMKMBjO1up2AoLnGaZRq9btsowzwnqTFGVGgqNqxRbXZdpx2UxiliMwvgMeGBKe5z2oeJAxY29EZEYDkdL3BMucoE7zYXuViraxYrQioSvnlJsK8H+Whz9NHajgIdBO4og2VAmAr6F5Yai5DhsL8Wb2USgaxWLoYMCphyLlxwKFAkcbleZDzwO1FpsScJCB0azHJbxjcJV9CKrWoFQnJjUQ9xVp7Mf3zocXp5mS7nLVMlHJ+ykRlCmFbp42uIlG9CsQMe4NBa3MVvusqWS0EoF/NCjE5RxHIPnmF7Qv8C4+JFLyTFU3KB3/UK3yulO7I4p6XgWFJdH0Y4AUThKeulEArMuuFXFqUDoGhCENh2OR6cpi+JSbzvbdBWlFF0jlGUvD/eu4i5uYiHzpt+R09za+RS7nAcxq/eglKZrG5w0t0+UPjoOitIf1dmvJF+pnPdFHpPAOIMGxPTRUml4r82ZYkO7hgD+9V8/zOtf/0a++MUvYa0hiswKFLiY0pb+Plu+mLq7Jz5c3qo42KSxWBWgxEsOo1doHbMgrApR4sQ+P9FJR2JphcdZ9u9M2IySuH0UCidxrJiey0ehKelZtlcfAujMm4glMC1OdW/CZhhHjnbxqHJF7SlUqcd5WxAthDbiDnU3gYR9SpuOaauPKl/KFlVOIqjGfmcTWVpWUKJII6LqhIZ6N8c4Ep1CO5rQGFzHwRrLJXovU3YWndBQHSdmwVw6ZTlQY4iGuhToeKOa6rNKgcTlFA8cWdd/fMgOaSw7EHC0UNGGfbUgkas+k0cy7q40YmkqSKmmiVwnYRXqronLktQ5jtBqiXAIbT+CqnZiRtH2agcXGbherEVUvHaRly+FHic7MU3UmL5OLBAaEt30y28h3v2d1iOpxtGgyec7RzAYkkAjOCimqXGxOpC4oBImGhENs8CX/X8jtEHv+bu6hFjB0xUC20bpmJGWbwv5CJpFbSRPH+3LUxpzXj46/RRF8pXcMOnDzzOQ8r/l08h/FtW5WBcrU2mLdTRInV1rvlprSqUSl1xyMa961S/wghc8vxdIcy04b11DAE95ypN5ylOezA033MDll/8gsBIFbpD2VXMTWmbKgLSglMahEjfSDHtQKY2rygMRPeO+RxPYxXiRrydPyd52gNoX32pwdY10Hb9v9JrQtuJVQcmU2UZsd7ZSVTW06B6FUFkVxzmSwboaa6goj1ldQqc9DMQdo1JoGaSPpofoHIpOIUhPN1HyWbb1OGqlSXUYf24vM5BOSkNtGB1nmdFRqrJcEM4e8mc+G6twnWRBeIAPmn6kPWouk1yC1sbDsbFqJDU2TEOJ93QBoOIz6pUavj7x7eflC90KNnO4fPp7ZOPF5CyVFpJjQTP/I7E1HDPLBLkTviIEl3JMK80k4uDStKdjogD95x/ZIFFJQiLo2fBgIfIRNIvaSJ4+2pdTIB+dfp4+mpfn3S15eZZTO+yaWdl1U5R3imJdrEylLdbR4PVF6eflpVKJN73p9fzcz72ESWPDs4ZS7Ny5c6zNFyuhkAF5H9BKC9NSMlp8X1BaR+dcIJ0gZ3LspL67dLGCIY0nXyELPeIUvpWuP3c6Go1Jtqlx0zpXNPGi9F3XZffu3euS54YfCG699dbkwOfv7YWbSBWdV3hWrpQiMMsDkRhjxOcWZA/sjm+yRCYaIRcciYOFZelnjuMlI7/CcdyM3CG0TbIHf0M8ZfZ0PT5/YIBu6tC0ixhjBqKVosHByUyR03QUoUT4NsJkF0sVRBJhCImIev1BeusMNTSqd76BUuAqhzadXrrZtOa7Eu9ozcgNirIyg3RTwGohiAxWLHagzipzLkuGbqoVvo1dVgOdo47fpPO00t69krtexelbydFKE9onMBC5M5WHNllmztxi6KeVzcOgKOlokHpLHAUUa/surJ4crDHYnO6sgq2qkuglE3FTQ1vaGBshOuPf1paamiUy0SBtOUOZ1AM01P4MdNBeBqN7rqXtFMlXSjdPyU6/F9FER9FKV/ueulfyZUjdO3n5ajoqoo+ujy4UzWaTZz7z2Tz72c/lC1/4wkTXLTb0GsHJkyc5cOBirLUD5xaP4590VZXp8l7KegcRLZb9QwRmCUeVmSrtoerswtBl2T+Eb06jVYm6dwE19wKEgGX/EF2zQDo91crD1RXq7l6q7vZ48S+coxHeO3Cwd7pIPVu+CEf1N5GIWDrRKZrRvYSmnblesdM5yKWV72dKbeO0WmJeFgiJkrrF2+SzdNGtusbF3g5m8bgnvJubWjdy2iyw1dnJg6sP56DzQIxS+JHBAF26LOhFluwSO7xpDqptbNU1jEDLCsuhxSihHQWEWKoaLplyubTq0rWKe1twyo/LWnMVZdfiE3JneJITZhkHxUFvCw+r7KaiXEraUupRROm5PxykRzetOpaZksFRFt/qeH8BcZC9imdxRgR+ExUPIi3r0gri0BlVx7C1YqiqkLZ4NHyXSBSuEqolSwmDVZowihe8S9owUw4p65DlqMSRZplG5FJxLLtqIdtcn4bxONIssRi6cTBAVygpwRfFybaiEcXUz9kSTLmWrgh3tQJOBAZXwe6yx56KJsBwS/ck94bLPdpvfEhMTCvuRCdRKPa4F3Nx6RE4uNwT3sSR8DbC5EzocSmQq4V6WKtvfzWf/1rXAvK/nw0mRQedlI7G1YXWmnK5zIc//EEe97irxqn3fR99dL1wvkUfrXt72Va9lHwW7fAkDXMnUTTIiio5s+yqP2xkFM3sIJDCSMiJ1v9FGK7DdfUXj5ym7qk6I6eSt3RaBHneJ7DNq6LtcDr3OEdYzDChUjxmai8PLm0dkQP9Bd8MXGWplRWSy9tVlnpZyCsvMIr5oDykUxAqI1ifINSc/n6DLI50Rkcl9dMzDnJYCBSRGf7huO3SCsMh+ZJ7iqY0huX+3TRH2AuMb5PjcvwnhXNFH510HpPAuHsOJh19dEO7hhzHGZgJrAeK6F1FNLSGf4Rl/y4i26eUhqZF15weeX1glljo3EZg+pxhRxy2670c1P+NKd0/sU0rj5q7ExnR6cLwIKBEMSUzXOo9hq36IKpnDpqqu5O7OcQCi70FR4g3MHWj+OD7ND0rlnv9e/h259McD28hlD4dsaIcqmhKenB1wFPwAGcbD3R3U1F9V1edCoQ15rqKIKPCZmS5pRlwc8NnOeqXxwi0jGa+o/BNv/PtGOGmhuE/T0Qc6/YXFUMLcx2HU914T0RvUVNg0Vfc01QsBZlFbIn3MCwEDu1IDcgjq6g58Vt+OjqJQDuCxS60w8H16sD0F9P7zyQ+mtSzmpry0AMbvk5xvHvjkL0AVN1tzJYuxVWD+x5g2CYdVWK6dJAZ91JKembV67NlW09s0kdXT38l+mh+p/PZYEPPCAD+9m//jj/+4zdw6623EobRAN1rrTSxokiMq03pRkVGVEqhVXx2qudUEITIph3n4PmtaRrxM9JU9SyXla+iJFW0jjslKxEhXU7qI4CXUF2Hp5UDdbLCNnZSsTW0oxADouPd13P6HqzSPcqsqx2stTzIPcgOZpKoo31a6R3hjdzQ/jKihMAGuI6HMYaHVq7geyqPQCuNkthPb63g6Jgqqklc6So+F7dpQyKj8XDiexRg4/0Pc5FP25jYRy/xGWazrsODpuKw3EondQWMWO7odFjwbUxptYKrFGUlPGS6RhjFdTMmoY/amK/fjehTYLVCxLKnDg59t8xdMyQAACAASURBVJpO6KDTXlyGPDX2eFdzqqvitYeMjlydrh0kTKXk+lCErrVJZNBUR5Y5c5ib/c8SSAfBxqHErVDzdrKlchlI6mMWrFgCu8hC99vYhAaasmkcXWZ75SG4qo7jxGyt+BSyLvOdmzDWL7TpPjUydSmuTJkcv02NjuiZz2eUn31Um0rlo9pOnh20kjxbxtV0Mal+ZK39i9aaarXCli1becUrXsqrXvXKsWIPnbczAoDnPOfZ3HDD1/jEJz7Wk62VrpWX5+lg+d+zRpiXZ+8xNt43EJg2oekgYpO//jXZNOL/DTW2UqZCfOA9Ca3QxaJxdAWldJ/qWlBGEcHBoWJrcTrpqZrWwVEuojxiymxcl8jGnPXtMhW/q+ZopTe2v4ovPkFCS4xMiGC5sHQRDrpHZpKEPlp24s5VQbJpABw0ZcqU8dDJAfNi458XgpBmZOKFWBtvOjMCJaX7dFErCaUWFgLD6TB2dEUmvj60guDgR3EI6vSt3No4rU7EIAU2SU+nM54e3VQQ1ECdSHSigFNdeuXM6iiyqXzwPt9K0jlndaQ4HH2Lrm1gJSYfpPbi6SnSSHWxTcRrSUHUQjK2mz7zsp7Fc6ZQKjnYPrk+Ml0kiTxaZNN9amSR/MwokH35YHop8vn06xr/FbWpbPr5tpPHSvJsGVIU6WJS/cha+xfP8/jt3/5NDh26i9e85pcnGoBuww8EKR7wgAeMtfliJYxLKyuireqC61dEQaA0VUATHJvqNi4lc0JU2snqoqhQBeKJsQHHzLeg9RVRPld8loX00fFs8lxRI4vbzvrTR8fVxbnSUblc4rLLLluX/Df8QHD06FF+93d/j4c//JH4vj+gxDwdLk+zzF7Xl+veSJ2Xj6K6ZRefsnLX8Xondg3SR9Pvg3KtNV1ZxkYGdMYNpUGjMSZC6f6bjFIgWKw1Q3JDhCFCVOZtTMUvm1qcYUNTlqbtDNBK08S26p04ys3V2eNkcDymp2auF01ME8UOWJ7ohDKZ7pzqVRo8rRFkgD6qHUXbWqyxA4OBaMHTQmSiAR1prQit7R+ok6mzou+WycoNEMnwErolnkXkPckGKGs7SDdN8o7fxAcHHNGCsjJUZ9GWumxN7h20Iz9aJk9PVjpmtqUujH6+msh2YldD7nqtS0O00tTeU1dE7/o1tIlxaJLjtB2tdW/z1VpopYOU0SLK7Lj00WFdrKSjteti/P5lebnBM5/5HF7xilfyrW99i0liQ68RnDp1igMHLkIEut1uTz4pClxfrsieEbsSDQ1ROLpM3d1DzduFiNCJTtAMj0ISfbTm7gKl6IRzNMJDWOkft6nx2O5cyB7ve3CpMG/v4ET4HQJpU3F3MFPej6aMb+dZ9o8Q2Q4VZzszlf04VAnsaZb9w4S2xazey77yQ6mxk9DxWZZFAnxQSUdiQiIaLHcP4ZtFdjgX8ODa97FPX4xoRTcyRAJLZp5D9lsc8m+l7E4lkVW3U1NV9rs72Cmz+CrkkDnJvCxRVi4XejvYr7cQYrgznOeYWUSj2aO3sUdvwyIcsac4YU9jRajJFDOyBQeHqnYp4+IqxbSnmC4ZIOLmzi3c2LqZlumwzTnIgdIjKDPF9nKJbY5HRevB55OsEaTuphAII6GjDKcDH18sWz2HC2slZh1NyypOdiytCGY82F9XzLqW05FwWyPgRGApK83WUpk6DiVXU9VxiAwj0BVoBJaO8jkUneSULOPisVNtY9ZO4dPiTv8GjkV3Yhh9xKpWHnXvAureHgCawVHa0YkB6vFAHXGoujuZLu9H49I2czT9oxjpDlw3rs0Xnco1KVrpWimcZ4IzpY9Orr8YT54vj+u6uK7Df/zHR/ihH/of49R7kz66XpgUfbQIzeDIyOijK+UxDh1Q43JB/YqRrqUjzc+OLNMT6i/AVcMBr25RtxPIcJC/Yh313/hWKyfALrazR+0eoo8eCr/Nd8wXCHJU2gOlC7lm67U4dtglOCqPwFq+02kNhbQA2O5UR+6Kns/s5cji8tkpvBFT+I93bmMp6g7JF4Kb6ATDzLGiZ7wSNumj920ek8AmfXQdoZT6rqOPNv3jNIJDGNvvtCLbZdm/m2X/ngyDCIwN8M3i0CCgcal7e5lyL0ziEq1cJo3DdudiDrr/jSk9GO5asCz6t9ONTg8sUnWiU4V1vtn/PMfCOzDJSrMgtGgTybCuA9NkoXMbzeDowNGIoW2z0LmdRnAYk7kvsh2WunexHNyLyehCi4O2JVomwEi/fiERHS1Unf24qn+Yt6dKXOAeJAydgRhGkRgORQt80z/MadPqL06K5bhZYoF5fDpIZrSpaZeqjuP/Z+Eq2OGWqev+QCMiLJsTfGrp03y7cytRUmcRYcG06UTDOgpNiyAcPaCMOwjA+Da5SR89uzwmgTOhj05yrWBDzwhEhLe+9c94wxvexMmTJ+l2uwNTsLxLp08TXDsdFAbfIgZooloPUODSNJSK5WV3GhCCqIXSCkVMgfPcOgqFHzVwHAeR+GxWV5fZUrmMkpqN6Z0JHTCSFgudW4isH9MEbcyc0MrhIu8KtukLkyijGktEJAG3Bp+gbRczunARC2V3msA04rUEGxXqwnNKWCPsq3wv2t2CVQYjfd12zQJLwZ3JgBenb42h7M5gJCQyHZQiicgZywVDGLVjXSiFMYYt3n4uKl2BZyvono4E7VgW1Sma0o6fm8SHsGsMD1C72KUvQDk6DsQnIMpyuz3CCbOEozWRNThK4+IwpcucNu1kLcEklFfFA/VBtut6vOAq9OirhoT5lG5uU2BFuNn/Jrd2v4ohwkpEyfEw1nJJ/WGI3kYgsY5UoiPfnGYpuJPIdgEpsJdUF3aAJpn1Y69VvhJlssjW82+q4+6mLWo72fawGh10te9r1UU2z1QXa6Wbnoku1upiWmv/4jgO1WoVz/P42Z/9GV73ut+gVht+ESzCSjOCDR19VCnFK17xMl7+8pfysY99jCc96UeALL1rcBDs0wQHR+E8jSsrg+zB34PUrzwFrp9GnI4fLfd/z2QZRP2dpMb036JLegtlZwuI6l0f0wGD3tt21tVSZQvbnIvQOL0okxoXkS4du5zTRXx/N0rcEz3q5GhdhCae0QSOh0M4dH1+E5RJDkrxzVJGR5CeQBOY5b48k2VdtlGy1Z48fVNftk2aTjuOiJo8N4Vmu9rKbndfHEU1k86SaTMny1gEm8ywIrFEWLpJ2VLVWbG4OPEgkIa4TgqsyDQa6X9qFN/p/l/CjGvMT3S0LB6O7c8EUqrncnDPQJiQ0fYivYzy1MjstavZaNGb5Wq2nn9RXE0+btsZJc/WJ5/nKPladZF2+muRjyr7uLrIy0eVq0g+qn/RWvPqV/8iv/Zr/3uim8lgg7uGUiileOQjHzmxgxyKaWUFNNEi+miBfKU8iuh0hWkVRCUtjEo5Jgp1MWY5i3VRPP0dO+9CWmZRDpOZLU/qWa7kChibulwoPzfUyPuinJPK+1zRR6vVKpdf/gMTHwTgPBgIFhcXedvb/pxHP/oxdLvdoYeb/l8kzz+UdPqYp4M5jjM09Y3lOjOir40yB8MUNa01kXQxUY4+qOIQApEZ3HKulMIQxLuMc3bjaC9mL2WimKZpjauLMGpDjmSptUZLBa2cIR1lXWh9uZvIFVoPUiB9WcbKMAXSEXeYDqgUgUSIGaaJesohsoM0wXSMERmusyghEovVucEgmfXlTvzEKkNdTQ/pKKZ9toZiOWkNypaBYYrlKB1laYVrtReg51LoFT9Js0ie7vYdhbyO0nvWr+0U2YtTSCtd6XvKdsqXv1gXdoCGWkQfHVX3/P/5gatIR7EreLSOlpeXec5zfprXvvY3OXRodJypM8WGXiNYWFjg4MFLAAaYQ0UUuPz2+fz14/sI+7tGs/I8svev9r1PH9yLxsG3p3p00Pi6uLHVS7uoOhdQVjPUmGKaWRxxCZ0uy7JEV1p0zCna5ih+1DgrqlvJmWW2cgCPLQN+1tA26NgTNP3jBToSHOUx5e2l6u7GEtExJ2j6R+Pw38k9JTXFbu8ydjkPQuHQcZo0ZZkoCbsdx+dR7HG2cgHbqCfhmm2y3fiUanA4OkkjCZm9Zv84iu1qhoPuTuq2QqCFhcCnbSNq2mGrV6EksCSnuKXzde4N74xDQoywi5KeYaZygJLagiWg4R+mFZ2Agesnby95FNU53xYmT5nMr8edWZtaSRdFGJeRsxYf/nroKF/OfMiJFOVyGaXgk5/8OI9+9KNXrHtOD+fnGsHycuwHz9NH04eQZwjkt8/nrx/lCxxlZKMe9kry7P2jvmfzsBLSCA7RCA6NpLp5epqdtYeC9N9w2jRp0+wH7lSglENN76LsbuV49KXCOq9FHpglTraW2DP1KETKvTKXnBlKzgyhaeFHjaF0dtYfhseW3puPQwlPX4yIpRkc7dU5kCaHgq9z2jvJbPniOIHMi9QOZnlQaT8qF2zvtG1wqzpCGA2eCi8i8QLvaj5hhHlZYj5YZq89OEAfbVtD22/xlc7fY3Pby0bZS2CXmW/fPJZdTMJesihKK12YX0kX+bqNL1+7f/1MdVGEsxkEsvevVX6mOsqXc9QgAOD7PjMz0xw9emyo/GeKDe8ainKdwKRRZIhrXZw7mzxGUd2MDVj2Dw8s1IrEdNBF/25C0xqQ+2aRcXzhnp5iunRhvGidQVXNMmO2U5HqQHKR7RCNOBzdo8aM3UVdplEZP4uLwz59CQfdh+AyuKYTmEZCNx3cL9Al4HB0Ej9DQxURlDhsN1sp4WXklk40z3L3bkLbHri+Gy2w5N89EOkVgZIMx3QRhACfqdIBSs7swG+uric6Gg6lPa5dTNJeitL6bvMKTFIX5zKPSaDo2YThZPu1De0aEhF+53d+lz/907fR7XZptdq9N6A8dSz/Pf92Ffvs+m822encmVLair6fLTUuDcDmOTUcVcE3i3HZEzqOoyp4uh4PAioOaLeaXqruTmbKF6Hx4nDVKg5foaOAHfoAHjW0cntv2iflLo5H34ypsbHnBmst085ODpYup8pWtNY9yqxxQmZ0mYqtxO4l4hASx+xt3OJ/MTmA3UnOGDbUSzvZUr4MRCfpgFhhVk9xIfsQq2N3BHFAsq7qcIP/ORbDQ3E0zySqnetU8VSNrjmd6MgAGleXOFC6gm1qbxIIT/VmIU2WaTnLMWWVmAVmxeCbRUruNJpSRkeWpeAuumZu6Blm7Wg97GWl67P2krrysnafp1KmGNVOVmtHsaioTQ3r4mxpomtqI4VyIRthNK+LfN8AMuDOW0kXeb0M62Ll/kVrTa1WRQSe9ayf4g1v+GOmp6dZK1ZyDW3oGYFSite+9jc4fvwIf/mX7xx4GOln0fcUWVl2epudzo36bq0deLsYJS/6XpROtox5eTYfKzaJbtqkE81jJYqPMkyinEa2TSc6iZUQa6Oheo/Sy5bSZTiU+2cWiEYrjwv0gykzg8YljSaq0cwFN+NHjbhDl35Z97nfR50dCaU1psEqNFuZpmZrcadrQVmNo1xaUYMw2XxnrcHYiHikc0D6DdpYm3T6Civ9hc+0PJ1wieXwMCKmrwssoWnRjk5mdJQMjMawXfahxaG3MpwwOZfUApFEmXMaYl1U3Z04VHI6cvGjxZHPtsguJmUv1to12csou8/KsxjVTlZrRyIrtanhOq+lTZ2JPJtPsXxlXeTrkVfRSro42/5Fa83LXvZS5ueP8453vH2sQWA1bOiBIIXjOFx11WPXnT46PgXuTOijk8tjEigoZmH518pIWQuKbimijzp6dN5FZZUC6u24KCrnJGmL9x97Ga+cRfZyJhTK+zt9tF6v89jH/hCVSmXieW74gaDT6fB3f/f3XHvtk86IPpqXO06fApeXZ6ea2XSK6IDpSJ+Vj5pOZuX5SIkpiuTZKXI+rXxj0kmohGzU0/Q6IwEq1zFqR8chFHIUS6UFT2rk91VorWmFi9hcFFOlwY/CeNE1qz4FZRXH+Mnrwtgg3m2rB6+PCJOopIN6cHWJ0IRDde6zZnI3aIndRJkoprHcotADEV3TOsSL0DkdaVBSGqmLce1l0CXBwPesyyMrX097SeXDbcQplI9uO87YuhglX+17vm6r6chau2Z76evo7PqX9DmP0sXS0hIvetFL+JM/eTOnThWHgDkTbOg1gsXFRS6++DKiKKLZ7C8Arkb7OltKW5F8VCiK/PVr+V50b5F8pTqn8rI7Q83ZQ9nZQtcs0DbHCKJm5npF1d3BTOUADjW0UvG0WKBCjRm1BTdyiVSX49G3mQtvx+CPrPO03sWe8kOZkT1YDPP2dk6Et1JRFS6pPJxd6iIEyzF7B3f536RpT4/UhauqTJX3UnN2o5TTk3t47FBb2SZb0KJY4Ch3dm9g3hwpfB6jdJRGet1beiglmaKrljkW3MyCOUzZ3RLrQqpY5bPcPUQnmqfsbGG2egBH6lgCmsERWuFxhGFa8qTtZVy7OBt7mRQ18kzqvN5tZ60B6c5UR2fbv9RqNay1fPaz/8nll490+Y/ESmsEG3oguC+ij45D1VtJPsk8iq4fBY3LrtoP4Ohht1lR9NE99UfHC8M5nOx8fZBxs0p5XKdEZELyrCVHub11jrWg5u5mW+2BA6EpALrRAs3oLvxoOKDbODoCkpPghpkaCgcZOp0AtHIHguytlu/9xV7uC0xSF+cyj0mg6Nncb6KPKqWuV0rNKaVuKvhdKaXeopS6XSl1o1LqketRjnNFHx1Xfl/kPfJahHZ0YoBKmWLK24er60PyZnh0IDYQxBFU4+Bpay+PscODAICRaM2DQJp3Mzg2FJNfK4+S3oZW3tA94z6HUYMAMHIQcFSZmrt75EHx93d7uS9Q1BGfj7ooKs+k6aPruaHsr4C3Au8u+P064LLk7wrgz5PPieHAgQO85CUv5vrr34VSikajMUDXyn7mp2ej5ClGyfPTzUlT47J+w6w/OD8Fzd87quyDdTQ0w3tpBPfiuTVmvQfEkUBF2FK5JKFIBiy0byWigbWWZniIVngYrTzKeguGDn4URywdNfXWWg0wR1bT0bh0wIgGjaDFor2TWmkHW0qXonApuzOU3WmmvQsJpcFC59vJWkcxBXLU812rvZT0FrZUL8ahilYaEYuViMXunfhyal3tZZRdrNVeVtPFuG3mbNtOlq65HvaS11F27SVfh7Xq6EzsZVwdKaWoVqtYa7nuuidy1VVXMims24xARD4DLKxwyVOBd0uMLwJblFJ7JlkGx3F485vfyPz8cd70ptcPPNz8Z55ONkqeNc68PMUo6lqRXGQyFLi8wWTlo8o+VMeUbhq18PRU5veY2ulQIbDLmfRi3nxku7Si43SjpR5NdLQu1kdH2ftiWmm890DhZOrdD7uRvtUX6aLo+Y7U2Yjft1UejEsdRRwiPKaVlghsY93tJVuutdhLirXoYtw2M4m2s972kpWPajvZ69fLXsbVkeM4vPCFL+D48cO8//3/xLZt25gUziVraB+QjZx0OJENQSn1YqXUV5RSXzl58uTYGZXLZX7kR55CuTy8Q/RMkB29sxiXArcSVW/cPCZDB5wcLe5c0QGVAu2MqIeMTx+dFMaNMlqki5XKeV/Y5CQwqXKer/TRH/7h65idnR35+9ngfkEfFZF3iMjlInL5zp07x7o3iiI+/OF/4xnPeCbdbnfIgNL/i+RF9K5R8vwUDxKqY+awkay8aOEOhumjKYrSGkWBy0+R83kM10EhDEb6hJgaqXMH1GfvX6suUtpfUfnzyF43dE9yQE2elmkliiO05lTnaHfowPY03VHPM81vHHuxEg7pTmtAnInYS/YtNV/O+8JehunGOpGPR42chC7GtRdgZB5QrKMiXYyuw8pU2nH7l1FtZ2lpiVe+8n/y13/97okTYM7lQHAEOJD5f38imxiWl5fZv/8invWs5/KpT30aSB96/HvWoLLGkJXnjSE7dRslzxvJKN9kVg4UyrPfR4XJTeX56WaaZn6auZI8NnzDidaXWezcicWPXUAELHbu7E2b877McXSRlRfVJ3v96O+KWmknW8vfw47Kw6l7u3o7ebXW+GaRuc7XaUfHsWIQsUQ0WfIPAVKoo6w82+nm6YIr2ctc++sstG/F0EncZyFLfnws6XeLvRTVeS32ktdFel16elpefrb2kv39zO2lWF8ryVfTUd5esodanU3/knUJjdLRrbfexstf/kp27drLDTfcwKRwLqOPfgh4uVLqPcSLxEsiMrlwesRhqJvN5tDomT7D/BvWqIcMwz7VrDztNPLy9C0n79Mskq/0Pf8GlF0sG3WqVdFsI5/+qLpbIprhEZrhEbQqYXMB3vK+01HprkVH2XDfRfXP1s0YQ93dy0zlwjicRYIyMzjUaZp7eqe5RbbNQuc24HY8p0xo+mymIh0V1auo7tn/e58Y2tEJ2s0TOLo8cObySrq4L+1lVJ3Pxl6KdDHqurXaSxqy+mztZdQ1RbpYTUcrlXm4zkXy1fuXvHyUvTSbTWZmprn99jt4xCMeMfLecbFuA4FS6h+AK4EdSqnDwOsgDgMpIm8H/h14EnA70AZesB7lyB71uB5Ya6exmnySeU8K+UFg0hi3/EZ8/GiRirOt5xISESLpFjQmIbLDkU/PJO9xkR8EVsv3XNrLeutiXBQV5/zUxejyRNGwa+xssG4DgYg8c5XfBXjZeuUPsH//fn78x3+c973v/TiOQ6vVGqJxZSloK8nTt5Th30fLi+lgQEEkxvTaLFaitI2iquXTzH4O1+nMdJGX5w/QOFtd5OmDqTywpwmDJU6LUPd2AZp2OAf0D3Up0sVw2Qef22q6mpy9jL6vSEfZOqyHvYzSTV5Hk7aXSesiby9ZXaRpDOtiZXtZq47Sz/yhVmeqo9X6l5TwcsUVj+Ixj/nvTAobemdxikajwfXXv4v/+T9/6btuxC9C1nA3MRpFOkob+SY2dZHF/d1eHMfhuc99Nr/3e7/Lnj3jM+3V+RqGOsX09DTPetYz71f00SKMS6dbbzpgEc4tHXA8XRSlMylMyl5WKue4utikj2bzvn/Yy9TUFD/5k884o0FgNWz4gUBE+NznPsdLXvLSiUQfjXfJjqYbplO5vHwUPQ2K6WxpufMoSmsleRGNc3TdVpavlSbY18Ww3BiDVsMNr0hHK6GIfjuOLrJT8bwcxtfRetpL1oUx6rc8Jmcvo3VxJjpaWRej7WVUnTeqvayU/tLSEr/6q7/OBz7wQcJwMJzK2WJDDwTNZpNLL30Q1133FD7wgQ8C47Mdho1BjZSn31Ofal6ef7jp97w8+6aTvz7r41xNnveJZuVZitooeb7BjKIJZu8v1kUqVyg09dIutle+lxnvEsruNKkui3RxJt/TMuWfwWo6yutiNbs4v+xl9TpnsRb66Mr2cma6+G62l7yOzlQXX//6N3je817Azp17+Na3vsWksKEHgvn5eebmTtBsNs+4Yee/5ylk2QeXvSY1rLXKU4yivWU76aw8T3UbtaA2qsyrfV8Ja7k/n9+O2vdwQf0HmfUeSMXdQr10ATsq30fV2zp0/Zl+z+si1WO2sY8q2zjfs/+f7/ayVpyJvYyrozP5XmQvZ9t2VrKLIvm4umg04pAlt9zy7ZFpnwk29EAA8Vvs/R3jToGLrj9Xvk1Hl0e6g/K7gldLZ6XfJqWjjYD7iy7ui2d5f2k742I0XfrMcS43lK079u7dy9VXP45PfOITKKXpdDpMTU0RRSEHDhzg0KFDaO3Qbrep1WoYYzh48ACHDx/GcVyazWYv2t+BA/s5duwYWmsajWZv4Xnfvn2k8Y8ajQalUgmtNbt372JpaRljDI1GA9d18TyPHTu20+l06Xa7PTprpVJhZiaO+NloNOh0OogI9XqdarVKuVxmYWEB3/cxxjA9PY3ruszOznDixBxRFBGGYe8M0507d3D06DFEBN/3mZ6exlrDnj17OHToMEoput1uoouIAwf2c++9h3CcWBf1er2ni1TearVyOjqC4zg0m83k6Dxh3759nDgxh1JqQBc795SIWnXEWprNDq7n4Loul+59GEfnv0kQ+jSbsS7K5TJbt24hDCPa7RbtdgeAarXK1FQd13VZXFyi2433DtTrdcrlEvX6FCdPniQMQ6IoYnp6Gq0127Zt5dix41hrCYKA6elpRITdu3dx+PCRAV0YY9i/fx/33nsIrWN7qdfrRFHEwYPj2ssBjh07ilKaZjO2F6Vg3769zM3ND9iL42h27drN8vISUdS3l1LJY/v2InuJn/Xy8qC9VCoVKpUKCwsLBEHQ04XrOszMzDI3txZ7mcJaO7a9HDiwn0OHDvfsJdt2jhw5OmAvIrG9zM0N28uePRewsHAaay2NRgPP83Bdl507d9JsNgmCoKeL1F6iKKLVatNux+HUa7Uq9Xod1/U4ffo0vu/37KVUKjE1FdtLVhcr28tuDh8+PIa9HOTQoVFt5yCHDx9aU/+iVNyHzc+f6vUNsS4cHvjAy7jiikdNrrNM+bf3l78f+IEfkHFx4sQJ+aM/er1ceeXV8s53/qUsLy+LiMjCwoK89a1/Jlde+Th5y1veKgsLCyIi0mg05C//8nq56qrHyx/+4R/J8ePHRUSk0+nI3//9P8jVVz9BXve635J7771XRESCIJB//ud/kSc+8Uny6le/Rm677TYREYmiSD7ykY/KU57yo/Kyl71CbrrpJhERsdbKpz71afmJn/hJecELfka+8pWviLVWrLXyxS9+UZ773J+Wn/qpZ8tnP/tZsdaKiMg3vvENeclLfl5+9EefJh/72MfFGCMiIt/5znfkf/2vX5InPekp8qEP/auEYSgiInfffbf82q/9hlxzzbXyj//4T9LtdkVE5OjRo/J7v/f7ctVVj5e/+qu/lmazKSIi8/Pz8id/8ma58sqr5c///P+XxcVFERFZWlqSt7/9HXLllVfLG9/4Jjl58qSIiLRaLXn3CDMW0gAABzBJREFUu/9GHve4a+R3fuf/kyNHjoiISLfblfe+931yzTVPlF/91V+Xu+66S0REwjCSj//75+W5T/sVee0vv1Vu+/Y9IiJijJH/838+IU972o/Lz/7sS+TrX/96T0ef+9zn5FnPeo485zk/LV/4whd6uvjqV78qL3zhz8rTn/4M+eQn/7Oni5tvvlle8YpXypOf/FT593//iERRJCIit99+u/zyL/+KXHvtdfL+9/+z+L4vIiKHDh2S3/qt35HHPe4a+du//Ttpt9siIjI3Nyd//MdvGLKX06dPJ/ZytbzlLX8qp06d6tnL9de/S6666vHyB3/whwP28g//8B65+uonyGtf+5sD9vIv//IBeeITnyS/9Eu/PGAvH/3of8hTn/pj8vM//zL55je/2dPFpz/9GXnGM35Knv/8F8qXv/zlnr186Utfkuc97wXykz/5TPnMZ/r2csMNN8jP/dxL5alPfZr8x398rKeL73znO/KLv/hque66J8sHP/ghCYKgZy+//uuvlcc//lp5z3v+UTqdjoiIHDt2TH7/9/9Arrrq8fKud/3VSHv5sz97+4C9vOMdfyFXXnm1vP71b5S5ubmevfzN3/ztkL34vi/vfe/75AlPeKL8yq/8qtx5552JvYTy4Q//m/zwD/+I/MIvvEq+9a1v9ezlE5/4pDztaT8hL3rRiwfs5b/+67/kWc96rjz72c+Vz3/+8z1dfO1rX5Of+ZkXy9Oe9hPyiU98cqS9/Nu//XtPR3fccYe85jX/W6699jp53/ve37OXw4cPy2//9u/K4x53jfzN3/ztgL28/vVvlCuvvFr+4i/eOWAvb3vbn8uVV14tb37zWwbs5V3v+iu56qrHy+///h/IsWPHhuzlN37jdXLPPff07OUDH/igXHfdk+UXf/HVcuutt8qZAPiKFPSr58U+gk1sYhObON9x3u8j2MQmNrGJTRRjcyDYxCY2sYnzHJsDwSY2sYlNnOfYHAg2sYlNbOI8x+ZAsIlNbGIT5zk2B4JNbGITmzjPcb+jjyqlTgL3rHDJDmD+PirOdxvO17pv1vv8wma9zwwXisjIQ9/vdwPBalBKfaWIK7vRcb7WfbPe5xc26z15bLqGNrGJTWziPMfmQLCJTWxiE+c5NuJA8I5zXYBziPO17pv1Pr+wWe8JY8OtEWxiE5vYxCbGw0acEWxiE5vYxCbGwOZAsIlNbGIT5zk21ECglHqiUuo7SqnblVK/cq7Lc19BKXW3UuqbSqlvKKU2dIxupdT1Sqk5pdRNGdk2pdTHlVK3JZ9bz2UZ1wMF9f5NpdSR5Ll/Qyn1pHNZxvWAUuqAUuo/lVLfUkrdrJR6ZSLf0M98hXqvyzPfMGsESikHuBW4BjgMfBl4pohM7oTn71Iope4GLheRDb/JRin1Q0ATeLeIPCyR/RGwICJ/kLwAbBWR15zLck4aBfX+TaApIq8/l2VbTyil9gB7RORrSqlp4KvAjwLPZwM/8xXq/QzW4ZlvpBnBo4DbReROEQmA9wBPPcdl2sSEISKfARZy4qcCf518/2viBrOhUFDvDQ8ROSYiX0u+N4BbgH1s8Ge+Qr3XBRtpINgHHMr8f5h1VNx3GQT4mFLqq0qpF5/rwpwD7BaRY8n348Duc1mY+xgvV0rdmLiONpR7JA+l1EXA9wNf4jx65rl6wzo88400EJzPeIyIPBK4DnhZ4kY4L5Gczbox/J2r48+BS4HvA44Bbzi3xVk/KKWmgPcDrxKR5exvG/mZj6j3ujzzjTQQHAEOZP7fn8g2PETkSPI5B/wLsZvsfMKJxKea+lbnznF57hOIyAkRMSJigb9ggz53pZRH3Bn+nYj8cyLe8M98VL3X65lvpIHgy8BlSqmLlVIl4KeAD53jMq07lFL1ZDEJpVQdeAJw08p3bTh8CPjp5PtPAx88h2W5z5B2hAl+jA343JVSCvhL4BYReWPmpw39zIvqvV7PfMOwhgASKtX/a++OURqIoigM/xfTCK5BQTcQe4uAexAsrC3cgY2VvSuwVLCyt7SwVHQB2tqIhZBGvRZvQBslcRKGzPu/KqS6jykO9004OQGWgNPMPO54pLmLiHXKFgAwAM76fO6IOAdGlEreZ+AIuAQugFVKRflOZvbqxeov5x5RrggSeAL2f9yb90JEbAHXwAPw2Xx9SLkv7+0z/+Pcu8zhmfcqCCRJ0+vT1ZAk6R8MAkmqnEEgSZUzCCSpcgaBJFVu0PUA0qKLiA/Kz/wGwCOwl5mv3U4lTc6NQGpvnJnDphX0BTjoeiBpGgaBNFs31FN2qJ4wCKQZaf4TY5sKqk3ULwaB1N5yRNzxXYd81fE80lQMAqm9cWYOgTUg8B2BFoxdQ1JLEfGWmSvN501KCd5GZr53O5k0GTcCaYYy8xa4p7RESgvBjUCSKudGIEmVMwgkqXIGgSRVziCQpMoZBJJUOYNAkipnEEhS5b4AVdBdn+ruiF0AAAAASUVORK5CYII=\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# where is the max, to get the number in each bin use .get_array() and to get the position use .get_offsets()\n", + "\n", + "plt.xlabel('R')\n", + "plt.ylabel('M')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Images \n", + "Often times, we'll find ourselves plotting images, i.e. colors over a grid of positions, or similar data (e.g. temperature over a grid of x and y coordinates, which we can represent using color). If we have an image, we can use some of matplotlib's tools to load it in, e.g." + ] + }, + { + "cell_type": "code", + "execution_count": 55, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 55, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "from PIL import Image #need this to grab an image from a URL\n", + "import requests #this too\n", + "img = Image.open(requests.get(\"https://science.nasa.gov/science-red/s3fs-public/styles/large/public/thumbnails/image/Hertz_Feb13.jpg\", stream=True).raw)\n", + "plt.gca().axis('off') #try commenting this line!\n", + "plt.imshow(img)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Wow, Paul (the head of NASA astrophysics) looks dapper! We can also try using different colormaps by first extracting just the black-and-white image. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Pop art exercise\n", + "Become a pop artist and emulate Andrew Warhola (a.k.a. Andy Warhol):\n", + "Use your favorite 6 colormaps (Google them!) and complete this fabulous collage. " + ] + }, + { + "cell_type": "code", + "execution_count": 58, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "imglum = img.convert('L') #extract just the brightness information from the image\n", + "fig, ax = plt.subplots(1,6, figsize=(16,4))\n", + "# get your colormaps and replace the names in the cmap variable\n", + "ax[0].imshow(imglum, cmap='?')\n", + "ax[1].imshow(imglum, cmap='?')\n", + "ax[2].imshow(imglum, cmap='?')\n", + "ax[3].imshow(imglum, cmap='?')\n", + "ax[4].imshow(imglum, cmap='?')\n", + "ax[5].imshow(imglum, cmap='?')\n", + "for i in range(6): ax[i].axis('off')\n", + "plt.subplots_adjust(wspace=0.0)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Some of these are not like the others...... In particular, 'cool' and 'jet' make him look a little less dapper.... This is largely because 'jet' and 'cool' don't just go from dark to light, but wiggle around a bit as well. This can potentially lead to misleading images, but the python default 'viridis', doesn't have this problem so you should be okay. Here are a few other discussions on colormaps and picking the right colormap for your data: [1](https://betterfigures.org/2015/06/23/picking-a-colour-scale-for-scientific-graphics/) [2](http://figuredesign.blogspot.com/2012/04/meeting-recap-colors-in-figures.html) [3](http://bids.github.io/colormap/). Another python package that includes good colormaps is [cmocean](https://matplotlib.org/cmocean/), which is developed by an oceanographer, but used all over the place. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In addition to 'plt.imshow', there are a few other ways to plot image-like data. Some examples are given [here](https://matplotlib.org/stable/gallery/images_contours_and_fields/pcolor_demo.html), but we'll cover 'pcolor' and 'pcolormesh.'\n", + "\n", + "First, we'll make some arrays for x and y coordinates, then some data (let's call it temperature again)." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "X = np.linspace(0,10,200)\n", + "Y = np.linspace(0,20,200)\n", + "Xgrid, Ygrid = np.meshgrid(X,Y)\n", + "temperatures = 300+20*(np.cos(Xgrid)*np.cos(Ygrid))**3*np.exp(-0.01*(Xgrid-3)**2*(Ygrid-7)**2)\n", + "plt.pcolor(X, Y, temperatures)\n", + "plt.show()\n", + "plt.pcolormesh(Xgrid, Ygrid, temperatures)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Great! The main difference between 'pcolor' and 'pcolormesh' is that pcolor takes 1D arrays of X and Y positions individually, and only works for Cartesian grids, while pcolormesh takes 2D arrays of X and Y coordinates. For Cartesian data they work in essentially the same way, although pcolormesh is typically a lot faster, especially for large images. However, pcolormesh also works for non-cartesian data:" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "r = np.linspace(0.5, 3.0, 200)\n", + "theta = np.linspace(0.0, 2.0*np.pi, 200)\n", + "Rgrid, Tgrid = np.meshgrid(r, theta)\n", + "X = Rgrid*np.sin(Tgrid)\n", + "Y = Rgrid*np.cos(Tgrid)\n", + "temperatures = (1+np.cos(X*10)*np.cos(Y*10)**5)*np.exp(-5*(Rgrid-1.75)**2)\n", + "plt.pcolormesh(X, Y, temperatures, cmap='plasma_r')\n", + "plt.gca().axis('equal') #without this, the circle looks like an oval!" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "dvrF_-9U_gU-" + }, + "source": [ + "# Image Arithmatic \n", + "\n", + "Now that we have covered the fundamentals, we can start diving into image manipulations, starting with slices and arithmatic. \n", + "\n", + "There are many tools we can use to learn about image processing. Today, we will be using Scikit-Image, a free to use and easy to learn python library, and we'll start by looking at an image of an insect." + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 275 + }, + "colab_type": "code", + "id": "2YlskVeHGWH8", + "outputId": "d60ed991-f396-4278-90ff-e206d19e03e4" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# first we import the input/output module from skimage called \"io\". io lets us \n", + "# read files on the computer or online\n", + "from skimage import io\n", + "insect = io.imread('https://matplotlib.org/3.1.1/_images/stinkbug.png')\n", + "\n", + "#we can take a look at the image we just imported once again using image show.\n", + "plt.imshow(insect, cmap=cm.gray, vmin=0, vmax=256)\n", + "plt.colorbar()" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "jVPGCZUKk_UY" + }, + "source": [ + "Remember that, since we are working with images, the information is stored inside of a matrix. Lets take a look at that matrix." + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 146 + }, + "colab_type": "code", + "id": "yuhK6yfZlHEh", + "outputId": "63efcd2e-aaae-41b6-9af6-3ab25384d790" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[[104 104 104 ... 109 109 109]\n", + " [105 105 105 ... 109 109 109]\n", + " [107 106 106 ... 110 110 110]\n", + " ...\n", + " [112 111 110 ... 116 115 115]\n", + " [113 113 112 ... 115 114 114]\n", + " [113 115 115 ... 114 114 113]]\n" + ] + } + ], + "source": [ + "# show the array\n", + "print(???)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "MehoDaNZJtU2" + }, + "source": [ + "The first thing we notice is that this image is no longer just 1's and 0's. The numbers go from 0 to 256, and recalling that 0 = absence of light, we take 0=black and 256=white. All of the numbers between 0 and 255 are various shades of gray. \n", + "\n", + "Next, we can see that there are ellipses inside of the matrix. This is python's way of telling us that there are *so* many positions and values that writing them all out would take a huge amount of space on the screen, and a list that big is hard to read.\n", + "\n", + "In the checker board example we had an image that had 3 rows and 3 columns. We can check the shape of any matrix by adding \".shape\" after its name. Let's see the shape of the insect image" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 35 + }, + "colab_type": "code", + "id": "gFQ-SSkZlHRQ", + "outputId": "cea4b297-2f8b-4bc2-9374-31bde51308e4" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(375, 500)\n" + ] + } + ], + "source": [ + "# show the shape of the array\n", + "print(???.shape)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "WhbX-mHqQe1e" + }, + "source": [ + "It looks like this matrix has 375 rows and 500 columns, so we expect it to be wider than it is tall. We can take a look at the value of a specific pixel by calling its location like this:" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 34 + }, + "colab_type": "code", + "id": "7rWPLx4alHVB", + "outputId": "fc968367-acb2-4b4c-e9ce-e19c78f55332" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "157\n" + ] + } + ], + "source": [ + "# show the value of the pixel in the 100th row and 200th column\n", + "print(???[100,200])" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "0OtfQVS8Re66" + }, + "source": [ + "**Cropping**\n", + "\n", + "Cropping an image is very simple. Basically, we have a really big matrix, but want to get rid of the rows and columns that we are not interestesd in. We can do this by slicing the matrix usng brackets [ ] as show below:" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 286 + }, + "colab_type": "code", + "id": "57CNoD4olaw2", + "outputId": "55f018c0-02c2-4e5a-da56-edfce3aca1c9" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# display only the section of the image between columns 150 - 350 and rows 200 - 400\n" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "31HKaTvrSXCt" + }, + "source": [ + "In this case we cropped to the left most antenna." + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "DVIxmrT7Srlp" + }, + "source": [ + "# Exercise 3: Cropping\n", + "\n", + "By altering the slice locations of the image matrix, can you crop the photo to focus in on the insect's face?" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 286 + }, + "colab_type": "code", + "id": "yUprkOa3TL2w", + "outputId": "21b8801e-c529-45d0-e78d-3ebb8d490a3e" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.imshow(????, cmap=cm.gray, vmin=0, vmax=256)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "YTJS9bm1Sm2c" + }, + "source": [ + "# Image Arithmatic (continued)\n", + "\n", + "since we are still working with a matrix, we are free to do normal math operations on it. For example, we can divide all of the values in the image by 2. This should darken the image, lets try it:" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 275 + }, + "colab_type": "code", + "id": "8TbtybLyWgYe", + "outputId": "9680cb61-0c2b-4815-d0d5-cb8a66e8ad2e" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "#divide the image by two and display it\n", + "plt.imshow(???, cmap=cm.gray)#, vmax=255, vmin=0)\n", + "plt.colorbar()" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "3_Jj8D6-YH9Z" + }, + "source": [ + "To brighten the image, we can instead multiply the matrix by 1.5:" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 275 + }, + "colab_type": "code", + "id": "e0Bid59NYMkq", + "outputId": "902267be-0be9-4abe-e715-b1d062adbc50" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "#multiply the image by 1.5 and display it\n", + "plt.imshow(???, cmap=cm.gray, vmax=255, vmin=0)\n", + "plt.colorbar()" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "qBBACkwQZzRt" + }, + "source": [ + "We can also add and subtract images from one another. For example, we can subtract an image from its self:" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 388 + }, + "colab_type": "code", + "id": "EXqJWh44j3IU", + "outputId": "45504d3a-db4a-4633-f037-02739b234f81" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[[0 0 0 ... 0 0 0]\n", + " [0 0 0 ... 0 0 0]\n", + " [0 0 0 ... 0 0 0]\n", + " ...\n", + " [0 0 0 ... 0 0 0]\n", + " [0 0 0 ... 0 0 0]\n", + " [0 0 0 ... 0 0 0]]\n" + ] + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# subtract the image to itself and display\n", + "plt.imshow(???, cmap=cm.gray, vmax=256, vmin=0)\n", + "# check that the array in full of zeros\n", + "print(????)\n" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "6hIGmqJ-bQW5" + }, + "source": [ + "We can also directly modify the values of the matrix elements ourselves. For example, if we want to set a portion of the image to solid black, we can do so by setting all of the pixels in that region to zero, like this:" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 286 + }, + "colab_type": "code", + "id": "31Qh1f-onkY5", + "outputId": "0d8ebf16-24ee-4c36-a6d2-d09a8d9f7fc5" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# set the region x=[50,100] and y=[50,100] to zero and display\n", + "img = np.copy(insect)\n", + "img[????] = 0\n", + "plt.imshow(img, cmap=cm.gray, vmax=256, vmin=0)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "mpNEMFGDcEaq" + }, + "source": [ + "# Exercise 4: Censorship\n", + "\n", + "By altering the code below, censor the insects face with a white block. Remember that white = 255" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 286 + }, + "colab_type": "code", + "id": "bMf_tmo5cUnH", + "outputId": "0738c30e-ab03-40b2-ec25-6d8c791a9c66" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "img = np.copy(insect)\n", + "img[???] = ???\n", + "plt.imshow(img, cmap=cm.gray, vmax=256, vmin=0)\n" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "O-zgDHzJclpp" + }, + "source": [ + "# Challenge Problem : Gradients" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 287 + }, + "colab_type": "code", + "id": "OuVno2DQn9lv", + "outputId": "69d73e09-d3c8-4ab9-8f8e-f506a2b9a468" + }, + "outputs": [], + "source": [ + "# challenge problem: make a fading image from top to bottom (hint: multiply the image by a gradient you can create)\n" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "mT5WMv1s9juc" + }, + "source": [ + "\n", + "\n", + "> # **Advanced Image Processing**\n", + "\n", + "\n", + "\n", + "# Blob Detection\n", + "## What are blobs and why do we care?\n", + "In essence, \"blob detection\" is the process of searching for and identifying bright spots on a dark background, or dark spots on a light background. The \"blobs\" can correspond to any number of physical phenomena. In astronomy, for example, this can be relevant if you have an image of a part of the sky and want to identify something like galaxies. You might be wondering though, why not just look at an image yourself and pick out blobs \"by eye\"? In our example of identifying galaxies in an astronomical image, a systematic way of doing this may be beneficial for several reasons: \n", + "- you may have faint objects in your image the are difficult to distinguish from the background\n", + "- you may have a crowded field where bright points are close enough together that they are difficult to disentangle\n", + "- you may have a large dataset where it would just take you a long time to go through everything by hand\n", + "- you may want to define where a blob \"ends\" in a systematic way so that your blob definition is consistent across all objects you identify\n", + "\n", + "These are just some of the reasons why a systematic approach to identifying blobs in images could be beneficial. Checking the output of your algorithm by eye, however, is wise to make sure that it is not outputting nonsense.\n", + "\n", + "Let's get started with first reading in our first astronomical image; a nearby group of galaxies! Astronomical images are stored as \"fits\" files, this is essentially a table that contains the information of how bright the sky is at each pixel in your image, and a \"header\", which contains information about how pixels translate into coordinates on the sky, what instrument was used, and the units of the image for example. We will read the fits file into a numpy array using the package called astropy (see http://docs.astropy.org/en/stable/index.html for documentation). This package streamlines the process of working with astronomical images in Python. " + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "0Xk_OPfKfhqs" + }, + "source": [ + "First we will import a few packages that we are going to use throughout this section: skimage will allow us to run the blob detection algorithms, matplotlib will allow us to plot our data, astropy will allow us to read \"fits\" files, and numpy will let us do cool things with arrays." + ] + }, + { + "cell_type": "code", + "execution_count": 78, + "metadata": { + "colab": {}, + "colab_type": "code", + "id": "U9NHDd2U9qb3" + }, + "outputs": [], + "source": [ + "from skimage.feature import blob_dog, blob_log, blob_doh\n", + "import matplotlib.pyplot as plt\n", + "from astropy.io import fits\n", + "import numpy as np\n", + "from astropy.utils.data import download_file\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "LaYMqdb7f62x" + }, + "source": [ + "This line reads the fits file --> data table and header." + ] + }, + { + "cell_type": "code", + "execution_count": 89, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 325 + }, + "colab_type": "code", + "id": "Lw7fzmD6f3fA", + "outputId": "ea4e023f-1a50-4eec-c1f6-e9fef75cca69" + }, + "outputs": [], + "source": [ + "url = 'https://github.com/tahumada/tahumada.github.io/blob/master/PAARC/RSCG1.fits?raw=true'\n", + "filename = download_file(url, cache=True)\n", + "hdu = fits.open(filename)\n" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "veYtEdqigH_7" + }, + "source": [ + "# Exercise 5: hdu\n", + "\n", + "1. What is the type of hdu? \n", + "2. What happens when you print hdu?" + ] + }, + { + "cell_type": "code", + "execution_count": 84, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 209 + }, + "colab_type": "code", + "id": "QxbDR5sPgXSR", + "outputId": "e11ea2b6-7476-4ffa-dba6-2d76814c4787" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "[]\n" + ] + } + ], + "source": [ + "#Insert your code here:\n", + "\n", + "print(???)\n", + "print(???)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "K4vo4LxTgk5S" + }, + "source": [ + "This line reads the data associated with the header into a numpy array. A fits file can have more than one header, and since Python indices start at 0, we tell Python to read the data associated with the first (and only) header associated with this fits file. " + ] + }, + { + "cell_type": "code", + "execution_count": 90, + "metadata": { + "colab": {}, + "colab_type": "code", + "id": "iE6CXDl1gIUu" + }, + "outputs": [], + "source": [ + "image = hdu[0].data\n", + "# This line closes the fits file because we don't need it anymore; we've already read the data into an array.\n", + "hdu.close()" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "28HzHjCyg7K6" + }, + "source": [ + "# Exercise 6: Astronomical Images\n", + "1. What is the type of the image? \n", + "2. What happens when you print image? \n", + "3. What are the dimensions of image? \n", + "4. What are the minimum and maximum values?" + ] + }, + { + "cell_type": "code", + "execution_count": 63, + "metadata": { + "colab": {}, + "colab_type": "code", + "id": "bDlhy8xphROn" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "[[3001 3001 3253 ... 3137 3137 3137]\n", + " [3102 3102 3607 ... 2935 2935 2935]\n", + " [3506 3506 3607 ... 2935 2935 3339]\n", + " ...\n", + " [3251 3251 3352 ... 3681 3681 3278]\n", + " [3453 3049 3352 ... 3278 3681 3681]\n", + " [3453 3049 3352 ... 3278 3681 3681]]\n", + "(177, 177)\n", + "15503\n", + "2573\n" + ] + } + ], + "source": [ + "#Insert your code here:\n", + "\n", + "print(type(image)) # this prints the type, how would you show the answers to 2-4?\n", + "print(???)\n", + "print(???)\n", + "print(???)\n", + "print(???)\n" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "oq6BC26p93gd" + }, + "source": [ + "That's it, you've now read your astronomical image into Python and can work with the data and analyze it! Let's visualize the data now to get an idea of what it is we are actually dealing with." + ] + }, + { + "cell_type": "code", + "execution_count": 96, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 215 + }, + "colab_type": "code", + "id": "ImahX30f94Md", + "outputId": "4994206c-3ba0-48b9-8efb-d843b173dd27" + }, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# imshow will map the 2D array (our data), and origin='lower' tells imshow to plot (0,0) in the bottom left corner. \n", + "plt.imshow(image,origin='lower')\n", + "plt.colorbar()\n", + "plt.show()\n", + "\n", + "\n", + "# EXERCISE: What happens if you remove origin='lower'? How does the mapping of the image change?" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "_eqZ6pcH-DDC" + }, + "source": [ + "We can now run some blob finding algorithms on this data set and see what we find and if it makes sense! For this, we will use the scikit-image package which is an image processing pacakge in Python. This package has three algorithms for detecting blobs (all discussed here: https://en.wikipedia.org/wiki/Blob_detection):\n", + "- Laplacian of Gaussian\n", + "- Difference of Gaussian\n", + "- Determinant of Hessian\n", + "\n", + "This is great, but what does this actually mean? How do they work? What's the difference between them?\n", + "\n", + "### Laplacian of Gaussian\n", + "This algorithm starts by smoothing (blurring) the entire image with a two-dimensional Gaussian function: \n", + "\n", + "$$\\begin{align} g(x,y,\\sigma) = \\frac{1}{2\\pi\\sigma^2} e^\\left(-\\frac{x^2+y^2}{2\\sigma^2}\\right) \\end{align}$$ \n", + "\n", + "where $(x,y)$ correspond to pixel coordinates on your image, and $\\sigma$ represents the \"size\" or \"width\" of the Gaussian function. The algorithm then performs a mathematical computation called taking the \"Laplacian\", however we will not go into the details of that. What this effectively gives you is strong responses for blobs of size $\\sqrt{2}\\sigma$. This means that the algorithm is most sensitive to detecting blobs that have a similar size to that of the Gaussian function that you smooth your image with in the first place. In order to detect blobs of varying size, you need to use an approach that allows you to smooth your image with Gaussians of varying sizes to try to match the scale of potential blobs. This approach is the most accurate but also the slowest approach, especially for the largest blobs, because it needs to smooth the image with a larger Gaussian.\n", + "\n", + "The scikit-image function \"blob_log\" (https://scikit-image.org/docs/dev/api/skimage.feature.html#skimage.feature.blob_log) has this capability. To run it, we simply need to call the function and provide it with the correct input parameters. In the following piece of code, this is what we are going to provide the function with:\n", + "- **image** to run the blob detection on\n", + "- **min_sigma**: the minimum size for the Gaussian that will be used to smooth the image; this corresponds to the smallest blobs we expect in the image\n", + "- **max_sigma**: the maximum size for the Gaussian that will be used to smooth the image; this corresponds to the largest blobs we expect in the image\n", + "- **num_sigma**: the number of sizes to consider between the minimum and maximum\n", + "- **threshold**: relates to how faint of a blob you can detect; a smaller threshold will detect fainter blobs\n", + "\n", + "The call to this function will output a list of x and y coordinates corresponding to the center of each blob, as well as the \"size\" of the Gaussian that it used to find that blob. Let's try it out!" + ] + }, + { + "cell_type": "code", + "execution_count": 65, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 90 + }, + "colab_type": "code", + "id": "0hcWTUqu-ELT", + "outputId": "58f5c3d6-17ac-4893-994a-2e819ff695d1" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "((30, 3),\n", + " array([[176., 11., 2.],\n", + " [174., 30., 2.],\n", + " [156., 78., 2.],\n", + " [150., 110., 2.],\n", + " [128., 55., 2.],\n", + " [126., 92., 2.],\n", + " [126., 1., 2.],\n", + " [119., 99., 2.],\n", + " [111., 13., 2.],\n", + " [107., 108., 8.],\n", + " [106., 40., 2.],\n", + " [101., 92., 2.],\n", + " [ 95., 111., 2.],\n", + " [ 95., 25., 3.],\n", + " [ 92., 58., 2.],\n", + " [ 89., 139., 5.],\n", + " [ 82., 106., 2.],\n", + " [ 81., 78., 2.],\n", + " [ 73., 100., 4.],\n", + " [ 72., 19., 2.],\n", + " [ 71., 166., 2.],\n", + " [ 61., 3., 2.],\n", + " [ 57., 121., 2.],\n", + " [ 52., 105., 2.],\n", + " [ 48., 20., 2.],\n", + " [ 26., 62., 3.],\n", + " [ 23., 122., 3.],\n", + " [ 18., 16., 3.],\n", + " [ 15., 3., 2.],\n", + " [ 12., 158., 2.]]))" + ] + }, + "execution_count": 65, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# This line calls the blob detection (Laplacian of Gaussian function) on our galaxies image with the parameters that\n", + "# we provide\n", + "blobs_log = blob_log(image, min_sigma = 2, max_sigma=9, num_sigma=8, threshold=.05)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "niz5VnKQjwmi" + }, + "source": [ + "# Exercise 7: Blobs \n", + "What kind of output does blobs_log provide? What are its dimensions? What does the length of blobs_log physically correspond to?" + ] + }, + { + "cell_type": "code", + "execution_count": 93, + "metadata": { + "colab": {}, + "colab_type": "code", + "id": "1yC0CozDjvMD" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "[[176. 11. 2.82842712]\n", + " [174. 30. 2.82842712]\n", + " [156. 78. 2.82842712]\n", + " [150. 110. 2.82842712]\n", + " [128. 55. 2.82842712]\n", + " [126. 92. 2.82842712]\n", + " [126. 1. 2.82842712]\n", + " [119. 99. 2.82842712]\n", + " [111. 13. 2.82842712]\n", + " [107. 108. 11.3137085 ]\n", + " [106. 40. 2.82842712]\n", + " [101. 92. 2.82842712]\n", + " [ 95. 111. 2.82842712]\n", + " [ 95. 25. 4.24264069]\n", + " [ 92. 58. 2.82842712]\n", + " [ 89. 139. 7.07106781]\n", + " [ 82. 106. 2.82842712]\n", + " [ 81. 78. 2.82842712]\n", + " [ 73. 100. 5.65685425]\n", + " [ 72. 19. 2.82842712]\n", + " [ 71. 166. 2.82842712]\n", + " [ 61. 3. 2.82842712]\n", + " [ 57. 121. 2.82842712]\n", + " [ 52. 105. 2.82842712]\n", + " [ 48. 20. 2.82842712]\n", + " [ 26. 62. 4.24264069]\n", + " [ 23. 122. 4.24264069]\n", + " [ 18. 16. 4.24264069]\n", + " [ 15. 3. 2.82842712]\n", + " [ 12. 158. 2.82842712]]\n", + "(30, 3)\n" + ] + } + ], + "source": [ + "# How would you explore this questions?\n", + "\n", + "\n", + "#1. What kind of output is blobs_log?\n", + "#2. What are its dimension?\n", + "#3. What does the length of blobs_log physically correspond to?\n", + "\n", + "# solution:\n", + "print(type(blobs_log))\n", + "print(???)\n", + "print(???.shape)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "OlVjfolFkTyG" + }, + "source": [ + "## Data from the blob finder \n", + "\n", + "The first column of blobs_log (blobs_log[0]) is the y-coordinate, the second column (blobs_log[1]) is the x-coordinate, and the third column (blobs_log[2]) is the \"size\" of the Gaussian that was used to detect the blob. " + ] + }, + { + "cell_type": "code", + "execution_count": 66, + "metadata": { + "colab": {}, + "colab_type": "code", + "id": "bqupsIF2-I0A" + }, + "outputs": [], + "source": [ + "# In this line we use the third column to calculate the radius of the blob itself.\n", + "blobs_log[:, 2] = blobs_log[:, 2] * np.sqrt(2)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "wFMGgsQvmTE7" + }, + "source": [ + "## Plotting the blobs\n", + "Now we'll plot the blobs onto our image! For this, we will create circles with plt.Circle using the corrdinate and radius information we have from blobs_log. Then we will use add_patch to add that circle to our image. Since the plotting software needs information about the axes of the image in order to know where each circle goes, we use plt.gca() which means \"Get Current Axis\" and store the axis information into \"ax\". Then when we add the circle patches to the image, they will appear in the correct places. Finally, since there is more than one blob, we will create the circular patches and add them to the image one-by-one using a while loop. " + ] + }, + { + "cell_type": "code", + "execution_count": 67, + "metadata": { + "colab": {}, + "colab_type": "code", + "id": "VQToTxHRmQ1-" + }, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "ax = plt.gca()\n", + "ax.imshow(image,origin='lower')\n", + "cnt = 0\n", + "while cnt < len(blobs_log):\n", + " c = plt.Circle((blobs_log[cnt][1], blobs_log[cnt][0]), blobs_log[cnt][2], color='white', linewidth=2, fill=False)\n", + " ax.add_patch(c)\n", + " cnt = cnt + 1\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "1Fndbo84n--g" + }, + "source": [ + "# Exercise 8: Blob Parameters\n", + "\n", + "Play around with the input parameters in the following block of code, then run it to see how changing they will affect the number and type of blobs detected:\n", + "\n", + "1. What parameter governs the sizeo of the blobs? (bigger, smaller)\n", + "2. What parameter governs the number of selected blobs? \n", + "3. What parameter governs the number of blobs? (does it pick only the brightest?)" + ] + }, + { + "cell_type": "code", + "execution_count": 76, + "metadata": { + "colab": {}, + "colab_type": "code", + "id": "rsgp4YYAokM7" + }, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "blobs_log = blob_log(image, min_sigma = 2, max_sigma=9, num_sigma=8, threshold=.05)\n", + "\n", + "### Play with the paramters above this line ###\n", + "blobs_log[:, 2] = blobs_log[:, 2] * np.sqrt(2)\n", + "ax = plt.gca()\n", + "ax.imshow(image,origin='lower')\n", + "cnt = 0\n", + "while cnt < len(blobs_log):\n", + " c = plt.Circle((blobs_log[cnt][1], blobs_log[cnt][0]), blobs_log[cnt][2], color='white', linewidth=2, fill=False)\n", + " ax.add_patch(c)\n", + " cnt = cnt + 1\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "erYchCKupIe3" + }, + "source": [ + "Write down your findings below, such as what parameters give you no blobs, how does changing the parameters affect the results, and anything else that you find interesting!" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "metadata": { + "colab": {}, + "colab_type": "code", + "id": "7GRj1Rxfn8aS" + }, + "outputs": [], + "source": [ + "# RECORD YOUR FINDINGS HERE" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "A_AOKn7T-N0T" + }, + "source": [ + "### Difference of Gaussian (DoG)\n", + "This algorithm is an approximation of the Laplacian of Gaussian, where rather than actually computing the \"Laplacian\" of the Gaussian that we mentioned above, DoG approximates this computation by taking the difference of two successively smoothed (blurred) images. Blobs are then detected as bright-on-dark spots in these difference images. This algorithm has the same disadvantage for larger blobs as the Laplacian of Gaussian algorithm.\n", + "\n", + "To run this algorithm, we use the function \"blob_dog\" (https://scikit-image.org/docs/stable/api/skimage.feature.html#skimage.feature.blob_dog), which takes the same parameters as blob_log, except for **num_sigma**, because the algorithm needs to take the difference between successive smoothings so it figures out the number of times it needs to smooth the image. This function returns the same type of array as \"blob_log\" : (y-coord, x-coord, size). " + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "wbfDS6CFp-tz" + }, + "source": [ + "# Exercise 9: DoG \n", + "\n", + "Fill in the input parameters for the call to the blob_dog function and run the code. How is the result from this function different from the previous one?" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": { + "colab": {}, + "colab_type": "code", + "id": "eoIhGs2t-OXK" + }, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "blobs_dog = blob_dog(image, min_sigma=2,max_sigma=9, threshold=0.05)\n", + "blobs_dog[:, 2] = blobs_dog[:, 2] * np.sqrt(2)\n", + "\n", + "ax = plt.gca()\n", + "ax.imshow(image,origin='lower')\n", + "cnt = 0\n", + "while cnt < len(blobs_dog):\n", + " c = plt.Circle((blobs_dog[cnt][1], blobs_dog[cnt][0]), blobs_dog[cnt][2], color='white', linewidth=2, fill=False)\n", + " ax.add_patch(c)\n", + " cnt = cnt + 1\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "tmNCqq5J-Q1V" + }, + "source": [ + "### Determinant of Hessian\n", + "The final option that scikit-image provides is the Determinant of Hessian algorithm. This algorithm performs a different kind of mathematical operation on the smoothed images, it calculates the Hessian matrix of the image (but we won't go into that), and searches for maxima in this matrix. It it the fastest approach, but it is also less accurate and has trouble finding very small blobs. \n", + "\n", + "To try it out, we will run the function \"blob_doh\" (https://scikit-image.org/docs/stable/api/skimage.feature.html#skimage.feature.blob_doh), which takes as input the same parameters as the \"blob_log\" function. Let's try it out!" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "uxHbrWp6D6Fk" + }, + "source": [ + "# Exercise 10: DoH\n", + "Fill in the input parameters for the call to the blob_doh function and run the code. How is the result from this function different from the previous one? How were the input parameters different from the previous algorithms?" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "metadata": { + "colab": {}, + "colab_type": "code", + "id": "HKM6DFpM-THY" + }, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "blobs_doh = blob_doh(image, min_sigma=2, max_sigma=9, num_sigma=8, threshold=.001)\n", + "\n", + "ax = plt.gca()\n", + "ax.imshow(image,origin='lower')\n", + "cnt = 0\n", + "while cnt < len(blobs_doh):\n", + " c = plt.Circle((blobs_doh[cnt][1], blobs_doh[cnt][0]), blobs_doh[cnt][2], color='white', linewidth=2, fill=False)\n", + " ax.add_patch(c)\n", + " cnt = cnt + 1\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "FJqe3137EkWo" + }, + "source": [ + "\n", + "---\n", + "\n", + "># **Particle Tracking**\n", + "\n", + "Now that we have learned several image processing techniques, we are ready to put them together in an application. In physics, there is an experiment called the Monopole Ion Trap that uses electric fields to trap particles as show below.\n", + "\n", + "![alt text](https://imgur.com/1cBAcEc.gif)\n", + "\n", + "The basic priciple is that the particle is attracted to and repeled by the rod at the top of the image. In the image above, we have a very stable, well behaved, trap in which the ion just goes back and forth between two locations. However, under certain curcumstances, the particle may start to behave erratically, as shown below.\n", + "\n", + "![alt text](https://imgur.com/Z575ope.gif)\n", + "\n", + "We would like to track the particle so that we can study its position and velocity.\n", + "\n", + "Lets start by importing the two movies shown above into python. We have saved each movie, image by image, inside of folders on [here](https://github.com/tahumada/tahumada.github.io/tree/master/PAARC). So we will import them as follows:" + ] + }, + { + "cell_type": "code", + "execution_count": 146, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Data dowloaded, check if there is a folder called P1\n" + ] + } + ], + "source": [ + "import os\n", + "import requests\n", + "\n", + "files_path = [f'https://github.com/tahumada/tahumada.github.io/blob/master/PAARC/P1%20-%20429V0{i:02}.gif?raw=true'.format(i) for i in range(20)]\n", + "\n", + "# downloading the data\n", + "folder_location = \"P1\"\n", + "os.system('mkdir '+ folder_location)\n", + "\n", + "for i in range(20):\n", + " img_data = requests.get(files_path[i]).content\n", + " with open(folder_location+files_path[i][files_path[i].rfind('/'):-9], 'wb') as handler:\n", + " handler.write(img_data)\n", + "print('Data dowloaded, check if there is a folder called P1')\n", + " " + ] + }, + { + "cell_type": "code", + "execution_count": 149, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "['P1/P1%20-%20429V009.gif', 'P1/P1%20-%20429V008.gif', 'P1/P1%20-%20429V018.gif']\n" + ] + } + ], + "source": [ + "# we import the operating system library OS to help us import many files at once\n", + "import glob \n", + "\n", + "folder_location = \"./P1\"\n", + "#the following line will navigate python to the correct foler. chdir stands for change directory.\n", + "files = glob.glob('P1/*.gif')\n", + "print(files[:3])\n" + ] + }, + { + "cell_type": "code", + "execution_count": 154, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 154, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# use the function io.imread from skimage to show the first element of the list\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now is a good time to notice that we don't actually need the entire image to do this computation. The only thing we really need is the region the particle travels within, as shown below \n", + "\n", + "![alt text](https://imgur.com/oXLY4RF.gif)\n", + "\n", + "This is called the Region of Interest (ROI) of an image so we will crop every single image as we import it. Lets do that by importing a test image and checking how we want to crop it:" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Exercise 11: Cropping 2\n", + "\n", + "Find the correct copping location by chaning the slice location" + ] + }, + { + "cell_type": "code", + "execution_count": 155, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 155, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "test_image = io.imread(files[0])\n", + "plt.imshow(test_image[????], cmap = cm.gray)\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now that we know where we want to crop the images, we can do so automatically for all of the images in the folder" + ] + }, + { + "cell_type": "code", + "execution_count": 156, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 156, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# the following line creates an empty list that we will populate with the images as we import and crop them. \n", + "#That is, ROI is a list of matrices, each one representing an image.\n", + "ROIs = []\n", + "\n", + "# the following for-loop imports the images\n", + "for image in files:\n", + " ROIs.append(io.imread(image)[210::])\n", + "\n", + "# to make sure we are doing things correctly, lets see what the 17th image in the list is\n", + "plt.imshow(ROIs[16], cmap=cm.gray)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Looks good. Okay, now that we have all of the images imported, we want to run a blob finding algorithm that finds the position of the blob in each of the images. However, there are \"specles\" in the background, so make sure that your blob finding parameters are set correctly." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Exercise 12: Particle Tracking\n", + "\n", + "\n", + "The goal is for you to use the examples we have provided above to write your own code to systematically find the particles in the ROI list. A general outline of the code is provided below, but if you need further help feel free to ask. \n", + "\n", + "general outline:\n", + "1. choose one of the images in the ROI list to test your parameters on\n", + "2. apply one of the blob finding techniques to the image (take a look at earlier examples if needed)\n", + "3. make a for-loop that applies this technique to all of the images in ROI and collects all of the outputs needed" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "metadata": {}, + "outputs": [], + "source": [ + "#student solution goes here" + ] + }, + { + "cell_type": "code", + "execution_count": 157, + "metadata": {}, + "outputs": [], + "source": [ + "#instructor solution\n", + "\n", + "particles = []\n", + "\n", + "for image in ROIs:\n", + " ????" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We should now have a list of particle locations and sizes. Note that the size information is not important to this application, so we can get rid of it. In general, we find it easier to work with big complicated lists using numpy, so first we will convert the list into a numpy array, and then clean it up." + ] + }, + { + "cell_type": "code", + "execution_count": 158, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[[223. 211. 5.]\n", + " [217. 210. 5.]\n", + " [187. 206. 5.]\n", + " [174. 203. 5.]\n", + " [222. 211. 5.]\n", + " [123. 195. 5.]\n", + " [136. 197. 5.]\n", + " [215. 210. 5.]\n", + " [164. 202. 5.]\n", + " [198. 207. 5.]\n", + " [207. 208. 5.]\n", + " [150. 200. 5.]\n", + " [200. 208. 5.]\n", + " [229. 212. 5.]\n", + " [226. 212. 5.]\n", + " [209. 209. 5.]\n", + " [229. 212. 5.]\n", + " [189. 206. 5.]\n", + " [176. 204. 5.]\n", + " [227. 212. 5.]]\n" + ] + } + ], + "source": [ + "#the following line converts the list into a numpy array\n", + "particles = np.array(particles)\n", + "#the following line cleans up array to make it look nicer\n", + "particles = particles[::,0]\n", + "#this shows us what they array looks like.\n", + "print(particles)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Data Analysis\n", + "\n", + "Great, using a ROI made this computation faster, and it made sure that the particle was easy to find. Unfortunately it also introduced a small offset error in the verticle position of the particle. This can be seen by taking a look at the picture below:\n", + "\n", + "![alt text](https://imgur.com/aI3a3Ve.gif)\n", + "\n", + "To correct for this error we simply have to add an offset to the y position of the particle list." + ] + }, + { + "cell_type": "code", + "execution_count": 159, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[[433. 211. 5.]\n", + " [427. 210. 5.]\n", + " [397. 206. 5.]\n", + " [384. 203. 5.]\n", + " [432. 211. 5.]\n", + " [333. 195. 5.]\n", + " [346. 197. 5.]\n", + " [425. 210. 5.]\n", + " [374. 202. 5.]\n", + " [408. 207. 5.]\n", + " [417. 208. 5.]\n", + " [360. 200. 5.]\n", + " [410. 208. 5.]\n", + " [439. 212. 5.]\n", + " [436. 212. 5.]\n", + " [419. 209. 5.]\n", + " [439. 212. 5.]\n", + " [399. 206. 5.]\n", + " [386. 204. 5.]\n", + " [437. 212. 5.]]\n" + ] + } + ], + "source": [ + "for n, blob in enumerate(particles):\n", + " particles[n] = np.add(blob, [210,0,0])\n", + "print(particles)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The final step is to turn these pixel locations into measurements of distance between the particle and the center of the rod. To do this, we will use the usual distance formula:\n", + "\n", + "![alt text](https://i.imgur.com/xsRJGbR.png)\n", + "\n", + "where (y_2, x_2) is the location of the center of the rod and (y_1, y_2) is the location of the particle. From previous measurements, the experimenters know that the center of the rod is approximately at \n", + "\n", + "y_2 = 83\n", + "\n", + "x_2 = 137\n", + "\n", + "so we can change all of the particle *location* data to particle *distance* data as follows:" + ] + }, + { + "cell_type": "code", + "execution_count": 160, + "metadata": {}, + "outputs": [], + "source": [ + "distances = []\n", + "for particle in particles:\n", + " distance = np.sqrt((83 - particle[0])**2 + (137-particle[1])**2)\n", + " distances.append(distance)\n", + " \n", + "distances = np.array(distances)\n", + "#print(distances)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Great, so now we have the the distances of the particles from the center of the rod for each movie. The experimenters also know two important pieces of information. \n", + "\n", + "1. the camera was taking 2360 pictures per second (FPS), so the time between each image is 1/2360 seconds. \n", + "2. the distance between each pixel 5.9 micron = .0059 millimeters (mm)\n", + "\n", + "we can use this information to make a plot of the particle's distance as a function of time with proper units." + ] + }, + { + "cell_type": "code", + "execution_count": 161, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0, 0.5, 'distance(mm)')" + ] + }, + "execution_count": 161, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "time = np.linspace(0,len(distances)/2360, len(distances) )\n", + "distances = distances*.0059\n", + "plt.plot(time,distances)\n", + "plt.xlabel('time(s)')\n", + "plt.ylabel('distance(mm)')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Congratulations!\n", + "\n", + "You just did particle tracking. Now we'll quickly demonstrate how to find the velocity of the particle.\n", + "\n", + "Recall that the definition of velocity is simply distance/time. Since we know that the time between pictures is 1/2360 seconds, all we have to do is calculate the distance the particle moved between each frame." + ] + }, + { + "cell_type": "code", + "execution_count": 162, + "metadata": {}, + "outputs": [], + "source": [ + "velocities = []\n", + "for n in range(len(distances)):\n", + " if n < (len(distances)-1):\n", + " velocity = (distances[n+1] - distances[n])*2360\n", + " velocities.append(velocity)\n", + "#print(velocities)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Sometime is it useful/interesting to see the velocity data in a \"phase diagram\", which is just a plot of the position vs the velocity:" + ] + }, + { + "cell_type": "code", + "execution_count": 163, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0, 0.5, 'velocity(mm/s)')" + ] + }, + "execution_count": 163, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.scatter(distances[:-1:],velocities, )\n", + "plt.xlabel('distance(mm)')\n", + "plt.ylabel('velocity(mm/s)')" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "s205adVKfBjv" + }, + "source": [ + "# Bonus Material" + ] + }, + { + "cell_type": "code", + "execution_count": 52, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 282 + }, + "colab_type": "code", + "id": "coXZ3H6LMBqu", + "outputId": "ab673c3b-5526-4a50-8227-89b7de134575" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 52, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# to achieve a better resolution we need more points. \n", + "# Let's use some lines \n", + "\n", + "number_of_points = 100\n", + "x_min,x_max = 5,9\n", + "y_min,y_max = 3,5\n", + "\n", + "plt.vlines(x_min,y_min,y_max,color='r')\n", + "plt.vlines(x_max,y_min,y_max,color='b')\n", + "plt.hlines(y_min,x_min,x_max,color='g')\n", + "plt.hlines(y_max,x_min,x_max,color='k')" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "3iG_WdZuNWcM" + }, + "source": [ + "Perfect! \n", + "But how do we fill the inside in a more effective way? We do not want to specify point by point or line by line.\n", + "Let's use a matrix! But let's start slow" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 136 + }, + "colab_type": "code", + "id": "7DVJjQz5s5Wb", + "outputId": "2d2f6e85-ecf0-401f-ddbc-6513280ea6f1" + }, + "outputs": [], + "source": [ + "# number of points in each dimention \n", + "# nx: dimention in x axis, ny: dimention in y axis\n", + "nx, ny = (2, 2)\n", + "\n", + "x = np.linspace(0, 1, nx)\n", + "print('array x: ',x)\n", + "y = np.linspace(4, 5, ny)\n", + "print('array y: ',y)\n", + "xv, yv = np.meshgrid(x, y)\n", + "print('Can you describe what np.meshgrid does?')\n", + "# it gives a vector coordinate for each point in the x and y axis \n", + "print(xv)\n", + "print(yv)\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 282 + }, + "colab_type": "code", + "id": "dG_1ubMQK3YQ", + "outputId": "9852e6c2-b04b-482d-e139-69c8b1345435" + }, + "outputs": [], + "source": [ + "# for dots and lines\n", + "\n", + "# in this case each point represents a pixel!\n", + "plt.scatter(5,3,c='r')\n", + "plt.scatter(7,3,c='b')\n", + "plt.scatter(9,3,c='g')\n", + "plt.scatter(5,4,c='r')\n", + "plt.scatter(9,4,c='g')\n", + "plt.scatter(5,5,c='r')\n", + "plt.scatter(7,5,c='b')\n", + "plt.scatter(9,5,c='g')\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 286 + }, + "colab_type": "code", + "id": "bknv5bflU8A_", + "outputId": "3f289337-ed91-447e-837d-1aa9eb0987b5" + }, + "outputs": [], + "source": [ + "# we do not have to specify a color for each point.\n", + "# we can use an array that points to a specific color in a colormap\n", + "\n", + "#cm for colormap\n", + "cm = plt.cm.get_cmap('RdYlBu')\n", + "xy = np.arange(20)\n", + "z = xy\n", + "print('color array:',z)\n", + "# the color is an array! that takes a color from cmap\n", + "sc = plt.scatter(xy, xy, c=z, vmin=0, vmax=20, s=35, cmap=cm)\n", + "plt.colorbar(sc)\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 1000 + }, + "colab_type": "code", + "id": "X6lv5QcKV3sE", + "outputId": "5d32069d-33a3-4816-bab7-50520604754e" + }, + "outputs": [], + "source": [ + "# let's crop some images and average/median them\n", + "images = [] \n", + "l = 50\n", + "# Selecting some regions in the image\n", + "for i in range(5):\n", + " images.append(insect[0+i*l:50+i*l,0+i*l:50+i*l])\n", + "\n", + "images = np.asarray(images)\n", + "# we need to specify the 'axis' to let the function know which dimention to operate; do we want to operate the lines, the rows or the entire images? \n", + "image_median = np.median(images,axis=0) \n", + "image_average = np.average(images,axis=0)\n", + "for image in images:\n", + " plt.figure()\n", + " plt.imshow(image)\n", + " plt.title('Image #%d'%i)\n", + "plt.figure()\n", + "plt.imshow(image_median)\n", + "plt.title('Median')\n", + "plt.figure()\n", + "plt.imshow(image_average)\n", + "plt.title('Averaged')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 136 + }, + "colab_type": "code", + "id": "SNobSNCWUOvm", + "outputId": "b8aa9ed1-7008-4af6-fad4-7325613e1711" + }, + "outputs": [], + "source": [ + "insect[0:50,0:50]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": {}, + "colab_type": "code", + "id": "lMFiA_-kWMPi" + }, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "R-Zy3DjC_aLS" + }, + "source": [ + "# Contours" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 486 + }, + "colab_type": "code", + "id": "4mbikrYoNKuj", + "outputId": "cbfd146c-359d-4169-dfc8-46adb22cb14a", + "scrolled": false + }, + "outputs": [], + "source": [ + "# There are functions that can fill the spaces for us!\n", + "\n", + "number_of_points=100\n", + "# creating an array to achieve a better resolution\n", + "x = np.linspace(-5,5,number_of_points)\n", + "y = np.linspace(-5,5,number_of_points)\n", + "xx, yy = np.meshgrid(x, y, sparse=True)\n", + "z = np.sin(xx**2 + yy**2) / (xx**2 + yy**2)\n", + "\n", + "h = plt.contourf(x,y,z)\n", + "plt.show()\n", + "\n", + "print('The information needed to construct an image is in z:',z)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "YmKi6Io8GkCK" + }, + "source": [ + "Basically, all the information of an image is contained in the 'z' array. Each row is a horizontal line and each value within these vectors is spatially linked to the vertical axis and its value is the color. " + ] + } + ], + "metadata": { + "colab": { + "collapsed_sections": [ + "R-Zy3DjC_aLS", + "s205adVKfBjv" + ], + "name": "Lecture_4.ipynb", + "provenance": [] + }, + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.6.7" + } + }, + "nbformat": 4, + "nbformat_minor": 1 +} diff --git a/old_website/PAARC/PARC_image_analysis.html b/old_website/PAARC/PARC_image_analysis.html new file mode 100644 index 0000000..e716abd --- /dev/null +++ b/old_website/PAARC/PARC_image_analysis.html @@ -0,0 +1,16245 @@ + + + + +PARC_image_analysis + + + + + + + + + + + + + + + + + + + + + + +
+
+ +
+
+
+

This lecture is based on two GRADMAP resources originally written by Tomas Ahumada, Laura Lenkic, Edgar Perez, Alex Dittman, and Ramsey Karim, among other gradute students at the Astronomy and Physics departments at the University of Maryland

+ +
+
+
+
+
+
+

Introduction to Image Processing

Image processing is a very useful tool for scientists in the lab, and for everyday uses as well. For, example, an astronomer may use image processing to help find and recognize stars, or a self driving car may use it to stay in the correct lane.

+

This lecture will teach you some of the fundamental tools of image processing so that you can use it in your own studies/applications.

+

Fundamentals

+
+
+
+
+
+
+

What is an image, really?

alt text

+

Figure 1: Felix the cat

+

As we can see from Felix the cat, images are just a coordinate system in which each block (x,y) has a value associated to it. These values are later interpreted as a color.

+

For example, in Figure 1, we would be describing two colors (black and white) and we could describe them using 1's and 0's. In general, 0 is taken to mean the absence of color, which means that 0 = black and 1 = white. Putting these ideas together, we can see that each point in an image requires three peices of information:

+
    +
  1. x - position
    2. +
  2. y - position
    3. +
  3. color (1 or 0)
    4. +
+

So if we were instructing a computer to produce even a small image, we would need to give it a large list of numbers.

+
+

alt text

+

Figure 2: Checker board pattern

+

For example, suppose we wanted the computer to produce the checkboard patter that we see in Figure 2. If we make a list of the information the computer needs, we can format it like (x-coordinate, y-coordinate, color) and the whole list would be

+

(1,1,1), (1,2,0), (1,3,1), (2,1,0), (2,2,1), (2,3,0), (3,1,1), (3,2,0), (3,3,1)

+
+

alt text

+

Figure 3: Images

+

To make the image making process easier, people decided to ditch the traditional coordinate system and use matricies instead! However, because both systems work and because sometimes one method can be more convenient than the other, both still exists, but they have different names.

+

When you use a coordinate system to instruct the computer, that's a scatter plot. When you use a matrix, that's called an image.

+

To instruct the computer to make a scatter plot of the 9 square checkerboard, we had to give it 3x9=27 numbers. To insturct it to make an image of the checkerboard, we only have to give it 9 numbers, but they have to be in the correct order. Specifically, the order looks like this:

+ +
image = [ [1, 0, 1],
+          [0, 1, 0],
+          [1, 0, 1] ]
+

Each location that we assign a value to is considered a pixel. Thus, we have created an image that is 3 pixels wide and 3 pixels tall, and it has a total of 9 pixels.

+

When we watch youtube videos at 1080p, we are actually looking at pictures that are 1080 pixels tall and 1920 pixel wide. These images have a total of 1080x1920 = 2,073,600‬ pixels. If we round to the nearest million, there are approximately 2 million pixels in each image. This would be considered a 2 Mega Pixel (MP) image. This is the same number phone manufactures using when talking about how many megapixels their newest device has.

+
+ +
+
+
+
+
+
+

Exercise 1: Making images

alt text

+

Can you make the image matrix for the checker board that is shown above?

+

For this we will:

+
    +
  1. create a matrix
    2. +
  2. plot the image using plt.imshow()
    3. +
  3. change the colormap
    4. +
+ +
+
+
+
+
+
In [34]:
+
+
+
# set exercise1 equal to your matrix
+#SOLUTION:
+exercise1 = [[0,1,0],
+             [1,0,1],
+             [0,1,0]]
+
+ +
+
+
+ +
+
+
+
+

We can check if we got this right by having the computer make the image. To do this, we will use matplotlib's "plt.imshow" function, which takes in matricies and turns them into images.

+ +
+
+
+
+
+
In [35]:
+
+
+
import matplotlib.pyplot as plt
+import numpy as np
+
+plt.imshow(exercise1)
+
+ +
+
+
+ +
+
+ + +
+ +
Out[35]:
+ + + + +
+
<matplotlib.image.AxesImage at 0x7fa054e1db70>
+
+ +
+ +
+ +
+ + + + +
+ +
+ +
+ +
+
+ +
+
+
+
+

Now, we have gotten a figure that looks like the correct board, but the colors are wrong. To fix this, we need to tell the computer that we want to see the image in grayscale. We do this by inserting a "cmap" into the plt.imshow function. "cmap" stands for "color map" and in this case, we will set it to grayscale

+ +
+
+
+
+
+
In [36]:
+
+
+
from matplotlib import cm
+plt.imshow(exercise1, cmap=cm.gray)
+
+ +
+
+
+ +
+
+ + +
+ +
Out[36]:
+ + + + +
+
<matplotlib.image.AxesImage at 0x7fa0576b8128>
+
+ +
+ +
+ +
+ + + + +
+ +
+ +
+ +
+
+ +
+
+
+
+

If the output of the code above does not match the chekerboad in the exercise try again or ask for help. Notice how the order of the numbers is important to final image.

+ +
+
+
+
+
+
+

Exercise 1, part II:

    +
  1. Can you show what would happend to the plot if instead of ones and zeros you replace one number with a 2?
    2. +
  2. Now show what happens if you change multiple entries to different numbers.
    3. +
+ +
+
+
+
+
+
In [38]:
+
+
+
# solution
+# part 1
+exercise1b1 = [[0,2,0],
+              [1,0,1],
+              [0,1,0]]
+
+plt.imshow(exercise1b1, cmap=cm.gray)
+
+ +
+
+
+ +
+
+ + +
+ +
Out[38]:
+ + + + +
+
<matplotlib.image.AxesImage at 0x7fa0584481d0>
+
+ +
+ +
+ +
+ + + + +
+ +
+ +
+ +
+
+ +
+
+
+
In [41]:
+
+
+
#part 2
+
+exercise1b2 = [[0,3,0],
+              [2,7,1],
+              [0,1,0]]
+
+plt.imshow(exercise1b2, cmap=cm.gray)
+
+ +
+
+
+ +
+
+ + +
+ +
Out[41]:
+ + + + +
+
<matplotlib.image.AxesImage at 0x7fa05864d828>
+
+ +
+ +
+ +
+ + + + +
+ +
+ +
+ +
+
+ +
+
+
+
+

Exercise 2: Understanding matrixes with scatter plots

+
+
+
+
+
+
+

Other plotting tools like plt.scatter, helps us show data in very intuitive ways.

+ +
+
+
+
+
+
In [6]:
+
+
+
%matplotlib inline
+import numpy as np
+
+N=100 #number of data points
+np.random.seed(0) #fix Random number generator seed for consistent data
+
+#make some 'fake' data to plot
+altitude = 2**np.random.uniform(low=0.0, high = 5.0, size=N) 
+temperature = 300.0 - 5*altitude**0.5 + np.random.normal(loc=20,scale=10,size=N)
+
+ +
+
+
+ +
+
+
+
In [42]:
+
+
+
# use plt.scatter() to plot the arrays altitude and temperature
+import matplotlib.pyplot as plt
+plt.scatter(altitude, temperature)
+plt.xlabel('altitude')
+plt.ylabel("temperature")
+plt.title("remember this is fake data!")
+
+ +
+
+
+ +
+
+ + +
+ +
Out[42]:
+ + + + +
+
Text(0.5, 1.0, 'remember this is fake data!')
+
+ +
+ +
+ +
+ + + + +
+ +
+ +
+ +
+
+ +
+
+
+
+

Now, what if in addition to altitude, we have data for X and Y positions:

+ +
+
+
+
+
+
In [8]:
+
+
+
x = np.random.uniform(low=0, high=10, size=N)
+y = np.random.uniform(low=0, high=10, size=N)
+
+ +
+
+
+ +
+
+
+
+

With a little extra legwork, we can make a 3D scatterplot in matplotlib showing at which positions we have data:

+ +
+
+
+
+
+
In [9]:
+
+
+
ax = plt.figure().add_subplot(projection='3d')
+ax.scatter(x,y,altitude)
+ax.set_xlabel('X')
+ax.set_ylabel('Y')
+ax.set_zlabel("altitude")
+
+ +
+
+
+ +
+
+ + +
+ +
Out[9]:
+ + + + +
+
Text(0.5, 0, 'altitude')
+
+ +
+ +
+ +
+ + + + +
+ +
+ +
+ +
+
+ +
+
+
+
+

It might also be useful to use colors to show the temperature measured at each data point. We can do this using:

+ +
+
+
+
+
+
In [164]:
+
+
+
ax = plt.figure().add_subplot(projection='3d')
+ax.scatter(x,y,altitude,
+           c=temperature, cmap='plasma')
+ax.set_xlabel('X')
+ax.set_ylabel('Y')
+ax.set_zlabel("altitude");
+
+ +
+
+
+ +
+
+ + +
+ +
+ + + + +
+ +
+ +
+ +
+
+ +
+
+
+
+

Now the colors are specified using the temperature data. The above example uses the 'plasma' colormap, so high temperatures are in brighter more yellow colors, and cooler temperatures are darker blue/purple colors. You can read more about colormaps and see some of the other options here.

+

But now, let's go back to 2D data for a moment. For example, we might have a thousands of measurements of stellar masses and radii and try to use a scatter plot to visualize them:

+ +
+
+
+
+
+
In [43]:
+
+
+
N = 100000
+M = np.random.normal(loc=1.4, scale=0.1, size=N)
+R = M*12*np.random.power(4, size=N)*np.random.normal(scale=0.08,loc=1,size=N)
+plt.scatter(R,M)
+plt.xlabel('R')
+plt.ylabel('M')
+
+ +
+
+
+ +
+
+ + +
+ +
Out[43]:
+ + + + +
+
Text(0, 0.5, 'M')
+
+ +
+ +
+ +
+ + + + +
+ +
+ +
+ +
+
+ +
+
+
+
+

It's almost imposible to make out any of the details! The points are so large they overlap entirely in most of the plot. Thankfully, there are other tools for visulizing large numbers of samples.

+ +
+
+
+
+
+
+

Exercise 2, part 2

    +
  1. Using this tutorial, plot R and M and describe what you see.
    2. +
  2. Can you find what are the coordinates of the higgest density area? hint: you can look for the bin with the largest value.
    3. +
  3. Overplot a star at the position of the higgest density area.
    4. +
+ +
+
+
+
+
+
In [45]:
+
+
+
hb = plt.hexbin(R, M, gridsize=50, bins='log', cmap='inferno')
+plt.xlabel('R')
+plt.ylabel('M')
+
+ +
+
+
+ +
+
+ + +
+ +
+ + + + +
+ +
+ +
+ +
+
+ +
+
+
+
In [54]:
+
+
+
bin_number = hb.get_array() # where is the max
+ind = np.argmax(bin_number)
+pos = hb.get_offsets()
+
+hb = plt.hexbin(R, M, gridsize=50, bins='log', cmap='inferno')
+plt.scatter(pos[ind][0],pos[ind][1],marker='*')
+plt.xlabel('R')
+plt.ylabel('M')
+
+ +
+
+
+ +
+
+ + +
+ +
Out[54]:
+ + + + +
+
Text(0, 0.5, 'M')
+
+ +
+ +
+ +
+ + + + +
+ +
+ +
+ +
+
+ +
+
+
+
+

Images

Often times, we'll find ourselves plotting images, i.e. colors over a grid of positions, or similar data (e.g. temperature over a grid of x and y coordinates, which we can represent using color). If we have an image, we can use some of matplotlib's tools to load it in, e.g.

+ +
+
+
+
+
+
In [55]:
+
+
+
from PIL import Image  #need this to grab an image from a URL
+import requests  #this too
+img = Image.open(requests.get("https://science.nasa.gov/science-red/s3fs-public/styles/large/public/thumbnails/image/Hertz_Feb13.jpg", stream=True).raw)
+plt.gca().axis('off') #try commenting this line!
+plt.imshow(img)
+
+ +
+
+
+ +
+
+ + +
+ +
Out[55]:
+ + + + +
+
<matplotlib.image.AxesImage at 0x7fa039603400>
+
+ +
+ +
+ +
+ + + + +
+ +
+ +
+ +
+
+ +
+
+
+
+

Wow, Paul (the head of NASA astrophysics) looks dapper! We can also try using different colormaps by first extracting just the black-and-white image.

+ +
+
+
+
+
+
+

Pop art exercise

Become a pop artist and emulate Andrew Warhola (a.k.a. Andy Warhol): +Use your favorite 6 colormaps (Google them!) and complete this fabulous collage.

+ +
+
+
+
+
+
In [58]:
+
+
+
imglum = img.convert('L') #extract just the brightness information from the image
+fig, ax = plt.subplots(1,6, figsize=(16,4))
+ax[0].imshow(imglum, cmap='gray')
+ax[1].imshow(imglum, cmap='Reds_r')
+ax[2].imshow(imglum, cmap='cool')
+ax[3].imshow(imglum, cmap='viridis')
+ax[4].imshow(imglum, cmap='jet')
+ax[5].imshow(imglum, cmap='magma')
+for i in range(6): ax[i].axis('off')
+plt.subplots_adjust(wspace=0.0)
+
+ +
+
+
+ +
+
+ + +
+ +
+ + + + +
+ +
+ +
+ +
+
+ +
+
+
+
+

Some of these are not like the others...... In particular, 'cool' and 'jet' make him look a little less dapper.... This is largely because 'jet' and 'cool' don't just go from dark to light, but wiggle around a bit as well. This can potentially lead to misleading images, but the python default 'viridis', doesn't have this problem so you should be okay. Here are a few other discussions on colormaps and picking the right colormap for your data: 1 2 3. Another python package that includes good colormaps is cmocean, which is developed by an oceanographer, but used all over the place.

+ +
+
+
+
+
+
+

In addition to 'plt.imshow', there are a few other ways to plot image-like data. Some examples are given here, but we'll cover 'pcolor' and 'pcolormesh.'

+

First, we'll make some arrays for x and y coordinates, then some data (let's call it temperature again).

+ +
+
+
+
+
+
In [ ]:
+
+
+
X = np.linspace(0,10,200)
+Y = np.linspace(0,20,200)
+Xgrid, Ygrid = np.meshgrid(X,Y)
+temperatures = 300+20*(np.cos(Xgrid)*np.cos(Ygrid))**3*np.exp(-0.01*(Xgrid-3)**2*(Ygrid-7)**2)
+plt.pcolor(X, Y, temperatures)
+plt.show()
+plt.pcolormesh(Xgrid, Ygrid, temperatures)
+
+ +
+
+
+ +
+
+
+
+

Great! The main difference between 'pcolor' and 'pcolormesh' is that pcolor takes 1D arrays of X and Y positions individually, and only works for Cartesian grids, while pcolormesh takes 2D arrays of X and Y coordinates. For Cartesian data they work in essentially the same way, although pcolormesh is typically a lot faster, especially for large images. However, pcolormesh also works for non-cartesian data:

+ +
+
+
+
+
+
In [20]:
+
+
+
r = np.linspace(0.5, 3.0, 200)
+theta = np.linspace(0.0, 2.0*np.pi, 200)
+Rgrid, Tgrid = np.meshgrid(r, theta)
+X = Rgrid*np.sin(Tgrid)
+Y = Rgrid*np.cos(Tgrid)
+temperatures = (1+np.cos(X*10)*np.cos(Y*10)**5)*np.exp(-5*(Rgrid-1.75)**2)
+plt.pcolormesh(X, Y, temperatures, cmap='plasma_r')
+plt.gca().axis('equal')  #without this, the circle looks like an oval!
+
+ +
+
+
+ +
+
+ + +
+ +
+ + + + +
+ +
+ +
+ +
+
+ +
+
+
+
+

Image Arithmatic

Now that we have covered the fundamentals, we can start diving into image manipulations, starting with slices and arithmatic.

+

There are many tools we can use to learn about image processing. Today, we will be using Scikit-Image, a free to use and easy to learn python library, and we'll start by looking at an image of an insect.

+ +
+
+
+
+
+
In [8]:
+
+
+
# first we import the input/output module from skimage called "io". io lets us 
+# read files on the computer or online
+from skimage import io
+insect = io.imread('https://matplotlib.org/3.1.1/_images/stinkbug.png')
+
+#we can take a look at the image we just imported once again using image show.
+plt.imshow(insect, cmap=cm.gray, vmin=0, vmax=256)
+plt.colorbar()
+
+ +
+
+
+ +
+
+ + +
+ +
Out[8]:
+ + + + +
+
<matplotlib.colorbar.Colorbar at 0x13aa35da0>
+
+ +
+ +
+ +
+ + + + +
+ +
+ +
+ +
+
+ +
+
+
+
+

Remember that, since we are working with images, the information is stored inside of a matrix. Lets take a look at that matrix.

+ +
+
+
+
+
+
In [9]:
+
+
+
# show the array
+print(insect)
+
+ +
+
+
+ +
+
+ + +
+ +
+ + +
+
[[104 104 104 ... 109 109 109]
+ [105 105 105 ... 109 109 109]
+ [107 106 106 ... 110 110 110]
+ ...
+ [112 111 110 ... 116 115 115]
+ [113 113 112 ... 115 114 114]
+ [113 115 115 ... 114 114 113]]
+
+
+
+ +
+
+ +
+
+
+
+

The first thing we notice is that this image is no longer just 1's and 0's. The numbers go from 0 to 256, and recalling that 0 = absence of light, we take 0=black and 256=white. All of the numbers between 0 and 255 are various shades of gray.

+

Next, we can see that there are ellipses inside of the matrix. This is python's way of telling us that there are so many positions and values that writing them all out would take a huge amount of space on the screen, and a list that big is hard to read.

+

In the checker board example we had an image that had 3 rows and 3 columns. We can check the shape of any matrix by adding ".shape" after its name. Let's see the shape of the insect image

+ +
+
+
+
+
+
In [10]:
+
+
+
# show the shape of the array
+print(insect.shape)
+
+ +
+
+
+ +
+
+ + +
+ +
+ + +
+
(375, 500)
+
+
+
+ +
+
+ +
+
+
+
+

It looks like this matrix has 375 rows and 500 columns, so we expect it to be wider than it is tall. We can take a look at the value of a specific pixel by calling its location like this:

+ +
+
+
+
+
+
In [11]:
+
+
+
# show the value of the pixel in the 100th row and 200th column
+print(insect[100,200])
+
+ +
+
+
+ +
+
+ + +
+ +
+ + +
+
157
+
+
+
+ +
+
+ +
+
+
+
+

Cropping

+

Cropping an image is very simple. Basically, we have a really big matrix, but want to get rid of the rows and columns that we are not interestesd in. We can do this by slicing the matrix usng brackets [ ] as show below:

+ +
+
+
+
+
+
In [12]:
+
+
+
# display only the section of the image between columns 150 - 350 and rows 200 - 400
+plt.imshow(insect[50:150,150:275], cmap=cm.gray, vmin=0, vmax=256)
+
+ +
+
+
+ +
+
+ + +
+ +
Out[12]:
+ + + + +
+
<matplotlib.image.AxesImage at 0x13ac1a0b8>
+
+ +
+ +
+ +
+ + + + +
+ +
+ +
+ +
+
+ +
+
+
+
+

In this case we cropped to the left most antenna.

+ +
+
+
+
+
+
+

Exercise 3: Cropping

By altering the slice locations of the image matrix, can you crop the photo to focus in on the insect's face?

+ +
+
+
+
+
+
In [13]:
+
+
+
plt.imshow(insect[150:250,210:300], cmap=cm.gray, vmin=0, vmax=256)
+
+ +
+
+
+ +
+
+ + +
+ +
Out[13]:
+ + + + +
+
<matplotlib.image.AxesImage at 0x13acd6860>
+
+ +
+ +
+ +
+ + + + +
+ +
+ +
+ +
+
+ +
+
+
+
+

Image Arithmatic (continued)

since we are still working with a matrix, we are free to do normal math operations on it. For example, we can divide all of the values in the image by 2. This should darken the image, lets try it:

+ +
+
+
+
+
+
In [14]:
+
+
+
#divide the image by two and display it
+plt.imshow((insect*0.5).astype(int), cmap=cm.gray)#, vmax=255, vmin=0)
+plt.colorbar()
+
+ +
+
+
+ +
+
+ + +
+ +
Out[14]:
+ + + + +
+
<matplotlib.colorbar.Colorbar at 0x13aab4160>
+
+ +
+ +
+ +
+ + + + +
+ +
+ +
+ +
+
+ +
+
+
+
+

To brighten the image, we can instead multiply the matrix by 1.5:

+ +
+
+
+
+
+
In [15]:
+
+
+
#multiply the image by 1.5 and display it
+plt.imshow((insect*1.5).astype(int), cmap=cm.gray, vmax=255, vmin=0)
+plt.colorbar()
+
+ +
+
+
+ +
+
+ + +
+ +
Out[15]:
+ + + + +
+
<matplotlib.colorbar.Colorbar at 0x13b33aac8>
+
+ +
+ +
+ +
+ + + + +
+ +
+ +
+ +
+
+ +
+
+
+
+

We can also add and subtract images from one another. For example, we can subtract an image from its self:

+ +
+
+
+
+
+
In [16]:
+
+
+
# subtract the image to itself and display
+plt.imshow(insect-insect, cmap=cm.gray, vmax=256, vmin=0)
+# check that the array in full of zeros
+print(insect-insect)
+
+ +
+
+
+ +
+
+ + +
+ +
+ + +
+
[[0 0 0 ... 0 0 0]
+ [0 0 0 ... 0 0 0]
+ [0 0 0 ... 0 0 0]
+ ...
+ [0 0 0 ... 0 0 0]
+ [0 0 0 ... 0 0 0]
+ [0 0 0 ... 0 0 0]]
+
+
+
+ +
+ +
+ + + + +
+ +
+ +
+ +
+
+ +
+
+
+
+

We can also directly modify the values of the matrix elements ourselves. For example, if we want to set a portion of the image to solid black, we can do so by setting all of the pixels in that region to zero, like this:

+ +
+
+
+
+
+
In [17]:
+
+
+
# set the region x=[50,100] and y=[50,100] to zero and display
+img = np.copy(insect)
+img[50:100,50:100] = 0
+plt.imshow(img, cmap=cm.gray, vmax=256, vmin=0)
+
+ +
+
+
+ +
+
+ + +
+ +
Out[17]:
+ + + + +
+
<matplotlib.image.AxesImage at 0x13b5dccc0>
+
+ +
+ +
+ +
+ + + + +
+ +
+ +
+ +
+
+ +
+
+
+
+

Exercise 4: Censorship

By altering the code below, censor the insects face with a white block. Remember that white = 255

+ +
+
+
+
+
+
In [18]:
+
+
+
img = np.copy(insect)
+img[150:250,210:300] = 255
+plt.imshow(img, cmap=cm.gray, vmax=256, vmin=0)
+
+ +
+
+
+ +
+
+ + +
+ +
Out[18]:
+ + + + +
+
<matplotlib.image.AxesImage at 0x13b6429b0>
+
+ +
+ +
+ +
+ + + + +
+ +
+ +
+ +
+
+ +
+
+
+
+

Challenge Problem : Gradients

+
+
+
+
+
+
In [77]:
+
+
+
# challenge problem: make a fading image from top to bottom (hint: multiply the image by a gradient you can create)
+plt.imshow(insect * np.linspace(0,2,len(insect))[:, None],cmap=cm.gray, vmax=256, vmin=0 )
+
+ +
+
+
+ +
+
+ + +
+ +
+ + +
+
+---------------------------------------------------------------------------
+NameError                                 Traceback (most recent call last)
+<ipython-input-77-52c127b765b9> in <module>
+      1 # challenge problem: make a fading image from top to bottom (hint: multiply the image by a gradient you can create)
+----> 2 plt.imshow(insect * np.linspace(0,2,len(insect))[:, None],cmap=cm.gray, vmax=256, vmin=0 )
+
+NameError: name 'insect' is not defined
+
+
+ +
+
+ +
+
+
+
+

Advanced Image Processing

+
+

Blob Detection

What are blobs and why do we care?

In essence, "blob detection" is the process of searching for and identifying bright spots on a dark background, or dark spots on a light background. The "blobs" can correspond to any number of physical phenomena. In astronomy, for example, this can be relevant if you have an image of a part of the sky and want to identify something like galaxies. You might be wondering though, why not just look at an image yourself and pick out blobs "by eye"? In our example of identifying galaxies in an astronomical image, a systematic way of doing this may be beneficial for several reasons:

+
    +
  • you may have faint objects in your image the are difficult to distinguish from the background
    • +
  • you may have a crowded field where bright points are close enough together that they are difficult to disentangle
    • +
  • you may have a large dataset where it would just take you a long time to go through everything by hand
    • +
  • you may want to define where a blob "ends" in a systematic way so that your blob definition is consistent across all objects you identify
    • +
+

These are just some of the reasons why a systematic approach to identifying blobs in images could be beneficial. Checking the output of your algorithm by eye, however, is wise to make sure that it is not outputting nonsense.

+

Let's get started with first reading in our first astronomical image; a nearby group of galaxies! Astronomical images are stored as "fits" files, this is essentially a table that contains the information of how bright the sky is at each pixel in your image, and a "header", which contains information about how pixels translate into coordinates on the sky, what instrument was used, and the units of the image for example. We will read the fits file into a numpy array using the package called astropy (see http://docs.astropy.org/en/stable/index.html for documentation). This package streamlines the process of working with astronomical images in Python.

+ +
+
+
+
+
+
+

First we will import a few packages that we are going to use throughout this section: skimage will allow us to run the blob detection algorithms, matplotlib will allow us to plot our data, astropy will allow us to read "fits" files, and numpy will let us do cool things with arrays.

+ +
+
+
+
+
+
In [78]:
+
+
+
from skimage.feature import blob_dog, blob_log, blob_doh
+import matplotlib.pyplot as plt
+from astropy.io import fits
+import numpy as np
+from astropy.utils.data import download_file
+
+ +
+
+
+ +
+
+
+
+

This line reads the fits file --> data table and header.

+ +
+
+
+
+
+
In [89]:
+
+
+
url = 'https://github.com/tahumada/tahumada.github.io/blob/master/PAARC/RSCG1.fits?raw=true'
+filename = download_file(url, cache=True)
+hdu = fits.open(filename)
+
+ +
+
+
+ +
+
+
+
+

Exercise 5: hdu

    +
  1. What is the type of hdu?
    2. +
  2. What happens when you print hdu?
    3. +
+ +
+
+
+
+
+
In [84]:
+
+
+
#Insert your code here:
+
+print(type(hdu))
+print(hdu)
+
+ +
+
+
+ +
+
+ + +
+ +
+ + +
+
<class 'astropy.io.fits.hdu.hdulist.HDUList'>
+[<astropy.io.fits.hdu.image.PrimaryHDU object at 0x7fa03cc5b5f8>]
+
+
+
+ +
+
+ +
+
+
+
+

This line reads the data associated with the header into a numpy array. A fits file can have more than one header, and since Python indices start at 0, we tell Python to read the data associated with the first (and only) header associated with this fits file.

+ +
+
+
+
+
+
In [90]:
+
+
+
image = hdu[0].data
+# This line closes the fits file because we don't need it anymore; we've already read the data into an array.
+hdu.close()
+
+ +
+
+
+ +
+
+
+
+

Exercise 6: Astronomical Images

    +
  1. What is the type of the image?
    2. +
  2. What happens when you print image?
    3. +
  3. What are the dimensions of image?
    4. +
  4. What are the minimum and maximum values?
    5. +
+ +
+
+
+
+
+
In [63]:
+
+
+
#Insert your code here:
+
+print(type(image)) # this prints the type, how would you show the answers to 2-4?
+print(image)
+print(image.shape)
+print(np.max(image))
+print(np.min(image))
+
+ +
+
+
+ +
+
+ + +
+ +
+ + +
+
<class 'numpy.ndarray'>
+[[3001 3001 3253 ... 3137 3137 3137]
+ [3102 3102 3607 ... 2935 2935 2935]
+ [3506 3506 3607 ... 2935 2935 3339]
+ ...
+ [3251 3251 3352 ... 3681 3681 3278]
+ [3453 3049 3352 ... 3278 3681 3681]
+ [3453 3049 3352 ... 3278 3681 3681]]
+(177, 177)
+15503
+2573
+
+
+
+ +
+
+ +
+
+
+
+

That's it, you've now read your astronomical image into Python and can work with the data and analyze it! Let's visualize the data now to get an idea of what it is we are actually dealing with.

+ +
+
+
+
+
+
In [96]:
+
+
+
# imshow will map the 2D array (our data), and origin='lower' tells imshow to plot (0,0) in the bottom left corner. 
+plt.imshow(image,origin='lower')
+plt.colorbar()
+plt.show()
+
+
+# EXERCISE: What happens if you remove origin='lower'? How does the mapping of the image change?
+
+ +
+
+
+ +
+
+ + +
+ +
+ + + + +
+ +
+ +
+ +
+
+ +
+
+
+
+

We can now run some blob finding algorithms on this data set and see what we find and if it makes sense! For this, we will use the scikit-image package which is an image processing pacakge in Python. This package has three algorithms for detecting blobs (all discussed here: https://en.wikipedia.org/wiki/Blob_detection):

+
    +
  • Laplacian of Gaussian
    • +
  • Difference of Gaussian
    • +
  • Determinant of Hessian
    • +
+

This is great, but what does this actually mean? How do they work? What's the difference between them?

+

Laplacian of Gaussian

This algorithm starts by smoothing (blurring) the entire image with a two-dimensional Gaussian function:

+$$\begin{align} g(x,y,\sigma) = \frac{1}{2\pi\sigma^2} e^\left(-\frac{x^2+y^2}{2\sigma^2}\right) \end{align}$$

+

where $(x,y)$ correspond to pixel coordinates on your image, and $\sigma$ represents the "size" or "width" of the Gaussian function. The algorithm then performs a mathematical computation called taking the "Laplacian", however we will not go into the details of that. What this effectively gives you is strong responses for blobs of size $\sqrt{2}\sigma$. This means that the algorithm is most sensitive to detecting blobs that have a similar size to that of the Gaussian function that you smooth your image with in the first place. In order to detect blobs of varying size, you need to use an approach that allows you to smooth your image with Gaussians of varying sizes to try to match the scale of potential blobs. This approach is the most accurate but also the slowest approach, especially for the largest blobs, because it needs to smooth the image with a larger Gaussian.

+

The scikit-image function "blob_log" (https://scikit-image.org/docs/dev/api/skimage.feature.html#skimage.feature.blob_log) has this capability. To run it, we simply need to call the function and provide it with the correct input parameters. In the following piece of code, this is what we are going to provide the function with:

+
    +
  • image to run the blob detection on
    • +
  • min_sigma: the minimum size for the Gaussian that will be used to smooth the image; this corresponds to the smallest blobs we expect in the image
    • +
  • max_sigma: the maximum size for the Gaussian that will be used to smooth the image; this corresponds to the largest blobs we expect in the image
    • +
  • num_sigma: the number of sizes to consider between the minimum and maximum
    • +
  • threshold: relates to how faint of a blob you can detect; a smaller threshold will detect fainter blobs
    • +
+

The call to this function will output a list of x and y coordinates corresponding to the center of each blob, as well as the "size" of the Gaussian that it used to find that blob. Let's try it out!

+ +
+
+
+
+
+
In [65]:
+
+
+
# This line calls the blob detection (Laplacian of Gaussian function) on our galaxies image with the parameters that
+# we provide
+blobs_log = blob_log(image, min_sigma = 2, max_sigma=9, num_sigma=8, threshold=.05)
+
+ +
+
+
+ +
+
+ + +
+ +
Out[65]:
+ + + + +
+
((30, 3),
+ array([[176.,  11.,   2.],
+        [174.,  30.,   2.],
+        [156.,  78.,   2.],
+        [150., 110.,   2.],
+        [128.,  55.,   2.],
+        [126.,  92.,   2.],
+        [126.,   1.,   2.],
+        [119.,  99.,   2.],
+        [111.,  13.,   2.],
+        [107., 108.,   8.],
+        [106.,  40.,   2.],
+        [101.,  92.,   2.],
+        [ 95., 111.,   2.],
+        [ 95.,  25.,   3.],
+        [ 92.,  58.,   2.],
+        [ 89., 139.,   5.],
+        [ 82., 106.,   2.],
+        [ 81.,  78.,   2.],
+        [ 73., 100.,   4.],
+        [ 72.,  19.,   2.],
+        [ 71., 166.,   2.],
+        [ 61.,   3.,   2.],
+        [ 57., 121.,   2.],
+        [ 52., 105.,   2.],
+        [ 48.,  20.,   2.],
+        [ 26.,  62.,   3.],
+        [ 23., 122.,   3.],
+        [ 18.,  16.,   3.],
+        [ 15.,   3.,   2.],
+        [ 12., 158.,   2.]]))
+
+ +
+ +
+
+ +
+
+
+
+

Exercise 7: Blobs

What kind of output does blobs_log provide? What are its dimensions? What does the length of blobs_log physically correspond to?

+ +
+
+
+
+
+
In [93]:
+
+
+
# How would you explore this questions?
+
+
+#1. What kind of output is blobs_log?
+#2. What are its dimension?
+#3. What does the length of blobs_log physically correspond to?
+
+# solution:
+print(type(blobs_log))
+print(blobs_log)
+print(blobs_log.shape)
+
+ +
+
+
+ +
+
+ + +
+ +
+ + +
+
<class 'numpy.ndarray'>
+[[176.          11.           2.82842712]
+ [174.          30.           2.82842712]
+ [156.          78.           2.82842712]
+ [150.         110.           2.82842712]
+ [128.          55.           2.82842712]
+ [126.          92.           2.82842712]
+ [126.           1.           2.82842712]
+ [119.          99.           2.82842712]
+ [111.          13.           2.82842712]
+ [107.         108.          11.3137085 ]
+ [106.          40.           2.82842712]
+ [101.          92.           2.82842712]
+ [ 95.         111.           2.82842712]
+ [ 95.          25.           4.24264069]
+ [ 92.          58.           2.82842712]
+ [ 89.         139.           7.07106781]
+ [ 82.         106.           2.82842712]
+ [ 81.          78.           2.82842712]
+ [ 73.         100.           5.65685425]
+ [ 72.          19.           2.82842712]
+ [ 71.         166.           2.82842712]
+ [ 61.           3.           2.82842712]
+ [ 57.         121.           2.82842712]
+ [ 52.         105.           2.82842712]
+ [ 48.          20.           2.82842712]
+ [ 26.          62.           4.24264069]
+ [ 23.         122.           4.24264069]
+ [ 18.          16.           4.24264069]
+ [ 15.           3.           2.82842712]
+ [ 12.         158.           2.82842712]]
+(30, 3)
+
+
+
+ +
+
+ +
+
+
+
+

Data from the blob finder

The first column of blobs_log (blobs_log[0]) is the y-coordinate, the second column (blobs_log[1]) is the x-coordinate, and the third column (blobs_log[2]) is the "size" of the Gaussian that was used to detect the blob.

+ +
+
+
+
+
+
In [66]:
+
+
+
# In this line we use the third column to calculate the radius of the blob itself.
+blobs_log[:, 2] = blobs_log[:, 2] * np.sqrt(2)
+
+ +
+
+
+ +
+
+
+
+

Plotting the blobs

Now we'll plot the blobs onto our image! For this, we will create circles with plt.Circle using the corrdinate and radius information we have from blobs_log. Then we will use add_patch to add that circle to our image. Since the plotting software needs information about the axes of the image in order to know where each circle goes, we use plt.gca() which means "Get Current Axis" and store the axis information into "ax". Then when we add the circle patches to the image, they will appear in the correct places. Finally, since there is more than one blob, we will create the circular patches and add them to the image one-by-one using a while loop.

+ +
+
+
+
+
+
In [67]:
+
+
+
ax = plt.gca()
+ax.imshow(image,origin='lower')
+cnt = 0
+while cnt < len(blobs_log):
+    c = plt.Circle((blobs_log[cnt][1], blobs_log[cnt][0]), blobs_log[cnt][2], color='white', linewidth=2, fill=False)
+    ax.add_patch(c)
+    cnt = cnt + 1
+plt.show()
+
+ +
+
+
+ +
+
+ + +
+ +
+ + + + +
+ +
+ +
+ +
+
+ +
+
+
+
+

Exercise 8: Blob Parameters

Play around with the input parameters in the following block of code, then run it to see how changing they will affect the number and type of blobs detected:

+
    +
  1. What parameter governs the sizeo of the blobs? (bigger, smaller)
    2. +
  2. What parameter governs the number of selected blobs?
    3. +
  3. What parameter governs the number of blobs? (does it pick only the brightest?)
    4. +
+ +
+
+
+
+
+
In [76]:
+
+
+
blobs_log = blob_log(image, min_sigma = 2, max_sigma=9, num_sigma=8, threshold=.05)
+
+### Play with the paramters above this line ###
+blobs_log[:, 2] = blobs_log[:, 2] * np.sqrt(2)
+ax = plt.gca()
+ax.imshow(image,origin='lower')
+cnt = 0
+while cnt < len(blobs_log):
+    c = plt.Circle((blobs_log[cnt][1], blobs_log[cnt][0]), blobs_log[cnt][2], color='white', linewidth=2, fill=False)
+    ax.add_patch(c)
+    cnt = cnt + 1
+plt.show()
+
+ +
+
+
+ +
+
+ + +
+ +
+ + + + +
+ +
+ +
+ +
+
+ +
+
+
+
+

Write down your findings below, such as what parameters give you no blobs, how does changing the parameters affect the results, and anything else that you find interesting!

+ +
+
+
+
+
+
In [31]:
+
+
+
# RECORD YOUR FINDINGS HERE
+
+ +
+
+
+ +
+
+
+
+

Difference of Gaussian (DoG)

This algorithm is an approximation of the Laplacian of Gaussian, where rather than actually computing the "Laplacian" of the Gaussian that we mentioned above, DoG approximates this computation by taking the difference of two successively smoothed (blurred) images. Blobs are then detected as bright-on-dark spots in these difference images. This algorithm has the same disadvantage for larger blobs as the Laplacian of Gaussian algorithm.

+

To run this algorithm, we use the function "blob_dog" (https://scikit-image.org/docs/stable/api/skimage.feature.html#skimage.feature.blob_dog), which takes the same parameters as blob_log, except for num_sigma, because the algorithm needs to take the difference between successive smoothings so it figures out the number of times it needs to smooth the image. This function returns the same type of array as "blob_log" : (y-coord, x-coord, size).

+ +
+
+
+
+
+
+

Exercise 9: DoG

Fill in the input parameters for the call to the blob_dog function and run the code. How is the result from this function different from the previous one?

+ +
+
+
+
+
+
In [32]:
+
+
+
blobs_dog = blob_dog(image, min_sigma=2,max_sigma=9, threshold=0.05)
+blobs_dog[:, 2] = blobs_dog[:, 2] * np.sqrt(2)
+
+ax = plt.gca()
+ax.imshow(image,origin='lower')
+cnt = 0
+while cnt < len(blobs_dog):
+    c = plt.Circle((blobs_dog[cnt][1], blobs_dog[cnt][0]), blobs_dog[cnt][2], color='white', linewidth=2, fill=False)
+    ax.add_patch(c)
+    cnt = cnt + 1
+plt.show()
+
+ +
+
+
+ +
+
+ + +
+ +
+ + + + +
+ +
+ +
+ +
+
+ +
+
+
+
+

Determinant of Hessian

The final option that scikit-image provides is the Determinant of Hessian algorithm. This algorithm performs a different kind of mathematical operation on the smoothed images, it calculates the Hessian matrix of the image (but we won't go into that), and searches for maxima in this matrix. It it the fastest approach, but it is also less accurate and has trouble finding very small blobs.

+

To try it out, we will run the function "blob_doh" (https://scikit-image.org/docs/stable/api/skimage.feature.html#skimage.feature.blob_doh), which takes as input the same parameters as the "blob_log" function. Let's try it out!

+ +
+
+
+
+
+
+

Exercise 10: DoH

Fill in the input parameters for the call to the blob_doh function and run the code. How is the result from this function different from the previous one? How were the input parameters different from the previous algorithms?

+ +
+
+
+
+
+
In [33]:
+
+
+
blobs_doh = blob_doh(image, min_sigma=2, max_sigma=9, num_sigma=8, threshold=.001)
+
+ax = plt.gca()
+ax.imshow(image,origin='lower')
+cnt = 0
+while cnt < len(blobs_doh):
+    c = plt.Circle((blobs_doh[cnt][1], blobs_doh[cnt][0]), blobs_doh[cnt][2], color='white', linewidth=2, fill=False)
+    ax.add_patch(c)
+    cnt = cnt + 1
+plt.show()
+
+ +
+
+
+ +
+
+ + +
+ +
+ + + + +
+ +
+ +
+ +
+
+ +
+
+
+
+
+

Particle Tracking

+
+

Now that we have learned several image processing techniques, we are ready to put them together in an application. In physics, there is an experiment called the Monopole Ion Trap that uses electric fields to trap particles as show below.

+

alt text

+

The basic priciple is that the particle is attracted to and repeled by the rod at the top of the image. In the image above, we have a very stable, well behaved, trap in which the ion just goes back and forth between two locations. However, under certain curcumstances, the particle may start to behave erratically, as shown below.

+

alt text

+

We would like to track the particle so that we can study its position and velocity.

+

Lets start by importing the two movies shown above into python. We have saved each movie, image by image, inside of folders on here. So we will import them as follows:

+ +
+
+
+
+
+
In [146]:
+
+
+
import os
+import requests
+
+files_path = [f'https://github.com/tahumada/tahumada.github.io/blob/master/PAARC/P1%20-%20429V0{i:02}.gif?raw=true'.format(i) for i in range(20)]
+
+# downloading the data
+folder_location = "P1"
+os.system('mkdir '+ folder_location)
+
+for i in range(20):
+    img_data = requests.get(files_path[i]).content
+    with open(folder_location+files_path[i][files_path[i].rfind('/'):-9], 'wb') as handler:
+        handler.write(img_data)
+print('Data dowloaded, check if there is a folder called P1')
+    
+
+ +
+
+
+ +
+
+ + +
+ +
+ + +
+
Data dowloaded, check if there is a folder called P1
+
+
+
+ +
+
+ +
+
+
+
In [149]:
+
+
+
# we import the operating system library OS to help us import many files at once
+import glob 
+
+folder_location = "./P1"
+#the following line will navigate python to the correct foler. chdir stands for change directory.
+files = glob.glob('P1/*.gif')
+print(files[:3])
+
+ +
+
+
+ +
+
+ + +
+ +
+ + +
+
['P1/P1%20-%20429V009.gif', 'P1/P1%20-%20429V008.gif', 'P1/P1%20-%20429V018.gif']
+
+
+
+ +
+
+ +
+
+
+
In [154]:
+
+
+
# use the function io.imread from skimage to show the first element of the list
+
+plt.imshow(io.imread(files[0]))
+
+ +
+
+
+ +
+
+ + +
+ +
Out[154]:
+ + + + +
+
<matplotlib.image.AxesImage at 0x7fa03ecd9b38>
+
+ +
+ +
+ +
+ + + + +
+ +
+ +
+ +
+
+ +
+
+
+
+

Now is a good time to notice that we don't actually need the entire image to do this computation. The only thing we really need is the region the particle travels within, as shown below

+

alt text

+

This is called the Region of Interest (ROI) of an image so we will crop every single image as we import it. Lets do that by importing a test image and checking how we want to crop it:

+ +
+
+
+
+
+
+

Exercise 11: Cropping 2

Find the correct copping location by chaning the slice location

+ +
+
+
+
+
+
In [155]:
+
+
+
test_image = io.imread(files[0])
+plt.imshow(test_image[210::], cmap = cm.gray)
+
+ +
+
+
+ +
+
+ + +
+ +
Out[155]:
+ + + + +
+
<matplotlib.image.AxesImage at 0x7fa03eb73cf8>
+
+ +
+ +
+ +
+ + + + +
+ +
+ +
+ +
+
+ +
+
+
+
+

Now that we know where we want to crop the images, we can do so automatically for all of the images in the folder

+ +
+
+
+
+
+
In [156]:
+
+
+
# the following line creates an empty list that we will populate with the images as we import and crop them. 
+#That is, ROI is a list of matrices, each one representing an image.
+ROIs = []
+
+# the following for-loop imports the images
+for image in files:
+    ROIs.append(io.imread(image)[210::])
+
+# to make sure we are doing things correctly, lets see what the 17th image in the list is
+plt.imshow(ROIs[16], cmap=cm.gray)
+
+ +
+
+
+ +
+
+ + +
+ +
Out[156]:
+ + + + +
+
<matplotlib.image.AxesImage at 0x7fa03df4fbe0>
+
+ +
+ +
+ +
+ + + + +
+ +
+ +
+ +
+
+ +
+
+
+
+

Looks good. Okay, now that we have all of the images imported, we want to run a blob finding algorithm that finds the position of the blob in each of the images. However, there are "specles" in the background, so make sure that your blob finding parameters are set correctly.

+ +
+
+
+
+
+
+

Exercise 12: Particle Tracking

The goal is for you to use the examples we have provided above to write your own code to systematically find the particles in the ROI list. A general outline of the code is provided below, but if you need further help feel free to ask.

+

general outline:

+
    +
  1. choose one of the images in the ROI list to test your parameters on
    2. +
  2. apply one of the blob finding techniques to the image (take a look at earlier examples if needed)
    3. +
  3. make a for-loop that applies this technique to all of the images in ROI and collects all of the outputs needed
    4. +
+ +
+
+
+
+
+
In [38]:
+
+
+
#student solution goes here
+
+ +
+
+
+ +
+
+
+
In [157]:
+
+
+
#instructor solution
+
+particles = []
+
+for image in ROIs:
+    blob = blob_log(image, min_sigma = 5, max_sigma=10, num_sigma=2, threshold=.1)
+    particles.append(blob)
+    
+#print(particles)
+
+ +
+
+
+ +
+
+
+
+

We should now have a list of particle locations and sizes. Note that the size information is not important to this application, so we can get rid of it. In general, we find it easier to work with big complicated lists using numpy, so first we will convert the list into a numpy array, and then clean it up.

+ +
+
+
+
+
+
In [158]:
+
+
+
#the following line converts the list into a numpy array
+particles = np.array(particles)
+#the following line cleans up array to make it look nicer
+particles = particles[::,0]
+#this shows us what they array looks like.
+print(particles)
+
+ +
+
+
+ +
+
+ + +
+ +
+ + +
+
[[223. 211.   5.]
+ [217. 210.   5.]
+ [187. 206.   5.]
+ [174. 203.   5.]
+ [222. 211.   5.]
+ [123. 195.   5.]
+ [136. 197.   5.]
+ [215. 210.   5.]
+ [164. 202.   5.]
+ [198. 207.   5.]
+ [207. 208.   5.]
+ [150. 200.   5.]
+ [200. 208.   5.]
+ [229. 212.   5.]
+ [226. 212.   5.]
+ [209. 209.   5.]
+ [229. 212.   5.]
+ [189. 206.   5.]
+ [176. 204.   5.]
+ [227. 212.   5.]]
+
+
+
+ +
+
+ +
+
+
+
+

Data Analysis

Great, using a ROI made this computation faster, and it made sure that the particle was easy to find. Unfortunately it also introduced a small offset error in the verticle position of the particle. This can be seen by taking a look at the picture below:

+

alt text

+

To correct for this error we simply have to add an offset to the y position of the particle list.

+ +
+
+
+
+
+
In [159]:
+
+
+
for n, blob in enumerate(particles):
+    particles[n] = np.add(blob, [210,0,0])
+print(particles)
+
+ +
+
+
+ +
+
+ + +
+ +
+ + +
+
[[433. 211.   5.]
+ [427. 210.   5.]
+ [397. 206.   5.]
+ [384. 203.   5.]
+ [432. 211.   5.]
+ [333. 195.   5.]
+ [346. 197.   5.]
+ [425. 210.   5.]
+ [374. 202.   5.]
+ [408. 207.   5.]
+ [417. 208.   5.]
+ [360. 200.   5.]
+ [410. 208.   5.]
+ [439. 212.   5.]
+ [436. 212.   5.]
+ [419. 209.   5.]
+ [439. 212.   5.]
+ [399. 206.   5.]
+ [386. 204.   5.]
+ [437. 212.   5.]]
+
+
+
+ +
+
+ +
+
+
+
+

The final step is to turn these pixel locations into measurements of distance between the particle and the center of the rod. To do this, we will use the usual distance formula:

+

alt text

+

where (y_2, x_2) is the location of the center of the rod and (y_1, y_2) is the location of the particle. From previous measurements, the experimenters know that the center of the rod is approximately at

+

y_2 = 83

+

x_2 = 137

+

so we can change all of the particle location data to particle distance data as follows:

+ +
+
+
+
+
+
In [160]:
+
+
+
distances = []
+for particle in particles:
+    distance = np.sqrt((83 - particle[0])**2 + (137-particle[1])**2)
+    distances.append(distance)
+    
+distances = np.array(distances)
+#print(distances)
+
+ +
+
+
+ +
+
+
+
+

Great, so now we have the the distances of the particles from the center of the rod for each movie. The experimenters also know two important pieces of information.

+
    +
  1. the camera was taking 2360 pictures per second (FPS), so the time between each image is 1/2360 seconds.
    2. +
  2. the distance between each pixel 5.9 micron = .0059 millimeters (mm)
    3. +
+

we can use this information to make a plot of the particle's distance as a function of time with proper units.

+ +
+
+
+
+
+
In [161]:
+
+
+
time = np.linspace(0,len(distances)/2360, len(distances) )
+distances = distances*.0059
+plt.plot(time,distances)
+plt.xlabel('time(s)')
+plt.ylabel('distance(mm)')
+
+ +
+
+
+ +
+
+ + +
+ +
Out[161]:
+ + + + +
+
Text(0, 0.5, 'distance(mm)')
+
+ +
+ +
+ +
+ + + + +
+ +
+ +
+ +
+
+ +
+
+
+
+

Congratulations!

You just did particle tracking. Now we'll quickly demonstrate how to find the velocity of the particle.

+

Recall that the definition of velocity is simply distance/time. Since we know that the time between pictures is 1/2360 seconds, all we have to do is calculate the distance the particle moved between each frame.

+ +
+
+
+
+
+
In [162]:
+
+
+
velocities = []
+for n in range(len(distances)):
+    if n < (len(distances)-1):
+        velocity = (distances[n+1] - distances[n])*2360
+        velocities.append(velocity)
+#print(velocities)
+
+ +
+
+
+ +
+
+
+
+

Sometime is it useful/interesting to see the velocity data in a "phase diagram", which is just a plot of the position vs the velocity:

+ +
+
+
+
+
+
In [163]:
+
+
+
plt.scatter(distances[:-1:],velocities, )
+plt.xlabel('distance(mm)')
+plt.ylabel('velocity(mm/s)')
+
+ +
+
+
+ +
+
+ + +
+ +
Out[163]:
+ + + + +
+
Text(0, 0.5, 'velocity(mm/s)')
+
+ +
+ +
+ +
+ + + + +
+ +
+ +
+ +
+
+ +
+
+
+
+

Bonus Material

+
+
+
+
+
+
In [52]:
+
+
+
# to achieve a better resolution we need more points. 
+# Let's use some lines 
+
+number_of_points = 100
+x_min,x_max = 5,9
+y_min,y_max = 3,5
+
+plt.vlines(x_min,y_min,y_max,color='r')
+plt.vlines(x_max,y_min,y_max,color='b')
+plt.hlines(y_min,x_min,x_max,color='g')
+plt.hlines(y_max,x_min,x_max,color='k')
+
+ +
+
+
+ +
+
+ + +
+ +
Out[52]:
+ + + + +
+
<matplotlib.collections.LineCollection at 0x13d436470>
+
+ +
+ +
+ +
+ + + + +
+ +
+ +
+ +
+
+ +
+
+
+
+

Perfect! +But how do we fill the inside in a more effective way? We do not want to specify point by point or line by line. +Let's use a matrix! But let's start slow

+ +
+
+
+
+
+
In [ ]:
+
+
+
# number of points in each dimention 
+# nx: dimention in x axis, ny: dimention in y axis
+nx, ny = (2, 2)
+
+x = np.linspace(0, 1, nx)
+print('array x: ',x)
+y = np.linspace(4, 5, ny)
+print('array y: ',y)
+xv, yv = np.meshgrid(x, y)
+print('Can you describe what np.meshgrid does?')
+# it gives a vector coordinate for each point in the x and y axis 
+print(xv)
+print(yv)
+
+ +
+
+
+ +
+
+
+
In [ ]:
+
+
+
# for dots and lines
+
+# in this case each point represents a pixel!
+plt.scatter(5,3,c='r')
+plt.scatter(7,3,c='b')
+plt.scatter(9,3,c='g')
+plt.scatter(5,4,c='r')
+plt.scatter(9,4,c='g')
+plt.scatter(5,5,c='r')
+plt.scatter(7,5,c='b')
+plt.scatter(9,5,c='g')
+
+ +
+
+
+ +
+
+
+
In [ ]:
+
+
+
# we do not have to specify a color for each point.
+# we can use an array that points to a specific color in a colormap
+
+#cm for colormap
+cm = plt.cm.get_cmap('RdYlBu')
+xy = np.arange(20)
+z = xy
+print('color array:',z)
+# the color is an array! that takes a color from cmap
+sc = plt.scatter(xy, xy, c=z, vmin=0, vmax=20, s=35, cmap=cm)
+plt.colorbar(sc)
+plt.show()
+
+ +
+
+
+ +
+
+
+
In [ ]:
+
+
+
# let's crop some images and average/median them
+images = [] 
+l = 50
+# Selecting some regions in the image
+for i in range(5):
+  images.append(insect[0+i*l:50+i*l,0+i*l:50+i*l])
+
+images = np.asarray(images)
+# we need to specify the 'axis' to let the function know which dimention to operate; do we want to operate the lines, the rows or the entire images? 
+image_median = np.median(images,axis=0) 
+image_average = np.average(images,axis=0)
+for image in images:
+  plt.figure()
+  plt.imshow(image)
+  plt.title('Image #%d'%i)
+plt.figure()
+plt.imshow(image_median)
+plt.title('Median')
+plt.figure()
+plt.imshow(image_average)
+plt.title('Averaged')
+
+ +
+
+
+ +
+
+
+
In [ ]:
+
+
+
insect[0:50,0:50]
+
+ +
+
+
+ +
+
+
+
In [ ]:
+
+
+
 
+
+ +
+
+
+ +
+
+
+
+

Contours

+
+
+
+
+
+
In [ ]:
+
+
+
# There are functions that can fill the spaces for us!
+
+number_of_points=100
+# creating an array to achieve a better resolution
+x = np.linspace(-5,5,number_of_points)
+y = np.linspace(-5,5,number_of_points)
+xx, yy = np.meshgrid(x, y, sparse=True)
+z = np.sin(xx**2 + yy**2) / (xx**2 + yy**2)
+
+h = plt.contourf(x,y,z)
+plt.show()
+
+print('The information needed to construct an image is in z:',z)
+
+ +
+
+
+ +
+
+
+
+

Basically, all the information of an image is contained in the 'z' array. Each row is a horizontal line and each value within these vectors is spatially linked to the vertical axis and its value is the color.

+ +
+
+
+
+
+ + + + + + diff --git a/old_website/PAARC/PARC_image_analysis.ipynb b/old_website/PAARC/PARC_image_analysis.ipynb new file mode 100644 index 0000000..96d26a0 --- /dev/null +++ b/old_website/PAARC/PARC_image_analysis.ipynb @@ -0,0 +1,2879 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "This lecture is based on two GRADMAP resources originally written by Tomas Ahumada, Laura Lenkic, Edgar Perez, Alex Dittman, and Ramsey Karim, among other gradute students at the Astronomy and Physics departments at the University of Maryland" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "dxSuBGzuuKQ1" + }, + "source": [ + "# **Introduction to Image Processing**\n", + "\n", + "Image processing is a very useful tool for scientists in the lab, and for everyday uses as well. For, example, an astronomer may use image processing to help find and recognize stars, or a self driving car may use it to stay in the correct lane.\n", + "\n", + "This lecture will teach you some of the fundamental tools of image processing so that you can use it in your own studies/applications.\n", + "\n", + "# **Fundamentals**\n" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "IjU3hTl8EdOO" + }, + "source": [ + "# What is an image, *really*?\n", + "\n", + "![alt text](https://snipboard.io/xf3naG.jpg)\n", + "\n", + "*Figure 1:* Felix the cat\n", + "\n", + "As we can see from Felix the cat, images are just a coordinate system in which each block (x,y) has a value associated to it. These values are later interpreted as a color.\n", + "\n", + "For example, in Figure 1, we would be describing two colors (black and white) and we could describe them using 1's and 0's. In general, 0 is taken to mean the absence of color, which means that 0 = black and 1 = white. Putting these ideas together, we can see that each point in an image requires three peices of information:\n", + "\n", + "\n", + "1. x - position\n", + "2. y - position\n", + "3. color (1 or 0)\n", + "\n", + "So if we were instructing a computer to produce even a small image, we would need to give it a large list of numbers.\n", + "\n", + "---\n", + "![alt text](https://i.imgur.com/fU7Yfre.png)\n", + "\n", + "*Figure 2:* Checker board pattern\n", + "\n", + "For example, suppose we wanted the computer to produce the checkboard patter that we see in Figure 2. If we make a list of the information the computer needs, we can format it like (x-coordinate, y-coordinate, color) and the whole list would be\n", + "\n", + "(1,1,1), (1,2,0), (1,3,1), (2,1,0), (2,2,1), (2,3,0), (3,1,1), (3,2,0), (3,3,1)\n", + "\n", + "---\n", + "![alt text](https://i.imgur.com/ZraCTP1.png)\n", + "\n", + "*Figure 3:* Images\n", + "\n", + "To make the image making process easier, people decided to ditch the traditional coordinate system and use matricies instead! However, because both systems *work* and because sometimes one method can be more convenient than the other, both still exists, but they have different names. \n", + "\n", + "When you use a coordinate system to instruct the computer, that's a **scatter plot**. When you use a matrix, that's called an **image**.\n", + "\n", + "To instruct the computer to make a scatter plot of the 9 square checkerboard, we had to give it 3x9=27 numbers. To insturct it to make an image of the checkerboard, we only have to give it 9 numbers, but they have to be in the correct *order*. Specifically, the order looks like this:\n", + "\n", + "\n", + "\n", + "```\n", + "image = [ [1, 0, 1],\n", + " [0, 1, 0],\n", + " [1, 0, 1] ]\n", + "```\n", + "\n", + "Each location that we assign a value to is considered a pixel. Thus, we have created an image that is 3 pixels wide and 3 pixels tall, and it has a total of 9 pixels.\n", + "\n", + "When we watch youtube videos at 1080p, we are actually looking at pictures that are 1080 pixels tall and 1920 pixel wide. These images have a total of 1080x1920 = 2,073,600‬ pixels. If we round to the nearest million, there are approximately 2 million pixels in each image. This would be considered a 2 Mega Pixel (MP) image. This is the same number phone manufactures using when talking about how many megapixels their newest device has.\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "---\n", + "\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "rNVRtCrMU6Hu" + }, + "source": [ + "# Exercise 1: Making images\n", + "![alt text](https://imgur.com/uBM3KC6.png)\n", + "\n", + "Can you make the image matrix for the checker board that is shown above?\n", + "\n", + "For this we will:\n", + "1. create a matrix\n", + "2. plot the image using plt.imshow()\n", + "3. change the colormap\n" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": { + "colab": {}, + "colab_type": "code", + "id": "10LLvTAAYFBq" + }, + "outputs": [], + "source": [ + "# set exercise1 equal to your matrix\n", + "#SOLUTION:\n", + "exercise1 = [[0,1,0],\n", + " [1,0,1],\n", + " [0,1,0]]" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "ncm0-8LgYd9G" + }, + "source": [ + "We can check if we got this right by having the computer make the image. To do this, we will use matplotlib's \"plt.imshow\" function, which takes in *matricies* and turns them into images." + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 287 + }, + "colab_type": "code", + "id": "131q3x7vY253", + "outputId": "fab93553-9723-4469-e8ef-e060ad2779e2" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 35, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAQ8AAAD8CAYAAABpXiE9AAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4yLjEsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy+j8jraAAAOAklEQVR4nO3df6yeZX3H8fdnbYEQQX7USClVIOvcnDOIJ4iymGZggMbQJbIE/hAwmjOdZLpoMtQEE5Jl6B8uMxhJg0RYDJCh0eNSQ2DgcFlgVFJ+FIIc+IeWTrCwItHJ6r7749yYx8P51eu5z/M8xfcreXKu+76v576+XD359P5JU1VI0qH6vXEXIOnwZHhIamJ4SGpieEhqYnhIamJ4SGoyVHgkOSHJnUme7H4ev0i/XyfZ1X1mhhlT0mTIMM95JPky8EJVXZvkKuD4qvrbBfq9XFVvGKJOSRNm2PB4AthSVfuSbAB+WFVvW6Cf4SG9zgwbHv9dVcd17QAvvro8r99BYBdwELi2qr67yP6mgWmANax599Ec21zb690fvPMX4y5h4v3k4aPHXcLE+zkv/qyq3tTy3WXDI8ldwEkLbPoCcNNgWCR5sapec90jycaq2pvkdOBu4NyqemqpcY/NCfWenLuS/4bfSXc8u2vcJUy8808+Y9wlTLy76vYfV9VUy3fXLtehqs5bbFuSnybZMHDa8twi+9jb/Xw6yQ+BdwFLhoekyTbsrdoZ4PKufTnwvfkdkhyf5MiuvR44B3hsyHEljdmw4XEt8IEkTwLndcskmUpyQ9fnj4CdSR4C7mHumofhIR3mlj1tWUpV7Qdec2GiqnYCH+va/wH8yTDjSJo8PmEqqYnhIamJ4SGpieEhqYnhIamJ4SGpieEhqYnhIamJ4SGpieEhqYnhIamJ4SGpieEhqYnhIamJ4SGpieEhqYnhIamJ4SGpieEhqYnhIamJ4SGpieEhqYnhIamJ4SGpieEhqYnhIamJ4SGpSS/hkeSCJE8kmU1y1QLbj0xyW7f9/iSn9jGupPEZOjySrAG+BlwIvB24NMnb53X7KPBiVf0+8A/Al4YdV9J49XHkcRYwW1VPV9UrwK3Atnl9tgE3de3bgXOTpIexJY1JH+GxEXhmYHlPt27BPlV1EDgAnNjD2JLGZO24CxiUZBqYBjiKo8dcjaSl9HHksRfYNLB8SrduwT5J1gJvBPbP31FVba+qqaqaWseRPZQmabX0ER4PAJuTnJbkCOASYGZenxng8q59MXB3VVUPY0sak6FPW6rqYJIrgTuANcCNVbU7yTXAzqqaAb4B/FOSWeAF5gJG0mGsl2seVbUD2DFv3dUD7f8B/qKPsSRNBp8wldTE8JDUxPCQ1MTwkNTE8JDUxPCQ1MTwkNTE8JDUxPCQ1MTwkNTE8JDUxPCQ1MTwkNTE8JDUxPCQ1MTwkNTE8JDUxPCQ1MTwkNTE8JDUxPCQ1MTwkNTE8JDUxPCQ1MTwkNTE8JDUxPCQ1MTwkNSkl/BIckGSJ5LMJrlqge1XJHk+ya7u87E+xpU0PmuH3UGSNcDXgA8Ae4AHksxU1WPzut5WVVcOO56kydDHkcdZwGxVPV1VrwC3Att62K+kCTb0kQewEXhmYHkP8J4F+n0oyfuBnwB/U1XPzO+QZBqYBnjLxrXcsXNXD+W9Pp1/8hnjLmHi3fGsvz/LWbOh/bujumD6feDUqnoncCdw00Kdqmp7VU1V1dSbTlwzotIktegjPPYCmwaWT+nW/UZV7a+qX3WLNwDv7mFcSWPUR3g8AGxOclqSI4BLgJnBDkkGD44uAh7vYVxJYzT0NY+qOpjkSuAOYA1wY1XtTnINsLOqZoC/TnIRcBB4Abhi2HEljVcfF0ypqh3Ajnnrrh5ofw74XB9jSZoMPmEqqYnhIamJ4SGpieEhqYnhIamJ4SGpieEhqYnhIamJ4SGpieEhqYnhIamJ4SGpieEhqYnhIamJ4SGpieEhqYnhIamJ4SGpieEhqYnhIamJ4SGpieEhqYnhIamJ4SGpieEhqYnhIamJ4SGpSS/hkeTGJM8leXSR7Uny1SSzSR5OcmYf40oan76OPL4JXLDE9guBzd1nGvh6T+NKGpNewqOq7gVeWKLLNuDmmnMfcFySDX2MLWk8RnXNYyPwzMDynm7db0kynWRnkp3P7//1iEqT1GKiLphW1faqmqqqqTeduGbc5UhawqjCYy+waWD5lG6dpMPUqMJjBrisu+tyNnCgqvaNaGxJq2BtHztJcguwBVifZA/wRWAdQFVdD+wAtgKzwC+Aj/QxrqTx6SU8qurSZbYX8Mk+xpI0GSbqgqmkw4fhIamJ4SGpieEhqYnhIamJ4SGpieEhqYnhIamJ4SGpieEhqYnhIamJ4SGpieEhqYnhIamJ4SGpieEhqYnhIamJ4SGpieEhqYnhIamJ4SGpieEhqYnhIamJ4SGpieEhqYnhIamJ4SGpSS/hkeTGJM8leXSR7VuSHEiyq/tc3ce4ksanl3/oGvgmcB1w8xJ9flRVH+xpPElj1suRR1XdC7zQx74kHR76OvJYifcmeQh4FvhsVe2e3yHJNDANcBRHc/7JZ4ywvMPLHc/uGncJE8/fn5WYbf7mqMLjQeCtVfVykq3Ad4HN8ztV1XZgO8CxOaFGVJukBiO521JVL1XVy117B7AuyfpRjC1pdYwkPJKclCRd+6xu3P2jGFvS6ujltCXJLcAWYH2SPcAXgXUAVXU9cDHwiSQHgV8Cl1SVpyXSYayX8KiqS5fZfh1zt3IlvU74hKmkJoaHpCaGh6QmhoekJoaHpCaGh6QmhoekJoaHpCaGh6QmhoekJoaHpCaGh6QmhoekJoaHpCaGh6QmhoekJoaHpCaGh6QmhoekJoaHpCaGh6QmhoekJoaHpCaGh6QmhoekJoaHpCaGh6QmQ4dHkk1J7knyWJLdST61QJ8k+WqS2SQPJzlz2HEljVcf/9D1QeAzVfVgkmOAHye5s6oeG+hzIbC5+7wH+Hr3U9Jhaugjj6raV1UPdu2fA48DG+d12wbcXHPuA45LsmHYsSWNT6/XPJKcCrwLuH/epo3AMwPLe3htwEg6jPRx2gJAkjcA3wY+XVUvNe5jGpgGOIqj+ypN0iro5cgjyTrmguNbVfWdBbrsBTYNLJ/SrfstVbW9qqaqamodR/ZRmqRV0sfdlgDfAB6vqq8s0m0GuKy763I2cKCq9g07tqTx6eO05Rzgw8AjSXZ16z4PvAWgqq4HdgBbgVngF8BHehhX0hgNHR5V9e9AlulTwCeHHUvS5PAJU0lNDA9JTQwPSU0MD0lNDA9JTQwPSU0MD0lNDA9JTQwPSU0MD0lNDA9JTQwPSU0MD0lNDA9JTQwPSU0MD0lNDA9JTQwPSU0MD0lNDA9JTQwPSU0MD0lNDA9JTQwPSU0MD0lNDA9JTQwPSU0MD0lNhg6PJJuS3JPksSS7k3xqgT5bkhxIsqv7XD3suJLGa20P+zgIfKaqHkxyDPDjJHdW1WPz+v2oqj7Yw3iSJsDQRx5Vta+qHuzaPwceBzYOu19Jky1V1d/OklOBe4F3VNVLA+u3AN8G9gDPAp+tqt0LfH8amO4W3wE82ltx/VgP/GzcRQywnqVNWj0weTW9raqOaflib+GR5A3AvwF/V1XfmbftWOD/qurlJFuBf6yqzcvsb2dVTfVSXE8mrSbrWdqk1QOTV9Mw9fRytyXJOuaOLL41PzgAquqlqnq5a+8A1iVZ38fYksajj7stAb4BPF5VX1mkz0ldP5Kc1Y27f9ixJY1PH3dbzgE+DDySZFe37vPAWwCq6nrgYuATSQ4CvwQuqeXPl7b3UFvfJq0m61napNUDk1dTcz29XjCV9LvDJ0wlNTE8JDWZmPBIckKSO5M82f08fpF+vx54zH1mFeq4IMkTSWaTXLXA9iOT3NZtv797tmVVraCmK5I8PzAvH1vFWm5M8lySBZ/ByZyvdrU+nOTM1arlEGoa2esRK3xdY6RztGqvkFTVRHyALwNXde2rgC8t0u/lVaxhDfAUcDpwBPAQ8PZ5ff4KuL5rXwLctsrzspKargCuG9Gf0/uBM4FHF9m+FfgBEOBs4P4JqGkL8C8jmp8NwJld+xjgJwv8eY10jlZY0yHP0cQceQDbgJu69k3An4+hhrOA2ap6uqpeAW7t6ho0WOftwLmv3oYeY00jU1X3Ai8s0WUbcHPNuQ84LsmGMdc0MrWy1zVGOkcrrOmQTVJ4vLmq9nXt/wLevEi/o5LsTHJfkr4DZiPwzMDyHl47yb/pU1UHgQPAiT3Xcag1AXyoOwS+PcmmVaxnOSutd9Tem+ShJD9I8sejGLA7pX0XcP+8TWOboyVqgkOcoz6e81ixJHcBJy2w6QuDC1VVSRa7h/zWqtqb5HTg7iSPVNVTfdd6mPk+cEtV/SrJXzJ3ZPRnY65pkjzI3O/Nq69HfBdY8vWIYXWva3wb+HQNvOc1TsvUdMhzNNIjj6o6r6rescDne8BPXz10634+t8g+9nY/nwZ+yFyK9mUvMPi39indugX7JFkLvJHVfVp22Zqqan9V/apbvAF49yrWs5yVzOFI1Yhfj1judQ3GMEer8QrJJJ22zACXd+3Lge/N75Dk+CRHdu31zD3dOv//GzKMB4DNSU5LcgRzF0Tn39EZrPNi4O7qrjitkmVrmne+fBFz57TjMgNc1t1ROBs4MHA6OhajfD2iG2fJ1zUY8RytpKamORrFFegVXhE+EfhX4EngLuCEbv0UcEPXfh/wCHN3HB4BProKdWxl7mr0U8AXunXXABd17aOAfwZmgf8ETh/B3CxX098Du7t5uQf4w1Ws5RZgH/C/zJ2rfxT4OPDxbnuAr3W1PgJMjWB+lqvpyoH5uQ943yrW8qdAAQ8Du7rP1nHO0QprOuQ58vF0SU0m6bRF0mHE8JDUxPCQ1MTwkNTE8JDUxPCQ1MTwkNTk/wERkwPD0eWh9AAAAABJRU5ErkJggg==\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "\n", + "plt.imshow(exercise1)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "we9oScWgH6R8" + }, + "source": [ + "Now, we have gotten a figure that *looks* like the correct board, but the colors are wrong. To fix this, we need to tell the computer that we want to see the image in grayscale. We do this by inserting a \"cmap\" into the plt.imshow function. \"cmap\" stands for \"color map\" and in this case, we will set it to grayscale" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 287 + }, + "colab_type": "code", + "id": "rojd6LQTIWqB", + "outputId": "904f3217-d513-40ca-ba5a-5903671d4526" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 36, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "from matplotlib import cm\n", + "plt.imshow(exercise1, cmap=cm.gray)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "VHsXz1iOduap" + }, + "source": [ + "If the output of the code above does not match the chekerboad in the exercise try again or ask for help. Notice how the order of the numbers is important to final image." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Exercise 1, part II: \n", + "\n", + "1. Can you show what would happend to the plot if instead of ones and zeros you replace one number with a 2? \n", + "2. Now show what happens if you change multiple entries to different numbers.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 38, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# solution\n", + "# part 1\n", + "exercise1b1 = [[0,2,0],\n", + " [1,0,1],\n", + " [0,1,0]]\n", + "\n", + "plt.imshow(exercise1b1, cmap=cm.gray)" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 41, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "#part 2\n", + "\n", + "exercise1b2 = [[0,3,0],\n", + " [2,7,1],\n", + " [0,1,0]]\n", + "\n", + "plt.imshow(exercise1b2, cmap=cm.gray)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "0PG75Q0Gf7NZ" + }, + "source": [ + "# Exercise 2: Understanding matrixes with scatter plots" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "tjkALS6cgIvX" + }, + "source": [ + "Other plotting tools like plt.scatter, helps us show data in very intuitive ways. " + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 283 + }, + "colab_type": "code", + "id": "OSwE5MSogfPC", + "outputId": "93deac69-6f79-4b38-ab98-d382a93baa4c" + }, + "outputs": [], + "source": [ + "%matplotlib inline\n", + "import numpy as np\n", + "\n", + "N=100 #number of data points\n", + "np.random.seed(0) #fix Random number generator seed for consistent data\n", + "\n", + "#make some 'fake' data to plot\n", + "altitude = 2**np.random.uniform(low=0.0, high = 5.0, size=N) \n", + "temperature = 300.0 - 5*altitude**0.5 + np.random.normal(loc=20,scale=10,size=N)" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, 'remember this is fake data!')" + ] + }, + "execution_count": 42, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAYUAAAEWCAYAAACJ0YulAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4yLjEsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy+j8jraAAAgAElEQVR4nO3de7wcdX3/8dc74QhHQA5I2kIAQwXhp2ASPQr+oH1QKgWxlVi5aKlab9QqrbWYNra2gg+s+Est1VqvRYRCy90IgqUoURS5JSQBgsQGAcMBJFzCRSLm8vn9MbObzWb3nNnL7M7svp+Px3mc3dnZ2e+c2fP9zHw/3+93FBGYmZkBTOt3AczMrDgcFMzMrMpBwczMqhwUzMysykHBzMyqHBTMzKzKQcFKSdL9kl7fw887QtKDk7z+JUl/38Z2n5X0m22870xJj0l6JMO6X5d0ZqufkWG7p0u6oNvbtf7art8FMCsiSQHsHxGrs6wfEe9v53MiYqdW3yNpH+A04CUR8Wg7n9trkr4OPBgRH2vhPd8DLoiIf8+rXLYtXylYQ5KG4oShpPu5D/B4WQKClYuDglWlTTJ/I+kO4BeStpN0qKQfSVonaYWkI2rW/17ajPGjtBnkKkkvlnShpKcl3SZpVs36B0q6TtITklZJOrHmta9L+oKkb6fbulHSb0j6F0lPSrpH0ty6Ir9G0t3p6+dK2qFme78vaXla7h9JeuVk+1n3d7ghfbgiLctJNa+dJulRSQ9Leldd+c9MH+8u6VvpZz8h6QeSGv6vSQpJ+6WPj0335xlJE5I+0mD91wPXAXumZft6uvxSSY9IekrSDZJe0eTzdpa0WNLnlGh6TBq8d19J30/Ldx2we93rDcsg6RTgZOCvK9+TdPkCSfem27tb0pubfbb1UET4xz9EBMD9wHJgb2AUmAk8DhxLcgJxVPp8Rrr+94DVwEuBXYC7gZ8ArydpmjwfODddd0dgDfCu9LW5wGPAy9PXv54+fzWwA3A9cB/wDmA6cCawuK6sd6Vl3Q24ETgzfW0u8ChwSPred6brb99oP5v8LQLYr+b5EcBG4BPASPo3eQ7Ytab8lc//FPCldL0R4LcATfU5wMPAb6WPdwVe1eQ9R5A0xdQuezewM7A98C/A8prXvp7+/V4M3FpTzkmPSYPPvQn45/Qzfht4hqR5J3MZ6rZ3ArAnyXfrJOAXwB41r38PeG+//y+G7cdXClbvcxGxJiLWA38MXBMR10TE5oi4DlhCUiFWnBsR90bEU8C3gXsj4jsRsRG4lKSiAfh94P6IODciNkbEMuBykoqh4hsRsTQifgl8A/hlRJwfEZuAi2u2VfH5tKxPAJ8E3pYuPwX4ckTcEhGbIuI84Hng0Cb7mdUG4BMRsSEirgGeBQ5ost4eJG3+GyLiB5HWchm2/3JJL4qIJyPi9qwFi4ivRcQzEfE8cDowW9IuNavsCXwfuDS2tOtnOSZANY/xGuDvI+L5iLgBuKrFMtSX+dKIeCj9bl0M/C/w2qz7bPlwULB6a2oevwQ4IW0GWSdpHXA4SYVX8fOax+sbPK8kUl8CHFK3rZOB32hjW43K+gBJxVf5rNPqPmvvmtfr35vV42mwq3iuQZkAFpJcQf2PpJ9KWpBx+28hCbgPpM00r8vyJknTJZ2VNsU8TXIlBFs377yR5OrvSzXLshyTij2BJyPiFzXLHmixDPXlfkdNE9864KDJ1rfeKGOSzfJVe0a7BviPiHhfF7a7Bvh+RBzVhW1V7F3zeB/goZrP+mREfHKS9+Y2PXBEPEPSO+g0SQcB10u6LSK+O8X7bgOOkzQCnApcwtb72MwfAceRNNvdT9KU9ySgmnW+StIkdY2kY9LKvZVj8jCwq6QdawLDPmz5O05Vhq3+3pJekpbpd4GbImKTpOW1ZY6IIzKUy7rMVwo2mQuAP5B0dHomuIOS/vp7tbGtbwEvk/R2SSPpz2sk/Z8OyvdBSXtJ2g34O5ImJkgqm/dLOiRNpu4o6Y2Sdm5h2z8HWh4/ANUk936SBDwFbAI2T/GeF0g6WdIuEbEBeHqq99TYmaR57HHghcA/NlnvVGAVcJWkUVo4JhHxAEnT4RlpWQ8H/qCFMtT/PXckCRRr0/1/F8mVgvWZg4I1FRFrSM7+/pbkn3cNMJ82vjfp2fPvAW8lOaN/BPg0SVKyXf8J/A/wU+BekmQqEbEEeB/weZKz1dXAn7S47dOB89KmjaY9cprYH/gOSc7hJuALEbE4w/veDtyfNr+8n6QpJ4vzSZpyJkiS/Tc3WinNa5wCPAh8kySH0cox+SOS5P0TwMfTz81ahnNI8iXrJC2KiLuBz5D8fX4OHEzSWaBKSU+0d06x79Zlypb/MjOzYeArBTMzq3JQMDOzKgcFMzOrclAwM7OqUo9T2H333WPWrFn9LoaZWaksXbr0sYiY0ei1UgeFWbNmsWTJkn4Xw8ysVCQ90Ow1Nx+ZmVmVg4KZmVU5KJiZWZWDgpmZVTkomJlZVal7H+Vp0bIJFl67iofWrWfPsVHmH30A8+bO7HexzMxy5aDQwKJlE3z0ijtZv2ETABPr1vPRK+4EcGAws4Hm5qMGFl67qhoQKtZv2MTCa1f1qURmZr3hoNDAQ+sa37a32XIzs0HhoNDAnmOjLS03MxsUDgoNzD/6AEZHpm+1bHRkOvOPPqBPJTIz6w0nmhuoJJPd+8jMho2DQhPz5s50EDCzoePmIzMzq3JQMDOzKgcFMzOrclAwM7MqBwUzM6tyUDAzsyoHBTMzq3JQMDOzKgcFMzOr8ojmlG+qY2bmoAD4pjpmZhVuPsI31TEzq3BQwDfVMTOrcFDAN9UxM6twUKC1m+osWjbBYWddz74Lruaws65n0bKJXhXTzCx3TjST/aY6Tkib2aBzUEhluanOZAlpBwUzGwS5NR9J2kHSrZJWSFop6Yx0+TnpsjskXSZpp3T59pIulrRa0i2SZuVVtnY5IW1mgy7PnMLzwJERMRuYAxwj6VDgwxExOyJeCfwMODVd/z3AkxGxH3A28Okcy9YWJ6TNbNDlFhQi8Wz6dCT9iYh4GkCSgFEg0nWOA85LH18G/G66TmG0kpA2MyujXHsfSZouaTnwKHBdRNySLj8XeAQ4EPjXdPWZwBqAiNgIPAW8uME2T5G0RNKStWvX5ln8bcybO5NP/eHBzBwbRcDMsVE+9YcHO59gZgNDETH1Wp1+iDQGfAP484i4K102nSQg3BYR50q6CzgmIh5MX78XOCQiHmu23fHx8ViyZEnu5e82z7NkZv0kaWlEjDd6rSfjFCJiHbAYOKZm2SbgIuAt6aIJYG8ASdsBuwCP96J8vVTp1jqxbj3Blm6tHu9gZkWQZ++jGekVApJGgaOAVZL2S5cJeBNwT/qWK4F3po+PB66PXlzG9JjnWTKzIstznMIewHlpM9E04BLgauAHkl4ECFgB/Fm6/jnAf0haDTwBvDXHsvWNu7WaWZHlFhQi4g5gboOXDmuy/i+BE/IqTyP9aNvfc2yUiQYBwN1azawIhnbuo3617btbq5kV2dAGhX617btbq5kV2dDOfdTPtv0s8yyZmfXD0AaFQWnb95gHM+umoW0+GoS2fY95MLNuG9qgMAht+x7zYGbdNrTNR1Dstv0szUIe82Bm3TbUQaGost7hrdW8iPMPZjaVoW0+qijiPZezNgu1em9p5x/MbCpDHRSKWlFmbRZqJS/i/IOZZTHUzUdFvedyK81CWfMizj+YWRZDHRT6VVEuWjbBGVet5MnnNgAwNjrC6W96RbVyn3/0AVvlFKDz7rKDMi7DzPI11M1H/bjn8qJlE8y/bEU1IACsW7+B+ZeuqDZb5dFdNq9xGUXMyZhZ+4b6SuF3DpzBhTf/jNqbNuQ9gG3htavYsGnb20Rs2BxbNVt1u7tsZVvd7H2UtZeUmZXH0AaFRcsmuHzpxFYBQcBbXp3v2IXJmqbybrbqdqBplpM57ZIV1c8zs3IZ2uajRhVaAIvvWZvr507WNFW29v1mQWxTRCF6cZlZ64Y2KHSSZO6kHX3+0QcwMl3bLB+ZplLNuwSTBzF3dzUrp6ENCu0mmTsd2zBv7kwWHj+bXV84Ul02NjrCwhNml665pVHyupa7u5qVz9DmFNrt9tmNsQ1FnnOpFZV9OO2SFWyKbZPnZWsOM7MhvlKo7/Y5NjrCDiPT+PDFyydtEvIgsK3NmzuTz5w4u/TTkJtZYmiDAiQV2o0LjuTsk+bw/MbNPPnchimbhPoxtqHoBmEacjNLDG3zUa1WmoTyGG08CAalScxs2Dko0FqTUB6DwMzMimLog8KiZRNMk1pKlPqs2MwG1VAHhUr30kYBoZdNQr75jZkVxVAHhUa5BIDpUlcTpZNV+p4/yMyKZKiDQrNcwuaIphVyowoemucYpqr0i3pPBzMbTkMdFJrdY2CaxL4Lrs5Uwc+/dAWI6synrVb6HvdgZkWS2zgFSTtIulXSCkkrJZ2RLr9Q0ipJd0n6mqSRdLkkfU7Sakl3SHpVXmWraDZNw6aI6niFD1+8nI8tSir5RhX8hs2xzVTYlUp/0bKJhkEHtlT6HvdgZkWS5+C154EjI2I2MAc4RtKhwIXAgcDBwCjw3nT9NwD7pz+nAF/MsWzA1oOumgngwpt/xqJlEy2dvddeMTRSqfS7dfMb3+zGzLoht6AQiWfTpyPpT0TENelrAdwK7JWucxxwfvrSzcCYpD3yKl9FZVTzVIFh4bWrWjp7ny41TGLD1pV+N0YDdzpJn5lZRa45BUnTgaXAfsC/RcQtNa+NAG8HPpQumgmsqXn7g+myh+u2eQrJlQT77LNP18o61VXAQ+vWc/ZJc7YZzTwyTVvlFCCp9JsFBGCbSr/TcQ9OVptZt+Q691FEbIqIOSRXA6+VdFDNy18AboiIH7S4za9ExHhEjM+YMaNrZZ3qKmDPsdGGZ/ULT5jNwuNnb3Om3+zKY2a6nW5ystrMuqUnvY8iYp2kxcAxwF2SPg7MAP60ZrUJYO+a53uly3qi0ZxGFfXNPY0q9UbLejVHUrNeVE5Wm1mr8ux9NEPSWPp4FDgKuEfSe4GjgbdFxOaat1wJvCPthXQo8FREPLzNhnNQGXuwfsMmpiu5K1rld7szfvZy5tBWk9VOSptZM3leKewBnJfmFaYBl0TEtyRtBB4AblJS8V4REZ8ArgGOBVYDzwHvyrFsQFI5nn7lStat31BdtimC0ZHpLVXgzUYs92qOpFYm6fMIajObjKLBvD9lMT4+HkuWLGnrvfWVY72ZY6PcuODItrbTalDppcPOur5hU1PW/TWz8pO0NCLGG702tDfZaTbvUUXWJO1kPX+KyElpM5vM0AaFqSrBrEnaslWyHkFtZpMZ2qAwWSXYSi+hslWy3RpBbWaDacqgIOllkr4r6a70+SslfSz/ouWr2bxHu75wpKV8QNkqWd9PuXzcW8x6acpEs6TvA/OBL0fE3HTZXRFx0KRv7IFOEs3QvZvb+CY5lpeydWSwcpgs0ZwlKNwWEa+RtKwmKCxPRyr3VadBwazo3FvM8tBp76PHJL2UZF44JB1P3XxEZpaPsnVksPLLMnjtg8BXgAMlTQD3ASfnWiozAzyFifXepEEhHY38gYh4vaQdgWkR8UxvipYPt/9bmTSak6vIHRms/CYNChGxSdLh6eNf9KZI+Wk0xcOHL17Okgee4Mx5B/e5dMXjANp/rUxhYtYNWZqPlkm6ErgUqAaGiLgit1LlpNHo48qd1cZfsltX/9FaqVCLWPl6jqTi6NUcWmaQLSjsADwO1HZ1CKB0QaFZci6A0y5ZwYcvXt6VSnnRsgnmX7aieuOdiXXrmX/ZCmDbCrWola9v3GM2nKYMChGR+2ylvdIsaQfJ7KjQnUr5jKtWbnUnNkjuzHbGVSu32WZRK1/3ejEbTllGNJ8r6Wv1P70oXLfNP/oAlGG9Tie0e/K5DZmXF7XyLdv0HWbWHVnGKXwLuDr9+S7wIuDZPAuVl3lzZ3LyoftkCgy9qpSLWvmWbfoOM+uOKYNCRFxe83MhcCLQcCRcGZw572DOPmlOde6fyh3W6nVSKY+NjmReXtTKt3aOJEj+TpUrKM+9Yza42pkldX/g17pdkF6aN3cmNy44kvvOeiOfOXF21yvl09/0CkambR1sRqaJ09/0ioZlKeoEdfPmzqwGrfqciwOD2WCaMtEs6RnSKS5SjwB/k1uJeiyPfuCtbrNRl8OidFPNMxFelH00sy2y9D7auRcF6ac8+oF3ss0idVPNKxFepH00sy2y9D76bpZlZVL0+emLdIvPvBLhRdpHM9uiaVCQtIOk3YDdJe0qabf0ZxZQ2lO5yhnqxLr1BMVsIy9SN9W8EuFF2kcz22Ky5qM/Bf4S2BNYCtWenE8Dn8+5XLkp6mCxWkWaGTOvuXfa3UfnIWwQFel73TQoRMRngc9K+vOI+NcelilXZThDLdrMmHnkXNrZR+chbBAV7XudZZzCv0o6SNKJkt5R+elF4fJQ1MFitYrcTbVb2tlH5yFsEBXte52lS+rHgSOAlwPXAG8Afgicn2vJclK0s/BmhmFmzFb3sQxXeWatKtr3OsvgteOB3wUeSSfHmw3skmupcjQMZ+GDqgxXeWatKtr3OsvU2esjYrOkjZJeBDwK7J1zuXI1DGfhnegk6ZVnwqzfV3lFSgba4Oj397pelqCwRNIY8FWSXkjPAjdN9SZJOwA3ANunn3NZRHxc0qkkvZpeCsyIiMfS9QV8FjgWeA74k4i4vfVdys8wVAqdJL3yTpj14y5klWM+sW49YsvQ/n4nA21wFO3ueoqI5i8mFfVeEbEmfT4LeFFE3DHlhpP37hgRz0oaIclDfAh4HngS+B4wXhMUjgX+nCQoHAJ8NiIOmewzxsfHY8mSJVMVpSvqKzxIovmgNT0ddtb1DbuKzhwb5cYFRzZ4R3feW0SNjnm9su6bDTdJSyOi4cSmU92jOSRdAxycPr8/64dGEm0qU2yPpD8REcvSQtW/5Tjg/PR9N0sak7RHRDyc9TPbsWjZBKdfuZJ165N7HUgQkfyz10brMoxv6IZOkl5FS5h1qtExr1fWfTNrJkui+XZJr2ln45KmS1pOkoe4LiJumWT1mcCamucP0mDktKRTJC2RtGTt2rXtFKtq0bIJ5l+6ohoQIAkIsO1I50Gr8JrpJOlVtIRZp7Ic27Lum1kzWYLCIcBNku6VdIekOyVN2XwEEBGbImIOsBfwWkkHdVLYdJtfiYjxiBifMWNGR9taeO0qNmxu3nxW21d40Cq8ZjqZ1qKo94Zo11THtsz7ZtZMlkTz0Z1+SESsk7QYOAa4q8lqE2zdq2mvdFluWmkSKVoPgXZkSZR3kvQqWsKsU42OeSXZXN+8aDYoskyd/YCkw4H9I+JcSTOAnaZ6X7rehjQgjAJHAZ+e5C1XAqdKuojk6uSpvPMJzebfqTVNYt8FV7Pn2ChvefVMFt+ztpQVXis9gzrpsjtI3X0HLciZZZF1RPM4cABwLknC+ALgsCneugdwnqTpJM1Ul0TEtyT9BfDXwG8Ad0i6JiLeSzJa+lhgNUmX1He1t0vZLFo2wXO/2jjlerV3HLt86URpexsNS6K82wYpyJllkaX56M3AXOB2gIh4SNKUN95Ju63ObbD8c8DnGiwP4IMZytOxjy26kwtv/hmNsgmV3kfTpWpAqChzJTosiXIz60yWRPOv0go7ACTtmG+R8rVo2UTTgDBzbJT7PvVG7j/rjWxuMn6jrJXosCTKzawzWYLCJZK+DIxJeh/wHZLRzaW08NpVDQMCbF3hD1ol2s+eQUW/052ZbZFl6ux/Ai4DLgdeBvxDme+vMNmZfm2FP2jdK/s1EWAZ7nRnZltkySkA3AmMkjQh3ZlfcfLXrMeRYKsKfxB7nvQjaeoEt1m5THmlIOm9wK3AH5JMo32zpHfnXbC8NLoCEHDyofu4ksqBE9xm5ZLlSmE+MDciHgeQ9GLgR8DX8ixYXrJeAbTSr38YZk9tVzv3Yvbf06x/sgSFx4Fnap4/ky4rrSzNKFmbPYp2f9WiaDblNEyem/Hf06y/svQ+Wg3cIun0dCDbzcBPJP2VpL/Kt3j9k7XZo2j3Vy2C2uQyJAGhMifuVAlu/z3N+ivLlcK96U/FN9PfUw5gK7OszR5uM99Wo4q9Ml/QVPce8N/TrL+yzH10Ri8KUjRZJ8Brp8180HVSsfvvadZfWXofjUv6hqTb06mz78g6dXaZZe3XP2jjGbqhk4F//ntaVh4UmY8szUcXkvRAuhPYnG9xiiVLQnoQxzN0qpNpxv33tCzcISE/WYLC2oi4MveSlJhn0txauxV7fVfUs0+a47+rNeRBkfnJEhQ+Lunfge8Cz1cWRsQVuZXKSq/VQOkzP2uFOyTkJ0tQeBdwIMl9FCrNRwE4KAyJXgwm85mftcIdEvKTJSi8JiKc5RtSvTqD95mftWIQbo9bVFkGr/1I0stzL4kVUq8Gkw3aVOWWr37N+jsMslwpHAosl3QfSU5BJDdKe2WuJesxz7fTWK/O4H3mZ61yB498ZAkKx+Reij5zkrO5XrXduiuqWTFkGdH8gKTDgf0j4lxJM4Cd8i9a7zjJ2Vw3z+CnuhrzmZ9Z/00ZFNJJ8MaBA4BzSXohXQAclm/ReqfRmTA4yQndO4Mv+9WYmxdtWGRpPnozMBe4HSAiHpI0MJPhLVo2sc3UzhVOcia6cQZf5quxsgc0s1Zk6X30q4gI0npT0o75Fqm3Fl67qmFAqL89p3WmzF1OPZ23DZMsVwqXSPoyMCbpfcC7ga/mW6zeaVYpBVufBdY3H/zOgTNYfM9aNydkVObBRmUOaK1wE5lBtiuFGcBlwOUkeYV/APbKs1C91KxSmlmzvPamMUHSfHDBzT/b6vlHr7jTszROoh+zn3ZrFs1hGEPR6Dvu7/RwyhIUjoqI6yJifkR8JCKuA96Qd8F6JUtl1aj5oJ6bEybX68FG3azkhmE6bzeRWUXT5iNJfwZ8APjNuvsn7AzcmHfBeiVL75qszQTdaE4Y5Ev4XnY57WZiexjGUAxLE1m9Qf5/a9dkOYX/BL4NfApYULP8mYh4ItdS9dhUlVWz9vB6Yy8c6agc7uXSPd2u5AZ9DEWZcz7t8v9bY02bjyLiqYi4PyLeFhEP1PxkCgiSdpB0q6QVklZKOiNdvq+kWyStlnSxpBeky7dPn69OX5/VjR3shkbNB408+8uNHbXB+hK+e4YhD9BNw9BEVs//b41lySm063ngyIiYDcwBjpF0KPBp4OyI2A94EnhPuv57gCfT5Wen6xVCo/bwF45s+6fbsDk6+kIN6yV8HoaxkuvEME4w5/+3xrJ0SW1LOrbh2fTpSPoTwJHAH6XLzwNOB74IHJc+hqS30+clKd1O39U3H+y74OqG63XyhRrGS/i8DEMeoNsGvYmsnv/fGsstKABImg4sBfYD/g24F1gXERvTVR4EKt/CmcAagIjYKOkp4MXAY3XbPAU4BWCfffbJs/iTyuML5ZlCu2vYKjlrjf/fGsuz+YiI2BQRc0jGNbyW5A5unW7zKxExHhHjM2bM6LiM7cqjeaIXl/Dd6rtvVnbD2GSWRa5XChURsU7SYuB1JCOjt0uvFvYCKrXSBLA38KCk7YBdgMfzLlu7I5Xzap7I8+zWvS3MtuaryW3lFhTSKbY3pAFhFDiKJHm8GDgeuAh4J/DN9C1Xps9vSl+/Pu98QqNK8oKbf1Z9fapKs1tfqF71lS7zpHRm1ht5XinsAZyX5hWmAZdExLck3Q1cJOlMYBlwTrr+OcB/SFoNPAG8NceyAa2NVB6Es/dmSfCJdevZd8HVTsZaqXkgWnfk2fvoDpIpt+uX/5Qkv1C//JfACXmVp5FejlRuppdn75MNwqudCgLcnGTl4qbR7sk10Vx0WXsK5dlFrRt9pbMmj7MMwlu/YRNnXLXSyWgrFQ9E656hDgpZKsm8u6h1OvK2lYnf6ntbNPPkcxu6OlumezxZ3jwQrXuGOig06pL2x4fu09Muap12bW31DGne3JncuOBI7jvrjVtNDz6ZTs64PCWz9YKnNemennRJLbJ+d0nrtGtrJ2dIjQbvtPo5U3GPJ+sFD0TrnqEPCkXQSWDqZGR1o4D0i+c3sm79hra218gwXNa710v/eVqT7nFQKKBWKplOz5DqA1J9L45Wt1cvj+lAilQJu9dLcfT7qn9QDHVOoYhabYPv9lD9bm+v29OBFC1H4V4vNmh8pVAw7bTBd/sMqZvb6/ZlfdFyFMPQPGbDxUGhYLpZyRSlmaWbQaZolbCnX7ZB4+ajgulW17qiNbN0S9G6HvpmPjZoHBQKpluVzKC2dRetEvb0y1t4kOJgUEFubNaW8fHxWLJkSb+L0XXdaPbZd8HVNDuygr732ulEUZrF8lam/WzWa21YA2TRSVoaEeMNX3NQGEyHnXV908nvKvxPW1xlq2Sbfd9mjo1y44Ij+1Aim8xkQcHNRwMq6+R3ZW9OGlRla/4rWgcAa5+DwoDKOvmd/2mLqWyVbNE6AFj7HBQGWJbJ7/xPW0xlq2SL1gHA2uegMCT8T1suZTte7oU1ODx4bUh4wrByKePx8txDg8G9j8zMhsxkvY98pWBm1idFHIvioGBm1gdFnXbdQWFAFfEMxMy2KNqMvxUOCgOoqGcgZrZFUceiuEvqACrbaFizYVTUsSgOCgOoqGcgZrZFUceiOCgMoKKegZjZFkUd8OecwgCaf/QBDWfY7PcZiJltrYgD/nK7UpC0t6TFku6WtFLSh9LlsyXdJOlOSVdJelHNez4qabWkVZKOzqtsg66oZyDWnG9QY0WR24hmSXsAe0TE7ZJ2BpYC84DzgI9ExPclvRvYNyL+XtLLgf8CXgvsCXwHeFlEbGryER7RbAOhbPdOsPLry/0UIuLhiLg9ffwM8GNgJvAy4IZ0teuAt6SPjwMuiojnI+I+YDVJgDAbaO4tZkXSk0SzpFnAXOAWYCVJAAA4Adg7fTwTWFPztgfTZfXbOkXSEklL1q5dm1eRzXrGvcWsSHIPCpJ2Ai4H/jIingbeDXxA0lJgZ+BXrWwvIr4SEeMRMT5jxozuF9isx9xbzIok16AgaYQkIFwYEVcARMQ9EfF7EfFqkjvdlvsAAAd7SURBVBzCvenqE2y5agDYK11mNtCK2l/dhlOevY8EnAP8OCL+uWb5r6W/pwEfA76UvnQl8FZJ20vaF9gfuDWv8pkVhXuLWZHkOU7hMODtwJ2SlqfL/hbYX9IH0+dXAOcCRMRKSZcAdwMbgQ9O1vPIbJAUsb+6DafcgkJE/BCa3jP+s03e80ngk3mVyczMJudpLszMrMpBwczMqhwUzMysyhPimdlQ810Kt+agYNZlrmTKw3cp3Jabj8y6qFLJTKxbT7ClkvGsp8Xkeae25aBg1kWuZMrF805ty0HBrItcyZSL553alnMKZl2059goEw0CQDcrGecsuqffdyls51jmffx9pWDWRXlPbuecRXf1c96pdo5lL45/bnde6wXfec2KKM8zucPOur7hlcjMsVFuXHBkVz7DeqOdY9mt4z/ZndfcfGTWZXlObuecxeBo51j24vi7+cisRJwYHRztHMteHH8HBbMS8Q15Bkc7x7IXx9/NR2YlUmmWcu+j8mvnWPbi+DvRbGY2ZCZLNLv5yMzMqhwUzMysyjkFM7MuGJSR5g4KZmYdGqQpuN18ZGbWoUGaHddBwcysQ4M00txBwcysQ4M00txBwcysQ4M00tyJZjOzDg3SSHMHBTOzLshzdtxecvORmZlVOSiYmVmVg4KZmVU5KJiZWZWDgpmZVZX6fgqS1gIP1C3eHXisD8XJg/eluAZpf7wvxZTnvrwkImY0eqHUQaERSUua3TyibLwvxTVI++N9KaZ+7Yubj8zMrMpBwczMqgYxKHyl3wXoIu9LcQ3S/nhfiqkv+zJwOQUzM2vfIF4pmJlZmxwUzMysaqCCgqRjJK2StFrSgn6XpxOS7pd0p6Tlkpb0uzytkPQ1SY9Kuqtm2W6SrpP0v+nvXftZxqya7MvpkibSY7Nc0rH9LGNWkvaWtFjS3ZJWSvpQurx0x2aSfSnrsdlB0q2SVqT7c0a6fF9Jt6R12sWSXpB7WQYlpyBpOvAT4CjgQeA24G0RcXdfC9YmSfcD4xFRuoE4kn4beBY4PyIOSpf9P+CJiDgrDdi7RsTf9LOcWTTZl9OBZyPin/pZtlZJ2gPYIyJul7QzsBSYB/wJJTs2k+zLiZTz2AjYMSKelTQC/BD4EPBXwBURcZGkLwErIuKLeZZlkK4UXgusjoifRsSvgIuA4/pcpqEUETcAT9QtPg44L318Hsk/cOE12ZdSioiHI+L29PEzwI+BmZTw2EyyL6UUiWfTpyPpTwBHApely3tybAYpKMwE1tQ8f5ASf0lIvhD/I2mppFP6XZgu+PWIeDh9/Ajw6/0sTBecKumOtHmp8M0t9STNAuYCt1DyY1O3L1DSYyNpuqTlwKPAdcC9wLqI2Jiu0pM6bZCCwqA5PCJeBbwB+GDajDEQImmzLHO75ReBlwJzgIeBz/S3OK2RtBNwOfCXEfF07WtlOzYN9qW0xyYiNkXEHGAvkpaPA/tRjkEKChPA3jXP90qXlVJETKS/HwW+QfIlKbOfp+3AlfbgR/tcnrZFxM/Tf+DNwFcp0bFJ26svBy6MiCvSxaU8No32pczHpiIi1gGLgdcBY5Iqt03uSZ02SEHhNmD/NFv/AuCtwJV9LlNbJO2YJs+QtCPwe8Bdk7+r8K4E3pk+fifwzT6WpSOVCjT1ZkpybNJk5jnAjyPin2teKt2xabYvJT42MySNpY9HSTrM/JgkOByfrtaTYzMwvY8A0u5n/wJMB74WEZ/sc5HaIuk3Sa4OALYD/rNM+yLpv4AjSKb+/TnwcWARcAmwD8l05ydGROETuE325QiS5okA7gf+tKZNvrAkHQ78ALgT2Jwu/luStvhSHZtJ9uVtlPPYvJIkkTyd5GT9koj4RFoXXATsBiwD/jgins+1LIMUFMzMrDOD1HxkZmYdclAwM7MqBwUzM6tyUDAzsyoHBTMzq3JQMMsgnbV2d0ljkj5Qs3xPSZelj+e0MytnOrPnR7pZXrN2OSiYtWYMqAaFiHgoIiqDi+YApZiq2awZBwWzOpIWpRMRrmwwGeFZwEvTufoXSpol6a50FP0ngJPS106qvwJI15uVPv47ST+R9EPggJp1Xirpv9PP/4Gkvsx/Y8Nru6lXMRs6746IJ9LpBm6TdHnNawuAg9KJyyozdBIRv5L0DyT3wDg1fe30RhuX9GqSaVjmkPwP3k5yPwBIbtb+/oj4X0mHAF8gmT7ZrCccFMy29ReS3pw+3hvYv8vb/y3gGxHxHICkK9PfOwH/F7g0mdoHgO27/Nlmk3JQMKsh6Qjg9cDrIuI5Sd8DdmhzcxvZuol2qu1MI5k/f06bn2fWMecUzLa2C/BkGhAOBA6te/0ZYOcm761/7X7gVQCSXgXsmy6/AZgnaTSdDfcPANL7Adwn6YT0PZI0u/NdMsvOQcFsa/8NbCfpxyRJ5ZtrX4yIx4Eb06Txwrr3LgZeXkk0k8z1v5uklcCpJPcQJ72N5MXACuDbJNO+V5wMvEfSCmAlvqWs9ZhnSTUzsypfKZiZWZWDgpmZVTkomJlZlYOCmZlVOSiYmVmVg4KZmVU5KJiZWdX/BzYPmGAzTDBYAAAAAElFTkSuQmCC\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# use plt.scatter() to plot the arrays altitude and temperature\n", + "import matplotlib.pyplot as plt\n", + "plt.scatter(altitude, temperature)\n", + "plt.xlabel('altitude')\n", + "plt.ylabel(\"temperature\")\n", + "plt.title(\"remember this is fake data!\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now, what if in addition to altitude, we have data for X and Y positions:" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [], + "source": [ + "x = np.random.uniform(low=0, high=10, size=N)\n", + "y = np.random.uniform(low=0, high=10, size=N)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "With a little extra legwork, we can make a 3D scatterplot in matplotlib showing at which positions we have data:" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 0, 'altitude')" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "ax = plt.figure().add_subplot(projection='3d')\n", + "ax.scatter(x,y,altitude)\n", + "ax.set_xlabel('X')\n", + "ax.set_ylabel('Y')\n", + "ax.set_zlabel(\"altitude\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "It might also be useful to use colors to show the temperature measured at each data point. We can do this using:\n" + ] + }, + { + "cell_type": "code", + "execution_count": 164, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "ax = plt.figure().add_subplot(projection='3d')\n", + "ax.scatter(x,y,altitude,\n", + " c=temperature, cmap='plasma')\n", + "ax.set_xlabel('X')\n", + "ax.set_ylabel('Y')\n", + "ax.set_zlabel(\"altitude\");" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "InNY3X4nI2X-" + }, + "source": [ + "Now the colors are specified using the temperature data. The above example uses the 'plasma' colormap, so high temperatures are in brighter more yellow colors, and cooler temperatures are darker blue/purple colors. You can read more about colormaps and see some of the other options [here](https://matplotlib.org/stable/tutorials/colors/colormaps.html).\n", + "\n", + "\n", + "But now, let's go back to 2D data for a moment. For example, we might have a thousands of measurements of stellar masses and radii and try to use a scatter plot to visualize them:" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0, 0.5, 'M')" + ] + }, + "execution_count": 43, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "N = 100000\n", + "M = np.random.normal(loc=1.4, scale=0.1, size=N)\n", + "R = M*12*np.random.power(4, size=N)*np.random.normal(scale=0.08,loc=1,size=N)\n", + "plt.scatter(R,M)\n", + "plt.xlabel('R')\n", + "plt.ylabel('M')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "It's almost imposible to make out any of the details! The points are so large they overlap entirely in most of the plot. Thankfully, there are other tools for visulizing large numbers of samples. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Exercise 2, part 2\n", + "\n", + "1. Using this [tutorial](https://matplotlib.org/3.1.0/gallery/statistics/hexbin_demo.html), plot R and M and describe what you see. \n", + "2. Can you find what are the coordinates of the higgest density area? hint: you can look for the bin with the largest value.\n", + "3. Overplot a star at the position of the higgest density area.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "hb = plt.hexbin(R, M, gridsize=50, bins='log', cmap='inferno')\n", + "plt.xlabel('R')\n", + "plt.ylabel('M')" + ] + }, + { + "cell_type": "code", + "execution_count": 54, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0, 0.5, 'M')" + ] + }, + "execution_count": 54, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "bin_number = hb.get_array() # where is the max\n", + "ind = np.argmax(bin_number)\n", + "pos = hb.get_offsets()\n", + "\n", + "hb = plt.hexbin(R, M, gridsize=50, bins='log', cmap='inferno')\n", + "plt.scatter(pos[ind][0],pos[ind][1],marker='*')\n", + "plt.xlabel('R')\n", + "plt.ylabel('M')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Images \n", + "Often times, we'll find ourselves plotting images, i.e. colors over a grid of positions, or similar data (e.g. temperature over a grid of x and y coordinates, which we can represent using color). If we have an image, we can use some of matplotlib's tools to load it in, e.g." + ] + }, + { + "cell_type": "code", + "execution_count": 55, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 55, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "from PIL import Image #need this to grab an image from a URL\n", + "import requests #this too\n", + "img = Image.open(requests.get(\"https://science.nasa.gov/science-red/s3fs-public/styles/large/public/thumbnails/image/Hertz_Feb13.jpg\", stream=True).raw)\n", + "plt.gca().axis('off') #try commenting this line!\n", + "plt.imshow(img)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Wow, Paul (the head of NASA astrophysics) looks dapper! We can also try using different colormaps by first extracting just the black-and-white image. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Pop art exercise\n", + "Become a pop artist and emulate Andrew Warhola (a.k.a. Andy Warhol):\n", + "Use your favorite 6 colormaps (Google them!) and complete this fabulous collage. " + ] + }, + { + "cell_type": "code", + "execution_count": 58, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "imglum = img.convert('L') #extract just the brightness information from the image\n", + "fig, ax = plt.subplots(1,6, figsize=(16,4))\n", + "ax[0].imshow(imglum, cmap='gray')\n", + "ax[1].imshow(imglum, cmap='Reds_r')\n", + "ax[2].imshow(imglum, cmap='cool')\n", + "ax[3].imshow(imglum, cmap='viridis')\n", + "ax[4].imshow(imglum, cmap='jet')\n", + "ax[5].imshow(imglum, cmap='magma')\n", + "for i in range(6): ax[i].axis('off')\n", + "plt.subplots_adjust(wspace=0.0)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Some of these are not like the others...... In particular, 'cool' and 'jet' make him look a little less dapper.... This is largely because 'jet' and 'cool' don't just go from dark to light, but wiggle around a bit as well. This can potentially lead to misleading images, but the python default 'viridis', doesn't have this problem so you should be okay. Here are a few other discussions on colormaps and picking the right colormap for your data: [1](https://betterfigures.org/2015/06/23/picking-a-colour-scale-for-scientific-graphics/) [2](http://figuredesign.blogspot.com/2012/04/meeting-recap-colors-in-figures.html) [3](http://bids.github.io/colormap/). Another python package that includes good colormaps is [cmocean](https://matplotlib.org/cmocean/), which is developed by an oceanographer, but used all over the place. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In addition to 'plt.imshow', there are a few other ways to plot image-like data. Some examples are given [here](https://matplotlib.org/stable/gallery/images_contours_and_fields/pcolor_demo.html), but we'll cover 'pcolor' and 'pcolormesh.'\n", + "\n", + "First, we'll make some arrays for x and y coordinates, then some data (let's call it temperature again)." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "X = np.linspace(0,10,200)\n", + "Y = np.linspace(0,20,200)\n", + "Xgrid, Ygrid = np.meshgrid(X,Y)\n", + "temperatures = 300+20*(np.cos(Xgrid)*np.cos(Ygrid))**3*np.exp(-0.01*(Xgrid-3)**2*(Ygrid-7)**2)\n", + "plt.pcolor(X, Y, temperatures)\n", + "plt.show()\n", + "plt.pcolormesh(Xgrid, Ygrid, temperatures)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Great! The main difference between 'pcolor' and 'pcolormesh' is that pcolor takes 1D arrays of X and Y positions individually, and only works for Cartesian grids, while pcolormesh takes 2D arrays of X and Y coordinates. For Cartesian data they work in essentially the same way, although pcolormesh is typically a lot faster, especially for large images. However, pcolormesh also works for non-cartesian data:" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "r = np.linspace(0.5, 3.0, 200)\n", + "theta = np.linspace(0.0, 2.0*np.pi, 200)\n", + "Rgrid, Tgrid = np.meshgrid(r, theta)\n", + "X = Rgrid*np.sin(Tgrid)\n", + "Y = Rgrid*np.cos(Tgrid)\n", + "temperatures = (1+np.cos(X*10)*np.cos(Y*10)**5)*np.exp(-5*(Rgrid-1.75)**2)\n", + "plt.pcolormesh(X, Y, temperatures, cmap='plasma_r')\n", + "plt.gca().axis('equal') #without this, the circle looks like an oval!" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "dvrF_-9U_gU-" + }, + "source": [ + "# Image Arithmatic \n", + "\n", + "Now that we have covered the fundamentals, we can start diving into image manipulations, starting with slices and arithmatic. \n", + "\n", + "There are many tools we can use to learn about image processing. Today, we will be using Scikit-Image, a free to use and easy to learn python library, and we'll start by looking at an image of an insect." + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 275 + }, + "colab_type": "code", + "id": "2YlskVeHGWH8", + "outputId": "d60ed991-f396-4278-90ff-e206d19e03e4" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# first we import the input/output module from skimage called \"io\". io lets us \n", + "# read files on the computer or online\n", + "from skimage import io\n", + "insect = io.imread('https://matplotlib.org/3.1.1/_images/stinkbug.png')\n", + "\n", + "#we can take a look at the image we just imported once again using image show.\n", + "plt.imshow(insect, cmap=cm.gray, vmin=0, vmax=256)\n", + "plt.colorbar()" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "jVPGCZUKk_UY" + }, + "source": [ + "Remember that, since we are working with images, the information is stored inside of a matrix. Lets take a look at that matrix." + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 146 + }, + "colab_type": "code", + "id": "yuhK6yfZlHEh", + "outputId": "63efcd2e-aaae-41b6-9af6-3ab25384d790" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[[104 104 104 ... 109 109 109]\n", + " [105 105 105 ... 109 109 109]\n", + " [107 106 106 ... 110 110 110]\n", + " ...\n", + " [112 111 110 ... 116 115 115]\n", + " [113 113 112 ... 115 114 114]\n", + " [113 115 115 ... 114 114 113]]\n" + ] + } + ], + "source": [ + "# show the array\n", + "print(insect)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "MehoDaNZJtU2" + }, + "source": [ + "The first thing we notice is that this image is no longer just 1's and 0's. The numbers go from 0 to 256, and recalling that 0 = absence of light, we take 0=black and 256=white. All of the numbers between 0 and 255 are various shades of gray. \n", + "\n", + "Next, we can see that there are ellipses inside of the matrix. This is python's way of telling us that there are *so* many positions and values that writing them all out would take a huge amount of space on the screen, and a list that big is hard to read.\n", + "\n", + "In the checker board example we had an image that had 3 rows and 3 columns. We can check the shape of any matrix by adding \".shape\" after its name. Let's see the shape of the insect image" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 35 + }, + "colab_type": "code", + "id": "gFQ-SSkZlHRQ", + "outputId": "cea4b297-2f8b-4bc2-9374-31bde51308e4" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(375, 500)\n" + ] + } + ], + "source": [ + "# show the shape of the array\n", + "print(insect.shape)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "WhbX-mHqQe1e" + }, + "source": [ + "It looks like this matrix has 375 rows and 500 columns, so we expect it to be wider than it is tall. We can take a look at the value of a specific pixel by calling its location like this:" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 34 + }, + "colab_type": "code", + "id": "7rWPLx4alHVB", + "outputId": "fc968367-acb2-4b4c-e9ce-e19c78f55332" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "157\n" + ] + } + ], + "source": [ + "# show the value of the pixel in the 100th row and 200th column\n", + "print(insect[100,200])" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "0OtfQVS8Re66" + }, + "source": [ + "**Cropping**\n", + "\n", + "Cropping an image is very simple. Basically, we have a really big matrix, but want to get rid of the rows and columns that we are not interestesd in. We can do this by slicing the matrix usng brackets [ ] as show below:" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 286 + }, + "colab_type": "code", + "id": "57CNoD4olaw2", + "outputId": "55f018c0-02c2-4e5a-da56-edfce3aca1c9" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# display only the section of the image between columns 150 - 350 and rows 200 - 400\n", + "plt.imshow(insect[50:150,150:275], cmap=cm.gray, vmin=0, vmax=256)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "31HKaTvrSXCt" + }, + "source": [ + "In this case we cropped to the left most antenna." + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "DVIxmrT7Srlp" + }, + "source": [ + "# Exercise 3: Cropping\n", + "\n", + "By altering the slice locations of the image matrix, can you crop the photo to focus in on the insect's face?" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 286 + }, + "colab_type": "code", + "id": "yUprkOa3TL2w", + "outputId": "21b8801e-c529-45d0-e78d-3ebb8d490a3e" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.imshow(insect[150:250,210:300], cmap=cm.gray, vmin=0, vmax=256)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "YTJS9bm1Sm2c" + }, + "source": [ + "# Image Arithmatic (continued)\n", + "\n", + "since we are still working with a matrix, we are free to do normal math operations on it. For example, we can divide all of the values in the image by 2. This should darken the image, lets try it:" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 275 + }, + "colab_type": "code", + "id": "8TbtybLyWgYe", + "outputId": "9680cb61-0c2b-4815-d0d5-cb8a66e8ad2e" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "#divide the image by two and display it\n", + "plt.imshow((insect*0.5).astype(int), cmap=cm.gray)#, vmax=255, vmin=0)\n", + "plt.colorbar()" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "3_Jj8D6-YH9Z" + }, + "source": [ + "To brighten the image, we can instead multiply the matrix by 1.5:" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 275 + }, + "colab_type": "code", + "id": "e0Bid59NYMkq", + "outputId": "902267be-0be9-4abe-e715-b1d062adbc50" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "#multiply the image by 1.5 and display it\n", + "plt.imshow((insect*1.5).astype(int), cmap=cm.gray, vmax=255, vmin=0)\n", + "plt.colorbar()" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "qBBACkwQZzRt" + }, + "source": [ + "We can also add and subtract images from one another. For example, we can subtract an image from its self:" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 388 + }, + "colab_type": "code", + "id": "EXqJWh44j3IU", + "outputId": "45504d3a-db4a-4633-f037-02739b234f81" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[[0 0 0 ... 0 0 0]\n", + " [0 0 0 ... 0 0 0]\n", + " [0 0 0 ... 0 0 0]\n", + " ...\n", + " [0 0 0 ... 0 0 0]\n", + " [0 0 0 ... 0 0 0]\n", + " [0 0 0 ... 0 0 0]]\n" + ] + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# subtract the image to itself and display\n", + "plt.imshow(insect-insect, cmap=cm.gray, vmax=256, vmin=0)\n", + "# check that the array in full of zeros\n", + "print(insect-insect)\n" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "6hIGmqJ-bQW5" + }, + "source": [ + "We can also directly modify the values of the matrix elements ourselves. For example, if we want to set a portion of the image to solid black, we can do so by setting all of the pixels in that region to zero, like this:" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 286 + }, + "colab_type": "code", + "id": "31Qh1f-onkY5", + "outputId": "0d8ebf16-24ee-4c36-a6d2-d09a8d9f7fc5" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAUoAAAD8CAYAAAARze3ZAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4yLjEsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy+j8jraAAAgAElEQVR4nOy9aYxkx3Um+kXuS1VW1t7dVc1ustUUKS5N0iRFSiItgtLQprVQlixLhmV5nvH0gGfjvXmYH/bYfwYYCBg8vPHgjYFnjAwbYwEzIwvwUBQkSrZMibLERSRFtthc1Qt77659z8rKrMx4P6pOKCr6xHYzq5ka9AEKdfPeWE5sX3znRNy4QkqJa3JNrsk1uSZ2Sb3bClyTa3JNrkmvyzWgvCbX5JpcE49cA8prck2uyTXxyDWgvCbX5JpcE49cA8prck2uyTXxyDWgvCbX5JpcE4/sGlAKIX5NCPG2EOKEEOJPdiufa3JNrsk12W0Ru7GPUgiRBvBzAB8FcB7AiwA+L6V8o+uZXZNrck2uyS7LbjHKewGckFKeklI2AHwNwCd3Ka9rck2uyTXZVcnsUroTAM5pv88DeL8tcLFYlP39/c4EhRBBGfvCcc9D077aklSvXnjbytSddNrtuqb0zTq4Gm3cC/V+NaQb5fSlEZtHN3Sanp6elVKOcs92Cyi9IoT4EoAvAUBfXx8+85nPIJVK0bMr/tOffp8klUpZ43Dp6XH0cLawNjEbR0rJxneBhCsfTq9QXWz67YbEgJAtrC8N6hvtdntHP9HrXE8rBJg7Bc/Ywa7/brfbHeVtSiqVUmlS/ejSaX667jH9iotn+086huQVqg9Xbiklq8Nf/MVfnLGVY7eA8gKA/drvye17SqSUXwHwFQAYGxuT6XRaPbMBI/3XB4oN5MxnJCao6p3Klp+tI4SypqSDNQkAmWDt0t3sbEmAg6sDX5lC8jIHO4Xn+okNLDn9OL1d9WRK0noyJZ1OswOaAzld9IlCF+rLNt3M/Gxpm0IAHGOp6fmYkxbVHxeGdHSBui0N2zOunrm295Vvt4DyRQCHhRDXYwsgPwfgd1wRTGDkgM5kgSYohIJjKOv0DTZXh/CFtd0LEXOg6B3LBdJmZw5hrFxHd8UJKYctDDdpcbro7SalRCqVYieIGP18k0soSyUJBVQTJFxtRGW1TRBmGWJ0sJWL8tTFBDKXzrby6vXpAjcONM3xY+uTZh3oZXGNGU52BSillJtCiD8C8A8A0gD+Rkr5ui28DnIm2NnM8ZBnHCCa4TmwDJVOmaMLMEzm4Eo7iamVhK3GxtNF19FkT9ykZ2OJtnvm4OHaXB+QOtiYz23siADZTJMTU09zwHJhQ0Hc12e5Z76JgwNELo4O6iTUV23M01Vus01M8DPL4MvLJ+bEpJfBJbvmo5RSPgngydDwptlg/vYxQT1eSHgOlM00OhW9UV1iAqMQYoeJScJ1WvM+dTiKv5t+MdLdJRwTMycxDqBsbWM+c7EqWxxXeN9kZ4KjCyx94ovrm1xNJu2Lq9/nQIursxDXDfU1zrznmBvXJ3T2ZzOtubxcgElp+PIC/P34XVvMMcXsACZb1K+5RnUt6Njuc/GT+KBsDIQa1SwL10lN31uIHrYBYjNFQkCN0y9WB/N5CKjFDnYbwHLxQtrTpqfvnplGSN2ZQGFjm5zeoS4TLk/ut8+d4NLLZfqaIGr6Hl1918cwuTFmM9XNdjXT4MrASc8AJWAHO5JQgPStnpvxdfExGZIQfxUXJgQQfIPf1ag2gOVMW5skHXyh4WyLESEg4GNUSdhVyH0O0Gx91MWIzLhmnmY7JwH9GNEnHfrt8tHayqrrbBPTSuKsHRtYcvWux+dYoy4680xChnoCKHVGZTJArgPFbCPygaMPlJIMJmDnIoPZiGZczj/kysvszDbQdg2Abg24mHRCGK3JFs18OIBKwii5PMz0uTi+ML78zHTM8Fw72XSMZf6u8DZ/eAjDNfUKvc+1gQ5oNpDk6tE3QekusJjJlKQngBK4Evz0e2Y4DkA5nyaXno0F6GIbgFwYW0fyzby29Hz3fIPLB/pJ/Wk2iQHK0PKb4OC6DgVFW54uAKbrEPbtq1ducvMBEvV/DiySTHS2uuJ06XQitTFAG1M0F/ZIQvzq3OTCmexmGWMWhHoGKF0sgVvB5gYMF9f0/dnyMH/bZjXAXvl6ePN3DEjYnuuDxDd4uY5i09ElLvYTYuZzaYXc5+qVY1ZmWFt9+/I229unS4jYysUxn5A0XRMIELbfl2NjJiAnycOWjyscN8HrFpiUkt0q5JtgbKBplsPmP+WkJ4CSAz+AZ482kKRrLp7+zDUb28KY4OQDK9tgsOUHuH2eLgA38zT15wZ9KOCa4c37NtDkJqJQ8DTzM/XVy2RrS9tm9VBJsushBCRsk29IG8ToENqXzN+xk7AZ3wdaOgC66kB/prM+bouZDXS5vHTxud9M6QmgBK40N4S48q0ZDsj0AtrMctcAtt2PDcN1Llt+epwQAOLuc+JiMK7wvgHrK4frmSuuK47Zrq7noemGPu9UQtLX65y7JnGBnv48JH9uAkqifww4mvF8EyYxSgprsl1K28c0zTx9+v3SAKVrxdsFkNzCjg9Qzech/j0zPfrNzWK2+JyE5MFJjB/Jp1sI6PgGrC9+6H3bM1/bhD6zCbffldv47xMuPJcu3Q9ph6TAbvYRXx26xkEoqNrcCkl94yFxQ0HTTJf0DZGeAkrgShDjQE1nmzb2EcIsScy8zGcu0Succ77r4uq4ISAdM3vrz0InBBuTdS0g2DpyUlYX2wamziGgYppw9Nu1eBgqeniqFy4Nvb/oerheD+TE1s8o3xjxMT5X/XJ9O8Q3b+s7HNC63Fl0n3tf3DaWYshGTwClDRQ59thut61bibi4Zjjut36f/tsa3rzmftvK6AvjAiSXXhTX/M1d2wDXpYMP1JKyTM5XxaXHlcOVrimurS8h/syY8tnaxjfxmS8n6OJitRzAhuobC8whz5IyuU5YJ6Wn9yWTZbraNSTfngBKgDeZTaZIFcCFNdNxsUgujgkmvgHjYoAcEHBxbOnHsggf0Ph0p3ux5nWSOHo8rp1sOofmYdvMbtMj5L6LtcXUVWg4buHBBHgKR89cQEppcNLN13VNiZ1AuThJXT66hLBMn/QMUNr2OLoWaJIApu26k1nYJS72Fxov9H6Iqc3d51asQ8XFgLk8dID0MWhdYvyFSQBWD+tbNTb19g3mkPs2U9Dn9vDl4WPMHDDbysOtUtNv/fQjPT2bz1CvRy5/vY/Y/Ov6M5PscGOMWzXndOOkJ4DSxiC5Z9y1DyTN+yHCbYCla9vZfqYZZAOfWDAyj4Yyf4fm4wNM/T89c5mNsQDE6eASExzNeo+pV25S8IW1pckd6xYqZv7c5KafUmQL68vDpb95nwM/E8BcY8ecPPS4NnDS8+XA0pUPJzZXk/5bjx9y9qUuPQGUAM8i6T4HiLHXNgkx1cw0fWm5jhTT7+n3ObZk5mUe3GH63mzgbStfCLDEsCQX63Ot/HL3KQ/bG1fc7xDgTALuoc84NuPSybVwokssQJrHwbl0NEFOj8elo4O5SzduMrW1ua1sNsDjntl0scXR6yoELHsGKAGeRYawSe6Z/p/Lw/bc9szGonwMhTsujdOBWxkN+e1jSi5TNcmxaz7Tl3sVlYtnDjgujo2F2oAoFLxsYmvjUHANBeYQ4NPL6QpnM0tD2B+nY2gfjJlwSE+9r/vA0nTVcIDnWgOIsXhC3Dk9A5Su7UGhYGnGN9M278ewJVsHCe3QoenracbqZ/P12MS3AMCFjR0gun6+e67OHzKwYxmgK1xM3ZviYnShabjazjdRcHm7+qmtzl1s0VUWk61yabr2mtoAkSu7zZVhS4vTjxs7pvQEUArBv4XjAksznB6XhANI1wzp8+3YmI2P1flMBpc+oYPKVTauE7jS5hzzoWwpqa50zwWCIQOXCx8iSctna1cbGHHiGvzcQOaAmAMVU2wA7hsb3D3XwokvDHeP2+JkAzL67WKdXJ628R0yznoCKEk4tkjXZhguHOBnj67GtzEc7hnXmV1gqDdk6CCKZUGmhOjOxbHVbUzeobr47rmA05dOzGAIqQ89XKjJG2pmm2H1a9fgN3W0TdRcWVzlsIXh+nDIpOQCcZe/0Fc3LkboIjM2pmuTngFKGxiaf+ZzWzp6g7o6UkwavnjmM4rHHTAbqoNPXJ1Uf+Ziy7ZBGaqDLV/XROOL7/rdrbAu0ds+FtzNNMxr/TkXP6SvhLRTDEi7xAZuPpAJAVAzHLfgE2o2264pns2yCtGxp4CSA8JQkDQXQ3Rm6VpN9rEOV4eM6YiuuL50fGFcs7RvEJk62kAzJv1YgI1JIylo+Qatr+yxk2WsJHUTxAJRUr04YIrN29TDBrQhrDJEv1C2GFI/HQGlEOI0gBUALQCbUsq7hRBDAP4OwEEApwF8Vkq5EJCWFxRtAEnP9LS48L6OHQOStns+88KXT0j+oeDHmY2+w0pjmKwrjpl/LKO2pePKL1bvkHST5MMNaJfOoYDju99tIDcZGf1PYiX4RK8L15Ydrs44AA5lima6NunG+0sPSSnvkFLevf37TwA8JaU8DOCp7d+JxWVq+E4OAtwLHb57SYDK1aF9oG/es/ldbGJONq7FLDNsJ38h4tr6ZasLV/uaEjIwkgwgPX1f25h5ufS0sTJXfYbkaaujWFDjgNGsO70str8QPbhx69qyE5p2N4F8N0zvTwL48Pb13wJ4GsAf+yKFFNI3MENNZyklms2mNR8X4HFhQyWbzQaFC2VRlH8IQ3SZLVdLfG3cjQGeRI9O0/CZkyHtaLKibugXk54vbMhzznrYrT6mjxHff10nG3HaVdMbgATwj0IICeA/Sym/AmBcSnlp+/llAONBCXlALkZcHVNKiXq9ji9/+cuo1+uJ0k8ixWIRf/Znf4ZCobCjrLYOzTFpTkLryDeAYxlTTJ6236HPkuZH92xliak7jsXYJlnbPQ5IQuLH6uuK76oL81lsH+BMdTNdIjuuvOi5762Z0MnAxAOOzfvqtlOg/JCU8oIQYgzA94QQb+kPpZRyG0SvECHElwB8CQCq1WqUGWcTbmDa/HRLS0tXFSibzabXqa0LB1pJ6yeEIYeyOZujPAQEXOn6wsY66E19Y/P2TWAuE95Wb0nLEKqbmZ8NFGzhXb9D43UjXR+Yc+OHm+h9rDGGGHTko5RSXtj+Pw3gcQD3ApgSQuzdVmQvgGlL3K9IKe+WUt5dLpd3PDNB09a5abZxdYbdMN2Sim1wcfdNP8/VLofLRNTZbpI/V562sK64IZNsN03AEHDgfHW6nra+GtLO3QQxm9+x0/Rj0jFFrwPbjhVfH3S9Esxhi6/eEwOlEKIshOinawD/AsBrAL4J4Ivbwb4I4InQNHXA42g8V/k6WPpmcj2td0NsZgc9c4lrYMWAk+s5p58PGH2HVsToayv3u9WGroFmqztX+bmycM/137ZwrjxCJXTy5YA/xuR1lYnSCiVH+jNf+NiJ2iWdmN7jAB7fzjgD4L9JKb8rhHgRwNeFEH8A4AyAz4YmaAO6JIXz0e53Q2J0SFpuTmz1qksqlcLs7CyALVcIbZI3T5TnGC7d74a+eh6hZlsI63axUVteJhDGph0jMZPn1WTPIWJzKel9wqVTSP80n5l9znfPlhcXhpPEQCmlPAXgCHN/DsDDCdPcQbVdLDGmc5qDrxdA0xSzTL5y+8of0vhm2o1GA88++ywA4MiRIzhw4AByuZw6Os0FSDa27GKK+jMbUPgGmIutdGrGuvqfmb+t7TrxyXVTSFcXaHA6xYwzm1vJp5cvXOinLvQx3i2SoXToampdEI5NuMCNO2CXi98r0i2/TogZFyv79u3DJz7xCRw8eBD/9E//hG9+85s4f/68NT2XKRMC5CESMphdvztte87c7OYgjOkPph7cb1t8TvcQ8tCt/srFC43PrXz74tnqxJRQ4tEzQJmU8ZkLOty1OYt2e7aJFR+IuzoR9yy24wF2xprJZHDXXXfhC1/4AqrVKh5//HF897vfxfLyMmtuc6aOORhdZdHTS8KCuevdFBNwTL2vlsUSkkdInSapw9Ayhri/XBNt7Dg124R7ZrZfaJl7BigB96xH1yEzic2JHAsmuylJzBTAv2jAmVi+tDgpl8t4+OGH8elPfxrz8/P42te+hldeeQWbm5tOXWMHpY/NxOTj8jfultgYXSd56hNQ6AKHy9zkFp5c+XJ5h+jsuxebnqsObcBn5m0DTP13iF49BZTcDJiE/bXb7Z4BRE5snbZTnxo9dzEJ36yu6yalxN69e/H5z38ed9xxB370ox/hG9/4Bi5evGj1U5q/uQ7sYsqh5XSlF7s4ECscoNgmMNdAdJnKNnHl4/qt52cbX5wl4NPZTJf7c0kIMKdSqSvWLjhm2Ik15ZOeAkoSs8GSdPxeBMkkOnEdwNcRXZ0mdhGM/r///e/HF77wBWxubuLv/u7v8Nxzz6HRaFxhdvryTyJJQdSWzm5Popz7IUkaoflwE53LEnOl/W65pXxtwx3q65LQ+guVngHKGKe9Gb7dbqPdbqPVajnNLm5GfTfkarHdUIbqm4yE2HqbqVqt4rOf/Sw+/OEP45lnnsHjjz+O6elprylnSzcmju9Zp/Ju9wmgeyAVwvqSpGn2E9+EnMR8t7kHbIdkcOzSJp3Ub88Apa8hu8la3s3FHBuQh5ooV5MJ2czrO++8E1/84hdRq9Xwta99DceOHUOr1QrKI9ZMCymvzqI6YZ6cHq40QiaIUMbvWogww8WAEOUT+lG90PS6KSGM13fs2m5LzwBljLg6Ivkn9WcuM6QXJAQsXY76TvP13dOfEbscHh7G7/7u7+K9730vnnjiCTz11FPY2Nhwxg2d+U3xgYKPhbrE93w3BmInbdlp3w31LdvC6H3VZvbH6Mn5GjkJ+VKiTWdO91jpmRPOSZJQdZvpaIaNTb/b4nILhMQN1T0mXGjn0TsbXWcyGXz0ox/FwYMH8cQTT2Bqagof+9jHMDQ0pA4I5vR2uVJsTMtWrpB2tYXhyt5t31aImGW01U9IW3H1F0IOzHxt8WJdZOZzWzu7WLxtH6Xev2IsCT18KH70JKPUZ6bdXsG8mhJiUrnidLvcSUxT+q9f33jjjfj93/991Go1fPWrX8WpU6esndiVtm9Q+gA2dFB3alXEsKWQdg0Vn8ntc1klKTPHGkP8kqG+zN0WmyUTW/89A5S+QeHqbC4wTer3upoSyoZCTKTdFHMg6EA4NjaGL3zhCxgeHsbXv/51vPrqqzv0d6VpyydGrxCdadC46jKW5dvAm8szVMx69k2WSd0OrrAuVmurP86/S7+5F0M6EXPsmz7ebo+NngFKoHsDX28UrvF+mSWUnZm/d4ONmnvbCoUCfud3fge33XYbnnjiCTz99NPqdKFYFuRij1yYGB8m1y98OrnChKTvYmGh6XOTf6zfzUzH9dulk1kGV30AuKKvxEiof5IDbxM4k2JMT/gouYL4WAIQ5rczmcK76aPkxPSXcM+BMIZte2YCTKg57BLOAqB7v/7rv45isYinnnoKq6urePTRR9UJREnzCjXLY9q5224Nk22FsmnTX6ZfU5hms4nNzU1ks1lkMvHD1ufHi/Hrxd5LqmNS4erRlW5IX+kJoATcoGfzLfQa6CURX8fQ64Ub2NykYV7vltgGiZQSDz30ELLZLJ588km0Wi08+uij6ptBPj8XxxR3YxC5xGVS+3SP0VUPr1+3223UajXMzMxgamoKy8vLKJVKuPHGGzEyMhLd920gGdL/qGyuNHdjLJJl6PvQGHdNv82xo9dxTDv1DFDq4mIrtjChshtmaJK8fYCvNyzXGToBwt0qv86opJT40Ic+hHQ6jX/4h39AJpPBI488gkwmE8y0XPc7YdimvqESA36hYg7aRqOB2dlZnDp1CpcvX4aUW6+R3nzzzRgeHkY+n/e2fSxb7LQcnfYn8xg/XZJsCyIJcWuEgmXPAKXNnO50pjKBpRdZKDdgbb47TkJmexNsr0Y9SCnxgQ98AJubm/jRj36EfD6Pj370o8FmtPnMx665cNzzkLz036H1lWQAUtq1Wg0XL17EW2+9hZmZGQwPD+PIkSOYmJhALpcLOqfV1CEJYMb6JzsBSXPbDwEmCV3bNptzZTUnax97Nl02NukZoAR2mjbctR5O/+9Ls9fFBnQhzMonNhMyVmLNSZJ2u40HH3wQrVYLzz33HAYGBnDvvfd6zaQk4KTryv3mzC2fO4PTz6a3Ty9OGo0Gzpw5gzfffBPz8/PYt28fHnnkEQwPDyObzVrrPdR14ZNuuTRs4jKf6UBe/ZkZ3vUVRl3MPuPzScaWuaeAshtiNkgMu7ha0m3XQiyouvxOrgUFn9gmsHa7jV/91V8FADz11FOYnJzE+Pg40um0VReXO8KVv49dutKx+UN9fslYobQuXbqEo0eP4syZMzhw4AAeeeQRjI2NqXrhzNFYs5vT1+Z+st1zTSachIIbhdPB0Yzr+mStWRdcO/lAMbSP9xxQukzvXwZ2mFQ6NYeTglusuBzhLtBrt9t46KGHMDQ0hL//+7/H7bffjoceekgdZJJUXxd7NJ9zjn1bOrY4McIxVDKzf/rTn+Ktt95CpVLBb/zGb2BiYuIKy4nebuLStP32heNAxQeuXF1ycXwAGQqgethQH2UMAUpClnoGKM0O+T8zKHYqoT4qW1gfo/Vdc8zLNXPrwPqe97wHP/zhD/HCCy9gdHQUt956a/CBGmaaXFk4MYGRc+fY4nQinMl/+vRpPP/881hZWcE999yDm2++Gblcjo1rY36heXM+um5MxpzoIMixwBiQ1OP74nXqZgiN74VrIcTfCCGmhRCvafeGhBDfE0Ic3/4/uH1fCCH+kxDihBDiVSHEXcGlgBskzUa3NTgduUbXetxeMLsBfuU9xLdiphGahzlYbHnb4pn3OHbC6cYxKjo5vdFo4Nvf/jbeeecddjNySD34gI4DQxdAduJr1MNz4FSr1fDss8/iu9/9LrLZLH7zN38TR44cUSBp6hWSr2+y0MeTrY1t8UPHiz7e9HtJhDPFfZJkokwiIbz2vwD4NePenwB4Skp5GMBT278B4NcBHN7++xKAvwxVJLRhQgtrm5F6CTB1iS17zGCnuOYADsnLFicmvh623W7j1ltvxcc//nGsrq7iG9/4hjrTMqR8oc99EuKji5m0uEme7s/MzODJJ5/Eiy++iLvuuguPPfYYhoeHWTB39U8bwPmYvHnNhQvJn4TAMSkguiRmO1BSzEjizvNqJaX8ZwDzxu1PAvjb7eu/BfCYdv+rckueB1AVQuwNUcTlvNc7U0jBzKPjbfld7T/fQPQ1umtA2VhzzMCziS8cPTc7oK2tWq0Wbr/9dnz0ox/F9PQ0Hn/8cayuru4o425MZrEDxGeec2npZrYQAu+88w4ef/xxTE1N4bHHHsM999zjfEspxqXSabua6XIgvBtg6JKY/JK0Z1JJ6qMcl1Je2r6+DGB8+3oCwDkt3Pnte5cQIL6Ch4Ik4K7wQqGAP/7jP44ejJyJGeLnknJrBbNQKAT51kJ9ST5TsZusKwkz8ZXx/vvvx8LCAl588UV8+9vfxmc+8xlrmWLrntOr0/pwpa+DIwHVK6+8gmeeeQZ9fX349Kc/jaGhIav+LtALubfbok/0rpXobkq38+ik3jpezJFSSiFEtAZCiC9hyzzH4OAgpdXxzBBSualUCqOjo94Br3cOlw+JY0E2oLexSBOIXOYCCbcqyqWt/zbLxIXz1UtoO4Uw5EcffRRLS0t47bXXUKlU8MgjjwTH18PtFgiGiBBix/mbAPDyyy/jBz/4ASYnJ/Hxj38cpVLJqmu3gK9b6ZigqKdN+x6vFlgmkVC3UIwkfT9oikzq7f/T2/cvANivhZvcvneFSCm/IqW8W0p5d7lctprXnTiaAbvPI4QJ0rUN9HSTOsZX4orjG/C6ia2nYzO9zbyTmtoxpp8rf12EEEilUvjUpz6F8fFx/OQnP8FLL72kgIfLz2bmh5bDFiaJqWreI71OnjyJ73//+7j++uvxqU99CtS/SVc9vM+lEaJ7SFhduLrT69SX1m75J3dTOAYfU2dJgfKbAL64ff1FAE9o939PbMl9AJY0Ez1IODZlPg9lD918TzQGEH3gzvmF9E/s2oDKB17c/aSAHCo+kDbLzYUtl8v43Oc+h2KxiKeffhpnzpxBOp1Wg1GflFzpmvnGlDe0Psz+qQ/AZrOJN998E0ePHsX999+PT3ziE8jn80Hp6hIK8Nx1p+3Kja/dXLzpRFx1wIF+J26MkO1B/x3AcwDeK4Q4L4T4AwD/HsBHhRDHAXxk+zcAPAngFIATAP4KwP8epMWVeVp/x8wE72bDhrA8PawrrguEfPlzHd9nrseyrKTx9UliaGgIjz32GOr1Or71rW9hcXFRvZlCf74N2J3onUTMvF944QU8/fTT2NzcxIMPPhh0AIgeP4YBk4Sa8TbwsKVD0mvgCPgXsvT/NnG50jjx+iillJ+3PHqYCSsB/KEvzVjphBGZG2FtadrS45ikaWrFCMWhNHyNpYdzmUcxrMLUIUkY1+KKWTZXXRP4tdttHD58GB/5yEfwve99D9/5znfw2c9+ln0l1aUzp5srTNL2o7gE4C+99BKee+45ZDIZfOADH9jR7zphfL4+FgPEug6u3/q93fZFxqYfQhjM8RnS3716Jo65S+ICrCTCvXDPic2Mc1F336KHeY+b7Vzp+9LhftvCu9L2zc6+dF115yqDOVjb7Tbuu+8+3H333Xj77bfxwgsv7IjTyUKfrQ5CdOTC6b+PHj2Kp556CgDw27/925icnNwByKGTIZe3PtkkYae2eJyVYau7kO12SSUEJG1jx/ztqlvX2Aup1557hTH2mU9cbw3Y2EonYM3N1D72YjaYbcYPrYekTFfPz8YOQ/IyBzgHFLYytVotfOQjH0GtVsPzzz+PiYkJXHfddVfoqOvkYuc+PTqRVCqFt956C08//TQA4Ld+67ewd+/e4MFrE84PGishFkNsGknZpTnOkjLU0H5tG0dcmFDpKUZp86V1o1OT6LOj6xc8ooIAACAASURBVJw7H7sLmeG52SyUAdryDknDl7aPAfoYFFc+HzsjCQHQdDqNRx99FHv27MHLL7+Mc+fORbN3PS/z2paOrdy2sGfOnME//uM/YmNjA5/61Kdw8ODBK/yoSSYsqpsk7gGurmPE588OYZcURh9nsQtCsePE1sds5TDj+cZTzwBlCDh1Q/T3SGO2DvlWvUPByzSlQkGJ7ofmaUufrjuZ1UNB1AbCLnOUnhUKBfzKr/wKjh8/jm9961toNBo70vcNaNck69LffGZbLFleXsZ3v/tdLCws4GMf+xhuvvnmK/ZS6uFjBq2uR8gEFSNJ4nBmuT5+dGAMdXXZ9AqdqGx6utLuRHoGKEliQSIJwzJnOHOmszFA25YDX942x36MuGY+bqAnqUNferY/X3o2fc0w5mR04MAB9PX14dKlS3j99dd3gJCrLOZzF7DEDEqKv76+ju985zu4cOECPvzhD+PWW2/F5uamAhQfsNnqzFVX+m8OvEMnL1cePj046dR3GdNXfHXn6p9JyqZLTwFlp6ifBDR14UCTfoemazMxbODsW2DiBn/ogLPVR0zHcgGQmZ6rDK7nJOaEksvl1EfJfvCDH2BpacnKRGPy0e+ZbMkFdhTu2WefxalTp3DkyBHcd9996hn1k24yG24xR8orLQJb29ny7XSsAFf29dh+rZfPJqHbn8yy2BanQsHTlJ4CSk58jeyabTqRWKBzgWNIXtxpR/p9KaU65NaMmwRIQ0AlFGDNsLZ7to5J982O3W63MTk5iSNHjmBhYQHPP//8jjL72jikD+h52wal3ibHjx/Hyy+/jMnJySs+w6szYq68rpVlXzxTYhb2XL+TpNHNo9W4PHzMj2t7Gyj6xNUmuvQsULoGlC9eCBiESGjjd2ufGQe63MeW9MFkAmWSgeGajGLENluHshnb5Hf//fejVCrh2LFjuHTp0o5PJNjYScjijStvXWgwLS4u4oc//CH6+/vx2GOPIZfLsYw0RGL6smss+No7FAhcOlxtMSccn9gmWlvaFCdGegYofcCYdCZMMuB7QWL3rvkYIscAfazTFjdGkrSf2eEHBwdx3333YWVlBc8++6wzr9D8YsFjYWEBR48ehRACn/nMZ9DX16cGZ4wP2lePBGxJV7pD8ut0PHTql/Qx61AJqUvumtPBV989A5QkMY3uGsTmDLMbgLmbABy6nYLrtJ2YpL56Sso0bXFd4K135ve///0YGRnBW2+9hRMnTli/A63nR9Ipo2q32/jxj3+Mo0eP4s4778TIyAibVyf1rocJaYOQNHpBfGPWRpBixbWI1g3pKaC0VaBrcJn3feG6UXmcqbebwoGlD0BtZmxo+V3gZt73sVIzjC0/17ahfD6Phx56CKlUCj/60Y/QbDa9+oXoFMI8T5w4gddffx0AcOjQoR2HdYSClgvUuYnCdi8GWFztH8K8uwk0IX3CpVMnk5C5HzWJP7OngNIloYPdBrQu5hILHu+GcAs+MRt5feahryP72Fsou7Pds/ml9LK+973vxXXXXYfp6WkcO3bMmybd5/qCLwz9r9freOaZZ7CxsYGHH34Y1WqVzdOWv82UDplIYkBM/+0ybU1wv1qTvU2X3UzP5Y+MfUurZ4DS1YFDZlpdfJuNud8h7MuckVysLSmz8okLEF2gyb2uGTtRmPG4Z67foenoonfodDqNBx98EADwwgsvYGNjw6lHLFsinQhMhBA4duwYLl68iAMHDuCmm25K1H4xk0iS9DgmHsKwfBNIpxLCAl3jzJeOC2hDQTjUJ9wzQEkSwhpD0uCuu5FWJ+BigjL3rBs6A/btTZxuobKbjNrF8gi02u029u3bhzvuuAOzs7N45ZVXrtiEnqR9dNHTW11dxauvvopUKoUPfvCDSKfTXnbiKgNX1ti+zsV1Tcy2+L59hq50unmaUNJXPPVy6M/M6xAQ/KXeHgSEm1P6vZBBE9tRXUDmyiO00/ruJRXbBvqY+D4JrWc9rK2dbOnrIoTA+9//fuTzebzyyitYW1uzho0RiquX+YUXXsDly5dx6NAhHDp0SOXv0zEkn9Cw3QD/kDyAMMCI7RO6hLgguHu+FfKQvak++aVjlCSddnrTvAidfW2DmcT2pkQ3hPTuhu9mt47F0sVXfy6JBRyqGykl+vv7cc8996gtO5lMxpqmrpMvbV1mZmZw7Ngx5HI5PPDAA1b9Qgeiz4rgwgOd74N0pW2TTvPTde6GeWyOv070S7LnFeghoNQrI3RfWgjTi8nfNbtxDEj3b9gWI0Jns24PCNvMHwOgMR+g51iAa0GB+x2zSfzuu+9GtVrFz372MywuLu4AUm4y49JyMduXX34ZS0tLuOWWWzA+Pm6dcLm2DwVPs0ycHrHp+dIy9Q3RCUhmbuvtGtO3Q/uBCXq2vZLdGFs9AZRmJ7Q5p0PN2dBwZhxXfK5zherVLZ2TCneyiym2Vydtshts2gZGnJTLZdx5552o1Wp4++231b7KkC07NqE+NzMzgzfffBMDAwP44Ac/uOMZXScdeLEsvJOy+CarmHLoJwXFisv6SlKPut4x44YD7tA66AmgjBUfG9DD+Z7bZtyYBoxlELsFiC5xvZ/uel89qcSAP8fAfRNPq9XCkSNHMDIygp/+9KfY2NjouG7b7TbS6TReeukl1Go13HfffahUKjvCmIAZMkm6yuTbQREiXFhXXi4dQqSbbp2rPRa4OvilWvXupslhpstdh4QPuQ/sPHEmFJRd+V8NMA3ZQhQLop2ArFlm16osPSuVSnjwwQexvLysWKXN/OLy4GR6ehqnTp3C2NgYjhw5ovIL0d8si6vvmWFcg9XXp8y4vsUPLt0YYtBJO9uAyhfHx4yTjJkoRh2Q2N8IIaaFEK9p9/6tEOKCEOLo9t+j2rN/I4Q4IYR4WwjxCJ/qlcKxRP0ZF16P59DfO6vb0jbTsenMxfHp5JOr4a9MEs4VppN300NXRM2DYa+//nocOHAAR48exblz53bEsw0g2z0hBF588UWsra3hnnvuQaFQuEJHLo3QvmhLy1VeTswJxfbcB6CxINOpxcHlE+oq8bF2SisE/Gz+TJeE9Oz/AuDXmPv/UUp5x/bfk9uZvQ/A5wDcsh3n/xNCpJm4V4g585vi823YGoETW8dwVbSvMTsFtqSz+7shIYOFq0vTNxQrUv7iHEa9r/T396NWq+Gf//mf1Wdu6ZmpE5cmgeT09DSOHz+OkZER3HTTTcGgEDo4Q+5z9WUDvKRm5NWWpPqY5fexytD7ScJ5gVJK+c8A5r25bcknAXxNSrkhpXwHW9/3vjckYoxZGpKOPlPudsdxmUau8PpfUgf11ZB2u80e98ZJpwPVxyz1OqLr0dFRLC8v48KFC+rLjSHpmGGOHz+ORqOBBx988Ao26dM5STgT8PT/rjRj6ziWMNgkZFHQpYMN8FwTKpeO/t+8z/12TTRdM70d8kdCiFe3TfPB7XsTAM5pYc5v3wuSWHDw0XGTwXQDfGJ9iKHhewkYOeHOxyQJmfFDxWaS2+pHCIEbb7wRALCxsYG3334bU1NTQfnrk+rq6ireeust3HTTTbj++uvRbreD9eZMPxtIJwE5l/XEAUC3yYFZpm6+mePKh+5x4bhnPnA08eBqAOVfAjgE4A4AlwD8h9gEhBBfEkK8JIR4aW1tLYom267NNELNddPHFMsQXc99Dv1Q6QWWaWMSvsnAVm5b3ZjXJiiYk19/fz/uuusutNttrK6u4o033lDPXKYs/S0vL+MnP/kJlpaW8KEPfUidWt7N+tZBTP9t6mZKkkm52xaUqYP5YbFuSNLJ1sZQud+28d8V05sTKeWUlLIlpWwD+Cv8wry+AGC/FnRy+x6XxleklHdLKe8ul8vePM2O1q1ObKZr6GgFAReY2kxF2zO6tgH3uy0hezBtnc2cuPSy+ZiDS0xmcPjwYWSzWaRSKWVC63VqS39paQnPPPMMTp06hWw2G6xT6AB1Tdy6JGlrXx/0uX5iWZUp3QBJV7+xAZwvPVfaHKsMkUQlFULs1X5+CgCtiH8TwOeEEHkhxPUADgN4ISRN30JGt01Xn0njY3+hlRwza7nS6GWJOUQ3VkIsBQCYmJjAnj170G63Ua/XsbS0tCM+XevxaQHo1KlTmJ2dxeTkJPr7+6/I36cfpy8XppM+YEvPJ6EAbGPbnMlqkxjgTFIXMaYzN+H5LFCXhGwP+u8AngPwXiHEeSHEHwD4v4UQx4QQrwJ4CMD/BQBSytcBfB3AGwC+C+APpZStIE3cOuz4bWMILsZmCxtiYoeyWN/MaEuf7rkar9tM2iYme/R1fl3fkPqJCR8jmUwGd955JwCg0WjgwoULbD56Pf7kJz/ByZMnsba2huHhYTz00EMqju3keNuEmQQAQ0DYx7hsgBaSLicuYLXFcVkcu2Ga+5i8TWLLpUsmIPHPM7f/2hH+ywC+7M3ZEM4M1dK0mt4+MDTTj/XhhOSji89cC8mLC2syqm4wE05iHfWmzpw/0TS39f96Oq4JwjdZSinxnve8B9VqFaurqzh+/Dhuu+22K4CZfp8/fx4///nP1cfZHn74YQwODjonJBvIhwC/qSsHuLYJOmlbm2lyebj05HQxw5n3uZcWrobY+k4o6/ZJz7yZo4utE+kdp1umbAjQdtJRk+raC+Z2CJvU/4foHOJC4Tq4z7SXcus74H19fdjY2MD09LQ62JeL++qrr2J9fR21Wg1HjhzBDTfcoMpilktvQ5/Pk8TH9Fzl8+kQImY8M59Q/W36hgrHNn2LQb5tSC5Tmgtnex7yTOnkfNojkhQ0uM4VUqHcdZJ8d1N22xSPAUnXIOcmJUo7nU7vAB99ELtcERyQAEAul8OhQ4eQTqexsrKC6enpHa81Uh4zMzM4e/YsNjY2UK1W8YEPfEDpxDFg/VofwDa9OBDk2knXzTb4kwgXz6x7jnS4xgtX5zHExQaI9N8HjuZ920RgK4OrPCHiNb2vlrhWQW0N3w2QMAenS48kae82YF5t8bWFa+Gq2WxiZWUFKysrSKfTqFQqyOfzGB4eRj6fR7PZRKPRQLPZVCYxByQ2sziVSmH//v0oFAqo1+vqLZ1Wq6XCCLH1eYeVlRU0Gg185CMfUQdfUNqpVArpdBqZTAa5XA7AlgnZbDZRr9eVftwrjmZ/0nW3sTnfbz3ubojNwuIsBVsZueemhEy+PlM+Rro59noGKM2ZWxfTp6UzDpcZHRJGD+sSl14x8WyDvBPZDUB2bTAPERPk2u02VlZW8Morr6Ber6u0pZQYHh7GTTfdhEOHDmFiYgL1el0BEv1JuXViEIEe7XUk8KPPNIyPj6v85+bmUCqVdsRfWlrCz3/+c2xubmJiYgJ33nkncrmcYneDg4PI5XJIp9MoFosQQmBubg5nz57F6dOnsbS0hHq9jvHxcRw6dEgdGswJ1/dC/Zi+Z50Ap8sE9V1zYzFWzDe9XLpxwNnNE65s+ZjSM0DpErODhTj+OZDUw+hpm+nGdMIk/rQQvc3wPj3fLfZKOlDnt+mZSqVQLpexZ88evP766+pZu93G8vIypqam8OKLL+LGG2/EnXfeiWKxiFwuBymlOoyBwK7RaCCVSql9j3S/VCphcHAQIyMjOH/+POr1OkZGRrC5uYlGo4FWq4U333wT9Xodm5ubuP/++7F37161D7RcLu9gifV6HS+99BJOnjyJlZUV1Ot1rK+vo1qtolqtXtFegN3dYKs3rq1d9235mPddfcE1Blxmu68/6te+MURH2sUsLtHkGAqWpmugk8ml54Ay1OwILXRMp+GAytdhfdJpfF06XVyKlSSnoeumt1nmbDaLgwcPYm5uDufOnVMmbrvdxubmJlZXVxXjvP3221GtVpHJZJBKpVCv1xVgUl4rKytIpVJoNptIpVJYX19XHyA7c+YMZmdnMTs7i3w+j3q9jlarhWPHjqHZbKJSqeDWW29Fu93eYZpLKVEoFDA1NYXnn38ely9fxuzsLBqNhjK3b7zxRgwODqqJoRtuIJvV4ZqEXczQRhJ0t0hoWrYx4iMhXHzgSj8pF8d8noTE2NLSf4em11NAGQsAPmaZtPPGAlJox/blYSuPzW+0m4Dpel2RE47hmv+FECgWi7jxxhuxuLiIpaUlCCEUGOZyOQghcOHCBSwvL2NsbAx33HEH+vv7FZjqhw2vrq4im80CgGKcuVxOhV9dXcXly5dRKpUAALOzs7h8+TLW19dxxx13oFgsolarqXzn5+dRLBZx4sQJvPXWW7h48SKazaZKv1gs4pZbbsHo6KjK11UnSSWkXX3uHAoTAoaxOnA+VZuv0gdwHAPuxD1lI1WdkC2gx4DSxuZC4/jCAW7HeqzJHCKdAlqI3+hqiW1AcNe2eKlUCkNDQ7jrrrtw/PhxXL58WbE6KSUymQyazSbm5+cxOzuL1157Dffeey9uu+029PX1od1uY3FxEc1mU5luGxsbyhTb2NhApVKBEFsHXUxPT6s3dujVxnQ6jVtvvRWrq6tYX19HX18fSqUSBgYGUK/X8bOf/QyXLl1S6QshMD4+jhtuuEEtPJlAEFpfZl35nutiAx1bnw7ttxzw6Xly4ktb1zXUzWDLQwiBVqulJm+b2W1OynTNTeAxZQF6CCg7GfixPhmbSeKL5xMfG7TdD2Ww75YfUs+fJNTs49hCLpfDnj17MDAwgJmZGbVIsrm5iUwmAyGEMsvX19dx/vx5HDx4EJOTk0ilUshkMlheXsbGxoZaJacVcyGEWk3f3NzE4uIihoeH0W63cebMGTQaDUxOTuK6665TLLZQKKBareL111/HuXPn1LYi8oMeOHAAe/bsQalUUvr5ANK8jvHFxYQNCW+Krx19LLBTS62TeL5v0+v9Lqm5zknPAGUIWHFs05y1bOHMfDjTUI9r01EPw5mbMUBm+oy4PHx6ddMH6nOSc/4pU39bWPpPrCCTyaC/vx/FYhHDw8M4ceIEpqamFEjSinh/fz8ajQZ+/OMfY3R0FA888ACKxSLW19eV2S6lxObmJoAtRpnL5ZDP59U3v8vlsmKPjUYDt9xyC4aGhgAApVIJqVQKr732Gn784x8jl8uh0Wggl8uhWq1iYmIC/f39O1bG9XKH1Dvn4/OFcT13iQnSrrxjJnaXmAyOy8sVl8uXA8fQ1W4bg+T6LheOk57acO5ifkka0EfpY565/G+++CFmii0PXWL8RqGib/KlhRKXfzLGzWHqpselPHK5HCqVCg4fPozBwUG1uGOmQyvWFy5cQKvVQqFQUKZxoVDA4OAgqtWqOtSC/I7AFijXajWsrq5CCKFOLxdCIJfLIZvNYm1tDYVCQelVLBaxb98+VKtV5PN5tTmeK2cnk5Q+0dgmnZi0SJ8kYGyGsT3niIl+T7+2fdTOla6PQZpxbL9N4dov1JrrGUZJEjIYfTNBLMiE6MDN1K7O5gujp2n774sXKyGr2Pr+SRdbDdHBx1goDwLHtbW1HRu59fpLpVIYGxvDmTNnUC6XMTo6isXFRTQaDQBbTLKvrw/79u3D5uYm8vk8AKBQKKj06vU6isUihoaGUCwWUSqVMD09jdOnT2NhYUEx6nK5jL6+PpTL5R2mNlemEJAMYVs+cz3E32n7HaqnTWy6+lxaHMiZYNnJPl392tXX/qcyvX3SqX8uqVlMEtIZzfsc8IU0nk/XmLKEdkTbaTkuHxY3eJPUM5nOQmw57TOZDNLptPJZEpAKIXDp0iVcunQJqVQKjzzyCLLZLNrtNvr7+yGlRLFYRL1eVzqk02k8++yz6Ovrw+bmJkZGRlAsFtVG8RMnTuD48ePIZrPqLRzyTRKL3A0mn8R3FmK2d0NsFk5I/t08BMO3aKNfh4K575lNegYoTX+dbTCas7ILsLrdgXS9fDqY4XTduUY1O6LPBxgixJB87JDTxaafXh4SU9cY35cQQp0hmc1msbm5qfLSNxhvbGxgdnZW+SBTqRQajYZaECoUCshms2rFfH19HcCWf/LVV1/FwYMH0Wg0UCwWUS6XkcvlsLy8jPX1daysrKDVamFgYEBtYifTnsrXySRtExc7dbHHUFeOLR89jM8Et5m2en/qBBxdzNLnM7dN0p1O3pz0DFCSmIAJdM+5bXseaiLr17YO6wKVUEbQDdPbPJ3FxQJdurjytJmSXH26JhQpt7b4FAoF7N+/X73uSG/g0IDZ3NzE+vq62mI0PT2NQqGA8fFxbGxsoFarIZPJYG1tDVJubTU6evQo5ufn1cJOPp9HuVxGo9HA97//fczMzKBer0NKqZhkPp9HqVQKmqRCfVwhEtJXXM9s7eDyxdm+DWSb1M3n3T5GjSb2EDZpCueSCzHRQ6SngDJkgJmM0xTfcw7EYivPF68TUy1p2r49ZrG6+Nh6TFo+oT2UpVIJQ0NDWF1dxdzcHLLZ7I5BXigUlGlOIFir1XDHHXeoVfLV1VUcO3ZMvbZ48uRJtU0IABYWFnDs2DEAWwf8ktmvM8hsNotCocD6Js3f5uBMMqmbTCipNaTXFaezT/8QXXXpFkiawBjzemJIGL2sXJuGpNczQJkUrEzx0e4YcOyWTubzEPM3Jn/XieQcY96Nspt5xMz8rVYLQmxtC5qamoKUEmtra6hUKpBSotlsYnNzE9lsFuVyWW0ZyuVyWFxcVJvWT5w4gaWlJZw+fRq1Wg2Dg1sfB63X66hUKshkMlhcXMRLL70EKbe2HhUKBWQyGWVy0wlHAwMDV5QvtLyxjJ1LOya+LjqDDAVc22QAXJ2Dd5MAI+emcoXX73NA6evvPQOUNvGxM1cjh86OnN/Rp49tZnLp6WPBtt+x0s30bLNvzGzs82mS+ZdKpbC4uIhcLof19XW1dUc3x4rFIm644QbUajUsLi7i0qVLaLVaWFxcxNraGubn5zE3N4dqtYrJyUlcvHgRwNZ2oQMHDuDcuXOYn59Ho9HA8PCwOtyCVs/X19dRLBav8Ou6rBMTmPTwMQAay+JDRJ8oQ5htN0Cym+4IPT3zWv+d1KwOxYieAUqzc7k6qel3oXCmhHa6UGCJNTld5lqnncn2fW3zdxITLolw/rWYsk1MTGBqakpt4aEN48PDw8hkMspHmcvlMD09reLRhvWXX34Z58+fR6FQwObmJiqVChYXF9FqtdQ74o1GA6VSCWfOnEGlUlEb0ckfScyWNpgDV/q6zLK5Bq753DcBu+otpD5drDeEtZr3krhzgO4BpKmTr67Na4510oTMpeeSngFKXTrx8SUJF+vwjfVxxgBsiN46SHajU7ommVgzPaZOpJSKJY6MjGBtbQ21Wg19fX0YHx9HrVZTYdPpNNLpNFqtFlZXVzExMaG2ApVKJYyOjuLs2bNYWVlBuVxGsVjE2tqaAt3h4WGVVr1exwMPPIBcLodmswkhtg7rIF9lpVJRG9Zt7JnzJ9oGbIxlQ/+T+DrN+g0VV7pX65s3nCR1YZgWIglNRroEu7d8AYQQ+4UQPxBCvCGEeF0I8X9u3x8SQnxPCHF8+//g9n0hhPhPQogTQohXhRB3hSjCgQ9XMF8avjghA5irXJupaQPBUP2pUUPCmm/NcABlliEEuGLrmfQ2WX0SabVaaDabWFtbw+bmJjY3N9FqtXDo0CF86EMfwujo6A7TnBZpiB0CwKlTp5RPkxZi6vW6ektncXFRAW0ul8N73/tejI+PI5vNYmNjQ7XB8PAwhoeHlelNdeOrB1eduPxoMcLVta3+dT1CzP1uS0ietnpzPXeloYsNEJOCJBD2CuMmgH8tpXwfgPsA/KEQ4n0A/gTAU1LKwwCe2v4NAL+Ore95HwbwJQB/GaJISIPZACwpONpAOabzmGFj2WNMY9lm926Y8pyvN7ZN9HR8g5XK0mq1lF+RWB1tGC+VShgbG4MQQm08z+Vy6ni0VquFSqWCarWq/JhDQ0Mol8vYv38/BgcHsbKyonyZQ0NDyGQyGBgYUHnRSnc6nVZv4uivP3LlcA1s2z2uTn1mZehkxOXlEzOc+Zoh3YuVbgOvCwxtz7tNroAAoJRSXpJSvrx9vQLgTQATAD4J4G+3g/0tgMe2rz8J4KtyS54HUBVC7A1ROkmDh0pSdmp75rt2pdftMtrSofo0JwSXrrE6hczqLv2IQW5sbGB1dRWbm5vqNCAAGBgYUHsjs9mserWw2Wwin8+jUqmgXq9jYGAAuVxOvaUzMDCwo6z0lk29Xke1WkWr1UK9Xt+x31TKre1FlLfPvPO1o4/xhdYlF9cG0L689N8cOHYivsnaV76Q8RlaR660Q8esLlEvWgohDgK4E8BPAIxLKS9tP7oMYHz7egLAOS3a+e17vrSt7MQnZmewAYIOHEnN89gKD5nxQtlbyOuIISyEqxNfmvp//ZrYrI1VcWH0gQpAHdy7sbGh2CQtvpTLZezbt2+H/zKVSqFWq6FeryOdTivTemJiAiMjI1haWlImdSaTQT6fx3XXXYeFhQXs2bNHra7XajUUCgU0m00UCoUdZnhom+jh9cM8bKaiizmGtIerLWxhfeWxfYu7kw97+YSzDm1jJcTF5JOQ+nJJ8GKOEKIPwN8D+FdSymVjsEkhRFTuQogvYcs0R7Va1e/vCBcCbI48nL9D4nQa3qbDbpgoMWa/65muGx2YGjNAQ4T0JdDLZDKoVCoYGxtDLpfDxsYGNjY2kEqlUKlUcPDgQczMzKhtPgDUR8rK5TKk3HrPu7+/H/V6Ha+99hpGRkbUBvWVlRWMjIygXC4D2DpeTUqJRqOBwcFBVCoVrK2tKfPbrB9XWfW3W3bDSkjS902Q5IDI3H/bqdkdOxZipdM+LqVMDP5BQCmEyGILJP+rlPJ/bN+eEkLslVJe2jatac/GBQD7teiT2/d2iJTyKwC+AgCTk5Pe3uWi9TYmqncSl4Q2YMwCSUhasYOB+3pdksZ3MUMCL7pvfgDKxtC5tPU43H3Khw7grVar2Lt3LzKZDNbX13e81z0yMoKhoSH1jveePXvQ7gxo1gAAIABJREFUaDSwvr6OgYEBSClx9uxZ9UExOqeSXnkcHBxEu91W3/JOp9MqXXrHPJVK7ThSjWN/XD3odcHVkav+ubRs9RYzWXH629qBJOl2IJfo/cM3Fk1fe6z+XHpJzGxOQla9BYC/BvCmlPLPtUffBPDF7esvAnhCu/97YkvuA7Ckmei+vLz3QkyiEN8YhUvKIF3xzA+6uz7N2QkT4UxdczCZz+jbMmY90iLK2toa1tfX0Ww21b7CbDZ7xQbsGH1dA3xzcxMbGxsqz3w+r97Aobqjz9RmMhkUCgWcP38ep0+fVof11mo1nD17Fpubm+qgi2KxqL7FTcBLn8GlPZmbm5tq5ZwGIQGoCyRt4jIhYyTEl6yHDUnPTFtPP6nFxomtD3LhbLq6cMAHtKHlie3DIYzygwC+AOCYEOLo9r0/BfDvAXxdCPEHAM4A+Oz2sycBPArgBIAagH8Zqow5I7sK62KYdD+ETbrSd+kRm3bIJzZD0uT8R7ZBbTO59LRoy83q6ipWVlbQbDbVwRD0il+5XFbbcoQQCkRNvX2MS/+fTqfRbDaVX7LVaqG/v18drUa+Qzqkl0Aul8thaGgIzz77rGKdc3Nzyt9Irz0uLy+j3W6r7UKlUkkxytnZWbRaLQwNDanJgLYnkWluijmh+dqKcxm54uj1lxRozYksFGTNsZKUWfqYbsgk4gPVTt1nISydEy9QSil/DMCW88NMeAngD33phogPDEPTSOKr9IkrDd1E1oHNBpZJ9InpxC6QJhY2MzODpaUlFa5QKGBgYED5KAcGBtTv1dVVrK6u7vjgk9mZbfVOrK3RaGBhYQGrq6vqmDViebVaTZnY9JYMffqB9kcePnwYb7/9tjqVvFarqcMvVlZWMDc3h71796o3c+bm5lAqldSkMD4+jnw+r94Zr9VqimmSOyNksNvC6M9tE25ovzQnIm5SCjHnbUDF3esEJLl8bXGSAp8PdE3s0OswxHVhSk+8meObAWIlqW+DY2ZcB03CVt/NNxxcR1ZtbGyovYYrKyvIZrNotVqo1WpoNBpqG02tVlMbuIkBUtqc39QmxN7W1tYUi6VzJFutlvpmzeLiIubm5tSHv2h7EJnq6XQa/f39mJqaArD1je98Po+5uTkAWyeeN5tNSLm1BenYsWPYt28fhBA4fPgwWq0WlpaWFGOlk4TW19dRKpXU/kpbGWzlNJ8lde9wLIrzt3FkwuyzFC6GzcWySh94d+qOMPPihLNsfOUOxYaeAMpYah0bzjW7hOjGxfOBpc4k302QtAkBSK1WU8BFB0NIKRVzJNCkd6Lz+bxikuRPpHqghR8OPCndRqOB5eVlNBqNHXv4stksGo2G+l52s9nE5cuXkc1mcf3116vDMdbW1nDx4kV14G6pVMKNN96I4eFhTE1NoVKpYHl5WekmhEBfXx/6+vowOTmp9mmePXsW1WpVvZ1Dop9UBISvfIeGc8X3sXLfOLEBlcsfGKpvSD+Otdxs+ccwTVudhLBN3z1degIodXFVks30sEmIieJLx5UXB8Km9CJIAlvbftbX19X+RNqOowMeLXw0m03U63W1IkxvydB3Z/L5PIrFIoQQatFHn8mpbjY2NtQhusQim80m2u22eu+aQCqdTqNQKODNN99UX13c2NjA0tIS3nnnHWxsbGBzcxPDw8M4ffo0stks1tfXMTMzg2KxqACcfKH5fB7NZhO5XA5zc3NYWVnB/v37kclk0NfXp7aokalO5rdNXP0oxOIIASmb68J2L7Z/hwCS/iqnfmJ+6NFoIYsqPn05MIwFQlfavzSM0hSTxQHJTXBzltFnWVelc3FNEyjW/H63xOxo5BNcXl7G0tKSeh2QTG06IJeEFkGIoQkhkM/nUSgUUKvVUCqV0Gw2FUDRK4CtVmvHx6RWV1exsLCAzc1N9PX1odFoKADe2NhApVJR+xmBLT/p8vIyLl3a2jRBiz8UfmlpCX19fajX65ibm8Pi4iI2NzdRrVbVpnI6SOPcuXOo1WoYHR1VgEl+T3rTh9pSLzvn1woRl5/W9jupNWXrx7GLJ2a63TCXQ8cIhQslQVx87robaQM9BJQ+QDQrggNSH+CFgGOIXi6W2uvASW+8rK2tYXl5GcvLy+qNFGDrPEYptzZvk7+QmCa9CSOEUKvVa2tryOVy6OvrU0eX9fX1IZ/P71joqdfrWFhYwNLSkjKjSRdaWaf79XodKysrWFhYQKvVwsrKCjKZDBqNBjKZDPbv34+lpSXFbPv7+9VJQ6Ojo+p0cnpFMZPJYHBwEJlMBuVyWQE7pVuv11UcYtP6hNrpwDXFZyL6rBguL30S91lRPp1dllKSTxmHEJFQn6ZrjLpcFa40Q6RngBKwz2g+fwz3O+RZyGzrY482PXoFMDn9aM/k6uqqWu3VXyccHx/H6OgohBCYmZnB/Py8+ioi7Wck011KqbbvrK6uolwuY2hoSH0Pm/Zgzs7Oqs/L0ne26aNerVYL6XRa+T9XV1dx8eJFzM/Po1AoKJ1pYzrFT6VS6r1t2k7UbDaxvr6OWq2GZrOJVCqFlZUVCCHUCjkxXQpfLBbVW0BksusSMoiT+Ch9i0K2PDuZ+M14XDhXWrrJzVlZoaIzdRPkufq3lcOWpqmfj9n62qyngNImSXwdXPhug5etkyRtkBB/UYzPkxsABDpk9hKYEJuqVqsYHR3F+Pi4AjDy383MzGB1dVUtvJCfkA6RoAWW9fV1LC8vo1qtqsMqaPW61WopMKLtOaQTbSAnACOmR6vdxWIRy8vLmJubw/LyMm699Vasr6/j/Pnz6tg1AsNGo6F8k1SOpaUlAFunne/duxcDAwOYm5vD+vo6+vv7lWtBrysfIzPDhPolbf7G0Ha0PaP+4UsrhmVyfY5LJ9QlEAPq+jMuPRNsOUvA5cYLtRh6Eii7CWg+01x/FuNL8ZkarjAxg4SkG6vn5J8kXx+BlJ4ufX6BzmQsFovKd0l+xWw2i1qthgsXLmBubk6tjBMgEStcWlrCyMiI2m5DLHN1dVVtXqfjzgjEqtWq+sY3nTy+sLCAer2OwcFBFAoFAMD73vc+bGxsqBVwWpTJZDJq4aFQKKgFqGw2i3q9jsXFRVUP+/btw759+5SJrr+BRGmEDCIXs4sxSbvhwrH5PG3jwLUY5AJIutZ9f9wzX1zuvs96CzHRqTxm2W3xf6kYZQgIUThdqLE4cflBXOJLj+sENnOmG76STpikfk8HSvpMK61kEwujsNlsVp2+0263US6XlR7E/ogZtlotLC8vqzRp2w2ZyrSBnV5PzGQyCjD1U3eI4ZKvku5RWhMTE7jhhhuwvLyM1dVVBbaFQkF9SVFKqYAyl8splwEdvUbf15mZmcHg4CBGRkbQ19enFnH0lXuzDjlWknTiDPUnht6P6dtcviGsjrsOASJbmra8uUkjdEKy5dmJNddTQGmKa0ayhfHNYpz4gNkEQJ8J5dPZpwM3GDtllKQnvX1C24Ho5G8Aig2SGUxsLJ1Oq9cBSZdms4nx8XH09/er96NnZmZw4cIFdWq57gMkVkqr4rlcTn1NcWlpSZnhS0tLqNfrmJmZwfT0tPreTSaTwcGDB7Fv3z7Mz89jampKASgBvf79b2LLAJTuuVwOmUwGpVIJ09PTkFJienoaa2tr2LNnD8bGxtDX16fKaQMESlOvVzO83n76f1dfigW9EBanp6U/58aNXl9cfJ9eroklpAy2+nO1Q0h+3Hiy6WyTngJKH6rHzrh6mlxj+Fhrt32aer6uxuPuhYKkazKRUioQo1cG9Th04g4BnM6s9EMxhNg6KKNaraK/v1/dp2/X0ILK7Ozsjq1Hi4uL6n1s2n85ODiIdDqtFmDIJ0mr0QSuR44cwXve8x7Mzs7i8uXLaqWetheRuQ5AHYQBQC0+ra2todVqIZ/Pq3hk3q+vr+PcuXNYX1/H3r171fvhMfUd2leSWBMxYrNsOLAz+6HN1I6xiHTmnATsbWHebekpoAyRTnw3NvCLWYwh4dLype+a0WMlZoDqTEFne/oJ1yYrI/Zpns2o50sbw2nLCG2/kXJrcWZ0dBSzs7PKj0gb2GmxRf+mNq2qr6+vKzOdTOWbb74Z/f39OHv2LGq1GoQQagsR7d3UhfTW3xRqt9tqlT6TyWBkZATFYhGDg4PqcxR04O/KygrW1tbU++Cmr9LGWmz+QS4eV5+hwBJ7z3ft80Wa911938YOQ9LeLemESZL0DFDGzsxcXJ9wPh2bCcIBWgjjdYXtJkPlwDdECCxpiwwBJwGebnpzbWKyEDrsgwCIhBaFms0mZmZmAECtXq+tre3wkZIPkxZTyL+4b98+7N+/H7VaTb3TTd/wpjdwBgcH1So6MWQAO3RZXV1FKpVSbyLRWz/9/f0oFosYGhpCpVLB0tISZmZmFCOen5/HyMgIRkZGWIbpagMXAIb6JkPAmRMbS+MOa3GJz0pLIiFA6nJB6WUz2au+sBSig56GT3oGKEk6NXl98W2dOwYQbWF8vpBuAqU+s8dMFEKIHSyQGBctZJDp3Wq1gtwZNjau5yOlVL5EAmPKZ2NjQy0UDQwMKJZJW5QWFhbUpvhSqYS5uTksLCygv79fHcBL7FhfjKE/en8dgDrwgxat6HMSKysrGBoaQl9fn/q0BIH51NQUhoeHMTk5qT5ORnnYgMzV/i5Wyd3T/7sWMnQJddNwfm8uX9LLxaS58WPT01VvPneYrkusheayKn1jqGeA0ldJXHggjE1yPpsYdmj+dqXXDZrvkyTpkV7ZbBb9/f0YGhpCvV7fcSAEPQew44BfPT6Xvz4AzAFN1/S5B9rnSKyRGGEmk1Emcj6fVws6jUZDxSXmOzAwoBZtCHRpgYpW6TOZjNrjSQyZ3iOnxaR8Pg9ga3/owsKC+pQEDSj66NnFixdRr9cxOjqKkZER9Pf3KzeFEGLHcXM+dmgyIHPg+hiXDWRiF/r0j6rpuw5M8QGkHi8EyEPYnj6WbOyYs3J8k5WrPD7pGaAE+NnJFRbgCx4z09ieh6QRArqduBRCJJRBA1uDIpfLoVwuY2RkBM1mE1NTUzv8lBSezPOkedHvbDaLgYEBDA0Nqa1BtMpOHxSj04TK5TJGR0exuLiIxcVFteBSLpfVHkgCSwJdes2SwEpnsPSKJS1cETiXSiUMDg5iaGhIbZeivaBLS0toNBrI5/Mol8sQYuu9dtpIPzMzg8nJSfXNHfKHkp+VAJT+qH/qx7b5/Hm2PkPgvRufbDDFdLFw+nUjbe5Z0rFic3eF6PtLwyh1CZkZuLChadlYDxc31ozutoltpq3/N/O0+cr0ewQwfX19GBgYUIdikL+RBiOBJzeobfkAvxi8xPjq9Tqy2Sz27NmjPvewvr6OpaUlxfZSqRT279+PkZERrKysKH8kfR2RPk+xtramNoaTD5T0BrbaV98aRG8OSSnV1qBKpaI+JlYsFiGlRH9/v3oXnPyhdJAx5UcLQwsLC1hfX0elUsHo6Cja7Tamp6fVYR2lUkl9G5xYq64z+WL1D5KR2MBT76tJtonpp/6YoqfF5a+DpcmEQyVkrNnMd5IQt5apm0l0OHJlY6ym9CRQhooLUF1+n1ggCwGgGN1i8uWuTR18rgVTFxrI9MoffQaBBhIBGIGl7WxJAlIyf8nfR0ei6Qf00olA9OVEYnljY2O4+eabIaXE/Pw8VlZWAGy9DpnNZpWPksxpKgt9woLAkf707+wQsNCbOcViEeVyWYGmlFuHfwwMDKBSqSCfz2NgYABjY2NK/6WlJfWJDGKz+ucnRkZGMDg4iOXlZVy4cEGdskRslxaoiE0PDAxgcHBwx9ceqV1sfSZ0MLvEB5KUj/5f14Priz6duH7PTRB6ujYQNs1xUxc9jO3UfZcp75OeA0rq3CESA0AcsLkA1HQYhzJFrnGSiGtm9/mEuLQ4E5wGtM4k6ZrzfxEYESukPzqAgkxdetuGGJ3OLGnhJZVK4frrr8cNN9ygTlinhRdiuHQMnAnY9LaPaWZLKRXLJBCnsmYyGXWYBz3PZDLo7+9XJxcRyOoTCbkoGo0GVlZWcPLkSczOziKbzaJUKmF+fh7tdhuDg4M4fPgw5ubmcPHiRSwsLKgvSAK/YPL9/f0YHR3FxMSEOg6OyuFiVHo766wyqRnuOvWeu3aJzeS1heWA1hw3LmvO5xYLHRch+pL0DFAmYXkx8bgZ2+XbNBsxBixNHWP0jHElmGFjfEnpdFqZgvQdbR0g9YmC9hYScK2trUFKqV5BJKZFfj7gF6BK4EeTRqlUQrVaxcTEBAYGBjA9PY2VlRV1GtD6+jry+bzKh0BSf0MnnU7v2DCvm/BkauvgSqwSgIqfTqdRKpXUkXD0jjjVGzFv8rPSQk+1WsWpU6dw4cIFxY6llLh8+TJKpRIGBgYwMjKC06dP49y5cwB+AWb0rSFaUd+zZ4/aemSCZcjEDuwOQNJvE5C4ydqUmPFhmstm2TmG6SIftvoyy8T99o07L1AKIfYD+CqAcQASwFeklP+vEOLfAvhfAcxsB/1TKeWT23H+DYA/ANAC8H9IKf/Bl0+suOi7Gc7mm+DSi5lFzc7sMtF9YX0gzJkcvlnb1bEJAPT3owlYCEharRampqYwPT2N+fl5tcCibyUCoJgoHbVWLBaVf/H666/HyMgIUqmUOt18//79GB8fx5kzZxR40Ap2Pp/H8vIyarXaDuuCykAfA9OFmGsul7viPEky9YQQ6iR2OuyD/JTmqUFmHRKIpVIpVCoV3HbbbdizZw/eeustXLx4UfklNzc3MT8/j6GhIVx33XUYGxvD2bNnMTMzo9IlgK/VaqjVasqXCYAFS1OonWLEF14fEzby4BpXIWIjKSYzDHGhmbpx+nCga153FSgBbAL411LKl4UQ/QB+KoT43vaz/yil/H/0wEKI9wH4HIBbAOwD8E9CiBullDuXUBnx+fxsfjdfXJcz10zPNyO6ANZmyts6m20W9+VrNq6tc7nKopuYhUJBndmYyWQwMDCAer2OEydOYHFxUS1g0F5IAkpidGRq9/X14cCBA6hWq+q6r68PQgh1+ji9d33y5Mkdn1ygd7BXVlZUuub71LQPU39ziK7JD6nHo7C0wZxMbHrPvFQq7TCPzTrT20/3e9Hi1ODgIN544w2888476s0jAOrzGmNjY7j99tsxPT0NAGrfZ6vVwunTp7GwsLBjnyfX5rGAFCshxCLEyglhv1xaHImwjXMbBrjcFCHjPKR+Qz5XewnApe3rFSHEmwAmHFE+CeBrUsoNAO8IIU4AuBfAc15ttoWrZN13ZqsYYg4cqISKbQbjZkSbyWBL19WgLn1izPaQGZnu6WBJLOu6666DlBIzMzOo1WoK4NbX1xUgUj3ncjm0221UKhXccccdGB8fR6lUUv4+/ZXIUqmkvhM+MzOjvrC4tLSktuzon47Q9afj2wgoySTWt/YQmzTj6ZMBMcdSqaQWdVwndnPPqA5pq9Ett9yCkZERnDx5EpcuXVLf/yF2mU6nMTo6iuHh4R0nr8/Pz2NhYWFHe7iYn88XaZucddG3f+mHNfvGi80qMuvEpg+nGxffBcwu5meznjg8CNGdkygfpRDiIIA7AfwEwAcB/JEQ4vcAvIQt1rmALRB9Xot2Hm5gvUJCZjkzrM084K5jxdUJQxigK71QAHV1OA4Mff4ZIcSObSvpdBpjY2NYWFjAzMyMWumlzz8AWwyS9kMWi0XceuutALY2qY+NjSkAMzs+gerQ0JD6/C0AnD9/HpVKBRsbGxgYGNjxCiKZ0AR2wM5X8OgZmf16niYDpYUrAMqPaJrcpvhcO7o5v3//fgwPD+O5555TC1sE4mfPnlWb/AcHB3eUgyYUWx66hJzoY3PPkDtF39dJ+utuFBtghrI4V33pYmOfrjjmc9tEpqdnmtf0jKyRGBISDJRCiD4Afw/gX0kpl4UQfwng32HLb/nvAPwHAP9LRHpfAvAlAOoEbZfiHFA40nb+DokTEz8ULH2/bbOfLX3OL8OZazZQpw3StCK7traGCxcuqFcIqV3oGzOXLl3Cvffeq+KVy+UdPkQdJE32n8vlUKlU8LOf/QwXLlyAlBJDQ0Po7+9XCy6Ujv55CL3uzffPpZRqEYcAwSyzDhB0uhG9Kknp2yYXF3sy+2qxWMQDDzyAN954Q20TmpqaQi6XQ7VaxRtvvIF6vY79+/erMpivkupips+dXK5PlK7xodevziKFEMoV4GOS3DPKy0UcTH1dpm8MmTFBn+K70uCIhY3BmhIElEKILLZA8r9KKf/HdgZT2vO/AvCt7Z8XAOzXok9u3zOV/gqArwDA5OSk1O47maCvIkJZJMfKYtmFTQeKEwJWPnDj4nDx9TL4ZnFdR3rlr1QqqYN3JyYm1IILvZ3SaDRw6NAh5XMkYDKBw7ZPjgbrhQtbXcHcY0i6UBrELonNEvMhkNbD6OXiGBXtYRwZGVFHvJns11Vfruc6g83n8zh8+DAmJychhMDbb7+NpaUldRDIG2+8oTa96wCvt4lZHu63r59zfdkHCGY/cpm6XF4uc9pXJp91xqVrS8snxCQpLde+Tl1CVr0FgL8G8KaU8s+1+3vllv8SAD4F4LXt628C+G9CiD/H1mLOYQAveDXRxAQMbtYyG8I1I5rhXLOkaZroeoTqbkvfFd68pjzNe6Ed2FdenVGQ+b2+vr5j8BLbJHAi0Q+E0M07rr7161wupz790NfXh1qtpg4FJh8k5Unbi3QmReno93S2RN/uIVClcvX19WFsbAxDQ0M79kxybWqbrDjh6rZcLqvJZXh4WIHOyZMn8eqrr2J5eRnlclltluf2UJq6mO0fCyxkanLpm2noQGKmY2OPOthw7c6ZwNyE5rKcTH05gsCFs12b5fK1dQij/CCALwA4JoQ4un3vTwF8XghxB7ZM79MA/rdtZV4XQnwdwBvYWjH/Qxmw4q1XgG12M8P7ZlX9mY9uc43lY4d6PFNnTiczPtdZTB1tYV3pmve4QaLrS2BJexnJ9KXN2cDOtx1sjMWmg/6Mzp0cHBxU+zBJyB+pbw4nH6T+LRzyN5J5Tr/JNJfyFyvplUpFgaT+GV2bnjZQsomNSdE11dv111+Pt99+G5cvX1YuDZeP1JVHCJOyDX4bMJqvrOph9bRcb73ovykMB5KmPjrIuuozpGw+sOSkK4xSSvljAFxKTzrifBnAl72574yj/puzA+BezDAr2taRYpie+Q6smQfHVH0AyT2zmSjmvRAWYRvYtk6lv4kipVSrx7T6zE02ISzbZh7p7HNgYACLi4vqzRY9LumlA4nONgGob/voTJfySqVSyOfz6O/vV5/e1UFS92VyE12ouCZHs24KhQJGRkZw8eJFrKysQEq5YyWfS9OVvm3i1BkSTUxUZvNEKHMCNeuBmzRc7Dd2UjHv2/LW9aPwJijq1oZeDtsk4msvU3rmzRwfINoqBgg7oZkbCLbfHEBw4Gimq5uk+nPu2lZ2W9pmGiEztC0NM99MJqNO/yZTmNica8bnBofvNzHKvr4+DA8Pq1PF9W/3EMMBfrEXUv/T3/jRjzqjuLTQtGfPHoyOjqoDes3T2rnrkMnOVo/mPTONffv24Z133sHS0tKOxSobE9LTCgFMG4Dp9Qlc+W1uc+zZJjrbvRDm6hId5GzpuPqwb2xS+XWG79PflJ4BSsDOKl3s0ozPDWZTuJmaS9fXAWxAxg022wxp6mErow0gXSzPdk1skjpPOp3G8vKyOiWHgIeA0sdizfLYmId+9FihUMDw8DAWFxdx4cIFdbQZpUPba0hX/RVFeouH8tFPO0qn0+jr68PExIR6TZL7XIRNuHYKfZ+as2zoXqvVwtDQEFKplHoTSd/3ydWnq605y0uve5M12pior319k3vIM1c+rrHs+m2W02SVZhyOhHDp2KRngJIGrQ3AOHGBBAeaFCZkRrQxI67CQ8w2n65mGFtHsc2cnJ6cvnp6BEL0qVn98FyOidjKZSujKUIIBYZ0IMX4+DiWl5fVEWpCCGVi035EAEpPSl//eJguBJJ79uzBwMCAWrzh2ConHCiGbPLm+os5kOmkorW1NbXyboKlCYSufmVu9THToGd6vel62xZuQgHNxW7N31wf5/LgwtvS5Maera30sCH5mBJ2TM8ui64sx2RM84D+08Di/sz0dQDQxWXymGFMfc24ps5mftxsDmBHOWz1Y/6Zb1aEsAOuXKlUCrVaTR1rZgKlbq5w4OsCYVPIHwpsmeD0zRvarE5MkfyRBCJUTlrQIdarm+vAFkju27cPExMTGBoaUm8J6ToREOv+Qf1P1zX0FCu93Hpeeh1Q2ffs2YNarbbjIA4XA3JNiLb+T2mZE56+SGf6obk0OB24fs2NLW7smkTArCPut69+Q8JzZbDhi016ilHahJuFbDOTrwL0AWMzWzixga8NRG26ckzZN6vrDW6bAc3ymOH1/HQTRQiB+fl5FYYmKfN1QvNwCrOe9XTNa13IR9lsNlGpVNDX14fR0VGsra1henpagSB9glafEMy3SPR8C4UCRkdHMTk5iWq1usPcNoFeb2uX1RFqanO/uX4nhMD4+DjeeOONK1byubrUWRBX3xx5sPVHPQ3XhMe1pa3cvn5r/jbzJ7GNI9vYNfV0lZsTc3z8UgElcKWfwbbHjKPRts7uGxRm/uZ1CEDr6fry4NIwOy7HMGz6cTq6QNPUr9lsYm5uTq18U/76oby+soToRGlns9kdJ3zn83lUKhUMDQ2p04nolbt8Po92u60WbmiDOfn3iB3mcjkMDg6qMx7L5bIy8c0Vbk7MvqTXX+xJPXrZufarVqsoFAqo1+tXnIJkArmtj3Ns3mxX89qM47IIuD7sYn56HFN3Tg8uLZO8cLpwIElx9Td1fGLqERKnZ4CS65D6PfN1NlvhzFnH1qlMcc2SnJimDzdj2/IKSVsvj2u2dLEDuuYYM/2nU7xp3yIxKTLVbLO6jTE1lavAAAAgAElEQVRRp9VFP2iWAIzAj0zwarWKoaEhnD9/Xk2SBKy0sKPvkwR+cbZkpVLB5OQkRkZG0NfXpzaUU576O+JmHZqMRG9P/VBd4Ep/qFk2n0i5tSI/NDSElZUV5PP5KyY1PX+zzs22tLWLjemZ/UYnIhwoc+GpPv//9s49RrLtOuvf7upHVXVVP6bnzsP34bmWnUSJBQ5EIRGWQJYiOREi/GGUBAQBWbJAQQriGQspAQR/REKEIKKApUAShDDBEMWyiKIQW4oi4RiSGNvEMvFFTuw7d25Pz/Sruqu7q6sOf1T9dn+1Zp/qufbNnb7j2lKruk6dsx9rr/2tb621zzl1DzCJn6W+lEDUr/Pz/HPWuaX2vR4fn+8FLcm7VK4EULI4IzOb5UZcNkCfiDpLxecsJuTt+qKqq8/P977WnVu6Jp7r43Wm49bUz5/Vl1g3ty02m80pxef93r4gLgPskmHyGCIPqPB32aSU8n3gt27d0snJie7duzfVBuOL25VWVlZ0/fp1vfDCC7p9+7a63W7eK0nxDdX0IRpgxhE3U0c5lvZgUgcb4+OeUM5zcNja2tIrr7yiqqqm2o/XcS2/x2090bjXAZTX5/sMY9/iuHzc/mASB1nvW12/o06WSEnsj/8e12qsz9lk7EeJQdfp86xyJYBSKscO4+bROOjLrEAdkNYxiFKfYnuXgVCJWca+zwLPUj9ijI1jceHEc/xYCdRGo5F2dnYyWPFQ3pTS1Kte6+6HLY0hLtIIQvEuGlhjt9vNdSwuLurevXvZDfcMN48x29jYyK9U4B5unhQu1b9uNyYwkAPyLMULSws+tlMCUJ9nzhsMBmq325Kkvb093bx5s5YlUkeUYalvpb7GeSll8n3OIqD7vJfY9Kz1VfqOnOp0JAJY1HdJU7sX/JP/S6Ac10Tsd13238uVAcpZNJsyiz2WwM8nOrKykjDrgNGVrATYLmhXgjqL6P0useM6i1gHTPFc/16X6U9p/KALnpnYbDbzpvOqqqZeqeByiEBRV7ef48eXl5dzv5xt+r3e3MWyt7eXryUzD0jyWoZOp6NWq5WfN+lyLTGeEuvx+Y6AENkn4yoxlNKOgdJcDQYDtVqtPD7/vXSdy891xf9KLNr1cBbTjQDq51/GRks6Ho1NCaBLYBlJUWyLXQrREMX+RkPoMvVN/l7HZbH4KwOUkh5RhDoLy7l+Xayn7ngE1PhbXf24SLGPfu3j7DmMzDF+r2OjUWm4NipOifU62HmdvV5Ph4eHarVa6nQ62tvby9tzAEvPOrMYS48zi4Bd2l4De0QxSdYgS/ZPtlotXbt2Lb92FpfbXxexurqawXHWXsQo/zrD4nHMy/ZNOuOKdV4WsxwOhxoMBup0Onrw4IFOTk7UarUeaScCYwRH+h/B38lBZGQlwCwZ6qgrUa98exF1e39Kso3nlQys99X1uqTPfl3se2TGnBe3U8V5nFWuFFBSSiAZGUiJ2cXiNH8WSFJf6f86QC6BUp0ylsZWUspSf0oAWWKlfjy6N1Fh+H5wcKCzs7P8ZHKPQ7EY3EWODKaOMXm/Izj7e619Pn1eYJX+/En6JI2TOACkx6fqFL9kPPiMTOyyUpJpvLbOeNDPfr+vRqOhfr+v3d3dnOCKsizpaglg4vy7AY2g5zrq62LWeN14xj6U1peThjpdpY9Rpn7crysRk9h+nJPSGNC7qC9vKkZ5WZkFKnVMjf9nKUNJ2byO0j3cJdCYpXgRqOJxby/WUzf5kWFQYsiBMbgsBoOBdnd380N6ATEe2MCtgt5WVM7Yb/4vJUVYPIBbv9+vnRPAEuB2hY7jjONyF6zkjtX1v7TY4/j4jHHOGJaJwBbZlceCHz58mOXv+lYyRLH/sb049jhvpURHNCxRNpfNdWkeuK7EuOO1s37zUmKt0VCV5tT1xm975Vx/QtWsciWAMqX0yPafuvMiKyxZ2Pi9BJ5eIvuKC6Nk0eusvAOnK8rjMIHYl9LjwCJY1S36eH4EgcFgoPv37+dXFJydnWlzczOzTKywPxOyBPYlFyluVC/J6uTkJN/L7WyrJKsI9t5GNAolgIiMw+Xut/e5bsF2Hbz8d2cgpcXu98z7fHFbZlWNH/TrcVh0J86df79MRnVJmnheiQTArGIM1mXocioBoYOT/4+R9Kclxes9XBN1yeVYZ8RKwOl99QeR0CeShaU59HIlgFLSI3Emiu+pi7eYPW65zLXwT/5H8B5ALp0b6yq5HdFauxKXQMQVN44zZrpLC2YWu+Wa4+NjHR4e6s6dO+p0Ojo7O9P169c1GAx07969HA9015vrPajvMcZoxHwxORAsLCzk17Z6TC8u9ssKQFca3yww8f8j26Pf1BsZW+xvZJeR2XoZjcb7QQeDgRYWFtTpdPLTk1qtVnGuHACi4Y0GMbKtEgEo3WHlddS9HsNB3OcxxitLhpp2/f84Pmd+/vpkzvHbVd1VrtvSldL4ZoZms6nhcKijo6P8rib67G29aYCS4otOenRLRFTaOrYXmUrJdYmldL2fW8cC/bsDh48pujelcZfKrGsuq68ElPTxwYMH+QG67XZbjUZD165dy9fu7u5O3Q88S4ZR3g4UpTloNBo6Pj7W6enpI5nq0niiPOvmr84w8FuplNhnBIXolbgOlh5u7KzTzwdkz87O1G631Ww2tbOzkxNq3lZpS9YsHeJ8jzOXtkhxXgS2EquOx9zYsUNhOBzq9PR0Sg4Oenz3p8rXzZ+vZ58HB0lu+zw7O3vkmRDRu/GtRHyPzNTJ0KxyZYAysie3GPE3V1SfQC91LowvjGj142LnWGn7RCwlMI2/eRtevK1YR1T06HZEg1DawhH/51WqJEVwSVZXV6dYjy+2qOCXtRXH5p9LS0v59beReTpAlPYN+tz7AnFXuY4duIxieMDPifoS9STOAcUTVA5SnsVFtlVVaXV1VcPhUA8ePNCNGzceWeiRFdaBPb+VwgN1RqBuPqM8GEtsK6VUZJK0x6uKq6qaAjRvz9m5z6vPS0yQ0ib44HoQd2hwYwPXeYwyGozLvJgrAZQ+UC8gfXTLHRz8e2RxfLqg44T5OVHR/Jx4vV8bz48A7n8ROEpyKDGjUp9YHG4xY91x4eGGAJSDwUD7+/tTzM43eSO7OI6S4kuPLrI4ltFolJnI2dnZ1IKKizXKzesigxnB+XETEz4PnjyJTChug4lbiBzUXcbeL+oYDAaZCZ2dnanZbGp5eVkPHz7UYDCYCvNEIKiqi6e5A0S+8H38MVQVQdGNketQXbY5khH+J37txwE/Z9s+nvhEetr0Z48ir9Je3egqu/FnfhwceRUz7dNODKNcVq4EUEqPbmZ1y+yT7guntAjq2EHdZ1zo/BaVLH6WGGxkm774Yx3epu9PjAu5jll6X/ndrWSUmQP9wcGBdnd3817Fvb297N4MBoPsFi8vL+e7c5AlscsI+r4gvH0+UdZGo5EfBuFuEIsrgrIDUBxzlHGUg+tPZB5RR0qg7/0qsVzqjPMWwcXb5ensgCJvvzw+Ps5yOTs709nZWd55wPXNZlPdbje/vAxQqdOZKAcHLsbhwONr0OvGbR4MBlMvbotrzRNYsGvG7N9dZsg3xqs9AUQ/onEEFEvxZORweno6tZbdAFOvg3dduRJAGZUaYUsqxg/8d1fIuHCjJfS2nB1EcKurM7Ibr68EZCVAZYJ88pwFxL2FMUZYYkmzjEB0MyXlzPbq6mpWRN5geHp6mt/GyCtlR6NRfl1D7E9k1K7gLjfAFkZZVeP9hGtra48YFAe+ksGILjl1R1mX5rY0H9RZl7Sr8zIk1QJ5fGc3/YTtDAYD9Xo9tVot9Xo93bt3L7NEQI3kgzS+5XNxcVFbW1v54R8lwxkZLTL3BAaGq8R6Y9yfcfAbc8POCLwPjnHe0tKSqqrKDNoNIeN0dk4bDrZxLuKDOCI58jHSPgBMH10HmYvXJeudUmpK+nVJK5PzP1JV1Y+llF6U9GFJW5J+S9JfqqrqLKW0IunnJf1xSQ8kfV9VVV96jHby4Pl0N6QEan4dQV5pWnkjo3OAjNsUqM/P8TajMrnlZRIicMUYSAnsnJHEhT2rMLYS264LFXDbIllXgNAfmMxmbr932tmEjyNacZeJA72zy5SSTk5O8lsfY189HgWAc52zW198Li/vTywRCJgbFlQcR5yD+LRwX3wsSORGvcR7h8Ohms2mNjc3dXh4qHv37ml1dVUnJyfa2dnJY+l0Omo2m3lzfkpJR0dHmWniwuMFeJaYPsUYf93cOdP0l7lxzmAwyEbS58rr93cYeZsAEYbD1yiP26uqSicnJ/l6X6cxQcRv/q53X08O5Oiwu9pnZ2daWlrSyspKjpOfnp7m47PK4zDKU0nvqaqql1JakvQbKaVflvS3JP1EVVUfTin9a0nvl/TTk8/dqqrenlL6fkk/Lun7LmvEgcLZU6Tsbn08tsSEeHF32AVZco18kUU3xEt0Kx0YvS5niIPBIF/jpcQ8o1WPIODy8j7H2I2P2/vOtiCe48gCwOLyHEgA0596HmWCfP1YfCq5z5nLfTQa6fDwUKenp9nysx3Jx15q19sG3J2huzw4N8rQDV1swxdrZM2x+Jw7i/Ywgsfyms2mrl27ljfUs6APDw9169at/HxOFi7XtdvtzNQAGGd5MVnhfaNfZ2dnU2NykPRcgD8JCbD0PYjMM7FWz0j72mV9woz5Le6mIJbINb7G3JAzVn8nunsvnOeZfx4UzTUk0zxWTJ9mlcd5XW0lqTf5ujT5qyS9R9JfmBz/OUn/UGOg/N7J/5L0EUn/KqWUqhn0yCe99NxJBu/K69Y+LgSfLL47M42WKi4EZ4eUkhUuBb+9DvpGm14PkxhdPvoZF62z4sg6nUG6PEsiPz4+1sHBQX4LIllvruF1tdJ02MNlwtgj866bW+pydjgajXRwcKBer5fr9HfkcK27qz52H3M0lCSIvG/OhniOZayL/Y0ppaxvzmLcQJf23+GOev9ZmHxnG1a3283G6O7duxoMBnmr1sLCQn5WJXoSs+kwQI8len9drx0c45YZn/94N5bHSGGEfi3HY9yZ+ayqKhsDxoJBBqSQlwNxJAG46p7scv1bWFh4RPaRXUdDDnB6DHRWeawYZUqpobF7/XZJPyXpJUl7VVWdT075iqRnJ/8/K+nLE4Gep5T2NXbPdy5pIwvA43Se/XPlLgWhOc9ZFXXz3S1vCSwjk4ul5MbEccTF7mzHi8dc3FJ6djO67rHABlkwsBdcomhxSRxsbW2p0WhMPVQijssBKDJ472tk5s6oke3JycnUAltcXNTJyYmOjo5y27hJvtg8McAYmG8HdL/lEQbjQfrIhPndDZIbQBa+u9T0gQWLvP2ec1w8Fjb9ZRzxvT/Ly8tqtVrZaNy4cWNKr/l0XaLPALAbZYBueXk5gxKAnFKaYpXuYfn4AQ/+b7fbmfEdHx9PAa57Jcwl8+tskbG73DmPPrt+8QdJAtCZy7Ozs6m9pyklnZ6e5qfHc4tsJEB4MNSD7njooFQeCyirqhpKeldKaUPSL0r6pse5blZJKX1A0gckaX19fWpAvmBRSI+JUPx2JBcYE+TxuwiMCCtOUmSYvgCiS+wKQ72Rwkd3yOOjsb8RrCPg+7hph3GurKxMAV4EYca6t7en8/Nzra6uPhKDi2PmmAOgxxx93FVVZatOP5zp+xjoO3FKxujshWQG/XDWFI2CpAyUPt/eprN2QG8wGEzFzWgn9h+j7B4JfY4P5iA+BijgmmJckDexspRSBsq9vT0dHx+r3W5rZWVFw+FQx8fHU8YZ43Z+fq7l5eUpmQNOMEEWf7PZnDJWgLmHWQDQCJI8CPno6Ci7/UdHRxmkB4NBfvVGt9vV+fn5FBitrKxkQFtdXVW/31e/39dwONTS0lJOAHEtt7a2Wi2dnp7mh0rTNx4oMhqN1Ov11G638zUYD+LNy8vL6nQ6mRyQEONGh5SS2u32lM7WldeU9a6qai+l9AlJ3ylpI6W0OGGVz0l6eXLay5Kel/SVlNKipHWNkzqxrg9J+pAkveUtb6lQTAcBFAPqPbnukdsKI1V3V4l6Pb7hdSHU6K56CAChEpiXyrHDEuvzhUt7WGF3Z05PT3V6ejrlKjnwOvA7gAJaKArj8MXAcZ5WI2kq4x3BPbo21AmwOPv1sfHn9XmsjnMl5Ue7nZ2dZbYCEPpCZez8JmkKcAArgJK+np+fq91uq91u5wUYy6xXRri77x6LAyt98L7A4rxvS0tLOjk5ycejG8sj7nq9nnq9ntbX1zM4sbh52C/zGo0+m6s9u3tycjLlhS0tLWXD5OCNLsasMgbFM/HLy8sZ8JgjgJPH5rln0Gq18nNEV1ZWdHx8nBNEGJWVlZUMcOy06HQ62tjY0CuvvDLVV7AAYoExJeHk8zMajabeB8Xj7Dxk4H2dVR4n6/2MpMEEJFuSvkvjBM0nJL1P48z3D0r6pcklH518/x+T3z9eXRIAAByki0ByZHgOXE7R40J3loaSe5yCtmIwOTI5lKBu4cdMY6k4M/M6IlBHAMfdiDE2LGkp80p8zVmXu16wk8PDQ7Xb7amMN4zCZewbwd21Q8no8+npae5DNHAxjMGmagcN6uW7Z7pXV1ezu4dicx7JDhYxi87H4n3zBAB10S7teaIE2eHO4p75govJjOFwmBM1ZFRxG2H9Hk+j35ubm3rppZd0eHioz33uc1pZWcnzg6uLsWi1WlpZWdH+/n4GTAdd1oZ7GTBMHw+szYEQ0pBSyns1AaHz83MtLS1lYGGt4RIDzltbWzo8PNSDBw+mZL+4uKhXX30163m3281sudfrTbHzVqulwWCgfr8v6eL9StygELfQwayPjo7yI+sIM0ljRs1xXhXMPmHkh2GsK4/DKG9L+rk0jlMuSPqFqqo+llL6XUkfTin9E0m/I+lnJuf/jKR/n1L6oqSHkr7/sgZSGj/ii8UnXQADgvUgLuC4tLSUB+v79Pjd3biSW42QqNf3Xrki85eFVrNB1RkGfXE3zlkoC5rfnE1RnHk4i8LtpB6PnWHZWfSedOLBvJubm1k5GKczMukC1NwQIQffNweTJabnbr7H/Lzehw8fan9/X2tra3n8zWYzAwwLGoPRbDazTEajUdYV6mb8MHJ/URp64iDgMvNAPvW1Wi212+0MoGdnZzo+Pp5i/8gP8O10OtlVHI1Gmc0RF3OdgUGNRqPc1jd+4zfq5OREn//85/XJT35S3W43xxkBJN5rdHBwkPWUB/8uLi7qG77hG9RoNPIT3+k3Y8aNRa4AKPMMePI/+gSTRLb9fj/HAk9OTjKT7PV6eYzdbneKEIxGowyMrLPl5WWdn5/nuhYWFrSxsZENBDKUlBk1OsB6cf29du1aXle9Xi8/03RlZSUbH55xAJEAjL3+UnmcrPdnJH1r4fj/k/TtheMnkv78ZfWGa3LsweMMHgP0WB9C4jysjG8xoTj7ctdKejSjJikL0V0W4iyScqDYwUnSFEsoBcdhFoyXvqK09NW3hTjgo+gvv/yy9vf3dXR0NJU1bzabWltby4kEZIIMz87O9PLLL+dYkd9Z4cCOXGCozqpPTk6m3pXNAnOD4+zNXaSqGicU2Le2tramO3fuTD0cww0Ht/fxHWO4tLSk1dVVnZ2d5XlwpoPBk5TBjnpY/Dyph32JHKNvxAhhHSzEfr+fXUXmY3FxUdevX58yKCklra+vZ9B0I95oNLS3t5fd6ePjYy0tLem5557T8vKy7ty5o5deemlq3yTXYwg2Nzd1//79HN+8e/duXvA3b97UrVu38tro9/vZlSeWt7q6mvXZQyOAMa/SZezu8nIH0cLCQu4/cgBYPcudUtLe3p5Go5GuXbuWwXJ5eTn3GfZ7dHSkL3/5y1pbW9NwOFS/389t470Q10Xe6+vreV1DDtBFf4p8SiknzFZWVrS8vJzjlujYrHIl7syhMGCPJ3KMRY8Fd3bo7MVZm2d1Y5yMSWXxURfshfo8Jse13NonKV/vWTkWn5/nr0CgOKAzJgcWDwWMRiNtb2/r93//9zUcDvP7Yg4PD7Pib29vq9frTcWdqBt3amNjQ7dv355ibG58GLu/e5vS7XbV6/WmMpGMG3cJpURxYTCDwUBHR0f6gz/4AzUaDb3wwgtqtVqZ1bpc2GyN3DxU4p4CbMyZEQuca09OTrS3t6etra0pQwTora2tKaWkTqejhw8f5sTB/v6+FhbGD1Y4ODjIG8UZ33A4VKfT0cnJiQ4ODjKYInPcwNPT08zKBoNBTqx4RpxnUhLuePbZZzP7xwWtqiqHTHgiPSz8hRde0N27d/Occ8cPGWu8jBs3bujw8DDrZ0lfYXEAIMkltjMRbsDdJZmCrHHrYXYwOV9P3qeFhfFWKMIIACjgubi4mPWcttvttlIab8Lf3d3Vs88+q4cPH2Y5rqysZIbY6XTU6/V0dHSUsQUvpRReqitXBijdjWQSPFDvLMfB1JmNh0L5v9Vq5QwvroInQVxhUHaAxZNIdRuiebAE31ESjvttUrAYxgUjZPF6Jtb33rHgRqORnnnmGXW7XTWbTTUaDW1ubk7dQQOrbLVaGWRoC4UgUYBLyJj9UVgppVyXx6XcPUeZT05O8j21KY2fA3h+fq5Op6OFhQUdHx/r7t27WZHf9ra3aXNzM7t0xO0c2DkGuMAqfA5JAtEXFsHi4qK63W4Go83NzVzn2tpavredV+d2u93s3rqBZqxszqew15TxHhwcaHV1Nc8ZcoNpra+vZ/cfEMLNxSAALMQhNzY2MjmA2a2treUFf/v27SzjwWCgO3fuZIPBWsATApA9HjccDvPzGo+OjnJCaHFxMYcZcN+73a4WFhbU7Xaz4SGTvby8nN1cXvTW6/Wm3r90cnKidrutjY0Nvfrqq1OyJ9FDW347KhvDJeXfJeVwD4a63+9rY2NDe3t7+an9AD7sn4QT4+c5oMhldXV1Jj5dGaD0OBZWBpeUBeQWwONQLAh3H90VwCK7u+t3G3jShUmQlDNwnhWUlBfp0dGRDg4OshsDOOFeeEKl3+/n99KwYDwGBhOCIQNAbjxefPHFnNyA0cF6Go3G1PYMgJSxIhfa2N/fz1sjHJxhksgdUOcWO+KKHvsCYNzd29/fV0op72d75ZVXtL6+rhs3bqjb7WbwJdSBC+XuPb8hd1zCs7MzdTqdLCtAmu0g3BLXbDa1sbGR5wAD+eyzz2pnZyfHxPb399Xr9fJ4er1e7kO8jRMWhBsMe1lbW8u3Jt6/f3/KC+n3+9m1J26GbjFn6B0LlnGyDpANwNfpdDKoADrr6+s6Pz/PoQWIxf3799Vut7M7C9vCIBBzhIHSH975zi2vgDo6wBamTqeTwRz27wyeuPL29raGw2EOG7FOe71eNkb+YBD3HjE6GxsbevjwYWaWhFPYvkTYAf2ifeYad9tj3dFzKpUrBZS8S0TSI9sBACcKQXJJeXGxWJxxxoSGs0nOZ4HwPw8ilS720LGQ6BMM2Dcms/VCmn7+HbEk6QKIYRoshsPDwywHWODzzz+f9z0SGwNEeZYhzIAxEP9DJigBLubx8XEGAvpy8+bNbF3p49LSkl599dWsZM1mM8ekmIuFhYWp7RWNRkOf/vSnM+uDHe3t7en27du6fft23i5C/xkv/XWWKF0kznDbcNNYmCQ4iDuxqGCkhASItcEkWEwsZu73BYxarVaO6Q2Hwxw3Y05xbVutlvb39zNLxP2ETQNCVVVlVgT7PD8/187Ojvb29rIeuUHFGHr8njnqdrtTLGlpaUkPHz7M4Y6DgwOtra1lEBqNRjo6OsrhIE8Uwvo6nU4e0+7ubn5tMLsOyH7704sWFxfzK4/Z/jMcDrOOMb+EZ5A9gIrxODg4mIqbk6X2EBGMld92dnYyqHe73WwMPcnHHU+SchvD4TAn3nx3xqxyZYAS8GDynNXAmFj40R1kjxauB/EnsmosEt8I7K40jNHjLL53DRChT0w2igtDoD0Ul3iWu3BYX7/9DGBCqaiXQDRsz0MQ29vbOd6FDM7OznLWkMD30dGRms1mXphVVWl9fT2z0qOjoxwTYrHyMAayuTBEMpSSMtix3YIExL1797S2tqZ3vvOdun//vl588UV96lOf0rd8y7dk2aPsCwsL2tnZyXLu9/sZAOiHJyRwX7lTBGO2sbGR9QhXHaBkkWFwYZorKyvq9/t5248nxoh/wZRx3U5PT9VutzOrQxe63W422v78w6WlpfwYNUDSDSfZ72azqdXV1Xzv+3A4nOojhr3ZbOYE0+npqTY3N6fY6MbGRk664UqzxWpxcVFvectb8vvRU7rYg4hBIyuOzqKHsHRCF41GI8ee0RHqYe7c4JHA8lCCA/ZwOFS73c7yPj09zUm+ZrOp4+PjnMH3ZBy7O0ajkR4+fKitra2pbDpzcnBwkMMQa2trU7fSwvpfj+1Bf+jFEy9kwCmHh4d5UXggHcvj++tgVgAb8UBJ2YUhzsGiRWnYFsEE4qYMh8PsdnY6ndxfYkB+h4JvJIex0W8mF8DF4qMELCoynVjswWCQY17ShfvJHjksI/1ZWFhQr9ebylzChAeDQb6XmITCM888k5kWgI/seJcLsSzmxhlro9HQgwcP8n3KyGd1dTW79u9+97vVbrf14MEDtdvtnJmtqirHDImNATDMBeC4vr6eNyrDRo6Pj3MdKysr6vV6Wltb0+rqak46oSewL9cl3NE7d+5kliEpx9xgrriFp6enWbaevEMHCAUBOmRleWwdrvHS0lLu3+HhYWbF165dy4k06ibc5DF49hMeHBzkWKK7vkdHR1nX2FGAfqOHhEqI87EGePI8QEj4A2MLO/ddGYCMxxipi/XF2rh+/XrW+7t37+axu2tPn5kDwhseFnCCs7i4qBs3bmSdPjg4yJ4WLJq10e/3sz5jHFmDs8qVAcq9vb2pPXEUJky6iFsACig9SsSgSUx4ZhHGycJDqCnDUU8AACAASURBVICDdJEN9+0kKFO73c6PxCIUgLVnSwVuCe36xJM9xA3ChcSqnp+PX8/giwk2SHwK9rmxsZGZB58E2I+OjjKA+FNbYCjNZlOf/exnc0xtdXU1Z2gBXxY+IIhCnZycTAX2MXDPP/98vlXsrW9961TSxcMZzWYzA8cXvvCFnGQjtgdzYfcBrjaAy0NrMVSA58HBwdR7yXd2dnKmFX1qtVo5gQQLXlhY0K1bt7S9va1ut6uVlRUdHBxkRsK1MBLqe+aZZ7IRhLmwbYnsrN8RxCLe39/P9fCKWjK4yBxj7Lf3OSABdLD7lZUV7e7uTnlLsFbCG43G+OlETkRYD8fHx3lOSZ5AKNAfv42Q8A3skFAEZADjA1gjw9FopHa7rdFolGO4a2trU4wOHYbN0neAFO+QguHEUDAnvrcSefouEDdsJIXeNNuDmCjf+0eWmAWJC+pCRMkYPEBK/KHVaunatWtZobHkxDlWVla0sbGRLSUMjT5B5XGPpPGkcm+s33khKbNQd69v3ryZ4zZshqXOjY0Nra6u6tVXX9XR0ZH29/dzXBSAYD8ZVpkn7jBGYmjELnu9Xu5HtKyAGYC1s7OTxypN34YJI4Jd4gqTYcTqn56eZtcUBgKwsYBJXMDGCOz75muSMbi2GBK28Wxubmp3dzcDCFtTAD1A2TPFHsKRLpJ8GMPt7e2cReduGOrqdrvZPXdPhi1YGxsb2UBfv349x8SRnScU3A0G/JhPjH6v18txbkI4zhZhde5toKu+pxhiAUP2/aHoC2PEcGxsbOS1g4EifAEg+00OhHzwngDbmFzjPJKYOzs7uW7mCsaOXKSLGCzeEjqFvnjMGnlsbGxoNBppf39/ioET34doAb4AfomgxXJlgBKXY3V1NdNrsoxMrt8JwS1iJGeIQ8EoURjfvkLcDoBla8KDBw+mmA2sjwWLhWT/Yq/XywFpFL7T6ejo6CizOmdm29vbmSXCQll8/X4/W1iU/8aNGxkkYCUYESbfFwVKOhqNn/E4GAy0vr6eHxpAbAml7ff7Ojg4yHFPmLLfxsg1/X4/u/8wWFgmrAZQ9CwnjIb4LMx3YWFBh4eHGUBwiYk5ocjEC9GBpaUl3b9/PwMxt6zBPgEFDBsLyXcxONPy/bE8AxJdYlP20tJS9nRgZ77FhD4vLCzkTdUO8gAhc09fGo3G1NPA2bPoGXU2vXuizDdzE0OF+eLl0DfYJRvz2WAN4HhSkpg0+obRxCNiLugvzJ9QDh6DM3FcW65hzL7+nCX6/MP0WNOwQQdI1gvAiZyoizY8J4E+cQyj6PKqK1cGKKWLDcLE1lhMKLMnZqSLlwchGA8uoxAe90LYKJSknBUkMUFmDvcGFknMZWdnJ8eNAK+9vT2trq7mPWmSslt1fHyc3W53+aRx/BUlJrbU7Xb1la98RYuLizmutLS0pM3NTZ2enmZriRLcunUrL2biY7jrGxsbGeDpK64RMaHDw8PsquP2YO1x0TwRwiLADQW07t27l58gg6sGA2Lr0tbWVt7a8/DhQ52fn6vb7erw8HAqpEHmHlbibMa3zdD+6upqfoPk7u5uZoHE5GBeJEkIlcA0GAOGTVJOeqCHyERS3hoGcAFoMK24ZcrZj6RsvKWLXRUwMxY04/N3UQNCcZO+xzNZR7jIyMwBBd2G7Q8G49tK6TdrqdvtanFxcepthoAWeoYxIDyUUsq3XyJzSAEEBCODrmE0WJfE3l0+6Csy8n6SjCTxxzjYqudz4vLyhOqbJpnjG4vJVvLdn0BCEJsFzyBxRdmJD2s7PDzMlByrNRiMX6C1vr6eQcNdTjbCwrR4bBSbfWP2HBeTJNT5+Xl+8guTTPzm4OAgM4LRaJSvPTs7y8F8gBR3t91ua3d3NydI2L+GwhM/JIngk4/CwKhRrlarlZWo2Wyq3+9n97zVamXgJb7VarXyokAGg8EgG5rbt2/r2rVr2tzc1Pb2tra3t3MSg3Pv3bs3tSmaP9/RQPKIen1bCmDUaDRyaIF9iL1eL7uxyMUZDfU7qwN0OEbduO6Eddh54A+RkDTFEmFInU4nAwJbqSRNgZqPFxYHOQCQGS9GCcDB82IvIy4mffVHnEma2iyPcXeQgnzA+gg/8Tug6MXHj9yoHxfWX++AjmI83IAhH/pfCpVIF9v64v38casRdbFeWT/oGudiICP5qitXBih9SwjxOZQA1wTGIymDEhMJsBK7Yk/hCy+8kOMcZC6Hw/EmWQdNhAXowFCIJeK2wG48SVFVlfb397W1tZXBgX2XLAB/Yg5ghBVn6wQAxRaGlFLObN64cSMbAvbVeebSY2gYBElTYwEU/NYwFj6Ll+8wYpgyyRZ/kgsKhyv3pS99Sdvb2zloLylbfJgLfaAe4k64ZugCho49dp7B9oQeugAbZc4AQhihGxdCM5KmYnpcg2zJ4iIXAJHr+ATgeA4ARgpgg6m6iwcYYrwctAETAIix8z0CBrJFpsx1jOEDBrjFFOTmINpoXNxB5DtMOBcZxjiwb2/jOKALoBPWkDTlvSFfxs9cAZJ4Maxz2DqF8SIjd709qeSZfuKWgGxduRJA2Wg08sM/Nzc3c2Z3f38/KzLJCoLd3ColXWwvWlxczJYMIPPM4e7ubhagP1SBQC9uP9lRJjxaJhY1C8T3cgE4W1tbU5OG0mB1h8PxU3xGo4sHkJ6fn+dxwq5gvcRlqMM/+Z8Mni98jMuNGzdyhpgFCUP3cMTa2lpmmFhbtv00Go0cn0IOxC17vV5WNtwfFqm7rbhhzuJRWlwhWLi7byxO2CCxOI65TFikLDxPisV+sJXJmTc65EyTWC3FxwGo+pOPAD5YDwyRfkUw9EXP7YGuN+iRdPEcAowJTA231A2mezUYEPSa2CPHAFJ+pz8AFTqAnAmroDu+W4TzAUnG4WCPQfE4JW2TT3ADQX8BVfrjDB2ZOINkftBJfouJplnlSgAlZTAY6PDwUCklvfzyy3mheECbrTqAJPEinhIN08Q1cXebjbEe20RY6+vrObZJsggw8TuCeI4e8UYsEoAEG+EPtw0ryD416cJCs80FwNjf389twtZwqRkPdbMHkyw7biughRKSpZcubsFEOVutlg4PD3O8qN/v534DUmxN4SncficMBdCl356YwThJF3taGT99hDEAhGz5cDfL41gscoCcMQJE7oIxHzG47y42QMqiclcRAGLefKEhV/qLjGnf794CtBzYGQug4scBDtcp11+8CmQG42I9eQKU+lw2ME/6ReE7cX3aACgZP/Pv2WRnoACVs8IIyoyR+mB9ntjx89xQRAYLU3VD7XPCHNEe/XNmWipXAijJKvMgAH+un08eFn5/fz/HL32Bw3iwUtJ4ozGMgfqI83F7IECBm7W8vDyVEMDlJUvLgmN7AWDlQWGsO9bVs5MoF3E1JgvmwqJ0QHWGx4LC9SQexhYTjzu5WwEIOCvAhSFxwLXu2pNAAUg8vsMCYZzOHt01lB59nS5g5XOMwror1ul0plglMsNQOLNkoTnrwPXG/Ya9sWB9Hy3zQz2wbo+n4tKTsfbdFCxiTyzi6fgT7BlzXPBueNwVRQ841+NsJbm7vJnrkmuMMYAh4p3RR8bBMUDGZeHjpt0SANKOs02ucdLiYQHWkcvK23cddgZNcU8OnECXvK03BaNEoYhTNhqNvHv/+Pg4bxolq4Zr6lYQVwhXazQa5Xs72ejLwl9cXMzJlOFwvL+RhU+WD/Ahq+p76QBpJgh2hxKwPaUU93OW5MqDe8hY+N1ZCX3wxeigx2ZhZ3AoqiscGUr650CAsaAObhekTXeRfYG4y09dHqPyftAHX1we7PfffadCKU5IAsNjUL4rQLqIaXoSQrpw/xx0MFAAmi9e6vRsucc7OceZLSzPE0HOrGgzxmAjM44uMmCNvN2ldb3xfsDSXL6cD8C4fD3OTJ99znzrjrNE5tP74641xtUNm7dHv2DEHn+mTtezGKJwcKQ9DKKz0RhemFWuBFCyILFYxO6Gw2G+e4PkiHThUji9xlXyuASLTLpI/kjKisaCYT8gsQqn5zBclI42fEFi6WF7uPoeIOZeU5IbJFnIKKIQnlVmLLTH+CXlkIAzT3fPGD8GwmXNp4ORJ8C8HVjH+vr6VCafc90lAwiQK/PiMUvac5dMmn6tL8fiIkG+0kXYAllRhwOvPyzEFyf1xL5Q/Ji727i79NVjrG700J/I8DBKeBrn5+fZzXeW6fFo+uC/x6RTZHLSNFN1g+GhB2SKnNEZ6sAzc/eaOpAD88zvXO998sy8s1364Oe4HjvIxd+ZYwrX0BcPM1EP69F1KsZQ68qVAEpprBw8rIEtNIAWjJM9kW5xmRx3GQEO3G0HMmdjbEnijhPfhMzig71yPm437dF3j8f5PjF3BwBnQFm6UDLuZqA9YrMkGaSLp6jDOD2+J00rpTM+zuVa2KcvbmTooOELm/7748WQNeDoSumA5QkW6WLBcQ3zwW/01QE7xvXoA4bA3bDo3mIYPS7qcSr6hUzcXXQ94zjGztmYNL2f0bf6ODNz3fMQkc+Fu4XohMuQccFcnUFKF+woAjj6iAyRDR4Uhs4TT7EvyMKByL27CGZRnh5yQZbRXY5hCf/zehwLnBzQriffXIdoiznyEEVduRJACTAACLiFo9H0ezikiy0Wo9Eos0RXghhHkfTILVMIxxkl/QA0+M7EAFzcjeD7u5h46dE3ErqVlS6ymwBYZASALOdEK0uf3C1BQdwVi/Eyxo0LRnyN+Kq7JA7qvvXE23JGgDFwxufJBha5u+Y+Rpe9NJ1ZjUbR3W43Ts7e3K1zDyO63xHkohtWYpnoSwlMPJbnWVjAwF3dCFj0ncKYfCz0ydmPA7jX4TLhuxtCl73PT2SPJdbm3oD/uZ5zfTzfk0ARoEqeTyzxGtcN5rHkikc5+a4Hl0VduTJAyQZjlAowcuWFGbhb4xTaXQyPB7FxG5bnLMmtvb+ZjduxfAM3iw4L7ErkoMonjIuJ9RiOK4t0cV+5gzaT6E929uSDW0zAKm4w9nvlHSw9exlBwlmzgycK5Zu2XdlQRgcmB17A2+XuQEjxBefMkO+e8fZYmPeJOUOmDgAUNzz85mARgdznN8b4AATp4ik6XmcskeH5uC8DCU+ccR1g58e9wGJ93QD4zmyjvKVpUCkBkq+FCL7Oqj2U5G25J1JyvykOvD6XTn4iuXCjByZE/SrNTyyP87rapqRfl7QyOf8jVVX9WErpZyX9KUn7k1P/SlVVn07jHvykpO+RdDw5/tuXtJGFykDZLiM9+l5n3FSsZIzrMSGeYGCPZIyDRbcVZcLFZIIJBLsb4zRf0tQxJr70hCNXVsYVFc1jPc4u41YSH4e7lO5icJzstcfmADifA+qNC9BZLazflc7BlIUIc3eG5OwyujyRkUTQ8PlykPUF6a5bBHs3TBHQI0i6W4xORVcvArADL8Vjo9FV9Xny8bqsKaXv7oo6yDmIOZuLdbmX4LpGX/AqXEYet62bF59PN9Alphfn3+eIOqN+8DvtRUYdmae3xzggXdH1L5XHYZSnkt5TVVUvpbQk6TdSSr88+e3vVlX1kXD+d0t6x+TvT0j66cnnzOLuFu6hu7UoqQe6I+twMHErD2D5ZDnTcavmi8IV2oEjZvp8L5pvS5E01RbZbsYQ6b7310G4FIvx7TNcExXKEyy0FeNpvgCYB++Hg3RccJEZOkv1Repbpnwc3r73m/l0xuj1RVfJAcznJrKbuIijkXIwo64SS0H2kUnG7TfMT0mfIivyMZb6GOUTAZPfIpOPybAICD7P7pa7QfcEnrvPPn8R5FkvrlveZizRWPi8I7MS+EU2ScG79Lbda4rew2XlcV5XW0kiULg0+ZtV+/dK+vnJdZ9MKW2klG5XVfVK3QVYrmhJPP7Ahm3fIAzQUYczKAcaf9CtK56Do3Rxk3wWzsT1d5c+AhDnuYLFSaZNrotxIpgz/fXz/VzvQ1ykMW7kv1EX1/hdCiXXxtsuWX2XMwV2X2IIXOMLkDZ8LkpuuQOnNA3CtEu9Hjf2zxjHctburKUOvHwM/j/9cqD2632ROuOKsnGj63PLOT4PJZBxVunXQjSikSgZaPd4vA0HSO971MkSw3Zdiobc64mfvn4iCfJzY+jLj7vuuNsf9fFxy2PFKFNKDUm/Jentkn6qqqrfTCn9dUn/NKX0o5J+TdKPVFV1KulZSV+2y78yOVYLlD44JsWVzo+58OusQYlheJ2SppiHAy/X0LYnJUweU9srXOAlkAfQnf1xTgRYX5jO3PxawCFeGxXWFc374kDDcY8nRRYa2Ug0HHEBRfco9i0WNyKlBTkL1CN4IQ8/j08/HhdNZC7IxN32yOq9Tw661BmZXzScgHs0DlFGMfRRKl5HNDjos4c9PF4e2ZyDHPV5X+I1sd/ezwjsMcTk+hh1lPNdlj7+Otc9zq3Pfalvr1syp6qqoaR3pZQ2JP1iSumdkj4o6Z6kZUkfkvT3Jf3jx6lvMqAPSPqANL4tkEEwAISGy0xxV9xv+aoDLXeHfEG48Dzw7neb0CcHZr/eAc8F7daZ36krWn1fAK6cfp8xffNxRuvtC9YTNM56HAQclOMfY4hKyFhin1wxfR6dlRITiooa63KZlBaqy8oNoRdnX274SvIqMTxvH3Dx8dNGCZBLv5cAMqU05UnEsUbPIY7dS+l7aS15H/yBFnz3Eo2K98vrjec66JQYcATdyBQjE60713XXv7s8SzoV2XH0UOrKa8p6V1W1l1L6hKT3VlX1zyaHT1NK/07S35l8f1nS83bZc5Njsa4PaQywunnzZiWVYxdx8QJkHnOM1jO6RFzrijErzhNdV68/Kmts2xdCSckppbhNnKw6EPOJjsoR5ej94xwYqdcbk0MlMImJG/+MfSiNmb5EQIpAG9t319Rl626iH3cZObP2ukuszfvpYyl5LyWQjOPztuI4nSmV9CTWcRmr9OPRAMZxRc/FAckNTKy7DoBj+yV26fPkBiRugyuNKZKDErHg/KhLkcF6/yKozyqPk/V+RtJgApItSd8l6cfTJO6Yxi38OUmfm1zyUUl/I6X0YY2TOPvVjPgknQT0EEoJNH1ALkBnk1HBPIDr7rtvrXGW6AmbOEnefuxPBBGfeCbD3ThKdI3jgo0K6b/F+p050Cdnv9FaRxBzK34Zo4gWOgJABKwITl5nZHXe7wgukUnUGRPva3Tt4nxGRkG7Pr4oJx9HBInYbmmM9Mf11+XlpY71+nfvRx2Ddo8iyprz3Qvz8fpaoD3vSyQGcTyuhz6WKOu4vmNxRlgCt5KsvLi8SwagrjwOo7wt6efSOE65IOkXqqr6WErp4xMQTZI+LemvTc7/bxpvDfqixtuD/uplDfgi8vuC42+UCJJxK4dbjHhdBNOSkPzaEliWLLDXFcHNXU7f6lTXj6iYEfA8huqf0nQCwy15HF8JXCKT8BIZBu1GcPa668br5/t5Efx8PL6oSszb247HZgFN/N/7FM8pfS8Z5wiUkYXFOuJ5/luJnfk4SnLwMfkclcAvjr9kLH2Oon5EWfk1cU69/djHUv/juEvjj32Pv5dc/RJQXlYeJ+v9GUnfWjj+nprzK0k/dGnLhcI2mxJ7chCK7LEU5C2BkZeSoLk2TlhkFL41Ryrv9/IJc0vu2XLvR4mpxol3JXRlrltIziwiMHFtBPU62cf+ury8vsgeYpIjtlPHAmk7gmsEy7hInXF4PSUvpQRwDlzeTokdxrmJ4Oy6U8duSnW7DKPsSkmJ2P/S8ahLJQJSusb7Xhcm4Bwfq6/VOF7p0eRXSS5RHrP00PtdF/qCUMU64xovlStxZ450Efwm6E/xCXNBMWm+Fyr+zvV8lhaPL6I6i8z3yJq8716i2+rjGI0ubl30xc9v/sn1TH7J3Yn99fpcaeKeMb++jqXEQLvLPRoid29jnXGcpYXqIOXHIjMoKbS363Ma5yd6KsyN3ykSz0fHnIl4/+Nid3mVwhVc721FRhmvKxn8EmjUya60LjgngqXPbfxetxbqjsV6I7GIJGIWu4t6FOss9SX+xb3DdXIplSsDlA5Y8QnGJUXxeKMDjddXynhzbQmMKJ6hpQ++ZyzGNOsm14uPx5WvjnnOWiSRwfhCc4bo55C9nQVo/j0qE5/x7o5oiCLL8DFEphKZU2RsXmeJQTB2SinUEoG1zijEuvz6Olm4DGbpQN1i9s86AIsy9mMl41L6vdSPUjt+bgTdWXpRYtocL8Xc+T9uXK9r1/vtOl9nPCI7L90F5mO4DCSlKwKU3mm/nSi6rBHsShalxEIoMbBMG7GUbu5n0jxb7G2WxlKnqHWL3plGaTwOgLG+OjAqsQC++7Wx/6WkQgTF0jguYyh+zEGmLmHiuhBZRzSOHobwa0t9rZv/kgtct6hKwB/ldJn8Si57NDolcI+/xfUwa35L8olz4qUuzl33WdIf6o2JNOovrZU6/XOS5G1SfA5LIRqvq24txnJlgNLZgG94LsWWXEDRVecYrmqdJaQdPn3y6tqT6heWl7j/y/sxa2JKbdexgFnW9rLvdQvHDUn8DTZQ2srD73GhlQCyVG+sJ5aYoIpzGll+LFFGkXFHAC4t9ugiel2x7tI4SkaNEuPWnFcnmxJAlmRLv6POlGRbYvN1MvT+RaNVmr94fWzD48F14Fe6ro6I1PWhrk+ltmK5EkApXWxwJk7px/mMG5alabD0yfOJjwL1BcV18Xrp0biZL9i6Eh+KQZml+F5iDKt0TklRSpNeF3u9LHAd+xeBxQHrMuWt67cfKxmxOHY3pqXzIjiX2Fds341wSS6XGaMSewcw6gC7zojEMZdkUqfDpXFGmTDe0vkloHU5zgLs2C+XUd0cXMZYvxod9TZKY53lWT0OsF4JoEQwcZ+XswUAtG5B+HWPE9R2BYnMIv5ecuEpMQHg9dF+Ccz8M44htlnHEiJTKIF8Sc4ep3Q5RgUv9Yv5iKXE9nwO6vaK+jneVix1gBHDEHUyq/u9Lobp/Y6LvJTF9+s5FmVSV+L+2rqxRv0sMbBo3EpyiH2KIOJ1lOLmswr1+57X2Kcow7pwR2nMcV3FdTJr3cRjdTIvlSsBlKXiyhljT1HQfs0sQTkwxvMjQDuDiXW5wkSWGetwcKgDkxJQzbJ6s8BkVj+jfOKDNuLiKgFxnYsWF6z/FuuOjKdkTOI4S+AR64slhl6iLDin1G68pg4oZs3LrPmIujgL6EuyqTs39rduO1FdKbHB+Ptl9bihKBlkJxJ+Qwj9LK3hy4yIGw5fe6Vz+f64ICldEaD0RRTBI26urlM86dH9V2zFmQUqcWJiXSULV2qf8+N9x35uCfxoP+5pLMnkcVmSK0q8fta44/2+JTZzmRxKBqzEFmPfS32NbKLUt7jw6jyIWWMqeRJ118dxlOa0jsmVdhtE+cTF7n2pc+m9nsjeS95BCTTrjLZfexmjLM2pNB3iiMmr2Ie6fs0ylKXz6/6vm9vLXP0rAZTSo6+unOXeSNMW2d25aMF83xt1ISR/eMUsAZcAPE58XCAR8OhbBCj+J3kFYNaVaC1LYOmyqRtLCQRKsrpscdSBxqw+xxBLrKcOLOJ5foz+loA8AkwdSJU+68YVmUudcaqTTbwm1lkXY4uldDwai1L9UQZRnx5n3uv6EH8rrWUfY51xqtsuFtuZtZUp1vlaHq3mJdUp9xtZUkqHkr7wpPvxBpTrknaedCfegDIf59NVvl7G+daqqp4p/XBVGOUXqqr6tifdiT/sklL6X/NxPj1lPs6vn3L5lvR5mZd5mZev8zIHynmZl3mZl0vKVQHKDz3pDrxBZT7Op6vMx/l1Uq5EMmde5mVe5uUql6vCKOdlXuZlXq5seeJAmVJ6b0rpCymlL6aUfuRJ9+drKSmlf5tS2k4pfc6OXUsp/WpK6fcmn5uT4yml9C8n4/5MSumPPbmev7aSUno+pfSJlNLvppT+T0rphyfHn6qxppSaKaVPpZT+92Sc/2hy/MWU0m9OxvOfUkrLk+Mrk+9fnPx+50n2/7WUlFIjpfQ7KaWPTb4/dWP8WsoTBco0fr3ET0n6bknfLOkHUkrf/CT79DWWn5X03nDsRyT9WlVV79Dktb6T498t6R2Tvw9I+uk3qI+vRzmX9LerqvpmSd8h6Ycm8/a0jfVU0nuqqvqjkt4l6b0ppe+Q9OOSfqKqqrdL2pX0/sn575e0Ozn+E5Pz3izlhyV93r4/jWP86kvcrf9G/kn6Tkm/Yt8/KOmDT7JPr8OY7kj6nH3/gqTbk/9va7xnVJL+jaQfKJ33ZvuT9Esav3TuqR2rpLak39b4hXk7khYnx7MOS/oVSd85+X9xcl560n1/jLE9p7Fhe4+kj0lKT9sYv9a/J+16Pyvpy/b9K5NjT1O5WV28hfKepJuT/5+KsU9cr2+V9Jt6Csc6cUk/LWlb0q9KeknSXlVV55NTfCx5nJPf9yVtvbE9/qrKv5D09yRxL+CWnr4xfk3lSQPl11Wpxmb4qdlmkFLqSPovkv5mVVUH/tvTMtaqqoZVVb1LY9b17ZK+6Ql36XUtKaU/I2m7qqrfetJ9ucrlSQPly5Ket+/PTY49TeXVlNJtSZp8bk+Ov6nHnlJa0hgk/0NVVf91cvipHKskVVW1J+kTGruhGyklbv/1seRxTn5fl/TgDe7qay1/UtKfTSl9SdKHNXa/f1JP1xi/5vKkgfJ/SnrHJMO2LOn7JX30Cffp9S4flfSDk/9/UON4Hsf/8iQj/B2S9s1tvdIljR8B8zOSPl9V1T+3n56qsaaUnkkpbUz+b2kch/28xoD5vslpcZyM/32SPj5h1le2VFX1waqqnquq6o7G6+/jVVX9RT1FY3xdypMOkkr6Hkn/V+PYzz940v35GsfyHyW9ImmgcVzn/RrHb35N0u9J+u+Srk3OTRpn/F+S9FlJ3/ak+/8axvlujd3qz0j69OTve562sUr6I5J+ZzLOK+1trQAAAI9JREFUz0n60cnxt0n6lKQvSvrPklYmx5uT71+c/P62Jz2G1zjePy3pY0/zGL/av/mdOfMyL/MyL5eUJ+16z8u8zMu8XPkyB8p5mZd5mZdLyhwo52Ve5mVeLilzoJyXeZmXebmkzIFyXuZlXublkjIHynmZl3mZl0vKHCjnZV7mZV4uKXOgnJd5mZd5uaT8f+19VPXG5oA1AAAAAElFTkSuQmCC\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# set the region x=[50,100] and y=[50,100] to zero and display\n", + "img = np.copy(insect)\n", + "img[50:100,50:100] = 0\n", + "plt.imshow(img, cmap=cm.gray, vmax=256, vmin=0)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "mpNEMFGDcEaq" + }, + "source": [ + "# Exercise 4: Censorship\n", + "\n", + "By altering the code below, censor the insects face with a white block. Remember that white = 255" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 286 + }, + "colab_type": "code", + "id": "bMf_tmo5cUnH", + "outputId": "0738c30e-ab03-40b2-ec25-6d8c791a9c66" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "img = np.copy(insect)\n", + "img[150:250,210:300] = 255\n", + "plt.imshow(img, cmap=cm.gray, vmax=256, vmin=0)\n" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "O-zgDHzJclpp" + }, + "source": [ + "# Challenge Problem : Gradients" + ] + }, + { + "cell_type": "code", + "execution_count": 77, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 287 + }, + "colab_type": "code", + "id": "OuVno2DQn9lv", + "outputId": "69d73e09-d3c8-4ab9-8f8e-f506a2b9a468" + }, + "outputs": [ + { + "ename": "NameError", + "evalue": "name 'insect' is not defined", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[0;31m# challenge problem: make a fading image from top to bottom (hint: multiply the image by a gradient you can create)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 2\u001b[0;31m \u001b[0mplt\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mimshow\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minsect\u001b[0m \u001b[0;34m*\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mlinspace\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;36m2\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mlen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minsect\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mcmap\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mcm\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgray\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mvmax\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m256\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mvmin\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m0\u001b[0m \u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m", + "\u001b[0;31mNameError\u001b[0m: name 'insect' is not defined" + ] + } + ], + "source": [ + "# challenge problem: make a fading image from top to bottom (hint: multiply the image by a gradient you can create)\n", + "plt.imshow(insect * np.linspace(0,2,len(insect))[:, None],cmap=cm.gray, vmax=256, vmin=0 )\n" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "mT5WMv1s9juc" + }, + "source": [ + "\n", + "\n", + "> # **Advanced Image Processing**\n", + "\n", + "\n", + "\n", + "# Blob Detection\n", + "## What are blobs and why do we care?\n", + "In essence, \"blob detection\" is the process of searching for and identifying bright spots on a dark background, or dark spots on a light background. The \"blobs\" can correspond to any number of physical phenomena. In astronomy, for example, this can be relevant if you have an image of a part of the sky and want to identify something like galaxies. You might be wondering though, why not just look at an image yourself and pick out blobs \"by eye\"? In our example of identifying galaxies in an astronomical image, a systematic way of doing this may be beneficial for several reasons: \n", + "- you may have faint objects in your image the are difficult to distinguish from the background\n", + "- you may have a crowded field where bright points are close enough together that they are difficult to disentangle\n", + "- you may have a large dataset where it would just take you a long time to go through everything by hand\n", + "- you may want to define where a blob \"ends\" in a systematic way so that your blob definition is consistent across all objects you identify\n", + "\n", + "These are just some of the reasons why a systematic approach to identifying blobs in images could be beneficial. Checking the output of your algorithm by eye, however, is wise to make sure that it is not outputting nonsense.\n", + "\n", + "Let's get started with first reading in our first astronomical image; a nearby group of galaxies! Astronomical images are stored as \"fits\" files, this is essentially a table that contains the information of how bright the sky is at each pixel in your image, and a \"header\", which contains information about how pixels translate into coordinates on the sky, what instrument was used, and the units of the image for example. We will read the fits file into a numpy array using the package called astropy (see http://docs.astropy.org/en/stable/index.html for documentation). This package streamlines the process of working with astronomical images in Python. " + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "0Xk_OPfKfhqs" + }, + "source": [ + "First we will import a few packages that we are going to use throughout this section: skimage will allow us to run the blob detection algorithms, matplotlib will allow us to plot our data, astropy will allow us to read \"fits\" files, and numpy will let us do cool things with arrays." + ] + }, + { + "cell_type": "code", + "execution_count": 78, + "metadata": { + "colab": {}, + "colab_type": "code", + "id": "U9NHDd2U9qb3" + }, + "outputs": [], + "source": [ + "from skimage.feature import blob_dog, blob_log, blob_doh\n", + "import matplotlib.pyplot as plt\n", + "from astropy.io import fits\n", + "import numpy as np\n", + "from astropy.utils.data import download_file\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "LaYMqdb7f62x" + }, + "source": [ + "This line reads the fits file --> data table and header." + ] + }, + { + "cell_type": "code", + "execution_count": 89, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 325 + }, + "colab_type": "code", + "id": "Lw7fzmD6f3fA", + "outputId": "ea4e023f-1a50-4eec-c1f6-e9fef75cca69" + }, + "outputs": [], + "source": [ + "url = 'https://github.com/tahumada/tahumada.github.io/blob/master/PAARC/RSCG1.fits?raw=true'\n", + "filename = download_file(url, cache=True)\n", + "hdu = fits.open(filename)\n" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "veYtEdqigH_7" + }, + "source": [ + "# Exercise 5: hdu\n", + "\n", + "1. What is the type of hdu? \n", + "2. What happens when you print hdu?" + ] + }, + { + "cell_type": "code", + "execution_count": 84, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 209 + }, + "colab_type": "code", + "id": "QxbDR5sPgXSR", + "outputId": "e11ea2b6-7476-4ffa-dba6-2d76814c4787" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "[]\n" + ] + } + ], + "source": [ + "#Insert your code here:\n", + "\n", + "print(type(hdu))\n", + "print(hdu)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "K4vo4LxTgk5S" + }, + "source": [ + "This line reads the data associated with the header into a numpy array. A fits file can have more than one header, and since Python indices start at 0, we tell Python to read the data associated with the first (and only) header associated with this fits file. " + ] + }, + { + "cell_type": "code", + "execution_count": 90, + "metadata": { + "colab": {}, + "colab_type": "code", + "id": "iE6CXDl1gIUu" + }, + "outputs": [], + "source": [ + "image = hdu[0].data\n", + "# This line closes the fits file because we don't need it anymore; we've already read the data into an array.\n", + "hdu.close()" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "28HzHjCyg7K6" + }, + "source": [ + "# Exercise 6: Astronomical Images\n", + "1. What is the type of the image? \n", + "2. What happens when you print image? \n", + "3. What are the dimensions of image? \n", + "4. What are the minimum and maximum values?" + ] + }, + { + "cell_type": "code", + "execution_count": 63, + "metadata": { + "colab": {}, + "colab_type": "code", + "id": "bDlhy8xphROn" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "[[3001 3001 3253 ... 3137 3137 3137]\n", + " [3102 3102 3607 ... 2935 2935 2935]\n", + " [3506 3506 3607 ... 2935 2935 3339]\n", + " ...\n", + " [3251 3251 3352 ... 3681 3681 3278]\n", + " [3453 3049 3352 ... 3278 3681 3681]\n", + " [3453 3049 3352 ... 3278 3681 3681]]\n", + "(177, 177)\n", + "15503\n", + "2573\n" + ] + } + ], + "source": [ + "#Insert your code here:\n", + "\n", + "print(type(image)) # this prints the type, how would you show the answers to 2-4?\n", + "print(image)\n", + "print(image.shape)\n", + "print(np.max(image))\n", + "print(np.min(image))\n" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "oq6BC26p93gd" + }, + "source": [ + "That's it, you've now read your astronomical image into Python and can work with the data and analyze it! Let's visualize the data now to get an idea of what it is we are actually dealing with." + ] + }, + { + "cell_type": "code", + "execution_count": 96, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 215 + }, + "colab_type": "code", + "id": "ImahX30f94Md", + "outputId": "4994206c-3ba0-48b9-8efb-d843b173dd27" + }, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# imshow will map the 2D array (our data), and origin='lower' tells imshow to plot (0,0) in the bottom left corner. \n", + "plt.imshow(image,origin='lower')\n", + "plt.colorbar()\n", + "plt.show()\n", + "\n", + "\n", + "# EXERCISE: What happens if you remove origin='lower'? How does the mapping of the image change?" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "_eqZ6pcH-DDC" + }, + "source": [ + "We can now run some blob finding algorithms on this data set and see what we find and if it makes sense! For this, we will use the scikit-image package which is an image processing pacakge in Python. This package has three algorithms for detecting blobs (all discussed here: https://en.wikipedia.org/wiki/Blob_detection):\n", + "- Laplacian of Gaussian\n", + "- Difference of Gaussian\n", + "- Determinant of Hessian\n", + "\n", + "This is great, but what does this actually mean? How do they work? What's the difference between them?\n", + "\n", + "### Laplacian of Gaussian\n", + "This algorithm starts by smoothing (blurring) the entire image with a two-dimensional Gaussian function: \n", + "\n", + "$$\\begin{align} g(x,y,\\sigma) = \\frac{1}{2\\pi\\sigma^2} e^\\left(-\\frac{x^2+y^2}{2\\sigma^2}\\right) \\end{align}$$ \n", + "\n", + "where $(x,y)$ correspond to pixel coordinates on your image, and $\\sigma$ represents the \"size\" or \"width\" of the Gaussian function. The algorithm then performs a mathematical computation called taking the \"Laplacian\", however we will not go into the details of that. What this effectively gives you is strong responses for blobs of size $\\sqrt{2}\\sigma$. This means that the algorithm is most sensitive to detecting blobs that have a similar size to that of the Gaussian function that you smooth your image with in the first place. In order to detect blobs of varying size, you need to use an approach that allows you to smooth your image with Gaussians of varying sizes to try to match the scale of potential blobs. This approach is the most accurate but also the slowest approach, especially for the largest blobs, because it needs to smooth the image with a larger Gaussian.\n", + "\n", + "The scikit-image function \"blob_log\" (https://scikit-image.org/docs/dev/api/skimage.feature.html#skimage.feature.blob_log) has this capability. To run it, we simply need to call the function and provide it with the correct input parameters. In the following piece of code, this is what we are going to provide the function with:\n", + "- **image** to run the blob detection on\n", + "- **min_sigma**: the minimum size for the Gaussian that will be used to smooth the image; this corresponds to the smallest blobs we expect in the image\n", + "- **max_sigma**: the maximum size for the Gaussian that will be used to smooth the image; this corresponds to the largest blobs we expect in the image\n", + "- **num_sigma**: the number of sizes to consider between the minimum and maximum\n", + "- **threshold**: relates to how faint of a blob you can detect; a smaller threshold will detect fainter blobs\n", + "\n", + "The call to this function will output a list of x and y coordinates corresponding to the center of each blob, as well as the \"size\" of the Gaussian that it used to find that blob. Let's try it out!" + ] + }, + { + "cell_type": "code", + "execution_count": 65, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 90 + }, + "colab_type": "code", + "id": "0hcWTUqu-ELT", + "outputId": "58f5c3d6-17ac-4893-994a-2e819ff695d1" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "((30, 3),\n", + " array([[176., 11., 2.],\n", + " [174., 30., 2.],\n", + " [156., 78., 2.],\n", + " [150., 110., 2.],\n", + " [128., 55., 2.],\n", + " [126., 92., 2.],\n", + " [126., 1., 2.],\n", + " [119., 99., 2.],\n", + " [111., 13., 2.],\n", + " [107., 108., 8.],\n", + " [106., 40., 2.],\n", + " [101., 92., 2.],\n", + " [ 95., 111., 2.],\n", + " [ 95., 25., 3.],\n", + " [ 92., 58., 2.],\n", + " [ 89., 139., 5.],\n", + " [ 82., 106., 2.],\n", + " [ 81., 78., 2.],\n", + " [ 73., 100., 4.],\n", + " [ 72., 19., 2.],\n", + " [ 71., 166., 2.],\n", + " [ 61., 3., 2.],\n", + " [ 57., 121., 2.],\n", + " [ 52., 105., 2.],\n", + " [ 48., 20., 2.],\n", + " [ 26., 62., 3.],\n", + " [ 23., 122., 3.],\n", + " [ 18., 16., 3.],\n", + " [ 15., 3., 2.],\n", + " [ 12., 158., 2.]]))" + ] + }, + "execution_count": 65, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# This line calls the blob detection (Laplacian of Gaussian function) on our galaxies image with the parameters that\n", + "# we provide\n", + "blobs_log = blob_log(image, min_sigma = 2, max_sigma=9, num_sigma=8, threshold=.05)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "niz5VnKQjwmi" + }, + "source": [ + "# Exercise 7: Blobs \n", + "What kind of output does blobs_log provide? What are its dimensions? What does the length of blobs_log physically correspond to?" + ] + }, + { + "cell_type": "code", + "execution_count": 93, + "metadata": { + "colab": {}, + "colab_type": "code", + "id": "1yC0CozDjvMD" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "[[176. 11. 2.82842712]\n", + " [174. 30. 2.82842712]\n", + " [156. 78. 2.82842712]\n", + " [150. 110. 2.82842712]\n", + " [128. 55. 2.82842712]\n", + " [126. 92. 2.82842712]\n", + " [126. 1. 2.82842712]\n", + " [119. 99. 2.82842712]\n", + " [111. 13. 2.82842712]\n", + " [107. 108. 11.3137085 ]\n", + " [106. 40. 2.82842712]\n", + " [101. 92. 2.82842712]\n", + " [ 95. 111. 2.82842712]\n", + " [ 95. 25. 4.24264069]\n", + " [ 92. 58. 2.82842712]\n", + " [ 89. 139. 7.07106781]\n", + " [ 82. 106. 2.82842712]\n", + " [ 81. 78. 2.82842712]\n", + " [ 73. 100. 5.65685425]\n", + " [ 72. 19. 2.82842712]\n", + " [ 71. 166. 2.82842712]\n", + " [ 61. 3. 2.82842712]\n", + " [ 57. 121. 2.82842712]\n", + " [ 52. 105. 2.82842712]\n", + " [ 48. 20. 2.82842712]\n", + " [ 26. 62. 4.24264069]\n", + " [ 23. 122. 4.24264069]\n", + " [ 18. 16. 4.24264069]\n", + " [ 15. 3. 2.82842712]\n", + " [ 12. 158. 2.82842712]]\n", + "(30, 3)\n" + ] + } + ], + "source": [ + "# How would you explore this questions?\n", + "\n", + "\n", + "#1. What kind of output is blobs_log?\n", + "#2. What are its dimension?\n", + "#3. What does the length of blobs_log physically correspond to?\n", + "\n", + "# solution:\n", + "print(type(blobs_log))\n", + "print(blobs_log)\n", + "print(blobs_log.shape)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "OlVjfolFkTyG" + }, + "source": [ + "## Data from the blob finder \n", + "\n", + "The first column of blobs_log (blobs_log[0]) is the y-coordinate, the second column (blobs_log[1]) is the x-coordinate, and the third column (blobs_log[2]) is the \"size\" of the Gaussian that was used to detect the blob. " + ] + }, + { + "cell_type": "code", + "execution_count": 66, + "metadata": { + "colab": {}, + "colab_type": "code", + "id": "bqupsIF2-I0A" + }, + "outputs": [], + "source": [ + "# In this line we use the third column to calculate the radius of the blob itself.\n", + "blobs_log[:, 2] = blobs_log[:, 2] * np.sqrt(2)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "wFMGgsQvmTE7" + }, + "source": [ + "## Plotting the blobs\n", + "Now we'll plot the blobs onto our image! For this, we will create circles with plt.Circle using the corrdinate and radius information we have from blobs_log. Then we will use add_patch to add that circle to our image. Since the plotting software needs information about the axes of the image in order to know where each circle goes, we use plt.gca() which means \"Get Current Axis\" and store the axis information into \"ax\". Then when we add the circle patches to the image, they will appear in the correct places. Finally, since there is more than one blob, we will create the circular patches and add them to the image one-by-one using a while loop. " + ] + }, + { + "cell_type": "code", + "execution_count": 67, + "metadata": { + "colab": {}, + "colab_type": "code", + "id": "VQToTxHRmQ1-" + }, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "ax = plt.gca()\n", + "ax.imshow(image,origin='lower')\n", + "cnt = 0\n", + "while cnt < len(blobs_log):\n", + " c = plt.Circle((blobs_log[cnt][1], blobs_log[cnt][0]), blobs_log[cnt][2], color='white', linewidth=2, fill=False)\n", + " ax.add_patch(c)\n", + " cnt = cnt + 1\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "1Fndbo84n--g" + }, + "source": [ + "# Exercise 8: Blob Parameters\n", + "\n", + "Play around with the input parameters in the following block of code, then run it to see how changing they will affect the number and type of blobs detected:\n", + "\n", + "1. What parameter governs the sizeo of the blobs? (bigger, smaller)\n", + "2. What parameter governs the number of selected blobs? \n", + "3. What parameter governs the number of blobs? (does it pick only the brightest?)" + ] + }, + { + "cell_type": "code", + "execution_count": 76, + "metadata": { + "colab": {}, + "colab_type": "code", + "id": "rsgp4YYAokM7" + }, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "blobs_log = blob_log(image, min_sigma = 2, max_sigma=9, num_sigma=8, threshold=.05)\n", + "\n", + "### Play with the paramters above this line ###\n", + "blobs_log[:, 2] = blobs_log[:, 2] * np.sqrt(2)\n", + "ax = plt.gca()\n", + "ax.imshow(image,origin='lower')\n", + "cnt = 0\n", + "while cnt < len(blobs_log):\n", + " c = plt.Circle((blobs_log[cnt][1], blobs_log[cnt][0]), blobs_log[cnt][2], color='white', linewidth=2, fill=False)\n", + " ax.add_patch(c)\n", + " cnt = cnt + 1\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "erYchCKupIe3" + }, + "source": [ + "Write down your findings below, such as what parameters give you no blobs, how does changing the parameters affect the results, and anything else that you find interesting!" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "metadata": { + "colab": {}, + "colab_type": "code", + "id": "7GRj1Rxfn8aS" + }, + "outputs": [], + "source": [ + "# RECORD YOUR FINDINGS HERE" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "A_AOKn7T-N0T" + }, + "source": [ + "### Difference of Gaussian (DoG)\n", + "This algorithm is an approximation of the Laplacian of Gaussian, where rather than actually computing the \"Laplacian\" of the Gaussian that we mentioned above, DoG approximates this computation by taking the difference of two successively smoothed (blurred) images. Blobs are then detected as bright-on-dark spots in these difference images. This algorithm has the same disadvantage for larger blobs as the Laplacian of Gaussian algorithm.\n", + "\n", + "To run this algorithm, we use the function \"blob_dog\" (https://scikit-image.org/docs/stable/api/skimage.feature.html#skimage.feature.blob_dog), which takes the same parameters as blob_log, except for **num_sigma**, because the algorithm needs to take the difference between successive smoothings so it figures out the number of times it needs to smooth the image. This function returns the same type of array as \"blob_log\" : (y-coord, x-coord, size). " + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "wbfDS6CFp-tz" + }, + "source": [ + "# Exercise 9: DoG \n", + "\n", + "Fill in the input parameters for the call to the blob_dog function and run the code. How is the result from this function different from the previous one?" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": { + "colab": {}, + "colab_type": "code", + "id": "eoIhGs2t-OXK" + }, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "blobs_dog = blob_dog(image, min_sigma=2,max_sigma=9, threshold=0.05)\n", + "blobs_dog[:, 2] = blobs_dog[:, 2] * np.sqrt(2)\n", + "\n", + "ax = plt.gca()\n", + "ax.imshow(image,origin='lower')\n", + "cnt = 0\n", + "while cnt < len(blobs_dog):\n", + " c = plt.Circle((blobs_dog[cnt][1], blobs_dog[cnt][0]), blobs_dog[cnt][2], color='white', linewidth=2, fill=False)\n", + " ax.add_patch(c)\n", + " cnt = cnt + 1\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "tmNCqq5J-Q1V" + }, + "source": [ + "### Determinant of Hessian\n", + "The final option that scikit-image provides is the Determinant of Hessian algorithm. This algorithm performs a different kind of mathematical operation on the smoothed images, it calculates the Hessian matrix of the image (but we won't go into that), and searches for maxima in this matrix. It it the fastest approach, but it is also less accurate and has trouble finding very small blobs. \n", + "\n", + "To try it out, we will run the function \"blob_doh\" (https://scikit-image.org/docs/stable/api/skimage.feature.html#skimage.feature.blob_doh), which takes as input the same parameters as the \"blob_log\" function. Let's try it out!" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "uxHbrWp6D6Fk" + }, + "source": [ + "# Exercise 10: DoH\n", + "Fill in the input parameters for the call to the blob_doh function and run the code. How is the result from this function different from the previous one? How were the input parameters different from the previous algorithms?" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "metadata": { + "colab": {}, + "colab_type": "code", + "id": "HKM6DFpM-THY" + }, + "outputs": [ + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAQEAAAD4CAYAAADsBlOYAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4yLjEsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy+j8jraAAAgAElEQVR4nOy9ebhlWVEn+ou1p3POzczKrImaoAqoAi2ZZAZRJhkVwdeK2Opj8jmhtD5tfKDdra34tH1qq3TjBNIqiKjIoE8RFEWgigIp5qIGihqpecjKvPecs4cV/UesWCv2PvucvJWFev2s+L78MvOcffaw9lqxIn7xiwhiZtwr98q98m9X3L/0Ddwr98q98i8r9yqBe+Ve+Tcu9yqBe+Ve+Tcu9yqBe+Ve+Tcu9yqBe+Ve+Tcu+b/0DQBA6aY8dVsACCCSDzVqQfLZyWccxKGT9wMAWm4AdMhpAgA4uqzxpWtuB9Ud4D3Q+XQOR3JehPNpMCRcBp7BzCgmJQ6ddhD7D06ROYfGe9y5Pccdt20Diw7UtIBnOb9z4T453SdzvNd0ciu8+t9hZIbsjZnP9Njh2LhwvaZNz2nPYU81FgUikmdhOzac/taTkDne+9Vz2N/2ntGcw7nx+7DX1xN5L2Oduf71Afmchp/58XF3zrx6NseZz5wDFznADPLm2sNnGXm83vOvOzDel5knw9+OvRs/eMf6PHp/zGYehmuy+VzPS+n3d9U338rMpwwvtSeUwDTfjyfMngdkGZCHW2pqAABtbeE+Dzodb3zvq+AZeM0n/xCP2P+rOK+8CcgfhIfc5w2Y5ofw47/0Tlz8louR3X4XUDcAAN7eAcpCztu2ct6uk7+LElSV4Pkcp5x2An7pr1+DU08/uHJvl9xyM17xn96G4iM3w91+BDyfg/JczmmE2zZeg6bT/kmIgMyB7zw8+vw0EWXGzOnl63eZk8+XS6Ao0xe+k2fJc7kuhRfvKI1h3QDsgTxP15jP5bxFAVSlHJNlaYF3nVzPjpcXZUr794N3dvr3V5bh+Tu5lpUwRkTpnriRd4O2BZoWNJumz5oWXNegspS/t2Zy7y4ZrHr/dux4Zy7vmfqGLeVZWhDOgXd25Ll1rLsONJ2C901By0aenxm8s5DxHUo38pm+k+US3HWAc6CySGPDLM/XtGlMHMmYxrk4sgxdmF+OZPxkIMGLJbiu5TqTSbwWvJfr1E3YEORaVBRAeOa/uua/X716ob3iDjDS4KhkWZxET3veV8M5h7/5wCV4+xVX4kvNIWxzie3m0/jU7b8PAHjuk78KpItIf5tlog3ty9PPw7WoKPD9v/gdOPX0g/jUVTfg+X/9O3jjZV+Dj9/wXbh1eT2+8pRT8d3f+sTwWwdkGbhpZNE7F18g5bm8OM/gZQ1e1iM7vQvWRH+xb+JqxO+s0gm7A3c+LdYxcZQWRteBJ6UsRp1gnU/j06ZJSnkOKoowgUp5RlWk4RnRtHLOthtVALrYhkotHUAylpzGg4MC4q6TidsFRcccx703luR682Rk8NI5wm+58zJuXSfP770ogLoBFkvwYikKwGXyh2TBct2MX2O5FAUQdmBdsPH5w7Myi8XJbZvmo6P+nB8Tz/Geua7jvCMiwHfgnTm4bcFqoWVZGhu7WTVr7h97RQmA+2YPkCah9zh4aAYAuOIzXwKu3MK7b3go/uLwI/DBow/Ge25ZAAAObU2B1vcXXjZigoaXS0QAM0484xAe94yHomk6/Ojr34VP3HArLpufhg8dvh6/ctkbAQDPe/z5KK3ZpxPLBTO36wAiUObkM2MVxOs3GxZreNGjC0YVhsv6nzHL9TZJsECAsFNDduX4O71HNSPV1XFpcVHm0rvQa9rJy17+6IIkM+adKAfuBhYCIMfqLpY5IHOgIhdlGu4TXiwS1vusm6Tk81x+7+S3QyvACutuDMgC90EBRAXRimJf1rKou06e2553zSLSxU15LrtyEZRsloH96rNzXUfLaqMC0/u0f+x9ORIlHO43Kkt9N47CxuSSNbJG9oQ7sCKOxFQFwIslbrrqFgDAI88/E/d5/Sdx4/JM/PEpp4ELjx/5yicBAG677g7Qsr7blzrtvichyxwu/8w1WH7mMPb7Cm91j8b9Tr8dV19d4UfO3sbJB7ZwwlaJ2+4MP4omYA3MpmvPHaXrRIvP59F8vkfS1AC5aOIDwcxet+sCslDvvCu5CpuEGbwQ5QqXrSgbKgqwnifsaqQLkhk8n8PfeVjcIhf8d6uI7X06Ss/RdUBu3AXP4KbtK1BHPRO3J5t21aD0Rx+3roH5QhbzsRRr75wONJH3OeZ6oGlXrDwaxRB2eTl16YabTDp5Hzva5bX2jhIg6vnavLOIX/3tH1+El7z6m/CEp5+Pl336OrzlQ5/FzsThKY99ML730Y8BAPzVn3wMKHJwngFtB9pZyC7SeXmxqnF9J4PpPXixwNFbZGWfftaJ2HfrErgEKO+qcMvJZ+Dc5QQHt6bw3mPnptvBc10YZnDrJi2sPAdlWdq5ijzuMmhaUQC6++lOBCRTmlw6t5qfed6bmLwTfOJSQCHd4dW/RVWCj24PxtbJJA3nk3Ew159NRaGZd9GTLBOlHI7hsECt8HIZn8uH6xN7wDvAt+Chjx1+T7OpuClEoLoB9HmKUhaSCztfsAhoNg1mbgAU2w5UVRiV4F4QETCZCEY0eC5e1sGiIJBH3PnZLrLMgfZtJaugFSCWyjKNv13sxi0lQN6vjpfOgSwbxxh0/usYFnncdLjzoEkFIgKHe6GiBM0myWqq62hNIc+Azm+0AoC9pAQ2yB233IXf/um34wde+0K8/Iefie/43qegbT327RfN+Nfv/Dg++f7PgdTHbcVX2rgzBrn60htw5WeuxQMecl+89GVPwu++7n2YXueQ7Z/gx378qcgzhwvf8yns3HwnMJ30fsvMwACoUl8XgPiYS/Hj7skOsBuJu+lxWEOYL8QXznPQRBZUBDdVAekx+tnA/OZlHd0itxV+u8FEvyfCyxpogu+9wbLhxULM8TzfeBxNKtm9myZFlr6ckmWgSRHvaTdCs9n6L8tCLC/P6Z3cA9mzSkB3Lg4hkXf9zt/hthsP44U/+Aw8+KvPAQDccO1teOebL8Q7f/cDKYSnyHbmRjUt182KSf67P/Nn+Km3/CC+9Xufiq99zsNw5eeux1c86hyceMoBLOY1/uC/vVt2FCQ0HE0jL1QVjS58B9mViyJq4GMqgGilJFSe2xZUlbILFgWQZ+AjRwPYKWFQRpMWmlogSzMpzA4ZMYHpJISZzGRnDoBhiBBYtFpNTOZksdRd8ss1ApA5sPcgG+HRBeUoYRq+M9938pydAREdRSuIAnDIY3hKGHfdsRWz6O3gGvLrOlEcwLg7ZHEQAKgbULXqtsVzaAQmz5PlMhCqSlFAYcwSJpHesVowvDOX4ww+QFUZLdnVk2vIUMY9Arw8wI4WyxgF2SR7SglweBgyuykxg0OM9UN/fjE+9OcX48B9DiIrMhy+Ywe+yMX0Dw8a0eZ1u1DTRLRZJ8RH3/85/MxLfxPf9zPfitPOPhmn3e8kAMBVn/8Sfu3H3oIrLv6i/K4LE8O6A0M/NMSYGU1/EWyySvQ7YzZS5mT3qsoUD468h2zVZNfJ3vmEUGuMmBnMZiJ0AyUQrpeeyShQZlE4ZnFx14mZa8J3HFwhAGkym5Cnnp99J7/JjA9tTGkiArMZty5xMSjs6L1Qahw7E+VwfbCNmUF6/2O4Qdsl1F7HeExx6281vDfkTFjJc4AbAFkEH6N47lscOtZk5ki+xl0A0qIHViJgPdexbdfiIL1bPeYR/5ziO6CVJU8bALcjd+7El0RdHRDSkV3H+nmWcBH+jjHuxRIXvufTuOi9n8FXPe5cHDx5H27+0p249OKrJPyzWMLXDdx8IaadXnsyScDPwE/2R47CTScpXAOzqIYTTHdvG9KrKvHvNeY8Nzu8XXy+v9NQWcQJp/5wD5yqmwgiRg4CjLWiVoJxK7jziU/APo2hkRgSC2h5/0ta/Tcl8Hej2IVWCreB6kYwBo1KIGASigFNRhB3s/iHY8J1HeL8okBX5l54Z3G+zOfg5dA6cele7fgE63QFIGQv97xukXJSfj3MCAj4iAFk408G79LewwbZI0qA+ibxsSSQMgAx7yU8hTRoAYSKfrLddfT/9uphMXgAn/7IFfLhPPluVJbIAoElEnSGbK+mlR0yhL7c/n3pAsyQG0S0FOx9cB2IUcjiYVQUQOdBnQcPEGvemcv1pxMx7wHw9rwX69dxYt3dFDjMHKhzYC+7H+/MZSJNJhGs4jsP9yIPlDkBD4tCIhyZnZwGcNRwXmY+03vu0kTmVnbRoZ/OdRNJYhEYVPISACxrAeiyTNyxZZ0WwdhOqKEzQKIcs4mY795LwMK6DnkuzxUYidF8twCuuknqipjrW/AtKouj2+m3w1AgicLn+Y6AfxYUBpKvz2nX10hE7zntOlDwNShkKgoZ624zTrRHlMA/jUQk3bLozM6tL45HwLR/aiBvtxIR7bGQmOcUsRhjuKm4TCam4gFAQpJnU5ksdS1KZ12IjAg8rWTx1PVmktLwp84BERhbRnNaCTgKzFEp2AeAiNijbYXOq5/dDSBMFSQyeX7eWSQlk+fCSATgb719Zbcfkxj12BTfH14/uC6q6FW464DFQgDAXY5lZEuGsC0zAwMG5/iNOBnjO8a/3lNKQOilgxCNMrus6ETxfvPkRzCJPWSgq6rvZ6mGVfos0KNcrtxflskOqcSacH9UVeAiB1lzPpwjmp4+KR+5diKSkO4wWZZcGT3OWkbBzCeiREqK13JpXOLzDcatbmTxB7+XshBCyhKnngNIKMBkJZ8HZiAKAcLIe5nEbZuUUxiP6LOvDF5woZwDdwEvGd5foO2iKkUhOQFFh2ZuxI4UnNNxMuejqgxof5cWoQXfLAg3qUQ5BeIRt120UhhhjMsCpFaVcZ38XUclbFeV/d28KkVh6ri4QPlt28DIzBMYm+fp3s07paKQdzGc/+zBSoxr2h4AvI4rwRvwiz2lBGJCC5BQV+bVyRITaFxaNMZsGooqAiJKqR3OJT9WJ26T0NjRkFIWGHg2QUl3ECXQ2MnYdel6wxfpjSLRa+niRvLven7v0Oez40L56gQY6scAHMrzZ0BpgC5VXvpv3yEmnzgnIFdE2DOQL/qLXZ9ljJRjGZMRDEz3Lv5totIqm1MTZlamtQUOx3bRJsT+LeCqY2EtvDa5CpbyKwranK8sAsdjEG9nL9GmEDJdAVfLQqwYZnAESINVlpv3pWCvZ8SHbdsYbqbcfAYkBRCS30jZgXr/wzFh348aDWRvKYEx0Re5Bu3XUI6Y9JtjvMxmsmtYKFB/qSvBIYEFCIALmZ1dF6OGIYG0SMLuKcQQTsQZAxbGBawL3lGamLpD2YVoxa1nu6WHC8QcPX714Xv/FQJVMNEtLz4i4JBdNMvSLn90BwimO/JccjU2XCM+OzgmOdHQWgGSiZ5lgNsQ99fIETnoKo0uhcUC6gYowjMN541V0OvQd3J9t6EowFUBasp4H/p8bspAVfXdR90csoDxeC+8BiU+lYVYRDFjEekZ1ALxxurIs2iRxfN2XST9kx6jkYIeHVyuwRtcjj2iBDiBfbpTqJkfFl8074BEm8yySG7pLSo9a48PT8ByCdraCueXz7ksQG0Cb6gshU04X4i/HLP4xOyK4GA4lsoCvLMIu4Ei3y797cL9r4QSXQqpeQaqQGjxHlwPIgFE/RAdM9CFBaGuhE0AKic6qmkhqgXQ1GI+jro7KVbOATNQ/zMqr6FPrsDUCIsQbZsWnWfQ1iwBaOvIO6pkrfmqina+AMI7gb6X2ix2DcVmq1TnOHbD/BK9N3M/VJWyCPV5uk6IaHan1fGuqnBNE45d1vJuDd+CylLmTd3EuU55nnArAIw8ga7BOqUmZDdWiW1KgIQ1l0vZBItiNGITqeTrQp5B9ogSEJFUyFrMa2VMBQCPd+bjKZcbxJ14EHx0e30GWNsCt24DBw/I/5WJBSQ0nXkleYSqCigLcJ4J1RVITDBK2lwBL3RdCuFNpwKy1TUw34xnrBOqyuR7DzV814G3A204z1d2QppK6i53G+i2/1JSh+xM9v0svOMVHX/vo/KKTMhAG9/VPdVhIW4wqSVrdBDKC2QdUda7eB6bLGXcBW5b4MhR0AkH1udH6D0yR8VCs2mPAIWj4z895qoiojcC+EYANzPzQ8znPwTgFZD99y+Y+VXh81cDeHn4/JXM/J5jXQNAH4Sy6POYGZxlvRxzAOOobueT/2V3qbIIk6CV7xbj8Vqu6951ehMzAGQ98QwgsOAmkxVEWH4XfD2bSty2oLZN+IHWCAAA34E1aWaiWIiZCNHX3l00g703u6ZPWW0AmN3ILpmuz4tF/z01TVKQaqY7ElN3sewvisLkOcjF1nPn2zZy42PdBHKSGzLIzuy5VwCQObjJVqqRoIeGdyJj1mw0jwEkS6WlHssPVZU4BZbnkDmg9eCQI8KLRcAaBu8lbGTcdoCT8Y8hwmBx8ZCjwYHFadaEBQt74URzjZ67umF+7GZrfROA1wH4Pf2AiJ4K4PkAHs7MSyI6NXx+PoAXAfgqAGcAeB8RPYh7dLURcRl43ywAPR1okW/Mf+75X7rLlyOathNwiWwFlh66Gyb/OuQ0cOFV4m4eaa8h/l4WaQH7LnEMFCQcxIDjS9F71oWoptsYC9GmAMOeSrGGUFSD/caQUw/wtElEAMAjzEZNu1b2malU01vI9rzOrYK5RCPRgFXFG1OIjRuhylUxjJ6iGpvccQF36Tn1HhDGbBdMuvSbFN3pgcuUCohEF9XgBeqzq1lvqeQ9DKcoEyC6LvRo5+EwsjI21ndDjqkEmPkDRHTO4OPvB/DzzLwMx9wcPn8+gLeGz79IRFcAeCyACzZeJHPw+yfi5zaB9GEn8joKsOGKkzMhMoveAwlcAWRi6MLJXD+P31RxYXtN/b42u14AzNh7UFmIn+Y92FOa8Ir66m9gQCWkBcnDgirhXiQ8ipWXaoGpXhELdT0saWgQOos1BpT6mucRaRZlk6IR8Azk4b6HXIoRHxRAUpw0ogiG4qi3o/WUu0YodCzWkcjGokMmfBvDs+o6jd23Pf8mrr3JEyH93fB8+u7tO/UM9sESseMS2JcRhNbr9zaM9VGvnhiCWPqtwVc25A8cLybwIABfS0SvBbAA8GPM/FEAZwK40Bx3Xfhso3BG8FWObLsGLWvQou7tLBJvNewzq8nDJOLlEgQxVdXXi7teiIdHqRt5eVUJaCkpz7Izx6IWAX32QesaE52bJqHdIaZtJxwF042UhefTi7TMMtYFPMhOBCDXa0L6rGdh9Kl0SZFF009BRRtnDvF+tMb1WNY9M5b27xNlOl9EHgFNJmBFx4ObwsulTFbLmLQ7l1YeahIPoacAx3Y4lwFNIruwrcyTZ+B5mAdZ0WNwppunFB0y9RTY+u4aSmvbkDxWpHvXMcxz8fc9A8jEvB6xLAWQ9bGeAbPJ4tPNKChemoSaB20LbsXS4515SroK/JeeZaabVZvbiyaXryhWNoT407IM4Hcd54DyKdB1iVQ2IserBHIAJwJ4PIDHAHgbET3g7pyAiL4HwPcAQFWdgOzwAm5nIQ+x6FN2/9lEQSCgTxUNO5uCSnwMzaoSn0Nrvd0NoZkAiGpi8nz+5QHL9N4mJXi2H4vT94E6Rrb0yO9awB3eBhYmimJAzfjbug5jVafojIpLoC7P52ES+jgJaTZb65+SSWXe3UNwYtEZ6yMCY1W1ci0FZncNDP4rET5y5LjmGXD8SuA6AG9nsUsvIiIP4GQA1wO4rznurPDZijDzbwH4LQA4YXYGk4ZObPFMyIKLhSqP5esOfPvEOvQpNbmuZaCIxP0oC/AihSMjWegYyS2U56KZh9hFYIDxfJF2msDIo8kkFNnhvpmu4bXwW6oq0f5qqu+GVqq15wrBJ3i+AI4IHBwR6qkUn5iduB/PecmT8LRv+mrsP2mGL91xF97x95/G+9/5GVRXEdxhSq5PUfSIKBHc02In6lo5BwwKrNqMPxpzDVRhaCgxFNvgZQ3avxV5FyACZtP0Pi3gZsdmpahGHkO8KyHaQPACghWh+Sf2kEklyq7rRwXEhUzFXAAEIDJR07ltU36C55iUNApIKg+AWTAxdRO1dJhWXyqKPuA6FM1f0eKrMb09jPPxRgfWyDsAPBXA+4noQQBKALcCeBeAtxDRL0OAwfMAXHTMs2lq6xj4EmTsMys2XzviBGrSycqL3wPoh2NsWqryCo4lyu5TzTssgrmOOhvopJYxuBLCJEo++LH86tF7k+uPlbY64YxD+IU/fSXOfkCqPH3KCfvw8HPOwJOf9CD8xE+/A/s+zXB3BTM97OSjuIwl7ejkDdWU9DkIADusx3V0cdrv2aeKTJq1SZRCmhoKs88X37mJp9/T/A9SpRzm5Wzax1yGOIX6++a6MZqySdQ91Wva4zXlfVLdTTAT/apUGyyEY852IvpDCLD3YCK6joheDuCNAB5ARJ8B8FYAL2aRzwJ4G4DPAfgrAK84ZmQAAJiFsBNebK8Qgjef6QDZwdeHVCti+McAcnHSWBDGaubApx+dPArQWKCp87FIpoYtI6/fnkN7ITQNIg03c8nVABJjUJ9dC3gC0OKoaRzcymSJLop5RjJ/4CSH4RU/+y04+wGn4MobbsNL3/cneMPl346Lb/5JbLeH8ZQH3h8v/PePRTeTFGa2ORpALHIp5KFAyFFAcQhgac09ogDa5mlXG96bjr3uhp2XHS9gFHHcizwRyvS34fqslO9Qc4AMbjHK5rP3qmCp+RNDw1rURUu0q9uhvxmKsvb0XZmK1ABWQtuAKFBWjoSdu0BkLIrl6lfHufNJScdK2nJNyrNU/GRD7cTdRAe+fc1X37nm+NcCeO2xztsTgqD2ahYrJ3vWT93EELF3sjvw9nYyfYgj/Zo7Lxaa5ZgroqsTrmmTGWhNwpGKLjGZBBDmWedBCG6DAb8oTFhuTMiok5JncXIqwzAk9EQT1nfJZdHzxmsatFy55l24J+UZhPuIjDWj8E48aQtPfNZD0bYdvv83/gzXP+oavKy4CLT4ID584zaecdav4IVPfBj+vPh7SYha1rIjK9CmITpd4Mwxn4DUdVnWUgXJREz0e7+9DTfc6YAAvAZQN2ANUPq2Vkwiif5IBSmfSECGBqzjB4T7dIMNwh5nZDRPxAKDtmo1azHSfj6HWoaU58mysxTzLCkVWtbyruJ5NRzqwJb6Hsq/yzwJz6BjkVH/ecoiPQfRau+LDWXT9gZjMNZ369abjbuVzCV/fme+/rg8CyQNGk0l/nIKZVkqVHEPTFSahQhB3WzgNnjwsoYLjTssCHb2g09Hlmf47Mevwh1XHsaR++3DR3bOxVnlbfjc/Co84T5LnH5gPw4UObYXS9B82acrK+C2NYsLLPq6yyWwCEVX9gmoGAuiNC14+0gCO4/3+bfnK81H4neTShrK2CIbi8Xoogdkg1Bg0G2t1vOzhW7jNTIXG50MFQdV1T8J2MjaQAbYFei3ru7lilIwsjeUwAjaTgoE2vRahIWwrGN8X5JFSgxTihUYifFzO/liOScpHsF1ncJ0dQO/XMLNZpJiqhbKmLBUcqXpRM6vfqxnoCjhzMCz9xLmKpoUbQg7gRSNHLl/lUI6CLE2Omk3lLZyJGBn08gYNk3ESxY7ouxOPHk/TrhqDv/BGV5/+7PAZy1wYH4A//n8At4z2jt3RAGEkFas33eM4hRR6kbo1JMKwypFoxIYnbYisSqSmIq9XIJRJiq078CLZUzD5s6DEHZYU6cx4gdNmwqgmnGKxwGIpK5QQWoo7EmsK16t4x+LyeZ5AlXbUGV5mUUFzouluCtZ1g9lqngp9x6VjCk553fm8jxFAYJEUqJjoFYoETCdJmWprtGe7zsQimPY8soRMGpaMDfycLvkuseGEPrByO4TwcPJJCL3CLHkRB5y4k7kWUR8R2XN7sZazzCY6PGeWMx4bsJCHptwirpHv9cLfwLYVXhyeB4AuPTiq3DL9bfj9PudhOc9/SF4599/DvmiQn3FBK954ZOQZw4Xfehy1HdsJ1NbqwcNmJMUK/aMWG56TQ25tu1GnzQBaiPHKMJvnluU5oAc4/2Iee3j+NOk6lVLGr3f6DmtiWYMwwdjj0Ikys/KkHredRvz+9cqeO9Xvu/1bBhiXvb6Y9mbQfaGElAgJWhz5EEZtK3sPszggDQrFTSinmQ46YaqqZlmAPp59PGaCrq5PpqeZb0dIjIIFZAbCBFJ7oEW5xwixlpOTH3JCIQh0UZ7YSYly+RpYTiSUOnguuxg0HUDHJnWY3KchNQ8gDf//Lvww7/+Erzyp16Ap37s4fjCF27GIx77AJxz/1PQNC3+6L//VdrJzLsR0CkxCRk+dbhZeV6k51LmZMxONAosdsnxQmii8N4mlQBoVSnWDxFIC4MoeKbVgrwXy0NbpdkxMiEyVFUKuQJSGGVYwAUdgAB46mbku3GlOyBAjYLJQyZg2wUyUAgbrsuktBWbgeQO2Ocz4VndpHoK0WV963JDJaS9owS0vl2oPad8fNK8b1NLjQzyLIM64idqjrcu7jUViDhkLSbwy6WyUG0bi0EAGM9PIJISYBaE08YQVRXr5vGi7deSzwxFWU3/LP1WKyz1gC8bRoJsXGwnX+A5kFZnChwL0lxzAH/5pr9DtW+CF//EC/DQR98fD330/QEAt99yF371P74Vn/3AJXJubZChUuQJcI2m7/jE6incAGLFwqjLeeJEZJmYtkTyjomAvAxNaBz8CVvgQiY4lQXc4aMCHIaGIVSG6j1dh1R5w4ii8s6QaMwYaj0EXoYmJRG8sxvBGgxD085VTN5ArCaUZRJhYZbiqMslyAWXxJa86w1e2IhsR6OhBHaqFMJpejUaeunVVv61VBaSXm6pW7AWxtxNQwihTRrFAIgvutvY6vB8yg5c3r16ej2pSqG/7mBjL8IIrmn48ThEctid1ECICU6G+mwyGt/5W3+L977tIjzh2Q/DCSftw43X3IaL3vcZtE1SlFpPECR+sDQzDX7nto+h0pgpucZSOl7hqgytG0QAACAASURBVISvctQnTlAfyOBz4OBnCbSzc/fHyHepG/P07oGTtoTZPyfDcGNTEdtRa/S3A9o888bajHtDCShIo33vFNiZS1XdWH9fZVmnMIw+mzIG23aj/5OuGczTxQJO0WwDUPL2Tioq4tajstw0fQshVM/h+RxoKrEsygJoQwESQ0vuJRNNJilODphiIaFxRlNHwkfsAkxOCnVs78jvZxNwVQLbwbLQqrOhJqD0BpTn3jm6wN/8SeJx8SIURqkq0HQirMOp8W2tEqvKZFbrRJtUMTIRlWbMwyCpvzBE3H2g/eZ5LM7Bi0X0c32V46775Th6XwAOmN66hemtk2SJmKzOUQU61gtw/z4ZU83/sOO/DrfwPtYH7D2zFa22HAhOAMQdY8FztGBsBOzMIo49Ku1nJkS6UpU6y4SFCqS5l2e7A2FHZG8oAW2uOcYEA7DCohoRnpRS/SW0mN6VaNEGPX6sAktRRMrprls+RdelDqauBXLCwmrb8XoDKvZa63LBWSangpsgikVOehKAT56UKW3Zfq33xKZxiYKQeZZIQ7sRR/F8w/JZo+zHNbs6LWu4ZYvyCGNyq0NWM4q76o1m7TpR5QYg8R46v35cx8Tee8hx4LJI4zQmS3E1R61RW97M8gk2PYdGsKzCmy/EJe28uJ11s9FKGJM9ogQgmqyTASMg+eJeKt1SNggh2npss4nEpJnFVLrLLAQlFWkud5x0HcDil8cMOSdtvwTVD1Rm5XXDgD/K+gMkT0Brvqsl431kyDHQf8GZCx1vBnkSahlEUosCl4kCGmPzGQNwKUNRWYpDdNjWCwyszNGpxtqIJBzfdsmkLAoQD/zp1oBlw88UnC0LIRvlLmbOkYauBjUgIl4AL2BpOLfbabB1Y41iJ4drGG6nDtmKHSIR1abQRmKOMh3baM4nTGJpaj9mYqHUjTQDCfUULNdA08WRZan0+VB5NE3K8TcuUS+apO9zlGXoImgpDUkMdd0ZZqItR6enCUxQsUIkJBrp1Zoi3a5aRFb2hhIADCtQ0XE1gboVhDYy7AK1tbnPAVDnQa2Hyx1c6NbDTQOtdJMSkAaDURYr3YN6aLCpLRfDdoriR2CylYWmYFfXpTTeMTM1FKCQ6jSZhNJUAdTD+LMsUJpMzMRwifloIyMqqgRsjrwCRiO1EyLv3v5fU7SpS1EJXRwm74KGLgoAbpFSdkM+AWcOyMrgmvgUGTAiyj8ofefgju6gbFoUt+WAR2o9z8His4vRJmHZUHKIk8cFad81h7LmZSjIEovADGjGg+IywtwL7dSUM6BEtwyIoUT77qPSDPNmWGhGLQYtnGpB5mEBWvvutL1brCpUpPc0rC+5RvaGEvC8kh0V6ZL6YkeEHcGfMMP2GRXypUd+tEN5WFwDAH0fb7gQlQQDyIvUrL/MBRM7mLRqPejEA2LYCuRA+zZ0jx296RGNPJ3I9SzWoeOgE8aeYjaRibDJFAVS6bCxBaf1FIBR92lXKb3kjGIKuzgH1pxLEYyelIWUZVu3M9kuPEeOghZFjyknLMANprw22gAkL19dmSMmhc7+1jnQgf2J06AIv86hBVLoVSUobQoWAoBIWONlvbGFXnqQwL84luzWZSlKkFYo0udXUl283rjsDSUQOPS93T7+IwxWIOvQdAoKNeJo28M5h+ktJTgn5PMOVIciHLaIgq1irCZoWQqOMF/KJGvauJPT1qxvDbTiR44CQk0rrkbYxTnUn1uhorIHb2+HiIeYoQSIYlHNPalk11oseibzygKum7Qz2eq9ltCzsxPqK4p5HYuPhuiL7s62x2FMo55IHj7vLJIlFc8rAGLq2RAiBkDAdEI0JzwX1zWobVPxj/mi1wOy91xl0S940knhDrItvvIcKFLsXcOrseVYloq/YjqRZ7fXGYC4yDPJk2CWcHTbCtDadfL7TMukZwKWatu2wDaNrp/G/u35Q2ovnKGyG0uEOSmMqLCHYWi7AZgWbTF3YCieo3XY612xIcK1N5TAQKS9UkJRaR3QwQyaL1HdeEQWo6YkN22fYx6KOPLOXIplhIQimqdiHXTohFgoAwihpOlEtL1Wfh2G+din69jSU1UlE+joDjBIoowTMs8355ir6A6lxUbDZyu1E2y1W73/spAioaZTcY+sMxCNTUtUxokimVTAP2dhl7sjZJqH2hqIG6RX50GP3VmsLD6ez0MJMcP228C/H5WqSpbQYCfe5KOvk3j9kd+SZjgCdxs83RtKYBjGKQuwluPWRe1ZHtQcyyH+ScPacQpQWeWhVX5DgUeGj+21o9uhLLRG8rvZEUjBMqsALFtsWImIKVkWIyZY9KWBtIs6l5Bk+aDvf3deWqnZ+gPaISjLpDSW9THzPO5wyJxUwNUb0NqFROKfB/KV9eklRRqpVZbFQAIQFc+nyq8qxbIwbbN7XXHUytA06vCee2MnLzXcp7grpIBj6JeoeQy2eGjk8QfXKZJ11pWaV9wpC6w6zwHA7UcA2Pt+gxXNZbGupcWyHNJc0ksFlijXmq/iAOdBCCCkVVoZAXD9vIQuzKMizX1WzMZuDDErNVXEIoS58q8CE0Dw+3UuuGzV9NY6f1YU+Wzb9J0FTSxA0raJ4WX8sdgJxpYXV9ejzRMwBKSFryXPmVPHYE30MO2jxyQmxFhfL8t6pch69fl0wVFCzXtluMnJQlYwjLR+QKAbOyeLWSMLsbmLB5pOEnPcBL08dSWjmOcEkGri2RbcOjGLoHi8j516+sCdiSZYgDPcc/w7WlQKsiZU3d576vHn0uJUJa/6WK9tF622NtP4uyky0xONzVslEBXUACRUiRRhy5jUHH+lMPcv07Nc9PlsrD9EjagwAF9nakmG81Kgp2viGOeZKOTh/YzIHlECIzJWfHOTuRdpv1kEvKgoEuNQow1j2VTht6wvfr5Ifp8ivNNJT0mkxJRwn5vCMFbBlQVI23FNUux6nWhRy42ikz9gJ3qPtGzA+zJwnq+WSwv0W79cwmn5Kms5GdYlm7EVvMCU/h66F0TgKuAutp9k714H77HccD79jSbmzBcJjQcArYU4AqCm4qED2VQ5al39Q50LxyNEyYrthf6y8QKqm6orD2SFxWg3xF3e7zF5nkT0RiK6OVQRGn73o0TERHRy+D8R0a8R0RVE9CkieuSu7oKCWaN89TW7KCsbcJPfF4p3AJDz1E1fW49JUYba733sIcbKB+Cc396B394Z9a9jt5lCUG1JZR64JU3dyyLrsczqph8mDDtWT3k1AVzKHNBI8wrufMhTCKy1UKmJmg7UdOAij3+iEtNGm0VoZVXk8Q+HDsTDiR8xDWt6ArEASe9YJRoNlYs1548lIYYez6U0Xk0yyzMBO3OppGP/jCZ8aWrtGM6k8XpNB9Y/gc9BoXqwnU/xHa+5FoDEgN2Zg6sCPJUu1ug6wW0Cg5GDy6p4zsZ+iUMJ/AKaTcUVsCnwRZkKx47IbiyBN2HQfAQAiOi+AJ4J4Brz8XMgdQXPA/A4AK8Pf99tieyoZR2ZZ7ybXuxGetV+dwFuye5fpmgFIOayKewAIKLQuxUhNo2AShvKQEdFZnIBLBK+Fiy1sliK31+O9KrToipA2nUaU3dx//pJg7oRRTFN9fNoA+DImQO0IIotqmli6LRm5+MiB3kBgJXGHMtrH0N6zEWtdjyp4kajxWRisROT4ks2utN1KZdl3bUUmGNe3Z05ANCzKbAcaf5qrzOgXI+KaZfHw8I53oO3xwuvrJPdlBcbaz4CAL8C4FUA3mk+ez6A3wtViC8kooNEdDoz33DMO1GQi6VQSAKyHIg5pM0avzb4dr2ps873cVlg9iVfS7u9RK67LhRtBaWavUl13CWxKVTPydwKiSl2kMmzVP1H4/SDW+qxA9OHKb5udhGOTLzwXVEhVtxVEA5IxwRePTeNhL6IYkGSHo2VKPITYs+CADLSYhcUXTJstroBNZLyHd+TlldzLroItghpDxvoZBfkSSmViIoc1LQBGBS8gjSOP8iwi01kNOV2BDti5uTyBGsntvxS8pV1R0yqOvJMAEK1RBRs0xBoWSbrCoj4TATwTGEQNE0Co9e5PoC4PQpmAxIejCXoXHIZ9B1NJzG1OxY9tmDvlzuLkIieD+B6Zv7kII/6TADXmv9fFz5bUQK278Ak26efhU66PsU61fzSAdbJE8GvQdqqoxWzXlJpB4SbEBemzIGXHbAUhRIRbaultaadpghbRt6Y3xUUWa923NBaPBZf3HSviRBXTDNONNiYVOQZ2gEZFBZF14FdBmoN6485gW0W2dZJEms1klynaVapxlro09KQg3Khuklgqc0d0OiARg+cA1tg0Cgm1velm6Z9pxrGVIXYSuQAXcoH6CVmmfkZk9MU+CxyiSx5j9iK3Yqd22Gnl/oMFMFmNC1Qlqkrs+VVWCpzHH5O3YvazUo2JkZBQMHYsVjp1UCy5kyiUVKQXcJfvpy0YSKaAXgNxBU4bun1HShP5fBZ+l4R0iaxnhScWTEEdQf0nECY/k2vDkLXSdhxUgFuAb89l52mqvq/D6y4VBX3GDBKCGliOd7FZoXeuxvwZtjtFkgv15JQhhuLKS4SsyMXy2i6qqUSy5wpngEkcE8zM63Y3X8YKaibfo4FIFEFi3PoQrLPAghq33Zi9uvkX4cBMYtCaVoZg03JWPEnIUoEyHMq5VZDrGMSlFZMUAv4FQd3IrJSDVbA61y1GD0wrtBY9IEoUpnJd33rCejfayh+QlaRx/PtDnc5HkvggQDuD0CtgLMAfJyIHou70XykJ8q/DiYyFXliR5leBLEzq3MxJERFIWmaeQ7kQQurdtTBa9vVck6K0Ac0lcoihI1cMuOA+J3ei5Yhizx5w9iLVkpVAkfWPOpiIZM91MePDLThcbFirSEA7TNdgfQZlAFpavLbBiEAegAmt8KMpDK0N9+Zg9VMCdYDAGATHbppVxemodz2UolHFrDyF+K7bbu0uzsHzh1oZykWhboWyzq5NEUu97o9jwDaRjRdU9UVoAtpxD3grqrWV/qxz60txFRCDgsxxwIvw8K1MYsxz6T7tJK/XCpcysta3NWug5vN5JxVmd41kpszljZ9rPyATXK3lQAzfxrAqfEBia4C8GhmvpWI3gXgB4norRBA8PCu8IDdiGlvtWn3ZO8j25DWTMKh0NYM6xpoUhmiFswRcCHT9z7iDPMFfEhsIu8lz9/6ZMP7bFsQC704djvWcKC6E/8EQrNpAtY2sQfDs0blSc6w81bN3N0KT6W7ElkSiz6/Jhwdz7lP2Cch0SNHYgSDZrP19Nq2hVdgcNMcCZYIzZerc8n7VWCOXKSM82JxjxbnMcVRH0Df8D43yTGVQGg+8hQAJxPRdQD+CzO/Yc3h/z+A5wK4AsAOgJfu6i5M9lQUraw7CeWnmkYmS1XKgrUhEK3H1yFaE0BYaEWRSC/yQPJ3sCR4WYsVECrjKjgW+89rfXsta6adYJgBZKnklsticcrEYHOJkGItmukwJp/3ohc8KeFwYJUKrHkFmrKsxy+W/d1JK89q9lzIakRV9l0nH54xFq2wyHXw+8Pf3IQ6DUNXa4wLYOrfRzFEF1rIjoeqFFDSJitxSHlWnoLlPdSNFE3R8dedsSoNH0RawGWHDvbN7xV/34FK9aE1RVewH0k3DmNYFAEQNMSlMMaxDN1AUi8CB9LXXDexialcK1RXLlLIkqoy9XisqshyjbkW1uWhwD1pjHWj96v30XyZ3IENzUf0+3PMvxnAK3Z15d5JQthrpFik7TXPyoFXs6sz/mpM0aT0G31pdjIOtXksOEqAUoRDEUiqpDIQmGPtQ52c1Hb99lEmiy5eN04y6qeSDph4pCi7mnmKFVgQS+/dM5CnMUDdiFnZJRBoxScP7laMc1sx40l5lnx1/a0uAB0D/SyO38iuPdz9TKFRAD0uAnU+jiHboi7DaEab9XkIlnVJ5t2TE3PaFhUFwMWGELFlmeq5LZNwkGugxU0BrNYH4ATarYgdqwggmmSyzktUKnRqij0kLdAIBJwq3I9ls3o+Lmtg7zAG1c8fECwiAKYLqQekeNHapjAkYHwnmHPE3yQQKg6u5XoTCbBTFql4qH0ZAZvQ6EKctJpuDKxGKDQSYFltzOklp4sDoTIxL5cp/JSZXXEAqHHnxYppO4C7dF7Tqou97ISxWi8QqNnmvCG8ucI/0POYnHy2VZP1GLtjI3HbNYoT/XlH4KxMi9a6FpTwHC6M4mMGulzGe+gPD5S6+N8mCzSEk6kcWIJdFxfMWsAZCUwE0A/b1hJapEw7UBn6eBwX6isEi+84lywgo7SJC4CDie8ZIE5jNcxbMONDLnQvGtZZ2IXsDSVAtMKuiqLpodFM63o7ETct3KAfQYrrV1FbRt92jIFlrxli5z0gUVM/JyV4UoCzTKiWTZvq5ilYSCFtdDqRWC+z5JnPF+KPK4GlFd4+bO55sAioaeFHiESaI2F3+ghu2snXtsBslth5zEBLKaQFhE5dWTxvzEEf7uKatGTr8ZljOM/AVQ7qUsiTnQPtLGTxl8Gc1pCvLdMdgUSzGDcxpDPhw9sKy5wHoE7fVywKupSxrKpeL8CeJdemBh1Y1mCWUGrs/ad8FLXSlgasHkSJIlehbVO58hjXF0XCi2X6LMtSzYL5smdtxB4YzRLMwlTkSSjIslj0FUGex6xPAL3U85hodgzZG0pggwz94p6Qg9u3BZpNV1l991BoNpVFrOyvqpKJDcDdA2BsTHhnbiyUYMLO7maxki/HfRQ5UAU0fqQN166ECH5WiZIcUbg8yVN68+LuVXH2gXVIGoY9ntvT+gl3o4GL/JBiPgtZavuG84gVFxSI5b1oQtumMZ5ONgOWw2tVqRr03R2bvaEEiASht6CeLj5bXkk/V1M7dMiRRWRi6VYTAj2fbwyt5SzxEKzpHRuOhKpCPF+ISZonNyGaXsb042W9WgE3CyxCe+GykPspi9TqS60YRX1ttWGVyST6+chzocQ66o0TmFMegQKdkwkwzfvH6HNr6zB1hXKLQ5iMvRCX50JqLHBVoJsVcHUo6NJ68VdDJiRXeXKjwjWpkz/wXs6jO3WegbVnQnAHFKNwgJwbkBAiFWAi8DTspk0Hdl52/6M7wu4M40neCwi5WCZsxC6wPAN1UjgkMkuZe2Sn3iIjQwiyzMU8A7JJAobVOtF5PanGF/aYHx/nrigRmi8l2rC9I4V1iiJskEL+4mUNasM4h2cFIFZw0/asoaHsDSUAJHQ3AkMpHTVmcGmNPPKDCb/GAjCMvdjMY0xiTnyRBkt3Zs0AZB/BN9qNFdADgTJQRf3P46Iw914WQODHq9lMvOzfI5AWvyq7rgO5Na8yFmz1qwDY2P3q37qbDCsNex/i+eKnciZ/+yK4SGhBy07CderfE6XX5QE/zQEGMnUfikysgozgqxAV0scdApXh30wC+JH2SogK2aUsUlPbAMs6biwcOR2DsVD6cG9cfHKpdlPOm1KOf8+FihhIyjal7hjEs3gP4RnyvEdyAhAbschhmnYeMI48A6NMlPI1sneUAJD8sK5bIdCQzRPoPOCGQNuIItDvern7bnORhQj0SSTCDh2t06ZKVtF70CrAuotkDsiKlCASC0d2Mdx39vln4nHPfhiyWYVLr7gJH73gCmDZwmlorDHPEEKOFPL3AYTICSdLxvLOya2/d/vMKjakFmi6FPoKQLMCDS6hSsEDcMxw80Y+C7s+0AHRUAs1GBzAtfjc3SRHrhRaJ+cjLcKhmylRivkTCZyhwOJAYuNWpEKv3PbzL0bFB2RfE8S6LgGc3WpGZRw+LWSrY6diXFmmkANjIlqc54Dv+m3ow/y387B3HdsZir1kkW5t9e/PsDgpY7DPAP+vobwYkezWbQCqdAcaacPNdS1+WVWlHb5Z1dJjzSRoMlnfVciGg4B+WrOt9hNvJOxkBsSjLAOKLHUzLgMBKM+AebAkqqAQmhrTg/vwH1/3EjzxWQ/tnfqaG+/AT/7sO3DDx69D5n2/q6zpT2jHRJp3BjNadwhH4/RlKzYECcjCihVrBMDyVQF3dC4x+TyYqK2HLzL40oEJcJm09uLWA7kDzWtgWcO2LGMEsz5YEt0kB+ckJn7TgZYdeJoDXVCgHEC43EVXAYAoaQM4xuQiotgSXU3laCVMJ+MtuqwVpGxRcmJiU3BrlnW/+KxxNTGdJpDPkKAozwB2KcLQhlyVFgDL/fP2MgKdmgDEy2W/CK7dtNyg0MvKo7CUSwPGux6PyJ5QAlTk8CcfiBOElk18kHsibOsU6gucVvIiFsvV8t5NAywW6LHjxs6rCK2jzSmfKt4D8wZ+e2fFwnnV616MJzzroZjPa/zlJy7Fzft28M3nPRD3O+1k/NIvvBD//jW/h/YfCYUFe0YU45hEZmPbbWx0Elt0mQImmrbrtybotgr4MkPZdbKwGwn5+VmJ+lAJf/YUO9TC7TAmd+YoD+cobluf9p1tL8FFhm5Woptm8DmBmlxiFWHx+4BdkFdrwgxnGfx355I7kCfri6I/vDug2N96u3QtPlbxlqE4yf3nrWkilVnRpCPvwUePD8i822JS7mmSUr03yZ5QAueefwbe/aGfwHsuvgw/9+b3Ibt2ia0vHoG782ivNVisTaelr0wDEmQuAXEhLMJdJxx5Zf6RoNLoAnd/OolgERCAxK4TUC5UmyXrx6lVYNpbEQIKbMub6b+VaxDi/lQWqRee97j/w8/GE571MOxsL/GyH/8DXPTAO/G1X/NZPPqmD6K4z1txytYj8Zxvfijefu0FKG40VWhyqY6rFg0VeaIC23Drsl5rwrIWXEGwrCZVv4JRANOIGdmiRTZvRAEEV2F20hb+3Q8+Hc/5xofjpH0zzNsa7/zCJXjju/4Riw/cCreokOmOxWYhZwQuc/jcSZ+IhpAf7cCFQ3Og6mVbZksPQDAIX2ZwjQKD4jL4wgEokC1aacLahTLgOl/KsMN2qaOzjoZVolSWyWcui8Bd8P3WeOE7YWeaxc4cw5Y6t4Cw2YRuWLESUhe6Y2cOIKlhiOkkuQea3GQzAtdFH4pComJHtmNbNuGGGJfQZKBuKk6yJ5QAAJRFjuc99nxM70v4vv/1lzj7tgnKw9sbf8MWrFEA0SH6kfo5gKQR60ZewpBGbIVIiBxNygyLpBu9rvriWqwiMPt6wJt2ReoRYtL3T3jWwwEA73/3xbj+mtuBBzrk5HGHd/jU7X+Ap5zxSHz9eefi7bgAXBUgVQKO5BlNteOoXCgh8RuthSwDIs+FUutuO75EQOvhdLcNvvZskuO/veHlOPfBpwMAGl9jmpd40YMfjmf80Hn4nrvehsN/d31sJ8+5Q7elgB/DB9OeOoZbSkERhixuX/TfhwtdgbvKxegAtQzkQDvJkNU+ta13QGR9qgTMYgiI2ozJxI5Mihxd+NyyGFVC0hBgwLih6DsYkpvGDo21L0da8GklJKBfOt2RSdnmPl4yTSXveljVGtklPPlPK1cevRZ/etVL0PoFvv70r8S5j5ii2ReKJYaJHUtCWS2pu759yYEdF7MRTWgqpnsqUhv9TTmOhhRd/d4AYb36BkMmohf/jbX4qfqk2i/eBZM1/LYo5eXedesRFEdbVLc5XHTD/fBntz8a77/9RABARRmyBa9ORLU4XKodINcSYhR76a5DgTVIZjIBAjJRFUxg/dtcg0L6LzWBYNSmcfv2H3g6zn3w6bjmpjvw8gt/E3/xxcfgY9c9HddufwwnTWb4f178dAEGM5IwXubgqwycSRSBC8kY5IxEARD1AEDZ5WWn9zkJ5pDL+YjDvbXJuuBMMIV+hya3OmZWdIGrS6f5B1oBmAyNWyV8R3kWy4qRFi61FPVBeBGZC70C1qQY2+KrmmcSWZwu/dGpprksayjCVJaRMRpe9kZgeE8oAUcdpv5j2GkuBQCcfSiDLymZ8JkLjUFdKlntKJr9K76cDuRg4GNcFUiLOA+lx0KyT/TZNV02ssZCJZ+mAZvabzSdpJi+7+TPcil/FstEOc2cPEfXxTLiV3ziKgDA1z734ZgeqXHwCo/mY4fwF598KO6P5wIALr/sJhSHB/X7NL+gKFIVG60ZYP8okkyU6gf2Bt6l5CWdMKbCDs2XoGUtRUmCInDe45nf/CgAwE/95l/h/V+8DVcsT8N1y1vxjmt/DjvtEo85974488xDoghyB85C+XbP8IXr1xKALGIBGgOHoGX4jMQyKEURsCN4k19BnQ/uAsCFKBlfODmX5jtsElXQGpbOskR/DvUKRdkPmJgUlEZcnFlS9Mwh+tTJAg3dqyjPQbNJmrfDWwmbBgclLv0323TscMNp2z44OXinsYpT/IxSyH1E9oQ74Lv9uN39MPaVgpB/5hJgcmdAe6tSfPDFMkUMNghlLlJxj7s6LHMys9XfJ4o15mxjypW6c6EeHYB+jcOBoqI8w4V/dyluuu52nPWAU/HaX/sOvO13/wGHr27xtK/+avy7h0iN1vf82t+iuOYWQXoVtKv7tRaO+Ti2xt6m3bEQNh+OHk5KwWRgUldg68AUJxzaws72Elf9/VU4eO0Evz5/Gg6degRHdyo8anoTnnj2/XDWgRluNMlBuxHXedBCnqmdOdT75LeuZWQ1o5s4ADlc8MF96SJO0BUu1viP59vhXYGDPCn7qc33RNQcny+kVkMXMgWH2ZdjP80zQHMRFH9Sstg9kWEXpoHsCSXwgAMn4TvP+W4AwOs+eQFu++I2zmp8P31zuQSq/fJv2124LMbLiAOp14DGXstCGGFaF0BTg9tGLIDOpXCMgou11Nqjsozc+9SY1Ey6EK5iPyAyAcn9AHr32jXAz7z49XjtH/8wHvGEc/GIJ5zb+9n//C9vxxUfuTx2xV3JfwggHU2q1ADUXrtuAijlk79rzWaLGdjmIZPJaHiJixyLI3M0dYvZVoXTDu5Dd/0czadLLLdOwswTzn2muDFHb0u9+zIVfAAAIABJREFU/4gZ2XKYyhv+AMgWLXwpO7mAfQiuAiJpyBcE6iBdzky2Y/w7F1PeexfYf4CflHB1cGeKhEn0mHz696DcG7ddqjAcm6RYBmBwRTQ02Kb8BS4CGamqJL3cvJPYc7JtgbFehLEDsQI2qVJWmjvBKnUubYxq/jMDR7YTvyVzAJOA6aYdo5U9oQSWyxafuvR6vPfDn8efvfvjOONwi/zmu6IJKrnnu2iQeQyRNuR1rO6DsgxdWmo9YGUBi89chsKXIWc7oMY9065pE713qAQ6D+60dn//uys+fS1+4Jk/j+d+59fg8V//EORlhss/dS3e/eYLcNlHLjcEEO73VjDniWy0wB+I+eeaWFKa7LOxnTlUsKH5IqZMx34KdtEAaJsOH/zLT+Gpz38k/sMrn4Gf/a/vAF/WwGWE7/7Or8WpB/fh2mtuw2VfuBnIhQjUTTP4CFyZsfUIxAGgqzJ0FcHnckAbGJbEnMA+BoiDa9ExsoUP1gHM9wy3aNGeUAng6YLPa/3nYfLPog6ly81yqBvEbkaLJWLBk10ILaRGAikgnDnhVwDruyIBouj1ON39NY376LapEyHUbq5KUJMwLHW5YkdvrTNxjDAhHbfJ/GWUE2Zn8OO/4v8CWi8Lv+uAI9uyAG0ZaM071zCQhlvky7go43GaiquWQBCt+EIK2FiikeYeKN5QlsBE6sTTXUeFe1BVyQowE4MXy/Hagl2qQCRg5WAhjpB5yIV2VOQiYMlHjsp5imLVrA9p2Mm66ZISMM0semFVJTttTVM4q5Wmr9Gn9inshcwBdYOzzj8Lv/wnr8T+E6Y4emSBSz53Pc4552Sccp8T4D3jp17zx7jw/Z+HLxya/QWafRm60pjpXTDxlx7ZIpjzlUM3cWgnBJ8RulKO42AxUAdkNSNfMpjk38WRNmIGIIka5Nst8rsWaE6SBCy37JBt13BH5ul5dM4re48IvG8WLU9qu1idStF90nwKrSGhll2ojjwUrZUQS6RpeHu+DH0jRlyPspCO0wiKpO1SHcSj20kxB8CQ80yunWUpvTswTLWxiY0QvefG//mPzPzo4WV3U1nojQC+EcDNzPyQ8NkvAngegBrAFwC8lJnvDN+9GsDLIUGWVzLze451DXgPOjpPO3/okQctoRwOi8ogz8XcMXHZjbkBvSfOpRlDprRUoxw6iUv3as3pTqgTJyTOrEgA/thGL+w5elmCA9PY2+spDdgco8BeloXS2qlvYQwvaWKTAoFBgaRrpmekHMl01PsLCi0qF42M2F2zE7fk2qtvw6te+tt45X9+Ab7yEffDYx73QADA9dfcht/89ffiwxdcARQO3TTHgQccxOO+9lzk+zNccvOt+Ojl1yLfAYqjjOqwnNY1HIA/wOeErpIhoSXAQrqDY6CdSnQADLiOAQKyZQcmYS0qzK3JRz4TUJnNM8RmKJGO3YROx7nkMDSdLNIwB6htJexsaksguGcAEjdAFyGl0B1nLnR/ziTxTCXPhJ483ICJEs8gpJRrVIa0OYy+G2b5vm6AaUoZJ8/psywbD18OZDf2zZuw2nzkvQBezcwtEf0CgFcD+HEiOh/AiwB8FYAzALyPiB7EPGjNOxTPoEU9jnjawd/QrMOei+tgNt/N4gpjogVQFQzUXvYrJA6tVxey13rissRAHDEHtRW4+PDHAKc2PRMHC2neicuTj1gdY3LnEbEeQj09tWjoRFOiC8n/RZbhi5feiB/5jt/A2eecjPs84BQcPrLEJZffgC4TpZ3lGV7xqmfjeU97GHLjuly1fSO+52/fjSs/ewT7r3bIlg7lUY+uIHQlwZeQv3MA4GDiAyBgcZLgBMWOfN6VDvlC3kNXEignuC6HL6VPQL7d9mofyGBL5iHnDm7bBR5DBl8VEslwTnSJ1h1YUK81+ooslsB0ErMqY4j6eKTzyQ2wOSDAeFs+WwzHbqCLZQxd7kZ2U15spfkIM/+1+e+FAL4l/Pv5AN7KzEsAXySiKwA8FsAFGy8SdjpJsFjju5nsLAR2FFv/eqTGILKUbJGaOfabPcpx4YXrpTLXT/n1LK5FaDwRc8KB1QSWEL/nnXnqbBPuiXfmSam1raR4AsJyU793YEXEnVmLZIRw1mgHorbtZa7FRKuhdN2Ii7RMhKfQ0lye3VhbI6zaq6+5HVdfczv8JJcMwMANeMWrnoNvesYj0HqPC279BM4sLsFpW0/FOVun4U+f/a34hvx3cPM8w+RWBnmHrgA4l93bl0A7EXAwW4il4HOgq+Rz6giAA0jcCtey8AlywBdS4KS6owUo7KiMGDbjIqQrE4nF0IrZnh3elgIpZZ8vIQlUwfTPHLBvlnx9QMzytdahWgvBtbRUeJeQUd5ZpNB0Hd5ficQ0JJdKuwN9EDOkqMdKSUtTL6EokmJa09oP+PIAgy8D8Efh32dClILKdeGzFVlpPqJVeILwzjz5w/KD9WQLIFURYgbnYXEpog+k3AENlSjyG/4t3y1WB6upZbHaTLHM7WqHTTURCCvlrHtMsHTcsdqbuZNOlOOHfuhYEYqxcxHFXoWx34BaIjb11pxDE3IiaKXukeeEp5Tp+U499QC+4VkPQ9N1+La/+X085sy34YUHLsZiex/opN/H/urx+NGHnYdXXn0ZXJ2DM8AXgM+CIigQ6cPEEhloZ0BxVMBEXwBCsHUo1LUisQa6CqgOjyg+dZ8WjRCTRqoQW4SfFgYsHklEO17hhTRJlTJoxw4b/nPIPVICRPQTAFoAb767v+01HylO4Zhiq9qzLAD2kpGmokCfVmdFwgliLrjntLhHyBZUFmknz6iXn01FkdqPxYcUv5iIor9OeWjeYRtyWkZX7Bmg2jrch00DNTkOK8dtkiETTseL+s8ifm3WPxZAbC/eq07s0t/q9gx7N+ZZopbpK3Ek1lYjhTvIM9gDT/y6ByHLHP7mE5fhM3ddg6feb4H9jgAscOTIL+PE6m14zImPAugysAPaaYBFwq12E8UqSCJxLMoBbJVDP6TnWgax4Ars9A8FJeKArSoUPQnEJx+yEoscaBZpfuiwWE4Kha5IeSbjOszi0w5GAxkDDHut3Q3lvVfzUntJ2JL5nTfFV82za/6HhoL197EpjclZWCPHrQSI6CUQwPDpnLbw42w+ggCuADF2ahFs5exruqwys4ikjRRggBkzQIa/HQuB5ALSMEJBTqvls2y1YIij1ZRkUwF55VFsopEV684AUm7a0kqBUeuCldnWO1dSlr2eeWqaKmg0Rp1VAo8FBs099jjocgMRJBxm84EkGUiLd1DHQM4oJ/KcN995FPW8wJXzU3DL7FLsdy2265txIoCMJnALB9cGK6AE4AHXyt9cAL5i4QtolDAsbKZANSZxGeLthJCjz4Vy7FqN5xM6R8iYQXNEoDeGVnV8TZ6Adj6KhUmKXPId2i4oIjOuIYko/te2YVvJBQgZkG0XuRg9KzGA4fA+1nKIURzdrNQdYE6boAGutcy+KCffb+U+IselBIjo2ZBmpE9mZpsz+i4AbyGiX4YAg+cBuGjXJzaZbdqGCbwGIxiI+GUyYLSsZYE5rL6ElR/ysSvGDAuXKJpuT3MPWF29gqiqWIwvp1licYfQcBWncmRxsQ7zGeJFqH9e29RzNwASc7/k1VAxEkVY48orbwEAPO0hD8TWhTO8Z/9X4pzJbTh/ch3uc+BFAIDP3XEL8m1Cvg0sTga6kuEaAhog3yE0JzDaKQOOQR3gakodfoL70LGEFgHhFbCTsGJXEnxFgLrgw3HQcbJdk8JzsUXgh2Nnfz8UDW07F6tDbZSx2L1z8l4WJsxsk902nW5TGrTne8YYHGs+AokGVADeG/zQC5n5+5j5s0T0NgCfg7gJrzhmZEDFlusGBA+YTQIQF4CVPA85ASG5SDnbkFCNvhou8lCTremfcyiepVqwtSZiU0ddNAMCCRDbSPXOa1qVRXBGQcAx/GBYi6AsJOCqfIKsAC8X4DqkAxPBnXBAjs0zoKMehsEASKsyW5cAkMmtzDZAjC1brHNMCegkVeUaWoXZ77nIQPMaflYFYFBqA3z0k1fhuhvuwFmnH8IbvukF+NWLLsRfXHsIB897IJ5y6NkAgDdd8FlkS0KzP+z+dVrg+6iAP4kwdzV22gbUOLiG0G7Jbp81ARvICfOT5H11pbgAkmCEEG1wyNuQpRgsRb8vtDfvWHgpi6XUNtQCLINeFVyZtu4hskDzOpF+9DtmxCanTQueVJLdWKeIF28lijkhWYvctrIRhK5QMWypXaIUzA6/VyAyFk0N54guTahXGXNDKhbW4ZqO5buJDow1H3nDhuNfC+C1xzrvqBRlYjttaqKgIRAry7oXE+Wd+SiAx4tlKsy5qSFFkFgxFkiLdkOpKWmXFl7WBkQ2RguIgEZal42l/tKkAhkiVP9Ll3IXgq/JO/MUndCiIschWlQEZREr+tB8YO2QVBb20xzdJJdsPwdkdzX46de+E//fz30bHn/+2Xj8+Wf3fvabH7wIF37qWnRThj8AUAE8+dxz8H88+Hw84tTTcdb+E+Kx1x65E5+86Ub82ScuwQcvvwpdDbiWwIOoR1eKJUAeyOfynS8c2hmQ1STpx/b5cgcEPkFsuVYV4CKDO7y+IMqxB042FlG2G0Be5/p5J00TsSSaTjeGgpVQx4tlLJwTM2A9w2/vCHwz2R3Ldk/QhqOwRyzHtEmUEBP4036/hOJo0Ygr0HlZiD5w5g1jTi2Jntg88jGJ4EwX/08Ii1yBOdW+StoBUhjPNgmNz8ppkgRKtNRDMBNH6xEM8ARF8SnPBvfuUpOQUH4sJv8sDAgVzsFNE4DWLFYrEs67ySpsuwjCaepqLzSbO4CFtEM+hOrKDJdfdiNe/sNvwgu+6VH4usefh2qS4/NfugVvueCT+IcvXAVMAF8yHnvemfh/v+5ZuP8Jh+Ipl12L7XaJrbzCffcfxH33H8Q3nvsVuPKO2/GT734vLr70S3ANwbWy6+c7DEcstQgIIceA4AvANeJDizVAoIBucggfZnnojZA5SWMeTgEl7xQZqNb8/OAODq2jmGIeYvW6CDXrEIjWIYdMTQCgI9up87YCkKESM2UsYRMrIWwbaw4CiBW4HWLWrYY7qcnBd63pkIu9pgQ6D7Zx/HX1/Ylw6rmn4eu/7XE4+b6HcEu9xF9+8HP40mduQnXrPGpyatrU/IIo5GCPJG4Y33hlN/YeqZFRMLf039bKKAs5diyk1ALgEZKQAj3KzPO+B0LGBW3KqIcbSffdAzY1ts8yKUy2YwIxw/GmXXliwoWIifVXzWS11+VQGIQJgTUHZJ2Hyxy6SmLxN955FK//gw/gdW/7BywPSI0AzgDeAnzO+LEnPwk/8KjHAQCuPXoH/ujqj+KCWz+Hz99+GGVZo64r3G96Kp56+nn49gc+Cg84dCL+4LteiP/x4Y/gde+7APkccLXs/q4FAFno7CTa4NQQ8wFQdJksKiOcUbQ+yXvAU0wGi+LNordi54oBWyPQRxTeEVbSp3tCBnwO7lwskT/sZmXfg+3YBZgQsUvRDS0+ssEq2TtKgEJLcDuwevPOTG4AL/qhZ+C7/u/nwJmB/T+f/1j84Yc/gf/xK+/D1uUdqPVCFw218LpZjvy2eZ/ooaII7AinO4Jyg89iA0n1yRWVH5ssG545yrHAueE9a0jJgpQRHBxkMu4y5fiYDEudmEUOrgopEWZQ8Vgo1BGa/Rm6Qhh+rmHkc0JdBg5ADrz6mU/Gyx71KDS+w+s//wH89mX/gLxYYn9VY1KVODBZwM3mONIexZ/eeBXeceP78aIzn40fOP+J+KGveTzKIsOvvPuDcHXAAjpRbx4srENPyGoO4T2KCUySmSiWQc9FYE59DYrAybdg6rEkpGGTYQxasDpuEJEglo7r4UmaiZhnq7jDxleT7lGrHUmXpTDfhyFfI3tDCShvHQBYmmREuq6SdFhy/J/2LY/Di3/sufCe8a5PXYJrpx/HU07ZhwcfeA6+/YmPwPXLI3j3L16AyXVHQLm80HZfgfnJBWYeKI9sry6KrhWQzYbixmK1Sh/V+gCFMfO00GWb0OPUhGJkEVqykPqCVmMXeapi7CUZaAUBDmg0T0uxIpaNZEku69geO7boskQnbWMdshE12YX0+zUSi4/uk7RjV3eA4XFw4eBngg3Irk+R+w8KJjgBz3j4uXjZox+FZdfilR/5I3z41ksxnTQ4besIzprdibvaCnfWM+zLl/Ag1F0Gzw5v+OJ78MmbbsJvPPUF+N7HPgYXf/FL+Id/vBLtjJAvNIwmhKFsKe5BNxELoJ05ZAtZ/K72yGw+RUbS94AZ5MWCorYTMFXdqcaY/jqmpv2ZWpzMDNoJZr4u4sAz4GkZC6OylzA3zZeGz+EBBF5Kr9DuYFMJOQmACVQGVySGqBupdM2hEMumXhl7QwmoaB+1qgQ1gwlPBJrN8K3/QdDln/+T9+N/ZR/E6x/5Zpy0fQQ3Ns/CWaf8Ll72xEfgD7/iYlS3LeBuOwK0HfLcoSp2AZBpJyBgtUYBUa8CMWvqaRhcPxX/3dmMMdNoYq8ITyup0BR2Jp5Wo22repOwLOAPzGJiDnUMWjbS9adYb2bGazqh+3YT4MC0wk896+kAgJ/56N/gfddchZMP1bj/gdtxYrmDyjV44OwIMANOyHdwQ30Q1+4cwk3z/ZhVNT628wn8/Cf24z898pn4r9/wdDzr6mvRfakRt4ARLCFCtmRkSxl7DSPqv9U0z4PF5icFnFYuXmeRUep2JJGVfLz0NxE4YAFUN7sLvy6WojzKUmpJHk+lba1sDEha+3wOalvBpcYwKSN7SwkY4UkZK79qnbtDJ85w/684A9vbS7z9g58CngxMqMG2Z+zM34sD9XU4sToLDzrzZNxe3wolzbjDO5js1IErPvKiLUg3RPRV+5vPeVpJY9JCNLivcnSTTHaZKoeby7A6lsUi/QwGUQoT46dJJaFAQ9ul0NAk1lZU0oeKWiPBAqFFvUoIUYDPtnBvO/E5gfQ76wat0IbDoml9QtMbsQBIcyJMOSvqPKgLBUBK2fm9WgQZ8PzHfhVO2prhohuuwx9f9xHMZi1mRYPcdZj+b+rePNqyqjz3/s25mt2ctppTHQUFRVdASQ8iqICABkUU+zaxSUy8Xo1JxvfFxHijRmNyb2KaG68mNomGKCF2CKIi0gio9FA0BVVQVEH17en33quZ8/7xzrnW2vvsasRkfPXNMc6oU/usvfr5zrd53ucJEhZG08wLZxgNZmibSIhGGgqDYl+7ycRsg6+uu5crjlzNGWPLeO3qk/nm9ocxkYQEykibsYkUNpUQXyoGpmg5FsRxT4gXBVLSS3NJGXmFpSqAyhhsHELu/hZI2CC4lDJ3VHiCFcyBNPj0aWaqx6iWIyv120EZ0/eDchfJyhCVVj7z1xSFkIalB+01GvYzDlsjUNT9A43NVddzM7khHDckWwa4ZuULOW/wado2Yn6mGI6hPmUFI+4nlDMiCvoip7p6Fvqt3J53r4JEtHFINhSTDoa0RwNJROXystUmcoJWXkiXq0TN7R6sICG7XkiPjvRU0daWbaj9EH5KdSHIqvRqBX9eFTbdu+ob020U/TF6FaCsBc867AyAdRNBdADc1x2Kz7q2YKtdT4DLvL/xnNUA/NNjdxOEhjjMCZVhOOywKJ5kWTTOaDDDgEoggAGdoJXBuLT97lkJc7609m4+N3YVbz7zBXzzJ2IEtJVkoAkFNxC2wZOWgDcSkgvQqan0+yu3WaVxLPCJOV0agdwjEN3n2m3n8zOeA7GCzyiaj/YnGFLN8Febtar5iF6kZvFQehK4Rra3noI+krKxqkKS+4zD1giQZiU02E2MPdsn2LppN8tWLOSVJx/Ht9Y/zffmn8qGFQs5fvA43tM8gslWm+33bS8VabxIiHG8gb204MxNqgDlBPU31w/30pg4IJ8XcfZlx7P8hAXMpAk3P/Y0u3dO09yhaezW6E5GkFv3YNOukp3su3zghb58b/7AWKzdT5XEn1/3xaAadcEJ9MMp+BdUqXK1cWhFAM8h4GGzxf6tLYU+/NBga66Xv3rKLhFn3OrvV9/RZp1jxxYwm6bcun098UB5uQviaY6M9rIknGBUt9DKMqAyhnSbQBmM1bRMzGijzUxguGXHWjrZq1m1ZIyBZkwrTQBbgIgArPLafNJ2HLQNyoJODDoxqMyQ18OC+swqIHITNyuz8wI0EgOi25l4Bx4j5LsuPZ9FXpZSCxiyUph6iO6k5YpdmdxFUjmjm8JMld/f37PuO6JQQoIwAKNQNupPSurG4WsEqNS2QdyaNOW6r/yU93/idXzk917JcTfcz517tnKivZD3nCQMuN/70RrM1kl0RXWnUBt2pBjWJxx7yyZ5ZbJ5jsFOQkFp7uI9G4ecdNYK/uR/vJbFC4aKr//xpRfxr088wF9+5w50pglnY1Rq0EkqL2OnA42KWk3Fs6BeE4vta/E+WRgGoKOy0xBK8o/eSe5LUo7u2vYx/n1XhTCoyK2pgi3H1mJsHIkXkKRFMqpYHZWjEw/kpdapUIFrbdG5ReeiT+gNwUlLFwHw+J6dwgeTa7I8oJOHDAZtxsJJ5gezjOqMplJMGBjSKSuj3QCsnVlKpHOUsuQq44m9uzht0VKOP2qMNY9Ii0q1Eck3EVmkWKKMIprKBdOQm6LMqfe1JLRzLcZ5qAlbZWZeWcjrIShLPiBCJd29Aq4t2XttHvAWuKYr5eTZ4hA13QKCstfFPxdP7d4L+65AmYtcQdU49DMEripQ/GV/UGf/+Pf7l/8vhy2llHrH9/7lDo48YQlXvP183vb6F/K2yt/uunUt1/zJd0sqqec5lFIyWaGL3syPJScv5S/+4s0MNGKemdzDrvRWjqkPsaB5Ce8++WxMmPD3/3A3tfGAoBMVrbdK6yLDrjq6RBS2Kg/3l0H4Ve7THLnthaOSj+h9+AfiuPtlh7XodkoI5PWArC5U8SYqQTd5HbKm0IUNu2vfNT2DNYpanNGsJSwfHKepD957MRrNMhHXsVbRrkXsbIk4zWhYm9vchEMRBoCFsNNnEhhLtHe2jOEdPXrQ/uUkw7J5DYLpBD0rlGBm2LFSZ87Q5xblFyRj5ZxyU0zqAp0ZBuWE75OsPaRhLGq2Le+FI8VVgS6pyfqMw8sIeD7/JMW22oKn9og/P7KMz/3Rtfzk2rt5xdtexNjyBYzvmebm7z3IQ3eu62oG6urOUkoScP2ytZVV0CP/bNsdv0Lg4R/WG970QgYaMT95aD3ve/RbfPjsm2g01zE1fT4rF1/LO489h6/Mexi7ebp4CYrTqAJv+nAMePReVyLHoxD9eeZ5GbuGoXAxeO/AJ6hcAhAcmMcZGuv1+oKeGHU/rmVBZuHaaG0t5oBqFap0x3Vm0YlChy5Od4mxOAxQgeQDakHOaNQitQEzpsZYIBO7bS2R85jbNqBtyhxFZjXGKmruHqXWyIRXFCQjIJ6AUZTtwdXhVnMbBAU+AFwisxaiC48QyYH4RChgooDcaSWW9OchGEmalvfdzjHCNiypwLo+9/G79wTDQIy4z2V50Fvv8J9V1LLmvFfGHhDCfngZAXA3SIyBgtIVr/zddhLW/vxJ1t7zVAnN7E2o9P4OZXvlnEO6pJnfvtpeWu22c39/8UtOAOCL3/o5ZmHEHfuOJ7UB0exuLms8wqrhF/DSlUfzs3vWOAVexJXuKdPMIQGpSl71dPh1yaRXXyCnfNy1L+95FPTppoufsdh/tdHoYB6IUtIck+dYgjmgy67LcJPQhI423CH6Nu0bB+CEBQvQkSHJAsIgYG/SZFs4ypBusyCYJqokYQyKto3Yms5jbzLAc1OjTMw0aM/GnDC6EIBNu8eFjMQlAHTF6Nr9eMzoEqJtrcXEJVmnVcik7h3VPBFSblStihdRc+7/wXD/lX2Uf1Ddbnv1pLUnFbVd/7e1EDNUR8+6vhkPpQ9EUMe6MKTv8Srj8DECWoERzFeBvLOmhLJWR5bJ31wFQYUhNknnCJTuN6vqh7vRcyaj9clEV4rpeaixe0GmtkxTN5r7Nx3FrtYgWlmOGTSsGoamCQjbeZc8VcEOWz1UpbSjfDa/cm6eBsx3Es4ZWSb69L1/88hFb+A8kUih4FTWy5WXGIOyEuJ/r+zPBgrVyUoD0Bu++F2ktuzz9/9k8NT4XmbTVPoBBofYkWRkYcB0VmNvMsDeaIBx0yTAopUhtXKg8bzJ7nSQqawmBmC6xtG1hSwZGGKq3eHZ8XE5J+vyD7mryIZigKyRCoXWqswXuAnj6cttFHQ9Z5/o89ehO5UV3rpqiU8Ouv0AaCerVoiUKiVlC++lVeXJqve3Ovl74chRWBKagCg6xRGmHtFZWKe+UzySAmochag0LMqO1lbQiX3G82sx+88ezg1XvutPB5LAS7NCsqv6UxiHPBc319dBfZbb1/2rE8qX0/yDCVyjRpV9x6Ot8hx04DjbEpHjaieFG/f02m0AXH72CQxutgTrm2xYv4SdG47mxQtOBGDDuh0CSzUSG6pWp2SmrXotVTfNI72gPDd/fr5ZqfenVhNkWD12+AXXEOTdR894O9AoOg0L45flhQGw9Vi+GwjewVcHrBbyTa8XaKNQCDlDLfLitaBQCDaxn1Q+KUeBFlQW0tDwo6fXA/DWlWeRZRqlLBpLxwTsSwfYno6yPR9hbz7Ic+kCnugsY0OyiI4JCZUhCAwqNLz9ZBFz/eET68mdAVBGXH+rJB+QNRx5aeSox1zIUDQJWVsInthQdRGU9Bs2rsiduesERDfR6yUiBkS5xctGgSQIfeu7azcunquf9D4vEejSeLvFyGpVJg3dYmCjgHwgYnZRSDpcK/glive4a3qp/x/0DhiDnZntav1Vzebz21fgJkCrXYqKeL296siyA5IvHmhcf80vOPWcY3jfey+kaRU3r93IwoF5/PZrXsRoo87ja7ew5eY0j0b4AAAgAElEQVSnCTIjeIX9WeEggIXzSu+g3cHOzIDSqBGpOlinIaiCYP9KS+AUhFw5KgqYPaKJykcIZ3PC2VSSVrv2gjWovN5NRdZn2HpNdAhD9xJXhokDssGYbEA+b48GdEZllQ06lmjGErZFOswE0vab12WC/OsjD3PVqpP59ePP5evr1rAn2c5UKiHdRhOwJx1gOGzTMSHjaYPAGQmA8aRBHGYsGVzKO086HYCvPfkQKOkWDNq2wAn0DmWhNp4RzmbYQJMNSGlTBEykTKis6eqQTIclzg9b5fNLRkJXNpRwpzYOQTsv3O68GUnJtDIRlQVCPXfF9dv0Q2y2OlIRUqrUm/QVo9yglSKoBTR3BISz+0EmerCYtQdk6j4UUpGvMFd3YD5CLno0sBF4k7V2nxJ/5O+AVwKzwLustQ8c7Bg49JzKS4ulmo39cgL03YXTlC9aX6sjz0vcfxhKCSzLhcHlYPs1DlNfIYW848Y1XHf6Cl7zzvN5zwcu4T2V7XfsnOTPP3mdXEPmXH2r+1CEKcGOV/MEQVBwHNhWW7gE0gqz8f5Gqw1uFUcp8nrI7FgAFhp7pXTn76DyJcqeoZLUrTChlAYbke/ImTN0kqOTHDskSsOdeYqOqI8RTgtDsMptl8x47lI3a57exvWPPcGrT1nF355/Jf/tvi9RCzIyq5nNYhITsC+RBcADhDIT0MoiDIqIBn9z/muohxHffPxR1kxsI64FRNNuFe6z4AnRiHVhSunSS39DIJgBo7sThE4mXWUUqsdZPUAnFrQtKiAmVOhAuRDEfcd79i4cVbmBzJSw6zTvEhbBJwGrSdgsn7NwqTAQPoxAo5KUYLJNFOpSK8G3Jvt9ePDRQaDrh+IJ/AtzdQc+AvzEWvsXSqmPuP//IXA5Qil2PPBC4PPu34MPL+jQ2wH3fMaB8Nq+3h8GpUjkgajBPE0ZdElIfeFPv8X9t63lle84n6OOW0yrnXLbbWv5/nUPMLNlHN1KygleYfEpSEi1mkOM0qW74GXXKoi1fmKiBfNQmokLGgYQKNIhhU5wq2QuHX61uK8BKK6z4g5LQk1BhXzd1nz9WxJoOrUkdc3sMos5qoVJAvKtMbUJnGKwhpoqAUNA0FF88se3cNZRR3DmoiP43+f+Bn++9quMp5NoN3umOjXqYbk6ZkbTSkPGakN8/ty3c+rCpWyenODPbr8NZRU6kwSkP2+RNRcEp1ybsBGZWBfn4SHEQlUmWACtKDoL81iTRwoiydTrjiZrasKWw0L4nGusyE0VACY2X9UCglZW6lX01v+rw4uIWFuyUflnXzwfBxv3MHIrILSgnaHbWWlEarEsqtOzpT7lQcahMAvN0R1A9AUucr9/FbgNMQKvAb7miEd/oZQaVUottdZuO+BBFFKGK9iBzYFZeZQG7YxFQQMm1hjjAlLfa+3bOguAkC5urgUKJuEKVRnQTT4pOyj/5mC69978KPfethYbR9haWFh6nWQlzyFQKCpBAULCqm6NBXfMolLhEp9dCbxe973qcma5QxdadCcnnrBgEZScXyl6qyO6J1Z0rqPKc9G4qyZWNeV9c+XFoGNgKMAqiKKc1KrSYJruF19lyGTNYV+7za9/65tc/YY3cM7Co/nnF/4/fH79j/nhtvto5ylTrZrIkhmFUpa6rvHaZWfz4VMuZiRusGV6krdf/x9MtTtoxABUyUD8SozBEYrIv2IgtL/9hfKRDcEYBUYoR1RmC5lzDzjSoSWrKXSu0H4t8CG4N56W/XbrCUlpDzzbE4l4voLqcJ4i0IUiVLUKP4a16Bkna1blmjRG3jMTFCV2Zfc/1Z9vTmBxZWJvBxa7348Anqtst9l9NscIdOkO6EGJ433SD0qevn65yyqRgieE0FomVZ5LVrbmqMq8AqyxUI+ktOIBGYHGNCJUFgsrUbXW6pt7POFHlfK5Il2GUg5dF5Z1YeN/TJn0qUCEi9FbDqoyG1eaflRWMXRQGKGu4dmGrCWYaDFvrSJvhATtTLyA3HSJpqjAJZg8t56/HGOhk6IrTMhWawkLCj5HUFbc3rAd0NweMhMOoHJFvE+hE+sScFKi0plMHO0eqcrhmZ37eP2/foNPX3EZFx15DH90ymv4wAkv577dG3ls307apsVxQ4s5eXQpKwYXUA8EJ3DL5qf4wzt/xM6ZWQI0OvGiI7jjWFRqCVEuBKAgF9G5LXULc9BtQ9YIXHZfPAVjIUiMJDn93A4gD0QsNW3qouypjIQYkpS0RTgQzhp0AUVWLkGo0HnabSR89SnQEMRdnJmETpzUNxXledkP4HkkjSmo0YrhQtxCg9Mb+gOElL9yYtBaa5VS+z/C/r/XpTvwy3xX1Rzv30GUVWwtlrbZLJcsa70GxqC1YsmqJYSjDXbNzDK5dRLdjglmE0nkUXG9ez2E7osoEi46zbomU9/+//1dj0Mn2qTsBCxyImnqQhhHvHqwYQSJFs22iQ4RfVi0vqYZmP3fT+2gtIWCT6gJ2iEjz2Q0dmlJyFkRDTU1mZBBh0JeLHBRlw2EGmzP9AzvveY7/NoZx/HuF5zJ2YuX87KlJ/GypSf1Pf6z03v55/V3syuZogpUyAYNOpXJaQMlHlDHEs1KO7HOBLuQ13ThnsvE1uR1RR4pST0ZmfidebLvPHakKBXykWRQFUnOcMYSJFCbzCWH4Homwll5X0wcSMihXGnSWnQrOyR9wGJ4Ul3/PrbaTr/iEJ6tp6drtQ+YVH6+RmCHd/OVUkuBne7z56c74N1xrUCXyRDVrOPr3QUDq98e8P0EqtE4cB7AWcN6oLji/Zfyqjedw9IlowAYY7lr7Uauue4+Hr1jA/G+DsFEay6lVnV4QonquRziKIVRKmFJo4ZKUvFmPPlpFJYgoP0dw2H61UDTIQVdX0AvssxaSTR5HkQoGXZBGHehmCDgas2dxOkXlKVW24gLA2DqETaUyV4bNxKLC8TeSYfJxKgm61ROVwkxnFV8f906bnjqSVbMH+GDZ53LG4+VzP9s1mbD9CY6ZooTh1dx1OB8/vnCt/DBn32bGx/fWHpIiCeQ15AKRQs38SkUkKvHx7pVO1boTLyWrKYKpmITKPI6hZKyzzeYSAhL/Lmng4rGLsvUcCg8h5ncw6zhQAogSdncYDxZq5cKr5T0ivJzdaSZeKFJ2gUys2nahSwsRi+y1u3jYElBeP5G4HvAbwB/4f69rvL5f1dKXYMkBCcOmg/Yz1D1mqzkWc4cZpU07W751apvFrv8u6axcJhPfendnLx6OQA7W1PM5JMsby7iJaccw0tOOYY//86t/PAr99KcaB345vXWeaFS1y2Zeqpah4UB61cu9PuosA0BMDRQuv7WFkxDXWxH1XPyn3mD6Ekt+omQVA/vX0Kv2Nv7d+fq2pqQXvi+eKtKwg6dWkfbJbReeU1jAucFBOBbA6yGoCMTK68hq/a0Jm8aIq153TGnAvDFp69nqvN5Vta2MBrMct9kg4XDH2H1/Lfx2fNey8+f/kemkJ0Gs4qgI2VCnQqfQJCIm+4Tdb5SUUxsWxo9v+L7330lAwVHHTGPK889mdOOWsoJSxfSjCM6Wc5Tu/awZtt2brz3CR7buAOUImhbwrbbX67RXlw2t+g8R3ey8j3tFxZWm4W8VmQFpWg7iRjyQ+0v8fmBg4znqzvwF8C1Sqn3ApuAN7nNb0TKg08hJcJ3H/LJdkFmVdmbDVISwblASVoChqAEBTmXWXjWaxQ6867s9eFPv46TVy9ny/gkf/X0txmJv8u5A0+xJwqpD3yI1fPfwx9fdTFb1u/hqc1rUJ2wu37rO+kKAkdHCFlJ/gkhZY/x8KAkrcv9eQSXp/3yAJ7qCu6qJVaXRkAp5YhHK/fK96JXP6saA/8iVL2oLHPozD6PwseQHg3nAUeAl39X1mKRWLdo3Kletpt8VS/AA2uUBXL5V2rtMnFtonjHiWcQaM23Nj7I7bu/yzvGNnJ0NE5TWWCa3VMf4bHgVE4ZWc2bTlzNl/beD6kibCshHU1xXAEUq7IYpvIcpMvQQ7BVec1YpO9BfpaNjfCRt76Ml646Zs49isOQM45cxhlHLuM3zj2Th5/dxqf/4xbWPb1DoNK5eCbKOPBUoIoka8Ho5CG9WV54wda1GFuXJFctI+flQWzVd6N3kaoa+ioYzVcSfhWw0H50BwAu6bOtBT5wsH32OUj5klYsn69dF66zUkBaQoxdmc0LkSgv8VSLJXZKBQm35NgxXnzxyXTSjLfc8nUuOPbHvHxoDStCSarMznyUn2ZNXrroLbzlyrP4+A1PErWSMlHjEzjtjrjeUJ5TnpXn7b2BarhQTUQmFdkoI8lCFYZzXbvq/nyW2Fi5Loeg9D0VRXhRQQJ2lZi8J9ALUc0yVF6BWFe+VzDiuNCigNAqJV6Atfgybthy8W+osAVG2LngSuJznQO5FeZsX3RBGousRpSHFFx+jPRkfH3DvSwdbTGgO9SVLaL/IZ1y194bOWVkNZcfcwJfvPt+tJVcQ9CSya+sJABVbgsEoVQIFEHHOASkeDbeK5AyoasEBPBr563if7z5Upq1mNkk5Xtr13Lz00/zyPQOJiY7DMYRJy5ayIVHH8MbT1zNaUct5esffiv/cP1dfO3GewvAks4ESYkFTemR2UDeaZuBMt5bc0jN3Ii4q3HkIEoqOzbLxAP0MOCeRJ8KSvh5sfpXel76lZf9ODwQg0qjGnW52CSlUAaC4mVHqUKjXTKfqkgMKi8drnVfpdeXXXEGWit++MA6jlj6AC8ffpTjojZNFRMoxSICdPpJUvM6XrLqGAZOmE9nUkQqVTs5JJfq4Nd4gNxBHzTXvGXzOfq0FSTA2se2kiWeCNPODYdAqiC+DHoIohPWGJQ/rvcmPIzYna+P/3vP38ahlNg6eTGp7cDcV0mnlhCwqUzGzkjlHhgKHIPKpN4+HMvzXbd3gqWjkKPJLVQwR2jzBADDcZ1oShFNSigQdCBIe+4JYmTmigl0jzyW+N4G8NozT+bTb34FADesf4KP/fxm9poZ4oEEW4dMh+S1jAfsTn7xxHo++9CdfGT1hbzr7DP58GtfwkAU8fnv/qzwjMS+arQzltlIXcKEzEDD5WSMFaxKkha1fVExih1M2yUGD5Dcs17pSPdRwD7IODyMAAhCTutCp932o+NyaitkWdl2m2Wuf8Bicye53ZMYWzg2CMAjT22jtjKjqTsEKFJymqrBs9k0G9KIsLWdFQNHMTbUZEtmiuSNTVNZ+eKoFHdMg/7Z/yyHmVlpbBoadPRVGluPXJ93y5UvQ0DPebCDo03+26ffxEuuOIPQ4Q72Tszyb9ffy3VfuINoy/6BTQUDsh/eM3LgKEAmeS2WF8+7mEkK9VrpAYBkpSPfPyBMSjrxba4SBqlOTpAZ8kZEOJPJMtoowwztqBU9ss5j63UqpTWdQ24FlacMTMy2acYRK1nKXdvGOb6xk7ixgbFAnvseUyNVLwBgot1GZWIAahOWyGXk80iSkZ5x2FOd+eEpz7r0RAOwIZxw1Bgff8OlAHzmrtv5p0130RhOWFzvsGhgmrDSk5zZgKmkxp6ZDh+/9xYe2LiVz171Sn7rVefx+HM7uOPupwlSSQx65qK8KffXWKRV2aEIrVYFKrWQKkuzcgE6gKJw8eyr3a7V529Mqbq1n3HYGIH/ypG40tbisMEXHz2RhfE0rxp5mBXhJNBibx7xSPsoTgukYpBOp6XOW+DkorwxqA7XeANI6NL7sJK08GKUQyWqer1EKvpJWBdB0lo94s///QMcv3o5eW64b+MWRkZrHD+6kA++40KGajHXfPx6CVMO1EfQO3Lh0zMjg136g0U4ALLqVF4iWwswtZCsGYrCb2oKIxDMSCKx2lPgKcZ0xxaTHVwOQMlqq5MSSmx1mYQL3dz60aPreNeLz+K9J5zF7966gy/m53PX2LGsaO7FWMVzrXn8/rGvA+CHj6wjnoJ4UhKAeeHOl/TjoaMYL25DTRdyZT7+TwflHHSo+MzrXkEUBHx1zYN8Yf0vGJrfZvnIBCsH93BkfW8Xp0HHhIxnTZ5Ui8iXaK7b/Thjtw3wsUsu5qNvv5Q3PrqZdqtNXhfQkU7k3Qg6Zm6JsBY7Ps0AE4foqV9BBq06EidtliZzPcfKODy6CN2wPpZWpSoMLk7q+vHUYe1OEZsrT1cOZWzukosP3LkOgFdecBLN52rctvV4bp46hcfThTya1PhFayW7kjewqD7Mtj2T7Fi7vaBoKmIvpUoQEA5H4NtufdxflRj30Ocsk3PtJGJQBholtVQojLA2lF72l732LI5fvZxtz+3lrR/8Mq+/7Wr+6PE/4Wsb/wZjDW9/3bkMH7NQGop66NGsr0b0hi6+ZGitJKUCXXYWup9yWwQ6HAhJRjISM31EzNRRIZ35wqOnLI5kU+Ops0T9WfIAOjUFe06xAlfypdZt67P2KDCxbPvvP1tDlhuuPPUkfu+M80m3zePeZ1Zw48aTuX3z6Vy54Lc5b9EKZjoJ1//scXSnNDK+U1Hl1qki2e5kJXIMnZWJQt95aDVcdPJKVi0ZY/P4BJ+593ZUaIiCnNG4xbLaOAvDKc5obuTE+jZWNzZzSnMLy2rjrBzaw6LhacKhlC8/dR/3bd7CwqEBXn3xavJIQHsmdOXH3nmo5cfnCEBKiCo3ZXuyzwk5aTE/J0Syz5fVy+9bp2JddNQ6zc0DhQiHlyeQ51ilUZGbIGkfeiwoJqINdJmoq2IHfP0VULnh/p88xo7Nezli+Xw++ZKL+KOHbuVbrdNZs+gIhqM2reR4/v60NwNww/UPoSba/Y9bkSa3Lj5XaeYMQOA8gby7rp47CKcr7dhAlyU5/+Dd9Vz8mjMB+Nr/uYVnxydpDLdZ0dzLRPt6Hhy/kLPmncmFL1/N9eu2lzqHlXOzxpGyetPu21m1kpp6tWkFuiHRfdCLeUOTDikR9ezI/SY1sk/kBTWhxvh9+gkJBXBGWQkLvGqwT7551B2GQmrvuZ3jfOLff8wn3vJyPvTSF/HOs0/nzk2bCALFS48+hsE4Jsky/uBfv8/s7g6BQyaCSwBaP+lcKBKCreQDlJEkpQ0s1pbqSKB48zlSmvzqfQ/QylPC0FCPMoaiNiPhLAvCaY6N9tC2AXWVM2NDcquo6ZRd7UH2NDtMZ5r/s+ZuvrL8dbzxwtP4tx/cPwds1DWq5UIP2U7zrmfRVYHSWrzHgnuDMuHnJ32VK9InE2sR1vRJPrtxeBmBX7ZxSGmBVkI3MYYf7Y68qMBnf//f+NTV7+eNLzud809awQ13r2XbzllOO2YprzzrRGpRyNrHNnPD527df0OR0jLZEoEYW0fT5SsUsk3POWjVlZhSbVEIwghnAVBQeI3ME4O2cd02VAStnU0emb+M8YEmsZ7grHkwGkfPn38O+vMO9hm6kxG0I+JJjU4ohDyqwyqkxz7W5SWq0u02gSJsG9fIU96DvCZltCBxVsO/xwauv+sxxidmef+rz+fk5Yt59Umriu/du2Ezf/+ju1izditBYksMPxC2XZViQNSPcoNk3215+8OWJXMIQa9gDBBoxdkrjgDgusefgDoMDrRZ3JxiLJ5mSTjBC+LttG3AsiAhUIoh26Fe38wTScrd+hgGagn5gObW3esZb7U5cuEo848YYt+zU4QdS+7DpdTI9eZW2IehZCqG/pBw6PpMZMv13NIhFMbEjE9IGBtWPt/POKyMQIGbTz3TbiiyWr0XagwqCqW10n0khBjSDGSnhafO5jnUaqgwYM3Pn+Kj7/0yf/CZN3LE8vn89mvP79rlnT95jM/+4bUk+2ZQ7c4cLkLlQhTbSrq7s0LBEyhfzguDrphPBEKcsKhPbHrDkDpj45Kh25/dw1HHL+GMc47h6W/fz5JwkGe3ruCpeUfygTee6LbZLQhKr5HoFZBdaEGgu/ENPi/hWI1sFJZ07D4H4OjdFYCX/LaW2t4O0UxWrPQqM45DT0gtTKgJJhPxBiJnCCwELUNWD2SiOpIP6TNw5bjYrdIZRDMyMY3zFJRS3P7ERm5/YiMnr1zMyrH5WGN5fOcuHm/tJppWVNOxnjvAhEIrprPSBQ8S5/pryBqqkCzXGRKGOLt99IJ5NKKIzRMT7LKzEBpGmy2WNKZYHE0yGsyggbHAAIq2teQWBlTGomCKkajNnnCAScCkise27eCClSs4ZekifrZhEp1YwlZO1gjEOwq0YC58L0VmxLBbW5KKVMq0VtmSeds/Y2uhU7GCvs8kDAVFO1Dh41AHrhgcVkbgUIeq16RMWCmFqbaUWOwB2oLX3P0077n4M5x90UmceeEq4mbM7j0z/OQ797Nj3TaZDKnbR3wIuH9rRMsAUIN9KL4OdA1hWMZ4bvzg6js595JTeMcHLmXXril+evfTLJoZ4O3veAlnLl/GzFSbO294qDy8tdDyhiVA7e9pBiXL8aGKpapWIlGFsaiw20PzGW2d5JhG6Ki3upl5ahN50VBT5RWIpyy5EyX1lOhBxwqtt0sUijYAPLp5B49s2VFwFNaVhBciMSYlwaIpM1BkocCWPbNw2DZ4eT+rpU8gmjEOrajoDMkJLKxJRn7bxBSmZtC18h5p1ZNj6TOOauxlW2u4+P82JwM+3/WE5HWFspqgnctPJ4fMiHRdcRwXrvneET/pXU7A1uNuCn4/XNm8q5PQP6e26zCsmbkdqJVxmBgBh6CLormTLzfSVguFhnvBlpJWFIMTL/fV0yprcmxqBIsQBpjccM+P1nDPzY9KLF+LhUIsSSX77/fhE4BVKK1feZ2AibW27HbMcllFPRoQDojSKpCEDtpr05Rf3PgQt3z7Xl72unP46F+/lT9oJURRSBBq8tzwdx/7Fu3ZCpuyUhDHgpGodh9WhUR6RhcOwK/wpgRjldyAkXQfVvahLJh6iKkFrs6fC24otwSdHK0FCWciJbF+XSDDokDkTskV/r3X4JOHRUuve/xWIZNX4WTELHlNdmJCUBGEFU4YE1aOkVlx+ZWiwAYW8XdpfCQpqHDoYwKtQUEQGtI8YDxpMFFr0o4jZm2AMTlDWlFXigTLlNG0bcRkVic1AcZoyBShC2uN71EIIKtr6jNy702kJQ2Q+0ajUO61cSfX57nZhjMCjpW4UJfyz7MKR/dhZqXr1dr9G7PDxAgoibeDSq3Tt60GGouL+ykngECH08IISGOFd2W9sXBIO6xM0OoEAZQWFl7l23Y9VtvF/rKvCnwZuhqAlDFlOOKAGl1XdSAj4JGQHi2ZplgUf/2hr7H+oU28+j0XsexoYdO9/671/Ps/3cYjd62rfL1yLE804Y2jP1+PFsxN+bJ4yGlXOTAuE4ZGVnpiBe1M8hWV98vUIlfXto5nz92nVM5JJqJQdxnHziOS3f7EXV3edfvl/rBROTmhTBoqxAvQKZjQJYSVcqg/Cnpzn4DTGWXloXq7/auhnLEJyw7BbTuFBXnl/PnollCPJXnAZFpnIm8wlTeY0jOkKiNy4n8zRjNhakyaOuNpk04WkmcalSpWLhCapS17J+WY7jwFxeiTfKq7JUZrSZhq3e2t+RABpArliFGLZ9iLDqR876ytwIsPkAc6PIyAkv7/KlmC9Z1tWpd1dXczCo/AlNsdyjGAuVbWTxzoe6NslYvQt/N6Y1Ld3sf3rn+hW1/QGTTvPfhj+TyCV/nJc4yxfPdLt/HdL91Gc2yEPDN02qXEdfWYXoZ6jrBE77VaKziFPug/ADNQl5XI5TbMYCzuvstWayfGYeqhTKZUViFTCwuijKKcZaVMmA0EZRehpsjk+/DAxBSlQpTzABTFJA5bZYnPk4bo1G3v5MbyWBU5AZ1JhSBsGVd98Nfqb1b5ex5LclDnlnBWsUNPs3dqlvlDTU6OxnhsciezgzHTkbAg74qHGQpa1FUKzDJjI6ZMg0lTZ28mLMitNCJLAkZsnVVLxHg/uWmHnEKlPKjTEobuh06ctJlTMSKrvD8uUajaadHZ2Zdevx9Y6BB5NA8PI+CHz7L7Zh3AugabahKMrC0X5yfcwUagHXtxCkMDkiF3wo021NJvPdviYKysyqkkV8k5PCdgSYPuknZOFNRXAlQUQaOOarUpKKCNgUZdHq5/MSqeyuyuicLgqXoN26yLao1fAbIM1WiI2kwYyjHiCKj0EwC+ldg26yWfXZ4Xx1R5Lq53FErDjQ8DtAYcK5FSqFShImkoMqEw7PpSlak5jHxSYtiD1EpDTlBF8eFq+dKuG09CXsdpCIqXoFPKsMQAWAH0ZNInoHPxAvKowvgbSpwfpIp4IhNdPyX7UcYSzeRStaiJB6L9OdTke7c+8jSvP/8FvOXU1XxszS3MjDfIMk1qNK08YmqwTl2nzA+nya0mtQE5mrUzy5jNYmbaMUxFvOGYk4nDkHvXP0drPJHqiGtm6n6ZVFEV0K1Kxca4d0CXmJeu3hKPpHVcmcXuDoIqPBC3xeFhBFyCTWVZqQD0X3SoLhbXQyBh9Nl9oFzRK70LczwRJ1Cpmg3s1LS0/+Y5NooEU3MI5bm+w1rYsw/q9QK5eCBpqf1eT6sjPAI1wS1ko42CckvlIliiO+XqYaNyhTH1kLweYgNFHgvFeNGCW1MlqQeQNaSVWFlJ1EnvgGS685pyjUO4vn2KMMFrCSb+/bYQJIpo2jEYd1zFQbuV3yUBi4ahymTTiXHgJkVe04LWMwplhD8wr7SZfOO+Nbz+/Bfwhhe+gK+sf5CNk+N0DOzKNe00pJ2HLKpPM5keRWICMqMxVvPc5AiTU02y6Yh5psH7XnouAN+8+aGSX9BYYTVuBOjOoZGKqFandPn3l3C2tkS2Osahrn3EseTZqnmqPuMwMQJQSCV5oI8LAXzHlMUKJRZ0ewCmZGW1vi3TDVWLZZ8+5q/VXHkxKl3pNJC6f9GG6cE+WlqSXdzeRWriEH7KA4GgPB/fwOG445WjDCcMBWDkhFKszYuuMNXulOfd44lU8wremnfpJnSSObpU2GMAACAASURBVN6QdWy0XS+FT/yFAbYekQ/UyIYippdGZA2Ip4WJJ5zJiSgnk0ImrpcfV5nB6kA69Tpl7C3dee6RhJ6bD0n3SGVNVm+X3FMWbAyvPfMU3nreaaxaOkY7y7hp01P803338eTW3QRtIR3RqVQLgoSCB0A5shCdVPI1RtxtnRlQju8xNS7scPkh102ociEotYEm6Fie3LiTG+5fyxVnncRfv/xy3nnNN2nvUWStgH2dkHYSMT2vxt5WE2sVxkKShcxO1zCtkGAm4FOXXcLi4UEefGYrt977lDtXgUtL8rQSvxvTxdSk0rIZq9jGQ9F9TsC/C/7d9eFk18O3pQfokan9tquMw8MI+FGxWNbrD/iaKlRW4oprU1HZVbHAK23VNSpunGu79bBkf1OqvILFPisILa2k48vrAbpjqmoCDujqdvQ33tXuu0KZMJCEYiYGTlXzH/3CkSpPgC+J+ofqUWa9D9hDnHXl+17JxhjsaINzXn0Kl77iFIYX1tna3sfXH3yMhx7eRmOnZniTIpqSF1QjZTZJ7tmiR19IXS02Kg2NCSsNOsVnqli1AdJBCs6/T151Ga8/e3Wx7UAcc9XxJ3P5yuN5903f5J7HtkGLLk4/uf5yf9WYX4yDFSBOYgjbufTxO9RkoTDkUXzOQEXTUnb8q6tv5ZyVyzlz+TL+6bWv4ff+/fvsS9tkacRsotmQhGSd0FWBwHYCVKJppCF/dvGlXHHyKmY6CX969U2QmgIQpVPjIM0uCW1AGVPmUzwVuU/aBoHLa7gqQMFZ4Rrnqu9dv8ntt3c0cCjV3YrZMw4vI1AdPtEWNsqyYREPBcXF2ygUlyjPZbs4KqjBbafjOuvc5Hc68AW9uVLYdkcm4/4sZdE7UHmzk0oMdwALW8RhHv/tzxdQOis9n0r+ozgPrbsNAIgb76mleo1Qz7ZVkhZPFGJDTa1R5+N/93bOPG1F5UyX85qjX8C1Z9zDR75zB7XJgMA1vMhqdhBsgcM+5RV6MT9x81iSgR7OnDUtQUdx2QnH8vqzVzObpHzyllv5YedeLj9mL+89+uUcN/wK/u7iK7hgw5ewk+VhPOioOgpmo8RnGeVeRNOZlDADRR6FRVOTJ0GxBcwcalM5eaRotVr87v/8Fp/7ozdywXEruP6//zp/+f3b+eFT6+mkCjseOifRuvyH4oKjjuJjl13McWMLaCUpv/vV69n21F7C1PUpZNblMNzxs3LydyWk/cKRG2nh9rfW04t5b7RRxzNQK+PenQpkvve9sL6voJ+YqRu/khFQSv0e8Jvu7j+CMAktBa4BFgD3A++01h5Yd9o6PoA4Lrnvq8KZvcMnSrSWHJj7vsiRlZfUhaIDWfV7EnAqdAnDihR513CkItX25IIQVFUqFwe5vkIYoroye96Eyjlbv12sS5GUaohTBZHkpgQcVeXUlCrIQ6vnoFoJ7/vYlZx52gp2Tc9w7babOGvgOlYOnM6Cod/hTUefy8Mv2seN6x6jNqHdimvRfoWtEql6W5VKrOuBPlJ68zRbEud7eq88dll7BW86V7D6f3/Lz/jGsw9z0ok7OTJ+mMl932SifiuL6iu55PiV3LZzg7sml/jr2HL1VyXqr0BnK4T3sCUGwIQlZXvxSIuype2SLFcGNm7aw3s+dQ2f+J3LOX3lMj77tlfx/45PcfuTz7B22072JW0GajGrxsZ48bFHsXLxAgA27NzLH3/9hzyxfju1TAhUVE6RP/EkKwX1eAXVqTK3IEUOf+IZnMKg8BZpd1y2P4dYl6xTE5MCD67QkvuKgK3HUIsF21H/L0gMKqWOAD4EnGytbSmlrgXegtCL/Y219hql1BeA9yIiJPsfWgvizndHVYbtdCApb0rXcMy6drYl3/slyRSKaxkcKJNsrvR3IN2DYltX3gOkX7sn6WdbLbmmMEQ165h5Q+jJ2TnbqUoPuccb2Ga9bDQ6CBLRLBhGzbT3nyHOc1QnZXCkyWWvEg2/X//p13nlym9wIuvoTN/EVP4Uo/P/gfefehrfHXlcyOKhS7DDT6Y8lvZYZS26Ux4z6EhpLx3oPrzVZQJQJ2BDOHrhPABuf/IZcJc/a2rszAdg6l7OXLCS42rzuWtyA9F09/0yocJGLunYKpNvJtbkDU084UqatYA80kWbM0Be18JlkJkCY5DVNEFqUamIiO7YPM7vfOIarrr4VN7yijNZsXQ+b37hqX1v7c7xaa6942Guvul+0lZG3CkNS9A26MSgMyFd7cyLaeyoME45YVvVSjBDdQlZnZdg6pK4VYmeSyqSZkX/yH9GAv1XDQdCoKGUSoEmoi/wMuBt7u9fBT7OwYxA73DoPtvuuNXHlO54veYSJpUVOwwFuZdlssJ6sERuUKG4WAesAihdJv7iSvLNtTYXdF5+1a/uz1t0z+XWdXdCgd26BI1Ksq5QQgVaSoi+wuD6E/CAEU83HkcVgZNBiRUrL4KabpWGwic2HWe9/EiuZOWZR1OrRTy6YRuPbx7noqNjpkxOAGyfuY7B0f/F8uYSBoZqYFOCtnF9/775RQhEpW3XxcWhgFyC1BYEIjpTZA3B64sXAHnDlm3ECqYSueYjl47w+L5dbJkY4RfRMTzbmM9bh08BYGYmxQaQOSMRdFTxfayoCvn4wGpX+kutAxMpVGoE8uy2l+3KvgLxKmTiS+UA0U2MA4yx/MdP13DtnWs49bhlrF65hOOXj9GsCdHoM1v3sPap7dz/xGby3KByS5S5HEBmi2qJhASGwAqzMZnDCVQahWwtlGefOVCXrglng5H9Sku7KYl0KjT4qtmU98R7hJXFS6UZ1onr6P2sD/ArGAFr7Ral1F8BzwIt4CbE/R+31voz2YyIj8wZc8RH+okjWANhrXTxjZEJU2kXBrrd1AonIGnipMsPgNzzo8obAGUYEgRlhr4f7r43Lrc95CMVEI2aaXVDepUCa0osQKC7MsBduQqthekXoJOi8rJ0VJU/96rCRqkyexwIi23mwqKBKKK5KeTqJedSPz7j+Np2tmbLOda9DuGEJNZ0kssk97fG/eLj8CAxZE1NVnOc+6E0B5lIUR+NueqCk3j5iccxv9kkCjWT7Q6P7tjB1Y8+zPeefoKTlyziwxddwH3f2cbe8ZyH2kcwb+mFvHDBKSR5zi0PrJeWYIcu9NyAktDzk9+dWxXVGGu0hyJaUJkt4MNQejaSSFTo3DgjIAKqOpOyhjdajzy5lUee3FpKnflXwzUo1do9M8xC0C6TqMqCzeUc+ikUiWZlXhgIPZvMQQ1ibBlKhgHV7KtNHFeEdlWzCmOUct9X+X9BTkApNQ+RHTsGGAf+A/i1Q/1+t/jIokpgpstJ7am6/SROXMNOwTBc2dZPtgptlk0zp/kQzqXp7oJZ2u7PqslDH2sbU/AedvUTgFt9dfm7T2AWUutIwqfVmquODGLsqqzJ3TeqsPy+Bq981aKKIPTsxFE4t9VYKYhCnly7jcmJWY45ciGXLziaG9ZYvl47m3PGnuWceW8n0hH3P7eFbFubeiYuszgTZYLRswQLpl9Ja64j7MxrsHDJEL/18hdyxRmrGOiTLzl92VLeccbp3L9zCztnpzl50SLuePdvcufmTYw1BzhzyTIA/uXnD7Bv92wB+vHowoLp2NJjgClWezFIuti+2gatM9fW63MIRRLTJfEQIFFR1qw8jhJ6TKGtoCyEvicg1kUSVEROoZcK3xaVKVswEOPe0+J6Oklh2L3uY/EcVYVsBERe3nutvgLkqmzWJZGVh47vZ/wq4cClwDPW2l1yfurbwAXAqFIqdN7AoYmPuKGqFwyllFLPsK7pRgVB2UXlBTwrHoWKxB0nSQXF55N/csIVKm03ob1L30mK8MA6Pn/V6pQWtsezsO1OCRWuCnh0XNux1fLdNIN+RsCTP1STmH4frqlJKSV1ZT/xPUGJXzGCCrtRSt8VJ5ts8e1v/IJ3/c7L+MsPXslFd6/l4c4uzl+8nEuOOB6Ar37/PqLZyjWoMpNuldBkBR2Z+CZyxCE5oGDV0jH+7kNXsXhEOB1/vu1ZvvH4Gtbv2UMSpowN17n8yJN4/crVnLVIHMRNE+OsGBnlFSvl+NOdhH++834+f+svCN0kxrhJl8uKr5Qtqg9+8tsA4SrMgQJPAiq1XRqApiYYB+PJVhz60AQyOf3vwk+gqwtu6QFkODISij6IQonYUOABdJKXZU3/XjuFY+Wh3H44VGaxuHRKJSxbSZYXvBU+lAgrC6WfK7UYZlsy+f32B+iu/VWMwLPAeUqpJhIOXALcB9wKvAGpEPwGpTDJ4TWyDNsuewKAohPPttulFry/2QdSLv7PGmmKda5lkSz0w1r0nknM/CEBliiFbdYKIRBTD2WypDk0aoIMrM1Vpb36Gz9nZMEgV73xXK588WquLA6d87nP38yj1z1OzU2+ZCSWpJqFaDojr5fIwrAlrnnqTnP58nl84fffwOhAg3ue3cyf3vQTHs92ogYy4kZKM05omZRv7fwFP9gbcdmiS3j3yleyYmSULz96Lw9u207SNty9/lmSPRnxxCHcLwXtkYD6RI5OrAMBCblo1ggI2ofWNl3cYtfr4GnU48nMVRgkBEmbcxeksGUIWrncp7D7XgcdUYO2SuHZnnQ7kxAr3g/V/IHOr1mXbsIk6+aMONB3ZgVi72Hs/YZ63jBWQCn1CeDNQAY8iJQLj0AMwHz32TustQfs8hkJx+yLRq4SYoswLGjDbbtTAmiMKbPtuhIK9FYE+ukTuu1Us4Gdni0+U0oJhNhbXx1Iss7X7quCKICq1aQSUW0Q6nQkXhsapJCP9vszttRN9AnBHhyAbbXEQ1FKDJMvEXqJad8irZX0CTTrFMrKtiSbMEMNWWFyKy+JO5b0/mvpD5CHBtaydOUYL7vidIZHm+zYso+bf7CGfROtMl7ODKYRkjVCx5EnK7KpqbLGriBtKqhr/uNT72LFonncum4Dv/2T60hMjhpNGB5usWhwmsXNSc4cfhZPAzOV11nYeAXvW/kBtNK888fXcMdTmwknNUFHCVpwxnEN+LmifQVC2Ip8OTIez2T11TieAxEaDVv5nIpJOhiVK7ex0vPgVm9RB5bt8lg7nQLpkchrqvhbtbEpmspE49C79pX8VDSZFEjAok8jzQUcZC16WsJL6whfQMp6thYVVaSCcrydYBu1koPAi5nkOXrvVOkJ+HK0n9dZJl5tFPHDbZ+731p7Nj3jV6oOWGv/FFEkqo4NwLm/1I58qa03Oeg48kolHX/3+2AH/K6cwuuBT9wA5USlJ2eiVAVdVgUFFSjDilfgE1RJigqDEmoMZXa/ep19T7p091TQ7e6pqgKQB0J5VdoKMKTKTedLT3J+ptS/g+Ll2bZxD1f/423d1xgHJQJQSVxdKO9WzlNUgMtcwEvOOpYVi+axac84H7rhBpJGjh3IaQ4kHDk6zqkjWzihvo1jYy9ZCTOmxvbs69y4bRlXLHs9v7X6bH666VkXy1t0xx0rUqhASETIKOvtytGWZ7Ly541AjK4BE7kJrOim7kLifRwJqcc+WK2kdJjZgh5c+VCkmn+u5hZyS9DKHYxalWhFXQmfAu0UoSsrftoH7ut/N8Y1t5XPQBrFwNYix+VQIdMFdOrwJL0xv08gesaoA4zDAzGolcT/HkHXj2fNJbf22whRyRYHccSVv3kRp5x7LFlmuOeWx7n1m/d079O4kpVPyLnRBTnWfkK6EqU3Vi7H4GnOZH854BKJVWNmJLbsShxWe/91UOooeA8Hyhiut4EkyyEsF6WiEpLlEh6HGhMHXdoAKs3xb3MR3lSRZcW/lOU1bctEpHOxyxKfGIB0UGLqN10o2IN/u/chZk0m2fFazmizxcrB3axubGZVvJ2FgYRYqYVZ3SFWOeumrqaTv5qXLj2OoxcMs6k9LZO8Cj929ypqeclzZ5MdjNmGCqOkBKcch5/KDKYWzAEKFT0R7vp1IngB6yoeKnMVCFOWGn0PhDApy+8qtwTtDBNqdG6kAuEhvlqVRtrIuXQZI0cIUvAxVFuLXfkXa8ukoFLYWsQJZ63gslefzqJFwySdjAcf2MhPfvCIUOp7LoyKWKl1VQRVfZ/6jMPDCOCTdGHRA+3LbNaWOH8VxxXsABULWgkBAs0f/sN7eemrzyz2ftGrTuPIE5fytU9X0hPWCP7dhyBQMgP7s6rFDjyki3172CaJkoflW4k9yMmpIRUjc+qy/hhJpREpzyX8SFPxACoeThEWhJThha86VDwB5eG9WY4NNDZwegEDIUE7RytFYF2IIDe08LD8BNGJeFpa5aCQTsFKktMGqgDcVMtkJoIjl83jRatW0EpSvv3oY5hIVk8d5CwfGufo+m6WRfsY0SlDzqhOmZzcKnIUo8Fz3Lfv51yw8ELeseo0PrXnDozS5DVLGCqhFc/FTQ9bhsRRguEESwpSEf/YrEx0nRnyRjiHXMSbT4sYOt3JpdwKBKlBt1NMLURnqqwOuOSoMhC0syI7b0KN9UCkqsHVYJqxQIR7Fy2fvZcjimeQO1bhSsYfY2TbKGR40TAf/as3c9oZK7p2deGLT+R9v3kx//uvf8DNP1iDylx5sUpDFkgApg5/IzB3eLJQou7klhpodpXnbJqS796NCiP08CAvef15vPTVZzI93eazP7qL2ljMH7z4At76vou448aH2fDzJ5//OVVUXFS9DsNRYcUPRG5ijSm5APsM1WgIxNPaQ0sW+frvAUZnJCBoaGr7IGjNFSqRF8aXMt3Ll+biLltAQTIaF7RfeaUBJfOtwB1YtVAINO5+5jn2mQ6mblDNjPnDs8yPZxkLpxhWc+9NXeUs0JKfWT95FxcsvJCT5o9BZNATIUFHFZRhOpMSQGdEnnvYNoRtWX19svJQR9DJK2GlGLxwOnHlBdFbCGbTwmMIADurhFLN76OVSlNVLUDPPk/mZ62xbp+F9oNDdgLYeg1bj6gtHOQz//gujl25iInZNtc89gj37tjCgrjBG048hXNWLOcPP/Ya0oGAW69fI0bglxyHhxFwyQxPEabiqJJccxRe2q3YQdAtyqk1wdCQuOc6YMWqpQB8/4dr+OqGh7FJmzOfXcplRx/HilXLeObBjWXXXhgIAtETfVS4BYGCRLQY3lL7koxSZU9AhRat8Cw8A6xS4JKKXVnaavxvHfVUNRfgXXbv5RTUZqUHZNsdVLNe1o41kkBLpIfdE3gokIpBoRFQtmabek08Ba2xkcaGmqCVEnQMyXAobMCRIpo1BG1bAe1YhhyB6fhM25XtJIYPtUFXAmoD7HWrogHaNmCPabInH2SbS4oNx3V05OvjFLTgghqU0CNIPA5AEbUNwYSv8FReJy1ltaCVkTdCAQ8lRtSAUvEAfVdf0HJJ11yACMpajPOE/MT3YQfggD0aGylMFKC0QbcybKQFnWjLtuvyhIQZCCgSeGUDk8t7+fDQewlhQD4Q85q3vJBjVy5i09a9vPnb19JasYUVo/uYjTp89JkfcNGWq/jj8y/kg++7hNt/uo4sMYSJKGip2baIzIRBX41OPw4PIwClm5ommPb+ddNkU3ejjMVmiTD2uIkys088iFUrFzNyVwD5CKtePgbA9J6puTs7EC6/GttXUYlOFEWFoVQXQDoGq6COPsdRI0PdSLCD9AR0gYEqw3oCCd9c0kkkNsZ1D+eWZisr8gIEClOL0L43veeFU0mGDSQpaKMAnebOJRYkncSmldOqnFLHTeDYt8N2FGZWXquZPGY8bzJjI4ZIu3AzqdXsyoZ5tLUci8i/tRKDmYyIHH+AziBo4/QJQKe+NVd4BHQnF+4AIBuICnIUMagBKhEdQJ3kjlwEJ6JaZvJ9jqQfrqKQD3dDdySzb8T+oVNXAoy0ELE4/IaXayMzqCSVUK0HWyLPLZVEr38mPQxCYRZzxRWnA/A/r72VnXaGCxdv5mXz1rIkHGdLOo+/XTfIlVtXsXrZYi6+cBW3fePe7veqmtjezzh8jIAb1unsFUQhHr3nR5Xay8Xhks2Xm3znDQ/wtg//GqeduYKfHPtbxFHAQLPG5mf38Ng9GySu92XAKlFj76ismH2rFkkqugZptl96cqW1SKb5OaTU3MQgFBwHsvK5l6FKuNqvjFtUFIKyIzI3gpK0lqCTinpw6PIHocaaqHhR/bWpTJJUBBX24TTHRJ5R2BC4/IHOHP+Bf58M7J0Sb+mEJQsdHbjCBgGdLGQmi9mZDrMxGCNgJ3WVoZXFWMWufIit6TzWTS/ivHnHALB7ukU4FRC2VMEZKBNeDqcz/yPtuQWCLxDNg0Jo1CrySBNmjiPRiOeiI1fKM8blT4QYxvjSas991rkBJ3PedetdebHUYdDFvbSVGeXLgl3JSV/Cq7aEe6BQ5fgqy1m0YJDFi0fYu2+GX6zdhD0FGkHKgmCaI8NJRnWLZcOTfOeJx1m9bDGnnrKc2/J7+r2K/2WIwf/8YXxCpAwHlDXd2Xun6Vfo/anujP6uLfv4H+/8PB/94ntZuERWmGee3Mafvf9faE23iwYjZdx+04w5WAnXfy/nZMtsWHXkFY74/fG3BUHJJR9FciwfLmhVwkb98bXzf72h2M8ostB+VFw90bFzkznJgBAbaCm91cKyH0B7lFtWdrPlLllaLZBkFpsYdKjKUiEUnAEPPvEcu6dmOG5sAecuXc59m7ZgNUxM19lVGyTWY7RNxFStzlg4RaQypkyDreko62aW8Mz4Aj5zynkA3PjYOsIZRThDQTxS5SbQbkLqzLrqjmTu8sJtd6G9q2ZgpVqg3P0UlqHSCzCxJmgZh6+Ym4tRqXET3aCM0wkwUgUoEIK5q0j49o2svP/yDujuCZ6Ld1CQ2TTq++3+jNx735pN0G3QHcWTk4tYVjuapBEQq5xQGaZc0i8stDAr4YWxZaJxP+PwMgL9RhSXrnivXHm/keesvWst7z7/kyxaPp+s1WHXc7sLT8HDjG2Wg8/i9wMcuVFVG7L9whS9fzfrkEej3i2jZm15LKXnCkdU70PUfe5Wq4KUQk23hDPQNbHkdTE+2lOJK4VpRMVK51lvTKN7nzq1xBMZuZMdD9sGZTVpU2FnDd/62SP89ivO4x2nn8YD67eILOOmATYlIXuGm2ysz+eR2jJG4xbtPGQ2ixlvN9g72eSsgeM4fmSMHVPT3PbQBqJpEShRvpjheAfjaZn8haBInyGuvykmlW5njlTVoEJToPbmfK+doTqebLUHEu7JQCc6IhACXQKiAMHETLe3VqUD+xXej707J0mSjKVLR1lRGyDdOMNGlvOV5QsZmz9JLcjZtm+Y9x5/FAA7t4zLNdQjPJDMOh6CAyEGDysjoOJ4zoRUFdfVFqIe0mpMGHYl+QqOwSgmnWmzZe1zbieqrL710WlXWgvDUJKUcbI1qHq9m1m4C8gTFEhE65h/u8A+ft89dOkqdvJQFctsfZLRW+9ZKy9ulU6sOmpxl4upWqK56Mkm1ay7J3n3qhS0sxJNWBkmDiRu9sbAqQqD1MYBWW19FdQRhFgFYWK57sdr+M3LzuUVp57ApQ8/yU0bn5bVeDpkKh1gJq6zuzZALc5otWKMVZhMM2Sa/NkllwFw7f2PkKeGyEoeoBDxlMKA0xSQJh/vHWBtUccPOkKQWsTjyAS2UV0686oTPQ7LBClIac9arC5xBelwLEal4/D/YeDwFoBRFEIznUS8qsx5Gf45gPMCbcEAZJtuAYojvCwcxhTVAeWUsD2L8Gwr5ac3P8alrzyN9151Hp/53I9QeUhnb4O9Q3XyhuWkYCGXv/Z4jLHcdP1DEsJNOlRslknoq6P+C5gbh4cRsEZOUh/AcipVWjPHs9ZVj/9PGAWLMOLiFy3BvmOxci7gcgXeqBxIaCTPi96DLn5EX23wdV3f/VX9blX3sOo29us2PBQIeJ9tdOJKU4aS2clvHipMoIv2YZAJGSQ+uQg79k3zhRt+zgeuvID/9bZXoq79AT96+insdECeCnYhyWt0at5ntoyFg3z5117HCQsWsn7Hbq6+/UHClpQdg8R2tQh7D0DlggYMWzIxffY+cHLoc6S/e0bRgQhgLLpdair8MkOMQc6cXFHvdp4oVClsQ0p+qjPXCHc9/57x7a/cwUsvPYXLLz+NKND8y3X3sP7ZcfRIxKUvPpEPv+rFxFHIzTc9ws4NuwuRU6AIExWI57K7/3keHkbgAMMLg3aRdXrRxmo5r1BicQ85TbrxBNWe/d4RBMJM7JOAWSVP0DvZqp6B+y4gkF6P7quCmfKe8/IQXr9ttc/Bc/13IchcCan6guRu5fIZ56jCbuyl0qvDUIKFqqXMNIeKHh5OaLQ6BCfgjJUvk+Uu3rYlq/CXv383C0YGeMuFp/O3b72CW5/cwNUPP8RPt27Epkrq/q2ApfMHeeupp/GW1S9gQbPJc3sneP9XvsvsRIcglV4Bz8Tzf6l783DLjqps/F1Ve+9zzh26O92dNJknQhIgAwlTjMoUFREDQQ0gKOLw+eGIH5+C/lT00x/600cGRcQBcEKjTDLIFBkCBAiQhJAZQhJIesjQ053OOXuo9ftj1aqqvc85t2/Swae/ep77dN979tlD7apVq971rncBggNojQCrIBxkQgd2XzPdAE5o+cHjBQ1LjUGvPcG59eIdTpyxzEjyT+01AVQIJH0nQAuUDSnf6TvXwrFpOrxiUSlukNkoHJL+vW5w50334o9e+U785ht+HJd8/zm45PvPwcGDa+gPCvQ8lnPtl+/En//e+8UAdHkmJArT3W1j2o4QI0Aheac76VjVfcjMLrgJJGEf8Sa4cSBNMmLGoQnUUniDkyIi3XshY2RLol5BksDU0ivwL5IzC0INuIS/nQqIGmpVPybr8wRSw6CDK22eOqxJDypeOssbIGbAu9fdSR4uYy1UnZiaRN7dAVQzbJ0Y3Iy9fj/CtoEa4E/+5ZO4b/8yXvFDF+FZZ5+OZ519Ou45cBB37d2PWSRKVAAAIABJREFUqmywbX6Ac088Nuytr7trJ/7X2z6EfStrsD4KYFVCMRgcSIqw51GYSicmS0HUEBb0z9+arJgM/bEIcLCD5/on2wJvXJ0RjgGA6Oan0t+AvLvMYAoPKt5Dt7J1JQlNXSPNmZ0AB8kx0EjuyRc+cQt+6cffiktfchGe9exzsXmzbClvv203PvieL+OT77sWzisRTYwXbwDS4qfddlhZhI9U25wfwxdt/zFfLKGdIIHRWPb6ifYg9fuyHRiP0U0mImuAfg+8OkRaEyCIeSgdOaUIh1xvzb0eT9KByYAW5oRYpLUMUiPQVRb2Fpiqui1wOkgKhjRNi2modedbYE6auKSNWdSCDlE5mepGBlw66DRslVu4OXlGs1ZK2rF6B/7z7nU1eaUeWDR9C1dIsc0mURZiAxxj+/ihZ56DH3nGuTh+6+bWOcqqxpXXfwPv+uRXccvNu0IdAltKtiAxPEtQ3Hs7YlE+duIRmFHjvQAn/AblJzQSDmyl2Kaq1Lr18iu/4ALe21gpwT0bz9nr9KtzoHEdAVePq3CRgVZn77VDCBBoGZugUTEWDErKi/lsUWslIWg4lncVpOXk2llmsdi3qFbHWPX4B43G8j0f8uRl4cqQV992iwMMj1/EZz/86kc+i/ARa4ZgBn1sO3k75rcuYs/O/Rg/6LWmB30J33ihDwDg4VBSbJsGZtMi3OoaqN+P8lxEvpBp0tYJkbRyBwDQ4mL4jMvSr8wuTkgyAgxRUr8AiMDeaAzMDcS6q9qLDk71MDR8UxTRMJVVMEzUK2JVGediAsigH8FLneSADChNs7bRQ9BMNNaQa+gPtCe8d0W5Z0DjKuyVObdhoinoZgoDxzJbNW7fFDFOv5+G+PuPfhnv+PS1eNzxx+CouQHywmJpbYS7796Lg0tDWdUbwKwx6j4l4J+vZsRAsaRof0LY8bH5kEWnlOhUkblu4Ob6sTaE50EAAMrG80ociAlmrRQUvcmDK6/AKg+KqAxMBNQOPMhBpUQdaFzFUmB1Ew2+GmfdXio3AJAS8ZrENeiB1kZxwmtod+TrRlrr70eO4U3zaEqHAytrcv3WKNYEMhsWLi4rSXAzZl285IgwAiaz+P13vgJPuujRAIDRuMKfvfGj+Ow7ro4ZUczg1TWYbVulg7y4qFJxZ9YNmNEkRTepI4gI2vFoHJD5UMoJEC9gOASSbQavCVmGFheiF5AJFRn93uQqvpF78gDhw2pTUqPTxr08UlbXO8167mPlYEfUCtUJPiCeQbloYEvArjb4xv7dXsVHj/P/OgTZL1v6UuKW4MjjApWk6pqqaRkBV9hQKHX6zXkQbpADw2oqExDwrn+ZlPHaYDMH19ZdUKY2r/Go9/dwW7jX9bx3oqig5anktDZGcWD2VH9o2RcT16MtRPRuIrqNiG4loouIaCsRXUlE3/D/HnWo8zzqxK140kWPxqiscM++g+j3cvzmrz8X5z3rsW26pRcXAXvRRc8hSGsNKNgj+oSCM5Ay9YyvTqRWdpqrDQCuAZdl9AL8isJ1Ew2AsWIgguEYyYrulYhFFiwRFdUfT1BqATiDvk8lNgiFSme1tPCJvocyKcuuaazpeYhEfGJt5PuGhCJsjYTNksYkIbR6oUC9WKAZ5EI00q7JlfwCL/nl2XuhJDh5/UFP7604HBNqCdYc2IDZ0MGOnOQl+M/s2MGWzqcv+/fj9+aBrajuf6rnqO9fsYFQ1FSYf4GcVTdxr88s2yodC5mNP55dqKrTNBoLDTjdc/uwXkj91XR3JXx1CTyho713oFqCdRO829aPjp+6lgVHPUq9R22Nk8Sy0Tjec5KVaJdnG7vDMgIA3gTgo8x8FoDzANwK4DUAPsHMZwD4hP993Ta/0EdZ1vjR1/4Dnvb3f4d3fP2LMIZwyfOeEOPrJJoDrFWB4ff/eTE5aRwHbj0nP7BGXCXdn3VLN2vnqWJrXQdgUiZVE0OIVtKDKUkR5kpfoh9gVRXvzZo4INIXDERtQGAC3GPrKzUrXtE0ceAlWgItw6AucJqk0jgvUy6x6wBsNU2silMLE871MpRbMtRzFs7XGGjfjw4uB1OJeIcy+chF/T875iDtbceMfFWy/9QwqCCnKUWiK1trkK05ZMNG0Hn/HGJUPAGo9LF3T7fVfTdnJmIAmoOfmVjIw7lY+VnLe6VNDYf2P7NsQ+smlA9T4hGIAu249b783yWv3xsFdfHrpo0RhPfi36OT8cXOtX7koQXo5rVhyFsJz5kYqSByq3/TcdI063o8h6M2vBnA9wL4KXkeLgGURPQ8AE/3h/0DgE8DePWhzrd0YA27HlwCjgFu3L8LADC/OGijt71CVty8CJlX1O/F0tzdyMK4jBa5yOMLc8lqDYTvci2TnIoiEpPkYWPHty6QhJ6meBVc+X1bnrfDhmkCz3ruoa5MRJ6ToIkpEsIkYybzFhzLXnXQi1hEleQiVDUMEZwnzQAI4UMyBg4ZmsUCo80WxYoLirrp8zovzyWafiLlZWoGO4Y1RiZ+ychXaxHmyGRFt6MGTV/DCfGWVRoMY7mGHTctw5Ne365Wrc9CX+e+fp+V3AXN5DPe+worP+K5tI8n1Jm776XD62+F3DbCYnUM1P64QW/9Y5MWxrPqOqjcnmbTKjjOHMd/et+6wBEB9jtDGz4VwAMA3kFE50FqDvwqgB3MvNsfswfAjhkPGOoOnHjiidh+zCa89keeha/cvxs/d4Zwyb91+x5fYWgEjMey9+/30YqzqhUkkiKmhmLihmcAEgC4TM6jFYYaF1ZjXl2TMmS6sucZyPmX5ZWCeNSORHDjAJZqxutRMuVgDoKg0LROzSkY9Kdb6blEY2BUymBTb4AIpB6JZqGl3IVcRCxdkct2qG5kEFoTyEdUOxERMSaCjgoysqj4ZGuyQlMjq70Z18B87t1/hvH78t4+SVF2heQkqBFgEk1/VIiVdQrj05EpGAJqHJy1gAWoEXqzHVYww0rwC9U7aCn0dLZEVcK/sBRyJFxmQDaPghvOeUakERl4z95LNSBpVII3JWWU2GMHNq7qGlWb4P2rBzg36GzTTDw+pYfrap9FZezQlDFa10BVwswnpfK08EyWyTahacB5EQBlXhtKxKrIxdP8DpUmzwBcAOCXmfkaInoTOq4/MzPRdFwyrTtw/DGnclM3eN6zz8PzIFJVd9y+G1f8+cenFvwItQCtjSXBtDWNWEdAVIA6jQaD+P0NNE3bJUOh7sAj0jLxTnjQiyuR/9sh76mX6C34RuNy3UyxbtMMOBqVbQpy0yDfJ+g93HSqsRYmCQQkQCany5AB4Ixghw3ssPYRkihOaoeeukvqHdRwPQvyJcVTeXAA0jeloumdnHgPArq5QsBDFsPT9DOURxVwOcGOZHtBlYPdu3xoYM4YUXSuN9CXzJEx2isi5jPoy9870nWtr3r8oPVpZ5sStAMfJkjM41K2e02+rsdyOEbgXgD3MvM1/vd3Q4zAfUR0LDPvJqJjAdw/8wy+rRxYxasvfzMuefFFWNi6gLu+vRfveuunUC0NZWVXdDXIckVryqrPp6s0SZhQXKeE1KPGVwETMiGUQv1edNd9OI7HY1Cv50kb9cYMgNYN0NCf/m7k/kP2GBAxgLKSunQra22Qs1vyzK9cAAK3X7AECoIg8mGaEuzj2YZASK4HIFSq9TH3EE4ExO1OFHNcL/OsOifcdDUA3E6zFc+CkK01QeJLBnbyvATQ2GMPmY9r932lZo3Td4VSdSEIfA5/rlZ1aguXGbiexWh7jpXjLOyY0TsgKdDZuEmAu8QrKyvQWhWANFbXP5k05EE3EMUydYpFeOGZlsa/9d6eZgoqKOyfJxiHxkWikBpZnfC9ItYsKHKQtW3+v7Idx2WsuaHfz7Oo2QlMr5yVtIdtBJh5DxHdQ0RnMvPtkLoDt/iflwH4Y2y07gAzbvrcrbj5+m+JtnrPx2JT6m6y3yFrwPpcjltuukwk/wKC7p+JEKgeb1gGJ9BeVRWsqetY0vwQHHEAMuGLXBD3Udk2WEZAQe4XYWJq3XnSsaaahzrQq9pvRSLC37pHQJ4piUGHgZYOOP/dIBqqIVdAhOI9DqL73rAC+jQ+NgbIjUf9jXgGGqd3yTUaAjIBxILev0uUjbRmICMaE431N9ELoEbEUaiW6IBW5pUDKd6T2hR/v2xFCajckmH5BIvl0xv077MwFVAskSRCFbnIr3tBTtRNdNkDcCyGLUzMlA5sTVytNbKghjmtQoXkfXQ9AcfgPMGF0s9d3B6IB+Da7zsd5yFy4GtkepyInZvEOA4R0jxcnsAvA3gnERUQqfGXQ17PvxPRzwD4FoDLD30avzLX4p5G0RBefwJ2k420XluWiXWsE0PAUzqimxSUlvYib731JRd5KEjSPoe/hzyLsWAdULrvV4bfoJD76/AAgsZAOiCqqk2j7gJVgCf8xMKkqRcQanXPjJPLJOCyjNmKaaHLJNeCff1vzoywC4nacaXk3qhxoFouPS3lN1XyYZbvmnEjoUo1QL52guslxWGBoNcfKM5KeHIIGgLlvMFwB2PxxCWsjjejt1+iGUHvv1Hk36PnY2+wk2dQObZWnxS5rNqjUorEaP903w8z2CcEUb8H2KgfKO/MKySbKSClPx9zkhw3Rd0qrVEZWLYalQJispqOnylVvNJ2uHUHvgpggoYI8Qo23ghClHEOGI0l1qnXCMBfwqlPi4TqxNOJ4Fyk4ha5EIrqGtR9VBNdO+1o0g5zLhqEQ+0hE46CpoYqFTTUCfAhJnb+fsdlZBIyA2sjoF+0w4S1B3+8RpzIhPmchF4OtlYmVCPSVTSuwtZDY99pLDysKh2PgojkXlOvy/ej/quaBHCIQB2zPBszeK4XQozi5jJ4LvfPTCEnAZDJGkOSBB7k7Uy+uoHxTMjAaNRcDGNgRiVCtqPvJ7MyBIoctrDI1zLM7zQ4sGURvVX5XlOIJ2SGcYyE99Q4UE7t960eFuBdfKUmu/DOCD7JTF1x3b6Nxu0tV49ibofcjVcYTlz0dLuT53KOatIIKI2c6wbsXWGan0MoeqPX1TnhQeip9SmTdkQwBh92c05yBIC46pOZ1CTw1YcABIbfQ25EIJ8PjnHZrk8AhGrJANZNK+ZBT/QQNGZMBGzfIjLR6zDB2BCQK1rczH6pRJKyOizbHsJGKjMfRqs39eH6Fs5LeM0qAUbDynP3DTbP9zC3fQF7D65hNK4EwS+Vw7FxkFObGVXoPwCYqkBx0MKWDvmqQ76ywXRh7VdOmKB5vm4GXmijsRiFJJ+FPXGHqiwY1VbFai1/l9YRfJiNer0oa19tIGyZtCPLCOgey6sIc1nGFb7XC1r8cAlP3njARAuBGJosQzYlO3HdZowIivSLlgLwxCRN6x14tp8mF1HTQOvJc1+QY52UQe5J3VytGehFKVutcZE0EwqdyD8CWjbhGTlhkYWwYyZCGVSlq6B6B5qAUoIX5+JWCIirU2ZD3kG8J39MnoGJJLEoiQCQSnCpJ+Io6PNT0+DMc0/Ay37pElz41NMBAGvjEh/+ym34qys+h+HOVeTLjagJr9Qwa5WkyFa1ZOzlWWsrkmIc+udewygOkAdNRVDElLU8ZzIW0uQtSbSS89GojOE5x5PAWl1LvcqqBuVZCFsTkYSa9bu6MjsXlat7veDyh/h/3QBoxBgUuXBf0ipXeo91LTkyAAIPe8oWVZPZ2DlhOXqPclY7MoxAStwBIpDXNELaMUa0BsPnHIE0Y1v7axnI6l4ZHwXgh2wdA6Lb1JGRxwpuTSedhN8JPpW5abPY0u+oTgAQQappIT7ZOK/rJbSeHX6fnNnpRSt9HL1rhEKCkW4D/KBhPV7d/+71+gKGmlIA1LTyUQAPTeT6n3PhKfh///blKHo5yqrGA6trOH7LJvzoxefivLOPx0+++d+wfP8Y9QKw6e4Mc7sAM45UXS6orROgGIPXijQpuNnqbzexzQuRmNZWgIGmTCaNm9xKKe6U/j2NzqRKQWFb4f+m1wbAHa4DOzfZx93n0HfYBftmjA/2IOZ6S+ARYgQQ0ignVmxjYnYg4K2ndr7veJug6NM6IyVhpOXDO6rF3EA6S0uUh715kn6s5+i2MIg6q6aeJ/UmmFvnoKqJeIJ/5pa4afd+9dSGYuUdPbf3MgRHcBP9GcFLAzL+ued01UuOyyK+oJN5Ygvitx6mdqBhJYU6cgtkBqZM9/kSZoU1+KXffR6KXo6PfeRr+JP/+AzufNoSXv2ke/GjJ/0Gzth6Cl7ywxfgDVd+HvVRNfLlDL19FsqcCKDntNi595hYV2RF8X1VpolxRbS+mz8tGhNCk8kev+t1TvM4jZktRps2x+CmYwR0vKZjLl1wutdOy90l44a795le4tB39t/UaLrLTkUuLlC/F1FsTZf1HAIzP+eR2CROq8kbnR/q9yPDTnMH9KcqBVn1moFdrjd5uXLKc18cJJk11gj7b65DUPLupXLHW9GP4G246KYDAVQM0mJ6f8oP1wFsLVijEiR17VTnnupG8tC7WEAKigXZbY6S27pSNdzm3iujrvvTMGhYCSmlqgW4q13krXuAk9ZGOOtxx+HkR+/A3geW8Wdv+AiWRiW2bF5Fn6/H1x74AwDAC886R3IPKgNTwdcLkPvkQRFVhLUgiPahd/OpkdBicOEbHzJLJ0hn8qQiH+wXnNCvuup6LUDWLWd3YivQ280nWK8ZCj+UgsLMyRj2BLI0gqHck7qOP7pA+bETiun4n/WybI8MT2CDjddG4NXVdoWibjM2pgHP93Hq2cchyy3uuesBrK2MgeW12ef3tQSMFxmdaHMJbTPPgE0LcOr6jcaR3LHeMwyieKjGomk4FtxAY/XDcdxGdEVBWs9KYAULR+NASU1z3LuthRUo8cX/TQVP6eAyMOhLRKCsQKtDwWcWFzoPw5KZmHwXjmHWpPoND9qp1NsfJQIjt910L3hpjE1Vgz1XbcdrH3g+yDrc+VLG0YN5nPh5h6ZxKA6OhKoc7n22Fl9ozgkoujaK3llmgzEkBWD93yf6JHmfANo6BXpcnoX3SAB4ftDiFWwkPZkbFwvX+HGVprdPVL/aaPMsSvJ9ERacdbbDR6YRYAfWsJHxg8urC7WowH5v1uowIy/3OS++CJf/4rOw41hf3WZY4r8+/DW8/bffheFoFPEGQF7coA/qJfrzmQ/NlZXEZYvCh+LKOLicAzIT6sdJinAtLxPwKsSNcAx0wE3RgENXXiphwoXMNiIgL0DjUsgm4Xn1XxMzBYFoCPw1wvV1W9QkpJLGCUGrliw0rWdPq0OPXdiYo+6vpVTjCcPnV0nNX9Cy3bAGB/YcBACccfZxoMKCasbivQ6mKfD443bAEOHg0hD5fWuyBfBkIxiAewXMylp4X4GFOYMNx4OeTEZNBfceSSh1l6bi6vtK04hVHMRawFmJCPm+I5/VyXk21fCn+JPmooCorZLVSkeufak9O1P/4DvZjkwjQAZQNzTNEwfaCLb+njbHeOH/eDp+6tXPBQDs3r+EA9UYZx9zNH74R56IU047Gv/P5X+BcmkN5DyY5XMNAsEG8iJJhST1RfuVTu8NzIF/H1bdRB04bCeSyMDUe17n9+DOE4F7WQvQk4zBKRlw2j8peWk96miexRLZKXah47SLK6QTSIkx3XBkWflELPjwZoGbb9yJXd96EMedvB2v+J/PxNvf9HHwzjGO72/Fa3/+GQCAj3/4Bkn0SWPt0zCYQ00W9aLUoHaPnzKGyDG4IwcnRVqUmBN5JdGYNoLLaMRn2n2lwPA00pru+dnhEdmhV7X03wZzDo4MI0CIL5q6QGAC+CkQmKL/abokM7Zsm8NLfu3ZAIDff8fH8A53Ax5z+i48dufReM0Zv4JznnAyvucFT8Yn//mzIczCrZTLJG9/XMreSvduHfCRGpbVQTvcV05SrTfYZEAoUJVncRWdRuDRY1MKcEvgUo0ih2OlvkBnoKugpYEM0q4RTQ1Nnon7m4Yu1ZhMI0xZjxU4JHJl0fUkwAO9/j36VRtNg7f84Qfw+3/1Mlz24xfh+557Pu7bdQCnPHoHbGaw5979eM9bPyXejMpwZzYCgpS8g+7+XiMuhkKZ9iD46r1DWOMVoXmmYdAyZaFvU6Oqhs+zDQkIxopT1zu8q3Tye0qw5qykOECWQWXlwt4+SzL/dLzleTtjNMl/kb2/8bwEjvUyND+mW2Anvc2Zn/x3NyIxAFopWBuLok+LnKPxbWvE9UrCPU+79ELkRYYvXHUb3v21W7BlxxKecfTXcfrgE/irOz4BALjksguh5chUblwNABWFUDGtjTxuDz5RWcmLVcqpkksan1qahgsrL0aq923Vq3DthBIgAHRsvZvduCgmopOQSPbEyqDUVUcZbHot7Zuy8pTiJohvhCpHurqmoJp+l6XQagAh04nSSoRBnCBTJhOr98HsgSwAVY1rP3Ezfvvlf4vbb/g2FjYNcPpZx4KZcdV/fhX/+/K/wIFd+2Mor+MBsFKxje+b9Lq1z/coKyFudcYWF5lgIEUuxlpTd13yDHo+XfHLStidyRYq5A04J1unjviH9E0TJnVoVRSwoSyT7Va/Lz+9Qra9zOG7NDfwRW6TKTrot7AwyixCGLxxUQBXP9ftjPJvZrQjwxMwRvacmuO9Ooy0yTRDcANty3YRCb3juruxeG+D+2/aircPL8LWTas4ZvcycD5w1PaFtvjnQ2ytVGRrBU/oDjxAgB+/mlKeg4fDdvERoA0k5TJQ3dZ+AMFCKm3i0vNoJOdbmBNQcdCLRCPmkN46LUQ4eZMM2nfwYfVD6zS6DWKeTniqvbpNnuGrV38Dr7z6TTj25G1Y2DTAffvWsLT7QDQYj3RjBq2NH7Ke4MzTlVX0QDeQ+t367mgEWpj3lPZHtnjORCtyGW9lNT3vxbcjwwho0xXXuamMqdCUHtmJfVKe48EHVgAA5zzpVCxc8SW4fB7DnQsY2gU84wnHAwDu33UgZHi5/QckD2HQjyXPOo2dAw1Hrb24XNDIqlk3SdZgE1HnLAvEItZjygqY63vqbA4al3HSqJZdbSXZaDT9xak0eSh5XcdSWcFlHY7anHT9e1XF3Hf9bNCPq6eXuA4Txra9FgDye+bVnAeRHTcVpEsTnLQ/vcHYtesgsOtgzKv3nlUL1EyfWzMrU8OWMiHTY1eHkaCjIWUt8gFET0jvR8+flKnjkQiJUK8nfabAoDXgWVPHEGD8db1MXVgM9LxVJWOt3xOwsPM5gHgfyfna9+5zGtI+bzwzMRUo0S3UEc8TcJI1xatrgHK2vau0bnmvbiPCVR+4DqNhifO/+0y89CUXYfvOMbbdPMJz+sfh5y67CADw8Su+ECTMQz2CtOlqOhxF9aFZQFR3pa0bkNd9R68QfkMhii/U78uLbyLqDSByAjTNFZAc/l4G7hdRd16P8//nBITUe2GfspxWKj7kfZeVpzgnirjTftJn9LLb8EAajT02kk74Ipd7SROUxqVPqoqDl5ZWZUvVy0O9vta1RqVIpqkGfwKWhj7p90K/hDaNTKMf5RncJqFKU1lN3FP3e9wFJ6dsV+LhhJbU1yxQsvu5SbajnXOF7FPfJxiXk54Eu7jFAcBjMTCisHWkbwcIIRWSDflKPAmNVcWJrPX7nslTsKdGrh5cw1t/9z145Z++GD/5K9+Hy3/2aRiPK2w+SuSirv7Y1/CF//xqfOFZhkCmSPLwg3wUx7TN0Ax5ajO1X6h/UcHS50UMkaWDvvIhIZKJz0TtVVS9h14OmCYBwyjm/+u+3vP4g+ilfw7uFaBmygoDTNJglfeQXLt1L4qU6+RjDntjLaKJyodSiSJ4lQJr/lpcNyBTS25ILjgJVxXI9kLYzaystYDPCGr24mqehAnDcawEIl/+K7yvBEzTftTnT5mhExgI+f22x35UwAaYBAHTLlMnS7GRNBOwaxyUggyPPen5fWgzjMOEvclKHEtbMiZDiLqGYAyH0MQ4QoyA7+yUt5rsucMxmZ3t1jgpYklE+Ni/XYMD+1bwwl+4BGdfeCr6cwUe3HMA//mPV+Ndb/4YXJ0CfgBz1qYsK1UZiDwF/3fAo9+6iqcacYYAmACssUeHWRH69HidICkol17DMVxu5TI1IZQIq5vIhkz30GldRr9CzpQcq2svApK1+3hGv0I57l3PQ6/XLQzbOC+RPZJBSRRrN2gf+KgLVRzvg6VE2MxwpnMAhCJOjtvlvNLtQGYlhTz0SWKA53yyj2NAyUfGAFy3SsLJefy206e4o2kiyr7OygrXoe6mx6ph8c+LIm9zDcL79P8qyp+ZOEa6xqp17sSoZJkYZ8dg/r8llbjIgzgiHm7Kr2/XXHkzvvih67HluK3I53vYu28NTjPbgKAEBABYnAeGSSowUZsc41tgiY02plEYK8nIytyaQKFGovDvQ7MGbpDD9TKYcQ0a1YABmrk+qGqExWdEBpwajkSlKY17RYwcrKMuw1sWZU+/EaB0yuALWXEbaNTvidFYXgGNcsEjeoXfJqwecvtHB1cCdbpFrJnmsq/XnBPi1ZwK1xJoRA890WydxuMyUNUnSoN7bw2A4C/qFXT6kXJRyebRaCJF/pDX7+W+9obnbSxNP+6wjQARWQBfAbCTmZ9LRKcCuALANogC8U94OfJ17pa9ZJiII7Tc7yCVXbWLLWywHdy7AiyPpUOqWgadV+hNlYCCqKO6h2qRNXauLLi1UcxFSFOJ05burQHBAMYluN8TwK/0mYmJAeC+rLLd6kBuoRDV3lEV4uWcebkvC6CwMKNKQoHGx+91i9DPfZ2BxAD4QZXShgHI/h1YN4stpO2qDNfYvxONjnieO/eL2TTVuhajYa0nZHlGnTdYkxf1E0NTYlNgME2RVdKOfyeU5zH1nH0uyPz8hJdBB1fEEOj77dSHDAsTAMzPTdeSmNVf83NhuxNa4u5TrYI4yeepEVTPq6qF0r6yCjOYgZOp2UcAAAAgAElEQVR54R1KQFVaWYvbkXWAwUfCE/hVSNGRTf73/w/AG5j5CiJ6K4CfAfBX657BeUtnbURCtVVVFG58uM05WZVH4wgmkS8ICUzu66cRSR5KmxaW6+7JMit6d6MqGoLcxiq7AOqFBFMAQI1Ds9gXxtqMgSiagJ6MtE6pLjVMct2sLak19cRJ6LGzlwUQZdTHpayq/V4kW3XP0236HlJvJeWKTLv/We/HUPgupQQea9qgpSb8IDF8mpA0q43LuKIfKvQKBLUfruu4vdTPNOI0qxV5xH+AdT25cO9d29ArfA4BA/XsBfSwogNEdAKAHwLwd/53AvBMiPIwIMVHnn/oM3lrlRJU8mT/qUw+Y2IYL0xcT5boEkvUutaeBjoai6eRimqkmW5aEqrLlFPA0E+cCfHIlGgSsgM9cpxmMGZxH8/GRLHMFFzsDGy2BFeInr8kC4mR4MLAFTZWwfEgG+cWsARXSPENTQfmdAAq81GfUfMNUkahgnF6XCfEFCa2knfSfmhmqB6xhjCzWN9BU7Y1S8/LZLFWburScFPBT9+nLUDU/4R+8W5+Sy+gC8zpe0vFY2a53Wm5+i5JynrijsdDQgqwErt0nAIBxQ+VhlLGandc6VbOGHHrNZuw++Ozajl9V+Ezs+5W4nA9gTcC+A0AWsZ3G4ADHFGIewEcP+2LafGRPvlCD44jSNbviRege2p1QTUuz95YtCJknVAW4IuMJFZUX7ZDfIlBBNJFQKYrBqKgXLoKGZp8ccl3uBPT1uq+SMt6pfLa7OW/rQnPxSTXEfdfSoDDSPqv8fX6xCuw4Z44N3DWCJ7nAMNRviIwC8mXTveKu2HS6HOmwKyfnJpZqQzKUHqdTUTXgZbLTd3BmkQYSPssVUfWd1VWfrVO+rhpvGIwebFO79Wlkt3d9xGiDM3E2Aj3meoUMEvCFyBRo47RpyzrlLU3oU8YLkxwMj1wyhrskqBUFEevmyFJf/cJTN5AsvPRKzWc05oaGMdg18TFUhfHdUhYD9sIENFzAdzPzNcS0dMf6vfT4iObs6O5JfYBSAXgtaHsN+ULwo6b64OqSjrYMbj0Lmq/HycXEbBlE+jg8qH3b86ndDqWrEJVMvJps0EFOHGHQySAKKkSMwOxnXxwD2IZcK/9QkVcxKGZywOAaSr5t+kZmIZRLWYglkKfLouegildCyirNiUZaZkB4F3kYQXSLUY6KVL67Dp9NeEu94rZIK6CoX51bqVIz2qqqOv35TQ/t674h+vloiY0rmKYUIlOUxaFqY154jhabzvySLTGhagKJcKgPOih3jKHbO8KcHAZoYzeIRp5nom2UD0bkK3IOs9zOJ7AxQAuJaLnAOhDMIE3AdhCRJn3Bk4AsPPQT4B2uMqHNgB4xhXEnQeApRUBsHIRTtByXBiPJRGm3xeAp/JKRcqn7rpDzsXUUI0EjMYTedwpK3EWozA0FZ3QnAOvmpvKQVHthMfuqwIzAdViDjt2MJW8bJfFFZOc9E9TGLhc/l8NDMgB+Wo0EM4SbCmhs3rOgmqg6VnRANRVE0BGgK1qMLnAMAwJRK105gTcVJ5A3YDm8vB38jz+WS0UNPF8Ai6r6LhlNhCDFB0XUU+Pj6z6tOGmQSifpu/Lb93IEOxBT8xKlZm6TXkVw5EAw/pM+rypnqJ6O42LWIU+o783sg5oPEirsmejcQwFFrlsa5RsNm0SG4qTn0xQBQ4tly0T65YiBUCneQSaUwI/ZhMvmRsnBmVGe9hGgJl/E8BvAoD3BP43M7+EiN4F4EchEYKXYSPFRw7VOqCaqAgZIWN4JVklC23o3ldWME2VGFkmK8+hvl9GodMQyfC1A4O2PQCtGUdV3d6Xd5odO7g85vw3hUHT9+CejtMeoSkItmKZ8Emf5MtaKITQqKAnM5qeeBziJQDl5kwKfZSFcOm1cOk0b0mfyxffFOHXqv3Z4bRUU1FdfMVmgFjfcZqR8Wg5gMlcjEM1Rf47SVzT7gmAXEcz8TphY2aWYriA7NfNQ/Qm0tqWK6vBCObDsYCQqVHr9nl321sl+QwTBqKBW5stpvOd4Am8GsAVRPSHAK4H8LZDfiPdZzdN9AJ6vYT9lGRmtdKL/WRJ8gkoCSVSlsmqBxkw6vrDRACFAS/7TABLsk+LW89tjTZhxXVeil9ZVN+Ocwu45BgfDYCRIhmcS9lvOSHQ9E2Y8NV8/D8bjwvoTscBZBgu88c1DDskKRLKDGoQqg2ZmuXhPLNQmIss9zYoAF/gk0bVpOvsnHg2NlKZyRdnRSqQqWAdEGtEKMutstELUqS7u1r3ihjfNwbQPtHjNGNTP0/Kuge9B40c6f49pdMq/kOelKTvMd3a+CxQUoANYlBJgcWZQRYClOKbshDTlHdjJfydMv98n3DdiES5XlNZjpUHX9XodiMLzKBuyC/dxgWAOtwoJlivSXtEjAAzfxpSghzMfCeAJz/kkyQ3LhM5i7oCTRPpj/DWOdEfkO8lRkQ7j1my/PTlE/k9v/pJusx6FRkdeKkl1ZTVtNNTBmEarUjSeGE6HHg1HI48VVgGmsuNpIHnFCZ+UxDsmL2+nv8+QyZ6w4AVkLApAFtCyn2XLtQF7P6rzQ61LBiAIgN7oVHKLLix7YFSJpEQ7aeu56QYgvaBpvPqgCzjgIdOsg7BRxOh9PdQR1HvPUHPKRcQMGg8KCOu32sZF0rPD8T3rUajG4UJ6d7UNv5+8vA6WazkDVCLHhzCegj3mSpWKcWXFLBVfMkvNpTnct1ZF/Xs2Jkt1RhQXKAogBnQzRHCGGxB/K1P1M3hsoqUTc0w7Lr0jsWIKI21aUALC14myqxfVHS9OKzr5A8ke3zWUlk6kHyeObT4JdBmshGBCV6bn9EsEOq+vCjDjLSGM1P7X/1+PACwJcMVBMALhjJgx94YOVkF2Up0IV+qpvILXJFJ0Z10IqWG9KG01MXV90DULrOWntMTgcJxuip2yEbTIj96HrfYl4SmkU8E0uNSAZdZVGQ1KE48BX2fLZBUJ1MXQCQKXgiNy3Y0YMp9HvJvjoGmFi1Hv70NcmTTjgXaW5DUWKXfIdMuWtppR4YRIMRqr2lIbW0YLKnZtBj/7jUCYQg0P/D6A3V06QLamkl55rqOLmPu/008CzlnkjqbtjpacB6NImZQi0dCzoHnB8K+a3yBS9XXA1qsL5dbcF/uzRUW9ZxFuWDQ9Ai2ZJGxUuPg/wYgeAqmZjQFxCtQV1/v3/qtQsOo+zKRsmEDAofSX9nSCM6HJEnj8+H70RWG84i1cyAkRU2I2jn5achP+y9RyZloqg+p+fhpxAWQlXA92q6CpaYH1I28jyyDGVZTj0MpEnEtxeW01oAHC1PVnWAsPNeBNe4PSOhtCp0cgBBzbBP0GeVkvq5gkvBDqSEhamNQOaK25VC2CcQsUvj9XryPqoo4jmIixrZYP7y2JvOCpc4lLcb5021HhhFwvpR3gnA+5OZDiSGeCoTCjACk47duBg4sBauvKZtp7UIqCqEQP0ICFICfYFkhZbqs7DNdRmj6hKZHaHoAU0w0anoEo1vXTLYHLpeoQZFZbPaT6eDqCKO+9Fc+ZFjLcL4wJwBkM0qBzWqqQtRqVQ0a+wFnjAijqDIPsyDgwCQjEgiVedKt0rr9VNexmKYq8E4pA8aF/I2IhH57wIfSfMWn0Io8FlYJyTcRT5rwDuooRBq2f1kWJn7wbFQS3p+n1VwsVy4Tc+MgKjsHrK21cyKyDGTlnBNFa4EovDsuxWswFP5GhS/N5yKAOa0dGUZg2u4nSScONQnqWuKdyrk2XlBDgRfNJFQQJl3VxyUw6AWNObHQyT4NCtpQe4VLiSietajhKPKhK54XdxSO2mEez8gjAFxkoErANpcTnKf2mkpWccC7/VaMgQKCzhJggYvOPhmXP+08fM85p8H6fWvdOHz6+jvw7k/fgK/cfA/YAKaW7YatfFhQo1AuAoZysbQMeQJqdUVRfWZkeKQ8GfzWgGoPCoKD2xzy4Z2LDLeUkKUAnGI8jSfZ1EmYT8U3U5ZeKgmeyrYVOVDJe+PMtjAdtsKiVHAv6A96D4GYo+EjT522hFbSnY4nzbvwLMxAHlNiE7N4QV1gLm0p78SfN+AAkJkQUtGBBLx0YJtsUVTsxJiW2IneL/UKX36+Bjfr17k8MoyAxm19Hn/Y/3UIRPpZC7334N+0mmwTe9BUaYc57pumxXFTUEmBtnRfmrIDG27l6IdEGwUVGwfUDnbcwBVWgvVKcHMMwHsE3tNkgt8KEI4/YQte/4rn4fRjtwEAGufw4NKq8KHmB7jkiY/BJU98DG6753686i0fwH17lgRAdEA9ZwGWa9ixi4xFZUt2QTqlmJadv2sF4HEZRFECG28a6qz9qddQwCsFbdNmCMp4bKXVOhZUP0SDTFtoUydRZmUCqVH2atCcx+gEqVPoXFBLckUGKjLQ6kjIRkpsKn3+Q1G0aeIcr0uebh28nIRPMdG6CTyGMFG2XQ2jGswwtrx+ZReUVaWkphHvSaMZapRCv2JdAwAcMUbARAR4ViiDE3BOefhAW3JplnCC77CpGXI6mBO5KX8jsfP0/x0Lrs2srMXCHTo4AIRCqMyevEQwpfUrvYXW12oKQrUI2RZYhikJ2RrhlOO34u2/djmOmh9g94Fl/Ot1N+C919yMvatrYAKOWZjH5ec/Hpc/9VycdeIx+PvXvBg//fp/w66dBwAG6r7x7EKgAGCLDKZqJJKi4UvHk+HOLoqvXVVVwMKc9GVVi1GY9r60r3KhePNYynWzHcfJYGwI5YpRJznW2tnvcZ3Gns/gejlUEr5ekA42o0Zwg2Q/zpbg+hnq+QxFbmH3rQS2KJZ92K7fa4VIQ+jRs0PZJxTR3GCSo+JzFiTNuom8Bh1v3XE0g62pFGXq95Mcg0gR1spZyItgrCeOm/E+tR0hRgBYt1ZbXUdQpqqnPlAAd1JXfh0hR+F6Q+jJzRg0Nxfd4bqJxSs00UfPranF2rTScAr45Mm9JPdEtQ/RWdkOuMxjAz2gKcQAMAFNj7HQ6+EvX3EZjpof4DPfvBu//N4PYtlIvT/Mi7ewu1nBX372GvzDl67Hm3/8Ujzl9BPx5l+8DC/6g3/CKKulX2tCxp6bkBnUPQtTNjCoQbWRAZQkNiG3QG2nJgFpiG7dxg68NmwDXuQjJZrMVeQSWusSfYyoTfPaKESA2PTiBJumMZheOjNw/QTk80xJLgyahR7MqIKYQ70eYW2HeA6DYeWLrTgp8mI9aKiYRCsOn4RWZ3RDCiAKTuWlyUdaGcm08IKARXTP4xWoWzwVXVx04RwMWvcX5oL1FanZ/V8gNOo40kQ1pDNN1GOY1Ix/KNqDG2xcVYGEQYDPi69nV7lRxRlAFGS7K6o2LxQCAK5v0fQNXNLzTQ9wPSH6mJpQzzMufcJjcdzWTbjpgfvwc59+H0ZHVZjfvoZTtu5D7QyWyx6WRz1kxuH+XZvx8+/9D7z7J38cj96xDZc87SxccftNgAHyZUK+RD5MCOTLk88SQNAilwIn0xpRFCRV99SnC89so7G4qintVZvWV5x2qfkBUHkDoVTsNCcAEMBvQVSZeVCAeznq+RzVQoamR+jtr+EKE8KxVklluRVX3Irn2N/foNg3kuiSxxMIiM9VVZG8puHL8Xji3t1BUeyYymC0NhpF5Ql47Yz/lkZGtBRWp398hBgBF0Cl4JqrnltXngkI5ZYBYFZRBe4VcfswQ7KKiMCDPmg89mEtGyTKpKbdeF03ipI4cQsF9vtnrWfAEOTd9TK/R4dQfHNF8YFqEeBCvtv0HV5ywbkAgLfecRUWjn0QR+cVztxyPy5cvBs5NVh2feyv57G/msOnmjOw3zDecv01eP2zn4MXfdd5+KfdN4JzB7CFHbaNE+cGjjPxTOop7neRR6WlPIshti5o2LioBckM1ko9Kq/WOLTUctudJwCbr/7UAhzT5ku8h5oBekzjgNyC53pwgxzNIEM9Z1HNGzQFAZTBVIKNMIsR1GQscqIwZQAU+0upd6ikJ1VX9uFlIAJuLTdbweTcIOgqAoLmT6M6p6HJ8GwbiJikJLS0PiZz2xip95J+V0OT1kx81rq1Q97Ff0cjINQX0CyyQ5FUDrVvtDGPvhUTD1qA/tLOVxFyDGTUHowz7iHkbBMJQjvjmLBFSM5lKgeqGaZmCfvZWF68KRicMy44dQdOP2ob7h8t4Rvja3D2tgM4abAfj+7fh7OK3ZgzFRwT9ro53FNtw/3HLOIb2XZ8dPkG/Pbo6XjccTtw9o7tuGXf/XLiNH6cERpjYIhg6syDmhG5D0IkyaAJnpDhScbdNCPcJdRofwIS2ktCjOHvgZ3I7TBlegxFgRUuLFw/B+cWTd+imbM496mn4LIfPB8XnnEC5oocq6MS13ztW3jfR6/HLV/biXpgkTmWKI0/rylrIRr5ysWCqCcRCddEElBadj7N0Et/T6jHrbYezXejTcFyvceUpTit6btahzIMHDFGIEH8U/okEUImfLqHStlS3QdUS66egutM5oRFFtpasoKp2zptCxBegGcw2hlMrO4LpogGU9XAVBamJpiKUM1BvAMGuGDwfI1Tt4vrePvyN3DC/F6cPNiLcwffxin5PmwxNRbJoAFjszuIRTPC8pYBBrbCrtXNuHnpHnxP/0wcu2kRt+160HsdgLPwVGMFuhxcYWGcA5WR2htIMkreKqtWVKVFVDGR4Te1qQeXiMiSSpsbAtIQpXNxpR+X7SzGLiBLgm8085J4tPn4TXjd77wAjz39Ua3LF3mGZ198Np598dn4yo3fwu/86QdQ3bUkRpGTsaOCMobEGFRVFEZtYvUr6q8TRVqvMU+Ksc4CVA/VUmZq2hLqcbyGQdDdWKcdGUZAm4ZDAAlzzM+BUINVHVizslKdt4Qcwlqb3VIsY13N3nuG1tUEBCa/4yXEJ47rNu+qkldGYl8Uk5oGVFmwlw8zNcNWEgakBl4fT04957cJDVfomRo9U6FPFbZ4BtGyn1w5AadlJarBXVhzBRazEQorG7+BryLuMqAeAHZAqEqSVOIxAEPgTOsU5JJEpC4xMDnIlP+fZeB6BPbJUpx1CsB0+zDLJAqQkt29PHlaliu4+N0ydN4IpBmGSgBiQzhqcYA/f92LccJxR+H+pRX884034D9XvoydD9bYYTbjhaedixc//lw88ZyT8cb/80L8r1/8J5RVAxD7eooc05qdm00vntY0fwEAMslv0byXib7rAq1a/g7JNiORpmfvZRIQq2cDskXhxHiqsQ4EubiFlXR7obGvZwaOLCOw0dbvTYRkuFeA+4L0qkvL/V6QsAor25RyYRtqzsXCKCqPNa0ZE6/1UAYUADM24H057tsjE6Zwj8L1e49HtdWgTzW2+Qm+xZTIvXPxQEN4oNmEOVPCEGNLvhUAsFyNwAWLcla1gdVK79d5FFu1AKa13mT/U78XPbAuWKiEHkBowsyyb57zYNk6ABkXeSAImYMr4e+mrJEfGOGVr7kUJxx3FG659z685KPvRn7CvXjuCTfh0afdh1XXwy1rx+El11yIt5z/czjzlGPws694Bv7i9R+TCEnlYPavrA8y5wWMz+2YEKiZxsTjBORerzWN0OKBWLo8y4JhQJ63y90xwz3wYCzX121FLuFMoshY7EnRG2TluiDkkWEE2O+h81xc7HEZXfZM6KGtEIpBEOugshIDkGcCEPVFecf2cnE3s3ayD6noqC92otcITS12J80U6ICQKsaRume6/1LvRKW7fFquGVdwJodpZHKGFGEN5Q0ZYIMbbtmF8ffVeOqOk2FXT8aXxgWWt/dhyOGU4gEsuxJzZow+NdhTL+KGtZOwa7wZxGfhzE2nYLUqcd2ePXJu5zEHgyDLJZV3PUYxrmMl3lRoo2di3QLd5zLLwPLbhtbAalwEdXuFRBF0q9Q0sh8BosajIZB+P4S0zKThcS5m4OWZAK51A7YNjt66BRc/7SzUdYNff+MHsLpljGx7D0dlqzir2ANDjG3ZCsYux89/7r342KU/gx941uPxtr/+FEbjoTyPCnoCYcvBzMBaLIDCKacCkBBnKDtnJOyXF7JCl9X08TJDWEQO9NvRRAGIV1bjnl9XfmMCnZrLStKQk+IrpH3dYYBOWzTTdmQYAUoAOceAT6UM6b0e4AhyTIVWEZZVlz1A5HoWTU8GUjWXwXrOu2kczLhpM9y6WAHQ+n0irtrFEdL9ZKtF169VLis9v48Q2DGjWGaUC0C+Iu45AKysjvGRm76O55//WLzs+CfjdV+8Cl88MIc7tm/HoxaWsaVYw0JWYmBKLNUD3LO6BTsPbsarz/wBAMD7brsFK3sdTEkwOr69sbGlgy0dTC0AJec20ofTx9OKvCnQRRTLruvAVfKNn9Chxl7yWcs7CJp/HZLSBvbWasTZhw2//7ILYTODT111Kx7cvYSsMFhb6WGLXcNWW6FPBIsHsHfhW/hS/k1cc+c9eMppJ+JZz3wcPvyuL4frknJPmMVw53l0n9PFIvmbFjZRjQXRo/Cy7RvZ2yegskZIWEllwFQ+BvV6rUneEtKpGwCNzJGqlpAkkecJtHkG3XY4GoMnAvhHADsAMIC/YeY3EdFWAP8G4BQAdwO4nJn3H+JkSMtLcb8AGT/gVPzB2HZSR+PAXjtfVHgtmp5FMxByRd0jmNqEyZYTwY785LQG5KKH0KIga0hGxR5U1wCIK7wOAJdEHYJxgVBQvYEKiG4yyImFt2+YUCwBdc8iX2WfXCTH/NvVN+D55z8WL7/wAnzlpnvw6TvvxoMHczwwvxm23yDLa+R5A2ZCXRs8Y+E8vPTMCwAA/37VjciXhddPDJhajI4Kj5JjUM2+D30hEwXgEuPGjWsJtLQAOl2ldCLrXtZxiIqEVR9oZxYmiTXcOJDlSQBQjUzjQi2GECbMLJAZnHDqdgDANdd8E7Zi2CHAaxkqtsgB5CBsNQ1OL+7HSZv241N33ImnnHYiTjh5m58c+hz+PnXBUV3LMNkjEBrHiT6vf79eJJSczy+wtrU/D01Xdl9UVh7SyN8S4wIguv2aS25sDLsCkTQEv2g5XzOhaUQjU+nN9Qy6tm+H4wnUAF7FzNcR0SKAa4noSgA/BeATzPzHRPQaAK+BqA3Nbt4CB+66p46GYiDGSEKE7nWS+nQ8yEEZ4buecRbOeeqpMPMZdi8t4/3X3Yr7963IarvCsKWBqXyn5lItOOzZE/ddq8hyXYOK3Ft46eyw11cZ6FSdJrknGF8UNIBrtiUqSpWDIYIz5FdlC3KAMVEs4uav78HbPvYl/MwPPBlv/slL8cYPfBb/cvtNWF4pwSZHnTHKgrE4KPAT556LX7/we2GI8BcfvBp33/Eg7CLBVhCvo4GoE9cMGB+WNDE0KXFxi5C3Achq0q31kNn47Cr0omHY1PXVUmlVNenSAgiS40RANQTXvk6BjxLwaJyk4ybbgdRQOYfc3+sYwgewJcMMDW5cPQFP6d+NeSNcgDkzxqP6yxgP5Ty27xWTaj9BlBVaI4bV1PNMJ+UE4McxezEYRRtFasoqGIvQgoqRi4taEAHh1vGBFOcNSeqdiuBO5A3wuJQCpGUp4O14LP2mhnWdbMbD0RjcDWC3//8yEd0KkRd/HoCn+8P+AaI4tL4ReKitV4Dn+nC9HBc+7Uy88jd+EDu2b2od8opLvwvvv/tm/M77P4VyZwNnM8w5RnbAH2BtKCvmNs/BHFwDeYVjNxxFEciHcE8AYv3BQSERig24hr2lBuWiAbsYBy9WGH99xefQZ4uXPPtC/PoLno5XDC/Ch794K+7euQ8wwOknbscPPvkszPlr/+2Hv4h3fOAaWAsMRoArfHpyLRGBbPwwYtNTGhc5yPryVh03k5mB4eGVkJvVFNQVwDfDvr0CFJ550tG48ou3wY6B/gMG773uQiydO8CTNt2FLXYV91Vb8O21o/DMHccAAPbtn0Wdk9WchyO4fQek2s+gHw2SUpZ9QZHWc48j4DwTNAaAQR9m1tYny8K1NgQubrSRL6s3wx9/RDABIjoFwBMAXANghzcQALAHsl1Yt+X9HNsecxz23XcQTpH9gaekZr6eXlULNRcRuX7y087E7/3RjyGzBnft24/37fwaev378L1HH4vHbr4ILzj1HOz4sU34xbf8h+AC9aSrJSWpvdeR56B5grEWYBe5CwoCquegFjnPwnl4Gmchs1EF13sMrsh84RAC1SwqQM6CGpm0TU6o5kVAhBl4479eha/dvhMvfvYFOP/ME3D5M86f6L+v3PxtXPGRa/GZG+6EyShCD9anExvZEpiK/XYA4hFkJqgQ6fNwjgicJqszfF09AKCGgjcwVdLdD7qAbltCi7HkOErIFYXXj/Rut66uaSptIq3E/UJAxYbx6Q99Fc9/8VPx7B84B29/5+fgDjowGbgsxyf7j8Hdx23FSfP7YYhRVdvw3LPOAgB8/Au3AQZe4j1JX/Y1L4hIOPtl6QVEJ9H4CAzOiAANR+gyXWkwaIuB5pnoMTBHApX28ZZN0vdNE/CUsC1V+vJI6M4YSHIRV7VsLXwaflAdBqaTunw7bCNARAsA3gPglcy81FIGYmYimrr8pMVHTjrpJPzzf/0G9uzcjw+971p88D1fwWpVw65ZoHZBMkrdcS5yZAsFXvXblyKzBm+7+iv4k90fxneffCee1b8FzdJu3LJ2Jk4++l24+PiTcdnF5+Ajd14/eRO++o9ZGcaBoKqxCqj5FFgCwuTnUgAzIgLPa/5vAjQywywPA5AmUQz/8gc5WlAtcwAwyRmARWkofGyBT153Bz7z+a/j9JO24+kXn4Uti304AAeWh/jk52/DPXfuhbMAeZ1CEzQGCS5nqAyZKSOgh4YFHCzrFg5AjYtGLgGWAERwbyMqul0NyFnNGABKaKEJzylQX8kEGrZgRzVu+8pduOOWXXj0Y4/DK3766XjD2z+JYpXAewBbDg/OSSAAAB1XSURBVHDng8fjjsUdsAXjDU+5FP08w+dvvBu7v70fvWqdRCiiyElJwnFagiwQnqax8dL7T5mOudRopNUm4k5ATFfWZ9NtbjC4k7fHPu+CR5LgRnpPujtIhXjd+lsB4DCNABHlEAPwTmZ+r//zfUR0LDPvJqJjAdw/7btp8ZHzznsCLx1Yw6OOPwo/+0uX4GnPOQe/+n/ejbU9K8iWK1j13jJfWosIFz/zsThq6zy+8e0H8AfXXYUnXrgLzz7qRnxXfxe22h4eaG7GVff9FX74hN/Ci594Lj76j9dLKExZcWEyOFA9bsVjAcS9mAqVhHCRR/9V8EL7opvdOC6DtmFaaowt+X26/i6xdQHwJGxgS1EP5goiQMoMUwN33fkgvrHr6iBCQk5Wd+s4pM8ScxAstY5Bzn+/ibUHvART+jIiBtN4wotX9iUWADUoCQOgRlJ/J0p5q6CGVomaRWnV3Pd0FdW9+MQ5FSiMf9KwLFvCW//kw3jd3/wULrvsidhy1Dze8R9fxDf27EM2ArJVg7MecyJ+8bsvwtPOOBWroxJv+dfPwNReUEUnMVFbPAYIxLAW5z5cd4q8vYYW/T0LliQeZeBJKIinIirsFbVS/YW6idgL0fQ+dDHES6qvYA3IFnF8dz2UdejFhxMdIIic+K3M/Prkow9A6g38MTZYd+Cub96Py37kTTj/ksfgV376mTjjtB34vd+5FK/4o3dhsM+gt98gOygkIC4k8eXCp5wmF/vCzaBtYzxpy904p7cbx9g5ODAKItx28PN4ejnCY47ZjmMW57B671BWu1EZEV3vMkmKp4lIPplIF9XEEluIm2corHChqKmvdQhDkwkkJPr/AITMVLtQAajpW5hayonBMcyYYQsjjMIxo5ozAEUjZBoSBW3n1YNIgD7JlpMfXbiJ1RDIitL0DWzppLgJ60rDMGvlVBVeEUxVhaVkUDkngLlfoUNrGnAlxTfDHnmKJxD2vQmpSAQ1EwQ7eFXOh9PaIKWWILvp2rvxh695F37rdT+KZzz9bDzj6Wfj69+8D/uW13D0tkWcfqJEEJZWR3jVX7wfd95xP3qlC+XYOBNpeOqkiLeiItOaGiw17gHk00XEFwNlExSpwnZS9S2tDUCeTtwQkUlX82nNJN6Ka1oRl1DOT5tjwH0HQoSQCkQ/AeBGIvqq/9tvQSb/vxPRzwD4FoDLD3UilxP2n9bDB5tv4TOf+hf81wt+Gk8+/USc+Mwd+Oa192NuYDBvCNlyiaafAZZQLIrvs4fXcMy2JRyXH0DDhP1uCAdgb0P47N5T8KLjx1gs+hiwxXCYdIQPm/Bw2M7O2ggXPC8kZXSD4CEbA/apxNnBMbhnJ/MXfDMNo3egCtWJyUm5sbTZSpB+U3FQKi5WGpmYJJMdAOzIocsXtaUL1YzM4WaykpG0X0CMYAUxqMqsHPTFgKUkmNWNgYaBTZdSc2e0L37u6/iFl74Vz7v8KbjkOefhMadHGOrg0hAfvvJGvPdD1+G+B5YwWKpgRzVoPGMvv5FWVrEoia6wWkcwbTpJmaOgar8H8mXZpz6rOYTx+Q60w4kOfA6YSUR61kM6GRFGRxP4zBVc9Ogv466VbTh/64tw+VPOxO/fcT/6e0lixUSw4wZNP8P9+wUZPufUY/H+e+bw1dWTMG/G2OeWsLdZwEcPnIs9u87GcRcvoq4bHNy/KnRilTHzcVVYCY2FVMxcxClpOBbvQOO5KjRS59E61zFEFlw8ZwAtMupY8AyO7jqYQSMWYdHcwHhjYMeNiEcQCaWVfT0BtPeF5GT1Z/Jagh7xN2MXpMWLA0pW8h5CE3EHGMCu1aBGvBEzrPz2xgBJTJmLPK40jQP1emG1CypQ6aC3VvoQiKt/4NVncr7hWL5T1+2inlNaYN3ZLNaNAEDLXmcyy4VfPxqDLGHnHffjLa/7IN7x51filCeciMGgwHBljNu/eR9GjYNpHHJAuCLs+Q3++7w2Eo69teuXmtPn9azAiRAqABgbNQWGI3SzYSM3gVuRFeoVkrSkHogSznx5c+136vfbxkebqwMQyWUl+gHhnrzk+77pj3VEMAbZiLLO1k2reNLCXVisPw7gRTh50yLYCLAVqvUAoNrhyo/eiBde9iS84LzH4i+/dg3ed+v5uGrLo3FUf4jSWXzr64/CHzzuIlhj8OnP3orm2wdhxmW7mo7xbmk6uH2NO/SKSFRar6Uvo7N35V4e9pya0MT9POxFFTJtesmzOXHjadwA3tXvasuLoCjDjB1s5VAtZHC5ZAfasr2nzkZS5FSBJjNuQOMGpqxFkns4joM7JT8BMcas/1+vpZ+nqdpEogi8tBIz87pfVdXnpKx28M6meUxV3Wbl+WgHAAxXx7jlS3fLnzORV8trF1iRIVW6BeAp9ZsxVRw03Gh3mzfjYN37q6CKocls02m1BA6lTLxebYxp59tgOyKMADwwbPyscEZENdcqBzMmmNpJHr5/gYYZd926G1++/m486Qmn4IrnX47f/fgn8LmvfxsP9By25XN47dlPwU987wVoGof3vPOLUZs+Vbudms7p+d8LEgsPxyi4Z00EkdKBpGKZ00ptpcQkZXllAMNTcKGgHqIGnSGpIWioNTBdTqAaQUwUjWwLQg1CF7cAVLJM+tpJMVOIAaWqiZGAdK+v/ZLqNyZgXdjLV5XsXykRGUlLmaf9quGssgJZF0OKnboPML4iT+IOB6JWtzkH1AChjNfw/cokn1PVwFYCagZSkH7Xk7+oqtu4BxDAzlY16kACE4N2KK0LrnyhHEMC0KTGIt0+NE7yEIikluWgFxLgyPc/+QgNqlrGY9d7Uq/DcejT4ImwjlNqMxE77YgwAsSAKYG9S/O4eukMXHzsTwIAPnvHLhTLQnKxo6ZlxS0RXvfa9+FP//ylePQpR+OfXvJj2L1/CQfXRjh9xzbkmUXTOLzxzz6C27/6bZjGBbd+amgHgNI3WY/pJLQEiel0hUwFUjsU2nC8v2cAUZMQOThncf0LC9Wb1qiBy424ro6Cd0GOgbksliMDAOu3SL2IIZDyIRzLgKpdDBs6F2LjbM2kHoA1Es5yk/JXYXBV8MCTm0xR9bX34u/Gx/WbyDL09xYTdGJZ9aDiU1Xiqc3yxJyTUmmA7LGRJVEHX19RW2qEmcE66stKKi1rvcu07sUUr4WyzG8j1/EQ2d+XhhGnpRWTgMdsDajfQ97PcfmrnoPHXngyKmZ84XNfx0f+7nMwqnlY1+Cm8bU52gtPKoLDNcXoDOAXqyT0PaMdGUagYczdx1i9cRHHbn85Tls4B6tliU+/51Ys3tugd6ASCSg9vqyBhrG6+yBe9bNvx/N+6mJc+pzzcezWTTj2qE1wjvH5q7+O9/zj1fjajfe2w/Kjkd+jx+IjoVWlvGQimCIXDKDrIq/7IJ04d6hqZNcFEY2WDWPBClxvygtjwIxqZKMpoiiQUKEpXVj5AQTpbTDDjLXUexNUl3ma7h8ge+61SQAvFGk5lD6DHp8kuEysnlpuHGhrEBxuYwaNKykLpmXh0497RVBK5rICzfWn8uqVE9DCCaaNg6Te37qtuxL7Gpk06OH3/ubluOC7HxM+esoFp+L4k7bh737v/TAHHXC4dXCsbYPfnXZEGIHN83289IJzcMn3PQ7nnHEcAODP/vlTwB1r6A0bZKsVzFoZBjWxrCw0YgwxxDv/5ipc8bbP4oQTt6KXZ3hwz0Es7dwPqp2o86Yu7WAgg3k8lkFw1GaZfMNhi/3GdQ2qJXTDdd3mv9tYvHNq2mi3aRwaAPkioFzVMDox5rwx8tx9thI6zBqGGZdga9EsSNnzbKWCy4wo6+Zx8NmR5MfDJXwAx4IFEEnhCgBWtQOVCWdNnNxAGPCUKuto3/V7ogTcNJGE0jFIaQUojEazK99w9ARS0DS8A2MjAk+yYqruwATYliaCaay9cSDn61g6FzMbgya/DwcbE+v9pdujQT9qJPh8hhCP16o/vmAKDQZRLckxeDRu04rTsaOepO+3Z/7gObjgux+Dfctr+O1rr8QFJy3jZae8CD/2/Cfik++5DndffXvsMs2izaOHEYxVF4wF2sDlOnqGR4QReNRxW/Brv/B9AICVlRH+8i//C5/50A0YrIyF0uv33wquUeLS2yGBxvJSdu71A84rC1G6d1dVmnEp7l9/MSL7fY9qe4FMIAnbAHGwTtsLqks7mix2GthgD7FJUVEHlxtJLqoaZAeHCAUrNveFClw2YQsyK33VrPkinUl1GrlvF5DxlmyasiPVfUyzKKdco7uKMzOgfbGBvIl4o6Y1UNV4UJ5FRaeH0/o9efZpEuoTNO9sUgZ94kvJ++yCceTxm0MBfMnnx596NADg/Z+6ER+94w5cO34Ap/buwrOOPwMnnLQVd1+9/qkeiXZEGIHlg0Nc+f7rcPNXv41PfvRGjEcVMg9eBSAv0ZsPEtSNE1prB9xiXRFUp57b4ZiUow3nAsNOwSCuKuGPe6vNcDNdYMpsoBHLzXE0JFqcsnM9AKAaIUU2YB1EUlhUgSFtpv2vgolMAJUOrJETL6LJCceAOkawVYXJsxl19WdKQKwgoEnx2epkT6+ts9ck5yII1c2gC+fbgGFM02xVfVpPkRjW4KVUfsX3QjP6DNyN3ackHKXpelBXSGEJOSrJZwjl66oqxvKVQVhVvp/lPZMxQaxEvMgEG0pJWURYPiiLzZNOPx7HXJmD7cl4/FOPBQAsP7js79OXdmsxLP1zpEbrYRRtAY4QI7Dnnr14/av+1Se7eC60Wm4fi+fUaqv2ABDj29p08qauYeJmSgqmaU+MtClduAvodff7+jfjaZtBQATxZdU1WHXsE6WiIG6iA3gUB608f1zhp62mZlT7cmYGpqzhTA4mwFQS+mPlFdcuAlHdEmza162qSwawaE/sJK4dgEI9rlu1SftfWXQdg5EWmNHakbNaTJbxkt6tSIyJz6HCp5WnOvuqR+E4ILADJ5piEkkV4Qnp+ADA+nExLuNqr55AnVTEVqwjraSU6C6wF//Q63zmP7+Ky//nM/H4x52AT//pK5BlBllmccdtu3Hz5+8IAqiSmqz35ULoMRjwaXiFbs0OwX48IowAnHRu6MSESMG+4GjL3fWhHwlzdR6QCNxYcF8qCPHQy0h1mViNiwkhKWhiDLBpAbQmacUqAEG93lSXP7RQw36DQFF6y0qfTYG0lG3WjWZYA+OktqAZ1WG1plEthJy16PLD2vZqmKgth3yIVHdRxT6maTEOpeTWRN5Bp00NoRGBNy2Allej2EhwpxOa7EaaovPOSRYemUCdpfQ8mkehtHBA1Hn8OOMiIusAolbC4TQScdmZNSvG7b7e+60H8FsvejN+669/GiecJqnON117N/74f/wd6n1LHeNHD2217xVwm+bQzPuxdOf0w44MI8BJ/TRdbNQ6q8JNUrGlVRhUyTHJ6kWaH+DTVVNlW/SKEOcPce+Oq0m1Ba+utrEAF0s5kWM5j7VCCFFGG/tUzhQkdCJOEfT0goyaA1WdF5oWvwzfdyHUyAmbTAYsPGuuBjwxhq2JlXp025R6PFpay++TVYkmNhuUlQLgBW8UVCshUQya2P2mgzat9jzo///tXc2rJFcV/51bXd2v35sxGhNCiCJBZhM3QxDjQjQu1Ek2URCJCw3i1yLzB8SVboRsRBQ0oBISFxqyCWYx+EE2LkRMhKBJIDiYiDPEJGMwmXnz+qOqjotzzr2nqqv7vfno1/3S9YNhXn9U17117z333N/5SrvVZBp952VMQiqkoSQgmx2PwqxQcSGytDVIvvNAPfEGkDQGlyINgBCH9py8s5QP9W3CNAWu5DkNBq74Zyb92xuBpo6cMzOhHRH9MwoZuCjxykvn8c1PfR833LiDomRcmpSAS6oataLhUIVZSBvNoC+u2IFSdW4lK7mfY3rjNnZv7Utk6p9muwSsixBoQcoixJjrO+4kfBy0kLW7c9oljk1tVmWJi2NvwY4PyIQty/aaA/uA9/ZAx4/JYh1PUf3vbYT3v2/mezErsp4riShZIJjjThhhASqeABu17EZbg5SG3dTl7VTyjdVScj3BVQXaGy1MdglAuZNM7r9PvMCB7mvpvcwJyqMsUy0A0xLbgr/87+3tydmcuV3buUa8/daujOlIvTj30yi5QvXmf9VacfUxB+shBCystOYKauYjy1uvEs5CLy2hhQ1uVJPUKcUy/ah3W0S8RxXrGQBItee10mxN7fITJv4Mg9pU/0CJLJwXDFIo8RdIHHCKUs58Ne80+90SMZzZMftwDjbo51LpOAsgzpJ/gp+sZZlUYXsOmhprJjGIPt+rhjlQ5XmKqbCz68TlzTdYNKJV8a24ZnKd9THQ9hXFQicYsr55bkI9Pmv5D40ZroKQwEAM8vFkYUz35edqr6f5KANsIUbNUrWd1qzDbn6xpaYzrz8W4jdGMsZ7ZXWuwX8GSF+nmhKtX4LGE+RvXcYO6q7pTayHEAAi+TT3s1JVvhppVzn1OZEw0W2zSe41f9NQMTDQM2ZZxcIaAFKSESAVeNhngXDl26VtMqbcFnohf4tQc0Sl7dCxxmGaDDPl222y9fOayj8b5z/LK8SF1ciLoDdY2L994Z+dhezWoqCCVE6x7xHVQ3eHWwvHjojAVrdy0QYYc0I02uYXMJCEElcxmQzyPCb+rPFRTbfhKpF86T0TvG6TsKORcV3Bfc+OFF44llUsXR8xbVTl0j5K5SzJzM3q78BTqRwVKkZ/NJWYlTlYHyFgNtamICgKcAHZJYZDUcn2KX3FY9khFpY7t3sC9aARVqls3nS1HPN6rlvkMafsP20P6zuCDXQ/cQKWwot7GWg8lV0y1jhUIdDLEiF08aLc3xeftD64tNlEdH3U1av5DSIhWmsxF1UixIZbidMxDsQEgPl17AyBlpDjWr+a2sQBCFnyQsfKsAP1qj61C4RwZEuWYnDJcHkyTcTyvE2MKM0nr0VY1F/MvUAxtyWPlYPxmZnfudgIew/yemsQ82XSKAf2Rqh2L8vzmk6AS7sIC7JBrYkQ4KiOc1GA90bJpdcVEOXpNJEsekZOyRyq6MVGg37KU2c+600o4w8AsXT2eKJCp4j39yRkZJhtAZZV8nYzUEimPjVTsku3Fe9pu/VonM7KbZPIYtfbYCYgy5NnrPmgD/hElaZJlRoOzaz2fEfUmRecCwQyfwnhH0og13yARZEWXS+Tayfu2JUFsW4EAl1SoUlOUwuIlhDeGWosg5otQdE8zKNxuk8g4D3HJRmsEYN5L5G1LVV5GEgLqSiA4bBmPowmzzYBUFpMQSL8WodgoEVHCteHpnNTWdYSqMR7mjBYtKnpMwNXYiUz8s+I2X6O6ti25KsoKgQNNKo9D4uHmYM1EQKKPNcafuFg/ul+t7fvh5DOn4McNO7JDjs+gAN2PwcBCG5HYV+fXkFbW7oTyMMtL1xAOHZsbvlnGvTBN2hxwNFEhV0Z2+SJObkpx0kXF2qgFCPuMtrMoKrAl6egnW3xBmwmu9wby4ScpnqOi3z3LVkoj8bpbOyOSDPIxDxbbQ9SvIL/Pe8JOBxKfgRtJ+X5Yo+9vZEk5eB+POLUbfyN52/lvdRxLCaQOcBxJ5KjeX+mr8Jr6CK0sRsMktBv80lYgPgbxnO0filEl3ca9IFtTdKS90DjSTIzXwWWJgSI6BSAH0FObb9g5of3vSg6puxz5rYUTEaUjCfCQJsAsF13PJ1dLLH4aEhn7F4vOZM0J5JKYZ5MYxQdl1LyKZpjXCxBLW2ZSXgfjejPlFk669NgoKSY03qsbQ1tI0a7UWhl3CVxx2yIsPhcuF3HBMzWYL4qG9RTM2vkUPQC2Jv8+pJ/MEyKZIVQn3tAF79ZfHo9ITizAGZ9brF9DQFizkplJeMQjxK9pM43SbjaQ9EjlR3pvNlY22OhyzxOAi8misl7dctLI5LQHzUi+nmyNthc04SiXDW8II3nyLIkcF2MxowLunmbNgWOJwpdST1aIFuXIgSIKAPwEwCfAXAOwLNE9DQzv9R6AXNyvbTBWoSiAHOVHnAvk4nY9Ntu9aJyDzISOGXdbt1ExepTn7QOhkwatmjEZiIN5z4MIBJ3UZXjKl1j/Q7OKcpXSm4VTAxxFGhwA/Z3s+9EdRW07bN5oDDj228OSl5TIgCoshQu7UOyo51e22uuwIXjWEKA1SxsheXK83kGrO2OhKsRqG2xDfG33Pj31b0778lRyWt/NQJaNSFvMVjQ3ug16QOI1CuWmwIrkJCY5n1o11WhNge4rJJHbbzWecLWOyxzYTpfU1iWJvAxAGeZ+Z8AQERPQIqSzBUCmEwlSUUtFn2O2mbnWwoSN7A9lOvMhZfTzpPKhC2w//pJ3HQd1UkmCUbSJJMUzwMtmd2uwrFV4AlZIxaAZGDhFqV3TwaSEPCVjVpMd7WqQfUP6q/Nq66qFi/41o4s+L6mChPWWp4hFao9GMlpDlsxC2/QpKS60Cy0Wa+P7fd8wILMxbGNXIkAiEcpjmbHWkxAcy44jY17qk0sqOJbS7zix6lsLPjGRlC7bwgp8UhTlW/OQZ+oJpCQleP6mEjaMWdCrgU68XxeCcsTArcB+Ld7fQ7AXf4Lvu7AFu3ITjudgCtnktNiDTNnLJc5hQstU2WDofnYaWe7zuIvOGtS5j7Tc2YUDHkuTkE9F24LiazjnuYJcBVs5SfcwraUVaYOs6jAVi25VlrN8Rkx/7zmmI+LaTqtCQ6+vCd9NTuz5pPj3d2alxxlAVXT/2ERzMfBstVkYdY0GoI8m0u7Gq0nRw6MxnLO9V6c2lYh66p6O2xsKEQOhC9JnnkaKv/iiDmuKnEPJgL3+8A78ntGvplPR+jnALKo+ttZnvp5TaCmM7nusNOWYyTSuBJXkOgtqo+TNw0CetzhWMSEdhwpbLzV1iDloTSyzzP55iRm93ZerjyepEQvvuQYu/yHXoDPKbxEy/B8IqIvAjjFzN/Q118BcBczn57z/Te1iReue2PWGzdh8/oMbGa/16HPH2Lmm5tvLksTOA/gg+71B/S9VjDzzUT0HDN/dEntWUtsYp+Bzez3Ovf5ysLdDo5nAZwgotuJqA/gfkhRkg4dOqwZlqIJMHNBRKcB/A5iInyUmV9cxr06dOhwbVianwAznwFw5gou+dmy2rLG2MQ+A5vZ77Xt81KIwQ4dOhwdLIsT6NChwxFBJwQ6dNhwrFwIENEpInqZiM4S0UOrbs8yQUSvEtHfieh5InpO37uRiP5ARP/Q/2fTDB0hENGjRPQGEb3g3mvtIwl+rGP/NyK6c3UtvzbM6ff3iOi8jvfzRHSv++w72u+Xiehzq2m1YKVCwMUY3APgDgBfJqI7VtmmQ8Cnmfmksxk/BOAZZj4B4Bl9fZTxGIBTjffm9fEeACf037cAPHJIbVwGHsNsvwHghzreJ5Ush87x+wF8RK/5qa6FlWDVmkCMMWDmCQCLMdgk3Afgcf37cQCfX2FbrhnM/EfMFsGe18f7APySBX8G8F4iuvVwWnp9Maff83AfgCeYeczMrwA4C1kLK8GqhUBbjMFtK2rLYYAB/J6I/qqxEwBwCzO/pn//B8Atq2naUjGvj5sw/qf1qPOoO+qtVb9XLQQ2DZ9g5jshavCDRPRJ/yGLvfZdbbPdhD46PALgwwBOAngNwA9W25x2rFoIXFGMwVEHM5/X/98A8BREBXzdVGD9/43VtXBpmNfHd/X4M/PrzFwycwXg50gq/1r1e9VCYGNiDIhoh4iO298APgvgBUh/H9CvPQDgN6tp4VIxr49PA/iqWgk+DuBtd2w48mjwG1+AjDcg/b6fiAZEdDuEGP3LYbfPsNIcgxsWY3ALgKc0AUgPwK+Y+bdE9CyAJ4no6wD+BeBLK2zjNYOIfg3gbgA3EdE5AN8F8DDa+3gGwL0QYuwygK8deoOvE+b0+24iOgk5/rwK4NsAwMwvEtGTkCQ7BYAHmduqtx4OOrfhDh02HKs+DnTo0GHF6IRAhw4bjk4IdOiw4eiEQIcOG45OCHTosOHohECHDhuOTgh06LDh+D+NffbRTlYkLQAAAABJRU5ErkJggg==\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "blobs_doh = blob_doh(image, min_sigma=2, max_sigma=9, num_sigma=8, threshold=.001)\n", + "\n", + "ax = plt.gca()\n", + "ax.imshow(image,origin='lower')\n", + "cnt = 0\n", + "while cnt < len(blobs_doh):\n", + " c = plt.Circle((blobs_doh[cnt][1], blobs_doh[cnt][0]), blobs_doh[cnt][2], color='white', linewidth=2, fill=False)\n", + " ax.add_patch(c)\n", + " cnt = cnt + 1\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "FJqe3137EkWo" + }, + "source": [ + "\n", + "---\n", + "\n", + "># **Particle Tracking**\n", + "\n", + "Now that we have learned several image processing techniques, we are ready to put them together in an application. In physics, there is an experiment called the Monopole Ion Trap that uses electric fields to trap particles as show below.\n", + "\n", + "![alt text](https://imgur.com/1cBAcEc.gif)\n", + "\n", + "The basic priciple is that the particle is attracted to and repeled by the rod at the top of the image. In the image above, we have a very stable, well behaved, trap in which the ion just goes back and forth between two locations. However, under certain curcumstances, the particle may start to behave erratically, as shown below.\n", + "\n", + "![alt text](https://imgur.com/Z575ope.gif)\n", + "\n", + "We would like to track the particle so that we can study its position and velocity.\n", + "\n", + "Lets start by importing the two movies shown above into python. We have saved each movie, image by image, inside of folders on [here](https://github.com/tahumada/tahumada.github.io/tree/master/PAARC). So we will import them as follows:" + ] + }, + { + "cell_type": "code", + "execution_count": 146, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Data dowloaded, check if there is a folder called P1\n" + ] + } + ], + "source": [ + "import os\n", + "import requests\n", + "\n", + "files_path = [f'https://github.com/tahumada/tahumada.github.io/blob/master/PAARC/P1%20-%20429V0{i:02}.gif?raw=true'.format(i) for i in range(20)]\n", + "\n", + "# downloading the data\n", + "folder_location = \"P1\"\n", + "os.system('mkdir '+ folder_location)\n", + "\n", + "for i in range(20):\n", + " img_data = requests.get(files_path[i]).content\n", + " with open(folder_location+files_path[i][files_path[i].rfind('/'):-9], 'wb') as handler:\n", + " handler.write(img_data)\n", + "print('Data dowloaded, check if there is a folder called P1')\n", + " " + ] + }, + { + "cell_type": "code", + "execution_count": 149, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "['P1/P1%20-%20429V009.gif', 'P1/P1%20-%20429V008.gif', 'P1/P1%20-%20429V018.gif']\n" + ] + } + ], + "source": [ + "# we import the operating system library OS to help us import many files at once\n", + "import glob \n", + "\n", + "folder_location = \"./P1\"\n", + "#the following line will navigate python to the correct foler. chdir stands for change directory.\n", + "files = glob.glob('P1/*.gif')\n", + "print(files[:3])\n" + ] + }, + { + "cell_type": "code", + "execution_count": 154, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 154, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# use the function io.imread from skimage to show the first element of the list\n", + "\n", + "plt.imshow(io.imread(files[0]))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now is a good time to notice that we don't actually need the entire image to do this computation. The only thing we really need is the region the particle travels within, as shown below \n", + "\n", + "![alt text](https://imgur.com/oXLY4RF.gif)\n", + "\n", + "This is called the Region of Interest (ROI) of an image so we will crop every single image as we import it. Lets do that by importing a test image and checking how we want to crop it:" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Exercise 11: Cropping 2\n", + "\n", + "Find the correct copping location by chaning the slice location" + ] + }, + { + "cell_type": "code", + "execution_count": 155, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 155, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAN8AAAD8CAYAAAD3wXG0AAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4yLjEsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy+j8jraAAAgAElEQVR4nOy9XahsW3Ye9s21Vq36r/1z7tW93ZJaUiuG4KaJIoQsgclDksa2XkSCHyyIrAeBngRJwIQWflECAcuQOJiY4BjrISZECSRBIpGjyI5A6EGSZdPdkiza6thCbv10c++5Z59de+/aVXvXzMOub+5vjRpzrVX7nNO3mpwBxd61aq35t+acY4xv/MwQY8Rbektv6RtPxcfdgLf0lv7/Sm8X31t6Sx8TvV18b+ktfUz0dvG9pbf0MdHbxfeW3tLHRG8X31t6Sx8TvbHFF0L4iyGEL4cQvhJC+PybquctvaVvVgpvws4XQigB/AsAnwPwVQD/BMCPxBj/+Wuv7C29pW9SelOc7/sBfCXG+C9jjGsAPwfgh99QXW/pLX1TUvWGyv1WAP9avn8VwJ/L3RxCiOY7AMBy5RACYoyNvyEEbLdbVFWFEALu7u7S/bxHv3tUFEX6LXePbROfKYoC9/f32Ta39ce7z97Detraxd+85/tQURTYbrcHP/e6nn8q9R3Xj5tijMG7/rEBLiGEnwgh/Nbug+l0iqIo0gSq6xoAUFUVqqpCXdcYjUao6xp1XaMsSwwGg4dOFAWm0yk++clPYj6fI4SA8XiM999/P90/nU5T3VVVYTgcYjgcprIHg0FjsZZlieFwmNo0mUzw3nvvYTKZYDabYTgcYjKZ4Nu//dsxHA7T/XxeFz2ARlstFUWBsiwbk6gsS4xGI2y3WxRFgbquEUJAWZYAgNPTU4xGo9TmsiwxmUwQQkgbkVcf2xhCwHA4BABst9t0bTwe791fVVVqv7aZ74jf7bO8znfIcWFf9PmyLFPf9BrHX4l9rKoKRVFgsVjs9dMbZy1X3zPHK4SQ6mMbLdlr0+k09Y3jWRRFa/2JuKu+zg+AHwTwS/L9pwD8VO7+oihiWZYRQOMzGAwa32ezWeP6yclJPDk5iQDiu+++G09PT2NRFBFALIoijsdjt5xcfVqHd898Po+DwSCGEOJ0Oo0hhDgcDht1VFUVZ7NZrOt6r+yqquJisXB/s5+yLFP7vU9d16mcwWCQ2sHfqqpKY2HHk8/pPePxOFZVFcfjcSzLMv02GAxiWZaNj1d2Wx9YH5/vekbLnk6nqQ28Nh6P42QyafQrN6b23YcQ4mAwiEVRxKqqOvvgjbu9FkJotMfek5333oJ8DfRPAPyZEMJ3hRBqAH8FwC/kbt5ut3uiw2AwaOxOs9kM6/Uas9ks7fb39/fp/tvbWwwGA4zHY0ynU8QYsdls8OzZs8TZuBttt9skJg2Hw/Q7AKzX61Qnd2JyoaurK2w2G9R1jZubm7TDFUWRnmebtG3Aw445Go32OBypKIq0c7KNq9Uqu/uSIw4GA1RVhc1mk8pZr9e4u7tr7N7KvdbrNYbDIe7u7tI43Nzc4O7uDjc3N7i/v0+/3d3dJc56f3/f+I3jx/dFDjAajZK4vN1u05hut9s9DmpJuRL7st1uMRqN0j03Nze4vr4GAJycnCDGmOqwdH9/j9lslurlvGDfLE2n08bcs8R6lLPZ+vm/vk+P3sjiizHeAfhJAL8E4PcA/C8xxt9te0ZFDnZeO7pcLrFer7FcLtPLWC6X6SVwcnMgxuMxBoNBmiwccGkjgIdFe39/n0QmnRx1XadJe3d3l14M8DCRuCGUZZnaMRgMsFwuk1hWVVVadLw2GAxSfyl6bbfbNPHquk67o04cHZ/RaIS7uzsMBoMkMnMcWebt7S1GoxFCCBgMBri5uUll3N7eJrFNaTweN94FF11ucnPTU317tVol8U3L52Jqo/V6nTau7XaLzWaD+/t7XF1dpXu03RcXF42FYvu03W7TpuERRX7S1dUV7u7u9kRgS/Z3byHf3t62lvFGTA2HUggh8iXvvqe/XDCTyQRlWeLq6ioBLDFG3N/fp0k7nU6xWq0wHA7TRCOX07JIw+EwDVBVVbi7u0sL5Pb2FtPpFFdXVw1AQ+m9995DjBEvX77Ezc0Nzs7OsFwuE1cmRx+NRliv1xgMBqjrOnG00WiEy8vLRvkEL3iNHKooisSFyPXYvxACZrMZVqtV4vbPnz/HdDpFCCGNGfUa7YedlFw0vF7XNTabTZZbE3Ri++0kpA4/mUywWq3SpqLvG3jkeOx717y0z3vEvvYpj2WSW+vzfcCktvYcHeBiSRtOsZJsezgcYrPZpIVF0pc+GAzSory6ukrcoK5rV2kH/J2J4kiMEavVClVVpV2Oij5f5gcffJDaQO632WySKBpjTOLYcDhMHGSz2aQJzXssksv+1XWdOMBkMmmIT+xXVVW4ublJoufFxQVijLi9vU0Tnu3n39yYcJGS1ut1JwIMPG5eSsPhMD1LjpcDpCih9CHdQLpEu0MQYL43zidLChB59RxMbwJweQJA01BeVfkviiKr3E+n0/T/u+++21B0+fxisdhT6JFRnL1PVVWxrusExNR1HXemkQggnp+fx6qqYlVVcTgcNn4DECeTSRwOh7Gu6zgcDhtKvgI2O+7feHY0GqWybbsUYOG97B/bfHZ2lkCHLqCDH2+8CbywHePxeK+f9h3q+BZFkdrHMW0DbPi8NyaTySSenp4m4OSQd+n1qSzL9G67PmVZpnpt27RPLJv/f6MBl4PI2uIIGFA0A/xdZ7Vapf/X6zUWi0USte7u7rBer3Fzc5M4FwEKioF92kR9cb1e4+TkBOv1GvP5HOPxOImIZ2dnDb2LdfF57qKj0ahhjgCa3Nfu0KvVKnFuS7e3t41yQgg4Pz9HjDFxbo5bTuzS5wk8aTsIdNn2sc0hBJycnABoAhUWgCDnJilg47VJn6eISjDn+voaL1++TMDJ+fl5p1i4WCwa3/k+qE9qWxWYs8T+bzabVCY5r/ZpMBik/ra17Sh0vqqq4mQyweXlJQAkgMO2jYjg7e1tw7BLG9PJyQk++uijpGTXdY37+/skQu7qStek/gYCCjwAD5vNBvP5HJeXl3siEe2Hy+UyTbrhcIjLy8u0wC8vL5Ous91uGzpmCAHz+TwBSBQFVfym3Y3PW9KXzP9VF2wjiqu6KCi6U++x4x1CSPfb56mzUdzmddrjONEtUdTj+NZ1vbcxaj9fhaxO15f61k8V4f7+vuF8sd1uj1fnszsz9SErR6syrjoLuaTC4GVZJuPrdrvFZDIBgLTwaEDn8/aFcAIsl8tUvqXlcpn+r+s67Yb39/dpI1HkzHK5m5ubVK9OeDW6X19fN9qm7dAJQf1WTSRETtUUovfzeSKiChIBDxvQer3e2xhoeiCCS32W0oYuMnI9BTGUmyvkPxwO93RDjqdH1hCuHItIszXf9NEV7Xh1ATskziNd4G3M7SgW33a7TROZoo/1EuBgEEBYr9fJewIALi8vE9JIpPL58+cJCleggmimwsWsV8Vb3fG4sw8Gg+T1QTBms9ng6uoKH330UULHODnVjKHkidFaZk7cZH8tUVzbbDYNtyvayXI7N0V0ThgCQMAj7E/RTCWN6XSaJpudnLpZ8HdOQkU7LelEVXtfjlMRQdZn9DdFhVk+v7eZAex4af1toItKT70kyo8bbPEAF08Zp7JPQGAwGCTPhhBC8j7R+2ezWZzP57GqqgZA4IEFvKa/lWUZp9NpLMsyDofDOJ/Pk9KNHZDx7NmzWBRFDCE02hhCiOfn540y6Y3T1Qav//aaB7gQeFBwgx4i9Njp49VRFEUriJF7R/YzHo/3PEz0Xba9g9lsltrB6wSfLLCmz49Go853fcjH9jP33tQbyYJE31SASw62VbsLdQjawADgO77jOxJnGI/HuLu7S/qa7kTerqQABYnGXZow1IuE3z/88MPUXirrBImWy2XyyAEeTAAkD8rmfewPRSPqk6ynLEvc3d01DMq3t7dJzFYgikZjFcuVPJFUvVI8Uvi+qqok0lu6ubnZsytaUvFPuSN1YTV13N3dJdGWRMCHz1k/1EMwDXJ0HX/67LKdubmjnLK3GeQYAJdgohrUYEmFv82IOZ1OMRwOE8u/vLxsGOI54ai78F5OUlXyKWrSe4WTVnUi2041RNMwT6KNkpOQTrzb7bbTA2I0GiVbYx8bGBcFx+zs7AxXV1epb5PJJE1mljkYDBqLNTfeRE098ZW6mp1L3Mi6kOW+5M0B9pn94ThTHcg9743pYrFoOD2wDwpqdfWFXlXGYeB4AZccUTcjEQ63Oyn9EauqwsXFBYbDYfLvtBwvxpg4AMvx5HsazAkWWA5BJHI0GuHs7Azz+TzVoZxA4WdOXjV8txEXRdu9HufQcaFuPBgMcH19nSbc7e0tYox7G0BuQ+Di8nZ1lkXiPZ5bGgGXPpTjmFYftoZ09eZRsvqfJZowlNhvaz7J0WazaeALbXSUi4+7k3aWXMfbYdU5mDva2dlZMjWoxwI5DhFFK6bozqgmCIq6NCtwh6Poqc7DMT64lHFx0tRBV7icc3EOTGlD29brdUIrSVxAHBcFENhu/V3bQ6CLHF3bRI8bfdYSndB5DwEqAlBlWfaG+tkulmHbzd/oeqjPePNEbXj6V4Ea+uG+CtFfuIuOZvGpK5klGqfZIY8LrVYrXF1dJTsT9SsOuBVBaMi3djWSdYImB6R4qSIpF6EucvXqVx2CKJx6vrONdscejUaYz+eNqAvqf6qD5EwhunnVdZ1iELkYyEE2m01CZFVasGK2iue5ycXNbTabJbugoqLWrMMYRDWk2/dBPY9qg9p46UjBZ/U923miZhuK52yXSkHWxe5N0ZuKZD+IaB4AfFZN8YuT20Yo1HWN8XiM29vbNClHoxE+/PDDrGGXC0cXEoEMAI3FBfjGeTX2kyNcXl42QppUn1KQguKvFfM0GoAO2Fzw/M1zXqZuqb/pYiGHZMSF6iXAo1e+9s9zuuazOe7FxUuzj6dbWVOEdS7gGKmXC/BoJLfi33a7TVEluulZxwklu2ERQFNQ6/7+fi/UzHMC0LZpIEDOOYJ0FJyPE38+nycEz4pSwKOHP9CU37lrUmTgoI/H47TLTyaTFNFuXwpfmE4SAjYsnzul1jmZTFI5m80miStcpFyUfI67MkVQj5RD8F5OPg2P4fM0dBP9tGOl11gv9WYixSoZDIdDnJycYDabpSh/EoEsoIkyjsfjhsO02hm7xC+rL5LsRqfX2nRGb2Ow9lJ+Z2zmdDrFZrNJiLJGlhBVV86Ycz/TersWHnBEaKeKXVxAGhpkdxJNS/D+++9juVwmL/7z83NcXFykyTqfz/e4kNTd4HgeESzhPRTZqBMCaHirzGYz3N7eugbo1010fwP2ETzqXrbfXJjcVLRvDE3yxkP1JN3AtN429zaPa3hudX2IulpRFJ2osR0X/a7eOV6b1EWRfeL85Noh+Ebua+no0U6+NIIVQFN+5+TWwE06Pf/pn/5pQ5QiBzw/P8doNGosPKtM13XdWFS8pqFEd3d3DdCAITyXl5dpwIlwUv/0fBmtPusFs2q9XUSwSNupnO729jaNoaLE5EhEQnXiWSRW28IFZyPZrcSgrmTW68SScse+/Vb3OYqF6u5mEVm7keh3jedkudomSkDj8TiNrYJ4DJuyCy+XA0bpaDgfZWwasBkhThiZHbbOwMAjmMDJVhQFTk9PsVwuk36l4gN3NDsZVJHPtLPh7+jZvCh2KbpKfY31qc6nz8UYG6Jrx5iljWqz2aRIDeW2JycnaUy0PIqT3k5t69cxaWu31zZuhH1NK0SYPQmFv3Ns2XZr+6MKwTH37H1en+34UD/mZsuNP8fddD6pAz2Q53xvxF3s0I912WG8lF6DuA95blKMN2PyoOl0mtyQNLlN28e6ofGafqe7E8sOElfmtVsTEfE3L4GR587FeDNvLDRGUPvv9cuLV2ObgxMzl/t4beT70P5qYqeuMsfjccMdjjGcuft17PvWcehH3+khn9wzuXl/FGKnys7AY1SDXiOpJz2jxAeDQYrjI8hB7qbiqJJn0rAQs2eTov3I7qYaPcHoAnIA6q8UMVmH6g13d3dYLBY4PT3dyyfjuYBxl9UQpcFggLOzsyQhkMMR+ieQRe5A3UaN55b0uic2UnRVIpChURA63mokX6/XDS5B6UcBHCWinSzPph55VVLTUh/Seg81URzF4lN4V7NUAfvRDYxSIEJH/eP29jahboyn48KMO/cjpVwKCZotmAVNfTWVWB5NH4PBAKenp0lkms1mKMsS0+k0iTCcKBppQTFvu93i5uYGFxcXCWS6vr5u+LIqcRIS+aP+e3V11chHQ52F7bq7u0uBwGrryxn+NbrAI6a20MXCtqkR34ZT8TdFNSm60VtJx9mSIsDAAbkyO6gNzWQOHiVtHzc83ut52SgdxeIDHhEouygUOuZEIdih99ze3qZ0efQo4T3Mm0Kyjsu8xpdP4OLy8jLpmOQcbAfBEi6Auq7x8uVLlGWJ9XqNq6urlPBJ61aYnxNNoW9PfyKHssRNiJIAfTd5L+1U3ByoUzLtITkvwRfP0cELatYxI7hEHUs9aagv6cK0OrsufAW8+BulFk8C4j0522PbpqL3AE3AJedGxg1Ox4gmCj7H7xy3Nl33KACX4iHHRyO1nUeqyNqsWuR6tLdxMXse+tyVbPoAjb72ABW+aKJl3On44jjxlfswxZ8H3RPmJifw3gWVfa1Xlfv5fN7IIaoR+3QEplipGcnW63Vvh+0cWcjdlsfJz3fGDa4rasL2n5NYFxcXMoA9G+0hZB3hn0oWwNNsDDnA5SgWX1mWcTQaNV4SB5Y5WLhTq4zPDi8Wi5TijxOVk1V3qByCmIuYOD8/x8uXL/deLEUxckh6S3CSc9ITHaUYxjrm83kjSJU6DvUz1XuqqsrasdSmxknNNmiblGhIziGKbQihh8SSK7X5elLs54KPMe5FU+j9NvKA/qgqxua8bBTt9NrBj4f4tqGzITykZ2Ry4T4bl5T1+u18IYQ/CCH8dgjhCyGE39pdOw8h/HII4fd3f8/6lMUO0460Wq2yiW3orMwkQjSSUvSx8VyqwB9Cl5eXabJqbB3bwHbwuiYQYt1so+oKTIyk3h13d3d7MPZ4PG5E2HugEfu73T5Gz+vvnjdIbjF3RRtwws/n88a5BLnn2DYrIXBcLHHyc7xyjMG6F+bqzRE3J443+2KjaLRNMcY0HwC4bbMgXidjexUTAYA/APCOufY3AXx+9//nAfxMj3Ia0P1kMtk7q0DhZY3iHg6HcTqdxvl8nlLtTafTOJlMYlVVsSzL+O6776Zobq88CExsI8StaWE6ncaiKFJKQBiTwWg0alzX8hmJXbScFaEflmPPg/DuoTljPp9ny2O9nsnAXtP7DjFHtPUj16ZK0iNWJq2gZz6x99C81NXG4XAYy7KMi8Vi716vHratrf25D8sLIWRNDW9i8X0ZwCd2/38CwJe7ylE7FidRsUvFwEG2i0efqes6TiaTOJlM4mAwiIvFIlZVlexH1s7n2c1ytiUd+KqqGjY9bwJPp9M4m832DgXhNS5Qm+4g97Fjw2u0eeq1traHXaoDjlHXRA27tBgsl3/tOPF9dbWd48cDZuy9bI9tm/de7Fzw+muvh93hNkUmD6y3ILv6lLNFAw/2SjKP3Lx/VbQzAvi/Qwj/NITwE7tr78UY/2T3/58CeM97MMgRYTFGnJ09SKeUx4nOUbSKMTZQMBWvKEbQ9HB9fY3JZJL0BSvOKbrW5osINEU06isAUhgOz4QAHsNb6E+qoUBqalitVkn0pDjmicXUGdlm1j2ZTJLeRDOImi44NgpO0dxAfcWKRFZ0pApAEZPiuxWtPDOIHWftD8EoS0RiqbdyTLz3onMBQLLx0oRjiWWybtUd2R89FqCtH2pb1pym7B/7RtWplV6R833r7u+3APgigH8HwAtzz0d9xE49moscy+7cusNa0W08Hsf5fJ44IJMVLRaLRiZhvT+3m9vdzdvtWH+xO4qMYho5BndYFWfszqxcJcdBxuNx4hZM5KRHn3GsgiQd4rhQXLY7NMU07Ts9S7S/HHP2heVWVZWSQ9nxavvY+zwuyr+5MkejUZzP542x1HmQ40Yex1PJagf6JfVA38V4PN6bi/bd2n7ovHsjnC/G+Ee7v18H8L/j4Tjor4UQPgEAu79f7yqnKIqUOlBzqzCXCJV0+4zavmj7I1JKRHIymaT71DbE79PptJHaz5ZrwRruyLQtAWjA52ynF0tGTsTIa95LLuOlC1yv17i+vkaMMSGkNMnE+JgMmOFTWkaMj7GKDFoFkFJf6Jjc3NwkTs77yPEUQQYedvXnz58DeIwA6EP6Dr3nJpNJysdDO6rlkrTf6tgq+upxL3JVlZYI6JC7q81S7XkcG+sk4LWNVJYlXr58+eZCikIIUwBFjPFy9/8vA/gvAPx7AD6MMf6NEMLnAZzHGP+ztrKKhxRx6dgqwtBsm8K6aj8h8QRXhbIpukynU9ze3u6JnppwSQfaJhDSoEo19vMFEQkNIeDs7Cx5qGy323RqkkZjEP3kCxTu75oGFFZXGF5FQT3Hz/PMt2WrE7b2W8ePBnOO/U43T2W/buJizNk7gaZjtzWJ5MxF7JsXtAw8uoRpnW3mFo+0bn1fHK/tG8hY/R6AXwshfBHAbwL4P2OM/xeAvwHgcyGE3wfw7+++t5J6MHi6jw5M7rgqfX4+nycdSMN+lBiFbgdYfSU9E4P1Gw3h8eDIFy9eNOR8jc6nD2MbhE4dl/Wwvxqio8SNiM/GGLMGfVK9O6LM6kZsK3d+NfOoLmPb8BQTTu553YiAR+heU0zw/pz7lhempWVpXd7/QLse20V8X31Cil5J53tdH+zkarToC553/3A4bEDVNDVQp+GnLQEsgL0krERPeU1NDVq36h6qs6kuUNd1FkXTPhGN1D5anUK/KxrJ5zxYnKirRRltn1R/1LZ5kR78bTAYpBOlbN+8aBBvDIhMt70fO+5979W+adRH37a1fYiecmxy0Sdtpoaj8e1UjuHtGDbtg4qBRPDI6m1+fj3cQ4nfbaIhTQlBkcRyAkbN83QeupGdnp42ogo8ZJFl2D5Rt1K3KeWuKoYTGWTaduov9gQhimkemqd9okShjt6si6qAiFHJ/e7m5qZTEtG67DvQvCl9SMVHRo94pJIJxUD2yYtUaSMv3T/fCd+Vp98pmu7RUSw+lbnZKYpdFI9ifDxDgM655S7vC/CYM4MQL3eXcpeqr6qqPZGO4TVK6lTNulTs0jbVdY3nz5+nSViWJVarFSaTSfK6sQed8HmaBTjx6ByuPpwMRaLuqpuNHgjD9mjeG5oW7FjyXhU72UeKxeqKxclr81GqGOhtajpu+ruOHb/bxds3rycDroH9ic4FxU1K3dHagBDPVOHpklVV4eXLlw2PF9uP8XjcGhR9FL6dwWSsBh5fioacKIrHCcB73nnnHSyXyxRLxvPIaU9TFzQudg/g4DWrpJOjqktYXdeYTCZ48eJF4z62kW0mRyOooD6nXn4Vm1PEI7ZF22n9Ilkf20Jd1TqwK7rJ039Z5nQ6beSnsWTBCQuKMMxK9W6bE4d+vZQGvPfSRd4zRDj7OHHzPbUBN0+leMw5XHRnVKDBO2NBJxN3ZeAh27Aq41yoRByVy9E4ao31rANA4gIKedtYr/V6nV7saDRKk8qCBoTpGTlBE4EuPP5OMdaOj72m7SRpX4jGcjLTsZs5LvVebkRcQDq+TASVI4r1HEvNhbrdbvH8+fM9wMumOKSkokitirmWPFAlJ/q2+Z4qaXmHiMG5stvan+o5Bs5X7I7OBR7Fh6Io9iYWd1U9v48LiZOM4SEcdBUhpb4UZFqWZSOaQiMEOCHJQTnBCCfzN0648Xi8p1tRNzUAU6MtmqXN28G5+HUH966RPGhdiVyRi9Lu9l2ch/p1lx3rKWTNLx6pJwznihduRcr1J8fl2saPG6HqsG0Lfye5HS/nU4idk5qKPolcQ3WM6XSaJoJORC5MFZd0F+LCqqrKzVjNgFrNs8nneH5DURR74ULL5XLvRVA3o13Oa4tOFu9FevFvCmUzar4vsW+v6wCTHKxO22eftnmBzV6qD+AxUJdmG6ZBzImYfRlMCI9hXWzHdDpttI/vuy26oaoqnJycdDsffNxmht3ulSBrQtjIQLw8Lw87eHcwGMRPfvKTcTqdJihaoWNGGRDS5rN0giY878HEQNMNjRD1s2fPUjQFPeXVBYnuSSGEeHZ2ltyM+Dxds6xpgR8vwsBLggRjMqjreu+Mwtw45j51XafICPsuvEgQdSD36gs7tziNXNDPU0wHwKM7olcmx4F1s351q/M+be5idK+j6ciasOiaZvv9sMQyAQXHIHaGECLTnXuijGX1vMbUeOyM5gDRY8H4lxyR0dXKWW2GZHrG0NuG+pxyX4rCFIGoX+p5BhRlKYZQZGKwa1EUmEwmSVxlG1T00R3ZA4K03ZPJZC+tnt5DruI5/do6KdZ1iZcKKtl7tW5tW1vdpDZuZj2QvOfYfqu+qFugOm3obxaB51/to4iVDYdqS0ctdqpi70G9ip4Bj57lFxcXCXbnh65fJCa94ctQWxgXjpenhIdKakJd9SahqAs8gB7r9RofffRRimogusmoBwZk0v9ToXECDmoqYBs1T4te528UvTnhNEBUASiO62Qycc0mtmzqhdom1qFt54QEkNBC/c32ySajoljn6Vh8Z55IyyRLnkhLfXSz2exFOlg/UH3vNnenItd851Qj+D+TJTNh1SF0NJyPirY1PpMUntbdZzAYJHuK+iOSI3KRsHyV51mXjoFCzkVRJLCF31Xn425P2m4fUgdyN9UU6spJptMpLi4uUtkyDi5c3uazqOc2AE0Th04urZ9t1f5aqusaJycnaYNTc4I+Q07OsbR9IiBFDqYO6YB/SGUbKfdU/d/2x3L7NomKiyln5lDziSXLCfm+tL6j53zc3XObgfVK1/Ts3IVoiFa7HkXD1WrVWHiavMjWw78hBFxeXqZ08zwwU+8jV+N33sNJQVBAnQdevnwJYDwPxQsAACAASURBVN/G14aaecSMbR6Sao3f/M2ilDmRsq5rXFxcJAdsL/sb/48xJtDH9olmHm6GdFInHZr4SNvBzdW2R/urffRiFhWw4fOW0+rvlnT8uEH1RYGPhvN5ELH87up8MUacnJykxbFYLBBjTF7+5FTc8SneWlKuqxAxEVQPXlYO3QbNUwzmhsC0cp2BltLv8XiMi4uLRuImUpsOY4kbUZsZQhNZUdRWXZV9pYowHo/33My69NI+3E5dwyxp5AC5cx9qe09cXDkpI+d84UXZWDpqzgf4bj0k6kpqbGZneWb5s2fPcHV1haurq3Q+AXds9dL3YHFVqD2PdtavpDA4F7fXB+Ucm80Gy+Uyu/Bs21gv7yc3Z91qjmFIUNskyE2+endMFvVL7z5yLdV7mZ+U8YaWcnB8nw3fcm4l5S5ceDmzRN96qZ96pImovARLtq25ubBX57FwPv5PIzYXlfXHq6oqoYO6S02n04TihRAahyXmjNEUUSi3a9Coly5QDbu6K9O7hdmtqH/mOLkauS031jbxLxPzFrvYPUXW1EhPUVyPUvO45W7M96QJb0w8vThHbdJL1+9sp44b54Lq6trO3HtVynFZlXAOfdajnBvebvyOO2+nDqSCHlafoQhEzxT6I3IiM3v0YDDAy5cvk1uYHUQavWk+sESUlLv6YrFIORtJClHTZ7LLN5DeMzZnJEkRNn63Ke008kDNAdyYbm5u9kwiLJcL2JIuNnI+orJef2w7+1Kb6OeRBUv4PMXdPuIr+2KBkzYzioIxT03IK77Ax7v41L2Mk4VcSDtunY5VTq/rGpr12tp3TH2NyaNIIEEY7tK6W3tckZ4yYeeqZe+hZ06Ocr8rANCWoMhLRU8bJrk5RSDVTeyzesgm/VHZH00Bz/95AGhO38lxjS7u2OW6NpvNUsqRvs9z8wnBP9aN91CX5Rz05tlTKLf4Or1PvhGf4AR28n/90FuBXizqHcJcnQycVK+S0glmpfeGTUKk97CMQ7ww1MuFHjvsX1EUjbKm0+levtDCSfSDnQeFbZ89nsvew3pt6kStQz0xbLttG9QDxGujHV+vPd67OOTTVW/fZ71kVhpMnLvPew9eILjek5v3RwO46G5YVZWr/HJXolHbQuvMQaIxYuplDzx6m1Pc1FNrc2YHe53KtxcsSW5LA32MMelWjCsj6SEqijB6sLZFONXUoffQ55TtZgIm9psOB2qbooitZXh9s2BQF0jGXDj6fB8gwiO2z3JEegi1PUNS5wIrFRElt2QdDxhHqmV7HF5F/RwdjdgJYG8xqSiq4IDqa3qKjRq1qRfMZjM8f/48iVEKGVPEtDrAfD5PQbAUR+mEzfooPrWNnyZp4oJh1AXRObs5kKx+omYELgrPoKv90ERJ7Lf+9ZI66XjrIS4AUi5UjiN1UdWdOMFVbGU7DtGdcrqevl/qpDE+eAe1udXZMpRUr/Vc5byYSQJdbafuEoHOAS5Hw/ksaYe4g3PC8oWrGxNT5wGP52jf3d3h619/yFyoEQ8sQye+wsWXl5dJf+JkWq/XGI1GDci5DV7XdjJSg1HyrI+T3iO7KL2Frk4J5GCaIpBhUNpvNdXowZTeeCsqyzZreeoHqu3WBUpUWCMPPLKmAjsudhHp/zbqIwcG5d6XLc/WwedsSo2uzTc3R1Jdx8D5ghPJniMFImJ8dOGaz+eJU2hs3GQySQuNRNFMD2chkVux/PV6nVAvy6EUPOgDXQOHu1MpWeN+n7g6zwhs28Dd3LqGdcUFKnn98p7X+yj+apAxf/ccAsj9PRNJn/YBfj5V2/Y+/bbAWhuQlANcjoLzhfCY9KjLWMoFxnQRi8UCwINblzVgU46nmEXabre4urpKcXZKjHWjoV79QvVeihRaF/tiSXfXQzY71S08o7Ma3L3dG2i6Y3VxBIqqJKLC3jtp40wqoTDVht5HYz7fi3IQ/WsXAO/zJrlyLKuTsTw6RVuy77Zr4XED1AX7lFSD33Scb3d/lstwByp2oTMU7zi4XQdwemVZsqYKdfKmicNC+Tk3JAtrk8qyxGw2w8XFxZ45Q++hQ4K2lbZEcnAdE32erm46jgq5j0ajtNEpDXZnHCyXy14cv40r2N/6uMB5HJ/l8B105cHh+8m5sVHH994Xuag186gURMBlx9GfxvlCCD8bQvh6COF35Jp7Bl94oL8dQvhKCOFLIYTv7SqfxLAXytRtNJ/P3XRuwCMaxgGdzWbYbrcNx2olK/PzvHIgn1Iu7FyRCMjwu74M+zLV5/Ls7CyJxJwoyh3IFS4vL5PnDiPPc+gqbZJcoNzlY4y4vr5uGOJ1rBQQ0t/oLaR9KssyZVOzDgJ8nu0b7A4S6RIR7W/KUXLSEH9fLBYpVYiWQxWhKArMZjPX9Us5rMcNvYXH+zWTG0nTTQKP868V8eyyweHh8JPvBfA7cs09gw/ADwH4hwACgB8A8Bt97Xxt0ev2U7QcUsGI9sFgkKLVgfao7nJ34Anvy51xl0uuSlviZDLpdWgI+8qjwvQa+2DtnozM1vu03V4bwy7pba4d3m9d78H+buvIPX/I++3zYb1eud41jksuI8CrfobDYbKnhl0iY/6WXVt9FgeA70Rz8bln8AH4uwB+xLuva/Gpkdkaj3VS6uDrM6enp3vn91VVlQbEM856Bvji4dyINLlZljXq8/mqqtLpQDoJ2w6p7DOx9KXmHAX0QweD3OL32q99fNVP0XHgJ+vuyg5dyLmMlTkEM5gTo3KfnFMFx/PQvuXGPzemhTlxKjfvnwq45M7g+1YA/1ru++ru2h4Fcz4fxSdGAKh4RbGD7F6TEZGWyyXm83nSg6xt0IprwCOcrxCywtbUl0i2TsLqy+USw+EwxfZRl7LtbyP1hNd6ciABiU7djCPM6fA5WLzLEJxLjuS13xtjdWoAHtFqa3BXsZfR71VVNcbfA5088u5Rk8yhxHnipQm0Y6ppKzvpiZzPPYMPwP8B4M/L9X8M4Pv6cD7rAnXop67rxq42n8+zOzF31bIsW3drJlYi57P12fttnV27bBcX4LhYcbNPYqQ+HK3rntIkbsolQepTT5fY75Xdp66ncLJyd65CjnO96icYN7rXzflyZ/D9EYBvl/u+bXetlQgK5MhyDsZX2R1uu93i/Px877p9nkq95x2ipMmZaDQmeSACoys0t4tH5M7qKeK1lxIBYfKyfEyP34dyHLeNE2sf67puODHLpnoQMaepxxG8thAo0bpyHO9Qex/HezwedxrJ26grZq9PuU9dfL8A4Md2//8YgJ+X6391h3r+AIALEU+zZEUQS3YS07eTbl+z2SwZ2Xn0b4yxcxEA+SBe643BqO2chwbwmIlZRU5FAEmKgnFh5/pL1JQ5Qq3DAIkoJPvDsx884nWLyNLHk6gzybrX5SjnY1kUBa6vr10km8ikjtt2u8VyuWyMW+492evqU+k9Q5WgbbPPkZbtBV2TiKB2+rH2EDn/JwB/AmCDBx3uxwE8w4NI+fsA/hEeDsAEHlDOvwPg/wXw2+ghcsYYoaidFSM8sYJoEkUGii2eaMY8i7YM/WgUBCMmciJWm5iiYgxFVisOe6JOH9GnK8KiLMt4dna212btm96rwAbL5f8EDNoiCLQdbH+bmEjx3QIfuTqqXT5VO15WBbAiLfvmRXO01aflV1WVwD1bt5ajEQ5elATreiW0801/DpW7+WL02mQyie+8887eJLewfZ/P64TFafJom8Tegjm0njYTCcvkxGWyXyKket+hY9WnvV6ZbdfKsozPnj3L9kfPBLQo66GmEq9sXaBtppPJZOIioeXufHd+P+rF58H9doJ2TYDpdJqeq+s6Pnv2LA4Gg3h+fu5yFmaa9soiwMGB9ziYfvgScmWxfpokdMF4OzF330PMAPaFe/Y/lQ4IOlhYvIuz2356O77lELk+2msa79jWjrZ3541jrozcM/Ya3wWlBb031z/Ngv66AZfXSjZ0xCrXnu5iQQq69NCF6sWLFymUxVN+2yIKYoxuPkzbDrbh+vp6LyWePsf6LWhDVy7vmVyokUdeugOrZ1Jv09ybMcaGGxzTHGrflHIpFRT8CqF5MlAIfh5Wr9+DXSZx/u6BGnR67js2no5O3dbqqJ4JC3g0Ndj5MhgMcHJy4tZ7e3ub9cIiHYVv506/csEHz1ue1zjB6CLGE3dub29xenqK999/H3/8x3+8l2wp04ZWX8A+aR28ctr8GjUurYtms1kCLTSqgfF6fYhtY2jUy5cv9yIZlKbTaYo/fF2UG2d1htYYOXt/W3tZjr5rmwZEVJ1GmdvtNoWAdb0T9dPNpQFhysidi9/xRjUQmet7wgyvcZA0boqDen19nRaeIndAM+Ue0G0YDeHxKDJvoPVF2vbuxOq9++knacvgNbaHWcuWy2VC2IgOHpSgVcq/u7tLi0onsuV23sGdXcSN0OOcbXR/f98475BkxzO38KxvKqnNoVvnjJVK2kjv88a/76Z6FIvP67RC5nrfeDxOHWYH6YHPSGtSWZZ4991398pmHBbrsJ4hXjhKm5O12rDYXpoqvHQCo9EoZUPj4tQwnLBzumbddlzYPjs2ubyTwIMZgLu7Pqtine2jlRYYreGlmNB7dLwYjUFq2+R48Ak5SnCiDQA/RQM3pDYJRx3LVbylykDx3RtzJVVlPHMNPXq6TA1HsfhijHu7KjvF6xquo4OjkdXq2X9/f4/z8/PkdqXcR6PitQ2c1N7hirpT6vUYY0o5sVgs0oDTfsX2zufzNGFubm4aR0kz6kLbQs5kuZtGn6uepWMGYO8QEcYvMqu3HWftU9siVqmjzebJ98XJzPFer9eYTCbZicmxz7nKhV18YY6raJs8u2LuvAVNrGwpt6A9Rw9KJuTkbXQUiy+E/TTunHC8zk4x5yXQ9L28vr7G3d1dStrDASV3nE6njYFiej2+rLbBB5DEV+5srF/Fw5ubm9Qm9dPcbreNdOpAM5mP3Uyo/7AM9ZpRYj+94FHlAvobT1Gy46z1t43DeDxOvpeeaKnShIYs6fvlhqhjaZ/PEd9nboOgmM6+2JAoko4p/XtzlBPt2zxkCBi1cfqjWHzsgOpebY223gMnJydJj+JkPz09xXw+x3Q6RVEUuLy8TANCurm5SeVYTqg6BNunGcmAx6BOckWCPZzAdLImeqlkA23ZLuWYDIYF/N2XE1e9TzxupHXZo6yqqkrHdLGeNj2SGxw3FO/3HLFeItrcOLwMbB7xHekZiJaYNZoBxVq25jFVkdbqmhYTyBEXOheyjr0nKVk6isVHUhGrbfGVu9NgiuIh+zLRTJ2w9/f3ePnyJV6+fNnwqrflUtyznFcjoXkKkVWi9Qw9wvB0lQshZAN42/qti151Qe9F6nkU9J/0Fh9Fao7DcDjcSwTbBjbQTAEgRc3nyGsnn7cbK13l7MlDuXevOmEX0MSAYqocatbhuLWJruPxuBOA0cj1XMKr1nZ+3Ab2HeybjLhqxPS8IMqyTJ4PZVk23ID0fjVytn3C7uhmL2FqCKHhZZEz2A4Gg2TALoqidywfjew0eNvfc4Zga+z1+py7J4QQF4tF1hj9uuL79H319WDq40wRdhED6mJo3ff61KWxoa/rk3OMyM37o+B8uR1IRQHdbcmtCMBMJhPM5/PG/be3tzg5OWkFD1j3crl0xboYY0qh3tZO4NHRls9QdCHnYjoIFXM11YNHRBdVXLOk/WPCIpaf6y/PB9RrtH1Z8ckjLbvLu19BCSviWuoToWATHVlpRMXYPqaRj5OOYvFRB2izjdDDgGfcAY9HHOdMFQyuzREVYmautmTlfg+eBx7FGAZ/Ut6n/kZonGIQwSASF6CF8ZlrRHVivZ8GaG0PxVwL8LT1i32jh0kuiS9Jy23z7mc71DSUQw4p6tngWfv+VqvVXjJfXbTr9TrV0Sby39zc9NLrDiFNidin7KPwcAmZ7GUadmP1Nl6jCxnQ7DzPQi+KAi9evHAzGCsy55HNSKX154yrqrNSB3v58mVKgqT98srQPpOrHOJqpuXk3m2u/W3lKHJ3aN5RzYN5SN3k6ta8xGRVORCK9+bGQMfY0kAydR+yNnScbP/iMXu45BRbKulUmBURJNJ4fX2ddkgCHRR1rq+vEyKlIiApx/FIOag/t2iUYxFwoYhHDwpNo+CRvnQaxT2TQRcVRZEVubvESvXLpFmBgBKDenMpI7xrNrNYG6nDwmq1ctOxt43DaDRqvAfbJr7LnKhME0jXGJF0k+XCy5mG9p7tVcMbJjXCqg7B3Y1QOhPk8jcSRTqijXd3d7i8vGyYBWLcd4zmy1HoW8tkwKVyrbY+kLtyc7A7Myewl/26D2laxC4kri2Ytm1iKAQfY3Qnv9rv+L6IMNvEwjZXac4+qOPftUDbfHWJeAOPiKf2myqAHT/L2fu6mnGD1Fw7nAs5lYh01GJnjjxnZXLItvPXLLihQAZFBj1sBeieCEAziSvtPn0XF3fJPhmPeTZd37ZR3OPE6iMuHtJvpZyDcV/K1atOzADS2fb2XXpzou81ACltRR9HcnLGNgdv9unoHauVLAci6W5pIxqAx7Ma7M5L8pKgcsFQ1LNnCHgT0HMp4sJnmdY1jmWS1D8zxrjn/gY03cPKssRoNMJyucRkMsnajxgmUxQFptNpIy2DppYHHjmQRStz/bb9sWQXHjchpTZRTutV7nh3d9d49wRU7LvkO9B6vUXmuQ4WRYGrq6vGwuN7Jnii74LjSamJm5vtL3GJHB3N4suJQoSnvXMRlC4vLxvxYKPRqPchH0B3Cj0gn7hpsDsdyFKufpvnxatfQRZNZ0jwwepz3GXpdeKJZtqeGGMKR9psNr1geZ6ydIju6Y2Xl9dGiW2jd1DbexwOh09KFOVRTke2p1nxmt1w+oqqiT5uA/tuIbXmJskZfj2jN8thyjvmJrFR48ztUnTkRgHyqQRms1lqgzX2ep8+9/T9PDX5a+43Gvtzkdl9PzZjtuba6fu8nhTsvXtruH9KOkP7WSwWrQZ6+1tbVmzb7qM2sgPNXVl3EJtJK2dophLNciiPU5SxyWd1Z7X1k1QP0XqJrFJU4nkBVVWl6GXlhDSwA3kPeXtmhIo63g6uERy5cdF+tEUCAPA2xFbK1adxceRafD/2XebSPyrgQ3umisbUz+kmlxNnbdlem9VJvu1eNTkB+1E3eo86LbTR0Sw+kjWsqn+k/U3DiZiL0f7W5SScm2iaI5PxghxontzDyPKyLDGdTnF7e5vEPvVM4SEnqldaYpSFijVtxmKKZpyU9q8SN4m2sejj6KCUM8NYeF8jxC1I4kUFWEO813Z+pzO5HZ+cOcFTbXjPixcv9k4Zsvfo/6qfeov/taQO/EaJnSGEOJvNGuneVLRSUcimnSuKoiHeWB/Rp4pRQdLdhV2yHE0Xx7L5m/pW6iEoXXX08Ufsm135EBFPx6ZNjC1MkiWvzqqqsm3k+LW1g/V7CZn4f1tSqdxzVDkomnalLAwh7L03lqXpFJn5LZcESz+5eX90poYc9O7l/iC8Te9/NZqXZYmTk5OU3KgPDG5hbQDp7HbWfUiOFvv7IZC/Uu6cvDZS80cbvaqJgNRmYvF+62NioZGf9/QZN/s++L7sdZs4ir95JimNALHlaKRGbryfbGoI/vl8Px1C+KMQwhd2nx+S334qPJzP9+UQwl/oKt8SOw80zQsqk+vBKSGEdF6f3jMajTCbzXB+fr63WDxTQQjpIEP2w3WnshnCvIxh6sViRTA7gXKOxjxbva7rdEqupbquG4mdaH8qd4dtqmik+hY3gTa7qEddpgK78Ggi8URZmku0LV6uG5oV+iKJ9mAcmlhsP/W7PVfRtlVFaw/hVOeJg6iHSOidz/fTAP6ac++fBfBFAEMA34WHzNVlH7GTH4oWer6ZfobD4d5vilryMxqNYlEU8f3338+KPERSvfAbon5tYoU+pwiXntPXFaLDUCSbcTt3TJr9DAaDRs5S70PRVrN4DwaDWJZlVtz0RGEvX6YnWmvuTc0P6o2/RVfbxvuQXKZt902n04MRUkW1BwceWvNktDPG+KsAnnfdt6MfBvBzMcbbGOO/AvAVAN/f9ZDuam0HmJRliclkkhTsqqowGo0wnU4bqFNVVVitVhiPx3j+/PneTqbpA6y3BH8jAOHtaNyt9TkFCq6vr9P1Nk8X5eDWbkTv/a7MapvNJhmHc6kmCM6Q06zX6+S6x3SLllQMo6HZi3hgP9U9y+beBHzgi2Ovv9nx1j5RJbA2VS87Xdu4X11d7UlDbUTRleCavifNNnAovQra+ZPh4ejnnw27Y6HxCufzAU2E0EP47u/vGwdcEEmL8cEHUZP2AA8v33OSZX00qmq9nqgbQmgsbk+MsmJRHwOvhr/k4uL4ortOFrIirRcBbyFwNQkoKWrMTcWKy8UuV4090tprf19cwRtD+6x14+M1fZbPeLlt2swNOeJ88mIv1RzS1xmb9NTF998B+G4A34OHQ1T+q0MLiDH+9zHG74sxfh+v9clDqQOw3W4xnU7T+dscBJbBpErqkA08ciPep/VycdNJmvC/PVnIvgQL9ee8Mqy9SvvS1mc7wajDkSupixvrpy3S1qdpKry6LdRvNwU6J3PBc8y6JjF1QEt0t9N6VD/VcqmLxxgb7WeqD4YE8XnPV9SSpgPxiHV6eu1wOEztORS8fNLiizF+LcZ4H2PcAvh7eBQtn3Q+X85WUhTF3q7KnZQvhJHstFFZAGS9XuOjjz5y66VoRfcwncDD4bDhR+jteipqsaycuMNQF+tlb5MH5chyEPVvtZnCdMJOp9M9UZrcNBdFbzMIeJuXitmsz1t8CnARsbWJdelup/XyXtvvGPfPLNTM3RxDqhSeG19OlPfSKHKTyYmmtLVa8bmPKPqkxRd2B2Pu6D8AQCT0FwD8lRDCMITwXQD+DIDf7FNmLjmqh8ZpzNZms8EHH3yQ4GRNI2AzY2X6gsFggNVq1Vh8qrcA/mAqQsdyPKQWeNRX7AJSyu2cFjVlpLyKrfo8HYzpMKyJoLQfFB21XC+f6fPn+yq/JiRiOJH2ZzAYJKRTy9dcpuoR4gSgZuMmyXnJ5Ti23IDtWOp7ijFmJSx7TbmsjWDguG23Wzfsqpce2AOJ9M7n+wd4OH/vS3hYcJ+Q+/86HlDOLwP4S13lW7STnzJzlHBd1w3D8MnJyR66xWO31Og9cM6bI3pmkc7hcNjw2/Q+YZeIKOz8F73f9TsN9LnytN+8P4fS5q5zbOzvRBtzBnDWq36V3njnPta4bsde6xqNRnuOFOyz/vXeF8s41K9VEdXc2HjvwF5Thwo+s1gsOhHY7Lzvszje9MdOfK8D4/G41ctCs1HxUMVDXlDXxG5bvHbhe89XVZU2irbPYrGIz549a5grnjrRdOJwo8g91zahuya7XXxdmcGsiYPjNxgM4mg0ei2O0l1jos7b3nv15hff9cnJyZ55pK3+3Lw/Og8XUps3yOnpKV68eIGieDi7W5O3Ur+ozXniSppTRJ+jc7SKJVTmvTCgNqInBKPgCVfH+OgU7CWdZfv6nhdOUfcpkfGvg3Qsh8NhA8SyVOzSebSdezGbzXB5eZlUBhX31JvkUC8hrYMO8DaLWxupXnfomonHHkxrARfPG4REdC3GmFK0M0cLbVdtyi/dhJT47M3NzZ5+tlqt9mLQQgiNs9nUVMDFAzx6+Vt9pC0K2iYM6iKt14IeBBd43aKH7AufP5T0nEOmcODYM5qBxDHNwf8xPqRd5FjZMeLzB3uSmDI2m01aeMPhMHuOnme+sNdJ30hTw2unPjs34XXuqhwQ5tDQ/JtcoPT7VKISraShLyxb71mtVnuwvaZ0IDjkIZoA9vwNbf1twJC6N9lnNptNAos81yhNaxjCw+lHNgESf+sKPs65gOk1oow0dKtpgRPfO4NRx8CaSHjdW3y5pE1d+VNIXnu8srlpcaO3ph2iz33rBY4oh4sax81vAJDENU443jsej9MpoDx7oW0ScVf1RE+gPbWdfYaLiHZGiqisx6JgmlPF85rpCvmx70p9P1k+PYS0bW00mUzcsBzPkb2LtA86AbWNfZ8nkkmDuvVTVR9Oe88hdjdFhoH2XJ+W7Dux9YoXlLsaj2bx5bzr+3iNk7vZbFXMUaIRAdyRKf7YXc+2oytqgWXathGKzy0oHuTRJ/KA7WqLP8y1v4vIuXTcQng4c1C9idjm9XqdjZhg3eTUXtTAU6jP8225PN9EfX2I72y73R6vzkdDpkd8yfRO1+RD1KXUWEtidIR9ITqBvUm62WwahmHvHhp22QZmluZvg8GgAT6QaGebTqfJSNzHMEuRh3W0+SJqe624TYeF4XDYOPzFLjz6tFqiyKrt1joILLG9rMcmiLIufPpOu/qUI/WFVW5mvWZ4TcfaBmi3cXzON/oZD4fDPZVAfXbbNsujWHyMBFeyE4c7qYoIjJrebDaYz+eNFzibzdKiyB3/lRsYRRop7s5ms5Sshzsaf7chKepFQlKOdHV1lXUe8JT/rSRQAh4XaVciInsIqAIjnng1n8/3PHaUXrx4sefqpeXM5/PGwZCUOGJs+pNqGdwgPT9M7a+Nlmc7GU5GokrCDd3md+VmwM3DOmKwfTkdXMXKnBdNX9H1aMTOroPuKS5SjAQedSgNdqQzLsVKm4dRxTfqNUw5v91uG2VSfNKDWSiOxfiQQYxgBl9oVxQD00XQS54p6Ngm1gsg6WxU9NvK9nQ0AiwaZcF7y7LcmzieXpkjr+xDnqdPJBHS6XSazZnpjUnfNlO876P/vgq1mYeO3tTQlYC0zb5SliXOz88bOkeMzQSo3C3tTgw8+ucBjyf9qDOttuHq6ipxU3LFvjZAdVnTSaPiCReE5nBhXeQObLtF9aypgWNgx43t9q5bzkadkKI08MhxbdmHbOTkvhzf1WqVyqfIqjQajVynbGsCsC5yxAHsguW9OZ/UQ0nBNnJi3TQ8qWw/TwAAIABJREFUOhrO14X2UYdTY7WSKsknJycYj8d48eJFAj1U/KDoSsdrjzxDuAdO9PnNI+oNOgE9shyNyXAV4WQ/crqaJSZ79fqu40gfUnJpe5ouuclT5lAbMGQBm9dF3LyYDl77aU8+6iLrBOKlpehCO79hLmRtH2A/oY317aQPpbpyaTKjIImIGBn+zjvvtPpI5nw72R4v0lvvpQ+pfbbLLYxl9onKZt5RAA23Jv5V9zb9vS3q2/qisr3qM+uNVZBESG3jqmP4lN/6jEmfsStM4qdgotDtfNP+9floH6wLm5aVm/dHIXZaQy3wAJgoxRgbhz/yudFolMQgFcFo/8uFApGjUI/0gAvWaa+Rbm9vXQO+ltUWP0ZIv42UM15cXDSAAuDRQM5IcwITRCS9+q0IxrJsRMdoNGqkCNS+takBfEeexwffq+UwngE/V3Yu04Gt30o8XnvVaG51blueJW3vdrttfG8D9FLdrb9+gyjGuDdJlsvlXoiKemfMZjPc399jtVqliUG9kWgbF6clAiOah9O+TC9i2iMLEljQRXUKLjaWeXd31+uwDa9+PeuPppjVarU32Tg2wKOuZkOvOM7eeQvqq6lBqm3EcqzZhuPjLTICS7qZzefzRngY7yMy7iXD8vphf+N4qFitGdI8L6G2fnrf++iSR7H4gOaLoneD/f3q6ip5iACPOxmVcbU90Uk6B/tarqYvXXc6PS015/uo0Dd3UpozLIBhMx937Y52A/HaopzWAhCqx/A+RW8t8bTfuq5xc3OzN8E9h3SgafvUNhABZLt5nmKOtPybm5u9A0Xv7++TwzwN/vZE2z5jynfRR199U7jI0QAu9pqFnhUIoMhI6J6T39qcaDrYbrd48eLFa28320FjdQh+3kr1CeyyAdErhwukLB9O2c1FaAB575ecC10bKQqrYA9NE0plWWI2m+Hi4iJd02fIafvkcenjyXRIH7iBqIufiuzsS85Eo4CPBuKqnQ943ATtcQc0ne3uP25TA/DIsTSUhJ1TjkEvBdrI1K7Hl8iMYFdXVxgOhw0DstJoNGrkv/TalCM95kv/atkUlynetDlQM/xIjeNE0bw8KqTc5NajmDtTlwvRZGHLtBwrxpgWHkVGa/M7lLsQ1dZ3eSjFneODivSebq6eScDjXODzqpboKUVsG31Wre5P54NvCp0PeFT8rUuY3VEYD0bZnboTvSTYYabEY6pBD9Ln823gQRvnoO+j9dHUfP4xPoQ98f+2F8KJOplM0mbDsyp0AZZyjoQdP0tU/LmL5xYhOTOdlm36PbpuKdGThM9RJeA1fd5z8+L/TDex3W5TiJJyX0sKitDxIdcn6vNqMiK4wk1LYwe1TzZ9It+xDVkDmvOkruv0aaWP28xAU4OaCsIu2aqF8RXeLooiLhaLBIEzpQShZIb9t0WE8zceF6a/5WDnrjMTBoNBA6q3pgm915oD+kL3XttodvFMI0zLoGV4ZxZ49efaFEKI5+fncTgculHpubbbMthu+7tmDlDTSFEU8fT0NFu2joGaY3LR5jQx6Nh29buu64a5yJZd7pI+s8zsvP+4F95u59mblF7nR6NRSofAycTsy2oHrKoqTqfTuFgsWlNP8DemLmA5fHHarlybeA6gtrErrYBNPcGX2jd9AjcW1sd+aF/b+u2NAcfR/q79tnZW/XDj1Lbl+jSZTPYmbZ/3pG3Shaff2UavvMFgkDJ3s0+6WdvnxuPxa0lpkZv3RwG47AyUDWQuRzxxloiiytYKfIxGI8znc3zta1/LinoaXgQ0wQaLRvI3hd/n8znW63VD5PCACZIHgORAkb5gibbTtp/tpZ5MUT0XN6njmDvwhGIxowi855Vy6SD6ACr05tEsZ33IvldtIylXlvbD88Jpe785OnrAhTa1NhoOhwlBGo/HDZ9MKsKk29tbN6WbEm2G9AeMMTb8C72XpW1kWj5r+Ad8w6x1EuA12yZOHk7ctnFRPVL7ajcRki1rPB7vAQ85HYp6q3fktD7vgQ9A0/ht++sR9T+1VWq5bSCStofmE6PqNMrSOWDL0BQRqmv2sXm20dEsPvrckWzHaPvjILx8+bIBcvAkGhq5QwjZBEVaBw3ynCD8q2XrwtY2si71keRizBlmu4I0Y4yprwzJ6fL9tNHYJIIwGkxsYXW1pQGP48hybaxbHwRSFzw3t9yYEF20z0+nU4zHY6xWq0Z6Dz2klPGRNlaQ5h/aR29ublKOH6+tDDPS037VT1e5HY38McZk7vLK7IXU9gBDvh3ArwD45wB+F8B/vLt+DuCXAfz+7u/Z7noA8LfxcEjKlwB8bx/AxX6sbjEej+N8Pt9TjHmf6lpMHUg9JOdH2Mc/0NPzyrJMul4IIZ16Q32hCzjpqq8oilSmghkWTKEOQ7/CnL8lfRz7tMsCKDl/RdtmDzRRvYpjs1gs9tpm30Ob7yvHezqdJvDLglza7j4gljc/7LVDUivasXgy4ALgE1xAAOYA/gUejgL7mwA+v7v+eQA/s/v/hwD8Qzwswh8A8BtddehCyinL9qNO1Pa5yWTS6Px8Pm8ti8iUp4hr/k9VzlURt2CMzRnaF0zx7qGTuJdwl6ejeuPitY1gBD99AQ/7UVCFz2qiYf7WlTuVeTr1PjsGuU2DGwrLyD1vy9ZFyX702YS9+rk5tgFzRVE8ffE5i/HnAXwODxmpPyEL9Mu7//8ugB+R+9N9bYvPQr528iq8y2t8jr/xaGgOaF+kSjmHXsvtpvzwDD0mw7VHRitymstWrWXmJkFZlm4iWjWRtEH5vNdONNtfhdlZtl1AjOTQ92UjB/pwm9w9OSlF7+eGxLGx6Kf3PM9r1LLa2jCbzRr32X5xbgyHw73+W1NIbt4fpPOFEL4TwL8N4DcAvBdj/JPdT38K4L3d/72PCVMikuYpsUwlp7qEGmrVSZpImhfe31Y3I55JNPgqWd2LRtqrqys3lo59YT5/j1SRVzCGelyuLew39SXvmK4YH3Nf0jDMmDbbH8ZK8jm+C9XHqAfR5U2dIrROPlPvTh6yoA/zrPAeJW2T/qbzQp2j7Xv29GMivTTOq7uYR9vtFsvlMunf1HVtG+guqP6no9Go4W7XRr0XXwhhBuB/BfCfxBgbqX7jQy/8nuTLa5zPxxekbmS8pgc5Ao+5WwhKxBjTwY1UjL/t274teYEw4NS+cH2B6mzsoWieAq3pCaiA6wulb6ldWKqkE6CJMTbAGI20YNm2PbyHfq+es7W2m6kObGAx+7vZbDCdTtMiYz5UJgfW/CyMpGgjuvhxTM7Pz5NLFhMX547F5vhpWdrmQ7KLcTPmZskNRIlO8BZdZtiZglZaJtA8C/GQhMe9Fl8IYYCHhfc/xhj/t93lr4XdaUW7v1/fXe91TFiU8/k8rsEFw05ZX0Z77p4NHdIFTcjaxq1p+STdyXWRzufzvR2cG0RusAmzc2F5Tri66Gz5JO1nXdfJaZjPsAyF/9k33cTsyUu2v8DjRsd7Yox7O/loNOpEkvms1vX8+fPGhuId36YSTW487IaSI24snjlDy6Zvbwhhz482926VE+r7tJw31wegx+ILD0//fQC/F2P8r+WnXwDwY7v/fwwPuiCv/9XwQD8A4ELEU5dijA1Yn0ZZa8QFmikQbm5uMJ1Osd1ucXl5+dChosCzZ8+Sfx5JOScnDhe8J95oynfN3aLU5X1vN5QuXz/Pu56cwvqLqt+hZ0bQc+q8CZSzUfXhKPYebgjeBK/r2o2pZNv5PD8aBEzuaCew9icXFgY82o69BWhFVR3jQyJByLl108i11f2xA2D583gQKb8E4Au7zw8BeAbgH+PB1PCPAJzHR1PD38HDMWG/DeD7+qKdfT+8X2FxXquqKr7//vvxU5/6VPyWb/mW9FvXSTv82NQV/N+Dww9td9vpPUVRZNFB1q0IHRFU7ZeHsubqIzrcB2bXsSFiqOOt/rMKRJROGo7BYJDQZy0n597WNh6HzhmOPxFyr7w+71QR2D5teW1o55v4sNN9B380GiW7HjtPOyAH5b333ouz2SwNlDexrY8l76XNTs0Z3gtog9IHg0HjHLquT1EU7jl/RBUtpK5jkUN1z87Oek0ke20+n7t5UtR2ap+nzyT7QrTw5OSkNZ8My9Ny+5pmWJc1++TuVVODh2TzHfQtT5/T8aBjNedilun0VQ7fJO12dPdY3lz7rEgZQsBisUgKNZXyLg8Rz4dSUUZ+98KRvHKpOxDgySGVHtkyKW6pzqv6MceHz9nxUt/E3Fi29SMXaqVl6fO5cVK3wL5k+8T3FEJIYWJ2HLzncsRQJqoT9BnWZ6gvq0pELIH36TvSsdPA6XjMvp3U85TaXJkoxzO/ZVVVmEwmePHiBS4uLrBer7FYLNIEypG6EClZXY4wPAeazsoecVejTmrjvNrItlV9Lul3qO2lexWfo0sYfTN14eWChb3x0VR6StxQdOPThccxoZ7H8b+5uWmUldOPvHZZUIPILsehKIqGTsmFZ/tr59doNErmBADu5kATF4nmH40njHHfPMaDZ7r6eBSLz8LswKMvJ3cf7Qh3/7DzAbTHPN3d3eHly5edHIcJgWazWUIQFR1U1I0RE0A70GJ/U9TW+jZqElqPGNQaQsD19XVjAjGyQDcBIpXaby4K9YHVv7xHx5cTV30nWYaF3Elah74PLZdcEPBz0XjtUiLHU/JsqNykOG+Gu9ObxuNxMj9dX193Lg47J1mmlQjIAOyC74rcOIrFB+w3VNPr2ckxHo+TuGUznPFv3xNriqJImdLshNHFpwuEDsfW2531q0hS7U700esAGtETnNxqkCZ6yGxnjDAn0WaVsz+yDi4e3mcdyLnZ6MQhGqwmGq3H41wqihG9LsuykUW7kDw7XDBWMtDID88MwgXE9tpIBEtq7rm5uUmouJqiDiHbJ5Zls2L3oo8bbCHgAkfB7fINBB7dixTcODs7i5/85CezLl32QydmzyVNkUa2iUAOn6ODL+9lOTmUdTAYxPPz8+Ty5fW9DZ31gnFznxyiaZ8PGde+vp8cqNUV+T+bzRpuX9pv+tyyrRxvLa+uaxeo8j5EV617mx3rLmS8q092LHPz/mg4H0l3sZzNaTgcNvSnu7u7lOYOeNhNz87OeicNslxSyx7szkPQsqgfMJ7PC/Ykd/BE37u7O1xeXu7lAiGwQOWf9Vsuo548bWQBg0MolxOzjTwO1JZAiRKK1qPhQu+99x6Gw2Gy25K76Puhbv06SY+69vT0vkmhuuho0E5NDQg86iq5SVaZk34oHlEMpfFd8/LrKUFqnO6Kl8vpeBR9cm30IqHt8xR/rB7B8WD/9Jo+n0Mk7b192mNpNBrt6XheubbsPvXwfdEQru+yrmt8z/d8Dz796U9jOBziq1/9Kr74xS/igw8+SOJ5mzMAxX0vCp0icVfbeNLx61gfObTz1UJxXyPZwczJ5NQt1Nl6MBhgOp2mQ+5HoxGm02lyubLuVczE5UHHlhgw6e12mk7Oez63KHm/5XoMOFUAipPTGw8uPKt/AH6W5b46CTcpBXTY5tykt5nO+pDqxoPBAKenpzg7O8NnP/tZfPrTn8ZnP/tZ1HWNFy9e4FOf+hR+8Rd/ES9evDgovYYG8XKxdy2+GOPeqbyWOEbU1zlPCEpR52091q2zF98A8uxDBBO8RK339/e4ublJoMfNzQ1Go1FKjGsjk5fLZQIwOKHUn1K5oEc2ZwyJ5g5vlwXyHJU7twIUAPa4GhfocDh0z03nc8pBFYK3C7xr0pFjKRhjuVOODqmHxEXHSQsA3/3d340f/dEfxSc+8QmcnJwkiWU+n+P3fu/38IUvfKFX2SxPnfHbuGUbV9RzP0i6kdtrpK5N6Ch0vtzL4oTW1AEUIwGkRQgAX/va19Jzl5eXWK1WWK1WWC6XaRErN7m/v8dkMknhJkC7nqO6HXUpeuxrglWlHJSd47J6Pzk7F0Ru4hNGt6E13H0pvqu5hn+tPqmhWWwnfS11UefI5m7R/61ex/GjaK3ODp/+9KfxqU99Km2UutHSNGQRWKUYmwdhjkajxtjwOb5vLv7cPOTCo/7PfC+vSkfB+Zhvg5OMXvNqAAUedRDg8cANnVTr9Rrj8XgvZIRmArvz2UNOupyK+RK1DSQLmVPvoOir9+Z0IvZbs33lzoQH4HJDSyo2UsLgXwI83MD6eOOoB4nl+PbMQAJTFnzS8aiqCh9++GGKHPnDP/xD/Pqv/zq+9Vu/NS225XKJr371q6m+8Xic+pXL8kbJiZ5O1gtGRWiaN3Lvn++R54kcEs7URkcBuOz885IbVS4QVnW0ong4qej6+jqJg3whT0H3ukjDkXTwFQDwkgRxfCmiqsfKoecoHNLOPnoXN68Q9s+QJ9l2A4+bi5dNnEGmrJ/c1RrCeb8eh73dbjGZTPCZz3wGn/vc5/CZz3wGVVXhD//wD/Grv/qr+LVf+7WUOGs+n+Pi4iKl4u+LeCqX6wO+sK2qn3atGYsyHzXgooNAGV/99hhlbl2eaDzl35yfYhf13c08iJ+GYTX2ei/HTu7cwuOiZJvo6cOJ3fXiKTr2WXwEedomrrcoyUl03KxoqUCQXXh8jmXTdMQscl/5ylfw/vvv4+LiAvf39/iDP/gD/M7v/A6eP3+e6rq8vExtt6rC6ekp7u7ucH197c4Hmjf6mlJ0zF8nszoazpezR83ncyyXy8QRuVsyYe1qteq9eBS239ULoMkpyVUP9lbA47kICnywTD21po3aYHrb/kPJ669y4DazRlc7mJ5Cz7qj2JiL7iZXtdyxKAq88847eOedd/DVr34Vi8UCH3zwAVarFQaDQTIDEECzZTPQlQ72bWPmjUmfPqvXFUE3AA0pgmOY43xHsfjCQ6KfNPgea1ddA8g7RfPZ2hy1ZcvgPfqciq5PGZc2zpv7zYqfvG86ne4FFGsZOfGHYIaXM0b7ZmFxLV9heitaWgmD7mvMq8IFRXOO5lu18L2qEWwXiYDKZrPBZDJJ5/qVu0TCRIspfrI8D9VUc4A3HrZuj+zYqysc8YeWsyCPd/EVu/RqQBPe9ozs1Cdy8L7u2DkuwnuYO8W7R438bBMnkZcoKRcxbsvUnfhQo7fSbDbLntn3lHK1v8PdUW0WkFJRmBOaIqtnZOf9BKpy40YOWdc1Li4u0oS2SC83DLpnUUp5CgBinTK8MfO4v32O1GaqyC2+ozA1WJmaSriiU9yl+FtOlKDOeHZ2hslkkhR7NVdwQDebTcrZcX5+3iiHSjl1uTZdqm3hqWMzOQ2vd4mQHpzNa8yYpqRj1EY5Z2wiobe3t67XP8eNJgI1P+i48Lpm7/bapFzz/v4e8/kc8/kc9/f3aVFZp3CWpcmzbFSInlSbMx/ZOaTZp/m3TYrxxk9z/sxms06d8ig4X5CTablYyHEovnByKELWRkVRYDqd4vLyEvP5HDc3N43JojA0Xci4o7UtpLZFozqMnqLLhaf6VI7jWupyb+Nue4iu2iY90POnTZRim/Q+AI1NykYk5Igch6aGzWaT9DkuwjY09nWSNZ+8imQCfJPofCp2AvmTYCjT8yXnJiSzUdFbQ/VJW566qj0FZAEeYw85IcfjcTKBWJ3NW+C0O3VxT3umAlFWujl1tV9F57Z7+8DpltRvFmhy39ls1vCc4YJSsw05HDddjQS3ZMdbbcS2HzkgD2ieD2LvKXZBusrh9bk+yDPH8ZtG7PRI8yJSh1Cy6eYYc8XAyVzCWvWD7Jq4XnQB69MXzIgEG/PFTcO+NCrv3slAKv7owtPFoxNan/HazbZ2iUN9Fx7L5uIC4ObEZPSH0na7TSYLAA0uZ4EeS5oahIeo2DnBtrX1NRedwDG6vr52pZyuqAYCT53SWeuvHxO1OSSXZYnLy8vGTkVIGXh0Nq7rOgVOtrkC5aLIvUzKMcb0svm7dTbmhFIvEOAx+JV6KGk+n2O1WrmOvBrJrl4dHAfgMfszP3YH14lKkbivuYKpIEg2wS3LXi6XWW8fjhHbp941rENhekopGsLFaHSPiKISfOJ4UTryPJ1s2zy/4r5SEPul5fcVuY9i8elk9kiTvSoqSr88/sa/9Ovk7227qHqcKFkvFtZNsYgc2Lab3jnU0+yLtXYpRmIoaZ84UZkThLZE6+BNW1qXvcr2S0ldtrStk8lk74BL73l9lkTAg9xCOS/RUnIo+lCqPqwLid91zO/v7xtSA0Ey61itbW3jhiGE1N9cX7X96nihAOE3JeBCIrjB9ulORGiaoovSO++8AwDJW6KPC1eXYm0hZ35vg5fbyuyjyHv3dMU4asIfvccry4ILfdul1GZi0RT0JKoD1M+0fu0bOR0jVnJmp0OIC5bubzlQhfOK+if7pnOA/sNtqLtSTudLO3rug/z5fD+NhzTwKZGuPPNTeDif78sA/kKPOnqlAdBP2IXq25D/anec1unpaTw9Pe1MCRDkJJ/QMwluUfhnvwWT3sA+x1ON2tI12CTArI/5MdvamPvN1teWdqFPcmFbnq1X0zV4beTY8DmmitCThGxKjz4pQWyeVB23Q/rizatcf0PLqUy8np33PRZG7ny+nwbw15z7/yyALwIYAvguPGSuLl9l8dnEqhzUtgzQzLPSVbZ+bH6Q3McrN5hEr4vFYi9PSiFHhfXJT9OnvW0LOVeH1/5D2sNx0iTDXeV3lcP6mbdFs0LnJrat59D37X2YpLjv/UXmcE3+BuQXX6fOF2P8kxjjP9v9fwng99B+5NcPA/i5GONtjPFf4YEDfn9bHV2yMZVatQcB2AMpNN/K1dVVLxFqNBphPp8ncaNNDGcqvZzXjBpq1UZJoEFFF3UqBvKnI7URdcsc5VIVsn1KbWYbey+N53d3d5hMJphMJg3gxKLCRKNtej2Wo3Y85uJR2yXbouglxX3NI5p7L3yGYq/3G8eny1PJSw+YG7su/ftVzucDgJ8MIXwphPCzIYSz3bWDz+fr0jvpwhTjg1/h9fW1C9nTf49eK7kDOixdXl729nLP3WNT8mk8HkEaezqR3u8hZH0DNjXloJIdV41Qz5FNh2hhdT1pKcaHdAs0JWgkipLngKxtWq/XyZYJoOFgracxaX/tAlfUUT1V2swC9rfb21tMJhMXFdVN9bVRl9gpouEMwD8F8B/uvr8HoMTDAv4vAfzs7vp/C+A/kuf+PoC/7JT3EwB+a/dpiBNeCj/+pmcDWDGjlKOhy12+/L7p+PhMH5GjrZy+B7K8yuepImuftvEAGE/H8sTLsEv3d4io1lZm7po3F7z0iV3PeuLqm/48WewEgOCczxdj/FqM8T7GuAXw9/AoWh58Pp+53jAp2N8oimw2G/dMPh41NZlMkljCHdFDPq3NztvleR+J9jJGbFMMBtAQg2w9XWR389wzhzgSaxnq8mbFJ5L1gNHnPUlDxb8+6RU43jxwk2VOp9OszdUSOZ+2RxFw224lNWMosd1qnFfnh0PTRlgni2xjOjheAPA/APhvLBAj//+neNDzAOAzaAIu/xKvCLjYDxXy8/PzVu6gO5w9L/2Qz1N2SyJ4fC4HIPB0n6IoGkdtDZxTkArnRJ6csl/ujudSEMnjmB5gwufZfvalq89e+V0glo4r/2e7n/KutKxXed9d9beNiX1Pr4J25s7n+wd4OH/vS3g4EFMX41/HA8r5ZQB/qUcdjcbrJCT0W9d1yvLMa9pJnYTMBF1VVUIdveO6BoPBQS+ZYhvNBYTs+aI1kzEh6K4JkHuJ3qLSTNhd5VqxTJFW796u5/l9NpslMZOLjRtbzrRgx09NNfqM/j/YHbFmN72cSNx3UT3luVw5fTf03Lw/KiM7vTfoF8dgRYoKahBldAMDLW08GUM8mJAoF7MHHJ7zhWkuKP7OZrMEQFijax/DdS4CXsanEUP2lHbnouBt2Ye2Xctm8GyM+zlViGBqP3NG+iCeS55f7lMj+vsmzW2jtvHKUTzmqAbPw4X6hOclb73yOXl5jf6TROOsixn1lRxE7Hn+c0HnTA3aZkLWTHP41DEOuygOevDHGPfaBTxGWdsIc050209bhrYxF/FAmJ6ePQyq9XKN0rnc1kEdKDf5acphfxeLBT788MNDhiz1W9um5olvBLGv4vZ3vFENwL79hCCIhbAJq1sAxEuua/NBWhoOh1gsFgCAxWKBwWCAyWSS6rLHVdH21KbM056lL5ztHo/HLqjQZiqwae94n0LfvKaAjfc7yfZNJyXtkkqE/MnZyeXtwhsMBqjrGtPpNKXxYFtog+V78SJEaHZguX0WngVCuPisD6sdAyZteorpIPe+lKxpyb3nWDlfGxVFgZOTE7x48aLBHTWlAL33GZ6iHMSWpZnB1JhblmVDfPKS6PA+OgBo2gkNRlURq6/Y2CZecQHZw1ZeF7XFGHaJfZaTtjkvqA/vcDjE9fW1m5rwdbSb5HF3xujxPb3KmNr4y6PnfEA+Zo7cibTdbvHRRx+lASZ31Pgw1RvbSJ2z692JrFyIufTs+p0TS6FvvnxNIqsTkH+74Ou2CUQPEzWVdJE1nZA7nZ+fN2L+lPS75eZevRayt/XaslUFoIpArtTH64dt8trpcSc13CuxT2zLIVyRnF0j+vvohEfB+YqW1IGHUi7H56HkJZ+ljbFP4C1zQzIL9ZsgutL1LZ/iUpudcDweJ3BrtVo1Uh6Ox+PkjQJgDwQjaXInL+mutkf1VfXAYULkrrHWZFi6ifKapu9g2R5g0gdc6uLi2iYuwN1GfLycr0tMUOKOZIMkqatRDGvbtXKGcOBRb7IJctvKoz5DYlhMzqCr9XSRcgfvmnJ7r2+qx3KMrSRBon5M7l/XNVarVYNzkTNRxyPHYJ80lq4tCBZ49MXkWOiYaGiRHQ/lXFxwCq7oNXIkjgmBOVuuOhV4vqldC4/3cLPplWbiGDjfzp7U4HzUBXLsezKZJN88b3dcLBa4urrqnVCIDrJeHBoXe1vqQJtsqGsnzf1OzkP9ledTqCiGWPrfAAAa80lEQVRjEyf1hb65aKhXeRyQE9vqzuo9YhFfNTUckjTJ/m9j7ihlWM6VSxtpy9NrdV3vpUJkX4LECnrvsg/pHNJ3spPojpfzUcZWtx5gPwWeOs4yFbgCGLpjXV1d9eamnMjUo8pdTkr9vS14kgeWaP1eDkiL0JIjWdKsz7e3t3vRC3oCkabW7yKmBPTaR7Jgij1LwTtHg2NGLliWZYrkJsdRTqPRHxr5QfBMObtGMgDNpEfAw2Icj8fJ1XCz2TTSDQIP8+Lq6qqRH5Sk43rIWJLIVfUdqSTXNgePYvEBaBzEqAiezSpNyJ40Ho+Tn2AIIYlU2ukuUELrjTHupXqwIooV7awZwHuO4qGKP8pd2CeN4GD/aDLxwBDqXURt2yhnXlCyRm3ep2Nin63rOk1sLhiCJfR7tREdNppDU0XWdZ2e08gD9cFV4kGeOi4qqrMubhLMjaNmJb3vEK7X5rzQRUchdvYxNVi2ru0mSkmx0IpFXmp0oN1TxDPuK3n2Qwth6z2ezsD7uZtrOyj+EOCgt47WQecC4FFn8fo0nU73RC5NPaiAiIb/cDOzCau6SPutHMy2NUfUJTn2doKr2Yjv25NK2Devvq5wI4/acqhaE4e+p6MGXIBu7sTJSfGN4g0HhLv6fD5PYo3GnmkWL5L1jAeayYuUo1kl3HrM8JncPW2gEjm9cjdyB+q0zM05nU7TPXbBclOy9egZGJaL20NMhsNhEuFijFgul3tSBPAwds+ePUsbg0aYaDpDtkezTCtXUHNCCAHz+byhzwJIMXbckPRd5vpsxx9oAmO23x6nYlQDx0znYBtg1ttwz4Z/nJ9woMMrIwC835g+ok+Zs9mstQ46+p6cnMR33nkn5WDR+7y4wkM+QTzo6ejdJ4JA26kO3ryuDuNh5xTdNw5Q7xsMBinCQX8bDAaNcbZjUFVVPDk5iVVVNRyq2Y7ZbNbq1M5cPHqN7dDnDk1/sVgs3N/aUpJo/eyvjrt+5vP5Xlm5ef+xL7zd7tPqqW+DQM/OzvYm8OnpaRoUAPHZs2e9k+DYycxJpQM9HA73FjUndTDe+bzH1u95/WvSIO+Z3FgEiaJglMVgMNiLHNB62jYkjZjoM162/FxoExecRmPUdZ1ytbQtFFsnn297ruvjPTscDlvLDLtICranrutsIiwvIDvLdI5F5/N0tRxZOFmhdwZ1kpgTxBpiD02T5xHRVzU6e2VT56SI1KfenCnAUl9TA0GZLjCBfaJbnhXV+7arqw6+L48Iol1eXjZ01dcRlUDiyUnqkpgzY1jTTlvOGI+OXuejYVeN5zkDreYCoS1oMBhgOp0m26A673KQdLC8AW77bn+jDyDbTducVzbz/duogzZqe7EWtfRStFui+x3QHsnOfnHhjUajFLXPdhGuZxRClyuW6t9qBvCeq6oK0+kUy+Vyb6PI+VweEmVOVzDqoGroz4E2ABpmBDUFab4bm1mhy+3vaDgf/+9yJp5MJlitVukgDe/+XJyYkj3swpaTK7euaze1O9B8EZ77kia0fUpMmjohs5y29uboEO5FlNZyVyKtfdytlHLt5KIcjUZYLpfpkBKNJvGes6jzUzmzOgrYRd42tvzN48o8QTfH+T52fS/GSA+XXnrOfD7fA1s0nQIV4el02hmlPp/P43w+zyrtns5mc4j2eU4/+lwuDQTvoZ7ZVlcwSaVy99kxfkqaBgWhuj5t7zTXTu2LHU+2t08SKJZTmHQObW3U/7uAIK8fBPpYrz5z9IBLn0/u5XBi8P/JZBLff//9znQDbSBP1wLhb4cgkzpxLHDSdv8hdfSZaCGEXugeJxjHqM94efV5Wbj1vbEtbJd3nx2Dvu3ouyHl/u8axz7v6OgBF3uNIpbavXIGzqqqlMVjOBxiPB5ngzEPBVteBzjT5t3/purNAQieaMa6VHTOjbelLpGXZesZFzlxlZEabOdyuXSBuEPES3U8YFusId9rR5vqQrtj7vg5paMGXDxlnaEglMHVoMz7+ZcxeZq3hb58Hh164IY1DJOojNu0dx4AQP2ytwHWaae6tbW5spFyyKpeo5GbdRFE4tj3Iasf6VFidBnjRqrOFB7gst1ucXNzg9VqlQ5JseNgnR68RLfWN5d1aj9zmQnYBzvPADQM7hYQovtj74iVY+V8ltS1h7teX87wOuBxbydUJVtj2NpoMpkkDv3UeoFX44r2WTVDqPlEI7tz/W4jmkFseBVhfuU6fEcaM0iQR08psvGao9Eo5czh+Pc1v7CfLJu0WCwaB2P27a9n0gLynO+bYvHRLYosnhnLFOmyML6HOpEYtWDTm1Nk1R2NqB7HKRfmpL58nt+nonZ9x5z+h2xjHxHQurrZseC10WiUUFs+40wat728Rnctjf63ZH0e9Xu9O7775uamEUXOOijOarm8j++KCye3uepG442FttO6rLUR37FXpu3LUYudXRRj3It6AJq+exqew8lFspHeFKsoxnl+iSTaDIfDYUq34AXj6s7piSOcKIdsdjppdYG0kRWjVATis+QKNlM3/R21Xq+9vLbZbFqj6HWhaHv4XaNXYoyNtsYYky5v66bYyXP+2qQafb9avpd4idQ3LQefs/fbvmSf7bohhDAKIfxmCOGLIYTfDSH857vr3xVC+I0QwldCCP9zCKHeXR/uvn9l9/t39u5JC3Hye1TtDlEkR6Mo0RZiQ07Fl9d27+3tbdIjVSRqM1azDq2ri2xZnFQ6eXWieVnA7OLbmXIadkZ6dTDMiX3RSWTj6DSWUqmqqiRq2TGMsRnoTC6hR1zrRkWJglnlqqrCYrHAs2fP0j10dFYnB0/fo75KhwEtX5Mb2br5jD0CW0m5qS5+jo0duxz14Xy3AP7dGOO/BeB7APzFEMIPAPgZAH8rxvhvAPgIwI/v7v9xAB/trv+t3X2tlGuoethvNhs8f/48XVeit4LuqPQq6VNnGzfSAExOXg2gzKWasKkLNHzFA0favDTU81/JA0Vs+gvqKioW5lzMLAfx6s0llZpMJo3FSz1Szzvg/VoGNwZbx9XVFQaDAWazWeM9rlarRjvpAGDbpIvLvl9yzxygdHd350a9k9SN0Lb7IDrQHjcB8M8A/DkAHwCodtd/EMAv7f7/JQA/uPu/2t0X2srta7OxHy/PP43sXangu7zh+0QqaBkhhDiZTFrLPST6oa+hV+svy7JhvwstZw7o+NjIhad+zs/PD07JTodw6zgxHo/jYrGI4/E4OdJXVZWiSNSpwvaxrd/eOHQ5MnTNFT1vw/s9N+/7nlJUhhC+AODrAH4ZD+cwvIgxckvSM/jS+Xy73y8APIOhEMJPhBB+K4TwW4eCPuQwGlQKIIkj9EtsAyh09/TgYU2ykzMz2N1VETKPPNFzPB43TsYhtbXdxvAxWxZhem2Tl0xqNBql8VEb2FMclpVjM48qdVylnHRDEc6OG5HP7XabUMzJZJLAHbbVZidjm9i3LnMJxVaK4J6+ZzNfe7/b2Mo+1GvxxYejwL4HD8d9fT+Af/OgWvwyG0eE9bWNAEjyuCrr1H/G43FS6rvkbk2WZAduu90mMcJ7gUS6bLv7LhqSTibVXXLlqO5Goq7rweGaFIpEEZQLjt+fgnyrqKXvQ22j3jjZ59UWx0VAOx8X88uXLzsdyFkm9Us6vFO8bVtcVA9yxEzcXdQXsDkI7YwxvgDwK3gQM09DCJwtegZfOp9v9/sJgF4J99no3IviS7EchIO2Wq1wcXGRzonzJpMadmmcbVv4BCdy3NFLS5EjT6/TXbvLbjeZTPZ2eUUpc2QBAba7yyDcN1rA2+TUREC7nGfQ1kgQLhSCQHSg529qsG9rmwV62FeNYtC2exud5wDAPKKcX3xeNxn2pQ/1QTvfDSGc7v4fA/gcHs5l/xUAf3l3248B+Pnd/7+w+47d7/9P7LGl8payLN2BpWhFs4NpIwA0slg9e/bMFSMIfDA6gaE+Xn1Ac0C7xAoNlfHIU8hzGcxI/1971xIi2VWGv7+ruqoz1VU1PY6EIQadkWyyEB1CyCJkqWY2o7uszEJwo6ALF5GAZKugC0EExUAUMSAqzkbwgeDKxNdkkigxowZ0yCSSmamRmqnpbue4qPvd/uqvc+691d31CH0/KLr63lv3P+/zn//pXaNiTanBpjqdTvKdnn5ZnajLK+IgvLUJMJkHQYM7xSaf7mQU0ZOVVIW7suVV/BJ9O3Ei++uq+tDyx+K7cBHZ3t7OM2ixbNRZMhIbk/UUcl8VhCwfAvBnjPPwvQLgy9n1MwBeBHAZwI8AtLPrG9n/l7P7ZyrQmAg3gMRBuuxjYvh7kNAOs35iluz8UIgRM9yll3dVA992ux263W4yDTMP/Yuse6ofYn1XZrzMa+12O8+peM8995SGbij6tFqtPPxHrJ96vd6EAT6FT4fRBhzPSUHjfvj8w0YV8zIFA+bGhBvNZhMnT57E7du3MRgMKr0vFZUqZqmSgpnlUcK0TanjU10fv3PHUPOm2HMAJlQdtM7xfae+ZbPar+633jFwN+Q5Vh1PWa5YcGLeZ9Qx7phkrXmunWXMcnfiLh/7LTmk/daZAp6YHSqAd5+FC/l+AFNK1JhUUQ/r169fn7COL4IP28ffpAZwig1LHdbVkNdf4wCN3dPvZINoD0n2U9uF+kj/DtLRZxuNRlJwEbOJJBsZA/tJhSo8X1Hf1u/3c1ZYPeL92YjlpsCEoe4bjQZ6vd7ExKtq9E1ZAKMdxECPk9Q5suyMqZZBRJHRRv7e0icWBG9hASBfOf2ZgkFyFX7gq+SP0kCP48ePT/0uZkFvNk7cwRWUjUwLF9o4+sHhO8BnCSrqUC0vV+SNjY2pw70aBtMwWj0fYslCvCLe198LR5g3L+U54Y4Q0TalkEfDPOp50fcpvQYGgwFCCFMcRdWdXdvR57XQ6yyb5rbQOpbl7VADcKBa1uCVmXzeRo+dGbPdK2Ind3Z2sLGxgcFgkDdYzOWEzwKTcUU01APtOpmxx7MsGgeEOxLF2jEWp0ouBy5AMaGJZgiiAKPT6eRW9xwkOtH2e6yIcQ4+VinbVOkrzCz3ENCgQ2S51bpF+9TMcl3k7u4uRqPRVFkq7SwZDUVq96NqKqZz5DgkUou53quk8ysThiziA3cArxKqoN1u5wdlH1qAh/XUb3n47nQ6YW2cnmwiJJ0XZlAw4t/TbDajHuExYYh6hOszvq4UKFQVNuk7U5Yv/Fs1BIQvt75X21rf7ftGy3T8+PFo3fXDsB/q9a6CEF92k9CJWj8N87G5uRl6vV6p1Y0X4phZ6Pf7+xa8+PG48gIX+mSxPFUNkcm6UBdHQYTPfhM7j+mhn2cX9R2T8k2chagOUaPdqvBlSe2AswZYIhsb86xmG8U8wg9SxrLflaGqd3+r1cL6+jqGw2G+4/ryeM6F746dYenFDux5rcwahIvZpPi7orqvtMDFzPJsPKw0oWwD2Sxu+WpmRpaBuqV2u12q9FQ9F1kL9eomeE+9vml9cezYsagVu/cUoKDGd1CsbH7ApM6Geh6m/pNpwHx7qZBHQ/l5ulqmRhaevsrEI+vp4ZXV2p/aX7zO9up0OrmOcGdnJ/c9pBDHl99LqzVbkRrHs130HBxb5MqkqqPRaIq9V+n1obgULQLkt8vEvWx4KtI5SLWRaFLkz48Klf75SaOJTWLnBQ5ElsU7pPLdGvrCC2pmhW8TnztAocIUlhHYyzvA95W1M7DXllUQsx4BMKWs9u1NGuQuKHgZDod5shYaWChUCFUE0ldpdJU89ixPyrWI5eE44UKuVkNl5o0rw3ZWeY5CgO3t7VK29CC6Kh/TswoOqhtTqOS0jI1SNuwwwmVURay+VeJbAmOWTQVYLPfGxgaazeZEOA4uZKp2Wltbyxc92vLeunUrV7+Uset6xImNI46zWMTuFEhX6TPiwkqzncBkliLNRERwNUlNPG9KRqWs3o8hxn6lUkepqN/T1pRYVVCkZqCkVP3guBh4PSMV0ix3DFWs+8vKFLvv65pSYFNySfi2YrlHo9FEQGJVqvMzGo0mUlWT/fMifq+SUShnEENVRT4XPhq7+3qmgisTKzP5yBaQH1clcqvVyjOdqs2gsob8PQeZ6tliXtbELLsVw94pVOQOYIpNSQ36IroU+vioYGaG27dvTyi0GbW7CFXZxyIvDl9m6hR5tk2dcdTFS8vDe7GyEupqpey0epzQ+oXv0nen7IR9OgEPHhmUtfTPajQDWkiNRqOoF0kKKzH5dAVVVkBzLDBBIycfVzu/+nKV1/OOxtaviirKaoY60Hf71a4q66pKZgqLdCdTyZsKF7SeqcHENlEdYSosBLDnIV/0Pj7HSeHN38iFePadPpcpo2Olub29PfF7xsHp9Xp5+Y8dOzaR11CFbBSMxUCrlxR8e3PB1/JxHMaCZVWagMvW8VHPl/p4b3HVOXW73annaVR84sSJfelo+Kni2e11YOvr61NRsul9fZCypD7ee7pMN1iUj5D1qZKiTA23aQCf0oX6PgTS6crMRdJOtVvDpeGKRTQool/2sUhk9JSxeixno382Ne5XYucrgvcW150nFmeDz9+4caPS+5WV1TNjkQkW4Y27yffzvV63piqAspWR7JaqMbz0LYQwFWE69h7u4MPhsPBcR4mdstZc6XmNu5HnBrwzsJbbu22psMVnXCLnQO6F7aQqFD4L7OWsJ022v6o4qnA93EH5bv+bmF6Rlk/0hmf5dnd382NSEd410k71POCg5sDXxmdDVDnL9Xo93Lx5s1IZqd9LSb84UajvIavSaDQmUnOptX6RZHJtbS3Ph87/vR8b2S2GVYxNQJ5XZmG7KclsNBrY2trCtWvXpgwPyurAgch+UjazaFFLeZjwnvfa8Mr1IlCKnJJwzpo1KgUuruIhv9pBc32BPWL2krEG63a76Ha7uHr16kwxNSg44eQoGiDa4UUqBr6PE1Pdg7wnBSet1p/SvlnAQV9UflVJ+DakAIEeFKkyFNWb93TnLhvYRWoSqgbU0basHCn7Wv98bPJyLJBm1UmZmsArrWrwO0QMsQHgr3Hlf+edd6JsTRF9ZTXKBryKon3H+5CB/nmV5hIUDvjFgmxXFWsJguxyKo8EgCkDBGWPGKri7t276Pf7ybaIJRclHZVEziK21+8M1aCTn4br2qeUXPp3ebp8Vyz0ofYNr5EFj00mjtcUa1lV4LISk0+VySnEVjFvf8kQ6Hfu3MH6+nquKFVQ0gbsmXx1u92Js1GK5dEzQWpAaeAgH0eE4mmKsVWEXTTI9xNVjL+hpQgQt/IHJq1EhsNhzvYVeY/QU0TrGhuo6q/YaDSSFik0ByMXwFANlCbv7u7mvn36DlVJkQadWxWpgFfal1VVBFRTeOsq7ctKC84qsZ1lZSHbkbpH1m1rawvXr18HEM/0451ZaZdIw2TuBmQV+/0+bt68WdlVhLtAjB3ie8kW6flGz22dTqdUHJ5qH4Y1LDqfAnsTXtvE3/P9on2g91KG3f4sGvs9J0u3251StGuZqMzm+ZMCLgqAuKDp7n9YVkcxxNhqlkPbZqXZTqCaZUhR2DhOIAolQggT0kulQ1rq+e0tI1QiqVmFyhTaqvzm8+r4ygndarXyoDuESi+Hw2HliccdXGkXLRLeEFzbRFdtlR4SqlTXSWlmSSPxWEhEsm4sb6PRwI0bN6JWIawbpcvNZhObm5sA9vR1bFe1gCIHlGqvg4L9pRNPjT7KsFI7HwUuqrBlxVJCCQA5/62SQdpnUlkaqydXJ+b/LnuuDEU7MzApRSyKJwIUdx5NynS3Sr1LhVg+NAYli2Tt/Dt4dokpkauc0wm6fs0qTWT5WAa2GwVWKlVWpbjWe1ahlVrUaDn0HlnYmGF/DCu/8+mk0nglhPpOqd6L547BYJCf32jQWiZe14O8nwwxwYlHs9mcSOJB1mtrayu/RjM39dhQFxrGR+GCEXNPUjDrrq9H7CzFs5OWj+j3+xNnoBiX4G1MeebV8pchZhkE7J0zmV9Py9ZoNNDtdrG5uTnVbjybc6dV9UOsTLG+Y59wV+z1ehMcD+vLMcCxyHMo2ya2YKmALGaWpliVne8/AIYY53VYBk4ukXZNf7n05037/SGE98ZurMTkAwAb52x46KjRrukf3b5fGbazRo2jhnry1aixJKzS5Pv2EaVd0z+ifb8yZ74aNY4aVmnnq1HjSGHpk8/MPm5mr5nZZTN7akE03zCzl83sopn9Ibt2wsx+aWavZ3+3yt4zA71nzextM3tFrkXp2RjfyNrjkpmdnRP9Z8zsStYGF83snNz7Ukb/NTP72AFp329mvzGzv5jZq2b2+ez6QupfQH8h9S9EFU/zeX0ANDBOMX0GQAvASwAeXADdNwCcdNe+CuCp7PtTAL5yiPQeA3AWwCtl9ACcA/BzAAbgEQAvzIn+MwC+GHn2wawf2gBOZ/3TOADtUwDOZt+7AP6W0VhI/QvoL6T+RZ9l73wPA7gcQvhHCGEbwPMAzi+pLOcBPJd9fw7AJw7rxSGE3wK4VpHeeQDfC2P8DuMMwKfmQD+F8wCeDyHcCSH8E+M8iw8fgPabIYQ/Zd//i3Fi1fuwoPoX0E/hUOtfhGVPvvsA/Ev+/zeKG+awEAD8wsz+aGafya7dG0J4M/t+FcC9cy5Dit4i2+RzGWv3rLDZc6NvZh8A8BEAL2AJ9Xf0gQXX32PZk29ZeDSEcBbA4wA+a2aP6c0w5j8WJgZeNL0M3wLwQQAfBvAmgK/Nk5iZbQL4MYAvhBAmYncsov4R+gutfwzLnnxXANwv/78vuzZXhBCuZH/fBvBTjNmKt8jeZH/fnnMxUvQW0iYhhLdCCP8LIdwF8B3ssVaHTt/M1jEe+D8IIfwku7yw+sfoL7L+KSx78v0ewANmdtrMWgCeAHBhngTNrGNmXX4H8FGMc81fAPBk9tiTAH42z3IU0LsA4FOZ1O8RAANhzw4N7hz1SYzbgPSfMLO2mZ0G8ACAFw9AxwB8F8BfQwhfl1sLqX+K/qLqX4h5SHFmlEadw1gC9XcATy+A3hmMpVkvAXiVNAG8B8CvAbwO4FcAThwizR9izNrsYHyG+HSKHsZSvm9m7fEygIfmRP/72fsvYTzgTsnzT2f0XwPw+AFpP4oxS3kJwMXsc25R9S+gv5D6F31qC5caNZaEZbOdNWocWdSTr0aNJaGefDVqLAn15KtRY0moJ1+NGktCPflq1FgS6slXo8aSUE++GjWWhP8DzZWS6HEe5u4AAAAASUVORK5CYII=\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "test_image = io.imread(files[0])\n", + "plt.imshow(test_image[210::], cmap = cm.gray)\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now that we know where we want to crop the images, we can do so automatically for all of the images in the folder" + ] + }, + { + "cell_type": "code", + "execution_count": 156, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 156, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# the following line creates an empty list that we will populate with the images as we import and crop them. \n", + "#That is, ROI is a list of matrices, each one representing an image.\n", + "ROIs = []\n", + "\n", + "# the following for-loop imports the images\n", + "for image in files:\n", + " ROIs.append(io.imread(image)[210::])\n", + "\n", + "# to make sure we are doing things correctly, lets see what the 17th image in the list is\n", + "plt.imshow(ROIs[16], cmap=cm.gray)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Looks good. Okay, now that we have all of the images imported, we want to run a blob finding algorithm that finds the position of the blob in each of the images. However, there are \"specles\" in the background, so make sure that your blob finding parameters are set correctly." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Exercise 12: Particle Tracking\n", + "\n", + "\n", + "The goal is for you to use the examples we have provided above to write your own code to systematically find the particles in the ROI list. A general outline of the code is provided below, but if you need further help feel free to ask. \n", + "\n", + "general outline:\n", + "1. choose one of the images in the ROI list to test your parameters on\n", + "2. apply one of the blob finding techniques to the image (take a look at earlier examples if needed)\n", + "3. make a for-loop that applies this technique to all of the images in ROI and collects all of the outputs needed" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "metadata": {}, + "outputs": [], + "source": [ + "#student solution goes here" + ] + }, + { + "cell_type": "code", + "execution_count": 157, + "metadata": {}, + "outputs": [], + "source": [ + "#instructor solution\n", + "\n", + "particles = []\n", + "\n", + "for image in ROIs:\n", + " blob = blob_log(image, min_sigma = 5, max_sigma=10, num_sigma=2, threshold=.1)\n", + " particles.append(blob)\n", + " \n", + "#print(particles)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We should now have a list of particle locations and sizes. Note that the size information is not important to this application, so we can get rid of it. In general, we find it easier to work with big complicated lists using numpy, so first we will convert the list into a numpy array, and then clean it up." + ] + }, + { + "cell_type": "code", + "execution_count": 158, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[[223. 211. 5.]\n", + " [217. 210. 5.]\n", + " [187. 206. 5.]\n", + " [174. 203. 5.]\n", + " [222. 211. 5.]\n", + " [123. 195. 5.]\n", + " [136. 197. 5.]\n", + " [215. 210. 5.]\n", + " [164. 202. 5.]\n", + " [198. 207. 5.]\n", + " [207. 208. 5.]\n", + " [150. 200. 5.]\n", + " [200. 208. 5.]\n", + " [229. 212. 5.]\n", + " [226. 212. 5.]\n", + " [209. 209. 5.]\n", + " [229. 212. 5.]\n", + " [189. 206. 5.]\n", + " [176. 204. 5.]\n", + " [227. 212. 5.]]\n" + ] + } + ], + "source": [ + "#the following line converts the list into a numpy array\n", + "particles = np.array(particles)\n", + "#the following line cleans up array to make it look nicer\n", + "particles = particles[::,0]\n", + "#this shows us what they array looks like.\n", + "print(particles)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Data Analysis\n", + "\n", + "Great, using a ROI made this computation faster, and it made sure that the particle was easy to find. Unfortunately it also introduced a small offset error in the verticle position of the particle. This can be seen by taking a look at the picture below:\n", + "\n", + "![alt text](https://imgur.com/aI3a3Ve.gif)\n", + "\n", + "To correct for this error we simply have to add an offset to the y position of the particle list." + ] + }, + { + "cell_type": "code", + "execution_count": 159, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[[433. 211. 5.]\n", + " [427. 210. 5.]\n", + " [397. 206. 5.]\n", + " [384. 203. 5.]\n", + " [432. 211. 5.]\n", + " [333. 195. 5.]\n", + " [346. 197. 5.]\n", + " [425. 210. 5.]\n", + " [374. 202. 5.]\n", + " [408. 207. 5.]\n", + " [417. 208. 5.]\n", + " [360. 200. 5.]\n", + " [410. 208. 5.]\n", + " [439. 212. 5.]\n", + " [436. 212. 5.]\n", + " [419. 209. 5.]\n", + " [439. 212. 5.]\n", + " [399. 206. 5.]\n", + " [386. 204. 5.]\n", + " [437. 212. 5.]]\n" + ] + } + ], + "source": [ + "for n, blob in enumerate(particles):\n", + " particles[n] = np.add(blob, [210,0,0])\n", + "print(particles)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The final step is to turn these pixel locations into measurements of distance between the particle and the center of the rod. To do this, we will use the usual distance formula:\n", + "\n", + "![alt text](https://i.imgur.com/xsRJGbR.png)\n", + "\n", + "where (y_2, x_2) is the location of the center of the rod and (y_1, y_2) is the location of the particle. From previous measurements, the experimenters know that the center of the rod is approximately at \n", + "\n", + "y_2 = 83\n", + "\n", + "x_2 = 137\n", + "\n", + "so we can change all of the particle *location* data to particle *distance* data as follows:" + ] + }, + { + "cell_type": "code", + "execution_count": 160, + "metadata": {}, + "outputs": [], + "source": [ + "distances = []\n", + "for particle in particles:\n", + " distance = np.sqrt((83 - particle[0])**2 + (137-particle[1])**2)\n", + " distances.append(distance)\n", + " \n", + "distances = np.array(distances)\n", + "#print(distances)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Great, so now we have the the distances of the particles from the center of the rod for each movie. The experimenters also know two important pieces of information. \n", + "\n", + "1. the camera was taking 2360 pictures per second (FPS), so the time between each image is 1/2360 seconds. \n", + "2. the distance between each pixel 5.9 micron = .0059 millimeters (mm)\n", + "\n", + "we can use this information to make a plot of the particle's distance as a function of time with proper units." + ] + }, + { + "cell_type": "code", + "execution_count": 161, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0, 0.5, 'distance(mm)')" + ] + }, + "execution_count": 161, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "time = np.linspace(0,len(distances)/2360, len(distances) )\n", + "distances = distances*.0059\n", + "plt.plot(time,distances)\n", + "plt.xlabel('time(s)')\n", + "plt.ylabel('distance(mm)')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Congratulations!\n", + "\n", + "You just did particle tracking. Now we'll quickly demonstrate how to find the velocity of the particle.\n", + "\n", + "Recall that the definition of velocity is simply distance/time. Since we know that the time between pictures is 1/2360 seconds, all we have to do is calculate the distance the particle moved between each frame." + ] + }, + { + "cell_type": "code", + "execution_count": 162, + "metadata": {}, + "outputs": [], + "source": [ + "velocities = []\n", + "for n in range(len(distances)):\n", + " if n < (len(distances)-1):\n", + " velocity = (distances[n+1] - distances[n])*2360\n", + " velocities.append(velocity)\n", + "#print(velocities)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Sometime is it useful/interesting to see the velocity data in a \"phase diagram\", which is just a plot of the position vs the velocity:" + ] + }, + { + "cell_type": "code", + "execution_count": 163, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0, 0.5, 'velocity(mm/s)')" + ] + }, + "execution_count": 163, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.scatter(distances[:-1:],velocities, )\n", + "plt.xlabel('distance(mm)')\n", + "plt.ylabel('velocity(mm/s)')" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "s205adVKfBjv" + }, + "source": [ + "# Bonus Material" + ] + }, + { + "cell_type": "code", + "execution_count": 52, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 282 + }, + "colab_type": "code", + "id": "coXZ3H6LMBqu", + "outputId": "ab673c3b-5526-4a50-8227-89b7de134575" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 52, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# to achieve a better resolution we need more points. \n", + "# Let's use some lines \n", + "\n", + "number_of_points = 100\n", + "x_min,x_max = 5,9\n", + "y_min,y_max = 3,5\n", + "\n", + "plt.vlines(x_min,y_min,y_max,color='r')\n", + "plt.vlines(x_max,y_min,y_max,color='b')\n", + "plt.hlines(y_min,x_min,x_max,color='g')\n", + "plt.hlines(y_max,x_min,x_max,color='k')" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "3iG_WdZuNWcM" + }, + "source": [ + "Perfect! \n", + "But how do we fill the inside in a more effective way? We do not want to specify point by point or line by line.\n", + "Let's use a matrix! But let's start slow" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 136 + }, + "colab_type": "code", + "id": "7DVJjQz5s5Wb", + "outputId": "2d2f6e85-ecf0-401f-ddbc-6513280ea6f1" + }, + "outputs": [], + "source": [ + "# number of points in each dimention \n", + "# nx: dimention in x axis, ny: dimention in y axis\n", + "nx, ny = (2, 2)\n", + "\n", + "x = np.linspace(0, 1, nx)\n", + "print('array x: ',x)\n", + "y = np.linspace(4, 5, ny)\n", + "print('array y: ',y)\n", + "xv, yv = np.meshgrid(x, y)\n", + "print('Can you describe what np.meshgrid does?')\n", + "# it gives a vector coordinate for each point in the x and y axis \n", + "print(xv)\n", + "print(yv)\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 282 + }, + "colab_type": "code", + "id": "dG_1ubMQK3YQ", + "outputId": "9852e6c2-b04b-482d-e139-69c8b1345435" + }, + "outputs": [], + "source": [ + "# for dots and lines\n", + "\n", + "# in this case each point represents a pixel!\n", + "plt.scatter(5,3,c='r')\n", + "plt.scatter(7,3,c='b')\n", + "plt.scatter(9,3,c='g')\n", + "plt.scatter(5,4,c='r')\n", + "plt.scatter(9,4,c='g')\n", + "plt.scatter(5,5,c='r')\n", + "plt.scatter(7,5,c='b')\n", + "plt.scatter(9,5,c='g')\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 286 + }, + "colab_type": "code", + "id": "bknv5bflU8A_", + "outputId": "3f289337-ed91-447e-837d-1aa9eb0987b5" + }, + "outputs": [], + "source": [ + "# we do not have to specify a color for each point.\n", + "# we can use an array that points to a specific color in a colormap\n", + "\n", + "#cm for colormap\n", + "cm = plt.cm.get_cmap('RdYlBu')\n", + "xy = np.arange(20)\n", + "z = xy\n", + "print('color array:',z)\n", + "# the color is an array! that takes a color from cmap\n", + "sc = plt.scatter(xy, xy, c=z, vmin=0, vmax=20, s=35, cmap=cm)\n", + "plt.colorbar(sc)\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 1000 + }, + "colab_type": "code", + "id": "X6lv5QcKV3sE", + "outputId": "5d32069d-33a3-4816-bab7-50520604754e" + }, + "outputs": [], + "source": [ + "# let's crop some images and average/median them\n", + "images = [] \n", + "l = 50\n", + "# Selecting some regions in the image\n", + "for i in range(5):\n", + " images.append(insect[0+i*l:50+i*l,0+i*l:50+i*l])\n", + "\n", + "images = np.asarray(images)\n", + "# we need to specify the 'axis' to let the function know which dimention to operate; do we want to operate the lines, the rows or the entire images? \n", + "image_median = np.median(images,axis=0) \n", + "image_average = np.average(images,axis=0)\n", + "for image in images:\n", + " plt.figure()\n", + " plt.imshow(image)\n", + " plt.title('Image #%d'%i)\n", + "plt.figure()\n", + "plt.imshow(image_median)\n", + "plt.title('Median')\n", + "plt.figure()\n", + "plt.imshow(image_average)\n", + "plt.title('Averaged')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 136 + }, + "colab_type": "code", + "id": "SNobSNCWUOvm", + "outputId": "b8aa9ed1-7008-4af6-fad4-7325613e1711" + }, + "outputs": [], + "source": [ + "insect[0:50,0:50]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": {}, + "colab_type": "code", + "id": "lMFiA_-kWMPi" + }, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "R-Zy3DjC_aLS" + }, + "source": [ + "# Contours" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 486 + }, + "colab_type": "code", + "id": "4mbikrYoNKuj", + "outputId": "cbfd146c-359d-4169-dfc8-46adb22cb14a", + "scrolled": false + }, + "outputs": [], + "source": [ + "# There are functions that can fill the spaces for us!\n", + "\n", + "number_of_points=100\n", + "# creating an array to achieve a better resolution\n", + "x = np.linspace(-5,5,number_of_points)\n", + "y = np.linspace(-5,5,number_of_points)\n", + "xx, yy = np.meshgrid(x, y, sparse=True)\n", + "z = np.sin(xx**2 + yy**2) / (xx**2 + yy**2)\n", + "\n", + "h = plt.contourf(x,y,z)\n", + "plt.show()\n", + "\n", + "print('The information needed to construct an image is in z:',z)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "colab_type": "text", + "id": "YmKi6Io8GkCK" + }, + "source": [ + "Basically, all the information of an image is contained in the 'z' array. Each row is a horizontal line and each value within these vectors is spatially linked to the vertical axis and its value is the color. " + ] + } + ], + "metadata": { + "colab": { + "collapsed_sections": [ + "R-Zy3DjC_aLS", + "s205adVKfBjv" + ], + "name": "Lecture_4.ipynb", + "provenance": [] + }, + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.6.7" + } + }, + "nbformat": 4, + "nbformat_minor": 1 +} diff --git a/old_website/PAARC/PC - 368.8V000.gif b/old_website/PAARC/PC - 368.8V000.gif new file mode 100644 index 0000000..996e456 Binary files /dev/null and b/old_website/PAARC/PC - 368.8V000.gif differ diff --git a/old_website/PAARC/PC - 368.8V001.gif b/old_website/PAARC/PC - 368.8V001.gif new file mode 100644 index 0000000..25217c8 Binary files /dev/null and b/old_website/PAARC/PC - 368.8V001.gif differ diff --git a/old_website/PAARC/PC - 368.8V002.gif b/old_website/PAARC/PC - 368.8V002.gif new file mode 100644 index 0000000..ce58022 Binary files /dev/null and b/old_website/PAARC/PC - 368.8V002.gif differ diff --git a/old_website/PAARC/PC - 368.8V003.gif b/old_website/PAARC/PC - 368.8V003.gif new file mode 100644 index 0000000..4dc4543 Binary files /dev/null and b/old_website/PAARC/PC - 368.8V003.gif differ diff --git a/old_website/PAARC/PC - 368.8V004.gif b/old_website/PAARC/PC - 368.8V004.gif new file mode 100644 index 0000000..a701765 Binary files /dev/null and b/old_website/PAARC/PC - 368.8V004.gif differ diff --git a/old_website/PAARC/PC - 368.8V005.gif b/old_website/PAARC/PC - 368.8V005.gif new file mode 100644 index 0000000..00b3b04 Binary files /dev/null and b/old_website/PAARC/PC - 368.8V005.gif differ diff --git a/old_website/PAARC/PC - 368.8V006.gif b/old_website/PAARC/PC - 368.8V006.gif new file mode 100644 index 0000000..610e655 Binary files /dev/null and b/old_website/PAARC/PC - 368.8V006.gif differ diff --git a/old_website/PAARC/PC - 368.8V007.gif b/old_website/PAARC/PC - 368.8V007.gif new file mode 100644 index 0000000..2a564d4 Binary files /dev/null and b/old_website/PAARC/PC - 368.8V007.gif differ diff --git a/old_website/PAARC/PC - 368.8V008.gif b/old_website/PAARC/PC - 368.8V008.gif new file mode 100644 index 0000000..896e745 Binary files /dev/null and b/old_website/PAARC/PC - 368.8V008.gif differ diff --git a/old_website/PAARC/PC - 368.8V009.gif b/old_website/PAARC/PC - 368.8V009.gif new file mode 100644 index 0000000..cd2d8b3 Binary files /dev/null and b/old_website/PAARC/PC - 368.8V009.gif differ diff --git a/old_website/PAARC/PC - 368.8V010.gif b/old_website/PAARC/PC - 368.8V010.gif new file mode 100644 index 0000000..57d59e1 Binary files /dev/null and b/old_website/PAARC/PC - 368.8V010.gif differ diff --git a/old_website/PAARC/PC - 368.8V011.gif b/old_website/PAARC/PC - 368.8V011.gif new file mode 100644 index 0000000..bb3f4b9 Binary files /dev/null and b/old_website/PAARC/PC - 368.8V011.gif differ diff --git a/old_website/PAARC/PC - 368.8V012.gif b/old_website/PAARC/PC - 368.8V012.gif new file mode 100644 index 0000000..c1270be Binary files /dev/null and b/old_website/PAARC/PC - 368.8V012.gif differ diff --git a/old_website/PAARC/PC - 368.8V013.gif b/old_website/PAARC/PC - 368.8V013.gif new file mode 100644 index 0000000..0e259c7 Binary files /dev/null and b/old_website/PAARC/PC - 368.8V013.gif differ diff --git a/old_website/PAARC/PC - 368.8V014.gif b/old_website/PAARC/PC - 368.8V014.gif new file mode 100644 index 0000000..58bd65d Binary files /dev/null and b/old_website/PAARC/PC - 368.8V014.gif differ diff --git a/old_website/PAARC/PC - 368.8V015.gif b/old_website/PAARC/PC - 368.8V015.gif new file mode 100644 index 0000000..464e028 Binary files /dev/null and b/old_website/PAARC/PC - 368.8V015.gif differ diff --git a/old_website/PAARC/PC - 368.8V016.gif b/old_website/PAARC/PC - 368.8V016.gif new file mode 100644 index 0000000..16a3083 Binary files /dev/null and b/old_website/PAARC/PC - 368.8V016.gif differ diff --git a/old_website/PAARC/PC - 368.8V017.gif b/old_website/PAARC/PC - 368.8V017.gif new file mode 100644 index 0000000..fe4f677 Binary files /dev/null and b/old_website/PAARC/PC - 368.8V017.gif differ diff --git a/old_website/PAARC/PC - 368.8V018.gif b/old_website/PAARC/PC - 368.8V018.gif new file mode 100644 index 0000000..72b29dd Binary files /dev/null and b/old_website/PAARC/PC - 368.8V018.gif differ diff --git a/old_website/PAARC/PC - 368.8V019.gif b/old_website/PAARC/PC - 368.8V019.gif new file mode 100644 index 0000000..045ffa5 Binary files /dev/null and b/old_website/PAARC/PC - 368.8V019.gif differ diff --git a/old_website/PAARC/RSCG1.fits b/old_website/PAARC/RSCG1.fits new file mode 100644 index 0000000..f72d1ba --- /dev/null +++ b/old_website/PAARC/RSCG1.fits @@ -0,0 +1,179 @@ +SIMPLE = T / Fits standard BITPIX = 16 / Bits per pixel NAXIS = 2 / Number of axes NAXIS1 = 177 / Axis length NAXIS2 = 177 / Axis length IRAF-TLM= '07:44:42 (27/04/2005)' / Time of last modification OBJECT = 'VV 166 ' / Name of the object observed EXTEND = T / DATE = '2005-04-27T16:14:24'/Date of FITS file creation ORIGIN = 'CASB -- STScI ' /Origin of FITS image PLTLABEL= 'E1257.0 ' /Observatory plate label PLATEID = '0CRH ' /GSSS Plate ID REGION = 'XE292 ' /GSSS Region Name DATE-OBS= '31/10/54 ' /UT date of Observation UT = '04:11:00.00 ' /UT time of observation EPOCH = 1.9548305664063E+03 /Epoch of plate PLTRAH = 0 /Plate center RA PLTRAM = 7 / PLTRAS = 2.7505780000000E+01 / PLTDECSN= '+ ' /Plate center Dec PLTDECD = 30 / PLTDECM = 48 / PLTDECS = 2.5821530000000E+01 / EQUINOX = 2.0000000000000E+03 /Julian Reference frame equinox EXPOSURE= 5.0000000000000E+01 /Exposure time minutes BANDPASS= 8 /GSSS Bandpass code PLTGRADE= 0 /Plate grade PLTSCALE= 6.7200000000000E+01 /Plate Scale arcsec per mm SITELAT = '+33:24:24.00 ' /Latitude of Observatory SITELONG= '-116:51:48.00 ' /Longitude of Observatory TELESCOP= 'Palomar 48-inch Schmidt'/Telescope where plate taken CNPIX1 = 1714 /X corner (pixels) CNPIX2 = 5391 /Y corner SCANIMG = 'XE292_0CRH_00_03.PIM'/Name of original scan SCANNUM = 0 /Identifies scan of the plate DCHOPPED= T /Image repaired for chopping effects DSHEARED= F /Image repaired for shearing effects DSCNDNUM= 3 /Identifies descendant of plate scan image XPIXELSZ= 2.5284450000000E+01 /X pixel size microns YPIXELSZ= 2.5284450000000E+01 /Y pixel size microns PPO1 = 0.0000000000000E+00 /Orientation Coefficients PPO2 = 0.0000000000000E+00 / PPO3 = 1.7747471555000E+05 / PPO4 = 0.0000000000000E+00 / PPO5 = 0.0000000000000E+00 / PPO6 = 1.7747471555000E+05 / AMDX1 = 6.7244330000000E+01 /Plate solution x coefficients AMDX2 = 1.9375550000000E-01 / AMDX3 = -3.2437660000000E+02 / AMDX4 = -2.4454890000000E-05 / AMDX5 = 1.0244440000000E-05 / AMDX6 = 0.0000000000000E+00 / AMDX7 = 0.0000000000000E+00 / AMDX8 = 0.0000000000000E+00 / AMDX9 = 0.0000000000000E+00 / AMDX10 = 0.0000000000000E+00 / AMDX11 = 0.0000000000000E+00 / AMDX12 = 1.9418510000000E-06 / AMDX13 = 0.0000000000000E+00 / AMDX14 = 0.0000000000000E+00 / AMDX15 = 0.0000000000000E+00 / AMDX16 = 0.0000000000000E+00 / AMDX17 = 0.0000000000000E+00 / AMDX18 = 0.0000000000000E+00 / AMDX19 = 0.0000000000000E+00 / AMDX20 = 0.0000000000000E+00 / AMDY1 = 6.7256790000000E+01 /Plate solution y coefficients AMDY2 = -2.0389730000000E-01 / AMDY3 = 9.6289190000000E+01 / AMDY4 = -5.8855400000000E-06 / AMDY5 = -1.3457770000000E-05 / AMDY6 = 0.0000000000000E+00 / AMDY7 = 0.0000000000000E+00 / AMDY8 = 0.0000000000000E+00 / AMDY9 = 0.0000000000000E+00 / AMDY10 = 0.0000000000000E+00 / AMDY11 = 0.0000000000000E+00 / AMDY12 = 1.8987940000000E-06 / AMDY13 = 0.0000000000000E+00 / AMDY14 = 0.0000000000000E+00 / AMDY15 = 0.0000000000000E+00 / AMDY16 = 0.0000000000000E+00 / AMDY17 = 0.0000000000000E+00 / AMDY18 = 0.0000000000000E+00 / AMDY19 = 0.0000000000000E+00 / AMDY20 = 0.0000000000000E+00 / Based on photographic data of the National Geographic Society -- Palomar Observatory Sky Survey (NGS-POSS) obtained using the Oschin Telescope on Palomar Mountain. The NGS-POSS was funded by a grant from the National Geographic Society to the California Institute of Technology. The plates were processed into the present compressed digital form with their permission. The Digitized Sky Survey was produced at the Space Telescope Science Institute under US Government grant NAG W-2166. Investigators using these scans are requested to include the above acknowledgements in any publications. Copyright (c) 1994, Association of Universities for Research in Astronomy, Inc. All rights reserved. DATAMAX = 15503. /Maximum data value DATAMIN = 2573. /Minimum data value OBJCTRA = '00 18 25.200 ' /Object Right Ascension (J2000) OBJCTDEC= '+30 04 13.80 ' /Object Declination (J2000) OBJCTX = 1802.27 /Object X on plate (pixels) OBJCTY = 5479.72 /Object Y on plate (pixels) END I     {  M M M M M M M M b   7^ ] ]  ` ` Y * * `   T T T 7 7 7 m m 7 7 ] ] . . .  ` 2 2 ] ] ] d . . "   P ! 3 i i i i i i i 99 o o A A A   M M M M T E {{{ Q Q     0 j j  j j j * * Y YY  T    ee 7 7   . YYY ` ` ` ] ]& ] ] .  ! !    T T T T 33 i i  q ; ; ; ;     A w w w  M M M M {E {{{ Q Q    000 j j 4 4 j + j j YY * * Y  T //  7 7 m mee UU . YYY ` & ] ] .  ! ! X X   T T i i  q ; ; ; ; A w w  M M M M M {{ {{x Q Q Q Q f0 j j 4 + j j Y  * * YY  .  ! % T T /  m m /  . ]YY & && ] ] . . . ! ! X X   T     i i ; ; q    ;bbhh A A A M M M M M   Q Q Q Q Q f 00 j j j j 4 4 j j Y ` ` "" * * ` ` YY  .  P P ! L   T T / e m m 7 7 /ee .  ] ` ` ` ` ] ] &&& ] ] . ! ! ! !   T     ; ; q    ;   h A A A   { MI 0 f 7 7 ; 4 4 j j ` * * Y * "" ` ` "&& ] ] ] ] & P P P T   T    m    U ] ] ] ] * * * *& ] ] ]&& & P P P P P   T    q q ; ; q  i i i    o A A   { MI 0 f 7 7 7 7   ; 4 4 j j ` * * Y * YY"" * * " ] ] ] ] & P P P T   T   m m m   m m 7 7 . ] ] ] ] * * * *& ] ] ] & && P P P P P   T     ; ;  i i i   q  o o  M M M M  M M        f f f 7 7 7   ; 4 4 j j * * * *  ""YY * * """&&& ] ] ] ] P ! T   T   7 7 7 7  m m m . ] ] ] ] * * * * ] ]&& &&&&  P P P P   ;   i i3   q  o o 92 M M M M  M M    II   f f f 7 7 7   b 4 4 j j * * * * YY"""M&& P ! ! ! T   T   7 7 7 7//  m m m . ] ] ] ] * * * *&& ] ]&&&& &&&& P P P P   b   i i3    o o 92 {{ {{{E {{{{E Q     j j j 4 4 ` ` ` ""YYYYjj0   @  HHH  P P P P ! 3333 i i  i i     G G v v v v  C z   <<   <<rr    ; ; ; ;  m   !  P P ! ! $ $ $ $CCxxEE{EE x   II j j j j 4 4 ` ` ` ""YYQQ444400g  H   ! ! !3333 i i i i     G G v v v v  C   <<rr    rr    ; ; ; ;  m HHooH P P ! ! $ $ $ $   llEE{{{E I 4 4 4 4 4 4 4 j j ` ` YY""QQjjjj[0000  P P P ! ! i i i i     } } @ v v C C Cjj rrr C C C     ;  7 7 7 7 ee+& P $ $ $ $ NN6666lAAxxI  j 4 4 4 4 4 YY""QQj[00000gg P P P P P ! ! i i i i33       @ v v C C Cjj r rr C   C C     ;  7 7 7 7 eeo 0b+ P $ $ $ $ J#^#^ 7.ttl'6p II 4 4  II4[[[88 P P P P P P P     i i i i i i i i i v v @@@@@ <rr r ; q      m 7 7 7 7X!h P  Z $ $ Z Z #!3!6H1$tt6'Nu>IIII 4 4 4 4  ""BBII[[P)__A P P P P P     i i i i i i i v v @@@@@ <rr rr ; q      m 7 7 7 7  + + P  Z $ $ Z Z Z!5~:96H+?l!e%V** Q II 4 4 j   bb YYx  I[[[[)))__ +w P P P P P P ; i i 3 i i 33 v v v v v v <<4jjr   q      7 7 7  P Z Z $ $ $ # 05~3!(Fe')G38@60_$ZQa  4 4  j  bb YYYYxxxp)))__ + +w P P P P P ; i i3 i i v v v v<<,,[r   q      7 7 7 7 7  P Z Z $ $ $ ]%$)+r!2ha ,;7::9<-B*px Q  4 4 4 4 4 4 4 Mt>SSSWWWWWWh +w P     q q q          z  jj,4< m m m m   3 i i i P P  V V 62 A:Q'66mmzSS~~~~~~h +w P      q            z  jjSDDD< m m 3 i i i P P  V V E:AAAp!.8s;:2%AAAbbb j j 4 4 4[[U tttDzzSH~~~1 +wA P HH H            r z z jD"!\Ljrr m m i i 3 i i PHH % V VEApa#-j35L-!3AAAbb j  4UMMttt6]DzzzH9H!1 +Aw HH H            r    jjj&-1,d!\%jrr K K  i i 3 i i P HH L + + V VIII x hJ#+)y+ 'QAAxx j + 4 bb,,UUUFmDDzkooooA i i i i ; ; ; 3 i C  rrrrc%055."&[4 C + z   7 7 i i i     ( + ^ III xh#JQAA  j 4 bb UUUF]]'D "&"$%M& `o~ooA i i i i33 ; ; ; 3 i C  rr 2N:/::1"&[4 C z z z 7 7 7 7 ee i    ( + ^ ( II AAY**:A j j 4 4  bbm]NN5!\%M(t*,d+*$Q `!!*!*oH9oow  P i i  i i i     i i33<c"6>:;^9.j  C  z z m m m m / i i  P P T T   ( ^OO ( M M  II IIAA 22pp:A 4 4 ,,bbm' !u$'-3|67m961/Y*(A&$Q!*oH`w P i i33 i i i   i i33< <c'E49e95(tj C z z z z m m    T T  O OO f f 0  5k99999 Y Y ^V}G""$v''/388:":"9Y623.*'#"L}V/eebb i i i i P P !  LL YYIJ*S26%5.!\,c< v@ v v     ! ! ! !   e > _ ) f f 0    5k9 9999 Y Y  ^V}G"& +*,X/2A6:":":":":720{*'"L }V/bb i i P P P P ! ""YYp# )&b# ,cc v@    LL  ! ! ! !   e e _  00 f f       599 9999 VV  7VV}"& +)1+.1w628:";:"73 .*&<$#[y}} ////bb 3  P P L L * Y""":3 zSSc v v@      eee   7 7 f f       599 Y YVV  7Vnn"!O$v%@(g,.P2A665h3 +)&<#$&<[y// bb333 P P L L * Y""" 33SSS,c  @ v v      eee   7 0  oo  Y Y YVV ] ]Nun"W"~"~"~%%*_/-*+%@!!yV/' i i  P *  iBcc8 v v v v T T %   7 7 7 7 7 7 7 7 g 0^ 000 00  oo  YVV ^^n_ W0 "~ !O!Ob4yRV/^^' i i  P  * ` `  cc  v v  L  ! ! 7 7 7 7 7 7 7 7 g   f f0 0 f   oo Y Y###  ' Wf !__,r^^^  i  P LL * * * * Q ,rc n G     L P P X X 7 m 7 7 e  0  f f0 0 f      Y Y###  '88 ?f88rr^^^33 i  P LL * * Q  QQr< v v D L P P  7  m 7 7 e/ __ 0   j D D  s s<<  5   #####  Rb888nf8888G^// 3 33     LL  ] ]Y *n88 v   G G L  P P me m m 0 0 0 g g    j D D       D D #####  RbbRR}8n?  G}}^bb333    ] ] ] ] ] ]Y Q n@@ v  G G L   P P  e m m 7 7 0 0 0 + + 0 7 4 j j D D   Dk  D D D D # ### Y RR b++ GGn?? unn}}NVV bb 3333 T  && ] ] ] ]&& Y IQ nn v v@@  nnn  LL    P P     7 7 7 7 7 g g g g 0 0 0 7  4 j j   <<  D D D D # ### Y b++Gn?? unn}}}NVVeee bb 3333 T LL  ] ]&& Y "Q  v v@@   n  LL     P P    7 7 7 7 7 7 7 g g g g 0 0   b  4 4 4 4 s D    z   Y Y Y Y Y YJ+b+  }G8nGG Nu^^333  {{  {{&&&& U @@ v v v@@  v LL T T m m m m 7 7    0 0 +   b  4 4 4 4 s s s D      a a Y Y Y Y #bb+b+  } }}nGGGNN^333  {{  {{ &&  UYY"" @@ v  @@ nn v@@LL   T T X X m m m^ 7  0 0 g 7 7     s s<      + + a a Y Y## ##bbbVVVV GG^^ i i3 b {  U U"" @@@@@@@@ @@@@   T ! X m m   7 7 7 7___ 0 0 7 7  ,  s s s s<      ##RR Y Y##bbbVV G   ^ 7^ i i3 b    { &&U U""Y@@@@@@@@ @@   T ! X 7 7 m   7 7 7 7 _   b 4 4 @ @ + +   s<< + +oo ooo oo33333Z'''    VVVVZ$$b333333333 i i 3 P P PLL L C C< rr  rr<<n nn   z z z      q ; ;   i i i i b   __ b  4 4 @ @ + + 5 soo ooo oo33333Z'''  VVVVZb33333333 Pw P P PLL L< rr  rr   G  z z z  /    ; ;   i i b  __ 0 0 gb ,  4 @ @ + + kk s s + + + 99 oo i i33^^'  Vbb i i3333333 P P P P PLLL      < C<<r    8j C C C C C C e   ; ; ; ; 33 3 i i __ 0b   4 @ @ + +  s s s s v + + +   oo i i3333^^e /  i i33 i33333 P P P P PLL L 4   <jjj<<r    8 C C C C C C C e   ; ; ; ; 3333 3 i i __ g j 4 4 4 4 k    @ @  + + + + 3bb'^'^^^  i i333 P P P {{ <rr << @@  @@0 rr  < 7 7 7 7 7 7 i i3 i i 33 i i i i33     g g 0 0 g g gbb j j 4 4 4 4 -k z  @ @ @ @  + + + +3 i i   '^' 7 i  i i333ZZww P D{{D <rr<<rr  @@  @@    < 7 7 7 7 7 7 i i3 i i i i i i33   g g 0 0 gbb 4 j j 4 4 4 4   o{&,!%k @ @ @oo @ @3 ;+' m^ i i i33 i i i i i i33 P{ D<<rr<<<  <  @@@@@rrrr  m m 7 7 7 7 i3  i i3  i    g  0 0 4 4 4 4 4   3G6n+e @ @ @oooo @ @333b +^^^ i++33 i i i i i33 P{D<<rr<<<  <  g@@@@rrrr  7 7 7 7 i3 i i i i3  i    g  0 g 0     < sw):-+  + @ @ z  D D < <<< sbb33//^'' 33 3333LL wwHog@@nn@  nn  @   C <<  b   7 7 7/ i i ee 0 0   7 7   < ` + v z  D D< <<c s  eee^ 33 3333bbo*Q!ggg@  nn v v@  j <<  bbb 7 7 7/ i i ee 0W__   7   n s s << + v v v D D + D s s s<   33////^^ bb i3 Lw +ox&&WW0nnn    n @@    rr bb b i i33 ee 0W__   7   s s  + v v v D D D s s s s s< s s   3333 ////bbbb$Zsw +*+66(A!%~n    n nn  bb ;  i i i i ee 0 0 7 7   7 n    D D  z z  D D v v v v v v @ @   < s s     s s<   b3+ ee//ee^++D=wwA&3$3$%!%H  nn n88n8nnr<   333 ;        ; ;   e 0 0 0   7 n    D D  z z  D D v v + + v v @ @   <   s s<   b3+ ee//ee^'33 i i ++bbk= + +A +X~W!  n8nn  r<   33 ;        ; ;   e 0 0     D D   @  + + v v @ @   <<<  << s s bb + //////' ibbbbbbbZ{kss + +w +w +gggnnP)88 rr < C C i i   ; m m m     ; ;   ee       @ v v v v @ @   <<<    << bb  i  //ee//'^^ ibbbbbbbZ{Dsss + + +ww +AAgnn +%188 rr< i i  b m m//ee   ; ;   ee    TT\ \\        J J     J J d - - - - &99 o oh o o o o o o o5lhhhh Jx BB  i3 %%TT!!>>>>>V"^+ o!!)) -- ct   FF | |FFF c c c c 0 0 0 0 ) = = = = TT\ \\        J J     J J d  d - - - - &99h  o o5hhhhqx i33%%TT!H>>tt>>>/7*))-- c t FF | |FFF c c 0 0  = = " J J J   J J     J J J 5 & T - - - - 9 9 9999hqqqBB33iL{~~HH>ttt>eoH~))Ttt | | |FFFF--- g g g__  s = l "  J     J J J 5 &  - - - - - 9 9  o99 o ollll99hqqqBBiiiLHHee>t>W))-tt |FFFF c c c - g g g__  s =l5X!F*& y yC y yCC J J  C \ \ 9 9 999 o o o5 = =9999B3   +{=Lww +H~~e>t>7m!WWWFFttttFFF tt[ 4 c c c c 0 + g)) = =)'& y y C y yCC  CCC \ \ 9 9 999 o o o5 9999i3 ii+++{{ds + +H//et>m!WWWFFttttFFFtttt[ 4 c c c c 0 g ))__ "It&& 5\C y y y y   y yCC \ \\\\ \\ o 99 o o99 o5 599i+DDd=hhhh9 e>>7WW!!!WT>>t FFtttt% ---- ____lll&&&  y y y y   y y \\\ & \\ o 99 o o o5 599  iqq+kkddhh999 V/eee>>WW!!!WT7>>t FF tt% ---- WW____l =d - -        CC y y 1  ` ` `)) 55 = = = = s9999 hhhddd  iii^5dT``11RRii:%TTTT:::BBBBBBxxq[ [ )__hh 9Q - - ` ` ` `        y y  1 ` ` `))  = = = = s9999 hhhdddBiiiiee5!{#  !!XXZZi33:::%TT:BB BB qqq[ [[[)PPhh9 d d ` ` ` `     J   y y y y 1 1 ` ` )  = = s99hhh di iee/^^k&T"E#"x$ $$!I!IXCRR$Z33:::TTDqqBBxx  : [[)Pw2 ` ` ` ` 1 1    J   y y y y 1 g g 1 ` ` ` ` )ll55d = s o o99hhh di3iee/^^k&!{%l'(*Y''&" RR$Z33:::TTDqq::BBxx  BB[[ [[Pw"1Y o o ` `       J C y y y ` ` ` `)) 1 1 1  s =5 o o99 ..dii:ee//T "E(+-/y.-)+&"!I$+a3ii[%::qBB   cA#+-)+"h A       qj   yCC ` ` ` ` 1 1 1  s = =d5 ll o o99hhdii:ee/V-T!{"E*'.257Z8$62,R)+$p   $+aZLTTqqq   ch#18$9/y!Ih h  )   J  Z C y ` ` 1 1 1  = =ll o o9922 ddd  qee V} "E$,0u6999951 -(a$$  KK{:: xqq-#4:8- h h ) )   J $T*C y ` ` X  = = sll o o99 .dBB  q V}#',28V99997Z50B+(" 4rraiLL{::ii qqTTT"-1 /y%:Yh h g g 1 1 1 )) ` +9 )% y y C y y F F Fuu u V V V V  R $ $hY22!!!$'+28V9;K;K987Z1+'~" ?NNZZZaHT%%%mm^?## Q99 o 1 ` ` `) y y C y y F u V V V V  R $ $hYY22PP!!H{{{k&T##(0u69;K;K97Z50B)%$W!0u'NZZZaHHHDT=%%%FF7^*99 o  1 1 ` ` ` `)))) ` 1 y y  }   u V R RR 222HHD{{DkdT!{$'+38$9998$3i-(a#!?NZaa~~HDLsLLL%%FF7eet999 o d d  1 1 ` ` ` ` ` 1 y y  } F F  u V V V R RR $ $ s sdd222Dd$$(-N0B4441-(a&! fNZ$aaPPPPHDLsssssD{{%Fm7 999 o - -  1 ` ` ` ` 1 1 1   J   } } } F F V ( Z Z $ $ $ s..dd*2222~AD55!{!{%l(*,R..+(a&$p!GG $Z+aHwwwLs{{TT%ttttFFFmttt  o A - -  1 ` ` ` ` 1 1 1 q ; } } } F F V ( Z Z  $ s...2222~"x)+$pX +==555\T!{'#&'&)&#"$p!GG $ZZ+aHwww====ss{{LL%ttttFFFFttt  o h - - 1 1 ` ` ` ` ` g    F F V V Z $ $  $d9222 /43/y$phk&$!{"""&&""%:"!0 f}ZZaHHHHAALLs=kk5=s{{LL[tF |tt  o o o h - - 1 X ` ` ` ` `))       V V Z $ $  $..d9222*2;::81 DDDDkkdTT!I!I!I!I!I!I%:+0,8#}ZZaAAsddd5s{LL[7F |   o o o2 ` ` d d `)) u u   y y   G $ $ $ $ 999999`99 3;}::2T{{A1`*T %074)v V$iwAA +wAss-```D{T:: 3 FFF F99 o o`   d `)) N   u J J y y y y       $ $ $ $ $ $ 9999999+69 5)]-{{A1`*T %0996,#(ViPAAw +AsT  *kkD{T::   | F F99 o o` 1 1   ) `      uu y y     $ Z Z 99 o o o o9`=%l25.$L{{ww1*-!{T!+U5H0("^VV33AAwwAhsd##A#A$ "x!  5{qqqBBFF |FF99 - - d d d d) `      uu qq y y  V V $ 9999 o o o o99[TsLL{{ww +99!'%# VV++3ZwwAh- $',)*Y(&h$! 5kD{qqqBB FF | | |FF999 )) ` `)) d d - - - - d d ` ` 1 X F } } uu    J J V + V V V R 9 9 99 o h%%LLTTsAAAA\ 777nGVRaAo&"#t&).|0/.J.J*'$pkiiBxx | t 99 o)) ` `)) d d - - - - d d ` `X X F } }     J J V V V V R 999 9 o h%%LAA +155\7GG}RaAAAo&\$>&).|3735b441 -'&ksLiiB   | ttt o)) ` `)) ` ` - - - - - - d d ) " F } }  J J J J V V  V V V V   o o 999 o o [[%[TLLLPPA1kk&TGGG}}Rww + +$>*-47(79R76+4.)#kL   F   - - - - d d ) " F } } uu  J J V V  V V V V  o o9 99 o o 22[[%TLPP +k---77nnnCRww + +*$>(,/F589R::9R60B+%:kLLL3  xxxFmF o o o o S S F F } }  ?7" 1 ` ` ` ` 1     V V V V Z K} V V V    }}  }}r  jjjj4%%6666t|||||me$}'-(169::9972+& nG2h 999 o 8 S S Fm } }  ?"X ` ` ` ` 1 ))    V V V V Z Z #g! V V  V      }}<<ryjjj4%L6666 t>>|m "&-(169::997/+& !fnn222h hh999 o o o _ S S OO } } F F F ?gX)))) g `) V V V $ $ K,'3*,       }GGrjjj[4SmmtttFF|||m %F*/5 99::95. *' ~022h2hh o99 o o_ 8 _ S S OO } } F F F??? +935x1;&3)))) ) V V V K,.=6Q3*! +       }}}}}GGr, rCjS '!$$"]ttFFF||m %F',^3v5 9794Y2. '$0nnh2hh o o o_ _ _ S S ! ! ? u  $49h:8S2!x ` ` )))   V j#.p+I V V  V OOOrCCyr44L]]!)0O0O-(%F!F||$}'?+1~43331-*$ @H0088``*99 o o   S S ! ! ? u f1::<96)Zp"" ` ` ))))) OOG V __ V V  VOO OOOKrCC yrr44L $+06899800O$ '6FFF!V$(+0.W...-A*$1!0 `` o99 o o )  S ! ! ! !  uu ? u? u n0:2;; ' #"9"9#"O0 G o`9 o o  __ $ ! !H ! u  uC+362'd XX  RRRKOO    OO V V   cccc,S!o$')7.80:):)7.W' "R!i xBBiH!ovO(f?G}}2222h 99 9  $ ! ! ! ! uu u  uC   4  ` `  RRR $ $ $      cc~~$$')7*-(00.W+0' "R!# BBiHHO((f?n}}22 h999  W W W W ! ! ! !uu  uCCq,M ))  RR Z Z Z   V V V $ $ KK,~~~ "9%`&)7')7*+0+0)( &C#!#iixIxxx xx!~W(_?  nGhhhh2 ohh [ W W W W ! ! ! !  uC Cqq&\\ - - ))XX Z Z Z   V V?8 V $ $ z&\ c"9"9%`(**)7*)7+0( ( &u&C#!ii "QQxxx008?vvGGhhhh2 o ohh [ W W W ! ! ! !    y yC  - - -))))" V V $ $ $ $ $ V VOO?HO RRCCC %-.%-SS! +v"$)P,w,w-(*+++**&$##+::a:IYY_8n8fvvGGG22  A 9`  -- c W W W ! ! ! !    y yC y y - - -I:?   $ $ $  V V V V V V?!nG RRCy4L",! +! +! +&)*. . .....-(-(*$#%y ::::"YYYYY"IY88n8?vvGGG222 A9`---- c ! ! ! ! ! ! ! !    ? CC y y y y - - pa:O   Z Z V V V V VfG Z R 44[LccO! +$1"&*-A.0O11/0O0O-*%y%y#+p::"""YYY"_8???}}}22hhh A *Q*- c ! ! ! ! ! !    ?CCCC y y  - - !x&#Hv  Z $ $  V V V V VOO   Ryy  jcO! +$1((+.0h5 67g55 1/)7' # +::"""YYYY"888?}hhh h hh - c c c ! ! ( J J CCC F F ` `)) )= |+1 /u%yph o o o oh O  V Vhh h222h&MFm%F(m)+0.W1~788882.(m%$]/>>M\&&YYYYY"CC 4Cvv  RR KyF | | ! ! ( qqCCC F F ` `)) )))d&4:~8.h  o o o oh O V V h222h&MFFFm//"%F+0,1~48:):):)851.+'?]>>M\2YYCCCvvRR $R | |F ! !  OqqbCC F F } F F)) ` `)) ` `\'40840*3h hh o o R   h2h22&M||!V$}*f+/688:):9_961.,&u!tttM\\2YY  CCC}RRR RRRFFF | ! ! OOOO O,!KjC F F } F F)) ` ` ` `\)')'' Y2 A  R RR  V V V V  h2h22&&U|"&(*f,688:):9_960O-(+0$#NtM\\2YY  CCCCGG}R  RRRFFF | % % SS a)10$KR p p p p W W W W W W W!!~9XH!0  < r r r r r r r  sssssR;%)+X-468x8x: 63Y0,A+#1 +xx"XXXX3ii:>>55. % % zS %7982z32 p p p p W W W W W W W!!~v + +  << < r r r r rww sssRRR")+X-035Q65Q3Y02-)'#1 +!!!!xx"XX``**3ii:qq>>t55 l  % % SSSSSS&7;&913+2Y::::! !! W W!!~v ? ?  r r r r< r r r r<<AAw =sKr;;"&(1,!01`22402- ,A*'""g !x"X```ii ::tt> F F5  % % SS 3.43D%R2Y::::! W W!! W W WO  ? ?  r r r r< r r r r<<  w ssKr;;7^"% +)*,!1`/.9/..*%% !H!Bx"1``` x::tttt> l l 5dd [ [ % % % % %q J22iY2 W W W W W W W W ! W W~nnnn C C r r r r <<<   HH H  =RRRCC $')_)_,A*- - +w+w'$_#@OOQQ"``***qqq     tt>>>>tttt >t>>>> F F l l l5 [ [ % % % % % % %ii i W W W W W W W W! W W Wnnnn C C r r r r <<<   HH H  =RRRC!#&8&8)_*))&&&$_!8@O(XX"``*qqq   x x tt>> >t>>>> F F l l l [ [ % % % % % B x W W W W!! W W W W W W y y C r <<  C jjHH ===CyW!~W!~##%o%$_)'%)"!8OOOO_QX```  x t> >>>ttt ttt >> F l l l [ [ [ [ % % % % %ii iii  W W W W W W W W W W W W   j r  << C C j jjHH =C [)_.*$W! $_%%)"~OO_Q1```  x t> >>> tt tt >>m F F l l l ( ( Wll ll   % % [ [ [ [ % % % [ [ v v v v v v  ? ? ? ?   n jj HHsDDVVf'476`0! O!!#c#c!%bUUUdddd55dd.>>>>> >>tttttt > tt>>>> F F 1h A Wll llll   % % [ [ [ [ % % % v v v v v v v v ? ? ? ? n   jj HH ~ ~sVV!2 ;;96`% + O!! < <%jjUUUdd5555dd.>>>>>>>>>tttttt >tt >> F F + + 1h W W _ W W!!l ll   SS % % [ [ % % % % % % v v v  ? ? v v ? ? ? ? n     <<<<H ~ ~ L N2 :Q;;7*&^ < <LsL[jj,..dd >>ttt>>t tt t t ttt + + hh  !!l    B B % % % % % % % % % % v     ? ? ? ? G     C C C C H ~ ~   LDD Nf+7*87*/H O7s[jj,..ddd>>ttt>>ttttt t t ttt + + hh !! ! W W t t t > > t t : p p: [ [ % S  SS ? ? ? ?    nn ? v + G G   C C    D{{DD^Nn#v-0,!$@0?S%44&&d.d.dd  F >>>>tttt> Ftt > o !! ! W W W W t t t > > : p p: [ [ % S SS ? ? ? ? G G     ? v + G G   C j  A DD{{ 'n7uS%[4b;M&dd  .  F> tt>>>tt>  Ftt > ~!! W W!! t t > > > > > > : p p  p [ [ % % S SS v v v v   n ? ?    C w P {{ D DDNV Gu%%\ ddd    >>tt >ttt F F F Ftt | F Ft>> w((# A !! t t > > > > > > : p p: p % % S SS v v v v 8888n ? ? ? ?   C ww D Dk!}  }}Nj44jjrr\ d  >>tt> ttt F F F Ftttt F F t  9 9 '21$ : p p p p > > t 6llS SS! !!!! \ \ \ \ QIpn ? ? v +    ? ? ? ~ ~HHHH {{5M&,m$Tsdddk55,b;; 9 9 + )) _  _ _ _ _)) _ , , , , c , , K 1e9G7.q  : p p > > t 6llS SSSS + + + \ \ * * xy(($  v +    ? ~ ~HHHHHH{{DD*69 1(dddk55,br;; 9 9 + )) _ _ _ _ _ _ _ _ , , c , , K R,43'Yo! p p p > 66 ,  + + W W  UU Q2.r6T4)  ? + + ? ? ? ? ~ ~ ~ ~ HHHDD&,m7v7v/E==dkkbbb;;rrKK 9 9 9  _))) 0 _ _)) _ _)) , ,  , , -H! p:: p p >6 6 ,  W W  UU .r9{7,@8  ? v v ? ? ? ? ~ ~ ! HHDDDD*,m!e==ss=kk;r;;rKK 9 9 9 9 o o 9  0 0 _))) 0 _ _ _ _)) , , , ,  , , $ $ L W W x B B    t t % % [ [ [ [ W W W & & \ U * $3/<*! nnn ? ? ? + v v v ? ? ~ ~ ~ ~ HHdDM&DD5kC     CC 9 9 o 9 9 9 o 9 o o 0 0 W!)) ) _ 0  , , , , c c R R $ %  W W x B B  t t t % % [ [ W W!! W & & \  U * p+p ? ? ? + v v v ? ? ? ? ~ ~ ~ ~HHHH=DkkDD5CCC     y 9 9 o 9 9 9 o 9 o o 0 0 0 !)) _ _ ) _ 0  , , , , c c R R R R $ % !! B B B B t t t t % % % [ [ W!! W W \ & &     v ? v v v  v ? ~ ~ ~ ~ ~ ~ ~ L L L 55{5  CyyCKK 9 o 9 9 9 9 9 9 o )) _ c c c R R R $ % ( ( B B B B t t t t % %  % [ [ W!! W W \ & &  Y Y    v ? v v v  v ? ~ ~ ~ ~ ~ ~ ~ L 5CC  CyyCCC 9 9 9 o 9 9 9 9 9 9 o )) _)) c + c c R R R Z $ [ [ [  > t  > >  W W  % % [ [ Y Y Y ` & & & & ? ? ? ? < r   L L Lw +AAo99HHGGuKK   5 l l  _ _ 0 , , , ,)) _  c [  [  > + t  > > W W % % [ [ Y Y Y `  ? ? ? ? < r   L L Lw +AAHHHGGuKK dd  5 l l  _ _ 0 , , , , c c , ,!!)) _  c [  % % > t l  ( W W L % % % Y Y *   & ? ? v n r r< r  LwwwwHHHHGGuNy R   l l5    )) , , c c c , ,WW) _ _ c c V V V  % % > > >   t l  ( W W  % % Y Y *   & ? ? v n r r< r{{   L HHHHHH  ~}}NNy R + = = = =   l l5  )) _ _ , , c c c , ,  _ _ c c V [ [ [ [ SS t > > > > > >   % % Y Y UU ? ? nn L    ~ ~HHAHH ~ ~ }}}G}}  l l = d )) _ g , , , 0 g + 0  , , [ [ [ [  t > > > > _ W W % % [ [ Q * Y Y ? ? nn L  DD L L ~ ~HHA}}}G}}  R R l l l l =  d)) _  , , , 0 g + 0  , , , , % % %  > > t t > l ( + ( W W % [ [ * Y Y Y Y v v v v nn C C C  L L DD L Lw HHHHHGG}}}}KK K R R l l l 5 l     d _ _ 0 0 0 c , , , , , %   > > t t t t t t > l ( O W W % [ [ Q Y Y Y Y v v v v C C C jj   L LAA wHHAAHGG KKK R R l l l5 l  d  _ _ 0 [[ c , g g , , p p t t > > > J J          N N N N   R  J JHH ~ ~ L L L L H  P P H ~H ~   D L L^^^^ZZ++[[%%   0 0)) )) _ _)))  R R   R =     p p t t > > > > > J J        N N R  J JHH ~ ~ P P P P L L L LH ~ ~  P P HH ~ D L L//^^^^ aa++[[%%   0 0 0 0 _ _ ) R R    R =    > > > > > J J   yy N N  N    J J ~ ~ P P   L L L L ~ ~ ~ ~ P P  ~9 ! P {{ L//^^ aa++[[%% , , 0 0 0 0 0 0 0 _ _ _ _ R R R R K  = d = = >  J J      u   ~ ~ P P L L L L L L ~ ~ P P  ~ ~ ~ ~ ~H P P P {{ L L L//  aa [[%% , , 0 0 0 _ _ _ _ R R R R  $  d d = = B   E E  l J Jyy    R J J } u    ~ P P P P L{   HH ~ ~ ~ ~ Hww w ~ ~H T {  e e 3 3 3 3 3 , W 0 0 g g g ) 0  R R R R R R $ $ R R R    = B    l J JbC y J J } N     ~ P P L{   ~ ~HH ~ ~HHH P P w ~ ~ H{ {  e e 3 3 3 3 3 , 0 0 g g W 0 0 ) W Z R R R R $ $ R R R V V     =  JS[4CCyyy  N      J  ~ ~ P   L L     ~HHHHHHHH     ~ ~ ~ ~ {{ e e 3 , , c[[[ 0 0 0 0 W 0 0 0 0 0  _ )WW $ $ $  R R R $ $ R R R $ $ $ $     ll  J y G N  yy J  ~ ~ P   L L     ~HH ~HHHHHH     ~ ~ ~ ~   {{ e e 3 , , [ 0 0 0 0 0 0 0 0 _ ) $ $ K R R R $ $ R R R $ $ $ $ s s     :: p p     ?   } } }    J J J J P   P  H    { HHH       DDDD{{  3 3 3 7 7 e e ))` , , c c c NNNN R R R R  R R R  5 l p p       } } }  J J J J J J P P   H   { A HH H      DDDDDD{{  3 i i 3 3 7 7 e e )w "A , , c c % c NNNN R R   R5 5 l : :    } }  J J J J   w    ~ ~ ~ ~      ~ ~       D {DD { 3 3 i i 3 3 3 3 7 7 / e ))9 0 [[ , , c c [[ NNN R R   R R R l l 5 l  : x x   N N   } } J J J J    P    ~ ~      P P ~ ~HH     { { i i 3 3 3 3 7 7 / e )))PW 0 [[ , , c c [[[[ c c NNN R R    R R R l l l l 5  B B x x      } G } } } } G J +  J J   P P ~  L L H P  +11A  L L i i  _ _ _W  , c c , c c c c c c c  R $ $ Z Z $  l l5 5: B B      } G } } } }G J +  J J   ~ ~ ~  DD L L H wX '"a"A   i i + _ _ _ 0 , c c , c c + c c c c c   R $ $ Z Z $ l l5 5 l x   N } } } G }  P ~ ~HH ~ ~ ~ ~ {{ L L ~HH #361Z D  i ia 7 _ 0 c c c c c c c c c , , , , N R R R R R $ $ $ l l 5:: x   N } G }  P HH ~ ~ ~ ~ L L ~ (8r9<4$hD  i i aaa m 7 _ W c c + c c c  N R R R R R $ $ $ l l55555 O d d 5 5 k k g g g  d d  H{{    ~ ~  ~"a2$5/b9ww      HH ~ ~ L L L L t  tt x x  [[ _)) l = =   1 9 9 o o 9 9 o 1h + + +O d d g  d d d d  H ~ ~    ~ ~  ~ A 9       HHHH ~ ~ L L L L t > x x  J J [[ _ l = =   + 9 9 o o o + h + + + o o 9@S S d d  ``  1 5 5 -- d d P P P P ~ ~ L L L ~ ~   P PH A ~  P  ~ HH L L L     [[ _ _ _ l l l   = = + h o o 9 9 o o 9 9 9 + + + 9 9 @@SSSS d d  ``  1 -- 5 5 -- d d P P ~ ~ L L L !H ~ ~   P PH  H ~ P P  P   ~ L L L L L     BB     _ _ _ l l l   = = + h o o 9 9 o o 9 9 9 + + 1 9 9 z    1 1 d d d d 5 --   P P ~ ~ T L L H ~ ~ ~ ~ P P     P P P   H HH P P   P P P         BB [[ ) _ _ = s   s o o 9 9 h 9  o 9 9  9 S  1 1  1 1 d d d d 5---- 5 5  P P ~ ~   T L L H ~ ~ ~ ~ P P P P       P P P   H HH P P   P P P         BB%% [[ ) _ _ = s     s o o 9 9h 9 o o o 9 9  9 SS   g g g d d d  5 d d- 5 5   HH     ~ ~ ~ ~ P P P P     P   ~ ~ ~ ~ ~ ~     P P  M  x x x%% [[ ) _ = = = =   = = o 9 9h +  o o o o o 9 9 +hhh h + + 9 SS  g g  d k 5 d d -   P P     ~ ~ P P     P   ~ ~ ~ ~ ~ ~     P P  t  x x x ) _ = =   oh +  o o o 9 9 1hhh h11 o o W W % % [ [ [ [    ``` d    ---   L L L L H P P P P L L L L       HH ~ ~ L L L L   P P P P P  x x x x J J  g 0 0 W l l l l l l l 111 9 o 9 9 9 9 o l l l l l = s W W % % [ [ [ [ g g    ` d  - L L L L L L H P P P P L L L L   P P     HH  ~ L L L L P P P  x x x x x x J J   g 0 +E l l 1 9 + o 9 9 9 9 o o o l l l l l l l l l =  W W % % % % % % 1 1   ` 5 5 5 5 k d d  H    D   P P ~ ~ ~ ~H { L L L L   P P   x x x J J    0 0 g g 0 0 0   9 o o 9 9 9 9 l l l l = W W % % % % % % 1 1 `` ``` d d d d 5 5 5 5 k d d H      P P ~ ~ ~ ~H { L L L L     J J     x J J   g g  0 0 0 A A 9 o o 9 9 9 9 55 l l55 l l = = [ [ % % % %``` g g 1 1   9``` d d += d d d d d +       LH     H ~ ~ ~ ~ ~ ~ ~ ~ P P  L L ~ ~ H J J J         _ _ _ _ _ _ s     9 9 + + + + + + 9 9 9      l l l l % % % %``` 1 1   9` d d d d      LH P P  { T   H ~ ~ ~ ~ ~ ~ P P    L L ~ ~ H   J J J         _ _ _ _ _ _ = =     9 9 + + + +hh + + 9 9 9    l l l l % % % %  g   ` k \\ d d d d d L L L     L L ~ ~ ~ P   HH ~ ~ ~ HHHH ~ P P   T T P ww    J J    )  _   =    o o o + 9 9 9 9    5 l l l % % % % h XX   ` e d d d d d---- L L L     L L ~ ~ ~ P   D HH ~ ~ ~HH ~   + + P ww    J J  _ _) _   =    o o o + + + 9 9      5 l l l   G#&";   G'-h%Wu    }G | | M   J J           x x x | | F F l l l l l l55 l l l l l l hh A  9 9 9 9 0 0 g 0 0[[[ , , , , , c c 4 J J J J   B  x x J J  aa    G%58>4M&b   G%562"8    }G | |t   J J           x | | F F  l l l l l l5555 l l l l h  9 9 9 9 o o g g 0 0  0 0 [ , , , ,  , c c 4 J J J J J J B x x  J J  aa }   N N.98>6({, } N N  "48p2"n  GG } >    J J     J   x | | F F  tt  l55 l l 5  9 9 9 o o + 0 g 0 , , , , [ [  , J J J J   B x x x x x     aa }   N N }%!560\ } N N  G#  } J J J J     J   xB  | | F F l55 l l l l5 + + 9 9 9 0 g 0 , , , ,%%[ [ , J J J J     B x x x x x x x   aa \ No newline at end of file diff --git a/old_website/ZTFReST_FermiGRB_maps/ZTF21aagwbjr/.gitkeep b/old_website/ZTFReST_FermiGRB_maps/ZTF21aagwbjr/.gitkeep new file mode 100644 index 0000000..8b13789 --- /dev/null +++ b/old_website/ZTFReST_FermiGRB_maps/ZTF21aagwbjr/.gitkeep @@ -0,0 +1 @@ + diff --git a/old_website/ZTFReST_FermiGRB_maps/ZTF21aagwbjr/glg_healpix_all_bn210202538_unocculted.fit b/old_website/ZTFReST_FermiGRB_maps/ZTF21aagwbjr/glg_healpix_all_bn210202538_unocculted.fit new file mode 100644 index 0000000..9c09c60 --- /dev/null +++ b/old_website/ZTFReST_FermiGRB_maps/ZTF21aagwbjr/glg_healpix_all_bn210202538_unocculted.fit @@ -0,0 +1,3386 @@ +SIMPLE = T / conforms to FITS standard BITPIX = 8 / array data type NAXIS = 0 / number of array dimensions EXTEND = T CREATOR = 'GBM_healpix.py 2.0' FILETYPE= 'IMAGE ' / Name for this type of FITS file TELESCOP= 'GLAST ' / Name of mission/satellite INSTRUME= 'GBM ' / Specific instrument used for observation OBSERVER= 'Meegan ' / GLAST Burst Monitor P.I. ORIGIN = 'GIOC ' / Name of organization making file DATE = '2021-02-02T13:04:43' / file creation date (YYYY-MM-DDThh:mm:ss UT) DATE-OBS= '2021-02-02T12:52:19' / Date of start of observation DATE-END= '2021-02-02T13:02:34' / Date of end of observation TIMESYS = 'TT ' / Time system used in time keywords TIMEUNIT= 's ' / Time since MJDREF, used in TSTART and TSTOP MJDREFI = 51910 / MJD of GLAST reference epoch, integer part MJDREFF = '7.428703703703703e-4' / MJD of GLAST reference epoch, fractional partTSTART = 633963139.88728 / [GLAST MET] Observation start time TSTOP = 633963754.298346 / [GLAST MET] Observation stop time FILENAME= 'glg_healpix_all_bn210202538_v00.fit' / Name of this file TRIGTIME= 633963272.001518 / Trigger time relative to MJDREF, double precisiOBJECT = 'GRB210202538' / Burst name in standard format, yymmddfff RADECSYS= 'FK5 ' / Stellar reference frame EQUINOX = 2000.0 / Equinox for RA and Dec RA_OBJ = 292.29 / Calculated RA of burst DEC_OBJ = 21.16 / Calculated Dec of burst ERR_RAD = 6.7 / Calculated Location Error Radius THETA = 95.0 / [deg] Angle from spacecraft zenith PHI = 345.0 / [deg] Angle from spacecraft +X axis toward +Y LOC_SRC = 'Fermi, GBM' / Mission/Instrument providing the localization CLASS = 'GRB ' / Classification of trigger OBJ_CLAS= 'GRB ' / Classification of trigger GEO_LONG= 0.0 / [deg] Spacecraft geographical east longitude GEO_LAT = 0.0 / [deg] Spacecraft geographical north latitude RA_SCX = 286.6838 / [deg] Pointing of spacecraft x-axis: RA DEC_SCX = 6.3379 / [deg] Pointing of spacecraft x-axis: Dec RA_SCZ = 11.7117 / [deg] Pointing of spacecraft z-axis: RA DEC_SCZ = -37.966 / [deg] Pointing of spacecraft z-axis: Dec LOC_VER = '3 ' / Version string of localizing software LOC_ENRG= '(50, 300)' / Energy range used for localization LMETHOD = 'Interactive' / Method of localization CHECKSUM= 'E3FAG2E4E2EAE2E3' / HDU checksum updated 2021-02-05T13:47:50 DATASUM = '0 ' / data unit checksum updated 2021-02-05T13:47:50 END XTENSION= 'BINTABLE' / binary table extension BITPIX = 8 / array data type NAXIS = 2 / number of array dimensions NAXIS1 = 8192 / length of dimension 1 NAXIS2 = 192 / length of dimension 2 PCOUNT = 0 / number of group parameters GCOUNT = 1 / number of groups TFIELDS = 2 / number of table fields TTYPE1 = 'PROBABILITY' / Differential probability per pixel TFORM1 = '1024E ' TTYPE2 = 'SIGNIFICANCE' / Integrated probability TFORM2 = '1024E ' PIXTYPE = 'HEALPIX ' / HEALPIX pixelisation ORDERING= 'NESTED ' / Pixel ordering scheme, either RING or NESTED COORDSYS= 'C ' / Ecliptic, Galactic or Celestial (equatorial) EXTNAME = 'HEALPIX ' / name of this binary table extension NSIDE = 128 / Resolution parameter of HEALPIX FIRSTPIX= 0 / First pixel # (0 based) LASTPIX = 196608 / Last pixel # (0 based) INDXSCHM= 'IMPLICIT' / Indexing: IMPLICIT or EXPLICIT OBJECT = 'GRB210202538' / Sky coverage, either FULLSKY or PARTIAL SUN_RA = 316.0735862003887 / RA of Sun SUN_DEC = -16.73767225962727 / Dec of Sun GEO_RA = 167.4990237877753 / RA of Geocenter relative to Fermi GEO_DEC = -6.657994390709947 / Dec of Geocenter relative to Fermi GEO_RAD = 67.29784444264165 / Radius of the Earth N0_RA = 347.1032079527328 / RA pointing for detector n0 N0_DEC = -48.23864244505938 / Dec pointing for detector n0 N1_RA = 308.8789845513131 / RA pointing for detector n1 N1_DEC = -50.40122852395157 / Dec pointing for detector n1 N2_RA = 244.9220397768734 / RA pointing for detector n2 N2_DEC = -37.25372547102535 / Dec pointing for detector n2 N3_RA = 346.5288368528429 / RA pointing for detector n3 N3_DEC = 0.8574453467975426 / Dec pointing for detector n3 N4_RA = 334.2274227735959 / RA pointing for detector n4 N4_DEC = 45.78980784451415 / Dec pointing for detector n4 N5_RA = 284.7776728439511 / RA pointing for detector n5 N5_DEC = 3.559537147496136 / Dec pointing for detector n5 N6_RA = 29.5606873136967 / RA pointing for detector n6 N6_DEC = -24.27671974924556 / Dec pointing for detector n6 N7_RA = 47.28663421136595 / RA pointing for detector n7 N7_DEC = -4.978165632148355 / Dec pointing for detector n7 N8_RA = 66.82212482505646 / RA pointing for detector n8 N8_DEC = 36.2227263355088 / Dec pointing for detector n8 N9_RA = 76.60358300036593 / RA pointing for detector n9 N9_DEC = -61.55857874703597 / Dec pointing for detector n9 NA_RA = 153.9766716749031 / RA pointing for detector na NA_DEC = -44.9058160381411 / Dec pointing for detector na NB_RA = 104.6236175889791 / RA pointing for detector nb NB_DEC = -3.184642662424702 / Dec pointing for detector nb B0_RA = 286.6886949965253 / RA pointing for detector b0 B0_DEC = 6.324020101107089 / Dec pointing for detector b0 B1_RA = 106.6886949965253 / RA pointing for detector b1 B1_DEC = -6.324020101107099 / Dec pointing for detector b1 CHECKSUM= 'ZYF2aXC1TXC1ZXC1' / HDU checksum updated 2021-02-05T13:47:50 DATASUM = '2539799510' / data unit checksum updated 2021-02-05T13:47:50 COMMENT SCPOS: [ 6703500. -1486250. 801500.] COMMENT QUAT: [-0.735034 0.516977 -0.300038 0.320058] END |˞*[̝_\(C32*=pj=o\(Q=pXq넜p%ŽeŽ.z ̝˅̝ڏ[ڏ[L̜(nQ넝Xœnz̝ +<=p̝z=p=p넜Ǯz(ǮG֝(p +=[55?321(Ž[ ֝32Žff ֝(xQ֜֞f=oRQ-poLz(ff֝;(ָ֝Q;;j[*=p5p?32(ǮQȣ֜G(֝GQ[Ӆ{]Gp̞obQh_32g :[DzQpzg +QŽxQ-pmpyzȣ֞nzazuŽ=pQzAG332GAGУ֝zQᙘzž32GӅ32Q{̝Q넝Ž Dzȣ֝p [žz=ozW k \(\(# ?:[ff=pq넞NzTQꜙp32ŽTz8Qfe\( +G.zdQꞈ̝넝p֞z^zA넝%Ž넞GŽzfe\(p̞ž\( ˅32z[fez[32[\(8œnz8Q띃32/fez3"Q +=g +Q +=m)Ž*=p8Q랢G\(p(֞ff9[Gw\(ZGz陘zMGF?NzFfe9GŽp(ۅ +<=G~FC32h +GzQ =pzEŽQuŽRfez=p[IŽz32G\̞GzGz +=Z[zfe( 5 =p<zzXzGznFŽ?3232/ :[1QA G̞G[Gm32YW(֞zeŽrfe %ݮfe[jz̞[JzP( ~Qz\(w +<Q Q띓 TQG\(!넝,̞ff-G̝ffesfe(p+(L\( [ɮ@Q# +=feˮGhF32ծRGeG넞Z[}p}넞K +<LQ X̝c 3232.zW +Q֝z4z=p\(̞=oZG}넞̟Cž%Ž)G +(G[[QplzU[QꞲQ ] +QoL(@C2<Ž2Q +=[X\(d .Gٙnz4\(9< +=ǭ \GO  +1=p/s2Gr2[ U !"\( +=k X32yQ +uZ((31֟_?LW UQwJ<̠Nn*ٙG(& VaGYN̡$(l̡L($z +mpbo}olG3[ΒȣQCࡰee*&q7w2=j䣢G +@VF(Q[ꏡI:2~?[(筢¢:% ֢u?2[J̢5[[VSGteBe}o2@U2g֣{(FJpz(' += +=̟6fenzŽ +< \((s  =p[?>G(fez32vz +=4 ̞aŽ +<Qp֜Ǯ"[=pbzQ<\(7Ÿa넟[ŸqW F-z" pGCQǮzG50aGZ=oAG(ej)ŽsQf^G8\ +? b  ==pc8pQ֟ĸQ"޷ +_zp0 5z[넠J=GF[ +<U  +=W feǭa\(z GYŽ(zŽ.zmŽf7z=p +=[\( pz32 u #=o ZaF˅ > 0k  =p 3232aF )xQ O[ Qk |( *[ iB fz u 7 w WŽ q z !Y!)w!n(!Q!/!-H!!9G!L!"3 v< g z !!>2!,~! + (!!f!!yzchL̠띧EŽ֠ FQ=Ž(#֠A,[~+Vn2 +࠷QnFC?G #p zpGz  9 o[! ~ 3!$"![]pAG=¢f[ +=\( ǭ# Q(JzJG8(Y¢RPQj:,u&< +N#o.#4pSi eFۣXĉ"8=^#:"XQ4GwѢ渣#w# $ $="̣A#-"qR_DeG24z Tťh8(ޤ:(ƥ!w +L(}/賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥޳賥賥賥賥賥ϳ賥³賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥޳ٳ賥賥賥賥׳ٳQ띤̝pz;pnzG(=Ž0Q +z32ffg\(\(Gu[5pzQ:GzpQD# ̝GVQzzGQfffez\(zpM[ipF\(&z\(\\pzƸQ +=ppGG O32 +<G5Ž8Yz!]h32 T(PQԏ[*GiGS[&z Gfe4(gz(fe32֝feQGuŽ32132 +=̞\Q +<(z@prFzz&ff'(z2[Gљ߮ @8Q +=uŽ+\(\5ŽuŽ @0(У֝(}p# '8QDz  6feBG32˅/ +<O\(޸QGG/ +<̞Q넟vzP֜QꞬ([G1ŽQ[gŸ? +<[dzQQŽ=p̞G\(ŽG\(z[EQ"GT3(Ž32\(޸Qzffff0 "G=o +=Q? [~Q[(*GG Q Q +=+}pJ=p([=pz-넞 +=݅Q# +=Q=p1tzeŽ%*zfeŽlQ(#G~F QɮMfeMGprfe=p Nz z =p%ÅQQffzyQꞓGW\(=ŽVG# [֟RŽ=o}fep/̟.G֟= +<{32~[mp# ޸Qz\(# Fbz\([ ž z/žzfeGŽLqGpŽ[W ̟zbŽŽe[qG:Q%Ž2Žxfee W IʨkG (֣=p nGfeGz\(Qz32QkMpqG1Gz5pzQ +feGZpk7\(z(zdLQ8QRzQ}Q32k[feu S K}p p³2 42  q p E!pz[k ^♘ pY=p z ( c8Q YQ z + 2 lG  '!"G!e!hN 2!e !Az (  TG Y32 Op gG CŽ +< z !  !(!.!Nz̞[["=p += [  +=zGzŽ (zQ(}(  ,Ž O . &ff H[ j G ( k{32z z  *Qz  +=  F ` L( c\( { O g \(   ҳ2 +Q!E xF f ( ޷!\( z!8 Q  F!)=!.(!j!Ye!E!6!}Q!sK!ə!G"f!")p!!o![" "Y"]"SG"f!p!S!M!!!!" f!k!Z!G""g"5z"/ "h"߭"G"< "}"Mp"B"5"短"rg"z""Q"<#_G# +#93p w  i32 q _ Ž ʮ!z Z ( fe fe![!8!(!q!z!5!3W !f!(!!O[! +# +#6O[#/#eLQ#n[#{#z#Y ##7###ؠe$ X$$+*T#$Y#$$$Pu$Qz$Hz$~KQ賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥( TzǭGs \(N%=p *? = U!G q٘ G > ! !C w2 p Z!!.B!/ +!gz!rp  =( 0Q xQ ( z >: :W ޏ[!HQ! !NaG!(!>ٙ!$!!!5![" !kMo!7!PQ![!"23 "["_w!Zz!z!J=!!o"!2""^I!"_ +!U"6"I"."i"8"nQ"Pf""ߘ"݇2#J#%#Dp"{# 5"z#0N# +#n#["ʚe#=#S#2?z#Ip#f#| ##շ#^#D{G#=#E#5<#$ڡ#k`$wY#j$&:$9!`$z$bS$b$è$JY$3$u$x$$$fz#rQ##:`#~#($^$ 0$@(Y#_#7#0L$^$*T$g/$M"D$Z$Y4<$Y$wt$=6$Ə%>$%$ $>$$r% .%:%%%/%Z=#F_#k#p# ##l#͓$ +##C#_$$G$8[$;$pjQ$m$j$.]T$T $5A$K${EF$ $gn<$y$a$$;C$w $L%$ Ǚ$8=$/?$hQ$pH$v$7$$\w$$k6$$$]$V%$Bi$&$%'v%%0i%>T%dj%_O%C%B.%tzc%q%%1%$YR$V$$a$:#V#L$$ $߻r$%Z%)$͔$9%3%2 V$ r[ov^Y$$ң%u$ᑻ=%r/E#]7Ƣ%M?%gJ%%/]%|/"%n%W*%!%FF%%ۓ&q%͋%I&Q&#\v%{%WKB%%{% 4#W%R%*U&FY&&0&6L%6%Q&2&"$7$Ŷ$%?%% %;%0%dQ$c%"c% +D%C"%T%%~y%uN%ov]%%%W%%UZ%:& L%Ν%֦% E&& +&)&%-Y&K%0V%g%P(%%%m%'% %u3%U|%?%%&%HJ&%l&&&7&C@&p&eF&&{&)&U&D8&v.&,&&_&& &!2&(¼&H&:n&RN&h &&M&t9&vM&'&&&3=&ȶL&g_&v@& &B&&|Չ&wu&&U&&&'&&'B'L,&-&+&&&&&Q&^ '?&~&&嚌' +%o''''$zz'A[' +'،'%l'>V6'1v'Gq'Y5m'w_0'CC<'aa'cT'3Z'S')'Ӽ'"3"{o"jg "|"; "飭"#J"G"Ɋ<"1#Df# +#7z#+ح#g# 2[#Xo#F #2##e#G##xɷ#p#TG#ο2#\$Ȗ$ Z$682"o#!#Q #L#Y3# Q#D#+#B@p##t2##[##ҢA$ v#/#TQ#>$B$'$\՛$L!?$R$$>N$2?$gb$wn$e$b$\$=$74 $$r$\$vN$'[$~$B$G$$qS$z$$l$a% ($j %ui%!%+޻%A%~%b)%%%H%3m%i%N%̆%5%jQ$ߚ$u$$ᦒ$%!W%D%=,k$s %Ͽ$%/%,;g%]w%J@%%Q+%R%s%% +%%&E>%|%%%M %=&b&&%H#0#A#^#e$G$(($ $N3#V$_$$:-$C$zw$n#$H$Y$$0G$ +$$/$\<%R$w$$m0$S%o%"5%%?$2$c$ZL$_ $h$$$$z$%$<$$'%M$%% -$Q%2% %+%4%aBC%U.A%o%#sm%J?%A4%n"%z-*%%2%%%:S-%-8%ZN%lB +%g%c%%K%/%o>%%=%U%p%+%z%5\%؇&P{&&:g&(T&Q!%&& k&.3&>&kі&W&40%%c%Q%%i&U%d& j%<%%F& +& &++& &B&!R&Ey&7T9&_Z&r!&+&&j&O&|+&kY#&|&T&&i&έ%iM%~%B%ev& -&1/&XQ&J%z&%;&!&5y&f+=&MW&g&`D&& &3&/&O&ƍ&&&&x&ʊ:&tl'&~'& &77&#&Nt'&g&(&J&&8:&g]&O^&&F=&&e&l& &&ʗ&j' +&')w'w'; &' +L&'>q')ʳ񳥮p/ +׳@jf +ȳ>fֳYcz*ɳh೥)&Ddz5NwB𳥫Qسozr]x>u賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥⳥賥ܳ糥ͳسȳw賥賥賥賥賥ӳܳó賥䳥賥ճ̳Zq>lU!9賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥⳥賥賥賥賥賥ҳس³賥賥賥賥賥賥賥賥賥賥賥賥賥泥賥ֳ賥ݳ᳥ͳdzѳܳų̳sV~Nb1سE'ѳ{Bre9G}Ta6) ɳ +ijݳo4ij[|󳥮|'c{E,鳥^'A ೥L"SٳEγ7⳥'$޳Kγ۳Lӳ>ٳ7#ݳ%}Wγ㳥@JֳV⳥w]ͳ~G)Ev!߳z/uԳ׳ҳZ-賥ѳ񳥡AƳٳaɳoTJֳ賥DѳE򳥭7ʳ(8ij-೥@MEճ`Ƴ𳥮=fpjU h $7YBuƤx0Yܤ৻J|o*q1Хu> ;ͥ1jUKD[ "vS5~%=mK%$L'XP ]fQXXQC1r~ץFKpm]1yRBauJЦBD~w;nԦ8. _k𦕯BNtVX@lsЕ<i̤դ(˥ .d{<ĥic_xڥ aTM=g##>*asԥU$}h'&ʥĥGByN0yCa,7enס'E' {%Kץ/C u,"r4HզVx -#BvAMx +i֦*\fhzo$ݥٞ)Mrӊʥ1$%, :.<S' ץJ,z̥Φ +o(զ5bNic?}Ȧ>Cfm>]{C|vCͦ(/_l(uͧ GfDibLݦ妺lҺAV˧ +է3G{է'h3Z$l0؊+,+q*듦SVxԦ)LU5Q}HnH7b*>ʼ1Έæf~8yrJc @]핦}e)s/"ݧ4VY2'ݦkXi'u]gͦI~^ ȧZ3[-ȳU 6˧6Rf\x[LE_ۧQZE%꧞;@HTspj=&k٧Bq2WLKeC` SNkp˧}t +D᧟r٧_ĞegjY*Obʧ<ߖ٧ᐷH A#o:ΧCٓ!էT3^ZZ`ި0Vͨ/b5DoRʨ 4&-=ꩨ.MBVpgJg%rsu nSuWFS58-|ˤi֤ҫ^znm ȼݤZ#R,d+W쥍8L@ +~Yt{ᤓ%YUWѥ֥5z)banE&3 +L=gVPOK(Hp M-ZJ\&L#䳥N  mG2=r@^ld=&Zc${ŦHB䍈+ S4L~=ԦrUfEL%kSĆU=("g̓1$g7iCT/m}=<2Φ+ߦ[wQ4KϦCҮ~ ئu\Ǧ֧c `-F"Χ*GQIHJuWg?:8aajָɧc& evGLrȥQPYy7j~Fݗx.֦2$VOez"ǦTDE.M{~r0^;gq\nQԧfç"_5sj)ydۧгJc񘁨gZ4L.u;PsާcM>FЖ?;q¨* < +)'/Ũ>PHpea4dXiK#s 먁ڨlNne7ר7h5TǦM.*DǨJkϨbP-bX zRs€`=PШFr{82c⺅ߨŨBU^婨`Q~}m騏o#U1]?yXN=x7ߨ ӏ٨_sQG RW8# Say;_D~+bO ;a00/ͩ$_ ̵*#Fqީnp$L۩t昩w7I# 6”~IЦ+|6n[ |.d¹;ڽZ+b=é(SLj$sQiF",i|"Ls6ԡ:ǩX-,D[B񣩈ŭyԉ{@LƱ{'c#_@|?ߩ`N㳥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥ѳ賥賥賥ҳѳ賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥۳᳥ų賥賥賥賥賥賥賥ٳ賥賥賥䳥޳óȳճgsl;A 賥γԳ`l8|IT!г۳+볥?U곥賥賥賥賥賥賥賥賥賥賥賥س޳ʳ³賥᳥Գ³гnKԳrej?9 }YH"5󳥯۳̳_?ﳥuaiN, 4峥óRE@@񳥯᳥ڳjY೥LVҳѳWP $lسD&̳Z +YZd67³rƳtp{'ҳ|cUNس糥oUƳ+³QZݳԳf{]uγճKN򳥫峥鳥񳥩⳥鳥+Ƴ`賥E\⳥y| ˳"0!`xR)󳥨ٳ1賥w*cU.bXγiӳdvij&賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥ܳ賥糥賥г˳ֳd賥賥賥賥⳥Ƴͳ賥ֳ೥³xn;DP\&ӳ⳥wOCҳZ%0󳥯⳥Kj=2Ƴ޳nXҳ_ųq] +1dzF[ڳ2ڳ2'Ea³γm~G|_$@6Jbس;ijOcJ"γ~6t%߳s³Ij󳥯+v񳥮,񳥮h-гyݳmb}ٳ/!$Rx糥޳ƳB'U+k Lг泥1H׳D̳Rų[/{|ssihL\]til_N\OųQdzDHbʳ!v߳X೥ѳ$$ճV̳eV0tnҳﳥfUsW&ͳUbijDƳʳZ:賥E'ɳu+5Y{yq w:k&}b{鳥sѳgqҳdcV]tOGֳ;YAL3ҳYIسV䳥GڨL&EZC4ǨV?i/ͨڨ<&zLਃЭgM o N쨇Ψըzը5v|B]AHAoQ&H]&NX&]' '^'R'=r5֦#٧^='U'T&o'(+o(](;(x (|(A4(4((E$(K(@@(>((Y_(k(H-+כEDc +='&i<d +^~j\H wc](%('(WPb((Ɉ'(;(&:=(A&*(q(aw( (h'(q( 5(p(I'9(G( t(S(#](-R(5($(N(7_(/J'''''ȑ':'Xo''Ƹ(c~'bE(!1( ''u(''g(A(J(Z?(cqV(KY(C +o(c:(X(x(N(E(X(~(qH((}(2U((D؉(*k(B' +`( '(Y(:(p(L(m|'($'( +(d`( כ(Tg()1(1f)((:w!'_(~((՚(c (=H)M\)w)5{)kr))|)J)Z)&)ArC(ŀ)9))W)q+)i'I'_2'h'(+K(rQ'{(f'v'''X'(P#'(1(ݿ0)*(g)p)P%)2)((=#((6( (y(<(wGc(&(w((B(e(Ѐ(P(R(i( +$(;([(W((@[(Y(b((_1((rv(2C((@+o'ߦ(ǽ((}(rk(1Z'( V'Dg(e)(C(ҩ(؄((8(3E(N((W(c((((((u;(^((GV(7'8'S'(}(/Ok(]S( \''nM'ү'G''w:'/l'Fz'( 's'ƒR'p'5'E&'7'`&ŭ&_(Vp(r +('( 3/񣦰Co'rT%##`!w7#䨉oz'&KG&<$4Ҧɶn&%S&{i>$DGV\f$,uW/n8T(aѳ&#s@L'ũ# 3"RwP0;\/OaEUnYv戩 שO˩ȫ +CQ{|󻘪{ӌVM3.Ye56 M}! `6⏩;d'`Zsv^b Kӥ@KUN ypQ%.%'!I'sp&'VqEOR%τ˨7';שěԩ鹼\'u@ ϩ*k0¯a{aEکgߩO/cQS +Dgԩbkꨳ+vSaBée񣝩0֪ +j2ɪ&k5$ت =6ݪ dh-3i +U ~*]yS{:vݩʩbNK="ةp4`6cz7rx˩@3j$ͩ*ƥ.;$ѩV w,<󡸩 \)FqĕgM|Ų}ҩݩcY$,˩K fF'P֨UZS;թR(ߨw=]RIZ{ 8ANIi^aBd/hnorʥJȚAZ&G#s*ة϶ ҨE= --,{&/LLfHըIL (y@(P(DЁ(~(W(|(z(Q/( [(GZ'c('(Hc((%((^i(<1d',('ߦ'T '%f''%'2'i'µG'k'VР&'.)&=''Umx'Dj' +U'-' g': O&2 [u'B 'W&h&m''Q'Qԯ')' CI& &7&Mv')C&&w&mx&&&|%&V%JSឧ$MG&t@ n} +7 :EQ!ͨX4+a^WծP֨1τ= ĭeE\Ȩ;Hpæ'v( Jbͧ rE W6=Jsʨ& a%Yu/?UC9i㨆eQM'9f%#]%qĖ'Iq3$[vl8&:W@&[%v7&̺&6%X% $ %W$r%5:ͼ% 5 hjw̧&Al&^ϵ᧼^tG jq?礣=g#̏SIT`ߦ(ܫF+彥q`A6q6l>O>?ڦvͩ6_U,W@cz>],G+/0`5&ÿJP}"HϨdF*s?!uɧJN.[K*8禽i&/䦨5H[qI|:T$>φP蒧0ئzN槎lnp&ʧŚFkϧ#@HԧAVnJe..Ic賥賥Ƴ޳򳥯V_SF賥ܳ곥賥EJó ij /26䳥Pݳp񳥰Mг賥;ֳ³+ٳ᳥WB{G}oSSZU糥wX)Cͳ೥,bn䳥⳥ҳK][. $=^ȳ M񳥓{v FP:泥6 "pN;h#98"[x\糥3ʳ~2鳥,}γdz㳥<곥/OM೥ \۳Mc?, /ڳGjAeC&raݳ볥ij.?賥 γv]Sz52Y㳥 M񳥇>3ʳ񳥍g泥A峥ϳ)Q'=򳥜ڳi@ +ڳ=˳i8㳥1ϳ⳥ ų3xӳ 6Fr ѳtHz7ڳ5O ]óGf\SD75/CA7ܳrݳb'_dгHCPSFI8n䳥?1⳥m³je js(\g8k{}i|ҳ{^)`*ȳ Kӳx(:Z̳RMóͳXݳN޳ZܳгS곥.9a ೥B㳥;_vhVڳ볥T=MEԳX쳥]˳^N5곥&$⳥䳥ӳG'賥˳QB[uLdz=}i|dzX~ ᳥ z2Azt@nEvѳo7k&a%fy^W}Navųs㳥hEc}rsab WSFAOO?Z>]S;P0DiG?:/C'77쳥++ij!rг71'!ݳ-̳.& )  nw|ܳeYlڳuStY䳥AʳG˳c(paR|_fK|6⳥}Oo^k}62q:(% +-RDQ@:OXB%bs&u9{Ol;MQJkZiϳ,Tik +T, % ó賥!"!׳AY:? ᳥vϳp j׳$i&-Ƴ/,)j׳g&"<ó8PKvC1/>峥>($)$0z2~>417@E@γJNY*1N?}UDͳ[':43OCTLb,Vvjʳn`YrEݳLw@ϳ|i-ɳ?CNuJZ`rkzzXf鳥er~ue}߳೥B&dzXܳpn~1̳߳ӳR^PMгa&?ݳEr/}.г󳥬Ngx⳥賥1vڳ{z2ȳYyڳs볥j㳥賥5γ쳥@ӳJzɳE곥qݳ 쳥N泥*$򳥰:ѳ=kgҳ7wﳥB=G1uwѳ$Dس4೥G賥賥賥賥߳޳~<೥߳5ﳥԳ=賥³賥賥۳ﳥ)᳥K(ѳ޳p೥ +ah ^g;'óHC곥ҳ ȳ):B!ztij1oOݳD]&㳥ȳ~#1$I[Эcr[nwզ@[ 15q=j74!)AާzvJUဧ=ʧ-ק+5Shd]wN4Tȣ֥S?*J%SQB%&-%qY>lX2:j[ 8l2俧ϧئ]"HQͧ[ħrJ-ଧRn5aɳx@ŇT^3ǩ~Ҩ#Ně8}la=d]¨W,֨%!uO0Ӷ~@ ꆤ$Lb&M=_ִ~,PK+'nB4,u 訫~Q)w6Bϩ'] +F0ʨn<l:"7zf[N'`'$('ς't($I(/(+r(JY(\+((iN(=((VاS ԧȨ(p;&[&k<: +߯3T¨&Upfd/)OX.Ʃ` lar덴,vC oKr^f+5''3(+E(ۤ֨a'ts(([(((L2'(F(}ZX5ک ΨJ׿R~ש3u˧^Vo'Cc + +Yʽ&@?6ȀJa Wmb?"$>T+:ƩT$gyV(*$"Gܩ ʩ"z!CdթG=sx>E{>tikG9h\vo|Eɩ۩:|~1=[~)詗fV۩5# +ݩ4GԪ'|ՓAd)u>K("0s 5=*ԩY_4E!2G! +AV(4 Bk%Aa\FҩMܩ N';;?x@8ELnj.pP4yyD>d˩SyւVhɩթd7:BPO$ +ĺ/a)2%֨rI +j +|yͪ_bEéu̪ 'BWP Xsت R xȪ$PX(Ϊ%I)ƪ#^ #zh| 鼏c(4}^ǩGpv& RGwWӋP"%/JʪIDЪU-ݪDª. +=NrpE˩C੢ܩxzzdD|ʩp۩i8 +:9 {Ac/*߿$EɩmѩEvQ:jt2]b6Đzi߀ͩqxiީ^ʩqUHW^@w|C]6ף 钨#Ҩ+()©۩ߜܨac\f-'(3>(v(/n(63(^C(V(@(%2(Hn*(8"(`K(u;((( +([( (((!(]()4('-(ޘ(()))ē)'To(Kc(v.(\y (((޵((Y(k%((x(r(n(.(z(D(?)() +՚))1)!)7() BN(ߣ) 24)"g)6d)])0((z)2).((]K)n)Z))(KN)2PE)9lL)D^)2v)%)Fud);(.'P(R(y&̨1&ͨF) C()#i(Y(q5޿(r^æ)D`)P -)H)S\$)Ro)H:)T)I)F n)O)=)EV)O/)DE)D)8g).))0m) +%('ۙ([( +),x) ])" )4(5%(5 (,(F{(((C(E(( +(-((h,(V +(I(à(6((B(x(J)(wE)D)R)&a)Z~)Rn(I4(LY(ͮ()mj) (DD(<(Ѝ((((8(h(Z((]((:(/((0((_(a(1((E(Ԣ(=(\(7((("((u(||(7(Yw)1)6c)"dO)$))3J)') e)s))-((j+) O(v((׎)(K)[((.(ED(u(76!(o(V(5({((!Pe(Y((ڄ%(>( (E(˦(T(g(j(-K(5((rn(8(k(ZΑ(>W_((rg(u߈(C7E(1!'X('(E(/U(' +''> '{'3'pK{ީBphTӐ֩R#>d>w7 |D:Gm*{PR&׿o񧩷\No ةxam7qЂç)Cu>]:rAot:Ŋ:' &8?8ʨƨh[LYyOةԩ"F$5-1 ?󨷜ZXg޾][na`0AA1ƩoDpH4D:%/`"ש7Mڔϋӛ"ňi͔-cɨ,󨀒M^qڨ2Zxb"CͨNߧ5Պ#TuĪm棨H0li tGb>_4}[!oJ.&uf'V0 +Qt́f4>u'l"}f'rHZ"dۨiN+'S'w'@隆Rc[W*bè?O _Ĩ.A`q V*zШ*OAO,&̅e'U2X%'3+l%GY-(5JX'%l&*%ŧv]PI/i|j7G>eE,rsN8:az.]@\Db0?#Cn~ 늧r?jşKY Y x𧻻ӧ%'5|TFxէ}/N,M썧'槿}Hm⽧nyt\[iYǧX4A@(ŧDAj-S֧sbmAH3Ч=Ah%| ךoJg%ƺ𓦪Fpu/ﳥ쳥糥b"ɳEx8Rn&dzX賥8賥=i賥?\׳׳۳l-a\1w~OҳUi쳥>NdzSֳ^HOaӳ鳥˳IV峥:4 |᳥#sݳ󳥌x?jq2_ٳųM賥 l!ójdﳥO?賥Ƴ񳥯b³syr⳥G̳Գٳ?p񳥠mó.)볥J򳥝]o賥n2糥򳥦ijptDԳ|{3.|N峥zkWgQ{Y{~fijO;iֳPa޳o]ʳ鳥 㳥p׳ٳ񳥋;GJApV-y3_ٳpnK=}%ܳT\"#sq}vr{woi3~^ ~~ɳtsect-vdhsAiqfҳZ<_oXyNWE/ZJM=j>{4-7 SQ@C>SW,?rC+(dz*=0޳賥³~izC~xó{ٳnYt~γ^yk~سu(o|syg׳aͳum'u|̳w)#^EgLW#pxctk:E(]=:[nSNiT5׳0}zﳥ&(C_08 ϳ8 t ೥ pt7䳥 c#ijų{JJ5Ƴ=$E.T峤&S *<ѳ ٳ+u}᳥³MH곥ӳ򳥇 +)ϳ`lgԳen5m@f䳥kϳnȳsHtDt-{{v$z~0Fs~Jyڳֳ>㳥'ڳW>߳*Cѳܳʳljųѳ+i೥óܳH2㳥bB rKVfZ@ٳ1vPBͳQvHjbU5sgo)2(<3;.;)A*JUM߳M{`_鳥Ri[ck{#WY6ww糥$|pMq峥p׳~6sxȳhٳk"+HZ_X^fkz u}f˳s(t}}~'ӳbﳥ޳Jn³,ϳ#سNx⳥{2³5E@[kﳥFг㳥ʳ賥aճ$eQ˳s' ?0%³ٳ ijb #⳥V5䳥]4೥޳⳥dznuLE᳥᳥E޳2Jg |泥y=D{$⩅^éxm`F"]|N6t):#˩>W{Ψj4:ukEQѿm񏨻&v4a::Sث Ϩ +cgB|H#2)xa5"|©Lm*") a%廦8 Iq~2kgk[Ǩ|sUĨOܓ/_Cj(L0ȨDS #㨾ᨠ0i k*RZs/˨ۨ\gYҨ75 S%SZ +ccǴ GvSi.tɧj٧bID]a $p{hh Cu53DΨ\iuup mYVςϨ2j{eqIT L2[żEiA,+h٨.;y JV$HwgQȨf]Y@RFm,~j\T>iA4!E冨*1ۨ -hڟ+*ިڧ+ hm[ 6W1f=*ӯ֨ K#駌"h_>vxՌˌN;TT ;\4)g5m\ +Ϧ9_ϑ2B=RԧAvާp>TEy{-@JZkOT%_O M'ק'ኊڼ_sV}C8.S-ܦgqV;酦)bi ]ƊF +%ɦЦ;!.}al]YR(B.æmI(a䥥# N]Kk7wx.~Y56ͥldꭥAF%Q=R5 7Ѧd.yMR#7^CϥVLiD\NWj@CMY\/44Pd~W%ɿ`AF˦?ƿÌً ://"i襻Q>_bIU9k̦_#,"6{^ 'n<æiǻx8զ%\q\TU7uFjx)<rdE**>5v"mťd:,M^|xo/.RA"_MjQlb6+_)?ɦT𣊥񯝦+횦\v0 +K#iª4[UGf&}xϊ]0%grZ bYƥT:_@ä4{ϗS^,; wb٥ץHxӥ jJًc奪8h^ +D¤˥0ʤt07䑤k/N.;Y㤀G+$"ATA -ERϥϦtߥ?4ӥ_4 +D-+ie(U0˥y{/rtť=HAoLcHٗv> }Hyeؤ-ķR>.Σ8BFCL[겤!TcJ`57ˣƤiMΤoe*-hcla<*u![Sw7-_<بqѧԧh%˒|8 ěڙfP ا姡<[T\/4ܧed.qڧ> 6[{<}XҴ#~)U!-ħmaq0;zͧI\&oΦZN琧 wv`bIW隦r4#@7*F% +؜Ŧr>(\_ nlpsq"3C؀HLQ|^tJs6@-G I=XӅ6ܴ+OP~Gat +o+faZe,$t-奼 c5sy<;5}[h䥈.D19<  @dODYޛ_Еm Tv$DK z`hç%c ק`ӻۦ="zզQ6\NN~T:#xbkU/p; ++i[֦ҦvFOdw7TlwT#%&"*HB@˦Hځ!`ƥtʥ,ɼ,1JZ;ߦ }dȜܥ z業Py(h<&Hݥ1cĤ}Aǥ>zNեe_{ʛ$ݤ?7ѤaBsUd(Ѥ='=夂 2e?<FVãḌkiFW"܆sM qgOc#ӤhHz];:(NƣzC[ 9[ͤ(֣|2&^24 +&QvDRpX_ n[}2egUF:4TiLv +~䤚a)=ߤmJcx{2^{4GR{eS^GJɣ̣a1ʣAƣ,#֣olM[2p +=ol处/1ӄfjN壖LDheAp]ey!Cf3=[D4£G([ŷ[[2 L2tR0z£6ю K譣Y ̣j(zxkz)g1G<֘z=zu=0ˣ}S5 G1er`f( Q 9G&Aa phj넢$f#2qRer$qG!p(7֢zdQM '[:flzY̢~[7ַ+֠fQw=8F4[ +sX~[ pGj[($|zLdzW.֢;֡Ԓ =1H롒?a;u¡ +֢XTC0̢3ZT<hBzS<z0!5(zEL̠ [֟[ / 2+!r![!z[k֡#@QwQ8e;2(S2z !~ꡠZ5! f 3+!ϱG!~"=!Ne"%" +`z"4"""<#La  Er賥40г?糥8ͳų곥гn}E+Mڳj"ܳ ϳͳ=TWf97Uӳ8}}޳& ~鳥aqѳƳ𳥯߳-<|n#`V˳QMB}񳥰:,kuij糥߳賥ڳԳ賥賥賥賥賥*ɳaFƳ2&*㳥bGʳ Q泥2A~rkwճɳh KD|$cV˳ó峥ݳ賥^γȳ賥۳㳥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥ӳ賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥dz೥賥賥賥賥ճ賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥(QD(D( zHzQz(o\(=p,zz = +<z  [ 2( \( +=/ +<[GQ '( ffQff aG G k z M< W +(p $z !ffz  32 Q Q p 32 !k K y32  32 'G  \( \( \( !f!!+ z! !!Ju!H8Q!ٙ!! !5z!O[!G!!s2! !ތ"*= fe +< !)!%.!s2!q!!+k!oW !Zu!z!&f!&e!"AG![!ӑ!""H">2"84z"wo" "2["*"go"o'"=""ɟ[ pQ + +=2Q } ~F ٙ[   z ޷ ոQ ɂ!p!XQ!cn!UG!2! z!F[!:!(! !!2!h 1 &e e! ! +z!:.!&!r Z!(7 !!Y!bQ!n!!5!wF!Q!? !%!R"" 2";! "q"Dz"/["6@"p2"j"!c!G!K!5"У"&2"1"W%! "" "J'["Q2"z"z",("^K"qG""ə"p"" # ""2"䒎#$(#ȣ#IV#B9#zM"Bz""{Xz"""=""$# F""Ξz"#& +#>(#/3<#(Q#X##;2#5jz#i Q#quo#P(#=#-#`#-#I#(###V$!ÿ!!"&G"*"\"S"" 2"K"FQ"[""p""("?["E""##)7[##f#Um" o#@Q#p#F#MG#7#p#p"Vf"QG""_["1F## R=#9PQ"#2# #ϭ#,#2v#g#_e#G#?#xFe#o<#ׄ#K#?p#'#P#W[#((#2#%F#F$1[$Q$=(#]i#n#5 ##z##$V#:z#ܳ#G$$ $3 G$,$Z'$z$AG$9p$k$ta$($$O$b\$U$$+$Eb$@$@%r$;f$&$ $J<$RS$'$~$x$C$u[$mj$$ޙ$gQ$7$#$j$ $u$$ W%%Q +%9$%% A%,[`%2%ZS%R.]%1#'j#W#PZ#Y#F#H#+#9##@(##n<#Խo$$ep$$p#0$$ $0Gp$6$e9$]T<$b$*1$U$Nx$$Q$/V$}$Ƌ##[#Q#Q$2$z$GX<$@~$p$$9p$3cG$`p$h}$ $$$y`$k$$1k$ $$% =$<$($r%%%$,?%%@P$Y$?L$$$ܖ%$%% u$͜$$@Q%%%<Ɩ%6BG%]%&C-%J%C2%mU8%vc%G%]<%v%e%S<%V%%j%x%up%3%px%00%)%N/%U~%%x-%%G"I%pu %hGv'7'EM'"$'1#'+jn'8>'>'Iu +'B'Jh賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥峥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥ճٳų賥̳ܳ߳ɳ賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥೥賥賥賥糥㳥ѳԳ賥賥賥賥賥㳥泥ӳ賥賥賥ڳ׳óƳгs{Uݳʳγse]7@lGN(!񳥯ó賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥ݳ賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥㳥೥γҳ糥ճٳƳó賥賥賥賥賥ܳ೥γ賥㳥泥ճҳijʳv}[賥賥賥賥賥賥賥賥賥賥賥賥賥޳᳥ϳ賥س۳ȳų̳賥䳥賥ֳӳijڳdz˳s{Ve^9A{U^8dlG@"0 ۳гQ賥tb#ųN)1 Ƴҳ޳곥Xh3E۳wR5ճYt|X`;mHO+#ʳ3᳥ֳ^gnJC&Q.6ϳ۳³q"3޳EX򳥮Ly;*ϳ䳥L .Kӳlz𳥭;_س"Rӳȳe'/ڳqNѳ}+aZ򳥬;s4$$J$%]q%v%8C%1%Y% ]%){%#H%Hi%P%2%tR%%c[v%Y%2i%l%-k%%N%%j/%.%N%9%& a&>c&%@%kY%bo%%%CB%}%ȶ'%q%-x%?e%B%%{%t&L% %Y%#9&hx&&40&, &M& +5&%&&=B&E!&j]&`W&UM%6P&@&9&-a&7q&]&Pɸ&z*&%$}&F5&<&ad&m:&&'&r&M&g&9e&K&7+&z&wd'&&`&&&m&k]';''' _&WK&$&t&u&&Q&&̲&&M&T&%&C&?&܄'&QJ&Z\&QE'&F'%s'2{'('FY'"' #'u'2';#'Z'O'p%x%֡Q%2%1&K&&LH&/"%O5& &&"?&(&H&@&dK&5w&X&O&v,&&Z&$&k&l5& &*&+&V&&q&4 +&&:&3yx&TUK&\&&&z&&L&r&i&&&y&T&&,&^&& r&W&&22&' P1&&掺&m'Z'JI'' M',& |&3F&ʫ&W&'' '# &'A''W'xP'5c'._b'H'*o'F1L'=|'Zl'e'T'zv'% 'Qc'o'e'~'f'R''b''''!r'9p'AH'\'T+E'o'3'LTi'Dh'^"'f'%'x'`Q'y'':'c'n''':|'=''W'i'?V'( '5n'\D' +'& ''7'FA'm''Z'X'+"C'K '=w'_'pMO'''''’'.'Q''L'R's'''3''b'X'('R 0'v@'g''U''8"''}֮'k'9'q''?'{'''Ct'@'_'߃',n('k>( ''F"'ځ''m( ;j'(vQ((/( (y()(;(,}(=<(((o( (.(= +c(.(9(MI +(]!#(L(Y(j[(uM(c(j(IX(S(B(I9(Y(\(LH}(LP(;v( d((%(+i(3(%(*{(՟(( ((((Y(((9HE('a''4'd(('s9'W(((ޙ'8h'''l''g'l5'ї','̪(&''~'؂'''A'y'y^'''B9'X'!|'0'?'g'['P''RI''a'`'''G'jw'zڻ'e6'UWz'Af'0'-'wz'bz'xf'c9'O>`'='PǮ'='.)'',`'yw'W'&&j+& +&;&&֯&G&_&+Z&.&Z&$&&''[i'm&'7' ð' '&'='7\c'O$'7'1 '* 'A"w'Gq'_i'WX'n &|S&&N' @''%,''4@A',m'.''(Iq'.)'B'<L'Oq':'Pg'IY'^' 'e'zHb'q̀''V'is'a'r9*'z']:'ײ'e'V/'ou'gp'n +'g'9<''Fh'v'3N'':''/'' 'U'܂'S't'5'=''S'sf'Ig'T'0'D'&'''P'?''''bg'k'''|'h'''*'}']'U'r''H' 'p ''''x'P'~}'u'f|'o ']'U'C'"'5'/'A'Hx'Z:'R'bE';19'Kк'D'SWq'Z.'g'_Kw'h'j/'wHb'o'xm,'4'V'}'}y'p$F'uw'mKA'l't 'pz'h`h'`j'L7'W'Pp'X'`['eaD'],']&~'Q'VCI'Ob'Nr'U'Q'Jw'Ca'd׎'`'X'QpC'X'N!]'G':'JM'@C'9'-'4'&k' C''$E''x@'px'x+'l+'d!'V'hL'\'Uk 'H 'O-'?'9_') '^\'M'FJ'5z'װ&G\&,&%^&R&h/&0&[&ir&r&R&J&/R&`3r&BX&;,&"&(&.& %&6<&\&&&%1A% %;%e%ס%+%%g%%N%~d&Z&>&5T&34&%T&{r&%$&&(P%5%L %%#%%^%5%M%%'%%%%wo% %%%Z%h-%C%7f&%ȱ%Ɏ%%*%7+% ^%v%%j߯%Ew%P%`%V%3(%;%M%$X%O[%-Ft%$S%AX%$$$ %a1$$Z$,$$|$1$X峥賥賥賥޳ڳųɳ᳥γҳlvM}aW.9rzS\4iBK#⳥󳥯,ӳų~>B$𳥯ݳ]óԳx :ٳ?ڳag8dӳ񳥭5lRh-*Ƴ᳥wVﳥ^n곥,Z-n곥 +dlF>M'/̳೥fSy&9ݳijXt񳥰س峥K\o/ҳh񳥮0M³泥b;6߳Y˳=f̳@Yfmų`~*&賥4f峥 䳥'eV̳Ƴ>V%ɳH< AU&/ϳhسCsԳTKe󳥩޳S;PzٳBeܳg9ҳ泥VxjC.1NгGt6Bٳ0LWųɳdz*/dz8^سȳ +rd)BOг&+\*Vbܳγ asD򳥨K0 +ֳL&۳7Ukw5MHH\1.峥aL1泥\Mͳ󳥦lֳ^Z +}5!B򳥡`E]zUʳ4k2ҳHb< ųaųd#سm&Գӳv4_)nwҳp.(˳쳥N=˳f9೥(+᳥ M:YcгJ㳥Zݳm\˳yCx+e곥VM@ٳͳm +㳥%,峥L(˳c׳ڳ4nh³P6 ۳>kسoʳʳ(hӳLݳG'V̳Oҳ|&w鳥Yҳq#K{MسC%𳥮aγObݳO,\Aﳥ}ɳd &aa\&]볥K/uDг|ڳg$򳥭nT糥U.K&س^/r:r׳rݳTY;ڳGسAl糥 O೥+Dm/m³ճ𳥰س8(HXw+T /㳥PnóZuʳ㳥0\tDг򳥰%ܳ)%bQ%Yk%%%*%%%%wn%%%M%%}%n%f%H%ީ%դ%&H&ɂ&4&,%S& &n&&%&@n&8&U4b%՗&%p'&K&&4oK&-v&J& k&&& %;&;&B&bq&YMl&z&R&t&k36&&&B&#&&j&3&q && &q&3&ɵ|&3&P&Hw&ga&p&ژ&o9&%(&^'&~[&t*K&w&7&&T&&A&,&[v&uJ&&&˹&_%&,)&Χ& &ʩw&&ߣ&g&Wx&F&1&+)&I &P&te{&kI&V&AÇ&b0&Z&J&Y&C&&j&y&4\&F1&q&>y&F&ъ& +&#&6&º3&\&&ň&'L&u}&{H&4M& &.&&&̜&?&&&&n&ܬ&Ԅy&&^&&&M'h.'Q' +('&'%"'E' '*'u''0!&f' p'|'5'֒'%z6''+ ' U'u''{'%''/'('/X'1>';'5n'<`'C'H'A,'@'6B':'4'3s'9'6@'/')' +'#'5'#')W'-''b'' N''!''J>'!'t'''-(')'#'ˀ'#'['ˮ' #2''b' '.'&B&&&o&̘&&3&^6&&@&&ѯm&I&L&&d%'&I''' 'n' K^''J<''/'' 'Vb'' +X''o&&t&&O&y&-'Q&&S&X&n-&>i&&'s& &y&ׁL'&=&F&@&A&&6&΍&?&ԇ&3&&~&&;&<''' /'o' ='' &I'&p&7&iL&8.&#&2&i&^&1&ދ&ʾ&Ҫ,&{&)&& &&&&ֻ& &w1&j +&ۨ& N&[&I&S}&f&&)&t&נ&&<&&lgJ&b&GQ:& +&9&vE&X&aj&ED#&=Z&$&O&5D&.&&V&Q3&m&&"&(F&&r&&=X& +G&a&о&&m&h7q&v5&l+9&w$&F&B&~t&|&lk&sH>&h&f`&pg&j&`z&Wc&&[&u&k&v&hN&^O&N &`&TDr&J&<$&Eh&5&-i&&I&&@e&Y&&`&M&xڀ&!&\&s&c p&mÚ&Zd&P{k&=&'&o>6&dm&O&Y.&C&:@&%&F"1&1ʇ&)&&& S]&%覉&X&F&=G&,5&4_&!&<&&$$&#& &%4&z%(%%&%7K%S%8%ݬJ% W%E%wN%m%[%%r%%nr%{%X& &+I&Ω&ˏ&&q&G&q&j&&N&&&3&&B&&u&&)&e&&b&k &&}x&s%%I%%%~%so%Pi%%ӈ%%%%;%%%yd%Ł%%}%k%w%Sɐ%I6%,ue%%h%^ %=ѕ%F%)%!% ]%4%%($M%$M$Ѱ$&-m/&& c%^&%%~%I%%Ԯ%ʧJ%%%%w%E%%%% %%%x%U%'%m%a%A%Ky%.,%%% P%l%%%m%y%V%LY%/GG%b1%B%:% G|%'2,% % >$a%8$e%%$%\$J$@$$$f$d6$1$$٧$ $on?%`o%@M3%7g%H%$8% k%$ +%$$*$:P$[$!$@$M$즬$sc$$$6$j$m/$[D$${u$nI$E$P($+/$"n$$$$C$$$%o$bI$WX$2$wߺ$N $H $&,$+4$ $ T[#Q$;$J$[#G# #r# #p##ب#Y`#L##tB#rv<#B賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥ݳ賥賥賥䳥೥ϳӳ賥賥賥賥賥賥賥賥賥賥賥賥賥޳⳥ѳ糥׳ڳɳųͳٳdz˳{kc?G"rNW2*׳`gDoxTL(0 <򳥯䳥zȳֳCW 賥峥賥ٳճódzܳ˳г~evnJS0³nvS}\eB9󳥰K'1ͳ۳^:B⳥𳥯' ֳɳ]i|6#ֳ곥Iϳl:䳥r.AWk,Գ鳥泥x[2Sr7⳥޳鳥j{0˳UB𳥯ųܳg9X𳥭̳m+g0೥ɳs.jMﳥɳuRʳEkܳ IڳEqɳpE(񳥫γmH~dzܳ೥dz"ZT! 49diس !TU 볥\6.N׳lʳ񳥭Z}VH 0׳糥-;B.W{ϳzdóʳ೥i{ų쳥(޳1eFڳٳ.>eV⳥ *t峥6iͳW䳥+>}Ifг賥)Q=zRfųӳ೥ﳥ.8W~f^;D!oMV4*㳥곥Ƴ~UԳ~i0D>&󳥯ijӳ᳥񳥯Ƴg[p<'򳥯 ೥Q%:׳ճ@߳ųv۳fdY(G%볥E0RX4GfƳqódzسv³ݳֳ4H^Գ}Pg@|mX8N7*!쳥޳ )-$:OdzdN?V[zmr}CPg|eԳų᳥񳥰⳥ﳥ +!(=`8TkwӳJuȳسó鳥+5Rҳ⳥ /)C:U`{%AKg^zq򳥮'E&RpeԳ곥7ӳ +𳥯-Az"Xmϳ볥2bL³w೥ҳ *ݳ *3Q>Gf\zgݳг + ?4S^|"AJja~rHgp̳óγҳ⳥dz׳ܳ賥泥賥賥賥񳥰!?3Q\zHfpo˳г߳ʳijӳϳ޳⳥賥Ƴճڳ賥䳥賥賥賥賥賥賥賥賥賥賥賥Ƴֳѳ೥峥賥۳賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥'Giv'C'<'6#^'<'3='-N'!d'/˃'&'!''E'M' ,}&ڟ''c'''y' v&e&T&='?&N&e&̪&U&P&y&']\'0'W?&&X&ܹ&ԭ!&&4v&&A&&&A&#&5&`&9-&Z&e&K&&c&&b)&T&z~&p&Q8&Z9N&=V&6&UA&f &ʪ&_&7&&2& &i&&l&(&t&~0&]X"&Ui&9&&n&e&G&O^&4 3&-2U&=&@C&&& J& +1&i%~m%%L&k&Me&ES0&+?j&2&.N&E&&$X&'& v%X%5% %˲%&8%%ܮ%>%Dy%x%0D%0%]%%:%~6%9%`%W;%5l&&)&ni&~+W&'&gm&^&B&tS.&Uգ&Ml&3&:hS&!&&;&I>&/z&(?&2K&,&%%7.& f%Ј% w%z%uu%3%ٵ%4&+>&J&;s%z&Ud%ߎ%_r%E%%x%%% %&%%y%%% %%5%r^%hk%E%Y%^%T$%4q%=%;%"%%@%Ý%%%ۿ%%%jZS%F%%}6%W[%`(%>B%6L%{%tT%N%F}%'6%.n%,% j$!i!W.!L!!3!B !86e!g! z K  w%T%k@%[{%dM%n%K%Bc%%H%Z1)%:-%1w%%]%YD$|$պ8%,%02% x$A$Q$̀$2$$ $5`$$$($f5$/$tM$H"%p$ $O$$$"$$[$d$8$$so$$R$H$`$#G$Z$h$]l|$5;$>$$O# $,Or$ $a#ք## ##z$-$$n$\c*$g$<,r$3ih$$R$*$"Y$T$ +-##2#z$3p#y###L#vG##g #u##z#P#[2#+##"#@-#Ȩ###u#|[#p2#"j("n|Q"|"@""5"jf$fV$>0$4k$r$fV#P#L#e$ ##3#x###Op##\X2#ˀ #(#c#uJ[#v#L(#A#=#hY<#72#.e#^p#"o"ԇ "=#`#(#|:[#H#Qz#%Q#Q"#BQ#3#"92"f"c"ǯG"#="ʴz"Û["("2"q3"jF"4"P="l1"{F"H"72"Q" v!6# S """~""Q"z"UR""f"{Q"@#"I"&="Q!˄"a2"+(""!"p!!}p! +![!h!!r +!}7!:!3(!"8O[" " f!(Q!2!"=!g !q!#2!!f!!љ!P!!Z(!lz!1!8QG! W! Q Ԃ f!%!G!2e! U p #r#=2#4o# G#"`";"wG#"u"G"2"""n"a")" G""z";e"FQ"" (!"2T"!_[!q!*!(!c2!M2""V%"J"}"!! !"[!֣2!љ!!R!i,(!\5!#Q!tz!|(!w>!7!B[! ! AG!-L   n `( =!܎!ۄ![!ehQ!r,!.!%4z U!Y\(!\(! =o z ;e (  Xo f +E# IfeQQ2p  <( }c ! .2\(G[ 32^=o넞=ŽeࠌŽp +ŽwQzz=ә!G̠֮ +FfRmHjnИQTzfF F'̞\(!Gp (cu [l ohVeGƝ$'֡^EQ(2{ZG֢!a¢ ة=*t-=3Gn>\z/[([&Qs֢}`()̢=e\6z8tܼ1=[4F֣RᣌBE`920ꞣ֣ٝ6i3̫qɤNlȳ⳥ b:i쳥t3(n񳥭Pɳ.pڳ㳥=ciԳ-Lҳ糥0L8K^rҳ߳γ7U峥C³&iWڳ1v㳥񳥰ͳ -$DMm{ų賥>&/OFfo4V_}vdzWBʳj泥׳ 2!8Aa*IQqi%E<[dNmv{dzóԳس賥Xx~óƳسϳ˳ܳ೥賥ӳ䳥賥賥賥賥賥賥˳ϳ೥ܳ賥賥賥䳥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥3=]St|eѳijȳڳճ泥賥賥̳г᳥óԳس賥峥賥賥賥ݳ賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥ͳ߳㳥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥гųɳڳճ䳥賥賥̳ܳ೥賥賥賥賥賥賥賥賥賥賥賥賥賥޳賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥(|(,(nq(oY ((ؙ(m(i(]a([$(JsU(EJ(V2(P/(?_d(7P(L({s(c~([_(sE(h(Q3(Dg(G(> (. (#(2(&ZD(( r(6h(0C("(n((c((( +*B( (q'܅'5'4'J'J'Ȫ(fj( C('(U'''ۂ.'q'r'@y'U''f':''(q'X2(Z1(H (6/(%:(2y(1(/'[(]( )'X-','8'(''''ɀ'Ͻ'5m'L'E\'tD'&/`''''bkU'K'',&p:'c'Fy'!['T&5&V5&''/'|' -&&׼&&f &'҅h'ě''''$'>H'%S'0''zG'f'Z'j_9'S{b'Aq'k'A'x'l`'d'ix'V'AE'VX'C)'0_' !'0('/'E''P}'>',e\'V'.:'''' '& &Pr&5&ŷ&&m'K2'i&%&Ӛ&g&_& &&g&a&&P& &&&qf&Uj!'PS'8,','v'!7u' +t'p&䃵' &̆&&&٫I&&&N&i&v&6&&/&pc$&&J?&W&&z&T&T|&'&,& U&D&&:&$&&sW&b&AU&m&N&:m&"J&2K&& ?%&M &*4&# &W& %ݡ%ܾ%^%%.Y%Ɵ~%h% %y*%%Vo&ڢS&&Z &؃ǦK-@&B9& d&&&#a7%)`Nfr:Nצh +ߧ }"rnKO즃{4mLTT$b&G&' +&R%Ua%$f&j^&&N~& v%I%7%%'R򥖮kퟴ]b!%4Ϩ\"vǥ%7#駱GPz֥brXC_ ={D٦,}4 de[!t03K6S7cmf̦OڦDZUT4צ»Zu5U$ GťNȦ8rZŇ9DZ(`,cX>HGm +L2*-fvHKz^%V2ZE3zե 9&3[%&%n%w%5%~%3Y&a<%%y%%U%'O%`%$ޣ$#tYwA㤌$ $ Q$۷$*I(a# /s%`%mk%%P%;$%$յ%XV%%u%(i%"q$Z$ +5$ +$$vq$0}$$%u##"Op$jA$X0$?m#>`#/"9#Q# EIإv#\ǥ0 rWhYI~s7>`Tؤ)G(b[ja'n+̤xhQIkJOUD! Y0Zv뉣s ࢻ} EGz-{[ࣆ¢_"} "࢓Gͼ(r S2$e$(}2&z뙣 2BG2&& X&e&=&_^&&wP&[&||&_&LY&4r&F#Q&.P&l& +dI&tR^&X(&BB&+)&?6n&'&q&&J&Op%N%l*%鼋%0%>%Am&$&&0%_% V%%D%%*%%D%1@%%d%sRZ%M +%y%;(%Vj%yZ%%l%T+%3,5%aH%?%-O%B% .%$_$3R&q%%%E%p%V%%%%3c%v%`uL%z!%R/h%<%Q%%|%{%g%>0%M%$(C% $[%.h%%$K$$*$h$ %Hl%(]%d$R% ы$W$fh$$o)$$).$$$z$^$4$$m$Y$b$z۷$G[($5$ه$K$#L$Ŀ#&$/-#͊##+%B%`o%P %.%=%m%$xv%"%{A$-:$Х$$|$l$"%.$ۏ$u$$|$I$/$\1[$5$vP$bl$6$G:$!X^$##3z$s$$4$r$æ$Q$C$$d$7$-$ ӄ$c###5#$(m$L####B[#,`#u?(##]Q#m-#Q^#a(#/Ǝ#"]z"[$tp$G$2$4$!BT$##$#w#0#b#)##jN#7 #ϵ[#G#2#g##K?#5hQ# #N[#!T#""e"G"+["G#T#S$#?##$#O" " +e#="ш"£"e""u"^"(:="Ưp"z""PyG"j2"2c "k!":" )!mo! ! !2!!Kj%_$ƀ$p$n$$X$b$&<$$`w$V`$% $)##M7#$##Q##x#(#L"##w#F#;G#""lz")F"gp$M#u#(##-###D% #+#v #a #-<#;e# r(#6"n#E# G#f"޷"#["uf""8z"˪Q"";"M"Jw[""!"Y)G"g!zMTQ$#֡̊<"V.!c2"7X(!W / oDkjkq̢ (Y>aS֡`0x2<[3c"!!~e!!MpNQ [!!Jl(!xl(!= s2 = cȨf\(zX넠(4z ̠<\( hb(K.\([Yo#A(""""H("2""yHQ"9"5p"a"H"f")(!32!G[!O["Fp""[!r5 pG F\p.t[λ2<(dz࠾znE25>¡+֡ U֡pF( Z=T̢gz/((B 20ڷ2j=8<Dk֣0*֣~FGs0Q1峥򳥖n⳥Rﳥo⳥HٳXS4W~ ij ҳYó"dO@k@˳˳"90Q1)( ,7泥P/k8r"O 6鳥oU\곥@,ϳw)ҳtE=LJMw<*Sgӳyr7(ų̳#~SN#ֳBY=鳥|ó/EԳ}׳pnx鳥`y`hk쳥Yki󳥯39ohGͳ³5u`^۳쳥sO᳥GR򳥰.y̳Im̳x׳ 賥,O1,^_?ft1]dGʳ޳ ߳賥Zγ>>۳γt@򳥯A*G賥賥~(賥ϳS۳'w^賥ϳ賥賥ٳ7d賥,Dfγ䳥0[ȳس󳥰8#N\UY#9dvSrȳֳdz۳賥賥峥A_dzȳ>}gϳڳ賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥ij賥س賥гϳ糥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥ݳس賥賥ٳ߳賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥e鳥+񳥯1dZ㳥ó-jʳϳ:3KiQp$7VCath~ȳ³̳ݳӳ㳥賥賥!AYycóճ³ѳ׳賥˳޳糥賥賥賥賥賥ϳڳ賥߳賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥˳óԳܳ賥ҳ㳥賥賥賥賥賥賥峥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥糥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥$3b8Vܨϥm?֐_{ץg`c2O) +*zTV{g#U9oBGN[ >N +֣~p򷣆a.8o'G]D( 2=QP"<Q~׭֢1<أV=H[c G(p#֡:uˣ ƙ2b֢YΓp(8w̢lRF=(¢ 2̢P(Ppx2F[j/tQ w G(Q>љ2(ࡷel<(ࡨn7rUУ6&T6X(o [kg + fL̡GG*֠^p(w Gߏ[ q!!k!c ^n!D' !!z!z"B[","![]< +<ۄ}p s2 e!v(c ,ǭ[!!>aG!ԝo!"+!""a"r%F"""#By"N"܎"Ύ#Q#,#3G#e#Ci5}¡ Q%0QG=o!Q^pffp F !iS2 (! !!!"!z"\o!|(!5!#"D"Q +"4"=2#"2 k =!>C!T!u!"+=!&!x!"^"["<"G"8<"8""p#Q# Q#i#\v[#Q":#N#AI#(#2$$ $cXV"gQ"G2"#"H #* #####CQ#&#w/o#Υ#$j$3a$+$M#`$CL$;$3P$%ұ$%FK$$$c%7l%? N%v%C%B# +$"$9$~8[$k$پ$tg%'e$p $$+%%%4a%t%‹%/%S%NU%%.&.K&'&zE% & &H&pX&zY&&HK'\""m"XR"["#[#3#%Ȏ#f"Q# # #o-<#V#F#V$,|#($n#p$H$UV$.$X%=$:P$$$8c$o%NK%A}%'R#X##$$Y$$t4[$ˏ$$^U$Hg$$|%% v%is$o%4%'$%v%W%%۷&/%} z%̮%I&^&#&&r3&i0%w%g%Z%S%&X& U&[%F&%u&ED&P<&j&v&(&e&&'s' b'Qo'I,+'U3&z'@'7j';'8' 'k(<&:/&>&w&?&zW'/2h'&G$'~dX&'?}'M'd 'qQy'Z'_(2'''((*(`2?(Wd(Z9( (Ml(D(+(2(()? +Ҏȯv陡K}(Up#a0 xY`</[(ϑ꠸ +"ц!"k!"p%"# "#q"a#g,<#C#(#)`$2k$i$qY#$a#$Jf?$l7$*$(%n"-p"2"V7 ##9##я$ " #:"ŧ#2#Ǭ$DQ$$$(&$!$yj$<%-%a%C1%@q$bM%$e%%oL%%%&/١_뎷$љ}(G2]([Dz+[Pꢹ2Y$GH&G|QMQՄre!@ꢔGQ$ 2u4( I|&-e&5& n&a,&P W&&&Ө' +M''I*&e]&x&ݟ'-';=''['g %}K&(& + +&c&}f&ʭf&'&IW&*&u]&?''P3'< 'e'g'yZ'e7'-' R(:((M''''3"(0:(?((@().'Vp'4p'u,'김'(:f(0M(w'ܢ(&(q(j(x=(4(/@(O(`(z(|) B)/b)U2)LQ)N)r)CT):A)3)) +)*`(\A(((()0)&)r5P(՞)#)*)W )d2)n))޼k)m)e)t)F**5*. *r) 1*&*ԍ*]v*hF**d*ӹo&8v'(M +'4'n''5'%(d'Pp' F''|(d(KbM(6,~(AL(!XD(uG(`e(() S(@);\(8(V(Ի_))-H<)~B)jL)Ld'ʤ( h( u(\:(z5( ((M|)(?(S(ɓ(˪(_)0+w)y)l))WkD)C-)v))-)I*:g)p!)G)0-*E* 2 *H,*8i*3)IQ)6))W)"*pW* *GN)c*%}鳥x* س.ҳ?5ͳm?ϳȳG/\賥 ᳥mӳq賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥س賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥峥賥ѳ䳥Ik쳥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥㳥賥賥賥賥賥賥賥賥ܳ賥賥賥賥賥᳥EZw볥.bo㳥賥賥賥賥ijr/賥賥賥賥ڳicͳ?dz⳥F}=賥賥賥<̳fOг𳥯()ųa>곥 :},Y6ݳȳLVnȳd7@qӳ'6ҳqY³%ų+tz6⳥uxsZZس^ >;waqdG)Bx0೤l }8h=l(P˳osZmU18QK$*ݳD.qR<^ݳ{%"0ҳê"/ϳ E׳2@~pͳVqv泥{d>ó~ճܳo?iL +Sx-9%׳\ﳥ +y@³سhp,StZZKaj?p6泥"볥H೥˳)糤o3#__>Eq,$,#͖#rp#h#~-#{F#m#7#]#`#o#T##[#-=#z"^"e#Cyz#2# k"2"""|"y o"ʹ"p"f"Yz"h*"-""!9#c ",<")"Y["Q""E"Aη"˙"uS"i".6"7z"jf"3 +!"M(""1p!!@!2!!f(!(!!z!MTz!X!9!( U"z="Kz";" q"-!n!Z!"f!z!!(!z!N!=2!L(!i!zF!b!!!4!x ( Tz! =p < rh [  +<У!uo!/dz!#= ǭ @c ]p b ˄ . / 3fe +<=p X.ur =pEQBV޷݁Fj+{xQPIQS~#"%n!v!(!!˄!!{Q!7!Z!n!b^!%u!-z  !Ae!H S2 Q }J< lo J= f \!F Mҏ[fezs32!| ǭ ( H p ?u 2B32 %[ ?nQ̟5=pZQEQ05 % h (:̠GG)(#3֡ [\(넟֠xQ4z + pL( oNxBꎡ\2f'(+~ʓ2$Y*tc֢ӊ(Ә-[0t(z/06z5o<֢C4zㄢˣHwe_o;;֣4b£'A񙣘@棝wF-6 =~ ( Gfe !femzŽ[+W £֠c֡!̡,A렒W ֡ࡄxK2*,̡񇭢@5[G5G6HQ@<̡ʏ^U( jf`(ṇi̢KP_2ipe@2L꣜^̣ r(X̣c[L[Ƥ#=H[zˢ! +([2;l5Fݠe)NQ5/<~a弣X2XueZ79(-+<$8kv -Lr_夡ۤoDxH!f֣ݟ쮷1%%#^s.4t;= tG8lݥ!9h5! +}YEx3zA:ܵ`ҥW%ϥiYR<!M]Ut[e0 'J̣ny&£j-Ң˼!v8 i-Ĥ_TFDޤek4㤹ͥ +hB0gLak(̷/&ޤVmYbӁH;%TrIl&vJ +bWra(+.@W@7"x2%gA,[ե7X]ypGT̹U DN]YZҦ1t@IVt\+ʦ7ꦐP`Ʀz]5QGQ:%BkJ\y=J%E੦XK*a&` +/@y5yRߧ* XS7h`jɧNW˧z +9D)̀"fuYDU˨H(}Žff[R!Gs25jc8G;ӗ)ه^e4䤫UO.JW# Z V=PSEۥ+D;S9ᠥڮ &#rWȦ+50z,23Ŧ $# 2&͎BX-#uVmժ*' 8$q +wɤ}uq?˥;a1I ѥ:j&fݥWӦC]-褆䤉1ce?!s=֓(#&&'{}wճ loM BhEkI8Ze +|L%Oylgقܢ以[__\>!.4f9cͦv=ЦAήKڦɔEU,Gæu٤ SDJ wC OZS]R͌`hc/}"\ZX'O\'R_¼bwގE&맙 ੧ڨjoN`Rb|rU뵨XݨwaƔCjNj+3$rlA +=vIR WbæZsBH@_IcM?S;'tuUG9{ϧ&9iA_*o駢:j0즯0Dd,P3Z|n98 ?e+ħ䳨Vs.2FާB D'/@bv2D-ƨ4!u['lf975K(Wp +('* ` 9W?ەN:DOg+.f-v:o쨖VʼѠR"p%ɩ Щ7츩FuyY(بWM.MXdR ;]?p7Blꞩx[$S`Q'詧éDDlm[L ǩ"ԩ?iQT 6D<:?娂G E +IDYQC .$M}G}Q-ϩ#FO"'\*U驋tԩK%ͨ\8/4+'c.ɩf14tnFکjڦaxQ:]jhLq:$"8KNpЩGé-c#ydʪ ~혥fGD5L +KPثh)賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥ѳ賥賥賥賥賥賥賥賥賥賥賥賥賥ٳҳ賥賥೥dz{Uh'賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥೥峥賥賥賥賥賥賥賥׳賥賥賥ϳӳ۳YND<޳ua賥˳ų{6oc'ʳ-D߳p㳥RQ泥#O ߳ oSٳ3&Q ᳥ kx*p˳ų(賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥ȳ賥賥賥iji賥賥賥賥賥泥㳥賥᳥޳R\b V~泥س'賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥ܳٳ賥׳ճ>賥賥賥賥賥Գҳ賥гϳ~}07:׳ѳF3̳ȳ8?FK򳥯鳥hB⳥ܳW_᳥r˳򳥬䳥ӳDmL%Pȳӳ Գﳥ+!ʳڳq3Al곥Գ̳dj˳v|2*ijp"'hѳO;𳥭γ˳|h EYx]6@*γ󳥪ܳ:Lɳ!񳥤T˳rճjN곥س[^0g52ҳAhMqDϳ׳ӳ,̙sT`K]EӳI1A+ @Bs'"CEQʳ(蚳ZI.u!ڳWf0W"L⋳2բлz|qAӳuq4㳤:L^L'ͳJMu.6eWy.kf欄P\ʤ Z%ߥV_eaB<^l-OQ䥦MƧ$*Iq饞%*YKG@E$$ƥ 0=צR`R(z杔l/b{wBԦeGYFW8*RbŠ`]."m|q঵u0o΀oC!-Hm5C=5ߧ9NDu$ٛY$r&v&f&!& xS&F(&?' ,P&YnN'.!_'%O'O'\M'6((Z&-(0@(`'n(ǵ'U(3y(k(( )a_ݱ `5&i'Y&ex')5+=&<'<%y'~'H(jR(Z(())D5)v|)\(G~(({!(o),)џ)])nހh$YzW ç<()Ƙ(5)6c)Q9) ))y))q|P)MK)O)A*E)*1G)R*(*Xn*\N*q** *&*Fή**ѝ*>*ʨ+ +9+4)w)9r)*S*Ň*eX*I*T)*,Z**]3**M*/$*G*S*g*++%B+d}+P3+++==.+)d+mOI++4++0B*/+%A+M+R+a+6+1K+X+CΉ+`+wk+;+`+U+,+,>+,(0,10,e,[&,b,,P,D,,, ,,++XO+Ֆ,, ?A,9,-(|,c+,!&,,EO,Th,,s,,q,"l,j,,A,Z,c-,~,e,i- u4-?<-6r---ZS *8Ҫ*W*j/*W*ϳ\+'++;U*H*d*5+ +F+"+i +J"+o+TeS+!+{+ފ+ʇ_,;+0,'g+G++s<, 4,I,Kz^,8K,u*(++M+ )+S-+y#+Y+++-+%+Ts++,+T.,#3+s,&fE,,Hp,_Y,d,,,2,o",T,b,@,,r,,6,p,^k,,U,i,Y,,:, ,?M,P, --V-+-w-$NP--C5-O--u3-Z-7-g<-Yh---gU-"-׿,,~,Y,^-7-YO-J-;|-nZ=--,w--I1-\!q-k-p7--/!---u-->-Ey.v-M--a.. [.1.%.Q.A);R4*=Wd(K֩3fYu(5𤩬xԩpDJƩ)6 }ө\߳lM] &-#v;ݪ@[dϪ$~/hBa29Tmeªy&39ʫZ͇& Rm-D3HT}Kg0렫#ݫE2k&ի:ثDBXLZ|ie tga]t>|/FͫKwl] ebCSayOxrȫUp;ٴ` ]?LeΫ{8zb <,Zѫ0С #=)H٪*7C窸FB𪶓oE*u⻩Vs*-*<+}|+F"++Y,+n+,&B+/++? ++1,,+nh,'WR 캫3d~-J*$* ݪ:hRP<*Nĩe(+?i+[+'++ߙ/,++*++#)$*ƭ+Q+5*Ek*5+++ +L,,:8, Vb,\V+,;+,,=`,2!,],,|1,9,@,),+-#- -%o,j,5i,-;- ->-({-X,ܐ,:$,q ,Vt,,,9,‡,.t,s,Dm,,q,-,D,(,K-,-$->C-t,-T-(- v-5O8- M-C0-i-Y-|#---7 -jx-T* -g--2-yG-qI-ۉ.-sv-o --D-[-e-L.I-.ֶ. .2].B;p.v.cqo.N.".O.;76.p...Tk.ě-v-Â--᳢.&.&q. +.=--R-Ԛ. ^.$= .V.7w7.qq.WM...v_..u. ./-x.&..m.l. +/G/-/&T.,X;,,ek,`, ?,&\,E,Q,hpI,g,\ۦ,A,,,_,m- |-N*-$-U---- --#-Wy2-uc-U->n-ì-$->B,?Z,t,mw,=9,rq, B,,V!+,\+C+w,Z ,g,oc,--TZ-+-[_-,--/|--m-{1+-J-yp-&E.e..= -A.2P-[.'yZ.K..a.9/.l.6..G׮.w.>w..v..6%.,W/,/Q/9/#s/Ko.I/ .)/7/3Kh/\/B&{/lW.w.]!.2QZ.z;H..ʘ.X+.!.S..G..).. /$/?/' /y/4/O܄/zC/\3{//\/B~/3@7/Tz/g{//t%/賥賥賥賥賥⳥ϳݳtB̳mJ䳥7<ijijX> ڳIճs@=R峥WH#UP2ҳ賥賥賥8̳ + x賥 ͳг$C& H㳥wjz f_A~ӳгVk1xDXVF糥{iƳ@᳥X/#G볥ų3SiF]~AohDmճ̳ճҳ೥v ҳ|S>ϳh| Aٳ,|sjwsb]򳥩_ '|سyboS_Aȳ&x\~`Mtv8>#vγܳR:ų񳥝峥u"~_ѳmi)j[=賤LQa:mTVkEsSv~f\7ӳC~ѳpQ4]5䳥#гo%賥qױ鳤r,E+FdaB6vc䳢!F)ͳ೤n}س<糥̳ȳ򳤇d!C>ulߟ8UxN5 ҆zֳܳ] ϳ0$ӳRn fYⳠnPӳ͜eA|1u%^5г(8,V,ﳓ`(]g< ӳ8ȳVӳ|HY Oݳ[=gʳijùⳐO9XN}Eݳj2Pz"~f=k|޳L xٳc!`U= |A$碳볢Tó+3ppndz_}Ƴ~Z-᳙˖:` 7س0 n4ܼܳEó+)JՄR8.džճ/FⳑOHVAg_׳V:`ӳ_糘zݳ fೊ1|^?J0y'𐳁xHBupMY`OvDyճek`-S7K-Qӳ5`ܳC&aVqxc!׾rYjNQ2)[wó=[?@2GJ'}9)*v2 +гJ֧zN{1Bų&|SpNvjaMQj%YPֳ=ճF6>'H]lQBس6}H5C峥*%("3峤۳䳤곤4ճ񰳤ٳ翳)볤嬳K[볤泤޳ruJR]vpelbQ)˳CfC F)U)\{~O>$54荒ೡ |11FVг)Z-zU&ij(d`1ЌK& BRTD.onTU7p쳡̳ȳLUo,S!~Pϳ<\;:eҳR쳤f2{C0}tNݳytpG!d}𳠿!ೡ:$1jճQ5ⳡp:ͳHrг볚B@-|4⒳#>೔߳)ʳ#γ5|7爳w.k篳*6 E/T>Z$n!ų`^tg"@@!wja%ֳn KT@az`ᤳuefpH]]Up=yNdn U:I>P( |5U ʳaSDE۳R|m1̳ ӲxG +Aղ" +v2<"2F3oaH1{BK22c3`>835*3޳C-Tʳ46kb`ۺD񲦜g+Գ$N;T1W~2W1i2p2E3CL3{b3ɣ33pN3>333Ai3׽314nR4eO45ⳕ4ebEN´V̳;곔XSɳiճ(P/_ptTm]V4 Pɳ*̀ql!mm{L"#JBkⳗqgiೖB:x"᳝m ó1ij銳nӳjzE 3:"Cn]׳qH:6"f-;.H~zy`K>:1"225X3$ LF0j23VW2=3M3yL3>I363a4I^4Tg404n343%4#s4J4M-4^04H~m2G42g3*/3D3d3r13T2ݕ3~3!3j3ʿ4j+4DK48F44LX4t4Wt444*/4_:4Jq4{44G4 +4-賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥 L +<GGʅ32p32Ž [p\(z\(ΨΨ zQ8Q 32 [ Y Z ? _[ b !Q!! pQ ffpz -#ŽŽ &aG " ~ p G *e ޸  U g!=!CG!(8QΨ !G  g k E ff o xW ̎ tz!)!-! !!s!%*!=!!o!"A[!ۄ!ը0,cw竩0WGٽ&l.ͪ^#LAԗq9|C[7N*!޺oLG$ =7]uZҪJ ة!ѩVU%Zp{]$#qZ=<xYI੣զ᩽ ]/k IK3d{]w +i{1JD5c!~F45'SCciǪxժBvuv_ժɀ7O-?mnr?׫«`%4whʫ{hQ# ,P>ƫE\n*몠5paǠ+N@ >ΪBmͪbV@ܒ 7-"?9Gի+Q}a ~t!A?j[T6dӫlYV9٫\UW{V:NF٫y;vU@QcNg=~wמŬ\tz}txCX +>ea񊬄+k׵Ŭe’ϱqKҳ/>c".} ar쳥^ dNܳﳤĀ^ӳf[Yⳤz9QrT-ҳ%hr}볣𤳣ƳO4ەO6m˳G*aכ󳣥ͳi$㳤H4ϐg;A2w ӳ9+GgNcZ0f Gѳhݳ賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賣 ³9Hpum‹/ ೠdz g3賥賟 "u賥賞;f2)m1P +ڳVp!Ⳡ[ʳZS̳#fI볟X53;_ާ?Jڳ糚mK霳J8)^xEH5賥賜$X賥賥賥賥賚v@x˳"H:R賥賥賥賥賥賥賥賕#9:$Q6ijYN)p泓๐{٬2Kbf;q{Qƫ *r>OH O )̫fR8CJ[Y:G[CZͬ3L-3\v}[rR֬nFcV-q `٬#e6PΫ:Z>t!SV/Ŭց8ZA)!Y+4+@+$*6*O**S/**s**8*`d*^o*8*zYt*+K} +B}*U*%x(3Ȫg^ԓ)ɜ*&ߦϪc+4U+#*P +*%+ݖ+*yx**IZ*YX))*]F*X*)͑m)ɪ:ުªsŅKe+ܫ(W;V*]mI*rs'_Jms(|$x)"ȫ: +e'Gz cӪdԕ&hT**`Z*Y*"*s*4*x%*Y*MQ*?)$)f*.*1()I)b *x]*S*=Sm*# *2 *Z* j)w2* |)%;))M)ƒ))/)_)a|)6>(އ())))q1!Hp.'b([[K))o)/)U)W]H)=B) u((w(g'm'"(Q(o( )(,񳥰賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賒賐س賥賑賥賥賥賥賥賥賥賥賥賓nݳೖ۳+F6("ަ>e`=> 9p0`[<0سg,<sڳ{j7{4Nndﳗ˼lYF賥賥賥賥賥賥賥賚qNJdz<2d賥賢pڳ賥賥k$ⳡJpph鳢~8iƎ#˰Ⳟ4& q)GwoT峝N2䳟qdz)ʳFƾϋ17Vӳ&賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賢dz賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賣 h^賣Z賥賥賥賥賥賥賥賣X)\QU: R賥賤j7 (Lst"h³j5Õ4G?䳢 + ('hn (o7Ts=^곤ҳcƳAɝ< `7S$x۳Uȳ-Aճѳmw KC=o$OEvߏ- L%@ l)Cٳq鳤Գ^g Wk볤9c +4"憳(Ƴ&9kG೥V泥I8E5E׳yγsM볥r³{uJ@Qq2rZ_cuzϳS!`쳥;V\6s M=Թ@ρ3?9ǩǪ&$85F,\#|Jz|">r\Qꪘ?Щ,B5/êF^:ӆLЪc,pX<$k eNq.yp5t/[(ϪӼϟ֪ݭ٫gHeЪۗx-.>/)3Pc#n[Ы2Lӆ7_b \EOrjY=cyԫV '䫕Xϫ҉XqyZ z +W*o4ЫQ3]3>#3F}TgJR^p6WFL_TKVRxa%6\U* Z"ުh$5ƪN3yb.9&H`|t=рn;ꪂ;Y{Huѣ:ϫЪ[!3;ӫ29M{ H) y>pFcA^%]}+\N84AxUkwQ}.m=v^Ih 竁٫ૅp9yXƩmaϬ6!jr7/ԯ`φ$x9<Wpӫtێi$Gv( +]Y/ΫVZa켫"ʫ]ӛѫ\Ϋiz܂K )1,B霬k3CX2B+R'lشCGI[IVŸN]hԬ x ȷ[ְ18߭ +76_|?0ibNžDպp.xF햬qt9mUMu51Z*zD]B=QʈOw{jFέiɬC 0 R2r!u!)OL_RH$7Q(.X, /&s(֬-b,& 'ح!C/ѱ,.)ͭ&|!0%믭5#ԁ+-'s-$壭;;D ɭ)6˭"iܭ6 ,ح |,&&sx QqAӬ0-E2n?fk*ڬS6vZ +s}J^TQlQ))ᬷ>ԬLz߫^21ìmլl ~tiq-8켬&=%U>3rD=hC ϬZEhg/uyR|`|F(ӬFq{tvԬD |>ڡyX9I,2@]*Q'4Ƭё'/t{}¬(gȶլ۬m~?$$,6H31BDTRëC`kxK 竉QؒT+?ݫbū-嫩>ū⪤E!y*OݫT/ثO5xƕҸ[_sD6DRT0NHͫt*~]ūǧd,|d)nڴ҃i ͫ ܲM/fE(űeDѣjګذܫJ9 0᫺\ΫX ,ޫ폫Se(S颪Np*yu êͫ>;00C&֊ڌ<M2sPH8yz3.\t?ML;jf󭿫@e*AF,/'ѩG)%0)pk$uѥ)`(Iu)`)=('z)c))K}Ϊd鄼 rvђ4Sk((@A4qATWꫧYcHFy犫kr?8:T<טF1)&锪ۇ*ʕZHFkncT2ݗ 2 f*[+99@Cު#媐ӿyI3h & 8ľ)@Wk|ڪ7#m>GZK}F\ ^ OoCu{x'~«!kejQZ?FH?f4p# 6Z%ѱu8]^Z>,qH2j :зW8טb.Ѫ?ܱOwIܧWh yĪ[鯪<ȇK=v~mtU]T7ΪWᏪ9&!k +,Wyڪ)+4<;«# * ͗C P=E4lU|oIN4 ުѕlp+|DJbҌA ^O>,#W Z%ϩ2$2v+7՗ 0)vLTGB胩fg9ߩ/(pvR + 6a'AkK٩1 ԨP{ʭ鴪`@ %%| ,ת$ }[/K񡩪QuPkvO{L]өo +LuCLɩwOO.F(ue-_KըXo ɩKJh%C3 +vlZި^Ө`=PyɮO+5RC̨S,. +]f4Y02Z ҟ,C٧ jo1Y{ehN/@q!e4a[C2Qg8&4ѳ+qo3}QF%Utzγ64bP@F+c_ yHbDʝ'ճ)| ѳQjj?UėY߳}mޫEaIRԛVoRʁW೟쒳߳]T;^̳ +BKfGKl賡KMje24?гϳN̳ٳʹE{T ųȗzBгϏNy]q91ݳW7!ֳx쳤;2 䳣fU3fóN {f<$\g~)b:ڳ1kbxTUF"ֳx=]\vdﳢu峢 ?8ⳣc5ӳi!=~Mofkvk޳%m_R?䳠˞곝͕0ѳ(L}>eMZ𳡠XAKڳghCjٳᣳx1 W>gг㳞ٳXn,峠sw [峠Kw鳞!k.'-賙/߳᳛E񓳛3ҳBR%o +m1ڳCoVPnJ峔8ԳjI鑳hmzT賚5Գdb&]ȳ鶳#o*䳖-fXfK20糎$1߶骳"ﳔ?ʳ᳎1h̳!|׹6 ijS|γͬO泊x~ڳx̳ԳpNmBJ1YP1 Uγ#ijC˳𻳌僳Z׌$7:4^Pa*ճ?xsس糐dԳ(<:A@?q|X=I{X +t곛6F  泔Is<ٚdQ=B׳mg ˳γ<nr2KHN`$糝%u#3/쨳CD, + $D{׳6곙Pೝӳ&K>dd*'q4볒t.ódN +ݳ]*<= +㳙s;VijGI,:aT鳝8w {pS⺳ʳ賝\+۳\<䳠2B[᳝kV|泟-ﳞ𳟢Z^ﳟQKL{lgE]|K,$˳ҳ[׳ne b7&ѳ`$4_%\ij[JxJ>>sfUQ]]䳤}쳤U '糤VƳ߳UIGwB>nhѳNY uF=F?dd7BFGfjdz;t2@!1峠{\ rUp]`ͳFt8 +y? (wγtIೢKV37ƳL˳:6mp۳#8S8_`-dD/DGcA8<. ݳ%V7WG3㳡ȳs7tyωEO䳣I)c= 6R!qj޳ճ~γ@0Bj䳣峤{5 ?h5Da᳤6b۠Ckqำ„H{\Գ$x8ͳMpJڹH,WeZ$c볤eJسwXoz^4ó" %ֳ8泤i#0  ³T`"LZhkuRr2yѳ?PG. +f Ƴ 6W!쳥6GaWF VdVp곥"U7 FV[G!Xd|qc⳥pݳz׳:{ fڳr^}n{~߳賥YxdzvCnv[ Wz[ح ŵ3W]U Ҭ.f ĬѼ$p*ĒP[^J +rtSc4 SV[Oj7C}DVF 8A\欕\Ʃ WXɬ 謀g}XNvv%~YVmNҵ,4 uDYӬ7Ջ7%+y}?ګۈ]]7~ȬJAƬ'ue +;6pŬ#1׬~\CNEPҫŠLuQu+F#2f"|׫cx9O{#)=(UPATm6#|ѫA'>gm_֫|b!7"W bwqbG̫:c{$ZQ&-(3g0dSXe9NsqѥbުΪuOL `Jͪ8D) +QIRFت"* -ҧ\9⿂K +``IiT&ʎ~P^.hFi ަQ^C%:qn4r8êRA +#ʄj4N[s)U2}5{܍NxҪۺqp s~c) qaQ[wê)Hީ&ǭ7񩏬j8PWa={"U [rɩARVrߩ)ΏD, \بuU=쬨j{ϩK1%"} NƞcoTĨ}>SUzD.(AҨy+dr2M= +hħ4O qcpPM6tɩpyG}* cީ%0}7~&Eɨf툨86Z*VΨ+gڨ益s㨏%ez\BSBMN|# ^؀`˞󧄣U[E1@\Ǩ]Cǧ}̉wlD:l7ȧ9SxD*o@ҧf 3Ob[ei)ѧ +$?[LqexzCNmX5$ nߏ2ia3;vKMr&=)φNpZELC,ަoIJ۾æN Ӧwߦ8 @^ᥟa:vL妖Цc>æ9@h +\YErycw?।ęC?IO)@*祹]" rh1U# Tߥ餒(Q+g0Ψ\稠v'bL,tߨK׿5G V;Ѩ -ƧxH`|X/cpߧ2rFmTfѧĪƧv^Ty9M +U /o$%NȦ5aytŦ`{b]Sx m@X%NHh 2쥭x4hY)#M~%mohՀ‰J^ V ΀|Z2+9* q3g٥[gL6𥑉K}2[ť4 V594ƥj$楐ua֤՗$}D"/P ۤҸq(2*ɳ](#+̣ (uPjx[P3z'=t 0Q!l w˄"6X("f"]"#be3ꄢLM2#֢\'y32 ("bF˟!a!"|"q˄"F"e#R"N[""#[#_#k#$v#W%[##j$ +_$$b$[0$LY7YJ|m' 곐֢x hfx󳔉ew> 7Ƴ1^$,ѳ'׳,pp_&|H~wR䳖p^U&hijH"lճ2f +oa{#ڳxujl򳝸ٳmvﳟճjwzسI˳ೠ90zóF; (;km%w: Fس>,ϳFó񀳠EnߖγYpe?z,&>峢zƳGж3sೣJƳݳ0v|)5jŚa9B2.Gﳞn峝+uj`~R(泟`(y8!:?\<7e.|lb嶳v=Cp쉳_峣!˳]K":׶; +ai᳣l`想#h6dUd +4J+ೣ̳|*ϳ*tBPгI-xzfC "`]eس$J`hD볤pt;LӳR!<߳uԳfkp糤 0춳 ݳv т*̳۳2ʳ(ݳAA9NسU۳h泣EBZHܳ!pJ&Ds;@7#~ϳO)㑳Dߍ>&6Jճ볤졳;6׳;5ի(; NܳmSC\8By(hdzγdz𤳤ЉY涳)#B1ųM"7{AnZ⳥Qh6`*{Wr䳥QTųomWtpA8 @q\`ijNӳ)ܳu]t:fy۳\py볥Y>ɳk}hBpBV{s8R诳m᳥*ʳ̳# ])(CCZ/IijE[\auqt[0oEn}}鳥᳥,[EPH賥^[ݳo>pг~b³t!xcVڳij}d񳥊ճ:ų곥ճ೥0"⳥T*{ҳG7k@ͳmƳ.'c³سn䳥᳥xd&r6Pd>)kS:N峥6޳⳥{y𳥯ﳥD^𳣦އѳA=o @೤j)o򳤲 ó啳GRw󳤒Q_Ӻ񇳤ͳɳa6㳥 1Eĵ☳ճ#l)=&J:HӳYK\LhسuX,NAN_=S(cnz-kXw I)7vdz峥)ͳij5W@T8KX(h³^=nųvDIQ][eu:o|ֳ{N泥ʳ&%D r%}#ͳ䳥 *ﳥ!=lw}XHMfis.{泥}x^᳥K\-䳥ճrE`y~峥<\⳥n-Ywk賥JY9Z@곥u/w[ixʳGGسٳfl鳥,񳥭1󳥮]⳥ڳy3ijjEcʳ쳥\4<鳥3ֳ$T_Eoҳȳ߳賥賥賥賥賥nƳy;ٳ򳥝 TEٳݳd m4سJ_쳥.ȳ𳥪(ѳ>ϳ^5h:u޳ P1snmT󳥯/Zϳ)nQG]س޳賥𳥰?X~ϳɳ賥ܳ賥賥賥ij賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥y߳0S8tʳ賥odzس賥賥ٳ賥賥賥賥賥賥賥ݳ賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥%1%B%b%:"x"$^$+>T#P$$1$s$_$'Bm#oQ$ }#ߨ#g#G#d}<#P("""R"P"G#^" #VG"," "f"" *Ye<*0]z*0)⧯*7a*[*;W)$)i)):))h3)`)w))y)> )Xj)%)0)n7)%)G)8) $G)(TK)#rR()(X("(>'p(R(\((x(?4)") ((((5(](J((*()((\X(9( ^i'!(C(o.(Z(.@(;(P7(  'Ԁ(*'''`'j'D''R(b([)(lq(0(!'P~(~')(;@c( ('C''l''j'<'pd''Bt['(H&t1'o&q'Y;'y')/,&k&o&aX&K&j'ۥ'`'_~'t't}'2q'5'k'ir'0'#?&'&z&D&?'+&,&$&&&4%3&B\&s&9&JWt&Ie&I& +%ǔ3%ͦ%'ZQi' &2&H&W&2'F''1z&s&&h&$&Pw&2%'&%D%m%nc%0r% ^%#K&% &%%pt%%X%ϰ'yv&'T&&0&7U&s&oG&g&q&&&O8&&-ϰ%J%%}%U%N%>S$r/%%E$͘% %`M%}%= +% $W$G@$$N$|$$n$ӵ#$ ,r#$`$ZN%$N$Dl$:^#2#请#k#J"#<"Ր"z""pRe"# +#-[" +<#"e"_""Q "$s;$-z${d7$~u#E#qe#0e#S($WR$h$5k###7#L#A# ""2f"""CG" +="=z"D"2"z"Q""A"."X_ "hF&r&WT&G&.W&da%q%%&MP& b& %ٹ%%t,%W%?%%t\-%HY%F$,$.($uxw$P$H@%$R$ =$R$j$ $K#T%%:%Y%!%|y %_%%) $$߀%j{%:%F%p$$/$[$r?$T$w?$$<$#Ȉj# #YQ$Z *$$ 5#ԯ-##{a##S$p#x`# #[p#^9# +#:2"#ȣ#xl<#T#M7#"ޜe# 2"q""[""^("","vz#D("g"Q"Ϙ##;#I<#Pb###.#TM#z#"X##$|#9z#!#3G#=J#0#iQ#s ##e#X#`#V#ķ#z$ӡ$J#u$Q$&D$Pi$M$H$D7$/賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥K賥ij賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賤SI賥賤⭳[O2س[CD3ݳ_3&鳥BdzMҳcZl:ZRKʳ`Be-uq~r賥賥賥賥賥賥賥賥賥賥m|ʳ賥賥賥賥賥賥賥賥8ڳRoų|t^{񳥗'_K³سƳ=̳~Ep +UeXóƳ|賥'#w.3ɳ1{HI"[;óMlVʳcڳ^mp{B\mkʳx⳥{ ]xڳ +7q`1m߳vγﳥ賥Xjȳ8j!I)IzT۳޳ѳTV񳥨8;u-)n&},b糥賥糥ɳDCWKYv,e~^-L⳥ɳ1!#%sm賥賥ճ,USVA񳥭ݳ糥Yhʳҳ|2ڳ䳥1&ܳm賥\I0𳥰WNl³賥г賥ó߳賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥۳Nﳥ%~R, b³ֳ賥賥賥賥賥Գ賥賥賥賥賥賥賥F۳γ賥ij㳥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥LGz( +oQiG癘 AQ32  =pp~[p9(zaG 8Q G [nt#=o M G? ! SG J< (!! !y2!=!< U !!I!!HX < p}o qz (B Y@lfep u &ٙ Tz * @J< ?!ə!@![!>|( բ # ޹ c!;!?!Q!B  !G l G< b:  2 l 9 AF!C !=!<(!Y !M$z!vf!>" K2 [  nǭ fh ( Ǝ!' |[ < ،!4>!-e!`!!]! !O!!!ܢ<"4&e":Q" +!e"A"G"l"3"##Q!;!!f"^!"NG"Uz"="z"\"c"O["(#=#~f#m-("(#`# #_]e#X#`#$ !#f;#-#a$s$D$aX$hd$6pfeG 6 3 G z z <8Q c ˄!!!X#z$,$0S$+$$$=%(4$"P$8$/&%0 %,\"%%%ό%%ٝ%q%8%Ȭ %u&I=&8&h%c&lm&&nt&ks&;&e['" ""#E$G#? #V#\z#7#Ky#8#$D%$m$um$:$%8<$$$A%Aj%%<%% p%2$c$Uo$[I$_$o%%YB%Krt$-%F% %V*%P%8%8%+R%FU%%X%%V&-9&1&%X&5&9&&n&+&_'E%4%d%i%%~& ;&#&v2%U&&;&*5&&z&&' &ro%&&'' ]I''HT'K/P'U' `'MK'PZ'' R'FY'޺(!&G&g&f&,'''T'Wt'lu'Y'[E'_I '''6'늝()t 'G'}'~($1("(i(le(g>('(o2A(rI( (((B()*{!f!O!mp!aQ!!)2!O(!ٙ!!!k&| v&e&c&p' +d' J'Mh%%V8%]&&&cW&g}&a&ɑ&lC&p&E&''S'Az& +&&v':h'7.'P'4'{ +'>'^'Ӂ'˔'(=(",(PZ{&'9'^!'G'D:'6%''R'J '('v'y'~(8R(b[(]y'(Q((W&(S(U(FA(8(Zb(h((Ls(=L)))UX%[%S%&%+&>C`&B&D&k&GJ|&Ky&&&O&s'%D&[&í&Q''W'cI'g&'M'!ۅ'l'qa''n''u(4?&S8&Y&걯',M'('vKz'{O ' '/9'2&'h'<'&(w((B;'(Z((;U(8 ((((>(a( ("B()G)!)=l''n'(.(,(u(yM((1R(}1(S((5s((z)2p(LF(ŧ(t).s),/&)o)r)=#)0+)t)w>)))$)H*()'))7s)4ޚ)z)})):+)))I)2))5*%))()*"{* z<*X&*Z*t*#מ*\>*_,/*K***uL+ '( +( z(IN(E¨(/(1(i(L(((y(|))#)I(l') +c) Y)B)?))~)\W)E.))))v)**.S(̈)0e)n)O5)L(k)))2m)R4))?)Ȓ)*i*/*7~)u*T**2X*0*l*oN*҇*5Y*s +*vz**t**m+))()*)*'*a*dRj*w~*, *g*i*K*3*q*α.+h**N*N+Y+&3+-:+.+c>++02+1+g +e+%+?+*{* +$*v++ ++ w+3+5v+kd+ +7_+9S+p+m+++œ+i)+U+w+(+++,4+\+S+,K,;,D,F`@,v賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥Գ賥賥賥ҳӳx賥賥賥賥賥賥賥γ賥賥賥ʳ̳kгrunv|>賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥Ƴ賥賥賥óZ賥賥賥賥賥糥峥賥㳥೥FPT𳥯鳥?J೥ٳ*49(ȳcg f_T\sen}!0A.K5$ +JZIسﳥ糥γڳóyO׳7q׳𳥖6泥ӳ@}|j賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥޳ܳ賥ٳ׳0賥賥賥賥賥Գҳ賥гγzv}&,޳"ijѳ߳賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥̳ʳ賥ȳƳie 賥賥賥賥賥ųó賥³\Yb`ia}[Tit qmzr`M{qijN)ܳJx9e<*If0bFbJM䳥곥J۳STrqE[ ԳͳӳGڳ$]4x0wYcϳV㳥U"@({Vzgq|}{ﳥiJjQP鳥/ӳhOȳNҳ-.ֳҳiy³x곥ef~M&L!*dK"I&ҳ(A0⳥, +N=ij` 鳤:qD쾳Mfh,.۳usp&۳spnt _$4$ȳqKd~3|Ex-/볣86I17ՈcT:Y5UM*.ϳ*Eƾ?ɳD곢؅:ೢC"ЫY#v쳠⭳ҳ4[(سT߳3^I' +fq''&{' +'\''n'. GA$7k!lѩ&8qO&hۥi$w'~<'V0'?'k>'/X' T& /&&&rI%0%&v&R %% M(YJT!F8VOT.):,PئȦPs8LE3$pTb% 9%@RB$̿aqFFA)&&}& I&^l&K&?C&*S%&-qW& +*%%p%@>%I%%J & -X%ʜs%2%+W$k$S%Խ$x=$g$voz#"pW#ϥ#GCڦ[EI}IS -M[0W<5ץT=(a{5 pf$H[/ CnJEZ/oJӥh!ޤDߥ}Tʾbw/PwswԤγG9-շoZ2_.21֣8-OˢHek%@`¹2}i֢eS(6)%1P)$)d3{nM"KBҤ¤K~@.㤌 o/:U+@7zzѣ鸣-+pȸQ̣[J)""+[#q}Q":ulѣ֣h4=.̡+L2J!hŽ""׸#jE"|"+2#lz#n#ـ#$2#kTe#ҫ#O$+/$.$P$ $ ","ɩ#|#3##lj$?JV#uz#H#8$8 $;$,$j$$B$#$^$$P*%>%<-;%)Q$T%9QI%6C%%%G%n&#$5\2$$A$g3$̦%38%/W%$%%,t%(I%?%%˂W%&XM%5%ӯ%ϴ&<& &r<&n&G&Q&&ie&dd & &'&Y"';/!"So" o#g#i"#Վ#)G$##e#:V#2$O$ $$$xV$)$'$ $ݝ$$%$e% \%w$Ƞ%1%%j%q/%%&h$$qS<$j m$ȿ$%}1%%\$% +X%%N+%U %~%X%%c%h;%&v&Y&H&AF&0%i&;zW&4M&}D&er&н&i'%}%R%&:&&_%&Y& & w&T&N!&gz&&+^&b')&#&u&{'2'7uC'm')' '.U{'8'xj'O' (@((;-&&&'W'$'qm'iI'' Y'aB'YX'P'(`'K'䕷(#'_('N'N{(/i(5(I_(z\(`()A(q(i'(|((d(O) M%%%&(%-i&(&*E&ʩ&~R&F\&&I[&zl&vՐ&x&' c' G'JI&' ' P^'P_['R'L''ݞ'M''Ie'ז<'((=(^x&'6''C'G.a''F`'`f'?'~~''?'\((}(O-h'h((ob(W([q((r(d(S((vs(j*()Bl):M)K'*(!d((d(gyv(m(((b(ͭ(P((),) })ZU(5)")!V)`")bY.)T)s)nq)]g)W)!)pg)*"* Zv*?G(܎)L)5)Sy)Wf)a)w)2)O`)'))){*6**2)p* W +*  *9*<*}w*y~r**6O*u#*pQ>*o***Զ+ 'Ó( >( (E(J6(,(((@((?([1())-!)8/(B)T) )Bz)G=)e))#)=tu)G)~) +.) m))ê*!;();(G#),)2I)w4)oD)S)' <)g +)^)A))[,)R* ))瘳)**ա*Rw*L*@*z*D)*='*} *y*O**)Q*)h**P*.*k$*e*N*&TI*__*Yw*6*`*B**.**.**MR++ s+37+/ +cRX+o+*+% +W[+]%+7+j+ +*|*+***+ V++Io*|+s+G+;I+B+{" ++qp++P++7++zL+i+#),f+3+̀@+ć+6,*,",,B gm}]賥2۳Ey賥س۳k /ReK[ﳥ_ Z볥᳥$q]@@B:{%滳鳳Og᳤k>oƳs% ߳< + +dzy;wUxe˳t곥va޳`[DMF"JcIdK곥)&Y糤\zw|igNNQ1qlT볥X:46 i!..ԳٳTճh ` Brh򥳤" w}2]?糤9ٜܳJq곤,lЛRFʳ`׳ !"ⳡ @#K곣U򳣡ֳ-ҳrmω9[XzI-3O b9O X3G%6%q%&.:&,q!&;&&f&/z&&&޻&B' q'GF'V&K' ''R'PSZ''rQ'R'T0' +'r'X'@(!M("(g$&6'Q'(9'Y$'XN'n'>''Z'o'':'(%(&(m''(#(% (k(iң(5(j(ꪉ(l$(((ZZ(*R)$)%֟)f'N(k(M(cP(`d((U((e(!('((~v){')!r)_\(6e)Ƈ))Z)W))n)͢)]')&b))*)F* **o*@Q (ߴ)")#S)cC)ao})0g)y))d)))ω)׃%*U*?$*F)+**A?*Cٺ*B+{***W*EU* }**O***K+4'L(' ('K(o(n(4((`(o(1(c(}()')&)g(6)&|)&)g;)g)4))ڏd)h)4))k)F*u**I(%)&X)& =)f,)g\),)E)@@)e))) +)Rp**O*FC)**yB*H*HF*Ğ**1_*G(**h***Y*N+)&****He*G* *A**H*P*˴*p*)**2+v***+++H+I+++Jt+J;+Uh++\8+ҧ+׃*t*Hu*-++T+K@+Jx+pk+@W+J+I+ +0+(+:K++{++ +:+, +,,,L+נ ,W,n,+,,a,W,WR,`)(#* 3* *<1*9*y>*|{**>P*~=**.c*l*C* +=*]**_+;+e+;Mz+=Fl+u}+M+?8+A+yn+wv+ +a+*)*7*8\+++B+D+~P+&P+F*$+G++)+_+Β+ӌJ+|%F++\#+q9+η,-,,&B_+,o,l,(,',Qh,R܏,+rK+c++:+b=++P, +,J,,#5,"=e,Ky,L,~G`, ,G|,Ik,zx.,x,7,,H,|Z',ț,_,^, ,g,E- &,$#,NE,Oޗ,,C,,7,,,,Y,or,ü,r4,,-},k,H,v---+j-,[-N-:---.-P-OY;-v-v-wƉ-QB+@+ԕ+c++,߳,,*+3,/G,,,-,+p,VZ,WX,_,),T14,U^0,w,p,t,a,+,,0,, ,1W,\, |-1,,aZ,W,Wb,!,,R,,,T,,m,,> +,n,-)k,ʲ,, -C-qJ-3ɂ-4jj-W-!5-4-42-X&-X-p-VE-y,H,3,A-O-ld-/-1-Smv- -2 -2g-U-T-|-~F-P-RD-yk-{{-K-JJ---_c-Gb-O-Y--U-IJ-m-M. U-W-)-}Q-%-E-#t-T-҆--i.-Q-c- P-d-R .r@-(-K-Y.ͩ..&'.'.C.!5.)T^.+ e.G.Et.fVG.h.g)ih***C;*EgT**g6*:*Ah**/*u)*~&*U*'+k**ޱ*c+d+l+HE+G.+!+!+E^r+C3+}=*+x++ +ж* **ܲ@++<+z+K++?.+-,2,2i,#$+}+;0+,, ,Ik,E,,v+ ++e+E+Ԟ+E,r,,*KT+ܪ,,o,'\,(,S,Qϕ,,+I,Vs,UZ,,r,,(],ɯI,T,,,,mR,,#-,%i,Om,L,~M,3(,j,Z,6,{ +,qH,,-,N,, +- /,ijH,w,e-s-0L-0-. -Rm-`-,R-)w4-L9-O-y-u -+h+ W+++,D+p+v,b++"+M,h,,8,3v,_,i,A,=a,l#,qn,,HD,],f1/,,p,,,-,,Z\, +f,-,(.a,Q,X,b,,Z,J ,z;,pD,n,,h,,,@,v$,ʃ,è ,,{-9---,3G- + -S- -'0-HP-?@-e,@,,y-0- =-&1-"-C--s--9-?-eg-^-i?-HUW-p$-kHJ--)-Ͱ-$Y-l-M--I-B-w-Μ-.-3-WH-PX-y*-)v-()-D--oh--f---ɣ^-C<---ڣ_-t-5*.R...0-j.....(.H<.=W .`[,ʎ,5,D/-v--4-4gS-X-n-3-2bt-V-Wˮ- +-e--X-{-e!--Ӽ--W-E-:-S--p-ם-F-.-T-~-|M-c-+--}->--|--F---.<-֫--.. .1.0.P..0(y..d.O .P}.vj.uH*.--J-c.<..,..P.K-../.0.O.M.q .sq..Ie.k.nV.%.p.d.[G.C.}.xX.T.7.J. +./1.P.uK.v\6...#. ..V.:. +.$.]q..L/qd.IJt..|F//Wp/;Q/"//j/u//E/3/1/H/K/bV-̴6--b.p.ڇ.,..(.I. +.$. =.>˾.Dh.i.c#..LL.rӠ.n9... -..i..A.il.c..o.)/A.8>.[F~.RCU.y׉.e. .7*.c.m9..KK.6.*t.ËL..Ռu.Y.3.θ1.Qu.|/Y/ +3/"M././//}//_/"}/7b!.b.Ӿ.//K/o/zV/4//-|//m///3/K/H;/a/4/L=/L/eU/dw/{̙/}|/R/d/}b/z/>/ 4////*:`/Bo@/:/Rn/[\/t/k H/ /FD^/]s/L/ao/t/!/u/_/?/]/±///n/ +///(//_//a/x/CEWTﳥ󳥯NHZ쳥D@JQ峥۳ѳa󳥪/᳥곥ʳ򳥞{Dӳ̳ųճó}eR3۳:~ҳ~>~vm6lUl6ӳnKXҳo'nWܳ޳ppoYCZ#=;-X:ͳ9/곤:~볥n!mVuW8ڳ8+U泥76[ V <+γ˳߼Wb` 볤a^dz\ⳤ g9 u賥>Is}v볣zQV~y{go+۳vgcPc;^t\Qa`hk b 'n*m"mz/i)1/賢"{'޳jVճp B. ;wu|>) !oƳ5u[8̳h~Mw30MfK荒x3W.JI0U\w³ӳ鳓‡e9Wa>(~m * 峅O1|H~#nܳT4UqBp'^܊`ѳKiRӳ낳άӳ9#b8dzpq ;\jYJѳ) +-;ʳPdZ\<賒zij[L\PKJųi +-ƳlޙEԨ[xBN᳏㳋ҳ|ȳW~𵳆D{Hhys!Գw4+f뱳7ų#6Xcut9^ʳnҳy^ųwfhDWBsObs d0PX9&,Smʳ<,@关'# N{lS³o^gZDI2&ybN)iT;$>/7*r%pk,!㾲ײ.鲇'Iӡ:0o45sBa5~0 @s2/4ܷ?erI_zL{&kO{c|?سmla?Zճ[ݳF>kZZFE-AE@|--hREf-i-j7ò;R.em\ҳ]5GʳF׳/[0<Iv*14LI%dzzٲu&E1 a1Z1 223ZD1/ Ww11_2m2-3 +0X 2yI2&2a2ng3E#3I33vZ3OL3W 3@3H3d3m3$1M2n2ʏ3n3K3]3cg333f73f33 +3Ӽ3 43353ѱ4M4f4&<4"$4D44$N4%Ƴ4(_4K$o4H4h˸4m 4U˳+)hDH!2g0ꍲc#Q|p!ޱȯp 2j 2E<2藧1B2/2N393|X3cn3Z3h23P;3Es333R3ĒT3s2 1,2s2d373.3q]T2cm3n273:[3UB33ߒ33 3W3rg3`34G44/3̇4B344 X4Bե4/<4P3"3V3ӂg434 "f4)s 4(4L44%x4r_4C4J4nR|4h44L-4ol4pA44943C4X44b4ͫ4v4"4444ɂ&4;g4_4U!+4y4044h4 4d4Z4p44e44f4r4N444444,T4ҡz44*444̎4Ϧ4H4 Xz@K +<-ŽhQAG' +=\(c?\(MGF W +=ozQL=o8Q ,d\(QkP = L * fe  - QQ % ~W  z  w 賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥 = 6( ǭ z^ }p!_[ R ^ 2!&W ! +O[!H!Q!k(!D!2!(!!s" !m!= ![ !<1G!d! !?!(!!r&y%ק&&&\&]"&%j%ý%%?j&@I&5_&,T&K$E9$$$/$rr% +%K(%=f%T$5$Un$%!]%&>%dN%7%xÌ%h%%T~%m&!H&so &&d3%͹%K %&%盉&s&^T&&_u'3-'C')'pƒ'(IkA'(!$p&c'F&n''(x'()'9_'#()nK(W(>)Ye)_k),Ho)n(RF((*X())[1H(ڽI)._j&q'jO&X''aģ'F'Dw'&&콤&~&K'0A'3'#O'o( vV(^'(7y(s) ($( '& ('T((on({k(J(̛$<%%r%,<%L% %dۆ%%M%A0%$x%Y%"%%[%(%^%0%D&y&(!3&e&3&q%0&%&!u{&BM&m&So&%9yF%t%OX%8q%T%+%0% ;%gW%t%T%%Ń&A%& F&i>&1&u&C;u&f&5&| +&2F&& &VL&6ZY&j&&k}&&&&.&c&>'?'_''V&&&iv&'zy'TF+' 0#'V'''4'o(0_((|0(f''̰''(&(N(-(?!&é&&%'t'')'\ѝ'0'fT&u'`&Z#'QC'<5w'rz'H'bz'':'p'Gf(X(5#((/''hJ'[ '(=(.((0"ݙ"9F#,# +#?#m#P# #z#V G#l##Rp##rF##f#ݎ$!$]#A$9#$)$N$U$e $|V$ +R$;5$$N$}$/{$'$_$$;=$B8%%$1%XD%5%n &$ɣ%n$<%$x%F%Cw%Xc%$'8$bS$60$u$$'$W$b$D$ؘ$TU $V$DI$$n'$%$N%2%>%@%jR%|%}}%l%\%O%(%]%b%k_%6%$c($$$C%˙$"H%$6$%$N%q%35%k2%>&K%yc% %g%%G%H4N% %Q%!%%݀Z%g%$[%&O %,%2%Zl%|%b:%%L%%t%(%iH%%n%Z_%İ%%&Uj%`%%'%ʄ%d&&/ &);%5%%%ֿ& &7U&1&F&G&&Yi&"&l&V&&&kс&8&~&M&&SC&4'v%F&z%8& && &V"&2&e?%&%{&&>@&t4&J&d&&J&;&C&ɿ' &P'|&&d&&Нz&m'?p''%'z')'Q'5H'V9'bg'e' F'c'Bt'$'O'u'3'\''H's'0'gS( (3B(G(9<'я'p'N((S(@((Gd'/u'] ':r'jU4'c'J'''E'wW0'O)''kU'D''A'C('㜧( Jm('p(OY(.(X>['('S((6jB(`s(=z,(hl&>&&m&o&/l&UЋ&f&`~&&&7p2&y&>ǥ&jq<&'&s~&&NU&SQ&x&]' +Fw'-'i'56&E&,&t&K'\';i''A&"&ET\&]&JL&{&&.&&"&O&%&S>&7&&&m&ɱ&&Ρ''61'F''"'J=&|a'&-u'('%A'M'&'O'Y'ө'b'@'/'Ѩ'|'F'j'''qӂ'<'1'K''j((i(($h(C(o(I(u( w()J( (,b(N_C(zԕ(Q(~a'w''|' N'-'陝'n'S'X''0'''}n''()(.({(/(T$D('?(T(;(ѡ(/1( @(.g(T2(~(QQ({3賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥೥賥ճ賥賥賥賥䳥ʳ۳賥賥賥賥۳᳥賥賥賥賥䳥㳥z/GHZͳ񳥯򳥯;賥賥賥賥߳ٳ賥賥賥㳥гƳcd l_S ⳥Yճѳ)wW8峥P\wӳYy)IiC=C}vYi4x볥j|h2ֳ⳥ڳSW ų4Qճ*v d+Vt-Iʳ賥س糥̳ܳг~Eq3䳥p\F +ʳP+ųiSu>a(0鳥ȳZͳ߳}-_೥쳥̳䳥гų䳥mԳ0,Sʳ2uhZ%Tm)6[гڳ󳥫?t;dCس賥nAֳ賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥⳥ѳdz賥ڳ賥ѳ賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥㳥ɳܳճϳ}賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥㳥賥޳賥賥賥賥賥ٳ賥Գȳórg^S賥賥賥賥賥г賥̳賥賥賥賥賥ɳ賥賥L|Fv@qسsE`س +:gb⳥rͳ" q F<02%ݳѳ}l쳥ȳ +볥гoSxų\۳N˳C<:s(^tT\0L BG;*uӳγU:{Adȳp;)&HJӳﳥ峥cCسγ6;dݳZTW޳oK賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥%s%%]%0&:M%S&g%%b &z%I&D% .&&1%&'&U&)%&Ws&o&&&V&)y&W&(&U&}&&ہ&5M&֤':&Լ'2'',"'OT'&'N2"&նE'&M'L'% 'K'"ei'Gm&'H&S&$ʷ&O&C&&&&!uP&KV&`&E&~&&w&{&Ϝ1'&ʵ +&''B"''<&Ĭ&l&u&/''5'l'P~','&'mb'~)'''['%''zGQ''tI'A';'' c'~(cj(+( ('(N(uƐ(H(n(z("(&(<(A(e6(9([i'm'a'elQ'ެ'y' +Q'<#'S'['s'P'zt''`'''9Q(kx'( jG(0(O(&(C9'('I'*($(5.(w('&&?9T&Rp&8&nD&&d&+&0|&(+&Zz`&c&P&~&&ވM&<&E'h'#n' +6'?+&EA&DŽ &!&w&'^&N'q-&EQ&qm&;&ci&2h&W&Lm&L&ɦ&fp&K&&ul&ÖM&&`N&V&t&&5&&`N&9'E 'k'8%'[@'$1'9'-*'H(','K's'<~'p>1'ś'\ox'' +'B1'n'(w(*(]']( w''H#'''k8''\''-',O''>'In'iN'7'TDU&'.&fD'q'''A%F'1'0''''s'a0'' K'';']/j'{b'JH'e' 'j'9';&D {&=z&h9&$&_ؚ&7p&vG&A&͠&&Z-U&~&X@&{C &&u&:&R$&Y&|T&_k&j&&&&n&&H&wu&}&$&2&& T&,t&'6'$R]':$'$&Tl&$&&g4'u7''I'';'U'2k'L4w'pck'N'fݱ'8'.@'IC'0c\'Nfs'fu'z'o2'&GB&&/&'9'Q,'x'!&KP&f&z'S['a','H':G'75'Y'B'j`'5i'W']J'$'Q'c'c' ' ':_'d't&*&J&w#&̨`&(&&&|&U,''w'cH''%' '7%'2k'J/&휄' N'M';'&'I'4'Z[' '%8'Z'5'D'l'U3'~'w +''''w'J'N'WS' '$'-'y'm''ހj('+'G8'='Y'h 'Q'{''Pa'm'e*''49':'l'c'ԅ'H's'^'8(Z'('W'ɺ''˃'('B'T7賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥n9l6賥賥賥l5l6賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥m8賥;賥賥賥賥賥?賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥7459<=8< +ESI+]J?Iͳ +ijV߳d𳥮#i6yqOkʳѳڳ󳥥X߳³泥LֳfD[ܳسBMCuɳ"ݳI!bdz8ӳA̳g-ٳԳ"Bk䳥:𳥨- RN"e1fx2[곥ij{* G*^)"\*/*+ c*_A*ر)* +b)ra)*Y* *+a*RD+V9+_+({++p,@+W,+E+L;*Ћ+ ++k+vY+Z)\ )y)1C)m* *T)M[*'):)_d()6O)*z)@)փ*W*%*"*ǒ+A+9B+z+g*Mh*ƣ*$3*zg*+6@*F+5,|, ',eB,I-"-oF,P-+XE+X+d,,ag+,0--CQ,V-]--ɯ-\-!D, ,,(, -,-w-Pd-A6(z)?(bh()d1)v)=)~((j~(() )m) +)I *{*H)L*! *9 *.*q*&)Xb*,@))؊*C4*{*M*jc(z%k((mʽ(T(R)/^t(@)(gH>(Z(eT(}(ų)W)(&)w){k)a)[)**?Y)*:K)C)))37)s)*r)W)+*+~++H++, +t++s;* +**P+i+f+9W+ ,J^,,,eݼ,Ӛ-PV,c,Ev+J,4g+v, $,F,e,J*r *!?\*a*+ d*k*T*+}+ڰ+tb+j,jf,`Q+ɳ,/+Cuj++F+]I+, +P+FN./.\./8f/ +/W/IÂ.h& ..60.j. /{.'=.//xy/k/40#0[R00-5/[/#/,E/klq/0~ //֤.Wv.J)-6.x.r%.^.].-- s-#-.-x.p\.~.;/;/86./%/zxG/d/D /].G.C.N.~/>u/M./ o0`0ڄ0g/001&0106'"0q'+000=0[D0Ny0x01V11)e{1Y?^1J1Q10(1az1Np1*0B1 i1YF1W1*UU1V/02/;/g0B0}Ȝ0iX0FC///QL/U/c/0{/֓/:0ϒ0ѻ0A01(1'0ϚD10G&:0~=0q0E%0^u060z#V0 8-V-;C-'4-k-R.z[----7~,q^-h-G--F-`.Ip.dV..Uy..u.O.-.% -^.._.7.,>.gQ,N,,wI,-P-T,~d-$o,A.B,m,O,Qu,,G*,h#,ũ-p-D-aR-t.d.2FC-ͅ. -.-k{P-Z-5U- -Ҕ-r_-p +/&/[7//)D/a#/./]d/.5/.}./+6/]/ɫ/*j/z0T//`0AM0rx0Q0:/g/O/Z//0//Nm/.lI.H.5|<.n1X.^/... .6HG-Q. 4:.lظ..4u.h2/'}/T.Ր/"7///K/~.".../ՙ/@.t/(f (l(k-(e((=(T((qq((y(~x(/( ([(y)'s)_]7) x)Q )$)˘)))k)Gb)t)A+)g))u;j)~(`((T\( +(Ÿ((((Β(((((E(A()&3)=l)M3);Z)l)V)f):)):M))9E)b<))_)* *?kM)=*%_3*c[*x*`*j),*t)ɰ**B=$*Y*+*a.g*ž+2*ҙ++w++G99+<*4*Tm*;*+!+\++2)7))`)-*<*E* -*0))y)68)Ů**  )Ry**}*g*aeR**ݝl+m*?*c*HR*|]*4L*^}* y*=* +*(((07(E()5(})(((Y(}(p)d(h).))9/C))8QG)]T;)")Z)Lq)D)6٢)$)4)WF1)|8)S;)v (X(S((R(ڬ/).7(t(((iM(j0(S(Ժ=(Dz(ρ*(1)e)1a]))-.)NCX)n)HH )fm)")') oT)!Z)AH)]%)9Tc)R)U)))")*˒)t)p)))g)i)!)TZ)u])8*#*GC*;*3>*r*Q*V** +`*"}t)**?*bs*+*G6))M))jb)}) ))Z){))n)e)$)l)p)ʰ)s-*)ڠ)*Q*0* *x))l_)C))3** S)1^)+,#]+?,,`,-,/V +,mC+++o+ , HK,9&+,n,}- ,WY, -:s-w3z- +U-=,x),,@t,F*,rh-,d,s+B +++h+O+#+p++g+ +(*ߊ+ +?+ZO+]+0-+aoS,B,E2!+鬈,,Q-,-,F>,+)+x+=+H,)c,E<+],--31-x C-si. U .0Fl-}.-<-uJ--:-q-ϯ-n-4&.`W..) .U..m.B.-. D-\-.H.w.R.8[,Z- ,aZ,j-4e-e--,,|,_,@9,s^,̹u-,, -_%-y-X5s--߻0. ~Y-x-=-!Q-H,-|-w_U-;%-7,-_8***X*:+ޅ+4}*TO+*$*o*i*z**mH**+dKC+]Z+5+bl+o+9+++4++2*貘+ r+[++*vC+O*K;a*j!*1*I`*E*@t*ej *at**-* Ry*4*B6r*YW*%*6#[*^**k*O+W=+*fN**u1*t*Hu*^a*[R**w*9,,7+ݴ6, +,f,,,,V5+ $+ +~+z,,+:+鄻,ŧ,~\,M5,--$",SD,W9,B,nP+,,-q,, ,RM`,}Wt+?[+gd+P+*@+o+-+L+vV*2**q}*]+{.+/d***6+0+$+n+,P,5+S,&+Q"+{+B+-l5+7++O+y)! t㳤C׳PiL*$'C +Y $~.S೟cWHǏ񾳠ZelUX+h Cꀳ᳥ [tWγ~XfE+EB ϳs峤b}Pw*b賤?*Ɠi +E.jBh][ѳb޳$dzx]e%㳙a޳b&4 +|R޳;2~1Pkm³AU^q[Q0iͲݽ~쳠?"ȳd0 ANӳLt\uҳ^䳛+)TuɸPNYOi7Aѳ :)~_hXvC)ʳr6{V+ cpA(ֳ鳥nRgv>_T6.v6{ӳq鳣(Ƴ볥= qK@T[wii |nhܳpX%ԳTɳڳu:xL糥$X8W̓a^EϳgPo쮳/ɳȳDKֳ\NXwijӳs'ET +泡Y=ܳv+`³MNh㳝(߳pA[M~I $鳣dгU³E).оN고<550(h45 +|z1!z33R2qi343:zS:D$f 2@'YiX44T93724I48%4 + 4bȋ4=3T!32Ѥ3t4 1e4rR3ݢ4-5`5_D5d5Ӵ6%f6Yn6nU6*R5ke559G5v5W6P55Ӏ6Pg6-I6\Y66-7(o6O6]6-#6^6 r6-666]6555? +45+5|`55El5q4~4JN4~384^5B'5G4ߌ5G5Ւ6 =5OG5@:6-6Z6S6*N58$5p 5H@5&5e6j5e5lGVuɳdóŲr;Rﳈsyų嘳\1$#_?h 89XTwx: `}UyGAӳ@c&F213.p&1G3w835h2E3Q:k%'<0{2$4Ns#]OB{'mf_w@ȳ\9ahm靳Lҳ/lV Y‹P: `wr%ݦj_Gi\z hV\v+ +.bR'޳Vг$0yQ䳣^("vpyⳡQK.}+3+㳣ѳ;l XVd<Xw~yQT(B}`R҂鑳ؕ>ֳ 곣𺳣85㳤 TW۳M̞3nﳤNȳ'zmN볜O³,MCQ?`F=I2B;22Q2cI0ÿ0U0g00(1 L0%e0ҭ401<0ZaU0 0&000JN0t|1%?1D0_101h110ҩ1Nj$0r0X0E0/1A1q0(*0L/Χ/WR/D/009P@/20 ^/m}//31}/Z/*/G//:T0]00&=0D0-0q0f.y0[/0/dz/0,Y0GN/00i1A1(1nʐ11͑1ڈ1|Z1141ND1+11jU11/1E4T22vi1/1׬2e2+121x1|1Z1p1a1֦1Ar1T0̍^0P0g0G1110&A00dS0n0)0@"00.0Wb0on\1#120!1~?1B1Q31r1X0z0f0800g)00~0m33߂53x3Y3f4 h3I3ĉw3t/73Y3:3I3b33Wt.3d4q4W4 O3*3aa44$3R3圍333o|3yr3Y33?33]!3@2j2d3#v3,&235x2G2w2u2gZ2΅2rc212343;{33 e3@3DB3C3{2˨27212O22٬%2g2K4Š4#3B3&4643P3.XY/2s/K/P/tY/CS/C/'/%/C/4.H/f4/Q\9/p/v/0N.'.JH->d..r.P.2m.S4-Y-[--.=.-F8-m..#I.w"../.BV.9z.5&L.QH..-.p.b..b.F+X/D0 /g/0ޥ00;/c0 /S/W/G/`3/,/n/y(/0AK0R 0 MY090b30q!&0$0IE/&/ޤ{/a/n0 /0'`/0 +//#S.N).!,/5/F/ l/%...^z..ى/f..G/x/Y/Mk/~]N/=/ //`/*/Q~/ ԩ/+~/b/q/QSm/|b-EO-le-5-,i-P--K7-oK,`,,[,-O-,,<1,- -\#--ى-ڰ.-4Z--H(-e@--<-?-M-uϽ-,Y9.,a,*3,6ݝ,,,WGU, +I,p++9f,-,i, ,;,-(,,-H-KK-# +-QH,,,yh},й-c-),ĭ-.7.j^.n.@4..).r.a-_.-6.2.F,j.vK.!Gf.H~.-y/ .!./*/M/ +b/&Տ.B$.:.v..4/..پ---O-ͩ-.W."G-K.*-X-5--#-Z;--`-j-|S.G}.r. .CIP...k4m.P..x-'j-.0*0o0L0Ո0 1n0c40π0?:0[H0W[0kh0Y0q0}K01 +1cd0ݴ)01`1'0k00Ȩ0w0S0m00Î0}0/t5/uq/Fj9/i/!/%P/?/P2/ B/7F837ͱ7SG7_7w7-7ð77#5N5z5V%5}6(64$5S6 q5f 55/:g5W55ќ5y5k6Xv?66#6B666e՝6[53655ߗ)6.q6KJ66Y5"5#^494o(5G]}5o5+55D444JDM4C45g4o4l5A55Xg5~555o@5r5!r5>A4޺5n5`TE55&5?i669667766 K6ja6616J`6y666d6X7(i7;6u7 7K7_Q87r7&f6S6.666{6$666666QJ5F5ID6+3`6>6X6\55_5\~r5yC{55ө5ٺ56U6g 6I6,}D6}?66:]6HB5zK5׸5_5D)6 +_B655-99 h88|99!w88? +8Z8*8p8J8P8L88{9+91G9o9S979;F9 TJ98g88I8{"8Yk8ۊ8!8888Dz8 =f8O8QXo8^88(x7Ҹ67{77)7;7).7Bs7I8i,_8qHy80e858wF8|) 8::8=:8G8&787M8 +8 7>79@<19B;99B9BXw9?9?9T8i8૾8l.88w~83e88P?9;S97D9%9 +:919)9^98a888>80]88{8Ɯ38}8}P8>8=8{e(8vI8;`8Nп8 :8 7.7J388.8u8!88_8c8v8E58]8_808>8K_8 /8*8[D8f/84G8?7q'7~S727?Nk7&7 7He7Q,7P7 D!6o/6=7537m6C677H7X$7_&7n7Z7a֦7s7 d7$ 6r7z7=7W7W74p646r6Wi6a8p6656j466^6#H5U6 +*u6C6f 6"6Ara6Ì6j6C67716S63v6|66aW6I6u6˥/667m7w#7"g7,77 p77/7v7S7J7cߖ77+b7zW78)8 \-77P8s8W7w8777777Ч777{7(c7^T{%X3]8323 \3O3z3S)3^1*227ޘ0\5"!57U45P5NN5de55'4C[4I4gm'44.4445z556ǘ5F55g5VqS5c5ٺ544#u515Xq5A54t%44003F34M=4e?3>42 34O3h22#33p94 =3~/3l4H4 4r4 4"5[4ɩ +4<4:4w04 O4>Ë4i4DZX4v4@tq̳d@ijIoPq;qh\c³.h쳑S53Oݳ-% R%@Dz-/ *s:ڳf\KHxEԳH{$6E`^ӳA! p`愳d/*˳<ܳ /D^P -^Bi2r`a+cr֯Zfo"M T/NԳ$Tr?ճ資\ܱT2ojQȰN332T3)вD#\f}F0!22̲gX;0_3l4 ?33H4<@4qt4 46R3.D3263&Y34{g3E*3Iҳ;l +!V˳8fR_ê.㊳l8ųT]5~[`jճ7i +T*80_ۘ2Gl6T\33p;2vk3|$ѱZ20S\R5s5\{55.6I656K55W5X95i5)55/56:-6X#6YM60*6tV6;R6G.6a565Ea5|6#k68686G52m5U)55,65z4$5R5Lb5m4[544V5&x]5@5wz5\5Қ555+5 *5e5u5Úd5^'5|Hf54.5K@55H5ez5}t6w66z96 66ƃ]6^6k6K6``6%F656rB6b6C6S&66666酾646566ڇ66__Z6h66no6qZ6v6665y~5C6`6* 6)6 rA5%&5)R) )d)))/?i)B) M*)4>o)y~)R8)hM))g4)X)s))Y(`)q)Kf)f)6)N)4)(1(J((6(fb(C((M(g^(;(!'[((5(JƓ(v(.w((Z(u(26(:((a)( (`:(x(>(OJ((>(a(x8>'J'J''_{("(>''k'm'{f'Y''f'7'!'΀'( (&q''(0"(>Q' +|(?'''c'ZM''Տ'Vu&()~4(X(⻤)\)%0))((Ÿ(J( L(R)9((;)>e)Z)07)O9N){$))s:)~k) )AxU)`#)0u)h])yL)X)(S&(u(>(&^(TA(W(Sf(''%7c%ړ'q (6&읟'()u()qD)DŪ)rق)+F)Yjy(oI(P('(5) ):(])) *1)o)*(*)M*S)^) k)Mq)¬))/)̎)"U*%{*2* * *A*R**!7T)i)E)ؓ)?))8))~)#) ))))))Ð)x)2`)l)U))Ē))`)ʹ)~)Ż)7K)\)){t))2)j){|)p)v)))N*g\***Je*6P***G=h*_q)*q)')f**]()1)*TG*H**2+ +(O**+)*#vA*?) **}*Ī*FD*))9)j){2))s)N)2&)-E)l)))a)0)L)(\^)me))<=)x*] *[XC)#*!)V)-2T(()%O))H=)`)-)rc)))ï)j)ư)Ҝ) ))G)Zf))Ӌ)v)Ͽ))ϲ )׾e))d{)g<)cs)L)).))ї)p))„})Y<),)z)C).Q)))v))h))C)t)))i)v)M)?)1#))PB)x)k)f)K))f)))-))lk)N)\?x)ւ)X`)())(Mv)'7)S׷)')L3)hW(W) ((k((h0&(q=[)px)3g(Γ%)?(P(=(C(1( +)W(j'(Fi))@)o)1)(w(($)W ))4O2# T.N:'o%()F 'p%((d(9M(r0,K'䧦4'ӛ(>'(3'GK@~/J\_^P2̨Z#槹ǨP-6Ejܨ{h%N=䚧ApڨVL'ݠ5^!'q4ϼ7ըq&bv%N&((b(( ϋ(#( _y(-c(2(()2(o(,(7(=(;p;(B7k(D'(*n.(,'c'"'֡'%(8('(>x(/n('(t'NK($(+[(|V(&"H(94(?-(1(7 +"(s(!(E((&() ((#(<<(/(4T((('ׅ(ԣ'z#(&)( f(;( ( +'''Hq%#&ԧXmᧂާ"6'JR%'' )˧DMI%T "K>k ^Rl%(~&7%w݇Y/+1ԜT&qO&xr'7 'YI'N'&%'%)&>'{'<1'`O'F'C\'gv'J@'CcJ&m0&U&&&z&V&&K&(&& +L&&`&_)%)S7) ?)2 +)x)l{)R)fcf()( (/)-|)>l) ټ))1))jѤ)`1)o`/)KFy)I)*Z)BU)9)2)ib)&~) d)_(@(nq(Oi((1( (ۧ((B('n(E-`'F(q(((CAn(`.((( (;(ɗ(.(((((h(_(([̥(ILG(*#)!2( )!((S(N((-(b((2(|(b(](7q''w''˟G'ui''˱'Q't'ٽ'ES'x'S'@'R (&Y'(Y(Sq(_=('(ik'RW'6'Z(/,(F( 'Ϫ'3'rA'!'D'\<&_'2~&;Y&&&X&'&&&&L&L o&&&'no''=G'(/(+'樂(C'$''q*'k''f'^'C}(2(,x( +e((݇(b''Ѕ_'d'%T'W~'VY''Ъ'b'o'd'L'}p'47'u'n'N'\' "'^&c ' +A'.|<'5'r'љ'R0''^"'Tq'q{'S:='BEO'*'4'+Y'Y' +'' &&'2'#'>' 'n'!5'B]7'g'~'U'ZY'.!'u&'S&&˻c&n& r&R.&%%m\%&1&;#&7&'G%ɇ%%e %!'17'='&C&&& &?&eS&&&&&e!&y&?M&a&&&Bg&%V%A%=3%ie|&&LA% & %!)%W%Q7%%9$3Om~ҳԳƳų>㳥wp곥z;shS`#lc쳥|쳥v`γyph^sҳmnɳ3ڳ(𳥍ڳ󳥂ϳ}qwbq賥{ijvѳzrW%L[S6B8I@ +`곥Y e߳^⳥PGdzWlOM, %6, 泥 >ֳ6*F>_,"5۳-NkAd3pi]uVQc)[upoʳztݳhanͳf³MET=K=/4B9ճYQ^UtF6ӳ9賥˳𳥕H%|_ϳ=𳥢ws6쳥ѳ{f㳥W-%Ƴ೥㳥zWRt lԳyr+z]x#fcjY h]OLϳ@.PpA볥nb!u1hnTZDYIt$ó)ﳥa 󳥭}}=賥=&LHP$]og?泥R>Vh'wno QD߳cKJ1 z+i߳~AoO`)2%泥3$ֳ +Eӳ5%9a(ҳ\ {'賥g' HcFn)⳥ͳ.?(/HL9t!),W TaE-aO5+˳A19m̳ `!4`,=',64:G8!G1CóR峥>Xܳ?gZr^㳥tAf[jE^Pu)˳v u JBbaC򳥏tó$JpbQQ᳥gy8ij}@ Zsncճuг³ .dzgbӳʳx򳥨c泥S³T HvjﳥJ賥c~ٳx賥峥賥p#Hdȳ3l!3g&Sس˳𳥰賥Ys⳥Eٳis iiQD賥׳tQTM߳*{oR[KC- س᳥z:ܳ@{ֳ쳥ݳ˳a`dzų೥糥)˳waɳ ﳥf2FO೥X޳ij8س鳥^ӳгo򳥪k5VqaM׳ϳԳo# Q sTIa'ֳ9n22賥賥x4@hҳгl[cwDgN^F5[賥UWutMiecvqD"HSW^Q^ϳ_Gj}a̳d᳥orlquówdzYS5Zs|F[x/6{}ڳ<׳㳥ٳx/|nY}wrjxPsX곥oE⳥ +e6_ 򳥭ѳn'򳥠1 m@쳥곥)^e鳥<+F޳Ƴ+賥󳥝ZJ𳥬6I㳥WK|Fy9볥೥cس򳥧[ӳe6j³$곥ٳ೥9%xtʳճa䳥곥vԳֳv峥tc +^dv9(۳oسKd2u'SB}ֳJXj󳥮Գ2bh峥_ϳʳ8|U)u+k=q++7R1+D+޷l,SA+ʭ+5+ +H*[y+v++Q+[+v,H0W,,w,R{,/,R,,G|+,'+,,YA,+,,T,]T*(**{*kX++a+l:+1+9*>*]**]=*оo+X**ct+r+b+z+,,.!+, +DM++bv+JU+f+פ+s+Pa- H1-/,b- ^-Z !-v]---U,],,":,- +-)|,--M8---N-. ---N7-y-"-D)-aT-;*-k=#-p,]50,pa,-,Y}#,H,ҡ^,B,&,3,*/+{,6,R,,#,H--z,ȾE,-8-Z-n+-+=,@,,s0,,;-Fg, +,);**6)*J*z(**@$*)y)a)=)Uw*Ǫ*P)*u*e+ *ry*:+Lv+Ӫ+y+J* U*/*YF*N*Mj+*iC*{))e%(Q),k)Y))M)8(u)Ú(kn()Aǽ)6))Nd*%*\4)~*'&h*&*k*Ys*))j))*$l*R)o*+=++o+P4+M,++++DϮ+unV++w +Z,q*溭+ܨ**+1+Y4+(+%T**i*H*zl***8*i+R+N+H{=+q+/+G+4+++6*+ +J+Z>(+(;+%C+C}".'.B.# +..a|.-t.2 +.K-e--׾-Ѝ. :. z-?-...gO.X..ʙ...5].Ls.. b.cZ.zځ.2u4.D-l-}-H-i-z-<>---_a-5,- ? -Q-oĶ-"M-:&-߄- -x -. .R----|-R-l-B--u-i.Q.^.G.np/#/ď.ɫ.՛.-.i.V+.g.]p.9.x,.[/UA/../b/..".. ].>.&..=.Y.ݻ.'.5i.t. .B.MY-.W. %- -L-T- +-덕-8-&-w.W.^B.'.-.d.f.1 +.3J.l9.V-v-ыM. +/. Z-q-,,ڳ,',y,)w-,¤l,ނ,_^5,;,+Q,GIL,},G,e,v-#H;-7U,#- =-K-`---,!,, ,wI,-,lq,͌, ,g+ǡ+bf,/,I7,",+++e?+ϝ++韍++6,d6,A9,.7,CL,s,,Z<,p,R,0+L+,&G0,7+, s-u@-y?-=w[-L--/-Z}-g$-v-q,i,-(-2r@-- 4-L-@b-rB-z-!--B~--:-A;-E--E-Hq--,,d,,4,,y ,%, +,H +,X,P,%,h1<,uQ,0T,;30,K, ,,,n,Q,,_,?,X,D#p,KC,,p,P],SM(,#(>'(JM(ԊA)(lg(U'r(q'v?'Έ(a_(F(" +(o5o)Sm)8)x)Rg)B)w) )(5M)|(Y(䘕)L)s))C\b'+ +';&d'J'3(,P''n&}' &`6&?'f'w '!o'z(tw(/(1l(sY()_(&(a'I(0G9'{'Cm(l(e(+7(`)_*v*<67))o* *h'**.[*Uo)))xK)d**-)h)C* +*_*<*m<*+s**ݳ*B*j*S*.t***P&*x)7r)f)0))ͥ)2))S:)-(r((C(p)1)?U(0) C)ք* )a)}*Q*8)3* H)i)+)+])P))ʥ)zO$)]&&%`&>*&h'1Nl&&^z%k&>%I% &_ߦ&&&yW.'PS'D'9`''޹("['zO'F'R':fh&:'i'~@''c'5~'q1V%fI7%%B %ao%&0^%%]%%0%0y%% /U%pi%r%2ZP%3&e&&:?&'%',#&@&& &<|%s&&&=&71&u'(Q (}(L(@$n(((p(!Q'p( +''D(.DR(XN'f3(Q()p(D(ޙ)7C)[yY)H) (O((@}7(j(þ((2(g'`('U''L''&'lj'r&5y'&&18'8Ñ'g)$'o'$( +z()'ǽ'(M(w((3f''3''Lk'{'('b'+-Vf+J +h+.+ig++0"+JT*×>*qz*4*1+N+*+s*+WO++e++t+ӌ7+#++,+C]+9+3+ZK+q5 +#Y+5c*YD*~*!ӝ*=**>*\C3*}))d* 6)ض)ϯ*#t*<|)އ* *' +*aO*r*~*U+ +*|:*ˆ*Wh *s@*[*5**׹*KJo*as+h9++1+,/J,4S+B+׉+n+.+FC+WF++h+gs+u&,f,+j+s,, +n+?+++.4+O+;++1n+M+=S+"*z}*+.+9++ +z*2*b*x*p1*Áb*Q**(+Bx+J+_++P+T#+f0+ >*ۮ*N8**2*E*mM* 5*)))>:)`>)i)>)6O)) C)$(](:i)@m)_:) )#T)D{*):z)1**'[))^ ))R);)V,b)X)m)q)$U((_(V(}((Q(((n(70'ޗ (h(X0(|0Y(/2(6l) l)(vP(@&)1f)F)v)x(ѽ(5(S[(r(1('( k(*8*I* *:*Y*h'*!*-8)ʳ)ê)))1*ǥ))*u*в*7*@*B*,A*H*M`*Z*E)Uy)9*-*N)߄|)M)\J)q)!)2 )}),)B)QZ(P)(())(-(h)O)`)_W)l))>)x.S)0)%)/(%))89)?) )/wͳ.\7Z;!고+쳜A}rijճF*udz*Z᳘U0Ai{]µsPN賤B߳ﳤn&)ܳ$X!:d"dܳ?Tϳj6 iPi@óu`m2F}{3k7bVG~γmR𳑬\̳ ݳOExu3C3r 3r2 +3Z3<33F3P:M̳B簗<1R܄4ܲrk5 bٳApE6ƳR- Z$LJ1⻔2"V<Ȳ[2I<2[o׬ɹ9wh)TD{}&dz&L1޳ֳ?>Xuó䳒j\j³z;ϳ1q[h?f~n>峒ĠճySó/Iij7vbD0idȳfٳس)nRG泚5Wdza$/x=[lC`,X +LxqȳOWHj(e{5S泊iI|4y:C!D>ua]߳:9e,[YUy QvO>t~(sSݳ䳃xqJkгD +ɳNӳcdz + O٧?0)ȳ޺ GϳI۳9ӳO92zZܳ6pQ糥qH۳ݳk5[Aгp1\"|D<'pij^#HmrFa2Cvӳ +WXbt03*γP:s󳤬u䋳zG6+7/VNf8e!ͳ_b\-W}v#uox:M&72lHeUAwj@~(ܳ[ͳJ{糥pb糥6uճ ³䳥6 DiճS׳A⳥j7\.^M\VSX`,ؤ(PP/7ⳢZqd%%޳K^ó fⳤH< +~g4俳(bﳤڳAEҳA AHгTp@̨S4ڳ? +ų; 8+!i;IqBbbz K[S\f2.kxO㳞6ET%]ѳH&5Wqn_ҳ?kU䳣-ȓ>-s_Q4& 糢9)곢ܳ_ų&~uMJ:c#WP' lIC;5v(mU}biWumų4*ب5K>ͳd'Z1g#iQFNJ^}%d޳ гγ3vȳpygﳥ`tyt ˳ųCijz4Qܳ'je'e'w'y'%'D'ը'q'r'Vc''t'A''ڱ'L''j'4'-'v''ɏM'x'='՝'#~''że'W''.''Re'''44'f'7'B'D'')'kS'''t'w'['n'cx''R'''N 'C'_''D''''ſ'?H'ʅ''7'ج'n''R'~'dL'C'P'K'˾'l!' +'D'F'$'"':'Ă'q''lZ'$'k'f{'wմ'}z='g 'a޷'KY'rgf'\'X 'B'GY'22'.jH')''{O'uq'b^'g='Sd'N++'9']p'Iw'Ee'1c'5e'"_'s' '>'*z'&k''ll''&t+'8&Ó&H&=&]&& &'-m''&&^&ԉz&&&&qk&i +&&nL&&&&a&h4=&I#&CQ&(}&d&z&&c&&}\V&v'&U~&"&q&k&K~_&PtN&31&/q&S&[)&=&8}&#&#& I&%{&ܨ&&b +% %J%%%;*&F#&+MX&'g&)&4%8?%&%& z%\%ߵ%%4%ސ%%>%I%%H%Z%a%K%}v8%S|%%v.%p%H%N4D%+B.%&% {'%w?%%%}%%%jd%d%>4%?%_{%Z%5%:J]%X%$r%Cɸ%"`c%H%a%$+m$a${ $&m${$ʆ%$y$$K$$T^賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥b賥γ賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥@賥۳賥賥賥賥賥賥Tó0P +׳dqijT5+鳥lܳ H۳Z|ӳسZ8;ʳa*;ܳ|賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥M賥u賥賥賥賥賥賥.賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥c賥賥賥賥賥賥賥賥:O˳*Q޳j(i<ҳU{+ȳqO8᳥wP쳥:c󳥫ͳ^| +>ϳBYdzp߳Rd賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥 ?$&XóܳN:y᳥г!/uﳥ=Jdz`˳Yd*r{㳥ҳڳ)/Q5<^Xz~賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥³$AGh)KPrndͳг⳥x³dzų׳ڳ賥ҳԳ泥䳥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥$($GH$Y$([%13%%V$6$p$P$,$$$$$$$tz$m$>P$/D$%${j$IB0$N%$$$ V#$CN$$B#j####`#$tQ$g$`]/$3o $8ި$$ #٣$.$ +::$x#`#-##F######B#ZG#S#";(#ƨ#M e#Fk##%"")F";$^#j#.=#_2#W<#&#"""A" ["#>##2#pI#xe#?Q#9a# G#g[#2 #,n ##"Q"|"# "pz"ض""q"~d"u("7<""l"d ")"0z<"z!! "2"["(""""[a"R"("f"Jp"BG[""!߿[!J!2"#!hQ!Q!!!Ä!oF!e`!*H!0 /[  [" "m["xn":;"2Je""*!!![!(![!z!X!组!b!!oo!{K!6G!.Z!_[!cz!%! H . Fe &f mh" +=!k!f!b=!Dz![!RMp!(Q!!I!?!!ٙ јQ !",( Z  {0 I W p es2 60 @W $ +=  '!<( l  [ [ PQ ( y G+ = z !. [  Tz .  !G  "h m fo <  _ _[ b !G!!Q!|Q![!  + +< ? ?}p N C U ` 2z ( Q J? !G 8Qz !G y+ jh * 4 [ QQ !=oգ L٣ kfe  xQ R S( p k U VL xQ U!J=!!  (u ff  Z X 9 Y Uo T G G!z!!y=o \(!!g!y!{N![!"8^!x#Z#\B##Tz#^@#`[#J#E$2$W$uX賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥ɳܳ޳賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥'^(~o'')((H'''I'%'z'͔'Q'ǺF''(c'M'&'m!'٬G'O'''Q'[''Do''<'|6'Zj'%'' /':'W'i'Wp'o?'ʭ'w'm('W"U'`'JR''@'+A'"p'i'X'?'MB'1v''<''3,'3y''g' |&m +&&®^''w''Y,'A'G'/'' '`L'9'9AU''&8'&&l&&옶&B&ғi&ܫ&&Ew&XqU&?G&2A&`&-fG&j& & 'P':'6'!L!'%b'w' 6&1'{' 'm&&5&ce&+&WI&]&&K&b&8&A&&z&& &i&9)&,&d?<&c7&@R&&̯&Ȥc&c&~&&e.&}&&& &{8&y&]A-&Y/&:&%&bT&`9&?q&@e&"&"& )&=&!u&x&w&%%䥃%[&~&i+&f&C +&FŽ&)&%bC& l&A_&#h&"& && +%%%&$&2%e5%2%L%?%R%J%Ʈ%:%e%r%7x%>%lW%Kvf& !%%1%*%?%%\%g%?%%%%G%YW%Xj%1:%%`%[HJ%5o%=Ku% V%-$޿%2o%d%R$$$zZ$h$,T&mr&G&Ɠ&C&*&&P!&q&$&Py&&^&&"&&yw&&R;&&&"&5&8I&$&r&}&r!V&_g&&bU&I7&1&g&^h'&:*&1<=&Uf&J &(0&/&& j%0%ڏ&%%%a:&=j&.8B&&o&& +7S%s% %L%ok%%z%\%v%u%sD&X!&~K,&u&Lq9&K&&$*&&B4&" & +/&3s&,%\t%%%H%% +%in%h%!N%E% +%%o:%g %|}%;%$$}%չ$5%%Ƿ%%ɥ%4Q%p%|b%I%%j-T%QHR%0A%@cF%%Y$O%G%K%$$I$C$Z$y $($D$Gb$O$$D$O $CI%%0%X%$9%6%oS%m%W%bZ%Iʡ%0o%&%4VA%!_%U $2%[%i.%A݇%-W:%O*%5>%M%% f$`$3$?`$$M$$W% T$컜$$$_$ $P$$1$yx$}<$PX$g7$C$,h$$Mc$2$d$D$l $Je$)+c$X$&I+$ #5#ʹ#ۣ# +V### %%)$P$9$&s$$2}$a$$$q$J_5$gĎ$;=$&f$$}$Qv $JY$`$ +#.A##s$##Ջ#m##B#{#<$,Ew$P##˿#(#%`#nu#>2#g2#d#n#E$#i_ #*&upk&T=&N&2HM&6ħ&#& &M&-r&&q% %%@%2)%&n%%@%! %%(%%4=%P%%e%{9w%=F%T'%PE%+R^% %;T%E%E%%s%Ko%nE%%!%C%`%g[i%@%:~%p%u%K%F&%#%'k% 9%$ Z%%8$a$Ω$Ԓ$$.U$8H%g%X4%Vb%/%0%u%F$u6%..% L% $[$$$$b$$_$$:$$)^$qD$kI$;9%$7$g܎$ex$4$7 B$7$ h#ܥ7$޷$C)$ߟ$V$$b$_|7$0$6$[![$U$)$,$gV$:#jL$2u$ }p$ #ա`#ع(##ٲ#|#Z#CV#iV#tZ#x#=#:O# =%Z %5Z %0%I%~%$ $$œ>% ZM$*$L$l$$Z$S $n@h$ș.$[v$$}1$s$P*$J$ $u($D +$>D$$Q#l##$N$$[$`D$gL$8u$3u$ r$Z~$.($)3$$ k#0#A#$ #z# #u#e<#$V##Oz####}~ #B #I(##0"z$$&$q+#Т#x#ɿ# +#.#i#V##G#] Q#c<#.,#)Cp#0(#o|#6G#2(## +f"sG"e")#"eG":" G"ģ"[Q"VN"Q#VE[#$& #"("Q"""["O" 2"k"~2"["D "=p" ""Pv"JW "="9! !i!z"/!!!w !!b![O! 8$BB$$.m#a$Ş#L#n###&###(#ͽ#ao#Q#$O(#U#(#{[#M{G#pL2#Ge#(r# +#4# #" +Q"" "2" +#_#G#A##G"D"T"p#2"F<"Q"O"}"w$"m"1;"["u ""K+"cQo"3"z!";S2" "2!_!ڮe!m""*="f!!)"#[!G!z!!=!!l!W""!4!9!!K!qG!rɘ!Jr!y!NW !3X!y!,Y!#!!f!n>!N !2!*"!?J#V#Ye!42!f!v!Eo!"A"=z"9p!":"6["["q["c" #L"#\G#M=#S#V##$ +$h#PY2##$U0$Gc$Y$W?$Js2KW'_ӳ쳥Tݳ糥P 3峥峥³P*Ƴl8ճ"γ5{Fɳ𳥬3賥ܳ~S ճYֳIz~iLU m{dzp! ;ó#`s䳥(GRqijγ賥񳥰)>ȳgF᳥)"s󳥮{mԳ޳7䳥鳥>;̳-?𳥮H\P׳Cϳͳ/ҳ +1/UV|/ȳ³)̳/.QTy >JjXnt/UT|{|ɳdzóӳٳ賥ɳܳݳ賥賥賥賥賥ӳE83A#.³ֳ7ljPzӳ᳥ijѳ賥㳥賥Nsʳ׳ݳ賥ڳֳ賥賥賥賥賥賥賥賥賥賥賥賥賥ʳ׳ȳӳ⳥賥̳dzس䳥޳賥賥賥賥賥賥賥⳥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥ֳ泥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥h賥޳:񳥰#E@bh4Y]~}ͳKmtij׳ѳϳ⳥䳥賥Գ泥賥賥賥賥賥賥ʳʳ޳޳賥˳߳೥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥dzʳݳڳ賥賥賥߳賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥$v$$͂Q$y%D%8x $ʡ% $ً$S^$D$jF$[R$¹E$k$\%!%%;%& &-2%%EW%X%9<$ %8v%}%%1%ng$ft$;$8$$4s$P$ :$$#]##V# ##m#G$4$$@$_$+c%&4 $L$$$ H$3#P#`$pe$D$& $]&cH&<&&N&`R&'{&F&Њ%"&T3%%˨i&9[&j&=P&$]''3u&Ωd&@'[Q''Ma'=:&/j&&N%&&'-&Oh&%[%=[%Z7%F%H!%%~N%wE$G% ~$>$XR%0'%a$MV%u&b&4.g%%M&^-F&X&t&?%/%R%E5%w%΅&%f%%O%4#L#G#oB#K(#ke#n#.[#,#B#f#N"[#s"""###Dhe#uF#$ ##ҿ-# +f#*"Å2"#\##V#f#H""y"/"fS"""AL"6"Pje"#[">=!<" !"*!!ʚ<"3"f"E~"m"Y# G"["y"l"2!(""m"6"N"G$I$p$ +k$5F$$&$jS$v#(#z# +#$"N$RH[#`$"% %-59$$%XCN%%d%>6&$$Ս$Ao$z#$7% R$J$#;(#yQ# +Ҹ#=6## +#B#"a# \"#!z#d6##p>(#$ڨ$AG#- $&ބ$R$C$g]$#L$($$J=$u(I$$$Y''x'dt''O(߻'3'2'#2'Cd&@' ['g'y'%J'Cw(m(0&' '(Hƣ(b$( +($,'.i''d_'J''4'G']&&G&iVS&&' &i&&$2&G%Y& &oj&&*{&L'$'>&(s' 5v'[h'{4'a'6N^&w&Ә&s8&i&I'_&ĵ&0(}(y (8ѽ(MU(-((b(vxH(v(x'Ýs';(%(5 '(BP((L("y(x(l(ԳE((jd(De(R(.((`(l('(2`'K''Od'jğ'''ƣ''Պ'.{&n,''F6Q'`Mn'$F'23'':''O'q(ɀ'' D'}2 '4'O`'q':]'''F%|%ɵ%ls%z% _&Q%%R%- %YBF%I%,%8%ڗ%_%&1&T&&#*&}n&&Gn&t%ְ&Z%%&5&+?&Z&&)&^ܿ$m%7$u%%P&%ʭ%a4s%-%r%>9%+CB%q%% +%& %r,&#%&#] &: &9&i!&2&T&ZQ&Qh&&&-F&Q['"?&4&V&\&&'&y'&&C&&6\&$S' ' +B'<'8)'a~'8'l8~''('S''O2'K'4'& ''V'(#&&& +')'0~'v 'o'9'$P'kKX'i/'1''4'(%'p'W'ڙ("O("r(]U(`&(1($ t(cX(fX(((ә`(؆');2!׭!!(!=!^f!(!z=!!p[!v[!_32!*!!]!"!֘"!e"1q"Y""K"4"Pz"v<"h.e"8"Y# ##ro!9!e!"=" "_޷"ZqG"""Vc2"R"d"Q#W(# #dg("r##Y#iF#my#V#$*#f##$kB$$l$j:$y"ׄ#B#*##9#o#o$%#|;#i#9B$h$w$x($s$$2$/#$$$ % P% %kMl$ v%PK%A%d%gt%F%&$$p`$n +*$( $%o%%aL$׶%%E6%_%`% %&AA%c %%W &-&F&Gy&G?&34&&F &F&&-p&&'#"# +[# #_M[#a#=#U$#\F#P#1$ !$0$d%$a $$$hR$fOF$P$=%]%_1%]+5$A% G% q%Y%[e%h@%C&ԟ$ $_W$\Q$^$% +% c%V)$.%%P,%Q%Tn%Z%t%"%X(}%%%%*&B&AB&٩%&?&>?&'&&"m&׺' {%^%K%j&>&n&F!n&EzJ&}&&D&C&j&V&&Q;'#K&&U&݀'#'#'pC'pp''#~'pc'pi'?'''BA(5&V&o&_'"('"J'o 'n''!bt'm'l%'bX' ''1(5]H''?'(5(5ڍ(((`(5a((((4))p)3%r{%#%<&=& E&Lm`&Ie&L&p&Hp&G&-$&V<&ܷ&z'";&'r&*&'!z'!'i'j 'Km'!­'k>'l@o''h''!(-0&,&Fl&ݛ'#5'"'m`+'nb''#'o9%'oڢ'"'v'o'o(2''1'(0sT(.9(vg(y"(&L(1({R(}X((}(Q(D)*u('Y''()i('xd(i(m$(pD(+W(pn(sL(($'(3(>) *f((M>(,))f)IJ%)NӼ)B)6)T i)XS)j})e)u))c(\(-(g)%)#)]n)a) +t)(>)em)h ))N)^)s=* r))")*)****/V\*b* b*47*8*p *iP*=q**Ŧ$'''(4(3g((>(z(5I$(H(;X(V(((i)0W(:(().+),nr)l)n)H)/)qF)sh)i)<)ݜ)S*D()')A)2)2 )u9)v))3)w)x^)k)N)敜)*w)t;))**$*Jb**LP*YE*<]*O7{*Q1)***_*&*3)`).)ڐ*Ց*C*<*@*|o*+*DO*G*9E*=*z*}*ܶ*v+*~J*** D+ +a+'*ה+ Y ++ +2l+-0t+Xu+_^-+P *d*:*(**o%+r++;ȃ*b+s/+3+C+?+rz+w++7I ++f7+l+++[++O++Ӧ++++0, ,a,.賥賥賥賥䳥Ƴ賥䳥賥賥賥賥賥賥賥賥ij=񳥰I䳥ų賥泥ɳ賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥г賥賥賥賥賥賥賥賥賥賥 xDó["oٳ;೥߳'nRT糥4㳥bسT賥⳥賥賥ɳ賥ֳ#⳥oA4γ`2|賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥᳥̳賥賥سó賥賥賥賥賥⳥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥Գk೥⳥XmO Bkճ)?E::jV(׳dzH$BQ(tQ#yƳJmóEMij󳥋Գȳwhس@%DdﳥCc賥泥4N򳥖ճ :{ekdzFY賥lVs7$jWM˳0qG`̳䳥̳鳥3Xid1|C賥׳賥Գ泥³ͳn|'y3WسM𳥮߳ɳ޳] yp೥$4}2᳥%k 2mw(೥/L8DCAVF#BWrH ;N8s賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥Գ׳賥ڳ۳6賥賥賥賥賥ܳܳ賥ݳݳ9778³鳥鳥S賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥޳޳賥߳೥=賥賥賥賥賥᳥⳥賥㳥䳥D@?ʳ̳Bγѳl;:óij<Ƴdz +쳥𳥬W鳥곥RR U RM. aZóf +ֳ˳Ze9NT"$,zyf޳2.4`鳥feG?+d91ܳ/볥곥X[$೥V ɳԳu{ijy&v㳥󳥊C||-j;1᳥߳xmc~nܳS+uqYrϳ_]Dgo[VYij?A ʳ8ݳ~(}^lijmճX`V:kUT +7z9 +볥i<ҳ#~ ;JL> rڳxݳ8/*ړfXR]|Rg@4 4{#zdzh{ȳ{fi?iܳSQ2hQ׳@VIXTFPRֳڳ4  +ٳ޽m h񳤣`dA(m'S ńjfSҜ2E: 볡F[ m"]-!ٳ Nnk}0É^Dӳ_6<!]4lܳﳝAR³IB$^#`#&#X ##u#n#7Xp#8#g(#`#,p#1##f"N#<## 3f"Q""("í"nt"͏"[""_"fo"+="&_ !Tz#'d"2""(<"";[""Q"*""("DEG"J"p"!ׄ"X"!("z!!d!z!ep!w!! !|!TZ aF  У z G   2  У  z "! G W =p!! +!`!Z!"=<" "!ȭp!Q!!A!V![!!f!H !P!7! Ч!^2!!2 <( b 7 2 ٱ p |8Q 2 e# [ ce!?!R! aG J= 0 j +< 2 e aG X a( B&e :z B v Ts2 K Q YQ |( 0 ˄ J # f . !4?[!/G![ x8Q n v[  + tz }o kz  ]p o[ [!IN!C!!!T[!N!z!""Q"s2!9G!r!""l"]z!f"I!"S["X"9"t# "b<"z"DQ##a##~)<#A##y6#t{#n#$%$"2$ Q  > q 2 w y! B Ͻp ɿ!p!-p!x2!r!Ž!#!c2!~Т!Ҹ!+"3Ne"/"z!Q"+"("f"("\"#>p!2!l!f\(!p!(Q"$1" x("!"f"ԣ"("["0"`#/"""z#7#:#G##ݼ#3K##a#ϼ#X$?z$ت%%N%0%D%5%%% +>&4n&2z&W%&0>&-&g&&5A&~'"y"ϟ2"#( =#+#ݽ#2##$`#!L#\ +#'#rQ$2Bp$.$f#PL$9 $5k$}$$ $%6$^$9$iZ%0F0%3!{%^%%#$+B$($$$۱V$%*1$K$Ԥ$\v%%%(1'%-% %ʆ%-|`%_%%%&"t& i&uGM%?&R&Uk&o]&rA5&u&;'A%8%b/%6%c%ߑ&+&)^s&%:&'&$&{&~&&' &&ŗF&='o''\2'Y6'՘'m'W'UI'D'>|']'0t((+R&xi&?5&,' N' Z'S''P'' +\['N:'L\'''+'8("wo''U':(%@_(&(p(n((1(#w(l (k(((n(=))_ Qk 1 +z 4 9 ˄ 8Q z , ye rh < !$!!E!2 Fe!+ !'!!!2!Q"K;[!!!^e"C"Gw "~e"# z s2!G!R!!!uo!">T(!-!(Q!":m"<+["z("# +"@["K".=#S##a#_Uz###]=[#[ ##K$$^$oJ"OL("ݭ"Q#v#[#p(#l## =#hBe#d#?#B$l2$b $wҥ#$ & $z$~h$}$Eg$f%!=$z[$$h|%{%Cx%z%wP%ps#$D$ $r$uQ$R$Œ-%n$p]$$%%%q%%p%.K%%u%s%A%&jQ&Y7&bT?%&|& &`+f&a&~&ػ' "94"G"{###Zf#Y#p##Y#Y##G$f$$n#$$z$m$nB$6$в%$mo$$,%'M%%o%pG%ϟ#V$$uI$p2$o $$%$r $µ$Ĵ%|%%tlS%v +%1%%q%r%%<&>&&b;%)J&9&&f &cV&&]'%9%oq%o%UW%&m&A,&_\%f&S&&` +&_&n&'2&_&r &M'\''A:'A"''#'ASN'An'-'K'7'(_&`&=&'u''B'C'('i 'E'FЋ'0''QN'"('æ'գ'ћ(9(^(cn(dNB(pd(N(e(g((]((i~)(%#f%Z%}|=%ŕW%&t&&j6%f&j&&ev&gc&LJ&$'&lo&ˎ&E'/'|'J'H'(''G'E'''}'(&c&|&ar'5(''D2'C''?'B9-'A''^k''Oq(Q'7'`'նA(A(e(c(b(((a(am(J((:(d)$EN'+'i'((!*(iN^(g^(n?(2(f'((dͱ( (k((H)&((i(?)'I)()l)kh)ޜ)&0)jK)iM))+)~):*#[(((/)$<)%u)ht)gĽ))$)gE)f)G)H)2)4*'0)))ߍ{*q**QZ7*Q*?~*=e*Pʴ*PF*!*$*[V*c*2''O'V((y(a/(a7(2(R(a(b&((p(#(n)% +d(& (窓(G)$H)$0`)f)gK)<))$)g}u)h+)$))ߵJ)dc*,(((0)&)%e)i)jZ)T)'>)kݺ)m)2)))*))Q)~l*(*Џ*S*T0*j*8*Us*W|*qH*mf*4*?+C)])E)B-*_*1*P*Q*n*D*Q*R9*8*%*SY**m*9*^*O*0*wi+&M+',+[N*x+'Y+(4=+\4+[+-+#+*i**w+h *+(r+) +^R+,+*ʃ+++a+`T+M+ܭ++]$+S++y'++;3+t, +a+++`,Q,[,BrX,C,uPn賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥峥泥賥糥賥M賥賥賥賥賥賥賥賥賥賥ij³YQO⳥糥6U볥𳥯A<8B賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥dz賥賥賥ʳȳe賥賥賥賥賥賥賥ͳ賥賥賥гϳp˳kh hmun'ų_[Ob\U_fHKVڳͳ賥ͳֳ߳iϳbqy쳥%1鳥|.BTP}G}j賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥ӳ賥賥賥ճԳz賥賥賥賥賥賥賥׳賥賥賥سس~ֳ||} !e賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥ٳ賥賥賥ٳٳ~賥賥賥賥賥賥賥س賥賥賥ֳ׳zس}}!|Iٳ~~""~""dhg~g}x;Z_sjRbU`rfIɳ|'v쳥D?~o~kaѳus~xOy=13AOGP_raQj[VhqawzO}0볥<˳۳%"myC;곥ݳ9jL~}~lܳ}~MkԳkvRSL1ól8SS泥2³2g=y³~ʳ~ﳥm;lT.T3xm_TdzT3ӳ3ӳ̳3(:M,ɳJZK]K< vUT糥泥(NԳó~m1-7)mtm~UTܳ3mPTTS33rfų~dz~lglγSS2kڳS'R_01Rڳϭ2gг̳ƳD۳?zBrᦳb೥3糥 ų րf{IՇH Io泣ioJг뒳tcu޳ճՍ |riHij9DF溳㹳jpm̲ سf*ƹ س볡As ߳٣_ԳU~óܳGgA_zrȳ@37%OR%]%%%.T&<&:C&g%٣&8&6e&&&Ҟ&Щ'&&*&u'S'u'k'j'''ht'fG'uI''s'(2&(0&Θ?&pN'۟'X'dƭ'b''O'`'^sR''m{'T';(-}'2'Y'(0c(1R(~(}n({(/*({(z4(((?l(.)1N''o'(4;(4ߩ(Z((:(3tR({( Q(/(ǵ)))45()"v)Q)4V)4@8)yT)y)ˀ)4B+)z)z): ).))Ya*~c(u)-(b)3)3)yw)y?))2y)x)w9)O)a)c)*)3)')***W*Wd* H* *W*W**dm*_***#'g''(+(,(xnb(v(H()(t(rO(( +(|m(٤)-(z (( )/)0)vǷ)uc)*).Z)t)s;))x))8*({(.(O)+N),)q)pu)k)*a)o9I)m)n)B)Kg)I*G))I])M*w**VD*U***T*TN*M*ub**^*))ꂗ)*k**Wܖ*W*R**WH*V*`***v**\*o_*$*Y*'+&+&+X~d*+&+'/+Y^+Y05+"D++2i**Y**~*+'N+'VI+ZJV*Hu+'K(+'1+Zo+Zh+s+t++Zx+y+B+bz++*+,?+ʭ++e},#,A,8 ,8,fyl)Qd)G)8b*X!*f*R*TO*#*P*Uz*VgI*z**5*C*,*|*<,*y*(*\+g++J?*%+^+!+O}+M+C++Ե** ***+"j+#+S*7+$+%s+V|+U#+u+~++Q+(3++Q+4+ e+,T+-+ٓ+C, Q., E,*z,-*M,Ud+G%+|+i+?+C+p+ʪ++.++Ҟ,,I,,!Z,D+g?,>,,:T,4h,W,_,9,?=,g-$,n,, ,,J,k`,c,$\,',M,I,t~,zd ,N,Q,,Z ,D,,,, ,ي,N,,(,,,-,ۡL-71-<---.S:-50&-P?+W+Ǐ++a+1+^+1,;,+`++,m{,i,3#D,4,`'y, ,/h,1d,[k,X,D,,,],\h,?,o,4,, +,G ,J,5 ,7,c,bs,X,,(,e9, ,w, ,y,g,ND-,i,,>0,m,3---6-3^,lo-8--9-6j-XJ -[g-,I,,ň,k,M-i- ^-%j,-}-S---W7-)-F-K-nxf- -;2-A-`-Y +]-y4-c-p-g2-J-]-!s-#---%-0-P-T-yc-tto--K-X-~p-GF-%-M-+-d-]--E----ڴ-.G.X-9.V. O4. b.g./n.7W.OZ=)Q)L)\* \**S*R*V*|*RZ/*Qλ**S*7a**7*w*J**6'*!+'V+&1+ZV*,+&C+&@+Z0L+ZA+@+s+*n**p**G#+&+&|++Z/*+&+&7+Z+ZK+*+,++Z(Y+͙++++1 +ꂎ,#+R+A+P,,,R?,,;,,!,ٸ^,F-z,h,;m,;X,kV',j,2,5o,V,k,,$,s,Y,ݸ,ޖ-p,,,Ԁ-D$--!QE-".-B--"2-#-D-C-i!-j-+Z֯+l+T+p+j++|!,v++AQ+*, ,?,>,?z,p,,=m+,>,n/c,mb,,*,,o,,cY,,M,P,U- J,B,@[,AX,rq,,q2y,K,ߌ,fI,sв,,,,r,h,IC- ;,n,o,- 9h- +~-'q-(i-Jj- B-)[Z-*\-L]-K-s3-t-d:,J,vN,]---$s-%-<-F}- .-%-&-HY-Gg/-n=:-o_-@R-E/-l -m#M-3-D&--Ƣ-ij--h-RL-z-ŕK-v-{[. &-IY-p-q---%I--y4--- <-z-ɟ-)|-F. Ax-n- +-8. +|:. ƍ.! +.".? &. N.#.$̳.A\.@T>.bW.d).~,5,,oC-8J-2-- K-= *->-D- Z-@A->-c=-e/-V-;9 +-^w-a-*9-y---7-U--*----8.-AD-f-h^K--L----W-K-<-)-˲- +--9.V--1-0S.w.~...6.Z.(.:!.9V.8}.X.Zd.>N-J-ņ-נ--.7u..*P?.d...1..L&.J~B.O".p\.%.>.E.bh.Y[.u O..f.j.C6.S.޲...H.'C. ].4s.RQ.Vm.zhC.v.W..J.}.rO.].T..ǩ.;.1..W.&i....m/./G/8&// KM/sA/!/+z-a-h;-vX..f..̽.;.:. r .!.=Q.<.]&.^L. K.:|.[.\.8.;H.5..w...r...Ӹ.C.C.>$R._>.``.q..5.c..[.@.p.#D.\..B"/.J.ֲ.;.&./̔/:/).{e//e/-4/+/D +~/F(/_K..R.Ҫ..ˈ/ !c/ '/ .+/xQ/G/%}@/"/7/;V/P/~U/*/1/B0/7/@*^/N/T]/JT/Z"/c/s1/e/iMW/|*/|px/'+/>/A|/Y/U&/k+/p˳/՛/\f/uI/x/t/ܑ/_/3/`/}//>H/E/// +z/'/d/s/@/t/q//=/8󳥰HFԳ׳!Jڳ޳+&!}r6AKX0(/itAtZ,dz⳥ȳ^ճz{3gγ᳥s[L,ͳpF^zzKfӳyyffM᳥M,fM|M,,,MʳU:zzg,fM³N,mgoNVN-#,ó7X,7̔C೤bAⳤBjs3PqD5s8ϳP||Oij{r{hh2OO]-iO߳P`.⳥.΅ų||峥j,iQQR/jQRB0׳0;泥/!賤mD#򳤑EѳEf곣ٳq,-z3̼}AͿBB곣znA䪳pmqkccoo۳9%8e6CKڳʳon볢ӗ㳣p>Ԓ 泡/ +-ﳠk޳41ͳ yճUsC3ڳJR̬Sl-ó1έ賤K:泤FF`H/.MpvճCSpͳ=7D޳nrsDֳ蘳z |}-g/Mv]Ꮃާ$)QγJس76`W KZⳟ )tγA۳ҳﳊB9̳s?ϳg,{U`뱳L쳉yƳB |ȳ{ ʳi4yz-lj Y仳hγ|~޳B:G|n!/ij,~/JnsqNݳcSn Qx#v[Zh1Zk{S^ճYԉJ +eVzPR@EdzD2,,̳|Tom倳^@aN^޳K7z\IFԳ1Hɳ4LT-;.ϳ&$"cͲ 2철mʄHn?DM#@11)~ҩmGij߳Z޳IIu3uF9鷳sfr*4ׂ.t)ɳ+++&Iٳ쮳v۳vpjwYóv 2v&.$#q*'س&೜%KzT~T-b,F%Ob³1H͙n ԉl8IHU:5)-~zy̳H޳Lʳ̳ݳs +Jó mc(Գ<iji#,8u>S Tu*ute}dQC 곡#h!cDwriEȳmɳgHbsXh峗։}l̳㢳泐یBU)@B_賚OZ~.tbaг@o㳋.T_5ճÍr泆ZP%Nqqac`Lڳo糌Whef7nn+tR>볁 }UsʳscbNֳt6dmJcPdzPH:_9"N5Oz99' Gl!p4:Ýrcbdb M.гM8ų7~mڳLƳ6&5C >'2JD2aѳYӳ +5x"iekJ9ew+wʳg]̳f T>xBigWXܳDlBt,>ɳV&K@`@ (*u svOAf"e +R^SW>=V%@R7<;Cu#γ$()v&O {kln JϲױIa| o12*2B/W#в,`2 +x>T6G71 U1՞2O}KR ,/{2?1w2/232lܩ2γ23CEc3.V3b93|o43֖1,1J22O3 +3EM3`2E3V3%x!3rd3j3(3 +3*I3O33^,33 3L3h4 +3j34e4'444. 4=ܳ"ȭG5уxvtoA|n@ܲhCiO7[2O!2#2Xyx22]2\&2M3,BA303}"o2ig33i936k3a33C33lб'2+22o2QD2ϛ38Z3:3*23>T3B3G3"3333033q334/4V4:lo3O&4q4W4@4>4b4e43y3 3333D4 +44 r4*g3 +44J434/4P4V4u4# f4;o4Gԕ4^Ⱥ4Rl4[W4s4|F4k 4^44=4E4a44Y48rd4Z94]4i4}g4pV44r4h4^4>4/4K4fR45A4ƣ4,4P 4 24T44%K4044#4444ŖI44{]4P2222 222J2_E2\2^$2p3ؕ312n42|3 03#222j%2{2Y2W222ܡ23&x3(WU22.n3)Q3)e3GT3N.333S3X3D3У33v33(333h33\;3^(3433`3`&33333S3͌3"|3=>3E3dq2)2 =2I2~2г22%22t2NN3(3&+2l2V3$P'3 2]u2C2[2W2wR2mC22.2 2>3)322i33 3_3\3x33Yz3U 3i3.3P3a3*33yz33ε3~3O3IS33ǜ3B83:m33u3|3A33}3Y3<3m3Ӗ4 (4r4@4GM44 W4L4P4z14*4^4 !44+44'4#3p4%4TY4V4%4&4Wِ4W4S4&]4"4g44i44j4Ч 4S9505 +N44L5 55+#515[5ao55G59LI5g5l>4"4s55yD4葎4x5%k5 5< +5=5o5q5>5>q5rC5r}74%04#4V.4T4!G4w4QVm4M 44+94{4c444544e4M4 4GҦ4AU44 +4:r43_54g4z444rQ4hI4(U44,4y5-544k05;5 9_5=J5;15pi5n>580T54SP5jbI5eqC4 4,x5 5\4D4W5O45/5*D5_~[5X5$755Pd5H}L2b;2W-222Kt2?z2J2I2X2M3z22.2:2,223a2'M 2phH2`?2[ 22PB2@2t22U22^2g2׫232=3)@3j 3_E3 383S33Fּ3Z3u3E3f3Ŭ35333 B3Ƅ3:T33->2U2U3!h832+2Y2D2z:1a21E2?2h23 e/222צ22MP34l3%c#3k3XC3?3 Qv3Eb33q22222Y2jb2Rz2D2y22O3"3212i;32434+N>4"3344[4]4R4p44GV4;44'4q38384}3I3R33ؓ3[4/4#¾4b4S/44T4 T=4C44<4*4:4뽱44Nx44485{&5b5?p55v5*F4K5+5!744k4I44{4hOD4444ݶ5\5 ;4̓F4454N33f3Ǎ43c33i33h}43A 4&A4&i3a3Ï[4 +33Ssj3>533w3+}33]?3F3ߣ3bP3{&3ݚ3 333u4Uu4CD44y41x4!S24cV4N4c4i4!&4u44+44]4(4,4:4']3G3O*444l4T4 4!4>=4*4q)P4Wp5S25555455p5y55'6 L6~5Q5766 +51~55M5A5$55W5ˆs55y66%55%U6OG66/|65'6[d6bTU69}6<6g)6kc6266m6t676666?OG6@6nj6pa6A4&6@6q6pe666P26e66u6C6<`5555555u55U5j5=6j6h5쁅5o~6k675c5P5O5{'5n5~+n5M535a 5j6 f6 5Ҡ56 5h6?<6<6n6k$69d65_6gv6bdu6B6]766O/6Σ6w6A6G60Ӄ6+S6\`6U}6%066z6M`6Ekv6 +6u6k6 66u66v6 +\607n78g6=I6!7R7 +77#7B7HO7'p7*X7L7PA6x6V7 Y\7 ?~6<67 i`7 7,V7-hG7R|7T+K7-7,7TN)7SY7me7t`7Mm77z V7~W70777&7K7I7&7C7M77-7Y7PZ7)7d77(7T7Mm7D27j:7|d7.T7h7E&7667 u7 66 7477+C7(,7QZh7N]W7%U7!7Jq/7E66P`7u6u6W66b6T 7Y7367@797{7 B6727*b7~7{?E7q7^7v[7pf7S77 777-7݅7N777/7isB7a7W7~7X݇7Og 7#7z7s7~7̮7d7777a.75rm5fi5K>5w5Y5L75I5q55O|5#5z5>55B5=55?\525r7t5ax5%u5N5Pһ5@q5_55\55J5q5v5p6Gd665W,5]K5JCd5/5}57F5%'5e5O\q4s4 ,4[n4Ȯ4 ;4}445_ 55:{B5'P4 4ԭ55t5555Ð555; 5j656#y655F65e5g5O55e$585$T5d5K 65 56y5_5(5"5yc55 Z666ڌ6+;6SD6| 6Q6#767"t76|6u77þ6} +6t 6ǃ6a6n6[m66E69`66Џ6 6׾6 I6גx6v7EJ7:7nF(7a?7/7$F7S7E]7E[7U77m7~=7mu777ӻ7 cY777*i76 >7X57<7\I7K77r7;7*7^7KF6Hlw66$6t6^-}6$B6E6H864666>6$6s6[*646765&F6!695*5656C6.6lz6R66 *6:6%266l7r6~U666-6O7g7 787'*q6&6y7jS766|6t616`;A6F6z6lO6ʊ66h6՝6|6{667877(477r7O@7)7߭8S88A8H8k8S68L8Q,7PX77U77^7; 77Bf8!=i8#8V8XT8$%8$8Y/8Y84838d|8;8r8w8888r99%88B93#9,8ɹ8e8;|8?8c88a88@U8@99̎82K8b9 h9 T7A:7-7#77q7h7<`7f8#8!8YH8V$888R 8N7(75777k7xb7L778P88I8C1588֤8=^858<8o 8z8G8888}88ϯ9+m9r8J48Ѩ998d888u8y}8n78 8889s9J8r8&<9 )9989>9p-9xhK9D+9H;9~i99d9,>9@9 999d}9 9KҔ9N[9S(9hZ9Pz9Pg999@9k9l9-9;949޳]9ކ39x: :"O:'S: L: +.q:,Ig:/g:Od:Tӳ:: :Z:_:2':: J: 0:2:3::p:4:4B:b$:d::`:f :e:cw:%9OY9L9 9m9Is9D999499ݥA9@~99999?U999ya9pP95$9.U9iQ9_929r9̚K9",9J990H9*Y: : :3::1\7: M :^:.:+h:c:ap:::^[I:X|::ht:9:&^:!9D9C:*:ba:SG :McG:5::GZ:>:{Z9:pb7wA7rx7N767$l7yw7&~7F8w7D8.8%Q777(887ky7Y X7U77IM+7;WO7Z7z'g7ώ/7_8 8=7\7K7T7}8dq8Y8*88Lv8A68 T8~8Rz88ݖ888 8XR8#8؃8668*c8n 8_i8[8b8Oy8@?8 88N8$88{8'8n7,:79\7h7Rb7{~77B 70H7=%7e7]7ư7O7m7޹776V6BS7 - 7ά66e7B67T[7A757~+7./77h7N8-N782fl8"8747_@8g8Lb8hJ8Td88b8BR82!8|8fV77o7H]7Ss7I7Lq7ǎ7O8ƭ8 8P8=987Vw8*89&x`9!9V9KXs99 9@959199P9Uq9x9iN9 +09,9s8V9+L/9(8n8_9` 9 X9[}79Mo9)99=90H9t9`9o9ؤ_::9ʧ9Ѵ:9Ns:6$;:-B:f:[$3:#:::Pe:D*9ب99-9B'9A9L99%m:Y::7,V:+.99a::h88'878S8.8]8689#H9V9Q 9=98J9.`^9/8\8t_8'8d8\8EG8~8~`8%8۾9O9Y8/8.8u89;9s69C999]9I9E9C9֙9:$99#a9A99969%P9h:9Q9՞9*<9:!9)S&99G9O9{9m9U<9w9 :0:,:ж":u:IT:yj:~:;O;;;$-;(a; N; ;,0;/ԅ:ޭ::::O::C:;;Yp;2;5 v;;;5g;5/;LWw;R6;;&;X;\;lN;F;;9;R;ȶ;;;Ε;8;_I;`;;=;aY;`^;k;0;Av;; +;";;k0;;I":*:?:1:⮏:):n:ގ:;(L; D;3n;0; +;؍;-;):::m:!:::x:{w;;C;%jI;!w::`;U;;_;\Q;C; ;Y$;Sz*;O`;ڼ;J;; $;Ң(;;;];Y;M#;H;%c;y ;B\;;o:;q;g>;;;)7;p ;;&;w[;w;;7< <6;f<<.<G<4O<92<]3<<-;;< WA<k<2<-iW<<1<<':5S:"-:`O:JC:;(3 +::9l;,;);e?;KP;F;v0;6_;!;Y;B;Pt;E<2<";I;*;r;i<1< 63/<a<܄<+b<;f;H;|x;;PE;h;;;;< +)1;;Sn;`;;1ph1Ws1I1L1@y1+1;1eƖ11L211!1L1㕗1ʴ1M1E1L16q0U051!11#1r 1Q"1A1W21?91X%1|$2<2(nR2w2]h202E2EQ2/2P252ӝf22 2euA22J111#22 +q1l1U11ֿ2K 24$2vF2jD2 22 2P28500ٺ100$00ʰ0 1)'11`1G|1a0<11V\1È0q͉0W̏0*00@0,=0$0d0 0P1 w0[&00k0Jn0L117161o1h81O 14o1<11&~2#%2M1A1ʅ2&1i.18C1$1p1V1J11>1*1:1f1121wyz1\1)1A3 \231342L2k3 293d3K3B3w343 I3gF3M12|2\2_2à2os2m22(3 235d3 >22ݲ2Q3 u2C3l<333]33334N4A4?24)330344I3f=3Kݖ33-33R3 3c3HuG3&73C3333|3Uo3y_2R2:eQ2?2oC2%2ew2S,2;92V2J2W2ˆ222oQi2܄2!21ϼ2&Z^219r12/F1M2T2<22nTI2&+2L2S^2;3 2~303K2ى2%3 2"3^)3C-3A3t3,$g3(3WI43={22]2լ2282lG2/\232S3&372R2ԧ302x00 0Lz06/e/Yl0#0Jo0Js0q 00O0X2!0A=0^0}//0////Z/0,n0)0bм0Jt0 / +040 ͍00E1~1n0<00Q01D$1/h1}1b11 v1I 1302y0:0060km0Qd00=00 E1 21g0Žl00 +0]/x(/] ,/./w/C/-VL/"/e/v/0/ /&/////u/JQ/2.#.Κ// //ka/c/D/N/4/Pp/l 0:0%_0r&0Vћ000>20(0<00|0L0u2T0X0%0/䖯/ 030*/B/M/3*/r0>0'0t7-0Vu0z0FF0;0#>111Ϛ11'1f[112\1ꔆ2&t2"1и1W2D1$1L16{81s1h1"O13a1NK17%;1.111i1g1g\11[2Q)2:/2J%2h]2%]22Nf27Z22Y2!T222c22ܡ2g1n2"2-1.11f12I222yW2\j2)2 ƫ2B2,Y0ڃ01"\1K0J$00C0߹1L15:1V1cVx11 D1Hy10g0o0j.0ķ}00n0P_$0}0#001ڮ1B060000%111ǘ11y\1[Z11 11R22y11h1m1i1@f1(1nf41PR1d0(15k1:11 1W11^1Ap11k4p4U4444u4&N4444[4h4JdW4k4u^3:g3Ж>4LQ3}33M3F3›40"4$4U44:U4^3\4"~4 Ƴ55v5i55~5_)5p50h55ԥ65̀5s55(55C5*J5l6 5Nj5r5H53u5)5f45x:,5'55X5;q55a 6.}168g6PLg66Υ6/5z6 v6 }6w6Y>666> 6%6`(6D5r5E5y555;5.5z6e5s6*}6&5Ŏ5c6n5W4 T45ʅ4 +94Ov4'24t41h5#25 5CS5)lL44q5444`_q44O4CW4* 4i&4KPw434y4ܘ?4 4l4qr4>4U 5h5I5(P5o)5.515N52w5L5.5555s|5R5-5vɦ5ϙ4E5u5\4ß44)455v55T565ǩ45V52 2h33W2"2ii22ԋ:3=hf3&3gMr3Ky?3\33332I2m2D22o2R22y272q 3 +22T2u2zB2K33wi33u-3Y3>33es3r3333Q333I3'n3$q3I303L2JH33R%3qf?3S 3>3{*383! 3Z3>J29+2#2a~2FYE2;1h2-S22{2o22o2Q?27%2|?2[1ڗi1O(2Y117B11{1gK2hU2 +]2>2%wN11Ψ2z1H222b222 {2M23 ^2@F3%z322#2gi2׈_2cy2Di22h2)q22H72+ 2X2222j2I2ޑ2i46P4%e40|43o3f4D3IN4Q>46j4x.4V14449M4 d3ѵ3338 +3S3`3K33K|3t4 +o3ﴩ333ι3 4 +4|.b4 +4U4Y4;b4}4ZS4r4Tm4k4D[4T4|4!4w4!_4 4;C4 373e64 34W)484w4S444343B3(J3c3D{32sz3)h33qC3d 3"3z3D U3(3aVV3@Z292m2%y222/;2A2E32n3$as3 2r272u'23*33e3.33[g3R3xu3:3U43۳S3\m33ޯ33:73~3R323*2312տ3l3G3OZ3^W3(K3 \3:36i6'd6ѵ6Uv6yo6` +66127 '6`797% 606776Fu6266@R6l66 s6S6;)A6NS6[6R6,66x)6d6;7v7[-7677CZ7.7{7ei77k87o7,77/7ɩ7i7 7J]}736gG6 +7 K7 7WN7m7I77O78i7@7p55h6&fJ6}5!5w685贮6]6D`6y6̞6.{66f6LI5555 G5z5`)65E56 5.67D6"Q5o516Q666"66{q66F6x6Qu7$77S7FI6*-a6wj6]g667O6q6.66[06Ac82D88d28J8 =7C85c8 C58С8z8588h8L88FG7~J7+-87Z 7`77v77587 8!\8i,8L8A786}8 bf8899x8<88/8l9<\39).9n9T>89U99:M-9'>n8)x888p8gi8KW888\?89va9l58B818.8v`77s$p7-77Uy7?7m7uU7W7p8-~747K77)7Q%7), 77Wk7@76͔7+7 77v@7o7*7X7A77u84KE84f8b]8G?8 h7281,88818{e88r8]ņ8BW88s~}7R7?8 @77\7r747x8-=8M8V8>_87&8(78p5G52@5Ğ5l575SN5U5<5S5;5>5ϔ5{5zdS554" 4~5)514g4ܡ5]o4Q5`՜5Gw5l5G552 5`5i5Pju64*66D605Lx5j616 6z6c$66i6Kq66 6n6i&5>55P5>5m+515 =5d6!6x6Qy696506%t6)4]4i444b54@4L4:5 K4?59`5$y4݇B45Cc544k4mQ4Id3;3>4't?4 +444Ƕ4=4sS4L_44Ѱ5q+5Wi5w55<5([p5w6:5Z5X565B5355˹5Vv5%5+5>i5(4.455cr5w5Y45 55=?5&XK5sy5U06ӛ.676"86w6j66w7,%7j7X;7AQ7>6 7+K7i6s6m76U66T&6<]6'6m6Jk6766~6m6 +637+7r7V77V 7?7q7oP7 7ã8C%7-7+y77v7Z7)7u87Rq7< +7#67%7^7]7jm7xr7R7LѢ75d*7|7`}V6&&N6P6TO#6:q6A5x6$6 +6Y6k6֊66Q67c6{6d5ɕ5s6s5޿D5Z455t5F6 }6 6Iw60E5S56 +66Л6lf7)U6Y666v6 +K7!A7 7Ec7.U6P6X776z 6[6\=66>;6%^6k6L6B6u666/66{n6,O6F9;j9'9W49,9j$9P99FW9@9:9o9L99\9t8979"9c/9H1948_90H9Z9(9x99 +9Z@9?U919lB:/:ʇ:W:?: +`9$ :(:y::i:~C::N:5:{:]9G99b:I99>9@9Ⱥ9:: :BH6:)U99'::8 p899_8*888 8(8f8JJ7ƨ77o7A7fK777 X88FH83W8+77ɮC8 +&7B888X88g8t8g8|9S78`99J?8Ù8j8v8KV8WL8>:8c28b[8&88F{8/s8Щ8؊8Y8u8l8N8\ 8tl7r7R77j7:87#7bu7Fs#77m77 727zT7o[7776H7,L7m6ם6^d7e67NՌ73e7x7VIl7X7 79i7 Ƨ8N7,h8ki867e7׎7u}785^8h8U +p8:d58 7@f8 $8 "u7=7~77}!7]R7>*?77`Rc77 7j7M7^7]R767+99#9#9\B9?9 89(9<99K9by799/9E?a9,J9gR9IJ8_8?~88ݔ88 8U58K9'99.9 88k98g +9jn9n+98999j 49KV9 K99ҹ: 999N9Ϗ9k9J<9.l9i9I"9F9l9-L9-99e9H9a9Dz59*9_9>JK8zq8Yr88|Z8<8!S8Zp8<^8m8A8p8"8{ 8Xv*8`W8wj8 r78 8 77*)7[7w%89N88R 84n587&888'o8&X88ڇ8R88898%S9#9 +8{8788ס8ol8J88d8.88Ak8#`8> 88B8h8XA86Z68p/8I]7~8f88888 18"858:8W8^P18?68BB8cVx8f8 I8 8$eN8%U8 88$8#a8Dc8D$8h8i}E8D8Bu>8h8fv8-88ʯ8FQ88_88q88]8#8A8[88=88g88M'8v8e"88x8R8_8k|8T88D8=_8?8ܧ88 +88!Ez8`83788f8?/8<+8c8^m8782}8YX8R787{88 <7 7יY8W88,8& +8Kv8CZ88W8;-82888C88l8wK888O8m 8խ8Г}8v88ʘ88o 8e8i878[r8P88sm888B8z88^8A8i8.H8E9 b9q89}i99Έ9!@9%99%9>9)e9+9Bp)9D9@}999T989 +9֡9,c9+h9ER9E$m9*]9'P9C/9?9S9Y9p9w|9^9`o9|a9999(9l9Ҵ99%9.9a9`-9A9 9^P9Z9|59xa$9 9z&9@99ܦ9N99k88o9Ջ9 %8F8F99)Y9$9x9;9699!90v9*+8ٔ{8L +8877Y7L7qk7_7q7*r78&77%7]77ħ8Eh89Y8f'8Xr8-ˍ8!q8Jt8'9=.9׷99P9999ȂC9ĺ99929$G9I9 9)9g"9:!: ::M:):::T:6:#>:(&:0:!5:+ :-:j: U:+:d:x:%:::!:!*:.:-ۼ:$:U:+:(949998949:Lu:Q*:WAo:Pc:R:[^:^6:;QS::n:G:FJ:7^:4:C:?:So:Rp:^$:]sv:Om:J:Z :T:[sb:aQ:d:k6:f#:hu:o?:r :ms:s:tۓ:z:wW:z7 ::}@:i!=:g4:rS:pn:cڷ:^A&:lh:f_:z;U:x:V:~:s:m&=:yP :rp!:.f:(4|:9d:2: :s:*:!S:DZ:<:NM:E:3ո:*%::d:Z:ix:_Q:O:Cp":S:F:-<:!7:2W:%:ܳ:׬:: L:6:)Y:9:,::_:d: 9i19Zb99p~@9J9;W9_;B9N89_h99 <9%9s9a9na9s9,ω989=9-]999<99N0988mE88z:888٧U8&8*O8h888899ŋ9i9Μ09O9D969i.9ٸ9ּ9-9{9Ã9I9}9F9qA99-99r9Y>9{:]9`99 9?\9m99fI949jf9J69O:\99v9Y9h9f:O9S:19"9SF9999!%99 99B9޴9m9G#9oW9Q9!9999p9D9pŪ9A^9,y9G91/99w9 939L94?9PD97d96o9 s 9!q9 1n8G8Щ88q8lL8@81888%88\8a88X8( +9R99 9S9:r9"39%9#Kb9]v9T^9:y$9S99I9#9 9"9 588գs88U-8r8X8J8D8޿88#8ѩ8R8:8B8 <= =='}=,=.=1=09=3-=F=K=k=q9c=Pe=S=yW=|y = =̕=4K=5=eF=<=4t=3=V=X+G=~n==W=Te=}=|=r)==V=۟===N=====䥣=y=Aj=S=p==R=a==(==FF= =͍"=ͼ=~==p=ʚ==P=# ==1O=-== b=*|W=%Z=Q=Mn=xB=q=HY=Dw?=l2=e՛=m=d=!==<<== &=?)=6d=_=U=.Pu=&=KU=D'=g==r=2=R<=)=+=p=A=9=[=B9=g= T=of=ң=={Ye==Y=n=cɊ==?=,==˳==J=V=:=5>V>5> >q%>h>C>>'>+>/}>Dr>I>2l>58>L5>N7> > >F>>>v>I}>">6,>5>P C>O>3>1>M(>JR>_@>dE>{L>5>hʍ>lG>>_>h>>_>><>F>=>>_>maR>l>>>~>iq)>eI>>>>>>>">>>> 6>t*> F>=.'=p> > +d>.>)'>F\>@Q>#=>>:>3/=z=&>C=K=շe=U==>>Wn>-z>%'.> >2>>>a>Y]>}f>v*>R>KC>o&>e">>D>e>K>^> +>AT>^>D>:,>\`>Q>1>(8>Hw><>ve>kך>>>`I>S&Q>x>k{<]<.=<=<<*l;T;;<E<<^ >h-=:t=X==]V===C= z=^=v_=a\=r==>c=|==w=H2=t==V>>ݨ>2m>'Kz> 3>E>>>H>:Y>^>OC>/>!r>A5>3A3==>7==˄==!=j>> ձ>&F>)b=S==> {=g=J2=75=hP=PŊ=%l=m===(;==mZ=j==U=@=oH=X\s=C<T==<Њ>o>>">>0>u>:>>Eq>@>#!>HG>W>/>Ŏ>M>>k>4>>k>B>*I>8>Y>Q>Iz>>{>(>G??a? :?:?? x}?*? +??(?&R>>\>ī>>>>>V.>>8>H>>˴>> > ?> >>+>>>L>^P>y>M%>8>˃i>>Q>)>cI>?> ~? p?ik>>?7>?b?*?"ř?? ?Q?Q?W>ܻ>$>k>[>{(>_>m>d>>Z?+>d>ᡧ>ӡ>->L?-o?2 +?7 ?=)?4o?7?@o?B?A?H?KvQ?QA?J?M?U%?W:z?8?7@{?C~?B!?4e?1??oF?<9L?MS?L?XP?V˛?IJ?FP?S?O+?TI?ZY?]?b?_/?`A?gu?h?e!?jķ?k{?p?n!?pP?tC=?v?`k?`N?iK?g?\C?Wr?cv?_?p?n_?vB?sc?j?dZ?o,?iW?-3?&?6X +?0m?B?s?(#?!/??X?9?I;%?@s?1+?',?9B?/?.?E??>4_>i?h>? ??%?|? i??R ?:?PL?I?W4?O`Z??>M?5?F>u?;*?]de?T7?a8 ?X;?J>?? q?M:?B?*p? =?0K?$?U? ?*? ?3J-?'y?6)?)6?!6?3@??h>s>d>:>{G->UN>FK>jO>XR5>t> +>>>~҄>lQ>v>~>7>'>H >7ǚ>> :|>'$ >>Y >G\E>ju>U>4[>$>Z>D->0x>3/>sq>l>l>>f>YI>> +>e>9>>A>>W>m>z>eY>>r>P>;>^B>Hm>N>>Fg> U>iz>R]>s1">\,=&=෴>$=Z===Ӣ=<>:_>">R>e===UQ=N[=#j=(==v=w!8=W==hPx=`=|==0==z=)=P>)>0>3k> >>=p>[r= +>(>Fq>/>>H>"> b=+=3%=.=°=*====z=.%=8!==V=G=\"=,>>2>&>::>]>#>$>>>ۯJ>>j2>4>H> >>> >5>>~>c>->l>,>eR>I>a>w>qa>m>u>>Ŵ?>$>>>|>Ÿ?:>|O?>>>>܆*>+>>G>>>=>xH>!>zV>ֻ>>>?2>F:>{>B>{o>L>6>Q>:> >>%u!>>V>>>ZF>A`>(`>>+1O>R= =٢ =̐= +==|= =>=>z>=;1= =`=Ÿ%=>^>D>_ߏ>Fa>, >5>-F>^>`>FB>_>EZv>-h>4>+I>j7>Q=z>p=G=o==ŊR=>=ǻ>H=9=9==f=s6A6&6˄64 +6^6fS6|6}6j6С7 %R6[v66cL6*6s6H6.706kiK6Lx6A6w606~R6yM6n66[6M6196n6MȎ7!м7 e7;t7#6W6e7q61x7XH77 |Y75)7t]66r(76H7L +87.7d}7Co7Ql6^7&7 7˨78e78.77l7t7n8 7R`887 K7c7'37f7~U77Y,{77o78$7_7K7,>7707Q7B7_T7<[7r7L66!64l66x6R6W6jǏ6Z66>6#66r/6N6$616a6E6&k555K6 5N6[d68X6qÝ6JKi6`66(<6 76676c6{(6,q6 6y777,7K6߹[66A36*6a6\ 6 +6o޽67"66G*6$66Qq6[6|X6V660<6d6 +S4`4C[43c3338)V8q 878It7K7ָ8Q7[8Ed8)Ͽ8Rl84ȳ8@m7kC8f`8J7k77Ē7_77\zD7N7ku77N7W7?7?7z`77P8^|8>8i8H-$8"[8 +B8*rn8z8s8P38{8V781B8ғ86vj8277З777D7N77(77+87cs77v7e7ɂ79 v77EF7$7(67 K6e7QO,7.i7\;77 7k67466#v6D66V6rʼn6G66Q666Α666Z686b7e 7>_7m7E$}77#7"?7f7t7JS;7yq7N% +7&I77)7 U66?666(6i)66n&6CO665R6m696q6H6sJ8=8\588`(8:88=x868B8bs88cq8?w8!8@ +8!`,8[X7n8757y77P7]E8 7877$7&7g"78-8c8A|8a8?~"8 8=8B88^88Z8;O8878847-8Q7Q7U7W778~7S7T7J77E77_7}&7P 7~Ӕ7Q7+>G7 "7+B7 P7~؂7Q= 7}HJ7O7+1x7 7)7 +666|q6n6f6si6<6q 66$666m6n66j-7z<7L07u47H:7&77#m77p*N7C 7i`y7=777j66۲P6W +6N6y66dm66^$ +6656ȑh6I6^6VY66M6#x6w6+`A6 5٢5$55-62g6 68k6 5345)5535X+5ga5i5os5;H5"5A55[D5v5 5|f5F55I5!V6=J66G6@6L5K55-5ɏ 6CH6h6DQ6t5G55]5ʩ5J5؜5p55Li5"5M5#|55<555M5#E5LU5!4<4o4E4!G4B4y424~A14Z4ʰ54 444!4&4G4>4J#4!33ː4324L\4"4M4#;4{73Ͷ4k3"O541V5H4v4.44745gm4E5d4X'4 4Q44{P4M~4">4L[4!04U3o33x4I4L4F43r3O@3A:3"6D g6lF6B,655B545Ɲ6?~6r6;*6|5l55#55CP5~5#5zgM5Ig5G5F"]5w545tu55mS5Ae~5}!5;m5ȑ67661[F6 154.5(t5156*؊6ɟ6#65D853_5͒5K)55e5<5]55)n5qF5-l55@5SXp55H_5& +&5<{5{4!4{4ȶ42444#4vMj44o444V4c4+ 4hz494`*4Aq4$44lgP48$4(V44 3U*3?u33Ĭ-3434a3{3DŽ3A33a@;Ƭi;Z;N;Ͷ;;;;<;;`<@< O;Ӆ0;;|;4;kT;J;;n;/4;[;M3;2X;;n; ;Y;p;OF;;p(<6%;iy< < +;Ӳ;<;R;̫;:2;Y;:::$:ǢW;3=;8;Ni;1~;H:;6;3:J:@:::[;:<;:}2 :X":~:?::::R:x:0:!;m;K|R;;j9;.8>;L;Hq;*.B;;H;\%;Q;b;C0; ;Z;z:ږz;'{:::8y:::;$s; G;:s;)i:G:;,T:s9z<9Sd9!r9"V90y98:8886M8G8^q8z8rb8F8d8$8BE88Ƴ8I899g9{ 9|s9A9"'9Sk9/9 9Y99R9d/9<9vxB9K&98Su9888W8&(8ё9Y 99(9 +֥8[8&838:::&g::G::vO:0::w:DM;i:~:$:4:;::MN:*[:^:9@ : 9ꃽ:І9:p:G_:W:U:# :p:/G:NT;1%:E; fC;:˛::R:;* ; ;6;.V:o:N:q:Ȟ':3:d:AT:q:;3:r:F : 8:::9 :r:P:(:XO:/ʒ9m99L999y9Z99D9h 99Q959i99u%99`O94o99<98p 8;88"29H^9%^9S9,98ڱ9 =8&9i9:Cq9מ^9B99J9W: 9x:v|9o-99ɑ9G9]9\93F9do989859%8=9l9>py9s;9CJ9[84938J=;=!=H=-b= +f<`\=="+=ZIV=;R.=e=Fdo= = S=)= <;;ڿp;.;][;in;;u^;;J;\;Ұ;q;};[; ;9+;b|9;86;s:y;:";_R;4o;[7H;/>2;8:%; r(::Sf: :E::r :A0:mD:=Z:: :":e:h/:8͟:aH:2;Uu;*w);N;%#;i:$;:;G; W;A`;N:::q::$::%=:?:Y^:,א:Rk:%Y::~n::q:HS::>Y::.9U:$9L9̘939j9T:G9Y: 9j9F9i9,@9G9p^ 9=9jk98j9a89.8Q79bJ939[QR9-9 pH8ޛ9z8Ն:9٪:69͕89w9$b99S&9L9»99x9Y(9s99f<`9S9&Wp9H9H9l88p-8n9=9C95k9Q58s8888G.73....5.j.].)///N]/3]1.X.A/cq/+Q.J .-]D..e0.;_-.DzF.'`J.o.V~./.D.Z.\X.3b./S/ioM/ɜ//J+/.//a=/qg/0///ǿ/FT////An/&+H.~.!/ .o/x/U(n//с/5/;/g&/D-o-cj.-P-C-]/-ʀ-?.:3..ttt.N.4-ߛ...-V-2Q-2-l-,k-D[-"F--g-(-Yy-K-Ui-2-yt...̬..aϿ.=h.{.s/8.Sp/&/ .)q...!.I.X.Ke.)v-ڝo-. u-K.@.Xw.T.sS.3|.E4.c.;[05G050d0FF0/A0+D/0o0K0x0r0ν0V080j0ev[///J/@//x/5^/X0*00D0'// +|0Q/0]01h0>0$90ɚ0 +0"1'\51U 1KM1/x00ԋ1510r0N80e0}0/50\0W k05.0p0WO0к0070\00W/R/1n/7/^./B.ݗ/; J/sk/Ρ// /?/hǦ/B//p=.^. /a .؂(.P.lgG.Q./"/jP/GD/%l.<../.V/_/'0Aa0M//L/9/aC0900`&G0;R0I;/0.0J2/t/J//vj/'m%/ /KS/'//̴//Y/u./IMi//p,ʝ,Uh-,,,]h,,-0 -H-e;-+LE+{D ++F,fx+ϲ,)ˊ,4<+ͼ+J+ֈ+**,*+*0*iz*b*/ *+MD+!++Q**k+#*,[i*,.K,,_, +>+,,1, Z,,wm,Z,ݣ,a,2|,p,a8+~(+[>+;+hi+S+$++S6, b+l?,1@6, ++H[+-+9+".BC. n.r|.Fk.-.! +.kC.<.u.". 6.H92.".u.G-m-Ώ--{-]-1p-h-\.>- <.!f. -T-Ut-t-.<.R}..D.R.mA.?T --0.sM-H.N.ep...7..Z..ɞ- (,W-02,- *, ,,,.G-Yw-,-/-S-,-'~-,]ލ,-,^,W!,߉+Ӆ,(,8,,,ϧ,q,OU,!,}º,EH--U-ZW- -Ko?- b-u7;-A;g--#. -w#-O-g ]-(-,p,=1-,f,,oE, ,-5P- Ƨ-W +-( _,,wY-h,1vǰ1T?71]1151m1ZW1:>g11e^1w1181]1aT1>s1R0p1P10s00h0q1<;#12D1^d91;ƫ1,s0b1111ՠ028111Zl11bT2+22G? 2)0"1A1u251A1P1\1H&1!18=1C1V\13^1w1=B1>N1d_1x4(1O1f,1mCy030`00X0;0n0^R08-P00\ 0y0y0 0X0%l0}p0/K0G/// +/"/03"0Xd0Qn0+/-/Ÿ0 N/!1(01>000,0061,I11E v1#%0/0¢10ݤ0ru.0G0I0e0"00;R0 000y00U0.%0rx0ER82e2B22^2$z2 +U2;222|2n22T 22z2oP2HM1膡1•2'O1a1U11;12@N1L2'}2 g1161g1R2ɮ2;2<2%252`72Wk2y 2%293'2R222q222:ʁ212O O2+21Ԅ#2 1a2d%21SZ11!11t1U1fR1Xe1y10M1+1 00;0y0(1;#o11Ji1#00RW10nY/i/>56/w/_/R.R/5/H/,/q/^/a/T$D/+C/v&/F.'w.7.K..X.N`..qd/ Ϸ./.(.).ė.U./Y/rR/#d/m/p/d./UE/^0 Y/s0}0N2/4/j^/e=/i/7;//Q/'.6./.Ԙi/m/>)V//V /w./*S/W.$.w.@3.,-A(-wa--._.0ץ. 0.L. k- v. G-U-}-EX-7-f-,v'-3q- +-u--[p-ɡ-O- ж-n-8{..i.]..7.G$.QK.#,.J. q.Տ7.;.k_.8.[.N"---0-e---Rp-/-n 3.-֙. --K@--Zt-0390570H0!/9/0:/J0^I030u0E0&/ȼ0j/s/ c/oN9//P/>7//RC/&/.(/M/1//hl/7/~T?/H 00X=40i0k 0-*0 +Cb0; 0߃0|0}80\0<0J0!k,0YD0,/!!//L//9/Z/A/k&0(/S0/ؐ/ i/{_/F/..L/.*..e.9.}CS/Ƨ.`/......2. +r.DW.----1-?.W.&M.jK.5.-Ł7. v-G/+fX/J/8-/~.ѴH.%y.^. /EM/s/Rf/$.D..7m..|.CGB.@.Q./-. -Ʃ.eY.^pz..k.*.c:.4. n33=233C22qp>3m39r44)$F4 4s $4Jʼ3ۊ3=4$w4U0E|2ඊ2R%3@>@03sl3)%33q2U23a;3A44~/44;4k4A44ș5+)4_58ܰ5 .44~5 ++4.4234^75443#3423144}]44U?4O?4#Y4[e4cHD".=qF&v[d7;}1<21yJͧ~ +#@klU|/Nɜd#g2uƳO*@C*r~ZvBm`M8Qf}3B 2t33jw2;:3!2!x32'346)43E3:3'J3u{ш1)Yֲ-Ɣu/ >2A1J3S|42ر>(2Gȱl5jUx5K5P5T5/~D55^5=5f555ȭk55nK55[5x4ވ5#=5 4O4|4휡4|5Mvp5.+5~a5Y5'4258*V5z65;2635A6;5ֱ5W&6"5t6Z?>6ӳ?س:9FCC,g鳢6JwܱmBscL.6cre%-0[Ƴ8^wILX/\E@.㳢[g#B۳DY=qC4b`v³+@} KVfG4S",#ѳ倳㳕Eٳz lxZFeeH 6U66{6>6l&6J96m56q6Q67 K6`6=6$6I66,\/66N6. '5p5\6~56tuk6O6q|6s[s6.P56h6M6,d7#Έ7 7@*K7$,f6X67 +Q67_љ7>7S7\^7!g77:9766h6Ş66p6IQ+66h661j76T66(6Ϻ6P5565 .5P5r>5I-g55m5m5/6S5e>555Ɠ5R5'955EFp5"%4Q45 44^Q5gs5=5KJ5_A5Y456Z5D6) 6 >6BQ6 5M576E5><6`696@6UJ6v5}6/~6o55_5055S5+C5s(5F5Є5805.5K55b557\7|E7:7n7U(7447u7L37k77*177V7i77+'7@.697,_!7Ս66/6;6]27Bz7"7Y` +7476M7XK6@7S_78 u77777YR8F88);8 7s7l7ސ7Ë67sS 7H77_7'G37 +: 7877Z7v77=7J{7''7^7656Pu6pN666E6"6_676H6>6/66y6L56D6cb65]6d?5 +85/55l5ħ6'6 #69{H6K585c5hY5a;6变6b6`6=6dy6z!66v76)76Q6 +66h66K6%6`5656ј5s6 5?6r6D6W6Vv666,6 +44Y4744"q3'4N~44ג44R4å4|4=4X4eJR3\3GV3v342C1f%^3+^24 +3$x4+N33t͈3 33J05 E4i5 l5D4y4|4Ӕ40565_'5O>5'l445484Q84Ek4x48T334m3u44YH4[4~h4344;@4UUⲑI?Ta(Ȫ2)Ҳr2K12PPj}XrU\tJڳf1!}?N{ӳ 6W:!ESp %Wc5y3r.2i5o3\J2w!Q|1Xz3l3#3U73[2|v@>L2Ѫ1s x~3߾BTn;nuDxcɲس hiܝYW5;W$߲Ic5h5;e2515R5U45)T5-55g5q"559׻55N494hgL5v55Ψ5G5aW<535tB[5A45Φ555U505Q:55a54i5'4(K44A4u4R5&15T515 4n4R4\4}13ܳ3^4|33j_2P3HR24G3ʆk4)3t3y{2o343'3ڲ/Ju^;+/.1޲CtO2m±χܼr!9ʳy4=&4 k4SQ43U3K$q3ƌ3q4c4",4x!41xL3p33}3p2J|B2<>1[9r5 +l_OY3t2B30kX2v\*tޱҲ*0*J*hO*47)G6)?* + )՜*K*l! *qc**6 * `*l٭*6)wħ)==j))yn)(گ)>F)_)})* j)d)yA)=)0)ul+ *'6+#***j *Æ*1+PC+!+9R+J*:*+M~**3* 0*e*/i)Э,),*[<) +**^t***) *B*T* (x!(y(i((;( (wƹ(9)(׌)9) ((r($(q3'x='b( 4\'='ml'2z'j'i(5&(;(k\(/'ʙ'=( +'_)or)3))e)#(X),ZU));)Z>)')h)Y )"b))L(("(a?(g(>('k'A(TD(G(() ((4(F(X(x+ +}L+x+/+CC +L+q&+9X+]+R,ѳ+++dO+bB+**]+ b**~w*Hr**w+.'(++T!+!P***p*2,9,V,^k.,+vz+pW+,+ɂ,,LM,%,q,++^,9=#, +'k+B++iDR+u*p+0uz+++A+e+I+Qt0+6+vP+9*)W*:* )g)})ь)>*d*+e_*Q*O*P)5*R)1)<) )hI ),0y(l,(`(*( )w)Q]):)}) +(!);-<) ɨ*(0*zP*ǰ *` +*:s* +8*^*%et*옜*n+ *ϔ**Ca*i*d )ͯ)=))_)`)$))CIm*}M)*)2) ))e )S)c' &λT'/'&<&P&^&z'c;',B'2/'\-p'&'''4&Wk&;&"[&e&,{j&&9&Ms&@Dx&&f&T&Q&sM&^;&e-&;8'P''''Sj'"I'e'IO('(7(^''x-'<%'&p&'%&&&ĵ&x&'>}'k'g'2cQ&(&íy' m&&&r5&+&;I&<[&4 &>%&Ac&G\&R&Nv&l{&`&N,&OA&Z\&VP&Hd&Re&NR&TQ&ZR&_&X '&]C&R.4&S| &SA&P&U&W\&O&NI&K&t 4&&9&f&[׌&q$&X&O+&M&&&m&Rk&fI&I&P,&K.&J&BT&G&B$&;>&4&Bk'&7*&7&*&.:&%& S$&q(b6('((L')'\(X'(PO(wJ(ʌV((6;(2(Z~( ''T_''|'$v'`,'@&'L'g'<8'!';&+'63&쁋((- )(S(Ϊ(>N(<(9")'I(V)Cj(H(r(3(R(-ʉ''0'k'`'0&(')O'&ؓi'ط'0''|'"?&'o&Z&&n&& &]mG&>̔&R&2Yb&-&y&8&k&E4&$&7f&5&+)#&T&#&&ic&&%r&&CK&%䶟%$%C%A% &I&\&!&M&),z& !k&%f5&2&>R&~&/k& ;^%&-%t%2-%y%Ρ%D%Ϊ%K%%%%G%W%%R%r%m6%Qn,&T,,ք;,,Y,%*,|,@,,t-?,M,+,^ + ,غ,~+ +,MM+g+9+Xwi+߃+zz,(+,@,o?+Ҁ+++I-!,R-7e- ,w,,/,,q -MNy-x-dd-.,Z,-~,Ɏ,Zi\,$,uˬ,94h+?+@, ++ƽ,A,Nc,$*,dL,ޒ+@.,+B+l+" *0+;b+ *A**@+*J'+V3++t+5Q*7?*B+x**DG*`*a*& +~)$)ߛ)Cx){* *=mD*6#*7)L)))+d+M+ +e|+*߳+)z*/++~Ԫ++w+$*'V+3}*>**23*t*,A)kQ)+)զ)+*Ө*&***))|?))r#-|-@---Sf-s,t- ,--f +r-b-xr-.u-0-,׆,:,k,vW,*+F,#+++oj+X+f+r*ñ+#*Ir+b+^>+3+U+{*+̡*h*v**l*)ӵ)h ))^*c7* R*Y*4y))TL)Z)J+Ʃ+M+W +D+"* `* *#++<++3***6Z**P&*1*FD))η)AO?)s)81*=ɻ)2C*4{))P\)/])h)&)>!^(QX)8Y(!(('@((!)2W(),*Q(4('(C#(yΔ(`'-'r7'#'g'&' 6&Oo' +'\D''Rb6'g&"&f&)%V(;)(; +(o;(_(e®(^S)$(A)Z(Y([(5a(R'X;''H'&'>&(&& :&'l+'4Y 'K'*&D&|&ȅw&l&m4&!am&]hF&!% t%%ѱ%P&M!&Ԥ&?G% v%`%0%l%yn%:%nB%z%Ot~%Ms%%4%1%;%[%4oj%@%_%O$%/I%C$&1j%Y&% %t%|%]d%%E&S%=?&v%%|%/ج%d%%)Fq%%y +$r$$hV$$DF%&$˕%$i$?$T5$$[$kԠ) 5()M((Hw'쏞(?Z')9(q((,(5='(-'R&P'yʦ'a'l' &g&B&&6~V(Q(g(V(IG($'3(C'ݵ(({d(Ȓ(n(I'Bh( ' +'`0W'g4'T#&:& &*Ū&9&'H'&M'=&&\&Tn&v& &aS%"%7%Y%Nu% [=%;]$%%%%[%{%))$!%$Ĕ$}E$:R$R$$p$E$K$%Cf$F8$^X$$>$+$ jG$7#i%@@%g=M%%%%Tm% U+$$$%E%C`7%%3#$ $Z$[$w$gĵ$" $J($ +#<#Z#-#u$0VN#$#7##{ #Q#M̳_賤VMl\۳ImkPtﳥIdu7dz.dz೥䳥$볥󳥪F'G䳥#0ҳQ賥fس:dUw+i쳥zﳥ? `$CYem鳥E^V䳥;ݳ}Yqճrf߳FBhp9pTг PXu.󫳡Ƴ +Z@{ 6/^ʳ䳤l㳢@Vӳ-H\5VEq@q#ru᳖lL61ֳJdz[&$ȳMr³"DXVNoD糟#7ﳡ-o0壳.L9̳8H~`Ov׳c1c೥u볥TDj!z㳥˳A\0-L1pͳdzdPvjV쳤: zXI*;?>˳_/~g೥:鳤%WzmJG鳥aM`^L8 U#GJ6'@ֳM&˳nyL&5^ճ<󳥰ͳ))lQN鳥_Y:)۳0j˳ q,9ȳR쳥T ܳճԳ㳥ҳ˳zBkBpų|%wɳɳճ᳥ʳܳܳ ٳ)Ƴ 쳥N3\쳥⳥8OcxHJ8ȳ}Kt᳥.4k|aw}0fճճ$_hڳ`+X2Fг賥_Գ{ųݳ&"2:L%>tRplﵳy! +ZМ!XdN4N4o Q6 M徳ijjϳyⳝ-VⳜ􏳟ϳN᳉孳zw~IL3ڳ?JpdgK~+HгZ⫳#ᝳFóGwy)Q3l`ѳxp0 p=\ֳʚ2+#<Գ +Mkije 9;c೤>2!i>0B IijDwSܳNʶNJzɳⅳO^3IKdzR(I EƳIK]|f0LֳPڳ]`vRkndɳ*[ +G|=fM=0U^~$vx >5j _糚U<q\೔(ȗJW e糝3WS*)4N^redm4 yHLD(p3\s`]mu4@Ϗ@óȳOsrdU_볳i$杳 +鳣9 Q]'j2ڳڳGn:uijܗTh$X(ٳڳ렳*[B01^XDޅj^I`yγ(ೡfk;~5LAAuPe5dzb9;[e}_,?ӳh⳥DƳlMcdBeU³쳥۳޳g2j糥R 񳥥12ˠ10_1jb1[C1k1_2212n71191*1Ȱ31&"1Y+1/ñ1hX1;1 M0O1%0;1wAA1F11QC1#0k1(*/1Z92!`232)[2 1Ө1j1121o229P2Z<1烞11"1z1C1\$1gV1e10 1 hc17@11o1n a1j1uo1=1m1C8Z133O3 3Y3)u3 31J3k3 3c>33k`3833>;3<2*z22 22KL2n2c{2u$22ˆ22LJ 22|:2l23ly3r33x23CR3z/3Gi3 R33}33/3KC3"d3Md3$42X2˅3\2u 2<2E23293K2O322M2222?2X2E211P11Ĩ2Jq-2"~2N12$21h!2] 1q1B1{Q11R1Gӑ1I1Kp1 1}1+(11\t1N 1"1O1#2P2&92Rz2'2W1҃S212S2'2RQ2&2I1~2901211b11ث1P5<1#\1Oڻ1#1U141}1 +M1N1"j1L1 00R0Fq0[0gk907o0t~0B<@0 0c00"00L0 +0U/.0z/崍0/%/`/T/Z/0\0!!/r0(0$/0//1/10_b08N00B0> 0]d0#0d00 04R080$0j0W0os0.Jh0s030 /F/E/X/C08J70L=0;C0{/Yo/t+/?'/CY/^/-/i'/5/~ .>/ ܻ.ӽ/sJ/=46/|g/D/.t/O.r.7.v...{0v0@+05//5//0A/0D0A0/[o//)/"10H1m!0S40as0w|!0}30mM(090ǝ[00I010cm00Y09Z0 +020(/4E/p/ň/+0*/0#q.//3//='//Ȭ/By/~/:z/ {(.m/.ù/tPL/27/j +m/+ /=.E.b..<.P.E.G.^Y-r. -0l.#C.>.<.6C.-R#.-ߚ/`/# /V/..I.U.ӥ/M_//DY/.ًF..G.,.u0..3.jv+.&---Y-O.`O.V.V.--5C-#-h3w3 3X3z3N3$3N̕3$m3\ 3333M3#Q\3K3!u33G2Θ3<2φ2a22B232Q2:2E(2222|^3 3~_33z&K3I33Ee383o3tO3A3n43@`3h3;y3z20h2z2ޘ2 W22w122q2ǡ2 2222k(22d2Q{2%@2N2#212+12K'2 ޜ2Gw21141ά1 11h11|1I1z>1F!1*11w%1P1mhU1>*61f16#1 T2Cp2,2>2D<11sY110+29T2232 11[11>1o1cZ1j1Y֔1.11'U1(1zU1P[1އ1H^&1 +0,1%X0pI33gQ33`LC36On3iB30:3 +)33X(X3I3Oe3)3j 3")3O22n2O22/2\2(2R2222uX2sh22IQ2v#2@[3}-3F3q^3=XM323K2.3eF333Y3*63 2,l3k2j222t+2N2j272`52/242EN222U2' 2L.,2 2+S22$81v1ύ1101Y2 12?131111)U1y&]1@]01o%B1810T1dq0ڶ1e11X1\1*10҈1!0ʻ21P2 u1Q1L1M1/12 1X1O1Ŵ1[1{11q1TZ1$Ou1K1Z0@0>0?t01CW11<=11000090oa0G{0M0%00P{0x0H.J0ݥ<0Y0|0t0~K0?K0tk08=0A/0&/.//I//u0/00 +?/z//l +g/f7/b0700é[0М0j000ax|0*00 00+0X0# 0PI00Ϲ/g/d./3/n/Y/{/QL//////I//BI/545fy5+l5&4=44Z05^R(5%5T5C4C4s4Y44E4_4jw4U|4L3=E4h 34(4Iq44}=/%440~4ߘ4'f3`3g%3M3M`P4q4 4c*433=i3ED3$2Q2pȲEhó6(޳8K78|8G!89808R8 8x*8CW:8qwa8?j8!8ϖ8$767#a7C7Ƃd7d8 7}8>777r7{@7!7 +7V*7=7S7*77'7]7=7P77L K7%H7J7"w6e6F6T6K|6y +6^6O$66D6Bp66Ȝ66v|697lF75R756>7 6T26w6y6t6l6b6-e6Zi6&[66(6z606Q6h6G6m888z88j89h8a٤838H8s]8K8J*8Z8,8P8%87K8 wk7ީ)77m7^7c8*7՜c8_v7˄7 777yP88~8Q8ru8Ht8>8?|8!z8 8gï8K8[_85X8 +;8,8f797i7-777pA77e77l7I7p77Z[s7>7P7`'q7.rt7T7&7n"6767KT7&7Cv7M6c6 d6<66dH6yI 66pDu6@n6a686A{6}6f.'6 #6^7636 {6+u.6Qp7;7727 5666ܨ76c7+7777$6T626:6Ʉ66U6Wu6@6M6$h5E;6ڲ5}06~!6ED6ty6>!65閟6br565`65㬸5355c56U5e6 +45Ҷ55y}55nB*5K[55B-548444O595 X5325tS44y4o4s65!55|5ѧ5e"5r5](;5N25%55d55T׽55LM5+K55%A44`4434w545U4=44k(44`~4Xk4 + 4L4#R363 324@G3W45ճ3t3f23s2 +1\~r +L/̳سLܳ!&nR4c +̱vȳ'MW8-$1\(4,f3L4!X3:D3b2 3Lj2z4n3433?@2DY3+\2 ʲ53XJ3[-`!Q8hPc#]9 +> +ʰ=mgB\j5N5%555J5Dz5{U5x++N+ ,__,,UO{, +++"+trg-n-$A-dH-,L,C,},;O-ZD&-Ms-Q -7,LR,,ı7,5,Kٱ, ,BC,k+++io++_c,:,+\,2ڸ+++U˙+؍+Lq+6*~+-*ޟq*G*:w*UB*1+%*^l++*ʴ**)U*+*!z6)/)y))H)..%()%(FC)҆)t)Ȝ)v~)n"(=A)(+*+z**u**j* + +:*+U/*J*`* gv*VDR*)=)j)])_T)g()x(()n)U<)^)JL)((=(KR((b/((V(F4'6'yg'Ɖ((KJ((A '*''3~' '2&bO'(&]n&gB&V&Y&Y%a'Fx&S'%r&!&K%*&>6%(b(6((-:''w'_'i(($ (j(V'X'\~'r'P H' {&'C&6j&2%Ż&'Y%p&)&&A&t&W%&%b%n%%*M%%$-$\$w$Em%|n% 5%iQ% +$$1$$$V#]`##+8#ii#'H#B##ζ#|q#`#X#""ݘ(#"6Q%Y +$2%Ic$n$5$L$l$%:6$u +%-y$$XK#跎$E(#Ҡ###;0#v8#""""f"Ne"pW#}F# Q#ao"="η"F<"M2"#͙(y((m( ?''D=S'e'9n(`º(j(U$~'s''.'B'$&Z&x&8&iZ& ;C%&g(%r&^&Z>&;&Mb'%<%%=%rWa(J I'D(?'ߟ'G&''#'&#(5'ӝ(,I+'2's' 'etq'&&@&&4 %%aG%]%Rl&K&)4&h&}r%y4%D)%[l%6y<%! $7%$zZ$5e#"V$&nY#% +Ӏ$pM%$S$ʰ#T$ y#ZG#I"܎#5"*"n[""M+D>+D+<-,-|+T, ++U+{ +4A++-6-+,뼳-$',8,;,Y,,Q-3,ڨ;-*,ҡ,?,I:,J,B=<,2+5, ++h+&5+uF+uS,:+^[,d+I+ky&++a+** Z**(*L**D)l* **@*L*;)%*3X)f)\L)AgU)I)8@(K( (()$)/|)v)'#((z?"(m(mKP**>0**d'*+|/)I*#)ˀ*kB*yk**nX3*p)*MY)))s)y)(Oo(`G((T)m|)} +)a)(9(I=s((>w-k,- h,CZ,M`,:ͷ,g,3&-.,̔-hZ,j5,4,,T,u]g,%6v+ֵ+^++-+X+ OW+Op+.q++&+8+9+Fd+#+=o*Q,[,*,,,k ,!a,` ,{,u,d,,,V,,LnC,5+ҁ++G+ +4*zs++*ܽ+*+{0++m+">*+;O*œ**c*^*X*Dq)*_G)#*z*Ng**D*)9E))9)VD):)K1(ڨ( >(3/}(ki(()@$(7L)5q(((({(***9E*0*/)))f)w)Rg,eZ +m Գ{p̺iz÷IPó_ﳡ볡ziٳ훳t} ~IolN7rlҳo#$Rݳt˳WIwH糣7K4>L]CҳG]ii/!T.㔳*j0PZ쳥y^|dz7糥<bW~eγ2MtS崳xQ峑:dzBY{Ty^PI6ⳋniRȳ*ųVV64]BaO#[ͳԇNcD}ֳgA^峌Z鳔Z{!ók 1oI׳󳕧=-QNr:6ܣU`;䳞Wӳi$'糢F޳vs ;JfL¡̳W e"ə7@ E೥i9l㳥JOFo޳r⳥"8-Auoԍw=B~X%̳S$NWu-#w{**ҳ[0Z^ﳥz|OB곥[p賥!̳p泥/*a:ItXѳf޳+׳(EMKȳh ڳD糥u"A гٳ賥賥賥賥೥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥ij賥̳賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥}߳hM糥a.>O|L[D "ܳ)OF񳥭 baͳ̳⳥hwﳥƳӳ賥ڳ賥賥賥賥賥᳥賥糥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥rDvY:lų6y<|wzI᳒E۳ok9<۳4q&E0mVﳋX\JnfKw"*214-HC<㳟B42賡̳{ ~QQL %Lr#߳N/Y󷳤W;vfG賤Rk6b-;el~ݳ ?h̳DlP} djl1*lT:ɳVسҳp1ȳ[?8Cҳ{aqƳֳaгϽU ijʳx(*0 ڳ.A&F6ȳس<=Zz^賥|ճ2r³bfb䳥l̳hmhK+ 賥Ydzh賥賥߳w賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥򳥪8O6YƳ[ +ɳ賥ѳ賥0Aٳ賥᳥賥峥\?F۳峥Rd賥賥賥賥vó賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥:{M:i ::>:M:T:M:p:::`q:_:z:K:: +:D:I:Z0::}e=:v#8::x0::0:::;:x6:t:wT:l:`:*:Q:J:#`::E::u&:{C:}:Ш:+m:}}:|.:::!:]:|:t:x:pI;:r:y:xD:sOF:s#:jL:le:d :m::bI:n:cX:VE:IKY:W:JS:n:c:m:bF:W^:J:Uv:Hi:;W:-:<:.q\::: VC:vA:<@(:.::ޯ:,::X:::j:_n:fl:[Q|:S#]:F :O7:B_=:`:V:Zt8:OΗ:J;:=:DQ::81:8q:*:5 b:'y:::: :0:#:+:ޗ:R$: B::c:ui:wY:m_:o0:vԞ:t:n:l@:ee:f::[:\Z:eW:bѹ:[D3:X@:p:k:hH;:b`:d:\c:[ :S2:^A:YSc:T:O?:Rh:J/:H+:A8:Qp:Q:FsK:F@:P=:M:EVF:BG:; +x:;@:/d:/cu:9:7N:.(Y:+:I:D[:>:9:>x:7CB:3a:-:3:. +:(MK:#m:)<:":}:VH:S:H:Jm:@:=D:1:64:*:B:8}}:8G:/4:.Cy:#:%::%Ӱ::c: +: )::9>:n: : +:=:9909&:/::&~:%j: :.:j:?: +":w::zq: +%: -:\:9h: R9[:\9&>9W99t9999'9ЗS9D999~:9':>9WF9! 9%9 o9S :9ef:9Ue9v9-995999<99V9oL9 +9m9d9{9 +9N9A9j=9=9g:n9*999 `9i99'9-9 99+'9=9J9k99_9699 9@k9bJ 9|}G9\9֢9e9 9{9u]9V#9m$9Nu9R98,19Pc959 n9 $j9-99MtT93u9IV9/iN9R9,9898AP8q8d8a882s8 +888ń8s88A8889E69+q9?d9&#h98DR9258)999 z492֙9)A9 s8?^9B8C8ٯ8M8;8pc8Wm8k88~TS8L48X8F8r8 8r28a8e]w9c99D9u19h9Y9999N\99r9 9e919B9`9d9 [9yq`9cܝ9Fe9Y9<9G9m99_9N|Z92ʛ9B39(D9L9g991L9S99{999 9o99p?9mt9x9[M9pjy9R 9`s59C96Y89YZ9)95z9P<95bL9@K9'9F99T8D9+-n9<9"^9 ư88ּ8899Y98F88M8OI8888<88!%8WG8r]8J;&88188{c8b$#8:Y:: r: Q:n:u: : :9::}:Ҧ: *:: : 6:T:߱:>#9u9]9Z9C9)9O9A99]9K=9989׼.9Դ4999&919x99C999ݤ9<9fP9919H99~@99@9+9o9_9"9`\::{19a9l9^9$9%999۟ 9K9ɠ99OV9] 9*9!^9ڜ9K9893c9P9K9n9P_9!9ug99199Q99u 9#(9>9s9b99~T9999R9c999_99l 9 Q929 i9tL9v&9]_9^%9G/9q9\m9XD9Eg|9G&93F92nV9 9c9sr9P9[9"9M9999V9kU9j)999hWb9d 9;9M9V9l9'9q9]9w59ye9q;9^-9V9gp9\99M9CY9Q~9P99989N9J96/929#9#+9ܷ9g9 9Kx9 И9 9D9>9-ͭ9'g795d9,oy99tS999889 9Z88'9%9uB9i9Z9dp/9S9K 9;9O׉9B989, 949&gB99:9AzN9/C9+9$69ѧ9C 9 ?8(9\9 98{(8:z8ݽ88j9"=9gv9H99 )9I8 F8 8Q88י98W8M +8\8488t8-8̘8I8p`88:8^8/8%(8U88\8~s8v8[ r9O9O9i'9l=O9d9I`9Q09979q9WH9[9C69>U9'9,S@9 /90l99 9 =9)8S8W8̓9m8H9~8q=8a88uI89Fl90*9229?9G99 H/8z9E9 X9888!98(X8ɸ8O88b8T8*8m68H8$8B8,8:88b8l;8u%8P8b8Q88(H8`8gw8y+8QL88~88om8`[8;٦8I18'8AR8 8.J887ڸ +7ë79#8]y88 77Շ]7/7 78}rw8U8a'8="83>i888}D8GI8(80;c88 7G7!8737-7g7ێx77Z77n7rB7WI77v737?7T-7c|7888S8߉8^8ß8n 88z8ġ88-.8e +8\8n2808eA8c8}D"88^Q8X:87x8=8 )8b*8BDI8Ev8(8%d8 r8788ƈ8+ 8dL8e8G8F+8+8`8D8A8(P8+8x878+(8;o8#7H7={7Z7n77[D7h7De77z7n7M;7M8188@?7r7S(7R7w77O7ī7˳77fo7 77hqW7Ԟ7ri7U7R +17E7 `n7*7 +c7]D757>7NP76n66>7s7"N7V7y57q7G7N7)7#?7T7YA4737/jj707'6p7"77 +6n6Y6g6[6,6\66*6e6P6t66L‡?q ?v?uBz?y +?y |?z|?|?}?w?|\?yJ?}e?~{?z ?78? ?zO?wC?|'?zX?r?lqM?uk?n?~,?{ ?}E?z?vj?o?u?m?y?}#T?xF?{U?~?~oD?|?{I?u]?wa?qx?r?x?w&?sg?rb?{?x?xo?t?rGn?k?o?g?t?p?oW?iE?i|?b"?c\?\:?do?ZW?f?\Gb?P?D?QP?F ?f;?\r?e]?ZH?Qx?E?P5?C?8?+?9q?,A?,??-?;?9?,.?8)?*Qz?%??}?,?ao?X?_۲?Tt?M?A)?In?>{?Y?Pk6?TM?Jq?EQ?:??D?4b?5B?(N[?29#?%0?m?z?? ?/mv?#@?)$s?.?? +#P???kj?m*E?e?f?l?k>?fJ?c 4?^?_h?UJ?U ?^Im?[d?Tn?R9?h)?bR?`O/?Z?]+=?V&!?U?N?X?S'?N?Iz?Lf?G?DFj?=Q?K?LG?A?A?K?H+?@?>?8Xw?8:?.?.e?6~?4\?,&?)zL?EtP?@d?;?6?;z?4.?1?*,?0?-_3?&?#?'%O?"Kp?G=? ?MN?D>?G;?=?:"?/?2?(y?>K ?5p?5?.i?,?#5?$?]?$N?w?]S?? ?ֽ? >͇?l8? f{??\J?و>d>n>?.7?%XE?$_? +?Z??? 7 ?^??? +H? |?|?k>4b? +E?6?G>>G>Y>>>~2>㖻>>ԥj>ў>P>ü>?f>?/>_1>>>ݓ>Ƽ?>{?@/>߫>Pi>:>>-Q>a>>>3>$?>y>>xy>>u\>~>A>}>uzb>+>qB?>?v0>U>>i)>k>> >v>A>߲o>>>=>>c>>>a>>mL>a>g>q>>>z>?\>aTP>w>X>]>CO>['k>?m/>*>,>'r>>W><>SK>8̡>$>9> > y>=;==<=~= u= +=k==Կ==:='==U=T>Ou?>4>J#[>/M>$>4>>[>E>*@><>#/>i=?> ====E=G==3=H=9==إ==Ϛ=s=J=jw=={ >1R>ֱ:>>՗>T >V>>)I>>ƌE>О>m>ۓ>v>>_n> +>>>*>oe>P>cw>G>6>w>>jY>Xa>;5>Lx>2>Ś>>z.>C>&7>S>>>XV>>><>F>x>>f4>{ >]v>kg^>N>?3>&I>3>k>Z\>>>JR>0ʷ>&>%>I7>*)>4>l=>,>.> =g==>"> >q>==K=+==Ô=YN=2=n=R=kߘ==^=T`=)D=uv=y=w=M@x=d=A]>=>=E=K==).=]=o????]?Q?V? +??%?`>>O>>q=>>>Vm>>ش>ޢa>A>^>>#>>F>?3>J>>W>]> i>>2>=;>΢>ڣa>k9>q> >@H>%>,> >u>+>>??V*>s->b>5>qp>η> >v>Vd>٘v>p>>j>>M>>[>M>SC>>E>7>>>&>}->>>~>>`>>@>>\>~>Z>`r>F^>l>y>">>>.>H>? >wy>>>_7>>y>h[>i>R+>|t(>gGt>c>O>Qd><>;6>)>>>>9> >>;(>>>s>u>u?>a>>r>p +[>>>>lN>>U>@>>k>|7>i9>a>r>fL>W\>MI>\?>[>ES>C>X>T>>@~>.]>-@0>>.>*D>&>k>>Nm>I5[>8I>1q>??>6E>)w> Za>!!>`>>#>Q> &>f=U>;> >sk|>e>pCc>_ >U>F<>Z#Q>Lf)>Bw9>5>>]d>/a>)>>Kԯ>9$q>5l>%+>(H>Y;>G>z>!>%>>>I&==7=>,t> 4>|>P>> 4>=E>>=="=F8==Ѯ=V=3=h=f=ڠ|=Dzd=U======c=h>~>T>wQ|>p>SX>[>AE>|>b+>fkd>MY>Ip>1;>6n>>9Po>!>*h >> &====>'>W> aG=S= =k=n=Q>9|t>;>'>$>>> >)O>`>>>l=C===z=mv=(==j-=t==b=&====Ʈ=3=Q=c`=[;=====|=~=d1=^=L=r=ӧ=t)=Lw=]C=8B=S=0=A=ґ==]==]4=A0=1=J=q=g:=b=^.==^=ZL==z==E="=qp=l=G=N =0w=x;=T(=Z=9=5==[=B====z;N={=[j=[r=>}=u^=X=RD=9==&=#>=!=  ==Qz=!_="= += <<<슨X7U7,]G7-y67 +t6ݑ7@7GO7-27 +6666)7 I|6[D76x6a6Z66s666ؒ66D6o66Y 6c6426PW6$r6 5h6r5G6=h6EK6+E6ĝ5ꥍ5S5Ӊ56666F6wg6C6^g6/0 6=6zX6z6_16F<660e6 +a6 +S5 +6 5.55S5+K5K52555!55j5b.5NA 6z565p5D555<)6 bA5"65!5j5Qj5&E5~5r*h5>P5d.T5254J5 4#95U\5'5G~5k5s44 4k55"5X755Ԍ5l5\5Z55e55j55I +V5kk>5759 455*054]4w4rJ4541544N.4@4*4V4m4o4> +44^}4.-4Pg4#344y44hJ4CN4jf45g4 43Աo373Ǐ 3y3qR3D3u3R}33\3u33f3k3Xt474W +4}4F84'4O434h +45O4T4'կ4f3W43ђ3ο383w333KU3p~3>|3_3[333`{32/3Q,m3&b5D5:5D5y{5V5'5Bf555`5s^5JB5/zv5S5}+4d54Ǵ4잨4t474wr4֑4b44w4+4*a44 4O694ng4<.5g545N5 wf5 d444+;56R5 u5 |34Z44A44(44(44vd4Xr4+;4C44$44]H4za4F4/4 %4$3,4Cg4|43P4 3i3334#44$3|3lR373;333tXt33b:83B334t#33"3Pm3p3@V3&33t2IJ43R3t?3kD3o3b3ۧ3z=3ޣM3e3n3J323c3r3N;r3\Ti303I$b3!f 3 2)3}2Q363 43%̌3o22F227=7<*7Y77mT7@#M7S7+77h7}7Mc7<8<77&J77d617 6-6>e666\S6G6RA6;6 66t6n6V)7_75_7D@7.7066067+7 +Q7t6[6ޙ6ј6É6"6b6616D6l6:>36L6!6fB6__6s 6@606 +6u5^6z 6E{6\z6-Z6s55s656A`606(z6n555E-55R55S5C5hO545Jd5 5v5bo5{5F525 55%466c5Z5[5ō5 9555s55GU5\55V5S5h*}57t5\5.625@i5F5 4_4J45'CO55S444 4k437n6g666n66Y:6a;66P6@6[6r6@"6M6"B6Q ~6$62W6 66H5*5ە59s6]5w5#5X5 55oW566[}6hw68^6-h6656C66"6X5 595I55%5k5]5Ih55Z 5i`59O55y55Q5E5z5&N5:5;5}u5 +5ZX5H5kL5,5\!5lܚ5;T5J5 +!54464(74K844~4_4n4w4&4U44U4L\4z4gΧ474F45,5w5x44ʁ44A44l4=4Ѝ}4 :4 4u{4F4N4 +n4U4ea464)414]34B#4X4$4S3W3`U3So3;54Z404Ǵ4G444z"4F4U4#D4%44]D4u4C4_K41H4Fq4Ï4 33jk3ͽ4/4 T4'3a83O3K3ųw3c 4ܣ4 4=4m4W"4+q(43f3t33|33,3v3Ѥa3I3z33+3X3k?3=93/3 3*33g839p3O\3&393f-.3~_3L039No3i3% +3: 32;326,2} +2:2N2u252Ԝ2Sg22d2~7.2=2c3a+@35r3FV3 S63w]232ѩ3.ϴ3 63SX22z2r2k22K22.2x2zϫ2Jf2^H2422r22U2D2:2-A2 7{4D`484)43q3Z3~3U940333H3 +63)3"Z3Y3433*3^3M!3%X323r3oK3@dF3N?3&23#23 2ظ333p33b[3\p3j3<343yke33S?t3G3 k3)s3531D3P3E2222ŭ2i3V2Ш&2h2:2b2b2#2gh32f2282V22e2x22`2u25?2Lq2XE2f2;+2g=2;}y2In2#21w2;1֒2/n2:211e1ZC1*B1 22t2A2Q"2F2!2*62 2\22+2;Y221`11221ӣ1ߨ1 1B1`1s1l1i1j1(1O1y1H1Rw51)=s6=i=g=caA=EV=$U=AL= ==^.=}&=T=9V==2=X= D<=#<{<;.;Hx;WW; p:ؚ::U;;;;f;2;d;U;K;k;lp;\;b;hV;8 ;Ls;"h;5;9;!އ:H::`::]d;W::k:(:S:::xQf;8 ;;, ;E:JW:T:ـ:&;#4;;SG:o: :':_:::e :٬:WB:4>:@:)E:#:q:K:n K::^-K:_BF:.9:N :!g: +9ޱ9?9J:=+:lT:.=(:9S9;9L99/99cw9o9b9YEs9f9Ka9[9x`9J9/9r\9=9a919+9 9!88e8+8b8m9̃89 8ܺ8^888ߋ999k 9vB9R9%9AC99!9b799Rn94_9n9'_9ۗ9;W8Γ8H8{588N88t::9jZ:99999~:k9MM9$9 9uy99E9k'r:A:X:x:B :*6::_95:\:,%:BpT:~:9ۏM99.99f99p99V;;v;Ip;&;ԟ;E;z_;Ȱ;;Yd ;n ;=;;4I;P;`;;M;";0; f=;;h7;@;Jv;7s;; o:;a;2 |;F;h; :":::~:d:N:0::Y :s :A:q:K::m:V::+u:>?:Y;*;;:: -:v:: :é:G(:9::Om: ::]G::Rll:g\:8[:&::xD9G:J4: ::/ : R99~n9 9s<;p;";iL;;~;;i;jD;@;]6;;?;`i2;qN;?e;tX;B;P;$ +~;3:;:$;0 ; ;l:pI:ޚ::D:;;;&;XN,;JKj;!;*R;/o;c;6;? ;;:4/:uR:;(::L +:h#::M:::_:L::Y:|+p:lM>:=-x:Is}: :+W:f:nw:LP:p:?{=:Q=:$:*:a:s:A:3:;:9G:r_9:(9иV9|9g999(9|9VI9399d˵9x69E:Q:%:1: j:Q9 99G:99T9U+9'99 99999bK9T9*w95/9Q9rT9AI9MV9$9V8q98t:-: :n99ܙl99D9:D9Zl999r_99_9rs99] s9w>g9D91>9 98S9[9/߭9B9B9 ~8^88')9Ӻ@9wp9uR999V9k9;9a9z9a9`9N9%Y949k9,_9 9-8/d8B88Ò/8&]98Գ{8b88'88 8s88S8888n.8b8WQ88a8N8t8mF8@8T88,A8@?88. 8 L7f7q7K7s87y8 7ݽ77Lr7)7Z=8D18i8~HI8M8<88'j88_868D8Ju8y7#87D77)77d73777l57©7877U7~[7N^7b76|9u9C<9Th9*998]9f8[969YC9r88D88ʣE8F8ɳ888>8A8U38e|8:K8+8w 8-8U]`8F8 8-^8 ߝ9W888:<88788r388ؔ8 8B#8O8M|8Z808c888BD8878S7u8'38{~87e7K77J7[8-|8 8 +77m77Q7:78j7Ӯ77k7Ϊ7677s>7s7t;7"7S7F7 ,7-%7 7dE78+7F'?7 76}7ޒ6<7h77Έ777Q.r7^|4727i7jl7te7FN7=P378Z7 jp7Ů7)7 f 76466rD6.d666Oy6d6^(6E'666]_8B8U8Bm8O8P8K8Ԋ'8 88x8878)81888p8k88H8888T8l8g.8K8f88g88yt8&8̎8k8hj88v8c78\<8Gp8Dp8'8%88?z89Y8!%88zC8n8S8I8a18S8>8282Bq8)8b8 8 18c8 7*8>l888[T8 38\S8iV8x88}gS8h^8WP8h#8Ty8Et83878m +8aN8Jd<8SE8;84l8w8?8+>8"(847Ac7W37B#7/~777fY7T7<47K/ 71<7%7k7-=7c7 r6PC7166Ю67,Q{77 3 6\t76v6䮟6̽M66R6f6^67666\`6⒟66|6>6#676a6s)6:66fy6J`6_$6A96068$k8\8 .7e777L7B707F7J7&\7677W7/7:7h7 7a7g7\7]'78747\H-7Y{077{79f7x7 +r7X7*77n7or7xQ7T7NLj70<7e87F'7<7"@7* 77 m6874 +7G766*6666T61W66b6a6'66 +!6g77,K7uR76u66B6M6{$76 6wY6696266gc666I6]N6U86*C/60+6Q 6c@666;36Z6-5엱5g5Æ6B6?6"6k6j6>*6?6R6j6?6>q6-6 +C55&5Ej65h5T5555e55̈k55#555T5U\5+D37E7 6!6 6n6*<66x)6Yb686х6|66|*6o/g6J P6E6lD6j6\BW6b6;f66 6Q6S606)?6 N6M5^56X5_6L6`.6Qd/626? b6!&6B5S6&6 Q6 '5!555565ٴ5555M55`.5Dw5)5q45E%c5Sp5, +-5 56*5,55Ɩ5H55D5Il5>5 55vk5~5M5G5!=5/5TI5R/5)5*E5j54M!5%5F54](4844445l]5?E56w55344Ќ4m5 R4ܔ4Ӈ4E4B4O4ʠ4]424}44x4W4N4Ft44k34Z5)U5!<54J5M5 A484ױ5`5N5+55<5*54H5-4Y4 4G4ɟ4R4m24h44]474u44>(44^E4b/4UnQ4*49443"4O33L44d4:44>\4*4333g3333R3b^3:N54}4N4`G4(w4B44e!4 4h;4@ 4=D4?4"4C34t!4^4<*4 46e43343ȫ33s333k3?4f3333s3|3m3Ae3i03?S32I3d2#2U2kK3m3B 3=3Z3*3/2:22#2b2=@2[X22]կ212oi5 5u5q5w5r5^k65K!05&~J5_+9575$b5853404݆45655 4ݰT44):444D44S4oJ44VD4Aռ474*4M4[M444@4g4*4NW4%I434-z4 33Er3ࢳ3A3HJ34D3%3o33=3}3{3I/33j3g3Q}3'D383y32'3 +3_3ښ3P3k3b1>61x1:fs1{0f_0 000e0z!0,0y40Gt 0l0U0900u0l0o0C80o0F{+04/L//}/ţ/T/x[>[6>`==k><=D==o;= =<=n=3=.=i=$==]=iX=,==\==f=\]==!====G=j!== =}=_=}==u=y=o=\=W+=8ZG=5l3=Q=JT=1=+>W==z=g~=]=v=g|\=Oֽ=DІ=DJ=:P=$1=M3=/1=%G8=+= +'=ɂX=5=d =%=$======~I4=k=~=gP=Y=E==.=vG=^ƀ=fݖ=LU=F7T=/?_=QU$=>=2X= =(=D= <3<<<=4v=#=== y< +6;]\;` D;7P; ;`98;^+;7%;8 +;p`;[:<';5Vl;;l: +:MS::;:5B::]:ņ::#:Z::N<0~|<[<;B.<:; +g;b;;c;1;_^;;;s; ;{R;l;;Dn;ӕ;ܥ;^;Zٌ;U;. ;w8?;MX;FDZ;"`;)/; O;c:PQ;/=;`;tq;Q\;^7;>B;1(;4;DR;%i;m: ;:0:Գ:;@;::qz:l:|&:j::j::J:q]Z:K:j:EF:)CG::::aq:;p:Tx:0\-:jR:!:"":&99}9A99O9[:::B:{:(::l~:_p:L:Cab:/::7ÿ:,: M:^c::y:P::?S:cX:N8{:.::f:Jz99F9>.9=K9O99]9UH999.99s9h9Ed99U939_~9:'9|8Vd99)9g9B19m9E9"^9 9\9885h8.88BB8n]x:-fD:9 99Q9 99b79!-99o9GBX9o 9E^9%)9L9FD9:9kV9A9c],9:S99U/9$ +9g888۵8f88u9%09/D8888"8yL8xt8h 8uR8DA8 8I_:8$8(<7-88y8J(8&ra8Jr"8%Ѯ82;7847ڀ77W7{7f{7ho7:::f:.u:h::V:t/:IƮ::]]:G::#\g:6o:C:\69:[':3!:$~::i9?9,!9E9ى9h,99i999q9Do:N9h9999 99j<9)9{%9ZJ92s9N89)=988_9w9W9>990988Յ9 =8p868I8t:8%~8}8L&9.9I99m/9]9PQw9? S99X@9/S9c99 W8 868~9(9k888֮j8XC888bt8c888X"08l8?<8-8 +4858^8e8 +88qX8Wo8.I8k8>78%8u80X7778Aܜ8A8 +77R7h}7'[7v7Ĺq777\*7{yM7H070S7 P98+88ΰ8̭68788f8'8o8G_8!8BM8J+87ӄ8'8[8;%8'81s8,7U=7"/7#79777ˮ7Y7_{72G8w:77q7/7877j@^7; 7k7N7)7w6Γ6O;6666A6ʉ6֫6i6:u6_:63y6E56S]6!6wr6E6qq6A6#546 @65V5Y5555N65%5`55 55} 5Hk55Lخ5"`V55!Fo4{P4݌4=655N!555435ˡ5h@5=55`5zu5rf5@5G;5 55]es5/R585K5 ^4Q4t4,7532484B4Ȭ64\4t4$c4|F55M85Qc5'5#5v54Է5*(5^54ڤo4؈4H94144]X44 4/D44O/4T4(Ϡ44YZ\4\74.%4,qg4x4 +3'44i44g 4[=S4-P47I4/4r(4?4G4w4V3a3_/3ǎ4 33担3P3js3G3H3i +3t333|3s.3B)3I\3 \4$44ݼ3c3΁.33W3338e3?333Y{t3\nA3/R3p3Oj3U33)q3% 3p32ض3-3 M3 2ޥY2L2!2ǿ2(4 4%44{ +4^4]R4\4/l4I4Y4UA4)!4-x4 4W3M4/ܭ4 4 f@3i3ݫ]393g33M333#33Z3[)3X3+4% {43D3֭3sl33[333<3/3glT3tw3B38P33x3RI3K`93!3'bq33r2̌32Ax22܀2222kz33]3]30-30a3 YH3 23.3 +3~u2!T222ӈ2M2ߜ(2Z22`2q2c#2b'252n2?W2_2[2/82212I2 12Ө(2k222D22U2N`A2${2x#92E2;}2U]2j1112*pt22.1b1N11411#%11?-1qF1~1K1@ +1-3^U32<3:X3M322I23SC23s2b2J2҆22RT2!|2_2U2z2q^2C52Jw2#22Q2VA2-6U2(<2h2 1R28222!V252[=2_v23A2~2b-o2c26m252"21;20&2O2l1$[1g11111>1p91w1}1uԭ1u1E.212ko1K 1$11`17O1ܓ +1\S1x1w13^1i 1nA,1@]11[1b1610 1i10z1<.l1ɭ10}000ĭ/0K011r'1t'1Ed1Cs11,1E1F)211<121O0 '0P0p0$0̚0Ύd00S0 0j0U00ш0A0Ux0VN0+0+T0 26mN2>2 1舏1꺤1J1d111c/11kK11k=1e81871H1sF1p 1AM1D1Ȳ11=T11P00j000A11^\ 1U1*1211:0ڌx1"1d0*0æ0ϙ0ڌ050y0Y0d00`0o0jl0_020z50S0F0Yh0(0/P0/030#0Ȥ0$0 0 0VG0Oq 0/0|"F0t0Cfs0J0!P0[/!0Sd10)b20&/00/،/{/0n//ǤM/9t/j/ej/}/I0;00G/_//-$/6/4/ġ/"//~y/!o/Xm/IS/ /e/rj/f(@/62/@//7.6/+/AI. +.ț.¿.O.z.y3X3, 3 23 2W22q2T222K^2\2n\f2YP2-272$22_2N2]\820AX2$I2^2=2AY2 1*11H11u+2us2D?2/2 '2R`11q1ޜ1k11ļ1N1#9111y1Z=1. 1Ǝ1)1Xt1a1{1H#130811G(1g1 +0K0x0O0 0f2 ^F1ߠ1,b11-1p1:1Rw11sl1^t10M1A֒1U1 071b^14vF1'11ߏ0g00q030Íi000Y0wt0`G021050^0.30޳0mh0p0c#090|M0\~ +0.k0HP00 +U/i0~֔0JFu04 00 q/S///H /Ʒ~//`/A/wC/V/)5|1m3)1=1!1/1S000˝0ٷH0(>00eׇ00Z[06N0i0s0G0B0M +0p0>VK0"p00-0 ^/|//ر///`/`F0=0lF/M//#/:/4 /q/)p/v_2/C//B/}..Sh//j8/>"1/dB/8-B/F.XU.y.X).t. `.g..d.3/. v0[/s/+/[/dM/h/|/F/#/Tk/0]/ +w/&/b.x./jO/8k/f./_..m.K.v. ..O .{>.D?.!6-;..n.a._. .X`..*.[t.2 . +c---ֱ-7C--H1@.(x.---4w-g-{eo-Aq-pD-FC- X,]-d,k,f-,0޵0w0w0V0hA080*0I0D0F0 /q/(H/1//C0C/V>/%/R/R/ //W2//wZ/^./06 /Cʙ// !.}/i/_6/@o/_/{/G//ߊ/ +/CP//E..-..ڛ.Y`/ ...nY.C.`..S..%r.i0.Ht..7 .%-&-t/ka/:g;/*+/ +/.龌.vG..0...!.6.o\.V$.(..#..Q8B.e[.4ލ.$|.(.<..Ё-ti-#--p-|g.q +$.=0.%u.{.Q9-By-i --ߞp-s--g0- -SN-3- @--!-v[-?-]&S-,(C-,j-$e,&w,׷,ض,Ŷ,,,F.i.B.kf.7.Zm`.*.--'.-큊-“--v5-:-idl-4W@.w-2-6Z-r>-,-zn-Ppx-!^+-]-+`- %,k-]Z,1,,}-st-;q-l,-+,,t,DN,r,c,T{,!,R, +h+,p4,,O,A,IH,Sl++(++r+&+V+h+V'+"*-BP-,,,,',k,d,J,r_,B,",9,++++`#, ,V\v,0?,.*,$++T+ +ژ+?++J++B+Xo*++++T+4g+P+!*+"*wx*=* *5J*{i*Q*+**VP* 2*G*&*SY*:M*S**9)B)L)4)k)F)E; ̒;z ;:Yy:Χ:I:I::P::%::X:hb:oh:@t::Sr:^U:1:(q::R9❶:9t:x":9y9999D^9:m:vE:|_:K>:F::" /:a:M8:$k:&::J9;799Q9;;9ّ999p9޳99S09̅9h99Zv9W9,\9.9 9x9i9!|9H999Xl9cj96D9i@9nݏ9y9F{9=e9Q79г89-i9 +i9818܏ +88:/8J8_G8_8B8/88yMr808N/9MP9$lm9)1998+818<9 s808=8y8~88T8`"88~8B8Z8T8+J808 Ć8_g82 +84(^887Ŵ71-7H:e9999~9H98-9[%w9299B9Uv9Xb9-9+*Y99\,9/09.49 59 8n88B9 +e878خB8688@8XZ8]D9O/9&9K8x9h8 l8˓88Of8Em8088S8z8l`8=188o8-8P;8W8+8&8A8F88Y7$77ɇK7{w7888M8a8b84184*8r8_83z818 08[7䙸7378X7 77'7777n8767|77db7j79&75788/717=7771,7$ 7UQ7277t7BQ7K7$K7&67^U70O7*K7q7 zn66.6Z7E63C6696v_66yO6G5S8L8dD8n8@e788Y887"w8G=88&2887o7k77e7Q7ȝ77(7}._7@%7T 7/77<7b-77[371X{75 7#8!7(7077747D7kY7 7>7v7o. 7nw7>s57?47s*7g79bo7<7768/66766*66766M67L7&F7,b7 Dk7 t6ۂ6676O6rR6S61i646 6yy76626c6me6eQ68!6?Gt6 6tF_6Dҭ6IM6"~66Z6w5/6«:6yH6` 6qP6~36L]6O"6'F66P6P6&e6'6P6jQ5׀w6%'56O65&k56C5º5t55أ"55!5},585_85_R51\/7n7?F7=tx7]?76 6h6j7nU6 6d66 +^66M6oB6ĕ 66-6{[6(6L6I6!vV6v6E6?6('6'55τ5;+6'696_6^6f694636 +6T6)j!6569"5W515@6 5#5zE55 5Z55fZ5F5s|55M5[VS5-5"5\6$>66 5?5ջ55q5F55555}l55R5J5!5>5\)5W65+5.Է5 {5 !"4ڲ5(;55P4/4vL4Wj4 4j^F5sW5A58q55N]4 4w4+5 +44F4l'4744j4,44S4Wt4O4]844T34>m4U33No3r3e73B288^/8Mg8%q82!88ۼ7r8e7W7R7H797H77b7*77mx777f7T7*/7w[7EC73I77f6l6c6eU7-`7~"7d J74؅7J҉7"7Y67!>696Q66}6766bh7bX6~%6-66Y66g +69W6i6N65866#,6s55?76&776ؾ6Y36Q6P6'6Ʃ6M6[6e}86|6HL67666j6Z6-Do6;J6a6 5ۿ6I5jN55[5ɼ5 +5n5fҹ6P6$6ӣ5-c65%5m+55ϼ5u55c455Nc54 S5ee55-5iF585PBY5$5M4s5"@5s454ep4@s4D4@K4963 6u6S36(C6B6Ȝ6i[5K6 O5n5555B25}5kk5:g55555l5 5we5S5&ؤ5a+5195 o4:5 414r4$5v5By545}4 4֨4aq444a4!dc4^g4{33&44-{4Y4,84R43?3{3ޑ@332\c32L[ݟ첹5C455Ar4Ж4k4)44ft^4p4|S4Eh4 h4633U3bu4h4SR4&343ʿD3{3&3 +)3F62Zg12RYgrd3j3x3 =2,/2Zk1 $&2ܳ)9;-:_Ys.W7|ݴ=BIP]$v*[gtY e2>`}1Vh5*5?55Sc5s5oW5^t5/\R5~5Jd5715 05 444;5=,55 4\m4h494w44v 44'x4$4E4aӜ4#ͽ4 ,F3lC5]4$44\F4r;4f4D`4 4a@4!=4ѽ3P3SX3= 3M:2d4(3|3:3h8{3DV32682n1 j3!_2k0鲁ձ|? &G44U~E4;4&43k3w3]F33;3k>2a3.(2g1ΞԲ8%3u}3d2D1t2S[>Sq=R)YoF@J.?|]e220F]òO ڸ #FA +M4³IedTAni{.5IO4`w@(iiq\s,nѮu9b +M3{ 3C2xⱧt2׏+(4 +挲)H#wG,'³MeW޳{=,\5Q\VX??^/o -icꈳS/]]abƳx;st]l"v߳5aCKe.!z*ųh~޳4SlóJ<Գ5P]'J"г,Գ"e9Ƴv(곏VMjֳf>}@86,nM$wlPϳ̳qڳ vh8)M9&EڳFN`L0ԳڳLೣ P곤oe͗(L`&HD`3L3 3A]3]2!2@2235R3}3++3Q2o22#2@2?2wA22kU2B¢2R292_22_Џ2D2T20پ2 B2(A2*3 23222T22c3 2A3|2%2CF2#2Q>2*82~a'2I2p2? z2X12W12c 242Uā2*D2S1.2-x1ak1#1U1性1-1Z1g11^?11*11@1?1Tg1ğ1K+14J1 S?1-C1i00E0I0z]1%u11|=0J0t00l0ʁ11a111wHY1A;1jd181M1 1X1O1^1.T1R-1$1 M0R140 00001071T0G0OB0{[%0x0l2]2t2R2#T22{24h2k;2W2,E2 222[!2~ 2KW2H22; 2 1&1ɚ1 f1-2/A2 2"21171K1o2T +2NO2ep2s~2jX2;H2WI2,#22v2Z2`52E2f24" 2w2>S1ﾭ2 +K1ܹg1O1gH11d1v|1LH1:F1<1I1131i1}1{1l1k1E119'j11h1[11L*1,11 Wg0֣0E0F600B~00^00^0P h0҈0O0a00|30A00i903J1o1<1\{G1-31601cD0CA1J 1118R14A00R00j0q00S00W0%0F0yQ00ks00V050 0%=/2g0M20Cl0v*>0;0Һ/0/ש0k03+0a[0+ 0/G0S4/n//|ۻ//r:\/;/ +ؓ/3y/'//g}6//\/+./#.?0VY50#vg0K{0'//,/B/t0@~005j0 +-/]x/B/d:/˷/x/Q.t!,.0G.-KI-GJ-ZC.bZ.#.P.'O-`---t-D-B-D?-3ݟ-,,,-m-&-Z-n,l,i,ӎ,Hd.@{. +./؄-\-!---P. ;-?.Y--ѝ@-`-k-'-T-GR- 9-69,F,lw,f,,q\]-%9,8-o,УH,9,ZA,,E h2|>2Ki2d$27V2#2-2t1.K2M 2%M274221}>1Ph1U&1111d1qi1S'1qV1?u11|16Z1t|1YDB1,Y1B>1q2#^2#2{1"1Ԣ +11121ϓq1N111 11l11ZL1r1A'1-P1 1C0Z1Vi1+d1/0Lf 0>x06{0 N//S/0l/A}0ٴ0Z0<00T0Q 0nWt0:00E=00k0Rf0$&08H00#/E0O/ߘ/E//!/=/`/1////4/hfq//K1Ƨ101R)11ߠ1N1`14:1v1rw1o1QF1B1= 1(1e1%v11"n0 0@00t000ƍ0 0<0mA0H0z90G0WQX1_413u1>H1O]190p0F01!1 10\o0ЕQ0100x>0mG0|00y0h|088N0F@00 N0S70_010'_0u0 t/ފ/0'_0N5r0d .03EE0!t&/·0 O/ڶv0EQ00)0C//}/qn/T/m/D/t//h=/1/IF/"B//bT/{s/BGz/-~/+/7.[0$/\////#/E/khI/Ђ/~//0/_/F/V+/&x/V/%/6\/ .X.o../Ʃ.g/#.u.ʈ.. .h t/o/G//q!/IV//6///X//A/#c.#:/T.S.6...(. 6.wf.4.^e."6.B.af..q3.G5.'.1./b\/,/H5/O/q.~.V./1//$.r. g.H..g.*.Va..=[.-. X-۸.a!&.&i\.D+.-T--Ճ-f.>-#---3-?-r-+----$-XW-z-@-bn-c,p,u, ,D,1,g,@,g,,H{,,Nn, @,7+5-6-oY-~-R-*,?-G,Y--8[-`=-!a-e,,,,X,j,,N{,!+E,V+r/,5,43,bw,Ql+`E++++/?a.̿i.ꇊ.r*..f&.{C.G[.6..Z . +6.eO.+ݾ.Ds. .+\-.M---#-w-i-C#-P-j- --H-k!-+.K._;.z;.<.' -fI. s-@.Rz..0o.ɖ-e--/-}--K-w-g[-Hqa--)E,J-#-B5#-\x-!R-,D,,Վ-CT?- U-(9,S,G,z,h,rL-,ϩ,,I,,P,{,1,Dt,L,)++6-+~+N+[d8,g/+n3+(++@,+;+k1+ 5,.=,v,Y,}Ի,U,&,47+ ,,TP,w>,1R,+ԛ{+W@++IF+x+:Z+uY+G+|+(M*e+m+Mt+v+*+ *O*xA*X8 +8NH8x[.8C 48#T887,8jĢ898\8/x878 p7i7ʘ7B7b7Q;7|7GW7ry7?s77`7x7(7gzO74k7[7-}8NX8$Re8B(8)8x7=7v7ē8688W8+k48W7H7)7ٮ7a7l9777y 7O 7$7E7787m;i7K7^'$7:770'7 _57Z6)y776a6Vy66S67ݦ676P6O66Z6[ 6j66c6ac6/;[6 5ٝq65t{6Xc6(G6OK6 65x55J7BH66Z6ʥ66{266n6E6޳6z66H6b66W6C66:6ip555ޔ$506166 +D6'f6y5Ź55ǟc5ſ8Χ8;08)7X7Ӣ77ys738 78l7̘7Y7[7 77D<7Ou7u7C7%7U76=7d7 +747RI7(7l6r]756ԏ7e7 S7ز?777v7=7aT7\ 7L7e?777MHM7l975臍5`555E5W5Ը5E552B5)5n:5k +545V5$Y5/k5}z5O5tb5@5'E58T5 5O5h5"5_}a50J5@5)4b4ڈ4/4Ck4_4W\4 J4KQX4H4r4!4414>3Q40k3ڍ5#5T55H5 M4#S5s4c5ys5<5j53504ٶ'5ʖ444wdw4}4e{4$P3o43*44V4 4D4 ~3 +,3b333 5~3u3dz151YGL3 2-:3v2I貶`L̜ O*C̳IPjijocZOJ'eyVֳt3䳇)wxj<3Y23BW[2XMרG[g3!21`f3+!1p3W bS5ma0&\'8c|/F זA 9hmI.o볃+n5{52)5|141t44S44 42n4s4!3+3}|+3)3XZ4[a4O}4H74S3c3838J3 5$4[5H474P4Z44i5 4m4_4;4^4R447M641&M3䱱4}$3ò3=x2Т3Q߈2$4 +x3=33.y3%P2h20['2ˀ=2sdįس#[E.2? +DW{1u[9"_D2RXvӳ[{r®K5GdNk)׳5 +7p7Sf07*7@777U7o'7@7->7 +I767:6۬j6u<6ĺ6866b6xB6W6s6B6At66`6}py6HA7T27,>7=787 +6zC6lM67'gY77Q6(6ڇ6*6/ 66ֳ6Q6~6|M6a64i6G6T6k=6_ 6ug6CX62$H6 656Z6+#6D;%6t6s5M55761(6 #I65[5U55)M5d55|55de5Bx5aN5/}5Ck55M5lwa57A5J45 46 5_5755hG554h4LK3V}33΋q3i4FE44$h3O33)3v/2Hn3& 1Pm2B=~_qͳDz8.u2692F.PQ~F1K D2m +(г*7UlʳwL#aEFӳ) U}kAvvtӉijij(gD5׳{_ڳc-㩳:!1bK2RnijN6܌Z0yh3"~Z3R 곘߳Ƴd!vͳ$Dfb 4~3 3ִ3w342W.2ޠ*03B31,3l22Tjʲ#z/FpQ=&sn6Fv+)WU@e:})VO?`Srd|3J2'XT2䥱IQ;t靵9=1cx= +gαSSr1_I堳*㹳TB׳erｳCPj0+3Xmvj\_ 0:ֳUNu?z1iȳM@gcʳp--ೝj0 ~`ȳ +v7PG'֮@%~$泗E01W볗f$@4)Ⳟ鳠-F= ?(n^J@ϨҳBvŹ:SzO',j@,,,=,B,T,,7+,6,ռ,/,r,-+3,#|+•+F+aE+X+T(4+*-X+ C*+؊+Glv+r<+:F+** *,,d4k,,U,b+,g+t,&,GR#,,9AV,+,+_+7+-+.+z(+"l*R*rx*s*&+h_ +e+W+ 9 +**t\* *a$*k2R**\* Wu))[n)R)L$*NF*0*@J))Dp)>au))0z )((9(^(5s'sr((['v(T(հ(O(w (UK'O( 'R*2D)G7*%{p)̕R);)#M)yl)>(*n)4* :)$)e) )Re(Q((c}(_(P5(yI''='ۛ((? (j(.B''yt'D"'b ,},+,j},3+R +3+;+D,W[,V,E.,+|+)+!+i`D+FR+2+61d*9?*Ȥ*N* *=+&E*+A***,a*yu*,4A+`,#++=r+T20+/+@-\,-]+w,+a+s+-[*+mk:++ +k**{*|#*a* }*K)**yp***7=@)y*$+){w*Ϫ){>)Xd))@kC(w)/B(ј)=a)k)V)n:)()I(((w +(w+(''MH'x'9M(_D((Io'U'So'&4'K '1)g)V)7)Adg)Ȑ((>())-`)};)^(H(x"e(eZ(]%(5y.'<("Q''n'ڒ'T&M(6m''(+'*'Ow0W}7#fQ՚" [!̣h LӜ<8?֣ +q#1¤㣤3: D +(Uҥ*;~ǀ+S,;ӡ4XP k#!zh=Τ7-V+,Wt*ť&M٥uNpWŹx쉥"ڥć`2…RTc4A9VGdWJu_W &&w&2&\&A%:%l%P&KG&C"&&)%b%T%K$ɱ$Ɋ!)G$jc<_V yeQ"7;5Q.jA&(a&'&w֫%E %j##!% +&V&Q %y&(R%JYQ#ra +ӎ'\*~ߦ5d V "RsܦmҫLC^#٦-}t#ZUƥ'T +59X~Y:S"YXЦ覞炦G%P"I#ƙ"yegŧܧ$ikj6Aaj+%D%kkr$kcqjAŧ/~韴r"[< +#-Ө! q[w]k*>"%^ͨ_FXav˳il++p)++6?+T + `]+=*n+Y+~F+ +aQ+(tr*܀+'**%*gz*E*MI*I)?/*JV)**6N*|1*!-)P))ˢ)~++FM+v+./+7@*!*9*[a+c$++F@+0()ȿ(((0h(r( +((:Q((''dH'G'-c(aU(A(<'='oP&0!'PH=&S6&F&> +M-`'yaZw榐?^t~k(F':'e'pE'&X]ɦO<';&''&E2C"EA1uwOq xFВʧv'sը `y$fBGBҨBnRmKD[% +#7%JFUU-)4憦oF$ +#_?Fwͮ7 LwB!hieNjۧ|qb<̧]Ut᫧.O%TJ(p\>W OsE8اS.ǧn<'}?٥ΨӨKuY>V6o0ߨRM@oqUê` +Bħ!!g":_˨_3h/ 5^l\#pXN<p +h9΅~ + +B6x7ϩp +8ʩ84sr(80~بFt +8ѩ7ds :T53~n̩qQ>=A^sͩMA@ک͡p 咪&p8ƪn'Ϊ',QIWR/hgyz8ب GA먆Ǹ;9j1 +y3op?B3 T]y/U,f^Y^'l"yZ0$`ĐQ۩U*)m󆨦qot]5JC Xሩ6I^@b{uR [8k`;,ܩO.8H뫪 ު+U=U@5 gjZGaznת/&aI.:̯!+#=PM['Z RՐR\.+,^ɼ[SWÐ̪ +&;٪HCw}爵쪛YF[p3++tv1 =:nȫ + Y"< "\: W"$:ng;SܫTwk\L$FE2-^ pQi㳟OZ"-;(HG 峠`$гhﳤR2x$p볙GCxdzf e +7r*/_ܳ泤G}^ᤳ2!>☳o峤IԳv볤ݘ逳%X.^󗳤R"7cA>hix|5᳥ѳ+jgL|+ !4೥F=mڳMʳr 㳥+uUv\{:Գ_Gʳ (ȳEupgH7ܳ2=O$ԳRѳͳ+䳡ݍej񳢞ed 6=9 |?ೣݦSko"dzFudz,gB|ݳ}гrJRqC{%sG_W>BN.b³賤Ƨ`6ec?bomh HٳR3oDpt볥糥dw] l𳥚`X[+D4QB&G賥4n;Oͳ׳賥賥賥賥᳥賥賥賥賥賥2{e೥|󳥭y.賥賥賥賥賥賥г賥㳥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥ͳ̳賥˳˳|z-賥賥賥賥賥˳˳賥̳γuu&xw)+ij2(),{ѳc,;Xȳγyֳ賥賥賥賥賥賥Գ޳賥賥賥{*$cQ賥᳥賥賥೥_γ9/ij)E̳ٳ:/x}vx&%$(##rq&wt{qf`fK %qs][^d'*7+гBTƳ)⳥] D*>n'~oijHi賡T䳣Ra{%K #೥2{F˳4iNJ@`L@c鳣]ʳ8efZX䳣Ԏ`ճ h;&W8a ᳥ xEj׳RsVv_|2xgٳ+pd uu3lyb6,ҳwvճ}̳dn0AгȳM峥#Ƴi賥>q׳ 賥)c!쳤6쳤zb[.5{.*.(. +-/c>.-|. ...w-..E,..).Y.N .K.=.-.>z.M.s--߇--| -`-W-,--;-6p-VQ-]MU-'//om//V/ZGI/,/*//P/%/ r.G/@K.V.i./B.Pb.\..#n.o..L.X.U2.x.B=.I x..-ɱ....n.S.n;.a!.1z~.s.S.D..&l.o-l-.; _.w. -l5---s+--Nd-_--fA-wB-@J-3- +.N=. 1. +---B---T-u-v-H-[8-a:U-\(-)-x_-a-bM--G-+m--,e-,q--P,α,V,1A,/,b--U-K{-f-$yf,gz,,zR-,,B,v,,,|,@a,,,_,W!,^q,'\,"+C;,M +,,o9+l+*+0+p+{.I-R--Q-pk-',-v,--Js--E--pb-^-%@ -3"-˱-6:- -*,S,,$p,,in,vZ,,/,Q,*,>2,T,9-w|-A8E-L--|W,,O,-!x,3, V,$,v,,6,RS,,i=,|r,9C(,*P+^|,+ì,F,,$+|_+Ԥ++l+o,L,h,(_+K+ϻ|+1+ps+o,+ïS+A+++CHF+`++|+LF+ 8+'g*籿*Z**W*X +I}**$*[*g}*/*Q*+A+}:+w+I +3^*+R*ȉV+]o++,}*M*-F*F* *uF*P'*t**A*'x)㰣*)·*\1*p*+)))6!)$)$)]T,,,#,`-,[#X,"}R,'+_,cv,*=-,*LF++{++p+)+++++$+9+C+ "+1N+JQ+NDJ+t+6**ۄ*++'+*+;\+z+N8+K++y+E+<3+ +*D*ϯ*+j+ *X*>***i1*k *)**h *`U*$:n*(;)h)) U+*ߦ****=i*MM*|**Zf*d r*"*H) )R)X*A)-o))G){a#)*)?0)B)i)SnJ)c)#)d~(q(v(r*' ))E))Zz)p)x)0)')| ))z7Z)5n)4})=)%(ؒ))Se(k((D~((l^((F(L(hr((u(`((>(ZV8(V}.-l-Q-:1-Gt- -v-@W--]G-Dv$--,~O-,S,-Sn-$m-p?,码,,,,,ϲ,B,"X,[6,wQ,>lT,(T,W-ʃ,ϒ,N,,E,xU,VU,$=,lJ,6/,+&, 4b+\+a+,?p,<8+ +z++++c+ +|i+R + [+@ +9**,,hF,Ta,"o,2,+^+,+.+++X++eg+-@+6++ I+X+k +0X+"~*v=+CX+@+<*y +*%*j*I*]"+g+Hv+,++-**d`**]*H*o(*S*}8*?"*K)ﳾ*[*.(*a*(Q*B *`)-)*p)I) )))p*)I)k+‰3++rR+99+c+-Ϲ+ z*֍+s*Ẻ***O*]*K'*+X~***v*tr*fX*:Id* t*D:j* ))1) +)!)P)D|*P*m))))=\))JD)e;)I)n()cI( Q(y(w*)|)H+)b(i)((y(Ǎ($((;B(X(D( i'/ '3o*-<*()bX)1)ϼ)&)n)3R&){{)=L)(=\):(إz((})])&)(d(j((D(ox(^5((Y(>tO(aq +(N(6(B( (3(L&(&9r(S(1i(( +('Mh''إ'ݵ( (($(!(#v{(h(.(72(__ (\(h((.([(\3 (,((ɕ(Θ()GB+****>*U*G*K*v}]*6*$):*J)LJ)̚)*T)\))A~)")sU)g)*W))X)F)) Y(\Z(#()X))9)Q})nU)2)O(Z)4Hl)(Q((('}((Mj)5(Oz((Ւ((ʐ(?m((((4(8>(-(BX(G(d)1)((ý(ŶQ(=( (q(PL((#q(Ŗ(7((((k(sp(((y(( (hb(W((͓o)(B)C)')[(8(@(b(Y((7();(<)) + )7)*)bm)t)=)6 +)<)O]D)I)vQ))1)=)r);)* 4*D***:*r(7(V(j׾(c g(w(}q(sI((QL(j(c2((((@>(d(O7((:((zT)8)U)O+(_)"))>o)d)ZLa)))ϥ(((ĥ))L)0.)6)yp) +/0)=J)Cp[))*>)X))?|)o7)R))r})˃**Q*J)왂*a*$t*[F*S7*,*!*d)C))])9)Mm))4*#)K*kP* +*86l*.IN*e*s*A**I1*W*N*Z*f*3)*gw*V*ÄI*T +*+"+,3h+[*A*s****Ű*ڝg*\\+****0 +!+Ch+G+P6+;+ z+5G+?#-+tK+hNH+]++ß++m+a++,I,5,'T6b255L)5ŭt5al5di55};5j5E535`5\5QD5WiE5*I5r5?/5I{"5/54;440 5&8;5Z5)4L4ѯ`44xC4tV55[5_'505. 5 +z5 452n5$5u44=4:454o444g4Nc4}(484=484t4@s:4ALq4 +V[4 D33Q3a!4~444X4I864 [4334fB4$04.3333z31"3+3Rw3w2k2MJl1ܲx3H2(72}b H>(t{ذM+Z4]333O33D4 2<2?/3Te4<3A|3:3@-N433 Z3X3`R22)1Lt(3KǤ2C2zZ02]^r33!3W3 J3)L{2,21.[WಇDq'宲4Gf128S%XlD@ќJT۳f?_*w'{񞳆e1|ڲk u<2%%JU[(#*+M K>giE"J!gܳgX~]z<.L)wklVmܳRmquYiKOI賓ѳ#E+[f젳 },yTB0nYkPp}u-uSZ GOj.yV;X`@TCr ?!ϳJ/γ@bi,&Y{v4zP&泄RIƳn kR'糊df᳏i?zȳ`6s[Wv³q1s̳mfpsݳlM@g.۳v賙H/0%ij)ϳj2[س쳟(8[~ֳuVwIY`ˊ]c곡Ao{J8CO_l(,Hd4Bc✳'?5ZFZu!2L$PeU+ + ojp"MIгW۳ڳ%F/4nBK_nɳ 0tⳕŇ\zdpBdhwϳѳil|u_\o>賛ϳ峚8|9гKI:jc$سEƳ᳡0nz%sf6xc̳p?æֳ9\ ų³V˳ W峢 銳o#J]';0rγ[س^dA9vLTgb) Kaȳ|s T[ &mF4LQp_;qX—9Ƴ쳤X}b%sW)"qn74|߳ */uIa!#B&*ճ'MF__.F泥_s^rfG[_˳r$rvKrf36,泤ij w5=RgLcsh׳u&(XKlBww{'3 ,䳥(ٳͳس^ܳ,U糥̳?`賥 4_峥%cymܳLG>u?ZuʳWW@xݳnVس~%GcЭ 볥6/賥PQTjw> Y`zs,n|򳥉 4$B\dQg_o}bfw~ٳ rówq1𳥏ܳZV߳0g߳yz۳RTX$񳥑yp`ֳfuy|skųY}X&|ݳoy9Dij$xyƳheNvcaGJɳ)T%㳥Qó3Z.ͳ ᳤ij]@ųN@/a}ICl!ʳ*p7jﺳ睳ܳW}pس(೤kγK`s(ܳ83PԳu`~ |賤fcZxHϳ@(|촳,^;0k +8,.B<賟.Mݳ`#:_.*1D)A*q)ϧ))J)G)%)܎)m)P)~)O )4)' +(ֲ)(I(y((AG'Α('o(!(J((!'''"%)/N)K)s)!)@(#x(()>\()E(¨B((D(v[((Km'2F(~'4' \% էiZ'5''j%kmƧ[sT'M`\&L#,sysDCᦤ W8Q޲V1Pk5|I0åOir=uK玞o-ӕm:ȩʩFE4t{/Ȩ󤒨D3i)"IUKyϨpᱨ>u7U d*x Ȧ둒"ͩa!Bkԩ\+ +M'cTQ?<ΙF ɡᵌ((((aL(8w*'˂X( A' (u(,P-(M( +Yw'8'Vs''U8'ٞ &aRψ4 +uڨU&"m)H&ʧr 'g*@()O'(`( 5''z(h(F'(0x(5_"(g (u\(I@(k0(Y(c'y'Kuz((!',V&(9(UD(Mk(i))!:()a)KŇ)WݨeIa4CB&eNg5Հ XպשYMP W#詏0(˫ZIr,R_.8ĩU5RIh(t(ৱa$(~(.;)")G)Y))s)7)eN*Ix(.(ʥ(Ƽb'{)`)))u*=?*iY*M*%**Ў+gשWy"uqgyE$]`SK ?6-D#R%H]ꪌ@]ê.^E{Li}:i0텪FAjF&YV?ߪAFev*FU?)?)o!))K*K1u*yb*ְY+*x*V++EA{?dqܫ[˪pbg㞫`nīDU09MI)s) F$%4^LV4i*" *鍩Ð*>*a+>e+BPM+++5o+$+2+x wD)8KG +j 0+jBҪD,*")pU+*,y{G0$f ;=ª"(o(-()!))(w)PmB)j)>)w))))̺)8*dZ)Wyl)}u)))As))* *2q!*|*+;*H*w*Y*v*U* +)* /*{*H*2*f"*o*S*]N*{*&*>B*Y*U+JN+$<#*8*5*ӄ+*++(+R+??+<8+OH++kx+++Țd* 3*.i*`4*k*Yt* **_*Y*> +k+ +p+&?+F?"+t.*L*͞+_i+$]*+h+II+t{+Lsu+zu+++z+x$+,+9}+f/#+++++Ɯ+b+U1+U+Q, 6,6,%o,7b,^+*,x,,1!,,8&,S,{ָ,G,o,jq,O,B,,,ޡb*ۜL+ J++@[+2Қ+a+t!+pB+N++F+g++.+},v'++:+T++y,:.,,3g+*,,(:,O#,A,lc",| ,+ +蝳+),8,$,2,a-b-nl(------o$2-0H--9|-76-1-- E--8-4. X:.E.s.%.C+:+a(R+N++~++$B++,c,P,90,p,1,X`,y4O+[+, ,_+cF+SN,/,:x,Jg,b,,gA,w H,N,#,To,Z,!,U,,,,Ǯ0,],,--˓-*-H---Dj,3,,+- F,A,--e-( -9-\&-sU-H"S-TJ-v-z,!,,>j,7+,+3,#o,,,}\,,Kq,b~,9I ,?,~+iq&*+x+7462L*G*4+!,+,^:D,E+Ƨ,A,no5,*,,4-"w-!,2,;--l-\"O-`L--]-b-e-.i-. ;..4N.N.+.K.dY-@. .\.)u.5.2^.E|.e(.7MS.VP.f.i.{.A.x.YP.Mn.j!.G..~u.).... :..4.T._p/ /֭-- -. .H-D$-'.%.6].=W.Qo.J.E.fN.g... #.$.LE_.kʅ.I...0..X.w).=.$...T/Y..u..0..X//T/ X/// +B/AB/+V_/:s/R/c./ 7/!///D/2 4/>/R/Hܑ/VfM/r/BD/cp/rm//ݳOF8o_K³lɳ7pK]5wly:9鳥El߳9賥^Pnxvóc{ZsQvI{t೥hȳ ߳iʳ?D{7za)1۳̳QK)sA᳥鳥@sijxٳdnͳ:5_!鳥%n ~x,tmUc_wEE|³jvaR7UF)۳7⳥ɳdzfL³ճr᳥ϳ+7/7|BH v޳ó$7峥2ܳƳ,}plzn^kx^pKʳ;쳥Jͳ۳o=tg񳥎pZ3nٳW೥@,>;r鳥](䳥p&D''?ZȳB]Ƴͳ?m`H4jx6_峣!XB$u_RyyGϳdzfy8!|M7Z]ϳTvdXP Ƴ +ótdz4۳᳡Hp6B}鳢Ue3g#N޳q޳)#t;P'+쳡KEL^ijT %Kv̳u8Ƴz-'x%?Gʳ8ѳiA c +b]g(6ó/ ϳ{ٳdoz_bɳQxQzE9rkP`3򼳢>z>;ģ=DjͳQ=iԳYԳLaus 泣wijQɳE|us=:lt泣 wh%YԳ}Wͳ90?Գ~dC糥MqTE4P鳥:C'׳LuFX ]\$'Mf / -s5궳ҳjKZͳ쳤>س᳥{bncxճk\ڳF̳c/N@!J4.фZDD+ /) yU᳤Me㳤Q#e͞豳賤|ճc?7EB,ȳe{=V߳R#eά2/ >ֳ2י|*}Kdz糤V ׳#Zj0ೣN۽fmN鳣w +X߳Hw{o׳峟ڳc[焳|2&B1E ۠'ⳜkAȳ¾,_.ܖ"޳i$ⳙfֳ/jM$法Zwc쳌J:yϳs6@۳}>f:ZZ f(f,Rke}C᳛81=@@PLT γ(܊!1|n= 󳙦ij7ܬ'yrz/+{ȳEӳ#&}ͳ]Uu>sl۳糙譳a泔* SO$Գ}׳Y^鍳+z5͐Ip0UyMhxγ~/ݳxthp菳bTXEz/ic{2*r?ųl-\wwÆgz*cbUO"\U@m̳8 cгOHG0:tV#uiz'̳ m[޲8ЀܲJ@-*2\e>@7:سE޳we R*.*L&sV/;Y~Qɳpoɳy" ֳ(bf(Ƴa~D~OuC4"곉8sﳋx,y}j3aqsG\n'γX+jOR$yL܁{錳7ݳvԳw=+Rإ%_ ų;y`bjIM:(׳jw Q뵳j@ݳh[tHpC\ gf=D5ܳT\򉳊ax +mg@ahRYƳ)m1;YZг_ugk׳\ʳhA\HL :P>f05w)`񴲿؊Mڳ@*̳,3&γt߲޽Fy{w\t$q312M?c3/ڱ</2O @91 2Z2괺2ٗ3 G3A391V2t0v2Ҳ3,(2%3&b3k3]3^<3-333e3힘4 ~4'"޲zP9FK?d12C=32Y2B3>k3m쵲V4)1lƥQǥKq3tɥ8"C +w1ɥtvveQyѥrIU䩥=إkle6JwOa61,[AG;$`)l9+(f 5 /EW%7]՛XϮ@DK,2')6OlΥSz`פp yqפܬ#Ǥ뤯d礥y)IrcyeWQÑ4royqWѥ^OE1T>(bP8'2ߥؒ#.^ +Υ-F +{N-L:ڤy[1>¤TW٤ Z}ͤ褯; *5[Ѥ\qHߤ`yh6褞O#񤅖Ȥ p,ˣ{(TcLz+=h焣D=%`p +b  R֣tlF(6#ḍ\38[ٙ"陠*<֠zS2 +mC<<5¡ +%Q裡<(GvUAG֡FnMp& 8QH]l(5Fe.:=g=o넠٘>렊̠~prB~ Q[J̡.~ "𾷠W ff֠(zʙŽpŸp-}p$c֟eG٨=paGp32֟=fez (.[pQ(̊z z8Q넟 +( +=7zet;[>zT? +<9Q/ +< += +< z=[*-3:3bFi֡6C֡0< {ZŽ+l̡%=GJ렏K3{[K޷ffrQl>YC֟ +8Q(<̠넠苄7 eDG筠p`!Fm[ffe`32/S[XSG#c֠)۽oף֟. )J=6c֠KBE̠=Y6kf +<넠Q8QGG|zužQ띅\[lŽ[aF4G7kGfe\(W 9֟ǭaG((̟=pf['(G +zG z2<( [+fe[FG넟(2\(,L̟k5Ÿ=GaGz32vzP֟GأP=pIj[RGոQdQkp=one= ̠[zeΏ[Ÿ[p\(W 5 rQL̟z5ž?325pzL̟[V=oL̟(#֟.[aG +=žz៥k=넟[px넟dp'paGz[ =p<ppÅ3( =p[z.z=pGz=pz\(Lz@ž=oJG\ŽW32fftQ zG#w˟5($z(ffz넟((jpudQ(oFx\(*321 +kSGB;132[JzBŸϸQaGaFXQꞭ넞Q? 넟zŽ[ffpG(!Ž3QXpdfz$Ÿ=pP(љB( "[z[MŽSLGuAŽKQSRfeJA=p>feO32?G<zff}w +Q럝(G32aFhHpJG(\QL֟M +=[̞p1Qܣ֞G=Q=Q +=7(z}zuŽQ #)GG32[˙32 G֝[9{32=p3232žQs +< ֟ 9넞sfeQ럏aGQD\(p.9 +<ǭ"QO넟ɮ-\(0fe(G|֟͊(K9[:֟zL̟(Q꟮ +<G +=Q9֞\(;G6̟e32TQ8zv["[#넝֟Žz\(G1G(^ +p?ٙ +;̝GS +[ Q32 +OfeGzq=o|(33 +G]pC325OL̟\([2 +<GI32 +pQ+QffC +<)Gzz(z((ž#z pGœǮb=oUŽaGQ~zZ[)l(G +<' +==pGzzypQ ޸Q"[z +=Q 32Q.z z!G\(,S32QGGQGQ̞ž,zuŽc z5Ž QH֝У֜\( +֝32"=p=p;32=p\(nQO넝̝Q넞x֟32pFQ֜?z=pzF B[ +=Ž(Q랋G&GŽ32Gz?=p~few 넞ŽŽG=p +GGo\( zzQ/GG\(V=ov=o (ᙘ=pfeuŽQǮ=pG +<32.zuŽ[.zuŽ32 +=>GŽŽ=pQuŽ G\(3 G{s >Q}ŽpEBfe\(G5Žc32.Qc \(nz!GL8Q볥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥R[YQt֞zŽ\( +=žx(ž([}ppQG\(Qppq=p=o +(( +=32Qp9 QSw +<w{ ?l(l +fes\(g +<UpUp`̞CG=pz_\(bF +=Q{ z5'\( +G[̜s32θQ32~Fs32:G +Gs32G)Ž&=pָQ:Gw j[G\(<p=G(-G-G2Q,z(/ָQp32(넝pz넝p(?L`z' +=o32E넜=ov=oup z z# o32C&=ps32GǮ0#  1넞*[0̞5p1넝[\zp\(G' +=1넞QNzg +<zz֞G$Q!넞.fe +<C325fez넝G[z?3/32/32QTz(넝z5=o넝넝GUŽzᝪGff넝ŽO\(q넞 \( \(kpQ֞!feQGJGJG3232Qž +GGQŽŽ32zz̞̞&=p +[ G̞)Ž,zJG:G(z5G? +<zpz32u[zGo +\( +<s32fe넝(Q=pQ332g +<3232(z$nQ.QGQG32[(Q뛙zQ332ffz< +=ڏ[<s325Žz(ٙ(œ +GMG +GǮ-GMGG:G YŽUŽp [zF[32(ff0fep[(֝' +=z֝9֝\( +Ϯ\(y3232\(GpB[ YE+\( +;\(\( \(8Qz( z +<( \(XGGJGzffe5ŽYpC32[Ž=o:G8Qp (\(:G֝AG +G֝hQꜺG.zG\(Ž \(332332GJGz[[ 32\(z=pF!G[ uŽ!G?g +<Ǯ' +=GTz' +=F[У֛.z(GaGG(GG(Nzg +<Ǯ(zNz5̝Ž32Ž=p]phQꝂ=p\((\(p֝넝p\(›uŽ fe32nz1넝(ȣ +nQG3232uŽ넜<̝# Nz' += +G<̜[( +=GG[[z=p=pg +< 넝.QGGyQQ +[ +=[p G G32 zF32ǮF=p[JGF +< +[>[/\((N̟Kz^[CG<Žz\(uŽp |( +=[d\(.z +Q뛣 +=pz +QA넝/\(󙘞  +|<̞6=pG\zO32>fe>fe z\((fe32ߙG\(zQ+A넞hQX(r[Gc GVfe6[ += +=p\(.z#VfeDzQ.zE)Ž)Žff:=p-G=GQꝿ\(=pŽŽUGUG=p\(32(3232QᙘzupWQ띲G~Q~=o +(ŽqŽff ŽθQ_\( +=[G6fe7>=p +QŽ$zF=oQŽQ32ŽxQ֝zp +=32˅˅=p(֝zᝑ넝 +GXuŽJGzO\([?GNz[>Qp +<̜zF +zxQŽGQ=pŽŽ̝Q=o\(DQꝽŽ\(4Q0̝j=ouǮz  FLX(zp넜z32|˝c z=o\(nQ +=|GI +`֝"[Q32_\(G<̝JGȣ֝R[9 ̝9[Ž[QG32%Ž(32QGQG.QP̝\(:GZ[W +<5z?Tz(j=o\(yyW +<[G`̞Z[ +GzMG# p (˝j=og +<z 1ff(8QL̜[s32z=pGff.z֝@̞=Gz4Q:[z3232L(O\(xQꝶQQQŽaG`̝Gz[J[Nzz( +GP̜zzq1Ž=o\(XŽ=pŽ\( `֝_\(TQ=oC32# JGGJG=pG9.QkGGyR[֝xQC32(Ϯ5C32=pp=ppG_\($Qzz32֞ +[C32vfeW +<z32Q ( +=.z# QW +<32Q[̞ffQ=pŽnQ32ŽG(Q +=' +=Q=o +̞ (֝\( +=\(Qug +<\(̞̞ +[=p賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥GŽ(z32넝넝\(32UŽc nQGG9Ӆ`֝<̝ ֝ڏ[ ff֝[GGj=ou.QDzk[z<̜ffӅ# GFfe-pu[FfeuzGnQ[ +Q#=o\(uj=o[z\(\(=pz ̞=p +zǮz# (Ǯ=ozz' +=zp*=pQF/ aG.zg +<[zzaGs32[zFfeQ z# F=p/c JGX' +=넝Q32=oNzuyy-G9R[@̞7 +z$Q b[mpQz \( g +<' +=z\(z̛  z(ffe [=o5Q(5=pQ(ŽQzQ$QQ32"[b[=o:Gb["[.zff \( 5ŽQ\( \(.z̝g +<' +=(֛ ' +=? ((֞NzG =p=oGffezœ.zz !!' G b[>z1*[GGG G;θQG֞(ŽG/GAAG{ŽQ (Ž=o=p 32Ž)ŽQ/J[@̝ᙘ/>z7 32ȣ֝(32*[zaG(G<̞?ffGUŽ9Ž9Ž G-pF=p_\(_\( G +zb[ +̞17 .QUŽz>zǮz6=p?3넞?O-G-GQQ)Ž\(Ǯ# Ǯžzz|˞/326=p/=p++1넞 z.fe( +G\(z32feǮ(zQQp32h+"Qg +<œz\((z*=pj=o%p32((+sž넞pf=orQQQf=o=pG.z[F̝z% +̞=pW +Q 5+\(֝8֝֝QG2fe +GrQ \(332%넝Q322fe,FfeaGff2fe%p32|z/(넞lzlzfeL1넞X ̜ +=ffz̞=p=o%p/32(epO32ŽLff[FŽ[bQ\(5Ž(G3z0̞[\(\(>[ +GG3232:[zQ ̞;\(Ž+ +=9ž\(pN=p\( kc32}Ž7\(Ž(֝fe&=pX_32 ̝ff RQ>QGp|넞 p̛Ǯz̞32\(ip=p*=pQ\(,֝Q\(.Q zp넞6Qff̞ +=ff>Qpw@ž넞/fe&ff넞}Ž<(zកz/=p (z\(GəS_32ŽGU&ff?\(nz(̝[nzfffep֞ nzc 8Qc [8Q( +=p +=$z[aqGљzpG +fe4\( +6[.G넞W +<=p(,=p(1GBfe += zPQQ랇 +=(32?=pۅ QŽ&G7\(WfeQffFŽ( Q랴žzff32fe@Ÿ +=θQJ̞<(z +=ŽXQꟌŸ+32vzY넞o\(k32ffQQ띑넟2Gpo%( z(5ŽM +G£֟@ž֝KN[넞z +<zp 8Q zzQ ̟ 賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥` +<( += "Ž?=p (  b XQ "0  gs2 f feGG. G G ( 4z y. O[  ( a}o >!&!( L!4!0(Q!!W!.!!L(!!!  C!3dz!)e  e!#! !!p!t(! !,!,!!zU|32GW /\(O=p7 :֊< L +< Be &O[ 5fe=oQI\ 1ٙ (zF\( +< ? p Q!H!A AG !/[!~!f!~[!#2!z!s"!]F!Ä!°  w aF Q rE ߁F ,!ZTz!K!#2!2! $$$2u$&$$K/zFz/Gp32. iQDGe ŽKG&QG" +<xGff \( P&e  7 8+ "J= Q ! x!(!!y! !F!afe!Pw ff=o wJ< nW k L? 2 ߐ !:e!&? e !!:3320z += +<[\([)=pWG,GG ffs # ( p32#32QG\(rzQz1G(zǭ 0  +ә ( w&e Ϻ T( 6 HR&Q.u\((`32 !  s=p O2 ?! !"@"28z!!""q"="q"<#""w"xFe"z"л!!" 'y y&h&]~&&*Q&Q&E|&&>''}'n'c'v&'X'L<'X'()J(-|'~'/(0Dc(1(,((Z(@ ((QX(M(E'2k'⁞(2(25''Ae(0Z(.VP(((W((V(י(ئ())# )wF)}H)&f)(Ç)F)O)")* *i)Ƨ)2*X*aR))-)))])d)()&'))7a)ʌf)ʴ*i*")ɲ\)ǐ**q'u'`[(*4(&'3'Ź(!(P+(Q(#(.(Z(~ +(v'(Ǘ(' +'K(-g(h']_'((p(l(b~p(()(WK(L3((G)#ƒ) )~*#)x)o))q)jJ<)`)5*%*)')P** O)G) )a)XyV)^()NS)DT))b**Q)))D)n) $ $%,;%$&$V%$%\h%vG%%.%4%rV~%_%Ŭ%$$r$/$${$ch$%$%M|%< %h%U%+k%% %A&9,&,V&&y& p&&&q@&~ &'@'4&ѽ&¡'(j'y& %2&^}&LO%.%х*&;E &*Д&&x'ʨ'q&&&&:$Mbp$8$i$X$%&^)/)FP)|'$Zp'Y''o'7& +'Y'Dv''(&e('f'( x'>&H&hu'0n^'0&Nt&' W_&;'/'}n''#'bi'J''96(5(od(((YJ(E (9() z))x)cj)u()O=)<(1v((({Ƨ(A'7(aʷ(I(о()* )V(y(7f) (9賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥гγͳͳd`򳥯쳥]\賥峥ͳγгѳ\^泥鳥ae쳥󳥯.%᳥ճͳ򳥩峥۳γ̳ҳ#,ܳ볥ʳҳ㳥ȳ곥Գ׳۳߳jpx~㳥賥賥賥Ƴ#/#{e# ##W<#8#H#="\"; ""p" "2" "g_#6###c"h"p#B#%G$L0$0K$$$$$|P$X% F$;%g7%GZ$P$C%,'%%V##$9c$(##$#$0$!$$a$$b>$Aa#$d$&7&>&tM&\&ŏ&W/&<&-&d'3r''XL'~2' 3b&'`i1'E&%k&h&%&joM%u{%_&LJ&1&]C&;'-|'&&'O&''(3('h'`9( 8M'-( (z((ï(^ + +(D=(}(Y]'L.'r_m'.L'@P'S'8&'.-'(,|((&(me(R'(P@(6%38%&&?% n%s%%%h&yKm&W&Ȩ|&u&:;&!9&?&%Q %3%Z%ͥ%C%%|%X:& +r%8&`P&A;"%Ht%F&&E&' `' ]'b'^&q&w'@'&'|'G(( +\@''D'D'зX&H&yV'%&&l&f)&֗ &K'd'E'''*Z'B'b'i!橘!“2"D+"&p!!o " z!"˙"K# 2"("p"J"-"!lc2!D!ȏ!2!'X!!t(!rs2",s2"""x!mo!Fe"Q<"1<#m #I #?##+# ##u$%9w$ $$iu#r#̷$G$*j ""#P6#0"z"X#"$#b#E$? #j#{#U#Қ# o[ Ź!Kz#<"۹#Z#9"`! o"Z"8!! !f"f"""## "f"\"ނ"e$/$.9%9M~%$"$ %#$TS%?%%-%h%^B%>^%%*O$p4$Mn $Ɲ$$/!^$+$v$wFz%"% o!%n%c,$~$j%C7:%'&FQG&*z&E&T&z-%Z&k&J&h&Hu'J c'.e&&/'x5' %+%X&&.ly&%%?& % +6&a&q i&&&Ok&2S&- &#7#$R$3#h#d$$&$%$c%$1$|ۢ$W)$U $##^rz##$#;#f#*#$6$$ $Q$%#o$Y$7 %ic%G>%+%?%*;%P%a%m&3H&"&v6&S%r%&5&\$`$N%K%-]$h)$ %-$Ԩ%m%&{%%6%pQ%L%¸%Ê賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥׳㳥賥賥̳j7S賥賥ڳ泥賥賥賥賥pijҳ賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥೥賥賥賥̳۳賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥,j㳥Kӳ򳥫೥w _#;~Ba鳥m +ƳI0cʳܳ󳥁bU=+9糥-pBɳpzi}4Ut_>׳ Kȳ׳峥,M̳m%k ;-ܳ\ ݳ鳥ﳥ<|g[i鳥ҳ/B賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥ųԳ賥賥㳥賥Gh³賥賥賥賥賥賥賥賥ҳ೥賥賥ϳ³ܳ1 B{r6oϳ_cﳥ=^&q᳥^賥賥賥賥賥賥賥賥賥賥賥޳賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥}ͳܳ9fZz೥賥賥̳賥賥ܳ賥4Wx*^,*d*L*X*h*kA*T*w*M+,+@@e+Ea+++IH+L*m*n('**W^*m4P*j**+ + v+Ne+Ou+ ++N+M+!+<7+!+X+~+ۢ+K+,,$',ld},sdt,(=,*,y,}%+Nr+Թ+(N+?+q;++ +G+橘,,e,-gD,,o,-,+,8,~*gcl*b*h*8*\x*V7**~+X+>+J>+FUR**a+Ayc+;*N*F{*N**=*4*-*(**i+5S{+.B*[*0+&7++ 2+&"+^+B+.+C+c+ӈ,)v,&L,{5,v,"R ,x,pI,iC+qi+%+W+o+z+n++],F7,e5,a,Y%, ,j,OȪ,E,,8,+-[,h,o-w@--9#-?Y-p--T-D?=-G--,,\- +F- +,,- + +- ̡-Iq-J-G--J+-IYr-c-js-'s-3. c]. -M-Ј.T..I}.Oa:.ZY..T.Xq.#.e-C-m..-Q&-.=.?.[s.\_.N5.Fb.\\n.[ .M.h|,O,- 0-,,-p),fL-F-C?--->-9=-T-y,,E,%,vI,],,R,֜-3_-,&-F-z-$--o<-dex-bN-ͮ..@- -@V.۽. +.X~-.Ts.. +.O.J.G.tZ--Q..L-h-y-L-.Co^.<.n.mG.3M.+tV..u@*+*!Qp* *v*,* @*g*X*S*+y]+ *i*%+}**" )R*JF*;+)e) *-"* /a* * *:*رn*b7*t *ȕ1*+bR+U++@+I+,1/++[,&,+/|+#>6++t.+!+ i+b;+P+;+^H,;,?+++u+)E)**))H))*`Ia*MT*y**;QD**L**;)|)m0) +)W)U4g)?S)) *Mb* Wn*jL*S7)) 8*>*+)+&5*Ɖ+@!i+05*TM*+ +LE+@^+D+}@+»#+o+ZI++a**ݣ+* * *g*j*„+F0+358++ ++!w+Z+p+X,,>,~,,u,fD,,-Ǒ- s-X-Lm)-,<-@)q-3,V,G,,,8η,*0,,zbt,操,:-'5-p,R,-B--`--Z-ի-6-Q--.".zr.h.[z.B..Ng.A4-sF-a-G-q-P-@-V-g--:.4 .'JN-gR-Ǎx.˫.,ɏ,,f9,R,C+;,@,/,6,(,q,6],Կ,Dt,,+ +z,gB,R+WS+,M+,h,R,l4,p>,>,+,,y -1&-"R-nu-j-G- '-U-B-e-N.)-K-r-{-r-,LE,,-0k- #,ȳ,ۛ--e -}-ep-u -Y-OV-;8;-~m-۫.˂./Ԑ/ht.?.M/,/I/Jq/P/7/n/V?/Z^/2/=.".~//-.ߗ.a>/9/h/]7/^'/%/D/^/]/x/å//q0 -0'6/Ѻ9/ 0090>0D00E0JL0N0t-0E/ػ/\_00/ڶ*/80@00Pt0R0L00S)Y0Rne0\0o/..6//#.j|.͛$/ȩ//[/X)/,/,/S\/MP//G..l/ /.O./.p/G/?////7//)+/H/v/קO/U0<0//}00 ?%0P0M|0,0#k0Ic0DO0^]0/*K/ 00/G[//=/0>Z0700~x001|1}2^2;2T<2RIq2u2X +2N2J~11eI1zH1э<181bo1`1k2V|2 62E*2>2}22820\..r.&(.X...s.y/&7//ju/]1/e/ +A/P\/Bg.\.nm.CK.Gz.\.Kh..i/t./5/(.ݟ.V_/@~/]/?/>/~/#!///b/0+0P0^!0R'0|00E09E/T/m=///[~/J{///aH/0-bT0!</֪/0V0 ș.:.+2=.H.s.S.U.].J R.9./a.x$...]).ɀ.>>-4.7rn.&!-Ӄ-$..M0..j ...TFd.?X../:/*f/T/n// /Y/F^//C/P/ ////d/I/.蹵/4 /"k.2.pw/1//{m/c/]/cG/M/9(/[/T00m +0ӷY0Ȑk00001h1 d1G1<10212!1'\=0pE0_0^0d0O0?9000Q 0ԍ1f1ɣ0014_011L1u1p1s-]1d1ad111(f2(2 &1q1ͳ2Gg2V1Uq1GA1Y118Y1*ɶ1{1h1c12QS1911x1h1j0/l0 B0r0^R0(0ɉ0KH09q0_0d0O0ң000dz0"/U/20'W0/a3/^0 &1;13*36UɹD?F2 +2D3;E3>2*2 3>:3;߳x~'YZ:mdcs~uLNwyjXRHqUȳI볊Q_/ϳ쳌>ϳdz|t~YR]򈳁Obg$ڳG `#sMU171363-q1k0I343M5(A.Kƍբ5a;x;)+f3Y2R޲%2"2yNճa7mڳ${^峣ȳ5γS/{Eӳ# ?h0^E賣^dpѳn%\BYⳢسг2糝a!|ó;6RSUyu䳡Y=ⳡೢ7ӳ&{&e: n)(쌳4?᳤ѳ.hHcHгRܳ$Y[b1>S橳x.Kk񳣗ٳ|p!򯳣'xu*vyP$EL&VBCc_gmd)ʚó=8{}DWE F^jWk&q5Zmೊ cw(.{_/ճuC g׳&^SU<+BJg^޳ZQYBT")]> 2e2 Cv41i^ⰶ5agó3=joVvGǟQnIg@DNIJtRL 'Xѳu`óUa3g䳔Y.a볕0[ +$}' 볞 1wY-jtճmG|ٝ\geⳄ„=mmui,ߓ9P-Ӗ>ZEyQ? 8곊>d0|<>f˳?{u-³\fy.b<:p +xIV3r(3U!4ީ4T3l3414$A4l$4ub4s4Y4 64(N44İa334(8J4)3"3,m4*"4(14444U4@f4F4445R5Y525755 5;5@#Z5x$P5&C5+5P5N55lk5O5 35 5C5Dc5_5 5E `5Db51*5Y555 5 5<533Rc4%Q4 33p44S4444 4{4r44]3v3+4B43X3o3364g;a4[4m4"4h4Q4B~4f45 5 5BO5>e5)n55;56H55+ 555}"5~05I5I4)450v5*@44`M5#|c5!5w\5m\O55PO5dk5Z5|P55ia56 6&FI5k5-6*6..6\6cB626-6hFZ6m6[6m6g6(|61X6326#6Z64GH646qY6s,6r66tӉ6sW666677 6ؕ$6P7T7Q79I7@7y77n7D7H>z7u76'6-]77626㯈777KG7M 7c7Ƽ7N6S7N77f6H 562F]6.5 5O6+6(V6r +6o^)6V6}n6js6e$6t65'56"pS6n 5j5Ҏ,6616_6Y66ڷ6Pb/6F666.C6X6ޤ7&7;_6D6377=7L!7Jz777G7D77Yt6 _667 766"7n6!7?)78F/7I7x`71z7*rD7p7fɘ3Tt3;3H3N/3F2T33i&444'474 4ڗ4 4t4`2C2Q3ͳ3a}2!F1C!3<~3334N49n3pj34&444 5ѣ5 9454T}5@34d5Oz@5D5572585,v5y5p544e44ח4:4lW>4$45 55b/5Q[5 +55AM#53J'2ն2ٲ(&2,03x(3i94|3E3=3 +33|zAH&Qg2Xp2ub3 L3S1OP3">24T4;k44q(4%444d44g5#54ˣ4>54_33 +4K~U4/[33 {4؊4n4^4q444qQ4T]4=45R5b]6 +65r5o5TH56="64*66u6)6+6f6Zi5I55ש595'5xT5Ie56m6 3U6K6=Q65뉨60j6!6a6668 6666l7#p7 7[W7O7p7x7Ei79>666 +66pr6^^6666i7-7"9r6ϣ677 +ٜ5c5P5j 5WH5=m5,J5D5oF5D5,:66 55Ϧ555m5wI5Y5Df5j4zm51559855m5h 5uV5]}E5T156L]6;q=66Y$6+TF66h6V66T6r6%66k6|b6…6 6$6@6-5*546O6 66lT\6I6ڸ6W^6?"66)*)Ӄ)jT)j&)2(d)O*)8)F)D-)ry*0*))c)7+)Ə(O()"C)9(_#(%( (܍)ya)\^T))})A)* )XJ)Q6*gɖ*N*Q*M*8K*#*S*v+V*+Ah+-g*߯*\++ ** +*ZV*Ao)K)ƅ.***L**>*&*٠*N*b:*^*CT(xV(X{(=([(~5**ǩ+'+O,ow+:,;s,&lA++B1,jZ,|,xa,pv^,›#,,UAf,=,,7+Z++ތ+"+vW+Yh+lI+gc,'o,B,q,VD,;+=,=,(M#''H'{''nW'M'R'ap(C()((o('g(dy(F'1's'm'r'f&V'Qi'51'ܝA'm(,QB(m'O7'M('d(W3()3)(6~(y)i()()o`)))Pк)6D)Z)͡(4(hy(ε*((I/(/(W}()) +K)ra@)SA((ј)8z) 7&É&g:'_F'1&&zD^&A&ȅ'w(r'Um';''8'''zV&V!&7E&=&[&&&{_&VC'f&9y'W'9c&ȶ&''43(ǽ(s[(k(L'lY'w(18(N(q,,P%,)7,,s,X8, ,ă-/- n,R,r,,]X,$+j,??,)+t+x,.+,,,t!<,İ1,,X<,?I,!,-^v-F6i-v-B-0-#w-y-]-ۏ-(. F.v-T-h-;l-3- ĭ,f-E-/>,{,p-$- +m--w^-\2-'-[@-CN--U+_+j+/|+M+y|+Z2+j+6+,(,0,rtP,Vq,(]+m,<4,%k+?^+' 2+l+s+vW*+TU+8++.,pb+0+++9I+x,,ӛ,n,,,m-`,,--%-:A-r-W% -Tf,->$-'c,P;,6a=,3,,SB, +,c,Es,Ѹ,x--v,,[3,⠯,n.T0.=.ԟ.G.)..j.QH.A./ +x. .vH.Q. 3.Ť.<- .;7S.&-ֵ\-.N.`S.P.f...M.6y.W.zfz/<V/(H/~/d/a/0/L /6J/ /d/u/T//v>//../#%0/..Ǧ/./\/D//֚//`/H/kJ/Ql-}-0t-+O-Ё-l-jd-}-.">k.D.^.EV--..#.-NUw-5,|-s-| -)- +-\x-@u-M-Hz.C----Y-..ӳ.=.y.n.S$.&.[/ ./:/%N..//.:,&.#.| .^p.<-* .C"B.*. .4..Q.ɧM.ɡ.f.4.4jqHSw~ +]et&֓5(B3 nZntϳ~{jFMXdzW/ bjdz=9I{{ֳ .ųǝO1maܳ\vɳ/峣C31!>@?³6eI抳ѳ;óڳYZvs#yyV +`0@i.qF6[гxM糥ֳ`a*{:Q㳥GS޳'Y;`ӳ읳| +^g곥8FpwR]Fӳ&57ɳꢳ&L6G鳡4Ih)qOm[音%懳엳𬳙k̳c򦳃9ijbB'[ɳ׳2*6/l񳣪%T&ZtB2p]9ydz 𳤛b3]Y%f쳢M 賚̳9m2׳Ⳗ ȳI*nO8]Bٳݳ2{ܳ +4[)ͳ>v-ͳ~u|᳥pg~г'䳥n㳤Й]vͳq +/08b^&V'u0ų1"4W$BO!ﳤ.ST:su|г˴4곣7\~ w[dRk*Q6γǹ@,᳣Yh yݳs"ٳ#Zѳd2̳AnEuOZųʟ!32䮳Գ|γ)dnw=v}AO|賥!᳥[5e³4BCQr䳤 8-0S;泣X.t䳣۳fd-ˤ޳t(䳤ѿ^/ij`YqzvjQ6%EŲfDȳR_D"3ղ!\2ە2ol*Ȳ/ͳj γt-C4ܳPJ}^_i׳ γ 󲃁2hʳBA 13d31P3*32}2c3K3h45s4v4>q4t4@Q3߀4UO45U2@r332[sϯ282g 3`3[`44x3g7303<33tem}j>P`#^ѳ 02~h0tB5P6˳n͂tԳ&}Iͳ^1hﳆyt'}(} ;]u >!?"񍲿;2| +2:3O3_1J3';2p3Ϻk2ʿ2UP3tu;3?1O"]l3"2a4WX48:4R4k444o>4Od4]4ż5~5Z44n4U 4337;404333e3344b474^4C}4&4Ȍ4wJ8=H8w>DWpeA,=a.2"/<ݳ Opgz㮳Mv]t򳂗蹳ikv g4VItVFLW!o,3,23 :3;21g 3HI?3 64 3`4V843f3ZQ3473Z%4Yg52 2b*N)3eG3$K3ͦ#3a22X3v37SsGGz[z?mpffe' +=qb[=p(FFfe(TzffQpp(GŽX(Q[̜\(aGG5ŽQ5ŽzQQ((pG;+-G +=ڏ[ff ȣaGQG5ŽG +<=pX(h( +=Q[C32z(C32ff\(5-p\(\(zuph[\(=p_32V=oG UGGϮzzaGf=o=pF=p?NGW +<-G>G>Gb[(NGGGϮ-G!Ϯ#&=p+;\(' ' +=\(Q# +=G4QGC32Tz.zGffe7 +<Ӆ8zE( +=pp!\(|G5fQ += Q\(kj=opzz*32c32A +< +;\(z7 (=op/dQ(Bfe(3#zGӅz;\(.GQ += Gz=pӅ +< z=pop#32.G +E320zE' z +<[zoW +<[JGǮ!s32zŽffe\(G[\(G=p32_\([ڏ[Nfe G H(H(QQzX(W .z +=[[ += G3SG +<p +=p?32K\(A*[z=p7 +<9Ž ?=GG\(k]G"[ 넝%G +Gzqzz=o0pI%Z=oœ32c |˝.Q=pQ` +G=p(zQ +<p[3IpŽŽ +< +32  +<xQzffo32[v=oMGǮ\(G( \(=oH(.z9ŽuŽ(Q/zzᛮzW +<ǮœǮLj=o֜Ǯ}ŽPzfeŽ=oG\(=pGŽ|=p +<[Q += +=; +<(!=p,zF z'\(v=oz\(CG32[QzGmp\(q>fe?32[ff|zՅŽ[QG32mQQzffpff[QK\(p +<\(넜QZGfeϙDQꝒG GIpvQ pff Q' "\( ڣG[أQFz[{\(Ž ; &aGzp  [ f! b\( ?[ 2 9Cfe5ŽZp> 5k  \aFͽp= &^ !x!P!]!1!,p! $z!!uz"7Q""12"!o!?"Y6e"3 =o G +<GŸ넜У֝pG-[\( +!F")"#Q"N("W "=""'G"F"U"z"6""D"2# +'!"-" "/ ("6"o2"f͘""'a"^}"U"+"5""F"2"J="p"ű"c2#£#+#$ #Rg["*(#S#p#A#J5<#R#xW[#f賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥%%88&7&%k%!&%=&c&y8&诉&=&S`&&2&p&%h%B%%%"l%%%\-&$%&qM&JM%Ա%%&*`&f'7x'Գ'd'vO'l&]!'R'2u,'|'(/A(ٜ's''!'&rb&h'f&@&&c;^&֨&f'm'Hcd''oC'(/' 'q']B$"*$Ni%7<% $$$|7$N$8%%u%%wv%K %'Y@%%$Nr$(:$+k$4#$ H#c$a$6% c$Ⱥ%]/%5$M$%Vl$P&=I&&u&zA&ґ%!N&P&, &.&'9'&W&&'&(%Z%t& %|%nC%B2%:%K&`?&86& &c,&1w%W&nt&Br( V(g((((EM((1(a()))oj)Mb(n(Ɓ&)0)J(K'(\(;-''q(0(>((q)(ڀ(r(L((&)^)>n*)O)<`)d))9 +*Ir*-e*ʾ*i**<)m*\*=)B8)%db)0n)xա) -w()S)2up)f)*"#\* +7f))))u)'~'q'ߴ'$X'IF''''(+(1(U(\) 'K '(7Q( ' +l&'VA'0&\&ŝ'^&'t'''ѹC'`'868''(]7(@^)\(n(\(h(C("i)aa?)=do)\)'C)V)Sz)lx)E(AV((QL(r6{({'Q(G($((B)$\P)@(l(wc0((7+#{<#$ #e#g~#8<##-$q!$Ble$Íu$$#$~9$K#H"#s#Aa""#""3#ǫV# $"$r#{+#Gp#nL#<%$%|Xr%L@$G$ƕ%$'%Q%ȸ%z&&%J%SD%%j$~$R$ +$$&$}$I>$T%)E%#%K%VQ$ +$I%+U%"a%"0e"2"&" -!ј"f"1# z"##G"" Q#L"Z! !" "!*&N%;'f&'gxi'`+_+D+D+" +,R+b, +嫞,>-,o++,N+ٺ-,;-1-e,,k,h,7-oca-J---*-\U-e<~-@,Vg,YG,ou,,4nI,DR,ub,K<,T,-!-@,,d,,s(()')(n(t(޳z()uct)H)))#%)T)o)BJ(EB((1 (ks'ʺ'˛(="(*(2(wE)J((M(^(i():*)q_*:c*)a,))u)"*[*Z&*Q*Gs*2r*X*}*N()dX)8?)1))Y(2)US)+1")룐)H*'}@*L))uZ))A' '''!O'K5v' 'E'n(1e( ((NZ'+'^(#(&#&:F':')m&&mD2&]&'!'X*'ʸ''(G'T'w;'@p(9(dZ)p(B(n)(;.(J()C))j)](E()/) +('Ni(U('WR''\(-'?(V(pZ(ڍ(WQ(;u((U(Pbn+v** ++:j+\b*!*^*m*8y+t+UL+lP+K+.j/+2+p(+DG*ll*? ***)*W*,_*攞*e+L+c*V*p*x5*w+ |+,', +7++O+S,by,9U,,y=,+z,L(,&Y ++Z+0t+ϕ+p+U*pT+A++3+,H+^E++R`++,))Ͳ* +5%) +)x=)Dm)k)q*@}h*C**SC)'v)+W*(%A*M)$({Y)Y3)*NQ(z()(Y)Q)mqj)Z<)HD)9O)0)th)H,o**s<*Ɂ*)*fE*6{8*@*x!+(4++aJ+3*Ԩ-*$+*᭛*V)ᝪ*C1*i)p&)~k))pR*w"*Oc***")*ZW**0Xz޳7\ `H泥~ҳ㳥@qf&۳C׳󳥫볥سٳm볥Lcճo6'D.볥*d賥賥Ƴٳ賥賥賥賥Nuϳ賥賥賥賥賥賥賥賥⳥賥dz賥賥۳賥ҳ]:cJɳ4f +'Q|۳FvɳԳ(𳥚}ijQowjQ]ɳ೥hdrT곥a䳥󳥡0zGӳ˳]s%8Ƴ³GV5I-Dq;PeڳGaسl>N/u⳥~g[Գg{ ![7+Gٳ޳=9𳥩WrqOٳҳԳv󳥬⳥XBͳ߳γ鳥r{>ܳ":Wc/@BovxRγ`ѳ峥賥eTLe mdw.γXU賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥ճ賥賥賥ѳ峥r=k賥賥賥賥賥賥賥賥γ㳥賥賥ͳ㳥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥`[᳥8TSGٳg6gPD۳9Ul:@,kJgL[JR糥ѳvӳ%γ䳥賥賥г糥k +@q賥賥賥賥賥賥賥賥Գ賥³賥賥ڳ賥bƳkIyس򳥭ѳ³!/ |"Xɳ񳥮G2jRʳ0A"IMLѳ༳Y}q˳ bsʳ +[9Fgmq,Yx󥳤*lLNAųh[( 㳠{(ᴳj%B<:>|䳘j8ʳitD?|鳝uݳLgfk9;ݳfZkڳ)_>V򶳥 [g ׳!+ ԳR}HP _&@YD$>=5zڳ>³4+Sx';@etr&@Y˳Q}lb6o)U8rܳ*ͳ߳ +"mMz[{n1M峌h>['h~9};ZNp _e$~0ã22sEI-1ܲ 8`سn³9ⴳM>{jֳ`mo$X}ٴݳ;'O q(R ZWgڳp\^&n$2Գ=pwⳚ0 x)³l ϳN򩳝S8|D/ijy볈,^|Wki󄳉|-bq?TERӺfv~C 쫳!ҳIy䳌Snklkw ̳鳥SOt_&>MmxzQҳa곥߳/Iao賥{/³㳤񳳥j+JB)쳤[ik.ܳWߗgqVer1HH +s_~UZ峥j]߳Bm9O *Pɳ.n5ݳ\ Qܳ򳥯xѳdz$ó.VճгwZlճadplC0X=|@mhvF泥l峥ֳ-r>dS@r ? zKѳ(@7ϳ;4̳ȹk[vXAZ:鳤㳣򎳢g8rg+rVM[߳!I𳚲UJӳ 'gӳ ij򂳡13iDvhZyг{3Գ6쳡2Z^7泤l +'N?a3*ZDE +F\BFq }%YjUxb;wRvٳ1dt_KR`?U}ֳ|ba+ϳk̳QQZL6ʳ1v$7!o'(D ճ^!ӳ'N=Ue !G !DMp!' + 9p [ , ,!m!d<"7!;2!KQ! p!#!x8 > 4  qF 1 a |z!)!z Q Wo 0 u"[Q",T"y "=!!."N"%z#2"#f"#22""(# +"/!3!j!o!mp! [! z!!G!nF"C."Q"2"rz!3!("9[" p ŽՅ .  L Tz  C + ~ KQ  E 9 :Q q=o W -  2 !G !6! ٙ !7b! z!!!!Zo!ۀQ!p!Qg!Oz!@Q!p Ш!ǭ!b!C!:p!q!v!!ae! !!!!! +%@%g%]}$=u$$$^ˠ#܈#$)p$Y$$$%):%I$3$E$c$f"/""V"`e! +!J"="%c "٤"J#)} #vQ""y2"" +z!ߵ!AF"#2"#+""%,"7ve"U"a."a""D"qn<""f"Q##J### #S(#r<#D}z$#$d=`$.[#7#8$5# "=o"بz#'2#Մ"٬<"###r#V +##:#I9#K! ##S !  8Q!F!N![!#!z!82!~z!r!!QG!˄!#" ~f! !O[!"[""N"G["" ">#"6("le"vF"L"O"!!G!$z!2!<"1"-y"'("Y #?p2#l##l##([#Yo#v#m##Q#ս#p# +<##[#7##o#$ +#$$"w#˓$\#$.V$$?#r$8\m$_W(#L#f#jz#$G$#w$I$A%#D$L$-$1F$9 r$bn$X$$I-$v}$lH$$ $ $ot$қ$$8$&&0X&&&BZw'&'b',&=<&'k&$5`$$`$$J$$$i %=2%|%1%S$|<$~_%!l$%1##|$9[$fI#У#_2$# $ $Y$W$p$7$#$($]x^%O%U5&i%ߌ4%j +%3e%!%x)&T/& &%&e%%b&- &ճ% $,$۔A%G@%K$Ye$$$Α1%%[%_%`%-`% %q%BP(d(1((x(w'ѯ(?(|(&(R)m(((M((_'{'u9}'M'':' T'bi'G('(Z](&'yw'Vh'9')U)%Ds)E)aY{(6()-))n)rO*0)̦)k4V)44))r(0f(et=(֝(y(.c((nTU(4) +R(ӻ]): n)_(%b%\n%+%A%7%gz%%C&<ث&D&Wz&N#-&^7&6&Fb0&@&M&U1&b)(&YV&bn賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥᳥賥ҳ賥賥賥賥H~³ܳ賥賥賥賥賥賥賥賥賥賥γ糥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥೥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥䳥ԳسƳ賥ܳ೥ϳ˳ݳ(1bD6泥Ƴijr۳5|۳賥ϳ(dK1׳ﳥcF𳥣ų7_񳥮볥3Sʳ{v~'PA賥賥賥賥賥賥賥賥ó޳賥賥ӳ賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥o\ȳ H𳥰7᳥賥ֳ賥賥賥賥q˳߳]y(.γ p}FZ䳥ϳ㳥kM>󳥢;Zm>Wz׳@i{x8:³ԳSZf7IPڳQdVJve dijuLlϳ̳gسH볥qw;}(bóR/jE>-𳥪f𳥪:ӳ/uų]RH>泥81޳2賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥ӳ೥賥賥糥賥賥賥賥賥賥賥賥䳥賥賥糥೥䳥سֳɳ賥賥賥賥賥㳥糥س賥賥賥߳۳˳ϳӳ³Ƴx⳥ӳֳƳ³ȳ`iGr|[P0:ųгճw8fճг³dz볥*|۳UuB賥n*߳˳ ^]kmf-A򳥰HF"%lvrT[>dCL-$㳥6!̳ڳs]WCC(-<+泥곥ԳƳ߳³ͳܩ|mt7שxjn$_hrsej]PXጩWI~G=7T,nV]XR A;Fꅩ(L,U:l)rX'YA8p8 ` өLETj?e9^J'+!eFϢ1c7@֩"唩,j E˨9ѩ ./7Ԩjf2ܑt{&z ڨkfީq"ҨIa'')@T-EdBꨋma26dvШ9uԧK(q(( ():)=(C)2'w$(.og$yH'(sl(L2('2(lAtv$$Jz>"k>%Ȩ覨lB㨂י[ڨ;ls 3r 0&DP'k( t&ۃ'ۧYMnBX&E_%!t&q 0Ց~ONèiQn䴞p/Y/TCYϨs`h䨞7""Asɨlʨogt+بVDSZר93}3{!èxJ\g觨T>Nب7)Hg-LTCi,4i[(l($V(6ߥ'UL'Ϝ&'K'< +'*'[Y'>(a(3(C(Js(((MK(K'(_o'Ƽ's( ( +@'% 'KW))r')=)37)bs)Q})(')) +)(L(>((x(()?)>))(Q=(((Ɂ(J(waB(7(}3(F9z(=( +P(m (3z('K((@' '(>'''Y;'S(Y(E(( (1('i'=''''(''UL't9'Z &'3URA&Ȇ'T%È&݇'b%'lB'-'o;& &st$ň%&@&M&&=Fd JBT[JbAakx7(ͦ@Uu\XSx; +pL$(+%a%pv#d2%sȃlå ѥ5$_U[ 2'n/*'j'>'{'bO'Vq'i' &Q& +&V&dˣ&9&&iWq&f\'G'7O'V&'&Z''&t&B_&&&]&P &0O&]&@8&/6%&6%W%Ɉ& +& o%%$$;N ;$X#%!#%6^P$}$& &@% +%r%%4w%;%%?%@S$M$&%:%/$ژ +$+QJ\ͨf +9$7ҧ^ؕ7#u:ͧFM.C@˧>VRwwh$vNcxmG+6&Js"Dn:z`?LU-ꩧ L Ⅷʔ@4ڧ8$ |ç8M(naoCuOp(HeW&ȧ9E(b6X9-J +*6&E# +ͦP'сݦ㘦3*x+q }.O G[#oS|Ǧpܦ&'zdRF^e{On1v:B#` eBbۦu"Q#6]a"V#w[#͸"j#%QE2 /#uVoḶz)B%(aP8/LDpo :F8!te"C<̡2 ̢z(Ë¢{[O8Qg[ +FP?ڤɤgtVǤLϤt>cQ3@J ۲W&}ǣۤ0#£A#轣jo9ѣǣ6QG'5pEˣ`(͊ࣟ ǣf̣`G~ڭF뷣V֣% [1 v=<90֣(;֢(]ap(0:Z֢L֢!a8pX[X1!A[12.8Q}:|?v<¢R(qz-# Q'< zEC֡d =65s&&$&ʸ&K&&h&n\k&Q&^& +k&6, &%^%m&E&%%8>%$%%%#%fV%%T%K%0Q% %1$D|$%$ྫྷ$FK$%hu%DZ%$%$7~$D$$f$q$q$t%$Pa$ G$e:$/z$p$< #m#B$hI$W$vc#$C$-#GV#Ѷj#V#h#(# f#=#w$#/# 2$L$#e##7#<##e#\o#@#"(#&(# ""|="7["FQ!ć "g +" "}"="&QB!@.>!W! 32!"f" +" "("i%"I ["!O[!!η!#8! G!p!!#j c#+#wܘ#=l[##Hӷ"f""4e"e"U"gz"f"{Y"@ "#"BM!!H"&" ģ!Ȯ!D(!˄!:!ڏ![s2!O!L/! +( ^!޷!l( : !p!gO[!/E!!8S2 ʈ  ǭ = Z ٙ a2 d: )E$=|^'fgff 6zz +࠳[S22:O  , Žgz t  C# B[f\([||Q/ M\(Z yhW Pp-Gzv nzpW 2s(up(z=fe%넜p陘!G 넞 +=!zDQ%G Y iW s2  \^ £t[bŽQ32ՙ\((ff 9z z +[GIprp.|izr7Gb=o!QFzQ/:CfeC32\GWK\(@zNQ\(z41[ Nze͏[.B,z(=pŽ\([z47[Q#  +=4z6=pDQpzE.z2=pR=pOAGУqG6Qs 1G,žeG[Qz=p=o賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥p賥賥賥賥賥0賥賥㳥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥N峥B5v-೥Jk賥賥ij賥賥賥賥賥5賥賥賥賥賥pʳӳݳ賥賥賥賥賥賥ٳ賥ѳ賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥%c%D%\%Si$͝$eV$A$zo%%U%Fw%M%i$% a$lu Ɏ(#6&- +#N#c#FG"e2#r("X$4l%#-$$##Z# +1#>#T̤.7#{{U֤ۣgۣp(e̢EK2}ff&Q֣֒Qۣ=ѣxhˣ +fQK "JL+[z[ <(ꢞL̡¢m[!a(ࢵPz%_Io"p!c";G"V1p zG +(院L*CeG[WMo*p [Wjhr=ԴzpvMo%($%($k$F$]$$>#$_$#$Ƙ$r$k$!$DW[$$f##`#6#m$#m#UQ###Q#ak#u#<0"N#!S"7$$f:$9$;*$!:T#$; #F$T:5$$)#P###G#i#s(#M#y #&z#(""ݣF"#H(p#Jf#["ԣ"2"qmo"G">o" "&["6"*Q!s aG!2! ""&{"~n"%!!=!_ !,[ 9G& 2^ >n Q֠#֠6\(G"]" 2"=T(!!!:@!!"dQ!![O k\(32c֠OH+"}p=p\(G ٙr +`!:=  > ޸!h!!:q K ]: N( OW ٣ #p”z #J= +< Qz !z 9 |( z^ 5L T [  o 2J< LQ f#Ž.ud\([V=o(#[("dDz""X"&=!:G ̞`(JGO 3232ff|z +=GPzptcGfe!R[G +=oO\(GyŽGzי +~[pz( >[ G 1GAG +9-GC32z%GQ!((; /\(Q띰Q (\(\(zG\(' +=(pŽ z \(4̝GQ ̞32*G-G GC *G"Q( +=zQ 32B[Q +=QGC32\(ᙘ%Ž賥賥賥賥峥賥峥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥ʳ賥賥賥賥ֳ⳥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥γ賥޳賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥蟍ǭz띅љ- (P32(Gzz( += + +<(yc)p:Q/ +<$=p'[PŽPz̟Ž +=JG_\(p&z?32 +<32'(*zY(Y\('\(TTG +=[FQG +=K FfeŽG%ff Qz.32JQFQꝸ֝\(p(al(zz00G1Ž/QGȣQzGQ( Q[,)32((υ=ps ?ָQz>Qs O[[pL̝( +=Qw\(Ffe[p32cP(G($ +=XSљљJQKQzLQS\(Ů32[p32 +==pQz߮݅TzfeŽ\(*=pzQ뜬̜Žfe32 /32/32ԸQz Hœ\(s32ffefe(uŽW +Qn=o陘+Dz\(QaGG32=oaG[ GӅs aGff>Q*=p6QzZG<ž9pffe\(.z(32zzF*zZz32N[0Q[; ; / +<zAGH̞R[z=o[ +<zУ; +<"zQ32AA넝+L̝֞zE޸Q8Q,(=p32G?328›(15p\(z +< +<GY +<  +G<[G(ZGa+`[hQDzz +<vfe]p\(zfeG( ?R[zzfe Ϯȣ\(fe32xQGGTzTz(GzzL̛.zL̝(((((]pQ("Q32\( +=p1#'(g +<' +=Ž1g +< +=\(\(_\(-pfeGp넛.z5Ž\(' +=QŽ5ŽffeQœڏ[z넜GGG.zz((.z.zzaGGTz.z GG=p=paG(ϮaGaG(YzY6fec nQz|UŽmp-py=p32.zaG(.z|c Ffe.zJG +G=pTzAGQQ=pQ=p +< +z +=9_\(%UŽ1(QG=o(AG(넜%XpǮGGp8Q뜳32GQ̝=p ffL̝ +<넜[ӅŽQ1넝 +G + us32Žz[GG +=u +=ZGNzzXQ=p?̜aGœœ1넝ffeX +G1넝znQ.Q32GL̜̝6feq넝<̝œ̝ +G# 1넝?<̝UŽ_\(Ǯ.QTz\([u_\([32g +z넞Bfe;\(1Ǯz5ǮANG[c XF\(³賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥1賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥 i[Şpp p[ &fe #\( &=p=oze( &+ za(\G}(b +<f +<2ccnz0 z\(8(Pz] F] GGx[jK32VffG`G\([' +=ml zfczzzQ(XzNz*=p[\(33tn֞W qr32pzppff32p֝Gz ff\(([32fFG +<ȣ~Qz32(ffÅz( z[pxQ9Gz=p\(ڸQ\(=p=p`>Qu^X\(УU=oO=p32zQQz̞[ nQ=p zzGz[32癘\(Q[32 32\(~Qzs ˜nzy9fe=pfe\(=p+DzMG\([[8QQ32\([=pDzkW +<k=pZ[`̝_\( +<`̝\(֝zzAEz=pDz[j[Z[̜̝fePz32H;\(pHX\([j=oӅ +<aGs32<ۅG=pGQ( z +Z=oȣQvQ`z[`]GS9y=G=GQQ\W +<(֝QNQ?IŽyR[W +<`̝ȣ֝o\(MGȣ֝֝[(J[G z=p=GG +<z=pǮ=p +=zGg +<g +<ffp +z32  +<>zTQG`֝z=o7 [[o\((7 +<-GQz>z4QQ32ᙘ\(Q(Q\(Gc ۅQK\([ڏ[ffᙘ֛Fz|c GGc # z +<32p.z +<Lzp\(Qzڏ[\(\(1?.zQ1넛aG.z ?.z R[`\(dz' +=\(Q +<.GŽk=pG.Q +<|Gzz᝟g +<O\(넝Nzg +<vfe=pp?z=p9G넝?' +=fe((GŽXL=pq\([z<.z̝GUŽ`֝`]pX=pffaG.z += G\((\(`u +R[Nzu8Q_\(32xQQGϮָQj=o_\(ff`֝Q[(xQ![G8Q\(\(_\(\(=oGzC32=o.zaGj=ozTzTzG5pzGG\(.zQQ\( z=p넝kkQR[]p(›.zQ֛zTz_\([ +<֝֝\(+k\(Q\(\(FfeC32j=oxQ_\(QGj=oNzff֝xQ?g +<.Qp +QK+b[O32O32=p)ŽJG# Q=p1넜s32̞.feA:GŽ|zlz3=G넝넞G +<-Gp넞0̞:[Nfe>fe\(`̞K[G넞lzfenQh\z +nQ[h(w +<$QJG:GpGLzEpUŽ.Q%p(.Q# ^feh(-G`֞^feX(W +fe(֞4֞1L̜s32%pQLTzpQff!넞$֝QG1'\(NzzGfeg +<zG\(? +=(((_\(z>fe$֝mp(넝32z \(nQ \(:GH(z[zj=ozj=oz᝟p넞Gz;1넞1A zp넞 \(z +GzFfeQGg +<=oTz aG.zTz +< G +zQ̝j=oTQQp֝ =pz7 +zG +< +=GaGG[GG5ŽGָQ[Qmp=pcozGSMG"[ Q[ +=IaGz GUŽc ff\(UŽffff֝֝1넝ffzGG[pfefe+\(AQNzE:GaGz[.z.zz֝֝z֝(()Žff.zNzfezG zj=oj=oᙘuz(:Gz(j=o5\(j=oxQ\(zzz +[ G|˝<̝((ffGxQQG((QQGzzzNz֝zڏ[( +ŽQ[aGQ3232ϮϮ=o]GW +<žQC=GpGGQž"ff֝=pQuu>zsmG?(֝G' +=(̝֝IU̝zUG W +z[ +=([G̝8Q&Q{\(G\(ffQXZG3 +<*G += +=>Gw +<J=pbQ' += +=zəz[)=pGLQWk[-[(*G[\(W\(G7z6fe6G\=oH(p(\(Gz᝴($GQbz0=p32:Q- +=N=p +=JGQ +=zQB[w(=pYGY +=ŽGQ +`Q\̝o\(zp.=p@̝L̟9G323  +=Q 32Žz=oG\(Ž[?넠M3232 +=(qQQ6B`B넟Qv([z Qp.fef[넟넟32=pzࠚQ(h[ [=k+:J<GX[52ٙ!GoAQ]25¡ٺࡵ:筢3ekQH筢+QoQ#cN@ ϭYG9f홣>Q}zL\7֣ˣ߄%@Cꤐ=y3vGQ VLIWG6zGG5Ž\(Q +=pzy=p5Ž +=Q0Q32֟=pppGJfeb=o([ bp*QR?3c O +<֟QYz(!DŸ f\([[+G ̠.̠p +2 sGO +< ,(ikzࠇztŽfk[8Q[1 J}pЎs2֢ f"Уf^ࢫ=xQ>U¢$p{e7 ez!=peF@-6e=N(s' GXz/rY8wMk& ۧ<犧祧fK ħͨuQܣŐ (ۥ#SiV7zĥftѥvc#rQ/ͦ=E"Uiʥ ,eG=vuF aH+`-͎{ uϬi YѥdlZ + +DZBfS74ƦB[i3aO?b"߽X~]/x뷣EoA&QkJQD[ 86p^ZeѤK#gC6 7{] 1AImeɥ襎YЋz e R 4~Ƥ&֤`hvH +*]Wctm0y/fej<1Kԥ37a#L_ g/إU%r+0F !"","On<"" DŽ"vo""nC ""bQ"2"8"zz# (#$"!veQ"kBe!s2Gp2BzB"6e"vz#60#4!R<# "У##z#I#@8#le#=#=#F<##i###2#a$Tc#u#p#%###9Pz#Q#֩V$ $&$=l</Jr/ꁨjȻ Lϝͽ^K\hjIJϨGi+a0Lf䩔G-)`@qݩAoͦ3]5(#kAV?Hi͍˭k&cWN2nΧaCƧIh9oͨjcI+WeeGNƧߨPAkYX>8ɦ-5wCLէ #OS."Cĩ|&T[d㩌?fDyt,]ga7" .ڨӇ{ +jo4Eh{E'~o$ /2^UP6c7/Щ,pڔ*)(D)}FUP;VK#n[#1#3$ Q$}$B$=$yqV#t[$/3$:$W;$l<$#$ +p$C$y$$C$y +$$s$++%x<$p%DŽ%!:%$%"sQ%Cr%OI%}$<*p$l$_( $$܍$$՘^%$s$"$O${$4 %+2%]O%H6e%%L[%?7%yv%f%y%%Ǔ%d%ܥ%j%g%q%%ן&$1$Լ%#%'r$좷F%j&${%atS%ts%m%;%q%E%%%/ťut8QdAHئ%y>N$0k%}w$U3s5U%%ly%Q&-5%@%"&#&0NJ&N&4z&5&\&Q&i,&l&%^k%&.f& `%[=&t&h&t&&7%&&V+J$%$$7 %%&p%e%8r,%.$1.%]$%z%FJ%r%Kc%%%Ύ%e%}&&,[ &E&Hc%;m&%`&&/ &dE6&Cjb&.$\co$#{v$G%Cˀ%%(r%;B#`ڤ $ #%s6#%%P&%g.&!&T`S&&`%&tC%&+%W&I?&f&&b&&X.&.&|&>&5&ֳ&D&'&2&&&&܉0'(&&'B&&I&u ' &G1&e' ''^'()'1'IN'3I'3R'Z'b&+u&&ƃ&'۱',''A& ' Tj&q''-d'U':_'hy'Lt'j'f''I'މ'$''He' 3''2'e''k'4G UQXߧVVe`L Ŧ͛NZꁧ?ӧ֧hn!ƨ'^h ,%ͨp6èԏ)b߷-Ur#*pπAǨ(/AݛP.Ч($'p4 lDݗ9y7ʁzґŭa%V%ZRɧM~⧰)($ۨi[kl9Ө֖*˨_ Gf/yIo?{w8}@1f>|9z»WxҨ-b;nN +r<ƩǓ|2Zr%IdȊYѻ t]LfЪxME@-s&j\"&.Q&lW\yM'"r&'[o'=&\~.'&E򧾼Ϩε~KꨃK-"*zkl14y Ot$$'Q'#'''V3'; ''km' p'ńI''枝'' \'ߝ'&NԦ1I' Q& ႞&|&'7'?U''''R'Q`'!璨mcةݕ{[  <6N$=IQ:'(@F[&8fRΩMfI&%\((Iݨe-(T%d'UZ't*7(R(N8((Yc)$'̀u(KÊ'Q(c8()M +(-))I ) )3XF):#)pO]);}) T)߃)|S)T )?)Y}))))؊))賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥峥ӳ賥ҳ賥l賥賥賥賥賥賥賥賥賥賥賥賥賥泥賥۳׳ȳHs&V:ֳ賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥ҳ賥˳賥賥賥賥賥dz賥dzt` QD賥Zҳ5賥賥賥賥賥˳賥ֳ賥賥賥賥賥賥賥賥>>³DWijQo'ȳKG"򳥯9 fͳR峥`Գͳ8糥BڳRFl쳥mA㳥:} | +cʳ쳥Gٳ곥>pTó~Wx";dzpygȳ{ȳn ҳ񳥌鳥zr ^wj4TȳsNz쳥k`IW>@8cڳ%_)ճճuij7N³nɳճ0D'qwdz*QO0񳥩o곥 +ʳ9곥񳥨mFyt4eM쳥7:H{ +ųƳѳvl}ptbm޳YLг5JB'dOγ\Eȳ8ie+߳ }xiEtXa峥}ڳ賥zos[jóUT0,򳥫?޳᳥sFtzz"곥޳ ܳJ)AYG CDڳMֳ&Ƴ³ ᳥M鳥+ҳ泥#JFó೥~1lejó𳥪Cҳz;\.N𳥨 +³糥³óx5v6fPcóM+uvZo)e*(y*A*;u* y*(j),u(?()gR))(bP)QD;(ր(!(g(٥) +S)&I( +)>)n")[)u;)()Ó)*7))bR)>)Q&) =),;:)[)\[)2d)2*,* *hG*G#*J *O* -) +*,.V*͎)?):)p)O!)>)))*)))&(4A]))))Q^)(sڧq:(_'Q9)U)))y)K,)aL)Y")3X)T)DF),9) )-))())*(K) r(8(ޑ'(%( "(((ʹ(j((!g(vQ4(,'(Ǝ(<({ (ß()3(z(FW( +(g(|(I(F(I((}) )v(b))k)a)'b)|(zH((F(b(㑌( ((((K?((W((((h(N&&(WtF(($K^(]g(`6S(*!(-8w((/( `(o(Z(O(G(z(_(\(-D(+(V (M6('h( N)6)w (g(W(!((_(a(Q(S(I(G(z{((f((:(-(((h(.(Ws(((^R(k!(m(L/~(B(ζ(+( ((U(sT +(bpA(|(c=(Op`(;A(B4(5 (((&ĵ( (^Z'(H(-(%֍((''܌'И(i'1'Ղ'@'|''{i'ǀ[ ~9`j\୩p -Ũ ]AL$L9xwǍ۩"_pe,.w862+$¨〨裝?'GVEǨ\_PI3'j&\H'ٓ'Z:J&%ŠtLŨ>Prk#XtXıXŧIT0x 'L^`1ϩJHXЩH|Pf +8s(6y2ͨ@|0+P:4;5GN':Xu&ecdHy e)y/bqxqZh!jRߤH $v;9,ƨ }Ш<ħSw$^ިG +ڼ ~R0.؁>*kѧ٧6o%@jSCM' ''''$i&/M'haA'qB''B/'m''i','S';FFZ&5O@L(^G}A.&F&'&A%&ʣ<2&R$O'-j'#'4E':'v '7'[')A''k:'k4'B'=j''&'8&&U&&Z$%ߥ{&u`&&%&h&ć&&rT&%&]l&@ X@t]hGSYO˧d\6`rlO}b<,a3_1|OAEk07*bd Zͦe(57)3I r}Ŧ(&%|Ǹ%$~3aV%_;%kN%3% $۷"% w$r6:9Zܥe@-`gBn#t\a-A'tK''/+'t'A'(' ''L'fYN&@' 'y'}'%7T'2(('b'D''x''*''Y$':'?;W's'Z'@'=q&އ&/& =I&A&XR&I&q&%+{%[A$v%0&C%L/!%2!&' &:}&"u'M' &&&9&NK%%j&\&d&<&T''@y' ' G'a''WN'x'O's<'7'/_-'c5{'Q8D'$'$'9e'M +'}'b'o']g_'Fu'+ȹ'=8'*h' l&' 'B&φ& l'_&06&1&&#&^w& +&8&f&c&I&o&\(=&Q && xe&ȣ&&&n&&6&&g*&M,x&C'>&3H&%&"0&%~%W TH #$ݴ-E&`)T>ͤ*j_%:K%y8l$W$i%%%%6AY#Z l$d$21"2f#n!h;RW㛤a-{EפHj.ȣǤ'{48̛.V+>ł6 (S[Zfؤ0V+>Ѥѣ]L売%\%%N%\%?/%[%c%c+$c$[$@o$z%~% $k$D%%#%\%R^%R%=%C)%3l%q% $$a$Տ$nV$T$#Uu#6="$ :$&+#Vx#RH[wiˣ(2!"|<*$4k$:Q#z#Q$8$1 #Ҭ#/##3#K"C^"=#`#i<""z';p''&H'r&!<&w&@&L&&Y&E&&ǻ&pf&FF&j&} &&P&@F& & %w&Q&&&!՜&3&%ƛr%y%Re&wW&TEn&3.&P~&32[& & %x%$2%2 +%+%%i%}%~B%e%`:%Q%Ś%1%k^%&[%u%ljq%: % %W%;W%͕%.% +$Ƥ$ɢ%8%%0%{%2''$:%,1P$%A%X%pE%2'%"$Ѫ%$$PD#zEQ$$ +-̣ +L#K:$H]$%A($yI$"d#MBVYg[(aLj n泥ist|)kFuv 1Rh~\Vhٳf}4A@i}!x~|csd㳥uksCzy0rrԳyzOճij5gų߳ʳSɳ߳FIN,NdzҳG6񳥔8`_峥tw˳|r|ɳ೥wgC߳/̳ݳ[E󳥓T󳥜ܳ8k۳˳c5<³{ʳ0³³%E ^߳iL߳z볥mX䳥TwLaFTm@fb(f}ճDسF4ccӳIOfDjm{Cz!{})c⳥R3]={Qijȳ]Owyuϳ`U>[nsbj;x|󳥄PԳpów4j+|񳥃Kγb۳E )峥=峥۳4Fe 쳥/Lq䳥󳥩s쳥|@c쳥泥QyO쳥KkֳAڳvpԳa᳥ +rD賥7'賥G泥߳%39sȳ{Pz[hѳPo_3⳥'1\L0$#iLo۳-Jk賥賥賥賥賥ic賥賥Գ賥tmóq|賥賥賥賥賥賥賥賥泥 Yg"Zu̳ųeFԳ鳥dzij4C)!L.˳$óp#ͳ賥賥Bg糥SUٳpM4&b7`$.⳥𳥫qKLgyX X峥Wkг򳥯"+? Oѳȳ峥8H #]sҳ賥᳥賥賥賥賥Գ̳ٳ賥賥賥賥ų賥賥ڳƳ賥賥賥賥賥賥賥賥糥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥峥⳥賥賥ȳ⳥峥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥ٳj%2ó޳j೥Ls³ʳX@ͳ' J <;tnc峥峥9`@_~Huųij׳˳᳥賥賥qɳ賥̳賥ȳس賥糥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥ó޳ݳ賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥ӳ޳Ƴֳ賥賥賥賥賥賥賥賥賥賥峥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥zoƨȈ=w +jD7?:% +JM.HC` T55J[ʨ:!=$!jO~֣yɨ)֧"%ǛۧE᧊gk\D`V2u?zX"=~"ݦݳ>hsG2'O2Lf*y rXx`ѦG)}S-`"ڠp7کty짗8O{OS,JnPX#+bi!ӧmr9Le&CVRX! 2 ЦyΦǦۦw\EL ,#Ʀ{%VoɦR0~T*-b ,l ?妩;צN*p Qy%j)脥k̥lk~6i^p7X K®zצIᦲQo]J7U+9v +̟r:{Q4(٦ (, JTCuyI|?#0ťR?df(3|EG=^rYɥ@ /ͲlA\ Vt,݇=!2}Vz-68ԔG~wrtr FsNiI " Ui_$Nn|@{D;SlѾ9K%JkF^Ĥ72 +N?/<"p#Ze:Z(İO&G]A̤-BLY ] ړ!A7z 1f"?#$m#ٴ$n"mqF#i#h$$5z$7Q$ɲ$  $onSWn"\~i)7+UŦ ۥmVȦ6Eg3⥿tCpaȤĥ")Nic8Ge1#X"O$ٻέ"Hzl*ݥ! 0o'٤纤si,?J$6B7>2$m$Ŷ%t;%G1%^)$mՄ% %ol%~V%& +%4&@>Z$P#%F%uL1&% &Aa%-%v%W& +&$ڲ&[&m>&8;&a&&!V''''l)'PK'b&g'5'\'zY''Ѵ''(%瑅&G&& +&&A'ĵ&'8a&h &&'|4''z'S-1'c'W'3?'1'((Q(6|('ǩx(("(Tٺ(w((э)FDG="z#Z$ +X$˨$%##$x$?$[%k%k%9%A%L%%%&,]&V&V"G&w%0X&,z& +@&h !&2&&'D$Y%V$%GE%z% %&%i%*%Mu%|%Wn&@&Y&}j]&8D&y&uS0&h&'RQ')'6&'&'0|'^('3'Ih'&F'0-s'e'l-'B'd'('B''' '(K() N(.(5)V(((rq(&4(]).))hM(((D)()G)))P'y( +I'4#(7(_(}(!(΢(d(p V(A((Ƿ)(h)H`) ~)^n):t)U)t* +).*1;)sw)j)D)=*l*g*By*K)$rQ}kE!BHQ;"! z"pA,`|ˣ[o +7y46G9zPz^T=ꢰM.J # "}{[#/[" Q!G+"(!0Q"(":"3"Q"Jz" + "F" E!z$%$%A%AV%߼% &% %v 6%3%m%&5&-&e ""qe"C"H?"7"*z",У"0M"NW"+N"$""2"9e"a"I"Fp"G"ez""(#Ve#Op#"""#p#=i<#e2#j#Ђ""7!2!z"Q"a1"""[!!!!"0ʷ"%["N"G"r#"uf"#Dã#$K!#$p#[#m2## #%[$?-$h$h5 #$(u #M$S`$6%$6$n%#Q$\0$R$9.$$%Kp%W%|}n%b%C%%&(&V|&S?&{*%& G%l<&=]&tS&p&<' +ʔ$d*$O$$.%2%E%Z2"%$%-\$`%72r%?%`I%c& &/&if$&%&&:2'*&'P&I&&tK&Ҥ' 1'~ +'4z'%ڄ%&#%`&H&D(&v.&N&M%T&D&Á&|&&' +& '2W' +:8'eh'3[ +''e('=(Hax'g'''&(m((Jg(Zh&>&&sG&_j'a'df>'-v'V &U'&O''%'\"'''Ó'}(*_'(G("(()(L(|i(@b(()(%))T({(f()q)#(4))R)I(ѓ))&)2)X`)u)ה)E* #)͝*!*Z*PQ*{*&*i*v**^**Y***g]+!G++MN)+:))X))܋*/T* *]3)))~* +*/I*Ɵ*\=***o|**++ PP+)Y+{+U+N*܋k+,+ +#H+Xj+~++a&,&T'O:'@'Yv'h(3C' u(4'>p'u'k`c'`((`h(&16(c(pߢ(ƒX((')")u!)JZ)I()()++MJ+,+}++U)+ +Ѻr,",h,H ++a+++1, ;',wu',DK,*w|*Ƌ**+I+z{+@r+d*P+*ۖz+/+hȺ+C++ݩ4+f,`H+ҽ,;7,o,',,J,U,b,.K,/,f-,v-#&𳥔3泥e9vϳSijVRz󳥥w.᳥l9K$U!峥2㳥ų\^ʳ)28 mu۳.г(³3ϳͳ"/4⳥{ݳ|kW@󳥭% +wг1᳥Hֳiʳ%ɳ'|ó|.0Yʳ5 >b\ų߳YZﳥ>г賥4O:lƳ0.X}]~гͳ۳賥賥賥賥賥賥賥賥ҳ賥賥泥賥賥賥賥賥賥賥賥賥賥賥W~Գѳ峥賥賥賥賥賥س賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥Hi.³M.f~ﳥ8M|賥ij賥賥賥賥賥nѳ߳賥ͳ賥賥賥賥賥賥賥賥賥賥賥賥|賥ӳ賥.Yγ賥賥賥>c˳Գ,)xVvҳU2{ӳɳ賥upS(³8ͳbܳZ곥ʳhleHaU_ V쳥 y賥賥賥賥賥賥賥ҳ賥賥賥賥賥ų@Fn򳥰-_z賥ݳ賥`!׳W̳Xڳ쳥h/l𳥬(Գ:U-೥-óгrϳų6󳥝ҳAKܳ%iOrT'[zﳥkq`a9;H~ﳥ賥˳쳥ɳh~߳X泥qJ{y_uX dʳ>{*ӳ[@P36 £ѣwz;£RQ$QkM֣7S$M^z#$N9 ##mw"ZQ#Ѩ# %p$Ez#$7XI#i##'##0|2jŽS"C̠z࢙Jz¢;"w!y"L Z L0 ˕!?hQ!!FG !"("9 賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥!@" !D(""k"""!T".X!V"KG"#"#,[#>#h#b~ #%$ƌ$?$:F$A#y##2$$]o$a$$! "j"Q"w"#J<" #kZ"'m""A"#Q##([2#W#$)#u`$E$% +x$+%!#$e $/$C$ϔ %:#$z%WR$2{%\%#%%p&)}%K&J%1hy%%%Q%ϣ& +2f&qrY&#x&S&d&& ''Y/'''%;&{'4b&_'UN'('(P%vn%h%%R&@,`&&`W&H%&%&*F&g& P&'M''{='*`'+'!5(7'(V'F'<'dŽ'V(B(xv()N("Yb"z"uB"2#@(##ZQ#_A"#f"2##tQ#'-## $$=$$$:#$%%v%%L$R:$;$l;$ئ%/_%w%E4%2"[#!"#1[#B$Y#5$"mp#C"#T#D$,[#w$;$n$S $H%I%[%k%sH%ܟ$ %k$C% /%*x%*%&&%ܛ&C%-&_5&K'$Y&',n&&|&f&55&'C&D}'\\^'Y'p'(u(BO(j@(^(Y'E(' +(%(|-,(ڻ(`(s&2&&F5&^' 'v#'g8'e&Z&+&o&2', +''=4'/B'(:'龜(O{ ()T{([)=<((e*((}b())(/):(\S(p(:6($(ۡ)6b)=)Y(^f( (+())rH)8j)))H)*l&*Iq*I*pWk*»)Ն1*/ +f)G*N**y*fR+Wg()())XԠ)ֳ)}Z)C(a)0(JQ)LW2)o))* f@*=*r5*-I**+ *,+;*I}L**i*Ҍ+O+YO+Lt+{:++R++{+,+ǿ,M+9@+o+[p+ +췢,;, ,\,Pd,,x:7,,c-C,-k-g,,%,4-/-28-D-Q-+U+R+fr+vM,#,Q,?y,+, +,!b,];,.v,,,\",j-t,-81-u_-d&-G-- y-Vs-|-w +-=.-a.2) )ki))bn)$*"-)\*:6)5Ј)x)M~)ѥ)9 *S*[*o*|*ۀ*Y*'+2+x+LbR+K*+*ń~+!M+h+#U++#)fR)R) #)B*"c*6*5~*ݜ)\))Y*|N*J **_*Ԛ*X+6-*+L]+P)+S+&w,o+ ++cG+xb+{ͭ+%,ُ+6=,&',+Ag,9@,5,TC[,X^,,!-,7,q,+:A,,˰-W,,s-+[:-6t_-A-Pe--y.)- !.B-ma}--a-y.Z.\."F.y,@,,X,,#,;-A - "-Xj,,q,,,խ--qd-)--c--.E.6̵..L.-P.-#.#ͷ.d.n.}.e"Q#e#G#vo# o$KP<#LL$Z# +,#G###Pj$j-$f$xV$%.YG$˺E%< %&%U&$$ %I$,%V%&(b{%K&3 ##D#!6#1$ $c$X$Y#'#^#,[#`$$$O$!$l%cjQ%%oF%"&>%Q&IP%%z6% Ɋ%%&Su% &[f&&&b1&5'Ob''a S'ƀ&'`&' 'r'R''(((-n( (.E)L:)R*)_?(;(t(I6(2) ,k)r))}&'X&L'$I''V'(&',Z&Z'4t('q( '=((W((di(/)"Z)ڍ)-3)(q(((}`(O)7@D))@)A#1##5@Q#P$"2$$&K$r#8##9ę#7$)(c$\$+$k9%,|-K-i-P-W.).$U .C.1 .>./P@.ւ/%\.=.Ck.Jg'.8.)f/1./=U*@*~ *"**֒+3*J+vyw*׳q³A=쳥k\ֳd(;wfyYr6 9p]JeJ:;ֳ&bܪ8!}rളγ}㳤#FﳣpLH ҳyHq쳥Y˳&KLIahB|^C=̳?-γ㷳޳qI(0 y䳣ȳOk޳[63ds۳< +39q}@;ׂ61^`upAu賄-8eG |a=S~os?$tN +-ɮ4ɴֳ7#yE`n/(:׳MY -óm*γ"_w:JȲ>%uSpnF峤i fQ:!]+g0৳sY1߳yPͳXHݳ 0糣HɉtY%U峥Jٳ ȦWyE77@c6foy_#|JuOXW}@߳㳣 1V{^ݳ߳۳\峔}㳒^@S{yƳQTS=z9^No=翳 ,sEX c}+SViS3]2ښ`e2mR^cC2U]vӳC4k5CBb:VVG0荒7`>3\1I@y3?m(j+g,X2Kvm3ru273q賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥˳賥ij#賥賥v䳥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥糥iг_㳥೥TLI!uJ~_*ϳݳ򳥤}ij$}ֳ^)yXW곥nԳKuP᳥qٳIֳPȳq泥cAֳyڳγdmB᳥i<󳥃/eӳ7\b]0F賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥ݳ۳E?}ٳس:s5i賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥׳׳3c2_׳س2_3`$ +{.೥г[U⳥/~̳Jdy4{}_s*\Q%1|ﳥzӳY쳥 X㳥ֳ̳ ˳ȳ˳򳥝NymxVCʳTAx<~xS S. *賤ݫ?nѳXʳ޳ݳ>{᳤)Zp]BMƌ^GVW고|y ㉳ݼϳUֳӳ5賣Bx}Cq˳hV7dpJJ2"k__糡#6糔FY峓݋ȔTT셳xٳJ^p>9 D5| +۳g$1taL$۳]Nk0:*3 3zV343:2on23^C3334p쳌ϳ|)XLNE糋wp `nqӳFrIJ\>aTG2˲Q2E3/04 ~3F42꠱%M3x;1 3@`3Ϫ4G{304XMڵgB㳤]ೢ򳣫6QZ鳤HS"lO9!ó>H m9v쳠_Y1FʳU$6>ijﳤ;+g8r賢&*6 2볣gmaV=ų<j峏{Y샳qe1|; !̳lKgk6bR.Y>c_9'5 `: +1ݲ|3ZQ2Cv3xBL34j+4 GK4}23\2<34ؚ4<84145fP['xW؜D V +i0lrTDcRb4k +w 23?\2<{3'Y4*84Zo41N4q213`3n349464@4'A( '](Cs(Yu\(G(H(D(.dy(<(n?(r(%J)) )T[(x):)+^)V)5))* )j) )!)*sK*@*1*({(}(t:))D)>~)N) +)_))d)Hx))$r*)F*0)*":*ߧ*[Sh*pΰ**`**E**ܗ*#;*h+!,G++WK*S0*\*O7*/*]{*N*<+K*XL**c+ !+L+V+J^++%+lF+bM<++YS++ , nt+++p,'B,,Y8,Q[}, Z++=S+/qc+4+E++r,|+kLj+[+ջ+Az+,1e,%r~,mPu, d,Gh,=*,=,P,,b-7,}r,,(,,V-1-(-lb)[y))Z* ]*[*lƲ*P* )jY*6**qt**b*nT+ +_1*+c*r+08p+C\++Z+++il+OO+;S++f+R,'J0*O* +*r*К*<+6+U+n*?+3N*+1 +N++Hn+Bi+\o++,-,U,[,Dy,+I,-,C,`,r,8$,S,+҂, , V,JD,\Z],F,.,`,9,#[,s,,5~- +E,^-5!,-C;--R؆-`'--Cw-GP-D- +x-MC--e*.z.C.3 ,!,[,^-~-&h-nh-Y-!-L}-E&-0-{?-.-D,-{E.-V--T.1.'.i.Z.M).~U.JT.9o.ѡ.<.{.7. A,$,e,`h,,Ȗ,_,׳-8,o,R,^---Hr-D˯--F-J&-J--3----s-g-7-B-.'.(i.aS- +&_-?-9.-Y-,->--_m-wN-F3--N-.!u..VRd-.'m.%M._s.a. .j.k.[.f..(.//|/1-xS." .&.\$H.V.u9..._N.J.Q..:.k//+6.0.Q.//R/A"/Lb//&/Vz/^{//M/!/H/./h//1,/./d/hݽ/q/1߳/k/k@/Y/cw/ɏm/0 /|/ /p:/L/(00#?$0O|00(0,n0^]0Xw0B0e'08-.о. +.G?.OZ5.A.R..=A.ת.xu3.b .x../ F.9/ U.{/+/r/.'/iwV/e:/V/&L/`[/YO=/y0/x/Ȫ/R90 .:2.ߡ./X%/>/PϨ/G +//o/<0/0sm/r"/^/.///r//~/n//,0)00%4v0[Ґ/0Z[0w0L0UK00$0//̏>/r\0+0/0.0/O0eDH00/V0-N0dFR0e0&0t0‹0b*0F0~0/#00I0i100Dm01!1e1Jv1N1r(0`0C0h0C0@0>0E1"+0H0+e0JP1j1 1P1N1 +1" 1Qr +1R111M1^A1Ɉ1c1L11ݥ 12,2 Q<2 `23I ++eS+AM+W+,ƨ+ߪ[,(V+w+&+*+Ra,R,W,6_,,CI,-l,{6,â,-- -I,(,)u,u7-j-0=-C-`5-S+,3++,A,hD,,,lE,:,s\g,G,9r,=t- +,r--;-X-AZ-$-t-k-_-j.}-N՜-[-Q--.%) . ,H.Ns-d-Ӵ---1.(ǵ.p.X-.j^-.,jx.BD.p.wEG.&-.o8j.v.u..ͻ/$/6/Rx. +/ h.W//Y#/@_/#/u/1o.e.Z.? .ւ.5.*.œ/ .o ...H./0//\//]\/FF/i//</I;0/y{/i//U/d0)0{0S,x,{,,ꭉ-g-Wy-1-v>,-,-1F-Zj-l--ɍ/---92../.h[.Yj.:-m.5.i.^....*- -X=i-,O-7B--J-Ɓ].#-PB-o-z+-U-.4m..XH%.7p)..^..(/T5./1+.\.+.d.?9/:/Ve}/0!/.|3/~.ӱ/&v/@a//ny//(/M,/.< /{Jx/3/2/G0 /օ0/Շ0(d 0=00j0а00OV040~0&0hW00d0X/T~/=1/A/E/ۄ:0+q05G0=/// 010 80d!0ARQ0+0\0080 0R1k1"1500%0t1]1f1[y]1>kc1z/b'//,m/lO/00)08ڪ//W/Q0!-l0-^0k50[20$0CnS090y0i080^0a1.v00ԺD01m1 ҽ1<13\1m0|-0Kp0:00 000R0j*0j0P0 +30t%1ڔ1&18660W1)i1w1TH1ag1R1v1}^1F-11w1111021 1Ig1Cz@1311131ҏ1w1t#1/1 +K1Ӽ:2 222,1)2 092 Ʊ23,s24 2d/'2dV22072b|2^2x2=222I1#21 2!\z2'˜2Y#2Q222I6!2?9N2y2̜2J2W2K2%2Д22[23#3332b^3 +&33,*30n3_5V3Z3'n0d<0X90@!1wx1($1d1P141 21<а1)1g?a1a1{12t1f11I11T52`24'2(72^1222>c2N2U2|2O1N1H1z1 12j1zL2t11Ι1+1_2 b2=2(Ç2cC2-C2gs2R2O2}2֜2r2:2~s22Z22H3J3/32#[2l 22ʭ2O2Ȫ323i22i2ږ313h_3CS38ձ3nV3&b3Tw3L3c33T33'3z3Թ3c3؋33 34Q3z3-Y3!*3Q3`3r33393BN3}!C3i[y33{3#33VY33?3}4.4*4<45.c4dG+43k4,/84"+ 4Nt4Z44R4g4P;?V. Opzu泥[<{ӳdgjMKbCJ4S)34س🳤ٳca{̳Jk,c5?ܳJ᳥_sU_峥9*NV ;㳤tr"볣n<][9䳢۳$/I:6%ó Jг嚳=w!Q +\L³=v`xݳ^Վ>E곜cݳRدb䳢ѳKP4&櫳J8R$+}0泙K/߳cXP곑djhY|tdOųF&ou*㳤1Kφr&O!ೣAiTWWﳢl䳡ڳ%ѳy/>nҌGFBi(iT*[賢(ϳHG@s ^oSlgҳc4CfX-Mг맳?7쳜> ֲ;\8r4ʳ㔳Lz}L᳂pE³nNhiwC JBWB(uQIZU-;#*p"=ױqom<޳cq;kDDzt;}`\WOE˳&߳,Ȧ`8}{dz jƲU:2k23/:e!1me2g33a33򏺳݅a̳ͳ1qrjSR:3r6tzUtxqrSKtSx,lγ+#zT *,UвG 972:1 Qwdyu[X]/2< _a6;]H#dʲH1+>3Q2)W293(33&3I23 33r3444FqL![fIM2Ӯ1/3332.T3]3%,33֢3K34<33ٱ!3ê4+'4?4^4p 4o44_t44,44Wb44ʮ58344a4F/4B&4r74&44HF4+444v4NJ5w55,44F4/5$5۫5J5T]35z5*w5[,,5`y55`5 55*HEq0F1s3e243(1m2t823g3}3]3؊4,3,33,455e6# F6!:6TU5}6+6@~6M",6Rj6H`66D6UO6I6hO6 6߷6ݥ[6|7Tv676]6*7_7 76777kLó꧳yC峝³D3ڳpLL"aֿ8$3s9P%*rr5aB#}uZhMo^XB={ .pAH^!q'3o7ﲭf1%`\2[l2!A!3R13!4֮3r4G12T3l3Fd344>4D4j|3s4345/74\474SY4)4U4pz4Aw44ZS5b45%&4Qm5/>5lO5[5v65>5)5tP5>fz5,5j(:505@q65呐6+@4|444 5@g5J5,4F5vH45 +45-5P5m05zI55 +55:w516 6Bw)6*6k5X'6 [5!=626N6ڔ6v26/44k465J5 w5:~5/F5o(4j:5$5V:5Q35b{555B5}5y5I5n5)K66'6@56 hx6<6/]68^6sT6g6y5?55r"5@5y"545"65\5 +56s6 6?61z6o46#6]56Os]6*T6MF66%6"67G66L6k6"77027=f6G6<6~dc666$67 )66!J6V7j7 ~72%7.Q7a(777r 757j+7lZ37w7!7W7gN7Z7 C7d77:7/876j7'7!#7Q7Z17J77|7G77yg77T7ګ"7!{877蕶78;8o8:@;87u8g8 g<8378/_8]8b488@85K6 6,6F06\ 6i66646u`6\76Q6v<6X6{7 +|6ǵ7p67%716c7lA7Zz7677I797w7W7j7/7׎ +6 6}{6t6z6p7((7#7Ko67667"f76>7w, 7[77c1U7C7 7Y7B 87.8j77۩u78:878?j8/V8d77ǵ7T7eD8ȵ8'88K7j8,8 88J8Bs8zҐ8mB8Z8U8p888kc88C79C86U8SP8† 89T9!g~9#69ChR8+ο8_I8OI8888588y8p818/889y%8X9j8?99 G94))9:r9k49a9Q9*9W=9Jk9,9A93=99^#/uN///Ѐ/X/0g0" +T/d<0 00;+x0/z0Ye80i/0C0 062p2\22>2(2݁P1Y\1<ת1DK1v1k11C11=111; 1J2152ϕ2 қ11J 1D22=2!ǰ2.K2S2 2:2E?2r%k2c8222"21p2z2 +2-2'2OO2W2z6202]ı2a2222F2%229#2;22D2*23<2Q3k3$3#3%32)2O)2Y2b/2 +23C222X3B3eV30a2x2 23[2Ȥ3e3$!3<33913Nj3p8=3V#3uJ333 q3#30K3Ru73A3d23y333b3333x33P373_3s3]*3 +33343V34 !4"sN4 +4(,4;4Wd11TG1,1$e1|11 212 2&Y!2<2J22z2TD2m1ީ1o 2D2$122=Q25F\2F,y2F2[222qH2 22j2\2z.2.2=2X2uo22 Q29U2٭2eP3+2F33 ȩ33222M2w2ԪP2Mx3 g;3VY3F3(@3G׹3\O38͜3IX3rx*3]G2!)2.02Wa2hF2;.2GI2z2/2x2222y2!2s22Tz2`v22ؤ2k2vU2g2nm2-2t23W2р23 +3272H353&~333@23'3@3N3[3l{33U3} 3zD3p33%h3/3Z3f373@53r,3}L333E3 +3n33393% 3:3WM3s3RX3k5V33S3c3Z33<3*l38(3殺4[33b3e3:33F3α 333f3q4X4Z4G44-#4=Ӝ3镚4>44)s44&k4?O4Ui4@7k4YQ4u8Q4(4u 4 4^&4348c4L\4m4h4`m'4u(4SE4&4ct4f41444=4;a5\33o34!3ٖ344 ȣ4J44+4N4^L480u4D4n4~t3pN44 4)n4+4 41494Pn4\G44h 4fP4q^4k444v4444154404;45 5;4̸5[5"5,4,x44Y4Cq44645ش4E*4m.4%4Ie(4K4x4tV4V4-4A3F33~4 444#R74@.4N4-v47 +X4Z~4MW4r-4$4L41w4N\4`44nAv4644(46444΢44)4m5 4d΁4R 4o44p44U444u4"[5<4D55S55<4F545 +iD5 q5I5+m259g5U5+5Gx5TX5v5f55453"4~4?4#?4%4Lp4K4]5C5U5#u5Y5C5 +9|5(x5&5K#5L.e5v5v&5L5H?05s5oZ5k55555"5'5(5$X5C)5=Zw5^p5g55HL5n5sC5'5p55b5ʋ5|5655K5x55C}55%5%50 6 +6j6)q6p675m]55v5ӵ#55#2566q5K5Z566E61W63a6T%6d6'(6- 6I 6A06^6ic.6X6O6rx6xf6n6'^6g 66=4Ԯ4[4L4ߙ44~45 4ض5 #5R51@G5~5125G5_4x+55L5-a5Li5$'f5>5P%{5E95Z5x55p{5y5l45x5C5]5s5Wf5z5055U5f55<5ԐY55@Z5։6yc555­5{`55x5 656`6ݴ6%6o6!;#666G527d5@V5b5s@5NZ(5\-5i5755555^)5a5355icg5v5C55T5l\5d5f55!5wK5/R5Εz5=6.6t5b5Z6 26 +/66 Jr6#/6.36/:[6=Di6YC6j6K-6X6|6x66686B6#6)X6K6TN6e6rKl66T6}6166 5X66 v6 6 6%Й65v6K6,m6DlN6RL6o(6]6y 6g6686LҐ6c 6{j6a`6vȴ66l666b66x6m6-'66~ր66m66ֿ666v6,6X6, 667u77 lW6͝/6867 +67 7W7'77&J>73s7G177R7I7\|%7r$6.V666|6a67z646̵6cv6?6"767[63n776P662666ރ667L7 7#\7,B7^774WY7;7NG7"76%7E@7/7;7TJ7cw7[I7n:/7"7Mt7F7B7m=7Y>7F 7Q7q>7~r7[7e377L7\7'7s77G7;747ˠ44%?4a545g5).5S5La55!5@m5rm5c59C5?A5^5?5kL5ͦ5Ry5S55 555 +5ӿ6`6u66-96S p5?5`5a5@55<66'&5@6&&6Ի6;M?626\6iS663A6==6M6{6fZ6666666~/6E677b7!55{6 L`6)I660o6G*6kqK6=G$6b%6|66{6'6 +6ҧ6N66o0$6e6m66"6666s6$7"6!7o7%F7>6WT6(6%767 I7ޮ7877/~7A7g!7N7u&7P7/7$k7>7WP7{7[7{7)757777؈h7/7,q7d8%6B6u26Y676)6I6~6q6U6#V6:7 7X7!_7) 7P67K77;&7.17Q 7c7n37F.7s787777T77 z7/;G7387ad7Yݲ7 7J727gҽ7J7'7]7]778 7KQ7?7[87֭8S88>h88m8%8- 8RM8H8rr8@8ߪ7|;7 67͍7֪7+7W(79#(8x8>\8.!8 8ş8999 9.94p9F,9)97N9X9lz99'^9:!9T99z9Q9nM929o9999\l99~e99f9~ 59{G999=999I9g`9툙:9V@9Մ:a:809:99&U9 p9+9269<6a9F9V9*9L9e'9uP99 99$K9H9T9+=93/Q9]9f=9zV99929+89Y9ߌ9M9C]999э99959,R:::g:)fD:6:+:#~6:D*:Qf9!9::V9t 9t::,:.E:7x:\:h}:?!:HP:s^:~9777w8m8835,87.8aU8Ʃ8:C8;h8h+8ew88(8OA8\88=c868QR88{E8@888'8ذ9>8L9$9 9>$ 8iY8%88-888V98Z88^9 9 9)P9*>*9Pn99$9(&9J9Eq9mc9u9?9O9z\ 9}!99_9A9"91z9KN8r9 +9H9-\9#i@9<9LL9om969X9c9]9X99 9:)9]b&9w`999|9Z99iv9/9ɇE9 9lJ9覶:R5::&'(9 f9s9y99e9w59B:96:sl:6:p::1::LG:Y:4: p:':C9&:5i:O9<:_::O:o::~:g:D:J:99(9%q9MB`9O9~9|U9SJ9HY9yŋ9sg999P9|9䚠99)9(9 9=:P: +]:&Ii9: -: :(O:(,k:J:L::t9"=9lh99}9O: ::$|97:Q9:b: :F;C:@:k&:'\:K:IM:t:uT:=::M:ox::::KR:{q:n:0s:"p:AX:G$:k:d3:f::k:p:T6:z:|:n:Z:p:@:q%:F:W:<:D:u:;:;*; H;"#u;;0kp;;x;;+%:e;N ;k;1;/;N;QC;wm;;';E";If;kW;a;;;;rL;y;;,;C;;Z*; 9Ft9 +9ɍ:9m:U::+ ^::+Q::Uݓ:o6:m::%|:={:Q:5:G0:eE:z:l::`::::G::kW:E:8j::ok:7::~:cm:E:n:[:p:; ;e:b::y::D&:`; +; ; ;;/;D)A;+.;>>;U;jZB:V + :g,:I:uc:x:y::|:::9::c:Њ +:AE;t:q:{:pD:׎:):Օ:p:ʚ:h:es; +!%;F|: +h:q@;o,;;(;s;$;1z;;"Ў;@u;JM;K;\n;|;[;mK;|; ;;+9;78;X ;b~;@M(;F;m;w<;=; ;L;;;W;<;G +;;;%;=;+;C;SL;m;Ir;gA;uz;?;};4;.;D;X|V;oLh;hy;ʐ;;;;63;;;;aV;;؍;<A;f*;Y;L;(;;թ;υ;>;;- ;a<"<,<b}<#<6N;L[<<<NA<)< A<.<> j<+LK<<<<%/|޸/~//a +0 +,0J!0gA0iS?/ߞ?0!P0Y0?s0g*0000ig0c-09a0ʙ00b01l0k1#N1 +iT1Bf1c1}1(11#1fG1A2111޲=1lz2NL0Y:0d0}J(0ޞ0x1 $1%.1:ׯ00600 G18f1X=1/ 1zk1b515,1411?,2p2N23m1u1(1h1L22Q#2.J2q+.M.ŷ../r/`U/*/E./{E.5/iA/B6//[3// /}/x 0 W0700Q=0-/ٽ0!{/l0660m0= 0n0=.^/#.l/7b/w//*/j//L/*/ce//胄/j00 +0M00f00500$+0-020@V0`0Ȗ1 01c0F1 0Ξ1 /1J1 1g}1(0{17/1~1OoL11[11Ԇ121p2$@2H20P2e2jq22;22T2΁2<2Q2O1!g1i 15M1111W2lj1JW1S*1`11E261O2&2)ڻ2o; 2>2HK2\2<23V2T22lI22 3H2p3"?1I2s2_20l2IK2W32p~2`2S2Q24J2wk22}S2)22_2N2%3Hq3!3U 3@3}83&3,:-3eU3K;S3dA%3U3B3dy2TB2<02w2<2t3[2澽3ް22N2h2QY3.35Q3O3Q532x3n3Q;3303_3L3n3sp3a33j3C4 3]4$H333353(X4W4 44 v3W43A4"4%04UE4C +4{4A4v4f_444V4mV4O4i4%4.4̓E4}5 + E5[Z5"n4g414=4O~4e4~4C4k49R4q4W 044JE4o444 +4(4a5 \:5N5>51r5_=5l5#[a55=K5N55oEZ5_23v23323q3M=323+3;A3C3iV3D3ԑ33sG3M3V344=t4$4Yv3Է434!g642 +b28yP2b2GZ92{121q2G2Vt2LR2eo2028e3 2a3394U33HFy32Ɨ372Hf3$r3W-3893g3// /S/l02TG0$0<30&/Q0m]/t0 ׄ0G+O0&0P0gX0Ȇ130Ԑx1 1[f141i#F10Hy1�(1/1v"101V,11/kQ0/Ø30t0ZD0xZ0b0 /w0/ϷZ00j0 0q0bZ0<171m1>S1M1Ʀ1)111E11K1 1֕11B12*!1G242tש2N22Ԋ2q2>b2 +l 2H2G2_2g2Θ32j3/3 3:{3vj3z3X3mI3 $3E33On3Q{3332%2R2v2Z2792a92222c2!2jd2W252 +2 3Ӓ3YRW3 lG3b3e3ď3b3g3&3kbM3,*c3sX3By3撗3'3pp3xÛ333b)3444.X3n|3ξ3D34 %4?v48 4QC4T˦4]-4j 424B4}4 5 +i44 +4445|4o5&;333(C44'H4c454vyT3`4u3d4i4C 454Q +4vs4~4ͩ4=45555Z'5DK%44z4@4G5t5 -5S&5+.5cq5$ 5U55Y5l-555g5ųO5G;515Zj.545߅5ٵY55n5 6&5@6!?68SB6g6L$56{U6 } 6166Bީ6aq646v~6{5m5j5 +55ɻs656 AO5F55$5Ù5n965$36$6&6T 6516g 6F66vR6~6Cr6y^6R6c6f6ǿ(6~634#t34-4_4[4m4447W4 +4A4{44(4,4[5 e4Q5u57G5s5C@5S4 5 4d&5#Ym5N5~5Y޳5`Z4r4K44S4<4D4434.4\)Y4%L 4c444ޘ44?l5+V5=525dl5I5n5A5 +{595Jm5@u5x/55pC5[5525=u5޲6C6/P6³6; a5U5K5%5޼6m6FN6!f6QC6a|66p@6b636{6¹66~z66wj6t6Π7vw6:7 +5Ǔ65Є6x6)r6[616eД5656-686o.6?|&6wN6F6666f76766Ħ6a66777#Hͳ1u>ȫo"m21F*33bLrx4oX 2}3:333S4+34:^4yډ4V44[p44i004+4*v4^5 45%Xw+O212E3W3/3Q4x3!2=E3i3k4:3^+4aq4V%44ւ4P5&5A5b5bw4O44<5 `53_55ORf5F5c +5Q5+Ђ5x55_c5l5^5L5I5o55ԝ6.56266U656|ޝ6/6̸66"6VT6i6{*6r6s7 6X7+655ʦ55r6)6QQ6*6rqa5<6 +56R6Ej6]M6dt6>66b6q6f7!7Gi7(7l-66Ǐ<7 6{A7#2s7D7+7cQ7b2/3?33ޏ4Q4XF4<43_@3O34E4^F44p4֟4ٌD5 457x5l5[5ek5ߣ5 o5RvO5V5l55k56i3ؚ40[3a4QYR4eR4$4]54\4pP4K484K5H425'&54~5^p5I5Ŧ5ģ.6:5ܓ)6!8 5b55y55A'65[Q6 +6H56706M6R166]64,6֥6$ 6n6:Q6 6j665y7 +T7U7;3o7F?7Tְ777"7&7-F7sx7Dn7g7uY7 78s6S\E6[6kC6B6*97v 67/6 6 66r7)7CZ7cm7Xet7]}277xIM7 +7^8f7&A8(7777 88<88Pd 7 _E7A7(7g7 77s7J7G~17E7m7U77X7Z8S78 *8 @8<8P188w98>8&Z8^F8C]8~8888\7A7 1747T8"8,u9898H' +7Z8 7׷88.(!8i8G8k8e58%8Nb8 8Lj9 +8.9)88w:8 +]89r92Z9x09M^8Z8b8ҿ9eB999<9/9`Y8҉9!q919;9P(9]89s9^9pu9I9l99 H9q9m:i99^9Ĝe9[:,:&2:m^:E9+#9]59Gj'9,e9;9P989ԑr9g#9M9Z)9-9WR9v9;:#9͆:I:~:)`:8:f=:U6:E::Fl:3E:cm:x:j::7 8*_8w8AE8eP8It8,88!8]878z88ǰk8L8R68m9 "8r9959lr9N9F929299J;9jV9!9M9:8MV8@8h88D98հ0988988+89!x9D93 9,:9c9@999 9!99W99n999p9: i/99Ŏ 9VE99x:":ZG::r9sP:q9~::&k:S: 7Ay7J7՚7]#7~7 7a7~8\8'8g88'B8}7I87ߪ8D8H88\D86N7&674*7qU%771;7U7x7BUk7gB7OM/7T77?]7278+888n8m8/8g8;8 8EnH8x8Smr8"p8jW8FX8\45l4ԉ5!5f#55u545*e4g53=!5Q 5m5 +5~@66B+6 M6Mq6y6э?6y6O6I6YU66cm6{6626E459k4:5Ary545 %5)5ݒ5x5G5w5N55eM5$5m366mV6&K6w;6sD7{*6ZA76,6636P6B7 6òC7D7<7^Q7"7mh7 7f77ǯ7+v7xx7377 +7 7888a8*8o88ٯ8V8ٸ84z8|M8=̑8N8889mX7=+7 7E>7 7G8 z7 8p7K 77Qϲ7f]78bj7V8uQ8E898M>8^8=9M98d_9 " 8V8o8^8f8*9k8X9M8<8.8W899Ef9"9Y89!8}9mo91b;9n}9A##99996S99繳:9A:'9l9Լ99[1: g3:85::II89f8p9'9R9ak9a]9z994L9 Ⱦ9?|*9t*9")91L9|9vX97B9ˠe:j:%u:Y1<:3_:k9K:S9곝:h:A:B:O:>:F:J:Yo: :`s:Z]::q:n=+:]:::\; +:@; 6z;\;)l;;>f;W;(;n;e;#9 ;O);3c;c,;ܱ;w|;V;io::::I:C{;;;%F::: :; +;2~;m;Ak:;D4;xv;S;2~;W;';';־;eJ;rJ;veV;;=,;+H;æ;9s59Lǐ99Y9+9299ƀe9(d9d909p99 9|Q9Y(92:&:mz:0\:]u::jF::: ,:;%::E:y :I::L97r9|# 9@b9(9\9+99f9G9!9Ok9}9f99V:::Of:!":W:/J::::'ā:_1:-і:g:8<:ĸ:1:p:Q:C:E;; "J;K;(;Z|:Փ; +y~:1;;4I;h;?W;t ;;;(;[;;]<;,< ];FQ;;4;N;<;`5<W:n;2:d; N;G;n;O˾;:W3;&b=;/&;*;X;]l;_s;;]; ;e;<<& < (<-;r;;;<<3<AL<94D5j5555=Z,5i 5`E5[5,5V5Kv{5}w5=55{555b5^535x5~5f6T 5.[556b6}#616-6P5n<5nB5s5d,555i6ٙ5>5ɴF5u5駳5dL6V6o061=6 +!6(6!G6D66Kg6t6mm6@6;6d#6Y/6%6\66n6J6)64ٽ64 +6Vu:6VAX6|o6~66T6}I6z-6;6s6ï6x +66:6S6bx6d +6ǯ2667w6%6n677 7!Q7$'7=Q666 f6˫6ν6o6<76S6춪6'>7 7 -7%' 7"BE7?)7U7&e7&V7B-7@v7^7a2-77A +7a*7` g7r7x7 77565 G6E6&6L6?X6kA6i616"(6I-6Z 66y565K6zz6R6|6.6E6ݸ6Ӟb6r666Z6ߑ677 ԏ7%676d6Ou6"6H6E66'G6i66X6$6C6܁46ȖM6@6x78677T7<70 7T~77$777w7F7o 7^n777p7\75a7;7\br7VJ7}[7.@7Op7Fy7lG7u27h7!7 7'I77M7D77ɼ`7ȳ777777^788Q87a%v77~[Q7l7B7)7Y7V!77e7U77 +77E58[7;7788q8+8'8AE8 w8"8e868<8Zj8S78u 7Η7&k7t172Lp7*\7?y-7J!7cd787Rm7Y7xXQ7o +7R7ր7+7VOp7nn7~477g7777g72 77Ɣ7Cd7m7K7q7N777*|7I7T737'x7bq77ِ7u778e8j7N7/78888 8'888%B89^81>f8C8NU8c7<77e774 7pg7C7?7F7̻88d88 Hd8.8'79P99X +9jA9-989Ep69R9B9K 9]a9g19_I9m9{>V99z9#9 96Y66Ѓ6)6p7 }6?7x6b6ݏ6¿.67E7(i47?j79w7(J-7L7:T7ciM7x7]X7x7x7NI+7{Q7b7?7D777676l7?7$O7J727\X6{w717E7(Q7AT7o 7P77xQ7i7Gc777ݝ7[77"7%7V7q7ٍp8m78#{7Z7)7778i8 xy8%i7Q8+7m8A8878+8J8.^8K8Bf8b8l888xb8WzL8{8m88:V88Y88(8v8C8-g8<8^8N2S8s88<,8*8L8`"8ɝ8sl8}8̈́8w8>l8&8m8ͨ8Ւ8r83p888ƃ8ԧR88977427M7@q7`!e7i7oT7ߪ7#D7L7-&7X_j7~U777}7X7}7I7X7cj7v868UD8#7d7최7̹w78$8.8ŀ89Br76 7c 7>7nh77(s7JE77F7x7N77u7pd7s37ƹ,7ת8 78 +8!8C8)8MER7s8_78=E80h8Vr87p18^=88*8\G8Em8lp8TF8.8 80+8RO8|8_8)T8B881,89F8A8֩888i9Ŀ9v988kq89І9>9'*992K8l +8 8x8^8k8Vi8>:88s88ʮ8388o8-818b9 +8j9K9#9=.9, 9Gk9QB9p@9؁9!K94}9Q998ʝ9Q`9Hʕ9cb9E9]/9X|'9r"9w9v9o1929kT9?-9 c9hM9gn9X999K 9^9b,9x9rl99 ;99zG9f{9+9w999959Y99i99$9E999w9!9%~9jP9909ֺ#9S99"99R%9i9]89?z9999™99G9+m9>9U9фh99r99]9oI:M:Y9: ::2: #t::m:*,9&/9>$93$9M!9Y8g9u9i{9Q9@9\g9MjK9k'9z999,V9Y7909Ͻ9bV9@99<9^9U99899ŭ97#9Qt99ZR9y9f.9˼99jL99]9q9l[9|]m9s9v9B99س99Q9g9X9޼d9g@9:89Ǚ 9rn9;9K9F~:q:5: E9~_99{9$9a:::@N9q:9=: +~+: U:`S:4:!Oq:=::T:":! :(:+&:3M:"s:-:,c[:6:6:>:@:I:\e:9: \:.:&c:):&.:29:: :DD:'\:-z:9:4d(:A):5tO:@ge:>O:IQ:J\:S:S:]:F:Q:Mvh:Y :\":e:c$:mZ::9f7:07:Z\:d:7\:::Qh::&:uPl:j:D:Ù:::H::ɛ:B:K;;?X;/M:^;e(; +>;'7;+Sq;Or;J ;t$:6_:u:S::״;:;b:$:: ;; +;4#6;(F;OX;"E;Eʩ;>*;f}F;mN;?;3[;;[f;;|qt;6;F; ;-;ݹ ;1N;Rjv;Q@;z +;zV;);;V;xA;;H; ;K;;đ;"Z;U;S<;;;]<Q:<8<C;X< +< J-<"6<Ww<6~<;P<܄F<׿`=i==='W =7=g=.=6=J&=C@=V=aE=yN<7 < +6=|=ɻ=>=> '>>n>.=H:==aA===k=L==+=ኘ=>X=>W> @h>=Յ=h=>|=Gj= +> T>>/_>>!>>+>ݡ>%T>4k$>;cI>>G>R>&_>x>,#>4@>BE>+Y>:N>?\>Q2>>Kw>ZN>c8>ts>8L>C>O>]f>L#>U>h$6>rH>j>x>w>>>F>E>x> ;;8S;E;/;<:<T<.;;;]z< uj<(w<{z<<-;<n<@<%n<:'=_^Y=B 0=`)=T=xt=n=.=a=x=k=== = ="=]=}=k\= N=. =!=@=M=q1=a={=-=M=<7=`=tK='= =&==L=+==#=:>=}===ĥ=ܶ=T#=>=>{<&#<;b<<=Pl<ˉ=p=1 0=U=9g=a);== ==%2=B=i=G3=rC=I?=o~=Y@=Q`=9w=P===elG=V =s=_i=1===]=\=P=Ԏy=u>>>}>%N%=!>j=u> +>>1H>"o}>; +==2==o=\==-=Ⓗ====9R====#I=>> > >->HHY>5>Q> >#|>y>*w>>0D>\ɣ>G-3>d6=7A===A=ۡ==p9> +=M7=4=>@>Ti>%&>>(-> >>G>/+$>/Th>BI:>C]q>V>-v>@ >=|4>S>VP>n>m(>=>i> +w>>#>8>2>JST>T>,LQ># ^>9>C>[/>R>n>Pl">h>b̭>}O>T}>W>X>>v{>Й>>>_>TW>?>1>UR >j$>m>r>}>%>ѐ>:>'h>52>>O~>&>!>O>>>׍>>> >@>7Q>S>]^>>>I>>>y>&>;>>j>\V>ԍ>Ȣf>ʽ>->l#>ʌ>Ǯ>؎8>>>>x>ժ>,>p>>j>?6?}>??r?? Y?O?Z7?3Q>0M>I>=OO>WP>co)>|>sV>>JT>gZ>V@>u>f>)>P>>&z>>bJ>>ت>Ìp>:*>> >B>VD>h>Q>>H ><>d>X>q($>L>M>8X>>>|>I>A>a>>>r>> >ͧE>>O>}>~>V?>{ >>qJ>>[A??vI? >vQ>>>>R>A?:??>3U?G?Vi? +? ?F ?4? ?X?ޖ?Q+?"t? f?&'?)=?1W?"?+)?):?3=?3?< ?=Y?E?p?O? _??Џ?'ί?%;?0?? ?8?%X?+T?6m?1?=?2ff?!+!&"0p"-"*("Ozuzz ' = B (! += (32 = p !%p! !!f"$"""!2!Q!C!Q""q"9"=hO\(DzQtp{p[ffeknfe\(ffNzzky5#32z=pz +[Z=oŽkc p  +GuGGz[UŽG(c j=o\(320zzQff-G%<uŽoffGF~( !G G  W +=pj=oǭ `c a! +! G !f"p"!["|y !m ۊ!!"1Q!Q"#TQP=p>G.Gfez(fe!pfe0$Q>QIzzF +=Ӆ.zQQG (pL +=[=p55(=p +=[F=puzg +<RQx̞ \(RQ' (Gs32zs32 +z{"Q{ŽŽ,z1넜81넝q넜(L[GzNzz|UŽzzŽ += +Gœuu|˝ +G\(51c (( UŽTz(QffG1ppG +=# +=>z +=z&=p3' !b[$Qzb[{yvfe\(32`֝+[:G*=pQG?z8Q\(32C32s32\(Ik32 32QaG>Q-pffQ֝ ֜32 +32ffeAp=o*=ppff8QuŽ //"ff.zz10GzB[C +%~&%k"̱#Ik"op#;v#Ę$>uG#$1"`Q#-"S# D#[$%#7$z$:5%.g$%%#%&'%Q)&R?$?%sD$% wh%&X%F% &&'&G&d'L\'( '(&.'k&9'[|' +'u'>'({((pj3(עS)G|)}p)?)8(eL(u(Y_(D)7{)Q).R)I&І'1&z&Q'xզ'L*'jt'&&7&n(&݈S'[2'ȥp'Ln'i#(N(rA(B4G(P)%) )i)(6K?(al(*q(؋))) )uv*2*J*2wz*+EJ+^I+v+_"*1Xx*S*/^*~++^|+m+]L++,H+,%^,u,,i,+,8d+,,,׃,:",*,*I*) *k/+*+Zk)*K+Vǒ*$[****+R6@*n+Lˑ+, +,,,,ա,,%+;,d+ڴ,{,z,ϱ/,t,T-. --/- -#.5~--e.7-0r7-e-0T-z-_.9M~-.9.{.Қ.v.A/1f,/#/4C/ .TE. +../6F//7fq/[-/X-*---5- .9x)-02.81E-*--'~-Q-?.6 +'-G.3 .Q..D.&/7a/+*/6#/˙.c^.V.(.///0/+/@.8.Ӈ.^.̜b/'(/V/!/~'x- l-hr--^-.-P.&--S +~,I-G-. -m.S.v..ly.Y/./u,&//ki.ai.&:.U.//a^/[/Vg"#e"Nf##($ B#$s"xHQ"k2"aaF"#r<##\#ױ$D%$z`$%y1%m%e%%=$e]$ܺ$QC$Ɏ%R%ǧ%@O%w"K"i2"7 z"|<#G #Ì#4#"$a"Ff"̣"2#!####($> $F$+$v%/f%l%%3$$p$ +$J[%%%%uB&\^&ͭ&L M&5#'>'\O'/4'&;&2C&,m&'"A.'"','(C(j(=~()))d( )T((vK'X6(b4(E)EI(,)6 +&M&&&{'D.'{&3'd&&q%(&ZD&'O&:';8'h(P'Y(>(H)'I(:)'<4(,)'k(f(M) $(Q($"""!V"e; ##}Q"ф#`! "Ie!"0"֎#Frz";#.y#$p#$US$%\W$ͫ%D#…$=<#Ep$&$^>%.yi$%1 !"!"z"z#"'#(!d}o! !E2!"h"2"G["#$Bp#B#~t$k% $w`$#c?#$[#Dm2#HQ$W]V$ >$:w$y%С&D/%K&/7&&'(&'a%&U%& +#&' &1x&' ( .''{((䯊(e:~(ͮ{'xN'≿'\'ɉ(M(*(6(&%'%%bJ|%&dM&&Ho$&`-%Eyz%%+T%tk&/N|&.&)&6''C;'y|'+'Q(!z((@('''s'q'Y(b">'E(E).*1;)@*%+*19+"h**)Q*M>)9* **J*w3*+d++ +U2+xn,#1,37,Lh,+Fb#++7+,v,o^,,^?)H*q )Г)%*c*NL*PH*)^)wu)K)`)h|*>z**-*[+)++++|,MV+,=++s6+}+^@+η,-n+,ؕ, {-<:f,n-0-#d--t-y-,ǩ-%o,-H-W-X-|-J;.J].>.>N.MC/.$.'%n.-eJ->-J-..lQ.XT.Q#賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥ٳ۳5e9lݳ߳=uC賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥⳥峥IP賥賥YbԳ ޳!Գ𳥫7[=!osxسxMS ySiG(p6C sIvO10\<[ҳ2%5_Gc̳P峟˽HSAkGsOXx/ݳ:> kqyxU#FB42ml3a23p`47#l44-49ei:f'P.ꭲCγn3sP58P=2)3123c`4&4y44 273|13f +44y44~'賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥泥賥賥Pb賥賥賥賥s賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥ʳԳ賥賥賥賥޳糥+gijճس_Mdz⳥4Az?U߳}᳥[<y.`f: &=,h=oR۳ 3nҳ3kqݳ7糥#v,{+賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥˳賥׳賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥㳥賥賥賥賥賥賥賥賥賥賥jdz)̳-6NGzXkγƳ6Iexͳͳp޳D +Qtij6* =Ŝ0UC~1*E 3M[%óm_WTdz(:㞳ydͳeK 9'&˳=B𯳥Fo.ۊ㳣RN W:B(07γaճl2q8}31cbRͳK* x|}tD޳Lﳏ+.5ӳuUJ +ų]ġ03GZ3/34l34[* 3 8I2܋34J3l+48HzW/e,&ln3/6^h'+tL?zJy᲋_2(2N$h3H4%3(4n1>`3[M4V35 3女^&e峥3dKSómm?1s׳Jh鳤RyW ̳R̃ͳ窳ͳR#ݳ<8yȳ2(yU^^v&ݳј.go쳥7!óC̳3_OV cetjs賣jij4س& + %0U4\`!}5'ʳ˳i/psСYqbE3/3C2!3 0?̲kw2a 3&11x3T_8P|г/̳LD|J݊ճZXųkJ&LzrZ$4uh3 .Aj2ff+ qڟ<h:2:k1\( +<[QxQffffУ֜z=p̜YGff ?%Ž(zpz넝pFfeFfe += c mp\( +=zus 3 nz +=L +=pnz[Уz8Qzz֝QGG5Ž p[3232Q[0 +[QGj=oG̝j=oj=o=p=p̝fe5Ž +=p!GQ ̝j=o\((Q\(u=p=pz[֝pp[pR[zzGGg +<'  +=GŽaG z+6fe +=z6fe6fezz(pGzzG(Q<UŽ(z# GQpXQ +< +Gz=o;{q넝zff"[p:Gzz +=̝ QF 32pfeG32zp\(:GzŽffeff=ozNzNzzLQpG\(u +=X\(5pfe =o(32GGTz_\(Ffe.Q# z=pJG  (zpL[aG=pRG%Ždmp 32w +< +<( \(2x    :^=o .pz fW z G.(QpLff#3232(332QG32 +=Žz᝾feG\( +<G %ٙ .aG np*32Gz(3232pz?g +<Tz( +<=oӅ̜\(=o!G(znz[Ӆ=oQ띺[[5ŽzzNzFz' +==o([ +<L̚Ž[z=oTzXGTz[\(zqQGz +<(*=p̜ǮŽz X(<QL[ 0\(4 ffzG +<qGŽ=p`GbQxQꝘz\(F +=MGG[Q,zGG/~zQ' +=fe)Q (Sz 32zQ:GŽQz(aG[ +<pz=pڏ[zL̝aGp.zF +֝ +<paGffp32zfec FaGp\(Q=p넜ff=oNz넝 +=zŽ=p=p=pzaG%p&=pc s321pGGX32(=p?332Z=oEG32=o-Ž\(֝ +=32=oG=p +=7 +<f=o=p0̞7 cyŽ32 QyŽnzffe/]ŽBfe#32)pzpӅ[[ŽGGQ.z0IŽQG ' +==GQ띩G(3232 +<S9\( +=QffŽq +[=pָQ<|:[0(uW (Ipfe=p(32Yp"ff_=pŽ zp +[[uQQϮ(QG*=p(ȣZGأ2fe\(N[fe4z9֝[QW QB賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥!'p!#!!"+""["}p E!wK :!RhQ!2"x!ҭ"S #)#-##-$ $ $ +1^$_"Q#re"Ѣ#N[(#Xz$d8[#z$Bs |(!/ ! !"2ep!˄"z wǭ I. !~ !o!Q!32"G#.q".#/#d$$#$ 1"zo""QE"#q8#V#I2#%Nb%$>%rJ(&=&vd%s&U$ڭ%Oȿ${%1^%&7 F%W&&H2'Q&&Kr'5C'ď(,Kb'1m(U&'C&S''`(ӿ'tI '<$J%$$J%\^&WY%q!m%$a5 $ $%KRJ%%*%M&wE&BV&R3&L'P ''1N'D&1&&Q{&'7'8&v'e 4z h +? !0!G!K!Sz q0ǭ 9[ l!m(Q b!B"--"m"2""#(2#hV# ~#ʸ!""jo!Q"B."<#`"z#9z zlG ޷!2 ~L!qG;G  b վ , !z"!z"("Q#""!Vb!%o!0z!s2"P""")p"$c$[$$zj%%u$%_u#ض$O|#-$++$%9eE$4%0% &g-Z%y&@_&'@3&'!Z%& C%&&*y'!&s&#ͨ$ #p#$$-$[?$^#D-(#<#=#$2$$$wm%k%ڍ%Ac%d&HA&A+&% &% \%H%%o V& &v>%%&I"(]) 2((@D)q)Ӣ)R?)(gA%((Fl()5>)R))B*7~*!*j*++d*|+G* +{*nѳ)*N*M++-e *h +<(*K(((1)P)ke9()H'[(([*' (9 (0n)*;(`)Q)N*0c) *@*+*r*ܑ)`*5){!)s*\*)*;*T+Z, +, P,.,}j,hy,&++0+|~(+,J:,TO,/$,-2- f-٭-|Bz-;K.8*-ʔ.!o-L-[,Sf->u-(. G-J-+YI'+]+:+ɉ,,xyj,a,U8'++++a+,6*+,˞,-$,P- fp-e-[F-c-F,,,}f?,a-B-:-%-q'_('f(+-(o(5(g+(˚'r]''H{'7(@(ݽ( ()TO):)1ߛ)$*1*z*>*a)~)Ñ(')V/)݂*=n)W)*`'%1')'H't(C(imB'(@F&=c'Hx&#'#'(a'Ҙ((Nx)1^(a)C}).*y)| g)l(4(:(a7(|)Ot)))x)*`+>q*&+ i +,2+b+ܙ *@+S *H*+_`++:6+V9,V,N,4S,- -`z,-=M,$,v +5U,N,L-f,d-M*]**6*++;v+)S+T))*8*|*)*O0* +.þ* +\+},+e+7w, ,v,,en,V+I+ +k+.,=D,َ,{6,yZCzGGy  k jFoQG0\(k Lku &z!:=![ !F!e8Q" 2"Z!"Y z!=2 !0!e"0!/["z +<F! . =z2) +=z ( !?[ n G!qe!(!M/! >2  C (!0e!f!"η!# +#xy"#H#C$_"#D-$4"s2#"G"##z$8#y[##$@%B$#%%&#_L%O&I$q$($[$!%ia%Չ%<%%ۊ"`""9`(">#Ia<###m#"2"("2"o#z#w"U#Ju$0$$Wh$ƌ%-%$O@%]$#DŽ$S#}<$*$T%1,$9% Q$R2#u$8#%U=#d#,P##e$&#$_&v'&o؛&ש'mG''@W'%S&A&'&&.'^Z'}G&/P']sm(8%(^(Jf() +#)lz(U^)@'\(R$'pU()Y(|)zt(N(Ɵ%+&a %c&4.&?'1 &'R%F&K%#%&j&P &L&0X'!('z'־(k(ɎS(F'$%z$;&%M%%L%a[v% $$Ԗ$z)$Ŀ%> %)%$%&L&aI&%sR&T'K'D&W'MX&&eg%&<&az'$4<&$'ny(p(γ(\H(>)D)v)H)ɐ(.v(x( +B(iI(#)M(e)"uc**\?)0@*/_R*l+*{*)* +))۞*a*S*2[*'(8w'4((`t)I(s(ʍ'9i'w']x'(A(d(R(}d/)S)\`)&)* *cg)=e*3ON)#)W(:)*\)!* C)W)ވH賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥۳賥7eW賥賥ɳw޳γLϳгN^賥A鳥賥ٳ賥賥4Y賥賥賥賥|ͳcϳ\񳥫󳥧곥ʳ.#w`賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥޳賥賥賥賥賥賥ų賥سCj̳h 6 +>k賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥aճ賥2e`곥vٳ ~P'\"볥)_j fK5EpD賤})γ̀Q8L댳_]t$ɳkpyY$x +SS_Ƴﳥjtq)\5rgbv<峤6L׳ oDгdz'ʳ~oӳ7|[-:%Գ?г94H<8[|VL峃!]E'ڱqet9jcew23!EβA1س\ֳ볗ZR;n(Mh9#a峎ುd'BX;[gO.޳9峎uD W.ϳE䳥K}+۳\AqX[I#0g9~rXOs5K|LZ³"7CS,糥泥N㳥CUgs鳥:>L IA}ʳ*]b(+k?U 󠳠5ho&cOB\o[䁳X4ݳ ߓeh#N3pw +u :\[|/K01EbMk,ѳwh?:}޳09tlA-"c򕳡X]#]ZL᳥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥ճ7賥賥賥賥eij賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥ٳ賥賥賥賥賥賥ɳ賥߳賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥Ft%ʳ ˳&ҳ볥鳥vRֳbC7p{Cr⳥>𳥮س$UQԳ=³MJ_bLγvͳ.س42\J}eWHeC[&Wȳ/wjzֳdzM$ÞMßp.0000,/ٷ0)Gk/`0'0gA0mG0/]0¾131]t51wl1^1OX1$1՟1%11](1߼1[10111{2&92q62*2vu2޼252M2 2-8_2{r2/z2&G2u3>23131*3zv35~3R33|3F?3h393U3;334c3<4p2132ˋ21s2l23W23z21 2t_21(22 3C2Y3^3=3f3?3C3j433 4T3?hK3-3>3&E34(3&4/u0% /{P0!0|l0'a0w01/-0Ͳ/"09;0r"0i%0kQ0_1 +1Yb~1d1U_1&115S1g1 l1QM+1>1K21$1 1+1)"/?&0/y0o\0c0 0[ )0OE/0_ /l0q0Q0sE0HD0'1m1E01>;131ڤ11N0h +17Dj0m1/31w1@1 +$1•32/Q2iM2,̐2{^23#2O3>2)-2wB(2%N2qt23223=[3*k3; 3G3Կ43437z3e333P34vz332 2j22cL2KX2.2g2;22Z2i2Q܊22!2om263/A3x<3)3qId3ZY3{3$q3H3#3h3fH3_Z3P36q33_4*4"4j4.{4po 44b4(4\424uk{444ygQ4s44`4d55FHF5a5K_5W5<55655OP5 5S5@555247 4|T48X4~(4͉4+4448,4~ܩ48x4~lM444N4Le5I5U,5 7=5WQ5Y5\5Ȯ55 5X 5 ~5W5@5{?55D5q65|[66EqD66J60W5E65]6!56O66R6lQ6i+6N667R7)&Z7 e7-г6Q68667 717755F6#956% h6UZ6.6W6V5U6%C5[6%y6Wz6i6Wa6X66^6v6ϥ7777N79A26/i6S6D647Z7:"77:%f47J(4|45I4z#4A44n4s42}4vV4.4q}z4444w55V5&5TR*5D545s5L5/5Q9C55M>Q555854*b4kh4%%4d443T444 &4]Kk474Tc4١44+4NT5<5Hm5ڜ5B;55֩52*55 %5<\555Z5|c5Y5r5;u56$5ze6"!6V6C6Ty6'56 5LX6s6Qr66M6;606Y6{6q87CS79Rh777:616F66"|7&75'7 L715궂6C5766H6&N6C9z6}/56 5@6 e6<6t66W6l 66O6%6#7 7-C7NV7)66ld6"677#=6*7N/z///M0> Q0030g/p///B0)&0O0B0rd0P1&0:A11y1g1l1@0A130'1 1_]1p1Qt1/t/U/be/0J0bp00R?z/QW;/N/@B//30BR/W02g0~1j0B0{1C1Λ16I1 +05s0b0p0ή1(O1{t71`1gw2N2H822>222D +2Ǥx1.231n2)2.22v +2G3n3U33K3333l3vD3@%2D35ӑ3T3XB3o3g1ל#2<12s.2f212VB2u1!21F1z2Gw2f2892n2a3*2j3K3qc3~3ay3xC2χ3 +233Qu3h 3B3vV//x/I/O/z /z0#/t0GM/z/bT/./L/0x'/Ϯ/0z 00d0!1i1T1'&1Bn0O00;+0J010C0 L1 1.t/7E./$E/m//Y/./1.0/Q/c[/t=/I~)/p0(a 00b0e01*0X1E>0_0LF/f05J200>0Ѳ0Z111%1$ 2)Y2uoC22`h1$Q11m12 2Lj129O2222323{t3#g3f}2Z2қ22 3f3Ri33?1V*1T1@112'}p1'X2p1+t91|1\1`12|g11N2q]2Y2X2,23,2h3a2A22,2w52AH3 22,244K4 4Br4 44S45'4S483n4.:4}44o4y5b$5.%45&*5h55^254z5u4ݣ5;#5S5?5G&53|4#~34,84a.^44R4j34344D:`445R4x 4Ђx5 m4:55;j5y 5/5i44+44n5$R5Z&5=5JrG5N6>55D6.6b_6&6X@5*5G5#56gN6MS66B06#66@6s46Q7 6h76L;66z6:6D3676%7L.5?5V5|5ʷ6 666*6+G5w555{565j6@6k6ѕ6\6C6676٧6㭟6M66>6tc6X6!6}6ĶF33033ߐf4'4e`a4!4R33*334 4@y134/ 44445 5:5/5+44_%4mp4zo4G5/&4X5 3q33Yx33nU4j}3b4 3B3V3-3qQ333ƿ3 3'4WT4OW4A4(4¿85744餔4-=4jx4,4Q54lb4ѕ44a5wD55c55a-6#5T_5ʕ5O5U5=5x?55[5߄5Ѻe60W6a6"6Ok6,666Ĕ6I76=66,H6q=6t?6[65+N5`5p5JG5w5*5;5QM5 +#554d5"o5mH55Si5;5V6lp5܂"6 6Fћ6{$63-6bEH55=55ˑ6 |6J6h/64_5 ;5SD5 *5W?5H55l5U5v5 5ZY5s5\T 5<5.50566Q6b69T6zV6ɪ7N6ͥ7g6=k6xk6>6Hn657675f5]55]56%56Q 5<5[_5 T5XI56Bi5N56@6@U6AMC66Յ7676@I6\6>6c6*7v6f7~7V77]77E8 7綋8$rC7bX7r7e778(W7nQ8*8c588j818ߣt9з898mu8=38q\88飬9"8%9$!7hWy7J7i77$8,S7<8-Æ7ia7+7h+77}7j8.k878-8sW88uZ8869&S8R%9'8u&8k8t88V9(G8"9' 5 w5Vu55R55*55Ɩ55M'~59U5F5Y;5 556<6 69]6 +6H7p6D/7U6566166ʺ7q:6R74O5>d4@575l`5Dq5.5B4&50P4bi5(C5n5$@55ƹY6+6b6$)a6w%6x79!6T7 1G6B?6nxN66cW6_76>67d7 u7a)778+S78)\|7\7a7Vr7F7$8&R17;8"<8s88p828צ9&O8p9$8l8S[8h8'8G9"G8 9m7PeP7۸7I7!d7}8|7Ԥ8:7C5f7$`7:7`7͆8797T88`8\ 8[V898D,98փ98R%8-8I8+8Ц9m899 {9U99Y9\9#:9ɰj:l9^@j99`9*9Ϳ): '989:5:2:mv,:7R-:u::Ϯ`::f:; $:zV(:>:~:=:l::ܖ9c9:9eU99:p9Ĝ:09fj9 9e9R9:9r:k:@:J:A +::[:ߵ:P:O:B:!:Bs::(:=:: ;{;1; ;7j;h;;l:;;r ;<5;0O;>|;q*;)f;v;f;;w;p; -<A<@U< ;h9;U;) :>;#~;\0;;T/;dB;;;Q;&<q54'50=5Qw4vj47U4[q4{5"5|5e5g,5i6)+5Ы66~16w6lb6`5d6e 566[66J67177(;7w7087ľ877km77\T7E7I7j78A C8K89!8s8q98b8F)8/G8wy8$8ji8hL88n8Ab7 k7L,7<7@s7x7b7W76Ñ7167$~7J&77p7R88\n8 &8K8|8/8|8N8CW8?g7)818h8A8xn8a4C4f4+4W5 p5U@45A'4k4r3&x4o4R5.o4ΐ5#5#555k6866)ˡ6}75 +5˒c5rm566ej6 6Q)3d4R341]4$554 434!3R34I4w#4i!45Z5/P5CZd5l5Ky6;S56))`5-?555j5j65R66i76 `7 s7\Ӫ7B7H7A6R66677N77&&7rj7I8";7|8V8e#V8B8Q878m7uo78@8:|80!8u*6ʀ6̑G6x6O7Tc7Y6+7:W7D<-6_4}66E6ܹ6Pl7/\6S:7:27 +p7 7X7PY8]s8^8I 8Gd7{77`g7#7_837A8+x98 O9}.90k9q9D/9e9Ȟ9L9(iH9e9Nu9Yu9+9>69p9d::R@:>:H:):h:;:::?:O:5a:}a:HM:n:f9g9L9 `99?/9999K99~93R89&N9u99a9@9s4:*89KN::b[+:0:S: 9:M9Αy: +:G:1 :8:sU:;J:V;;K%;q;Dχ;{: ;:*;H;;G;o$;.F;bK;h;w ;;r<hq<,U<<%J;;¨O;;k4;/<J;L<B:4c:~:":Q;%j;UA;];HJ::߆: :ς;;<@;;,;p;-m;\; ;݉< ;Ϣ<;pH;;^|;o;0B;t;N;C89a8̄9 8X9RD9~9@9]8_988909o͙9!G9Z9:$9~9p:*:aM:$:P949چ9]9::>gH::-8 8ԉ8c8L9Z9FT%9$93v8z@c8з8_u8v&8[9!'8ӹ&99u 9T9q9T9:g9:9X{99B99BH: +t9g29&:ۈ:7:o:#:S ;!3/:cB;4:z:I:cF:vI:ɑ;!::;Lx;13;?0;r;I;;;G;-4;]ml;y;IG;;g;7;9:N::::t:e:ҏ:w::' :[Q::DD:HJ:]q:v:};;9 .;:;$*;ia;,;Qx;:*;P:G;d;=ut;l;'[;R7T@7 7Z +77|7R7k7*7_97(7c7S7p67-77N7#L8N818+8=8f8C/l8mN8N.8#8ݻ8&v8Gc8s58K8w7g7!7iJ77L7߀777jo7۪7j7w7c77(78 8)68 968*8N8{W8Pk8}8 U8+8 8+8Q88QD8(8v88888|8p8888~8I8+8V8A9چ9 Ѹ9&N9)9,!\9CP9bd9Iq9j39́90v)9939N9p<9RO9t8V8808{8K-98A98:,8X8;88"9>899(96[9979U9x_9W9W9z[ 998\9J979W9z<9W 9zq7i7YA7gyL7-7s7E47^7`7d]7)7`<777t(7Y7نQ8 [8+NK8 +iw8)8Q*8~8O`}8{088'81x8$8L8xrZ8H~8sZ7["C7hf7U`77d7Ԡ77ё7ND]7X7F7y$7X7*I7a78,8 7.88DmQ8n^8?8g708=7h888ف8`=o81s8Wז888 8•8ܯi9;k8h9ʋ8+8$8:8z8%8;88]96P969e94B9Ua#9w<9R_9tzl991)<9p9-K9Nǂ9o89J9j3@8~8M8͐888)8889r8!8!8:8=888 a99(V9 9#9D9c9>L9\99.9v9_97_69Sע9/9J99'w979 +*9U99~9w9B9#99^97d999h9؝J9Jw9B9A:s:9: \:S9ڋ:+9:: :S:x0:99p99989'9!|99o9T9l9~9J9S=99i9:z9::: ::"O9x:v9~{:T:|:"4:D:!S\::-]:$6:2:::G:@:M':)?:7!:,1:::D|:Qm:H&:U%:S:_:Y:e +:j#:s]0:ov:xp:^ +:ib:aNk:la:s~:| M:v"/:~S:.:&^:J{:WU:K:X-:0T:>:/B:<͟:KK:Wu:I;:U:c>4:m:cÿ:n:wI:~ :v5:~ :b:l7:`a:i:t.:{:qt:wm<9999b994K999?#9LL99A+9949k7n757c7777 7,j7X7"^7L{7{7H7~OZ7s78 I7 _8&,8*n8N8"`8D77s7>788:Q8l8/27%t7?7O73i7n#77_b7N 7xR7'6p797O77@|!7n\7W7j17Q7Е88$ڸ787O77n7787o88y+88J8mKW8#8ͧ8p[8:848`q88S8}85K8ts88M8{>9P8R&9 a9'u9Au9S97}8ޑ_9D8[B8!9x9-!@9 V9"x8F8m89 8]X)8@}8u8A8Q8+8M 8J:8=8s8w8`im8J8848$89983)9 8s'88l8W8d=9x828`6H76ќ;7 71g7[N7"7I +66@626{777j77&T777v787:77#S777a%7b7LEY7y/77 7766Ľ6(66 7w6ە|7K6~66b$6s6ě6 6.6כ78o7`7%J7I777t77,74R=`=>ӑ=eP=ң=e7=j==.=s6=*=sS==ܢ> ==q=O==1>.=5> t>>0>G>6C>Mu>n|B>S>t>->9Ԕ>!E>=,>YTE>z>^m>=B8===DŽ3=> [=T/> =:=Ț===S> =1> h>#>?>%$>AO>`y>s>a@>>&8h>C/Z>%4>B?>b>h>ax>Ɍ<<.< =-> +===l=E='>t2=U>>$>@#`>"I$>>4>`!>st>^9@>L>3>:>>7G>Y>z>TT>tUY==l=E=7U=m>=ְ0=,F=K==F=9=л=6==>>2>>.4>NM>o_>Id>fF>\>&> +Q> >A>_u>8{>T>P>mu>S>N>>>?>IB>N>>>l>/ >8> >B +>5>>^>:??~? +?n>t?>W???7?v?n>Տ>>@>>>ׄ>f>m>i>9z>|>>o>g>7>>?>???r?,?!y>a?L>o1?rg?v?!?t??!C??+T?$ ?0?7`?CL7?j%> >U>>2>>ə>N>>2>(>>>Ϡ|>ߚ> >?>,?$?+E?5{??oS>>0J>|>? [?T??>>g\>A>U>h>K]> +>>~X>k>r>3>,>V>>c>8x>i>>S??c>Q? 4m>ɖ>l>>ҟ{>Dp?x^>>e?*?7?'D?2P?BSq?L|;?>%?H?$69?/??(Τ?:]?CY?2??@?*|?0x!?""?&)?3w?56?(?,YF>mL=>L>1ő>KR>(Y>Ac=ﶏ> +h=>s>>7p>=>,o=[f=#=I=p$==4={(=)D===`=-2=N[m=]p==t~==r!===> G> >6>#=7==gU==g> +W=ݦ;=G<<#;[<% g>>\>yg>p>&>>"p>P:>k/R>DO>]2|>"t>9>v> >>`>?>@>m>d>̭>>[>+]>>H>"+>>.>2>:h>6a>M>)>>>e>>T>l>ڴ>0#>GH>!d>E>Y>4>G>/><>>E>4>.>:>Z">o\>->ZWF>nC>J>>^>>?G>갹>Q? M?s?[? >]>>>׹>Ȼ>>&>켙???:x?t?M?!%?zM???G>D>? +a? *??>>>>>+>C>>e>L>>>=">>2I>>P>,>7>m>ِ> >AA>c0>'>hf>\>.L>1>~0>[x>^>>v>=%>u>$>5A>t>$e==0== +@> >]6=Vy>A>Gp>W>3Q>E, +>i>yT>R>b`>"">0wK>59>M >=$>Ks>*>7E=,@=G=L==תn=a=m=Әb==;o=pʋ==K[==^=&>*>q= =`>>">>==>i= p=JA==>7= =>P>>p>})i>+>I>> >W7>dH>B>>L>p|>y,A>V>`~> >>>2l>pa>U>o>>>>>g~>n +>ߺ>>q>t>.>7>>"g>?>I>+p>2C> b>==>vs>rb>> >N>T"8>8u->="x>X>[[>@S>DDp>#Vi>'>>>+ +>. >*>M@..V.R.\/1/I/'/q++.^.;.A#.7/Us/RҼ.M/7k/|0 "|/0 ǵ0qD020T0o/ù/[e//ֈ.0:+0/0"00s`.'f.. .b.7/ҧ.\/ަ-;.BH-O.%..m.K.k/sq/,/RT/`V0 0S/06@/4{z//#/kD/rs0/-~0!11F0=n1/-.111`10o108101a11Do1_2v2[2О2A12y22eO21v2)1Ζ42 2qD2]2R2A0BX00K0a1*1xp#1r1V0i|00G0إ018021Uw12(1L1ڴ27Z222`W111e122AT+1si2%c-l. =-Y-l+.[.G|.9.T-}G3-Ǩ-Si-#H.+.rkB.˟.K//H%.ݱ/)Xv///]q/./8..Q/Xe;//5/-01-I2-c3-g -B.)ow- +. ,z->,,D---p-vL-...Y.//dt.V.3.uc.0.b. +/r.5/J0*0{0&z0U0D100/704=|/>0l00|0^m091Ca1V1%ڲ1nY12 H111 $1Iz0ĉ1)01g1ˊM1r.1i//K/|/@0:p0.0PK0be/k//Bi/cN0Թ0<_%/00o1 00,1JG11)?1oN000a01 1Gy)0r1%$!3y3V933=-3ʁ3ʊx3323&'4233R03e~3U3H34 Ⱦ4:\354$(4y46S4\4o3(a43r"3Z.4B"34M"4)4bv222b2/S3.3o 3~3O222hs26^333Y2]33J3ܿ33o4"a4Eb4}b4+<3t[3>3Q3343334H5Tc4Y4?5+2{22{E23',3_/b3 3:22^2T+2h2XV32344@4=;3Zx4!DT4vP4;4Ry4]3$t4&3w3=q42_4g4R4C4!5px4r4#[5&65R K5*53O44O4{!4 4p5417533‘3w`3 +3N4$D334 +$`3N3(3+ϭ3bHv3 333a4T4O41i4ck:444ؿL4VR4w4K4>"3e4>#4qQG4L4Hp4}q,R-,I,-I-!-$o-UD,W,,.,F- +&-P8,8-)K-,.9-N..h.g.gR.*-mi---./0:?000\01,0U0߶/t03/0000RE0M.h..b.=/v/bb./7.6].+.LK.Z.. +/%.u<.&J/с/ +/N/0*0ry0 +"70D$/V/j/,/z /\0/]/Ɛ+g:+vy+7Ĵ+ ,p,a+,3+l+gj*搻+7+p+\,t+h9+,%-,P8,t-M--#0-xS,]U,ru,/o,,6-B-E,η(-Y*N+G*Z*L+dD++4+l*bAp*ݹ*2$*+ +^V*y+/, +Ȭ,U+2U,) ,=,I,e,Ė[+׹,[+ 6+ ,L>U,9X, A,tƑ-..3-. r.P. r.Nu.-.-& -l@-V.$.rHS..@0/ +5/H.ݰD/ y//o/f/.9/*.Գ.2/8TT///Q$-;J\- -4-]-O.--m,(-/H.,/- +Tw-7--M-._].UT.1x..r/&x./ . }.LL->.!S..K.h.m +1?1'a101\12K2?1*1114B0Ү11{$11M1u2/['2mG2ck2D 2K2W22d12 12B2X2521D2m0R%0S0+0±1&D1fm1u1;0`q0li040})0-1n0[0t1~1֦19n1t22B121Oa1] +1'1dp12s1gg1*3@I3;m233u&3(:3Jg3u22j2 +;2Ѓ3&3Xh331p3([4E33V4&V4Rb4 4.33*3e33J4su33볆2 B2V2R2213%222*z 2a= +2 26U2T2A2o8203;g 3p03͖3C|333yZ(3S2j3N2S3& 3J3(m3$wN3O0X0L/0#~0?0]0dNl0/Y0E/W/'}060}?00JB,1180L11x.11H/1j009<0 01 d1WH1z=1,/lʙ//<+/w/K0!F/M0Tt/?/R9.R_/&/0/w/h/10]&0k~00Z0q%0!1 0e0ۺ~0 G80?/j50 0ݱ00M+01ޞ201(1n2A/N2{62*2J4151N1fO#1m1P2"1<=222122F3e3(2^3 2Rw2>T2(s2X2N2c282:17_1sD1$1B$11С11RI0"1`00s1J1B11 *1Q^22-H112 +"2\2D2/;2^i11ۤ1l1(2 ޅ20'1ݾ2 43j3ˣ23S4HY4Df4&;4CK2%3pV+l3-4w4z34Q+x5M5O?4;55(555_5S4y 54*5 +aK5q'5I5Si5i?22@34*3u%4 $ذ`TM0z3*{C3ן2PX3U444yqX4о555i5N5k4Ki4y4"Ku4#5߯5J54Ba5,6/6i66c6.7 6V$6 +6m 6F5x6-66Ը6=6:7G b7?7/%7zX79k87I77_7](a7c7A,7G77745?6h5\6U86^ 66?"65p5@556$I6p6 1:6NV6T7'6177oy7M7M776{j6e6(6717{H70G7Vŏ07eGu 2 d3d7~3TB\T߳n5 92!$13m4g3>49S45z443{4Z3<0M3Uk44ӽ4NQ4"}>QT'fֳ/ /EBLqwݳG.H`&231U3Um74Bx434Y(>2K 2A3I4(Ջ3j;3C5]R5ׇ595bz56/5T6~5t5is5 "5D<5h 5m05s5?6~66X6>q7t?77b67H66rG6 6W6] +676<6P4܆5# +4d55qU5cI5I54[4N4_Zf45'yr5ts5 VA5I6685ֈ6E666\a`65 6T55"67g666XL8E*8fT80C8r189!V8e8%z8XD8U88<:J8&8M}8%8D9-n9hi9CD9Np99v9S9F9=95T8E}9f9q.9L9Tx9p79i8#578mE8`#:88Bx8 7Z7[7L7Y8)8f\88F'8_g9 D8898 9v|9"g9VgI88ѝ8.8%:9 P9889 (:H^:.$9'g: +r:b&::I:9Ѹh: 998:17:d!:s:I `:t:::;;=;;&>:::::\S;}:V;^9f9ӏ^9 9o:4:/]9:9t99R¤9oT9kK:s99:`X:5:DS>:ySa::2:|:Ű:(\:V6:[:9:h :7:ie:,77 7\77rJ8*B%7f8s7:7c7:7Zp7797f78f28¤8Cv88 9 ?8,8ꊉ8'TL8`P8 8?ao8&888S777+6&y7ˀ7} 7>7S=W7yD67(6h6U6I70O7tk77I&[787818Wz884-8p^7kA7l7 7ʆ88HN7#8't95G9lr9t9IÕ99399ݝ99,~8K9qr9^9d9;y9t9j:19::J:|[:,l:W&99;9/-9Ĝ:;:89O:K8Ї8b88μE9 :9Na9I9.=88$58]o8 8:98889899^9 97:[99X99H+9mq9a9F99+9z)9 ;G ̳d+rLcBEH[xCг7 +opOdY"4 ֣3J32`"X3oP?X ~UC3²^2]lz+f>؉Xa圳賡 zQnO>MZXcrS~.5ӲKón賍ѳ@1òv[U#%4+Ʃ4T354`45%)453i34*`F3mFF34J4ݲ#4ZE4P5p~5}t5E5|561565!'A5i5(53t-pݳI5&/JC쳞V)qϳRFU>ϳγ6D<*oIŃ2R3 1vF3-&IX Rd^2R2oԜ;D4 9J4h5%34-.45 4 4*3u֧3O33p4S$444x6&xގPK iV"{|;ͳd}͉ت[Yb%pG2-t3I<>2HQ346(304L/16h f3I3+2fzf3V6x6D<6Lo667&6N7Ǹ6(6jD6 6?lU6^ 6T6#67dn7477V747.7`[8p88D;8{ 8_88h8t8it8KW8-8&8$8N 8SDT85;5x5h5U{d5,-65c5͒485*C4=S5q5lI55 4W^455Q45&o44xӨ36454 5#4 4(<5y5 5eC56645a655g5x5h.5Dj5t5N5x,57u`7@O6ꑧ7l7z 77I7r6Y|6667#J7R7P7)7877ل 8+8XL#8 +f8/%77]7\f7?78 +x7:7`6n66>j6|}6σ7$6!6ٷ}6nm6Hiw566(R66R637/7b#7 73[I777fE76ߥT726>6757f75766IyR6zb61j6]M6V6A6+66sA6B566*S6pΔ6h6R6B6醁7 6ң6Ŋ7+07M774Zx6X6d6677ݨ6}7 h5{{6N25˪667;6`P6Y6Bɾ55 5z5:6g6(5k6O66#6ma6u6E6`6x6kB6L96w6/N6T6ֵ66l6qg7tNI7 +7V7}7E7Nw777;7]7#w"7@p777b8778k7K27D8y8,B8l)8_f7v77v7G7874&7/"7 `7'<67g7C 7d(7)$ 7D6ү6sc6{647r7)26B7777c77$7l78P7=g7Cr7`7'yk7@H7'7N7[[7xQ5c5A5` 5,5v555s:5>A 5l\5 5G25d55v;5$96P?65ś666ZY6G<69G6]R5w?6q5@5YG6֮66ҁ86_6Q6<6^R6Q6w;6I6ȸ77$ +67 vV7;"7S7{74 B66M:6u6|77]6,]7y6i6; 6t66Z6}67d6U 5X~6^5=5 +6~962k56e16t656u666 66 +6MJ 6j6*6C666^6z^8B,8YV8)j8>8r'c8b8StA8i8X8%_8l8l888K[880T?8%88@8d8488I8)8_48sH8AN8R8v8k8d,8u 7d777}8 8Un7i +8O7[7/2777ˠ7˷778'$C86?8S8^8D:8Ser8)>85I7i87B278p84n7m8s8|o8#8^88ͅ888888888L8}Y88̔8'8c*8ϳ8O88 o8؍y8VF8?3888A88E8 88a-x8m8A:8LF8yt8/8UG8]8%8.8 J886D8<8p8 888d~/8iH8z688l8lh8BI8F8$b58'm38HJ8H>8)8);37n7[I7J7bC77<7{=7@7+H7?67Q7 7SP7i=W72Bb7C77h7*7 +767Q797 7~7:7Us7gr7}7o7x_7u +6HI76ʜ6>7V\7#6@7q6,6t66*666+66727A377 D7OB{7\7,C7667 +66ۆ'7W76ꌦ6)7hv7`7s7*8\U87 7g'77s717 787!D77M8 +jz8 778|8 7vn7#-77p!777šS7777h7s7@87I27}7F7Q7V77&i7K75S7+70{7 f7X77K7[ 7]d7?7W.7]"7\OC7375I77W75Z73 7$7!L44E4Z4`4L4 +4x.4`43}4_4474(x4uz4c,4W5564525[675555Xrf4`M444:95й524d53Z43Ő34:$4d`44:31323j3j3w*433U44/G4c/U4Y44s4j4O4k484_4 +45N^4"4ķ4Y4}55!5 Y5B5z25]555Sh/5xs5-Ǥ5L)5}5 5nm5֒6 6"V5tB6676O<616*5V5cW5f5g56 a5̅55T5''N4L5X5BP5av5_5744ݝ?44oc5@544`5v5c5R΀5p55H55l5*5B5 + 55[N5u515F^3R?3Y3*3SW3[3/33333*523ag3RV133(}3N3Z43k34/4Q'4 ~%4(Om33|3{=33 i433ׯg2 h22v\2^33$ޱ28c3/#2]y2S2/~k2Z(222W23Hq3qm3e3@#/3v33e3C23.y2ǣl2D035$3W{>3gF3)ǯ4wX44F4h4Re464,40424:L38 44XK4y4,fV4F]#4R04{48V405854㈩4S4O4F4bc&4!4F444",3@k3F3T3 44XR3ؘ33}I33GZ3h$3_3ý3 3}}43]4J4 4$4cW4|424F3ސH3B3H35*4 B4t33TK6g66>r6Sj6y6u6ho6~66-s>6 6 6>#6O6i6).O6#6j6J666˸6^g6L6`6pm666C+6%366_6Oܻ6Z5Ћo5c5$5@56 A5K5555[(5r 55{/5566K\5 +56'606 6 χ55̟J55u(5V5Y556_6ޖ]6I6#V6|6$!666|6;6d56l666 6sZ6w666-6O6@6k66bz66~6z$6z666w'6s68,S6>p366c6C76F_66"55΢5GK5595w5H 5I6G6Gx66b-6E\w6A6d6 5L5`5Ɔ55r55o5̂50)5A5 5P5S5d;5'955S4fU44 +455ol4<45tw55B,5M5555X5aC5?5"N445*f51R5y{5 +^4LI4474ŕ4$4׿C4[454cl4o+40 I484y4T4?4E-5&95 5iSK5ni555r5t56#5:P55Z5=e5>&5( 5l5E5D5s_W5pzG5c5:5k{@5d5=05:{5[5`56A50yB5 ^?5$4ݟ44K44w44#44E4$4Iɭ4L4!4x4Lt4J4Y4144 [4"D4V%4B4444G'4B\4x4n+4;43J;k;;P$;U;;ɾ;3;+;9GI;c>; ;Gq;/P;N;u ;&<8<"];< ;;V&;;;;;coz:-;:N:n;!Uk;E; +;(W;3;;;#,;]8<߫;Ɓ6;;n;;L+;x n;;S;;K<<==%<æ<<<==<ߟ<<":\<>\< <%<^(<<@+;<^s;B<;ѿ;|B<'i<@<p<&H<]><~<>ڃ;;:2;[J;;<]s:#:L: f :+:z:)W:R:0-9:!99<:0:Woe::5C::ݯ::!;c;O:Wx;:O:s:Z:'$::k:`:; ;W;p;I;G <5;E;a;;P;\";9;;; ;<$, <:'< <U= N:<<= =''=O=(<-=rN=pe>U>;=$=C=t='=v=L==2==ۭ=u=>=Rթ=`\=O=4=i%=q=5B=@==#w=GGn=M=*[=/0=2=9:=zta=23=l=t_=U==TY9=ZD=4"=7^=]3=]e=9$=:S<'<!< 0<;;:<#y<,<<== +< <9=#e=<: +f:g::i:w::1:::9:Ḏ::ʲ:Mk:UX:!:( 99:99-9+99-9F9V9g|9'E959y99CAd9Qt99!9j969:yY9999`9\X9f599J9o=9vF:C::T:r:R:;:u:_:\Z:`:,,:0K:dbl:eO:28`:2]*::D\::a:=:n!:[::cu:`:0:.a:[:T# :*w:#:: +=9ҎF9m: I: 9SW9!M9[_99z9},9 99~SL9{N: T:@9fI9!:9f9999 9x9rB9~9K9j<9_ʯWUCJ;COJG3*+."`ï FO Uqa= +022د",H8'%I+CҮd% Lu اȮ[1箖@ٮڮm箃AhM4îڮЮnw,r_U1`=ۉO9 !x]&xa5ŇY.7wa{of tQa5"dKzyW(>gDf8dF*键v=̚90閳oVm<(RN&%$Ϯ9}KjQK[Yڭꭵ5:k߭=5 8yFǭoq~: ]?o%N1?u:$B]8Q,Hz 9 R +8XR.]ܧƭ̵]Gi׭B] pY#Y/\g뭛箭y*f4mS51@57yfIWo0[UƭBz­3FG/!#?_ +jcSJ ;3&~+' ͭzi̲: sT ;ȓ]sn쭄-hzS:xVV?-/Ejh*!XCӬ#1K1U"٭ KU߭2. e+!ì+1Vx~` iܬp6ņDt䬳m(Dst![fPά0lktح\ڭ\tDЫ1 ,Cl̫X|-?=:߫Nr CzkMת0-ŕ𱪋Y#O n ~qtIϪ<؄]y/r#V +9ɀeca窵;KjV@%腪npr5֪9~H +ǪU $A+Q;y_.MUBqbL:ħ(xIĩө I=ɪ+M[کZ%:Lxzɩbdϩ)fh:6 +A訹ij֬N׬RL,n,t6#j?n}x\Mzz)׬g5"FˬqM5QBO>!E3S,Kud嬈{l臬aB>ͩK߭- fh5>;6$RG|kZë\3ujG֫&:_ѫ-*Iy"˼\<7)Y ?ph/4dqvj\{2LY$݃˭P/v|tX~.rj>9$dK(:yQ Zx;h5ޫ/ԫ M짨dvĪ_l⪗{k3ᩪ󪲓\Xg2K^5Z- 6^ ˃E7ےr8hٍq LnwE //@_{X/?'n'L?kN~&|^ЪtoY.-|u<|4%q6橆'(ж}@-!.&Zש](N)O)"y)q@)!))5N)IO)(Å) t)))G)O)I)))=)))*))) )[.uaS񿩈 5/x,j(ʙ(ֽ'2'P(u(Ir +O /YR'םX'g(\({'ܐ'(G()DrJ)/V)sV)M/)#())~y)y')9)St)zN)IK)*@)f)hq(B(Q(3(׏6(W(wq(<]n(τ(@](D(((Z(q(4q(Wf(Eqݫ wLzɘwæhQtZ?.#c!y3\S̪+By٪Yev/p,bWéh14.tWUCKBIu :eժ#{C}ZAbJ©^ߍp/W!;?, ]Oy ZG(2mѩJ֩3ƩOYgs;)CUƨl_,o ȎRԨAtӨYȨ٨?f$r$𴖨 qߧ|iD{]KrH; I +1(O{`wJ8Adip<Ƨ}.UqΧ/U٣?d% gUhզMA^܇$zI += Z]#YM6A$ǽ'l]'2G'K''.&F'Y'9W짨R 8D8=Uy -3y&vm& N'*&%Ĥ%e&y%&'Q( c'#(H'U')'['/'Z('ɧ''''G'q'+8'&ڝ)'I&&Xf&N'&K&M' V&&(+&ŏ&Qb&9&eb#&=p_< |W{ƦC,={NO$A$Ia%ݴ!%oQ#L%5$ aܥ2R H^ڦXYYr֣Ϟ$$$wg ~#B#,P& ?%& u%"P%t~%x%x%";%.%%&%{%^R%f%:$N$t2$~$$$D#Ju$*#ˣ$b$u$$L$#u$Uu#~[v+9/LakXhJo޲vrk3ٲ 7F37q0(}W,mȖòղ;n V_ +-(\1lQt pjXT$#)05. +ȳ7<4@H3 ,:5O*3>=NgC[?]EM啳S3L.RhY_ּ˹\ s]&ó!.*`p4-D8#V>GK+s2j⩳9yZ^Fpv(#T 8|ó᳍wz|FK)"Y󳎉V䕳P61#mJvD'|Yy\ M,CtpFCͳV賎/xuBP峏jIӳ~ =Ɇ泔r׳`гځj!>(5xS@d]=ִ[ֳOĥ9ѳu볛 ȳ2,-y2:B!]e#`Ls^UT'Wa!^"jlm18w'Jf雳|쳉f][陳[p賗Vⳙ\ ܳ|wS4ݳtٳfF=L]<^tv|𮳡sɳB1_Uogl V峡ig@oxES$KIv\vVn?Z󳣢!峒Jv纳˳_ݳsQʳγ +쳝]4;?es0EU,{ƳXȳE,"ȳKAp%,'޳A|ڢw?p%곡гWdk2IZ|³aƳM+w7᳠MHqRƳӳNn+)OAɳ&&t'\&ԳSG3򳤁L%^kގڳ /o5?ʳZRɳͳݥ,9T +ꋳN!)A9T\qųJ6bk|IwLdXt/"Y5i(zP'ȝ3E[鳙nųJٳYP%Mj}Eճ*Jb{곞Lp{᳚!^vV^zkWC6x#kF6/{:-J /x%cϳ@TJƳ2 \ųѳ#=@eK5Q׳߳d*(ñ ./jAXD,ٳaJt&qȳ __ ѳC)lɳ=k1v!}{ԳEԳ MxT Y K4N,G볥eówﳟi޳CtO0ӳ+ӳ_@e7ⳤ ϳ³ೣ~IhFeX#`糥%_-]\>Yn7CHx\n+Q%:4ٳJ"n@곥8`6](;Cd (ѳ:%_:dzNo޳?\ г-d|鳥"ȳErݳ&⳥fճ/q⳥$볥G1jԩYL̩[bڲf f-󽨿+OUG^hЩ$gߩ򳂨`:m̬ӴFyY2.BC(9wY+PI.ɧoVjv ۧ@㧠>ȧ-SNb[4h6ݨ;hq֝cќ"˨,Z􊲧F§ؔʅBU5Gܧ +|p:b*E&+;Dؔ禔 +˧]ߏsxn=S1מּY9ӧ,\R@TbƦ㬦@"ŦQ<NFYt@S& ^Ѓx2 9 : եp4n)4,m8Ҥ/.NA"ox/)lٷfj"XےOtƧ;Sꧫ:LeX'm₧#\çߧ\ק$ƖƦξwH4-?AJ ~اZA8NJϏ"ꦭ¦kKզ_lWTvS%؀-W ^åm8J_hQ["8j/A墸޽cCa;JզP򥬏<9į2Z}åR ؟k bOƃ.;vLYd_m`r5 CG8sx\lQk(;( +pS2MacG +=C5[ї6g`L:PuL90( -'2((s p+(F/2n̢"-;ezI2Z࡬ 0*[&2 S2a&RNeG:=⟭i(T[neQ lW !IWQ %z!(X! +(!Z=!e!!=r!r=!z" >"v="G"R"2m& 2+X&l_'>uP5\"֦dǦmP;}К|~/lds7AK5~1%] -٥e|Yj6. Z4h楱A +ʥ]Gӻ)ץu(RͥG̥bᤚz p⤔$Jt5,9 M¦.˥A]aYrD40X~bеhƤA7(_ 5eI}%-P-Nptʣ>k[b2J֣ [r?OZ2  uӟnQ-̣v#[(Hp։G [%̣2̣Q񭢒 8̢"[b60< R=(^fI<4뎤Y>|ӇX!V67ioe"W![42Jp#֡I{5_-=࣋\̡G⎡((m. 7 f)V7vz掣 /4@ʋ|> TfO[֢e z ֡(Q')pGFeB^4?L̡) ZaGA dF p! +9zz/[|gs(̠]pcez + — .z[Q K_` C32 z!H2!c3!t֞ I:B \(!f!~ G!ERLp  !?2!JZ!!&"!)!!!Q""I#ڭ#Y=#D#$#xm#R=#F#u$r#C#z#Y2# z#b`$&w$Q$CGpB +\(Ѯ+eT('|̡_mwfM[[)Y8مå5F\,'Z=᳞,L$w)³-鳢w8̭񾳢gS<^PΓWڳ[&PJ峤j-/$1KuAϳ!bh@'OL`ٳq׳೤߻ Ÿ3ijc%ȳF_>,3PK8ej_|n^᳤*Գn E50ڳ=9V@Z+ql/aO'Rl1i|~~Oo#ֳ-`OA]ȳaw#tqy|2E4ʳӳJuó@ȳ۳ m ų󇳥j˳:@f[&̳F?Mf`ԳvyV$ngrֳ}q쳥 +⳥򳥓γ󳥡Ql}` +ֳ`V *FP ޳`/ֳp泥򳥮\񳥧³Iij⳥e'̳ tIsD㳥γx]㳥Q೥=z_96\߳ų,? l]ij{ӳ˳賥賥賥uY',w@ij`⳥!ҳv}Uҳﳥ[l򳥩'k )䳥BA["г} W_isijɳ賥s>** +i*@)=)L)i)Κ)y)j))wM))g)) )k)5)7)\)WQ)K)Uo)( +)5)bX;)0i)8)DZ)Zj(p(ʁ( ,)f)6)L]c)!)@(c:(u(K)/))(](EW(,(n (~oD(A(yݫ(l(QQ(9<( (<'(hS(+_(;q( 2' '>'c'(((((t6(K^(Yz(p((g(tE(39(*1'(L'(ى'ת(' 'F''['mW''Q'0@'~ ''>@'3g~&_'&)*4){)$)y )s>%)?{e)E2)n)~F)I )Mjb)!)(( (g)zM(3(dL(7S((W(Jj(E(0n((`(S}o(La(S(L3'ᝅ)#G(})(Ņc(ګ( <(T(^(d(D(i(gW(c((8(+{':@(Y( ($nI'"'''q' +'w ''''e'~I'4 '8b'(%ޜ%*%[%MKl%F2c%g%YM$''s'A'e'I' ;'"=2&8'Õ'64'Id' s&g&Zb&&%&Lk&;&!$&W&:a%&}%Ųo&t&&oP&9%s%A%T%-%`қ'&׮ &&h&&LV&]H&& &o+&&.d&"%%إ%)& +%v%˂/%%xA%$ %4?$%?%Cv%R.% +@%$`$$j%%an% %.m%y$’"$u$?%H*%%a$1$$^${$"${$!$@pS##͖###C$p# #λ##do#f#$"$d$VP$P$Gb0$4G#e#x#MV$YN$ vk$#Z7##`.[#sD###8#L"""">"BG# Mz"""i"Vz"\"!&9mO%&@%%%`c%n%R%C%{9H%E%.e%&4$$%$y%$$,$${$!($,5#ܾ$'$7^$Aj#ct#L##.#F%6*$w$$$$G$J#$TN$+$$\$es$8$ #߭#+#mF$s#_u#E#Z[#P#g2#" #d[#' #)"2""["e{[" o#G#f#L#/#$l="̟"Pe"#;8""g"k"2"24("= !ۄ"|Q"qp"&!/[!!c!ue!32!''(i'\'L''*'E 'H'' z'R'=q'Av'I'=&&L&V' r&=]&6&"&]&8%&<-%^'<'Jχ'LD't'&&J&7&'&κ&&&&F<&H& ?j&&?ߦ&C:&&%%[%p=H&>%L%%x%t(%"m[%%_F$ٹ& &/&3-%ד%34%Df%%ZeB% 9%=H%MH%f %`f%X%6$Ƕ%T% %?$${$mQ$u_$ p$z$|[$$'$"#A[#X#f%kS%L%AK$M$̧$5"$WH$0)Q$ը$J($ $7$4#(#j#$+#$###F#2#/[#4n"je#`#8#="k" "Z""4&i&K7&M,p& S& %^%%%`& %I%’%%%,y%.U$<%|%(%*@$$݀$$ $>($0$C$P $Dh$A#Q##%?^%0%26^$$_$.-$$Ia$$bo$$Mz$K$7 +$-#($Gp$$##eu#N#Q<##B#TO2#V##Q["""O $;L#f##V##@#D "_F##H5G#K"5""""CQ""""ޙ侀ƳqƼٯѳ׳gس@RL,*@5K:~+)!y;HBCWePóc;4菳ᴳ .,.xu~ +P$(A=yS=3JEZ)^ioky泥Vh!e'uw"䳥U:f^=ou|j泥hw]svy!n3TFmkqnbɳ}6oe³_˳pvD$75೥Az!;,8MPYb۳aqgL_Z]no}{󳥇s:=~糥󳥔d4Ej%ɳ׳Qճm{z#-d$ͳfmFj5ܳڳZw۳]S n߳XI泥RW[Գ9Ƴ#N5dz㳥* u)˳x`qUdl³\泥㳥賥zг_>`ֳdz<mO5L3㳥سA ukٳBZӳuTﳥ`O-oѳȳ賥᳥賥賥賥賥˳ڳ賥賥賥峥۳賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥ٳC5ճ~˳г賥賥賥۳賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥Ƴ賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥γdz!'³賥cFN|+EzhFZJ1:ܳԳ?ͳ1"᳥󳥮<0 ֳ' ó.(γȳ5:2ҳг賥R䳥HNC۳ٳ賥೥ݳ賥賥賥賥賥賥賥賥賥賥賥賥賥ֳԳ賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥 ),~|'{y̳˳賥ϳͳ賥賥賥賥賥賥賥賥賥賥賥賥賥ʳɳ賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥#!""w[""tƷ"Q"6·!IF"=Pz pUg*[G֣G KG}ǣm!G # Ze @k (z lW  *O[W ( pŸ Q) +=넠!QQGeM[8QLB.z=paFFᙘڞ# ?  3+fe  (z s}o TaG Ž aG 1ǭ o8Q }p -Ž tz Q W !*~!E!<˄!iS2!1Q+Wcx5Ql^(|(|tz¢(ap}1)z~82-d.o[C)2EQ[e@^!Q 넟u*<\ie"!HQ!$9!'[!˨Qϣ֡!#!2Q>bc2*q D:¤2r֣[S2ࣄ֣Hpe!zz\j?ࣧ +7AEQ` F#8D!ca;Q_ +Y稤IǤXOBL4п> 1;w֣)ƌ/?}&Yझ3> %xT.%Vg.J70q"\}R BK$_ҥhƏc奺0jA0 q: +'ZLr?Gƥ}b|وU>ӥeCw륉+NPŐỳ7 2,R7Φh|U=ɦ䦲ʥ+ٓI? Fa:5Ol)R(?LU` +bd[5o+YݦDf*dv<#=l9"8gk"zuw6z[1no%P(;G㤘-TؤvS)C<8så@A{\ +Ҧȥզ v5C`)e+.az=Y7}WęC(%IvK4٤3cp|,8S§W"G $\(# >  C w aFz OfeaG S JQ!~=9z4]=F֢qp ֢ܐap,"}9_ř"z~((Qř=[>Z֣KhLr~֣x̣u"#Fd<"#:#`#K7##"(#vp""Ђ#=##U2#`$p$S$!$b>$>$i$~$zi$O$f$>$^r$p $+$~$܎!G="y#P=p# 22ȷe@f&"[O<#$Gs#$U$$2$Eb$##'ѣ"f$BEV$#V$[IeGɤ9F܇1벤Z}#9G2Bnϣ v1Xw ƟJҜM8*ݥ6·##+f$K$G!z $!%#)$$ +$!$($ʵ$Z/$$!鷺6mqDEz$6[$$8J$/H֦֗ŝ-c 4)miA]w~Z}ʆi`ŧYz৻jΧ򧪟 +!Ao? !gnB0dН2`wɡi8' ptP'wJ`)i,ڦ><Њbͦꦵ.ŧ%@զ6F'' +.ZpO%G&&]$% %% %%1%Aq%`[% T%3g%hk%>%\%X%o%%:%6g%y%c%D$6%b"%v%y%g%%Q%Q%N9%ֶ%=%%Bp% %;O%xtF%Ɨ%tu%$'J%)=$x% +%bл%\g%A,%} %%Z%%%2%%u%QV%pI%b1%a%%鞨%%%k`$]S?EG%Sˬ%*-^u @L% %0]%,%%X%rn%}%%v%$4% %&'U +&j'w&g'ɪ%&.%D& %&'p"&jӸ&L %_%ޗ2%GL%,%%ZI%o%t%%%%e%AP%%`$)8%U%x$ $=2&r&f$v%kVc68^Uc\ mަE賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥ݳ᳥ó賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥ӳɳ᳥ϳ~^賥峥޳ij̳f`+uIoL 5쳥xNco5+糥񳥯E ͳJi񳥯87ƳϳeWӳӳ]t곥ѳ0Ar賥賥賥賥賥䳥賥׳賥賥賥賥賥̳賥ij|=a zH6⳥賥賥賥賥泥䳥賥賥賥賥泥賥md&̳`cȳ\ ܳX%zjʳ!tγYth?YϳBA%c2/ G?sP2xγݳMG賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥ȳ賥ֳ賥賥賥賥賥賥賥賥m| 0ϳֳH𳥰n賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥ų賥賥M賥賥賥賥賥ij賥賥aҳjx(ﳥ[}HK\DZ|Mji۳賥賥賥<賥賥ųi֤""[ح5Qy =֨q:ohH(_e ֢GluooAo 23 Lzg%Fy f32࣡uɘzM s+M(zV̢S2<ϭC +(ޟ[tz 8mp2tz2n̡V$QA֡B)⏡5QL̠p ŸᡞF=WK7ǭkߊ<#֡@?[9pP1G~P]֡ҏ.z Z!̡GbQ!:^!\ꡲk2 Qۗ#9zr ֢Ƶk(t\([3֢*`̢BF @/ٙÎ1GBo<0!ҏ \(֣>[->OBQ֣jB[R!˂<&-O +B5L-2Jѣ֣$-\m=mϤXk#e\=rZV2NdVKXO$T +M;9$J}RΤIi ѥ=ώ#'4&>u  >S͔+Զ1wkm:}fIϥJUꐤa{gלOv2j +p.Ӭ,^xQ`䦏%,[FwY֫ }kTbv5r(٦}Qg"JP4~f|V{W{hB8l*H[J3{N󖦰!#Ne#402L#fQ#ጓ$p_$m$Qq%oD$<-$ֵ%;{%e7lVD#2#ओ&'#E" $%}%%,%(%=Q%`%b%T%{%$+%`[%;z%:&y&&&'A&%&B&sG&N&&=&%(2&Uy&Lo&x&7(&ZF&9&V&5&ئ&(' +[&''&o'G4$Uȣ~z>FǥaD %O%^M&v&%fJ%d&2nZ&HKc-Wsp):a¦Q&/\%T,S%1i&];&r,$o;#Ե&K&&&&j&&4&ɞ%''*<'"t'?'l"'0 '`'''& ''D'`g''"@E'v''' +'ܐ''d'((({#&#m<#p#`#Ik##e$)#6#6e#(2$$$*L$n/S$h-$$$"$bD`$k`$0$$ї$5%D$$m$&u%c%:_%P%QA%:$D}$Z:$DB$$L$-2$Dž6% $s$d$}$$[S%/%F%T7%%M%Ak%A%*e%% +%%sS%%%ˮ%^&<& +E&:|% %;%Hs%5E%x?%%%m[%u%e %q%0%Sg&P&#P]&T1(%g&J&&?V&.K&]&s&&O&K&&&&&`&h' +=%7X&$r& &S&W &[&U%&&Jv&J8&x2}&l&v&ir&}' mc&&f&E''۸'4 H'7F'd'#'5'/'^I'd'?`'e'H$w$}$b%bT%-{%w<%=~%5$$%$g$c%@(4%%,E% %#%R%&@e&$7y&]p&;&~%$_&%|&&M &Y&SI&W#e@Q$\oDt$֨%V!%#`$/ )t"Io2֤"եL%;&%c%͠&I&c&'?& +#L%*GiQ, %_&8 %i]&]&g&m&&Xy'$)'1'>&&D&g'e'&'W'40'k'QB''tN''bA'μJ'.i''s-'m'C'–I'd( +Z'=(vk&.' +o&z'W';S'w*'7R'w&z&㜩&(-&'$'g?&-'A\''д''(B((( (3M'w'''( [(8On(Z(4& &&f& +&'''5<''!.','UA'F'r>''d' Ѱ'B~S'\u''i|'*]'6'''^+'f_'#"'_'H(7( '_j;'z'~'''C'S';'''ՓI((W(W(`z(>ø'V@((F(6,(,ޅ(K,(W(}(*)Jc;)h%)Y)x)3)1E'\(((6mu())a)7)S)6)9){)J)h))B*;* **))R))n"))S)*8))ه)ȿ)w%)m** =*!v**H**(xM*#(*3?*9*H-*'B*:*5R*Gw*K*YH*W{*cQ߳賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥ڳͳ賥賥賥ѳ泥ϳ}jI賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥峥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥ϳ೥ij賥賥賥賥޳³賥γ賥賥賥賥賥賥߳賥˳ȳn賥ڳZ#q<9T{Ff1a,s>dz󳥯q +J޳볥?Գ\򳥰賥賥賥賥賥賥賥賥賥賥賥ٳ賥賥ij賥賥賥賥賥賥賥賥賥۳γósPcm27ȳkUwCaݳ糥jϳ˳&=R׳賥賥u賥Գ0糥=NCɳo賥賥K1O;ٳ [3q~߳ij\i޳_0!,D(dz賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥ڳ賥賥賥׳׳賥賥賥賥賥賥賥೥賥賥賥賥賥˳ڳڳ~JoY-׳߳ijV~DJg0гﳥlﳥH2³D ),>b̳ݳ !гȳ೥񳥫ܳ³jɳlij򳥦ٳ賥賥賥賥̳ó賥賥賥賥̳Lx0ֳVlo% 賥賥賥賥賥賥賥ɳ̳ݳ賥{1mR賥γpڳ賥WٳrQѳjw9.A̳ٳ5T鳥I󳥥(f5tHӳ³ҳҳ泥JSo}޳hnճqų곥γkH*^MγϳXc߳R󳥩t³itTHoƳ4гҳ6$z׳س鳥"سC8볥޳^zjfӳ'VKZCBx:MӳгirxDAAݳf𳥁yʳ|8t泥rKh{wܳp峥tm gó^mcR_TY^NFGг;0@𳥜 +NDvEbLze³ųjvxfwmn|ahx}ճ+@ '{ϳNxj{q7uQhdVY泥H3oԳ`jͳZzOг<G0³w䳥oϳn:beZijWIγaU$TCݳE62)KNʳAC;+?3 #v J#Rq dzƳgҼD14~賤ڳ$ γ峤QMLʋܼ³1"fijy ˳:Ã{Br{=.(e릠E7Je=M //tXf`fק aVXܧ F8t:/׈XyW3 KVZ?0ọs,.#"ΧHj0zX4W{ e +B}3 \N+ BR^6tѧIJCͧ-d]~M1ӧ9<ŧBXrqs槕Gا-aǨ \4 0 @%J~"W@m([;c#DQA]bꨂaC̨fUcuB-;P{& s#P5ZVU\Bvlfi# Y)< (^_IpYJs'|O_%樠ièSϨJ𑨎庨/A;ި\+vͱx1 lᕦUύ7F]վΥAC&& +Ʀaz&&h~c+kik,Zͧ\吝\੧UNt(&,%T/rʜ񘦆;'2'B|''2'P'\'1'Yf(2(w(@(\(&.;(:(z$n(k'c'cZ.'K(z'X'?K(x( (N(cS@(((v()(­U(ӁШ ħ] C~mס14[譧{l 8gи8So|U/WZcͶ((^95Yj 樑d+U`Ǩ*ӊkS\'&( + (^o +''(@((2(펻(K(o(l(н'֧'B&c٨,ehoN(}a(`p(((9( ((بjwƨ>i|+a?}֨shIy򦲨x +©).9ݩ'|L&qM,/ݩ>V 0]1FCVbZyl*sS/'1=xd Qũ!*1G6FKDRY}©SqhĩmȮ#|@=]3 qX`rGoʩ9LXPa(]Ilgopq|ufgw~%t:ԩߩҍx@ũ1xةdTE\lΩ.3s {ũLe"zrw`.}ŗ ,)*,rvߩ~z{t#ҩ~ܩi8v0wr_\tb&7L >!1˩Ʃ5DIw.I?Vp eҩdd-`Qb[V}j[+NZHPuͩ|i/apU9B).2.éT _0AJz2vqJ~R+h2pDP[֨#'1'(Ω(!gav%fl̨i :7+w|2^aסr꽨"V<ƚ䙩ixnMy;橀téjqdmpc2LBI\Q5BC76s;bdc\KN1:9ĩ9' &1CY3~)[ "b l03AV/+LԩIݩ'Eѩ EҨmè¨dߩ}:7"b`a#š#騞Q-Xl((YD( ((](ɄM(2h)(H) )m)-))1)E3)_ŧ(r(7)Sx),ż) )h)?K)Q )Hb)_)z)!l)vH)4)k))=+)Wg)gP)b)s[) )F)))m)S)))G)Ѭ)xl)z),)JP)<))•])ӑ)s*)*6))*)&a)*rj* +̣)%)/s)a)nK)6q[)9z)w8)|%)Ϙ)))))),)%):)95d)4xQ)|)w)+{)\)lU)A)h)x)`)|`))_p)0)xr)̲)ӡ/))))))a)ᬋ**(߷(gϨV@-9Ũp*axLƅ'(s'lcPLUU)Wj)&ڨ)at)1Q(6()(H)e )6o)b))5) .R(`) (ׇ(Z'e((,'UR%+k'|'Di(I(Ou((e(np'( Rn'ֿ@Ҩ&\;_Ov+}ܨYgN~r7//DŽ lkΧZze~lA2 Q=($WzZt֨Uȧ[ʰLFo +ZHx0&JzFz,h'1/&Z'x ' 4&SA$çy8F̧VL/Jæ ӧ +W榭)\ +3)1'b)Q5))!) (ׄ)A(q)EPH) )7h)T8((V(1(͏(5(qQc((tI(.'1(5b((0(p((h2(6-((2>(=))TO) +R)%((S(z:(ő() [()%(҃(k(c}((d$(_B(]((Pz(+D(("}' (tI(B*(`\(3"('i( x'5l']-'W'S'O &c&o'&O& M'@'''RL'@&'O:' %:O%&?s%.j9)u*ΥrpW&&CY&NH&S%.'M%"$1r'}' +v'p''T)''S?''mP'''/L'Mj''CH'Ц&p& &\`&&j %&/t% ~&ԁ&&A&f&?%v&E$%ϳx>ڳV곥糥xxo@ʳ>`~3||zfﳥE³y޳}x̳: ೥޳߳~O\/򳥉1M}0{cv%Rz'ysto*n0ghz|vY̳곥~ys`xrt}nRoiiggaUb]9m fke˳`k\;aE]鳥wҳqpktlgfb\icڳb]`\峥ZXcGa _^V_V_^_[̳[dWZV]a5^b\nXYrVVmUuUPUYFW\*YʳVdWY[óVZXC\U_%d߳ah߳Z__ d?emGk4q~U-xr㳥z糥uݳ³w೥{䳥쳥m峥hq%nd]bkk_fqw̳udzypoólu@r>⳥ϳr_cfBﳥ90س{yOڳ#&Dr%stȳ^]cc^oadhjjjqrmiphu +xmekmNr8qwwݳ}Dty| )~;1y(zP|쳥uPdw.Kϳu]⳥ 곥쳥#V*󳥒ֳP}w}޳v⳥q޳ippgȳ`W zq$iuqG :13cZ>TwI PE$=1\B16Q-泥(xw:/%&E$OسhRaa狳lhƳW,R+f dܳNLy@6;R)³#糥75w efLOj2oRdzb69X!V.nFW=KNu5F pWU 8೤vxb%B 7 Gس1⳥D{U90C1ͳD+wc볤q֦೤Іsÿٳų䜳ݽϳlj+6ڳA>\峤۳ê"'(γgzwֳv:| A{$Rr곤S泤ӳԳ\tѳ{J߳ڏtѳ咳g?RV|H"'dz'n5Gl;K⳥.!6y@lQGtWٜ퇳a ⳤڳ񣳥_)س]4+4=4F$N鳥]㳥Vc=NFWW]jBd\pF=s̳}7P6GﳥLYkvpȳ{⳥γeDu0zWC㳥I}bYndܳz5:γ ys=Mi೥>wųϳ˳곥? &泥ʳr賥`j᳥賥P zo񳥮:S$ 쳥v$γPų?q"0ZiC&l3Ԧ@N증vŦ"#H_伧3wɦE=6=qi" $t񦿋 &ڧNT^i+(0cX.]q:1ͧbERPIu ci,h֧t2ϔvE '߁UԌܨ$}dZ';,JgD_s0 +c%w/pM&& % *3$-|.Vsfdt%,'R?'&ú'HZ'U(%]'(%J '㧃MR'T'N4|GƧD+רB~]i[k`u&lVܨZŨcl2:D5jn"mǨCs/ %Ƨ?'",qf)崩C +2?3qS"3Χ8@bjgzn=K/aq#?3^|}Kl~ר@ih$V=tcYV䬨XҌ[:g3kM@a먍r61¨F3̨Dz8lxШQ(W¨D Y0rC"w>r죩#N$\Q2ը, U50_w-eک=aABƧ>Jߩikv鳩j٩Jܿj)䩙!4W^`Fĩ*W&|2[hs٩>ߩ-éo 1+fbozŐ1㢩XCĪ$#2 n+2'9$+8 @(d(n(D5(DZ(ݙ)$() (e(Wk'y '`(x(F(IN(p)0)a=)-&)a))))y)y)O (&:)*O)%)\)c)6oܨϠN&m' +r-o"5co[JutLp*(b(ߟD'8)!e)\(SX(+LaЩH#]7&%)0)|)װ~* **(**()ͮ))D)v* m* )9*d*<+*MK*:*II*Z*d*TӚ*_5*0z*<**.I*K+.*S|*;0*A)Jq))40)pHj)))܊)\<(k(ب)'()M1)t(ב*)?[^* +s-*.)5*c;*&"*+h* (*#))ӛ))[)5)))) Յөҩl7ة+B+4 I&Nתܲv+|,L䩮-ǁ6&bezVllf Ԫ(CQ +~Id1@9>ުF,0> +=SHêDzD̪Iɪ@ѾFJgDPE>4&K:;*˴1lA9<(Ϫ1r!.E$Vê @G% _t|ݩ!'M(^'wiƩ/|mF۫$)&U)^())=) +)15;)K +&(}cFO&(әf)-(Da@(?Տlzj)}у3Xةꨩ1ȥ<0yƩ:g <&$&@(hU@& A6٨,fZ g;l8!:Hh3]J +mGӇi\k,V?HMYј+㾨B[ꎨճG +2§_䨩Ѩ*föZs(\+H`$8\&6q&9&Vc''')''s]'''f&:$N,\Se OqM'^'}(t((i'/'5>((()|i)ͩc5䩾⥸|a>Lp%s:ͩ橲:kg⩏end`ѩ٪S#@.U4 ȩπ@n`h=Шrᆨ5bP)UՖfGh'&-lιKا5U+ɩGͩur$թ$ʩ +g2OXqU qRi 2['Z'HQ'fH^''谉(,'ǁ(4'O~,'''pm'Ӡ( .''ߋ}(7&'(N(;(V)f(X(PE(d[(bd(*=(C( +z("v!(U(WF(2O(6v&u*' v&6&'g'C>&7'<c$O5L3N&&oä*<'" '\'5'O(P( ''\8&i'*l%I&od'M'^P&`&=(,V'%(I(|k&@'\(Fr("w(,(:'րp''Ν'EpaI'kE㠨 YU 5`Q@),C_O 5<&(.''"'Qy'ĵ'('_&t'W$'4J&Ƚ&&&&,6U-0ʁnF ӧu|pG #{.lѧo'ܪb姑jͪ7;nݪ(G+G59CA1(lr a+56*Z2x ծשK%P3VlSF,4CwfA婭4]7lCw+OAWީษCLM MyG?BJ_ͩxqmM\֩no©Xy;,Y@u'ila੆iJ1 S"‘kx"K`;lmp#ɩ6^Ө៨~plQuߨ }@snnȨo֨&=bl#R m+%E06tR̝çoQ_q&Z~yknkZ@H~"_?Mͨ6B'ب ;VG !$A+)1Ѩ "yu"*i$Чx&!f)Ǩc?+CԴPHn駫s']^pاŕ?ʧ,{Q§k iC1G* a77Q4>קP7޳,޳L'س6IɳZ׳㳥ӳX̳೥鳥ggs;߳1ȳʳfOm<8ɳ೥9ܳD賥𳥡賥೥Dsjv\vP򳥧TE\&\ﳥD'UӳYXR*hʳrͳ a}n8|u鳥p ti/r9')x0%@pﳥճ쳥𳥁Iu峥Գ/ W;糥/'泥볥}Mz2tdzE]aM}q}pﳥ.Wճ{vkUt峥vNi gYY"Hrxhг^³Q^fU"E:߳J!<8\&Y,ɳ5-гm׳\̳e3TKB:YA-m`[Mճ_5Lu;~&9ѳ$&O 򦳤ҳ@L6޽L\mƳ㳥5w7yR᳥᳥볥-׳hHVѳiW3A)@س'ҳp']|jG9/VJ>KG(ljfLdfPnrX|Hb|kms 2}i8U !󧳤r۔ %= ܳ)Ƴų <~ ͳu86곤ϳA:)fsQbг<ɳ`^>?b᳤ӥ)ʳ' p$ BH4p&γLƳF0E(2CjB䳥#Q!t 곤﫳꠳5E:K#*U䳥b鳥4H+ R2IK4 y$=栳`=ڜq*ӡ/ HʳӉ?ڴ㨳mԳ댳⳥ijt^w 8}Tb<~@񳥬LVh=Xp᳥slXճwPI2@h^賥5wó糥4⳥M!0*Hhbyby"1೥H7ƳM `vܳc wuT"泥᳥-Dݳ쳥w2ܳT³S5Z泥,ֳs;y9u'lóX|)賥H߳ ٳ24𳥧E87賥qڳdz~ȳN˳ƳbsOسj߳X=R(볥E4vxfSӳwWT᳥Ch(XU)!󛳤Bs4n$H9Ux*vbUO|4oI_/۳q峥A]гM˳sZdmAz8*XO yZ1Xo_fѳyUJ\𳥣r2j +p᳥泥w򳥘lk~泥FP߳賥ɳ⳥\賥,󳥩ʳZԳfٳ}YuBJ>$y@rSJ`ϳ̳zy1𳥭糥ݳ5ILȳϳK볥R)ϳԳS̳Cgviﳥ䳥z᳥Gճ̳NeϳڳtX/J:; Kó񳥥ֳ^гڳ\d򳥟qNg̳/-f޳#B곥g#ijƳn񳥠wb񳥧ѳuó&糥V$8o/,%)U<eCɳ⳥dzv)QI볥0s쳥4ڳO쳥hi賥곥Y (x:dzF̳_e𳥬ڳT+˳9*j5*i*b*`!*b>*VS*WT*I*UL*Pݨ*BE8*m)$LK)ĕ)) <)x(}(r(z(c(;((i(z'(*1(,(c(L:(^&'@&f'<(e'' (,(/(d(`(G(~(W{(K(aa(# R',' L( q(X`'');((s(̥(κ((C((((a9(%(((oW`(R:(n({$(@5(du(fo(B*9(By($y(](>(7$2(.(#G( +v(h'層(o(X~(;`(+r(ATs(*l(t( ~((N'7'3(('(E'(#/'u' V''A'ZW',{'hg''D'X'yU'Q'Iw'\,#'-T'q'q'Z'],'6K'z'(z&"'s'H'iNw'3'&J' & +&V9&+&0,& &B&:&:U%/&&u=&.&^&.p%p&%ཱ'Nz'Zv'5T' && &B&ݰ'Y&6'/&o&#&<&&pJ&%&G&o&07&%"%i3%+f&P&&3jB&a%e%% %k("(9~( I'f''#S''c'Ш'h'?'''E'G'W'sy'l'y'H%';''&'QG''V'.Y' u'&a&&H''d''X''Z%'1'2'9,'Q'.''A.' '&꼅&6'&M'&8&d}&>&&h&{&g&e&=&&qt&o,&;&?-&&%&px&;&7&g,&L|&dC4&,Nj&l&zl&&O&>&&%ѓ&v%ᚔ&%7%%mc%;%H%%%%5%h"%'%?-% +&]Y&)ں&3& +&C%2%M%+F&%~%瞅%%%~:%H%J%c%V%k%.=%$_$ş$s%=% b%#$$̻ +$ER$$key年4d8N-&'@ަI&\7p,oO+.M'''A'?'l_' '\'j^&T&ť2>&v' G'@&&ƧڢMer\5|񧙩y ^\^ѧWy"]ˤ%g&P\b%ȦnNhcEL;>!N_ J''Ư'l'f +''?'Ycv'H'$;'%&ڶ&V '2'&r&M'm&'Q4'5j'!'5W'*' &P'O&#I&ȝ&I&֪-&^&&&1V&X&$u&65&&O#&Ie&Nx%Ut%. +m% &%S&%|~%y& _&Bd&H&;u&m&O &*u&&&%Q%%:%$V%!%fҧ5yfnȧJD8" CfRcjy6=$~!ߒ֜{\,;욥͇Eԇd^̦u|IOBP8X6#P@A P~/",כئ[~/kw>-a` BJ$ 끀ȥҷV$L1Cgͥ襷&5IT?İ},E $mn%"jHx$f'[8{̥_R+&2VMz%I5%Xm$̆$f/%W,%K%}%ߟ$&$|c#̄$o${$$8SV{w1LMΤ3 Gv  9.c"9SB.,УࢋW¤2u-#Mpp#0."DN[AA8]zԢVe'&܊F&ͣ&9 &&&o&h6&&?&&o܄&J7&\/&48I&([& ~&o &?&<&4&c%%f[%&% %jS%օ%A%!%%]&3$&&R%h}%N%j%2%s%š%(%%hd%%dx%F@%%J%;%%}?7%K?%W%(}e%!$7%;{%̿%.$ܑO$$i$&$%K%5%;%\5%UHs% P%'$%_%*<%+%uv%$z$}p$$s$"$$$$: +$I$$݈$U`$^?$$fc$' ###%a$=$ľ`$1$у$d"[$e#$,o$$a($X $& $+a$#i#$)r#s$K#6#e#92# #FN##z#'#P><#M,(#M#"܀%8:%"i$-$ڱ% )$$[$-$x$$A$:$$bIS$+A$G$gL$Z$$aS$~$I($6$a$>$`$yG#-$r#(#u#'# +G#8[#R%#y{#F#p##uw""p"y##*"V("G#p###\#=#p e#ByG#MG##z"O""$"-"2"f"`$#>A##k##Q#:#I1<##x#`#.#>~2#{z#p"ͥ#O##q""2"p"cG"h[""z"Wp"` "g"'("%賥O'N[ڳ\糥h׳gCr%\gjiur볥qƳyֳzcpsr|!z<𳥊|߳YY.CRJx[.` +r/ooٳr!gͳS [e3k鳥dJmirسxu^yD|~ko䳥Qгp32Se{鳥sճϳlhatƳ{~ór`峥೥̳`3B8o=ٳγDB鳥jQ ijhi泥xgSr%߳B賥󳥟߳󳥢 d "#CͳPYI[˳bR0߳гXﳥG$ z*9峥H곥@&e賥0೥ʳ/4ZhNI㳥; ϳƳ11v@Hݳ˳&)K%~Aɳ;׳?h󳥯ﳥI Zsѳ س5"|'ݳs3t볥$n?峥6\{vTW񳥨|[ʳe.ijFгx2F Yȳﳥ䳥7𳥭ijs󳥭ƳtlpuֳϳijZ7󳥮г^:ѳ$NZ=|dϳ³᳥䳥-=xh#]S˳ճ賥賥賥ó೥ٳ賥賥賥賥賥VȳF#0޳oV\r_m?=#ȳ"\yγ쳥\Nسdzó賥 Y賥aj賥y򳥪.^\BJHγtƳ׳&ϳhʳ +?z׳&;%߳곥|賥߳J5Bճx3֣:oEtj[֣=棸#yLDTkqG?AG֢/@̡^Q%̢*̢co]p4̢pi̢¢ [SGz o*'("Q7!!GWQC֢(¢ LFzʙ<(((GL)ꣂ+~ȲBwqb(ࣜལG[|#~=/ ++G[_G`b=g-VNzS ؂֣ӵۤ^O K O I.*}Qu&:#`TH뵤M97zbu4/QV=2Ͳ;0@LL[`V}7m;f`-ڸDΤpiۤk>Ȥh1ᤋ/QCǍg޻r`Aߣ͙MJ zKq-.}$ ʯQ#Dэޤ k"0HUE[q?| B@? j9n£zLT5;<8gmb>4w1YL^#<{6SufGV_䤧3K #ɒoH~#¥鵁* &guQEФ,# zפG֤edn\32Cץ٥1P5"8Y=Wo~qA3T2Qx/o{it,U⥬%Xpq+ޥ.OKqJ3)/̥HsE.imौJ֥&ۥt +f `쨥nʥ=j4&n/ Kd#UyKLTRӤUA^GavQ߾% E9 #BMI>o>ޣ +x l,s(LuǤQ`}h.#U7VטY?{ƤpuW£ d$Wӫ`Z༣Gm5ߤG Re(""Ԥsw/o8k(XR̷#0樣ۤn'S5f#B#ɣkS#ڥ +2ΤoPO v 敤@6KYߥ"ƥUy"\8WO.NoHeޥSsfd<{@1Х@g>NA[2)!0`o(#@:ޖޤӤ|ZؕѤ >!!qۥ>q&٥ '=n:YU^̥>`8` ja⥴͍? *r=Qy>a`m_ϥ;C^ \$pޥ+ԧuԥ#sewʥ%oӥ?zx;1:㬦#%}` 9]>}ž EХһ˥S +' ׻#( xf#s.ƦEئw6 +;zUWvO#hQpx7ޥʦMx&a%N>7ZDZGw٬w(X쮦u- w`ঊ2̦gǦL$-/ڦ+~>^2ڃNeɦ7^M$ . 7~LJ]Rtئ`t޶M}26v㢦y i ݦ/TAԦY즏%krᦰOU7=`8.ߦ(D禰Ʀd󣦺'KztDǏǦOю̮ŦxmǦđstltVĦȦSDŦƦ7T.ڦsڦ,aQbtuNY;0PS妮LަƦuZJ:;hǦa"=iibq^Y˦bSϦ?s]xt 1>W˦]ڦy覤T禙~n.̦W40j\ڍ5srƦku|]v +`{f8OoJPf4338($3pk>oUzQeۦ`:צKhP$;7-#[ER@x, 0o$'PGbOĥwƏ^j̹fƦ~¦㒦lO%6Φp kH?AȦq㴦YA }Ǧ9g㦅XPxrKpʦVfͦRxᦐR euS䦇˦wy}Bd}j_KGߦmJi^P,T((;97?#eߦLv5Ħ16C m =P +uLn9r-UzP4֦:0c W/>= +=d%<$O aɦ[ի 0ץ=N:ץWܦC!0-Ħ)I٦9%  P {ߖ܂QpVɦ#Хk˕X78RfƇ6m䥩gWۥ(e +iE7[cMv͖ ^NUgإh\2FF᥌suKʥ|֥[QUD:nnPϥJv٥05إ!:mK/#-䲥pҥlM gZaW\t³׳ȳѳ䳥޳ Գ򳥮@?hAFni쳥0'OV}<^hӳtdz泥곥̳𳥯/3Nldz賥䳥㳥 -*GA5WhzMng )+FEcb|Idh}}dzƳ᳥ֳڳ#賥-(AFa8=WRlp[uz2LRkf}pijɳƳԳ׳峥ʳ̳ڳdzȳ׳ֳ䳥峥賥س糥賥賥賥賥賥賥ϳѳ߳ݳ賥賥賥⳥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥 +27ᙣkd꣑--p^}eX5okVK&#a#V#z鲣[ a/^ +t&*`Q~Ld y=zǣ2͐u\mٷ&?0=:8;%a2%"]5GQmBEm+s1ФF2g)Τg⤥򤩸B7V3e[ΤVȆ7^G~S!^e754.C1ޤA,N? 4 0&7#v&BP % :D>H̥a\楂&Ԥ.4[D"+2I⡥Rߥ*a.R=OJ~loq6DXWBSz^&u<>[mrƵ‘6ɤz3=<.B UY[A:X>դOqΤ|Ӥu< ]"TŤa`s;ΤA` BZ" j+<嚥8l{Zv)f52ZĔB˥DfǩYܥ ~+0&̥Fs9m3֥/fP%UN|Ѝvڥf^Kvpk楊x䥦]w)&wΥE*AeʥePܥjåuXQ`fk]fԥN0KlC-5Ur[؂ݥ73ҥo;נ2瞦g gɦp+F֡CҥLߥʝuu{WNV3Xå¦ ⽦:smpg$yL((095 Di Ԡ1 ئ-1;ȅ@M,HZR%FX0k f\A$?ťc.k;c⦥xFB'dQ濥ۯT u~'cmĦ 't!$8y9k5ٝJ䥱?ͥ[PR +c:c淯*C+>G';"Y鰦2KW.8BF[Vh&?RLFMj_Id77sn`{=*@ =æRcVcl8hIΦ|AҦNPcP_g̦rw_HA6x,Hz]l +,ꦕ&As7K֦@vvԦm~$syHhi/!I䦁]æ:"o˦ަnr妈禀t{̦v;)iˎo=`&ZJi|ئ$I^ H3oҦ7DIEVJ/AT=1M?ЦQ`x[E\fvZiCd.pu~oyҦ{k֦snapuv-tWniiH̦V-Q\ai,gd PfgW#^Y][#`Ȧ_YڦTHkFid:^ɦd,[gݦVOK YQN[LcA"FTܦ9iЦ4'%ڦLyሦtPhypZk9_3nѥep`TZ L OGB8dsUUئPA(E4Ц0<#,^(>;! b_PBΦ=\/o23ئ$3ަ =Q8+6Z +  f`\IwB甫iJع߅\b'w%>&)$Z._CۥϘ\R]B]9ȥtjإqFdݏȤ'oVvĥB+IG P*^I3u X,#0Ŧ!fE*5&.󠖦 @%z).Ҧ%R3_?!d5+-4/?k;66E@;7DO?ݦIh{N(U{P5Q1DXKmF HͦL繦KF8A@X'(j2.`A7Q;3B\=\>29Ѧ4(5:.8J˦3̠/!Ce:A<8 <<5 ,0'3ɦ,G(="˦D,ҥ]B} q%C I +HpC% Y' }}'f" +&9*i08+ꓦ,"'Y#z$X\(&"/ӦtGRpnWA)˦P67ɦ56T= )\BbVpZ뵦%t KON81@m/`ߦ+&*~#A"RJTWPW 6PU Ԕ5վD䪥ʥʻ/8}3^ *wItڝ N!B?ǥMu&mb{\M7j-nֶ٥$J1b"hmL6Ft.(V?T\OJOzGB͓8tUE>"ئ99/3($;Kz<0-,S=?#¦U'v6v S + ` +XcߣOo+Qx!Ȧ]7¥ Vv<ͥu`WȥQמ7駥<%C 2 ͥ2E%\$bwߤWɤ= Ȥ91~ѤώC$n +08ޤRMb+ {٥ D3?}v QȠ_P䤭1A{AIäX49Ф㤈b?j Qc큤B㤁Z]jX8=٤!h# +VeänmuCtReLΣ.̤hgGWĤA %*L+- r3 ⦣OjyԝuDVeM2-uѣi곥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥泥賥賥賥᳥߳γг㳥ҳճij賥賥賥賥賥׳ٳȳ賥۳ݳ̳ʳƳty\賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥߳⳥ѳ賥䳥糥ֳӳ³ij賥賥賥賥賥賥賥ڳ賥賥賥߳ݳ̳γسdzɳ}γm|~d`CG-iLQ62uqUZ@z^bHC*/;"%곥򳥯س泥߳˳ҳó}eiK{^aC@#& G*/鳥𳥯ϳmqTP38X<@$! 糥ڳԳ೥ijʳ޳䳥óɳr{f~cjVO>GA^QXTLMU\vn`herzumox[]goft~xг(ѳ׳ݳ䳥˳ųҳųϳƳͳܳճ鳥򳥰 +ͳԳ쳥Ƴݳֳ򳥯峥 16Ndz۳⳥)4/DIa$;@WSjo\tx⳥ѳԳ³ųhlRpu[V>B,z}eojRV@_GL61";&, M4:" '糥߳ٳ߳ѳʳdzųسγճҳ̳ϳֳݳ 泥۳㳥᳥곥󳥯𳥯賥볥ٳܳ䳥쳥峥򳥯  %6t[aJE17%P.4GBY^t+%:>S0BH\XmrNch}y:OTkf|pƳóгӳ೥ʳ³ϳͳڳݳ賥ȳճس峥⳥賥賥賥賥賥賥賥賥賥賥賥bw{ųdzճʳ̳ڳ׳䳥糥賥ų³ϳҳ޳dzճ׳䳥⳥賥賥賥ܳ賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥ҳ߳⳥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥覘D&TܦՂIZ æ ĦupOu^Ц覀Ő{iHGnۦZ]U +AcީPKʦ8_=L0*.c&P-zpjҦemmTZYi:GBU0?Ogܦ=!9D?'+X\¦Ko4`٦"ڦ+  66$ѥ [' +ͥV\MF.2.eod +(ᦦo¥:l1٥-eT9!%֥ rH淥reFhFGl ܤl̥qRܥMt2`7ޥ.sƥۥЩ5_f㣺XL9 +<颟ɑMӤTRuZpk䤐vpKǤʤ&Ҥpa_)-9/d}b]WG7<icDACeF'#. 8<.`¤mfU֣RX?6|z\?Db2E +Q2& +lK(F!R=QFîS2j)Fp֢@G:(&=c 5[0Y $72Os2̡{֡Q*WRkpGaf}z[ty³ɳ˳ٳͳг޳۳賥賥賥&+B?W[tG`e|xo̳Ƴɳ׳ijѳϳܳ޳賥Գ᳥䳥賥賥賥賥賥dzųӳճ㳥ʳسڳ賥泥賥賥賥೥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥γóƳԳѳ޳᳥賥̳ڳܳ賥賥賥賥賥賥賥賥賥賥賥賥賥ֳ䳥糥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥˳ͳ۳ٳ糥賥賥ݳ賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥覒Gtݦ;T_:ܦLN3v%COf~hE$%)%$>pWOrkQWK/g=m)8TvV@*%ѦQ1PDW"ۤ%y03/cVFӥ䫦23hJ) $Ie|YΤbL̤#'$$k2*%W${l*$0ЦU~6ئ%91p!)Y'塦UȦ>dXX~Aѧm: Ҟ>9Q֗D-'U5nʥ]t (EIɤϦ#$j$_BjU۟IzY#J}rh֦^!ȦA?Ҧ\Ȫͤץ@a[զi|e87#j7=FB"/[=KBzr"?Ge$L8$$%$:%?%#p%4X$sL$$R$ʧ% %3 %˘%^oLb=0Vy"Ҥ-ĥ-2k\LN]x- ;b#[$L[X#3V$/\$$m-$N,࢞24`e#‘[$6pz#t%$f%6 s%)$'$Kc% $M%7%/G%"L%}%+%I%%.Dzo-$#(0CZ`R$$$\O$#FAƯ$_#/%4%$$$Z$3${c$B$p$Z#]`$$$S$>$;$D[$$Qc$^$|$~r$.=$q2$9Ç$F8$o$Ag$5$N$)OL$"f$ 4 ▧V ivduuק{%#1"T?:6 =ܰ +){ 1 짞oz1JsO+45HݤV vKfklbOu;]Ǥp'BH#(#(C"1V#L##+#G fϒL+<(":[2$#<####ʣ#`#O#f#77!;"d#H#I""u J[⅘m£1sVDŽu+|Qk,4( {c֢E,e" "goz!vQH(跢|y¡DrIHq 0Ĥ i\RˤbDGǤ?mbAd==(\a4:;YIdTeW^= Q£^c7:z6{+YYYJ2 dV $7̇%2𷣆Vέa료6료aZa(5Z֣_2ZaG03e ෣wDX* 7=~~zpP<\T-";lˣ=p$#,a""FQ#&"<"b<"["N"P""G aG" tz" "I""f2"3V!p"*(!⣄"="!O["Q"KG"y"""= f!gj<9C32!ڏ! !&p"W"2Q"iG!" y!̄(!!'!up!ӄ!B!5[!2!sz!<G!@v[֢(j5֢;[Ϣ(4֢Wp ̠G!z ((( n"UdC[l2< ¢dXl̡֡DQ . У hn N!G326GE +<eŽ\(XQ@=N<(p\̡¡&3ǭ.Ypx b??[ff=|fe #Žpff ( Q#  4 0 #G.tQf QQÊ<jfeąu 넞 +=iQz\(G* +=32%p}Ž( +<ŽQVQ=p)žF[\(K GK=pI!Ž%)Q 9G#Ž\(Xz,Ÿ#ֳKC!k:9vd/ct:׳賥*e^ϳ㳥 dzس+BAam賥_}1EԳ賥賥賥賥賥賥賥vJe h೥óﳥų:"W-^ <᳥PF.h賥賥賥賥ڳ賥賥ϳ<W߳z賥P-賥賥賥賥³賥賥賥賥賥賥賥賥賥ݳѳdz賥賥賥賥ӳȳ㳥׳賥賥㳥賥س賥ҳ賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥ݳ賥dzγ賥賥޳賥ƳʳҳԳճ峥ڳ泥賥賥賥賥賥ɳ賥賥賥賥賥賥賥賥賥賥糥峥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥ij=ųg᳥0bR-;/곥7.j3Df.K𳥮γpYPrZ೥ԳG &Bv?^Zwf^uq !@SY}jp2Q(? oT#2}# zi[zIQ4fϤi Vnߪ3 +鵣C+ 4cqp+˞2e>£c +LvFS)=<̢zYsz%%  +zfQ +à08+ c=b꘤6f8]9Eޤ@1`xܔ.hN:8#q0#-Qe-ۤ&8ћ(Hit֣9|A`[IۣpHTW8 +Ʉ5p࣢<=£vH2&~p["f?[ҷࢶB̢%pp[; h=o?^P-[[cz(%,(MQm[xY|pt("e ?[ }3Q@o֢0D@֢ a ˎpp{ZV m<6'zo;,z̡Ҏ{֡롛w[zUzࡿQGH\̡DAG9) ̡ [[7 Eq`z +|(G!"2!% 7¢=@&= !f"&".=!=!"" Y!IG!C œ2!'" z!5l(!2( S2 Q,o4JV^QEwr ֡ Qnrls֡"z垷7D=eBu  筠("fe2(PѮ៞\(hFQ넡֠Jfe2*(3232fPfH.7]¢̢]3 z z[S֡~ˡîYBR:<;z2(Q? rࡂUp2 +;G H.r2P=pGU  +J=֠C֠z+3Q8QV +< $  s2УzTzne% +==oG[4Q?p( +=  +pGz:GQ=oQ s t%#zz(Ž=pG32S32fep32GB[32% pGa [zz32.Q6GzD}넞UŽApGGž"[ffQnfe\(v[l\(5Ž1ffTN @QZzGʣz&[ff=pzŽ32=pzQ[MzGFO32A\(>zG}Žp\(7 +<Qž;\(DQffff9Ž Fzs32zG5Ž֞<zQJz-=p1*G=p +<;zz' [$z(p:G([Ӆ8zG.zL# ֜ff()[1넚LBfe32g +<BfeBfeŽGGBfeGG=pG\(Yjﳥ񳥰(ij;.Zb*^Xͳ˳峥Mqгijس㳥賥̳г糥䳥賥賥賥賥賥賥賥賥賥賥賥᳥ճ賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥೥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥NB֢$H̡]`[Zࡍ}¡T֢l]=FXꎢ+.SW2f:<'npJˏ[/ [zsG ִ̡¡pzNw059 Gxk64¡  ȥ[p9Gwelu0z,q +]'G# ֡.<,̠˄ +&f(\eY̠C(<(UP329̠@o32¢[K,(&p:=p̒ࡤf<(mvW m6¡Q¡~֟EŽG%5GtŽŽzz|Ž(c ^( +[\Gz? 32B +[\(넟넟2QQrW +<&fff[b\(ŽfeD +Q賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥=o  32w[GQ(\(Ž]G +=z]Ž-GJ[  =oQP֜0֞32z넞\(_넞̟G넝pQ>Gp̞׮32\zzzG +==pŽ32?\(=p T֞q$QÙ[\(Qffe[]pW +<\(GL̝Z=o7zZG ^F!#넞x֞nF0Q\( +=ŽQ-Ea%z# +=p' QQ[p9Fᙘ[QG += +=Tz.z' +=z,z)Žz( +<FR[ž(Uk 3 Žk { G>Q̞|(넞 +\(  +<(Ů_\(=pz=oaG[pGg +<32Q֞Qz-G넝Ϯ + G=pG]pDz + +9pVQ aGffڏ[[# +p +GDQꝪGQG32fffe +<(  +[Qj[Ž$Q7 G"ffœ.z=p֜.zz[G"[b[\(zG\(NGG{<(;;QŽ32I=p\(GQ̜aGQI.z\( œ(32G0nz0(aGfeG\(z=oG' +=z((ָQ9G +G[ +G# 32w Ž=pG]pG \(=pָQz+GuŽuŽ +G[.QzzGǮz32=ozAGG|Ӆ[.QUŽڏ[\(zӅs32Ǯz +\(QGž1' QG32넜((.z?? + \([X \(z֜G1넜j=oG +GaGs32[֜p.Q32(.zz8Qff' +=֝C32.QnQȣ֝(Gzzz.z32(z5ŽxQꝃ32' +=NzxQzuz넝F˚Ž֞+\(SMGDzQ[w +[4̜(bzO넜GQGD̞svfezzFfe\(!GD FZ[J[G_\( +=tQffe[|˝p"[\(c |˝"[;32Q [aG̝ ffb[̝Gffb[I( +={=p([!G<̝UŽ +<L̝넝.Q +<ڏ[p{\(*=pzFG +<O\(GGڏ[Gffeffڏ[ffep넞.z*[[넞:[*[(GQ5Ž# Gp ֝JGJG +<c œnz +<A넝TzTz(  ̝`֝`zs 9kz\(nQ32zzZG%ŽR[DzQ%Ž̜ +<GG[=pR[5Ž[R[G=pzGR[p넝`֝\(:Gpڏ[zffe[Gp7 +<Gffz넝[z(z +넝fe:G̝GfeŽ:GXX-pffǮǮz̝G\(Fڏ[G\(QaG?zQG=pg +<32F G넞# -pA.z֝$Q7 Tz( +[(aGz(G\( +넝Xg +<GG( 넝feQ띞ff\( +G<<̝{X.Q=p{p=pFfež֞ffp32 +=넝=ppzff˛.z넞(˛zŽ' +=s325Ž=o(' +=žff.z.zŽTz\(\(((ǮaG=o넛Ǯ넜ڏ[ +=Ǯ(_\(_\(zL# JG{fefepTzfe\(G*Gzff(=pzǮǮ\( ?' +==o!G›Ǯ' +=# GXzpp*=pG`֝X5\(nQ.QznQzaG.zp(# (Ǯz(֝z(xQꝨ֝넝ž7 +<G\(p=G7 +<6fe\(fe넞G +=z|˝|˞DznQ+kff\((Gp|˞,z=pj=oG326=pxQ֝j=oQG*[)Ž# 賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥jTreįhosp(үo3hhcgįZ V\d[BVƨK왯g: o,[D)-d~1ʮnǮNήoϔUL +:tmȞI Pﮗ$g.B'[H8|pfvU#Xd9Fr6D䮨kJӮio-ˮfGcIǮuv\RPY:.BPk)A#xO$3t}/fb1==\qՐ/n?\V?::weI놮=Z#4fS0≄Zc>MFFg,0KdhXlhKB߭CK&#vޭ୿ 3Zխ5Fd>|g'eAĭsʭcge*A#@T!ửh CHB>#m#kڭjKt" @ޱFCF(Ht+fߡ`К6/7\)!Yam+N}(:Ьv+l۫4Ge/6̿xӫ૓e]hYī2Ve6@ӷBͭ"+׭!ӭǭ-"ڭí'vW*n݊Yz糬qisA{CJ̬u1~v|G+?E5ج7jkӬdͬx⫛-qsͅ<>ΫkRn?752 +u X9ݚ4تª᪤v-StvYFx@*r>3ޫ\FqA:y7RoaAS,ݟ%9\}Ӈzl:_< DŪ?PA4 H&0ZF+lc [;E=<٭]޼a8ÖN*A⭳$2ڭ){C]ĭ;W}wwJ:TsY8ڭ5|&⭞TAp|%iIsa8ۭX=AC­(m# zON٭1-Xe=EQlzv/>U]hv:`>Xڭ;yY ׭h\+ۭqܯ欷gkSp庬!L6y+y-J[׬['xv^,HI"C"49h0[¹ht:۬qEpk*n}j֬@1C>QD¦ G?a!M i߫Ί:͙Ijʘ諠絫$~苫}[F)6B}RKv{nc:9_,yN=Ѭ{YѬYìլڬJO0fͬbW:dx]hXH26̬ T Ds{RZLFڬ)akQEߤ?+ӬC$޶!3Y.dST <]b֫QBHJcgb3=!:kȈy9M&_$Xvs?}{ysdCExMޫAl?Y!dU{>w⽫oΫl(:-=I7kë kتἪ3WR`a޷~峪Jn?Hʪ-A9FDĉ$#@㴬J]#"#|Xثθ0:7i,RzHz,GR7~x6E«Dig<gBF2AmITΫ&իGiG_߫6징F>&_,=jbH9)f3.JKnogLɪM.hީ$˩%-ݪxw𪄸uDݪFG媅ԏGvI;6b֩9ީkב*8i8<*p@`-JIImRų0 Ƴ"#珳1R0JJETfBpKvسMBTn?)H焳IPR/޳QYOZ4d+ųS5Z\/g +1euƳonqy:UݳDDȝNOLͳWuW\faOW}XFibkbqmIemwMbO1㳙7{v WPdzt%e0B$`Dܳg-6C;,&/ԳV Ymj`wmLm?/VaGAҳⳡxe^NQӳ(' J Q׳hoeP:)2볢ﳢ%'#} YiU೤^aV\5I1۸ NL5 +C賥2VIP9VR{YX~V^UI`.qjdɳ[5cƳfԿolnuv~\hr!sX{zRܳGax}-![(泈u21qy\γ{Wݳa계󣳄u\2wGJ$ +k{jg2|óH5nb򵳑w泓oP:[ٳ>y輳سJkx/A a Գd鳕ܳd99Pdzkj)ʳֳӳlLRZ糞ĻCm +Z T뚳,*ڳf"߳_m۳~,賞ֳ .ͳ)ﳡ;O4ȳ ٦ +d9̳eӵ4hT鳒Jk(jqr< d?䮳'ITz(St]۳Fv ]M3ų:.䳛t賚%VNf4m#58 Z_~Qeճ'hLm\yr.˳Ӊ̳< NQ 5dKvzlx\(7FC񮳡F*0XrvAг zҳ񍳤MKO4+{[L9[ճﳣ/t +ijXg\QTܳN೤Ͱ7p$*+ҳKkvJ_K W*Գ޳L&\'˳K /Ióɳ2]yϳt,ųq{nɳ NLkM*1˳˳Ҩ}llJԛmor虳IIC賤JI˳ɳٳ2MAgʳs *)@JK󘳤RP>-5/#z7a-{,@M?0.γO賥賥賥賥NM賥i(賥賥賥賥賤+G*KLgϳgJ{Jffz{(賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賣ԳJ%Kʀڳ˚̳:((I[(γ(IpIexe$z"I'dгdɳyڳz峥ɳ#~)*/J@Ide;yJefKzdzݳ)yԳ󳥕ia0\e'&XU:ziT%{ij賥賥賥KM賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥;g^賥賥賥賥賥=賥/賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥2 0ɫwtɫAD^+Yv\)ΫT3WI%P#_;'^q'AÜB]⻪ZūK_|ibf.+٪%«0m6: keKhjSݪ&al^dߜ>ѪAת[U xR`ªvtWsO_/o l1sM4ת7P?G5ͳS볠q sxM泣=щ賣I|NL6˳8qCL]/4S ܳ{.8D&w(jٳ"泤z4u_㳤*ij~8$߳賥賥賤z賥賥賥賥賥賥賤;h쳤n0׳賤i 賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賤ȳrm{)_賤G賤鳤㾳+賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥Q:Lқ +)K-n"}jRqMLZ׫# ]X;+e/9 +Gb^v'HʫQ;l=#ru7cEU?ar_ =תEUX2W#dN᪑"dX[xh.]gdl瓪5<1Rya-,(7Ūܩ‚)ל1~{kjB=?i۪8v3|q -u +>n٨jߨ'˵ͨfb!g$ + k + +*k}2'ģЧL+kh?! + eθbiRdagѦצ&BC?;^Z\$VRRVl*H-ۦnBԢ` 8DuA5J@?<;إ$`.pzcgG?t6M}458l`n&6!çjIIGvvI(§ݧuçt(B(tXey2էd7רsӧrI&觭 pp@n@$^M% +Ħ)'Ӧ\.ԪOݦOԦ +[ۦtNM; tۦ +5/(C"٦pLEҦZLlTJҽӦHvFW]>rj'^{Lmknk騥 l騤p|0FإΥeʥg_ +bd:M vt{āszxQ\Q7yA%>xZnGpB(e Q䨀ȰΧ ¦$sU+3ȧR٧~̧Hv94FvGS.)8;cD=IߦfG%ɦ pry,w*.Ǧ&*Sl."0}TAPk0D+@ইe8ǣ5_)y٦1&.*zApR`&㥦%Y{\/T?UO +r𤴴Yɤl ch*x~䥚zIRNg[줮uE!.]XY$ +`e2a_ۤ&ю@ 귣(>[?̢ !Q43⦜X6_dhӦQg Ƿ)Z+奅iQ-أ딥57ʥmp$#e#Ȇ#?B$($$7$$s6$$x$bޖ$T$q}${% %j%F]$̴%%%S%$:$s$XC%."%9%J0%%h%%Yk%z%m%%m& I{&&Fij e뿳㳡 Vx9lZT ϳKNﳡ³8\)ij޳ƳBhY%H೤ms=ϳ󌳣pI^Ip5Գ鳣#MH鳤>᳤糤;г-yl賤7抳8]퉳糥G9;eVb'gQֳջγtH 鳥072/O⳥@,׳.FMgLf᳥g{-Nhi|>{ѳ4ﳥ6SjQ6jkݳ}Tسm[nd~TT=|糥Oﳥ" D賥óƳzS ȱٳpTWI'\#oBhE^볥2=@ZZгXҳoʳp۳\rtL䳥гUV+UH@Kcaeuųwfx곥zóų@s׳Iij]!y𳥥㳥G᳥+óHo׳˳$Oɳ޳\lyH峥ѳ dzٳ곥޳`dzTNسܳ@Y೥峥DBzƳ8~Ty@ͳɳmVfqC3V]:9-.>05rr.^Q8>lHSz}6uw0/ȳȳ33ɳ˳54賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥>9ͳϳ8BҳԳ;:6賥ֳ賥ֳ׳賥賥賥賥賥=سس賥ٳڳ賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥@_j᳥,e}سAѳ̳-Fsoﳥ ,(ѳܳ_ ; 𳥭>VC,paT5賥 \gaųph볥񳥰KxTPHܳݳ賥޳೥賥賥賥賥賥X⳥䳥賥泥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥p+$qų*1|vʳkų³賥賥賥dz賥賥賥賥賥賥賥гͳ賥賥賥ӳ賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥ֳ賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥᳥糥賥賥۳賥賥賥賥賥賥賥賥賥賥賥賥賥賥˳ųrг}(4ó賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥褃;-G(,R֣ƷTѣܨ/̣Ԯ(-(Hk);£,z/pR1z!)O[V!͗[!U"[@  +Q"&ݙ"q #"ڷ#a﷣%6ɥ2j̢`뭡!-n F32#z"A!"!ȀQ""n# #4ae#5#jf#7"i#P4p### $2:$h$"!#L<#.#Z# e$$$^#Y##$/G$G $[$g$<$s)4$bU$% +Ҧ%s%aZ%U6%`%%G%8%%%I%ؗ&!$$~J$XaQ$$ё%(2%^%oBG$M%1$0%8%Tv8%r%%쑡%%ʅ%&J&]&bV&Uu&0&9&G5&6&%& &&H'M{e F<^'L&k'0''l'''"';'X& k&g&@k0&0&0'E&ua'>^,&h&<&' 3'%'|w'Z''V'2/'p'ќX'x (!((T?'L( V'V(3^(D((s(E%%%Z^&2&;?&&"&&*7 &zI&nz&&Y'uS&h'3=&&a&K'$',#'tb'j6''S'`te'V['݌'`'Ծ'j''´(( (<( +(4M(+(mc(wO((ac((X(z(l)z(0)(1)$E),@K)Z"1#&`"e#z$2$$p$%S`##ɣ$#P$+$%,RV$Ӵ*%cV%?%*Z%w}%U&!()x\)78-)')ek'('+($(FY(J(zi(L(&(O$('m(((Rs(Ñ)F(՞)S)5)<~[)Q)A))ԉ)&`)h[)L7)S))I)L*j$ +=%$`%6@%&Ml%&Y5$-%_n$7%&2&.&8&&_'6?&k'et'('Ŧ("'5''C''6(I2((vT$4&2%^$%4M&bp&&'cY#L%"1 &S&w'7yl&:v'\B'pu'ǯ'(J(8d((_~('(ND'(>F(`!(`|(Ic)o(P(A(Z(Ư ()0))V((4(ͅ)W)4%))Ys)2G)zmi)1)F)Bz)츯**q*=ou)#)<)*7T**>*a"*J'* (v)1[) `)SM)9a)2))F)'U)z))E)z)|N*N){U**K*1*(|*P*nj*p**v!*3,h*s<*P6*0L**]*|*})))Pu)D))k)C)v)0))ʵ)oN)))c=)o&*Y}*E/*8`*,>*_ *O2Y**w?**FW*t\*5{* +|*M+c*x++ h+5+#Y+Sވ賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥᳥۳賥ųVb 賥賥賥賥賥ϳڳ賥泥賥ƳOp&⳥9߳--ij賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥ɳ᳥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥ݳ³V賥߳Kֳj#Dk곥4Yg^ -o)8곥ͳ'ͳ峥MHGӳ̳ѳij `In⳥@J糥ճ.Fd^vQ~ݳ賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥³ȳL賥>aֳ,ȳ賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥7賥d賥񳥜Y^y\賥]賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥ѳϳqv賥w賥gz|³mZj賥YP賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥糥賥賥賥賥賥̳賥³L +,Z"}賥賥賥賥᳥dzx賥賥賥賥B +3ϳ4e׳᳥곥^\۳ƳOa㳥(򳥜!I +qu೥Zt)?I{}ux@eٳkUókó?zcOw䳥ﳥ@?Xt³r*x4c泥\=A J(糥lS^@Ƴ4γ qk賥ܳ賥Ƴ}MM賥賥ҳ۳=@ųyaͳѳmok˳5u賥賥y/賥X賥8³H^j̳񳥘!Pҳ!鳥!z_]jԳ}ShsdZ⳥} sfdzJY8[M=*dz:"# +yى˳+<[~hu[wI!9' Գk䳥M`=$,D۳ͳb6ֹγt+YMԳKp}J! (|?p\ӳaI[D賥,x賥O298賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥-׋賥賥賥賤f_賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賤nZlij'+賥賥賥賤=1 7賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賣Y쳣ʳdz賥賥賥賣;\.y賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥&Ĉ6`&'&w']' I'&#{&7a&E'''6I'j'(bP((~()6)(n)0(0Df(3(Lz(_)Pq)L@)G)j*&LNC&L'NR_'Z'fW(f\&A⦘o&%9'}$(Qw'()S(jm(ΥE(u(Cb)))2)?)Z()D(0)@)V!))l)&6)g))d)ƾ?)>*.5%**G +) /)P)*^*"H*cL*8O**p +**v*D*٨1+&*+%£*Xs*B**+T+=;+!o+W)*)ߗX*"Ic*N}* *f +*4J)j*3 U*O*Clp*}u*D*F*(*+]*m+e+6+tP+K5+G*+&+xo+7i]+bԦ++zR"++[M% 8%'(7'6(C3ݥOi5yG'n(K'3(Mb()q(S)* +)J)K)O)Җ(8)3}(@)8l.)dt)$))4ӧاE'_"k(F'D(4ζIר^B&&?V(a܀'t()8(q)3>))]()yk)Y(P)&b9()m)rl)q&)z)h*+!*R\**`*W*s**4*#*lv*)*u**.*8U*|++H!+W+Xq +_++Q+Jc+&+gV+0y+uH++ +wZ+*+*{*+W*}˨*+ZA*Y+=*'q*|4g* *v*7 +*+ &+8++?E++Z@+7+@+]+C ++F+H+Y++=+ +=M ++vj+Zu++zM+d+IW+,++ն+f+|a+(,n+f]+u,, ܝ,_,=,v,,s,)pf9ʨ˨dWGS"',@IOިΨ@]ݨӨ?(N"(˸'_()U)sW)'f)>YO.(v(Yj@"Q(G){(MH):s ɍuλۨGҗbQ +G,/%Ѧ8#Ewϩ_8FjN"Ch(w(bE*Y)s)>FD3dO)z)(ej)I%*\*q*$ +*Z>*E*N*$7*=)XG*&1)i)"*Q0 *w*!<+*@ʶ>)©8y';)Cŧfj(bz(܈R 9ϙ(O;='x')) N):H))T*)O)))Sgp(t)))L)QD)X,,+,Tw, r+0|+!C++ +%++fZ+'.+t*+^++q+]++~J++3[3+B++>+L<+R+#A+(+3+T+T+Rą+*?+(ʛ**Wg**`+%+I*4*K*j*\*[Y)*p2**0**++*׃*"+*sH*n*UQ*j*9*B2***7**|v**A^*:ܐ* !*#o*F)*M*{k*9)ǃT)})q))H)))Q*P*P"*!*!&j*L,*Ei* *)) +)b).1))ާ))F*q*<*2#w*;* +'*#)).f))3})T))e+賥賥k"гܳųu_Ƴ+Ƴ!r8hXϳճuy޳^IsSi[ ̳7};*~jܳGbhlCtC泥 +M-b׳[a:&'VDzvIoLγ:ȳzȳ+G^1O;QFL.⌳  j೤iga􍳣P kh˸m~鳣Gܳ_CMೡɳoeӳ4,{K-mFPdD]>ָܳCC "K賥賥賥賡bT賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賠;$峟󔳞S賥賥賥賟cg@賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賞,賝A賥賥賥賥賝.賜հ賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賜s賜dP賥賥賥賥賜gﳥ賜賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥峥\ӳFJN:@%aZ޳$7l 8R䳥糥Ldzd[lLƳmPzo}^x.t4l* F +}bt_vֳepgQ'ɳxt+̳D׳Iuwd0 UD䳣e곢bEriRW޷cϳCfxiA w쮳'=š)W}87]Phk_g:᳤Ƴ 6'K³Eɳ[=z.;&:k1x䳥srֳkϳj`2a]Vm2dFg3^۳ZEOT{IγYZNQmгeJzYHL#D㳥FuUGgNγ_bc['_FXP߳GkOK]cW\ܳ[峥TSW[A[~E|GJ泥MP_VRcS۳W]1a_^l~jftٳ^ɳy᳥ZΙP+ =y 8x;R_mGGҖV)RP(2al&v+%x񳥫xtx|^t^ٳKBڳdA4 1ixr[tq^A+_\JJгƣs1賥賝X賟OP{ .賟賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賡NiiOF{ v0G1\帳X񳥰賡o賥賥賥賥賢*T1Ƴȹ[賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賣(=bOȳ˝bLw1ss4#=f_ JM(h쳣Z賣SRZ\\/ݳ%볤aXh_޳˳%ͫ +5G!z î:>/]nk߫gᚔ_Ħ/Э5BL3 Rsr}"ۄ$ݪ<(GέQ7?2]ϭVYY9D53ȭ\ ^:Y­8׭TC}Lɭ1jYa6٭c|D>g"eggB@@@ E!ݭ6nio<6>v<n}@;DA׬=& ǫ#;E7k7)ͫLzo&ͫmqǫ89Mѫ}ޫ xëYg|aFgGdv1:Z36̫ +ë^k,ϫ/uΈ +- hM;bo=r}65Xilɫ5$6ݫ iQm߫ ذથ"x[yS;*Crtbv87rr ˁ:K + EȤX⩗%\QCD#~%B Ӯ sA箟WȮ rMiMޭ@/PÍ +~KiGkЏEx+m⹭oH G2)&C'A +WˈҭGo筐#ڭr't`fLoYvNyPRcNh+-j`J(I*u QP 9 Czx0`QCt#4$Eg{`], 4?ެ a򸬙̬xyatirCfѬDPpv8٬F@AEV&-ܫgZ9 #t>k?~ëDjE,=4omiŪ娀ȩ嬨$ASŪW*@B?u +&"A@Nz BhQ>O\}qk;ĚTDr ,"wtsV<]>=1lrpū:pb;s0tɪJTX䪧<]קDnΪ} +ͪ}ɡ=ꐫu=>oTɠm᪩RB3ɪ]nv?X~hE~ͪ>u>O h Ѫ>W ʆ ݩǩ^{~{6|%<΢<z 燪 lhv=k )p8{~ؤ^Qοg6ǩ]],C , !ө^Q 5! 7h0¨.jjл(J^ݧ^f!"!!_n^©!K 0)&ʄhרvݨii${$gGci\x$ #ʧ䗸6%ZJw\̪;?c?; * ? M ץ温R] ]xܗ^%^l 8 V]֗ ̨Z¨?,Bfr:x`(\_]3Nd$ͩ\&t_ZD8bѨ.=9dNe*P ` VcuaccQceߨ"YcghEk#:"٧`fP"Ĩ!o̧cPVW8PMX+Ytl8ZWv5cqƕA,M2h & :SU'jlOR8G&¨iæ-Sͦꦃ0a1X.g`/+C{Jz 9HQoFsF@+OdG`qkzpDx1RJe]O^ŲZ粏T󷲯V1s򬲛.'$aԲӱyyၱƲ.GܲC>沊ygM6!'k`\=W/²h +JAD>XSQh nfBh޳&O%2M~< Y@j׳%[E uj.Li+pdz8\޳)J41=@JVH`LQ9DkCMiOt_X%Vm`]V)'׳48ֳ62B'A,K!\3"?R>X IJSWR*[{LIUTY]~_kitr[\mƳhg)rqsܳ}dO|so{)s휲܁C8ų혲&\8 ޳ܳ.ܳ[$2"o0?1=@<ȳGؔ0ʳ;;1ҳFjG""QpPYP=+-:9?ɳD;+,ij8'7C}CɳN^bM,VE%ֳP`O%5WbXcchѳbgnQ7W:aݔ`ʳl蘳mxwPJڳIaRUQZuaZֳfiemq=Zddc4oʶpz5yX>r +{z䙳.3޳&׳oG7޳܇me,nrx]xw㕳ɳ8l䳄j907߳ug_nm賌-볋³7k%/nⳞ~ 1賞LeB쳞dzび㳠 ٳw糡u{TD=Yd泍}ɳﳖU`۳{a 0qRO83)L9kgP􈳞 aiP˳ 577"۳3߳ mܳ)+糠eҳAֳ4w}򳡄} ]bntճn޳NT&̳ 6쳟|lZIj~&5ou'@D6,*\#Lⳤsس#l۳p³7jfܳUgPg̳Mȳ ⳝSI䳞ϳ4vﳞ,N6R\N8<%JB42n5W쳢O`Zq{U򳑆\ƳmгYF 2XҳI+޳5BcR᳝*@%5w> b2u7 +س}}lҳγXڳ6ϳpʳ " @ೢtij5䳞Z 2=28ʳ,b1Գ(G"('Ƴ߳/.ͳ4ȳ+JZMMjY>Y6ֳ؎H Iz}۳Wy׳ U3Vb2ѳųW泤u泤Fd3׆ ֳ33vRҳR峥mw +RQ^*eڳ_γG HYV @dDjϳHﳣx|, +㳤Pa,:^_t㳢<")@u\泣ͳE[h\Vݳ^8vTl + dz3\ n335QгQlbbz볤ۉܤ ]4B  +x34 RsR0li5 SaS lóm̳l~糥~ӳγ3ųR +QڳlMlT~~ijl[~ݳ~쳥ȳٳ볥Dij̳!S.cZ賥Zi6~ ϳ3B33iRCR`l泥3(RR&ll~쳥l(F% 03RRm9mxMmbѳm^mг7Bb泥&ܳ׳_PqjʳԳ~ +ȳl򳥪೥㳥糥볥lnҳͳ𳥭ֳȳówzqsTUVX&&B«m't?cH{tI葫Dګx9TS廘- +s18F +٪JѪªP.U TN e#B`;o!֪^9ȴ)Ӫbf>-bzjZu^B'Q`$ +|[YĴ*V`䩼c@KidMQVEMUK@ڪS"ȩ=]xl RP$é> A̩qx¹5X0שʩ:Qf +|Ǡר=-Ǩ㕨K"sOeۉT JۜǨcz_kpcY5Xt +[}0[@ީ:e`[.hW᝛1}=pf/d̨!*M")1 +gbd"֨#2][;d^\CѨL a 霧˧P}mVva0NΧSPE*TJl 30gơc2Ʀ;Y5h[ Yt}X6PʞŧZu!,1ˀզjp8ǦɄvZ֣76' ]å¦8EXyu)!TҎUhw AͨvB="Ϩ TèF [b"@ +$鰧Ag^[9Hק4ɣdz榭m=}2DX@ptF$uL'tH`UE/' qͦ9Kp f" uئ$.0y/}9*S'[3ⴀ ,xڥA @$ GJZSĦoe'j]0YХ!SzHWe,Kk;(? qť327;!/yHĤڦPQLY攣ŜBAE4ҤG4VReդ⇤Ѥ[̤YΤ + pqSK?£b#7W_Z z}ѣ\̣^̣ +z ̢¢9PEG͕ҦЦ2y0ArB4 ֗(qťP=ʥQLENtaq^G__/ۤE c4ѤaΤޏOWR)Tn +'b _ѤeX +줳aۤf]fV#+ޣ4GdzQpN giohbQ i$֣iH@ࢲ +ᢱ6ېm\(!(!!PG !R!n!b!" +!!(!͡")G"# "b"d"" p"^'"N"*""E"(#!,Z!IG!p32!4(!\z"7p"f"i!G[!!2"5":"yG"U?""f"ɛ "#ڣ##R2#;#2"2#"#:<#h###x7D̡N?[[\(jࠪ!G[넡gӜ(e+e(aŽ  += !; Jz!o[+^Hz>)""! "Tz# z#PG# =#Zz#L##`#"}#L"f#ˏ#`#2##l+254((#&EaG!GF~࣢qꄣG(< 3"pk##V+"bᣢrGQ䄤0nM GXZ?Qgbij`jU?곢-BԳ*n"sGd{ +aⳣTYP8^Gڳ@ɳ,ƳXEVL֤92г.[,'{ֳ !鈳v=CT@6v= >ٳ[mZq泤ӳ<+(NHj$޳!γDEaų_ɳv0K.eڳc?xyuD೥wcnG̳kB^4\sʳt߳tr߳4l8ϳ(a 糥7سcM곤w~穳=:~7ӳ9nVUѳn;XWp:pʳ׳o_ų7#UTLn>n*[m쳥Z4& Oo?ݳųra_k𳥪賥"L(a^.𳥥 dzڳ4$ճܳϳ賥mi񳥨㳥೥ܳٳdb곥geﳥNL쳥KJ೥쳥EfƳ|@tij#볥󳥫ֳ@TMA16+糥񳥯R}$׳ ɳѳy߳ ^[YV峥njfbó賥dzų賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥泥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥ótqTRQO⳥㳥䳥賥賥賥⳥賥賥賥賥賥賥賥᳥᳥賥賥賥೥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥峥𳥗޳'9RLNݳݳT㳥߳׳׳ֳֳ`a鳥P೥㳥׳ٳ۳޳dfbc볥곥JK쳥LM᳥a`鳥곥JI鳥IJ߳߳߳賥賥賥߳賥賥賥賥賥賥賥೥೥賥賥賥᳥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥gi񳥯ﳥNO󳥰QS䳥⳥⳥賥賥賥㳥賥賥賥賥賥賥賥泥䳥賥賥賥糥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥0OW !Ĭ ϫS%#X<8㫅YޫL]N>VګI,JT@Uzժ.BvݪD"PF"Rv$I|Ȫ! |!e󈙪$ԪE᪇|DIЪZ[FVED-;ԛ Hª̎#sԩD_wm@ BVmA3ܪ3ѬC){JAѻ,wߩ \uN;^^˩\f,\dZ9W\,,5FlmiW_Ӡ{ ]]/Y;c'^Hz)> )T=_ TA./ި_5___ Gݨ]Ͳ)6H mDMK/gځ˪O@﷪ǖ܆ضةb` !ԩ 8c|D՘r_8h τHmԨN:̨a!xaټ lڵ `}|ڊW܄ٿD$i̧L3۹tN\P ҧ [M ﭧ >ئ$}ͦ{6'䒧ѧѧ"JpΧKp +5` jxR(I֧-vt"zxB%.&@TGN#zyֳ٥977tzѦW*ʦ,+HA]ͦ)M:8ݥw@>>BJ̥DBz|<]N?Pbz35;KM5ڣAݥ<È:'`ĤhvFۤk߇)BDc VI' M2I|F[DARN"z4<65}񤖀?£jB>e֢(1z؜z3`곞R&8<]Hy⓳峢{dʳ˳kyq/򰳣/Qg"NP볡۳7fY ^Rl׳HTTTBEHK_ӳ̳+0ҳ./ڳPPlSSՊ|G2ԯL12IRLRmU2泥RȳRmm峥mp ѳ1iQQ]lسm곥̳lwi~ݳӳ$۳峥JXﳥ"`eae?mpZ̳0-)ȳXz++,$Nk賥賥.OObkJkȳ~⳥Fjѳ賥賥賥賥賥賥賥)賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥b賥賥g賥賥賥賥賥賥賥賥賥賥i賥賥#賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥⳥&˳4Aֳ߳AM.:峥޳ϳ𳥮 ֳӳ糥SZܳ!⳥߳ٳ +abdfijų賥˳}Z\]_賥賥賥賥賥賥賥賥賥賥賥賥賥賥³ó賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥h賥賥賥賥賥賥賥賥賥賥Ƴ賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥R֤pJF#MkTṆQ[}(3pNGL=<W +̢@[/zFI<࣡C֡#2?Ž9g2t: =S2U 7J_# G)¡$zs2֡4+.nQ[zzK.h2p ̠¡=K筡F2 +陠(K~GL̠ð322% 6f&1zS̡doffC=.mprqꡳ¡mzFQ|(e =O,$ztz G֡*SM¡1ʗ(ů.^e^ok;1G֢gF=ε4z XQfG2kq9O(Hfe'eJs2{ٙpQ_ zR?%2ꡢh=GNfe¡5W ֢V "I. (C~ey%OQZ:,phZp_^*7;VwhiN;rT=@1U5`e 32Ǥ:VFg>=^x} V_Ҥ Xu6tmi ɤ7G #؂#%Y2k_Hrܖ+0ˑ 78i6q kܡ8. Trc*B=kBߥH {᥸Kȥ %ebgݥC1:)8a6ḅbẸ뎣qz¢7## +^B-=Xe ="ۤd$ĥdۥ]z׊:"m٥K0Bƈwd &N ޕ.!ӦMZ5~9:"lݦT(V^#"<쥩s82@9:pL͈ -*U]19Qlzl<1 B]Ӧ/ǦMΦjK^* m)4󏦧賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥߳賥賥賥賥賥賥᳥ϳ泥гȳ賥賥賥߳ݳijƳ峥ʳҳ|[R&}RY(#곥ﳥ賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥ܳ賥̳賥賥賥賥ڳ̳賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥޳賥Գ賥賥賥賥賥賥ewDt['A 4̳g~!糥nC޳ +^}J)賥̳o:賥賥鳥@zֳk?Z󳥯@ֳi񳥰賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥X׳賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥D٣7`yϣB ṂON"R[T r +z̢Qz_ BQg(~t(NG*HzzY<7 +Go^q09̣z,=9MNjַNDˡVz([QU\(ҏ+2ff` WG!H !6!4Q![!Lz!NeF]Q$ QGNL({23֡ +;epF'{hz)[b|[9VkJ™?֢l\( E㙢i[!J"-- e !tz!f!YG!!"(G"}!"4,",ގ"{Q""",#":2" "}# "~#,#L#f# #I#7e#@#z#ʚ#L#՝BH~ qŽ [!(][ > !7%b%2$a%*%%@%dy%~%~ +%V4XpZ끤8'˥٥_L$Ke$6%#=%e%8%Kk%]%|ݥb1#cu$%Ed%T%֭&f&FUY&g&P/"&r&mN%f|%%mX%U%b&T&&Ch%Ƿz&%:& }c&);&Y&2&cX&PjE&&|G&ث&&H&'&&&)&+&&' Θ&{|' $H $ɝ$eTS$$P $$%h$ʄ$ $C$4$Q%%0%+%%O%)ϒ%[ '%% %Tr%G%:-%lP%W%4N%:%Ƅ%%ˑ$&% %:%@\%/<%Y%n[%=%\%%C%õ%_%ͺd%&a%d%=%4%%/%y&I&([%L& &0i&R&2}&Rގ&yٳ&%?l&&n%& &&3&a&0U&Z%歇&4R%&H&.&Su&3&Uv&p&&֜&l&w'&&`&~1&d&|q*&&4&!b&&a&z&+v&70&VZ&II&k&xp& &v<&?&Sl&&T&%&n'&&b&&&]J&&Ǹ&}&[9&c4'$'&''.'<'"=" e"e#%# `#^f#gK##%4#h#a҄##e##$V-##Ve#۾L$$ $<$I$$$Q1I$Q$|$$t$k$$v#(##e$$E$Ky$=:$/#$)$2$Lfh$m3X$-I$m$$C$Z$${$ƛ%(%#%Y$%&%d%99%L7%9%yQ%&$z$3$څ$$% D%BR%Fz$%#K^%(Ǻ%]%Tl%w%%%3i%e_%}/%^%%Z[%e%;\%.%#%l&& &.%V&;&h-%^%%Z%;%%q%V&n%s%/W%ڂ&p&d&A'&83&k&&C4 &E&y&u&tlN&&&&vUt&&&CU&~&ȼ&'k$%$mt$5$`$9$ $%2$:$1$.$̔$Ɔ% $ij%|B% {%Z%5%x%#% /%r%r%E %͒%Jo%M%%\%(&u+$ $`V#Q$ $SK%$~$JX o\M#~$cI}%A %l%#w%t%ƒ&`%uI%$׺j%4# 7$ݙ%o%%#AE%I&A|&(&M5&A&Z&+&z&&$&W?&/&g& 3&q&&&.&&F'' ',L' 'G_Z&/'v&'c'4E'a'FQ'wy +&2&n)&+L&g&w&*&*&L & &PX%ݑ&$f&&@ &iP&'}'&4'$'(W'R''Va '&'!&''P''<m's%f& +&&A&)&Mq&l:&!&W\&.&S&J&&&Փ'M&w8&&od&&'&%&' Y&ss' +6'`'7$'#.'?X'XK'}& &|z&큊'' +'& '/ȇ'S'_('3'2o'ZSU'Z#'k'5'5r'G_'m'}''v$'G' +A'p'%'~'֝'\'`{($( +m!(%D?&Y' '$'>''2c'Y'xH'^''8'$'qE'']'џ'I5q'_'%''v'''*'2'(('(3X((n(='''ұ((8(L(*(F((9(Dv(iݼ(Z׳(A(m((/ 7(HŠ(fU((d_((/(rw((`(((]`(F(>>)(V'T'@'u''J''l^'ȫ'I' '#''3(R'(')( ((&((?(J7(IG3(s(Z(A(3(](lv(((kj''3' =' ?(@((()>'M'm'8'(6(,"(l`(%w(F<(u߃(S(E(({(jT( +(Y7V((R(t((\((~(r{O((((ov((ޝ(Z((ҭ(ʴ( +()[))-r(A) +T)))))4)BI,)Zʽ).گ)I)JG~)h2^)es)1)) $(h) +*{(h)9)%.)B)31)R^i)})Z)_a)0~)::)Y)8I%)V=)a))r")C)g)).g)/ )y))t8)i'))p))Op賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥Գ᳥ʳ賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥۳賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥೥᳥ó賥ͳݳdz賥賥賥賥賥賥ҳ䳥aq賥賥]O賥d³EXMȳs:c+糥4[ӳڳ*]*쳥泥%賥賥賥賥賥賥賥泥賥賥賥賥賥ܳ⳥̳ճγųo賥೥׳˳wmL!brJ;D볥糥^ \&Z(䳥볥T&E𳥯㳥%=γbNUZ W#ݳ|adJȳuֳj5볥ճ]Cpo&賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥γѳ賥س⳥ų賥賥賥賥賥೥س賥ҳγȳo@]P+𳥯ֳ~}IIPa&˳ܳ{ȳij`j賥^f볥q]⳥賥賥賥賥賥賥賥泥賥賥賥賥賥߳賥޳ӳdzw[Ey9賥賥賥賥賥峥賥賥賥賥賥賥賥賥賥賥ѳ{6D賥dz賥賥iҳ=˳(\س쳥'X䳥0ikNʳ곥ҳ~Z׳泥w泥48^ m׳Z?U/󳥩bֳ,e򳥫Q쳥Z,˳zCس[ hc 1,óXƳvͳ泥:賥ӳݳ糥iWL#6⳥]yԳﳥ-N泥ϳ[糥UY=糥᳥ܳ@³KгﳥԳ5?ҳ@dzi ٳP/󳥚@4I_ +@+Gzót2泥⳥8гij6곥 ѳLGֳ'̳0곥೥kY_w˳[|߳/:R*ts];(ijڳ쳥v'ȳC{cP|{Nssiji}ҳv9sγj⳥ofaY'i_N_(TKUKrI|?:䳥v|rm,aƳg!\yҳp"zgpdYeaZVóKPD೥@7:ó0᳥M鳥BO׳E90̳= +6c%& Wǥ݀&TJ& &\&.&&'<& '"'79F'f $쮤&ةW'g&/&'G''Qi''3'F'Q''7d(0''4('"'I'`θ''x(d'A'*V'P''l'Jٷ'}A''s''E'ΛU''ڍ'5*(=(jc(F'P'y{''ǽ'('(z&z':qs''ܳ ''3( (/q(Sb( (w#(;(>a(c/ (\ (~(O(6 (Y(](r(Y(((((V(~}((ˊ((L(-|(If(/(I*m(gZ(x(c](}w('(<(On(&ߕ(S[(h(8;Y(Hk((d(6(_((Du( G(%(|(nK(X(e(b( (p(yM'C':' 4_'%#']'+l'@R']&' &=&b'!T'4''*'h'O'|''ƅ'߉'_''GI'XI'V+'q'fC'o'C'& &;&&&&i&&P''@'F5'Mh'^''N)'GAT&ߢ&'x& &&{&2s&$HQ&K &'6'[&1;M&'&nPO'$( '-Q'g(Y(' +'؎S's'p,B&J&C'd'P{&ܒh(((/'ۡe';(5J (94H'׬o'ѡY'4b' &Ͽ&qWէXJz+"2bҥŌbMjzd%/O U +u4ݧ槓+U; ] a%6)z姻w'(G(OF((4(S%(S(tt(2((c(eM(ٱd(g(Z( )(1).)")4I))(9)DQ)R-( +(Y[) +͇)(q()I) s)2V):N)])d/?)>T)?,)g#m)e'# &'T'r%Sש''gI(N (F6(d((9F()(~(u [ϧk'7,& +'Ie&Z2u<(t(F +(B(Eq'&&C(<'*((?)t)I(<>(f)l(.)=u)7)_)Idr)!D) q)0L4)5Q((o(m(!(;k'B-(o(*z(r( ('( S(W(R=(~(q H)I)])rO)ͼ)o)A)}i)P)Z))c)|>)|)&) ^))))RL)@H)%|)I)M)p)x)4)q))))!)I))K)W)m)7)u)C)j)!)!)m)~))E)%)E)]))2)6))7))<))3)UM)y#)#))Z)~,)%)h`)ql)V8)|)_W):))@)"w)#)b1))_~)AÃ)"q)>"))ZA(ԷU)o (߄(m(q +(R(~t)8()h(,(2)(D((<)z`L)W)m()K+)6_)Z)+<) )\*)<)H)*R)))T)j(n(z('?(4((08( ("(q>z(E(((((_t(~1(MX$Љ֧5pe8<ݨSt&X'Qz'b>'?& &= +|& k'wL'-,&&,;Ц__Sn?fhGe¦|R| +v TfȞC'(ڥ5#1G %&K_#ce%+?@lCW +#bQ7'S(E( (PG(_E'җS''醄'(S("H$(Q("f''v''E'Ei}&'pi'$'&&&֔y&O'Ǣ'?Q' 'Nb'9&\'&Xp(I0( +(?dk(+'"'T'p'u(2( ($=(': +'|'ў'''U' 'U'x&`'e&='c'Q'-'H]'I&'&$ʥn&e%:s3 +I^IE&T|%T&s&#%*"k%y^%ζxqZܥɥzzig@ ZkNMz-ٶDe_?y.B+&T&H&Yi&_%n%y^&G%3&&lp&&pv&%ȅ&&%$'4`%*$XȨS54Mz%iY$w%%t#OR=$^##FK*_!n೥𳥭Z³Vҳ賥ȳ7+J`J*̳Gڳ\:ϳ361LARrSaA곥 ҳ賥泥o*rS0ճNxֳ̳޳?#'᳥7"񳥛P鳥1ѳ; ųųϳOH:  I{񳥭iճ@3Ƴ^ij̳OƳó\۳?ڳƳ糥򳥬ֳT쳥8O⳥I\쳥泥ϳų곥óϳv(BڳƳa +ܳճkӳ峥-8>oϳ׳糥6#q賥S賥E쳥a᳥WdԳڳg,=䳥Mӳ6峥z3w೥nҳa'pѳhz'{d[wt󳥀RB`㳥Y24!bSbMs?rPݳxrųt ೥Gj׳ͳ(z`Nt9׳ճ"س峥糥Lf@᳥㳥ͳ5I޳GϳAFijGvz{~䳥޳ϳ^JNm돳FR,ϳgGxU].}쳥g.} MԳNXѳP˳hxU,H<$e#^"a"2# *'1-Y%u'X,/`&-d'07?AT:wE-䳥6o5>1@HKHTT QCZLqW㳥dmo{bcnJѳVK*Wdzbnc^o]y㳥wϳ೥ϳxyL,$MUZ0RP^f#r jWuYXd_ųjoųyTu$~| +Zȳo\ݳD򳥘߳3NK³سZRʳ۳5޳,Au ̳<гW۳׳ٳ䳥s!Eɳ賥ڳ3ųv賥Y:γ賥賥nz޳賥賥Գʳ񳥯ɳK$yrq_賥賥ͳ賥賥賥賥賥賥ֳ賥賥賥[?yjZ+sdkCJ˼|>7F%"1I81$=xK q.Y<T= O!k^ +/,&ɦ3Y/EgJ봦0bMŊ-榆>{GqǦďܯWF +F I.ϧ!ى=#Nu%M~h%to5M&J&d:%%⦦ !a{QH>&`&&"W&~C''H &'HsfӦZ%GP& ]Ѧ2";M^ JnܧX6rz+q]꧑ ۧJ5ڧ cj +}{qtYN(+&2DTb]nJ̌/٦,20緧 ⳧\!W*⿧PB3n>C3WDW=˧9_+䉧|glL1n_ l6JN1ɤB~Z`xo}\ * Q83[\槁o]R*ZcԢݡبu%4'h<82=:맷+HǨ"mAS#Eh?CCiDe8(8|'Y,بe^}6˨ɠ⨲%*.mz3")v4,YHC+p`8l4 W_L.`HਘunV͋uèǐWOߩ>(緙I #sIB's''6L'y'?('-'\=&ֲ&u@-\'.4'Fm"}%9[(=(s^n(e(GR(((S('s(Ӕ&Fq'OK(8s(u"'( 3k7 Fgǧo  t=Tبejii(y2Ϩ|F4ΨΌ &B(v!R֨)w8`I W(\)(0((),T)HM))/zG((ƒ(G9(|(9o)+(x( +)c)|h=)GU)\{)R)\t)mc)7)"H)4(K~))Pv)f-)/"n)B'['; tzSq(<(|'V(9=ߨN|btdm'SΨ ߧGR(]f(U(v)l() )$(((+(c''?~'(o(|(H(8.Sۨ%ݥP3En @̞ ZzgĨyD݇ң;P뚩X@ک! aeH k (W>5שoh-Dߩ62S-Ls5r2q1ө٩ 0 dD: t # ~VoP4Ũ흨QlYG度m.:qc.Q*{ۏcK '5곦d'^()s'>'ǁ]|vTdfA '>I3 +&$ϛEiY94gObbӦ\PVL&TewĨCxX%YA}%\_br3C֨PקiU$i᧓C8_p9UcBed\U>υBDV<3è72z,n:aǐ[?㨜gVǨըϲLڨo[7ᙨUᨉ*tSZS0?3墩R(-T \_%!̓ؗg/lP4hۨZo|N0P2Y>]ڳ  +ĩuϨDߡ)$s˜ 36/Ǩ.<ї +pMިUA)E8r*p ,Xzۛz$`]6[10/UMK*֨+Q#U7ܨKhۨT eIp=β'=EH- 1 ;Ψf m ᭵~Ϩtm+J]T֨/˥B_sc+LNX.b(p MxɋXħ_?k}F>Kp7a{[{7ue- $-c22u1{媧%ŧ٧XݧAŧ1 +{u_x l ChR=Oڂ j9yzvJZSq:/إ$ĺ僧 d1Dv"gR<6ا<7ͳ쳥kj9᳥^޳ųóӳ*@泥UnųEaֳ^ʳ]~ ^̳[1v +s7⳥T[ų:76}ϳt?K{Ji_rhѳڳ\}muHK.VXL`UXE?ʳR:I;n f})rʳ\ͳUehaҳ lbijxeγj ~೥uo|c,7=7F"γziqi0)>ͳ"+ó8ys񳥄ClF⳥d]AlsKֳ곥T +ȳ>e=f޳ȳdzųh ߳"=ϳoʳ³t?³ ѳdV /f&賥9_ X賥۳iBR1FytʳG볥곥n^F?賥~}賥賥賥賥賥賥賥賥.\={Uֳ䳥賥賥&泥賥?賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥㳥̳]gne.(ϳ̳3w$(n)賥賥賥賥RG賥賥賥賥賥賥賥賥賥賥8LjƳ賥賥賥賥U賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥@= `ҳYS_;Gv0?ѳسV:Q%೥Hg!Lk I׳Uij⳥Zp[j۳G_Szkͳ8% ֳmӳ(̳-ֳPJxwڳ$_4c곥BrNY]鳥o᳥>鳥)Գk.h賥賥賥賥'賥;賥賥賥賥賥賥賥賥zJ>賥l賥賥ϳ4 賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥ӳX$ѳ賥aZ~೥RWԳϳ:Gﳥ>峥⳥834賥oֳ賥賥賥賥=r賥賥>TƳճ쳥,8Z)c)ɻ)k) )>)6) )U)tA)y)Np)S4)wJ)mF)QP9)Hc)))s)i)mU)O/)Pd)6)]])Ia):)),)3*)]))))lm). G)) +c),co)%Y) +D>)1(#(`(4((1(e(@()5() \(d((K(c("p(H(X((h(j(:(σ((ja)2)el)P*)N"((m(vR(})L2(V(?w(b(4(b(&(C( ((W(y (d4(9(K<(&r(/(Zxb(d]b(= (42(|((;((O,(9(ߗ((h8(f»(DV(Ĵ(^<(O2(5,(?($y(/c(O(C(#(&R( Tc('x''/( fC''Z'9i'ɔ'V?''<@(Q?(j +( +`R(#!(uZ(ub(2(6x'''3''1Z('D'z(m:B(_(3(+(Mw(:,( !b(((Z'ĥ6'Ý'7h'l'z'.&'(&(w('(' ''f'҃'[7'4'p'D'='7's''j'/''ʼn's'oJ'K@'F'e'Vk';,'E'('!_' +#V'B'lm'D?'7'W'A'(''' '&چ7&'@&F&8&P'+'8'>)&N'&&п&W&Y&&5&+&&&0&](0'(i'^'' ''9 ''!#']'w''('!'f 'r`'< '_'/M='"&ۢ_'&Q'K' '7'.&W&uo&⭵&'4j''v'(u'|('LE']C'3xQ'F'i'q~'HqF'?o'd'$)'5'#''&& & +&&^& +&E&E'&X&$&t=3&&Sh& x&m&&c&'%:q&#%3&&Vl&&FL&%e\&Ns%%u%7g%j%G$$4$I$\,%;%K/%%G%Y1$R%$&o&3&UF& L&%3%%q&;dH& ڪ&"/%%Ӵ%%Ϊ%j%%> %z}%0%{$^$_$%`3%%FW'% $ݟ{$Jm$$D'Ls3'*'+e 'غ' &u&&b'8&v&鉻&D&$&E&{&&K&m&X/&x(&g&4&C=&&V&O +,&U&* %7&'X%_@&&Φ&:&c&}l&WLK&S&-&q&Jm&=-&Ym&(& +Me&P%&.H& +& Y%I%;%֝%vM%½%[%%-%D%#%_8%aQ%0.& J%%%%&%k%P%I$%s%%j%y%c<%)@%<% %%,*$%^$>$7$s6Q$$T#$z$$ta$$$5m$X2$'c%%L0%X%%k%$R$}$%-a%(% Kv$Ҩ$h0$ +$$oF$$yZ$6$K $3G#.[$}#o-$_r$#[$2 $#W#u##̦`u煉x/%æ"^ү!r˦dئB.TeΣ&8A&y+U%& +&XD&hI&4&MUW%dCfzao%cr%O%"W^%妰Z6kv( xAxp-OϠ4r82p/va(⛥xd!g;ẾA{$$ \Afj6ټqZ!&b&&Y4&[&&r&T&H&&N%%&&E0%\S% &x&_&9CY&'l&De&*տ&&F&A%%%C%ܤ%7%%q%;%l@$c$8%K%"%g%+S$5iId4$~$^#kQ$I&%o%y%.ξ%)8%e %MD%C%$$($|B$Z$ $ƺ$T$>UpFhN ͦPݦ7uy{ӦIإSY,# e +b"Y!n;gec'å6a֥SȥեTl? q0ׁ}K3Y]sT#B֥-,̥~AN$ʥ _s%0O2% +y%A$P%!%$`k$$4$$S$x%4#%>g%m$Q%.$ۃ$$$$rY$s8$Y$$$eHF$=VI$!Hw$$(#`#2#-#l#2B$$K$-$$z̴$9˳AEXOM]|[~N᳥R\x_޳?HKSгR}]\೥f4Xg_dyj쳥g'p@rBxͳkiTx'vSi糥mvzx]x t(c5q-uȳ{׳{鳥峥2ɳԳgHrpIx{/$w2"ɳ泥۳|$f᳥wt:\ ᳥#_ܳX0j:+ +C"Sɳ#Kxdz(S;4WҳO %&䳥o󳥥곥v&ge$s޳}Cwó o?ɳ[-~ѳ]쳥IճJ/ͳ'ٳ^79$񳥥)쳥ﳥ,[^ֳ\,e)g̳y+ͳ \M,X೥ pɳdz RҳP4 Գv]峥0&*l䳥cֳv2'߳ӳBDK˥V=Z3s賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥F賥賥g賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥襗yLlC3K&$y 486йdoJDR,cNuu*Gu%~hD<`Dw4DcGŞ5Qurli.V< Մ-kЭ-s2QLҘ@@H֤8+ѣ pQj,@L[s#=VMzC̙i֣$0(PK@G󙢻}[P̢$(ip, zVaGVfj֣TNSp! p%tꢳ=ꠉA'3֠ܢZn̠ 1z#)B +=}3넟֟Ÿfe`Xz w  N `s2 ^ + > G=p( (.Ž _ c G 2kp =p\(WpaGu}(\()zBQpOfe=pzG32o환 LR#Gp(ffpI̞G2Q ^sFX\(p`fe֠(-W pŸk +=*32bQQkŽ32fF.֟Uz=pmbz֟4Q=GGffp(HQ#((QəG. =ŽPQ}pzFAfeyI324žm[(Ÿ Q32 +<Qꝋ32zfeI>Q[h( \(G9($zGz.z +=ž p\(Gfe 32HM(B[N[֞32ř32\(GFfeŸ(ۅG!GGG֝6feO\(ܣ֜p֝=p((-p32(feQpQzfez#32zpL̝ +<ޏ[(h=pF Ž32z32QŽŽ@̞@޸Q 넝֞z|o\(֝陘RzK +<feG +<7 +<' +=W +zWzp֝vfe]pffϳҳ糥ųس賥賥賥賥賥賥泥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥 zQ賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥Tͫ@M!3+W\+W̯կCۯ(28ǯ]Ю }Ӟrڸڮ +ͮg._Cd 殨YȮo9N+Y}.%ǁ߾pЮ% ƟO㮖_Ѯi/^N8p4c> +k6uoO!m\ /ЭKYXu(Kɮ,̚xGˇԦ{Jx~ciqt:B膭@ѭr}ڭkmNXP&o5V:䟋Afoԣ/5 ([F>Kwg9!R ~qp{R)ܵFdǙ(:^UANHFfR|@~ Niqe}LNlt,DܮuDaT1C GV6 PAto#!@s R󿒭S.,C q]pS&Ԯb4(aRHخ@[\$;疭wk3C]oDf>bR국fqʭ7 HwyېpVSF*tbYH.u ;Bέ-0٭ +O f%VY,ڢ? g-h ܬݹ<l4ʬrh:ӬsOܬfjOB0Bŭ'hKʬ):嬌 ĬP#fF#mF~{C]W$.J[G753A_Dp䀘nc+aެaR$n\\㬌g䬆j\e8iSӬZYԬ.0Gɬ +x Z=1k eUN}M| b.]sKR`CQ̬$e3E #qn9AVsBʫ!4ҪKK)goj LqEϫΫJT^Vͫ %L 0XOѫ NOԪ953%tF1 (/p.C)z)*aOQ)O})l8)F)aH*.*a*$nG +۪u%\jm1)(#)) W2([D)Ll)c +)J)O)z* +b)vH*P*w*.**)`*)ﶝ)5*%b) U))(8 ƫѥ y)}Q_%Ÿҫr3$OA|3Ī' +*/ h5U Ow9/3©TfѨ_IA4a|V&4Qb~ǿ.0uP'Kƪ㔫ªm:6zq}6 OC%k'WϪ]۩̎=e(u6Z(, )#(')Q(3)))J)E)()](䓭)Uo)e)`))P)ٵ)[)~2)s)h)))O)))g)w>))o )[)= h(o)A(q)(c)`])e);{); .(׋) (+()d)u(()Z)F9%).W)0)-g))l() ((T( (\|((Y(h DCJomntIǎfx逭40OZN/e6_C>k]/I!%kr e\a:hNN­ 6)E)}oXxTGyx0A@TQҪaPo*_.ϩ{ĩ5O D~bC:*Gޠ?ӥU&]r2Guf`erӍ}gC 3iҩ\3+d +GeR=x;ĩe F+n(%O+(+Nb\nJV?'}2'eLڏT3©Q=WB{xꛩq>@ߩҨ+ٻ+'#ޢz'oY蒧 #ާs@~#'2O9z'(,(Ѹ({((HT((( (GM(c((-p(c (Q(*-(A(AX(w(v(R (l(@(/( (8E=(i( '(x!'Ε'}'ܭ'x(E'>3' '''Ws'''b'<3'KP'$'qCD'A''+ܦ'Ʋ''P'mt''='Tp'>r'"'ME~'(C'D&'&50& %&7h]ԯ OL`xNK:(01Oz #;&֭x˧736 os &j&*%=P yq&,{%ɨ5kS.ר C+œeӭR>̨.,>M#)Fȧ_ͦ8P?x<5 +ڦ#V8HӳLXȳT5a|CMaPɳMYp\l hgu3gޕv/9qD~,7 FFE>zxɳ999&5Z[óR"r?񵳅KmhZč㪳Tv~YL*2ɳZ +W'{0 z]Z]̳ٳ:&^掳XXD˳Z=g2ֳISD d#ų$˳/6<3<:೥FճN³EOQٳXc|Sb~kWBU{d8daMub/~qr|~Y5`ipNis{w9vij}53V'fcLس_a>nγrM~{}سjx5ur ^xcݳk#7=𳓜?~dxlҁųwس:|뫳\ra= k鳤@X9{ݎf+9'GAǔ+:` +TtRS;i%>TFu45*KPkH?faճkBB{߳CY+uѳoܳٳL JO˳ ׳䶳/a$˳ WL/c7Q㳥wjtzs(䳥#{ڳqijȳCMp5׳K$vbZOv=᳥f-u 㳥׳᳥̳賥ȳ9賥쳥賥bݳm .bb"My/޳o9ﳥ𳥠ϳ4;OR߳>8ٳ-3y\V#?䳥 -㳥9rVȳxElʳ(~+v|#%߳3I 賥賥U߳泥򳥰۳X쳥ƳCx5AmԳ)Oóo䳥۳೥ȳ,e賥賥賥賥;糥n2"`G 泥ʳ>޳3Ƴ"K賥0˳7hJL8Ec泥ٳ³ݳ賥ijҳ޳賥ֳ賥賥賥賥賥賥)o*{* )9*+*)*(***!p/**<*)*%}*a* +*f*j*FW*****`) )Ġ)P*))T))<)Wa)K)<*{r* *)zI)Y), ) +)Ay)炛)L)"))R))<*)lf))*))zm:))Ns)K3)")t8)FP)A*v)s)p(Y((F)%):)P))A)OB)Q<)&)0)Qu7)P)&E)&5)Fo)(˰)%);) (˴(u((8(n ((((ng~(n(3(3}(Ė)$$)F)](=@(e(ӂ(]y(k](3(G(z(dϋ(hD(/_(-(C(mQ(2(1%(?(Yk' 'B'Rn(@$'2'P''@^'Nd'Ly's) ))*)W)b):_)2g))KP{))Bq)O)) +R(a(DZ(s)(ܧ(((t(6+(7(Z(((M(Lb(T71(!(S'u(H((((4(|;(o!(;g((aM(Q(&_(1Tr( ('Ǽ(D( ('?'ɴ'mR'm'u'Qg''"'c'l'.'(&[(`0Z()1(&$'A'''j''\'d' +'''CI'? Y' +H'$'I'F'z'z_&ϑ&H&i' d&K&5&& &H&EΫ& ŏ'~':4'4'sa'&.&7&a&Ѥ&&(&~&R&9&4%)&v&BGf&>?^&H&%Qv% \%|rz&%U%*%r%w%(%%T$V(lU(2(3(a(y'Ñ'ĺ'(Ƴ'Y|'j'E'+n'Pg'P)'Θ'>'N'O' '-P&ҁd&&'&ԏP&&^&&P&&QQ&ϱ'='P'Oo','&&>:&{'Q&/&ѡ&0&&PL&O>&m&7&Qc&Q &&%%Ƴ%1@&R %8%ad%uX%%6Z%5L$&.&N@&O&&% 3%8% _&s%%ƞ"%%%5q%6;$@%<%3%4$Nz$܃$U$э$Q7$pV$G$(_$S¥$RX$ aa$ #%8W%6Sz%6]<$$3$$$TQ$$L$S$TO$T$ +O$ +|#$TMV$ +N$ +###d٭#ec#ĭ#(#e#e##[" " "f&#&M| +&Kf& M&%*%%É& "%%'<% +%O%2t%0D$̓%C%4%3$F$#H$=$$R*$o$2$d$P!$Q$ $(#L%FK%.$%+P$$$$$-D$K$n$$y$FN$IW$& +$T8# $N>$ =$?#Ξ#]#a#_o###]#[MG# Y# Q"""_ $Sm$ +2p$ #Y #[#e}#e#ɏ##d5#c##f2"""e&#" "("eo"fA""!"e["" !a!!S!S!#"""b("d/"32" !PQ"a}" Ə" !t!!Rp!QW tz!!R!R!r! ]p p +=p 2 +u +ٙŽCG(0'0 +'w''F';')'L'g'|(='hؤ'2,'@7b'n2'g&y'XE' '"&&%|&zs&mo&m;&+&й&&XK&b&"Y&7%x'$"&'&m&M+&&^&&@7E&f&rN&]&%&39 &t%p%W&L&& q%%y%f%xP%FU%~%%|%2q%<)%$(($;&vU +&/&(m%d %N%j%s%f#A%%%%WS%_ +%~%)&$%l7%!%$բ$ھ$$|2$>$$T$'$5T$:##β#%O%4% ($9$'M${$~/$++2$3$u**$j$$%###u#Y$00#x#o#z##H[#Cs"#H#=#7[""["2"E"B&JN%%̱ %;%;%l)%Z%P%<%I%6b%&%$r$E$&%'Ȼ$p$$z$4$_$S$P$HM$Gp$:$a$#|#<#i$f"G![!!W[!Ä!@x!:xQ ݵ!9G!G!D> W 2   , {Q k s2b=o5!A!P!NqG <( : l * . & (h8QW $( +=pQpFQ<[<(8֞T9=p.GzQrz$Žff !2z[ zᜌ̞ +<̞-Žt32.Q럎𣟷32\(:QcQ꟪BG ('넠T̠3(m=o(!Tz!2G Q럾Q5넟H32?\(֞ +n֞K +Eif5֛Fw[ǩ,ԩ6{}+FϩΪ)`BMj+~'.թĆ+F_Mȩ>o֩ Q A-4pb $ 4lMڟ ^بf (=8=Kȩ[E͖"tGL_+KM<Ψ!/Ml"\>#oҖ9󔢨o(UᗧFJ`}d 7z911+?eE|qu8?" +tUTSϑXֹ +Rש[SEI@kƃl@oK9 ]Jcj&; fUB+̨1ihꖨq&XU_4bûF0q:ם+E3AK.|ۨ*5u;9㦓>TD@%ק"u!d<%j ;%Cަ/z FC[:Ysb'uE( hd*+۱64M+<F3rac-Uo"n7yfP4{3-A4ܤʥTf{̥ӥ9(ᕤU|7io,)Hէ"OǦ?nH+EqDS|m(BsH僤iߥ{Jeخ(iC'7 +mѢзo5ҏ$D$[$ES$uʑ$$X$o/$P)#$:#G#y$T$B##($[$N$)T$$#{#Kj#p#ּj##:k#O_#y#4 #"۸<# #^~F"2Q#H#e#J#"!N"4e"Mp"kG"".!#$؎"D("j<".""~b<"Ke!v"T-"0!! +mp!E kfq&tC/=$ b|aDZsۄ줚92-lRP7C|7Q#1C[BsZ[J_pؑ{Gu֤ДRv'ґTzF?N衭L7ۣOpqMGKj," 3r>fͧnf׊ɧT]: 3i€}fBh˦զ..,5j̧iv|~H*腧%  ]n/Ur䦛YLjR F?=!%DȘ0pdP = +cwZW] +JpKpO#ѵu&SxD&YƥG2DꙣoJ<$]ѳ#\2wuz@k|dF.o#pt`ۣ*o9(F2󵤑0)'cepqݤ;W??'`uusFuGϣsSē5_kkO\(Xۨ_cåM2ߥ jO\di!>ѥ7/*֥!o8qD(!鄣ѣ룁j~oupģ/VݞĻuk F +<<ܩ"EӤޤ)Ig0ZTV( q]˶ Cc>RI󻤙;TFǤ耤(ۤ3|&.{{ZUU u!U<:xQ륾kvhg?b.f$ۦYӤQ6%L7ä$GA_~ ΥT֥'.ͥO9祂ɥN!z$Ğ9ꓝ =w<[{5lm}+_Hȥǥq/5\E&1jᥠ1ۥTʴz|@ jN:]l̦x:w5VSަ%WLrʦԦѵ@ǦSΧ8W SSDm铤19.worɝK + Iuӥma ,oKNM>9_6&dCz]~u 쯦/ڧ~V.@?{ަJLQD覒٦axկ8EЬƉDXBIUŃ~LPUFtBhw\F +Vͼ[6*Ϩ ~!4z?z>V&B#xFgЧpDħ`QA̪᧯^اz Rk,^8]kfvlHըա5ST}';쩨qaߧ"?$xN4Zf:7̨f܇b{נC4ylO'ը*$0e[LhA(f;hOJUtyٳ.h㠳ICZ賡_ rij3Gݳ(ճ5vٳ^Te;ᆳC³㳤ˀ볥 4Q22&峤س( yNxCn䳤d2g1'ºr$+qOJhճD@_c곥{Hx~ +AXH hɳaݳz:L[ԳUqvfҳԳ>³bt f?γųճmʳo~E#xʳR#泥b "γ곥[d|Zгߤ٭ #vzJLܳ8f`hhسH鳥mF쳥ųpzq߳|vix`s##h7z#N## 3" "("~"<"J"M"p"Bأ"a ["Q!Ž!0" "/G":f!У!g!%z  +࢐ϙr\Q٭X _pԣ ?&d QiKBQ¡[ۧ(ɘKxQҏRG̣ 2]+ + 2Xu跢Q [>Qj~<&iQE=y[:=>({G[~o[\2[ zl:'OI裟9ðv eۤ yGBW(gFR[I-/V(EzSEw:ࢨeQ p|Q; {F27gm棻 Wѣ(MZkqeηL lk>2WҘ2kJ%dr}pʣDz>I=p:nLm.:+ZҤh{ 1IVOQ_$T5ɥI1tե0b籠Zsť֏̦ ϋئDA}2^'6hmXmę(=P)tFæ~|Dq`/mٞs:j<*_bH(gp(´غ+?"e2F [3Qb ̣"£r +^ݣĖ7h'щ܇22G;焤$4cr(.JT䁥襪ȣe[ 2=UL&֣-࣍][QBG~m~ѤJpJ:4G=2IYLࣞL JsIR H>ΤH'pR ' >@ +qC o\:`o>`^ζ48, +L")(PƌqY>R*̪o]JJ@#t"#y橥R 9"S;sG.QVox牦aޭF2,;dG֦Q\&SϦz馠S7G(KGTXTIͧ-ACاV;Qϧ*ߧͶz̨ +̗ em Ň ̘ 6N.맅Yf$hqq `pm'ިp駭[ۧ=Omjj*n聥fץ oF&^"c:xe:ߥK*ѧݷ2KGm^ئkWYFB&2I7i Fo"E%]ѽ 0<6A,S5ާf~tXP%ѧ-Dƻ!5Bhc,}M+-DwɵWrJҌ%aOFu!ב! u>Ԧn) d.|\5M +駧M->W@o_=)_u{كۚAݨ%eF~qoϧϧקɒo@Odޥ Ȩ3ب%!LZ ᨅLGUԨ4dl@m$[Tè_|C먣&7 +X$٩~$׷j٩.6Ϫ $,Ѫת"d00R;:<(C`Ϊ.\?Ԫ\+r8VϪy{5認)Ӫ'MVJHCYpV +=@irP dM߹swéƑN}Bө:,VݎŒ O,%1aYʪIxϩ܅FǮ; + XjFᲪSo:: y ڪM9AvXc|3WC$0Mv8? +'P᪶咪J mNk(D苪 R%Ut1(+ l4ܑ sԪG,Hn٪ ˙賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥ٳ賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥糥س賥߳ȳ賥賥賥׳⳥Ƴɳzf1賥賥賥賥賥賥賥ӳ賥ܳг³泥ѳ}Z/Y4ɳWm;!ݳC +ﳥ_3dz96ݳOȳ*5賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥ɳݳҳ賥賥賥賥賥賥賥泥ɳ賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥⳥᳥賥賥೥᳥賥賥⳥峥賥賥賥賥hJr0峥X곥_O糥A9ӳųsS5pZ곥1гa(u4۳A峥eXó+׳d󳥰1.-0H? >D5>γHT޳󳥯+TgGd=1ɳ.7lzbNqܳ +ͳD +(eγUhIB*Գ糥[vK&ӳWyӳ"x 5j;ճi"볥Գucuͳ kֳﳥH} 泥kܳ.Dr񳥫UwijMXڳjijγ󳥤xKJl볥Pܳórs۳fݳ|$<곥糥 ³e !峥 LaWYd~e?ytԳ:B^7dzճ|)yqKlѳY4R۳hxdM5Ix(vʳtrbD`F೥Ef_\ԳDCuųA1rڳX~HG$xγJ~xu_jI|r>oame,WPRB~yϳoYjsjXaVZ"TγA=LkA5&ڳ\M]G7<vtoj\óVeb{QNijk߳eK]⳥sֳbo C>𳥞򳥠_D?;ɳ׳糥CͳD G(@泥/7"+ɲ֕쳤㳤IMqDKk˳/泤t 𹳤쳥5 VZ{lp +-~T 9$PN$$#z#i-#`#a[#{#b#c"z#d##A"m"B"cQ#("V"p("aF"_" + " !w "b " ~" $!p!-!NŽ!O ˄#d""nQ"e@z"d " "9p!Q"e""ՙ!!!R !R !!P>!Q n ff P $z B % &O[ǭp!!L!MQ p < G ٙ p   ! aGu (#ŽFbfeEQ1 =paG.B # +=eǭffz[32 QGG(}ŽlG L̟.aG[ Epǣ֠ (5G=32p_!!SJ!S!!dz AG p (! + [ )G (328Ž '\(pp""̛.zz'xQQ32QGfe=֟aG *ŽŽ5p7GŽff_\(:2fe<([ XQzៃk322Q".[zŸL̟32(<8n@SK`zE~1o¢Gev9pV$eȇ2QQ|p 6=2n,.^f57GzU֢ e<Ȏ Lc 8֣2q\Q +)̣,G%M T({ࣙŲM*DR!࣡hQ֡ᣄzF̡hQe = +,[mG֢(=zeEG}2rzz5~4zfQszrQ +G2ڣ6<[bzez֣䏣8xG.㙣VS2QÑ e֣^G=_Qz -5k_"UutQE6r`ehÄ!sVp`N-gZp#ǏjfYA %ḲBmg̢ث؎ +pp== [*j%v(R?UQJv=ḥ4[u[O z'꣄£fJLٲQ[."=D[; `=4[2SeXBzK-l_ 2_B,kmeɟQ0(=z}gu˕[K˭ Lۣ#$u֣4֣&#LVw1DwǤ1M=2)LGRxkݤ4<Ǥ^Q0|u^ۤä={)` | :&D8hX-#Ҏ?DKnJ_Yqg`n~)y@6ɤ*ܤߤy_IIGiܤ +<;Uzz[`B1 uLǣV!̣L Go߼Y)֤0Gc.mh,/,tkEBF_bģ 8U,(Cw<ۤNJ Z`lݤ~ES[5:^#Nj`VuXeS2Ƕ +{㨤#^)٤Ü>5SW̤JۤiuMX(: a){-㤒Qۛ4RGnrrϤIfJ'ڤ!3رa;iS֤YF*c pĤ)O$\rC-I̤nhguڪ=aӤZ$ G2|ۤD5줼@#ﯤ܌)t#+ؤSyHݥ_ ϥ#Cyz|դq, sE.c4ȤY d_;5b +0庥7e28aMSY,&@u|Fťc\Xz[:p(p7ɤ0P)"@Hlc&]YSvC:2Fɤ30IҤދH\8ZYmOt2,5)?iz(#GפҨפпgLjA<Ď\ +-bϤt PQ( X7ݤ͟"̥] K٥!Tѥ3kx/KU&- UFtQ?Y:U6MإjQ֥rdХ3.a-u1 +oC}70H+QlFb}>Q@YӥO`grV¥ɥuǥ94l]ǥ|㦥-Υ󥥃[UOV;-2Nb\Hgϥ(CC=u\Z/E`ѥAy2mMGc楚B@88oZ.qV1Sϥr8k5űbǥܪnܥ4ݥk?F.xOHX䴥ʌ~P'ٟ!SyT֥KB-@:0_֧ځ㑸6V lG`AۥU  +iئ +<}AK Tn SaoB.ys!j|VAzmf€ƥO|{¥KɥåWQB[/_إVآ + +X4cˁ! Nvĥ%]œᛥe*Ul楻lxÛ-jХ5o םA/_¥8wh/Dђ9hşЁ]þ%L +1sĥ`[å)N-䥦~ptvΥy/y饴Х?\ǥe${>Q~PvɎ#*¨}|Aܥϥ( u>KZ]5Lfisg|%j"b0I淚亥\ajz'jyD˥o]XΰaޥJ@Bo-ԥsNmZWOR;֥Br,&dC4 +qz^.mK뀥!襖,ख़?{楜d:prckmknsj}5df+HJߥw0 Tdq%.CaXNi_ +ɤz4W*QSQ[K mƤ0|ݤj-c QΤaqc뤆Iswݤ:r,tWӤE\ӤH4>#wNs90#RdYAХOzv=j5YWԥ᥇|ozemƥ[rҥG +idϥQhѥGNڥ5>B+:#GClj^QhBN="e2"ۥ7"(Х$tRG ȥGL, Gť9/z >¤t|$ä $߿zC(oɤDu[Oԥ;3" -'x<o+XXL̯̥~ϤLtY֤n"-դ-fPu+VܷRz9,,ͤI%Ƥ]hhӤsAVLQޤ3*k4`ɤEML3I,G2A oxjOw\7N97b^C- "((oo%[EʓV:?1WT4ͼ"NLe&=y<+: O&"G-,7zpeG z[A|7-!r* :ם?^SޙtͿGŽѣxp콣`g-LB=8􄣛Ṿ}edۘY: ZǣKQṆ뷣ѨbJQ=uIdѭFT7A+oeN0B'0e +i#F֢<ֳ賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥ܳ޳г賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥ܳ賥⳥䳥ֳӳųȳٳ˳γ賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥೥䳥׳賥賥賥߳۳ͳҳų賥賥賥㳥߳ѳճdz糥ٳܳγ˳ijҳųɳ峥ֳٳʳȳͳ³|qvf|{~rk]cXwipd^V\XyfkZUFLA_SXLE>C?;293-,21:8>=7:?CSIPKDCHHRPVUORX]BDJQITYdW_epjw|u|r}xqxskcje^]dblkrpjlsw}{y~~xz~}\^ejclr|qx~vʳó˳γڳƳҳֳ⳥޳賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥᳥泥ٳ䳥׳۳γɳóԳȳͳ³賥賥賥泥߳ӳٳγ賥೥糥ܳճ˳ӳʳȳųóóų˳㳥ڳ᳥ڳҳ˳ӳͳ᳥۳㳥޳׳ӳܳڳƳ³ʳȳdzƳѳѳڳٳϳϳٳڳ糥峥賥賥㳥䳥賥賥賥賥賥賥賥賥賥賥㳥㳥賥賥峥糥賥賥賥賥賥賥賥賥賥賥Ƴdz³ʳγгӳܳ೥׳ܳ峥賥Ƴ̳ӳڳӳڳ᳥賥⳥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥Ƴ̳г۳³dzгųͳԳܳ׳߳泥賥˳ճڳ峥߳賥賥賥賥賥賥賥賥賥賥賥ódzҳγڳݳ賥׳⳥泥賥賥賥賥賥泥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥⳥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥mܷaA^2cq֣u0٤ }IYN+"VcE֣Lb8eSѤѤ'G=3FctΤ'^;x)Ԥt#`mSQ6 7i .R'#zn}&Ƥ!]ﴒeЕC3!֥#tեfRݥb(ť/0cj3h:!=6pUTn}K`gDx4dȤez交$鳁uߤ~GĤ¤⇤êuڤo_~t/] );ݤD ʟs'61#9-MDp)Sy"ODY2W#<; Cƥ*0%IնMbXhem=klrǥm?ƥʅ' 륯S VeU}9hJ]hnYSZAb9\nɥv\ C 2^&z3r%pdLZS *Nv<ӦG6*<§`V4l]u]楧#* l+$1G60$'ǧujY%&]ٰΥrx8_LåۄBuBTQ7ܼMjI4A ɥ@ҥbҠqޥOA]ҦAڦ70Sp¥(jKS&Յ"3UK +ۜ&I&@&.:%"S(5,8=PPv::ȥO^MjZ'f3#2znߥ`Z;?n^bO:8'IEa=4ĥ/޳?9!ץSgELTW QLᐥDO548p/XdqJCcnTG6/u,<:[.6$.1^gڦAť{Zۦ +,|ٌM)?;Z /e)Tإk󥇫KHp74aAߥI*ѳEХkӥxb\wNå-;$V)@"2Gy Ic +&\!ץ(i#< ?GۤhH^8v6%|pyQݥ/*Oc=˥5"; g+٥%P'ӥCg^UA7]P(,Dc2$QE:!\>JG G̥>Ȥ褤v 1nJ58çzڄ +' ըਉ0z(Q쨦XfagJFcaէ#rb٧#{9 %b4!SoTo [@;ܨ&Q`KF Bݨe ᔜ>Y.jFW)'ClY/T6u6qmR.w[r7x}o2',žJYYo-_^ U)_/*aZʨg1:8FMc:~Ƨcͧ%lMvG$񧆖P§aQ7ϧwlGK7㮨wbdA"G +֧#d3fma +:|ΨLSP%0-/էuRVX9E W[JeP[1Hp7^^Ʃk;Tש ͩz`F@]q(S멑\ˏ;/#o^کB !&~ة #ͩPbm{>=X1N Jyߩǡu4\a2eH8>%撮ԸҩY ~ǩrq E5Zkcd#ôcnVߨLfܙdgVma6VfI/7"ר (3^ +/Ǩu* M9쯧ذzZA {Zd=!ڨ0D?Hi]X,dsaNԩ.;*/jٴL>e3Ne:.0侮^@sRQ,pĹFfΨbv{n-@5§;몦hXF㰦,bTEq`6tSy a$@(&D\Kݒ[7A +6CI:׏N `#'hvӧ%P[#5$wN +膳󚦀oHn=G뱦4ET%j4:U; I-DJ?>hLA0Egt"axQ܂;]nD:l+襜|qg3lJ@SlcM $N *`v9r- /d){NE;饈sKlLgfUF얥ͥm=\i=ݥMG1u-q7m( iX~ä\Ѥ!!) +Oڙ\.ߤͩNwSh6X覍A̧:LD)z]0,u#٥Ŵ1=yg?7N[$}#N߼LE%%Φ³ #HʃoXrTm1 +3Ar<?fKfǥF."I㳥5òX¥64>[4Ĥ` gve~UXU_/;,ť:" ɥ%%Y2-@&5 2fR$ +}=֤[;z;_̤5Zݔ{mX^~xߤȤfHXG'1rbV+jIw]ĤW ݏQOdj2AE_%5KSI9p^"( +!cj賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥ųʳͳг賥賥賥賥賥賥賥㳥ѳгͳɳ賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥㳥賥賥޳ڳ賥賥ܳճ㳥ܳγȳijֳгó̳ɳbr +}/@ϳܳ&SNY`d +v;賥5j˳Q˳3b˳󳥮@)dObdcba"#Ƴ$&˳ѳdjs~,6ܳBV!;GS^˳߳$5Jxp䳥г3iTy峥쳥-q賥賥賥賥賥賥賥賥賥䳥ֳӳ᳥޳ѳϳ賥賥賥賥賥賥賥糥ݳ۳ϳϳ۳۳ϳѳƳųijóijųƳɳij³ó賥賥糥賥賥賥賥賥ܳ޳Գس⳥賥ݳ䳥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥̳ҳɳγس೥ճ೥dz̳ȳͳճ೥᳥ֳ賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥n=]~ƳijɳƳ˳óʳ(ݳQyU6³8೥.ųkG|ʳϳ̳ѳ׳᳥׳೥γѳͳϳ׳޳ճܳ賥賥賥賥賥賥賥賥賥賥糥賥賥賥賥賥ɳ̳³Ƴгس˳ӳųͳȳ⳥賥޳賥賥賥賥賥ٳ賥Գ㳥賥賥賥賥볥 ԳѳVг4 ܳO@쳥߳ӳ]۳Yٳ 2Cڳf{15LHvzhnӳֳCtzs!W$峥lf򳥘2M䳥ó(L%3("г{>V: $г5BJ% ӳw𳥜m泥񳥥޳#~ӳY㳥س`bY`KSDg޳o׳Z볥bٳ>Eq2:ӳMVѳB0Jѳv}䳥lFtг}*`ckU~auv ~nyɳ(/T&8Ac.b8ٳW&/̳(yKX۳CP f5t^n;볥G೥4AWYgPtaԳ9ٳڳ{"|Գz4YQ䳥೥=ͳHг4`zܳ˳5vBq>2[L3򳥡&GsԳ%#q0lԳ5ﳥ` +볥s'` +Fv쳥3ڳ&eZPN೥h᳥nZl򳥯ӳ"׳%U}Y~峥/Absóϳ̳߳ݳ賥賥賥賥ʳ۳ɳ۳賥賥賥賥³ȳ˳ܳͳ޳賥賥賥賥ҳ㳥س賥賥賥賥賥ӳ0Wܳ޳ڳdzxY8uUrϳųó(-e!d'\г賥泥賥Ƴdz賥賥賥賥óóѳϳܳȳӳܳ泥޳賥賥賥೥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥褽4%R7- +qSKtMvlɤr2Z輤L֤4 Gu|?d֎zzVGHwGGz̤7 ^B*F`Caw֤Nuc(8T(-b V=)^OΤ -D<#eҦŠQc*Qz{[F=ldTH:.34֣22zZGK@֣pe\-z<(,((¢xяoӄN5 S,[ѣƣLtƣ[e[Y%f4o-֣ E҉`ѣYY#E [0([tlz:z[2F7pNV¢DfфθO¢ zࢢf(̢3K¢X ̢qQ(e<ewve[ɘ[2nFj=O feþBXQtzd=onG^٩ùLe7̣zB|zd_ dNL6z~Q{^ser.(TḄC2*pJz2ϣ!ꭣi֣pzH(5֣i2VQ"~G¢eovd̢mGzq  +Q(֢$U^fQGo PlܣMEG6? 8< A2 Q۩֢?ۭ(grQ[![o֢aLz; (z"RC(#A/=G(Uȣ*zod!C%GU5z% 0[GL(±ꡝG_ ֡ ࡝̡֡-pZzn?0 ۄ8PDŽ>ӄgCL+=Gj K2 ]ٙ4͙=fr +GzQG̡o<(Lzc:<8!Gp72{fҎ)pGvsG޷RL2:4zJ[fS֠c֠2렝P̠S:ࠓ(xˠ5넠"0ꡮ֡yۄ? nR%G2#QǣU࣢\F fQ֣a,d8֣x(2QG¥\y?Vu#h4e2N^Dp4oxւǣmfdࣣḅt<Aưz]DQV)GťG¢WU@Qe]Q!=롇8Qgjn֢ vᡎ(QQK֡렂(֠R꟒넟feH_!F>x;GffGfeu֢zF;̡(j=j7<|fzF=IŽ,Az3QP hD̞G['ff賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥@ΣZTY\OM."zL?֣L( +Qࢢ<<5#pp+h{2BZ qȼB $fwQ>̣F5kqC̸ʍꢻd̆Z2z:G zK2 z}4< #|< 0 $hY]H =Ȏgb*Ԥuֳ|BRդ/Oy-]:aХ=-Tn\!n-n>¦Vƥ盦ΥTSwn\c6 +8<妀jߦ|2 euQ0ҥХw;R.ZDǦ5Je=SJy`smO fç >_.@[ध{ǧlHb%R_[ɇGJ) (w2G+uq2h vѣQn)%뤤[nF O2ҥrե}%]|V^AK?¤,&%h ,Mݍ(!dwa-~ (Og}VPKXtu1ZhWm>΢Ûh2h ælhFjOЉ2g!ﬦ|\!ɦ$G;oɌ{!M#&?N ۬Ƨ&'g$B3=3lqmK,ggN0n##w\޽/" +ݧ*:~e:qX-w*pDE˨`y^=g% qQ t칖2g(Qg멘֘ ]N&Bt6yqΐȧ` G2AgvGTIP䨺o( W&GW]6S(kͨuXq\aYPsʨ:㕩!NWS}(f&a_og]NYa婽$[wB䉩.`_ \ +x<*Lg0Lީ~ک5\᩺ƛީzq}-7V%bd.c̩۷.٪ (9sQC|>R-թ'Ȫ X/$3VzͪG@ I{xZ٪iⶪ/ͪA@Q$]z⪏Lyg֪ɪ^e1Ϥcƪв++yݩ ѩ8YJG?f|&jnVkeM@bީGԪ!c̪N۪NLdRT$J*B~ꪤXi얩-rT,I6 (ƪdTLF_=+QNҪ_7s몟{lQ6"d6Rpz󙼪 uyB=NKlݪU "㪿8+Dί S02.tԥ.uIݦܦ9\_`\njeʱxJ[;qIzCpJ觰dŧb BtJ9ȨPԨ٧gI"zͨß.$٨M~XHjxwPש?ͩĩ`!;A%SMic@/t~3roZ +x| ovըlq?PA×IB;=xjpV+ϩIݪ:=:v۪`7U6EDe>_tj<ȁ +l&`=Eϫ~#[2ƫt2V6U$o̪](qi[>NV/^ԯe {\m-qex 8؀ q4V(RYdE䫉];ЫJ fpa⫙֨<H*Q +&r&Ct[~DA^x?׫-qzJ-ҫf䫅էu+OO'ë{Ϋ@u5ΗDNˬ6CdzԪn_-J4@)ˡ6r5!6XZ.GRWTr$$a0Ey7c}G+ Ĭtɬ`30VOt~\OU sֿsڬd@Tج؍7 ֘, ŭ1&+gI7ͭ1e?FʭRiӭj//joXJͫ~ɟ`hsM~u2ʂU۫fWEW&6~>ѬRs) Z@׬wƬJusUŌ={4g'u5;<CЂ?XOì0*kdeXؘjrˬӬvG:Ѭ8oPܬЬtH8-/Ƃ4Ьnf " ],g9Q:EoMb8XW{_v°qmwx5;魱)Mta6:#WL`*˭z6bSGgw,GӼi#筞 (_ŝ*ȕ쾭z>hgӄȷYVs63nҤ賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥߳賥賥賥賥賥ٳ賥賥賥賥䳥³賥ճ賥\}~!>߳ ;볥D~l_2ɳg>񳥯>%Sϳ񳥮X%KvWn೥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥ճD賥Գy=賥賥賥賥賥賥賥׳賥賥賥賥賥ݳu;-x?& ^bسq7ųCI泥ų³E"hA𳥙b,p|+9ﳥxճG8Ev~}e񳥔̳yJpuR^<곥 NEճ 䳥c񳥢{cdz;̳:гqk`}5n̳:9WB +{곥i7~ o䳥|}llXgV>XmUW׳<<',av˳{q̳i[qa\3GP~?4:ϳfZyKȳ>@ND^/F"c,wVʳڄnA쳥)鳥" +\+/ﳤ]מΔMѳγ**iܳK峤ib@U<ҳkixsg[`{Cٳ}gYoRJ'볥14=?!Vӳ􏳤e>ӳV賤ctf\;E賥ᴳ%-ZTQo[} +Y"Wس[8<޳eg׳@Vwp鳤fֳ&6ܳ/ڳ{Tسbwq "{߳HֳA 0*j[ Gez)ĥX袳ῳNg곡njJгdҊQ,OE:lB5ƳfWH12o; +6#³aw賥賥賥賥~J賥γ賥`ó*lc>B+dz}|c㳥ʳ~*e賥Q}9K쳥M>G泥g%#۳1೥ݳvuk䳥wZqJܳ"̳6diFJW0䟳Ƴ׳ ٳgu˳V4೥w.hDtXɳ0D=峥.۳ݽ=sb2]6̳=ɳqݳ^ͳ\_3=ܳ߳Iس|TBƳijQ}Y˳z8Ƴ}Lc-Xs׳鳥hQ˳y[9pLj泥yD[F75ckn೥Kaa-;_䉳ňwʳ}t> ~5F@X͖5TcR9&BR쌳ga1賥곤gzWeyٳBKh D00㳛ն~fٍܳ쳞賝dqԺbx糚$ץ3KA0ҳQj  г- -ˈf\b1鳗M,b<~ Gv0p_۳+iPYnM9(سճ9rس+q<ųoESݳ絳+{bouᅳa3ioiHftdz݉*SvDó&\ݳ䳛(OqةvAAYhw" %鳡ԳSc/7ⳝP*Gȳ Qm[dzj-r쳙>75/d ųϳ ׳sw =?u^`\ೌi=8쳋ܳBgRQf<AsNRdTyh~Qs:wwʩrqkҳP"ೀ|Mȳy&ӳuw;г|#s,,y0qFskjɗfNijea2,n/gKjdakv^sT^ڳ]&=! + Bk99BmI-yª9fͪe9tOBs;H1ª +M H$cgުгJtIh?7E"@||SrZb Z]Ǫ#.Xيu%'Ts +Ы,w-슪S 묪K'+ƫD)sԫ7 Nino2|%:!=f۪0y?֪T[o̝).*Ed^Y7aݫ`Y)l8Z NW!:˫(d5N'b*'Հ**Y+@+L60ę*Ǯ*+ZR+o+oo+#*%)]p+An* +܍`5+5+P+®+r*[EF^+is@|ϸ ȫ$)-Z-|9"^dGO[hy d| wq2c4j.vX!jg'hS4ӫ_uMRKgm.ZdЫ,dH%}q2IE] G c.Tफ\ ۬ [$l"\tmU auѫe󢌪OLsȔr4ibu*:VM@nN|x% [J~b_DM0Zafj &1IHf,1?Kk f_c_άWA#Q/;LSQT=<{1DCά/1}I0(]߲A>- ֫N$2?%^3qFMV"[llS73@ZfSʷ|@"Gur֪4Fܪ^%  "ۤWgѫ̲ww!iLWc>yI>WDncwm:sm;?\`S-ᙨ Ӷ笇8&6f59׼+w1۬h~:\&X)&X8N8i[NƬP͑`%㬟NU]x@5.?"!ڭLBح΢Kl0j/K s yXΨk$EV+w;4*j+C+++髍*٩b!+E,//+w+++na,OS+뫜+nC)o+T+a,×,,,jM+e+lw++AJR ++KӒ+е*U+ހE٬ +;X^=P=*R%ݫP+NA+$+6++~+N+:>+6+J+0|*<+U2+L*c*2KȭK0^w=ޭΛc,UChޭeCŭ|֤:&{ FMӭ)LխJɭ䟭jRB4߭WE9T+Q{Ux؍i7*]] M[h ]5(pS ++aP#P.]BM۞2,@*gO9+{d T%a"5#M *$ ǛM.OEu6juʫͫ~,ݫ+$M_)|+ *.=^(l3 g*qi* @*bs?;Hِɪcbw@;T@W'J(d +UC! F&ƫ?ӫΟ(ҫp髌L`cTI#ɫo[n,?efE eI5"׫0 .eyય9~S[ܪ65_ +vckBR5ҫu!!ëGٗ6q˪͋JՎl׃ޣLlqipp;GAتcs孪sqxJ9Jcu()LG cCT +fzl|42H+:`㇫B׫ P<︫!(Ѫº +HLPëΫ(s +}ΛêuB8ϫny īYj2nD?cګ?J;+R{RF߫HQt <=,JJȪ7\Xᚳ\̙$. EVQ.ӳÐƳճճњ4׳³{;ƳC{'A9喳JMbͳyn i:6[2MnZq`dlU^ +>0W?@ԳkⳤγJD쳢᳢9/{a䮳f^,u1ֳ峡Pe-㳢ʳ`5߳PسX~ )Y=%8T KǞܳ4ೝ< c@³곜O!dϳo43Q7xDͳIh;+ͳ쳞$qPq_K笳Mj:@ѳ}޳!> 1/ ҳA'p_8ٳsICDyi*/aԳ/@xL% +:_9ೣ=̳&Oܳܳ3n|>0 鳢޳pų˳w^"$>Z-߳To+hӳxճ6~-nD<ӳ8(Ɉ>fⳟ³\/ݳ6|?޳۳n*pೠ#5LOYGc9OxaY!q -ܡd'ֳk w%{73ٳ1x醳鳤sS<䳤{E泤Jճܳijh_>г +䳢+#'UbTa<廳Q:IX }ckHU糣iji9}/ +U|bCԳEEGҳ򿳚DA볜YFMl_i틳9{cd]jGx0᳚s>𳠪v>=j(X)RԳoI䳛8D۳r@6$:dzH&>qāKbճ+3Py⭳a糢Q{XƳ泣/2ȳr#Edu뙳,سtWufѳ޳􌳟ԐKtx6<ֳTҳT鳢/ ȳℳn/㳣zD4泣1ECN&Bv%hȳܳF]㳏ׄ$Zvt^-7Գ +è(.fRﳔsX.D+t:ijݳ7ܳ2f:$Ws˳óMSO񳄆볅EʳճݝR;bhZܳ3^HCc+-#ڳio곣E|䳞f򳡼CPгS峠DԳ|h72wwX/ɳ +&tֳgس,_NKA볤JCVv곖 8>޳ų"䳟aD$؎𸳡KaN gd]|Fwdz}{1uMt#{jƳ}䜳txolгmٛi1ӳhoTrj~oUHG@}cros۳YyH򳀏uL|` ʳㅳ⹳c=dG~_r`>gZ lV0ei]ɳ_~]D׳_Cc0ճhcir7xspmv:S1jKѦoKv髳q&ϳxqnﳃa8볗gͳⳔTq* ]쳌^ѳzֳXӳh ̿K ój ٳjس溳,Z+p`ݳ!\ѳeMrBⳑg~,s᳍n3kٳ6ȵ\NV$(γ=Eqü賟.鳘@³ K볚 }²AM8M![Nﳤ|(d糥#} sIϳ9Y@)qsE)[whNݴj(고ؼɦT(k@) P/2೤|H г)6O @؀˳Dٳ@W]9]Rn<18고 &s11 F)M)RJm[W(8c'ؑ1| ,RMtx!ř4vaӳxeqefS s>糤!NVSֳy峤S(L򳤄óٳԳSK㳤೥ (4e+}d賤Ed͔9׳ԳkƳTOꭳਲ਼ /Ôn Mw'`سԳ볡+ Oͳ)$I+x+֌˳9ijo*l.vod-]c޳34"; .+Z>[ⳤ ˳}Ƴ2+Ə鞳鳤ퟳ5 + +"ڳ#dz9b}#379ųJJ,[Iֳ⳥{#0ʳdz<1 Fֳ?۳UZi䳥g$ukJdz`ܳUk;r+~1zț-e˓ḩG,U&a|Ȇ$yJU0".75aFӥf"xZ?Ԫ7BAJŴ&]cfeMt#dM4Qq$ +pOΪՈ몬F;ժ]̪V11o9Ȫb~qHy&{`Y2+4";>zQz];ΫԮЙٶr઱ *@Ъ/)z-y C~;@ [4PvAj^;KsT_E.ЀЫ: |t:DrIm3<>Ȱv&s `Idp& Ө?`fl\.% vM +F t}-]ƪx"TUm1Е8/ߪ-?n'lM0'݁/'oɧijX(5L(*(((LL&Bz(L(\S "5+C@~k@|ת +'?$5(f" dm6֫ٺJŝ7cz#h27Z)E~@B$ūU`p1Ȫ)Ȭ Ut&~V0tݥ1Nte^Ï!aH9,aBl q!Ycloѯ䫪gX!;d(e߫AϬ*\킬)J/6۬J>䥬Oh2Fج 9LEⅬSJ7T̬3!@oyPq䬆8.¬en;E_欏m7h^@,X+̭7Ǭ3ls8eAeNsH/$F(QFz^/`2vZ<b%}cTĬ$}DI#K%%KҎ>5!}#աGeգ@)WeKӧ~խZoܭxu魓 ڭk.ΐ] ͭ!ԭҭށحϭ@Eղg *#w୒]t98 bz1{̭m.TbtDK׭eحXĒgﭰOc´Sɭ׭,ڭpd䭖Ixtr>VD_hlLsm2<쬨笋bSDp2*XĬpƬ3 +Ĝ-bDǬ:yg36~f+Ӂjͬ uH~\0o] lO5UN^] +gFyZs[yhkJofZYѬ䴬'A<39zdtz Y Y]9$ZP\WF'SW*Yح3`]Pgb֭:ޭ=RUqݭ Fܗb"^M<ح8_|VɭI0ޭ&3pwo^mt`^PѬJά|꬧oyҬ﬇ ^^<&M^:D[qIs&aZ@I寬#g~PVOɬu;ŬgcFXڬ;Du(Ƣ/)B) +)E).))K2b))>)9D)!)sc)E9)Re** 6N*:m )#kbr),)T˪eѩiS *)/*P*)h ܕ(ta)]))5*7*8C*wG*jB-*ڈ)닲*?Œ* Y*d *:*S*V*#4**wt*9*v)#Ǫ9*3a.~*L*P+ *"o*DB=/*G(,H=-}(%-իP" *黫g#u «S &=k*'?bLSƬKb5LL*=(0BcfBZ4w3yī#7ث +$Ԡ +.x蚫;!$d  ϫ0Em4rꮘ;m*"6**8zp**+Vm*+`*L*bF*]*"A*++u+"++ 7N+"+p,*V)_*D*+-+%F+4 ++3U}+*+'+*j*#*rؾ*5+#}+&u+~+*u*{*s?=*-_*++**+0+2+!+$rd+)͇+E+5+ު+ ++^*+*/+ ++w**,Ω<**Sb ?Ϫ)E** r*X*՛ICK* 7訝冫k?b:eA?P.PZ]Īq"hYݫZ:ɪ\***^*¢*jc)6**9T*2*|*t*`*,*/?*r#*'Jk )?P36<ͪ]@f3V{.)T')?)&_!ЎּkCS@٬P oIC|KmFU̬;-OG';z:o"FQ +uUjcĐ Em/IiJV +<AЫݫܪ֫㗕իQD"jOO +܌)Kc!.ѫ bZ~eUԫjul5ZI9n8Bc6X38v?P]3^ԫԫ̢. (gLʦ d< Y#ѫf˫>?nF̓ϳ嫨ʫǫ7O:yzHkKE=^Qo2&૙ vhd?~YɫJx֫E81۫,<56 Ҫ5īQ<\7V>Ut+Lk?D! lkhlK&ܦ`uN31-#^> /| +cNҪ±Ȫ@hm5QS8gEA!omn9 %2$)ڪ+t8Īf3\٪ުOMaA)N"lV <)I=7"ͫqCE <'g)!Oɪg~z7٪tN㛒ݪB .41(9K`Mwתaj̪;*m[<3&aJ:-ɪ3 w©ƩD$|*iwj4o嘪 ms$R#'ੋuPeiL1y~׳@׳G_0t󳥐:yvdس>oYO-DqXسgL.#?óY䳥˳%óʳ̳Cڳ3ȳ!~]᳥xsS1\"rBrI2m$A5.fvij@@W}V䳣=ܻutu.=k,\Gv֬k泣H. ˘ ظmCOaȳ(ѳ +/1啳xgٳV \WɳW8b䳡hݳ>Jೞγҳɳ/쳠V\ȳZг"Fѳdzȳճɳ 󳥋9g9d(2c0óc-g~-E~^i1a᳥೥=aFm -p3~?ԖX<׶KISɳu=DRE03YYǪbvȳcp濳#/Oܾijz5:|_Գ"u祳D<2 plWҳ㳛ʳڳMvV[R}lTʳATóGY9*4ڳbV"۳q\,ó u^a;곙Q@鳞 I>Fvԙ³j³5ճ뒳ΏtxGPW᳇ꟳ΃`y5pʸvmɳn!r~-Ks}Qu\m tmhGag$`^76\^,^g?bڳhf{aNԳb"fh-j}˳~uuKp(xD|ti0ೄd%_}{峁?Xmӳl=sB%s&lo=tvz@zhӳ|(k~@+߳4Ҥ;No QuS 糚􆳙$ⳘdzE߳ڳsE]Xs9z&t=ʳdr8:2nZ!H I̳Djѳe㐳#up '%544ñ詳L%!;?2Ⳋ>zNpSꎳ˳VFD+˳dzKOlóX峄5>Գb +Ѭ{ﳍ'F+P=1[ܳ};³pM봳$vųH|DTs|~ؙ\> +峙J#³YaF/FQ׳xѳv`ųiD^ܳCu)udֳBPBtƳ ]m<+o㳥O峥CeᐳuYUc>8v ;m@xK, س~JDJӳ +Kl{߳ޥų#Bbgc!_cv.40A}zóaOf; KkcܳDTCHƳ!(+ƳDls%h|nY-BOX5ೣr0?ҳbi"ɳ]'' IJ!JN׳|]˳m泝UԳoNLX/0᳡%س^c?v}\r7e(/s%i賣!F8薳V%ijE&JLg쳣+سwq3㉳TܶNxo-)p4ﳣh.糣γP׳ɸij, @T3"@i,cJޫo+Գ`7Ƴﳥ_9}jD=鳤L^ٳfQAȳ\y񤳣!䳤xȳT O+Vgq-"Ibxj!8볥,׳wl3߳ȳh>!Tnس{909t'ɳCͳ`%ճCcRX^5˳+W:NrqI鳞hJFų.87XSs Sس&óe_k#㭳2v賡W㳡ƱɳNY1Zdֳ9}.Hҳn\ <@峠XzpF{ճr㳝ک÷%Vkr碳M3糡G2 q۳ + ʳ=ҳӮ$-\wŮó$E賡owdz93iْI-ڳp f7ZӺȳ0@޳LSV8i[᳢d'ZN*{H)?˛0곣pﳤH_ݳsb곤tagG6}7D³/| `#ֳAtó賤Fֳⳤd 󰳥o"7'ܳ.賣Q*xܳ䧳h7!K&۳?>vHW:o ]هN8Pj+4jv泤`@vr~ :㳥7?泥'12L<ϳFY=aPWZj|q+B3uSǺW3 ̠Y5jh[0˭:쭢:fvܭV?mE{eL~%ୃ|aV}2\>L"MୱNypj䭃.cPT`s*`LZۭ@y7m>!ɗehD}E)/^& +vl ]'IɈ 95~ꨬQU/٭ u!-hڬgElFY 3V%R9]0oͬFݬWԬM(6 ~!r8@K`]*t0ˬh4 x\.ƌP\v힬AZ˓쬍͎SȬtE7j@?J'GbҬ }Ŭ1Q [ttCE ׫υ YLV:<)ڭ} k1nV~"[( X4u׬;ʨwih{STx¬~$ˬ[?h. +ruPJ.5q*t﬈uŬ^UH~WFŬ.͔!g5Y#ԬllY$?2(=U'Ͷ +; +Ioƫ<ǡ竻ϳy#QDeS0\2k&.yUݫII2Ne떫+vi=VHϩVE]V5b+W$Azq C׫M'96 ֗Io!ӫ^.9MoBҫs|TT{Or/eTV{ӫ1ͫ. "+1tSi( +Ū 𐫢:ȋt6~ FN2vp?gl䫱3ͫj6[ŵ*&tME ٪玫푪ɺSv&Ĕe+DU뫔hk*J9$M2@T$fm<&mԪQ4xӲRug@eȼ6Ju"êjg-&NªQ PƪDӲ?Fc57Q9*NEǡ~&zG'n$1>"rd,V$qA w9*D*Ĩ +}o@zCSЩq +-.Vb&XH @~—ק&}˧= (V|l^fl7E  ۫ӓ+d㵫X& TϫbZ&ܫx#`弫¯e/DgիޫwvqW|`I}2F ,\x _sl$eXP:+ ٫EY2F Q/=τ;m{?@GR? /z*5 +^:nefFlgDSF: n) Dd|Ygl˕ OL=SǪT$5 eCw`PS~k}ۆr.HmOM(f$0']өTx}vdRΪ0y`?C*e!!☪ӖnΈ =1=(3T֩mƗީ۰թ8QQvG)f: ]zrp8 qYūAIKg7lFJ O,#E]m"tbGxH+?,J-;ªH0˩Ԡ +֩gv 2Phx6[4kn A6( SzrK?05Q/3xT=cһp}NI5e_쩛uѩgWsBRy2GLک*ީ?MTW%@q_-2 4 _袓οdų +"^àmܬe06Ѩ٨¨t_Mè;]-8,6pr.tبU/0^G- KTI/(5קZ DbS(z*:&xսrx6:-̩ғ nQUVuKEFũ9 w_SMG !ŨOpz.'֪ʩMAթQK #K !/2cECƨ1٨٨蟨W{8ٌCӨ[ga )|ȨͨcKal,}, u/~d(!'dŦR>˥=ԜJg2=7KZvP 2",^tBOʨ26 Wmά+9#(Ꭸ88L&9Y䧷O򧅨sLg U!J\٦`˨g}˓N3六&y.hd=1{IhL353ϧ ˦#PI?@FاiЩئ?g|˦@CIZC%r{ZFЧ <ߧ! lbY]ng6u29Ѧuu~t|%H)Zb%ˤ2ҥ$|C n-N#Xwo$j|%!%ڌ&֏qz)%~Uܗgw vϤ\׏|zpgD$F$%ˣĚ(%P?%r%֜O%&d+&H&&3p%k&.&L&D&&&(')w]`u`Kxdf3ól%irpܳe i޳kF~p7oӳu@u]|γs{wT떳E^}?K)dԳDx hr2vzp]~#|y곁, ҳHܳ؊󂳋pYc kXc|F-&~Qgó`|@4L#-Գgﳝ +3]o볚QƳ="M2MaoͺY焳E_:l0X l~Kгy*/볠ɳi=nk߳ѳP I%sȳRճ\ BLevYóa-rݳC!*x- >ڏJFƳHdzݳ@oϳbj"= 泞)n{̳b \d-9\ſHg:zC߳#γD2#\"v탳ӺĔET2: %y:w6+Hw3ICδ RnEt=J&P1BL'+ų?,K쳢ٳ%.峣ҳq$l-ڳ*jϳ 곡3;ESBC9o|vPܳa鳣:^mⳣѳFU< q%{fRz$%@\z`| 4SF<vۭ?3[V'rz[K2tWr}ݳ#X $[D-MSࡳL7߳VA^ ^ʳssg;y𳥂W,3nHu4ٳxܳw'MS3쳥IeSn"?7'I<\teӳzz̳?g糥0񳥋ܳ1c#G6a"L?bUш+(x@]6r&M˳n "Fݳⳤ85##DS2G%7|%&ϳqo!鳳+~8T9Hbҳ! @峥9SZٳpj{ɳ7IUD`쳥ofwiRl8_uﳥ~޳糥W,泥l~sw7a{ rͳZ볥~?糥ٳc(ɳڳKIⳞzxUIWq3ڳ]곢1uf羳T5řrt픳6ʳ%2D˝l4QbZ)`:݃$;iY?xz=`[[=s곤53^c3aY鳤ⳤ!OPnRVس?ͳEcݳH#峤 C8V0Z,P5tp#j~۳Ěy賤DǮ볤>&nxBŽ㳤Yfaf)y5˳r,ݳG4-90MI)x?ϳF볥YiSd/i쳥w]P³oc3򒳥vʳ.AТ!i脳 )*>Jj;rHXLd'6HUTB$N^i>cmóxԳnuw|YZerkz8poys賥 Q %,i;߳K@ P[SiXpeRp3yeq{Գ۳`ijou {edsf* ٳ-峥wmvc/೥9>:p[鳥鳥ZXarƳϳGam`4{/糥I\./GvG^]p|Mdt`䳥tFwBq`~쳥~鳥NIf^`qp~~Dt'eW泥#Hݪfyۡ xlDAͬ\o iN2 @DK[EϪ2ª_f$EP$A23 |9ZpbA+cyP<Ϊ5 }sdl @ZE; ++1ۚQẵ?]l+4kQa7bЩK[ +SxnBeqKYD٨v٩ @8ߨ<뽨`L4?/ + d[[2NijnȨ D1r֩Tȳ\3!'~ԩ'ԩb0ީWfnX,,S/ƿ%y6vf{o*R2NQ樻S}opꫨ:]?H@B +Ҫ#^0?&FjӪFSRsvKSxͪM۪# +{O(2 `3kܩiI*9 [* 2~喝6Uת'@:xL+sFG骲{!j)?]W5( +X#`9yql !Khh1u@1q=ifa/LW,S"QVsCI\ Dێ/״3DIըèAB?p{[zæR &} ީѶGB.q@: iO|)۲h<]66'ɧsp 6e9+-ۧ $5Uȧjw@鎦/SeHǦEڕf+ 0IC0`8|A֊R[gEa(@{r~ giMjV(D k$jAkhsD.%iѩfaǩ@{ةCf"m RdB6ߦ"23?Ͳ*@J;׊-쨴0&Q*jީ>>Wv̩gBـި4&̨D٨Ũ"0dRU.kĨm =>fg<98ZP腧)5ɧ̨u}P,2TBè#Ի)a09k?πݧ2kܧݏ㧺ާInv3+TI̧]h섧g4.]?3e)yħ  ʑ٧"˜,fhs`ߩ˧$*nSjS +3s8e R5i§)$R\)JƦʚA֎]Wক5XӦl[`+䧖 Lz?> zǧܦa,/h5 P¦mj!S]7 t+ +¥`kƥXb|N>?cڞMSKu@EPN7#89 ᦃYצkj"W 4rYPI6 -$Pʑ1cf"֦ +n1?>L9gyLm:l?'L¤'룳7[p\xVZ$P[+ 2veEG!Q!yo1V#2dp@zJ[2V{A#͜#e$ +  VZDͩQteo\(=#/[zK "###C#Q$O0#E#7#$%j$$H$kp?$R$:O$O$%'$Q@$p$ %%FXf#߃#o$w#$cLu$"P$;m%$85$x$%9/f%$3%fv%@%"$Z%-{%H%%i%P%[%%%x%&"& E&8W&X &u K߳ !GF(g^kD,;%峥5J [DV6.($?Q-:쳥LҒ&峤ҫr;³R"ݳ᳤`⁳!6H`1'D',B;)@m+{~h/xP㳥ic^u_᳥r 7[ʳֳa`,ֳ򳥨\woYm~}|WGk-Ulj{S}zS?N&\ճQճ9ms Z鳤ϳٕ-iIp0>~fə㳥  +г'?N%>롳 v +%?+'"@;9}U@ܳ<˴>Lųr^/ئ2d޳ iU*YB³.9FjK糥г 5pKW;QpThibTCi[y8yij/TiVkQz^q{iah볥bϳL ų?7³n᳥YWm\pT} ³-4`sewRxP1ӳ򳥖.ͳ +>cgx,سȳDγ3b񳥯.ֳiƳ}g賥賥賥賥J/賥賥۳賥?'ٳ볥dX;-Sz볥糥󳥰tɳ賥賥Գ]H賥޳賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥T7γγ+ ++8)ѳƳ|~#}𳥫Q~𳥫 s*W +ij׳ҳg6,Rd[CٳCrڳj"AC򳥫,泥< +mpb&O$/ʳ<᳥KݳA=u{/dzjﳥ]rȳѳ3N۳賥䳥賥糥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥YQӳ8QϳZ0|iȳ賥س賥ϳ賥賥賥賥 ݳ8W~dLݳ泥г賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥ڳ賥賥賥賥賥賥賥ݳ賥賥賥ųѳ賥˳LhI*ڳm|Qr(KQI~G$Qf:Vp zIpLzͪ2!GT{ˢ2tViGru.+H4z^fУ_s{)ꢛࢁwcG<(vˡO%J1į[[LWTzp]z =G%z{(\(\(=pv<(' C!J fFf"(!Q8Q32BQGG4z#32z p Gk  8Q J< W Be GDwۄxl(on! h!Kr!=p= Gǭ^ +<8AG(e (j(k2[ S z 1L p!Q!ao!2!bz!Pz 9! +ə!f!rl(!_  Đ Ӄ! +!!Z!o!G!+[!J!<(p&z^\(ǭG ? 0J< ?  's2 _QApĨ` kz B2 ` 0 ;[ _٘ ۅ!3  !! [!F!M5!p!c!^[!z!p!/ ӓ2!!!p 2 ="5("%"G"$g$$%4m$E % B%0e%U&%;p%eZ%8%%K%%7&&)% %>%(0%PY%`Rw%Z%1%%ɣ%;&&"%Z% +%D%2% %=& E%=%pt%S%%O%%뺡&%&_R&3*&c&7&dWR&L&%,&&&L&*&Z1&&y &qӬ&P&d&e&5'N}''E&t&qs&'&۫'y '(2'Q^'$""'N̲'z^'''Lf'v'5'%5&&5(&]ѵ&,&Pk&L&]&ޛ&t&/Q'~&n&O`'"'C3>&x&&&"&&})'Y_'''2'i>'@C'R='uP'z''(?^'M͆'3'S'yœ'a?'''Š'((7(z(0K(^('[''( Ψ(#US'r((@^(`'(R0(y(1^(Ԗ(C(:#(=t)DU$6׼$R$g$$oL$q$u$x$퐟%|%><%Z~% %/~%y ?%$;$-$k%:$$̬%%%!=%E?%[x-% %%rB%%T%IJ%'%2W%k& +:(%y6%T&{)&1&>1 +&Zke&Y&`&xԈ&&ý&>%& %&G&^&n&))&ug&?A&&n&' + &&5'p'' $xv$%3w%A%k%wv%O;%\9e%.%%l%%%&A8& %%%h?%s)%/%!%|&%=%%À&pK& %OI%&"&(;&7&Fb|&&{&To}&a)&&_&&'5'D-4'l' *'R@'_&nZ&yO&]$&Ƃ^&!&Mg&Υ&եt'}','l\W'w'#')O'.~'&f'2'6'Q'Vv'-U'o=<'<'z''ۦ'P'u')(("'BjL'XaW'''no'O'u'̚'((L(6(KS@(()(`}(v()/|(B_(ǯ((][(z( +(k(K,(y)7)-l>)))E )_T((v(Y((h?(Z)=)R)%@)8B8){3)b)K)` e)o)'''ޯ'''(( g(-K(;N(TT(@r(H(V#(1(7e'='(LU(n'%9'V("a($(b(n(J((xad((*(E(m(e)),())9)E)t^)M)kG))>)ڏ)<3)S)C)'@)Q1)\)3)0})f)o)w)O)F*k)F)+** =賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥س賥ٳ³賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥߳ѳ賥賥賥ݳ賥䳥ʳij_6ӳ³kqMԳ)N賥賥賥೥賥۳dzϳ_(ó~~P S 䳥ݳp7Dp䳥z8d^* 7󳥭(*QѳtճS'᳥󳥯9ѳ#Czapa [ij83糥I񳥩䳥糥0гų?nųس,ͳ*u cw; +>y}Գy]賥賥賥賥賥賥賥賥賥⳥óֳʳ賥賥賥⳥賥賥ٳгzfK-t[鳥ҳa%T볥B*h;⳥\9賥賥ȳ賥⳥TD4'޳ڳֳҳxohܳ³⳥˳iC񳥪v_lFK;( +0ѳT$F9ij 0ʳ,^ijuwvų-#q IóQճqгK񳥋F泥rYiys`WL.}UxYs೥mefL߳B^cW8- + +` +(볥ڳ:""I ֳ8`Ec7:ȳoi̳}zSd`O糥HtAcu$o$d%*/%i%&%˴%%6Y%:%&s%s&6z]&?>&m^ $$+%=v%A%UZ%&%2G%2J%<'&_&:&P5]&Q2&%&,&G&L&p&&[&'P&6&w&'%'!ɱ'gK'nmr'"2Tݥ̭9&66Y9THBD6#O#$ Фљ## $$i{%~%e_%g$C,%%[%5R%"%+%M%k&=FN#E #($$%Fa%Y-%V|%;%mfu%%6I%& &&V`%l:%c>%3&3&"&a"&z&E&D&"I&"L&g1&i-'h'"3'F%O%@,%%o$%I& &&W&`&3&JMc&-&t +&& ~&4&;{&z{j&%{&&R&مg& +'%&1'j''s']"'@<'|''&&&A|' .'SJ'>('W'B]'3 'r> +'T'm'h'h'(#7w'}'n'\' '܌X((&\(Xe(<(>*(XB(\(y((=M(%ك&!&,4&x&g&;&S&n&G&&X' k'S':'G'j`&''- Q'o<:'Zߊ''>N' +:''z'h(Gp'c('%(6,(xYe'Q'S'^C'''0'z(7'$'iB'.C()֓("(a8(mj(A((EW(T8(׋((((R)X("(R([)ȏ)U`)F)U)P'((x(Lyt(7](t+#((3(bA(,d()((h)))GҨ(n(e(t)) +p)4 )N))2M)i).)Z)d7)YW)ॢ*K(,)&)6)t)^')7)/)+):)Y)b*-)Ŷ**-*e))X*$*9*$x*U+*qg *͡*O*** * **k+$UiЗ⮦S+X Հ~G"9C g%WcӳθL' W$H$y%i%#%H3$3%nU}%@8%ٓ7%}l&DI&:4& ֥}ʥ!¤% E$%QMj#%]%ƻ&_&G&ei%&/&!ye&&!&% &(,'&x"&u&X'vz'?'a'WW'&L&O&K@&K&]&&z')M&& }&,'&4'(H'v't7'@'(c'sr'v6 ''Q''(5T'i(({(:r(8B(m(a('"H'p'j3' 'l('(8i'''栗(0t(5Z(( ("(:o|(( (()3) /.)Bĥ(#)C)kd)B\=)Cru))T)ć%$>k%c%B]&;&P&#e&,&c&&&˳&T&Шb&'1'#='|$'['LP'? '\''Ɩ'S4("L'j'͔'Ӥ(( v(e+R(Xh(<&G'4''R'g']'|'!.'=۟'y' +'-'o(,(W*(oq(i(Jz(;>(=g(\(u(ޯ)]((+H())M%)X)J7 )(*(8(zE(p.(())$);&(N ((V@). +)5BO)_)}-))?&)]))XZ)* +* *B)D**6*=)*@]*i*R*$k)%)rH)fe)&)E)R)c*1i))m )-* *)*u!*i*_*7**~**G+s+Kj+6~**7l* <+,K+26+{Y+tA+lP(0R(x(Kt(f(z(?()/(<)))<")6Q})|)D7) 3)&n=)d]V)q+) )&)r)*)o))*+*"*\0*i* )@P))i)),N*d*F*9 )** +v*A*>* X*Z*D*3*uȽ***"k**+ ^*-*Ow+Tg+/T+(R+c+n +* *=Y*Mu*R*|r*o*e**0*Ż;*W+ s+:+-+<+w*~+++M+8q+mݗ++5+bn++C+ +!+z,wr,/G++JW+W}++ + +9++!+˅+K,f,,1QL,=v,y+9,U;,$ ,U2a,B7,yK7,,,g,,[,Ӷ,C,--.*CK**%*ϭ*X+g+Q+83t*^+ +5+:j+:7+ +++4+v4+|++F+ᑋ+,6+oB+o+,',#i,[,bU,]C+9Q+S)+++k+l+i,*o+3+Z+,(5,*,jG,he,?,)F,g%,i,u,f ,t,D[-,[,3,:-X-s-FU-Iy-T, ,I9,SE),, ,,,<, O,Úx,--C-)O-3g-jz,䀖->-i-N9-?u-t3-1a-h-]~-4-<-Ǝ---.#s1- -:-Azv-}W-v-v-z-e-y_-D--]-..k.O_-)1...;e./.`[.qE.&.F .#.̽.]&..m./ Jͳ߳1k)f۳5ݳ@fj tWfٳڳ6Z%#^reD⳥`泥Vt;t гg&ųb%ֳ-g}³0R곥PVxճMn6a5⳥ȳ賥g೥賥賥賥ճpó³賥賥賥賥賥賥賥賥賥³賥賥賥ͳճRƳ=G߳γ(賥賥賥ó1ɳ1/糥5ݳ̳BdT}ijϳ賥賥賥賥賥賥賥賥賥賥賥賥賥賥賥⳥ڳ賥гdzk!賥賥賥賥賥糥p.VA峥]ų-cS峥VRm*:㳥-idzu~ճ]bóvA򳥬ܳ5|γ곥m̳䳥3QTҳf4P"sȳl1˳l"2)}4b 󳥯aɳBoADL񳥭dzu Io{~ų9賥䳥S'rҳmY~dzw糥p +s۳`Zʳ?L"!ֳ೥#L̳|볥wr`+f i@p;dz0Jwfs䳥Y߳_4J?ͳ곞$"ȳ5.IJ$ó4lN&߳᳎~곅p|泍7سB^tr~ͳU[䳜1t Sbmhv򳎭m59{ϳdEȳW`pw{`蹳WdL7?-iMRE ̳+p=ղZI]+yvgq[7_#>n8(dz 9W3E2/rvzM}J17q8sr{ H\24w.2!3560D2B-2|%3n43PCz33?4s=' '7'W''k'L'8y'z''ӊU'.(((,(L( ''(Z(5(^(9(bl(o~(Zm("(`(6((ӠG)p)ލ(:(pW(I(6D((Y(F)#g(Ѥ)a)R1)H6)+)Y))())8<)f)@K)m)q)&)6 ))˯))B***B(dtK(|((((]L(Z )))G)CT)m)@)f)) 6(ʠ) )7D)Y))&Q)Ej6)Pz)) );^)op)|_))**'$)W)')Cf*LV) *(**@"*!A*DB*n**m3*W*6*,* +*6d*e*O*Vf*z3 *O***ȼV*\k+(*%+ +-+JI)hS)) );))Ȕ* *0j)*"W*:^*n*N<*(>*T**i*<*^'**iF*{**A*9*]_* +q*++7+a$*C*r***Px+ `+!A+J+^+92+R++j'+++a+Զ+.m"+X+}++w+os+u+uB+!+,,$`, ,,L,J,xd**խ+#++ ++=.+b+=d+ek++7+Dv++g+p+8+Y+ڌ+_++ + w+,+x+芅,1,),f,,F2W,f+ȃ+,BR,/x,,,.,Sms,|,QW,} ,`,I,^/,,C-<,OV,t,T,,v,0,,t,ׯ,--6 +]-P-,ݮ-T/-wZ)d{)qB)0)r))ډ)z*GG*s*4*BP*_x**O*@~*6*)`) *>,*!)**2g*D?*Y *rY*^**QE**jt*ݻF**w*W**O*׵+ d+ I:+[+7DO+j++QC+m=0+<+ۘ*Q++4e+IF+c|+%+_+vY+ +8+++c+r+-,W* 1**VT*hh*%4*0!*z;**9*26*[+*8*+ [+*;]F*E|* +8*I*N*W}**B*r*B+!1+*%**+2e*+9A+5+DI+M+Q+S+b++ +ǜS+۷,=L, ++-,,,9T+qE'+~\+++M+;+Kn+Ͼ6,[, v,D,P=,],G,Z,d+++X+_, O+r,[,%,;,7,ST,}>,Y,q.i,,_,@,~,!L,SF,l*,3Gq,Et,m,|,,,j,XV,,f_- +ai-,,ݲ- -,:-7-6-N?-Ga-e^-w--- -k--!!-4 -g-}-GX-\B_--Z-r-f-Y.U--.u.![,XHU,k,*,,},,, ,V,o,-'-5-5--D-RU ,M,%,,=+,,$,,-u-#l-`-m!-+1-3Q@-yD-&-q!-J-Xn-z-6--ˌ-[--/K..0 +.@Tu. .J.O.^M-A-C--I-o-.|.D.&9.0M.me).{Ol.9h.A..&.j++U+, ++#],)@,/H,[,,F,_,͚,z,,,ߕ,>,lQ,ڿ,_,,,G[,zO,p,/- -+ -w-5>l-R+-,,h,O-u,-u-36-_[-Z-H{-^-ӓ-|W--\-%-E-s@2---1-լ-N.t-Ï-.r.(}.R.3,.N.{- ,F--w +-:P--:-_HL--[4-w--#-h-"-.u-\ +-&-Cn-؀--Q--q-..b.8U.M.15.W3.y-0.vJ..:I.Y.<.^. +.YC..H.&.g..?/.]."..n...a.=.٦.8//1M/5/+O/Ns/n -s-^-.-%Q.).+.VW.ZM.=R.O$..n,.h.T.̱.?H.kB.r.\...Ƕ...w.K // + /'z/>R/f..4,.ï.._/ z//@a //(M/5r/d/RY//$/s/-/Uh/mA/ /e/b/-//H/w/}0>/00$i0G.%4.I/W//o//2/P/wC/J/r^//lh//e/"/K/RKp/u/\#/ϓ/Lj///V/6 /黚0 _s0 E00?09'0VB/v/j0P0~0~0 08I0Z#E000S[0o00{ Y00E0b 0;b0[;0q0&0}0 00ƚ00=s0g10 1u115-_- .V.%J.L..< .TS.L.i.B.tp.̕.!...(W.<e.nN.`.P^.e.N.k".[7.S./..م// U.<./ -/!:V/g//6Q/NG/D/`/a//~m/q*/L//%/8/g)/&/L3/`/G/a///j/OC/ŊJ/B00.{:....f..^.w.9'////>;//G/M/\F.w.W.v. &.".\// +/'/1]/j!/x/: +/B///uT/*//W//2/ݮ/+ /00#01>0 +0eC0?N0L/)/R/ %/P`/~q//00~0'%-0ZU0f0/a07h0r0}o/@/`0E0[/0 ; 0'0<020K0t0L0fUY0oZ0q|00u0*0S00j[b01"S12U2'g2220s27򈳥ɳ𳥪48NHI>ij' p 򅳤jܳtB@uG +޳Ԡx~.Uaj'{ hD`PiT6<,b ⳥-嵳m5Ⱥ$t_سaڳ6U(ػP#yDj|H!ϳ5ax3S] <պo/M>(鳢Nn)J2cг`'d䳢óadBd~kz>3gGb@гfkg,_OJNxVGmwtN򳢘QYij`LóB^볞 ߳i )v Oѳ}D0AmsƳ wȳG O񳈳t[6Qwv!tѳT>zf계~mS_쳥UHس+᳥5<*.w񂳤dzݳvafB*@S๳ʳ񒳤nq#oY.񳟅HG)2&0׳:m;q㳠H^02D٢oH25a򗳑(Ydz㳜곙rg dz!/X!jRscϳ.9 Μ晳uRet44zrJpIsEfN<ޔY2 J̳*E`A{I9eYsyXj%XM@ƳA\{:޳+Wy]ٳEd1TȳOﳗ г=۳γMݱzacu[o*ӳ6}^jpYc\ +/ +Vhwxddz6{^AYs(b'ҳX5& )gOFϳk@Qw8k1q2$>$6e%/̩)wOF'^22肰02.2Gٳ=賜}8᳘M:۳t;LJlip][.X$R߳H 8εzzn ZC[I^\x{;hxrhP+b]&%B!2[ bt޳a0Q6~I+-%2~"y0kt4bt61oN2W%]5Qy0G yhbWֳjwܳX۳C)˂A4(س C["2iгYBp+⋳F˳26_ +Zpj1v2 x;?cܲzI]2 b2&123+}3)3: 3GO393^2 +2`393D3+3q3@q3RX33P44F4F4=A|4r 45C䠳"5zٲ&+#1ӣ'"51-2z2>3 3NR3ֲs2wܟ23LP34f3oN3Z3)3a;3 3ճ4%*4 i474YX84t93 +H3R333Ǧ4!e4#34\T4 49L4M4U4z0444X4@}4}4b4Dz444͢4n5 ٽ45#55-V5!5=?5VH95A3.3`4C4C-U44I4v^44k44ů44{4۱4'54y<414424Hf44SI55@5l525PH5.5J=5pm 5b45^g5(5ITB5.5O<5nl55e5$25Ѿ55yH55h65sm5o5o@5h'55a(5f6/856<6+63Wi66/6N6krWònxOB6fcΆ1ġJ19H2hK3 3N}23#j3F73e6\`R2 212Qy33I3[3L3bn4\383N4D4-W 3E3Б-4^P4-G3,4$l4P4r4c[4tV44D4*44Z5J43=V4S044*#4oQA4g4O4ˣ4_455 4I5 i50l5B(2Լ23x3 3mE3@|S3yV3z3` 44CY14Zu4i)4(4q?4w3\x3z|383Z3h34+4 474G# 44Y4V +4`z4Qp444 4ܱ|444}5D5 +55&5URw5e^54Q5?D5x5344 k55>4҇4aP5$Z!5+*p5MN5Xb5o55d;{5m65b5245 m5)>5?|551O5Y5u\5gX5+55&55>55 5G5^'5 55t^5v5Q:5z5'5L]6T6x/59 56-6,;5I5 66(ȑ6 y6|6=6V76G[6b6)6.6'h6$66 6.P6A6m +p6D6WVV6i6U6l6?6p\66 6и6ծ77&5D5]5Ȇ5ژw55 5Zo56 +y6u6;C6Jc6 !J6+6[:6hs75“ 5h66 g556)6Q66x6A(*6w6wK6Jf6Uk6pV6w6~B6Y66$6L^6k6u66806\7)7)L77.75A=7B6G6=G6`6~6h667k7#7#Q7M7Y7*72E7fq7pn \ No newline at end of file diff --git a/old_website/ZTFReST_FermiGRB_maps/ZTF21aagwbjr/glg_healpix_all_bn210202538_unocculted_cand.png b/old_website/ZTFReST_FermiGRB_maps/ZTF21aagwbjr/glg_healpix_all_bn210202538_unocculted_cand.png new file mode 100644 index 0000000..db9f1c5 Binary files /dev/null and b/old_website/ZTFReST_FermiGRB_maps/ZTF21aagwbjr/glg_healpix_all_bn210202538_unocculted_cand.png differ diff --git a/old_website/ZTFReST_FermiGRB_maps/ZTF21aagwbjr/glg_healpix_all_bn210204270_unocculted.fit b/old_website/ZTFReST_FermiGRB_maps/ZTF21aagwbjr/glg_healpix_all_bn210204270_unocculted.fit new file mode 100644 index 0000000..3672110 --- /dev/null +++ b/old_website/ZTFReST_FermiGRB_maps/ZTF21aagwbjr/glg_healpix_all_bn210204270_unocculted.fit @@ -0,0 +1,3529 @@ +SIMPLE = T / conforms to FITS standard BITPIX = 8 / array data type NAXIS = 0 / number of array dimensions EXTEND = T CREATOR = 'GBM_healpix.py 2.0' FILETYPE= 'IMAGE ' / Name for this type of FITS file TELESCOP= 'GLAST ' / Name of mission/satellite INSTRUME= 'GBM ' / Specific instrument used for observation OBSERVER= 'Meegan ' / GLAST Burst Monitor P.I. ORIGIN = 'GIOC ' / Name of organization making file DATE = '2021-02-04T10:01:38' / file creation date (YYYY-MM-DDThh:mm:ss UT) DATE-OBS= '2021-02-04T06:27:13' / Date of start of observation DATE-END= '2021-02-04T06:37:27' / Date of end of observation TIMESYS = 'TT ' / Time system used in time keywords TIMEUNIT= 's ' / Time since MJDREF, used in TSTART and TSTOP MJDREFI = 51910 / MJD of GLAST reference epoch, integer part MJDREFF = '7.428703703703703e-4' / MJD of GLAST reference epoch, fractional partTSTART = 634112833.437526 / [GLAST MET] Observation start time TSTOP = 634113447.849066 / [GLAST MET] Observation stop time FILENAME= 'glg_healpix_all_bn210204270_v01.fit' TRIGTIME= 634112970.655966 / Trigger time relative to MJDREF, double precisiOBJECT = 'GRB210204270' / Burst name in standard format, yymmddfff RADECSYS= 'FK5 ' / Stellar reference frame EQUINOX = 2000.0 / Equinox for RA and Dec RA_OBJ = 116.12 / Calculated RA of burst DEC_OBJ = 12.7 / Calculated Dec of burst ERR_RAD = 1.32 / Calculated Location Error Radius THETA = 65.503 / [deg] Angle from spacecraft zenith PHI = 188.592 / [deg] Angle from spacecraft +X axis toward +Y LOC_SRC = 'Fermi, GBM' / Mission/Instrument providing the localization CLASS = 'GRB ' / Classification of trigger OBJ_CLAS= 'GRB ' / Classification of trigger GEO_LONG= 194.1833 / [deg] Spacecraft geographical east longitude GEO_LAT = 24.75 / [deg] Spacecraft geographical north latitude RA_SCX = 322.4019 / [deg] Pointing of spacecraft x-axis: RA DEC_SCX = -18.0891 / [deg] Pointing of spacecraft x-axis: Dec RA_SCZ = 61.1629 / [deg] Pointing of spacecraft z-axis: RA DEC_SCZ = -24.9998 / [deg] Pointing of spacecraft z-axis: Dec LOC_VER = 'dol v4.15adb3' / Version string of localizing software LOC_ENRG= '(50, 300)' / Energy range used for localization LMETHOD = 'Interactive' / Method of localization CHECKSUM= 'W4aHX1R9W1XEW1X9' / HDU checksum updated 2021-02-05T13:48:11 DATASUM = '0 ' / data unit checksum updated 2021-02-05T13:48:11 END XTENSION= 'BINTABLE' / binary table extension BITPIX = 8 / array data type NAXIS = 2 / number of array dimensions NAXIS1 = 8192 / length of dimension 1 NAXIS2 = 192 / length of dimension 2 PCOUNT = 0 / number of group parameters GCOUNT = 1 / number of groups TFIELDS = 2 / number of table fields TTYPE1 = 'PROBABILITY' / Differential probability per pixel TFORM1 = '1024E ' TTYPE2 = 'SIGNIFICANCE' / Integrated probability TFORM2 = '1024E ' PIXTYPE = 'HEALPIX ' / HEALPIX pixelisation ORDERING= 'NESTED ' / Pixel ordering scheme, either RING or NESTED COORDSYS= 'C ' / Ecliptic, Galactic or Celestial (equatorial) EXTNAME = 'HEALPIX ' / name of this binary table extension NSIDE = 128 / Resolution parameter of HEALPIX FIRSTPIX= 0 / First pixel # (0 based) LASTPIX = 196608 / Last pixel # (0 based) INDXSCHM= 'IMPLICIT' / Indexing: IMPLICIT or EXPLICIT OBJECT = 'GRB210204270' / Sky coverage, either FULLSKY or PARTIAL SUN_RA = 317.8270788224626 / RA of Sun SUN_DEC = -16.22698054900586 / Dec of Sun GEO_RA = 261.1905094556336 / RA of Geocenter relative to Fermi GEO_DEC = -22.50224772117364 / Dec of Geocenter relative to Fermi GEO_RAD = 67.52137439899168 / Radius of the Earth N0_RA = 61.43294266078619 / RA pointing for detector n0 N0_DEC = -45.6358891588896 / Dec pointing for detector n0 N1_RA = 34.73456090061218 / RA pointing for detector n1 N1_DEC = -65.77602266505727 / Dec pointing for detector n1 N2_RA = 265.3429966806795 / RA pointing for detector n2 N2_DEC = -62.54494572438391 / Dec pointing for detector n2 N3_RA = 28.88723854533037 / RA pointing for detector n3 N3_DEC = -5.45966928392007 / Dec pointing for detector n3 N4_RA = 356.1698605877363 / RA pointing for detector n4 N4_DEC = 28.3459550595872 / Dec pointing for detector n4 N5_RA = 327.6055717572743 / RA pointing for detector n5 N5_DEC = -25.22272700815677 / Dec pointing for detector n5 N6_RA = 77.86750414623322 / RA pointing for detector n6 N6_DEC = -7.16796489935357 / Dec pointing for detector n6 N7_RA = 86.19900743564637 / RA pointing for detector n7 N7_DEC = 17.23034145416832 / Dec pointing for detector n7 N8_RA = 89.26386809368374 / RA pointing for detector n8 N8_DEC = 62.25711896196795 / Dec pointing for detector n8 N9_RA = 123.2429013659035 / RA pointing for detector n9 N9_DEC = -31.96011505844396 / Dec pointing for detector n9 NA_RA = 176.5116481643322 / RA pointing for detector na NA_DEC = -27.49666469316396 / Dec pointing for detector na NB_RA = 147.4992395032682 / RA pointing for detector nb NB_DEC = 25.61639367430332 / Dec pointing for detector nb B0_RA = 329.1858620191899 / RA pointing for detector b0 B0_DEC = -22.19390511721879 / Dec pointing for detector b0 B1_RA = 149.18586201919 / RA pointing for detector b1 B1_DEC = 22.19390511721878 / Dec pointing for detector b1 CHECKSUM= 'SHpAT9n0SEn7S9n7' / HDU checksum updated 2021-02-05T13:48:11 DATASUM = '2643990815' / data unit checksum updated 2021-02-05T13:48:11 COMMENT SCPOS: [ 976114. 6298412. 2640325.] COMMENT QUAT: [-0.78830893 0.31885356 0.02702949 0.52551766] END /p/O/]=/zOX/͓//|//KGG/f/:/SX/R//o/ 3//^/dv/q/0 /B0y//=[/%/<///7#/p/+U/B /-W/2]/[E/xL/IE/d//#T//D/8/QH/)[/?/D/Y/I//S/P/0//l7//Y$/ua/ڷ/"//J001 050#;0F0_u07V0M0s0lD/W0 +g0)0=00.0y00f0><00-00Ѷ0T0n0D20[00f0v_@0[/R//Ј/0eK0!D0*0O///-/nA/~0{/M/@04g0J0&0:00c*20~O0QY0jq0HQ0,w0 0O0@j0X010FQ.n/ 4.݇+.T/{|/0 /t/!Z.ʺH..p .҈^/t/.$/ZR/G-/a(n/6/N/~P//iS/s/'Yw/=N/J/-w/U/q[/D /]..U... o.ڄ.E..8...@...LJ..~/ Z//s/t/3/K/$/: ./..//*_u/ ///Qg//o/=/*//#/T"//z//"/ܚ/v/00/zv00#d07%0K0(/ N/2/Ar/1\0 +00e/u0|=/eK/W/R#/m&/N/2y///@/YR/0F_/GG/u ?//`/}6/F/Ϲ//d/T0/A/2//4//{"/ĩe/ /pW/ʲ0õ!0tX008010A00700(0;h0'00A0k1 }1(1 η11:Պ1Ovz1,j1@w1D10Q11111D1$k0:m00'00{r00v0f0q0.F0^0y&0X0<090v0ܳJ000,110h1 u0D0ц@0o0P0C1 0H50(1f*N1 1U*1lYY1D1O11_1ER1Z161Je1r}191`z1x181'151_1Җ1* 1Z)1l1vB11[11 L1d1>111(S1;Xy1 1-61O]1f1@1T-1+|1 01!1\11t1D1$15ߡ1~11k_1F41y1*11B1Y'1q +1Io;1^13Z11vhV1 0M0eq0T1cϊ1{1R1hJ1*1/1wB1">71Bvp1VP131F0!0Ņ/000y0K0A%0000<0D0O000Z110%1 +N1%@17C11)H00 0ӑ01 11e1M.k./B.WIN.t,.}.&.;.'.DZ%._}.3".K.~).f.g\..q.ޮ.~i.ˊ0.5/}.4/=........).#&.9..)^.S#.p .@.[X._.O-q. Q./F.G. .6HX..#.yL...T...ca.&.OR.k..:.&. /!Y/6F/?/&/M/ho/<^/T/5/. +/ ;/,h/B//2/~/#R/o/c/}^////[[9/w/HP/bL/ */Y/~/H..LR.3`.V/E/"B/V/.Vk.2..». A/;.Qn. +(/7͊/O./()/=/iSf/C/U/pl/ͳ/-{Z/ ,//C/\/2/IsC-[ -?-"-.و.&*. .J~-o-(-ڡ--r. (-5-m.<.V.,3I.C.t.rz.^c.|.B.2t.܌.".J=.fW.8.R--` --ty-/0-M--ϻ-}--fU-h---U-m.+.K-ʍ.2.(n=.?hC.lj..jR-|-w- -p_. Z.-l...Y.=Z.P.>x.a.Z._.%. c.nY.$.œ..".M//\./&/#/8P//(.֗.^..lK//)&./ .YR.v.F.`..-.~3.U.4.L.$}.:.hk..S.p2..;.U..Z//.Д.`....܆.z ./..`/ȩ/15//x0:)0/ +0//%///F///ʘ/D0$\*07d00(Ţ0M0d00T<0/0B 0j00h000B0C0q0li00Xܝ0qC00_0(0b/Ov/iK/=/U/ :/h/o//-/C`//2|/[?/v/H/al/z/:/I/W/҃/By/N/ /eg/#/}o/M/x/b0/,/$!/)/#r/D/q/7/N/((/= +\.|/.݉T./'/,/ #//g//TO1/n6!/z/6///B@/Z/1z/G~k/ts/F/_/z0*0&/Q0A0 403A0~Y0$S/D/m/,/w0Ri0#/>g0 +]0G0;0]l06 0K`>0u0g0ag0z0'0:O0q0+n0O0fS0>0S/h//@////в5*6 5`5p6756N6'_6=6i W6zs6U6pФ6c6.CK6 +66DW6\gx636I55=55~5A5~555j5k5Sj5sJ5x +5Հ5.5^5Q65&6`6$ 69;66)]5b555S6 65ei6 727$ ^7&l7757I7(*7;O627 Q6&7o77-K7J7 a7`ݡ7y7P7g/ +778`7^*7X%7@N7Ui727F 7mV77[7tC&6!6{_6ܤ6(;776w7 6<6ɖ6[6w666a6jW7%r777|7)7K17bӽ7*6ɸN6677ҟ7K\,7)o7;7a87y7P7f~7(7-77 Tr7@7U72,7DB7׺77n67ͽ7 7I7c?77k77Yd7p7_7f7g=7O77`643O34;3J3l2[3#QF3GV3L4334`4R4?A4o 4֢44644 4K44,#4}?4#4W45=_5[5)h5E5~C5m5d5x5{50M65L5׻5MME5n"%57q5U5 5Ժ5&5!5585w5G5Ak55va5Hu5R5Ϛ554s5 4E:4S,5$5?O55+J4444b5G{5455]585G]5fQ5+55u5A52v5O65a59f5o55V5w1XX)2# ^2 +|3?32Ё3[^ tK2h}3m//02y34 3@348*4dg44D(3zű3I3.3434$34ճ2,rXZ| R14.B~DwIm2}o"EWtܳ92ԅ3J727i33Z;33g[3ϱ/l2|017j3|3)2 38ƕ444s4y44434&4Oc440T4\ 4 t4ܰ4 4y55%_4SQ5Wa5?5^[5+5HC4I544&5u952f5l054vf4;3444h_44F#4w634334'@4Re4 424m444^45fZ4RY44Q4{@4^)4M=4+4ߢf4wU46T;6$6 6R269V6P6)26?5 +6556/6/I6 u6n6j 66V6qD6lk6s6Q66D(6\z63 6IQ6x +36AS6cD6~v5zt5ޡ5C5Ȱ5}65e65M5l5r55L5fV5a56$>+68r66(չ6O=6hP6> 6U06655E6 +6-6C26}62>a66N6u66t72*6ٟ66y666ޯ6J|66|6*77"27a7727Ea7%O766p7 +6y67{7(i7 7V666nX6U66%6B6q6ZG6tV6G|6_6y^6 6z6!6*#6-66!P7ܮ7+D6o7;6:6@6z6 6J66tD6o 5^5x5fX5555y25q5OTp5oF595Vmk5xK55vD55aP5]%5ǝ56۠6"IX66Q5E55o5i56855G5%q5?^5p?5+5]5xr5GqX5e<5P5(X4z +5L515N\5G585z-5g5H55J5_55|5mx 5_5Uh5t5Ͽ5'5u5n566[I6LhA6&6:]6f+6h:6RO6jr=6>6+,6 6|6@pS6V6/6D:66FG6L6@E6C6i9666o]6o6[l~6t656,6O6Y5P6 x5o5r6J&63b6@6#i5ف5z5^w5K 66 +-5|>6b6H6`#67%v6L]6zUJ66e66'Q6;F6r6+|c6Qe6ir6?6U1(2 1V +2j2p2)221*1f1#.1O2P2d1X622:r2Li@2-8S2=F2_2u2P2cX2 ^20nG2I2#2AV2S23<2D1.1d1=Q1v1W<1'1ԋ1i1?K1o1& +111ؔ1L:1ȕ 2 +}N22i(2 2&s262+2)W121}1$2R222c2x2E2y_2 2D2`2}2n2g2|2W2k2922Uv22|2*52^222X'2Ъ2222224r222K2G2ZQ29Y2JH2no22]d2q2+2< O2m2.h2Mx2`I2>2Ph2n2f222t22222t}2:*2b*2wV222\2f<11&%1j1*11g11v1m\1 1[Fw1qy1P11b711)1C]11Ϝ|1s21A11΃11111Z1$1h1J{&1_1:1NY1vv1x1cw1zϟ1,qF1>p1 I1//1R1g1A1U1j1I1-11vm1111E1C1koT11%1<,1ay1Z22!P22п202A2#22152 +Œ1ꦢ2w22%ʗ2 22RJ2e}a2C=P2T\2y 2 2g2|(242EL2'262Vn2i2G-2Xi111:12Z2+[1P21p1`i11o1ޝ'1l112383Uj&3e"3Fŧ3Ur33,H33 F39 i3F3,.383ue33d3u\333R3mt3U83d3Fv23T#3ts3D3cȦ3s%22I]2222K2\2@2~422k222D2722Ź2Kk2>2̟2#3U2L2~22M22O2>2݀2F2͢\2ZpK2mMp2J\2[.22d2n2d2;dR2K,2-u2<2]I2oǐ2L?2^2-22(222)222b222p2;2a2223 +O&393"3 +gG3 #3, J33;2]32ݹ23 +UE33{3 +383E3+383S3bm3E,h3R33+"3D337R3D(3*]#36Q2&2ݰ|22Ͳ@23:2c22 Y222V2\22k42Ȧ3 323 Z3@3)aA3t3JO202}22}3`\3I2 +I3w*11"w1"1Z121E9%1$_1501 0P(0!11'1 1I1YF1o" 1Hr1\B1vl1e1rM1Np18پ1K1*h1;1_T1v m1N1b0P00K01G1h0X1)0”0m0je00ڲ0;0@ 0Q1 +1-b11k1>e1QS1/}1@1=10W1<1!111R1#1rI11O41k1311R1B[1 11y<1e1C11ʶ11cF1>Q1'61y2]2y1P2a1'd1 1O1O1ZV1&n1-11e1|=1S1h1;|1Y1 o1u1Cl1Vk14U1E1k5D11Xح1m11111kP1@1F'1Ư11811"1<[11:1Y@0-V0b 000#0̒e0E000h&0w)0j000c0;00.0<0>0,1 %101 + 0!y0Y0300b0c0w0q0WS0nJ0E0[f0<0B0r0h05(0Iy0&p08T0_.I0vZ0Lj0b=0j0^000īb0؞[00?0/00zԫ0x0G0:00v +1%16011'H1Gۏ1[18%l1I1 =11]1L1)J19131+GJ1o11\C1q1/\1=1 :11K1^z1;1MFZ1sp1,1`\W1t<0V10F081I11\k12k0ɱ0Ƒ0y060190|01,ʬ1=11.'1N1a1>k1O41w1 Z111/]]1?b1!v710i2 2.D2t2!nn2=02ML2/Z2>F2 C2I1g2 +2"120P22"ɶ2^ҟ2q:X2N?2_R2o22qB2~ 2>֒2N202?02_2q42N2_1q11؊1u2 +=2}~22 11ٝ1112{1x1P2#520Θ22#r2?T2N_20h2?A2 b2 22 2#l2082p2#b2o22֚2֤2}222<2e22q`)2'2p22462)222N222F2م22u22'*2V2ɏ022292_R2pO2N2^222p2332>92N20Z2>r_2^-2o2MD92\22-202*W22122nz2}2a2m2Bg2 f222_1LT1k11I1ɫ11 +18s1111=111XO1 1ż2`1~ 1}2 222 fv1ʎ1ۦ<11ʭ1)271ې1햾1v;1%Q1b1wEO1*111V1Q %1cr1@y1Q1x}1j1d1x1]11m1m1ʓ612t1e2! +2<2(Z22898LAa8,(8=w8`j8uP8PQ8dy8 8/_8BE8# ]8A8T$.838D88U8{P8&8"8^8hi88i{8&8X/w8mt8v88_j88 \84C78 /8&86o8e8)|;7=8|7(7z888x%8 8H8\W8:L8L8qo48@)8`;8u8,8=8 78/o8O8cm8@y8R88Դ8Q~888hJ8i848- +888tD8888?9 +k9<99 9$A]9299&C8n$9y"8=8e95U9K9 9~88p88$_88>8ۉ8b8yU8^8f8}#8 8N*88a8Ζ[8<888W9E8HB888H8z8n8?88͏87L7 71%707+e8 7G777&7l7d7%7=727{s8H8"<8 EH882<88CVB8%O847W8 i78!8l8'[8 q8 77 7?7O737Ɣ77B7 37o7l]O7iX7!7s%777Ɖ7;c7&7DZ887Xg87h7̶777z7]7ى768U8jܛ8F8Y+8C\8@v8mͰ887 8II8*A8:Z8[;8pa#8K8^8}88M8p8d8h8_8>8F588rR8~8ٮ88F8`8q8,r88h8<&8M8.J8>8Q8r78~8!80`8l8#Q8a$8tB8Pl8b*8q88w8ܼ8@8R82w8BI8e 48y{8S8fݸ9BLc9R/94vw9D%9d9wj9T9f|39(V96=9*9)9E9V097%9Gu9699y8999919eU9h+9{9W9ip99{i9|92{99l969!J9*ܾ99kJ9)9,,89889g69۶9D9P9H9YLP9:L9I9kE9}߶9ZW9l 9-R9;9 9.79J9Z9<%x9K*T9z99w99)99z9Ӂ9ܥ9?y939@g9999?>9:99-: d:S:A: y(9Ӝk9C9<9pC9:A9/9Z9^9l9~9٤9|`9(9}9 9lv99[n9l999,9k9 y9rk9c8999)9c9E9Tb99G989I9t39[9958۴88ǿ8I89 18t88&88`8(8څ808O3839(9!N9 +}9R9/s9<Ͷ9"#9/Q9e9 V89a99"v 9 vK9I8K8L8888ˑ(88S8݈88{88{8@88z8ܝr88tm8Z9,9 8Oe9c]888_8A8o88jA849K9[9=9K09l9~9[29l9/9=.9"9/B9K?9[6U9=9KD899B9~u9C99'9+C9 9l09}?(9Z9kK9֨9ZN9{999"9 ժ9$9/h89<}9"aF9/%29s9 89B099!9 dp9A9JT9Y:9;Շ9I9i9zkS9X9h49.d59;F9!89-af9He9W]]9:PB9G~7Y7pL7I4!7^&77P7u/7%79ذ7L7+o7= 7b=7x7Q7e7̆7!77c7Y7$<777(7n7}!7$7z7@7o747%7.`#797 7@7T<71Ċ7C77T677$=-74179l7&dJ7i7h7WA7lԵ7ߕ77Sg77F7ZZ677g17I^b7p 7q7]u7s@777678 H87t_8 7ş~7Г77e7a8k7ځ78$S838{S8&;8C8Uw85j8E}8 +8t8C28.8' 868+8(h7DF77JE77 z7ܣ^7 `7Q7ٷ7777777v7$78mw7t78U}88rr8'7ͽ7T 7NP7e78E77 D6666ſ7 ]m7z7F7 6]w666g67L6ל67(79x77+Z7LT7`7<[C7O(7f7f7S7 7-O7>77/16l]66y666ڨ6]6ȑ96tX6z6n{u666!6%6f67L6ް6'77"u71776˓6d6d6T687 +6O67vQ;7G7c7y57g7( 7a7%7R 7e:7AR}7T7{ 7I7h]&7~77E7"77u7<7N7$7Ҋ7 7}77n7f777]72Y>7C{7$!73(7Ux7j7E]7W 7~7&7 7s75J7F7'Q78d78Z7 +7lg?7u77 t7717Y7n27H/7[:7'7R7o7a8h]8}e48VZ8j878)8~U8+8F8X8878H 8k8#8YZ8l5N8/8c8_8U88͖E8/8 +8888O8=88Q8:8*89n8*8*8H8Z898IԞ8-8888+u8:b8zY8,!%8l8j8Z8m8=878z8I8JNd8Z8:ߴ8J8mH8d8[ o8l8o8:8s8ݦw9u9 +809Z88 88go8488̅8Q9[9 k9 +G99,QS9899*99 y8q89d9R}9T9-8[8688!888˙8?88{8|88UD8f88ը8l8.}8.m8`88u9x8$8U8C8ҿ88%8ק828r8Շ"787?7n888Sg8\777u7Ի787n7j8,z58; 8p8,8Jg8Z^8;8JW87L888]H8,8:ש88,\77_7'7e_7_7F7V7[7c77K7E7Ѯ7S7{7l7877l8C8%Q887D77ŗ7 m7`87灗78l8~#8ZN8kQ88-j -T-Q-.--.---v-@-$-a--mF-|-\--"---:k +-U>W-)J-A,--',=,[--/- b-B-s-"(-]|--|---Z$--IC+-e-63-Q-D--nd-.~..*6c.w..A,.[0.0.G-. B-D.'. m.6y.).%#.x.f[.bI.I.K.P..u.NW.i.<'.U-.1.k.q4<.]F--M-vj-S.$.,-j. --4I-:-%-m-b--l.+{.BU.Kd.1..\.x۟.H.c Q.n.!..:.6H.O.&`.,V-,vg,B6M,_,,,,/,)-<,f,R-,!-)^=--X,<,,j,>N,- 2,~,-;w->-|Q-lP--3/-E-[-i->-T-r~-p-/-#-;/-.02-t-+. .,K. +. l-E--<-l-.H)-{2.I-Ah-\-/-Hï-{z{-*-d-[- -6u--&4-PW-mc +-=-X%2---U---@y-{-;C-'-m-v}--?-9-S-W.Z."..h/z...ͮ.}..q.].C%.V.ڐ...-1. ].,.C.'.2->-N-̌-.ۉ.".J.o|.\.x.I!.b.@..Gm.g.7.O +.'S.=".iE(.E.U(.oW.~4/ +.w/z/)/1]//"WR.'L...ب//?.ݚ//F;q/]Q/5}/J/v՗//b/{/&&/9/K/)n/O/fۋ/=/S@..).k`.=:.1.߲.F.t..g. .6.q.i.!.P/ :/.=/{/-x/AP//1.P/t.Ց:.//"/v,/I,0,JĤ,,7,i=,,SY,sX,j,&,W,g2,@,\,.\,H,u,z,,XH,8},},H,{,}q,C,f9,c1,,d,p, o+>, _++P|,D,6*,,%n]+ ++B++]u,p,@+,{,Qvh,pR,>K,Z,(,H/,{ , ,,,Fħ,d,4x,dF,z,O,nC-^B-:,- /-,"-D--34, +x,n,B,z--#0-2-f-`---L3b-hq-_--)-"-:C-Sp-)t-A-p-F-[-y,G,ip,,ȿ,-X,N,E,,x, ,ts,Đq,X,',̡-b-/- - YF-HAp-c-6-OF-07-+,-C-&-=v-ڊ-,f+fI+mS+{9+Cw+++eA+Vk+k+`+qr +x+u+ʘ+K,+( ,=,$I],,e ,<ќ,Xj,+IJ,EJ+[,+֢+8 +,Ic,3,:,#|+[C+}v+G)+f+l+A7+B++4j+Q4+$t+>~+rY++\n@+~Ϭ+9?++R+̻N,w-,+F,<++a+ 4+ +ֳ++ÖS+(^,xy,v,b`U,,,u,f,,N _,l[O,;,WVN,^,U,vI,9,,,-X,ݥ- +-,-,,.I,|,vG,h-c\,z,,+,D;,У,2,`b,ɫ,M,j,i,#R,v,,;,V]&,*,Ct,QJ,U,lW,R,$,R,r@,,ua,JU,`, ,>%,Պ,e,-C-Ӱ-`-&-茶.3-ڼ=-s-i-=-|--Ǧ-g->-M.V.,. қ.ح.Bx.[\.2.H-h.5-I.." +.7O...'-V-ı-l-b-_-d-,-$-W]-tZ-Dl-_A1--'*-}Q--(-E-®- a.M.99-sI. J-?----y-$ . -ϯ-`.vW.@.ac.}. .T.g@..NVI.h.-WK]--j-s-;---EV-+-4v-_ -|S-L_-g0K-O.&-A}-H..|.,%. E*.J-ʇ-?-md-.x.u-a.^.A=.X.1 .F|.r`.,.^t.x."?$.6Q..&U.K.dH+.; +.Qfg-ε-{--q-׬u--Ū-rL---[-hj-5--,-g.V.- +. ].+.@.i.0P-Y.-n-b.u.!ٗ..*Nճ*`X*Z볂ϿP풳E@?K)Ƴv> t׈*4{ 31'@2q]2WAh@3ݱpb P6`oѕ4;y2M}Ş2]Wҝ#ͳ^2YN<a"^ԩJr Rɳ_泤p{o;zⳋb3Td3;3 3o/3G4L363R{2=o3'N12n3s33@3e4=4k44H%4|474x4"44)3ғ4 W4S!444{4_mY,2\-wn23ZEY2qk3K'vD-d0Z2aIc1;3S33u3w4%a4?N3r43,'3Gy2z +3Ev3Cx4=3mH3H7)!WrpHٮhɎvՃ)˳}Wtݳ=&~곞\ 쳗/(ێݳ?Ǵ H@۴ !Xod5]s l +Tδbش Ĵʴ }$׳*廛ϳ۳řJZ_(Գ鳳0&-y}ES0?xEMY䖳 زݳxj懳A68^z\'7{253Q<125"3_3D3v3|N8z1٧`,230z12g&9˳%N>1 rJ"jE(ϳ"8 BHⲶ\>vl/`2DgXݰׯeL2^f ҳV)DzgC!Œ4a4445 5$4'J54~44}V4V4˦5t4l4e5>߫5\;5*+5E1=5}W5ɛ5bغ55)50V5[55L+ 5jr5615RgV4kQ4r4I2^4y44~44ԛ4* 4S4 vg4414244_4]45 4=X4'm5#CA5<5qy5(w44f4G4“85^5G+4i55 5\55z 5%55$5I55K5q5255ƨ55n6 o6T!56 6/Y6C66255 5Yf5Q*6 6"6:6ju5X5xde5B';5_A55v5 +595-5H5g#53'5e5c5N5lyf5C5555:6#5K5g5z5V555_5 5yp53[43334?c4j 44H(3U33I3M44)3+4 i 4454w:44o4 $44ё4R4S643Y4]4D4$t44b3 l3cRp2e3G33O3~t3(<1]2@2!k33$3I42 N3L4\e4=S3C4ٺ4h4ga4Grk4t3;r4 3 + 3՝4(Uh4P%4 42_5 +(5 n4b5p59\5T_5%M5>K444L455*55d5sN55Za5yz5555yB5CC5`~5/_45I55!5fL5!4 +4_\44*4s554x4<4A44[A 4'444l4)5T54]y5 ]5"5O5lmJ5:=5T46544:i55&5>%595+Ah۴ 16\ Z( ' +@}Ӵf Lf ɥ[l;V2~( 㒴 :gc)LB )gtkTO^c;b ϴT_y= >d +z۴ v + %.Ǵm? t / b= +'㛈~߉ϻh ѳá_̳5ʰ'֋yV|H (I6ֳgm:>Ŏ)Գq`곜wtlx}{=hf,eYO'담t4K%HVئXf áѳ"В1Nn,|S2 3.GQN]اޜ݊ 6:(%OFjŴL{`u+ٴ.(nߴC TZ҉ {ro޴ԇ9_/輴/ (U&jcAXВ +2g  Yܴ.{z } δ {}px +L#뾊A&ޭ6;}ZPᵴRYkw𓐳T9CiEo7aݴ Ŵ r _ 35>1P οKpCr}[:F| +e"ô  .ѴWb7X2S=342u,|>+R>lXA113ei3J3'3V3C4I33235<22233Ń3Nl32u5Cth> ޲6Rc쳟"]%[ʳp-Z/'^dz~гM:2`/3 3f) 2R3 ݲI~QTY1N32 T2:4<4eU94x{4E54W4F4qg]4 44&M3;4 +4N4|-n40S4X<4J:404x4ʈ5584d;54V#444t`4Н>4-44ͥ3X3363L4"49kh394*.363 23O%!3Ì4R533?4b;4:4CL4l4[4C444$|p4K544-4w+4)f4Tb4sE3f@ڲ$pp8yr߷y.)B>?y ;cij2$ȲUM{ ܳU{2x"oBG錮TMAճ׀ ?߳m߳c]xFȳk0:),I^!Sj1xV2h3 E0C23e33"g3941O6W(2137]&2)2343 3445~4]o44?3i3<3N3Փ34!.3642+22%R2qzj1P)óqンBQj#q\ 3 U3e23"~3R3E3}3OL1L2Ǡt2337`3: 23M00)ȱ0 h0І0<+0PT0,Y0?H0a0/B0(00/0x0!,0fh0~0S0i'0vz0ٹ0Z0O0BL0V02a0E6Y0mF0Î0Y˞0pC/بT//Ƨ8/ܬ0x0m/0/)/\/e/0/q/ d//th0#050G0&80H%0\R070J.0 0/<0 0(0:!00*0.000yn0"80Cc0T000-0a0Z0K0d+090|01$0<+01 +1"k11^0000Ӓ01 0080s@00_t0v 0D00W00M>d0b0<~50O0x0h0d-0{/00” 05E000S00L00o0090*000@/b//>///эg/8/2r///k/\/K/D//^/20/ 00/*~0Q0f̙0@^0T z00 0001L0BI0"Z020}s040h00K0%00<0V0j0D0W!000lr0/0g/./U0g 0$a0 40/H/䯅/G/p/e0 +J/mH/Z040FLe0%i0660Yie0np0G0Zת0x0'l0 0D070I&0(80811Kn1AO1#:12E1R:1e1A1R1?1#1 +G +1|121BIT1$]12E1x11eF.1x1j1{11 +1S-1eE91By;1S*31x11e1x30y1 +]0|0|1K1$11 <10^000;11 ~0È1`]13)1Bth1$13 1Rk1d1B91RsN1*1$_1 {112Ҿ1A1$j12i1z1>1T1e11j1H1Ơ11e161 1K11}1ĕ1H1L1Z1"221?2j'1$,1W11k118*11*O1wFU1O1c21v.1?1H1K1I1Q1b1A 1P!1tε11au1s&1x111Oi101x;1ώO1KL1I1)=1111G1CX1X 1da0,00010-0<0ǂ30UC0 (0900000g01V1 0v1{11$=f1 tJ1,0ٍ0r0#0ٌa1Ui1 "0-1 704e0>'0of0ɜ040$000\0p0JQ0]0?T00q`00B0%V0Yo0 #0O000100a0Fz0C0B0DŽ0;0111@@Y1#101O1_1?'1N0A11"1 +181/1=ֿ1",1.1q4111^1nf1g11dD1J1L1\1/Tx/B#//j/J0/e/ɗX//H#/Q/[/q/8//OE/]n///$'//*..FA.`.I...&.i.4.{.j'z.).{..ߐ..o/Ȁ.փ.U///=/ .*...Y./.4.~H.VQ.pk.EAL.\k.5.DP.vK._.5.Jn.&X.9.a8.{O.OA.g).'".6..9..{Q.-.#o.L. ..{.X.R.lQ.M/0j/C7/"@/3d/Wy/m/FY/Z{A//$/ +/Y/6/HZ/'p/8/߬//p/`%/#@//qD/ /]N/s/K/`/./8/v0`/X.k/ _w.粄/./%/)/ /U.O.+../U/ް./o/;CW/N/,Q2/=5/b|/x3/P/d//.// /@H/R/0/B1b09S0KN]0**0:d0]0r{0L0^800a0+ߘ0:0 +0;0L0,06%6~5³6-6(tn6:6%6+0555ru55m5ëz55lY5ZQ5x%R5CZ5_dV5 55~6B55U5&55L6 +6[56 c5#@555Л5F55ΰ5]6w6>6cC6z66F666O36f([6=6R@16}@6jj6h56] +6"6 +66}e6j6J6Ф}6˜6Y:6^666>6 6656@6.6@660xT6T6j6Bi6Vs6/6 606,3626D'6"m}64 666m6o6 +6O66IV6Y26ov%6FA6[ J6ʯ6r6q:6͞7$7B7rM737i7 777_7s~7N?7`ld7|97)(7t8777ŧ7/77ց77[7ՄA7̩77e77t777/7=7N7.7>n7a<#7t7Os7a 7!a 7/77"FJ7?7Pk707?g77Y7u%777t77O7b o7u7PP7b777t7k~7I87N7q881887`7b7p7f7@87Oi758'o84868&8A8P-82Έ8?o8*W848"8 8%81v898#_7m7Ö7M7R77,79.757|7776m606z]6IV6 D6M6M66N6b6\6#6 6$46=6É7 +76s7 +z7# +707KG7"Q666}67 +7^67 +qL7T7|+7sM77e77t7"7`!7r7N7_F7C7z7p77D7s7%z7g7j77)7b7J77+7V7zL7 7M7D7>77M7/7=7]S7n"7Lvl7[ 7"+E7.7B7! 77z7s7\7Zcd7j7I<7X57|B7uk7hȖ7yJ5/5IK5535d5i5N%+5j5 w5!4h5#59E5S e5%5="55̪5h55R5ԉ55g5p.55W65t:55rl5i3545 D4Ŗ4ֱ55*4,5*5u4}4 f44p5Wn5-5g-5s +55+f5BO55.5[E!5vї5E5_ 555f55L55ˏ5wO55F~5z5l5C55?55 + 5LA4s5 }{5255Ir5 554܍#4v4>4▊5|v5#5u5f5bQ5~5M,5f55d5=55:a59;5Por5'Z5<5jB55S5m_6636t,6Q666626_M6uX6M6a|6_66vo666֪x666ˑ6^6k6M26N6MS6y=66œ6T6'n6À6<6N-6,w6=86bD6x6O+r6c=66- 6?6N6>6PO6.;6?{666xd6J66666d6y6Q6d6P6_6yd6'7 b76L7 +u7]7,z7*766v66|7jJ767ƕ797Gv7+E78E7Vb7e7EH7S77)7]7nc76-7Cs7'j73Ϡ6<6ӫ6[F6 z6, +65\6Ҫ6M6U6yK66h6#6e;6B67ʀ7\67[77&:77-6;Y6f:6ύ46977 6Z[76k6u566 6/66'5֞*55X!5ت66gJ5066@_j6Q-60I6@6d6x6Qњ6də6 }(6066!>6A66Q1606A55E555U55]5ۜ5r5V05Y+5qL5hr55v56%651-66!xD6166!u5L5Tz55/6x65m6Ps66`6xV6ep66@66y>6d6wr6Qld6c_66N6v6b6e6|6D6f6ޔ'666۟q6F96Po66y6<6ɯ6`6_6@6P6086@=6b`6t6O6a@6!q60x6 6!0m6?Qb6NY6/6>M66_Q6s!t66#6ɞ6d6z6_i^6qyS6Me6]y6W66oV6 +3O3333/3ϑ43A3u|335R3G3 `3 :3ߦ3!3ǘ41r43.4,4f4"4e43ˁ33364z4 39 43333~3333F3ö3'3)W3s33Q3z3<3)33623G3z3 33p33`3=3T3 3\3Lc3ȷ4, +454 ~4*4@T4J43A4=4R:4C4 f4|4'{4114r4%'4U4`ې4Gg4RT4lr4x\4]04hXd4:à4D4.~4754N[4Y>4A=%4Kr44 +3|4Z4v4]44A+33G3Ԗ3k34b3G3 4",4+44 &K44x4=4(t404 j4f4D4 M74(}4% 443rR3U3au3p}333V3E3Q3_3B{3P3n3~]x3]3l3G33xq3W3R333(33X,3ޛ3{373¬33C3353AeH3(/533(3NN3[|3?3L<3!3&M33,313=3%* 30 13i3x3Yh)3g*323 h3uP3:3I3V<3;o93GTK3d 3q3S&3`3 3ь{3k3#3v33?*3ټ333333ʱ*33L34ъ33 4a43no43'3&33т333oi33y3"303 3N3e3g3 +3133n3|13u3}q3:3P3H33 3'N33x3I3RD3z3Tm3f]3W33%334Jc44s444zE44t4c#4n@4Ur4_L4z%4˿4i4t}4 444l4k44׫4W|4w44c4;L44N4ض4B4F4PJ49&4B4Z`4da4K4U64-M45K4!4)k4>94FA41e49^4n4x4^4hc!44B4r.4|4Oҩ4Xָ4A4J884a4k74RL4[Z44H44444,4K44z4C4 k4,g4h4Z44+'4Li4Ɔ404e4q4f4gM4444N{4442444]4 4 @44.44"s43r4t4}4d '4l4r4e4uT4~[4 u4v4C4O644.4R4J344Ϭ4Z44z44F444.4 P44%X4,]44!443(^3%4k4O4x4 I444<{4(J4/A4Dl4LrW464>r44#|d4D4#4*]:41PB4 4$3,|3V3F3t$3L4;3W3n'3e3ۍ3}&3F:3փ3X43=)3]4R4 304 4s4t94 d43V%3w3٣3 +u3_433#$4T4\b4E4M4d4m4U'~4\48Qh4?\O4+42 4FlW4M|484?*4u14}Q4dX4k44z4s`J4zƋ4T4[c4E4L3E4bz4iW14R4X44%E4A44+4144%-4 43ɂ4Y41j4j4 4j47ν4=4*k40^4C94I 45 4;S44#Ɲ4:W44(4-4A4!Zf3b3243$3;N3#X3i3~22#22䱏33 r2">3(=3-383!RN3+"3D3P36J3ApW3=33 +:3v3) 33b33&Ie2,^2D2v2@2#x2%2dT2Nq2a22262б2ε2U2G3l3<2d2g3-3;3w 35232K2[2W23$2r2s3\3i 3M3Y 3wW3Y3e3ra3>$(3IM30C3:3TX3` 3EW3Pm33$o33l3y3333m%3yڳ3[ޡ3g63u3)o3s533#VQ3,63LH3 2363A)3)i32%3 3Vv3H3 M33%353`3K3V%3<3FC3a3mm3QHD3[J3.̙38+L3!3*y3A3K33b3<2C2RH2Lc2222a^22x=2o2e\2uLC2T2A2u2E22Ț*2Uo2242S#202T42*22|22O2-222Sٰ2b2CB2Q?+2r2"A2_2n24a2A-2&22K2Ndp2\<2>2KJ22v2~3y2HB22J2P22j2y2X2f]2˷22u.H2(U2{2O2223\3 +2x3E262O2222µ2o2cX333 +{33%$3.m$383!S3 3-22`3 U3'v303 ٛ2C222qr2KM2V2R222Q=2n2'/2o2٦22A2ڶ2j^222k22c2>22Ă23]2dS2λ]2022t3}3{3Z3E373o;33|33 +/3uv3l3183x>33SU3 P33v@3ÊH3ې3s3˴G3(3~3V3*}3d33ă33!V3y7Y33f;3rn3Ë33}\3t3U3`G3E#3Oe03jN3uB%3Y 3b3UX3h3N3;!35335:39&3 +j3p3l23w33A3Q33d53[353䁌3S4#3633+|3׈353K3ۂ73%3`3m\44 3I4M4W44 4 +T323<3lY3Ws3R4t3(Z3ؓ3A33B3M33V3e3T3RG3(M333E3H{3|3$39O3J'3ϩV3B333(3"3ˊ 3D3 +3@34K3Z3$O3E337+3?K3)N31r3H!3Q393B%E3r3$ +33p3+33se33%3[13d23J3SD3m3w^3[3da3;N3C=R3- 34Z3K93S>63;K3C933 2v3O3+3"3N3 bk22'2J2N2Ȣ3|2y2U33&3 33-N`343L3&/W3$3 c2,33e3J33 X3k3%3m\S3v}333~33[D`3cE3Jw3Q#3k;C3s3Y"w3`^3%-33y33'U33'3#3z3E3g!3n9333uZ3|3:f3Ay3,j323HW3No38Ź3>33$333*W.3/33"g3Up3[.3DZ3Jl3b-3hA 3Pg3U35`3:3'F3+3?3Dq3035I: $:*: :k:6:B6:*h:5y(: +I:h~:: +G::):::N#:[s:@:M$X:i18:w8:YH:g:3%:?[:':2G:KE:W:=t:I'j9^:9 92: :~:':~d9G9R9g%9ϭ9I99]9Z::G:%:F::0D:;Ё:$^D:. ::9z":m:2:"v:}_: q:H::uOU::7:Q:sG:0:e +:rL:Ua9:aL:::n :|΂:1_::/:$:.:b:::2::!E:JP: ::::F:Rq:93e:D9:^:k:O:Z:,d:6S": Yd:)J:Ar:LQ:3n:>P:xP::g]:t::B:\:A +:WX:c:Hq:S,:o7Y:|)1:_:j>9w999D99ۇ9o9˭99/99yr9%99ӕ9&949;9ِH9:: S9:9ɸ9M9w999$9Ԕw99/9I9x{=999z99t(9f^9vZ9U9dyB999s9N9P9==99K9Y*9Q9s9‡9s9у9D9]99c59^9:h:I: +::'(:0x::$I::x969h:p::):O:::D:-:6!:O]:Y:@:JǤ:!;:*C:դ:<:3::+:F:d:I::ɰ: :BG:ߩ:u::;; D:K;6f:(::Ĕ :͖::$b:t:YE:T5:::-::z3:<~::,::v7:4.::5:z::>:|:_:n:?:N:=:IA:9:m:Sq::I::yh:W;ܿ;h;l; +<;';7;%%;.:.;m:荋:;3; :;;%;+o;7;;0;6};%GD;*;k;"*;; +;F{;A^;;n::U;: +:K::::]:Q:}:::$::ҹ:F::O;փ::#;^; +j:>+;::p:ʦ~::ػ::شJ:kV:eq:p^:UF:_:| :V:jZ:u:E:P^:8P:Az:Y>:d:Jt#:T&/::Pu:k:{:Y::Ə:$:n:y;B:]:g:m:8:qi:{:+ :3;::&R :<%:D/:.o:6qL:/::V:^:!":):,:7:M:VH:? :G<:`P:iW:P:X+:1!:9:$.:+:@߻:H:2::z:;:\:U:|r::P:ڰ:q: :fM::K1::o:a:T_::69:s:U:ɇ:Ͽ:7g:|:4t:r:\>:o}::jz:Q:s:s<:|:a:j*::(:sF:|=:QN^:Y :A:I@I:a':i::Q :X-0:}:r!:C^:~:A:z:k:%:q}]:y:`+:g7:8::nr:uz9E_9S969C9a9qG&9Q9_9)95N9g9'9A9Nz93K9?999nN]9~@)9 9 9 9U9\M9ks9L 9Y9y?99gSC9u997j9Q9`"9%O91)9V9#89S88M9 c9|99 Z9<9I*9/9:X+9U9cN@9E/9RS9!}9+c9/9V969Bk9)h93?9y9:9'?9R 9M9V9(9 9999G7999b99Ͱ 9&999z9d99޽9/9&99)989vZ999q<9 +9^9l999zu9M 9N[59Z9>9J9g=9t9U=9b. 9!I999999]9 +9]9O<9n9| 9999ե8Z\8ⅻ8Á88s9R888:8R8)8L8΍~8ߙ8Z89 f9u8q9939%9$9CZ8$Z8[X8m89#g9 8H988v88%s8788D888d8q 8<8Ú88a+8}%8kh8858'e88{8{M88@88>878 88&8o90^9;9"B9, 9E{9Q}96ln9AU99h9 +9[9(92#/9<9$m9\9i:9K}9W9u-9' 9b9nXr9<5x9F9-97'+9Qx9\19A,9Jb99Ϭ8*80z9x9x9x9 A<8Dd8抍8_8ԏ8c9<8l8t9 O9(9ج9>919;N +9$:^9,,9l982999aI9 99:9e9: +::%:c999Ȉ9q99E9ܤK9,:":: KY:H :%d:,::E::49Ä9:BG::: 9e9"9R9j9Ϲ999.9+9R9˴9999m-99߹N9T99װ9v +9?99&99Ǎ9&999\ 9k9ش:3h:::&(:,:AOG:HH:2:9:::e:ȓ:%:+":e:~:On:V":?:F:\:d :L:Rq:1r;:7&:#:)~:: :::GF9ȳ9A59ϋC9z}9 + 99Ib9E:X:: -6:s:!c:%y::':i:qc995: : s9Y:99(9z@9+9!j9d999g9r2v9UE$9_Y9~k99j]9tڕ99"9u99@9s9+9F9H929-@9e9Ζ969TR99D9N8295U9>79X9a9G)o9Ps9'}9/9x9!097m_9@7Z9)909ll9vq9Y39b;9X989l9u9Hc79Q?9889@9Yl9a49HI9PP999@9N99+9 `9j09 99V*9z99(Y9s999-|9ʋ9ѧL99\9ו9݂99O9~s9~9ƽ^9˜u999u9mK999t999\9kA9s=9X:9_9{k9"9gy9o99l989|&9#99|991(9^9v=9~9F 99؃9 (4kw4Mk4S4V^45Y474ԓ4G4C4x24 4%e44υx4:5544K5 e55i5i444b4& 474E444t&4414L4}4ƶ44_44#4&444:4 4Q4ˎ4?4Q484?44h4k44444 4"4.4^55055 +~555 M545W4/4m55=4j=4"5J5R55Y5)5 k555d5 445 +5 S5C54?o4)w4=4ه4֯4B4;4`44r4\44ƎB4p44f34j4Hr4C4)4?4484Bp44v4 4-4Д4k44Ë44w4P44>44U44p"4v4_>^4e^4}04q4kY4q(4~i4 +444>-4eO4 444m4vƬ4|-E4404g44Otc4U4@4E44ZX4_$4J4O42֢47V4%4*Y4^4AΌ4a4044B +4p4744444m44A[4B.4_4f{4i4a4ء4H44o4.M4X444 4|44>(4)44w4{4eb4i.b4,N4<4lz4oxK4T14X4E4G4[o4]4J4M 44 4r"4tu{4 .4 +14vm4xR4`4b-d4OE4Q4c4eO4R4S5"AU5#}h5l55$5%M$5r5$|5 5555f5z55{5055%5&255@5&K*5&&%55m5585 5.545a55۬4 +44G4h4444An4k48444)4ʍ4|4WI4QU4{i4v4缱4E4!4t4444nj4s4ֺc4 4 r4S|5%T5%"5P5 5$C5#'_555C5L5d555 5?55!5 8N5a55g5]55e5 5 +#l55S5 ^5L5p5:44bR44zj444Ǟ4և4N4ӯ4K474ذ4sl44i44n44#5m 5q4:T4"44#4ס4ۏ444+24m%4]4G4D4h&4sW44S4I`4044414]4}444494T)44Z)4j44J4I4GH44'4!4B4R4}4n4Aq4y?4zI444z4P4fX64g4T4\44nƅ4vv%4cu4jS4ڀ4J4Q4@4Q4L454+4~ 44qo4xW4]-4443:4j4/4{4774ŀq4ɷ4f 4\t444 4rY44V4&\44ͭ4Z4^4ǃ4Ը4׿4ʧn4v44 4444Ð44 I4ٻ44lf4{4.4E~4#464E4|4d\4p}44wr4R4g4R4 44(4E4^4 44"444Ⱦ4B444X444\4ML4!R4%N4B4zO44w3a{3Y4 +/4 4q.4fV4)j4,4ۇ4 40F543iY4#4%R4$4(4:94q44v?4 p4 ̃333 3c33틱33ۊ3|30{3`3qR343s3M%37r3S3331i34433K3Ӗ3עT3:T33i33Q3w46UX49V4(4+A4;x4=4-F4/<4#4q444 4!ͱ44L4?4A4n4042a&4Bc4C%43*4:1[4#P4$44E4*41)4"4(w44B3:3n4Hx4 3D4333Tj3d3d3O3♡34:4e44 g{4vV4 944c4@p4D3X3ց4 OP4[34/433Ҁ3|333|3N330*3J393Q333F333Z3}343qS3F333֘3323c3x3.43:37S3n3sC3[H3`f93y3~073eC:3pC3Ib3N{z393C2N3X3c'3L+3W3?P3p3|333133+3hz3n3yP3aq$3l'3O33v33ŴK3HI33ÞK3 383313n3dG3W33-[333d33[3ܝI334M3J3r3 3033u%3 3.33ܚ3\t35N33:3't3.j3"3j3333qh3ԇ33F3,03E63f[3303ɋ3Я333KT3d;33333k3n3 +Q4J4Qu4@؏4Gy4X4_n4N 4T{47uL4=4.m44[s4C4JZ4:<4@ +04f44l4Z4a6&4sKE4y4gM>4m04P"W4V 4ED4KN4[f4aR{4P4Uc4%4+YM4fQ4"n40B46a4'+4-4d4d4 4n#4X#4$8444;-4A42.47 n4FI4KV4;`4@H4(4-4 34$42*a46)4(^4,444r_4x84XO44}J4s4f4k4Z4_4ppM4t4dz4h>434O4.4%W4/444_4x 4|@4ly4oh4ň4A4r`4t4O64T$ 4D4I{4XN4\*X4M4Px4:`4>40Ƒ44n4B/L4E\4724:+4_4bc4SR4Vy4e4g4YQ^4[m4H4KI4=͒4@Mu4M4O4Br4D44W4 +e3r4}M444^4T4 `3'3=3#3#4hJ4@e337444>4}4`4#>4Wo4-44 4\44,44_4 +3X3ҽ303Ҝv3T3쒐3$y3ߌ333333<3%3F37o33ʵ3W343343,3ު3ɂ333Q3;34'Y4*p4V4!4-40 +4$4'<"444 4R44 44D43454)4+47A49c4-:4/4 MJ4"F4^640{4#4%B444f4N3r4 4 +4 4R4383ɫ3333I333\4ۻ444N 4J44 44 +w344y3r344 313;;<I;A;/;47;G 2;L:o;:2;>;#;( ;d;;-t;2K;!;&;Q;V~;D;Hrz;[V;_v;L=;Q&;6;:.;*a;.7;>z;Cl;2';6H;;N;;;;F; Mj;Su:a:X:.:]D;D;S:I:;;",;;;%d;);5;; \; z:V;;;;;c/;eEw;iR{;U;Y;l8;p;] ;`;G";J*;9×;<;N%C;QPv;?=;CM;t<;x;dP^;gC;z;}u;i;l ;Tr;W;F;Hj|;Z;[I;J;L;,;/; k;#;2;5ֵ;&^<;(P;X*;>; +; $;;;;;8a!;:P;+a;-6r; \;/h;0;'; Վ;;4(;"{;$;; +::L:՟:̍6:l::d:׋!:R:o:B:u:::E:Zh:C:,8:(R:ṅ:Q:`:湲:U::ѩ:-:Q":ն::4::':Ƶ:z!:t:Վ:j:Q:S:L:>:}::'>:l:Gt::BQ:|:v:::?::;:U:U:!:]:i.:y\:1:Mb;;:T:};F};:W::ݱ:j:١:R:噔:z:e:p; ; +:,;j; 1; D;;:H::ٻ:::v:ݺ:ߪ:s::,:[:d/:.e:ڒ:̂:!: :ڰ:(':'::W:.:ɘ +:˥:&S:2:e :Ϊ::c:j::˶:_6:$:{:X}:;;_;m;oҗ;;UR;q;r;];_;NF$;O;`;a;P;Q;֣;$v;s;t6e;N;;tSp;sZ;bhk;bԀ;RS;Rl;b|;bVl;R};R;?;A;2;3)<;B&;B,;4 ;4;%a;&P;CQ;3;'->;';%;;C;Cœ;5>;5T<;Ct;BO;4;4W5;( +;'&;ǚ;;';';K;j;F;11;s1;r;Y ;;p;;ns;au;`ii;Ql;PFL;^ +;]A;N;M; 7;|*;lbR;j_;yi +;v;gő;k?;[:g:z:}:h:c:b::q::\:ͯ:*:b:5:P::ÝN:ɨa:#:D:9 :::;;;; l;`;;-;;6; ;h:;H; D;o;;; h;#1;~;!;%r;(};0; ;;; +8; i;;;D;:9:C:徨:Z:;g:f::%:P=:I:):::T:]:ܷ9;L/;v::ڴ;; |";;I:5:I:N:!M:p:u: :x:i:ph:Xb:^#:v5:}:d}W:i:H :Mpt:8:> :S2|:Wm:B1:G0:.:%:n;:s:zj:L:x:}:\co:ax :K?:P;:eq:ij:Sl:W=:+:/l::!:3(:7܏:%Ȉ:) +:t3::: x:]:M: i::<:?:-^:0:Ch':F:3:6$::" :3::%:(gs:nl::29:S=:}:h:S:N:":&:mD~:p[:Z:]:s:v:`:cH: ::;:O:::bq:$(:x:{:eU:nU:N :x`:wf::Ize:L:9|::F:I:+:-I(:*}:#E:4r:9QV9i9^999e9999@9T9959ч9B9$99@9"M9 9(9B9F909H99䖮9~99999p929zP99y9:5:: W:`}:",:)#:+: d:v: a9:R:h :F: =:|:0:6:&J:-Wx:>:DM:3::::#:y: 8:*'y:0c: ,:&{e99[J99d:;:+99494}9s99.9V9S99ڏ9$i: "^:B :A: +:3:r':K:z9b:99A::: U9o:L:8B::W: :X:^:W:A:"(:`W:::::߼:/::v:3Q:::::#:g(:z::bl:ֿ:L::ܫ::}+:D:ov:w]:5:N: ?::c9:jΖ:W:^N:r:z:e:m:9:ڋ:au:::: :h: ::t@:{:[:k8:ߪ: :ij::p:<':::z:~:h:0: ?::::HG:d:E::+Z:u:dp:::Ҩ:ϵ:;:k:::6y:b:f:&:::g:)`: :%::o: :M:M:[:72:::~:V::::z:<:eC:: :l3:J:K::L:?:K6:S):@:Ga[:YJ:`~:MI:T7:6%::qp:v,::*:zߊ:):dE(:hU1:V:Z:ly:pz:_:c6;:\:_:^: :r::h:j:tr:w):fp^:h&:y:|qw:kB}:ma:J:NM:?C:C:R:V@:Fs:I:4)A:7:):-B:;&:>0:08:2 :Xy:[Y:L:N:][:_ƹ:Q:R:@xc:Bk:5j1:7:D5:E:8::(2Ƨ2$2 ٣2ĺ2/ʲ2; 2"-'2-72ѻ2 _1=t2`22k2 272G2T28z2D`2bF2p?.2PƏ2]2*)25$q22' 2@h2Lx212"1 1811z2z2x2\2 2#o2-i2-2 AK1Л211 2 22-2:2~_22k 2x2z2222Xi2e2G2S(2r*242_2lo2$2bh22i222j226`2g2yXU2K2Y2N2|2R28V2C12)232Nh2Y2>>m2H22%̭2G22/N2902!|2*2eg2r n2SV2_ !2~62:2j2v@2C+U2M}23U2=F-2X 2bo2F2P-1Os111 1c11/1P111zr111j1E101Ьq1%171̠:1+ 11ى11q1u111Xi1ԯQ1|1V1f1v1TPH1cB111r1*1Cu1Q8h131@W1_ 1n1M1[11.1411܃1N1`11~v1n21j>[1yS11ɫ1+1-2P2 "1ն2.2ģ22 2F1w11ϙ1N1M2)*1G1)@2%2.Lo2u-2 y277&2@N2(A21{2 Z220{22=72"22z11K1131A1ᥨ1Ȅ1Ϩ31d1^111G1111o14R1Ϳ13=2o2 11W1O1101;1k1?1̍1x~2 2;]2w2k2ԗ222̼v2222>22`2O22矾2?=2Յ2[23Gb272222E2<2X22) +2˗2! 22Y2&2g 2&]2G2x2mȗ2x=2Z2e&22\2oy2y22ÿ2222c222k2x21I2,R2im2222^3&3 J23ѕ3'3?3$3 d21h2122K22c2 2薀3Њ3D3 33"3&33u393822z3 3y33 2%}2=2292i!22y2h2<26222y 2232C.22i2Ԏ2#2ȓ32(l2222q2\T2;222B2Ix2RI29|2B2\`2eT2J2S|2*22A22$92:~2B}2+222o~E2y2\@2e^2QI232m72{-2J2Rc2:&2En[2_!.2lU2QA2]2j22 2 +22$_22 171J1R122 +)122.s29p2#\2-C?2DZ2O272B22"!s222+ך262 2*1222E22_222U-2z%>2I)2j 2x12Ϥ222x,2B2i222ev2ν{2o2&m2ϸ2J;222q232S2ߺ2[צ2h02MO2Y2u}22f"2s 2@L2Kn24%2>a2W\H2crL2Ic2T32#2d42=29A2 >2#2x02G2px2}P2`v2l2Ue2]2yd2F1%p11L1w1#41=1JJ1.r1:31 X1:110M1 +H1 Z1+c1P1g1W1e}1Fvr1S9L1s1l1`y1n5V161BgT1( 12z1Nl1[5?1>1I0י0(00Z1 140z10ɐ0׾p0q0Ơ0攙0C0F0↟1F1$J1n1D1.191!1*11 }0]1d1/1.y1be11%l1@1|g71C1PV11 11h?1uH1U1b +11%1nS1{1Xp1$11,11-1111{x113v1T1j1a11D1O141?Qb1[d1g1J1WwK1&v1101+"1# 1;1H[1.1:(1v21W1eK1t1161Zr1-1Uw1cY1Fy1S[1ro1 |1aDb1oͩ00L0X0f0p0Ќw0R000 +0z000M0002'0^0̐0٘0100&0Z0U0s700-00U00u00b/0r|!0020n00P80_vL0@0N80oI300\P0l_0{`00[^0_00=00L000| +0B00wh00111Ѯ11 Ӊ1"I1,Ӆ1J1 QC0}10hM01 K111 18C{1D\c1*B16(F1Q%1^*1B1N1o1(111`13ّ1?y1&11Y0}0߮00t0)0>0ܷ0w0000P00هD020ɫ1101!1(k1$"1z1Ȗ00@0 *0>S11 >0-1z1Ć1 1191c1r1B11{1?x1L!11i15>1i1Xs2q2 1a2@12#$22 -2{161^1k1 U2Ƞ2 +1w2(h1b111191XD1 1*1I9171$11#1I1+w1!\11L1 1zk1+11w"11I1R11q1IJ1d131e2(T22 2+2&@2<0P2Fœ2/292e2a2212#u2-122!2Qð2]42C.2N2i2ua2Y2e-~26N2@a2*v23 2K&2U2=uc2G}1¡231,1|2t@2{2-2 1ܢ:1n1G1v1a2^1r<1lu22'22%20292$oN2-*42 X2.12,2)2!*2O21l1{J1[Ț1i1121xlF11Ky1X113`11%1^N1ln1Ng1Z{1z11g1ur1>~`1J.1/1:1Vv1cX1F|1R11ɕ11j1'1:1111z1111?1#1{1111n2?2 M12_11*{11m11)1!1Z:1ޱ111=z1111Z1ه1.t1p1~1^/1kD1Q11yKc111;111)1_x1Ul111 1A11 1118^8n8M8[۷81288k~8z^8=8K!8.ߜ8;p8X8g_O8G8UI88~*88]8}8A888v~8b8c(8r v8!8br818ȑ8!vH8,_8Ȁ8G88P[8DC 8*85S|8 387\8d8}P8&8_88R08_g8A 18M8m88|_8Z8h'828="8$8.8Id8U8:'8D88K8l88_8"8js8ʝZ8u#888]8i88#8(888"K8FE993Y87888Ϗ88(8ژ8188O8u88v 88Ё8 +88[8bj8pk8QV8]X-8~?88j8w E8 8/88D8888 8888b 8858 877)7<7D8.87u@87777-77I7#7޷8a8!Z8 88+J858M8'M8M87y 7868(88%777777͚c7 7=77K77P7B7ޱ77&7c777%78W7(M777/+7_7G7]7~S7E7Br8@b8LR81t8<[18W~8cwx8FSD8Q8#8-4@8A8868@8(481[8p8|58\8hV8J88s1828K8U18;!8Dp8a-8lI8Oi8Y5!8 +^87L8Y888#-88747}%7MK7 8~n8 +t7u7W8,85K8Ł8&8>}8Gޔ8/IH878`8|88 .8!.8)$8{8G99B99 9¹9"9S9(88UF8!8 99 +8 +839* +>91On9}$9#98Hu9@w9)90|99h9g9 + 99"09fC9w8b8k88Ĺ88~88m88"88o8F8ŝ8NX8388(8K899 988r8F88w8Q8R8;88N9F9M996&9=9U*9\V9Cv9JJ9(=I9.k99*93h9:69%)9*I9b9i9P9V9p)9vF9\C9hy9?9E90"99%9O9[-9C09NRt999~99 +9K9 9m88е8n?899 +089;9%v9/99$H]98m9BT9-w96{9@99 9"*9"9+99!?8ZA88:&888 8=8g8wS88cZ8n4'8.?8 k8x8|8U8A88Rb888818888 +8Y8n8+8 8Q8Z8@u8Iu8dw.8n]:8RJy8_-81 89?G8"G8-J8D+8P{878B8}Oe8׷8l8{q@8EX8 p8X8&8]kF8kti8O3"8[8y*8Y8i?8vz8Ψ8%88͹8)818w>8;a8$8@8 8w848y88ވ97#9[28B9M99q99# 888km8൩89Q8y8o8{8)8V8%88T8Mp8^8 +>8܈8 8s8K8_8:8VF8{A8e88 8G8j8Ϡ8888c2888ݡ88 7u797c666Ѣ6fY6a36n6t@6r66"6c6T6a6 6B7| +6e6+7 +`7}I6w7{H6i6 6!656!K66ؐ067SO7bXR7D7RL7pl7C&7_g7n(76-7B7)=z74O7O7\7@xj7Lô77`d7}P7B)7w87777vW7k7zj7Z7h7R7Z7wJ777'JZ7@7727=R7%y7/77`677U7#G7 7{7JI7We-7;W7G;7eq7s<7Tir7b2_7-=B78`7 +7*a7Dz[7Q75 7AJf8]8!888+ϣ86e8 K8*88 b7s8x88x8 /8[8A48Md84S8?8Yv8f48KTg8V8(828-38&b8=n8H80-8;7x7P7*77؍878 + 7M8]7Ȯ?7V7!J7b77ՠ7Ҹ78w88>8h8$8.@8 8"77x_877388-88 38seS8q8cb8p8v&8L8>8K8Tmx8`8E8R8n %8{0L8]t8j8Y87898!8#8k88v,8y<8O8v8T8v8+{8K8888CH8,~85н8Nn8Zk8@;8KB8 L8)I$8Y8HP82d8=>8&48/8e;8r8V8b 8">88nq8{8GL58R 898Cg8]8j8N98Y>7<7~7777ϛN7>G7&7j7f77 +7d747T7v77}7̊57إ7h84797K7;7s7(#7Q#7Սc7X7&7яg7x7p7o7X77'7 +77^A7l7M<27YЧ7z5747g7u7i7k77T7 +l7(77n7J7X&77]70737c$7d8 +PX8+8z8%Y8d8#f8n87A77݆7꠳8W8 7G88,858 h;8(!8?w8J<81e8;ٲ8K88 88%V8.8g8!7w27:77ɖh777;A717dS7x7V7 7K#727}7/7K8$717~88c8d8 +m7ۭ77a_7֠0787֙73/qD38g3%3.3A3K)363?3IZ3$A 3\/33,xW343"3*53T3^q3I3Rt3i: 3s$3\ 3f3=3F&323;$i3O3X3Cq3L|'3 +333 ef343 G3@3O?2l3I$2b2%|33_2EW3߫3(hA30M33%38a3@3-`35X30 3,3 G33#RA3*_33 kk3~`33p3zH3,33R=3D3bi3l +3Uh3^x=3u`33g3p3D33t3 33$3m33P3z3zEH33]33303I 3Q83==3ECC3Z03b3Mc3Ur32 +G393'e3.{3A73H353<3k 3t3]#3f$3}Wa363nm3vZ3P3Xzp3D13K3`C*3h3R3Z2p2}I22w2֒2e2%2D2F22^|222h\2ݼ2D233 u23M3L3333 2X28222Wp3+2z2/N2nB2?22Ę2%22 +2I2#2&i2-282t2W2]T2ӯ233&3 3%3A3?3}333h3W13+33O+3*j3*33ʥ3%3σ.3H!3Ë/33333._3*3Q3\3k33~[3xz33 3oo3N3o3wE3aL3hh{3~33oa3v.=33m33D3}3y33_ 333|3303$3R3fm3˥33Nj3AK3h3ޫ3Σ3ѪZ33]+33-3ƒ 3Qn3z3^333M 3փ33K3E3ٌ3t3Y3Y33a3̅3)t3,3\g3]-3i(35'33~3;333>3 >3w3=3&33#33E3|3p[373|33k33/`3-3|A3Bt3(3t_33S3ZP[3F3L3`ٕ3g8-3SK3Y W3:uC3@P)3.܉34X3F 3K5393>t3mbR3sM3^`3dZ3x3~=i3i3n"3Q,3V5C3C3Hԛ3[3_3Mk3Q3#3)63A3T3.2323# 3'33:f3{3 +333X3͡3733@yC3D}34?373!3$ 33V3(3,2l393!333s)$3w[0333{K3~a{3d3g3UI3YW3kh3nm3\3_]3d3P333033ob33p3r3a"3c}3tX/3u$3d3eo3H33K 3;r3>3Nq3Q%3AZ3C3/i32R3$P3&K34373)'3+.3SG'3TW3EZ3G0j3V 3V3H13H383:?3,(3.<3;$3;3.ە3//n222q2}a'2k2fB22,2a +2l2Q22\P2x[2G2g2s2<2X2D 2$+2qx22,2Z2V22~ȁ2eF22BK222Ci2M`2642?2Ww2b%2I/p2S2)22L22%ڒ2;I2Di2.:26ۃ2m-2x2]P2gǔ222r|2}kw2N}2WR2?Y2H2a2l2R$2[22[2T22222(222022 +2 2:2ُ22H2#2g2m2222?a2b&22,2̀2ԓ2y2p222F2V2B2KR2 2lc2ve2y/2eW2o.2P242y%2*2T2T2;2 22"y2ڻ222O2 +2|2y2ۈ2222+T2,252!O2*2w21NJ2r1r1d2 2-2222E2:Z2%2-]2Cn2LL252=!2Ϡ2!)222(20b2c2#1J1!1>m1Ӽ01C`1L1ޓb11?1O1=1D1 $1le1F1;2W2 +1C22722c2 x1411&1X'1W2l1q1{2UT2^12FN2NE2g2q,2WO2`B288w2@/R2+22p&2H@2Pf292A62zc2f2i2qV22oe2zd22X2`v2I-2PԴ2i2q(2Xx2`2v2%222,z232 2&2KJ2C 1c32i2P42m2 ]T2 2:E2A72-8232H2P 2:{2AE2 2&2ƨ2&2,e2312 A2%2322m +33 F23L2ۑ2q2$2e(2)!2ﭬ2٫'23 %3P3j3{3r3P3 3 n222203ʬ3k2t'2Yt2<2<2Q222Ť2b2¯w2-2f2X222r2g22<@2p22̢`2X2232q23x2j2r222k22L3`D33N38333'3hV3v3J2t2؄3 s3 zA3u3$|3!y3"X333#Lm3#o3m33 3 3N3#F363]3;3252D2Q#2i22Q2J2Eo2ʆ2ͼ222Ђ2202O2߄2a"282528H2Z2P2a2Ԙ2Ӯ222v|2xD2ǚ2Ǐ222:2B2 2Y2f=2ha2y5 2w2g2n2i2&>2v2}2{+2h2A2F2D22Y22F2$22 R2W72L&2B272W r2]v2G2MC2d2k2T32Z=292?Z2+21"2D2J~262;2qM2w52`2e2|22j2oqa2O2U2@2EY2Yx2^8T2J12N x22b2j222l2-w222[#2EF2y]2d2 2[W226X262Y2@22@222M2222u2N;2%2"2?Y2J2s2w'22q2z’2}\D2b742e{2Q֖2U2hb2k$2Wܻ2Z2~12&2G2;2d212o"272l32mn2[2\2nD^2mσ2\*2\n9d9}P9t9$9ye99o9"9f9rzE9YzY9dI9099p>R9|>9,n979:9q099p9K9l99Z(919T990#99w9L9W/9@%9J[9aĽ9m{ 9T9^m949>'9)92_9GE9Q9;9D|9xS99j?9uL9w9:9~x9%9\:9f9NM9XJ9q(9|^9b99m99899u9S9999119O9u9;9999b9ߊ9 99=9m9P9099z9͸9eo9/9Մ9۪9șy9m49@9*9i49J9@9T9T%9m99jU9wK9,9 9-9o9"N9P939ŷ99969|$9a999`o999992d9|s9'99{R90HV989%9-r9 q"9Z9,N9 +0C9{9"9 a9y,9B+j9K!95ɬ9>9T9^49G9P!9*ho92v99'C<9;.<9Cvh9/`968 +99]88h9989KN8֭88888Z8e28ޔ8999 #U99#u9+X9]9 V99 !8Q949Z9H99 M59h>9r v9Z9c'9|~919m 9v;9K9U9?k9Gu9]^9f9O99XTb9fD9u989999آ99o79xa9`9iH9G9|=9qP9z6h929:9'h9/9B9J~"959=99#}9'969*Km9189$;9%S[9Rd9Z|9DN9LY9bAL9jR9S9[#97E9?*9,92XN9E9M999?}: :?y9|9_: g: :c:E999;999J9%9:\ :::q: :g:{::N'::1>9n98:%{: +^"9:lP9959(V9IK9q~9S9T9в99=9]9,a9k9ív9M"9]99]9 +949~M9ټ9଍9 9ȑ99D9[q929׌9l9:i:":^:X:%>:((:\:V: s: :::ZX:|: : Y:*!:,H9: 1:!:-؜:/k:#-:$! +::Л: :n:l:K::t9p9p9'9 +:H:@@99A9۫9 91O9h+9^99X"9I:s:99&O:p:i9*9<29^h9Z9X9v19 n959(9&9X9T{99 99S9ڞ9KB9/9|9sr9` 9q999z99NY9se9ۄ9d97999"9R+9/i9#999Z9^9q>9ym9b9i99R9p9wh9T 9ZX9Ef9L?9`9g 9Rv9X9 +D99~y9uI999O'98:9m9s9^"9c9y97E9i*9n999/9T997999~9ܖ9"99_99-99̥99<99d9,99Ý9q99X919499M9x9c999>9;9/9099m9k9r<9vP99N9y̧9}T9j999<9*99!9 999n9C9-9%j9m988s8\8K$8Ϙ8(`8f88Z88f858C8e8Q988O8E&8ԫ_8߼ 8;19[88f8Q8&8)8D8M8`8nD818858-82888w8@8uK8Bj8d8p88|8|̤8`8y88ͳ8Xv8W+8e8l8S8(88J8@8/N8BV88E9198N9z99{9 +98w80H8d}8F9y~9p88b9 9&/9;I99,J92&9!Mf9&9 l9(]9he9m-9p9p9 948ι8fC80c8 8883t818J8$88(8ɖ858h8+8v8?8U6899[88ޏ8\888ň88ꫝ8n8ګI8TdN8_8E|8OR8k78v)8Z 8d387#8@8*.82C8J8Tv88U8^m8z78p?8h8qZa8ES8N 868>Ǵ8V*8`$8F!8O_8Q98{8{[8818Ng8(k8L8ix8q8W8`(s8zM88h+8p98Y9>Ѿ9,91H9Dp 9J97>9<9 ;9& -9t99+909[9o9$%c9O|9T9A9F9Y9^49Kx9OH%94~&99< 9(}9,y9=9A9094" 9 x919F9R99e9 +9x,888ᰈ89 +9889*9 ا999$rg9'96F9i"92r9 89"99z999b$9f9S29V,9if09l9Y9\9D9H97u-9:9K9Mx9=^K9?9n&9p4(9^G9_/9q9q9`9a9OY9P9Af 9B}9QB9Q 9B9CD9+9-!9n9!S90m929$,a9%9*9ۑ9 .9 k%9D9d+9)2993{949'u$9(v95959(69(9999X9`9g69ܟ9b8=8ءZ8*8v8ߕ8O 8φ988xk8\8B808b86888e8{8]m88 88E78G48C8n98q88<8 88#8D858Z8o81888G8H8r8x!8S88f8E8J888!8څ88H8268?a8'i884h8"88889Z9W8d89$9m888n8)S8888E]8Ӑ8յ9t9~8}8<9F9888+\8`8ה8888٥8,88888Ć8Ɲ#8z*8;N8u888`d88 8N8E88781888Ĕ8B888~88K8<8g 88QT8H++-?C+A++H+g+6+S)*[+ob*@++&,+@R+W+/9++{+t +Y+:2+@,+u+)+^Z +f+JP+j'+#3+H+ B+*;**3*ر+ +*ZL+*v*ł,**[*0+$*O*r+8ʔ+UA+(~+B+v+7+a+ߗ+Ѽ+1R+ m+"5+M+mN+;1+X+@,+e+,,2@,.b,#0+č+ +l+k,,w+8,),L,j,:6,Ub,7,b,t ,(,*/,C,#,2,_,4,L,i+٢+++VT+v++2+㰏+X++z-+r+F+S1+"+,",#,,,;GP,V,+u,D&+%', +(+/, +,3,,$*ST*L***h*[*8-*1*ka**V*z6*':*F*v*+C+z*h++++FU+=+5r*O +*H*J*3T++& ++*Dl-*d*3~*Q1t*S**sn*|[*$F*?q7*]*/M=*^b*q*L(*m*i!**J**U+ \*ʙ**x*k**2*ut*h*m*(+d?+K+Qrc+q+ا++++?P+]6+/+J]+~++a+i!++Ȝ.+2+އ+,5, +, ++T+X+&+b++l]++A+! L+9+g+*%+V\[+vp+D+b++*+׵+4.+PDE+& +?uR++1!+q+Q+O+ֿ+,+v+oK+ݠ+\+}+[K+c++C,7,yv,_.,,,z-]|,ο,,Z,A,,?M,QV,U^,k,P-Z-%K--s-;@-S-+f-BAp,]- +,>,-Y-2'-Qs-#r,t6,x,`h,,,,,,MT,ja,q,, ,-V,,^,,X,ĭ,v,\~,c,,,~S,,,&+, +4>,iF, E,7Y,,(+2t+M<++ی9,7,E+&,f,PD,m,@z,[0<,>,,yL,',1f,J~,#,:m,eW,,T-7,q/,9- +, +,E-(-.x--!d,1,R$,,-[ +-[,#-ƚ-Ez-]-5[-L-y-,-f -:A-'Y>-<-T%--|-T$-nf-C-\,5,[_,,?,M,X,&, ,C,,,=W,D,#=,,(-g- -{p-@-4-K/-&j-;I,;- ,,dZ-Q--`-,- * * )n*C**;"$*Y=*+d*G)**)s )*n*7{*Z*(*}1*~*hj***Ŝ*Q*@*U{*x*D9A*d&***}*0)))N/)х(*b*9):*>)k))I)R)x*O)[)*4|g*Q~*&!^*ARS*sk*O*`*v**2'A* *$M*O,*pL*?'*^%*+7H*J*7p++0`+ }A+"*x***-+[Q+S*a+ +J+i+:ڡ+W+6w++w]{+Y+,.+FM+B+6+dT+ |+RQ+q** S*O[*J*!***q*t*N***T*؜*&*N+"+(<+TD+ X+Bp+_+3+N%*-+Ma*s4++&DY+?X+&+1?))))ܫ)').)^))mN)D)[و)4)߁)O))*(A*)_* *0)*M:*#$*=))*s)͆)̽**/K* *")KQ)n )<@)\|m)O=)M) )x).)Lq)" )=տ)ob)k)^T)")U?)-S)uw)*"*)r* !)˼)b)?$))k*G)T)F*nXw*?*\~**0K*e*U*O*L-*m*=B*[*~G*H*(**Q*t*ƥ*x++$Y6+`+E*Ov**1*5*`+ *d+*/*L%f*#)r*= *m%*p*\t*̜*<*0* b*$*MN|*n[[*?x*^k*2*+*9**ˌ**T^*Y*1Y* **~*!*X**++g+$++,K+ճ}+E+f+d++G\+]+a+k5+ЪN,v,,P, p,,C,^̿,5,M(,,+d,,'w,>,`,0k+d7+Gu+m +L+=++7+Ӄ+[+|}^+K+jV+{++@+&+ܭ|++s+t,,#z,\,++ؐ3+++, +z, ,}t,~,i*,r,n,,h,7,X,u,H,c.,G,,Y,(,V,},b,(-"N-,̑- ,@,B,I,\,,,ҋb,&K,9,Sx,,v,C,oo,,^Eu,{E, $,5,N,)1,N,j,,@,Y,d,I`,z=,Y,,A+,,̼v,t,Q,vB,XU,B,z.,RQ,^+=+Y:+/+I˃+yF3+_+ge+̇+#0+;+f+.+W+w1+H;+fRF+~+++Z+[-+?j+ƒY+wU++++:+>+++7+ ~+"ٿ+d+(+;.:+V+.+H}*%+*m+J+#`B+;++/+vI-+w+f++# +++m+WB+v+I +g++ ++#`+I, +z,uH,$,,2,J,&,<@+vd,+k8+dX,h,0Q,,$,e:,U,V ,r,`,Qp,,:,G,b,:x,S,,S,,n,+ѭL+++LP,,+ ,++%+-++,++J ,.f,E,#],8,_:,{r,Q +,k,,-T",;,",C,]8S,7,Oi vN @O ɴ!, c!ou ݴK0 fwklVa<lk˴_1|N!!G!`!z & 0 !& "!"4̴!|!d V!?!:uR9|VX[H WE 2=j%{Rt5:kj9nݘ+شF= _ Hд M= +qÊGpE'R  + ƴ O6ɴش*qgҴp1Yc)\ĴH$v^Wc ?k9.ô6Uдo3ѕ"W}""w0"C(!ȴ!|"!"_"d/"F""*!-"M"a! +m ~Q!T* ޓz C/!P!(Z!!iմ ) g a!"""i""mx"5""W%"♴""I"օ"T"u"`"!S!".!'!?. S!~%! "A!"`Ӵ"'F!!TG!Ᏼ!a9*ϴV鱴1OPtu޴q,. + Rk۴ +&{_=6̴g'mH˴ &zt <:,,ʴL  G6!& ȴ3 ϴQ/Ǵ>Mߴ;/ӴBq!z{S:>Cܴ;=˴&BՎ)nܽ.*0SaAȴT T ô⳱5yqC:ϊFzxд +s},  -B1{䵴/ ] @ٴ Ņo{ +hŹvó$peՊܳc;a:;]TxBue*?鳃D&4>mWC%³mL.d +yXBJX~Xk%|& U]T2z3 1A2(‡i;  1ʲdоAHQ5隳vdE=Ɔ^x.1ͳPJLTK'ϳqP}[eB]Lxڳd_N5c((ȴJuҴ " , q (jԴش&ɒ ӟVg +K,0 ӯ dj.srȴܴB>q2ôau+ȴDWXD I  δ ++3ߴP ]詴  =c +?4(sֳfъ@ݳۅi-ٳR saA?qW:T;ݳV<6 u„>0׈kBAG\=[rvݴ#M~_`BFY.AA̴Yֳ~0G+ۥҳHTpfǦ|$R> R eQ]ӳͭ""# +"{" ""C"u#### l""""V"|"JU""hô" !N"/?!ݴ"]""R"6"P"w"n"8}#&v#b#.X##"어#"_#54#'#;>#/ #ٴ#g# o#b"ѵ"""9"?"W""ss""Ӌ""⏴""ʹ"a"j!f( !;!9 ^J p !Ѵ!r!5!!` w!Eڴ :2sZZԴ6 6AX4Xڴ׀"!3"?!̴!!G!!T "["#/"w "D!G!˴",! 3 9 JC=Ǵb޴ῴ!!J !^۴ [ Q Vc#@#5#E#;#(#ݴ#/#!>#JL#A#Ni#E״#6#))#;#/״#"U#S"E"F"`""#v#h#!#"g"""y#RQ#J:#U۴#NN#A#6 #E#;#X#R#[Ӵ#U#I#@#M#E1#)##a#/~#!1#`"p#<"3#5#(w#; #.##m# /#""`'"j"yB"'Z!"Fߴ" "S"."y"b"b_")u"z""H,!6!+!!d{  ߴ ^!)!" +! !0 Դ!f " "m"""L"b"x"yr"%"""3"T"ٴ"" ")Ŵ!ʴ"G" y!̴!1!!e"`l"'Ҵ"v"D.!!"!RbʾfʴQ'* (ô>0,05Zƴ@2; (ݴw< R״Kk)_"d6xhIjyִw޴~̴ʴgR{)KcLr<jɴO&ɴ ۷1q Lxʹ޴xi- +`W P x i2L5ܳ}*VQ0.$t-dzǴn /L= +x& 5 ^)"e/f vt J\ WejLG5#|;C2 +QwϺ =bش ̴oϴ"%P дl + bw9[OR-l.](Ӵ _(쁴%д Ĵ 4 ߴ bpn!. !`ƴ 珴 ۴k \w.Ŵ* ䷴2Ӵ'K $ވ fbʹ]Wnj "ڗ4ی)Ժv: x VҴ p + +R ꯴  ( +´NYR/XܴY/}< dm8Bu$'6# j j E %µAݴ;5 G87 am.Ӂ.*. sd. +.>.T./~F.C.<.u -P..!j.4#..%Ȋ.m46.{.Z2.rב.o.V./.ԏ.HǪ._.8c.M.x}H..d՛.~#D-ڂl--{-*..-Ÿ. F-1r-b-?--.}-ƽ-|.*2.=....R.j,2.BK.WG. .!M.@P.}.3%.G.%A.77.q.Ĩ.....iv...mQ..?.d. ../z/.Ɲ/u/"/2+//$.Vy.?.Ҁ.~/ +_9/t.2/ 51..'.o`.q.7..I.I{.\.t.K.a..ħ.z*z.G .!c.,..f +.kc/[.B.G.P.9..K:.Ȗp.~.F.˰->-,--~- Q-I--G---w-xN--e- <-b-. --..)u. ."-ю-髕-|-.."-.v-d(-ދ-R -l-H-C-~-:-CA-Z-4>-JP-u1%-/~-cg-~%--dzK-`--x{---/-N-----2--Ĭ.<9^.P".-ݦ.@˚.g .ub.U~r.l. .26.G.$k.Ea.ZM.6.I..F.[e..7>.@.L.~.q.._b.vi.oL. 4.W.?. |.--. =}.(.:}.v.---Q.-ڞz--.. .}.8.N.c.?Yc.S %.{.5.h. .1_.Ct.$.5$.W.mL.Hf.\0/DAE/V]/4/F-/k)/q/XN/lܽ/& /6i/ٙ/(/G /Zw/8x/IU/c/J/3/ //W$/\/T/n[//[/o/BE/t)/\// // / /*@/: /1/+.!/-.ߜc.!/1N/U/+-//K/]8/;zk/LL/p/r/^K/q/-1/¿/"k/.w.t/ +#..J/sb/}//%.p.T..,.(W.0M...ZC..q. $.m.__..z&.&P.-.5q.m.Y&/ݽ.u\.5...U..Q.ܒ.Y.Ȯ/LP/\/;p|/IG /l7/}/X/g/+O/7/l/'/EzW/SR/4P/A/4//xп/q7/m//8/d/ce$/s/O/^H//0?/nѤ///</M/ /$]/0/c/ ..^.׈.m//.n/O/=j/K,/,/9/(/Y/i/F/T&/6/(//m+/4@/A3/$/0c-')k-;---w-RY-k|-C +-ZeI--!_e-`--4-JU-(R--v-35-/s-Jy-"Ҷ,g,,Dz,-BZ-F,- K-Ca-Z7-66-Kv-t-+-c9-}1b-)o-=|--n-0J-SS-k-Eb-\-̸-%R-B- -. +' -.N-3-8V--L-`-~-K.-..(. .p.9.Ls.,g.9J.ك.-LB...(G..ۉ-Fd- -܀-H-iG-y-p-\-F--t---I-8-ϭ-E"-:_-8-؏.. +{--- +--w -+-Ҽi-Ⳗ-h^-U,*:,X,,a),-˘,o,,?,,, +,,Q,D,u-$-$- -5-86h-M]-,-9S$-- ,--(-')- Ɖ-Y,,,,,,j3,4U,0X,ya,\,jb,|&:,2,ע,d,6,9,,$I,"t,=-q,>~,{,Z,̳,lb,w,?,ĵ,i,QV-]*{-n#`-G-V-/--gH<-x-3@-A-"T-.j^-Pu-`W-;_-JX-|-- -i-*-- --qe-ڟ-YWv-i--;t-{~-<-B--- -(e-5--#Qy,r*,]",B,Q9-Nn-,Q--C-RN_-/:-<-b2-sB3-KBm-Zd--)- -1$-6zp-D9x-#-/v.[ .l.G>.V8.~vC.̆.g!A.x.5X.C .$n.0.Q.a.>+.LrN. . ...Й.k.9. .rdw.>.[.l'..S.}:.F[.P. 44...,B.90..'>-.-I-g. .7-_.x.G .U.4 T.A.e +.vE.O._`<."ۄ./.[._.<.I.)D.6i.<.]h.. .L.Z...qP.W.Z.#..dz..// v.&.Ph// Wo/ӹ/e.EE.d.=.\.}_/".t].:.I.R0.o.Ȕ.Ư.6.>j.].X).hO.C.RS.y2.!.a.rO0...1J..c.t.$.^#..c.`.tX.f...^--ͦ-O8-̇-ې--D-L--9-lG-Y--ȴK--.).-l..B.$. +/~.l-װ--!+-Е-. +--Q-Ȯ-j-k-|-%9-r-}-y-R-b-=8-Kk$-s--Zx-j>---ւ-y-}--iS--l--A-|-9-|&-U--!.0.=N.c.+".K.Z .7.E(#..(.9N. +P.%{~.1.h..jl.{.S.b.2.[.sh.D.>.Lp.+.8.[E.k .EZ.S8-e-B-+-*.O.-].!-h1-6y--s=---i-.:.%u. +).m.1x8.>Ok.rY.*-f.o--X. .}Y.]. 3dh3Z3"3{d3ڈ4 Q%33獋2ɤ 3792=2UT33K33Mg53U4.4S 446R4~ o48M4[s4J3g4M3֞4,4>z4c$4! 4EĞw2Ha1w3 =3b23#ӲB~`>D29p2ΰhk2I$33ֹ3y:3V4E4) +3㦐4f37~3A|2H3M3c3`3x3Ʈ34444V 45;4Ο4n4[4V4l/4~4<4n"4_4q)5%5)5w55?EY5V5,:5B45 44 5 ;5//5 54MJ4u414U>4944~4c 4e49L344\և4A4A4dQ4c^44z4h)4/5'454X404544+o4.o4~4'#ԲW*I$yo0ǃ*iLٳ; +{bKZ :- +23o1x253a3Y3%=3x+ն<2 ֱM2Չ38i2[N2즳-z辳׳,cN#ѳ:%l̳?C%""]ϳ_@6}v?؛XCnB²wb1Z2B1Gf37Q# +=u34334%q4GM4 34-3(3T3M{3u34S334mu4 4N4uP4j44s4243j4V744;14|N424\w43б3a2!C3'+G3WJ3x3w3n2-C2/-\E<2rmT3:3ú3H3PO4T4 ue344Bp4c4'{4H" 33\353444/ 3@4j'5p55Y-5sB55u5.:55E5\KK52"5H945u55^&5w5555555ʩ5ߐ_55Q(5^555?59S5_5B5!154J5iH5#5Jj5`5705L55g4f5J5%z59Q55(r5z55c5|\-5q555*5N{5d5;"5P#5}5U5fpQ5~6V6S58N66 `6/"6a65)5 5ˬz5665F6+6<6K|6.$6;V6[&6m6I6YI66,`6669.6G^g6)66kn55˿5c'5*5=B55L55LM55p55_5ǔ5z5_665F66aT6'_6 65ؠ595$515 6 5F5cp44!W4f4W515k4x 5 14cV44-344N4 4L4l5)P5=J55+5Q5g 5>5P85 ?54 5 +R5*~V5:w55&yo44 4kwt4444?44N{4sl444MM40e4/4i4>4E44$4י055n4544ܑ4i4a44I44]5}(55b'5whi5U-555r5K5]55~5G<5rp`5^5X 5l555UF5g5Ϯf55X555t/5qz5 555M5[05"}5075S5/5A5Sd5,5< 4_5 ދ4l-4Z5G5'{5s5@25eB5z^5M5_m55 5sW5E557:5HNG5"51Y 5Y5l5Ab5S"nhwрA=@{ڂz zxհX&Q&ƵHodCL7޳b ?}6jv]~J-pSÑ&p?E; a׳p"٥Vʳ_KwRLܳ³c<~*Eݿm賢\!SU0^1v1B߆2J3l2 2ɲVam^Θm4y#2G2fQ;b0.3c,C3Z3)ˣ3xR3^43n83G2x3=2[23x3l3*}3d77m eTsij) $5pkF_ ng'>UQFR4v0V2O!3F'2`32 2k(A%%X172'ʲv1OND`wꧤ&W߳оj67r׳RP$ 5N೸Zha CP}ǂݩvvFaV ȴ%#V +)A I 醴Ypųbgu^ +ɳ0끺Vu`Yz5 A}aHy]\i9߳%>w+9h׺K7岷-l t{,?Wϳ:zd槳z䚨 ʜ=H /]=4%ﳣeA:`C'γ4Dod`M44. 3B4 ,4FS4`4%4>37373eg3X#4J413d44A4q{4WcH4t4&4;4d445`94N>424-4i44EU4^3Pp3-33:03333s"3$2~N2߾0J283%3\12<33G 4 {33 +U4#X4<\4t4i3Q33DsI33533B3z4-4؟4@44054Ъ4>444|g4q34e444^5C545 J5+T5;I5 5&pU4`n44455L4~5@4T4qe42A4J4F44d.44F4'Q3u47+4@b4X445244V|4464n4{j4+44uΉ4@4M4h i44a4ڨ4` e)^n1չ 2Ia1XKG׳* OMP23-hq2Qwo2Ɵ3fu3}33L>J#1Lu22_201M2]/³q`ֳU5Fzp8Q c˳F(򳣁qٳIԳ q/RҲ&`(xeA Ʋz5{Tų8>߀d,~3hF?)p3+3G33&3?R473)3}32(3jw2h3..3Lj3U~3P43%4*,4C~4 Y:4gr4[e4x3464OCE3ٱ4=33f4-4+3j4 22̱<1O233w2\q2ʦMG &.v2޲8Ě3k13313NF3333q2b2 1))2P3/3hA2r3|))0W) i`)$|n)Nz)r-)@)a))(u)!)3)R)(]L)EL4)s)!)&)8)).")")>)vY))g,)`))ŧ)um)Q(n )( 3(ڎ))9)).0(8s(`((y) X%)$n)) )X@)~2)L,t)oH))$)%) )@)a-)6I)U)Vu))zF)U**r){*[*2פ*O*'R*B) *)؅0)*m*6x*D*+n*qJr**a_* *u*..*ȩ**T*v*GH +*gQW*** * )ˏD))ӵ)* +#*!a**:):)Ӻ)m)ȕX) *) *T*;*Yr*1*MT*|&*07*ni**'e*Bi**8&.*ai*uQ*U{*w)((^((Ϥ(A2)/(<) (d(((߭(0)(2.)()-m)K\)%#)B)n86)p)c())*)9) S)2)Ye)~.)P<)sZ((!((3((x(RM(3a((0((;((d,(>()#9),))'}s)IX3)j7)B+)b) )#y) ++)x)=-)[m)8Cy)T)n)a)`)n)@5*o)ӏ)N)wm);)FG)҄))Ҡ))K**.D*$6*& *J*jG*@b*^s~*]****7*SwN*.J*I7?))G))))֙`)z^)͛o)~k )a)v-9)0b))3) )D)*)ڋ* `*&#!*?*v*6 )㰃*GA) a)P*1~*-Z*Az*%***ʸ=*+\Q+$0+|+*x*۰*=*ƚ*t+t*)++=+X+1+Kf+w+*+hL+e+& ++?k+:^+4=U+[)+z^<+NL+kï*f**w<* *.+J* **S*W**R*IU*I**ܛ+7+)P+ + Z+By+^@+7/+QK+-+~* ++C+-^+F+#~+;L+4++-++d+ӥ++ߋ&+ג+\+ +D+':+V%+a+,8,+,,,,C ,"h,.=+,#++ ,,,N, G+}|+}+oR^+X+e+Ȧ+#Q+^+b v+Ȉ+U+el+H+-!+wi"++ +؇D++y++v+.Z+8+z+ +++++ǿ+s+*H**c*7*s*O|*9X*Êx*sQ*x*g*u*i*w*_**+*I+rI+!+1:O++:*ԧ*f*ɼ*ص%+ܹ+ X**N*\;*} *QD*q@**@*o_*w*Gs*ehD*>.*Ky*uķ**YZ*hE*b*ya*'**t$*g**ý**{*xr**? +***+>W+M +)P+6+\x+m+D&+R+ +"6+ b++.3+;+dP+%+~_++bq=+sLk+-+4+r+w+H+W2+1B+>+g+xL+M+\F*k`**Ѵe*ಿ+$+r"*+i*r*Źc**f_*ǐ*n**ү+ +(+ +u;++5+Btb+y?++CB*R+***+ 2+r*_+,() (j(((((S(r(֝(ސ(((~($(w (쒄)-)oG)C)Z)3C)O/)0))IN))Ħ)`)3),~)D݆)),)@8(.D((4(Ƭ((i(7( (](˻s(6((ܫ~(rR(Fw(/)nT):) ))&os);Z)#X)6v)V)~)>)) %)1U)z),q)n)Q)gm)<)[))#)g)`)6G)Y#)w)n)G)8)An))[)ݸ)l* *N*#G* 2)#o)r)())N )P)6)()SYA)n٢)L)eE)/)CU))B;)EP)\)>V)FO)g2)q!)M:)UR.)>)׹){) )K))_T)h){)A})\)d7))e)k)t(az(֞(ҷ(!((R6(C(N(({(R((S(+(x()O) T)) +M))&)$)v))().) +x) ))(OU(!(r(/(c((%(y( (((x(8(Q(LL(H*(Q(?((y(xM(()+Ǟ).n))((Tt)h)g(0(A[((((n( (ތ(J(ō5(hC(ǹ((?(HS(KK((-(=(яI(t(A(%()(4((z(%(((aO(P({5(bA*(*3;**x*?!*Lw*(*3#** )v)***`$*@*ZY:*h*?*Kp*xW*V*X*gM*&XH*0ȱ**R*< *HB*"([*,x ))҃))Oa))0=)a)5I)j))|=) )))>))t*))޵L* +*wp)밐) +)#)I)) X)0)o)t)**zm*v-**0*9***U*c]*7*D *s*lg*Q*`HA*y*}*j*c*(*e*0**b**ps'**%a*J**RH**'g*m* ĝ*2*?_**"Ks)k)3)ƞ))%*5,)Ҧ)*Mtj*\*.4*;V*m|%**Iʮ*Y*Z *)/q*'**?*7J* ]*)TC)[Q)1a)5C)bk)j)9)?hb)H )(5(> )0)2(()tZ)e)F7)Nt))")XQ)d)f)"(()*U)2Y))(((((v(D((E(v(c(Jk(3(Sf(Ecr(<( %("(FD(((8(҂(((:ZW(2~'V'y(.1(//>'.m')m)})qi)))))v)=@)Is))3)X)iE)$)2A)O/)x5)')#n)))[z)bd)}F8))B#)T2))i)i)(Xl(^(((F)((5(4)(>7'''(M:(c'ކ')0M))(i()/&)B() (ɡ(( ɚ(%(S(K;(F(oܜ#^o#Xw#`#[:#Q#IU#T#M>#c#]´#e #`6#W#P#Ze#S#?#4#DL#9۴#&#0#-##Ha#>̴#L#B#3:#%V#8#+]#g#bE#h#c#\#V#^#Y#j +#eش#k;#g#`#[?#b#]Z#O9#F#R#I#<#0#@#5#T#M7#W #O#D;#9#G#=#""# %""""ߑ"###1# +p"´""r"ێ"ʹ"[!"'"r ""޴!ݼ"=ȴ!"~"""="T_""jh"4#"#ȴ#(#J"޴"K# "ｴ#-U#j#1#$# "R#^""s"j"ԡ""|"LĴ""`"q";"""´"s"k"I#l$#h#m #iҴ#d#_#e#`#m#j#nQ#kN#f#b#g#c#Y:#RN#Z#T#J2#@#L#D #\ƴ#V[#]޴#W#O#F#Q9#H#n#kԴ#n޴#l(#hX#c#h#dɴ#n#l#n#l#if#e[#i#eҴ#_#Yr#`#Z#Rʹ#K#T\#M#`ʹ#[#aV#\#U#N#V#P.#5#(#9#-3#Z##w# T#<Ǵ#1#?#4##I##'b#.""4"""\"""""j#""l"_"׷" #BO#7#D#:#+##/,#!#F#=I#H#?#2p#%#5#)# "d#"""޴"" #x#w## ,""""1!!%!X!VV ۮ R&!!;!!!= !F ˧bJ&ִaQ_ B!;z䒴"!"(!T!q7!e!Ĵ!7~"@"v"T"7!&!a! !  ,K=5l;͠ t eߴ!"D ʴ!i ҴoE +Bڴ ~oִ,@!1Ij:Ȯ2дд'Q\e`5ֹbkytִ|W!/%fPZk>0(lzc5@ZSG[5.*#kbشĴ"g"1'"xb"G!!" f!ƣ"0"Y""l<"#!⎴"9P!O!K Ӂ!q! ʹ O  <Ĵ!!84!!_  4!Z5!#"3"{"ݴ""MD"$"_"F"h"ߴ"Ǵ""t"p""!j!+"*" ! !{!v!"Y%"@"޴"n "$""Vb">'Y5jjzܴ0o g δ  ݴ|q Sϴ nrDNo$VԴ9t] vfV +!Ah}!IV!J!|!pǴ  k!?!%!塴!Ҵ""("S!.!j!! B ( }|=f 1´@!8ʹ !r!f l!2= #nҴ#l#n#lW#iŴ#f#i#fM#nJ#l #m#k#i#fS#iV#fK#a#]A#bR#]#W#Q#X#R#b#^##b#^#Ym#S´#Z8#U#m+#kH#l#jǴ#i#f"#h#e#k̴#j)#k#i#h-#e#gҴ#e#b#_#bڴ#_#Zô#V#[#W#b#_ܴ#c #`Z#\X#X=#])#Y#J #B#L#D#82#-#;#0#Ml#F#N#H'#=ɴ#3#@B#7:# ##$8#""ô#"#(#C#,#'#G# #!Ҵ##P#J#Q#LA#C#:z#En#B#S#N9#Ug#S|#L #I#QŴ#P#6#2K#?+#;#-ܴ#)q#8#5)#G-#D#N@#L#B[#?#Jʴ#H#j/#h#in#h@#g#e]#g#eH#hu#g#g#g#f#e7#f>#e=#c0#`#ck#a2#]#Z#^ִ#]#c#b#c#c#a:#`ִ#cs#c\#fش#ft#e#e#e#eT#e˴#e#e1#e}#d#d#e#e#d#ea#e$#e#eߴ#f1#eC#e#f#gv#f<#fݴ#f#g#g#hq#h #iE#Y}#X/#]?#\#V#V#[#[%#`#`M#cm#c#`$#`#cɴ#d##T#S#Z#Z;#R#Qz#Y#X#_#_#d#e#_ڴ#_Ŵ#eg#eǴ#e#f#h#h#gl#h#i#j#i#j#jW#k#kҴ#m#m#n#h#i#k#l#j9#j#m#n#ng#o#p#q#pش#r#r#tW"`"<"""r""A"#Ҵ"S##""#z#"3""ő",""nP"S""W""@"J"ϴ""&"K#$W#"#1T#-O##O#) #$#<̴#9#G#Dô#6#3 +#B#?# ###>"":#Ҵ# #.Ӵ#*t#<#9##%*#k#5b#0Ǵ"V̴">`"1"pa""<""Y"@K"C"a"͇"""s"{"!!}"#"i!ִ!b!঴!"[V"B""v"$"մ"^"D"꛴"g#"a""""###+#%# ٴ#&##T" " "״"Ŵ""yb"3""i"##""ͩ"X"R#P8#N#XF#WO#M#J#V^#U,#_#_3#f#f,#^#]ڴ#f#eԴ#Hȴ#F+#S#Q#Cj#?#Ob#L#] #[#eL#d#Z#W#c`#b#k#k#o#p#lQ#l#qQ#q#s4#tC#u#vߴ#u/#u#w#xٴ#l#l#r#r #k#j#q#q#v#v#y#z<#w$#w#z#z#;#7 #Il#E#1Ŵ#+#A#<#U#R#`8#]δ#OX#KG#[5#X#$#Ŵ#7!#0## + #)#! #Fִ#A#T}#PL#;#5#KK#E˴#i#g#p#o#eŴ#c.#n#l#v״#vT#z#z۴#uw#tK#z|#yٴ#`Q#\#j#g#X״#TF#d#`#r´#p#x#w#n^#kZ#u״#s,R,bDc,,k,(,5,,"v,C$,Rlr,.,<*i,/,~,|C,",,,~,,bq,s,Ju,YB,E,,jW +,|,0,4+,,: ,(, g,+*+ +Gp+ͬY+{t,+)>+G,4,B,!K,-a,Q=,a,:T,Hs,,c+ , T,&A,2,,V,`{,,,s,2,,E,%,,70,,H,W,|,, +,-b7,,4r-:-2-M- /,,m ,},.[,,,,,r,7g,W,hA:,,<,yo,X,@Z,Nk,+',8,^,o^y,F ),U,,,=,},d,^a,w,,,,q,e5,vn,o,C,,+:+++E!+đ+]-+r++++lO+~Z++1++C+K+s+ɴ+X,vy, h.+V+++;[+++ɇ+w++9+P+`+8+EŜ+qb++T+d"+!+-W+ M+Ju+:+Ih+#+0Y++5+v +k++++q+Xk+hm+=߶+L3+zn++\K+mZ,e,#I,,@,0,=ZP,E,(+[,Ņ++=, +,t+`, ,Ky,[,4,B,k,}n,QKO,aZ, i,,,,N,9,G,$@,19+>+ɍ+5S+++錉++>+++ö+8+Њ+ֱ++ +e,K]+f+,,,, +9++ +t++,-++1i+ק-)-6E-\-#,-C-RL-/c-<~G-J-,@-i-ޥ-((- --'-bAH-sq-J-Y--;-i-{-5)M-B-!b---Q"-`-:-H`,؛1,$,0,ϰ,K]-s,@,,$,a,;,E,,,,`+--Kp- - +-&G-31-*-ړ,˜,;,̚x,ܖ--z=,8,---О---I-c--q+X-x-WA-gi-3---xm-R--xH--$- ---- ---_->-Ś---@pI-N#-+-8Wf-]-n-E -Tn-N-$P-F,-W2-0j-=^--(y--D-c;-t-- +-79--K=/-Zq-5,-BC-i-zd-Plz-_,DJ,1,r=,,,,U,,y,Vس,g,>q,L,xz,3,\S,l,,×,,V,~,(,;,S,ȳ,q,\,~,,,@#,.,+,(,5i,, w,C'n,Q3,,R,98,, ž+GI+$,,$3,,,a,r,GΥ,V,u,9m,g,xf,0,>, +N,',Li,[,4=,BT,{-8^,ט ,獲- -,C-z,,Ͳ ,,,d,1G,,ғu-!-,-H -3-9-G-%-1,I-,,--U-;- I,,?,\,v>,,d,#,,lR,~,P,` ,~,,q%,̷,ȕ,X,ӥ,V,$, ,,,,0,wH,>,,,=,©*[+ *=*+6+8*.+p**e**oR*؎** h*+&#+3+Z+H+@+P+(+5*+*08*뼮++*‰+ V*<**kb*~(z***k*ݵ*Fª*WJb*&~L*4Ƙ*if*}3H*DwS*U **v*@*>**x*G*at*H*h*1]*h~<*}{****+`K+qײ+D5+S+a++dk+vs<++'+8ӂ++ q+GJ+W+-^+;Z++e7++h.+ y++)+1+h+{3+K$H+[Y++O+m'%+++ *ވ*:+ p+#uo++ O* *ϑ*F4**e**o\*xO+0+?T+r+&ND+N!+_)+4*+C++*p*E+U+)+J +* *4)[)l*#*2"*{*)H))L)))#D)))*C=*T *!f*1J*h*} *B*UP*V*[p)z);*!@*1g*V*c)Y)s<") 62)5))c)N5R)i()x((/)t).(\(w))))>)Հ )))ԋ)It)gz)]).)>)%)LM)n **W*iO**+*3*?*(*CD*W7*"#*3pz*l*w*Fj:*[0*ą*9s* +*g*i*/*ȭ*&:**̈́*q*X**i)*\*S**Z)/)*0*%%*7x*}O*$))ř))yO).y)R)N4)m*KK*a**?*>*z 8*@*T*lUT** f)$**4*J**-Gg+̍+c+ڰ++g+++.+`+M+QW+V++ +10+n, ,2+,",,+\, ,uD++#++a+,q+4+2+q++S+dg+;L++w++7y+G'++-K+W+is+<+KP+L++dq++J++ ++'+|+«+]m+o++ݤ++]N,8*,F,#,/h,U ,e,+A-+Q+(u+74+cH+vc+G+X:Y++ %M++ +.n7+=P++&*{*>*"*EY*8*ˢ*W*[*a*{X-*B*Z[E**}*t[* 1*ߖV*-*|*+Bc+#*_+V*Q*xO*J *V*****5+w+v+j+~|o+ai+I++W+NjK+`C+5&+E+su+ +WIP+i+ˁ+uO++.+,++++++}j+b+L+d+G++ s~+/+>+m2+>F+Oo+)ы+9M_*+ +)*4*ޫ+Y+&e+/+9+b+u+I~+[+Gk+I+n++5Z}+E]+#+3+WaM+j>+Cc+T] ) c + !Ŵ Ĵ 0u&nOH5 E] ܴiK۴ԩ n + A &8 Bi ꂴgt{޴/O sbpjNvʹ |.]H @ش ' 鱴syt$==()ȴǴ􋔳l1U޴ȴʴy5ۙBlx a܎FT*ȳ;q=r߳  ճl8S+%^ô + K n(Ui + z7۴ lôBô3| /Ӵ +M3 2´9SŴ<a\ZS s/ +Ra)b\G#ȴδ_ `v*X(l5ߴ$doRFNY?yWVY[0'uZ҈[5$K\

k |I (_ixd̴Z޴;Ĵ5Of5!' =!x2!= g a !Ӓ!"Ҵ!!n\!4!!4RN Y  a8 躴 !e!&i Hg ՞ C"h"\#Ҵ# 5""2#"#-k#$#?#8w###0`#'"" "媴"""{P""#"`##`"_"#h"N#O#I #\V#W0#B#:#Q#K<#gݴ#ce#pǴ#m#^#Y#i#d#2e#(Ĵ#D"#;д##J#2д#( #R#K#_:#Y#D #;#R(#JI"^޴">"o"x"!8"Z>"9"l""D"Ҋ"j"tx""Y!Ó!"!Q!X !h!!i"S".ݴ""l~"!چ"Jô"##V"J#S#"ᷴ""ȴ"#0#%b#A#7#<# +#,>#q""5""ٴ"ʹ"`""""Ĵ##"ѩ""+"(a as8״!]OU0mܛ ϴ9~ǍԴ6><@䚴}״}KB1qr93S>p +> ɴ + 03h˴9Y_6,}44Mv/@&4 NLմ'TƴF ޠ } 6ٴ6G<KTSjPM +J6  =մiCv v|b gPôD $ +谴+ شg%+ cϾ:^aմOr{   >A,ɴH^Y&8 l!D8 kD V Q>!´!m!!!- !2!TF۴д`FvDn" -d! N q]ڴ \y";T"["q"N0!㻴!"&A!"{"}ȴ"""["5""fQ!s!2ִ!N! ݦ !Mb!Z" !O"?0"!!b!x!V #tlxq&ė]ִд"!&$,楴60pj]kWqy\[Cu +3ĩ M'W?ꔴ~!: f!k!&ƴ bô | c sPݴڴߴȴV밴L$ 4մ010>%0#/0/, 0K0Y0;+0Hk0v0!+//%00.m0w0b+/-E/p\/D/B+/0/+/Q0'!d02#0p}0$$10?,0LX0/o0;0 '000 60!U0, a080ĺ0B00J"0}030.60600&@0]0m0}?0=m070q0 0}0҅00d0O700μ'0.=000+[0_E0`0P0+~00ZW0i4T0H|0V$0x00df0t5070Dx0(04 0Q*0_0@P0ME00`0'0ɍ0 +b0B000nV0~0[&0i0×0"0x0///a//+V/ܹ;///R11р1mi1zJ1O$1 +1Lp1[1Z1gBG1IJ1U"1tJ1z1`1mQ1 +1׬1 1=s1&!1/11!0$1'0壱0d1 _l111sv19t1DG1*}141O:f1Z}1>1I=1!1&1W]11/eG191!,1*q0xG00m0|pC000T0g0X0f0F>0S 0u00`70oK0805`00nL0)0Ɨ*0r0r0 +h0ġ0~K0%0000q05 K0@Ծ0%1?0/0MJ0Zt +0;\W0Gf00 pG0 +0&0*0510U0%0hX0vx0T0a070X0o0~0AwK0M00O +0;)0Z0hDR0GQ0Sf0Ҥ0KL0k0̯00q00j020y[000Ƭ0h001|f1 0H1|1%1<1A1^0ޱa0a00״01t0#0ߎ000t0SO0N0100!0v0:0`0n0.0 0}#50+}00a0b0w0в0܁=0ږ0ɱ00{0#0|h0d$0Vm07E0U/+/8$/,/'?/EA /S.چS..i.v// /#/ +-/]//i/;/Ǽ/)K.8/+D.t.qZ/Q/// +//A//˶////!/t9/ +/]~/l/ +/x/}H////&/C// /ۗ}/1 /ǝ//%//aK/$/Kl/c///HE/Vq/5g/BE/eX|/u /O&/]Y/$VZ//D/Y/F/;o/Ha/)/5re///m=/}C/$-/ //&L/Vt/e/A9/O /t/v/]/k.'.I...,.}...|..b.s0.L..L.c.g.X.V._.?.5.F1...c...a{.˾.fO.qW.L.ZN.7R}.D.j].{e.R<.au.$.0g..9.= .J.).5>.z&..q'.iE.,G...NY.X.hbj.B.Pv.xГ.+._6.n!//d ./7////n/*/&0L0Yz0:0F$0f0t>0R0^0)04!U0&30#!0?,0Jƈ0-/08`^00>0l&b0z 0=:00`0U0V0c80C~y0O'0qX00[`0h)b0 d0 /t0I0J0'0>00//_/]y/yB0`0 C/I/010cd/ //+//e/_/)/t/(z/k/̉/_///_//4//(///*/r0M0/g0/E/T/:7/(/8/N/ǧ/Ӽ/z7//aT(/o/&/{/ +//J/W/6:L/AM/ee/t%/Nq/[//!/-//4/)/\/l/V/ /ixw/x/fk/b/{/6~46 6i>6zµ6fm6D677g7 6<7+|7.}T797 7*YZ7DQ67Pbb747?w 7)k777`727&k=70<77"n71773|7 7oi7_7z77s7 7n7},777z7D7i[7ƮW777G717@7˧7Y7#7W7%p777MQ77[7i>7J7Vy7vz7n7cl7o&7:7EYP7+\757Qڷ7\B7@@7KS77T7}7=77727{7i7v7V”7cX777)7oU7|606Z6x666:666^666j6_6E6Ƈ606K6/67Ƙ6o637 /7X7A7.6$6P%6>6lE666'6666lU6|66]6c66VS6e6BD6O6s֡66]c6m\6A66666τ636I6Sr6 6|6*6'*6z62677&777017:±7"7+7T7 6Bz7qQ777b77E@w7Q+z75`x7?=7[I7h47IQ7U67&7/77!79!7D(7*`z736~X6o6R6֡6Mk766^6wm6r66n6+6Ι6 6P6R7 \7;7{V77@7%H7I766 66v7Wr7 +66}A5L"5^,55=w5Eem5r 55W65i5 5.5 Ŧ5Ã5>5O5)F58W5,/55}55^ 55Љ5"5aWd5t5H5Y5k55lH5T4[544@5A5"55@64w4wm4m^44W4<4t4l50~5@5a5*b5Q5c6w595I5Z5 +459c5#51™5$5j5<]5#565555}5ے55v55t55 5>v5L^6L6 5qJ56k6$י6 B6F5555^56h5ܓb55vm25x65Zv5m-55Yh5w5Mi5A0R5Rr5*t595c5vI5I5ZKO55iY55F^555x55O5W5l55N5E 5W5444ii4g4V44h44C4[4K464xW44N24h@4I4644C&4wl5 4*4[Z4zt44E4<44Dx44Y3$4E3Ś3k4*F<4Br4k4\F33{a3GTF3"3'3^33on4Z?4v(44O4Lx4{4ܬ4dH4%4 4'#344?T4V4405 5#L755515@w55)V44 +G4Ĕ45f564Dx55Qj5bc58D5HX5t{5o5XS5j5"5/{5 ~5%5>[5O)5'55444_444444o4q64y4G*4`4k64P4|44o5&T4Ԙ45F5|O4.5 +4D44nz454"4z44Э60ݝ6<666*Q6H06V656C6gy65C6 l6$H606q6'76e6s6OO6\6L6 +6l`=6{Q26;{6H:6*64S6U6dy6B)6Mq5QM5tp55i6E6 5떍55g5-5:L5%55*5s5\646#6g6&)6/A6:NO66(O5I@65M56 465>66 U665u6l6)66C6w6r"6H6[6i66DZ6x6`66̮6[6A6ٍ6H66Э=6666H6S6-6[6}6F6SH63j6?]6a6o6K%+6X?L6!b6,{66o+67^;6C6%H606~66f_6t!f6X6?I66 6Oc6\6;6GQ6j$6y{E6TZ 6a755Ԣ5}I55E5>5X5|+5_5r5E`5U5[555f5y;@585ϸ-5555s5Ɩ5]5555&5R5 5Bo545- 5;?5?5$t5Ku55[k52,M5@55k4w45K5)1Z5kK5-5m85#5Pz5azZ5M5q5s5] 57a5F5 s5-s(5V5g:?56?6J˲6,666Ŀ65 6c6_6$26 6y5&5Yv55S51K5Ɵx555y5jA5[r5ls5 555c55q!55ʌ565af55\5v55Ɇ55Y6551+1101O111q111~1%1z1o1:|1111R1LJ11S1zg1f1R1·11z111C1M1<-1& 1fs1rh1T+r1_1n1G1k@J1wc1C0<1M\13m1=1X1cg1G1Qu1 1 11g1-11/1и1oK1{8P1\&1g+D11S1r1~1醻1M11~D1G2l1311Dž1e=1;51v1g11u1G2 82z1:2j2l_2G2 `2OY111^1`1&21v1u1(111һ1a1911H1pO11x11m1b181w1$1111 F1O1bA1ϻ|1111Ƃ11(1K1x11$1-V1D1z*161@b1'10'1 +1I0A1Q1!1"A1 M1'1Jb1T191CN#1_1iÊ1L1V41*13P11$m1<;1Ec1,15.00H0+01q>1T!000µO0́6000ع0^0k0.1t 1ω1_\1 +%Q1d +1&.1 1N0m0800J1r1 |l00J!1tz11a +1kh11x91uE1UN1N1XY1=ׂ1F1b/1l1O}1X1O111/10J11M1m11v,1 _1b1kt 11&1t1~)M1.+16V11'51>1Gq1.161F181K1 L'1 O1'1Ք1|1O1XQ1>q1F1`1i1NG1V>1.ԇ1651 ;1' h1=1E1-14 22$ Y202l2)'2.2X2!1-212 1229282"2 +422Z27 2%2)2;F2?2-212B2d2 Е2ac2 2#$2m21ʄ1~11*`11N]1(Q1i1u11 +1>_1Ӛ1&1G 1 X2& 2v1nD12 2 k 1\25111ν1K1P1 1 1ݡ2B2E824E27j2H 2J*29rh2;T 2&2)k2o2.2+2-~22 J2K22L52<2=t2L2L:92=2=2.2/m2!2"\2/s2/ 2"rn2!242:l272L222 +2 h1dG1A1ῗ1VT1}1F1UX1222`2 +]2 +.2@`2>2 +2 +l12X1I]12Z1V151-1ĸ11|*1n1 111 1'111K#1z111 1T1ó1S11Uu1̗g1111`T1M01E1`111h1r;1za1^Z1fs1M1v1n(g1u1Lg1SZ1;1BSr1Z1az1H@1Oc1n1]1|j1>11B11.1hw1nԹ1U1[1t1zI1a 1f&1j1ӿ1P1h1և=1ر11O1[1< 1z1&11{1_11-z1;1[1 -11R1111[1A11F(1q`11t11111'B1{11`18141j1n?111r x1t11T1_C1191u11f1r1B1vQ1wN1%o1s1v1u0O0eQ0M0U)00000a0yP0u00i0Q000֭0^0Vj040<0o00H09{0'0f00C@0·00 0_Qb0l0J0VL0yZI0n0b+0o`08D0B0')00m0M0Y0:0ED0ƽ0:(0|u0~0000%0r0e0r +0P=0[0~0,/0gK0s01]0-0E1c1 E0Љ1}0r:0mv00üe0࣠0 z0 0ֶ11 +1M1 r1_[1%A1610l1,+0v=0U11 +&0K0Iv0000x0*00000*0O 0Э0s3000U0L020I0a0<0u0T0ZI0}030P%0g0%0300N0 +0 W0 30=B0)}03/0/0"i}/C0q,/h/0 0d/0L0=50GV0+050Rqe0]0>0I+0g0$0 0e0-06o00%K/ʩY/ֹ ///[/t/B /B/_/s/p /i/#/a/ //]0` /0/k0 50p0@0U/i9/L///簡///M0i40u 0S>0^0X00i0ue90@m0J0. U07?0T[0^0@0JN +0_j0=0@0[0~0'000i0t0T1h0^H00o0ho0r0)0&0R0H0.07sS0!t0&5K0Q0/2/00s0Uo0v0@0I0. 06d0S*R0\d0?0HYd0'0%0'00-05'0T0$t1,012D1w1#n(18g21>`Y1)1.1`11!e1 1`1 1 11D"1I131991N,1S1=1BG1%71)N1J1 1.=12W11#0c0k00O<1*1Q:0,0S0ɰ0@0 0B[04~0}0bX0^-1 +10p11{811/S1 {-0^0c0%L0ڥ[00J0*0}1Wȥ1[-1F?1I:1^r1`1L1N˕16 19B 1'1*1;z1=x1,1.zL1b01cD1PEl1PF1c +K1a˓1P1O41?_1?b1/10Vp1?o1>W10$1/B191R1 u11Y@1 %@1<11+10d001$1001!X1![1 i11!H1 1e111D00;1!)1QM0W010)0{h00#000#0a0; 00}Uw0<0N0R00+p00000͉0j0=030i00&000 +000fJp0o0Q,0Z0yv0rC0b#0k0=0EN0,#Y030N0V#0;0B0.0x0t0|T0w0.0P0ї0^0e0I0P0mm0s0W0^00ק0X0<010qN080̆0$0Js000,0*000x0000ۨ0 0㐲0ƴ0С0T0=P0%00>B0FB0-0f0bi00;v0JU0k0j0 0E0zS0 0d10iR00|0nx0r 0M0BQ0*00{00E0w0B0Y +0uѽ0x1t000y0z74p77֍7;8,8|777Q 7q7f7a7*P747v7z8 t8j88 8z8"+Z8I'817}7G-7S7%8l8 +78 7077kh7'7a7Ě77777:_7-7K7/7)77J7עN7>7ǥ 7b77Ц7ڊ7?7Q7,7 77ɰD77:8)W808o8#8888?B8*818 8:88 688$ "8 88G8Oq88Ƕ8?8V8^8F·8N08*8188#888>?8*0807X87V7EM8.8 G7876I7 17Zi77T7Z27W78Ab8088 #8U8#'x8857268M778Z18 978j`7tT77aQ7l77G7yt7a,7Nڹ7Y>67=7Gg7eh7p=7R7]+t7 7Q77L7=7-7;@7D7}a7Y7hy7tv7|7 7-77-ն777IS7(#7ABO7J71UV7:M7p7M77 RT7"7*77TI7Uc7`b7C57N7koH7v7W7c 73s7V7b77ir77ç7ˌ77 770777nG7)77=7|07W77O7m7PO7Ӈ7777uX77ƒ7477ZS77o7m$t7xy!7!76!777Y57dQ7G]k7Qh7nx7x7Z>7d 7r7#-737 7?A77)7#h77M7mc7x07Q707F7w8f8n)8U@8\j8t8|<8b8j8E8L686L838B8/838G)8Ka88XM8<8"88&f8#8ҵ8*8-8\8 ݹ8,8(83883?88.8B8q8u 8`28c<8y +8{8f 8i!88h8 +8t808588Dz8}8~v8j8k>8~p8}!8kŋ8k-8OE8RF8?l8Bj8U%8W 8Dn8F81783j8#:8&86>878(Q8*P}8XE8Y8H88I}8Y8Y8I8H+898:_48+`8+8:g:898+C8+Q7@}7 077ꌘ887*7ܪ7W7׾7r@7if7ޤ77͑7E8 +8 7N8$8~88H8 7f757١2747ܝ7g7\77777d77m>7v^7)7΃7).7 7/;7 77<7$777L77u7O 7k +7M7$77n77yu7J7pz7a8AJ8h8 #8 8Ub888@n887x7sz88Q772]8J88s888/V8؈848*87RQ7(8|$8777ۑ77ʢF7977䧊7y707A/77[G7787A|7l]7%W7 y7槈7Ԡ777u7 7F767Ē(7g7U7h77T67w76I76^6R6q<7,7Z6G7!6(6ԛ6y66G696Xn6l 7N7F7 +2=77&Os7.Q7h76s76䇈6R7 z\7v6{7ʁ6O6Κ6 666Ùw66r6e66o 6}a6F6$966BS6΢6ڞ66!666H6ܪ66(696$6666777?^7'_S7/ +7HY7Rb77X7?T7Z7 h7 b7P7'7/c7͹7 M7Z7cH7G7QE7l7vl7XY7bN777?&7'b7/,7Fg7O1767=7 7W6 6)-7 7X7S7l6m#66]{6N6`6\ 6r6S;77m7 757&ک7-7ԗ7 7p7k696h#7 P7ƣ6X+76W6e}6B6M6r f6c6Z6gڍ6/ŏ69‘6r6',y6E6QZ616۩6!TT6+m46I V6U64J6@x6P"6xl506 +6"6,i6t6%6:6%q6Ф6@66(6 6b6h6)6y&6,6G6p66U6h6u666F6'6ѴE6ۃ676-66c6V6)6 66`6m}6JW6U٫6z46F6a6m66"6A6#H6-6JԤ6V.@66#6A666y6Rh6S6666as6m9o6J6U16x66`6k}77U37jxZ7s77٢7{$u7m7Vݥ7^7D7L:j7fY7mX7Sp7Z7;77/7#7u77y77ucd7{7a27gU7!X7Z7mV_7sB749/7;7%7+h7A67H 71777x^737 +97x7"7(*7747Ne7T{E7=87C7Y7_,7GR7L7-D7277$6X777;X7(17,9"7l77{7778:7w7767Lv7x:u7|bz7Y_77_7L787797]7B7'77X7h7:%7K7U7 +.7'77T7d["7gU7QD7Tx7k=7mZ7XW7Zu7?7C7073|7Fc7H~76=78d7o~=7pRR7[ +7\7p7n7\K7Z7J7JV797:|Z7J=7I37:UU79=^6ʪ7x'6b6/7S7 #j676ja66x6-6q6J/6̃@6 [777@7 Y +7!%797 i7666)26m7[766r66)6666(6O6QU6{6L6uF6}6`}6f6q6?6-66D6s6_6hh64+6DŽ66. 6b6z6i6u667!7$07/77''l7)!07m7I7]7 +y6?6H7 7g-7q7q7*u7+=77?7+!A7*T7%7377>777D777646\6̥6J66$66`V6I6S666-6xZ6|6E66PG6L6!6a6!66=6$6}66~I6ʋ6ʃ662(.D. ʅ-@-.."k.T.r-O-&-c- +O-x3.s-٢-9..ru.:ד.6E.'Q.HV.V0.3,.?N. z.--.. Rw.+.U7.x -#-V$-r--``-O-v~---Id-oƵ-8---Q--2-$-3?-fw. . \-S-j--P-J--؊-KV-(-Œ .e>.uL.MRb.[.5.SL.kK.{i.7.DE.$H./X.R`:.a.<.I=. .aY.j..cg..X..p.i.W7.f.|.'.u+.ll.... ;.(L.3G.. Q-A-+-Ml->..9 -F-X.@Q.MU.+.7g.[.jz.DO.Q=.3.#T..N./+/.;<..k.&v-Uso-di-=-K-ud-p-ZP0-j-(-5-`- ʏ-BG-Pc-,l-8i--}-zϐ-_--A --.-_p-nR-F'-TZ---cb-s-s-,6,G--$$m--;,L[,,s,,-1d,Ջ,-/-<-*-'d<-JN-X|-3b-@0- +U-",--)V-*- )-G--ƙy-[-6-ԏb-sx-2 +-vO-֟-6-.--Iy-U--m-Tr. -؜3-籚. %.-'.s$-M- -Q?-ED-q-~-3-їa-gޭ-xJV-M݂-\vh---A6-l +\-|%-65-C6-"--p-QU-`H-9-G8-9-[-1-e-0-D--v-p -k?-U-c-_--s-i.În.:.C.&h.".Ϝ..5..q.g..J..../@.u./-//P/ ..Z.d~.“F.. =.ρ|.9.{ ..`3.o.)..o..H.U.2m.>.dQr.s˴.KG.Yv.1.!..1.v.E..j. .g.h*\.w.(..2./#^/.@//_/9w/ERj/&x/1&/w/ 3.>.-/H/&//b/Qש/_A/.(..o.~.f.a..+.T.b.=`.Iu.q..WZ.eH..*.6[.:.F.Ў.. +.bJ.S$.t.D).ʍ.r...(gg.3..`.?.L).*9.5t.. --.1.!(.3O..Y.gm.A\V.M.v.S.[M.ie;.+C.6.[Q."72.B.O# .,J.7,>T,N,g +,,5C,a,6,ٰ,,7,c,t_,i,P@,kr,Y,پ,,F,,T-&,,S,,j),|%,,Ķ,P,di,,I),X9,2R,?f,h>,z +W,N1,]l,L,), F,,6F,Do,",.j^,@T,-,n ,z,,,5m,;z,S3Y,b,;+,I,s ,Ƒ,X,h(--,E--$-0-H-,,A,Ȃ,-- +,A,R-=k-JE-'R-3x-Xh&-gw-@-Mg--@>- +W- W_-*g2-6Hu-?-!,,3,,,V,^],1,,y,Q,k,y,,X,,,,uj,s,K,-N-,,P,6f,N,,,;,,, + ,+Ff+,,,&, ++Ӧi+߲++`+@+,V+X,&,3^,p,\,@̧,O,+,8μ,,7+휐,,,%I, ,A++k+++-+޻++u+~oQ++gv+{^!+d+ʠ+J_++Պc+,X;,+,Lh,[J,74,D,o,],@,{o,[,,7,s?,j,{1,Ru,`R,,,,oͰ,$,m,C,, H,%,0ň,,*++h++,,k+u, ,<,Ij.,),4B,V(,b,>,Hg,:T, ,,-@,(6,/o,,-w-M+-[-jW-e-*-z--B-Pf--Z-8-^-m -E-S-~-`-S-5#---R-8-(H-~$--a-pO--n-_-ܵ--$>-*--/w-;oZ-9-&a,E-,?,- +p-,- +-HC-Ur-1-=6-c-ra-I#-VRO-iA-'- s-"-2#-=- -%3-p -Wk-l---$---o-i-t-4--Ʃ9- d-F..;-- .."MH..-- p-M- -m-(P-&-p---c-qS-tQ--G-9-H'-SZ-.!-7z-^i-i-?u-Fn>-ڪ-_-]-3O-Uo--Y--rL-{~-K-O*--$-O{-K,4A, ,&,D,m,NC,x,],Vg,Ş,Us, ,D,,v,N^,-},^,h- -+,'C,,Q,ŗ7,$,i,Hl,,^6, ,oYE,{8,Qx,YM,,,]Ԛ,^f,4`,6,, +,4,-6,v+(s,G,s,Zj,N,v,xT,8,,,+g+.+H+~4'?յf-+-h-=--!v-$E-Q-;,uJ,P,-,7 ,p@,s,/=,G^/-$-!9,/L,⚝-~- X,,,{,m+?,—,ͬJ",Z?,+3 +p*b+`4)B﫩bB'ͬ qar۬sحV)?2qӭ$)֭bNEqfb>m2Q<8֮߰-6233)aI28V23_3(3 +3>1|u.,82x2N2 33ώc3uD33;4 353m36[3S)2D32rp3F330d3gq9#ֲY(ufSK qzx.U]X@1.c2Mn]t]2Z3W91r2)Ͳ߾.#ò% (r~J@4"494x4v4P4j4+]4Cu33a33A4Qv43ҫI3644"4Yߣ4u,4Y4 l44Y43}4JS4#]4$ R4b4~D4:-4Q?3CM}3{23!&33ɝ3V&322>(1 r2I30V2G2D3 4o3A3ƀK4g4+3. +4e3eq3x3 Dl3@(n3 *3Џ3tϋ3L'84S9ųo[ݳ[cզ̠{1Գ3 T-Q8Tg4t,yL>0ᷳׄ<ֳz³_%f#y>bIa2Z/V'J=܆Ar )LѤz`3Cl~{dޥB֞ ջ &L_ͦpc'[Ʊ1Kqq5LC'K"rfWK\;ӳR2w+2M133OJQ2&2䣲OV)F08o2+k~}@oD#~kP"dzLXKMѳN5V +dJjD.SyH62_ +CQrI4{4֓4Q4.S4J44 44?44k184y4bj44F45 g545nn5$b51d554Q44404145\R4~-44Ba4X?4+414s44H&4_Ӱ3=4 3334!K<47%34'444{44"(4:<444M 4eΙ4&Q4=r44g4S4md&5@:c5Pe5(]555`O5r&Z5D!5TA5.05}45 ^5+5: 05]5!&5ѹ5@5dD5uh552o5R53@5HC5X 5.5=z5h5z\5L j5[P4٦4혴4'R4Β5"5 m48F44f/44(44H4]4LF45ܴ5$55?515?|5~5'A44@4C4ҟz5^N54 4~3Q`33(ix3Z܌3=3`3o32 3#1L2Q%33.3hY23 443L6314,e4C-+4431n3#3?r3rԕ33ս3&3^~ıY1h2t@: + ³' Xȳ=MQ!#;2G31V2<3H32T3!VB,qLDZZ`22204X4sH41%s4F444]4xj4 64u3֢3444J&44"r4b4 444+4EP4Z4#4b^ 4|494No|4t4^4e944(30!3B3S9R3CM3~d3W3т3Ў23)2.23Z3}3r3.$44&u3a 4y4<4P4.J4(333`E3A`3;4W~3_3 ?fʹ2:}THSN uԴ ˰ +n jeٳ"F\ Ti5˴۴ J cB + | ?oZ.V;Ol3H/\;  -*=  ; ם + 7B # fyc׳Q{~) ؘ'G)Գ0NoNHn%EݳƳ}J賽brܶڳh_jx>~0ĊijyˤꃴPճ +$a^g.eڋu핮9P1dłJ]zc< 0 E&t91i+To4F.´ i7^%ʹ ״5!8sj4Ţaފ̇uk´#!z=$Nܴ{[tN ش 90*yz9{״ 1 +Ŵ u .+O  +l̴bp9Cn , }a=1>^ ܴO%( 6 + h> + &䰴-;ش5Mw-xɴشT VZJ  X4 ԴўLvx斴Qﳃm~QS$8dѳ^h󳥠§ճߨȲ!`*s N}Y4=J ~yP}"γ}f^di@̳I׳/\,yxZ`"Ұɶ+ͳÅyv_ÍIRTh:ӳOJ4`qꈳ|س۳M%!15]ØhJ2B2*1dmF-*lb`23q322Ld2&w3c3~3c3/汯1JU~nt2h ; %bTj g}!δXGA|JZ\ 5 o0Ĵ +;$\%XUоŰr 4#zq#@Ԍܳa+ɫiv7ƒ۶)' Lrc˸Z؁ɳ[Þմ δ#}!޴#zJ#)"f SBL "e-#5#R"#k#"ȴ"kF"ִ")!s!R #,=""U!"!_8!ݱ!{B ʹ m#<a//,/p/~h/2E/"//-/W,/d/At/Me/rȂ/I/YJ/g&/~/H/M//Y/&!/e/s /]o/d4/u +//ȟ//Y/H0/-g/8(/I/$/Czn/Oa//'/9U/ +b/.`G//7/&n/ 7q/:/[v/h/E"/P/v //]W/jM/0/;7//'/Faw/R/1@/<#/8/ݶ//K///ǒ//L/(/r/(/3/-J//X0D60A/~/U0`0X00/ҭ/y//Ǻ/}///0/W//w///M/L/w/^E/k/G/RB/x?//^/j/S/L/Ņ////:4/ŧ//u/wd/://>/RE/T.΁.. .i#.6/ +.ߝ.l.d... .]..=./ 7/ .*//y/(C:/ v/Ja.. .9.lO._/.1x.H...xC....2x.o.\?0.j;.Cx.O".xt..[0.h.c..ާ.K.].Ӹ&..@y..R.u..&..C./2!/.5n.j..Cn.6/ +G/Q.S*. +t/f/// *r.O.O. .˰..k?..v00"0 (0yl0)000Γ0 /I0o//70 A0/0L07L0=0&W0,q0D9 0JC#02Z080җ0{p0t0 ߄0!0'P0]0 //Ƥ/}/Z//i/S/]////Ԁ//B/Lb//=0/q/L0S0 +//,/ɥ///[/ڧ/Ou/ţ//0O0U0=[0BR0Y&0]0FI0J0,b01*000!051090%t0*)0a&0cȾ0Nd0QY0e0f0SÚ0Ug0=n0@C0.*020CW0F0509z}0C0G0Ҍ0V&00"%0 +0>/ +/./ֳ//%0G//0 O0$0Y0o0)x>0.K!0 0$0 Y00E0|0 0l00/S/_/r/~r*/'q//Y\//W /bi/>a/HLi/mh5/x/R/\q2/@//Gl/6/Z/{//!/ /{/vh///.^/://H/@/v/gF/a//I/ft00wq00/V/\q/͘v/}00ͽ/0/a/:/o(/L/./m/5/ /V/rn./?J/]|^/=/z///////0/05/Y9///060r090.,;.6 ./. 1.A2O.L3.).1ݳ.. -֥-e.|.5-H.{.W>.bw.:k.CG.mg.x[.K.SJ|..%g.L(..*[..O. B. -n-F--"--ԡ-X-f-jq-a-C4-3/-x-gU-,a-,-ߴ-0-- ?-N-)t-kq-Mn-( ,'.+,,dFKS6Э'.ö..ZY}.`.݄.yT.eÄ.iB.1.3@.;A.B.3]E.1-F-..C.lC.o.^. .p.rH...*-)- .%L.P-I-[-t-2-9E,my--bU,.>M?r&iN}~bS/*-->,/ͪoRIhDc"]lkyJ֮r1v,, , ê{.,Y*2xK5CX/%\|"Fzzy~UAd­fy񎭺ͭ:dѭgK"Q:mmjDy:ٮ +24S C"xS#`_Q]竮o=PxjIf`B; îYx +ˮ\ɮE7܈J-5Th,QNȮL\iYUp.宵K =3]^ %]ﮥĒ ˯AZMϯ)pկ+=﩯VAoYVQ(ogHů$8C?Ȼ3INh]0{赯JxjYuͯ<Я|ju"WL˯"D鯫|ubٯ֯D ըȯȯH...tg.yu.O..K. ..Q-r-P=.AX.((-ET-^..ɿ^.݆f..V. /A.H.i.>FP.c?-?-߽..2.,V.8~) hC2F2BEd1䮜ݮӅ:{._3GE0F7.p-K.1x,&֮5Ʈ-ޮ<]Bq*Ʈ~ /([/ID/a/5C /s/^/c/t. / ..{/ */S/M/B/-T/)a/ܾ //?i00 00%//r//!/o0 n0*0,B0/`.+.l.+./1 %/|-/t/nN-G".z\s.//^6T./Kw&/B/Q/@3/20030Ni072/^/ഖ//݁0D09<090:,]:RH[S$Zů(KRm=WԯiAƯx Tx!\| %QLTrGHǯŽ̨B2M趯x=`g:zIe௱HͲfVj|j@/;Xzy NC]ZPa毳Я:Qז%Eٯß'h̛mή`u,W᧳.' /5.\6//tp%H-J+h-/ y.ɾ///T /$/ 00:0 09iE/#/cx/e9/0 06M0g 01Srwt$ a.n讆.6ɯ7&J(6In-筬QY./I[/)/.//0+55/'50#Ec/wF/w/L/3/0/% 05u5]55{5%S555j5OK5,5k75}55K5755m55[,5k66 5{5`5'55:5@55c5595N5^8v53r5B5o505Q405`n55)V?5c556X5DkS5[5+.55E5q5A5d5e5y5E"5So5b58N5FA)5st#55T5cZ6m6C6~6 Ю6$T6-j6ݧ65@55r5ش66 255666A*6$Ew6-\6I6Tc\65 6?66v66 u6#rV6,26I6855]+5| 5Bh5̉{555555s5G55Z5p5i5[ 555Y68655׼55Ԧ5d5Uo5p@5u55s44ѹ4 4غ 554`4444I4244Ƀ4m +45 X5,F5 +3N5޹595G5!j5-'45o}4c4h5 +5l4Aj5Y 4hL4@4> 4R4"4 }4j*(4*4q4)C3944>[{4R54r4']4444Y4J4ڼG44h4hR.4O4:p4L4.44a^4u5U05d95:G5G5t -5-5Up5c|5!s5,5 +j}5z5925E55+ 585t5s6/5!5 5b55̏5SC5`z^56h5A5o5}5N-5[.`4H?44ƾ4.55544a44i4444v4N/455%Û5 5 50:%5;_!5 5:4@444g4X5J84g4iY6]6hs6H(6R6rBi6|>6Zs6e64Yo66W6^M6El6K6&8G6-M66636; *6$.6,6e6l 6S96Z9 6q6y6be6l66Cw6K64N6?$6Ui6`Aq6Jio6W5(q5M2554)55%5 5=5w5O5hLX5u5395] 55s5t25ŕ5o55Q575/55m5R585{55"5\55Fu5Rn5&U5/5^O}5l05;85GY55@4TE4*5B5"445{5A5Tu5d\\555x}55.R5>z&5 +55R%i5k5,5G6q6 55866I66uZ5?/5Fr5%5ʣ56#5pO56)UH64E6J6,6B6R6;6M#66%6 6 +67-6L L64E6L_?55+5d_5i(55j5Æm5 J5 +55h555s556636y6#646N64J6R5sI65H666s6Wb696]3k33\V3'3l3>633I2/31I2Z^#3B3f22s84043Ӟ3%4/f4?%s3s4 (33Ku23 + 3333x*³ʳ 脱ɶZ$ +:puauJⳑ"bRڱ[F@8\`_-ࣴV% Y"ܒ!p4Lj4[Q44r4i504wW4#kB4)j33L-3 >2 `3>3vH2d 2H 4E44. +4144]4345#32g3UV};3 r3J"9Z q|`N賳c"j#S"@۴ KmQ!9۴mgϬK!´ #y"~ aGb ִ%s↴ ;ŴT}[eY#{( "Ӗ"" +"a"?!I A!k hr4t"!!6I ڴδCMϴ% Im.. rNTa"'@RǴϴ-H̴ 㻴HÆʴ w +ϵsYO IfRa '!OS|ǸձŴشxg[´ +a \2+,óa  |+ *شpzkXRk 1A+߭tE״{7<ݐc7N ^+dIRkxدry8|ijS_qP ++e4@449=4@{4X44L7S4am3r83j[峇Ƴy3| 3볮qx4̗4^Y44 5ȋ5#4ůI4i34 <1CW64s~4:s3X4PV!e!$?* %^δ9 +Ĵ H C7H ´!r"茴N J3F /Fɴ h ]N`&A5G +5wO@5%5Z5N55+n5=5$5<)45`5;5K5n5P]56s5%66=Q6e6BT[6lM5m6:5뀶6Zk6F6s6Ip26{k4p43)49\5T +T5D57k5.4Ts3Ps5/5}4&5zw5f6566M%66P6t5ڒ6ƿ5hw6}6Q6i6Q`6ش=r Ny$r"\,\GḳX$M_dγX +D۴Ac 6óث΂bڳT5 +賜Wv}v^;Z;XUUF1)! W'trIݚV}5ͳ[VxpTz+(FvIQ *ٳ{Ǟ`tE0A}4X5Z4*57'ǴOgòl5+)!4̋D5ĸ6656aH6OF66K6/5|6 Gr5^(5z6FO66>u6~kٴ8hXC4tCu?3uʳåk[1t3 5wt55P564S6tT6)6hO545U57X"5"6,6[6ۅ6K^626x6y6B6#6-6 6έ6G66?66x6 66ud6"6K6866o6/v6K6466.66:6 6Kv66qM6h6z6t6[66P66K66]g66è6o66i6z666D6Hm6v666#6@66}:6166/66666$6~6266z6u66>6a{6 +6W66016^66+6o6j6z6u@6e6`9j6o̐6jF66 6T6p6zJ6t666s66e66ۄ66p66+6)%6]6666v}60.6F606z66676:6`66,66d6F6(66666a66 +66Ф6+6;6666;6ר66666ɤ66w#6-6~.686Ӌ6p666O6Y6I6h 6вC7536a77 f6 6>7L70J7 W'776%7.777'.76 66h66/c6ی6m6u7 +L7M777?6L7 7p686y6A6~666<6H6@6>166Ǐo6B6J666 66c6\6 |6x6)6kz6Wh6fm6va67S6v6F66ֈ66J6ס6ۏ6&66՘6 66?i766]6<66a66r6z06B66in696W6h66޺V6ץ[6266 66Z6Uo6d6_76O6J6Yh6Se6nŐ6hZ6yc6sF6c !6]$6lp6fƲ6E6??6N/6HN6:R64 6B6<6W76QH6`6Zv6KZ%6En6TMk6N'"636}L,6&636v6p66zP66=6/c66-6m6*66j:6c\6t6me6]q6Wr6fĮ6`%6~C6w#6:66pD;6igc6y6rQ6/#6)<67<61H6$X6W6+6&r6? +69 6H"6A636.;6;݊65r66^6 W6r6`96 +L6$6ة6(U6"6/6*-6 66$.6py6PR6J\6Yw6R6D/6=6Lo6E6bG6[6kR6d6T6N=;6]6V67616?69(6+r6%yi62P6,6G6@6O36H6:o(636B#66;r66;h66 6666J6b6606*666oA6R6=^66{666|c6۝6 66۹686r6686 !6666a66L6 6V>6&6?66 16}L66R6(6d6M6w6VS6b6:66~6d6X6o6666K6I66u 6m6~6v6fx6_?%6ok6g 6 6"666x}s6p6Ֆ6y46XB6P6`6Y/6I6C P6QJ6J>6i6a~6qU6i6Y6R6b!`6Zr6΍666r6y6X6'66v6P6ܰ6:u66z666z6re|6X6z66j^^6bn6r6j|6G6̅6u6#6{ 6rx66z7TR7Il7|7n[7?|75sZ7`7Rd77k77D7Y7!7ye727]7+7"7Ea7947o77-7#Q7g\7Vɏ7K7~7GW79?7iUe7V~ +77۬(8s8 +F&7ʜ7=77z|8?U8/58s¡8^q8QV88I'857:7^7ό]7 77|'7>)7)N8ZQ7k8"G#8C7M77Sc7/7 _77H7ݸ66 c7 +S7)7-7!97E.76q777):7a6j6~6366$"6 6H6J7Io7|/7|7 +66lV76E7eg7QI77t7?70W7\7Hx77d737[7Z7g7`77#776ף7's7 P7N7767P4776)6#6666&6a666U6l.6N6666M66?6-676V6O6b6U677D772z7 *6'7S7F-66D66/6B66K66D66#P6666j6:66068656pY66F6jb66J6_6ue6(n6$66666666x626k6( 6D666p6q@66.6Ɏ6656m<6'6m66/6r6Ìi6^6 666d6V66Q%6J6C66x66J6+666626Q6f6 *6670x7 97E:7077>7 t77^ 7D7}=7]8707O7B7-6Z6H=7%6hj66E660 7t77-766ۖ6+7<6n7B7zw7:77Y7?j7t}7T77>773}77l>7r7#7*g7)7:r57&G7  77e7 ֭7L}74M7b%7Dg7!7 7-H 7NG666ؔr6V6O6i!6'6966a6 6+6<;6`6ӻ6ʾ66i6E6A6@6660666µr6]6KP6Q66d6@6U6C6un6ڭ6Ю6$|6+7/6{7 G7?6626ݓ6e6s6>66L66E66666ɢ6ؼ6Μ6b6ݍ6Ž68<=:=D=AY=g==-=9K=R= R=={=}==%o="~==*=w=2= oE=== ^==k==z==/=u== = +=+==+FV=(Uq=1A"=.D=%H="=+$='=7=4cU=>3=:i=0=-i=6=3_2=T=]f=$dV=!=B)=k=`==*=&h=/=,j="%=F=(%=$</<<<<<\<p<<ѹ<ܚm> z\=侔=+>7=y======:=%==L=lZ=*k=$=M=5O== >%>D>=>2>}>Y>' +> >[>L;>{>h=>>>0.5>Zu>Hr==8)>/>K*=ޕ= +=#v=J>#S>ye>8>(/> +=>> $=8===V=I=zW=====|==f=|=f=% =r9=j =}=tX=beH=[=j=cO==TT=:j==t=kO=*m=u =R=5========V===9=.)===?===Q=S=== ====&= ===ݱ=&=")k=+g='====#< ==0=,=6=1ν=(o=#=-p=) ==V=ɼ=́= L= ~=|=^t=V=9=$S= +p=-=|==U=<=7p=B==+=2=.=8=3~=G=BY=N=He==W=8xH=CD==\=)b(=% 3=.5=)= G=o=%= =3P=.=8p=3%=)h=$=.~=)&=!N== +^=I<8<3s=6T<f=V= +n==~=D=5= +:T=<#<<-=3==W{==C= =.= }===$ ="~=,==<=e=\U== ;d=<<r=k1<M= =W== =<-=r==U +=N=\(=U7&=H=C+6=N{=HIz=cy=\=k=b=T=M=[@=Tg ==V=8=BS== =2=-wV=7a=1p=G=A\=M=F=<=6z=@x=:ƭ=tק=ji=~=sq=a'=Z=io>=`=Bh=|)=l==pG=gj=yY=m=R~=K=XR=Q(=Eg=?7I=Jmo=C=^=VBn=d=[A=N=G=S=L=(|=#BQ=,{='J=#=j="BM=Qh=0ޔ=+Zl=56=/=%= =)=$====A= +H=:=(= j===:=&== ==r=9M0=3W==`=7Z)=-"=(.M=1]a=+=AbK=;J=Ey9=?d=5E?=/C=8z=2dM="$={^=&= o=%H==k=B=)T=#=,=&&=6==!==K6M-6b6 655z6w=5 6 q6 ǰ6ǩ6566^6 6]N5_5K~5[5`5k5L5ܛO5Ӎ556555ݝI55J66I6&6 666,6v6-?6'^6446.Z6!6b6*6'n6!6 R66H6 w5ā5~65L&6;6j6 6z6 6)66 5O55ʹ5Z5'5J5505d5h5O55©5(L5z5m5#5g5}5 55M5m55hn5K55M555M5Ϝ55x5ޱ5 5謃5,55{55vk56#m5Bc55~5555-k5˹5žT5555:5Ժe5>,545 +x5 +55v5.~6<2x65u6C665u6/ 6K76C6R6Kdf6<߷65/6DZ6<˫6!636(k36!6666R6/6(F656.'6!686'Y6!26Ze6R6bfT6Zl6KD6CA6Rm6J6jA6b6r'6i6Y6Q6aP|6Y0664~/6-W6J6Bjx6Q6I6:63}6AK69k6 66<6 LJ5~5:6566f66H6/666Y5CO5z5Ś525 85c55Ѽ5l5]_6n5w5䠫56525΁6 z6t6&Z66o|6 (6Q6^=6,D6%6628P6*6T6H6#\66 66 M6 +55 5ݹ5H66 +#6'%665"}6 6A655~5r5g5rR5f_5~w5q5M5D5W5R5zG5}ڬ55 +Z5Z5OP5e5ZH5E#5:5O5De5q:5e5|5p*5Yc5N(5c5X0x55*5f55v5O2515_5}5$d5155]5J/5 55i5{5g5K5n5bza5yU5m 5655*;555wʧ5_5e515'O5:50<)5[5 v5&m505C`59 5L5BS5/!5%575-5 5555 )474f55(4z5c55$F505 55|5 +<5Vu5K]5`5Tދ5@565Im5>5j5^P5ub5ho5R5Gkm5\,5PY5,.O5"54H'5*XL5r55 5"5<^5205En5:3p5(F5Ύ5/h5%5 +d5555@55"5E5 k5]5W56z5{5n5j55m5Һ5I5 M5D55D595B55555\_555`55'5 5.5q505ө555E55 +5ii5c-5އ5)95I'5}5515955S_55Uq5ƶ55Ȳ5ç#5z5dK55|5\5r5q95|5eƾ5Yt 5o5b55555yx5l 5t5u5M5B^5Vn5J57x5-G?5?qt54k5_YR5S5hc5[t5GnH55T5W555A5q5V51I5u5iy5h5q5dX`5z5m5W5Kx5`P5S~5 O5u(5g5~05hY5[bR5p5cQ6zb6qX366y+6h6`C6p+36gr.66\16 626wD6n066us6W6Om6^6VsX6Gs6?6N16F6e6]%6l6c56T6LQ6[6R6>666646|Z666'6U6B6Z6\66$66s6jz 6zy6q96a6X6g 6^ؽ6r6w66~/6n1[6d6tp6j68260D6>.66q6)Zd6"4\6.p6'+6D+6<4!6J%G6A64l6,&6962$i6=6w6 W6[6 6~66 6%q6?6*6#!x6Ae6v6x6{6Pt6G6V6M\6?sM67l6D6<6[6R6a6XC6JUu6A6O6G6/6'64[6,6 6et6%6669d61f6>66V6)~6"6@6.T6&6R6$6Yv66Q6v66v6a6066'6C6qK6@6Q6$6}6ʭ66z 66Y6&6t6G6k666#66ձ6~6p66xS6g_6^D6l6cy 6T6L6Z*6Q6r6h6w6m6_B6U6d=J6Z^6Co6;6H86?!62̏6*0671 6/%6L6D6Q46Hz6;763%6? +67+6}'X6s6!6w6i86_h]6m6ck6v6|W66q6r[?6hL>6v6l6UP6L6ZK6P6C̆6;o6Gŭ6>6^|06T6b6XȂ6K6B6ON$6FI6LD56 5ȼ55߼ 5553C6 6}6'65567-5F55j5p525S5;59555585޽=5:5n5Ӫ5Q6j6 [6665p6d6s66X666 6F666 5J5y5P5(555o5$-5E5Ȥ65S55!m575 5CR5Gx55t5$5`5i5Z55Y"55=5'D5T5c5J5r>55)35PL5y+5kH 535sA5߇55_5755{965955Ć5\b5D55 5:5Č5 f5555Ւ5ʉ5n5,5F55>555^5g[5\5C5q5w5\55 5l5O556#S6N6'6i6MM6 CU66%6+ 6#,B6.>6&16&6,6 6 6uF5Ż6 Ȭ6 5l5ޛ5@5V6 +[6&]676 ,M5\5.6_5Q62e6*j66A6-6"v6.6%Ä6{696196=!64p6(6 6,6#6O6 6Mm6+6*|516^6606676U6 +y166 6E5565C555v5nj5e5M55$5f5΋5Õ50i5K5q555l55,5 555B585L5Y55 55 5?585:5ױ5<5 5ZR55쨾555<5O5?655?"5[5!5`G5055595/55n5A45c5WY565O<@o~L;5;;";;r;qY;d;};n;;;1;c;;z98;;<<M\<<<%<< =u== +܆=<<1=(<<}<<4{<%<G<*A;;i<m;6< +<u;8;<;l;4<<}FG <4 !<&k<<*b\<.DC<$p<1<(:::):w:*K:o:4:#:::D:\:m:Qw:t? :X#:7::=&:#:x,:[͆:y&:\م:@:&:A:'͖999A9€99xm?999?9#:Z999.96`9s9K9%w9\93V9[8k9}<89l{s9@%9zd9K|&98rS9#9:9: '9e99N9!9:I9!:W999t9̴99~9T9q?9\DD9+9 91}~9 9^P9a99cSw95r9a97L9U8\7ָ18ؕ7ު7707e7Q8-O18 J8E8P7f787И7zn7Vs77kB+7; 7%47Jq7167777s7[oj7=7mi7K8`k838|g8Iq8;07a8 8§8%8_e8Q8v818 68CY8\7767φ\7 77ZA7R7iw7M7|7l7?77yP7=7K7&M7F7Ќ7n6J 671'6j7'C771s776P7L77-6 6Ӷ6*_66#66ΓS6Ň66I66`6 +6_6ׄ6,}7::z::yw:w" +:[=:r2:W:@RI:&B:< :#߸:j=:P`:`^y:G:7::/fX:zi:::k::h!:kz:q^p:[:3 :q"6:j:[kt:^m:JO:J:8=:Td:888G8:w9 8K8`8=888 89SYM9494o}99i99W89r988t8ް8888G8484^8l88l+8z8M88JE88]F8W#'80 87u8R8S8?8dA8f8b8aI8/8^L8S8ȿ88868Y&8R8R80lI8 +g8.g8 A7b77dD78*88%87vh7?7Ͻ78v88$Y88j38J&8r"8?v88r8^8{8cY83w8R8'.8a7s8Y7﷑7n777j 8G7⒰87o7 +7S7!7g77lJ717j7G7,7F|7,,7<7gƽ7G7cew7D7*_7AT7(U^7}7 7`$7 66kN6677>77\7~6E66r677]7 +:7W$t7=s7%g787!7u +7O7j7G573;^77-_#77td7V77666;r6䑳777 +66s646[6){8Hd8r48X8\\8ALR88/:8 8vD8E8Z8/8L7Z8 77O7ź7777L7!7yU77*77_77i],7w,7Y8?K8x8'f87n 7:7d7x8H7I777797b7`7&77~727m7K.\7Zy7=o7O7irK7w`7TN7I{70*7:#7%N7_ A7?'7S@767'876E7 77GN7-7<0P7%|7?7 7z7S7d6 h7O6ʥ6x566`G676kO65;66"6P#6v6Ѽ.71W77')777v7+6 ~7E77R7{76T666T666<>6k66H6SV6!666t6Ϟ6ƈ6>p6´>|>c>P>>yI>cj8>>h>>[x>>P>X>>^C>Jh>O'>=1>j>V >,R@> |>@>.P>>o|>>Ҝ>Y>A{>pr>X=g>\>I?>)>>S0>S>? ?x?p_?>r>Z?9>U>)k>>>>tA>l>>>cN>>K*>0:>w8>>,T>L>o>`>1>M=f=*"====:>-]>V>@q]>*> $b=h>f8>~=G=S=j=Sj======͹==ݩ=l=j==u>SUw><>ga>L>&و>>5;]> p>|>^nc>>oΫ>CMI>+ >RCP>9a#> =>(Z==#=v_=1=H>>7>#P>.=A=ծ==r?&??0m%?%r? f?W?0? +?:?-K?CK?6a?Y?`?(tD?{>>>#>&I>Q>_>> ?G>? +ŷ>>U>> +q>$?IG?;?L??d?,`"??0`?!${?P?BM?Q/?BA?3e?$)?4F{?%?i> +?Z?>0>%>>0D?/?j^??}>;>>>֤>R>,>j> >a h>DE>mi>O>>M>>>|N>[>>c{>+>K>5>>K=> & =S>=>%W>E>[>+S0>=>M>g>V>1 >޴>>>jl>>qi>I>W>">N>LN>uJ>J>w>K>17>PhI>5rl>x>>U> R>Sߕ>7>U>: I>> J?>!d> =9=L==Ѷ=:=u3==}=4;=6=d=D==Y=w=v=j=a @=q=g(]=X=P=]X=Un|=x]=l8==s<=br=Yw=h=^O=_==ew=)=p==й=&=z=Y==X=X=i=с=@=H +=x==~"=l=b.=r=f==kc=L=ɹ=v\=j=z=n=I=B=M=FEG=<&i=6p=?=9l=QZ=J"a=U=Mov=B=<.L=F=?/ =0 =)=2ϐ=,=$|=l=&=!%5=5=/=8=2=)u=#&=+=%=X=P=]-=T;=I=A=L$=D=_=V==ce=Y=N=G=Q{9=I[=;Z=4׮==`=6=.=(b=0ƒ=*6=?=9==BN&=;R=2=,L=4=.0=s==O=9=v==I=Y=9K=Ɉ}=[=΅==e===m=!=.==5*=r =k=uٹ==Ϟ=,=F==y U=R={^=;=s==ֶ=>===e==أ=%===i=w=e===B=3=5=~>=/ =D=j=U==-=!s=H===f=\=i=^=S=K;=V=Ms=l/=a;=nz=ci=Wu=NQ=Y<=P=DP==3=Eړ=>=6N'=/1=7$=1+=G.=?=H=A=9=22R=:=3t=pa=ep=r4q=e.=Z=Q=[ƈ=R,=sq=fT=s=g-=\=S8=]_=SF=I=B_=Jh=C =;m=4^=;>=5^=K=CxQ=KP=Cż=<>=5i=H>>1>ς ? |>? rl>>?>u`>>`x?1?'Zv?'A?:?1?g?2z?G?A?? ?3?#>P> >?>Ҿ>_>>g>>>OL>c>΍>Ӵ>>>>_>>K>>`>>>vh>>s>A>Qm>m>>Թ>l>Z5>fk*>U:>9>S>7->!)D> H>5> >N 7>3>I>/'>>">>>$>Y>x>h>~>_La>tm>Tz>=>\>+>tT>ec>J3O>X>=l>B>)'>;># > J>W>&=X>1L>'>'ke>> 3=>x7=,,?K>>ZP>۫0>㭇>>>a>xJ>œ>>>.h>ݒ>g7>i>lo>>x>;|>8>~>S>>%5>L>J>>>mB>lO>X>>>>>\(>sV>>r>|>o+ >\$ >Q3>a>T>Fw>;>}Te>gD>`vg>N>U5>A݀>? @>.V@>F>9(>/[~>$:>)Y>p>i> >>bJ>i}>P>I2>1׎>;a.>%'>Wj>?r>BW>.>*">L>)> R>> n>>0= n=o==H>=H=%===ǺW==a>/^>>>x>8>:>'=k>>|>w8==={=LB=6.=z=֊=ٴ=n=è===q^=ʘ=====:===:=ژ~=4==I==I=ֿ=1=l=^==Ⱦ==]==B====Dj===/ =)=]=N={Y= =<_==O=~-==3=vD=y==@3=%={==Д=}=3^=,=i==_=k=ُ=1==_G={r==y2-==Y=|W=t==uB==rv=sۜ=g=s=g =]l=S=\|=SB=rE=f$=pr=e=[=R=Z!=RM=KZv=C[=K*=C=<}E=5X==9E=2N=EO=>7=Dr==kr=7=1O@=6A=0K=H=D,==8='=nl=9=Y==K=y"=e==Ƌ="=Bw=Y=={===zp=n=vIE=jN=f=~V= ^=xJY=q=fY=l =b=j= =t==7=Ϊ=&====(=\==|=u=ts=~c=rzP=w>]=l_=gE=^B[=b =7K2=;g=5 =1=*=.=(=Uy=M)=Q=JG=F3s=?W=C3=6 6<6z6 6)$666`656D&66r66z6p=6~b6tc666{!6Ò6c96x 6.6{y 6fa6\{h6j6`6Rע6IwW6V6/6L +6m6cX6p6f}6Yg6O6\g6R6Q26K6z6'=6E6~6l6@6w666!6\6566*r6s6s6im}6v6l&'6_5;6UD6a͎6W6yc6n6{ó6p 6d.@6Z6fU)6\ 666M6666 66qF6̹6K6E6i66Ŀ6Br666!6 +6O66F6v6g676|H67@6aw66O66Ҡ6ό<66Ї66;/6ư66ж64P6=6я6D6|%6Ǔi636]d6V6 D66c6cU6^6{6~6676Fl66F676s6R6@r6v6U6U6C6]6$6r6D6F6 6@6c666}6r66t6h@E6]ݖ6i6_tC6Z6v46U6wt6k[6`6lK6aj666o`6$`6666 6ü6r}666L6O6m6k6ی6xp6=6y%v6mt6bA6n6c`6y6y>66y6n6cZ6n|6c.6@[3676Cl6:p6.H6&616)I6FTh6=46I6?͙64[6+666."66;6!6<*6[.6!~656 +E6#6|c6%*666 I6r6,a6Ky6B926M6DuC69 60P6;?62S6P6F6R 6HV6=.64(]6>65ͤ6'g66)|6!Y;66U6J66+l6"6,%6$r66!656B6+5f615Ĵ5 5۱+5565]Y6#555H58>5A5ҡ5r5>5t55 5`5Ǧ5m5F5M55S5Ap5xY566h6 +E6\5"K555{6 d6x6 6<5/55N75y5a5J5ݶF5x5÷L55ſ5k5S5k255 j5Ǐ58;5%5#6Sx6I6UE6Kc_6@w)67A6A68C6V6L6W6M6B696C)6:i/6.X|6%J6/=6&6i6d56r:6Z60"6'61K6(z6L6%Q6E66Xb6NL6X06Nr6D"6; m6D6;v6YA6O6YQ]6O6E86;R6E:6;61 +6)62@N6)X6 t563G6 6u'62k<6){P62`c6)jh6 j6<6 6l-6 j6866 5#5f5d5<6JC666>6v&56558C5֖:5555}5e5˘5p555ؼ5T5j5s55 5;6?66x\6Ⱥ6=5[6ek56E66c"66d/5695/55c555fG55|5S55355gP5N5X 5݌56Fu6ј66M6Ǜ`6+6\66,M6вE666؂6@6T6k66J566686s^6 6D6$6I66X6b666]6ٙ6Β6*666N6þ6Z626Z"6l46a66I6_6R56x6 +6v66M66a6d6`64-6/46_666 +66և6Y6W6 6yK6Q&6y26nz6c6n%6c:s66x6{6w6m`!6b6lk,6a6'6ֹ6JI6M6J6<6^6M6Cw6b6b6ڷ6x66G6݄6s6vK@6+6tő6k16`e&6i6^m6~K6rn6|-6p6g6];6eg6[G6y63666{6'6z6656J6'6&636W66pD6T6R6&6666@6h6Q66x 6n63]6Ϻ6Fw666Ƶ6 6606 6y66V6P6 6?66^6664N666N64666Ӎ6@666N 6J66,#6, 66+6;T6666b6Es66r66Ō66/66|I46yʞ6n6w#6l6c6Y|6a16V6t:6i26q86f#6^t6T~6[}6Q!66M66676x[6%6u76 6P6LM66|/#6q6w86l*6m96bG6j O6_T6XL6N s6T}6Jt6f2$6[6b#6W 6QLe6GF6MM6C6Y!6N6X6Nx6E6;h6D6:6X/6M6W?6L.6C06:E6BJ69`626)%616(T6 {6 6 6606(;606'!6V6*6z6#b6U/6K6Ty6JQS6AW68B6@x66T6Rϵ6H6PW6F6>=65c6=636/6&q6-6$6m6661>6N6,46#U6*6!6m6z6+~666V6>66y56i5C6636W6a55C5555صY5٢5׼u5(5*5154R55}5 555&5x5$6 6f6 6@5155Ľ56 +6t6 6|5;5,;5gN5n53s5-55 5ƺd5<5Ļ55۳5,5 5?5~n555W6N6D6Ll6B~G6;61u68ݿ6/6IB6@6G6=NL66s6-563m6*6(6W6&g66d6?6r 6 \6$F66!06LY6UQ6 R66 !6D!6:j6@ 67XP61 6'N6.6% 6=646960@6*e6"6'&66<6H6yP6G66B6 6S6 6Pf606^6 ^6656hg56d5;]5I@5k5 5$6G5n65\5:N5ܝQ5N5ׯ5$65p55e5N55`%5K5ϕ5 U555;555555C5u5$55ݿ5ОR55槠55A5"51-5Q5Ǔ5e55P55W5F5555$5do5 5B5.5V5=b=n=Q==>*= +=wH= J=ۓ=_= /4=k== bK===<_=0~=<x<4_=l<,<$ <<9t)q<6<+<3 <(i>55h5t51}5'r58E5.F"5p55$45r54?5# 4E4<4hi44ީB5 Ǧ5r554_4545@)$55.5G5<)I5*5 +51M5&5O5C1t5VA5JC575-75>535IO5GR5 55445 +5vE5#r5Pz5(5e55Z5UV5 EG4M444 g4#4]4\44H44U4Õ4Ժ434}4p444o4@44?4|F4$444K4o4p4544,4/_4Ϊ47G44X4f4T4n*444f54Q4߂4m4_444NK4t44J=4c4t444(484.X44r4ދ4A`4!4VT4)4Y4 B)44H4 ƀ42v4&,4;4/i4s,4 4#^4\334j,3B3tj33m3V4 $3%44P3q323l3['4D٥47+4Nc4@4+M4C43ѹ4'[4X$ +4I4bb4S45e5Xv5EKV595K5@5mV5_5t5fp5R5Fh5YV5L5.5$vI545* 5q5255 >5:5/G5@m55*(5%5 +{5*E5.5|5mr55t:5_5R5f5Ye5X5{|5:5!5lw5_*5s] 5e*I5F|.5:5LI#5@5/q;5$545))5R5Ej5W5Jɯ595.OL5>525L45 M53?4]4r44>555j5 r44Z5M4X4XL44u#4}4K4X4L4444瓱4ح4z44ʜ4W555)5I545 55#5oV5'555y5X5 +B[44.4k~4v4Э4S4֩4Ȓ!4/Z45h4)4܊4 s4Ll4f5y5uE555y5k 5+5pͰ5Ng5955[5l5vhd55{'5],5OU5b@5U +)5Cm57y5H,5;5g[5Y5l^5^d5L>5@Fe5QB<5Ds5n5s5g55S5"5>q555.55.55{t5D5#5q5cYR5vO5gĄ5U5Hy5Yy5LS5{l5k5^5o85]5O 5aZ5SwW5,5|5!}50]W5%_5W5 z5554fz5)$58MJ5,p5z5cM5!N554}5˹4H44؞4]4ݯ5 +L55 ]54444E=5<250H 5?53H5%!N55(=5ww5C56͘5FJ*595+1*5 4v5-5"55+5G5 44v54565 /53*545@45.444 (4!i4F444F44-44<4 4W4<4I44sP4b14{l4j(K4R4DC4Y4J 44q@44y4`4Q/94g4W44l4*4It424484544`44[{4!G4d44M4$4u4(0444n4]|4u4cn4I4;444{C4iQ4b4oX464)4<4/+44=4"e44Bw444HX4:44'ȸ4U4,b4 \s434 4y3Da33/34q44 4 ܢ3+33qh34N!4?wb4S14D414$'46a4)]4YQ4Iˬ4^z4N4;ER4-4?4144 X44`4Gm34~3n4!4'4$|44 +A34 W 444444=44444p4/4ɕ454-4(q4|44r4y44 44uW4;4zt4N4/4x4444m4m 44 4݉4Щ444\44J4w4494|4ɢ4ca4qr4x244J\4p444S4444Y0444d4244cޮ4SO4h4X4D60454Hj49à4m4\uI4r4`q4Lk4=m4P34@4("4_4,P4N4q34"4e4J4/m4"]424%<4/4 +4ˈ4 44v]4dy4zS4hY4S4D4Wh4G4}4kg44nkW4Z +4IӍ4\4LH454'48:M4*[47 4d4nw4d4:q4,4<4.4nU4/4!34 +;/r;%;9;-0;H;;#YH;;B;74;L2J;@);,";!;4;*.;;tz;|;:\:'::ܸ;!;^;;C;:; X;;V;I;`ݔ;S;=N;2=M;G$;;(;k;]Y;vߘ;h*;P';Dv5;Z|;M7~;';e;/;$;; +_; ;p?;8w4;,[;@0;4$;";;* ;N!:•:;::м: :':>$::t:v6:M::ͧ:=:\:#(:M::c:@{::u0:::$:c:7M: :j:Ng::;xg:g;&:b::v: :;u;qt;5; q::鱋;:":t:;_U;w;h;Qͻ;EB;Zb;L{;r;qP;Y;zM;bq;T~;jt;\1^;1;w;";r;:; +;];*C;aI;1;%;>; ;3;::}i::I:$:N:j:˄;D:;::W:Tu::;8;,;?;3;! ;;(,9;FJ;G;:_;Nw;AU;.}~;#+t;5(;); ;; -;"h; 0:X:x;E:A`;>;;<;;+:; +3;5:u:es:S:qV:U5`:F!:`B:Qh2:u:~/:_::l:\?,:x:g϶:8:+:B*:5&:::(R:T.:Mt:>:WŒ:H:17:$::Z:-l:s:l:0:,::s܁:]:::::կ:: u:8:aH:b:SL:m:]O:DB:6E:M:?S:yM:hh:4:sZ:WM:Hy:b:R.: 9:1:|99ۢ9Q9ƥ:n:0: :rQ:9: +2:H969&99Dž.9:9H999m9M9]9ܭ9¸99P9i:)?:#:1:$::]::j::uh:-%g:C7:5S: `:U:'!:9@d9:99)9J9A9X: 9G:kt:P99Ɲ9j9嘩::3:~:o:L::::C:bT:V:s:l:b:>:::~C::G:l:[H:v/:e:!:v:D:::oT:2:yd':ˣ:!\:G5: r:js:::y::K7:ZJ:7:g :]p::`::G-::B:::x::d::v:.u::S:O:fE:L4:=U:U>$:E:/:":7j:*X:^F:N:g:V :?:1j:Gi:8w:>: ::W:9:9!:$k:N:+l :X: \:e:::p:_:zV:hK:O̞:@`:Wi:Gb::q.!:Ҙ:y|:`B:O:g1:V:1:%:9B:+y:: R:::@@:1:F:80:$P:5:*U:Y;;#;K;/;a;;;&D;=;;¹H;G^;P;Fw;%;^;S;;V;2;s;dC;|(;l);;;l;_;e;t;X;|?;t;GE;;ȑ;2;;$;;q;rO;ڵ;;;;=;;L;;;,E;;C;;;0;;;;Q;>; I;;U ;Hzw;]9;OV;;;/d;B;51;eN;VRP;l ;\h;Hr;;;NQ;A;#;g;);ζ;8;T; ; +-u;/O};#9;5;)%;;ˇ;;];sծ;d};z;ju;U;G;[;M;;ql;W;xh6;b y;S);hFv;Yy;:;.S;?;3TE;"(; ;'q;Q;EV;8ϙ;J;={D;,=; ;0;$ɝ;V;a;f;ض;;A;;;똬;ט; ;9;Ѕ +;H=;+;ȱ8;(;և;;A:;;;0;n;hw;;h;Lj;q;VP;\;e;";絫;g';;${;;ޖ;?;;<a_;<;;L.;v;#;a;A;n;=;3; ;;;;o;˱;&;!;; A;1>;;~g;*;i;mȝ;^\;tf;d;;~;};o;ys;iw;T;n;O;BM`;U(;Fq;5n;) +;9;-;Z@7;Ko7;^n8;O;=;0~;A;4M;;;R;;,;s_;˜;x^^;p;|;:;;2;|#;M;Y;cI;T;\;h';Xvv;E;8a;I;;Ϳ;k%;[;o;_ ;L;>9;PV;B::&O;p:<:S:>?:ߘ:;:3; f:Ǖ: ::h:݅: :$:=:::::Z:j:u:^:=:::e:d:l]; z ;;;:X:::;9; #; ;>l;:;1::Ԉ:k:ڏ:t:77: :T::ూ:д<:r:::Ъ:Ƶ_::e:I\:\=::o:^XI:w2:eϻ:`:(::::m::t:Mͭ:>;:TÂ:E:0y:# ::5:(ub:[B :K?:bMs:Q:<8:-m:A:2:8:0::': :{:v:)::R:t:w:S:::):h~:W":o:\ل:Fh:8 +:L:<:u:bH:{|:hB:QϜ:A:Vr :F;F;i;!/;;:; |;;$; ;(;Τ;t;;F;:%:8:%:M:˕J::5:u:A:}:::Ԫz:: :*;+O;Ǡ;.f;";; +';#"; oQ;1;%u;4l;( ;Ķ;;D;MF;K:;s:hh:ܓ{::ທ:-,;:U;::䍮:ӏ6:j:8: :2':!: :(:y::%:: +>::a::T:}:^::mu::r%:[9:J:`>A:NC::w>&: :|\:d:S;):hhH:VW::r:.:::::y:Å~::,:(O:hh::p:|A:N::?::lxc:YQ:o:\):{::M:7:s:`":u*:b` 3I3;3Tm3E)3-H3 n36B3)3_3O3km3Z"M3@2'313J3;3zU3 ]23wz32232B3$3Wf3-k3 3 ~3<`3T3ߚ3w+3e733p3T3DW3^]53Mا33{mN33w3hՅ3W3szD3a]L353(3>z3003j`3`3"(3m3Gl38s3PM3@3*332H 3$Z22Ȏ2佂2R82;h2p2*\20=22]2)2鬑2[2223q2c22Or2t2aA2w2D222p;2f22l2O2l<2:x3293 3h2o\22H23O3z323 2N2)33H2q2222e922G 22qq2k22h2˰b222x2 393NR3S363~E3kVo3q3ul233-j33.Z3333v3Y3IW3c3Qq3:93+3B +C33G3lj~3Z3uْ3cGo3J3:3R3A3y35S33=353 +3C3+3'3C53=3@n3S3Hu3Y3\v3NJ3k3`3t3Z +#3I^3b +Z3P3D3}W333i3X 3qb3_E3ۼ33%3r3b23 J3%3,V3333%Q~33f3r3 M2n2wr2 2L52q2s2222'32222V2/2Ŧ39H3+"3@313=33#`3 Y3G]373N3=3)3K03/$3!d3|23 D3J\2B2*2D2|3N33l32-W2m222dT2R[2p2]޸2B&22_2Lt2<]2}+2iUf22u ~2V2F2a2O2$ʁ2l2-42ȧ2 2E22o26i~2'2?~e20Nc22U2"J?2\2nG2z.2d2T2l"2Z2w҄2d422"2n23212n26;2x!2HR282R2A^Q2*2}M2182#2[ 2J C2e2R29&2*H2A22NI11 1QV1q1ȫ11 1>21f2 o.1U1ȁ1g1b1j11M31n1^151C1.1)111ľ111 +1n1{L2|2n22 +{1131M1ܤx2>2%2#.2z11B11.11=n11p11w1p1s@]1$1c1<113}1n1q1j2922 a2R222]2U2v222̆2]2+22_n2ni2[2xC2dQ2I292Q272 +2m2T2ir2N?24X2L212o22 +2F222F2z2η2 2.H222g%22L2ԡ2fq22c2HU2.$2Ek2,122_2|^2\;h2B2)o2?ȓ2&2!~2 Z252 +5U1Li1kV1qo1%2ͦ2 2`211~m1稬111[1A1N1U1fO+111a1g1^1L1z1t 1]W1~1Y[)222x2xZ1㼾1Ă112T1j21@1L1~01110w1W81P1'1y$1U B1tE%1Ps11111oh1L{1j1H913E30[3xW3 3N\3c43 +3W3Ծ3Ҫ33y35353033_35 +33a3y3fi33ml3c3yX33w 3h3tG3$3z33\3澧3WP3>3o3$33c3ځ3R3v33d3dD33E3V33}333$3<33E353p3Dh3|3^I3y3T]3C3Z"3I343&e39H3+J3a:W3O3gP3UH3?330 3DB34E3:3 3{33LJ23{b2i3"33&6B332^3>23m23Zy$3r3_3I!a393Mɭ363x; 3d|3}S*3ai3KL3453H`Y313$ +z3Q3!33!t22c2{3Q3 -3O63 +2222׳l3~30S33訒3Ҳ3o334B3ٯ4iQ33ڎ3Ɏ33̺3S3M33S13J3:]3f3d33 3l3%3J33 34d3O40^3?3I+3ϝ 3- +3 4i3g4 23333S3!Y333O383@333333Ti3k3x33B3}pk3z3^y3vN3[c3E3/- 3B3,A3s83XA3oC3U3?3*63=3'_3C3332M12CE2v2C3M[3#33w2阘2OA2F23l43QH3h3N3:3$237#T3"3e03KM3aVJ3Gy34&3T31#333K32522F2M2¼3 2ϓ3 +0>2d-2~2/2Y22X22xT2Z2T2,22_2̍22ɘ22P22!2F2x2XX2t2UF2<-2# 29#2!2pe2Qå2l 2N;26c/2>y23:2l2ƚ2P\2Ó222we282@2c2H2r:2 222>2}2h2J2d2G 20s2_2,22`2C*2\߯2?2)22&22i122 F1(811w$1)1n21B2|e1:>1.1s.1c11K1U1#11e1C=1`V1?Y1:1|1v1|U61\%1;21Wc17lo212u:1O11w1+i111ݭ11o$1>11V 1k1dX1v1Vq1q1R13K1M1/31L1lA1H=1f 1IRw1+$1D1']2X72BX292t2Z2y29G2t2222N2U2pD2,2k2X\2l1%z1 21!s1`99999S9m 9Mq9y96999949p9_9b99Z 9JB9f49UiQ9:9,gV9D959s3C9`929l9O9?9Zs9Ic.959x9{9i919999P9P9Mz9A9f9W9l9r9@9x<29G9o9euK9S9p9^9!99Ǒ9b9|)9h9̴9sR$9899'9ͪ9S89p9e90{9#*g9: 9+g909 + 9D9=888M 8I8Û8Q88a<828869L8x8R8}8 8B9C]94b9L9= 9&99.9 x9V9Eǖ9`Z#9N +96M`9(6 9>,90j9 Oo999U_8xe888$99'9!99=(8^P9 V8+9ݰj9D9O9IN9 9N9'9p9}9eZ9;=9W9K1999Ɯ!9999E99~˹969d999/999M 99:s9:99x9(99@\: :\::f969ݹ9w9s999ū9Y?9$9l999̃e99l9åF9WP99D99j{9XK79t9a>9GKD97|9O +9?9m9ki9y9t?Z9X9GS9`9O69(5990uT9"L9A9`9N9 h(97N(9(9>ɤ9/19X99!v9},9e9~*9?9]y9iy9W&9q79^99!<999zv9f909nl9E959M{9<9'|F9T9-9 +9T9Bm9[- +9Ik93S9$99S9*.r88<88'88n8\888V8J7888yL8!18:8o8[8{8g'8J8:Ϟ8U7y8CK8/8s8&8/8`l8NBp8k8X^ 89838=8ôT8M8`8Iy8É88,8g8ի8s888*8n8808|8vI8bx88mJ8)8.8g88.8w8ъ8M8+<8<848&-\8!888 P8>#8.d8F=87*8!J8"c8(}P8C778%7O7( 7/7NI78}(787ҹ77778Pz8@8Z28Ho80C8"7888 S8cٮ8Q8n8Nw85ؔ8^82i88 ]7K8 +77o7{7ν|7O878&:77X777S8#y8ߟW885Q8ͧ8y8F8\9Hd898*8ޝ8}/8O>8ӣ8X8"8888b8m8=8+8.8Ÿ88q88<8ؽ9 99_9l8Ԉ8b88W99 9-%9 3^8(88x8O88x8G88y8}R8`8y8X818e858]=8u l8\8qy8jg8K8f8HW^8/88- 8Q8c8D8`8A)8*a88';8F87 +877ļ!7277J77 7U7Q7{y7778\'8>y8X&8< +;8%%88"q<8 )8UR88h38Q858މ8 z|8i8A767ԎZ7TV7)7777(7Z~7!>77X7{77EH7):: 9t:t::¢9=:9: s:M:%1: :O9,: :9ګ+9Ʌ`979л99u999~9֫9'9l9żZ9M99:)C:n:.Z : :z:`:bU::2p:$W:6:(:s: JS::W99W9ؖ9'x9 999:Cg9:G99<9}t9I99.99)J999s9ul9A9}x9H9 9a999n9TD9x99aP9O9i _9U9? +9/j9D_p9-9oU 9[9u9Y#9A9*o9?S9(.99v999S9S99S&9 9W9999C99L9r(69U9o9R9<]}9%999#F59l&9O9hRS9L969 939>B:;.I:,:> :01::H:" ^:!:B_:3:E~:5,:$|::':^0:w\9^: \B9k9@999: *:.: 49>p999i?9.>9Ä:H:8׼:K:;:*t::,:~/:M:=3:P:;6:*5::':: 9~: +09?9ޏ9I&9+V9KT:9":9.99 99Q9F+9B99/O9F9"9l99?%9ʒ9939@ 9{49E9w619d9ItJ9a9Fx=91^9s9.19q9]9C +9ZN9@/39+g39Z9(99ն9 9Iq9H99sG99o_-9q99k9`9>B9kM99g?9VU-9<9R 99s,9%99"d9W9O095_9Kf929 +9 9ک9 D99>98J9.8츟8 88H99!99h8u8ȧ8.k8ń8Q8Z +8v88%8m8E8i8 j8SG8J8{8#8eF828aq9M8 9 +|8p8w83G8AB8Q9 .89 +888g8QI8j88*8<8?8$8](x8z8Y 8S8x8Jm88u8Tە8q&S8Q~8M818Jy8.v888-88FJ8+ 8By8(-q87'8S.7h7䝾7ij7 7I757#712707ۈH7777%77T718?8%:t8<$8"j8Y`78 7 %87884+*8:8Ʉ7밭8Ͼ7bQ767/S7Έt77&77P7 +717M77D77~b277xY9O8988 8I8̎8-989M>88ȅ688828w8:8w88l(8Ld8hm8H 8'8s{8b88cFg8D!8^8@8888ٸp88݌8O +888u8Խ8﫯8ٺ8i?8_/8B8W88|88w)?8Zt8<8U&888.b8r88m>8Qz84JG8L80K@808Z8-~8[8 718IA7܆8)a8Z8%ޓ87 7׆7j7ly78A7f7S +7V 7j(7rO77l7=777587.7f7"7a8"88 >88f7<7m7P7ɧ882887废7*7-77z7a7z7k717[s7|M;7Ug7 a7277|7u[7QzK7o7Kd5*5555o554555$5J5#5555I5?5s55wBi5d5VG5h 5Yp5W5z5.5}{5k$5\5m5_r55-5Z55RA5#55 5a555G5*55O~505e5|55FA5p^5a_45r5ca5@5N505-5tr5ex5v5f 5IP5<5L5?4505%.525'f85N/5A45Q 5C55+5)l 57'5+=5j5@!5u5! 5485a4a5Q5955Z5 5z5 Sx55S& +5E5T:5GY*585,*5:p5.;5V5H,5W@5I5;5/d,5<50P;5!rq55"55 55 585#X5-5$.5u5_555%55Q5|5&5Bf55F5YO5z5Z55*P5555y5/5g5(5k 5wL5g5x=]5h~555=5"55x 5iU5y 5i35+5W5)5K55155555p_555q5 5;`5555ɂ5y5i5x5ha5[H5m55.5w@5g5vњ5f5X5J5YX5KoQ5=4505>51m5Y5K5ZZ5K5>RE51&5>O*515%$5F5%5>5l15]5s55%'5M5%u5#s55+5p5^ 5Y5K]5Yn5K5>518}5=x505X5J>m5WH5I$5<5/;5;5.?5%#55$5 7555bX5G5#5GO5"545 n5o5 z<5d4-k4"44ƽ4 [44t|4_4I4"44434Ϙ4`4u4¬S4444-4^4h04/4ދ4K4r4 4W4g4!440D4o444h444P43 4r4凶4M4Q44H444ƒ~4 +444P4 44K 44>4Tj4)u44x4 446G4%4qL4v&4svy4_/Q4Ns4aH4PQ4V4uv#44w4c 4Q4dy 4S4>֒40IT4@~ 414"44$4 4A4424Bm40b4![44]>44?Q4xX44y54e4SE4f=C4P4I4y4,@4uv4b4M4_U4J4@f4-l4=<4+& 44 4]4 P4:QL4(v847Z4%4 4 }444Q4Ñ44_4G424I4ƽ4X4杈4̨4X44\4R4Ŭ4O,44+`444$4ß44^4 I44KU4A444+44|4w44WQ4Ĭ494[*44r444d44˲B444|4q4444u`4T 4;44U44S4944]*4"4rI44n(4[~4G?4X.F4C424j/4}Kt4f(4T>4@4Pπ4=&/44W4"41It4 *G4P4nX4vV44.14T4+4w4 ޕ3n4 @34xQ4b4t^U4]p4M&494IBH4684o4Y4k;64Ux4El424A_4/,&4'4x4$c4(43434!k44H4,4I3'43F5+5O5B5ڂ5f5q5v5555%o5Jq5PI5sh55 505*`5.5C5ubZ5eSb5s25cQ5L5/'5555q05a_5o5_'5~&55k55d5'5n5v5555Y55>555f5Q|5}565yѦ5lL5\{5i85Y5ئ5vN`5?5rz5e5VB5b)]5R5V5GI5Tj5F5:,Z5-\N58g5+45Rh5D5P5A56<5)54{55'5!HK55^5d5 5X5'5 45Q5?5w5*5$454ن5MA5?g5J5<525%5/ll5"-b5G59/5D&55 5+5̭5($!5b$55 55 +_5ڣ4'4Rc455&5i|514X44c4d5g5/55G52S5-515M55)555N5505 05i?5nY5z5i5^35N5Y5JXL5u5e=5p5_5U5E5P5A555TG5v>56M5|`z55v35IJ5k5555o\5z5i5j 5Z5e.5U5J5r4N4/4dE4449b4*P4#T4444}4gW#4wv4as4R4?A4LY4:4pBP4Zi4i|4T4G444Ax4/^4@v4.E4;4*5d4444 #:47 +4%42E4!x4 B4S4m404Ţ3 33 3Ж3@3;Y+;F;@u;[; ;}0;E;8;Ӵn;;(; @;m;^;@<z?< <t< <;6< ;ȥ<Rm< 2"<<c<<;D<Z +;lW;;0;v;Ӽ;?];|;a;;;H;';ai;e;o;Ĵ";d4;;;;F;̣;;~;;;;j;.];;;ZY;;>;;;r;;s +;aI ;QH;a;Q=;7;s';;r|;a;Q;aZ;Q;;l;;T;;x;q;;q;;/3;;F ;-;;< ;;6Z;r-;@;qO;`;P;_x;Ow.;;o;0;m;^ ;M.;\n;L[;7vp;*1;9";,m;;; ;;;{N;.0;=M;/;!; ;#1;l;]:; H::5:9:샃:m; +C; +; S;:$:::޶;>;1Kq;@?;2R;$;;%j;`;A;37;A;3T;&r:;@J;& ;; W;;+;@::G::';|;;I;U:::Sv:g:r:R:ʅ:F:&:7 :::̄:': :*:r::O::::\ ::w6:d:z:an:Y::X::v_p:]:r:Z<:^:Sm:t::N::9:*:y::К:e[:Op::P:%E:1:::ss:oC:V:k:SK:L:: <:}!N:gJ:PA:c:La;Bn;4A;B=;4e;'H;T;'Ui;;B1;4$;Bd;3;&j;;&x;;r9;e;Uq;;:?:9T:L: ;:;;;:P:ژ::;A/?;2;@D;18;%;;$zl;U";>};0R;=/;-`;!;5;;^; :"; ::9:ds:{>:(U;Gh:w;Pl:06:߳:l:@:V:L::::*:1:P::l:!:&d:hs:-:n:::e:xe:$:t,:_:H':[K:E%: :o|:ci:j:W`:A:S:=:':y: ::B:::5::<:F^:::+::):@::f:{eI:b::OJ::?:K4[:6a:v:]}S:q:X:F:2e$:C:/0<<<G<l<;U;f ;,;<<<O<n ;?;;;; ;;kG;;J;o;F;;}e;;ڊ; ;;(n;= ;< a<7< -<x;s; ;:;丞< E<<;Jp;1;e;w;;9;ɵ;b;6;;0%;;;H;8;W;;v;;b;d;\;X5;Ɏ;!L;^+;˭;;];r;;;Y;Y;;?;r_;~;k՛;{:;i;Z„;J;XG;F;x ;g ;uċ;b)v;T*w;B;O;>?;;y;;8;Ԙ;Y;;;2;;";ܔ;w;z/K;;u ;pa;]Su;kw;Y";K;:;GS;7l;f;T2;a@;OE;C;2);>f;.l<|;UQ<y;;;qU;嘐;֚<';Wu;5;:;m;;ܨ;ͫ;;;1;Wk;C;(;};U ;܎;E;w;$;3;ʶ;;;!;R;_;;$;;қ&;; ;l#;^f;z;BN;;;+;3D;; ;N;y;;;-;;;5;";;p;_8;n;E;;Y[;;|;o +;}%;i; ;j;{;d;w^;d;q ;]y;\;J;WJ;Eh;:+{;*`;5;&<;Q;@;LkT;;;1 ;"@p;,;;ſ;~;=;x7;j;X;e<^;R_;;qGV;~;ji-;^9;LC;X̏;Gs{;GK;7;A*;2/ +;(2;-;#;g;<;-Y!;7;(;:;+n;k; ;9;*r;6`;&;;0;; 3;2;#z ;/c; T;v1;;; ;[:#:::N&:U:::8b:U:5::_;:N8:s: ;+d;;'k;b;;=; %:6;#;m; );0; C:H@;::v:R?:$ :]:S:F :en:i:h:c :n:\::~::_:3::m::T|:9:W:1::u:Dk:Sr::zl:$D:u1,:l:TcO:fŦ:P:>Ւ:+:{:::'/:a:K:\l:FR:6:#i:1\::z::::Ϫ:ohw::i:]:: :m:}P:d:vΰ:^:Wr:A:R:=:. +:2:)):$:MN:8x:H:3N:%:1:!j:p;c;2;G; Jd;:3G:H:;m;,_;;;{:y::::C:Iu:Ń:I::::::g:::R:A2:::e; ;2; Z:&:eZ:T: :;|3:S;::ޒ::؈z::u:2D:q::7:ZY: :::h:=:p?::IY::"k:t:<::,:p:X:jG:SoC::}_z:}M:v":d:Mc:^*:G:C?:/s:>_:*:^: :R: K':9x:&:4 }:!::fI:::X>:oJ:d:h:W:B:R :<:z;@:b:s +:Z:Lg:7F:E:1-:/2:D:*J:\: 99: 9+Y:%*:$: >::9S:(94P34e:33933Z3׈;394p3g4sJ3!32B2262232 3E2 +2222a3Nt363J333!333 3Fu303C q3,33 =(33t2+2".22ح22ԅ2U2I2S29}242h2 c222=H3+3y3333h3 3/3X338=33{3>33f33sB3'33r3W3n3Sat3973*v3I 33iK 3O3d3Jɗ3t3 3s33K3p33,3 ;33ϛ3 33D3o3}3W:3{3dj3vg3_3F~3Z3B33qC3q3~f3k 3V/$3=63Qk393?13)+3;U3%,3e33K9337y3"?333I322C3 282禖2Z2k22%2729D2A2œ2Œ2 2,2R2(2p2\F3/3W3+3p3 2@@3J23(3z3$Et33'2W2L222 2 2a22232h2@728`2r2225e22%2G2 22ߟ2ʤ2u 2U 2pf2P;22[2D2&Q2k42L%2fB2G2822422 +/B1'?21q20R2 +2- 221d2 J12^A2X282}2aj2CTG2\2>2m2wG22r2W,Q2:2RJ26Q2)+2/2%Q2́1d11 &1ӝ2!2 q2Z21<1vN1h1]1̿111yP1Gi1IM11zC1Q!1^}11N11t!11m%1Z~G191U141H&11+1eT1OF10*1JB1+L1O01 011J11R1 +p1gx1g1aͫ11f11&1-1[@1{1V1D1&11?T1"1 20*V1 T01:1*15(1101ɹ0ڏ}2u2l232g2Mr&22 2H2-ѡ2f2a[2}[2\O2Cߣ2)2?&2%zz22ҟ2> 21䤈1TF1T1Z2R1p21Q1O1q1ӿ1?2wS2VO2qZw2Q2:z2!_25ي2PT2koK2LX2e92G_21F2MK2,2V2 S1u21h1B@1Ђ11A2C|1q2̦1ݤ1À1u1=11-11<1h1u1PSt1ny1J11<1Z11h %1Eg1a31?J101w1+L1D0:`0B001'1 $J1"L1 0Q000'1311_1z1[{a1:D1U[ 14N1g1s11m +1OU1/1Ik1*111 150(0; 0y0v10H1I0C0$0p0̃+0u3,Q393ƻW33 3\ 3.33J +3k3i3%33333s3f~3}8 3a73L?35f3G31*3w[b3[3q3V&3C:3,f3>3(3ji3333X3W633x3 3303W3.3{3r3unv3k:3Q3e3LS39T3$35?3 x3`)&3G-3Zq3B303_e3,3N3 xF3 t33 +N522ۏ2 2:3v3313/222΀2˲22&22!2v2~22z2D2jF22P2}2t92~92m83{3Tt3 z22:2ƀ2#2\3 +'W2326T2c2E*2г*2<2 2A$2{2=2{2g 2a2aX622F22\2{E2[6L2t2U)323$'3w3; 33o33h3%3X3 +3}3~13b3wG3\^|3TG33),L39"3$Xz3/333%33n3 3.|833 _22J3 /]232۶2222C!2ł2Y'2U2\22922>2J22'e2~s22 2n2O3x2geX2IS22x2Tv2zm2`2C2ZJu2=2 d2*2I}202= 222V2ܞ2Kf2 f2{22n22>s2,2s 272k$2S28>2M222 2d +2~-2]2Gfs2-SJ2APY2(+2_2BF2Z 42==2(G2me2#/2 I2T`28D2Nǭ23\(2S2 272p1ê1׮11711c111b11؁1XA111v1U2IA2.2CJ2)V22PK2{1Yf2>l2% 29 2 gk21/2 +%1$'1hV111?1$1"b1_1j111͸1111119S1fM1d1_1C1%31=1 *1B#1Y0s1wݙ1R[18O112Ӣ1I+1 0d1ʒ00;000K10ݬ00F0i00030ÿ1p1Ls1i}01Fm1-s1I1(.1(+1b1@k1[w1:1#1 11j0a>0 k0匿0r0uv00=00060v00^0y*00232l2.Ê2Z"2{1621hX2)n22$21֍1ڸ1H71(w1dz1O1K11111z11(1r11,1M1@h1~1k11c22 +U2^2$11ͷ11fM2N2211p141n1"1w1mu1A>11iX1\1z1U1V1.111r1N1j41H 1T14Ń1Nc11/!11/1201G&1)1Aw1$71y^0 +u1 +z0(0ـy00t0_0S0 +%00vl0˓0 00 00n&0~0e1; 115~1p1Y0v101/11)1n0K_0Ӣ}00~0P0v00 070]Y0f0V)008000xU0N>0o0GP::M=:8N:JJr:5:%$%:-:":P:GH:26:DZU:0): :L:q: :9):M9f9э +9X9ͧm9q99999 9X99xW:@:-PP:>!:*{:|: +L:;:*::+:'<:7D:$5p::D::V99t9]9Ԝ9|`9W9,94999[9999R999{9999cH9} 9^9D989PP9$@9x19Z9s9Vg]9GN9/9D9,999'99@Q9(ţ9<9%>49 9XM9v8c9/9m99@9n9Rm9j=9N&9!9jG999e9J9`9E98ݦ9"7959y9 8R9 F8B91|9_)9-&9r98[ 9*8:4!:!V:0:jo:;:X: 9 :-:^:*f:O: +|9Uq:9&9h9G!9Q9m99r9O{9#99#M99’949999':&:7:#c: g:J9G:9D: :o:: ~9Z9ya99i9ӓ99X999S9C99999ns9Ky99w9u9{9y^99t%9\|79AP9WG9=99o~99j9R99{ 9Nc9569*{99&Q99d888w9"9_9 9 (8E88a8ә99e;9~|9_!9I91V9E9-<9xF9ZT9r9U9@_9(i9;9$9D9~9ݔ982u8±8Z899=9O8J88<8>8N8%8P88Ȗn8V88>8Ë88e#8Q8W8e8(8088b8h85@8b}8HF8,8C8(8#8]O8zټ8X8?*8$n8;`8!L8(8+08?!8 8j8888p8 8ʃK8(e8'8Kd8u8 8t88S8o8O|86 8&m82C8:s8j8J_8d 8D8.+8J8*48y87Sp8L77F{77;<78 7H8 +z77и77@7Q/77z7 +727j7E7d47A* 7_H7E7k7~7]7;ś7W77 J8M7RI8777 777.87ܿ77 7:7 +^7l777xD7*7qxJ7R72;v7L)7,7R +7j77dn7F׶7(b7A7$!8Ů8T888(8!8~Y8|U8883c88&8uU8\8o8_A'8@,8YE88c+88|88eA8y8^t8z8XT8JE8-8DK8)%88um8P7ԩ8?8%8:8 8 7|8 7;777O7L7777U77O7K7g777K7?7:7^q7M7Xk7<37=77997t7x%7R97q7LB72F7p7,t7 M7a/7(7777s7Mj7S7s77$|7ˤ7 7G77}w37j7FJ7d7@;7'R7 ͯ7#3~7 ^7\7;V7V75 7 7E7gU7Fp:E:`:(:9~9b919ԯ:#:":9099ς99&"9c99<93b9l969!99\v99999'9'#9y.;: g9:999śC9؀79l:9_:^K9˾9^99H99I99V999sd99m>9|99o9g9x9fR9{9`9m49P9g]9K97FZ9 ߂92 9$<9a[9F9\D=9Ag9.L99*59I9 +J8i9 s8E8Z81w8rQ8j989K88Z'8o8ƶ8^9V99<ű9Q$97 +9%9A+9!o9 9KL9249Fn9.s9Li9 O9M978~ +8n8\88A8;8K8Ӭ8(R8F8[E8P8S888999?9k,9=#9 H9,9_A9Y9999E9[9EF9y99?99&9wt9Z$9p"9T99cj959b9jS9N9c>9H9ᄬ99ڴQ9Ä9&x9l99t9ۆ9)9999k9#99r93 9y9v9r9]I9B#9Vy9=~y9*9l919d9PYj97j9I92 o9@9)y9;]9$t9796<9h8N 959 t91 9e9 89~+888ƿA8ݓ|8888X84|8ֈ8:8В8CY8x?8?8j8j9+{9B9&I9r9bQ89Y89!9;f99 8/8ڏ48?A8H58у8(8ė8,7888dY8"8º8ֻ8D8C8<8k|8{8p8s>8(8 808\8sPJ8Rۛ8m+8M8E8!!8j8*8=8g-q8Gq8a8Ac85b89808,8qO79877)8,7e8(8'7x8K7*777ԅE8!8}p8`8u8Z8=.`8TS87Zp8OP8o?88hI8N82b8Ib8-C8"A8 L8C8B7G +704776A8898|"8C7 g7R7(7H777H7I7&7v7W7n7I)7707R7*7gԕ7<7a):7Pܵ70C7J7*767|6|7Da7&17>G 7 n7 (a67w6777^777YO7yȟ7Sl7$7=7ű7#d7r/a7M&7j7F78773w7X7r6(W6B6u7-ZD7T7(766˂66>58 8b8}8[D"8BY8(&08=B8#m8u 8T8n8Na87>882r8787]8 y7?77}7π7@8^7s8}77ɍ77}7k8g8HqH8`ւ8B8-we8u8'8{8YԞ8<8S/86+8"D8 ;88+28_T757G7M7c47\77h777KZ7FH7P7*7777'7!7\77c޷7@7\X7:77{r7h7t7U~74M7O7/7#:J7 o776FE66+56h77S76Q6h696|y6`O77l?787e$7H7)R7A7$m 7c7]7|"7Um7;~775QJ7`76$7 +6|6q666s767v69666̱69m_9_9@959OR9>s9((9D9l:9ZE8C89C88-819,9hY9 58"9 +88$8A88/88ª88< +868K688͊80/8S8{8E8<8~$~8sť8f 8?885 +8X{I8I8*8l8858i8S8m8S8>&8*1'888(88`887h7n,8t8W8Q8Y{8&8*Z88[88vb8f8Hm8T0858-8ť8^$8:89=8~8887R?88=w8un7m7ޅ`7ن7H78:8#8*88l7 977N77B7177T:7777յ7;77 .777ʺ7p7'e77+ 7dݗ7l%\7Rt7N*7:8F8W77ڀ87A7a7 I7(77M77/7_7Fd7gj7l7 +7777S77777~q7o[7ļ7xM7aS7S67|~c7tM7TIn7Na7k7a7G)7@\7672@7 p7Z7-pX7(5777V/7L78715A7Aw77 B7)x"7!g7"7 477 ҏ7]7 7 7fi7q7&7#7y*7V7rM7c-7P%7eo7T7E 79-7E76U7-b 7"I7[w7G7?70f76U\7'|17#x7-7)737 7hY77 77n7-67#7/77&x7"7 77 M7G7G676d6T67 777j6j66ɯ6&M66-6?6f6;6o:6U6ר6ѧ7h7$-7j727A7/77g7,77X7r7nMI7P47T7N7<7_JD7Bǰ7JF727,t<77 b7b78'7%7(7"77 7 7f7r7V.7U7>7>d7+&7,I#7m7=7,&7*d77[L7:x7a7o777x7H 7666726$666Ä66N6)7 Q7<7N>6)S66妵6*6޷[76H86٢6L696-6ݎ6(6O66 666q6‘e66Ζ6 +6>6Qr6C66p6 a6ҡ6O66ז7666Ε/6z6٧6Р62C66ȁ6 b6¶~6ɘ6c666 +66 b6f6:66v67M666W6ǿ6r7Ӝ77J7766G67(6666Y*6S6636X66^6S656@66_66Ӽ6(6696B@6?666^:6ޙ6E6d6 ^6rq66Ԭ>6b86{6_6g;6«66ʐ6:D66f66b6\6wo66"06Q6s6I6vd6B6E66K66Y6J6#466;66s6uZ6ӻ66pU66<66f6YM66ʮ6o66 6m)6ۭ6966m6T6-6>6 6"G6A666B666Z6ǯ666y6̾66d666Y6 666s8666U6A6y6֞6c69K6ۺ66`6c77 G7M77 $7R66^66g36۬6>6m66s67PE7/6 +6>566%6K6C66h6a6U6u6ۻ6ԋ6$B66R6 +6̟66Үc6666ãf6(6|+6*6|6%66A6͢66īB6663I66z6U66 +6K6+6{6646}656+666-{6@G6זq6d6͠:6Y6,6%6W6š63v6Ө6f6ʟ6I&66o6B6ƶ6{66n6?666%066J6̀6u6S]66\6p6W66F66666E 6u666(E6E6G6626966X6Oe6]66*6636@6?6^616;6656m66!6866q6#v6666w6x696¾6666Z26z6166'606P666U6z6 66u6J6-6W6+6Z6ZV666c6Hs6%646n6~66')66 6666'66<6!B6|6~H66666ك6*s666O6MB6&m66u6 6u6 66*666Z6"6b6L6686L<6J6\D66164=6C6=k69G66B66'6hk6ti6yj6uC6|(6xe6q,6md6#y66~6y66z_6tH6o6s6o 6h6dU6j=6d66_6Z6S66666B%6c66A6|6)T6!62.66 r66t66m666&6K366K6'6666P6D66ʰ66e66 +N6H6$6P666_6%6X666,6 6F6l6z6'6)6|6t6<66h6606F6O6zS{6d66}6}16u666=6۵6a66O6 6f6?66Z666 66xg6xך6o66xۤ6xs6oW6oe6go6g +6^r6'6H6c46~Z6 6w*6vbF6n(6|6t6rI6jk6l6dʓ6cEA6[ 6o&6f16e`6]/6^F6U86U!6MrS6\L6T26SO6L6Lo6E6Dq<6<66i666/6A6| +6 6V?6:66y6~6w6sg6m66~6{h6tuY6w6p<6mj6fMb6p6j;l6f6`096cj6\6Y6R6t|6n6j 6dk6h=6b<6^6X|6_6Z/6Up6P.6TO6NK6J̴6EO6\6VV6RƁ6L6OU6I6F6@SP6I"6CC6?[6:P6=R67TJ64T6.D6hԳ6aa]6_!O6W6YN6Rj6Pp6Ip6Up6Nf6L:D6E{6G6@A6> 67c6J 6C{#6B36:6<646336,669>626146*{w6+6$۷6#̠6+6C 6<6:63666/{S6-}6'161K6+<6(6"6%+#66686(6"{6 d66 +c6m6vp6Py66 =6g6 6 6)%663@>>>6N>&<> >->$Ȟ>>p>> m==]>Y>==>>A> >>=e=4===徚=!=} =}=f=^= =ᛏ=X=a=[=ӡ={==a=s=.=g= .= m==H-= K=˸=3=a=E=,=+y=O=O===sQ=#!=!=""==Ō=2=ٴ===J=K=D=====v=``=#=uM=?p===NU=D ===[h===:=h===_==a=^h=W=Uci=Z +=WG=RM/=O=OEi=MR=Gۭ=EѶ=JN=G=CL=@=|n=u=p?=ju=o!s=h=e-=_P=e.=`=\f=W=\R=W%=S{=O;>=b=]: =Z6=U=Vq=Q=O=J,=Rw=M=Km=G +=IUA=Dɽ=C=>V=S*=P@=L7i=Hӟ=L#=H[=Eph=A9=E=B +=>\=; =>=;=8L=5$=Dz=@=>tG=:5===8R=7=3|=8=5/M=2V=/z=1y=. =,$'=(1==H=޳=yή=wd=m!=o=f!=zы=p=r#=hc=h#=_)=`#>=Xi=c9=[3=]=U=Sx=L=Ng=G=W^=P#=R =Kw%=J=C=EM*=??r=i=`=`H=Y=Y=R=Sc+=L=Y`+=S"=R=L=M>F=G\,=GJ =Bxs=L=FN4=G=A{v=@6#=:=<=6=B#==D=Ba==X=;=9' =8,=2=1=6@=5=0Ɇ=/_C=@x=>=:$=8k==f\=<=-&=~z=[==`=4= = R= = 1=_==>2=W===&== = += += w== =>=i=G<=6={<<<φ<ɀ<<<E<6*g6@p67O6;62r6.6%6)6!66K6M6]F66EK666U6bY66] 666.6z!66{ j6~6t4q6p6fkW6i6_6w\d6m06p +&6f6c06Y^6\T96R26l6OZ686~v6|6r6t6j6U6vF@6w6n6l6c%N6d6[oL6h6^6a:6WM6Ui6L {6NuD6ES6Y6P(6RN6IR6G{ +6>6@ 676\[6RZ6V +6Ls6H56?w6C{69ә6O6FQ6IT6@ 6=6467"6.\66Lu6-_60܊6(#.6$x6H66o6+\6"6%6e6@6f6oC6 6B66965bl5/5/5zK5vu545:5n5*5\5Vw55*355G5c6-f6&/m6%666 6J6 6$6U\66"Z66 +.6 6w6'6 +c6 +eR6|6\55|5363555y5v555}6V6 H6<6559}5-$515%ډ5B565:b5.i5* +}55"5f5fU5X^5\5Nk5Jk5=5Av55)55Q5D<5G5;-58RI5,&5/d-5$4515&"5)}5ni5*E5ɾ55 +5!s?55m55 5y5 45\5m5r515$5;I5L5um55#55x5wB5h5jH5\5s[~5dT5g#5Yl5W85J&5L\75?5[=5N45O5CK5Aa5557C5,L5yg5k85k5^H5]5Po5QsC5E55^z15Qb5Q`5E^5E5:5:(P5/85Do585905.of5-5"5#ݥ5X5.5$5$δ5555x55=5154Z5(5&<552&55*75 5! 55j5 W75 X5Ӎ55c]5 +}5i4M4 +44kP5>D4Ci4i44r4Օ,4ثO48565=5E565'4>4?B45&4,544|4R44&y424U4ݎ44̽44294/4D44s44 44D4%===\== M=%= =u]== B=s= P"=$==>cu;峂;՛;Q/;;K;Ϡ;9><:hy;c;T;;;+1;t;<;';;f;;A;-;);; +; ;;Q;_;;&?;N;;ñ;c;;Ln;k;؍;U;+;;;;;;Af;+<6<<[L<4p<6'#<,a<< <1r<3e:<)D<(5< < <<+"<j9<5*r<3<*<@<7<6_r<-*<-<$ۼ<$=;e;VI;;;\N;D;;u;xQ;i-s;;|q;~x;nS;kX;\:#;^;Pg};e-;V;Y@;J;G;: ;<;/:;M´;?=;B;5m;2;&A;)7;;pE;a_;b;TT;R ;D;FT;9y;Uv;G;Hr;;;:;.h;/];#[;7;+;- ;!<;j;z;6; ;"3;9;;; L;*;N:6O[66w06u36$6|6s06q6l6j6a86_6h{6f6]6\6z6w6oW6l6t?6q6i6f6dh6a46YŲ6WOk6_%6\|6T6Qp6V6U;I6Lv6K + 6S6Q{6Ib]6G6B?6A'68{676?)6= 6664<6Oor6M 6Ef6C6Jp6G6@6=6;69n62A60!66g64Y6-6++C6nJ6jC6cp6_o6f6b6\"R6X-<6Xo6Up_6N6KE6Q6M6G 6D6^\6Y6T6O6U?6Pro6K96F76IF6E6@16<*6Ax6<67636DU6AeR6:67к6>H6:n6461616.6(q6%6+^6( 6"6M66m626-~6)d6.ʍ6*6%ߨ6!|6$6 6i6}6>6d6w636/6.S16&6%a6,6+6#S6"7<6|696h6mF6L6p6>6qM6)&6' g6 [ +6Q6$6"Kn66I66566 p676w6 A6 6 6 j6@6=6 6 b6c6 5r5h55r55055+z66]6E566l5%n5 55*5z515c5&5=15nG6L6[60666ڳ66T66 n6(G66 6k6 +5^66L6 6g6 6 J6606v6Q555:55,5505d55 5Z-5S565'b5⼎5M5d{5#5٧55̭J55:5.55t555٘555ʎ.53z5650~5*5I5|6KQ6Fl6AG6=6*6.6)6& 6!PI66Q616-6([H6+O6&I6# +6,6$64666>6v66 u6&]6!-666p66@6%6pc6d6 fD6 6 B6 n66O6W66 o66 +{6136k 566~o5M55M55J"56 g6*6Lf66*676 ~66n96 =66Ҵ6 655]6 6gB6555595%V5s5855@y5\@5ډ556l5J55l5~5<5I55ϟ5 5ٌ5Y5"5ʉY5ƈ5{R5՛55IG5x55d5j5;5@5E55FO5F5<55=665W5058:5~55H5{555'5ٖ5!K5 515#5V5ˆ55p5-5̷5Ӕ5ư55ʦ 5I5}550 5[}5J&55̟U54535<55U5 5y5R5r5G5V5555p^5^5>55555^5L5P55J53w5505d5}V5fk5K55E5{5955O5\5+5{5 5 +5_555E55>x5 555 5^5G5H5p5I55|5u5i:555vO55J59s5*5t525yQ5qu5f@5ms5b5Zc5PU5{Ķ5o5h5]5c5X~5R5H 05W45Lls5F5w58v52Կ5)55ٖ555my5ٽ]5}P5 5lW5eM5{59555Qg55K5ә5 55*5́*5ë 5&F5Z55@5g 55Z5Y555/5=:5dM5|55V}5_5h555Z5"55q5Y5-5p 5555f5056&59555x5b55g5Y5Ƞ25Ċ5m-55DF5 5j95&5ȡ5555\55W5r515l5,5-555555vJ5j_555G5 55555j55`J5\5u05-5dU5|l5r*5}|5r5g5]a56V5<5}w5r`5|d5q5g5]B5g5]C5S5JB^5S5Jq5A58;5z5r5}χ5z5=/5:(5w5s(5m c5i5](5Z'K5f5bj5V5SK55{u5n<5j15v75qJ5e@5[5^5Z5Ow5F5Q) 5H5==555N% +5K?5?5=-]5H45D}5:#52%525/}5%{5B5(MB5 h5w55<654P5*X5"ӗ5,5$l 5o55`55 +5@5 D5>4Xp4L5f65\5Rs5I:5SQ5I5@N#575?P$56R5-<5%E5.5&5*25 5@58&5/Vf5'IU5/5'55O55R55 S5}5 v5|45#55 5.;5y5D5ܔ4J4DT4M4N4h44ܭ44Ԋ54N4Ю4އ4d4T4Ӭ4=c44Ǻ4!44ܛ4b4V4F{5D5@55?B5v,5 55555{h5pt5z 5nN5ei5Zo5N5b5w5lU5t5iqA5aNy5V5c5Y5P̳5F5N5E&5=54f5fٮ5\_5S:,5I@5RAm5H}5@.57)5@S57!5/5'r>5/G5&25G5۟5?55'5.x5&5-A5$?5 \5L55A355 lB5k55m4/\5^e5S5LlJ5B5IH5?595/5;52`5+5#2B5)J5!'505Nf56)d5- 5'&z5T5$M55X5[5 5E5 55 J5X44t5h5F555 5Y54\54&4릴4ߡ44B4O4464*44і4+w4&4@404q'4a44j4h4k44t53555 15Ѥ5 5-45i4O4}444U4ո45 "4!4&W4J4d4๩4z44Z4<4w44۲4_4rQ4h44W!48h44/G4qV4at4E4K-44 $4'47464^4`44(14m4<4l4eq46444:4v!4i4xra4k4]E4Q 4Ci4G]4J4J4144l4u4d4H|44}44=44 +4 4V4.4[4444G4I_44y4k4xr4k4^ԙ4RYZ4q44ym4k4y54l2P4^Q4R#4^J4Rb4E4:4F{M4;hO40*4&:4_-4Rŧ4F4;c4F4;d41$~4''40s4&44ǫ4F43E4 ;l4Z<:N<2*<<|Jbp;|;;zr;c;}G;n;dt;5;Km;x ;h;s;w;u(;i;rT;gr;Y8;On;\(;Q;Eע;;;;;;Ш;o;xo;m;¤;v;z2;5;;C6;{];o:b;z;nC;b;q;Wt;c;Xm;LB;B;w;k=;^e\;TC;`#;U;J3;@ +;H*;>H);3;*Ē;5b;,RP;!b;;KwT;AZ;6;-R;8Y;.d;% ;;#g;;; +;; ;:<F;0V; \;㤃;;0*;6 +;Gc;ھL;Х;ȡ|;a?;PQ;g;Dq;;;̹;F;;v;;;L;;;U;>;; ;;U; ;{;;k;ڕ;P;>H;#;;x6;;8;dI;;{m;n;l;\;K; +;;;xԬ;lO;zt;m;c%;X;b2s;Vg;L;BU!;;s_;;';;U;G;{;60;";;:;;};t;h\;;;;z;cO;u ;l;`rW;p +;d;[p;P;XU;L;Eq?;:u;wU;j1H;`E;T;^;R;J#;?%6;K;Af;8J;.t;7C:;-DQ;%|B;;G;=m;5.;+p;3h;)2;"3l;7;$ +~;;-<; m;; +;pm:z;{C;oV;cG;Xg;ca;X;MN;Ch;Mp;C;9 ;/;9\;/;&Ϣ;u;MW;CE;9.;/;9M ;/y;&\;oy;'{;;s;;;};:;&"L;;f; Ϟ;d,; P;G:;]:::h::p%:n@:;::ҋ:2:u:Vc::::n:C:T#:q::::R%;&k;;K; ;3; ;c:,;:0::v:::׿v:˶K;:a=:y:'2:<:0: ::Er:: +:ds:::7::ל::Dx:]:A:T::l=:x::=^:j:=:H(:dc:}::*:;V::A::r:~:%f:~x :n:a 3:orK:aj:S\:F͜55ܰQ5o5~5'X555tr5Ͳ55f>55n5O5-535.55*585,5C55W535A5B5G5,5\55;5~55 5`5VX545a5@5*U5c5&5X5Z55Pw55aq5?55A55}_y5zG5l5 5v@5r5e 5i|5]<5Y5N15~}5l5d5Ø5S5@?5r;5vݦ5*5i5(t5r5u85gB5e"5YJa5xE5j5in5\c5]h5Q+`5PJ5D5[" 5O5M`)5A5Cr58di57Y5,35p^5cJ\5`sF5Tu5W5K[5H 5=K5Q5FA5C3T58G5;G5155.5$5@)55v535)v5+>5!~5G55'_55L555 z5 +\55l5{55u5zI15m5hƣ5\Y5o5cf5^05R5X5M5H:5=5aq5U 5Q5F`5J5?55<(52#5Be586w545*/5.t5%5!qn55M)5C0x5=54859,j5/f5*5!/5/5&/5!55p5*55 5&\55r5D5 5 +o5 q5&5 ?5544444Y55C5+5(?5_5"P5T55<5.55r55 {-5#5\4c55>5>Z4>5l44444[4嘁4s4444F5T[444e4l4wG44Θ 447[4(4È4344u4>4Ӱ'4DŽ4dž404=44444y +44Q44;4=h455EF5959V5.O5/P5$V5$r55-׋5#5"x5X[5155X 5555 555R5[45a54Ap4`444452 +5U5 5544j4N5VG4+R4%4箋4j4c44 4x44h443,4#m44<4=4i84m4a4hO4 4v4ޯ484t=4ͩ4Ӊ44s44;J4ӌ4)D4ݘ4Sb4{4|4t4844dD4"*4E444w44%44m44b4O4m4-4v]44484E44nW444?]4 +4M4W4c4C4]/4s64o4#4ۆ4v=4v$4e4eh4V54uJ74e4c4T 4Uh4G54FZ484G44ӷ41Q474 4J4 44+U414F4!n44 4r4m44B4z4%d4M*4r)4Pz4z4H444Z4{f4w4h>4q434"44 444}4TR4.4o4qV4w4h4b4T4 +4sz4n 4_;4cY4U{v4Q54C4Z& 4L4Gv4:4?43u\4/'4#444)4X4nH4q4a4_64P4k4\64YP=4KX4Nc4@!4>'41C4S 4E4C/46247ɚ4+T4)P4n644*[4()4%44454vq44G4:47i4+4.=4#]{4 f4ۙ4'4 4p4|4+4 )4o34=4\4 44?3y133c4 3R3ӿ3!33ϙ}3]3z5=5 %5t-5V5m4d44D444'4Ӧ444Q44R444ٕ4ͱ4ԡ244X44Ɣ444Ќ4=h4N4D4,Q4͋;4€44:444!4d4!444R444O4s4G44:44do444y44~4r4d4o4a4W+4KM$44444`l44 +$4 44$4թ484Ex4C484~;4o4϶4 4Q44A4y4q4ctw4x34jw4ac4Td#4\ o4Nv4G4;^4,)4uM4k4]ޮ4g4Yk4P4D4T4H,4?jM44!d444 43|P4U4>4wP4i4uz4ge4\w'4O4]4Qfl4Fw 4;(X4Ey4:#40g4&/D4Zm4M4C484A464-u4#4/[4%4zI4Ce4f4.4 +4;404&4gg4CY4$S4_4 34XC4 4d313.3>3u3P3,4 ;4O33?3=L3`3633ڋ.3Px33Z3<333B14+4!k444443j4 o4&w3$333㿚3b3{4!3ϯ3I33@3݊f383ſ3ձ3g3>3{3٧33I3'3N3v3Y3u3co3z37Q333$3L3|3#33%3uK#3:g33 3 333/3s3ɭ3t3e.3V3d3V3H3;m4j4\S4U|4H?4Nվ4B4`3'?3a3J`33 3n3h32333>3 +3w3ga3|)73kF3_383Pc'3[3M23Bv+35`353q3c3Tʍ3a*3R3F393G3:3/3#[3.X3"3e3D3D373-$3!{3+dO33E3 C3 3 h$3p232^2必23ro3b}3W3IW:3S13D{3;3.غ3?ac32h3)3}3&:3m33^37Yf3*23"D3*3L33 3e33u2.~2a2R22۷%2 =3;3 +3213O23Z2D2k2b2yR22C2œw2r222b2ϤG2Ö22y2%2 22Q2g2322:2a2 2l<;z<2'<0<'<)E;έq;̉;; l;R;a$;;Ŝ8;;J;D;;;+;w;;-;˕;Ɨ;;;;T;&; ;;;";&L;9|;r;P;3;$;;*x;;; ;8G;;p;;M;~q;|+;l{;o;x;u;g0;jC;\w;Z;L;^1;ݚ;͚;;8;8k;I;{;8;;Q;;8;;;Z;!b;A;Wm;e{;i;H;;J; Y;7;E;;;&;~?:;p2;;|;`;~;Y; ;;P ;";P;}u;p ;x@;jr;cw +;Wl^;];xr;q;d};jV;]v;X ;KE;];Q;KN;?;FF%;; ;5;+;,;; +;{O;;qZ;l;_1;v`;hO;c;VA?;["J;N;JD;>^;c!;Vk;R2;F};I;= ;:;/;B;7;3M;(;,{;!a;;@(;Qk;E;@1K;5;:2;/Hy;+1;! /;0L;&J?;!c;u;[;;;W;%;^;h;;i; ?;Y:.a; +R;4:6:A:::2: ;Uq;f;u;ے;3;i;i;t;;f;c;qm;r;dk;b;U;tp~;er;e*.;VP;V +;I;I";<;V;Hw;H";;E;<;07;/;$f;op;a.';^;Qs;Sj;Fԥ;Ey;9[;Or;C]S;@;5E;7;,/;*W;;:}];.c;-;"@;#;t;S;2;!PH;5[;<; 1/; ;|;a[:^;<>l;0E;0E;$o;$5;_;:;:::<;2h!;';%,;|;;;;ͷ;;/A;O; :p:`::a::I:C::::q+:ȋ: J: ::B:::l:\P:f:~9::![:mM:9y:r^:]:D:=::!:c:x#:h:~I:mV:d:U:_:Q:G:;:Ԑ:A:>::/:Vl:!:My:3S:: :::::}P:j:ɘ:Y:&::::yY::|:nr:`5 :lU:^3:Rs:Ef:F:~m:oM:a5:o-:a\`:T:Gp:T :G':;:/:;d:/:$7:ĥ:S:FH:;dS:/=:::/:$e::$:: : ::9!9:j:vUV:j4p:[:g.:X͟:N+:A):P:C:9h:-:7:,:"=:`:Kf:>:5:* Y:2{H:'J:):א:!5*:ہ::: :699:#:g:~:]::99?99{g9ߝO9j9@9$-9ý9p97-9{9W\9'9ܛ9e9wk9{9S9`9T99T999h:Td::Yn:::::x:6::=:Ya:|{:n:t:l :\:7::}?:ld:s:cB:\~:N":e:U:N:A/a:G::J:4:(?:r1:c:Z*:L9:T :G:?{:2X:D:7[:/z:$r:+;: z:U:*::f:. :'_y:g:"_::G:?: : 8:9+:69E99ٽ:TE:Fj:@(:3I:8:,&:':Z:.K:":::e: 2: "9: :::cu: 3:9"&9J:9T79e9"9p9VX9͍9G: :+9T9S9J99n99^9h9k9a99&a9i9d959!39 9\9Ј96/9/99v9'9d99_k949J9uW:{:TD: P:|: 99-9o999F9˶9˗909999ْ9p9@9~9F9I9h9O9,*9 999-9A9+}9969>9 *99u9G9d99j799qQ\9@9pq%9`S9Q999B9n=9}"9lX9]b9N9_9P|9B95>9B +y941b9(+9?9A9Fk999i99Nt9h9B9#9y9h9u9d9X]9H9c9|;9p9_39jޟ9Z'9OW9A9T9E0u9;t9-979*9!9u89[9L%9@px92g9=W909%99'99y 9"9R9$889#9e99`9 Uv9ҍ8^8c8)8=8O8Q8`8ƌ8aF85F255u5~5t35ct5mz5])555we5͡5pY5f)5Vۉ5`5P5S5D45MC5?+565)HF51o5$'5G׋59(5A54+5,NU55'.5f5y5i)5rH5a5YG5JBe5R/5C,5j5Zm5c +L5S5K5=G5E5575<5.5665)95"535}5x50`35#5*5a$55 95i55dž5[5T5 754P5)455;55t5444 44w4ׅ4``4Č44'4S'4t44ŷ\4L444414 5 +k5J54q4u4 +445G4444j4"4M4B4Y44]44i44344g4444ř44d455[x5L5S-5E5>51Sq58>5+1_5L~}5>25E457=5165%W5+ 5"5$z5i5$5I5 5u545ni5lK55 5544p4<5=ɗ50F565*K5$45&w5]5F5/l5#t05(c55&z5 |A555J-55һ44ߟ4ȹ4o4_5n4f4@44#4iN444J44d44ϝ4t^4R 44YT40144{g4444|4XN4;4"444@4444$4W4H=4T4~f4{4t4O44ɲo4ae444 4s444t4474S44%G44Ȓ44^I4n4kb4v4b4HX4 +x44wR4m4Y4c 4Ps4t4Ȓ4 4k44xP4\4qBZ44g4Ie4$4E4ia4xNx4b4by4N14\ 4Hi4;4*46F4%G4Uc<4BV4Nȫ4303l3A33j33H33P=3տ3533I333233%33O+33y3vM33n?!4zR4e4q4]t4Q4?4Jt484i+4Up4`4M4C!42(4;t4+4.~44(4x4#4]4 3q4"r4b4q4uZ43I43GY4X +f4Ex4O4>44͔4%m4-S4'4Gs0464?_ +4/2M4&4oH4 0L4G4n4 44\3Rc3j3 3ٵ4 34 4h"33I3(33+39n3ׯ33h3Y33h3͊3݂3Ȑ3Y3/t3T33333:3 +33<3fG3wt3]33Ɗ3"33nY3V3eR3N4b3SP33p3:33K3!3]3S3I333_ 3Lm3._3 33vJ3 3l3]P3F83T3?D3|3c~3r3Z3L 373D30qL5!v5k555 5+5-4N55 ӫ5 g{5r5B4{4444`4玆4Z4Y44&i4gC4~4͂V4Ӣ4Z4{4`D44|54oG5444}!4 54U44DE4 4G4b-4kQ4P44<4e44[4?4]4 4N?4U44Y4-44Y4,44$444444w4_4$~4 4ޡ44"4H74}4u#>44mT4w4c?4Z4H b4P4?4lJ4Y_Q4a4O4G47S4>ލ4/14j4s4 4 4}4i4q4_ p44y4i4mS4fX74Th 4[4J84W}4FA4Msm4=462u4'>4-4|74C444:4+B4%xG4{4l244s4744á4T4T44++4 ?4X4V{4]G4m4D4#44Z4_444f4ۉ454z,444q4424m4r//4`E4s4=4,4UI4#4Dk4n4,E42n4J4494}4~j4(4o<4 +4v4{ 4h"4dՖ4S*4W]4G4l.4[vO4^4Nw4Kq=444Tm4(@44 k4n4 4243$3b33 3:33D33~33ե34 3Gv3a33t34W4 m4=u44r3e3 3V4 P 36G4M3B3}3[3:3V3!3 r3M313Z3c:3x^3 O3·3{3aU33%3U3B33383a|333B3-3w 3@o323HQ3r3^3m^3{cf3c%3i#3Q3_3IK;3<@3)`K34r3"v3V3@v3L383-m3Z3& U33y33/3}l3pL3Y*v3e{83Om 3[&3qЕ3~3fk;3Z3EH3P\33Ԁ3K33u|33`.3 3S3} +333,3Y33p83zL3ch3$39 3_3U3333c3G33q3T3533;3 3}333u3l3W3`3L 3~A3h 3ox3Z؅3S3@3Gu35Ѣ3q23[S3e[3P3F)333<3*h3ZE3F3O'3;33{3"j3*P(3(3"F3V3hV3 G3222ᛲ3 3k3 W2:232֟2⪚23D?32 39B3(|3!k3&33 +dg3/N!3>3%k3O3w-33g62;3$292S2 222a2i2є2g2262*2ף2|2n;1`;ж ;;2:;“;;;V;ӣ;/;b;4+;\;n;G;e;RK;;;~;T;;;;j;;h;xs;);{>;;t];;;ڣ;B; ;;;6; ;5;ĉ;m;X;; ;<; (;;;,2;;dM;l<;w|];e;/;;R;yKW;n;\;gr;Uz;w-;dGM;o;]'k;R2;A;K ;;A;h:;V";ac;P @;F;6v;?;0~0;2;#*;,Ι;;; ;l;v;';;"9;8; ;S;֟:S;Z +;Iz;S`?;C&;9;+?;3;%o;L*%;<;E;6_;-;;';x;?;;; fx;[:::ꔀ;;L; ;:::9:~:g;I;>;;L;=;;;8';+;';;D;-;!;;z@;޶;p;zN;hk_;^;N ;WA;F̷;q;_x;h;W;O$;?<#;G{n;8;+|;b;Ng;H(;;qt;yAq;h;;D;m;wU!;osk;]';e;U;_];OR;W;;F;?b`;1';8h};*k;M;>;E;7Q;0s;#;)~;;>@;/;7J;);!j;F;8;<;0;";*e;F;*; +Y;; ~;):;:N:դ:l::ˍ :KS:-x:7:n:::N:\;#s;;&;0&; +:;:;; +F;;;;:t:@:Bv::J::A:-:F:D::ؽ::Ϧ`:0:_:$[:>:H::$:::S:::x:f:::ˤ:;:I:K:HZ:AD:Wc::A:::!":|:::~ :: :t:~&:l1:ݗ:ʍ:֨::g:y: :',:RR:t: :u::\W:2:p::7:AF:Ǒ:}J:e^:t:]k:6:^:ZO:{o:l[L:U:ds:NU:kL(:TK:dX:N:@!2:-,::7:':]:G:V4L:A_<:4U:":_:.g:>:l: :: Y9h99y9:7:5Y: 9}99Ҕ9\9:OD:;:H/P:5t:(:M:#~::A$:.:;:($:H:$:: ?:'9h: 9 79۴9y9i9`9e59U9799 9B9Ƌ9m>:::A:=: :::*:MU: V:Z:v:^:VR:N::L:rC::i}:[ґ:G:TJ:@1 :w\:aS!:m:X6:L@:8:Dr:1J::h:::> :{G::q:V: +:lH:3:~:gH:t6:^s:eK:Pc:[:G:< :+A:5 :$C :S]:?:J[:7:.N::&K:&:40:":-?:n::G>: ƒ9:'C:: :n*:.9}:fq9G99r9_A9͖69O9s9{b9̥9܈9r999O9D9:C9r:: ::999@r9y 9y::: 9@9u99n999|9Y99R9f9w999E9 9999V9;~];lu;sY;bm;[;K.;Rd];CE;i;X;];N;I;:E;?;1,;= ;/,m;4`;'";!;];pb;;, ; ';$;n;'H;.; A<;;T&;E:;;IR;;;7Z;)y;.;!};?;26+;6~ ;);%;3;c;f;;;P; +e;1::;P?:;j ;;S:ˋ:N:F:P:Z; +e:K;E:f::v::ì:<:3:C:e::Ŝ:3%:Ӧ:ƽn:::z:0:o9:Z+: +U:::ٜ:B:-:::::4:2::c:e::ڲ::WY:{ :'::: :<&::^:ˤ:b:: +[:3::s2:::::|z:g:o:[a;,; ;#;;+; +u; F;;QF;G;M;<;:e: +:;_::z:C:ۢ:c:Ё:`:@::ul:w_:#:I:D:7q; +C;oL;:-:cm:4v::УV:z::7f::Ӻ::ƕ$:s:C:<:":(::õ:L::Z:l::=:;:8:rC::::O0:t':z::W:G:I:>::::%:\:x%::w +:Ƌ:j=:cV:Pޕ:W:Evc:r+:^:eBt:R":LZ :;:@:0::kJ:Mu:^:ST:j:p:]t7:_:u:z&:f:b':P:T:Dk:Xe:Fw:Kl:;:6R:' j:,::?:0rX:4d:%:!n:V: `: :m:~::u;9:i:U,:_{:K:7>:j!4:u :_J:U :B|:LI;:: :A:0U6:9.:(E:::: +@:1>:!.}:)p::;:|: 39S:iw:Ur:^O%:K+:BF:1c:9:)1:S:A?S:IF:7a:0: u:'s:&':!^::$: !:[09(K9{9}:l:P: \/9s99d9}99r:`99u99.w9&9̿b99x9#L99ϓ99ث9@99999ya99z`99p^9>9i9999n49e<9uk9\99Y9aQ9*)9r9999[9.9q9ߨ9l9999#*9o9Ǻ9y$9jԲ9R8E9_59H9/9n9{ɶ9b9U9? 9K96d:?:.~0:5:%h:q:V:]: :+K::"::j::<9!:9J9099ڽw99 999ض9_9n9@g9n9|9L:92: 'd:wr:&?:9颛9<9Z:p9;9)9>9[9>9RB9g996_9X9(299y9`9M9999ȕ9Q}9O9L999(u9Ar99d9Q9(69|9M999q9l9o9{|9c~j9o΢9W9d+9M09B9.(98@9%EA9X=9B9M2O9859/o9p9&J9UX9G9.9^9x9n9W9a9K99kp9tT9]-9T9@19Hq959B)9/w!97R9%?9Ҕ9 9B:99.99$e9A9 [~8V9:28&33o{U33h83U3>\3O7-383{3a 73s63Y3H323B|3-73)A36!3$33 2A?3Q2 3<3 33222M23l83R3d^3L.3<30~3(3*W353 3AF3/2t2@2 j2q2G3 fA2`3U2L2[22Ӯ22ϐ22.~2 e2b22o2p>22232!J22%22T2va2WG2n2P^[2;U2"25v2b2g/2I{2_2CM2/2 2* 222_2;2292wy22os2ʹ2V[22C2 n2gz202_2X2<2Qj26~2$n2 252 +(2Jo202C/2*J2i2Y223M383F31E3$Dr3N63V3 03?K3+Oo383%3x3*3SF3<3;2y2 22l}22L2dQ2!22b2H2O292u2-o3133+33 #2#3g2U3$P3o33 `Q3U^22p22΃2LJ2gG22F2A2,2u2,2529222ɠ2r2=2`:2J22iv2vs2X2mA2P2el2 2a2{2e2I'S2]I2A +2<2$Θ26U22t81"2 +w1w2/H2{2)p2:21R21߹B22rz22i2UA22:2Me24e262aE2uT2Xs~2E2-W2>62&Ȁ2#}o2+2}22 l1X1ץ 1A1b22Q2z11b11ݺ1=2 z12o1U1ґ1111_2I121LA1B"111X111{1Ȏ1cGH1A}1[Ӳ1;11y1n1pd1T:14ڬ1Mp1.7111d1l111W1T[1Z21)1|11O1 1l1 11h\1yH1`z1F1(1?1#1}1Y&]1u=1Q19!1`12 +1@1$CQ1 $11`0껊0ʼn001r1о1=0%00)0m000&0o00g40@20^09I_0eR0 060x0W@020OC0,1)0[1 +6B0t0M0|00hT1d;0p10s00 0#0F00o00gCV0G0%0@n0:0k0^d00V09V0j02v40b11rX1G1j1t1c1 1?111|1e]11V1:-1wڧ1l1JP1dc1C-1,lt1Q1&Pi1 L1\G 1<9/1T_15sE1 ]n1811HU1j1Y11ti11n11f%1J1A1111]Q1xS1UZ1L1.<1E-|1(p}10]1u01=1"2k16+1 f1 +!0ꋹ10J0B0ѭ0^0i00+\0"n00~00PS000|v0a0a!0wx0N0nŒ0Gw0+0LP0%T0c0e0?0]G408P000/,0$0%0400Q0~0M0u>0L0q000U0k+0m0b-0Tk01O(0L 0*0#/`0 w./Q0E0#0=rK0E0I/0/3333@2n222e3 ^232@222տ22>2h22@2K22I%222@222j2v#22lX2!2222̢2{2ÿ"2D2骉2C#22\2a2[2E2x2 +2mq22@22bx2uNW2Y1D222*22 y2z22'e222 `2 Y2}K1F1e1,22"I22\1$1\N1511(11*1|1=&1L11/11 1T1v161to11iWz2 +X12;1Փ1ؘ11Lw11lC1h11TE1Oq111q^1H'1z1x111^1t&1T411"1J1}1hȎ1J81]B1Ay1{<11R1XV1n1MK{1em1Eto1S1-l1}1vL1\s1=1TF416l1/191)*%1}00,X0\01" 1 +1M100ά0a01d1l1J1ci1K1/91C21(;1{ 1Y1qk1P1;Ȋ1!q:141ڤ1%1C1,_0Xz0r0jN0j0&1 +`$0w1{00fL00E000I00[0=0Z.0zo0QY0d0;0C20q0p0I0gM>0A060} 0/0/(/τ/R/b0(10 G0!w0cK//n//.060='00~D0^5h0: 60Um02V00s*00j+0L0+50D0$J0?00%/,/&/%//0L/x0 /z/%!/X//`1gI1H1]s|1?1,1vx1%]Y1C1S17o1Jg1/z1U1B&191pz0V0ٝ00Тe0gy0p0*0W00A000p40w0Va0׿1Al1't181 KR10|1 +{01011(U1 1V0,000N0k0 N00}00800090 0~0˷00t00jJ0>'0`ǡ0M0W0<0f05|0;0uI0O0kM0F0.S0c0'0 Z0i//ϰ//p//z//p/ͦ/E/P//[//z0a 0>g0X07t0!|00z00O00q0G0)0/0b/lg/+/T/////`//U/҃//ZP/՝/b//r99r999t9{979#939>99S99A9M9M9z9]9rF9V9C9,:9=9'49k89O9cD9I>979!9199999ge959wO99o89II9\9h`9D9Y9g9{T9_*9[[9Bx9T9<{9+m9*9&5i99MC95G9F^9/Щ9 9 ;9*/9ے9>9sB9.98eM8X8&8Ɣ98{9 +8(8,B88"k8888C888l?{8&8dY88m)8&88~H8];8v4l8U9\l8ꡑ98ɶ8 8"88F8O8ۨ8<8cq8Ս8%8y2838#8! 898m8nU8OW8f>8H=u8k8288wI<8^(8A$68Vz8;X9A9I{99<'9r9W9jI9P9"9}9q9sq9aQ9Hk9Yg9AMo9?9)kK98g9#99)97G8!W91$9F9+J99 L898{9s9k.9}9ax29Qb99P9H929r9Y'9iRm9Pk9A~9+99z9$9$ͤ9&99 9! 8㳜8z8,99v9Y9=8:8w8<8P8I;8̩8{8Z%8#8B888;E8+8Jr888R88ݨ8"8o 8C8fHt8P84R8H8.X&8h&8^Z8u`48V08AE8(8:8"\B8ȰF8888e8z88*88b8Ǵ88;w8{8 8q#8m*8N58d8F8383!8-818[Z8?8SQ888&[8Yo8 n8 98LC808Eۇ8+h888'78?8%898 58<7s18 +77☼7ŒP7ux777g677O7,7g7͈7\77,i77g83Bn8R8-87%87b8Z7m8'8!08"2U8 57kW77ƛ7Я7%O777777z727rC7 +77ͨ7G7/7j3t77b7t7OB7l 7H7n7/_7g7)}277/7dt7A7\Cf7:7$s7 +ؾ7ac7_6^6K6(6k6C66F6 86\66;m6 +66h6;6u~7U +174m7Nr7.737V76Ì7F7(I7?7#%7f68s7 66B66666m$66dG6Z6666$b6Z66R8N8B88r7Z\7h7ṅ78(A7K8 k7]}7@7YI7 7q7q7d7fN777Y7vh7R-7Ab7v7477n<7JG7e57Cb87~;87q7 777Y77R7C7Ҧ7877&7F77A77z'H7]/7<7Uu757h7p77h?7MF7/ga7EG7(z79T772ߙ77*6 776V7,N77&]W7 56666!686Ԋ66x.6uMI6I6l6BO6n6616qU6cN6:=6Y627 07 7d7 6(l66̱69֧9 |?91*988Z889 7U8j9 +8828T68$8Q8| 8w83E8c8u878o:8y%8B88#8 R8il8z~8y8o 8]j8R828׹88 8ͻ8[g8r8g8S8988888`{8848&8^8c,8s&>8X8C`88v^8g}>8M8[i8B8rA8V^8h=8MA8=N8&8488].8C8S?8;(+8,388$88.7id8 {7c|7 7 27(7968n7PR77ߝt7̤{77l78I81 8?t8)t8x8 +b58 8t8698!};8-a8 18k78=8g7K73777 77N7=77WU7”7cp7Ô7E77 7[7 +7ʙ7f7"17 x7t7=7777V77;7t7M77D7_e7{97V7>7"6787g7q7Ov7h7F71'77)77 777;777a7yݦ7֟7b7m7I7A7o77f27_RK7?67Vqp78><7$7 R727D7N70<7E7)7R7и7#^6P7 +A6螭7<6N 6u?6U6h6R66b6676V6C6+66H6W6zk)6NuC616p6*>6 A76p\6F@6g.U6>6" 66b56e6 66<66q6X66ثO6n&6֭6;6,Z6u66k6\66K%6Tv6/6j5R6-5兞6K@6'06Cy6 T6H566f57277W7B7"7\7uʠ7S7C7777M7k37J7a7B7=r7#~F76LU7:37 6=7{6t7.7Q7'fR77f66 e67yZ7y+$7~7nn7Wl7:=7N72~7$p7c7z7Xٸ7E7*7<7#7 M7 +I)77B6m6&6\657w(6'7 6h6066e66y6`6[66V6bg6F6X[6K6V6y6: 6y`6P+C6o6G6;=6646=55|{55ԭ6-s6 6&6 /5F5c55y6b6 6DZ66fx6AL6\M69G66|66r6T63S6M76.6 R56^6 6Q5ۈj5>5ף5r6Dk5t>6,5/5&5p5ԋB5p4̷4'4H4t"4r'4ap4c94S&4u4d4eG4UL4T4E24F484Q;4Av4D +M45434&4(49474*W4+4?44N4O4b4V74Gm4G49ɾ494,p4,ә4 494,T4,Ea4 ^4 u4c4-4 +4 '~4144g4 +x(4 |3]4g334 +4l4333ֿ3OC3ݷc3t4!4Y4C4!4Y3334j3t3>353gW3՛3j`3B33ZO3>3333@34333G33l3#3V33ej3ڥ3H3Õ333R333=3<33433>3G3=33q033 3Zg33h3z:3Ny3B33Z3}3i[3k3X44 44 `4 +44w{3340F333x83363)33Z3݀&3ܪ33mX3_3E3 *3˞^33~3Z3Kr3wb3k3r3}L3և&3T3įl3lj3w333R33n3.-3S$333|3E33.33R3zY3z3|3r33T3t&3x>3f3b3R[3H33333L3|H33v3=33>33m3m3<3[1.33m$O3m3[q3Z3I)3J<43:7>3[n3J3Jd3: +3:ɐ3,.3,%3]3~(3k3i}3X3Z?3Iy3G38ß3U 3E3Bܿ34b363)3&C3A3:3+3*-3|3MU3 3;!313""33332,2)2߱3M$3h333 3v3}43g:3$u3C33r3m3Y3^m3K 3a3N ;3T 3A3;3+G303!3F35ׁ3:s3*m3%3T3t3 k3v13b3fc$3Sy3O*3>3B431`3V/3E3Go$37:34;3%3(.w38\3.i3x3" +3<3332hB33 +=3 G 3Je2r252eH2D33 33\323242ۧ3 ^23H2A2M2Ι%2`2]2 22222Qm2U222/?2]C22022;22j2+2kw2q2-2`2e2>2P2]2d22s2(h2*H2T2{2t2d2|22*2tO2}J2d\2t222t$2m U2VHW2]t*2HK393*3+P3w33/@3m33J3335032\'22c9342828[2޸2ۮ2ȱ$2˿h23[222ϡF2@22f92) 2F3A22o2x2L2id2g2i~2|2Ϝc2 2j22^2d2A\222?2\2 .2{2Z22a22u2$2D2I2w22w{2b2%22222B{26t2}2r2222212nV2r/2\2{1=2c{2i"2Tk2N32:2@6J2. +2Xh2Dj2H26W2212!2%221t2u2vN2a92_D2K2M)2;2b2O2Og2=42= 2,l 2-0 2u29b2(2*d2os22 +2 <20i2W22 2121!11n33t3333'3|]43j33u̡3n3]3df3TT3N]-3?3o3^3Y3J +3N3?q3;x~3-ŵ3E+H3632/3%/3)3L313 s3V+3G3A33g39{3,3&3;3,43 3Yf3rc3U3 +3>n2f3 @33ղ3p53 22rS2L3Y22C22U222S62̇31W3$, +3 333 h3 233322f2*2Eo2G^3c22녜2tr2>2˴,2Ȣ2Y26,2ު2rj22222:2춋2E2]2ĐK2ʵ2j2c22~22@22^2J92:2#2+2 2S2n222^H2t*20272we02dl2l2ZC2Rʃ2Bh=3 V24n2%2?2l22 h222C2J22H2|2 \242S72 U20222QA2`25Q222ζ2> 2<22}r2pm2^2G2C\2M22 n22yS2g]2|2jc2[.2K2Y2It2;p2-T2u>2cpd2V;I2FE]2R}c2B27i[2)2: 2,k2 22l2 :2 g12Pw222v.2Z2m +2c2R8l2j2X>2M&2>WW2Hp29+2/2"o2[2J2B&237Y2;2,2%W2v2*2,2.2 +W2201&1-24#2&]22l222 42P1o21̀1OA14(1r1|01gM1ң21111ޢF1$1W1u11`1am1&1 11y1%12.2 2qa2i22 c2`22\,2$g2_02[2̑2p2lDs2YL"2#P2v12sv2_ܛ2a2Nҫ2MT2<.2]~2J2G27j2:32*2(SV2\2z2g2a2OOe2T 2C)2>2/2I/29U2312%32*222 %232%7 2!j2N2!2 ~2+N102Y322 +1\k11ߔQ11C2=S2-'2,R2+29O2ry2"22`2!2 s221:o11ة211C41 +1ڊ1ƹ1ǀ11i21:[1:1:11Py111 L1W1P1k1A1Í151p1 %11Z11!H116111.11 111)1t1111kD1p1[1W1Do22v2 $2lG21&H1K1A1K1 1ب1x1ѥ1?11131Ѽ1ɡ11Qa1r1!1;z1J +1\_1q1Hm1 11yb1h1py1S1B1)1߼11+11+112=1sV1_x1oh,1\1MZ1<1HH1x$1j}=1Wda1dN1Q1Eě151J191-11y1*X1N1S1u1D1*1i11Z1yƁ1q1\1|N1gk1\ڭ1JJ1T)1Bm_19H1*B1d1Q21JI19+A1?Q1.p1)q1121#f111Y1101@Pf10g1&v11!`1MU1 1s:1b1!0c001020Z0G10=00b0䈱0Ѧ0H0C0H0:000N0Uy00&::z:::-::y:~:>::z:R:b:V:C:v:E:}:y:(: :~$::m@:9:"::r:p|=:^m:`:OY: +::ʁ:::e::u:::?Q:t:u'!:c:c:R:t":b1:c@:RY:Qyk:AWA:Bw:3:S:CG:C`:4:4:':'fg::jn1:XY:[j:J:Gt:7':;M*:,Vy:Mg:=:?:1 :/:!':#H :;:)M::4:::E:$9:79:\Y: +u(9[9_9a9H92:2:%:&=d::/@: x: :C:d::X:<>:99A9 :N(99M9U99w999ߦ9Y9W:99Q9>939:sx:b m:`4:P+:Q:BU:A :3:N:@8:>H0:0:2:%vF:#::4:'5:&:qb:a:v::W::S: Q5::992a9<:.=L:!:xB:C:XU: s\: ~9O:n::c9+J9999D:np9 +9쩡997919ʭ9n9949Ĭ 9Q95w9D99I:M99)999Сl9e9a9B9u9==9W9@9H 99~9O9]99-9=9C9`:9)9%9Q9o|9I9db9p9~99!9jI9u9XY999#99~99g9s9p9p9uj9yx9v9c99~`V9|i9h9ij9V9Vc9Dd9fh9T9R9A.9CQ93929$ k9'9ٿ9U9m999R99;S9SX9i9X9099-99>99O99w9}Z99n0#9X9U9*9{9u79^9e9Qk999p99DD9K9-99~9r9 v9'I9z9U9t99xp9c9!9k9p9[k9VF9C9HZ96U#9_ˬ9L9P-A9>/9:9*'49-_9K9f/9P9XB 9D-g9=>"9+%91G9!9J(98 9>9,9' +B9o949 +99 ɼ99^8G88 8"988}`8N88'888{58t88ni88|8L~8-888z*8j8o48YmZ8W88x88L8+8I>8888 8828z8{%y8d8a8s +8w8a+8]8Ill8L8:/8c8OM8Q|8>DF8<8+C78-C+8:99R99X9й9999ak9 999څ9* 9s9999^99998999%999t 9zz9hH9a*9QW9 999¤999vz59dƱ99mN9dc9Sq:9\i9L6q9Cm959m9[R59T-9D>9J;9;͋95x9(Ds9=na9/V9(ow99"Sq9{L9=q9x9 n9r[|9mߟ9[ݺ9_%9N'9J9;}9V{9F^9A929769)U9%"919>90*a9-]9?9"Y99D9D9:x9 9 #9988Y8̱9-V9 9S99W)9 98w9 +w9{8k8Y8(L8y8҉8P8 88q8е8֤W8%8Qv8gu8F88)8488N8819J09;92ٗ9%9.0W9!+9_99x9 9 +C99I88 8j9hw9 +qA9t89$%88K8iU88.8̗y88Px8Z8888@88u8!8A8i888388U8W88858|u8Q8X8`888J88u@g88yu8i8WP8fRf8U 8Fy87a8ە8ʮ8s8p8Q88u78888\878q88G,8kd80q87_88,8N8z"68o18] 8wc8d8YG8H8R8B8X89'Y8*?8Ċ8p8bړ8R/Q8^8Mj8Ag828D\8598)88'8&888=8.<8$18&8!88 M8X887o7x7՜77=7)9 J8J{868]808P +8 X88288(8 8d-8M8g;8`86p848*t8$8$8>D8}8pD8z8Jb888.8w^8sZ8_888r88\888~Z8 +8 8'^8oI8w>8cP78\`8Jj8/8o}8jm8V8[N8J8E848Qh8@C8:Ǖ8+o80Zz8"@M8j:8x8s8{8y8dmS8e<8Q8Q)8>8be)8O8M8<"8=e8-8+s88>8. 8.28b8-88Ô88l8r8848n7pX7$7}888)fT8% 8F8χ8 8 7T888777a7ߧ 7(8ͻ77ꂌ7rD7o7ƌe7F7C7ҝ7z{7qe77 7I7m@7f8f8T8K8;8CEg838-8383 N8%3V8=888 l8hC7`#8%z8A8x8c8 G87r+7#8#7n7-7MX7\777/8 ?a77죅7ݝ7k70p7ǂ7N77S7 7N7x77d7G77}7K7}7w75P7y77{y7f 7>7rbU7g7T7^7KH7C73ul7277w57cu7p>7\L7Q4;7?.7UQ7D877n7(p73L7%7777JK7:+7/D7"7*V7d77 7U7 ?76jL76*<6V6}*22{I`22mG2as2IC2Tv2>܃2x2_2j!2R!2H24)h2=RF2)24=2!&P2*2w21J2+1 2!@2 2n2G2}K1侚11 2\ +C2F2Ny2:22I22'Q|2C2Ao 2.[24@2#)22 22 ]2@52#2;1.611?1}p1.[111;1Ԡ 1ʠ1֫1=11∿1ș1֭15M1?d1C1*!1W151'11n1_11߉1C1q_1q1$11e>1S18F@1HD1/^1w81Yi1j 1NI1>1&151q%1hx1 11<11|11>1nYf16151w11~{1`1oX#1T1^k1C71R`19D1+41i81"11F*1/21;1%G11511 +2(2j?2`/22 X1)2%012[{2? 2111 }1Ɏ1B1 ?1'*1t15V1R1c1N1Dg1v1Ⱥ11ߓ11P1L16111j 1n51ͪy11H11311;11 111B1:1x)111/1r41{#1ak1G(1(1#1nxy1h1Q1V1At141}F1J1m1a1Gh1Sg1;1ys1^1i1P1F;710<191%5101(1&a1.1 0T1N0+1h1 +1 1T0,.0؝x0w0̮1Y;1BCI1J"14'1-tI11!$11;{1(Q1-1:1Ù11 4$01 010?0٪M0d0_00L50׾0N0U!00ֶ0 0,1 m~1 G1Ǟ1]0(R0.P00ƺ1c01 +AN00B000u0400?90200a)0|Q0XAY00߻0\0<0r*60O[0h{0HZ-1`N0a00ٮ000P0o00~0`0Ęv0wN04+0ߞ0&0v0B00x 0_0Az0WX+0;lG00nb03c0e0P06D0I020@'0#M0900 /At09J/r +0200,0ۡ0/,V0/s/υ/M/s/0Z0d0\k0fW0o0xD1111V1u1h11vX1`q111xx1x&1a1a{1MD1s1[>1_1I1F$121661$~1K181:1((1'1 11 +1wO~1a61_1K:1Lă1:"419 1(h1Ho16ƞ13^1#!1&K1ԅ1m1a*1)1181 b1 n0=0p0n1 +\.0=00f0~0 0!70_1 D11eu11+0 0V%0ٷ1*00+00g0Jx0΍0ھ0Ҥ0S0ģ00GU0'0M0s000]00K000cJ00R0҆f0H040j0 +00E0o0U0<0V0Z0 00"000|d0x00 0xY0]K00s0z%0z0p0p0jF1N1^1 ί1$1|00킄0ّ0t0w+0v00h00000P0̕0ǐR0g!0ȕ0׎0_0UC0=0r0x0#'0C01_00~0~00} +0R0 +0U00&0000yg0g?k0x=0g0W 0I-0 00v0flY0sW0e}0Y<0Nz0XC0K0=U03h0Az09d.0+0%o0S0HR0O00000s#0$0y20p:0d10m0cԍ0[30UH0x.^0n0j2(0c0hq0dm0`30__0]r0Yڦ0Q0PM0X0ZR0Q0Ul0Z@0Q0FS0@ +0Kh0G0<@0:03o|0/0!!020-.0-&0!Q0 4^0F\u0GQ 0;*0=0Jr0O0B0H40/020"0&07F0>C0+01bE0E90y0m>0z0oF0`xR0j&0^0X0tEg0| +.0o0g90^;0e0`0U0Mdj0V 0Q0IL0H0P0Ru0Y0Wv0]0^ 0Y%-0]0bʴ0i}Q0t(0kM0o0hɉ0eC?0b0e0f40j'0gWG0f0f&0gR0jJ0iY0nU0c40ff0id0ot0m580v90w0O0pT0xDW0v0\U0T 0a0L-0V0J0P2X0W=0^0W<0aI0g0r0dO0m0r0}e0x0J0'0'0l0w1+0~f0010j0A00Z0060000 00e00kx0 0?0Q040<000ގ0t00900N*0}0hd0000!0&0*00c.000+{0u%0^90Ң0d0fv0a0f50k0rO0m<0viG0^,0e]0[q0cH0mk0xL0l0wO0|0F00}00z000000a0Q0& 0Q0K0Vy0_8z0O0X]0i3>0t;L0b0l{ +0E0Mށ07A0>+0V0_0E'0L]0800w-00H0"000h}0q80S0YZ_0y 0ѕ0^5?0a 0 0q006h00b0m0ae000D00 0S0R0U0n000=0R00w0?00C0500 +0000O0a0000Ad0{0U000ok0c0dT0F0W0cB0`0o000)0600(0|0L0D0[ 0S0t0_C0Jh0=@88Ȗ88E(888 888,88f888m8u88i8wi<8]8P6897L8D8/A8j18Q}8\8D8:i8%8/8T88888,#8g8r_$8Yq88}8@8l8c28L08T8?C^8O98:8C +q8.8%8D8%8 87:8$38,Q88JI8g8 78$68R8v8 :87ƚ7x7#8S88 u77p)7e7w747X77[777h7"7-77+7N7io787wd7u7k8e7 7 7s7Dm77777 77!7Jq7FI7e)7^&7O&7C7B]7R@7# 7_+7q7T7`787d7u7eT7IE7Xur7>8tM$8\M8d8M8F82"8:8'8SD8?}38Dd818-%V8z8!88:.8!E8f8I8_ +877b7َ8 _78277G77s786V;8%8(`B8/8bl88 +73w8c8 887^j7Y7-7ձ7 7l7c7ұ7(77177,7277 77j'7Rb7U7Ϥ1777:77tp770K77x7b77o7H7o87u7P7hI7v37Z7L݂74g7B.7+SX7h\7N7ZG7BS77P37"7,T7K7(7 +7K7Y7,7e17pH47W7*m7y277hzp7`P7H7Q7;7L777@hK7+B7#7_77 <74`7!Ӑ7(a7 77^ 76F7nP7O7c)7EU7377+ۡ7j7X#7666*6666E6{6l66 +6_6*,6u76mb6 67l6٨6ʶt6 6Ƴ6W686ı66&63g6q166Z66v6666R36H6!6y6M26u66@6l646z6_6m6 +66P6F6J6v6^E676{F96gB6d[6x6x6cb6eA6(66#66 6\6ް6L<6{%P6b6hT}6nG`676+6t6~6ҙ?6iL666۫6666g66 6L|6("6 66Q666u66su66n6M66166L6p6V6o6 6u666 6d666Y!6l6|c66c6d6Ƞ63%6P6Ό6+6\K6W6J6k66H666O6"6m66i6Vr6&666=B6;666536z6:6a6/6t6Ӧ66ř66366-6^6B6N6դ6ͧ6ӈ.6-6O6ل6P6q66*6X66Ȫo6U6ӽn6I6ܼ6 66Ӵ626k6聡6L666[66)66{D6666w6Q7V 7"77|6g766σ6666;@666`S6y6H6~6H[6#>66S606<6Ā36/6 P6626/6P6, +6ˤ6H6G 6֘666߫F6D6:6V66,5664(6'46T6,6&66c66626S6ج6s6>p6Њ>66 66͔6&w6L66HO6W666^666!$6J7Z6'76+63X6&_6I6:7=667bY7H7E776q87K6,7y 76ߦ66=6ۜ6Z6D6 <66D61v6e6 +6ݣS6666"6%6ƒ66:'6 6664q6c6ᥪ6e66W6&s6R6k6[6>666h#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J,M2,lg,WM,C,1,Q,w,1,,`6,Lx>,,j,!,A,:,)[V,Un,B,,, a,122,!g,b,a,',,,,,P,9X,i,Ԡ-K,,,,h,g,u,,_P,,,Kr#,9b,iW,T,<,,),ø,=,sʰ,+,+Z+I,,+D+{U+S+s+5m+i+@+<++x+e+h+M+ ++K+Q[+F++60++c+P"+V?+pR+?G+/h!+\+Jm+#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J #~J 0 #~J#~JDcԴqʴ +FZB´}< m 8U#~J#~J I#~J#~J#~J#~Jc YPJ)!H!,8մ9ϴ"ߦ` +i i .  V ŴpuKY +}D#~J#~J#~J#~J#~J#~J#~J#~JUQe?#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J|䋴#~J#~Jo*#mk.b头 +K 2n a  koMm< 7msFS{޴!?>\cMǞ +b.:?ٴ^#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~JѴXh#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J'4#~J#~J#~J#~JSCHxr2cɴ>Fs+XNˏ%<մCY/z Ry4Ѵ:w(4tF#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J ' {.B ҵ!#} Dô ,Js״ C*M@!c[!ʹ w!4d!Ȥ!!mB! Y ߴT s ̴!? k ^*cv*S&*D['*6q***C*T*"*A*Y****ޞ{*:+*~*{*]*ܝ**uP*dE**=*T*F*vy*f/*o*1}*W0*?@*`**b** *j|* C*{j)!),*+9)%)W)ǵ)g)8e*:*.*X *K*% *o*?*5*z]*kT* +*o*^_ *Ro*0*t8***-/*&D* +:** k,*E*H*@x*hQ*^*9H*4*W*P`*+*K **rg**}**[*<)g) ){))<:).l)ɉ)Я)l)l)))͂Z)6)q(*_+))@)***nW*J*b*S*u*$**H* (~**t*1[*0*L*J*0w*3:J*J[*LbO***"<-***!*/$*4*BA*8**?*P*W*IY*W9!*aH*m*X5**g\*)*7*X*E\ *fR*!y*8?*1*GM*Sp*t |*b:******|V*I%*b*҉*******]*8W*A8*W;*S*i!*q*S*)**g *{*}vK*/ +**S*R*&**C***ĝ**ȅ+***s*|*V*;*૫*<*6$#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J"#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J"ɴ"-#~J#~J"x"#""8W!!K"T"o̴"U"9!w!!+!G!Ԁ!!~!","D"U"o8"""_"$"`"9ô!E!"S"kǴ"r"5#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J"絴"6#~J#~J"##*#~J#~J#~J#~J#~J#~J#~J#~J#|#ƴ#ʴ# r#"K#$d##U"""ڴ""ִ"8"Į""!"$"NԴ"es"%"3"w""""^"઴"##"e"K"a"þ"m"*""""8"#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J""Ӵ#~J#~J#~J#~J#~J#~J#~J#~J#~J"ds""Pʹ" !S"e!#~J#~J#~J#~J#~J#~J#0e#- #%n#%7#Ŵ#Դ### #@#ڴ#~J#~J#'##!##K###z# L##"""蚴##&""#u"H""깴""r"Դ"C"%"Ҭ""-"V""""Ҵ"Փ"8"""ĺ"%""'"""|#C""M"C"B"8"մ"O"#" "´"ٴ"m"""v"y2"A"i}".!!!-!"Xt"ƴ"H" +!E!!\!"œ"F""J"'"e"v^"Q""}Z"{ϴ"e"a)"="IA"'n"76!ش"&-!s!1!}!v!v"!/!*!!!p!2!k#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J+Ц+9+d+ϔ++ҝ+(+ȱ{+λ++Ͷ~+C-+[+om+F+5q+TN+z+_+X++ +;+5@+ a++ƶ+̋+|+AM++ɷ+}+`+#++²M+g+TP+Y+cc+s|+db++ֻ+.+ıe++C+ߗ+ +,+5+VN+(+ 6+ɱ+ǁ+ 0+++6+++VR+]%+':+/o+N`++3+n+:++\+L+[+/+~+%+V++O+E+B+k++++C+TP+Ù++q ++}+++fi+ +++A+m+D+W+1x+++*+E+ҁ++++x++6++c+.+͊+u+++d+#+p+N+.+#++S+++I+++Y+nW+*+d+C!+F+E+0|+g+PP+2+"+>=+ڿ+7U+n+p8++5+m+k++N+t++@O+++3k+s++ +vF+)++ü+w+++Q++++f+++$+@+-+h+MV+9+կ+++3+\+Oy+=V+y++g+=+5+[ ++S+ ++>+++|++^+i++w+h+++%+Q++++4+1+0e+Cm++ +9++X+w1++j@+`+@|+++7+rw+Fy+++7+jO+T+h#+N_++Q+ݯ++d +ޕ++X(+k++l+5!+++8+z++ك+V+| +ge+u+d++O+b+6+s+H++(++i++|+o+C&+E+#+ +݃+Au+I+++H+++X++|@+_+A<+#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~Jq#~J ޴H3|Դ1]7M#~J#~J#~J#~J#~JU,`#~JADI~ +D+\-G&q[̹bbߴ|Aܒsô6%дF#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~Jڴ#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~JZu#~J+ĭjϴ)#~J#~J#~J#~J#~J鍴ʹDz^HxW.]DE;~ݴECT<BɴqG#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~Jl0#~J״#~J#~J#~J~RS#~J#~J#~J#~J#~J#~J#~J8#~J`VK,vxG"|啴괴l)h0TIW#}1X1,v´Pݿ{\*sʴѴ~9;_^E +c#@´G״bb' 3ǰ>3ܴWD4o#?´aٴA噴b0Qqnд@EZ1 E`;' R!Y_xVСHc&稴Ŵ ĴJWQ2>rVL'ִ,m..v7s'FǍ_L}+ٴ{ȴ`ܴi +Ғ:Riߴ%,FiLG0gw´+`MA aRPMoԴݴ.Ѵ3K82ȴ3OTx´F@`dn"*oٴEGqwĴ,g SnǴi*v&B^%+0[}nzYB~%@i#AecjHR_]q wī +j5(7bNVCǬ"S60l)9FUŬR 8 +B ?i +(91]v u{~y8 y{!q^rt׬fĴh^fpfㅬdY6iTa=M,N;4ìWcC:J{7E+Ӭ ԬXY(HKI%UҬK ۬DE:67$$W2V) z=놬++W$+J+bD+d+eI+gD+_+S'+b&+XEu+'+;Y+5+*°*P7*S*O+@++&Q+G(#+/b+@(*?+<*"*+* +O+*+)R+&P+)*+ _*+ S++(q+P+&%9+9+H+95+Gh+Ua+_W+SnB+]2B+7 z+D3^+3P+@+OV+Xp+J+R*+~*r+^++"Y+_G+8*s+{*+ +++ c+=+/a+:+*?+3N+Cx+J+;+A+$p+,%+J+%6X+3s+8/+*<+.l\+eȃ+gh(+c/+d+c+Z 9+aS+XH+^4_+_[+W6++X@n+\k+Ts+UP+NH7+J+5+J2+81+*)[+!1L++HG{+7Y+C=+4+#Jd+ +"u+_+N+OT.+D+EG=+Lt+F%+B+7J e򫫛A}&Ɓ۫k(qJt)g0C6dX*`z)V*[*󄪋R'z?Q ߫H-*o9g#6TeԆv.!0 0叮iEi ֩RcTpE㒫֫ëM`G3 =ާ«%+٫"B}qb1.ͫ|\6O1մ*ô1qxƴc#~J#~J#~J#~J#~J#~J I!.T!3ش vo "~t#)Ĵ!t"#}#zϴ#=δ#}!$! ni!\z"ȫ#~>"I#'>.zvfǴY%LJA3B%OgrId ɴĴ [!"!QL":6L ٴ Ǵ! h!j*!L; !>y ͧ `: Z!7 =!0 ɤ [$ bQ { Idٴt0>:Mp |!-ʴ ʴ!.'  q2  e 3x!0 ʴ!32 [ Ǵ P/ nDvEAŴ2iJA дׄ ;8 2#$.G <DW lc{ʴش Jߴ!3 %c Ӵ6[1  < ˴ Z+q)S5!8<dRuuƴ~Ҵ-̴g0 /  M \@ $q  X r ʷ M #s#h#x#oI#['#Mx#e#W#{[#tԴ#}s#y9#k#b##rc#j$#>Դ#1#K#AW#'##9#0,#Vx#N#bc#X۴#I#B+#S#O#yl#|a# #~#x#q\#{#wd"ʹ#O"7"#}#{#|g#}Y#j#eƴ#q#m,#_#\#i#gc#w#s#{J#x#po#nƴ#v#t#ܴ##,#-# #(#2#:#=#>h#MӴ#N#Cϴ#J(#P#T#4y#?#Cf#L#Ld#W#V*#b#O#Wa#Z#c!#ab#i#iT#p#X#Y%#f#fx#] #`#g#i#mZ#m#tp#t#n#p#uT#vٴ#f#j#m#q#pF#u#v #yO#t +#w-#xR#z#y#|,#|#}ƴ!"!Z":###~B"ǐ#8!b̴!l!=!"z"y"9"$#}j#|#~C#}#z#yd#|#|T#:#z"H#)ɴ#~$#}#S#m!,Դ!s!'#!"b"an!ὴ".@!+B!}!4!w!"!!d""#"nԴ"##""H"=V"f""3"ִ""K "Tɴ#xǴ#x޴#|#|#yz#z#|z#} #}Ҵ#}ش#y#w!#}#~5#hv#N#{״#}#}#~*#}#|#l#)#~#P#*ݴ"#"a""E#&#$K"N"T#""Ȉ"t"d" "V"NB"~"g"=i"$ "ڗ""5"e"{`"DT"2!"Fp""!/!!!!k}[]z)7* +]R+f+>X+w\{*-*pz+!+Y++>@? ¬B~d3#rڸ,7;zR|*4r4)*+&dM*B+4(1S! *+*0*jB*,M+++O+gf+w++i+d+++g+#+=+++T~+++^+l+'+ȓ+M+4++k+++++-+G+O+i+96o+Tnh+y:3+Г+d+l.+&++A++1@S+R+\%+B+Mv+%+}+oH+n++x/$+s4+kv+h+`++`v+Rp+UyV+`=B+_N+VW+WL3%u«:ǫ,51ySī܊:mL]+)tl蜩{⪻b*B*'F*(~E*JxJv**$*U*#J 諊P]a C{or᫋_ODҫ(jʊ j,S}cw=T*<**.*)s(󎳩$y)H*C*G*]kN*t+̄+#*++5+@k+*+6Q*+a*4S+ F+!i+.+z+'['+GW+K+>G+CwN+N?+P:+G_+J+61+<Ȯ+0|+7+A/+F{]+=k+CM*ۋ+*؇#++@+"P+D+*ؐ+X*<+k+/+j'+H+2z++v+3{=+(+0+:!+@u+7+>+&K+.+%+-@+6]6+=+5+=bQ+3+++;+)S+7+[+1&+B+}+x+tҶ+yI+xk+r9+siv+t +E+i++G+D~+++zzw+~8+v+z++++Y+o=+l%+fY+f+l+n+gKH+jR+_ +`/+X+[+b+f+^ƿ+c͓+rL+w+o ++u:+~+Z+|++g+lM*+s+j=+qa[+z++yw+6++^D+U+A)+" +/+++++?+a+X+$+:g+F+Z+j++b+++W+++i+++g+˫+W+++>+d+ %+֒+}+'+++h+9t++^+(1+#+K++A++׺+ԓ++++x++m+mQ+=:+ˣ+n&++ru+SGX+V^+Nu+S+[+am-+Y+_%+Kj+P+Hlj+O+W4+^> ++U޳+]Z+hHD+pg+f +o+x~++w+i+e+nZ7+el:+m+w0+0+v+u+F+M+E+M+U +\+T+\͚+E$+Lc+E+M +Tx+]+U; ++]+e2^+mt+eK+nH+v+u+w#`+)+e+n+fa+oEE+w+^+xI++sJ+C+v++"7+ +2+++++{+l+'d+1P++++E++4+k+`E+}+|+U+h+++/++/+#+f+p+iv+ ++l+}W+g++8+++r+)+++p+++++/7+ +z+n+++Z+++Il-(,'5BǛ ui< BH@ґqx᪕1uk~'(*q3 )(A*!*z^***`)f*N՗* *z**Șj**Ϫ ?8qSo|R0:X)) *kƑ"(F-E& ')_)lT*S*9<**CU*#*x8*r*Gy*ߊ;*˕1*-*Y****{9*V6**+**ߝ+OQ*姧++_+S+H+l*ն+]*Z+9++++V+$+-z+%[+-M+5+=Z+69+>[+& `+.+'+0l+7O+?A+87+A/;*j+ {[+26+ #+G+ ++#++g++ +g++&'+ x+)w+)++2b+,$X+4#+:q+C0+=,@+EN+.+7z +2+:+?%+H?V+B+KFb)m**8%*&*k;*w****i *z*rj*k(*vx*^*r*8\*$*~**뽷*+7+'+ X*ap**+NX+G+G+.+r*s<*4*À*׸{*X'***a*54*wf*$L*x*+./+X+>+s+ +2+Ʈ+U+0w+}+"5++cy++ ++ +(+'+/s+^.+'0+F+ +$S+-+(p5+0+KA+$5+ q|+) V+,β+54+1q0+9N+5+=+9b+AM+FI+N +I+RL~+=+E+A +J""+N+VLv+R]&+Z+%+.++D+3sx+6[M+>7+;+C+1+9\+7 6+?#+A+I&d+FU+NP+F+N+KǺ+S+W+_OG+\ +dW+Q;w+Y[+W+_,N+ad+i+gV+o3+E+M+F+NI+V"+^v+W7+_+GY+P2?+Is+Q+X+aV+Z} +c!+gYf+p+y6++z^+7+j+rX+k++ty+{ķ+L+}i+&+K/+T,+M,+Vj+\w+e5+^_+gY+P+Y+S++\W+a+j4+d4+m#+m+v+p5Y+x+P++++r:+{`+u+~/)++-4+P+|+P+ ^+/+u +g2+@++++ +e++7f+R+/+++++u++Z+a++Hr+++i8++++)c+=+m+7+W+z+x+[+=+T+d+2+ ++W+'l+y\+6+D++l+A+JS+t+%++̵+A+-+)+}+{M+Q@+9k+W+_l+Z`+c +gL+p^+ky+sh+^W+f`+b+kF+ob+wū+sr+{+x++|T+X+++|x++w+6+!g+=+O#+V+L+H_+g ++o+l+t+x6P+@$+}'++q+z<+w++"_"(6#|#eW#}#>"G"B"" + R ! ^H]旴Ŵ!JC m!l . "ݴ͆ QQ.[p4`.J<df A´`B8C! `!n W tj , F 72!!l!! + H N7<yJϴXմ 7 +xД^ <`}rV˴+4Y)oH7{޴ȴϱ^=ʴ0n3W-+AwhLG"]#+,/8޴@%g:_&crL9(hC˴{8sn/8I<ŴߴEԴJV#ôYcgm,Q|߮%״6<ƴԔR몴\{tǴet IF:ŴFRT|!Y\4Ebb 'G&D4[QiߴĴFUCK;U~]b  Olr3ぴ'ʴt[-^/65crfu1%x5޴wxX**޴ϴup9^7 g5 d3|,L#`\.pȴjȴjr +˖lx$~+cǴn7 +մ9xؠ&e/ڴִ-1v΋Ҵ*91~G0s:L48i해@\>I4N*Ŵ#f#ot#kP#s#v#{ɴ#y#}5#q5#wд#v+#z#{#~#}b#wW#~/##pY""~!F"Y|!ٴ#7"""~E"/!D"2!#yϴ#|ô#|:#}#~2#4Z#\"##}#u#~)#'۴#"۴"Ŵ"kA""K{"K" +!!s״!\!Q´"F!ᦴ" Q!!!-O![!E!s!!d$ Z  P MN!K 㨴!3 F F : 4F +%4^2[ 3PokE! _ u S j * XŴ  q i hӴ Dt Z *컴>Eڌs6a&oܴ:ִvN`78մ#/1"ٴ"ഴ""x"*x"?!""J"LW"ɴ!t!"!ɴ!|P!b!1!'!O!0Q ]! 9!ic!!7 e"!Ȍ!!!P!E !Oʹ! !!S!Q!! G ܴ!^ Ҵ t ~ B' S[ h _X h 4 ))ߴ  N nC 0 BԥO N  + ֬Ǵ-|L\~BB#ݴu_$@a۴^ UG Zl3˴UzFJ +ʴXbVe ~^?W1f[Tմ$& d$j`ϴ 1VG$h W%;OT/A~3R-ȴyk8ݴh#F^'g}S=U*մ۴ʹn([m+ywGt0? Cy-q{*%Ŵib!_ܴݥxQC yP f$M۴ HδՅȴVH IӴĴzܴb4*퇴IeݴuA=4KǴhHX+IJtc'H!(+ٴj'WIXǴ練ʴ\@˴@f$iC㭴c{# NbsS9+hU%q更"WX-0Xp^,'`f[JeΎشPt2*̴Ǹ쥴.Z˴9)l`'?CiO+tEuL8-{ӝuŴ5ͪCGW`!=)sl1B1;o@ SMaB+ʴ´mشwk;66 -u- +2--Y-,̄,g-+K--Ea-4 b-`X-L-$C-/-:X-*X,7,d,,,,,̺,a-^,-->,','-),P-Q-hH-ƥ-2 -Tr-B-qr;-\-'-J-m--R-zH-<--1?r-!-IrK-8 S--"k-(1E-}-d-Qe--m-?-.-X-FN,A,~,*,,r,],,}i,,U,d,%,,,!,B,JY,9Y,h,T3,)z,',B,1[,,r?,~,,^ ,KB,}~,hY|,,Ϭ- Y-,|,O,!,$-ć-&6-5jR-&-b,-C- ,h,,,A,J,`,i,!6,L, ,Eg,,,r,,_[,,(-_-Ep-ĕ-`y---S-.8-~._. +y)- +-e-`p-l--Y->m--uL-`-%k-~-V-7--f-6E-a--k-e.*. +.?./ ... ʯ.6L.W.E.r6 .]Ѹ.4.%.K+@.:-NC-<.--Ȧ--.@-;e. . + .*.@-c-f.5.H-Mĝ--=t~,y,ނ-,,,|,,--b-.|- ->-,v-=-b,QA,@H,m,[j,1K,$6,Jx,:z,G,y,,,f\,T;,x,qa,, ,L,,>,,s+V!,i, ,Dk,5,_;,N,(5,2,?+,1H,E,{,o,E,A,K,b,,g,L,yJ,4,,I,׎,bU,}[,k,,\,Y_,J,w0,eKB,%,,,*,9,,H,,$I.ԏ.x$.,.o.cV.P..j;(.KE.g.Z...)D...?s./|.V.Dۙ. 0..4m.%G.p.\`..v߃.JSn.96.b.O .ԉ_.. .h*.d..nM.U/.=//c.C_..ko..d.;...}C.hx-.m..1..y.j:.w..q.v.M-B.. dm----.*V.Y.>^./(.!.0. ۘ.V-m-]-{-A- ^--6--9.-ޙ8.ȏ-;-̢-1a--%p.Un-.C.n{d.[q.4 +:.%m.IDV.8..t.W.Q.`\.N.z.fmU. l. ".* .c.-.[.h#.=..<.Su.B. U..3w.%// Ec/He/8/^/La5/)qo/>/;/,t&..J/H..Þ..n.//Wl/r^/.bw./ҷ. t/v'Q/b//yܰ/O/>ޒ/e/Rw/ /$/^//}q/hC/n/p//f/!6t/AQ/2F/3/C/#//V'g/D;/l1"/Y4/5@/&/G(/7.&....ծ..Z.Bx..B.%.<.1...k.&^.l(.YS(.iD.q|.H .8=u.^..M+...xj.%s.M.w.d...}s.9.d/ +!.'#.%.B1.Z.*/:/ R/)//;.!/J/+... c.Z....2.h.F..N..O'.y.c--|s-g-P-gz-U-z-pp-#-[-N +---.v--1-D@-5Vj-]Q-LCu-';-Q-8-u7-m.I<-{K-#-- -_%-l-w---8--u-*-p---v)-{-- -p,lr,80- E,-4-')!-KU-<--!-- -! ,Ј,=,P,,9,^,UU,-,ڸ-:- +b ,,T-n,-dV-S+- -l-Cm1-4-[E-K-jj--l(-u8-u -c-z8-~-'-~-FȲ5a6 =3o23[s31[β22dzCgf :5hXY<س|a챔Dv&K?އ>33t3q3ݵ3s3.233D4>3$45]4?3 3X[33u2P3|2N} ?1ABT3]`W333u22:1303!2ʪKLA{, Mn󳈦hO5O&5n5Q5="5l5U5*5۠5@5-j5B5q5M55Y5D5u'5]|4$4 4*4ϖ4h/H4IBi44rT4j44*4M4d4h4k4e4-4>44Q944w3634%:4?4{4Yp4&94N4=S4!4b$4E5ٯ4+55 444546505 5He54a5y55#x5H4424Ȣ4p44k4$4aH44;54844$44ҹF4w`arFx0ڳR,޳Ƴ$rEos` d Dz!BD(|eY)6@=诳ƳXT%7 +nz6}V&v3L糋gﳜ9LO2}[1_[` +(Ų3 L2[3`X 3!51prn2j2F((JdI380iCj;/Z̲q̲/˰|,0 + -e G&SҳۓP'Ҳ֫$e購C6m:+AmzҳZG m~\ゲ۳ͳ.CLyi`fzxDy!Ky븳MJlX>wc^|mbflu,DUXsᳯ⪳g{Оq$@"83S(3w@3?f335W23P@3K 4*3⛚4(ذ43)?3S33߰213g28ڱ䬲2x3a^y4µ-5=Q³n}y$rXC3q2]V3cx3("243`2Gq2x\3T3z3оd3"3 *W*e** +*[**p*K*lJ*req***{#*S***%******t*+**b*r*)**ѷ*t**ن+O+m+=+Й*<*+ |+ +{*R;*^*8***#***!*h+B+t*C*>+S+PH*O*6\*i*2Q*g**Ms***E* +**)**($*Ț*"6*r*5s*ʽ*7** ***ѶI*e*ٍ[*-**⅑*댆*!*b* +*]*}*V*h** +*J++"*1*j++#**J*躏*L**h*m*+**+4+;\*+)++3++,+%['+BS{+;Oq+ [++5,l+/,+\[+S+y%+o+L+E+fW+^+Q+Q++9+'A+5+N+#5+"U+@&+; ++W2+Sʣ+8l-+5+P+L}+;1+^_+k+A++z++,+Z+`V+ˋ++ +}+6++ua+pR+++ki+f*++y ++"+Z+++1+!G+++Nh+ ++++*a+ܬ+3yj+1`+HN+E%+.+,4+B@+?+'f+++P+f2+ X+ +r+*V3+(++;֙+8+&'+#Y+5Ȫ+2+a+]n+{+y@+Y+T+s>+n=+i+ۯ+\++j++|++P+L+iy+c+H+D+_.%+Z2+3++ϝ+&Q+y+tY]+c+a,,:,,n,,y,F, +,,@,,v,,+,Y,c,h,Y,H,v,K,>,fN,W,;,,,,,s?,\,Y, ,L- --,t,,?e,~-CA-o-0/-$-},--,,C,,(,,,~,H,,uw-WV,e,,B|,3,~,;,31,(s,J,>eA,1,,3=,)c,d,V,X,rD,JK,>,d,V, Z,,, }+q+,*, ,4J,*R,J,D?,%T, xI,>|,9?,,^,(J,Q,UE,q,E,,1i,%5,h,;,,;,0S,H,j<,c,,,\,U,,w%},,r,,B,c,3,d, -E-7-\9*-M)--+/--?O`-2-u-dg-ܩ-i-Uq-GNx-m|-^"-CT- -&-H-],b-$- -:?w-.:-Oa-I-)V-$ +)-Ck-=-B--$--`-w7-~----1-- -c-O--p-i2-u-A-b!-[^--}-Q---C- +--g-p-9,i,{- J-\,߃,إ-HD,-Y-C -8-2e--X-,H-',,c=,˔,0,,z,G,܈- b7--"P-3-x,p-6H-Y -T-NBe-u-ng-G|-A-g-_|-9-q- -e-J-X-4-i-;-5-XB-R-/-*Na-KTK-D-zb-r+-;-&o-j-cb--R+j3+R,,,+݉+\*+R+h,E, @,3\,.<,,Gp,(u,#L+Z+˃)+?a+K%+ט+X+n+4, + +,&,[,,++.,N,,Ob,I,oz,h,B,<",`u,Y!,Qr,,ҹ,,,{;,m,p,6,1B,Rߗ,L?f,+,&x,E",?d,sA,kZ,b;, ,d ,\S,,~+{+\+ճ+Ϝ+\++a++!++, h?,3+櫹+l,',G+s+E++P+&+@+k+,+ٽ+ӷ+%{++^+ȕu+[b+,![H,n,9,3, ,)P,.a,),Uڱ,O#u,v,n,H,Bz,g$,_c,, +,#,",,,,,<,6z,X|,RH,1hd,,:J,K,ET,,[,}#,΢],,,t,,,{-- s,,ߐ-Q-',,,,8,!,ʧ,.,= ,,Ef,3c,7, ,Z,ù5,鯱,-$7-yH->tK-8DV-F-9L-2?#-,d-\-T-~%(-uJ-M-G -mo-ex-Q;- Z-&-!/--w-Ԏ--@U-:$-^U:-Vs-3---O-H,(,i,,,2,A,,,P, H,ڈ,T,',f,`,ūy,y,r,,X,j,cf,,@,g,,4b,,h,~',,=P,F,-- ,C,*- +s-~-(-"mb-A-;m--d-5-.,u,2Y,6 ,`,3,y,/,g-- -(k-#B--Kx-"-a 0 ɂ´ ;!˴!L j Ζ-,P4Φ BŴޓcMc4|RWrK)i۴u޴DǴmM( >vBsuBomou/"",ݴ!'!q"E"X +"7"#!t! !!; !!+!eҴ!D"i"w"3!"F8""c"R"^0!ڴ" +%!!""(!~! Ǵ l -< !$ gY }5AaVƦҝ 8&h^!J!kE ٴ w!5!!&*!BY J | ִ ˄ y I-S($Vu,6ez&xnKaRӴL{EٴH]:m43q _ 2Ĵ> + W, KvX6 j SLgD*bbw ŦoqX VE)0ʴδw gf6t۴E˴IkôsSdx")ٴ"-޴" "F!" +"!^!w!O!oU ,# Jִ|oP"a)%ig ^ up0 Ӵ  ۴Lq*7kδy8§DG.jV1)orSك̴mLnδnᡴ9*=H6ڴ%(rB}X (` 1r q Դ <& E8m \&>Ƌ؆?UK q L Ti N [w cBɴj4  .+MQNrLqp +wXB a5MwLδ(B+@f#˴5k4\|* 3&9$6 +%[w+]ӳF{4R8hX ^ >  +[ S m x0Y%} Q +y">g}m}F񸟳ϙj糿dzݳ9qV(fܴ +ɴHʴHֳh󝖳Esi+8} L_HkA Q 3 o +ܴ Ƞ \a3=/״ؒٴOo ˴.+v Gڴ4e +W * + Y۴g:Y +) :* ?s 2 P  $ +Dlm)ۈLQݴ2?B3>r)&R)`>|W +г"z^ǻСg8ش [=KcMгžKj5[?Q\\%mdͳBoOS򲨤*dG;9/_ WzFhK=Z ;fjq1~4&+ڲL 8sEbCƳ玳ߖس⪣1#)0>3cҳXʳҩ­yLųqu(+l@ e0ϧóYrӷ׼82C;>ų'VPг]t+!]j&u߳0j; +& ,fm  N A ,5ش0潴ExdnsrtyAzQAlLHmFC/C}-ȴ6ޮNҴi t h +P +ִ ^J QX//4// /u/ /j0/0d0ծ/`/̓/m=/00%y0,"0e 0/и00(5//m/X/l/0/y/_/y/>/C~//`>///\/8/:g/+(/M3/R0,050]0L=0pڨ0]0<0-0L0;0/M00/K]/D//0_&0"0- 30^20,/ +!00;00p\E0S00]Km0K0o0\0\000#00|0n[0V0ˤ0;0,w0K.0;$01 080,ep0֑0[Q0J_n0m>z0Z@0:n0+0IS[09//|//i///22/6/u/v/8/x/f//ӽ_/>$//4/]/ /n/[¼//oz/q///%N/!/J/V/0&k/!0_0/嬊/)/ļ/g0M00*.0u0/q0I0./Y/=/ӛk/?/Z//5/a///W//////҄1/^;...՞.1#./`..;.@f.W."/5Y..{.A*.hT.˰. +.j..ջ.qR._e..vr.C.i.T[.7.n..>.RY/ 0//p?/..ߤ[/(.2/* /"b/9/+/1/8/R/..Rl.V....8..Fx.E/=.0a.԰.. .s/.N.?.dN+.S.1M.%.DK.62.{.i0.\.H.XQ.H.n.\D.Nj.{.);).Mz.-.S.Y.:.-g.MMZ.G.(.$..BJ.=E..+.i.8..rԪ.w._..Z.ǴZ.®.t..T..lz.fJ.,=..`% +.Z?.d.{'...@C...l.%.F/J/;u/]&R/LN-/->`/ ,/<ғ/./p=/^U//q{/M/>/_N/N~/)/ K/!L/yc. .?o/ +i4///y/"/?/:6/ /N/6;/1w/U//$//rJ/` />/P/9////7/t///Z/U/z/u/P{/KK/oJ/i//=///i7////./.Y/Д/a.<.԰#..U/Ok//-/)P8/o/ A_/%/ m.4F.. ..qx.+..۩5/=/z/|//.=v//|/F/Bg/c/^cE/=H/8u/Xp/Sg2/}/~S/F//xJ/r //wV/3///N7Z/k/e/e/vy/_/YՀ//yF0e00z0Q0$00]000%0 0ˈR00l0n'0060kT00}0Y0H 0i0We\0 0hF00s50{V0g,0x0x00500O000!0 1 01Q1H00<0q0x0ql00t\00o0C=0Х00+0Y0"00u0o*0j008Z0)0F0600|0(0Q0Un0D-0e!0S2*05`0'B0B030G/00iL//јT/k/X0G0X0% 0"J80 q00P00u"0b`0o0rF(0PQ0@n0_U0[0t0p000}0y0G0}01&.s11/D1,͹1[.1I1g(1cb\1FZ1C,1_1[ظ1YQ1X1)1&1d1}1#@1 1?1{000ۥ0]1 1 :f111:11`11221.h1H1D1+s 1(1A)W1=Zi1Y0y51 150Cd0 1 %A1 51$#1!_19151 111y1.>/)/ȿ/Id/@S/[//=/B000e0 p//4 +0r0e/h/X/P/fc//b/̆/DZ~//P0 l0<//b/d/> /ԏ/,/Z/m/ߌE//#/پ]6=5p26}6H5g!5^554666.բ6 +(6U56@6?5a@5LKE5}h5ey58Xn5&B5O5;65Z55]5W5ir5R]5X5l<5}5s|5)q5 4J4a5 Gf4+H5>5,*5V@5A55 +5.G5R 5A55w5Ae5}?55߯5 c5ي 5Ř5$5X55D55/5p"5Y5V5r5D515[5H555=5{5tІ5^C55w6BB6v966kN6b6O6wk6c6*66{666w66q-6?/6/`6Pb06?c66#606 Y\6d 6P\6wK6c6@$C60h6P6@N66S6ҳ6$5܉5d5M56 (6{60B6!"6h5665L55x%55555M5޶m565x5255 5 d5:$6@y606P"6?6!6ĵ606 O6a6O6tX6`|6?6/6M6=>6]56g65ߚ5˙G5V5߯6 <6Z6/ 6]6Q56614&4W<4G4}494!4 +44r4Ⱬ5R5v4=4h4 4G4mh4O"484ub44"4_4V 4;44#444}$4]4ز4a:5!PB5X53G5#54Z5_55J5t57\5`5Lks5% 559<5(Kt4:k4<&44׌444{45445&5 f4%474>4Q>43&4!<4 s3` 3h>334Cl 4()4db4IL43"4/l443f3,?33|p22R3An3+3 3u +4k338333B3Cv4cR4lk4~T4*4OB46%X4tgQ4i<4e4*4ٟ4n44U4 &44-H4$QB4^4T4&4k=4KUI4B94?44D4R4.4x4lO45y5b5(5|u5NY5;,5dB5PY55555}y5fH5j575)5(5=5+L5 4׈555R0e5?O5hd85aT5:f535[~5Ub5n5I555r$5l5s5N5f5ˏ5255.5/U5r57E5:5!,55J5.'5{[5 555!55շD585655J44,C5WY5&4[45 55./5):5OI5I5#55BP}5<4ӻ4̤|44ʒ44 X44K5A5M56b50sa5R5 +C5+5%75s5m#555eF5^55P5Q5MG5[5(5&5N555٨5y5X5QL5~i5vT5J 5Cr5ok85g5 l555Y'5s5d5c057 677ܠ6 6c6S6Р7T7a@7%7e76T7 726Y6n6H666?66X+6U6q6N6H666671\7#7=@7.77 L7!S77I7:d7WwD7F7+r7 77v7) 7kZ6X7 SV66ؙ:6ƂO6Q>6*:7l77˃7̏6:6䚖73666r.66X 6^6Lw6q$6]F6666`G6$6o"z6^?66<6.(6K6;5666,I6({6[76I6l6g6F56B\6c16]6t66W66Z(66]6d6n6 u6@66l6P66666866O6}666'6\s6ΑI6ʾ6W66X6g7e7S7sF7ak7CR737OnZ7?7W7n7;7}7<7[w7JB7i[p7V7&,7'z70KP7#7 g7Y7w77:7,d`7E7C!7)v7& 7?N7<T7A7O7EW7\7v>7c 77=7Q777N777;77_7[@`7|$7wǫ7W7TN7s7nM79777x7E7=77@76D77=66v7 7 7$(7 u78y75#77+7247.X6G6V3776w6ݵ7&M677'7+7'U7757$7!7P7LeD7j7fl7Hi7DĂ7b7]n7D~7T7#77~‡7y77'7A7=D7X7TZ79\e75o7Q`7L\7t"7oR7il77j7f7.<7&6 6 +`6$6 666d6q6=A:68A6X6Tl64F61C%6N6JN545&665]5R6 6 6, 6(1,6F@6A6$(I6m666*U*6% 5#5g5(5=55j556 +66 66~k5Z6]66L6Gل6j@6e6C;z6>36^̠6YSx66R6[6"/666x=6I#668f646SY6MP6/6*6HCS6CD6q6l 66 6e 6^66~ 66J6o6@6wH6H!66t7 7 N77g7?37&p7_,7y6F6Q6 6۱6)o6I626е706C77 H6|p6O7 +7l72h7-o7G7C7*D7&7?D7;w7at7\7}A7w7WP7S7rl7lޫ7#i7!m7773@77<+7/47*7Nv7IMz7g|7cD7D7@`<7]F7W666@6N6 ++6͊6Do6מ6d6"7ύ76܎r6T6Ե6_66b{6666*6 6l6A6˜e66綩6/6H6Q6o77'7'{7#7 ӑ7 +w 7$7j!7;777S 7N737.n7HV7DD7P7m@77ߏ6L677 C7*.7&%7>7:6"7"C775h71(--;. +n. -⥆-+E.4-._.9.8.2K.y..-.(R-ͷ-ύd---j-f=-x-<.S. +,.$.T.Y..L..T.N9.tI .m.Hoo.BE.f-.`P...a.I:..a...=#.7.Y6.S.2<.,+.MVf.G=.zw.s.R.%.lo(.em. .B-;--ں---z-͊-(8-\-3.. -(-K..'--W-#-x---V- +-ޙj-א0._2--а-6--.'.".AC+.;f..B.5-.0 +E.^`.WE.M.xf?.Q6.J.p.iaz..S..*T.%)z. +Œ.MA..].Dk|.>;].b.Z$.8..2E.T `.M=K.[.ڲ.ճ.v.M.ڜ. .\5.i.Y/ ?/../,D/p3.....DR.y.r.݇.. .D..N.Ο.ȋE.6_.>/!//9/4 //y{///*1(/S]/N7/r]/l/H/B/eB/_!q/D/ "/%a/ ////p/=r /8 /X/R/2/-/L/F).Q.\.[.A..?N.AO.[$.“..hP.سa.'.^z. ;.˯..{.@.ݿ.sG.l(A.F...{).`.3h.6.q.).A8/+S.Y//. .}/ +A[/;/(b/#[g/@Ȱ/; +q/m/1/5h//r.`.rY/I.8.Ԇ..Ā.v//</*{/%/u/ /Do/ /%---^--H}-U-u3-7-o- -l@-V--Ǐ-,--U-x-P-'-oM-gy-V ---'G-l-wb--+-/-~.M-iY.$.-"-8. 6.sU.,.&.F.@$.!a.\.9.3%-7-ۓz.V-!-$--t-...-.'. .*."M.-_֮-X<^-v-yk-P-I-pV-hw--u----T-e--B-<- -`-Xޖ-57-/-Qb-J(N-p-yJ-'--q6-h-- -Z-F--#-v- }-u-.M-.(.--$. ֛.-ԡ-Ξ-1---U|-.---a.H---p--3H.d.]n.h.~@.Ux.N.u*.m;.`.w.{.ح.R..W.N.Gΰ.Ak.eά.^4.:.4$.V~.O1+..E0...v.n,..\.$|.E.q. +a._$.6.,.X/.e./l/".p. 9/ g/r.5.Z..*.Q...BH.+P.|p/G.}.F.γz.3.].-.'.H .A." .[.:^.3б.e.].. +H.V:.N.v.mu..zc.-t0.'G. H.?.!Kb.}.G^.@C.e V.\ߟ.9_].2[.T.MA3.D.l...M.TC.&.q.ǘ.M.丙. ..i?.'.͜Y.~.}...t~6.kU.G.4d. u..T.@w.z. .a +.//w/z/1/=/1//ϰ// /^j/ͯ/9|/|{/Rc//x%/p///j /c:/// /=s//e*//N/C|/9/-/N00G/ޛj/we/v|/{ 0FS0/0-0(`0'0 0Q0#0Mt/l/{/i//Ƥ/,/73/۱`0IW0r0߃0s0s/0<0/\!/Ue/|5/t/O +/IA@/mH/f+///E/j/"/j|//C/C1/=/_ /X$@/7/1RQ/Qb/J/~/v/g/1/o9/g@//=/F0C+0cm0\÷0=d07{0V:0O҈0 +$0v20Mq070O/}!00002,0,0I_0CeC0'h0"20=`907|<0s0y`0s0+0q0j0{0f04J0j0I0%00e0J00c0\0f0xl0U0OE0qK0iʼ0)010'00x00*0/+/& a/DP/=/ /q/7/1f/`Q~/Y?/ +/wS/Rk/K3/o/h/KA/E3/+/&/>/ _U/h/ )/#e/D~Y/=/``(/X$/7/1W/QX/Jj/ |/]E/e//i/V//p/dP/Zb/T/y/s///;//wy/ܥ/t/o0$/g/P/ /D/9///5/I/h//).أ/Ӧ/. !.w"/ /$/+G/%`/C///u/8//[/+/N//N040R///!/Yu/W///!u/_Y/B///?//ͨ/}a/¾7//g/Ԍ(00=0-0'00 +0!0Yx0Cs0<0[0T5~06X300 j0L$0E00ȁ000/ j/.0 x0w0)0#/0>08B0*001|0+g2V%2~T3301q/$2'23WA3o3ǫ3U3XS3BL3'3B*ch2:2RަB{'2N1`3+n3 3Zt3,>2S2H3m3U"4 +|4 48g4/W3܎34%74b?4k+4`~y4M4{4U4K4ͯ4I3յ3Ɨ?4B]4 L3k 3434B"U474w$4j4-4"l4^:4Sв| O63 n^22$2rG3=3&4=2:13j2V γ)"76/p1 *_22ܱݑ<*2^ r2 e33.30393~'3c3X3544Y4H#4>K4ys343=4(3I30333P333m3M3ؔq4LF43 34 +G444*4ݥ;444a444ĭK575~g5L5U44(55HM4P4x4Md44r`4=Y4*44v4 +5 5x44^4\(4’5=s565_%5X50y5*5Q[5JJ5=5~ݣ550J5v; 5n.55N5$5c5B5 4bH4v4r4:4K4C44M4Cn4O4xą48 4-%|4jpE4] 4W4JI4O|4K4Ċ4t4.4 5 ux55(5"I5O4)5κ5u^5H5?N5kc5boq58515Z?5RrT4455 74ېj4>5,^4G5+%}5$}5J5B55"d5;s!53a(D:ӳQXL!_ql[#ij3};[1};e}`2:$r3c3H3$3 +533w@T'v#b[ +D4y=L+YֳgW.g$ 'w)uQ\W/&ne\1L5.H%@22xG!r22'HR4!T44Q 4F*4 4v4:`4/644{4ɣ4?4n~q4`:#44"3H34#4833נ4 $T4~U4SN4Gbw4n4}r4;40 +.4oR4`4d444=R434!49h4O4-5H5 55,5%h54?554414=4Y4s4]4h4O4~4B55 om4$4 5F43<3]3~53#3=3vV)3GJ3#4#p44S^4G4 #44;(4/+D3XZ36`p6YA686276Rw6Jj6U6w6Ī66ok6g66y666 6ѽ6x66ˋU6 6^67 +e7`6x6i7s6a6n6666>{66.6o6؇'6 66o!6ʔ{6é6)6ݿ5L`5C5pM5f5<545]v5U@5v55s15I565zx85j555-1S5%45L5D05Y5^56 n6167/616_6XRM6~6u6Q6Jh6nQ6f66V6+6%6 +466{6J6C 6+V+U+"+$+++ .+z+Y+ Pz+ص+*+ + =* *I**ڍ+~+++R3+q+o+++y+A-++%+(+m++L+g++++++@++ɲ+]N++]+&+%t++M+# +++?+]+i+ zo+ r+U+3+ +++12+"+D+ @+ +l+S+<*A1+ +(x+c++֫+*7/*;*)l+B+5+u+++\:+va+F+[++;+#+r++++**f1*#**g*.*ڹ*9*Nl+*]**@*2*+ + ++Q+ q + +++!|+ +0,<+-:+8v+w++l+(Ե+ + +X3+++ N+g+n#+bE++La+&+$)+++#$++!+Ax+>++VM+RD+;Z+8BC+N+K+o(+jNg+IF+f +e8+a++|+5g+3]+G+E.+1V$+/+Bj+@+]+Z+x +t%+W+U \+pu+mW+ƶ+\+ k+ +h+L+ + L+e++ x+++y+-+z++;+ + + ++}+M+ + 2+f++k++++Q++ Mm+..+-+>+=K+,NF+++< +<+S`+QJ+j)+h}+O+O j+f+ev +++,+;ѯ+<+,<+-+<+==+N+N+d+d;P+O+O]+dG+d**%2*k*L*ξ*@R*ҹ}*t*B*i*b*Y*ְ2*W*V*lv*E*Ch*:R**'*!\*ų*>U*H*ŹK*2*֊*}s*ş*s_* *-**Y**=*ެ**CB***i*2*q*B*+zn*ݖ**!*;*Q*1G***ʶ*88+/u+nX*o+r+7+ +***zy*N**J*z*̮**Χ4*ْ**3k*s*`*C*Ù*}8*ה **ތ*mE**&*"**++`++ .+8*鯣**+ȭ*>+Wg+.+ +Z+i+ }+[+u++R+h;++f+ q6+y+?i+z+.+Z+!+w+Yf+"+'\+$tg+*+.+4fO++_+ p+ +T+S+]+v+++!+#h++c+%P+(+ ++ +++ ++PE++a+6~+2+!++J+.Q;+%+)e+2#+6+/8+1 E+>+@+3=D+5X+B+Ej+Q+R+e+g-+T*+W+h’+j|+8V+<&k+HW+K+?%+C+OL+SN+Y+\+mul+pc+`+da+si+w[+I+xG+"r+'+!YA+&*+, V+1\+-+2+:z'+?9~+7 +=y+DJ+I+,)+2 +6+<+8.+>+C +Iu+B+H+OO+U:+N+U)+[e[+a˔+HW8+Mw+W+\R+RZ+Wv+aLM+f+h+m"+{^++qM+w$+1++]+by+lf+q+i+oxq+xP+~PS+|+%)+Q+3+ +;8++ ++*++'+++x++z+++Ml+6u+ +#++`++R+e +Ǻ+Q+ +`X+3z++i=+$++o+h+6_++ު++,`, +-+, +7),,'L,",@,:~,0G,,5?,0F+k+F,,b,J+܁$+++s8, ,V,+,'!,۸, $,",++1g+Ɗ+HC+u++\+++++[+l++++Z++}6+}++Ҩ+|+|x+M+Q+V ++&+++<++iI+L+7+e+}+++B+g+Y,,ı,W,,,,-,0,+q+ +=+v+!c+s+C+d+8+DA,, ++, +:,'g,\0,V,}P,u1,Oۣ,I,n,g,q,F1,,l^,,,Zc,,D^,?k,`R,ZB,:,5W,T,O,,z^,ަ,r,sD,l,<,:,l,V,),,L,%8,,9$,Ÿ,C-;{-F,,@- o-,,xk,Ψ,9,}b,,ʁ,.$,߹,؂j-,',љ7,,p(,T,0,,,I,D,(5,%1,?,;yH,f"!,`_,k,,Zc,U,x,rQ ,!,N,7SZ,3uO,,$,/^,,,O,K=,l7,fzB,Fь,B\,a,\,8,V,ӽ,,;,x,),B,Ī,,9,,6,g,Q,,M,,?,,(,y,(,,1,>},ƨf,ƛ,.,#,.,+}8+~($++2f++++H+2++v+M++8+@+ ++›++( +=++=++++p+ʉ+@u+ +*++ߵ+/++]+ԩ+6|++H+6+ﶡ+D|,I,5+,+lc,%,ݗ+z++qn++!+Y+ă+׳+'+1,+F+++5&+ ++%+++Z+R++++?p++`Y+=+M+++>++/1++0++a+0+C+++i+y+++x7+!+$D+-+Ĉ+_n+В+Ҙ+Ө3+o+&+4+++s+n+x+u$+J++l+N+} ++L+J+[+ǿ+Wt+餠+!w+$++g,j,,)x,&,V,,$*,!4,>,;RJ,WN,RS,8 ,,5 {,NϤ,K!,<{, ,+,, ), ,, ,2N,/ϟ,GQ,DM,-,+,A[,>,s>,m-,,OR,h,d,7,Q,,,,,* ,n,,G,_,[,{7,v(,W,Td,qq,m,Q:,4,A,v,J,,_,, +I, +K_,d,S, W, P,q,1,)B,(),<>,:,&p,%,86,6^c, Yb, S,1b,, p, ,#,{a,$,#,4,3,#(,",2e,1r,Q7,NP,i,eG,K,II,a,^8,=,W,j,{,z,v, +,0,G$,E8,[G,Y- ,C_,B,VF,T,s),o,ϻ,,l,iY,,!6k o!8S! , C 4 Ĵ!8q!)!5X! 콴 ٴ { ` ?c j   V Jj  ߴ  $ !,!_!*! n! B ! j P &  ܴ Z L 뵴 p R ᒴ 遴 簴 ٓ  ۴ 8 ㇴ S  FK KT  5 X p ~v  f - Zk "  $ 5! H! Ö D ʹ!ȴ! !2!#!=Ĵ  & n  | !J $ 0 !~! n f!ܴ!ɴ!J! !%!1f!C !3˴!?!! ! ! ʹ!+a!2[!f!] } k wŴ D  .,m ; H ܴ  o  @ P YҴ̴ b+ jq K "D[Ɇq){ôIX.s1S[F*{޴:JoDCƨN>Ǵ ״ u O 1  uJ |޴ * 0 6 ` 6 9 ' s ״ ;  :K 7 { 3) ,˧дVȴ^ +e˴h[в +sأ݀(58jiX f*_&&⍴=@t޷s@;!@[!uB!J~!t!!t!{!!T!r!Xش!m!!"!!! " +!2!""u!킴!!!!Y!!ì!5!N!!U!e&!I!S"!n!v!Y![!8!:!Y!!:9!7ٴ!j! m!{;!y!YL!R!qߴ!g!D!7!1 +!% !ƴ "$"Ĵ!!ڵ!{!W!g!!b!!!r۴!!tc!]!=j!r!!!h!x!I8!>=!M!U!0p!/ մ!@ з W 4!V!@y!"!!& ! 彴 Ĉ # ִ ! f f G ڴ  x[ [Ĵ Mô !´ ^M : m ~䘴ͱ Q f C I ^ op c̴ #  X, J q { ʴ h T S ; 6l Vʹ <ãŴVI~v9'ȴѷ=3&ǴӴ h +N2(ܱw{ٴ\N>: aߴ G a+ $´ ۹΋fvSm˴c/a/sc4Y7 7;OJ4ዴS=δ|X3Wy+fj˴˴BuI|6|vVD[$]_^7OȴdC*v2]N3#}*Pwg(pхwTؼ@~0sx;#lxcnT&g.pWSeRtgj{@`t\0-\=hB$R?1KB"G\ns^so+C"Kٴ5K8wi,y$Ѵ +˴4}Sj;Ĵy,k s&ݴXȴ d; `ڇ2fGsڬ:ƴA|9o9kдGM T( Ԛ ݴ +^k ^/  +\ ~wM|BLE4~hD_U'=~im9-#\bA!@ZoIci㘴a}(2\MдÚ>δ?v}д$aϴr*<7竴xSbrQG) +:⳴kfLܴ{L{ݒ>QN<Y$HlY6BC"Ŵ$Ņ<GN{QPjѴִTtGkO]FMEI2Ҵ:+ߴ4۴` Y~ȴ +X>2 R -5w na +O3 \೴޴*ߴɴj 5ش>uĴ/ + شC bY =  +;uܽUҴRV д p + +Y m + KܴM |<n$1XWR̴Z44Z)*y? ˴& EdѴ(/{z;d( A xߴ \ | 둴 +z P )눴dϴ + +HHs/) i Gqf ʏ C + +d  SǴ ?m v*+?+G+L+&O+++w+b+G+W+W2++%!+%%+,NJ+l+%ѩ+%+,+-+5+4+$+J_++&+(`+/6+-+4+69+=e|+1o+8?+;T+AН+?>)+Ff+H!+O+<7+C+D+L%+K;l+R+Si+[a+Mg+U'7+WI+^+\g+diV+fT+n f+=b'+EG+D+KO+M9+U8|+SR+[+K)@+S2+R9+Z+Z2+bX+bsZ+jsr+]F+eb+c+l;+m{+u+t*+|X-+j+s+r+z'+{<[++b+v+Zx+b}+c(F+k+jt+rw+r +{+l4Q+t`+u+}+|/+ +݄++z+S++p+e+x++{++%+++5+DE+ +s+]+E0+LR+PW+V+S+Z.M+]+e+[Y+b|+hiY+o:+i]+pS+v++ +Y+++k+a&+u+g+^+a++++!++:+-+6+++h+n++T+r+qS+v++g+Vp+++L5+Fr+o9+a+O+-+l+i+1+ +@++B_+=+U1+F+3s+"a+3k++}+++7++€+Ɲ+f+}k+(+C+Y/+$+1+iU+py+++g++[++++3F+$+j+S++Ŵ+'%+C+ڝ+=++]++3N+++[+++τ++++j+NX+P+++GA+.+ +7+^+n+={++]p+++ ++B+u+;+i+b+++v<+k+6+z'++HF+tE+;+X+<+)+C+x+g+u+V+I+l++s+A+;+++]I+#+N4+++"+G+\r+k+lB++P++A+q+a+TU+4+@+s+6++x+H++++~+ +DR+++e+6U++3+#+a++ȋ +%+++׮+о+Ӆ+X+nQ+ڸ+ȭ+S+|+ρ+̜++"+?8+ғ+r++١O++֠^+ڼ+ C+s++l+.+`8+ۯM+߮+"+QD+++?&+`+_R+~+C+ݝ+ +++߽+e+f+㊹+l+jl+QY+H++F++S+++ +/{+)++Zg+*++q+/++xI+`+ğ+ǖJ++h+?+l +${+5+++(+%+ʧ+T+ʼn++ +ZU+ԝ+Q+5+9S++Ա+v+`++"+he,k++ڑ,:,+׎\+ڄv++eX+ݐ+ఛ+6++(+,,!+ u+‰,;:,c +++B+o+b++ϵ+u+'+~+ +׶++ӜQ+2+ގq+3+ǘ ++]t++ԉU+++3+++^+y+++w=+a++2++s+8+ba++1+M+y,!3,;,8,,, +, o_++O+p`,K\+N+,ߩ,t,uv,V, dz,'_,o, ,,, +, +~,,, , ,V,Zw,"W=,"%,0,0 ,","%g,/y,/C?, yZ, MG,,j,3,*8,,b,"R!,",/,/",",#s,/ E,/4,@,?,R,Q ,>,=,O,N:,g,dx,},z,by,`,w,u,=B,,JIC,J,9A,Jx,KM,?NH,@,Lva,N#,YNw,Z,j +},jy,[v,],lW,o+}++iK+7+ݠ++f+?+!+fN+1++Ȕ++u+3+n+筸++D+˨+h+VE+>+W;+},,'g,++c/,9,+3,, ,,Y_,[,7B, , x, ,y,,,5,T,AN,/,, i., ,9, +k,,,w,,(,M,$,,(,6V+g+++Lb++a+*+@,D,2,,,4,4,,E++,+;++J+S++Ʌ,;,,W,S&+3++B+c7, Q, Fu,G,#+, c, ),Cv, g,,,e, *,vr,!,us,p, +,, ,Q@+M+ݲ@++Ͻ,,p,,+a+B+G'+t,$,6," +,$0,Sk,,%,',,",-,6,8,/-,1,:X,=M, J," +,*,,f,$,&>,.,0,4,7e,@,Dr,:T,=,H0,Km,B,D,P\,SRo,G+,K[!,Wj,[r,`o,dX,so,x,id,o,q,,O>,T3,aG,gM,Y,],nT,t&,w!,E,1,(,6r,P8,,,(P,(,2,2/,',#[,0,*\,? +,?:,N=,N7,<8,3,J,>,,,T,@+Ԩ+j+K*oV,"+,ۃ,'Pm+W+"4o +j-h<7!,`,` ,x],x,[E,L ,q%,]NK,-,Y,o,8,r,s,|,l,-+:,5+S+n$̝8(ͬ*:,A#,+}c,Q+*a{ +-! q p rδ A 0 n f´ :´ @w  ^ =: u ״zgk۴k}56+ /ƴyϴ^`qYrBAaS H W״gѴ3N-]4ȴ蘴 i״x>r,`д)"1dişoߴJ;N7 s7KC hFFB ξN S-MGY ї8:zE+6ĴT_Q 8:Ǵ +JmL|7'ٴ,*J̴ן&o9M閴_޴0}ٴU_߄iOPkt?R,$Ãδ>޴Hxeߴ:6#ԴMhc9WTN '5%S7z#$8f'ô Oϴ軴7F"dC۴ʹϴba]T<:z$`̴q<&RBƴf; xO8ܴ.kS?BG5Eʒjs@:.%Ӵo d[!Qap#w|+ Ny3մAݴafw !FA@'Di%2ꗴw~ݴ\.fdwZB\EB̴_w.'ϴCTN +evn}s!$a9bAO+$U@EQ ˴ƹO޴B'Cд/9*Y]Kش q<ͨ=LuS0Դ^v1QQ'rb.,g9д54rA1Bp,ʹ۴mM? ?dne3R<mHߴph% bĴp:A잴Md۴t}O(M&ܴ +s´0uôOq&>0}rG^G {ϴQ`ɴC*ƴ_wuP:V6Q>-[)5=X0}X\^2 UtSI뻴 6F=^弴4Fkôܴ?3q3sXKz~@n+9F^n_WPE{5r4*H̴\ɴ#$腴$˴Qvp)Iд}}ƴHдaqҴV)3ٴVRu5ɴr*YܕYh?QmwQ ۴MNj +ݴ6bΆ;y겴{ɴT#ǴKٴhʹ۴ ꓴ}o״Y  DP c {J  6 + ܋ n +? +k״(G , ,ʴ { ' E} +U +L a : + #sYU\C}ʴӃ8 YO1_ôb0HB辴x0ʹeLx 4 ϻoʹ ̓ p ~ ) < H Mb Qvƚ V Ŵ ~ + K 0 y @M ~ +頴DL4 s{GmU g!ft;:e%7޴ lj״ +sᦴB o+`g-uGoE-2;ڦZK;:9ꃴ^aCi3: ´dE +Nt(AzQppTW#:<)[}fȸUW8ݴ,ݴI !ʴ4fQf|mjZ3Z:|bq`ʹ뫴^Ku5'մɴ8{kشZb +Դfٴ>ɴ6?̴Ċcx#7g=60S(ʴ"πT1Q!R<=@g~4P ף } Z}-f V t ״ j  ȴ + +2 T +Ѵ . cܴ F = +{ +Ec +-tHf_/~^rԴĴݴJŴɴR P |뇴 "J~]~δ +! mĴaD]#~,B#lp * +: +4  X +! DjѵS +ɴV9k -#F#m #.xɴo D#r"#U"A-)-#2-C. --/-`5-X-W-y-QV<-J-pW-h]B---)-#e- -e-[-]-C X-...7.0- -ؒ.!f--Н-c--.L.͝.*A.#. ~6.]l.A..c.Z[.H;.{.R.J<.qŃ.h].h..;.%. +.zv.ݻ..Cd.<.`$`.W8.5 ..9.O.G..w[.@..nQ.eJ.^9.0--f.---t-J-޻-3k-ԑ-G.+J. -<-2?.VI.5|-#-jt-8-_--D--O-ڥ-j--`-+---.''.!H.@5.8.%.:.1.*.\Jf.S +.|].r..K.Cp.iV.`O.. +P.$j9.v.p-B ...-t- ---k-֊-c--G-ƌ-3-w-n-4--f-^u-,-|+-"-9--ލ-a--9a-N-q-j. g.-]-6+.-S. .V.76.0X.H.u.)."A-c-̠-1-T--5-f-..|.Y.%--.0. +y-V(-O{-s-kf-H-A-c5a-[d---€-T--x?-Zq--;;-5y-S-L-/i-*Y*-F+-?-o-g--G-(-_N-Xsp-}8-t-{--̡M-Ʈ-\-/2-EK--A-+.--~-:L--@-M--N--v-:-T-$-`-I-t-yU-R--ҋ-?...t..9..1Q.?2.Ȃ/W.Hd/'/ HM.).Q/f/..M..".*@.9...ܿJ.q}.Cl. .f.Ğ(..౿/'j>/!K/>s/7/ǂ///ص/L/F//v///X/Wv/Ѧ/F/|/Ț//v/R/..R$.I.pB.fT.A>.: .]t3.T[.J.6.ӹ..}b.r&.x..2.+w.L.C.$g.=.;.4[i.i._`..;#.V.M.t.j..և.=.N.K.9.M.{.+.pc/.tZ.i.͹l./J.M.-..&..!..Yp..^.Y(.O.װ.?.S..ƪ...-X.&/. .x..WO.EB.=.an.Xa!.6...O.G".N:-.s. --..X.(E."$.@+.9سT=2M:OZ|iA! 92qo"L21pà{Х.wUH?̳Oi+=^lJTƲ3\Ƴ$74w1e(:{$L[[O ,vFλ"_YL̳bnó蔳q"൳ţ޳i}ޜ 쓳-G~ zj/ +PCpRpB߂aDo)pO9GD7牳wt ׳ +~}{'G0VayCesj22W3T2372lE2ń32 +3V%33_33 3j3Re3B 1iԱ.2e2t3~вL#2Rf13K3-%3332왫33^C434`4N 4BQa4344n4'64};4u444e24WA4^433|B4!4K3q343O4I4=4fJ4o4/Ϋ4"L4_~e4P8Ě0t`tU[Unf2^g23@3$GF2/13-2גu ex񲿪 +.M=βۑ @2 2akD4D?2i1#333ގ33o}3QS3[344 N4D7453%34(&4T:31P33P322\t3^3@L3 3|44H3R3Q33ۏ+_xj5 4e:mj2 Wճ&~FϴVJf-3R3m:+ҳ&?+SE^ +7ʻ&LSz*T;Si 뇳bf-ⳗy$^ײƻ7LW:vӌ$?+ݺ+#e7ʹ 4nĈmx<޳YܳM7k̴iִq +-0ِo\k3{ϳ@uG)A፨rs˚f j +ʳݓg p~eeG0נK8cd%=-tVAA0M]\#̳$j\y5`DmzHFaȼ 2NcTWSb鳒IPp 0-xM4`2SVk1h,SJ0䱇]3123v/3V;22r35d"3#OowDSS)npo4ZRi%%#6?fwEׄEʳS2dzƬ쳨sUDĕBS bb~4c-pճ#Q~w6t"L FbE`2g1QVB2i +2b-2)2-0=♲IoMZڳ'rl\)1?~kZ1+eb4K.44`4Q4)4v4Ձ45 55( G5 j/54[t5 +5a4R4m044P47444x4s_4u5 +J5Z44@44|5E5=@5h4z5]n535+_5TW5J5055>!50"5xW5m5 +.5׹5$,5s5A&585Y25 5/r75'5b5X5s5}[5N-5D5r?5f|/4wg4fH"4m.44Ws4Ir4x4~44c4444~4$44<+4.{4mߔ4] [4 g(4n4N_44A'44x?4444sZ4a49554j553M44s5[5{5<[525\4v5Q~5*_5"%w5Hm5>e40r4"54544\4裔4p55545,465 +5W5#55055ԟ85̓555þ5w556 SK6ߵ5V5n6"55j5j5*5T556555l5g55555A+55q6"668j61c66O6+ +6$i6QP6I6l86cj6Bel6:%.6ZU6R6 f6665u5s#636 +T#636,B+6I6B6%L6 6:^63z55t55o5j*5^E5m55!5+5"X5j55n55>5Tm5J5w5lf5?565`c#5V555O!5M55|5y.5F55G56v65 q57g5555瑂6g6z6,26%j46 +t6S66*v5\55݊5Ҹ5(5ׂ5e55,F56M6 +G5f56'5!43424$A3k'3GC41q4 +)4b*4Rg344Q4D\46+4wH4eC393t3 433 3v33^4'4 >4VX4GB4 14S)49\4*644M$434&l4n44Sx444널56=5 d4ވ4ѷ5i[44*_4z@4][474h4X4ag4!464Z\44 4*4F4a24Z3]13>3&3 v3 p33g3f3˄30C44LA33s4@3kq2̫62'3E3*2V1d3EH2W~33~3]313w3[f33844J04<4~@s4lŒ4.4 _4\4N4x4-4e=4| 4!5444w<44 4B#45T43z4+F4"l4u4f4y404\u4So445-C5%C5K5AYk55575.r5m5a555W K5L5z5n5 m5?5%54C4q5d5F(5BF,595b5X"K5/H5'E5MS5D,55255ޗ55+5ߝ55U55h50Q5555ѭ 5w5{5h5R5pS5d5#555i5Ä5x(5/55Q54G +45ȁ5;R4e{4@4$f4 Z555;$52x55 Χ5+֭5%I44B44444455f5!55)o5Q4MV5"/55[ D5R;b5~k5ui5J(5C95mG}5f)+55z5'5|55M5t5†5>5;:5a4q5^5:5;&5^5a(5o515555"55qc,Ղ,Ĥ,lK,,ܚ,S,c,'B,t,,,b,,P,3,,G,,,=D,ȹ,,,!,S\,,p,,&,, +,9,,5,E,7,ɸ,ŏI,/,$9-uQ--;--,,Ì- jL-,N,MW,֘ +,҆,H,,,!,j,2-ܔ-)J,,⇍,,,y,~ +y,,_,},|,qm,H,,,$k,,,,Ye,,}-,~w,,M,xX,`S,d^,m,s,,,?,%,,,,N, , 6, ,(A,צ,,hy,l,ߚ,`,},`E,V,w-&,J,},ͱ{,-,,,R, ,I,g-{- +b,----%B- .-9-4\z-7-x-/F-*-Q-K&-l-e[-EQ-@"-^-X--|-&-#b-$- 8- q-su-;}-80-T+h-P-55-4f-Nr-N--ȷ--0-)-6 -PS-`E-TU-j------c,Tv,',מ,,^,m,C,->- 7-j-:,>,+-ə-,gb+,l +ݬ,A?4,%+^,+j06wѬk?\E-?<-BQ-l=-q?-;-#S-i+-MQy--- -Z--E-p->-],`,Qe-k,\1ح߬/-@ȗ,~6-z,rZ3/-NŸ-f-{7-Qi--M--B-B---ٌ-Ɵy--,,. O-- +-˜q-V-10-ڷ,-u. Z-%N. . .3(.}.,xO.Fг.X4-.. .).]o.1+.B.]>.9 +.Ta.g/..sZ...&.H<.aa.{9...xذ..90.A-.S.&.Q.-..ЉK.jI/y-/-L5.x.-跒-.^.f.7C.< .e.lU.9QW.*.h.WC -m-*--smK+щ. +S-.2-\+ɻ,<ڭf.^R..A\.a...i..܃./t/ ;.{c.!/ /RN.e.GF.&.S-`㭪-r~;.M.q.-G.C.T.QA,\Z-ww-C.`.-2-Y-F-PE-u].*.͞.).%ǘ. . .#۔.#-Ќy-m--b-'A-U9-.j. -y.J.%s.)..e.1 +.;.B.?L.`.^B.>d^.?G.].`}.2..C.e..R.r--. +. q.t..$9.7r.'xb.6x.J.^€.J.bB.x4D..'R.>>.O.l.Z8X.z..1.. +x.L.a...i .s.vE.U".^&..B.ӯ..0U...,n. H. /6/ 8/!.o..F?/ 6/q/Ov/_/6H//+/7u/Q4/CG/^L2/m/.Y.4a..N..k.J$.0.$//}/ %//& /4/$[/5X/E/[T/"a/'/>;/En//7~/9/Of/\ӳ/^/h>_/? /d$/u1/N//&G/Ga/X/n//nYC/#//u9//b/-/M/U//^/߿/*/{s/&/;"/-p/Df/S_/oxU/JY1/cK/t؏/c/2 ///./_:/~J///V/L//b`/±//v://p/B/Rt/}0N/o/*//H/[/p/ܙ/g/ /x/_0 C090V0`0(aU/0d0 >0B0E0=0(L08Fd0 K00409U0J]0A0S0\0n.?p...ۼ.I/..X/.ِ.І/ u/'/Ň/#"v/1/Ga".U///$Z//?/3'/?0/5/Hi/]df/r/Y/h;i/?//)W/@LX/O /j6P/X/r(V/f//{%/;/e/VM/;//1#/%O/҄////:/x//"+///O//ܳ/0:0/%ͷ/)/I`/N/(t/t/L)o/AE/r{/w/vK/ j/u/i// +/ R.2/-// '.qM-q.P.]X/Rɾ/.[/}\4/U/b.61.o/ռ.u//m//Λ/Z/5/H/Š5//0 +0 /f0/▬0 0͋/Q/o/W//D./o26/E/ϻ/%:/[i/ع//E#//s5/v/@/D/\/l/0)0Ũ0W0 T}0X0$K0M#0&ܟ020?0a0400$0t0<0,90202W0d0_ T0d0.20=0H0XV0L0Z70hQ0v,K0d(K0tk0'U0`000q0L0f0q{0A0F10yx$0~[0;0A00Yh0{[0%90K0q0000 #06_0^]0S0 /40^0 /ƉC///q 0/00C0-0X/nz0/W0 0|#0Ϳ00u`0h 0F0|Ў0=00 00b0ќ00g0WO#0@0iT0Q0#R0څ0300yI0`0H0jNC0Bԃ010Mu0,,m =⫴nLܴO +AA9h2 )W; Xٴ x%˴۴x-vI~?P_³S`: OL Ƴqan?襳ܟ䌳Uڳ _ +\S̳8%lwߖKG *  ٽ ߪp(KѴ16SЮA Ŵ ŴŴ ' F?x@+~)ƨ OSW\~&*2Y[D#T˳[b|׳sOEI􄻳*# %ڳrBA=T'7ֳSЍʑ߳EUحDNmgѼbӳ֔óa-5ʃ f@R}Kǹ5̳xejJfht=6,hB.ֳPNWY$ +ɸv\ʳq N[_ܳd +󜳌td+a(^+ +ֲї2)I+!r粯 +'ܘ~׷y^4=C볮'㳛AI];޳Tó腳uSdCb쳃۳^^9v/ﳃjV)G(t-[xԳ0ʗsIϲs:M1 2@:d498uﲹֱ 1r2/g023 03i~3%3Q3j3d:Oʹng.RrQH "4zʹ<(Јȇ&PfuiN݊% iV>4)^"1ϱê(gc²t4ﳎ2ڳسNk[ᳳ߰ +1U'J1J*qFZw0XI vq99*a2?eNаE鐔 im w82M#+"B"!:= FO"!V"N!G޳\߳mA9Z9Eͦtnn8Ƴq U" B"xg V,T糁aȱ"r["y;'}SYvӳHU  ϧ9/в~Pb1#23'q вv'lX1k޲Gm%2?r3GM23/\q33,h3w3-342>\3 *3J33p?3a3䙓4׸3ɦ4 +4%j4U47s4e4l413 444B4kx4?s34[44|4 +44·4<4o48G5B52}|2EU3?3UE26>\3D +2f3?D3Ӗ4#14-~3ʎ-3<4'4K>uN`Xȴ"z/޴#.8L36"32* +2[سH4t144l44{ t4\h4~4Q4<74K5Q54(h45U5tP4">134z4 [Ӵͮ0 Z4׿4dt44w3>%"34X YS1Z߰ی2ĝ2|ul`2֢2n)3D33;33Ԝ3'R3#ti3q3'쑾͏2kSl2젱~G022p3&`33$f3+33NkA3vY3333"4B4b3:3۾4w4j4M4K4c44M*S4S-4^4U3\K3n4$n 42}4 44Fc4be4`\M4t44p4ph4i4<4͇1"23۰3V&33R3E3! +3S3‘343&3/D4 4=4i3r3G434.[4 4B4]4A4J#D4/ 4M}44$4W<4=y5Ǟ4;U4_:844g4H4*464m474v495 W4Ԑ5l5!,5444+ 4D]4G5x4n5 &"556d5%)g5?n5UN5t5^5K5*5A:5'57{5W+}5j5[5v5N5$55555I!5j5F5/-5't5S5@5Ӷ5J 5fg55;556I6x5K_55M5)f5v556<66m65^6,w66"!66{6?5C35I5w)5~v5H5:B5|^5lS55F5ݾ5ab5۱555`5!#45O_J5 4wG4+3E+D5ok5P +555t41RE574|5j56 6V55D6 `6P^6( 6* c6D|6Fii6'6C6B68n5 5g5Q5S5p~5=555656)FB6 g5/5r55]T5h6 6E6)y66-6:6LO65a6H6U>6k6[6n6 ?626<%6I6\-d6kJ6U6^C6wG6Ws66E6A6؃6)6 6.6O6z666f46W6 6g62$666^6>66O6׊66y)6D6ϡ6E6Ԅ6V6k=6U6Ճn6r6t66r6W666de6e-6!6[6_76U n6I6r76m_6_6?r6w66U6V66CL6*6^6Ds6a5 +6 K5vv6{6]wH66y6816 +16P16! 6^6 6^6@.6[66ƛL6666>6w6x66ަ6ǀ6C6b6[6*6i 67V6T6M6O6u6qd6A6|6b׬66u)+@)a)ɍW)5))E/))Z))Ͼ)p)ީ)q)))Ć)ƶ;))9)n)ߟ)،)ɣ)&)))l)Q)/)2))%**nR* +W* %}* *x*O*!oa* +*T* *;*~**?**`*9*#*%***'r*)P*-C*9b*Fm*T9+*/MT*1x*;B*>'#*3r*5*@lI*B*I +*K*W +*YB*N.*Pde*\j*^*e*hh*uqU*x*k*n^*{*~***r *K* *5** *m*5*j^*s*h*υ*S****s'**ш*,k*a*+6+#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#*#)###"X#'#&˴# ####~J#k#L##ô##%#$ʹ#O#*##Դ#"###(#F# +# # .##˴# +# #~J# Ҵ#~J#~J#:#4""*#~J#~J#~J#~J" ""J"A#p#""#y""(""""p"E"뙴"ʹ"R"ݭ#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J"~#~J"#~J#~J#~J#~J#~J"#~J"/"z"'"D"Ӵ"t"4""ʹ""""+"""""#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J""A""q""ʴ"}"z"rM"n?#~J"WH"iѴ"f"RĴ"O.#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J"@ϴ#~J"&δ";z"6b"!]"#~J#~J#~J#~J"Z!!:!I#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J!ȼ!!}*@F*L;*Mk*Am0*B*Oi|*PM*Z*\*j. *l*^8*_*m*o*q*sI*s*(*u*xC*ep**h*߁**$*E*** *zr*|***~s*!V*L**r*$*iX**/*<7*[**C*E$*R.t*Sh*F%D*G*T-*U#*a7*b*q *ri*c©*d{*sr*uw*G<*H*Vq1*W<%*IB*IȰ*W*X}2*eE*f*v -*wf*gp*h*w*x*** +* *t**r*$*5*G*j* **=****-i**N*i***.x*Yk**s**s*?**w)6)u)')p)ߘ)ߠd)")*(*Qj* `G* *j>*r* * 8)ߌ9)\))d]))ެ)/)*j*S * * *+$** o* 5}*D^*y*"ܱ*#***#> +*#O*/1*/s**J*XD*YM*J*Jٛ*Y*Y*h*h*y*y6*i8*i_*y*y*Jܟ*J*YW*Y*J*JL?*Yi4*Y:*ig *iQ&*z*y>*i*h*y*yg5*H***…**Ź*B* ;*<**}S*ɀ**** *̇*** E*u*y***ܴ*Ҧ*,_*"y***l*i*I*In*Xa*X2*H*H0*W*V߀*h_>*g*xI*x`*g.*fl*w*v*Gn*F*V?*U(J*E#*D*T((*Sg*e*d*u*ty*c*bZ*s*r*<**|**Z**"*A*P*>****)x*|***2***ʲ*3*{***ջ*ps*l*%*A**YH*/*^*+**IC**w2**W*t**ַ****p**^*t**)*}r**U*M*,Q***ÿ*o;*+n**.*ȁ*ǽ***Q* * )*؏*ڲ**D*%***~*W**S*ѿ*ܺ#*ޥ2*qD**sM*#**"**;)**p*F*0*u**a*~A*sO*PC**p*`* +**)*"* *Tc*d*f*ō*EC*Y*]*l**/R*|*(*X +*/*}p*6**Ћ *րT**f**]**?*a**)*a*+0**ɖ+j+?*C**z*/*h*%*ݝ*ꗓ*M**,+z+h*Z*=+W+Iq*\*5+U++++Bm+ + + ++{+w+v++&+Q+y+ +a+ $+$++ L+`h+M+"+h+s]+[+a+++h+;+%+'f1+ {I+"+)1+*+.[+0VT+9#+2;z+4 +;+=+#+%+,+.+&v +'+/+0+5+7_v+?N+A+8+:R+B+D++e+a~+O+ 2+ a+(++++ +!G+sK+D+"f+"+ ++ (++=5+ + 0++9++ +#+$g+7+!+%+%z+(+*$+2+3G++ ++++4X+5N+;+<+EZ+F +=+?+G+I +,+-g+6, +6l+. Q+.+7+8'+?+@+J+Je+Ai+B#+K+L1-*H *q***բ**:*aU*Čm***t*10*[*ѿ*(***p *fH*܅**D<* +%*l0*bX***>**:*э*)*ޗ*B*X*r****=*+:+**M++.*,g*!****޴w* *x*d*XV+:g+3***++R*Xt*c*D*N*|**V*6*ĩ*9*1\*й*ð**'*{*K*K*-*Y*ȫ*S**Z*V**ζ ***&*+**Q*ҧ**H*7*q*D*j*k*+m+h*)*X+ +*۬b*ھS*<2*>!*ٵ*ؓE*#**hU*Y+++*+*+"+7}+ q$+ ++j+ + ++/+:E++eE+%|+&>++^+&y\+&C+ 9+ +F+>+ + NJ+"P++++&+&b++p+&}+&E+/ +/n+8+8+/+/Ѫ+97+9^ +Bz+B+L+MO+C+CB+MX"+M~+/+/+9i+9[+/H+/po+93+8+CM+C=>+Mw+Mv.+CC+B+ME+L+ x+ 4++T+ + X++i+'3+ȓ+%+%-+U)+?+%+${+ +Ͻ+ +5K+O+2s+ +$+{G+"+1"+*+#+#!+++"QU+!lc+/+.+8+8"$+.*+-+7+6+Bg+A+L+Lm+ASJ+@+Kf/+JK+,݇+,+60+5Zp++6m+*B4+4l+3hq+?ֈ+>+I"+H&+=+<+G+F#!# ʴ### "#P###g#K##y## ###H##"#Z# #{##Ĵ# -# >##}# # +δ#Ŵ#д"N""A"""=""g"#"榴"δ"٪"˴""j"}"!"""젴"D"{"|"j"Ꮄ"""ٴ""""a#˴#Q####մ#L#0## +9# "ٴ"a##r"" #####S##i###"m"#8#""<"""t"膴"%"}"ݴ"Q"#"""͵"" "s"""e"t"ܴ""^":"䢴""9"ƴ"F"׋""ɢ"!"״"""""Ǵ"Ҵ"i"Z"2"""S"*""G"h"f"G"Ӵ"""6"""\""V"A"/"_"̴"T"״"w"th"""qW"n`"b"]"K"Ga"Z,"W"C"?"_"|"jݴ"h"zѴ"x"f"d "S"P";ڴ"8"NU"L"5"1"""""A"0""5""Ĵ"'""""m"K"O"ߴ"*"""@"""""":""r"""v"u"aL"^v"s"q"\"Z"I´"Gs".",S"Eɴ"C"*Ǵ"(r"p"oi"YH"W"n"m"V"UF"A"@"&"%P">"="#""#ִ#########T""#D#+""i######E##-#<#L"{"##"Ӵ""ٴ""G""q"K"̴"㮴"֐"8"Ȕ"Y""""˴"h""㸴"ִ""""[""""""C"֦"M"|#h#ɴ##˴##u#,##0#"p"д##Z"J"մ##l#7##ٴ##### j","# +# +"#P"""մ"Y"""-"戴""ז" "ɖ"D""."ʗ"ȴ""o""1""萴"`""״"ˋ"P"ٴ""+"a""P""z""Ѵ"("""""x";""*""Ĵ"޴"״" "*""Q"˴"""" "X""J""lҴ"l "Tp"S"ks"k"Se"S"M"?ڴ"#C"$״"p"qʴ"Y6"Zr"sc"u"["]"AĴ"C"&i"("E4"Fʹ")"+ݴ"0ٴ",ʴ""ٴ")"%"ϴ" !!!ϴ!!!!!ˮ"!I""!""-!Ӵ!!!Դ!ߴ!!Ӵ!(!v!!!!!!!C!!!p!i!G!@!d!]b!8!1G!!-!~A!wo!!´!qo!l(!Ul!M!)! !G{!B;!!I"h"ݴ!V!'"" ;!@!e!ג!ٴ!!'!!͒!x!" "!춴!""!h!糴!˖!ȴ!A!m!6!!L!x!z!ʹ!hմ!e +!!!a9!^J!""!!䋴""4!㤴!!z!…!Y!д!!D!G!v"ȴ" !⼴!Դ""z!_!]!!,! ![!v!;!!3!y!w޴!N!M!v!!uz!L!KN! ʹ!ش !! d {!u&!u^!J!K!u!v!K!Lδ!!E Y!!! +""![!@"s"!!{!!p!!D!)!մ!b!j" +" !Ҵ!홴"$"!!ִ!Դ!̠!?!ݴ!΃!k!!ô!x!zy!N1!P&!|k!!Rr!U1!!" 颴 {!%P!(; | !V!!X!\!v!!_!c!+ܴ!/< !2!7" 6! }r {ٴ t z x˴ C A L  @( ?;  Z ~ w x . մ yд {j > ? s ?ٴ A; `մ96ZX~q=9ɴ75ɴ3̴R.}~ +=5g6e37:[뚴h Q }  +  @ BO E " f H K + + ٴ * 0  N^ S5 $  W ]B  #~ǑӴљ>(@ϴDJoĴUc@NVir ]cW#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J+C.+M+EI+GJ+ONU+Qj +WS+a+Y+[+dR+f+I1+J+Sj+UM+L;+NB+WI+X&+]+_m+h+jR+aЎ+cT+lw+n+lv+w6+oQt+q+z+}.+!+v++~++t+v=+++xI++z1++++b+<+ ++ +6E+KR+OY+Q+ZG+[+RQ+Sp+]+^,+e,"+fl+pf+q+h+i@+sb+t+Tqz+US+_9+`&+V+V+`+a+jY+kPi+u?+vt+l$+l+wa+xf+{+}+w++ ++5++?Z+++K+6v++q+ +ˁ+,+S++h+f+%++A+%+Y+u+y+T++++9w+++`+ +{+z%++ +VD+n+++Y++0++Z++++}+jV+ +/+B+ +ʦ+++KT+*+um+1+n++Q+j+^+++#++Æ+C+++T+ +Q+C+>++J]+!+++X+k++ߜ+++b+++(+7++v+ ++b++B?+g+}+:+X+++ɭ++n+l+++a+++ǁ+Ȉ+g+ʒ+f++: ++G++FW++@v+)+kJ++ʫT++DT+~U+S+p+W@+W+b'Z+b+W+X>+b+cJ+me+mR+x+yi+n+nB+y+yٖ+X+X.+c+b+W+W}+b+bV+nF+n(+yڍ+y+m +m+yo.+yG+q+]++c+Ϥ++s+$+:+ +<;+u+1p+@m+++3+˗++++i++v+:+p++{+++E++W ++Vz+aU+a@^+U+U+`+_+l+lXG+xs+ws+k{+j+v=+u_+T+S+^+]+Q+P+\j+["+i+hv!+tN+s+g-+e+r;+p+w+%+"+#+HQ+2+@++M-++++Y++++,++I+\+}+{+i+++U+8|+l++Q+2+++e+n+E+ f+)++1+/b+a++-+zg+y+>+5++++++gv+Fz+V+_+,+++3+} +Q++q+ ++ϻ++,+f++Ę-+ē>+j+C+q+2+/+ʞ{++x+_7+)+@++,++ڢ+iU+$,+ɒg+B+@\++/+j+|+x+:++8*+L+++k+*+4+.++1+a3+t+z+"+ݱ++++͓+j+*+xX+wY+x+&+^K+-I++Z@+c++s+a+֐++S++`+ƀ+#++Ō+ć:++L+'+ѝ+&+P++UY+؜++nj+A+y++%+X+++Ƿ1+Ϡ<++MG+Ɇ+0+х+@?+̲+ _++(+++J+:+݈+'+@{+躳+뾩+,, +l+C+++_+++&,, ,k,(,,,, C, ,+4+2+QA+Dx++Ѥ++ن+)++!++++V+뎚+l+_3+Ռ+5+z+m++ٍ6+#z++q++}++C+=+n+R,,N+}+],,|, +, w,),, , ],,'+u+,&F,+qb+ݡ,*+Q, R9, +t,b,h, 7,,8%,g,,*B,@-,U<,`,t, Q,/;,3,#K,%,8Px,<(,H#,O,j`,te`,UrZ,[9,},@,{ ,H),,6,h,R,Q,i,,,W,',R,=,#,mB,.,- /-qY,-/-^-&,'q,)vT,?\b,A,*Q,*x,CW,C,`(,d,,,fD,h >,W=,,),(,CwZ,A,&p,#s,?a#,;,h ,f{,,JD,clp,^,,,,,ҽ,&,4,9,U,#-- - RP-/*o-6}V-p-`,-.-CN-C-t-u-B-?qZ+9U+++~+lA+++K+9w+?++|>+!I+ +++/+o+?++Ξ#+ͼ++ԡ+ۖ+9 ++8M+X6+ս+q+z+ۨ+&++BG+,w+k++++E1,,,, ,?W+, +[O,d+O+䶯+++*+߹2+-+*+~+s,l+<+~+++}r++E+Ѷ+Г++ɰ`+l+@++Ը++?v+g:+N+֯X+8-+ȋ+W++^++ĸ+ʎ+:+ +ϗO+׫+҉+T+ +P+H9+ +l+L+G+>+]j+ן+ۼ+ٌ+++~i+R+f+ہ+`+]+/+ԨQ+׫++b+4+Ը]+ӎ++++m+ՍI+PB+h+l, :,CG,7O,2t,ް,,,,,%,YY,R,>,_,J,Ai,v,jO,PQ, lR,o,0G,,,}, *,8:,.!,]O,P,%|,o,C ,7,+,&,\6,tL, +,,2,^-- -W-:\-31-S,-+J;-!°,$,@,˗,,p,^r,G?,7,H ,O-F- $,,-,]9++@, ++b+D+L+f+ +,, ,+,|,+,k, +++]+'+u+(++ +0+Y+,T+R+#,+ ++w ,Mˬ,=,!,i,/Cd,";,U,Bd{,,j,,Z,g",pU,7,,, <0,1,#N,CK+5,, ,X,D1?,4,qCH,2k,#,X,B&#~J7#~Jh(}I#~J@#~JQ´q?*  +e#)5,ƴo `4 NRڴE!{쟴#~Jh#~J;kdɴ#~J#~J#~J#~J2ϴ ʴSŴkXSoF/5 +P1w֗|fNCуJȴvմmP9O)ఴ ̛e^~QYTe R˴v|]) մpct ٴ*մZ;M;0 :zGy7j6dىשpk;Ej9gZ672#:>ϴhkĴnjr[RiWӴ[ݴa.i{ ^ˆjp|ӴK.&62]ԪWDhMI#bU!ZRHzӴ Դдl5)ܴd4q1 +z|74*ڴ8Hh̩TߴbδS޴m|{p(j޴Ehi6S }yTٴhkp|upWZ"QѴ+Dw{ܴVg9$*v2m=p  !/z # .9 l2ߴ0);{K]մNnʘu?S' lkܴK?VfִgŴzP9?8NP;^ִq'㏴ʹ #u<_WJ/P|KLb5#~J#~J#~J#~Jƴ#~J"#~J#~J#~J#~J#~Jv1#~J_y} o_BK{ El$lW_#~J#~J#~J#~J#~J)*#~Jzߴ#~J#~J#~J#~J#~JǴ#~Jr +X´0V tY_bܴ7ٴY:%[Ӵq aS ⎴ӦD:8Tٴ0+wิKbHԴشJQU%˴.4J5@Pc=޴aԗƴ˩Τ涴Yϴ"m  ؿ",S$P#~J#~J#~J#~J#~J#~JQn#~J#~J#~J#~J#~J{ʹ  o#g,-w մ jV A~ +tq  #~J#~J#~J#~J Uj'\#~J#~J#~J#~J%'ЫnySi + 톳$ϳלSJπpaWlPNL< p !N qȴzrV{Hi1澴# t t^e " #Sj~rTJ>_9Dl?ƨ׷3Z ϳx yW󖢳A$Vʳw賰ֿh>/_ŴlyI}bCz1ߴ+ ȴe3ɴL+ZAϱ +fu])2FlʴD.1ϞN3Ozhjܴ43^h%lvCܴ0CŴod]/n| 84!=vNPIArd!=žYnY +ʹY̴ʴ;rZb}41ȴ;[|(ZQ´ôoӴ,H8zԴԴ`255n+ҴF'BC N?6 *l ) ɴs +\ E(p(TApϴ md.s <ִ N|@GLlE@(Pi@;̳~FeE0˳& b^ +- '-juP*<Ӄ*LK*J*;D*91*I *GF*[r*Yb}*j*h;*W*U{*f*d*G*N*)*9o*~5*},*T*b **M*{****f*k'*{M*yTi*a3*R*wCX*u*7C***s*D**CP**V*uG*7'*61*Eu*C*4aH*2*A@*?*S*Q8*b?*`~*Ox*My3*^u*\!*0*.*=/*;e*,**x*95G*6*K>*H*Y(*WE*F*D."*T.*R%&*r@*p*x**n*k*~b*{*"*c**** *%*U*i #*fce*y+*vT*c{*` *si*pk****bg**b**))V))6b)O){)›r)))/)4))F)h)A)))v)B)) )J)R))~y)Ɉ3)ܼ)ى8)Ɔ)z)I)")M):*aa*)ʛ)q**H**)**-* Q* h*,*S) + )`*8)`)G)Q))* **`*3*+*** ))w))-)H))A )K)c$)B8)ϥ)C))$)K)a )ʣ))N.)I)/)X{)<))))ck)~)Y3)C)))0))=!)+)9)؊)i):O)0I*N)A* }?* 1))Y)*+*))3))B)Z)yw))Ԧl)/)m*%G))C)).)*(V*&)Z*4@*2S*#*!*/*-~*A*?0N*O}*LX*o*;n&*^*[*m[*j9*X$*U*g%*cƨ*}|p*z r*8*k_*v*s3***R*N*`v-*]y*K*Hx*YQ*V2*o*l**{O*hZc*dI*w?*sŷ**R=* * 8**I*V*)*,9h*)Z*8a*5L!*&t*#u*2-S*/K* * &**c*v**J* zh* **+*(*:**%g*"(7*E2*A,*R*O9*>*;#*Ku*G}*`ٌ*]*o*kC*Y)*UC +*gzu*cK`*7*4F*D6G*@*0 *-RH*<*9 #*QSu*M\A*_#*Z*I^*E[F*V*R>**D***{***y;*1*^*ʧC*hC**ʛ**Ƨ*t*(*(I*;*̲*`*P**bV**%*Ð*X*>**(-*Wa**\*0*ԕ*G** *x*^+w]*P8*TT*O*)*J*u**Tx*܅** 2*ڞ*ءy**5*Z**͒**_*F*2*Z*4**m**Z***A*Ww*tg*l***y*h|**B*bC*m**t*z*r*?*cZ*="**d**ã*/i***֎*f*~***k*z*v*)H*}*s**M**C*4*a*w***x*{*** ***m*ѩ* *1+ +"+e+s+6 +9+ + +++ s+g+z+i+G++.u++ e+ ++++ [+t+P+d+R+{r++q+h++)8+(+2Mj+1R+&+%+/ժ+.y+;+:k+Eb+DP+9+7E+Bw+A ++$HB+"+- +++!]A++)+(CZ+6+4w+?i+=+2\+00+;+9/**G++RZ**+ޡ+^+C+ Š++}d+ 98+ $++!**׺+7*p*.*=*(*++D+^+ +++ + ++U+y'+&+$!++8+"ؠ+ +/%+-9E+8$+54++:+)*+3+1++++(+X++++' +b+$+/gC+-+"+ K+*+(;%*?*0*tR*bp*7*5M*E**9*g*q*D**p*9*."*)f******nC*"n*R****Gk**R** *\*=M***W***&***q*X**ԝl*d****#5*%*U*,**^**6***T*aS*gD**N*z**t*vx*q***T*ϖ*8**C*)*ͳ***mw*h*|*w*dT*_6*rh*m˓***H*~x**|vH**܍*|4** * +*S*A**5*!*}***Y*+q*ts** *W*)*q**ΰ*Ɋ*;*F*y*c*E*****K*`**XA**೘*C*9+*+&*}++t*,*D+ư+"*Q*6r** *қ*Q*1*L(*K*A*(*?*)E***++ ؗ+Y+]+ ++uA+V+ji+\+1+%+#)1+++ ++4+3+ K+ ++F*+/+w+O+n+/+q3+Ͽ+ (++2*@ +*ǂ7*Z|*]*ú*L*Vg*E*/*ݏ*훹*.*EU***Y**1D*+* *I*Z*R**В**U*AJ*֏*ǹk*?^*ԉ**0*++v**)*$*a+ xE+++ {++<1+ +01+>R*5*7 *l*Y*,*V*;*Tn**8C+E+DG**;*x*XY###d#'#B#C#۴## D# #N#!# # ##˴## #p#Q#!#"#o#Z#P#Z#####P#b""M"V"U" +""\""´"Դ"δ" "߰""]"_""5"Ŵ"""""O""㙴"t"ʴ"O""´"ٴ##P#$Q#e#g#%C#&9#`#\#Ĵ## # +#´## # #'#(;## #)#*#!####{#2###5#$#"%#{"մ")##F"V""h""ô"݃"r"u""##\""ܴ#2# ""j""%"ⅴ""F"(")"̴"x"S""?"u"Ė"]""A"Y" ""3"""´"Ɨ"״":""ܴ"ˀ"/"""l"J"ʹ"a""δ" +"v"x"`´"cr"za"|"e"g"I"K"-"/"MV"OѴ"2_"6;"}״""i"l"ݴ";"oY"q"Q"T"9"= +"W"Zʴ"@"Df"7"~""`""H"ش"ƴ""9"o""""ߴ""0"J"U"ɹ"6"y"""΃"_"H""""k"h"""ܴ"u+"x""2""z"}i"^B"b"G"K"f"i"Ng"Q"v"A"ƴ""Ĵ"k"""mF"p"UԴ"Y"t"xr"^S"c#+#,#$]#%#.#/&#&#'####v#J# b##t#09#1#)#*#2մ#3#,#-w#"8###0##$#&R###ڴ# +# d#5#ɴ# ##´#ƴ""[""""_"T"#v#2## +h#Ѵ## # ִ"F#j"7"r#d#˴"7"j#5R#6z#.ش#0##7#8#1#3#'#)# B#"R#+#,}##ʹ#%{#:O#;#4y#5Ӵ#<޴#>M#7D#8#.+#/#&#)#13#2#*Ҵ#,I#m#S#ڴ##*#޴##̴## :""6# %# ###ʹ#!#####%t###C### #Ӵ## T# "޵"v"ѓ"u"""՞"ر"´"U")"Ǵ"A""""@"ꈴ""ޕ" +"華"޴"㣴""ў":"!"δ"ƴ""ɮ"x"t""""մ"""{""hM"ln""B"pԴ"uݴ"д"Ĵ"""ƴ""""""y"}y" "Ĵ""""h" +"~"""I"^"ځ"ݘ"̬"Ѓ"L"\"Ӏ"Ѵ""Y""##"""3"""K"1""Z"0"""M""P"""\""""""""6"͒""^""ش"""9""-""ƴ"ʴ"""""!J!д"d"#!!H!W!!!!ۉ!Դ!!o""!""p"&")M" +z"!!肴!ش!Ƌ!Z!ϴ!ƴ!ϼ!!!f~!i!!ô!mz!r!:W!?! ! !C޴!H!b! !!!x!~!!!!!NĴ!V8!#>!+!]ִ!cδ!1!8","0="p"Ŵ"5z"9ִ"д"!!v!-!W!"Ѵ!մ!枴">Ѵ"CѴ"$^")9"H?"L"-ʴ"2" d"y!!"">"H!a!+!!q!_! !´!e!!!i*!o=!?L!E!v!!Nl!Xc!p!C!^!Z!k!ߏ!´!o!@!!a!h!!˴!p!zA a ֋ % * +  r H a ha + 1 q { ;` C: S : ߴ ! + `  ϴ K{ S b [+ ddGʴ& =kNw.'1ƴ';G<   }? $ /lʹ˴Q^hZϴiִz!! ڡ !#!-n J  : o ~ j ǡ E Ѵ!7A!?Ĵ!!!H!S!`!* Ǵ ݄ : 듴 k Ǝ ; GҴ ^ Q ]h  (8&yvc h< z? 5} E` Q ^'U =  ,Ĵ!"Ps"U4"9">"ZO"`8"DĴ"J""%"(" &"+*"0"_"Ӵ"f "jW"O"T)"oݴ"ul"Yô"`"7]"=""%("D"J"+"1b!!!![!!3! !!H!!!(!!|!%!k!"O" !&!""!!9!6! !)!ٴ!!0!!4"y"~U"f"lL"""q"x"P="Vt"9"A"\Ĵ"d"Hd"N""ܴ"|̴"q""g"""j5"q"T"\"w`"|"d"j"!5"(ִ"M"7"/+"8C"&" i!!д!!ك!"!⥴!>"@^"HQ"(´"/"Od"V"9"Bݴ""]!!"""+" "!_N!h !5!@!p!|4!Iʹ!W!g! ғ D!!j!/ r !%!!c?!l!!p!y,!´!;+!Fo!-!!Tٴ!bv!.F!; k m  ! 0 ״ ϴ =b Lٴ  " [Q ky *B > , !! s մ N _ N  t !!d!!!!|![!U!l!{r!H!X!k!G!g !r!۸!眴!x!e!!!z!!^!޴!2!D!ϴ!B!Ĵ!Ŵ!#^!3o !!A!Qߴ!!- ; ) 7 ! t !aɴ!o!=-!N!ô!̴!`!nx!!,w J!C!<Ӵ!N!6!/[){F))8)])]) +)͵)+)j`) ))X))?#)Et))ץ)Ε){)O)yn)t )#)))i7)Z):)))))))p)3)u)) )ïd)6)ۦ))r)p){m))'<)Q)̜)j6)%G)i))d)n)T)K)6)G)ķ )&)Zp)r^)n0)h\)Q){])b})\>)u'>)o)/)n)9)c)y$)+))tB)WA)Q)h$)cL)LWA)G%)]5)W){՞)uoP);))o()ik){){)))j;)8)2A)_)) +) )9)ɐj)ĵ)R)/;))))\)c)؁)3A)f)))M)m;)X)))p))7*N)T* +k*ύ)q)****u**#*f6* VL*U* )j))z))#)݋)# )w*F<*6***x*()8* 0I**)m*&M*5J*1*"*@<*-*)*AS*=Hs*M*Ix*9:*5**E>*@*z*0*&**"`**"*1*ɱ*1*-P*<)*8&t*(}*$*3*/^<)K))[)0)ߪ)ȴ)ܕ))$H)*%*^)a)u)2@))Îe)l)j))L)()>)G)W)e)))w)ӿ)͕N) ) * * +**.*+**[e* * 8*g***&^*h*Y*"I*))R**)_I))u0)Y*"* **G@*_**B* +/)A)= +o)QR)LI)8G )3)Gc)BQ=)b)]_)u)n~)W`f)Q=)h:)a)/G)+ S)=b)8)&)"0)3)/1)L6)Fn)[A)U)AP);d)OL)H))yj)) |)y)r)>)Y));))-)))3)')k=)d)|)t٪)].)Vr)l)dC)))=)2)|){)ra)ׅ)a)e)K)*j)%)6))!1)`)6`!)0M)B); )+)%)4A)-Q)) 7)j)J))p) )^)))v)&KQ)) xR)) #(0)N )GY)[)R{)> )6x|)I)6\)hck)])uf)_&h)I[)6)IV)4)&')X)%3))()(o)#ks)) >)\)F6(I((`)))/)*)w)l)I)D)T)3)*7)%4)t_)))<)F))C)e)ڎ))))8))')p)>)է))Q)j)ٰ$)')4)ѿ)ɒ2))̺1))ɤ* ).`))ω)))).))))gJ)c)\))K)'))*)c)=)O)w4)_)x;[)_)H)2a)Ft)/N)xt)]k)w޻)[о)D)+r)@ )&))c) Z)0)й(+1(((ǡ)B6()t(Q(a(nI(&&(V)v{4)XB)tN)U`m)<)!)7V))q`)Q-)m^)Lo)2,n)),) T)n/()($(!(U( +((b(Ų(孩((i(M&(ڱ(ee*[*Vs*h*c\*Q*M*^;*Y*w(;*qU**+*lz*g*z*t*Ho*C *T*O*?*:I*J*Ev*a*\K`*oO*i>*Vב*QY*cb'*]x*3***}*[**5 ** *****}C**L*|*v**7*pTV*i*}*vҀ**R4*y**l***ð*5l*0*@{v*;L*+*&*6*0*K*F7*Wv*Qv*@C*:*KV*EI*"_*:*+Yi*%ڎ*Z** >*n4*4*.*>*27*#*2*&**c:*]*o*h*Vi*O*a*Td*|e*u{*@*z0*f*X2*l*]f*B*6Z *G*9 *)*@*,*q*K*= c*N3*@F*/S*!L*1ۮ*#S*dZ*f*q*.*`*RB** **.*>*c4***{**:**)0****?*&l*C*|**6* r*a*Χ*Y***{*X*Ǎ*C*k*"*<**(**A**>*л***y*F*d*A*$*~** +*6*r*.*:*3h** *7**/*q*a&*u8*eԛ**4*R*L*z*i*_*m*RmV*CC *U^*F*48*%T*6jN*&x*Y3*H*\WQ*K8*8qX*(\ *:N5*)*v*ر*g*Pq*$*qIL*ϧ*ty*5*I*V***x*W*{?*_P*M*bB*O"*<***=5*+Q*dy*Q*g=b*S*>*,*@*4*-0*I)@* +))K)))}* (* **1@)Q)))K)Hm)) )))ߎ)))l)|)t)A)B))P)*d**+*[))عT)>)>*p*l*n*|9))))؞Q)%)))3)){)k)v1)q)-)Y))a)o)= )ij)ij,)F)dze)@d)%s)")^( )^ +)9)Xn)2)(¶)(7(B((Ō(x(~A(I(_(.(T( ("(i(AS((#Z'()R)+Y)K-)#;)(^(N(T)Dn|))<)(K(7(ۓ)(!(J(I((*(' V'3'(c)( `&(CU''''sͺ'P**#$*E*)ц))9)***<* ,)g)m))uB)ی)D)c)o)S)bN);0)[I)#)q)^))Z)SN)y)L** ;*:9* ')'?))H)**z**])w)w)IN)̓)0))y)]()wh)D7)p)<)E)4<))F^)0)i3)3)aSQ)+)5(r) *)-.)!(d(-+(0\(nV)%(Z|)o(4( (N\( (.9(#'t(S'h'!'%&x' d{'' +~'{&QJ%M&Cإ'\' +)Un( ) y((L(.x(k')\( ((cP(K'(,'lT>'E*&ɭ#3+Q/'xhO'K#4j#6#.1#/ܴ#7l#9#1#3t#D#F7#?#Ao#G#H#C#Dd#:#<<#5.#6д#>#?r#8r#:<#'#)# (#"^#+@#,#$2#&?#5#####6#ɴ#7#/#0ݴ#(_#*#2#4#,#.#!Q####L#%״#'մ## #J6#KѴ#EǴ#Gh#M #N<#H#J#A#B#;ٴ#=#D7#E#?8#@#O#Q #K#L#R#SP#N$#O#G=#H#B#D3#I#K#E#GL#6#8(#0#2#:#;˴#4#6#*h#,U##|#%ݴ#.#0#(#*#=#?W#8F#:E#A#B۴#;#>#2#4#,#/#6#8д#1I#3## +1"ʹ## t###"""褴""" ""##k# # ##д### #="״"## ʴ"0#"M"a"Џ""e"T"e"."-"m""""Х""Í"޴"д"l"ߴ"";"ߴ"ڴ""ى"e"" ""R"Y#E#ʹ##)#!^###>## \#S#Ӵ###}# +# #&K#)##"#+c#-ƴ#$#'#_###8#c#!#~# ""4"T"##ڴ"Ǵ"ٴ""""8"z"S"w"# b# ## #Z## "# ""y"ش"x##""#T#U#Q#R#V#W#S@#Tq#L#N+#H#J#O#Q#Kܴ#M3#Xϴ#Y۴#U#V#Z#[#W#Xմ#R#S`#Nt#P +#T#U#Qw#R#D\#E#?´#A#G#I7#C#E#:޴#<ڴ#5#7޴#>#@״#:-##A!#G#IF#C#E#\#]~#Y#Z#^9#_5#\#]D#W#Xj#Tb#U#Y޴#[#WX#Y/#`&#`#^=#_#b#b޴#`#c#\Ĵ#^#Zȴ#^ #`ߴ#cV#a#cʹ#Q#SM#Nz#P#UJ#W#R#V#Kδ#M#H#M#R#W"#R#Wk#ZӴ#^c#Z#^۴#a#d#bt#e#[#_#\#`#cH#f#df#g#0?#2#*#-[#5]#7Ŵ#0#3%#$#'h#'#!Ŵ#*#.#%=#(#:b#=#5#8մ#?Դ#BӴ#;#B1#1N#4Ǵ#,w#3#;B#A#:#Ak####=#~##u##"# +@#g## M## V##]#+L#3#*Q#2+#:A#AY#:#A#)#1д#(#1t#9#A#:#B#HM#M#G#M#S #X#Sf#XǴ#G#N #H#Nm#T #Yȴ#T#Z#] #af#]д#b#e#iM#gF#j#^#c#`p#e#h#l#j7#m#Ht#O/#Hߴ#P#U̴#[#Vϴ#]k#I#Q,#JT#R+#X#^ʹ#Y#`#a޴#g#co#i=#k޴#oE#m#p#e5#j#gB#l#o@#r#q#t+""""}""m"F"w" ""r,"x´"Ѵ""~Ҵ"y""/"@"δ"ŝ"ʮ"""Q"ʴ"p"-"""("ٴ"^"g>"K"Q"n"u"Za"dQ"4">:"C"(J"G"O"1"<9"|]"P"k״"t7"6"5"{"Դ"Y"c"F"O"kb"t"YY"d"K"""Ѵ""߻"´"""4"|""ʴ"Q"E""勴"ꥴ"ۘ""" "痴")""ܴ""'"R"ƴ""д""Ĵ"r""E""C""|"Z"m"~"""t","/"Q"<"F"c"C""""DŽ""6"o""ô"H"ߴ"!O!"Ǵ"' +"ô"!!ྴ!?!ȴ! !!δ!`"0"<""("H"Q"3д"J "")!" 9"*P"AS" U"7!A!x!_!!2!!!E!b!rk!Aô!cx!w!]!M!*!t!!7!"ڴ".," "&!ߴ! !F!"9"!"3"fȴ"x"]="r="E"_"U""U{"k"N"eٴ"~"R"z2"""ڴ""M""ჴ"E"Ŵ"""""̕"ު"ʣ"x"G"]ȴ"@"W"uʹ"ܴ"p@""8"Qo"0Q"L"j̴""g"}""""۴""9"="-"n"F"L"8"ũ"A"B"S## +"Ĵ#ڴ#z#5# #"##(")##)###t#'#1Y#'\#1i#:Y#CI#:ڴ#C#',#1#' #2#;r#DǴ#<$#Eߴ"z#"##&##i#"#ʹ" ##Ҵ##~##'D#2#'#3o#=#G)#>D#H|#()#4+#)#5H#?J#I#@#KY#K]#So#L#T#Z#bP#\ߴ#c#Mô#Va#O6#W#^a#f#`X#h#i#n#j#p=#rѴ#u#t}#w'#lٴ#r#n#s#v)#xu#w#y#P#Yδ#RE#[p#b;#j#d #l#S#]f#U#_E#fG#m#hL#o#po#u#rp#wU#y #z#zb#{#tD#x#v #zF#{#|?#|u#|ʹ"Ŵ#H"^"#X##`#"q"{""?##m#ʴ##)#6>#*#7I#B#M#C#N#+#8#,`#9#Dϴ#P#Fk#R"""."훴"P#K###"a"""## #Y#"#-#;Q#.#<Ѵ#H#T#I#U#0#>v#1#?#K#W#MP#Y#WR#a#YR#c*#jI#q#l>#s#[#eF#]&#g#nE#us#p#w/#w#{#yC#|#};#}0#}Ҵ#}p#z#}o#{ݴ#~#~4#}#~J#}~#^#i#a#kb#q#x#sش#z.#c#mC#e#o!#u#{r#w<#|#|#~J#}#~J#~J#}G#~J#|ڴ#~D#~I#~J#~H#~J#|)#~J#{+Oa+M+Y+X#+Le+J+V~+T+dA+b+o+m`+`?+_9+kN+i+I+G0+RH+P+ED9+CA+NR+L++] +Z7+grZ+e>k+X+V +b+`+z@f+xf++Վ+vk6+tP+0+T2++++p+w+G+A++r}+o8+|q+z{+mK+jY+w+u'++?++D+Sc++ͪ+F0+A)+>B+J+H:h+<+:e+Eo+CY+T(+QJ+^+[d&+O'+L+X+U$+7+5+@˗+>*+2l+0^+;w+8+IH+G+S+P +D&|+A7l+MA+I+h+eI+rQ+o`+bj+_s+lUj+i0+|©+y++X+vj+s+SQ+} +\f2+YB+ey+bC+V ++R+_8+[x+o+l$+y+u8+h5+dؕ+q+n++bb+{+e+ +˯++z++t+{++ +9+ v+}+c_+z+,+}+[+^+:+C+!+[Z++.++w+N7+i+b+++u++b%++1x+y+3+6+++++J/++"+i+++]+ ++[++p+zG+_++h+<*+y+O+|++++++++q+g+^+<+J|++++T+R+{+wa++a+++ߠ+4+a+(+8+++'+]Q+"L++J++p ++e+it+++=++H+6+y+++t+k++C+8++V++%++ޚ+V1+t(+-+*2+5߶+2+(6H+%c+0 +- +>7+;'+F!+Cz+8 ~+4"+@,+<Ј+"G++*B+&++L+#P+ +1+.^+9fy+5++ +'+2l+.+O`+K+X+I+T+Hrb+D+P+M +a+]<+j+f+YS+UZ+a+]s+AF+=x+IA+E`+9E+6!+AsB+=x+QP+M8+Yq+U+I++D+P[+LMP+~++i+*7+{+ [+U++$J+ ++DR+'+`+e+#i+ 8+ +3+B+8$+ +++ j+i+OW++u~+n+ +}+Z+ +<+2R+.xD+9q+5^+*+&+1?+*Ҩ+@++U+ + i+.++(8+!g8+,&+$+++ۀ++s.!+n+|U +wс+j+f$+s9+n++bB+\t+N+{F+w+P+v%+aR+]+i+ex+Xo+Se+`$U+XA+r}+l+z6 +rF+e+^!+k+c@++SW++w++_+j++ ++(h+++2+$4+e+/+r+x_k++}c+php+hQ+u +mR|++ų+++z*+r?++w+L+EQ+Q+JG+>x+76S+B +;BR+V+N%+[\+S`+G+?@+KP+C/+/c+(P+3+,o+!}+Z+$Ub+d+7]!+/o+;P+25+'{++*[+"U+` +Wֵ+d+\:+Oy+G +S+JZ+ip +`M+mm+d+W+Nc+[~+R-+>+6+B+9M+-+%+0~+'+EI++Y+ɀv+_+H+++ɒ+„+l+++&+F+j+++w+P+ÁI++ ++ɍ+f`+Ԧ+Ӽt+ֻ+P+.4+J+~T+F+c+ ++Y=++Z+zn+f+ +ґ+@+d+ӵe++P+v+a+++++s++M+ה++>, ++˺++_+ ,,w,1>y,",,,g, >++)+魪+x+܈%+?c+⼔+^+h+ܖ,{,2++p+++B+4+W+i+ +a+n0++ +Ҵ&+֞K+B+6+j+h9++:++ڀ+J+^+*V+D]+ӥ+m+c+8+{+U+e+l++\+M+>++J ++٫+%++N+++ݼ^+h++ދW+е++Ӗ)++L+X+˅+B+־+Ҫ+G +տ+&+4++˪+z++Qw+ +R+/++!+`+6++N+\+++ +U+2+ ++++{ע+a+>x+A+h+++}++ٟ+++P++<+y++OD+J+L++@IS+f+Yh+gڑ+[^+M+A+O5+B++?+ +:++v^++x!S++@+_+.++y+\<+{*+i +\+k+^1)+PK}+Cc+Qqw+DJ+l}+_dJ+m+`sP+Rv8+E+SY+FuӴۮUggc@;LꅴPY<g *CĴ)5߆5v#8Iɴ\tߴ7(IȴšZn6클tӴ9Bzdٴy +8y޴'9 侴TjucMFUڴie>w#57y nմNhH\.mR +g½0E  81Nciʴ+^El΂as|80WL5eMA:4׽ +i9l:R ƴ %;;Z9sd>[ִ.$bC6gƴִE?DtŴ^EõNɴܴ=ʴaϴ[Ҧ(Q!޴|\{-?4޴kFܴwXZ+дܾH=8]q{&Mlt*X<`dQôtEܴƾGp  <ʹ4dc:Ŵ$Ѵ[t\ ƇO7u +#2+fڴ\ ڴ=evzlnu '[p̴4BHLd#  0[@ Fr Wߴ v )ʴ"~ܴli_e+Դ5Xt,/q>TQp"E)^Ǵ δ(+zCD7_}4Ҵs a,gӍ j  Ac UQ |  i >  ( A V  , / י Q R!  1 m HH m ޴ E}]I´Jgs%G̴ńy] + U  >Ŵ ^ g K $ ێ o S >' j& H.R퍴8.`rG@ٴmT,u:9´<_^6Rɴ0Ф4Դm(F!ԷU}(˴yo:s{e}He3yd8KĴߴ 1guh%۴=FZ3:*o´UCRݴ\6RY & W ƴ FMir 1#B ^3:}KF5Z;Ĵ&㐴r$YĴ?~ʹB +ʴ:&Ҵf %PTlր:MoY}Fo/XO -hĴdϴ̑Fh1!/O ;Ѵdᡴ ̴<3ô/OgΜܜ6d糴g5ʹTƴVm'S"g=['^Iy-̴ܸ'aʹPAml;N{d@/"K˴x7ļn4gDϴXҊRԴ޴ڴJyCFlIKe&P5{}7´Pδ<_U#tЬ՝ /6eH垴r5`]bIJp˴$|JbP<pG|#,ߴtu=´'ǴŴs, ޴#I@^P26ܴl~C s*ieC>( Ak)ִ9m׬ZhT9ִ˸nד)<CXy´FevߴCg'7Io۴̴"Ĵ` O+r ++>MHƴXbǖ{sR@OQ@H1pl-˴~ +[Ә& ?R#Ѵha´ٴuy;bLaInӴ<5!_*XTV5HLzO$zI{IDueܴzQ^<ʲVٴ/R"dԴH<Vݢp)Ҵ{$aƴʹ=(Ǵm޴ԴɻԴO]{xKeR״-l'K3 +oUִigګ<.-{\uebnMlga^AUuŴEYĴEɴ X4, 0K@[w r艴XҴT / J<*,0iP>Z0rڬXŴ`ؓe|`%l>=ڴ7ϴR0i7*vϴ7O$&\L?E )GrL]R0B<WK/!=Bރ9sg_@O;>ǴP3=,$"wxm2Y,6|de\D%x*<*WD*F!*H*g*r**+!*i+<*ل*ꊻ*ު**'D*|)**ή*K=**[*U**̶**Բ*ʍ*0*|*X*9+C++ +=n*_**(P*K+ $+++]*כ*+5***7* *ޜ*pD*f**\*h,*Ze*Ժ*g**88*و**0y*D*8*t)*Y0**~;*]b*?*)*c*6*V* u***w*i'*U4*k*V*A>*-*B-*.*m*X*o*YL+*By*.[ *C)*.x*t?*2Z*<***<-*$*L* **]*4?*R*G* ***q(*ZY*r *[@8*D*.t**Ds*.N:*s*[6*u% *\*D*.h*D*-w+EY+ +++ E,+q*&^+L*O++<+Z+5+*m+ P+*遥*a***̝*lM*%*P*0*1*X@*O*ѐ***v>++%%++K"+ !+l+ k++!Q+]D+#+Z+{h+C+;[+5l*^ +**A* **>**b*(**k* *d*u2***oh**,* *.*X*6* **T!*U!*1*'"*O**؃*v$*](*v*]R*D*-W*DvT*,v>*w*]w*x)*]x *D!*+*C**b*`** 3* * *K*d*p*>g*e*R*(i***j*"*xf*]T*x*]p*C*)*Bj*(H*x1*\9*x*\'{*A*'2*@y*&**,t**))7)ꝲ)y0*R**o*#)z})Ī/)&))0)))Hn)Yi)#T)Q_)B)H)&))}D)I=))AX) +IG*{%*>**?x)=)a)P)X*+a*'<*X*)) )$)))ul))m&)8))0=(52))e)R)]6)((w) ](b((N((~u#(R{' ^H'&Pl(é(_((B '֥߂'uR?3%@Hf'&J($cV,-%in'e(Tk'q($(#('(T)('1a&T((^'(tZ'ȉC&; c5z:$S-g?q垧P&n'܇(N(](.!d'$rݦ'o(X(G () *k**ea)) )o)e)h*G)ݏ*))ш.)")/)3))U))N))"(8)Э()[)FV)J)?H) +x()(/*~)*~}))){)s)/* n)ﶂ* )젊)$)H))){z)8)te)2(}G("(n()nf)-O)h)(((B($(P (]{' (H'uc}vd(7',(*'tΤ#&#|J&%Y(¼'(@$#(q)8-(O)ZC'z((())Td),ʵ)ڔ(!'-([ '%&#C''['( n''b((r'Ve'"(/͇(#(vcl(HU(ޘ(T) F)O))vR)Ȟs(@)+/(꥔)OX')l_)@);*b+%+B+'+++ +|f+ +)+Ή+++!qD+B+ K+e+ ~+w*/+v*8*w*/**^}+*Ŵ+|*du*fN*n;**_s+-bO+"+/ V+$m=+ +I+.++0v+%Ŏ+27+'P++!+"+rl+%*z+*4*I*2*з*+H*ey+*s* *у.*vL**J**&i*`%*ʣ*@n*N*K* *֫**5*H*E}*i,*/%*xv*[*x*Zx*? *%_*>΄*$#*wU*Z t*w# *Y6x*=c*"*<*! +**}**F*w+* +*t**e*c*"*=*c7*{*E*]*vC*XUw*u*Wo*;* ~*:*b_*u#!*V*tj&*U*9?*^*8*|{+3k8+()P+4:+)4y++9+x+x+5+*%+6+*+++f++ *_R+*)**iS**Ҹ+*+<*a**O*j*i+7++4+8+,a++^+ ++95+,+9*+-f+ q+4+!Fd+s+ O*/+ *+0*竑*3*ك*?+ +*l+ K*}**B* +*@*R**ok*Ӓ*f*N*a*Ѹ*}*{******P**sj*T*s *T.-*7*Û*738*=h*ro*SC*q*S**6!**6r-*]*wQ**i*b*_**8**Y*IP*K*8*****q*R/*qe*R*6n*>*6**qms*S6*qq*S*7V**8Y*r* T)* +),)A)))$* )*J)])ZS)ޮ) ))ce)$)_>)!r((f(w"()[) T)Y%) l((:((*)d*)%;)o)))* )ۛ*K)ڍ)))I)T)X)!Z)X)$U(@((>( *)Z))5)^)0.)4g(藃)@)hL(8()(P(=x(=|(E(G((L(p>^(r( (]()(#()&P))x)4)v)T*)f*)_)Z!)Z +)3)ȫ**?*@*V($(q(V(H))J۹)$u)s() +) ).)G))o3=)yy)))*P*)8U*p֗*?eC*)m*X)CU*-:E*W^**rk**) *xW)/)))c) *{) * +)ܺ)+)w))r)dY)9t)l4)EAA)))/).Bm)vp)S))eW)Cx)H)ZE)f*)R*))F)))*e)禳* \))5)G))ez)w)z))1F)u)?)K)))4))<))')D)O)&ݨ)Q)D)w)ә))")wY)f))))M*)/** 7*D* Z*]*g***+*5֦*x**M**?*By*@*)ml)F)`)\-*X*,*9*C)ϳ*H)9*/*(FT*\r[*>*w$*g}d*բ**& *3+=Z*\+f)****H*Q+#+ +2!/ִ!Q/!Դ!?j!q!!d^!!!. !N!Sz!w!C!j !ִ!ћ!X!!"9!k"ƴ!a!!!!ݤ!2!!Ŵ U!˴  T!5Ӵ!^!%o!N a  θ!%!B!Ĵ!6!z!\!wô!!!ﹴ!!!k!!b!!!`!k!B"*"G<"$6"B"b"{"\8"xB"v"<""6"X"u;"TM"qڴ"""̴"̴"]"p"k"""ʹ"۴""T"ס"S"u""0ƴ" {","P"oH"M{"l"ܴ"(!@"$"Jִ"i"G"h""&"ڴ"K""׀""׬"!"T" "N""""ؐ " {D !)3 ! e! UĴ ! ! ư!!WѴ! !K0!z +!Ŵ!!!˴!A!pr!8!i!!s!!Ĵ G 3 5 mӴ  M ? ! $ _~  T ´ d !/!b!$Դ!Z!\!!! !!R!*!Ja!!N!!!˴" !"9"D"f"B4"e !"!""?|"c?"=0"a]"ڴ"""H""i""V"b""""w"#";".!I"!="":"`"9="^!v"!`" {"7"]r"6O"] "":"C"""8"/"!""%"R""̴""æ""#?";#Ǵ#\##6#*#$}"~#"մ#K#1#%#o#/#A#4#C{#O#[#Q#]#63#E#7#Fڴ#Rִ#_#T̴#aE"e#$"#O##(ܴ##*z"ٴ#"ƴ#ߴ#}#+##-#9l#H#;9#JX#V#cR#Xo#eJ#<#LZ#>ڴ#N#Z]#gd#\!#i#g_#q#iL#rմ#x#}m#z#~#k+#ty#l#v#{G#~J#|G#~I#~I#~G#~H#~G#~J#y#}#w#~G#~H#~F#~I#}@#u #|#qӴ#n#w~#p@#xƴ#}#~I#}#~H#qϴ#y޴#sK#zɴ#~#~H#~J#~H#~G#~J#~G#~)#zT#n #w#i#~I#}4#~J#{#tݴ#c״#q#]"-#B"<# z##/R#Ѵ#1"o# +"# ##2#!$#4#@e#O#BS#Q#]״#j#_#l #D#Sc#E#U##a##md#b#n"Ĵ# z"#ٴ#"#6$#$#7"#"{#U#&#9@#'o#:Ǵ#GX#V#H̴#W#d #o#eY#p;#J'#YJ#Kƴ#Z`#fw#p#ga#q#t#{#u#|#~J#~I#~J#~J#v#|[#wR#|t#~J#~J#~##}#~?#yM#}I#v=#l#V#g"#Nڴ#{#rA#y#m#`#F#Yg#;#wѴ#|X#w#{#}#|)#|#z#w#{A#wm#z%#{>#w#y-#s9#u#h#q#a#Qq#0Ҵ#Hh###l#YӴ#f#Qt#>@#h#2#> D I2 !{!!u!޴ ?!9 !5!qô!'!m^! ?-  ] $ V ٴ] ȴ OF I մ !0̴ ⿴!,!jԴ!H!h! c!( B!$8!fE!h!d!!^" &!Z" +"5S"\"4k"\!ٲ"δ!""3"\"2Ӵ"\"ϴ"ϴ"""Ċ"o""´"C"O""""("*"!"]!Ն""2"]O"2"]!h"E!z"ٴ"2"^"3"_"""e"""="t"-"""Դ" "ˮ"%"g" B = ִB 7 c 2: [ Ӣ! P Е!A!a!!`! !n @!v!`!!_!ٴ . } *j {*{ȴ ( y % vP !۴ !޴!^!?!]!մ k! Ŝ!#!]E!!](!!Һ"!"/"4D"`"4"a!"!˴""5"b="6"c-""%"`"I"N"ִ"3"i"&"*"""ȴ"뭴"#"뷴!"H!+" +"6"cȴ"6ִ"c!ҋ"`!Ҵ""7#"d@"7p"d"c""" "."_"Ӵ"꯴"""6"δ""钴"ô""#"v#.#)M#<#*#=d"Ǵ#["#˴#+״#>#,Ҵ#?4#Lƴ#[-#M#[ش#gȴ#p״#g#pN#Nf#\I#O #\g#g´#o#g4#n8###\##-״#?#.#@>#g##6#<#/#@O#/<#@#OJ#[#O3#[I#e#lJ#do#i#N#ZK#M#X#bk#f˴#_ʴ#b#v#x#u\#v\#vV#n#r#i.#s#sj#qK#o#nM#b]#i#Z#_q#H#Wc#=#%"#"ݍ#N#1#D####"y""`#nb#k#j#f9#b|#Rn#[7#I#f7#_#`Ǵ#X#S1#>#I#2#9##-#"ʹ""2"i#"#:"3"+"Ca""###N#s#/#?\#.#>r#F##۴#7#-#<ô#,!#:#L#Vx#J#S#\#^-#X#Y#Hx#P#E^#Li#T.#S#Nɴ#L!##ȴ###*n#7#'#4´#-#"ϴ#޴#$#0# #+Ѵ#A#G#=#B#H#D/#As#;/#8P#;#2V#4#9;#0״#/#$#Z#Q0#SҴ#H#?ش#$#4U#D#L#>$#C^#2#&#۴#"8"""竴"Ҵ"g!ϴ"?Ǵ!Ĵ""y""]ڴ"W!n!!)#8#%#-##""´"# <#e#д""޿""\"""5-"u|""!v ϧ!i v"N!԰"#!ݴ! o  ȴ /'/*Sw/A/Z /X/rD/n/ //x/{O// ////0/C//y/b///d//MK/Q//W/T$/{/n/\/!/mH/n/l..b.h.l..ʃ..X.I_.r&.. L. +.D..Õp.(.9L..R.^..2.Ij.. .P.. .#/%/ . +//X/.n.Q.|/ /c///'// &/&/9/1^/By/L%/_@?/L/'D/5/CA]/`a/W^/ //j/./zVB/n//-u-l- '-0=-al-T---ѧm-./.-g-Z ---F9-8&-D-pQ-(-"-\*1-Gv-- +---o- -X-i.,>.%g.X_,.O.@.۞.E.9.9h..:..s8.d(,.TZ.. -.+.X-/5-C.%/..SN.A. .i;./G<..S4.---A{-#--#- -n-ib-DF--g..ٍ.N../..[.\/ +x/,//._.⨍/ o/w...Y.m.zbO.^...R.n.-.؞.í.D.ă.#/5/*/KU/>///0/${/al/Rc/u /h/E$5/6/X/H/ .YJ/x/ F.ބ.ƛp.U.Y/' //6zt/$a/>.}/u/;.G.0.k.O..9.5%...p*.w..PS.2a.l*.I- - .e-6-|--%n-,.-'.*.֣----K., .;.../..`.4:.t[.k.. >...xt..y.<˝.Xt.Mb4.*.-8. 0-Y.[2.5.gd.>.-.)-9/?'Y/TBw/X/oٰ/i,b/}`./H4/$B/s //~//)g///ե/(//2/%//i//R/$\/O)/// +/~?/N/Db/n/3/ZH//5/H/Ow/Ȕ?//h/_/ P/9P/M%/l/ //=/-/۽/-/r//`/x/`3/?/-#/O//!/̌/j/˨;/i/;//S/4T/ͤw/,/ /ڏ5/免/X/gd/ +/EK/͟/X/㐖/섑//x/#r//'/f//T/M//ɬ/V//T// //X///˕#/sd/3/(//5//y/1/}/R/4//Nz/#/j/8w/o//8v/ؙj/+/Ѽw/S/Ρ/t4/d/ʌ/`///Y/:V/./Ӽ/߃/.///W/]/P/ /z/x/*/S/ǘ///////ĵ/3//1///#/K//طe/[/g//g/*/////˭//Z/Ç/ަ/m7/l/2//+q// ///f/H/})/u\v/]y/c/K /Fo///P/|r)/N/"/j +/Wf/yV/dR/c/j//]/0/n"/>/Z/Aն/'/G/)%//7/T///:/b/wl/nG/vG/D/,/z/RB/UH/qQ /0/h /\^%/B"8/ZI/?f/)*/ь/&/|/To/9/LU/1)/ jI/ //H. ..J..!.jE.t.? ...&..%4.Z..Q..-,.py.E8.t/.H. p.YQ.".H.v.H.sSJ.E."A.0.li-...h.V.-w.R.q.?H.._.ڟ[.A..y.r.v.l.@.c>.7.B-[.-.Vf.,`.G\. .. + --r-\//V//~/z_/]/k//N`//v@/}n/a=/Yt /> /EH/,'/A/&/3//./A.4/$|/ /G&.{..ր.գ./eK/Jb/L/3/1GP/y/M]//35y/z/;/n|/...}/.v..a!..9.٭.9.ŷV.}E.l.p!.N.eY.iF.@P..t..4.8.b.{.L+.M.].*5.ss*.a4.6_.FO. C.6O.].$Ѭ.o--R-с-.- e.-----M.e8.S.^.5(.,.. +.d-^b.<.Ї.'.[--H-ϊ--ވ0-a2---ݷ-_X-q-?ˆ-h--.--V~-LeD-#SQ-+- +Il#~J#~J#~J#~Jn:/ͳb#~J#~J#~J#~Jl1 gZ óycónUXlGp#(`%o /d2%甴#~J#~J#~J0}W6N|263-մ#~J32#~J33yz3hS3842Pv2U3_'3x3%[3WL33_^3ft441p(4N 4D4314j;4n)>d,Uc׳QfZ&<.::,2l2ؗ >3X3C߳yؗwD fzX6 3F/Vx3&3)T9"3&W3s3h3R34 33#4e!4l4E4UZ444be4lm4j43ύ3_:4 4"C3344j4q4r|444nu4d46%4":#~J4#~J4W 4644Z44#~J4X4+I4ÇT44V4954Y4}44ġ44x4rD4r:4[_4>55 5 5`f5.B5;i!44D5uY555"l50`K5E5$5<5D5`K5U55n 5|5c53'5EzV5[5nY5Uv5cq 5D5)o54/55&5`555*54~4454Վ4[N5 5 %i5 >5'5E5N:5,5/5S5VZ4S 4}+5V@5 Ek4e47*5 + 5505.{5V+5S5*5$55N5EP5pGH5xK)5V55~O5W5r5+5N5<5T5e5u455ūi5M525{5R5 5s[X5h5|55H55V5P5G5Up5B5iٳ->YM@kOX7=232E2/"2 aRs9峉³L<W* U$)P;ɳw*īvΖ33`"4>43|3HV33xl4Yz4I +4d447<4 c4i4e!>3p2O3/3~ý1{3/284 $]34HR4)\*3z3{b4 3 @ɳ$ͳʳڳ٘삳7Ƴ೨BZsʰ,܃2 ;+D #0#>o3CAy$j$1WOHҳO􇳄,@̑23h2Q3C3J˜h5?85aG5Y5f6-56<6 /6 55'55ՙ35e55g6uo6 +AU5"5r5:~6v6 +6;6H66495AxB55**5 +54˃<4o4 55y5|5Wө5Tb51b55R5q;5WM5625255E4K4$45%4u44~4 4H4By4\>A4Ʋ<4T44kB4fY4#4(3߮4E4444ef44C94+44c=447'4V3M*3343v3A3p2B2 + Y@Z3B$2z2@OC^[wy4Lg4 +4y3P3+33EP2< +3j3i3K2ÜD2#QV P1 Ԝ׳7[Tb)i3D̳,_zhhw˳Ӳʗrd`/g.x.5.s/N/I}/h[/9/bm/{/Bo/%Xu/:k/Y/pt/Oi/cj///m.9n".\. '-ۨ.- -&---ӤF-o-a.6.1. [.V.*.#N0-0-u-͇K--y!-J-U-2Z-K|-k,=,,n,t",,,,IAq,LO,..,0R]+A,-A+i+J5,nK,, u,.K,,,,, ,A++x,,w+*++V+mE+j+*|+ň+B +z+e +,+wp++++,++,+b+k+&+m+R>++ ++Ҽ+ڮ+e+f+N-Y-'{-bI-j--UV-2^,N-<,ou,ǩU- -<,',δt-p,-t|2-5.-76-v-wK-8w9-7- - ,X,ЭQ- Ҧ-,ϱn,nc,,‹,x~,{",,j,~,0;,N,Pg,1,2A,QZ,QU,2z,22,.,R,e,},aL,T,{,x$k,P,O,1l,0-u,M,JO,.}[,,f-u|-rC-5ׅ-2X-l-f-.-(j--Y,,a-OH,L,V,jZ-]4-S-!--I:g-=-- +Y,5,},U0,<,+U,e,,,,,sd,n,,I,h&,b0,G,Ch,),':,?},;%P,$@,!A,Jo,,[E,T,}#,r,Lj,EQ",6e>,1,e,s,,,'Z,A,,A,j,J,O,>],,u, i,,\+б+(,Ճ,)+=+$,,g, , 6,il,/, +_, ,\,p+k+ϫ,jz+++>++4++@++ N+F+ݾF+=+֎+v+y+ +xw+g+у+t++$+}"+'+,+ʘ++ +=-+9L+Ơ+Η+?++s,',R,,,,~,],9+7 +++++l++I, *E, +,~a+{?,j, _++u++X+++.+l+k++K!+^+N+Ӈ+j+p+Ѿ++GM+ɞ8++Q++N+ƀ+?+sB+sG+'+[+ro+q+ʐy++ĩ+++@R+g.+ʵ+ +Ux#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J5#~J#~J#~J#~J#~J5z4O4튨#~J5~7#~J5w555]5#~J5n5Be5aK50>55J5G5;5ʹy5ʝ55 \55AL5،c5:9555~55J55~565Sa5)C5Ah5n̎55ZV5c5 j5/Q5 ܮ5ˠ58[5?;+5]5G5ѡ55k5p55s5rd5q{5C5Fk55j5F5C55#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J4v44Ѕ4Lt4OK4Zg4N.^3W4 &S4`mc4p4ߤ4##~J#~J#~J#~J#~J3r#~J2Ĵ#~J#~J#~J#~JOuIfD߼43'3>2)3 %T3;3^33,޲sг%rгʼn!`c$@C:4m44V4m44 4t44}R+4.4,*41CT484F43"414!4e.4}4Qk44F4(4S4>4$4-b4%4x4i4O40333436̿3Ц3ʼ31-3&zˮ` +DDȳ~eJ`ܳ)o3i|35W3z2E3fJ3122y̲r2hB7HoWԲ׎d[۳q۴#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~Jּ#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J0x + +|#~J#~J#~J, E [j +#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~Jy$#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J\Tմйp6xIܴUPjQeƴV˴]*#~J#~J#~Jjhcܴnxu勤´M MR} ~ =Ĵo%ƴC:ôYԴql#~JN{#~JͳT‡?ij鷋([#j,Ŵ{ ?6 <´Mߴkz %  I ; += IԴ `{ [ 0hKw17DibvឃέϳX]ݓ,'d8M#cʳ˕WͳWǎ&3ӳb3r +*^hδ +~ +n#l e ' ?ʹT[ڴ%ô ~<  ´ + -'=Wv[j-FʹAheC`HixIfs“Xn>ٌOF#´p´p%VݴŴ'S);S9 vŴ7Zɴ'ɧxIh!z<BgfĴꑴ#˴Ϊ4[/ >HzeдzFg:)aӴY1~>հ\繴@bӴIvվU4$M[ܴjޝ´=-={8iV5Oդt"mH?eɴުZpҴq|B`)/://Hi//1_///]/!/ /w/Ǎ/í/p/~6/wI///M1/ڰ/5/ /./vZ///n[)/cI/{թ/m/V/Hݶ/cr/`8/Bu/>?*/Zz/S6J/8_./1y/# /[/9_///z.X<.)/J/?/(V//3]/'M/// +/.q.D..V.i.7//$//os //j-v-߁-%-q-ϓ-8-,--z-y-NL--j%-X--4-Bj-!n-f,*.,&-ӄH- -EO---sW-aO---4-^H-a-7 -5S-17-]-2@-6-d-ψ,c|,:,-t,H",G,,F,,,-W%-0-*6- -i,,锼,,-P,t,,u,o,4y,R(,X,]:,0h,v,^,-,t,,r,Tl,xD,n,iQ,N,R,<].,9,)d-+b-Rv-uEg-PM-i-Dݘ-0 +-]-7ܘ-?- +G,-},n,vS,H!-%- U,B,",뾣,,,.,,/,0,u,\,),tIX,Zn,0,,#,>,J,k,*,hya,g ,j,T},C[,U:,C,5 ,):,}W,c7,RU,@&,M,;,2,%Ǖ,4,({,,d.,c,˥,7d, +,I,:,E|,t,8],b,Ym,C,g,O,F,5,<,,_,'S,T,I,6o,2,#K,' ,,c,oj, @',l,, S, 1,,+A,-jB,!~,D,!,4,~, F,K, ,w ,,Y,?Y+z++,M,,k+,+m+|+n++b++h+-+>N+u+S+]-1-%:-,W-so- m,?^,Е,qn,,| ,i,p,,,v -x,MM,,hP,T>,Љ,6,,C,V,g,Z\=,~J`,l,M,B,g",\_,>,6,Q,H,0e,)~,",,gT, /3,n',3, +),|,>I,5ߐ,#St,R,-P,&G,/,;},[, ,>,, s,+)+h,H, ,k,~r,,,j,Y,],NI,8-,.ΰ,A!,6,&e7,m,v ,bRn,JeU,=,Pµ,A,1b,'K,,,,#H,4W,G(,,$, S,]V,v,G_,j, +,Z,,,3,+%+ +7+n+zd+ I+>, +, +, +*i,]++ȉ+x++Vp++ 7+0 +FG+ݯP+w9,,qw+&+w+te+*+;+++b++،H+H~+ޣk+H+ +++ +V+`+;+++޵+ +z"+Ҽ+ϡ+++x%+V+r+u++;&+|;+ʆ+z+v+2++4+++++$e+0+ȕ+ƪ++W+.+Y+ ++++O+>++z+++z+ +2++c+i+G+]+ӻ++϶+>+0`+e+ +,+4+B%+V+++έM+ԄT++@P+++N+I+l<+ħ+žK+!++3+J+y+=++ح+p+"+^D+z+>++՜+<+&+o+3}+{++P+,+ ++++b+o+I+7++7+Z,4V,)o8,, +>,,,O, +,7;, +*,8m,,vK,n+d+b$,, +v,,n,H,[p+%++6+Dg++߃+r+!+5t++ +V+18+9+v+s+w++r+ %+_+el+٭+u.+ц++e+J+`+(+jG+ػ+ԜX+pN+]}+d$++Ɂ+͇D+Ű++Ģ+u+_+ +L+5++h+ߪ+8+<+]+i+[O+L'+,^+Ѥl+ ++7(++S\+t++.9+o+N+Bj++8+ն++B+9J+l+dR+v+Τ+ˍ +Ȧ+G++Œ+XE+'+!Y++9++Ȕ+Żt+[m+++e+++J++w{+<++{=+l++i[+#+̓+ǛV+d4++dzn+@=+0_++v+4+++.++<+c+)+5+Qr++++ѱ++3+X+++%{+++E+A+۔++ɺ+ +$+=++T++\+1+]K+)+++++ ++cH++]W+++'i+Z++++31+ K+4+9!++z4+I+^g+m++g+[+Y++++<+_+m++K+Ǥ++/T+~3++J+N++z+#+++++}d+:$+<+@F+)'+d++5+K+1+*+/++++9+s+0+֔++g+R+'+ ++-++.r+o+q+]555 585R5'5U,5י5)5ƒ5J5 x585$5k5E5Ś555ȝ5ܝ5#55b5<555z5Q5E55v 5O5n5m5g"w5ڹ5}5^}5SD5?Y59 +t5\5 50i5&5L?45x5i5G59E5X85E>5)565X5444_5*244]4%c5#5"5N5V5;56~55vy55{Z5a5KJw5a5H5465lO55h +5Y5>395J@5,w5#^#5 5/355444@43452yT55 O>4u5 54/ 4*4 4ˏ4,4S4pJ44w4EJ4t 44-44oζ44[4<=4 )=4E43w33v3+3G/d224m4 4b434ǩ44M4{v4Y74FH4 3\4224f"334A44]M-4@44\Ś4!4dp43_3qvh3*30}3sq213mZ3=O1z@>3{2VGu',㥳FuhbR㳰61۱)rB3jز*C[` g ˮųYϳJ۳㟫48~43̍ 33G303C2#32 YԲ3ǯm8LJR$3R~V29'1kv?10{pmCf`ǯxʹ +z* +; r] + Wl m ô头cS[Hl{IAeYuϝhdzIk&ȐԻUwJt; Ŵ&\۴ 57 +vZ ̴ sgȴj_ e i _ G ? KBܴnUj δ ̴ Ӵ| xy[wɴ/b珴L`ݴ3& +o , ʹ F x \v$ƴ @WDl& S+vڴ  Oeݴ7A4>@ڴ5JsE4ĠܴlMC ): +­j%dt=ANbJԴ,BO0v1kiD`M{G%˴K-NrE$۴Ahy1soVS;$O5ݴ,0۴ /xMh 7^ i޴P\ƂXZwKYa[h譴yzf!pk2\ʹ%& 3,P<5,8[e,~,@ ,m ,6,fp,H,~(,Z~+/+yS,+U++c++ ,\,u(,4,+b+,++D++Ȉ+T++.+++ܗ+p+W+'N+ +mU+yL+)n, ,s+,%g,,N+>, I,J,2), ,?,**,P,r,*, W+++T+++S++ƈ,+/,:+S++ޕ8+FP+R-^Z-6-~9b-O-0,-(\- &`-р-g{--{H-;--M -%%,M,o,u,.,^ ,l,b,~¬,$M,Z-,{#,,,,--- q--p--^-1x-l.r-<-¦L-->2-&-w-DMy-K-J4- ,-e,E,,D,,-,-,D,,ns,E,a,L`,3,Y0,=TE,!,R,',,f6j,FgC,q,NW,.f,B,4BH, ],!+, ;,}+*+o+U"+W#,oP,D,I,+n+z+'+GQ,{,UG,,[,9J2,#ۚ,=L,&9,!q,_Г,H,b6,@"3,([,A},)z2, ,Ok,,+D+뭺++,, N,Y`, ++++ r+T\+7.+ʎi+)`++Q+++T++&+"+:E+G+p++e++#++++++++ȯ++G++1+`+i+_s++ ++I+ ++r~+ ++($++~+L+e+K++d+q+S+L+3+++n+2#+p+y+rAl+d0+r+cј+V+HsE+U+HD+qϢ+c+qnO+c/D+U+H +UI+Gģ+~++(+nM+.+=++~+ ++=+ +z:+~1\+ ++}i7+pP+b+pgk+bE+T]+Gx+Tn+G(+oǪ+ak+oX+a+X+Tt+F+S+F--`-o-&-B-L-@*-L%--y-#-rP--J%-z5-D-!:--!cO,1,N_,,l,/}-,4-,J,7,4,L,)-¨-I/--J-p\-<-c-2Ӣ-h-N-C-z-U-']-Dq--e, - <,:_,O,;,,M-,,),0,3,, ,,v,b,,a,A,)^,@,(,œ,^,;,YJ,>,&b,;4,$Y,B, n,,ɛ+~+ +Y+vg,%, ,;W,9l+ +=+:+,{w,T,qA,M$U,6,!&,1,k,ga,Ek.,\<,=5,,,2,L,&3,],,g,,O+b++"+$', k,,ǥ++$+K=++B-6-dN--M-3- -"-s-g-6&-K-!SJ-ݠ,-k,8,J,,j,Zk,,us,i,e$,c,Q,N,k,|,Vw +,h/,G-1.-  -,,/,@,FC,d-, ,,,h,,,_ +,Q,{,,d,Vv2,:v ,E,.:,r,P,Z̟,?g,6P,#L,),,P,4!,Dq,,g, 1,o,6, ,9~,$C,//|,,f,,O,J,p+ a,|+++++++^+;++^+Ƅ+ӓ+ȥ+MO,%Y,P/,`,P,+,+,NO,>, ",E++M++a+'+++N++F+ +B+㏦+؝+`v+ԗu+["+ƻC+(+î#+ކ&+Җ+ݍ+ѫ2++c|+%++<+|!+ڛ++o+1+,+]+_+z+++/+}++++ + +#+++ +3+ر+j+֋+˕ +T+%+++3+ɗ+ѳA+y!+++)+{+[+++f++P:++`L+++B+ab++f++f+`+7++p++|+ ++{+Sj++/+%+}F+z ++y+n`+`z+m+_+S5+FGz+R+F +l+_k`+l+^+Rl+E9+R+E++s++O+R+xm+>+w+++>+L +"+v++v+k]n+^`+j+]+Q+E +Q ++E+j +z+]+i~k+]`+Q'+F;+Q+F+++AB+e%++<+ʊ+?+ +ɨY+++B&+7m+C+(;+u+ + O+8+++b+k +^ ++R+8+ +:+[+ +_+&.+x+k^+(+++[+؆+9+.++++++T+}+ ++?++m++X+f&++J+++`+Q++a+++9++uN++t++B+J+$+ ++tI+H+s+i u+]G+h+]V3+R+GH+Rs+H+h+]k+h+^+S+I'+Sw+Ju]++]+!+}++~*+s{+~,0+syx+++O+bv+ +}n+s+}W+t.+hҫ+^+iF+_+U$+L +Vx+MA+i+`+ju+bPB+X,%+PK+Z2+R Z˴  `1MԴ Ĵcqcִ5J & V޴q +lJ̴ W6ƴy{ )yô >ӴsRBORZhDcw!سൔ[SU +ܡ +̴ ܖ +3eO W-˜id$. Դ V  8l:XHT0M&鿴_LwzԴF_YL +?y9cش"ѴFF˴ܴ~t9!nߚ{NR´H~1ɆhE`!Tc'~tnZj"~ڳTx}&Գ}O^YH${1JƔӳ*8z8П W' >]cY4j\ʴZ@Xг[v>GM+M7ȳ{π{hճijXǽwѴh+3wqWeŴ9 * ԮUE  + t޴H"PU,^!;=R}˴.qZn?? n ٞ N nʹ!Dk 1V Eܴ|en`B[t<US*>,P+&!X0մ;-۴(0$ɴF"^cմ+MjϴAM`_Msu# BZIFV鿴tNvL.Ӵ j4Y/}[5fTr=j93U״R0jV_ƴIz 6(YLQ)ION&Ĵ +p} + ̴t~orcV'䭴OѴRKܱEsyGZpiu&dt/lu/i쵴aꖴ`2Dv֎B'#B?AʴF{GV۴ 3~´yY{k妴ߴac^-q6#Ѵ uNy4K`P䓴:K۴Og̋ô\_웴jBdԴ9m˴ϴoRϴZ'3~ɴaɠk&Ӵf<fS_qڴa3ji⧴lqch5BuCBȴ(EZۄF޴Ǵ^ƴq4;x*m4qBwM~XKVtO~f5SJX".P +8s2$s܌mZsJ-` +Ѳ8 xϡpOֳ dA7_IгI5vD{F$d31`^UH]-Q@MӲóc` }Ah"80ijєLʳ +WKvX^Y S 41{S  jl\}Oxrܺ 0 ] $k,U'˴_5.4˴C-Ĵ'{QK_}]CQw` . +4 ŴMGd &x ^|4S +-M|@Ӵy~nzPݴWƴB-9Hȳr5FQ]rCRF0}|P'Q*idR +aL? δ4y-RY ݱ  `޳x2˳c䖏;>U "ڴ ) I m !״ +} P[  +Kڴ Wh Tm|+ܴ/)´1TgK{X;δW7NִϴtVDO'ɴtɴ_9Ѵ~fk0^&h˴78b˴s"մKD<R^d YһǴĴfSw"δo$ Eڎ 3#}pŻߴ  +;0*8ĴDOTn2.ւuc2gkFJ~&ZI ʴiS0qWM;p*\?(r̴5Ǵ0Ȝ#HFك_(Դ @ v ȴ)  +/N )OZ:_K @̴!d-hQǭ#Xʍ$CP/8]  gCd5PԴ&k +o{̚#Դ"/ܴq7lrr մ7)麴dǴ۴b۴ٴP + 1\w:=㩴Wʴrôz Q2˴t 3hB>\#_JLu@P2rxuP灴iBHUo=#qaam۴zd=X'c^0tR 8gwo2s`Ws)*x(qzn +!I}W%ms˨x&ܴ#`Ӥ&z"zb̴j~Ub63ϴ/YشOR7+:J+-"+:+. +!++!.++:+.H+;3+.l+!++!H++ +*:+ +%"*Ɋ**<**;6+ +0g*|+ +5*u*P*B*!E*U+;U+. +;dk+.v+"L+}+"+=+;b"+.?+;P+.m+!+y+!++ +6*6+ +6**2*{v*R*ӹ + +7b*+ +<*'*臗***Ԕ'*C*6}*G *G *">**J*`*Z**o*****1*v*rL*T*s:*V(n*9*!*;*$0*t*X*vQ*Z^*>7 *'k*AJ*+SS**!_**4*0**P*nn*f_**{*o*x*x**U*f*x.*]Of*{h*`*Eo*/T*Iu*5i*~j*e%Y*x-*j)*N*;R*Tm*Bu+;2+.T4+; +B+.5+!v++!:++:^+.+:+-L+!++!+o+ +Ga*g&+ +\*;*Gj*>*߭*(+ +*E+ +*y**0*h*؇w+:p+-+:<+-y+!++!+J+: +-+9+-+!<+C+"j+}+ +i+j2+ X+L**&*a*+ Ԟ+(+ p+~*2*a*Zo**]@**Çv*6*X*_*>&**K*<*Ʈ*-*{*k**,**o*x*v`*[J*K/*c*T{*X*~`***l*^*v)*jp*Ȼ**$*{*"*' *'*<1**]*.4*,*x*׊* **ݎ*j=****wqg*8****S*a* !**@*1<* [t)>*W))l)9)nV)***Ư* +_)5()ር))J)k_)m)8z)0))yQ)))9)))r=)*V{* *">*{**%*r**/*?**d*,*!Խ*53*+**W*',*),3*7* c*w**Pd*6mt*/-*L*!*./*1=*@*Ct*c*Yk*}3*Nb*(3*pK*>dV*V*v*qJ*\ *-K*V0*B*p K*$**A**m**Ʀ+++B+$1+T.9*R+ *.+`+4>+f+D9&+z@*Z6**t"r**3*Ӟ*-***_*5****h+ +A++(+FB+7A+Uf;++g+++GJ5+,Z+X++z'+ +p|+ *>B*78*I *CQ*4*8lK*CW/*I)*U*Q*c*`l*SK*[u*d2*o]a*Ba*Uq*V4s*k*qp*[~**!*k*****I*(***qm*q*H**w*uJ*/****^*N*I*z*+*p***,*9**^**W*** +*ʱ{*5**°+*ƛ*m#*~*5*&+7+J+%**(*!I+++2&++A2+;+i+K+|++o+X++[+^+ku+y+m+ϣd+a+ϟ*+C++{+++OI+8|+]+ I+&%++1x+Dh+j+PB+vUm+|++++&9+3++2+++H+K+Yx+I0+:+]++9+-+9+. +"f++"Ѩ+*_+9ڶ+.Vr+:Z+. +#^+)+$++ 1+~x++**'*ԟ*4+3+F+~+?*9*;*l*U +:O+/W+:y+0+$+(+&+ +;WN+1p+<+2(+'J+1+(j+ 7++ +?+ +*z1+=*9W++q+ s++r+U+ ++Rp**& ***G*\**&*Ͻ*~I**ב-*G*1***`*T**%p*j*v*M*x*z*U*w*r**1*6***H}**~*Vu*RR*ݒ*l*̼*!*e*z*@*3>**떇*__*Ƥ|*X*wv*K*Ȃi**ћ**l* ***7*{*A+=+3+>T+5'+*5+"A +,k+$+?L+7 +A?+9@+.F+'~+1+*++<++ +t+ >+.)+QB+ `+ +B+$MS+Z+lL++++CI+;+E+>S+4+. +7+1ן+H+A̋+Kd+EXo+;+5+?Y+:m+(4+#+,rT+'++;+#D+ +0+,+5N+1]+(+%W+-+*m +*h+@+*H*{Z+}j+ّ+ +Z+ +5+V+~++y+ D+ *}*>c****G++t++K+ +1+ +j|+{a+)+++++K+9++k++",++&.+"*+g++y+D++ zn++ /+*_4+}*+V+p+ ֈ***Ɓ*˖U*J***g* **E**\*u****ļ*q*ҟ_*Ԅ*ź**!*f*Vk+ 5+U+Բ*f* 8*V+ + k+ +:+!+*v$*S*F2*W*C_*al*i*'%*»*ii*C**~+c*+(j*+ +++ ;*+nj+"+++"+ ++T7+t+-+x*+!2+:d+)+B}+Y+~G+_+X+/0+F'+2+F@s+aeR++[+r++7++X+z+L++!+++.+Y++U+p++0LE+>+&)y++ +K+V+++%́++U*"*K**%**,+]+_~+*+Y+Jo*)J**[!FEroZҫZL2*Ͻ*r+++=+o*[*v+q**T*S*`*T*+*d**ﶥ*n*g***D)-*L*LϜ*>$\(5Qq>eFd*:*W*.*gU*)52)|*")N)U=Jª,ΫKͫ3ڼFYu୫`JtMϬT@GDݬ.1'ǬuTW#*FAb_Kf丫<\zё&6\r"WG7K{ǬUdt jkFRm/Q&m4-%/+4X(j8:\Gi󌬥ݬk9Ǭ򬭾-F'!VP^:(AqL{۴鉭ט喭ZCy~J ʮs߮6䐴xFdt̬ #V u ! srppȴ r . q ! ܴ!!\!!\Ѵ! + Q!d !E!\!!\]!7nɴkn ? ; q c qȴn<ȗo&ɜ  r8  r ‚! ¥!!\#!![̴!~ `!' =!ȴ!Zƴ!u!Y!!"̴!"u"7"cٴ"6´"c !s"!ѳ""5۴"a"4"_W"S"M"3""Q"7"P"⤴"""˴" +"Ư"\"E"ۮ!"W!Ϥ"#"1"\m"0*"Y!S!!!^"-"V"+"R#""V"}"y"8"Ո""m"z""v""9"["u"`p?ʢqP s> !! sśu\ ! r^ "d qW մ! n!K!XF!!U! ! ! !Rʴ!+!O!SvѴxϻ "< o !I myizE д k- p h ƴ! +- !!Kk!K!E! w!{ f )!A!xi!:!o!ʼ!!Դ!ܴ"&"Mô"!״"H!S!!=!̴""A"N"8"o"c"i9""""Ӵ"Ҵ"a"z"V"q""8""h!!労!A!t" д".g""$!ô! ! +!ɰ!"!'" {"M "e"A-"V>"w""h^"rд"1N"G"#"5"Ui"^"C"I"# ޴"v# #>#&##d"̴#""=#q## Z##+W#+R####!K#%1## # +#޴### # \"ݴ""䶴""_""##%"2"D" "徴"К"´"ʴ"?"3"#5""2"ꑴ"/":"մ"z"~""S"Á"""ɴ"{#W"u"x"Ƌ""_h"6"6"""G"T"i(" "B"!b!=!Z!! i9h ! *!= VҴ]*/ܴ""jx""E!"˴!ߴ!D!`6"fٴ""@q!2!w!ô!q Q  "Ӵ0 7ZԴĴ Z״]"ŵ""f"""-"̡""""S"D"]"""|"&"x"x"z"""Z "k"4 +""uK"w@"S"Ix" ""!-"۴"E"vϴ"t""s"j"U"a"Z"I/"Af"N"6".T"մ"Xc"/"6" +д!!Ĵ!M!sK"!1!뻴!q!$!9޴!e "!g!Ǵ!|!02 d +!Q!;ô!| k! 4?Ei+zAK,rϴ5SR۴&!> Qegߴgpȴ ִ  eG+ ôg; d Bq.lႴ?m6+fƴ zhzζ{/  e  `zѴvyƶ  \ ܴ V^ c y !3!g!*i!^- Y ޲ X =!ô!N!l!A-xptдv NҴ  G]nJh/P ;״[ - k M ٴ!2 ! t + am ʴ !i ! 턴!|!,!״!*!!!k!꒴!z!!jF!9!ڴ!ּ!D!V"1""P!Ŵ" ",g"/ȴ"c"!ڴ!`!!o!ش!ϴ!ݍ!!Y/!x!B!c!!t!{W!!-0!H-!!.!aV!o!!A!O!!!!!!!!!z&!}Ӵ!X![!z]!n!UĴ!Ib [A"m } O C*{´ R  @ gʴ  / ) RM  7 v W tD3j"Y\MA(]lŴP@v 3? 8 Pʴ  .vڴʴ Wݴ ݴ! . υ +! !.e J! ʹ Ǵ ٴ у V Z ȴ!5:!6M! ! δ!1!(y! .! ❴ L 6 Z ׻  c z C T ״  d> }M  4޴ Q Mu ii @ n k ɴ! ´!P 0 ִ T!&!>[!!C"cP"-@""""E"!8!ִ!Ŗ!W!ޥ!#!!δ!!ʴ!pV!!ִ!W!P!/z . |$!g)!ݴ!9 r Iδ %!w!Ҵ!޴!k!r!E!J!!Ǵ!`!E!;h!'!*J!! ! ī ?  sԴ  oJ 7 + ֭ W O A  Y!+ %;tr뽴<Դr/_δSݴ&ʴ qUlʹ՜ѴtQS-cYq̴\^ 0AXh  < ̖!ڴ"!ô!Dt!"쌴#}̴qna kĴ!3k|"1#Rg"ܮ#}#v#e#u#a#G #U!! M!ƴ!!!!!;!!!i![!Pִ!n!0";!|!B!yҴ!!Ǵ""o#)S"д""^#~ #vĴ#{9#y #j![;!l!ġ"bƴ"Sw# +#!ߴ#}G"gO#/7#4t#|#|ٴ#tN#rд#^ƴ#}#w#ut#d#gմ#KK#En##`#<#:#{# +δ"x""|"(#~E#}+#u4#z"#lA#c޴#B#o#W#P#$v#2"u"D",#SL#(&#"Ĵ"Ŵ""Դ"H""t"[" "/״!޴!! #"D"Ǯ"@""N"Dv!ۗ""9v"1ʴ!ĩ!&!N!Db 3!!x9,b,, #b, 4^,5,,s,,%+++p+w,+n+++bw+cP+K+l,+@,IM+P+)+b+]+/+++i++2++ܓ+C[+ل+Њ++̰b+X++ e+u+Ьc++̣+Ň+۞+2+0+e++߲+O5+!J+l+_+ҫ+˿{+[Y+ +"+/+X+A++"+=+X+4P+;+ +d++++i++ ++2+y++1+`,c,,2,,+l+h+n,?+@++++D+Y+&U+[++X ++9+TS+kR+l+?O+Wz++g+v++|+"++o]+,+Bi++߆++"Y++++ֲG+D+X+h+ +m++w(+g'+L;+ʺ+ʔ++Z+&=+ʇO+e++d +nc+G++d+++o+&+F$+p+§++/+/+9G++C++++͏++Z++ ++u+<+8++K++++++Nl++FP++<+.+@++U++w++++C++;+}+e++W"+w+8+J6+k5+++X+$+ih+x+O+4++++q+++ ++!+Uh+>+Qt+P++++~o++&+yC+U+Jk+++k+++l+O+U+a+++i++++^+++7+u+&8++4l++ +&+++$++h+Y++k+ +:+ +++x+S=+=++++++~$+tt+~+v y++W++a)++w~)+d`+yN.+lJ+d'y+mC+fYJ+\+U+_N+Xѿ+o/+h+rU@+k+bk+\t +e+`q+++3H+ +2+{f+5@+~"_+̎+^+++n+++R*+uu+o7+xQ+rV+iP+d+m+iO+{V+w+R+{i+rq_+n)+wh+r++5+z+k++++X+++?2+߰++ԓ+C+ ++~+s++e#+:?+0++D++_+Ɗ+++)+@+S+<+(r+HB+_+;+1+++*+++6+++++-++ +޾+M++1+~+o+>X+U+K++|+7&+M+0++++t++@+l+\+-+rR+M+|+q+*+++++[+Q}+{+w++z+@++l+++}+lR+~Q/+Rc+++ + +4+`,+R++l+Y;+A+++t+)@+?+++*++|P +5+vD+{J+?+E++!+j+v5+W$+޴+f+˄+I+&+Ņ+ĢM+f+ƕ+xU+ +Q9+|++$+?+ +++O ++[*++x+"+++[++R+++T+_+~++/+6S+V*+A+`_+O++O+++~+q++++P+G+$++}+m ++e+y+o\+u+9++++I+++ +aL+*+CE+++f++++2+*+5+3+++B+N+T+++8+++++#+q++x=++D+^+++I+@+W+++E1+ [+4 +*S++,+xk+++J+#N+~+ԇ+0H+q+`E+"i+;+++R+n+ +++c+-++H+m]+x+é+9++$++Q+zQ+h<++d+t+++ +=C+9+!;+RB+z+++k4++!"+X+m+[+d+U+++9++ʼn+Լ+:+U+2C+S+Y+(+)k+Į+]+n++nC+ע+Ҭ+օK+V+q+++ɬ +h+;++#(+&+2;+݂+ק+S+4F++p+++j+s+ ++ ++̿+4++]T++O+1++?++G4+J+0+$0+Y+++T++,+{6+?+}+1+++0++C++/ +?++@+:+ ++V++[;+#++ ++ș+++++c+?++=++\+Q+0a+7+++R++A+4Q+-+ˑ+++m+Q+xs+B+L+q+I+\+r+dY+9u/+IfQ+n+<+Yg+j>+5=+!|**:'g+"W++d+z+m+{++^+G++4++s[+6d+Q+:+I4+u+**enqB?*Aa)H;{ͨ竩 z+8h+t+l+YE+AN+ +G+k+o++ƨ+2+a+(+ō\+&!+m++m+~++cx+_+i++y+9+++ +['++Wq+j+Ҝ+ѹ+m++Δ+>+ٻA+G+.O+Y~+.+hA+ۘ +#+C+c+|9+++w ++`+++ĸm+++OhC++M+`?+l++G%+$*9n*-1S+kL+9+H*DŽ*$A\ J[6>ӭMyWd7,>bH.>E1q鬴5+l +"*2*os>es*<תGM*Hmt!,TNBt985uqP Md3ƬMO9vӼS  % ̔ 2Դ  +ې +f 0 F"1ghm߻zIr6,#_I~ހ?- ˴3@IpsbiFqgja&-,xXϴ;Qtִ-N2ttMkG>1L6!\Ҵִr#T:`btTO g_O.`b䷴8ʴYsc_VʹCowݴ J<w15n +7 UkF9+^x致*^n|i5N㭴؅o8u S!D ++̴l6v᮴BriznWشMGD%մ7j'Bմ{Ѵ'lL;^GuY2.A!$ʴaӴ3ݴ- ,w۴s l[RŴʹLδ'GxERsjo̴ (tG]$C2f]+ e5?ʴHk)+t`6N[yδ?חX˙*S״m.G$ Yh_|h1شZMT<+t;7X_{9(Ĵm֎jl5CJTM۴zbɴ68Nȴ42YJb Lp\˴Iy&JeM̴xFÌXNUL)ޜ)Ӵxs.ߴ%z"l4ܴ_A#,y~eDE㽴Kƴ޴Nz1\۬ʴ VdBxHo+.-]/´@VҴ[uu<7pr{i5&Ӵ´g~Uܜ´y/{=ɴѯIӴPUӴyPдDu7OcqbM$R 8tǴBִO}ʹGp쟴z +״9^)@Ѵҵ+Ŵ%y:\oȴ˖=epܴ#❴vYwT࿴Dhu"ܴ@nGeδʹE}[-vi4Su ܴ'l.IBew۴zѴN:*43F(G1E労Ӵ]p M$I[s_}Bpô5´hS̴c66#u~4 5Ţt 28Ҵ4fePei<.(Q G[];vҴ`}tڴvGhxq:h1w)ɋgՉګ>$w+kKဴD:$뽴/'ٴ30<gIlڴ2c.Mh8IYMitǴf>,̴(`P=:CJLq˴mnmUBBdt*<aŴݴIftίȃY}xdBFK۱)Ĵm=h)2PZk+NqٴtS_>(ϴV`V|@ đ|Cw]C\=o+kȴ3iR"c5EtdMƻdt9xW TȎDh2Xa-˴픴10u." ~=FQSw<}Bq{\`^ŏpʴ~R$N{/ȴ2{D<Wjش%7ʴзگҴѴ (GLMJŴ7HILWL<YNn/EJ0NN]<~´RN(l֐_77N+6SCz7ەQ{5~"/Kz˴TZ<}[ j bʹ !q"i!"#{" +H3/xq@k%nԴqôB FkE۴ Ǵ? D&"x2#H#w#{{#eN!5#}޴#7g#t#l#Eմ#R#Ĵ$մkִAݴ6FɞC`lM,4>'}ʹrG>,k2,Ŵ;,ڴf`kٻ4gMqѴܴXda*4⇴!^3ZŴcU1mͨaCzN]疴e0T%/ f"z!#~  U!"#v#}P#h|#z#_״#k#A#*6":"S"m#T##9$"R";"v"Ӵ"K "=!#~:#vf#TG#l#@!s#|m!閴#{#dZ#/#a#-;#+"b"""yҴ"'"W0!"۴""ੴ"t"M5!!"RJ!+On+I>:+RX+MyH+CV+?&p+H}+Dc+V+Q:+[h+Vq+MdS+I F+RN8+M+:+6ӕ+?+;y+2+/+7+2+DǠ+@F+I<+C +;+4d+= +4#+`+[z+dr+`X]+W~+RV+[+U+i +dE+m+hhP+_$+X+ab7+W+L+Eߛ+N+Ex+<+/+8X+%.+N;+Anm+J+8+.++^*Pi+*tI+$+,p+$+k++G+6++k+j+'R+.R+ *$*-c*S+c*"**Y*n)[)C*7)m*s*:QP+'/++ +s*v*x*V*9ޠ*!*\w*c6>P^-S + 1y!/K$9c;=*\ٸ74ì9ެx.é@+qY+j+t'+k+art+ToD+^>8+K+t+h0?+r9+`o+VO+<+G+#+A+']+1+ Q+nj* '*)@f+*Ɵ@*%*U)Ϫ5vӮIo+k~+S!+^+<+0*+ +*+I +d+)*R*L)kRޙv*[19ɩͮ۫&5 ЁݫB~v?6¬ d/\϶Q_5UGN,l꭫{z.^\S)f#3h) +jy+o358b[77h=-ބ1;4ot%p]ڭ qQg1/$Xc)D}g똽M8$_XS<.-Vkͭf㭙ޭ*tΣ&ʋ孕ɷŭԭ s%]!tMRD[ƠKʫά7, ά;ꛬ:jȬuଉÎe3m[O~L!1bF̭cE7kA4^pt<07d]ȭ-ek⭭tS^˭ѡj^=>$6'ڮQ0[m 2EȮ>bhrnLRz[̮EcЮ;eJ*䉮-QYZU>:Y[F/45ۺ%`, ^֧ +hu ݮ_IP)%l˯=FC]X96kxwyŘ̭"x2+ +P,*wm; ll/.(\yI +00^+^卮W ^® zۮџb+Ȯ)#UVZ Z\R||Iήoﮩ0A:Pۮ/Pv3Ѯv˯/q0L2ZԯR{P>HsQR};M+ί0a`382 PMRzs -HMȯjdJ;Yoba5.诗?r4LJSS]vu<@NСz|g |L[D~%8חk..Xeӭ"9"*h1|>%g/?Ee\8O?בSn3V;K ¬)'Ѯ%&, o$(b1#Bɯ;D],ĉL[HRkxpHƯWUﳯpeNz`ү߯X133)*JVTx֯m d>(_dPr78n 8XQ0j^UX%ׯV%|ׯR{šھȗc}aڭVŴۯ ׉?װy ,=唰Ayz +o ,* ߰h_W +Fذ {I|ï\ϰʰrֆ 2D%&|mb S + ?B}NZŰ큰pذ)a V=Ұ9 HX\Zد_鯀j篅sүߛK0mcCga SMBLg*b̯r~곯Un +N_AΆЅ|Ueiǯ4@|ίKXSA$ri=qDP(/~ +=`mKWUWA'ES%XISU,-\.x/d 7/Sկ<59-si.\.ƒ/Y3./6///}{|/l//5ݴ +b1Sz1˓ʹ ctNjYߴ9,K +32qX}by_^):m\];f?UMϴ#ߺ'fYbM Dge 9 Aٴ!F3 ^  D E ` ݑ 1Kݴ y; ܴ!Zo!0" +P! !!}d"D"U#2#*E#|")##X#|#|#q#r>#Z޴ Bv E !4!w"R"##}!""u[#~'#}#u#vI#`\#}>#r#s#]#\I#3#5k"#_ #7L#: ""J"+">"b-ݴ ăcUFдlr2Ytoe A_ !ߴ"?"q#T cZ!Ҵ!q"踴#"޴#z^#{#jWidߴδ! _"U´ִ Q!,!A#~@#JǴ#w"#|δ#}#p#n>#L#QM#H#sƴ#U۴#\ٴ#*#!8"g" +"c#~J#w#x#f=#c#;ִ#=#̴#hE#D#Id##"""v#"`""lƴ"e<"?"y!x"o""!!K! ! *G#""j"O"޴"-"5!""=-"F?!֭!ѕ!=f!KQ !T!;!+ Gմ 91ߴ dJBgQ2r/ԧ#|#r#qδ#[#]h#8#6\"-#ZL#4#3 """O""c"N""m"nC"q5"%"մ!"hA""\!!ڴ! +Q  %B""""]"`"۴"!"_"r"!!0 + !  ´ Ս?b&&HqFԮ! !/! C Z[8l u]|hi{ *|Ǵ媴 +? _RJ " /1;\9)!!Ҵ 맴 hMɴ77j ⼴k YQ| o/; +7"a۴?'Ps,\t  L{A_]5F/3B,.p5̼ ð? 0 0J3S x 绳 +ҨGѲɹ 8 g8}°I[$gMܳ;Ҧ4LQ}JcֳJԉ$ѳ6$ ׳|w@,CMнʳ9߳3C AYF4hh/ ȳ夳y$dcV>8(sbͳG?ϳ$HgoԴ!,9""G#{#y#c`#h#="#}#n#r#Q#Iƴ# +&#"V#6Դ""x"""P"X˴!""iĴ"{<""M!:!~!#Z###5"7"щ""B"I´#"ش""u"Ze!0"ȴ!/"7! !&!Ue!2 L IsM!n D մYQQ!c!X!hƴ A ƴIR W .ô$<#`w !eAZs a2 )شQaɴkRq6#˿\1Rz +PrXδ`m մ +Z'p0 ʹ (oqcҴ-'Y"";U"S![!s!@!e u"#!״!![!մ > ݴ vO|hOQ9yՑ0oqPჴB +!!'!~> QmU ' ȴ!u* S!! 26, {% +yu9VgR~qUִdƴZG^v 2E.2D6 δ/ + P~bL۴kL|vij|q92)hi &weŴ QՖjPw@bذ ui +k؄ 72Z`h AJ( +wĴGrKĖHo +챴 +x_2 y2bV tLFhW^p;c]=v뱓QfNƻ"W˳Gl)OԱ824DZ òaFQ(lfvұ8#]rܰ]dmb?)+\I=xP\ +hj1&z:0k&ñ7eKp ٗ8_9.DPLb ׳0e>˳6j.B:e~%]<.E㳉gTحų1_ӳ™ JBi%andFJ+r _ڳcjȳ^1 +N 2{44_47tȲC9yqhƲc2e-(WH/fD;|R$''cN]LIVfJ8,m j TђA{y@Q^xE>5NQż{8#ػش"+5-5Y2f45x56ʹQ*k4O4%5ޘ5t5\H5m6R +5F56G63Z*7&H*,**+*!:*!*P** Y* e*˜** * **Y)* /*z*[)))壠)䭽))3)k)b)ڂ)`)Ð$)N) * B*9*;)W)` +)))x)O)5)))ң)݁)C)Dh)ҌL)d)µ))&)))))R)e) )K)A)t)D)))>)))y))%l))/)U)M))`))Y)N)#)P)DB))jz)j)UT))ii)i)TSg)TB)A?)A`)/[l))u)|)J)+R)h)i+)T) )i)jx)U)U )B2)B)1UF)TR)A.?)A~)/X)/d)?_)o))0y) I)!%)L/)o)|)()g))))))))q))n){)()}))ؤ)E9))vs)))kc)m()X())o)qp)\V)ZvB)GT)I)7:))KT)) +)P.)t@E)w)b') ){a8))je)f8)R)Vo)D#N)_k)LR)O)=):4));),o))@_)/)3")#w#) y)#)p)f)W)D)E)3)2w5)"C)#))5)%X)'ZG)I)])) +z/(b)d)u)(;(((ރ(h(5(Yb(䧝(ϭ(̎?(((S)+) +))0((y8(٘(c)j((x~(Z6((:(,k(C(F(( (2(|~(((V(-j(((!( (Z( ()U)B"n)A?)/)0)y)*#))/id)) );)Q)J)o()HA)m)J(늄((((T(릠( +q({(((%J(J(f)X))5((찤(0#(-(e((zV((ũR(((#(eg(Ϝ(fJ(`((("(!(G(^((H(N([\(pS(rc(\+(Go( (և(4( ((Dc(g((N("W((6(jiL(k_(U(+(it(i(TR(T(@1(A&:(0(T$(A(Bo(1(0i(! (!( (h(l(nN(XM(V(C(D+(3Y9(Zc(F(H)(6"(4($/(&(,(2("k?(#6([(^(('H(( ( ''.'@'W')(ǔ((#(.A("((( (2(/((y1((| ((jw(0(u (x(bfb(_L(K0(N l(;(e[(QZp(U%(B5(>7(-#(1(!(7(0((t%(n(YzH(^e(J(z0(cY(j>(U(Oz(=r(B5(1(F/(4(8C((($((( ^(-(("l(k(e( ('MM(9G(((+#j(3U(( C(((+(u(T(e(5'' T'M0('='b','k'S'-'N'un'''s'mp'W'N'3( 3'('ڔ'濜'{'''N'S2'O#':'('-'8'''"X'S'O''S''E'@'V''':''ɷ'y)o"p)[)`")M2)Hf)7+);)+)RW)@Ȝ)Fpy)5)0Y)!1)&7D)o)'F)i)I)S) 8())x|( )@{)rn) +d( +(i(0(({);)+m)1)")4)Z)6)E))a)4)!)S)%-) d)F()rA(?((] (~(}((()((F(У(E(8(@(}(M4(һ((m(((I(X(D@(Q((.k(&(( ()(U6(0=(((U(qM(y7m(c]i(j(((t(k(V +(_W (K((8+(WS(M ((t(;(((N(LJ("9(:(~($(te(~{(hq(s(^8(Tl(B+(JS(9r(hC(T(_t(LL(B_(1(:(*))B):)E)jV((.(Ju)4)B$) ),h(Q(ޤ(V0((=(ȃ4((_(#(((.($(#([(\(r( ({()(9)2( (((K!( )<(u(`F((q(ȩ(C((ς(E(75(F($a(([e((u(;/((g((d()(8((((x(a((knM(x(cb(ϴ(((((p!(\.(j7Z(VT\(WOt(D(P(>O(4($(.:(B(I(8|(De(3T((T(9{(#}(("(yW((s(dCi(P(_ \(L(E(n](Έ(jO@(Z{(GM(V(DMg(?(.T(:H(*É(;((( (6:('> (3($*Z(޵( (( (\(H(O#(=n(7N('h!(-(P(DK(3J(:Q(*=V(#s(J((=(( (|(!)'P''}'N&(['l('y'&j']'ȹ'_5(1mO("(~()~((;(u( (`("k(({((y(4'C(y'$'p'^''غ'ϊ''O'~' +'ϫ'*}'ǃ''}'|''['f'ʭ'''0`'Eh'4' ' K''Lf'f''\R'''S~'f '''k'r8v'^']'yb'k'm'ez'S'Ya'H^V''`n'.'4'''u'@'"y''ħ''x3't' +'jt'u'ad'j'W8'OI2'>'EL'5'`HM'M'V'E$'<'-'4_'&*(xO( (r('"'' I'&-( (ؔ(k'`'a'2'h''2t'.' <'''P''L'Ĥc'''d'3S'X'N'(x-' (X''('u'sP'Ɗ0'/''Yr'y'Ծ'.'Й'V'̍'n'?Y'q'L'x*''k'5y'n''a '''q''/''' 'vB5'a|'m_'Y@b'*#'z''s'eY'Qb'^'K'N'=S;'F'6:'-'Y['' '6'@k'/R'9')'! `'y'']'1'l'{'e'W'E'Q2'?'u'`'pAL'[S'L':Q'Gs'6R'4'$|'/W'Z'' 'H''*w''&`0'߮'I'[' + &s">"ڌ""j""{".""水""ش"X"#6#_# "4##x# c# ###.# #T####&E#&|#-"###*###Դ#۴#=##ƴ##Ӵ##&#&^#-##&#&#.#.#4#4#;&#. #4̴#4#:д#;#@#@#F#Ĵ#%#&#-`#,#3#4E#:#-#4#4#;#:մ#@#@δ#FW#:T#@9#@{#F #Eϴ#J#K8#P+#F3#Ka#K#Pg#PI#T#T#XĴ#;!#@#@#F[#Fc#K#Kz#PF#FC#KC#K&#O#P$#T#TL#XQ#Pj#T#T#X#X#\#\#_#X#\L#\ #_#_ô#b#b#e#V#&-#%˴#,#-#4P#3ݴ#:#,l#3d#2#8#9#?{#? #Du#:u#@]#@#Eb#Eô#J#Ju#OG#E#I#I#NC#N״#SD#R#V̴#8##>R#=m#C##Cܴ#H#H/#M #B#Gd#F;#K*#L7#Pڴ#O#T#M#R.#Q#U#VA#Z0#Y#]#T#X#Wִ#[z#\e#_#^Ѵ#b#O#T #S#W#X#[#[k#^#W6#Z#Z#^#^#aĴ#a8#db#_N#b#b7#e(#ex#hA#h#jX#dǴ#g#gj#iϴ#j#l+#k#mش#]#`Դ#`\#cL#cϴ#fѴ#f@#hδ#b#e#d#g#hE#j#j #l#iW#k#k'#m#m{#o:#n״#pm#l#n#m#oŴ#p #q#qJ#r#P#T#T#X#X#\#\#`#X#\#\#`#` #cF#c:#fX#` #c<#cD#fe#f_#i>#i@#kt#fa#i9#i%#k_#kk#m#mq#oL#`#c(#c #f#fD#i#hܴ#k>#e#h#hs#j#k"#m&#m#nϴ#kQ#mQ#m9#o #o5#p#p#r\#n#p#pp#q#r'#s#sh#t#ky#m#m#ok#ot#q1#q(#r#o\#q!#q #r#r#s#sߴ#u #r#t#s#u##u%#v0#v,#w#u#v$#v#w#w#wߴ#wִ#x#rt#sʴ#s#t#t#v #u#v#tɴ#uٴ#u#v#v̴#w#w#xL#v#wʴ#w#xs#x#y#y#y#x`#y#x#y#y#z#z#zz#j#lմ#l#n}#n#pI#p!#q#n9#o#o#q<#q#r#r#s#qҴ#sA#s#tZ#t#u#ut#vp#t(#uK#u#v#vJ#w2#w#wմ#p#r`#q#sR#s#t״#t#u#s#tD#s#u#u]#v^#v#v#u#vд#v#wq#w#x`#x0#x۴#w:#x#wʴ#x~#x#yK#y#y#v#wp#wK#x#x2#xݴ#x#y^#w#x#x#y(#yG#yʹ#y#z3#yt#y#y#zZ#zk#zմ#zƴ#{$#zI#z#z#{#{#{j#{Z#{#y#y#ys#y#z#z#zo#zٴ#yִ#zQ#z-#z#z#{#{#{Z#z#{K#{3#{#{#{#{Ѵ#|#{r#{#{#{#|#|?#|.#|h#I#N#Mv#Q#S#V#V#Yô#P״#T޴#Su#W3#X#\#Zд#^#Z#]#]0#`a#a#d#c6#f#_\#bi#a%#d#e"#g޴#f#iT#V #Y#X'#[#]#`-#^ȴ#aӴ#Z=#]#[#^#`#cP#b +#d#b#eɴ#d#gq#hM#jy#i#k#f#h}#g}#i#j#l#k#mp#f#im#h#j#k#mh#l#n#j!#l#ka#m@#n#o´#n#p}#o"#p#p6#q#r)#s#s#tL#q@#r#q#sN#s۴#t#t#u#l#n_#m#o%#o#qx#p#r#np#p#o #p#q{#rӴ#q#sP#rϴ#t #se#t#u#v#u#v#t #u#t#u#v#v#v|#wP#]#`#^#a#c>#e#dy#g'#`#bɴ#a#c#ev#h#fj#h#hY#jx#ia#kW#l#nF#m0#nд#j$#l#j۴#lȴ#mִ#ou#nt#p#b#d#bʹ#ek#gZ#i#g#j#c#f#d#f#hg#jv#h#k +#kg#m4#k#m#nӴ#pQ#oB#p#l\#n)#lܴ#n#o#q-#p #qu#oߴ#qR#pU#qĴ#r#sܴ#s#tJ#p#rO#qq#r#s#t#s#u#t#u#uZ#vS#vڴ#w#w1#w#u#v#v#v#wr#x-#w#xm#q#s#r#sY#t=#uP#t#u#rw#s#r#s#tǴ#uǴ#u#v#vG#w&#v}#wN#w#x#x#xô#v#w#v#w#xC#x#xk#y #t#u#ua#v`#v#w#w<#x#v#v#v#w\#w#xo#x#xȴ#x@#x#x#yJ#y{#z#yմ#zR#y#y#ye#y#z#z#zd#zѴ#w#wδ#wh#x%#x#y##xҴ#yk#w˴#x}#x#x´#y#y#y`#y#y#z1#y#zj#z#{#zش#{4#z0#z#z`#zѴ#{#{a#{0#{#zy#z#z#{ #{?#{#{v#{Ĵ#z#{U#{/#{#{#{#{Ѵ#|#{ڴ#|#|#|D#|Y#|#|z#|#|-#|i#|Q#|#|#|ɴ#|#|#{a#{#{#{ش#{#|7#|#|[#{#{#{մ#|#|;#|t#|Y#|#|q#|#|#|#|д#|#|#} #|#|Դ#|#|#|#}!#}#}0#xd#y#x#yA#y#z#y˴#zL#xش#yr#y#y#y#zv#z"#z#z#z#z#{!#{W#{#{z#{ɴ#z#{A#{#{_#{#{#{#{#y<#yǴ#ya#y#zG#z#zg#z״#y#z #y#z%#z#z#z#{#{#{y#{7#{#{˴#|#{޴#|%#{O#{#{b#{#{#|3#|#|D#{#|4#|#|N#|p#|#|#|#|(#|e#|=#|w#|#|̴#|#|ڴ#|Ҵ#|#|#} #} #}?#}.#}N#|#}#}#}(#};#}Z#}I#}d#|P#|#|c#|#|#|#|̴#|#|r#|#|}#|#|״#}#|#} #}#}3#}#}>#}S#}o#}\#}w#}'#}H#}0#}Q#}e#}#}n#}(/E( )( q((O(V('D(:(>(2W''ט';'\'D'w)'''r'H9''6'''H'XJ'-P'K'''''䝇'f'%'k''€[':'g'm'ܔ'@'&"'g'-c'~'@''+I'2'['R'0'''' ''$'x"'wa'g'''''8'2'';''(';'''|''{ 'u'\';r'P''' +'G'Y'n'r'l;r'}$'|'hl1'ga'-'#'{'m;'s('hS1'`'V7'iXz'[h'X,'L'Pa'Fi'AH'8)'_g'Y1'N'H'U'T@'D'B'>|'9'0'+'5r'35R''('$'־'o')'S'mj'!''ݜ'>'I'?'''y~'|'i'*'w3'x'fY'f)8'V'Vt'HBS'g 'V'Xi*'H"'H':';'.''v'&u'pk'ljs'Zn']'M't'a'fC'T^;'PX'@{'D'5Ty'J'<c'>'0`#'/ '#N`'$.'a'2{'%s'''̴' 3'Y'q''I'= +';R'0'3'*I'&''.q'$'#l1''|'a'`' '#?'@<'''N''' J' 8V'D'e&'%'&&' ''#'\p'i'a&Gx&'B&&=[&v&8U&q&ނ#&O&Z&!&{J&(&&L&ӧ)&J<&Ղ&f&Ѵ&& V&q&G&u0''f''[L':g''?'e'#M'<'iKK'nh'''w +'ə'Q'P'L'X'9u'h'\''''?'1''+'''U'Y'C'F'a'kҞ'M'Vht'3se'6Y'$q'&l';&~'C'*8'1'z''c<'t' Z''''N80'\5';L''H'o's'X'm,( +('V( (1(JR((5z'FX'v'ȼ'O(("'|(ݹ(h4((P3(o+((F((ue(:~(V(',Z(@h(x0(j(^8('{6'ʾ\'I' +'|('';{''u 'M.'`''ӛ'_'L((,>( ?(!(Fs(fM(1F(M'( i'ֽ'((8&8(4i($'%'' w' Y'M"'"{''s'`'1&R&b'%1'&9&7'*CL'5c''$'C-'Uf'1'Al' 'o''' \'.F'R'y&]&&u&&8]&ww&˗\&ϼ&B&&@&Q&&&4&U&E&:&&?''i&f'&ĭE&|"&O+&F&٤&k&[&'lPt'g'T'l'k''UD''g'?_'T','?vw'n' 'VV'q`'$N'~'5''%`(6' +(C''*''p''[J''&'#',?k' ' ]'@g'X',%'BX&' y&囀&ˈ'C'.A' 'O5'v7!''\Sn'{y'''V'{a'E2'`¡'0'H'O'q'fg's*'Y2]'HI#'MD'=?'8K'*'.'!p'Ba'3)p'8p')'%R#''Ì'Ȕ'E''m~' +'j&'M&' S'I'&O&7&N&:_&{'/]d'!`''c''' ~' Ǜ'Ԥ'' '' d'=&uU'C(&N&8&`&z&߼&R&&g&=&`&%&&M"&ee&8&8t&&R&R&ߤ&\&,&_&ĭn&B&c&y&Ǖs&&Yl&&&G&J&ĸ&&&Y&_6&&X&R&Tq&& &&KG&l&l&&&T&^&lY&'&R&' &o&&E&.&1&tI&?&c&&[b&Ɛ&|&&w&z&p)L&Z&x&y!&kO&l_&b&H&_g&UP'['' z'5&&&o&'pX&'&& &KS&M&ʊY&hL&Z&ɮ&*[&&&&a&&w&l&Б& _&(&&(&q&&&&&x& & |&&I&?&G&ǹ&1o&^&N&&&&ؚ&&&F&&5&&0&G&Z&=&ڈ&}&=&&&&yT&{l&>&oߎ&&5&ͥ&| +&uw&d%&j>&Z&l.&_(&a7&Tl&S&I^&HU&>&V&II&L1&@[X&>&4k&5g&+&&r&{L&hȝ&`&Q&X&Ir&rj&`K.&jEr&X&OF&ATe&H&:(&Cg&7[&;E&/W&,*&#&%-&D&4-L&(qf&-@&!/& &s&}&&\&sd&m& &#&Ƌ&Lq&P&J&& 0&F&=& &w&& &q&Bw&S&&r&͛&&=&^&g1&&&T& &H%&wE&qj&g&a&m&m0&]8&\o &Y݂&S)&M +&F&OSH&M;&B&?mq&o53&tR&]{&aS&|7&&hD&r&Mr&P-&>&@&U&^W&D +&L&v&+&Hp&&}&,' I_&'&#&&u|&$[&&&k&S&˦' '3' d' 'Mo'lBX'7s)'R& 5'&'G'#܅';$'fc''G&9&&&&b&Ol&-&,&jQ&zϠ&V`.&d>>&G&&vA&&̑&n&r&z{'K'"&z'&<"&)&&& &UV&&d&&AQ&:&6i&/&5X&2C&*+&'x&,&&'&#&z& ̻& &&&1&2=&%&&|&5&;P&(]&,& +:& &4G&>&&&q&&z&&& +&Ck& &&5& K&:&%&% %On%Z&<&T&%&m&%V%%i%%%%f%a.%}%y&D>R&P&3#&=M&_k&sHJ&K2&\>3&%X&-&8&)T&9&G&(&5W&u&<]&q&+&ܢ&r8&z@&L&ZP&q}&El&Y4&&jp&r&s& g&&,&h&/&$& &C%j}%%%&p& 0%F%&23&DRA&"79&1X&Z&t&D>&[ &`& s-&%:&d&0%&E.!&*&1PS#w#w#w#x#x#y%#y)#y#x#y*#y&#y#y#z'#z'#z#y#z#z#z#zz#z̴#z޴#{*#z#z#z#{=#{3#{z#{#{´#y#z##z#z#z#z#z#{B#z#z#zߴ#{6#{=#{#{#{ʹ#{B#{#{#{δ#{ɴ#{#|#|6#{ϴ#| #| #|>#|<#|j#|m#|#{#{Q#{j#{#{#{#{̴#{#{#{#{#|"#| #|+#|E#|c#{Ŵ#{״#|#|#{#{#|$#|$#|C#|V#|x#|#|_#|a#|#|#|-#|X#|c#|#|w#|#|#|#|#|#|#|״#|δ#|#|#}#|#|#|Ҵ#|#|´#|ƴ#|#|#|#}#}#}%#} #}#}.#}2#{.#{~#{w#{#{ȴ#|#{#|8#{#{#{#|*#|1#|h#|a#|#|<#|n#|l#|#|#|#|#|#|#|#|#|޴#|#}#}#}#|!#|Z#|K#|~#|#|#|#|ִ#|t#|#|#|Ŵ#|δ#|#|#} #|ܴ#|#|#}#}#}6#}5#}O#}#}1#}-#}H#}M#}a#}_#}u#|ݴ#|#}#}#}#}&#}/#}A#}#}4#}6#}N#}I#}Z#}^#}o#}5#}B#}Q#}\#}L#}P#}c#}j#}h#}s#}|#}#}{#}#}#}#}O#}b#}b#}v#}t#}#}#}#}w#}#}#}#}#}#}#}#}#}#}#}#}#}#}#}#}#}#}#}Ŵ#}#}Ĵ#}̴#}Ѵ#{Դ#{#|#|#{#{b#{#{#|\#|I#|#|#|.#| #|n#|M#{#z#{}#{.#zK#y#zɴ#zM#{մ#{#|"#{#{:#z̴#{#{@#|´#|#|#|#|#|#|ִ#|#}#} #}3#}/#}#|#}&#}#|e#|2#|#|u#{#{#|?#{#|Ӵ#|#}#|#|#|E#|#|#x#x#y#x#w#u#w#v´#zE#y#zȴ#z7#xĴ#wƴ#y{#x#t#q#uT#s#o̴#m#q#n#v#t#w#v8#s##p#t#r#{;#z#{#{2#z#y[#z#z#{#{#|F#{#{%#z#{#{#xp#wB#y5#x.#u״#t%#v#uv#yݴ#y#zw#y#w#v#xɴ#w#}R#}O#}l#}j#}G#}9#}c#}Y#}#}#}#}#}|#}u#}#}#}'#} #}K#}4#|#|#}#|#}h#}V#}#}t#}=#}#}^#}D#}#}#}#}#}#}#}#}#}ȴ#}ɴ#}մ#}״#}ɴ#}Ŵ#}ִ#}Դ#}#}#}#}#}{#}e#}#}#}#}#}ϴ#}ȴ#}#}#}#}#|#|C#|Ĵ#|#{#{#|<#{#|#|ô#}##|#|#|2#|#|z#z#zU#{l#zݴ#y#x#z/#yT#{д#{U#|&#{#z#y#{8#z#}H#}$#}j#}J#|#|#}"#|#}#}l#}#}#}J#}#}l#}G#|p#|#|#|d#{#{#|#{#|#|#}#|ߴ#|R#{#|#|@#|#|#|մ#|#}#}%#}#}:#|#}#}#}(#}2#}O#}F#}_#}B#}[#}V#}n#}r#}#}#}#}h#}}#}w#}#}#}#}#}#}#}:#}.#}M#}V#}p#}g#}}#}>#}[#}O#}j#}u#}#}#}#}#}#}#}#}#}#}#}ô#}#}#}#}#}#}̴#}ȴ#}մ#}#}#}#}#}#}#}#}ʴ#}#}#}#}ʴ#}˴#}մ#}մ#}޴#}ɴ#}д#}Դ#}۴#}ش#}ܴ#}#}#}ݴ#}#}#}#}#}#}#}#}Ǵ#}Ӵ#}д#}۴#}ݴ#}#}#}#}ٴ#}#}ߴ#}#}#}#}#}#}#}#}#}#}#}#~#~#}#~#~#~#~#~ #~ #~#}\#}v#}j#}#}#}#}#}#}t#}#}~#}#}#}#}#}#}#}´#}#}ʴ#}ϴ#}ܴ#}ش#}#}´#}д#}ʴ#}ش#}ݴ#}#}#}#}#}#}#}#}#}#}#}Ǵ#}#}#}#}#}#}̴#}´#}Ѵ#}д#}ݴ#}ִ#}#}#}#}#}#}ڴ#}#}ߴ#}#}#}#}#}#}#}#}#}#}#~#}#~#}#}#}#~#~#~ +#~#~#~#~ #~ #~#~#~#~#~#~#~#~#~#~#~#~#~ #}#~#~#~#~ #~#~#~#~#~ #~#~#~#~#~#~#~#~#~#~#~ #~##~"#~&#~#~!#~#~$#~%#~(#~'#~*#}ߴ#}#}#}#}#}#}#}#}#}#}#}#}#}#}#}#}ݴ#}ش#}#}#}ϴ#}ô#}޴#}մ#}#}#}#}#}#}#}#}#~#~#~#~ #~#~#~ #~ #~#~#~#~#~#~#~#~#~#~#~ #~ #}#}#~#~#~#~#~#~#~#~ #~#~#}#}#}ȴ#}#}#}k#}#}#}ش#}˴#}#}۴#}#}#}̴#}#}B#}#}g#}<#|մ#|#} #|ɴ#}#}a#}#}#}5#|#}\#}-#}#}#}#}#}ܴ#}̴#}#}ݴ#~#~#~#~ +#}#}#~#}#}#}#}̴#}#}}#}U#}#}x#}ݴ#}˴#}#}ܴ#}#}#}ɴ#}#~#~#~#~#~#~#~!#~"#~ #~"#~##~&#~$#~&#~'#~(#~#~#~"#~"#~#~#~!#~ #~&#~'#~)#~*#~&#~%#~)#~(#~&#~(#~(#~+#~*#~+#~,#~.#~+#~-#~-#~/#~/#~0#~1#~2#~,#~,#~/#~/#~,#~,#~0#~/#~1#~2#~4#~5#~2#~2#~5#~5#~#~#~#~#~ #~#~#~ #~"#~#~'#~%#~#~#~!#~#}#}#~#}#}۴#}ƴ#}#}ٴ#~#~#~#~#}#}#~#}#~+#~)#~.#~-#~'#~##~+#~(#~1#~0#~4#~4#~.#~,#~2#~0#~#~#~$#~#~#~#~#~ #~(#~%#~-#~)#~#~#~%#~((2(I~((ҭ("(Ϡ(V(%(((܅R( (I(q(r((?Q(P((ŗ(U?([(k4(.}((e{(`((>(i(n(\J(ڏ(((B((ǫ(q(9Q(׸(*(ğ(ƈ((ū((T(U((2(.S(L(.(b(ɽ((j(m(d{(6(ʗ(({(f(x6(cY(S(A%(P (>n3(u<(`(r(^P(M(<Z(K}\(:&(0(!}E(.%(-(](q(m2((,(2(*1s(((]((s(p(\fx(n(Zׄ(I{(8(HH[(7.(mT(Ym(lW(X(G"k(6>(F@z(5J^(((('p&(( (op( 'k(&qh((%(Mo( +'7( +7'n(f(q((ա8( (;(ĥ(F(B(dJ(x(W(o^(](e((((:<(g(\2(((r((( 7({((P((K(筈(v((պJ(ă((m((`u(((֢t(#(Y(ŝ(e($(p(]A((%(`(3X(((^(b(v(y((\(e(kr(W(kbj(W\(E(4(E//(4H(k"(WGj(k(W;(D(4(D(4[(%(($(e( ')( ;I'G($R(.($n(I( 'G($'(k=(W[{(kd(W(E(4m(EA9(4M(l(X (l(X(E(4(FL(5($ +('($(P(#'!( y'l($(C(%_(( S'OZ( 'ڣ'''th';'i'r'̥''K'J'D'Ƶ'+'ul'ĵ'B''t''''.'S'}']' 'N'X''+'9')9'"'q'x'b'x&a'& 'B'' ' C'&&&dz']'I'[J'Gg'7q*'&'5MG'$'YH'E|'W'C'3y'#'1X'! '' +&'5'M&z&&.&^'6'y'K'T?&&ާ&>0&z'俾'bx'S'Ͼ'?'-'''8'S'w'F'''v'fQ''ϐ'y';Y''k'<'jf';''̉''!'i''i]'v'p''4'f'O'}'^''|$'q''''"'ؼ'I'j''g'c'i'Y'hj''$')''jn'h]''i3'V@F'B'U+c'A('0' _'/'\,'TW'@'S'@u'.͔'('.2R''I'*''1&T&>&& d' 'f'*'&&ցz&@&:t'Sb'?c'S6'?x%'-'|'-!'4'S7;'?l'Sc'?'-l?''-y'\'I'K'e '&Bs&=U&鍳&}8'7'','?&g&&\&Ҧ(;(>J(P+((/)(R~(_((!(س3((م(NJk((Nc(K-((($(n (> +(q(h(((,(j(S(=%(l(a(#(m(dr(J(L(( ((Ԑ(i(;l(/(.(&(e(˶(vY((@(k(b(fM(~/((((([(U( (+(S(F=(mKW(Y9+(n(Y(F^(5(G\$(65 (nd(Z(o([(H(6(H\(7(%(Z(&fn(!( +'6( +w$'V('(g('!(( +9'?_( '?L(p(\>(r(](Iq(8f(J(99(sY(^[(t= (_(K(:(L(:((f(I()(3(\( 'S( I(=()((*(( h(ו((x(($((z(̛(Kq(̀(!($( (<((d9(;(Dd((!( ((v(i((D(4(x(~(r$(5e(U(#((#(,(((7((.( (\+(p(((u((t(҇((2J(((f((^r(K(5(6(B(Q(Q(( +(p((ubk(`5(vB(a$(M(;(Nj((+((,oK(_( (([(dž(-I(*(.%((?W(s(("(y:(d({((eY(Qq(?(R{@(@w(|5?(g(}GR(h(Sr(A^(Tc(BBr(/ (n(/( `((v(w((0(!XW(1("!m(5(6( (T' 'm''v''?T'c'9'攟'+'{'қ'M'R'{\' +'p'N''_'Ѿ'i'$4'j'C'a'җ''V''jX'E'kn'v'~e'0'p'G;''#?'w'ꛟ'q''~Q' 'K"'5'*G'''N''/'l'w'mJ'6'8'''M'n6'U'o<'S'?a'T+'@(Z'-'1'-'p8'Tg'@|'Uu'AE'.c'!'.':'?'!'m'Ђ&˽&Ҍ&@&ҟ'' 4'']&Pd&O&s&P['VC'A'W*k'B'/''0@b'h'X&'Ce'Y#yϴ#zS#z#{#zô#{*#y#z_#y#zq#zԴ#{5#z#{D#{u#{Ǵ#{#{մ#|#|P#|#|^#{#{#{#{#|(#|g#|/#|o#y#z}#z #z#z#{N#z#{V#z#z#z#z#z#{]#{#{c#{#{#{#{#|8#|v#|@#||#{#|#{#|#|F#|#|J#|#|#|#|#|ɴ#|#}#|#}#|#|д#|#|״#|#}$#}#})#}7#}W#}?#}]#}t#}#}y#}#}F#}d#}M#}k#}#}#}#}#|#|ݴ#|#|#} #}/#} #}3#|#|#|#|#}#}7#}#}:#}Q#}n#}U#}s#}#}#}#}#}X#}v#}[#}x#}#}#}#}#z##z#z(#z#{ +#{i#{ #{k#z*#z#z,#z#{#{n#{#{p#{#| #{´#| #|M#|#|O#|#{Ŵ#|#{ƴ#|#|S#|#|U#|#z-#z#z+#z#{#{q#{#{p#z)#z#z%#z#{#{o#{ #{m#{Ǵ#|#{ƴ#|#|W#|#|W#|#{ƴ#|#{Ŵ#|#|V#|#|T#|#|#|#|ô#|#}#}=#}#}?#|Ŵ#|#|Ǵ#|#}#}A#}#}B#}]#}z#}_#}|#}#}#}#}#}`#}~#}b#}#}#}#}#}#|ȴ#|#|ȴ#|#} #}C#}!#}D#|ȴ#|#|ȴ#|#}"#}E#}!#}E#}c#}#}e#}#}#}#}#}#}f#}#}f#}#}#}#}#}#f#hӴ#f#h#j״#l#j#l#fv#h#fZ#h#j#l#j#l[#nO#oڴ#nD#oϴ#qC#r#q:#r#n3#oô#n#o#q*#rs#q#rb#f;#hj#f#hO#jf#lG#jU#l'#e#h:#eд#h#j?#l#j*#k#m#o#m#o{#q#rU#p#r:#mԴ#oX#m#oF#p˴#r#p#r#sô#tش#s#tд#uش#v#uд#v#s#tŴ#s#t#uĴ#v#u#v#w#xU#w#xO#x#y#x#y#w#xH#w}#x>#x#y#x#y#s#t#su#t#u#v#u#v#sb#t#sQ#t~#u#v#u#vz#wu#x7#wj#x*#x#y}#xݴ#yx#w`#x$#wP#x#xմ#ys#x̴#yl#e#h #e#g#j#k#j#kִ#el#gִ#eN#gĴ#i#k´#iش#k#m#o,#m#o +#p#q#p#qߴ#mm#n#mL#n#pn#qԴ#p^#qǴ#e3#g#e #g#i´#k#i#ks#d#g#dݴ#gm#i#k]#ix#kP#m?#nܴ#m2#nʹ#pP#q#pA#q#m$#n#m#n#p4#q#p"#q#sD#tl#s6#tb#u}#vm#ul#vd#s)#tT#s#tE#u`#v[#uT#vM#wJ#x#w@#x #x#yd#x#yY#w8#x#w-#w#x#yR#x#yI#s#t4#r#t'#uI#v@#u:#v5#r#t#r#t#u-#v)#u"#v#w"#w#w#w#x#yE#x#y:#w #wٴ#v#wϴ#x#y2#x#y+#z #z#z#z#{ +#{k#{#{g#z#z#z#z#{#{d#z#{a#{ô#|#{#| #|S#|#|P#|#{#| +#{#|#|N#|#|L#|#z #z#z#z#z#{\#z#{X#y#z#y#zx#z#{T#z#{O#{#|#{#|#|J#|#|H#|#{#{#{#{#|D#|#|A#|~#|Ǵ#|#|ƴ#|#} #}D#}#}D#|Ĵ#|#|´#|#}#}C#}#}B#}f#}#}d#}#}#}#}#}#}c#}#}c#}#}#}#}#}#|#|#|#|#}#}@#}#}?#|#|#|#|#}#}>#}#}<#}b#}#}`#}~#}#}#}#}#}_#}}#}]#}|#}#}#}#}#y#zs#y#zj#z#{K#z޴#{F#y#zd#y۴#z[#zٴ#{?#zҴ#{8#{#{#{#{#|=#||#|9#|y#{#{#{#{#|4#|u#|0#|s#yӴ#zW#yʴ#zP#zʴ#{2#zŴ#{-#yĴ#zI#y#zB#z#{(#z#{##{#{#{#{޴#|,#|o#|)#|j#{#{ٴ#{#{Դ#|%#|g#| #|b#|#|#|#|#}#}9#}#}7#|#|#|#|ݴ#}#}5#} #}2#}\#}z#}Z#}y#}#}#}#}#}Y#}w#}V#}v#}#}#}#}#|#|ܴ#|#|ش#} #}0#}#}.#|#|Դ#|#|Ѵ#}#}+#}#}'#}T#}t#}R#}q#}#}#}#}#}O#}n#}M#}l#}#}#}#}&&Κ&M&&&{&m7&&G`&f&-&&N]&:&&LA&&*&1&(&Q&v$y&=&o +&͵&&pn&0&}MM&hS&w.&b&Ћ& C&T&&L&"R&Y&PT&ʂG&B9& +&&&&u &&&k~&v&U&j&q&]_&ln&X&J&~/S&'&z &h$&T:&d&P`&bׁ&Qm&\&J&A&3{&;u&-&U&D&P7n&?&5&( &0&# &&k&j&!&&I&& &&&&&& &%l&M>%E4&K&:&FvQ&6.&+B&r^&'z&6Z&BPD&2 &>&.o&#&q/& o&&ft&'&]&/%%a%G(%I& +&&C%%4R%<.%|%l&D&I&& D&p}&&&&&&O&H_&;*&|q&&AK&D&v\&&s(&`&L&]k&I|&/f&pU&U&m&ZD&G&XB{&D&Lm&@&&s&j&8'&&^&&0&&m&{(&&&9&&k&&&jH&V2?&B&Ty&@&b&hS&&g&S .&?&Q&>_}&;"v&+1@&8*&(=&&؅&& +&5~&%&3*P&#V=&]_& +&&K &8u%}&pU%#%^%%lF%'%K%/%}3%%ֱ%%h%&1# +&!N&/b&&&G&W&&-&H&,/&&4&$&&~%l%%F?%ݒZ%x%%%%< %ڧj%l%?8%D%m%Ű%#&% %}%U%%b%}%-%%߇,%%֖%%%%k% %צ/%9%dH%ƙ%%R%²%%/%%ŷ%R%%A%(%}%ۼ%N%_%K%±%%l%%;%ڢ%%%@U%#%%%P%%%yC%Q%%x%%e$%/%h%g%x[% % %G%ϒi%%%ć%&%%Km%+=%%¶%gZ%b%-]%[g%'%O%&%ߐ% +&E&&c&%̹:%ھ% %ǩ%&%>:%#%%5I%%%%a%٭%p%%O%%%%%%J%+d%ȵ%%Y{%%%%Ʌ%yE%I%%%e%% %%%,%M%%%'%%K%%' %P%%̸%R%%%%$%%^% %[%u% %y N%2%;%%}}%y<%nX%pEy%e%6%%%%8l%3%%mW%%}%]#%%%R%c%%%u%%~%n%h%\%`v%U#X%x%hY%sky%c(%Z%N%T%H%}%y-%qP%k%w}%x%iB%is#%f&%`w%\0%U%\D%[%Q"%O-.%}%I4%l%sp%*%%~% %]k%b{>%O%Si#%kW%ws%ZDr%ds%SP %Lv%Kl%C%G<%DA%>.%:%D~%0%6%6F%27%/%*%%C(%F8%9d%:\%K7%S%>A%D%/%0n%'~%'%2%7*%(%,E&g&2g&hV&$F&&&&S&C&>&&&&&&&m&f*&~&fYp&Q&=o&PxR&x&+ &&+*)&7& &߽& &$&*~&d&*&& w@%>& &%|%Z%%(%}%ÝU%%%[%v%S %XQ%ҋ %%%}%T&*U&&*D&c&  %X=& T %&+&S&,_&& ń%e& u&b%%;>%H8%q%%%%%% %k%FI%,5%@%i%I%c&&&%&'&&&&&ňH&yL&&&B&&&h&&jkn&&l"&Sh&?&U &A1&&n-&+&pu&Wr&B &Y&E&g&&&&j&2&&)&0 +&&t4&6&&7& &&*&]&s6&&vT&\Jz&Ge&_L&J&&&yސ&d&}Ծ&b&Mn&f!&Q&-}&&.&|-&y@&P&c&&0& $[&2&"&O*&L&5&ڢ%%%F%I%%>%%%06%B%S%RN%ǹj%%%=&5&$oF&7&')w&y&&%& +&;#&*T&>&-&:& K&ʷ&,%P%%%%v%0%%z%¶Y&%Md&%%Ϻ%^%g%K%6%3%8%Vb%C%%;%}%M%%m%%'%{/V%1X%y5=%n%^%kO%Z׈%PH'%C%Lx%?%hs%W5%fyA%U%I_%<Ɲ%G4F%:RK%%%%%%x#%@%w%[%{%R%%@%xvB%C%y%e4%T%dL%T-%E%8ǯ%E*%8%e]d%Tv %f0%Uѭ%E{%8NF%F¶%9f%9j"%0a%5A%,(X%)%$p4%$%%1Ư%(>%/8%%Z% %%%X[% k%h +%H%c%h%"}^%zg%5%C%r%u%%P%% M% F%-%#C%,K%")%%A%ae%a%,%"o%-P%#[%%%i%F%% &% J% b% v%%%a%% %S% %/%%4%%-%%0%%%%|%%%Ju%%%s%e%i%%%iJ%X3M%lc%[r%HW%;%LM%>%q}%`.%wx%f P%P˰%C%V"%H%v%=%/%C>%F_%A3%ڵ%c%B%%@%6.%H%f%%i%~֑%mD%ڦ%v %]%O%fO%XH%%%A^%a%h5%p^%b%|%n%/I%%_%2͏%(W9%n%q%9%^%7%,u%<%1_%#, %(%(hA% 1%Z@% '%!% @E%#%Z%%%K%%"%)% %i}%G1% +o%Cr?%8%Kܓ%@%.Z%&%7%.{%U%Jz%a˲%VvK%@o%8"%Loh%Cc%Z%/%'% % '% %T7%G%0%)$%;s%4-%$F,%%/ +P%*#}#}#}#}#}Ǵ#}״#}˴#}ڴ#}#}#}#}´#}ϴ#}ݴ#}Ӵ#}#}#}#}#}#}#~#}#~#}#}#}#}#}#~#~#~ #}#}ƴ#}#}ɴ#}ִ#}#}ٴ#}#}#}˴#}#}δ#}۴#}#}ݴ#}#}#}#}#}#~#~ #~#~#}#}#}#~#~#~#~ +#~#~ +#~#~ #~#~#~#~#~#~#~#~#~#~#~!#~#~$#~"#~&#~$#~(#~)#~,#~+#~.#~&#~)#~(#~+#~,#~0#~.#~1#~#~#~#~#~ #~%#~"#~'#~#~#~#~#~##~(#~%#~)#~)#~,#~*#~-#~0#~2#~1#~4#~+#~/#~,#~0#~2#~5#~3#~6#}#}ϴ#}#}Ѵ#}޴#}#}#}#}#}Ӵ#}ô#}Դ#}#}#}#}#}#~#}#~#~ #~#~ #~#}#~#}#~#~#~#~#~#}ô#}մ#}Ĵ#}ִ#}#}#}#}#}Ŵ#}״#}ƴ#}״#}#}#}#}#}#~#}#~#~#~#~#~#}#~#}#~ #~#~#~#~#~#~ #~#~!#~&#~*#~'#~+#~#~"#~#~##~'#~,#~(#~,#~-#~1#~.#~2#~4#~7#~5#~8#~/#~3#~0#~4#~6#~9#~7#~:#~#~$#~#~%#~)#~-#~)#~-#~#~%#~ #~&#~*#~.#~*#~.#~0#~4#~1#~5#~8#~;#~8#~;#~2#~5#~2#~6#~9#~;#~9#~;#~/#~1#~0#~3#~3#~5#~5#~6#~2#~4#~4#~6#~7#~8#~8#~:#~6#~7#~8#~9#~8#~8#~:#~:#~:#~;#~;#~<#~;#~;#~<#~=#~5#~8#~7#~9#~:#~;#~;#~<#~8#~:#~9#~;#~;#~=#~<#~=#~<#~=#~=#~=#~=#~=#~>#~?#~=#~>#~>#~?#~?#~?#~@#~@#~7#~7#~:#~9#~5#~3#~8#~7#~;#~;#~=#~=#~;#~:#~<#~<#~1#~-#~4#~1#~*#~%#~.#~*#~8#~5#~;#~9#~2#~.#~6#~2#~>#~>#~?#~?#~=#~=#~?#~>#~@#~@#~A#~A#~@#~@#~A#~A#~<#~;#~>#~=#~9#~6#~<#~:#~?#~>#~@#~@#~=#~<#~?#~>#~:#~<#~;#~<#~=#~>#~=#~>#~;#~=#~<#~=#~>#~?#~>#~?#~?#~@#~?#~@#~@#~A#~A#~B#~@#~A#~@#~B#~B#~B#~B#~C#~<#~=#~<#~>#~?#~@#~?#~@#~=#~>#~=#~>#~?#~A#~@#~A#~A#~B#~A#~B#~C#~D#~C#~D#~B#~C#~B#~C#~D#~E#~D#~E#~B#~B#~B#~C#~B#~B#~C#~C#~C#~C#~D#~D#~D#~D#~D#~D#~A#~A#~C#~B#~@#~?#~A#~A#~C#~C#~D#~D#~C#~B#~D#~C#~D#~E#~E#~E#~E#~E#~F#~F#~E#~F#~F#~F#~F#~F#~G#~G#~E#~E#~F#~F#~E#~D#~F#~E#~G#~G#~G#~G#~F#~F#~G#~G#}ƴ#}ش#}ƴ#}ش#}#}#}#}#}ƴ#}״#}Ŵ#}״#}#}#}#}#}#~ #}#~ #~#~#~#~#}#~ #}#~ #~#~#~#~#}Ĵ#}״#}Ĵ#}ִ#}#}#}#}#}ô#}մ#}´#}մ#}#}#}#}#}#~ #}#~ #~#~#~#~#}#~#}#~#~#~#~#~#~ #~&#~ #~&#~*#~/#~+#~/#~!#~'#~!#~'#~+#~/#~+#~/#~2#~6#~3#~6#~9#~<#~:#~<#~3#~7#~3#~7#~:#~<#~:#~<#~!#~'#~!#~'#~+#~/#~+#~/#~ #~&#~ #~&#~+#~/#~+#~/#~3#~7#~3#~7#~:#~<#~:#~<#~3#~7#~3#~6#~:#~<#~:#~<#}#}Դ#}#}Ӵ#}#}#}#}#}#}д#}#}ϴ#}#}#}ߴ#}#}#~#}#~#~#~#~#~#}#~#}#~#~#~#~#~#}#}δ#}#}̴#}޴#}#}ܴ#}#}#}˴#}#}ɴ#}۴#}#}ٴ#}#}#~#}#~#~ #~#~ #~#}#~#}#}#~ #~#~ #~#~#~&#~#~%#~*#~.#~*#~.#~#~%#~#~$#~)#~-#~(#~-#~2#~6#~2#~6#~:#~<#~9#~<#~1#~5#~1#~5#~9#~;#~8#~;#~#~##~#~"#~(#~,#~'#~+#~#~!#~#~#~&#~*#~%#~)#~0#~4#~/#~3#~7#~;#~7#~:#~.#~2#~-#~1#~5#~9#~4#~8#~=#~?#~=#~?#~@#~A#~@#~A#~=#~?#~>#~?#~@#~B#~@#~B#~B#~C#~C#~D#~D#~E#~E#~E#~C#~D#~C#~D#~E#~F#~E#~F#~>#~?#~>#~?#~@#~B#~A#~B#~>#~?#~=#~?#~@#~B#~@#~B#~C#~D#~C#~D#~E#~F#~E#~F#~C#~D#~C#~D#~E#~F#~E#~F#~F#~F#~F#~G#~G#~G#~G#~H#~F#~G#~G#~G#~H#~H#~H#~H#~H#~H#~H#~H#~H#~H#~H#~H#~I#~I#~I#~I#~I#~I#~I#~I#~G#~G#~G#~H#~H#~I#~H#~I#~G#~H#~G#~H#~H#~I#~H#~I#~I#~I#~I#~J#~J#~J#~J#~J#~I#~J#~I#~J#~J#~J#~J#~J#~=#~?#~=#~?#~@#~B#~@#~A#~=#~>#~=#~>#~@#~A#~?#~A#~C#~D#~B#~D#~E#~F#~E#~F#~B#~C#~B#~C#~D#~E#~D#~E#~<#~>#~<#~=#~?#~@#~>#~@#~;#~=#~;#~<#~>#~?#~=#~>#~A#~B#~A#~B#~C#~D#~C#~D#~@#~A#~@#~A#~B#~C#~B#~B#~G#~G#~F#~G#~H#~I#~H#~H#~F#~G#~F#~F#~H#~H#~G#~H#~I#~J#~I#~I#~J#~J#~J#~J#~I#~I#~H#~I#~I#~J#~I#~I#~E#~F#~E#~E#~G#~G#~F#~G#~D#~E#~C#~D#~E#~F#~E#~E#~H#~H#~G#~H#~I#~I#~H#~H#~G#~G#~F#~F#~G#~H#~G#~G((~.(=)(؁#) x)#2()7(((_(N()(?(뿧)>)^f)+#)G)n)Q)hK) )t)3) ) )Q)t);k)Z((o(oL((( (Y(ԩ(U(x(>)(^ ((\(Zi(R(F)(g%)])' +)D=)gt)/( (O?(5s())f( +) ՘))))/)O* ))$)>)z)_))_ +)E))~5)ѓ*#x*>*)*+m*^6c*|M*H9p*is*c*;) * +#*4I*RMd*"9*=Q)eVk))M#)pQ)b))}f)?8)8)WU")$)@){)L)ay))R))U)b#*!**Qv*c*)B)i)u)=)r* w)N)(*j(FQF(?(1(g +(_(N<(p((}'jh( D(8(V($(?8(k("(i(Y(>I((K9((z(%(_dž((W( L(8(x'3.'7*'g'(L(*(_(!'4'DŽ'(<''J(m'~'US(G(il(1̄(P ( ( S(s(ʜ(a%(9Y( (% (Y n(~(AcF(bE)g),)Ȍ)U)JH)l})4y)S(H) (L(zq)!)=b)u))TS)h);)wP)! +))ݲr)A))]))Fx3)hf)1)1)C>)6(((n(b))O(`)#(G('(($J(͎&(@(PY(<)1n )P))9q)sF))Z)) )&#()Z)B)d ).&)LbI*ۤ** *k*̎k*C*t*j*u<**\**w*U*(*+ +y+!*9Y++;, +Yw?+)B+Dc*+z*C*_++1+ +$+ *Ft*g;*2*P*E*4*s** f*;*b*(*[&a**E *f**$7**e*\N+*a+G*,**Be**ʽ*2$*3*+|&+Q+dT++6+5k+++N+p5+:+Y;9+x|++|^g++䓵,f2+?+1J,L,1gG, ,!.++ٻ+ +@u+R,#+,}+(@+DS+k+1R+d/*++N0+o+ Y+ *+d+:3+X+( }+C}E+++.^++"R+V+t+s+{+ +cI]++,+ϯ+_+**)#**1s*N*a*9ڼ)Г)))0**& * +w*ȃ*q~**Y*}s*o**O**C*c4*/%m*LX**M}*o+*)k))޺)S)*Y)ͷ)|)8)3")o));))m)H[*-C*7G* R*$4*V**{*@j*at)W*)s**-*Jg*8k*5*~+.*IK*Ꚍ+E+0im+++*.*E*<*'*;+j*ݺP+4+M3+n+9'[+WY+++zU+kW+&#+BKY+~+/3+a+Q+K٪+m *Y***t*Ǎm*%**d&*l*3*Tc*xA`*a*W**S+i+* +(?(a@()(H%(kf( ((((&٬&gP&I&'ǖ'(%''~&|&&&Y%&^2'&:t&p'C'e'.!'Kr'0'~'nK'Ҷ''4' z' q'S0'x7';!'\I&;&;R&w&A&&UV&&& &^>&|gH&G&a&3&w&M&U&W)'y&+"&'&'Cx'p'-o&&Å&&Ǫ%'O'&!9'u''}'T'Z(0d('㱛($'V'm'pL'R'(l'Cn'pL'ӈ(1u(Q((:kx(w$;(@([ͻ(( w(%'(/X(CkS(fA(-P(L'e''O'Kw'o3'; +'2'D'0'4H'T3' Q'<'z;''^Ed''݃(d'ĝ' (O(6+y( l(!Q'x' ';'v'i!('?'e)VS){)?u)` ))=))-)*)H+))3K)kX)d)R)wa)j)훟))ǐ* #m*"g)R*r)b)t;)4)d )F*)^)Lk)S) (0))<)\)'3)EW(K(>((*)M)0$)')&))_)gk)2))ѻ)b)8)O))s`)8ۆ)Y[b))հ)tt) K*>9*^ܤ**E*G *>*&*i0**4*3W* E* -*Q*u\q*<0*\+***L**]*_+ V*t**`y*xK**k**** )m*q)*'*(*Ey*.;*1 ) )),))ξi*jc*|)}*!]*g!* *O7*rd**I **,*9d*Yp*&*B*~T!**d+**lR((((g( +() '=($(()(Im(qԞ(E((ް(?o(`)$)B +))-))d+D))K)o),#)w(ғ) u)5)U_)"7)>Q(W +(}n(?+/(a(@(T(@^(E() (HG(~(2e (mB(u(R(y $(T>((( ))*dk)K)K(7(((E()((4))W)ǖ)`)))+)Z){))`5)))ߛ)?i)\ */V*.***L*ol*7oS*V)7* C6)N)-^*$b8*@*B*,)H)k6)3)R)A))w)))<)w)')]m)@)E)hR)o))I),-*|*) D* +}x)$)()h))S)k)_)޴#iʹ#e#l!#h#`۴#[m#dR#_x#nk#kK#p?#m#g#b#jJ#f^#UX#M#Yִ#S4#EV#;_#K#B#]Ĵ#Wܴ#a#\:#Q3#H#V#N#q#o#s#q#lд#ic#nٴ#k۴#u#s#vI#t#p#n0#r#p#e#`/#h5#c#Zp#S#^#X#k#g$#m=#i#bX#]#e#`ɴ#/y#!D#7#+#b""#Y# +#?#4o#FG#<@#&Ŵ##0p#""{" ""8"\"v"*"մ#."X#~"d""""a#Ll#C#Q˴#I#8ڴ#,Z#@j#5#V#O#[(#T۴#G5#=R#MB#DX#z# #'#'""ô#"#1###9#-#ڴ"ش## #wV#u޴#xJ#w#t#qܴ#up#s#y#x#yд#xڴ#v#u#w#vA#o`#ld#qW#n#hմ#dX#kw#g#s#p#t|#rg#m̴#jj#o#l#zm#y#z#zA#x#wR#ya#xM#{m#zд#{Ӵ#{M#z #y$#z#y״#u̴#t#v#u[#q#o#sX#q#w#v#xش#w#tڴ#rд#v(#tU#_G#Y#b#]#R#J#W`#P#fg#ac#i#d#[#U#`#Z@#AU#6#H#>m#)#´#2ڴ#$#N#EE#Sr#Kʴ#;#.ȴ#B#7q#k#hC#nZ#k#c#^B#g#b2#pC#mZ#r#o#i#e#l#h״#XH#QT#\ش#VU#H#?N#N#FK#`#Zմ#d0#^#TI#L#Y#R"@%!W"f@"+z!޴!G?!帴!S""SS""w"!~"BZ!e 'F!!+ ִp폴,!lѴ ʴ!!It \] )Q"U"""2"h+"-"ȴ"U""g"Դ"6"f"y"+"z!޴!"!ͪ!$ !o "E"`"i"/z!%!M!뤴!a/=޴\ +yWUrh0)Ĵ$մ74WM]FE`d/I _2 +@Ǵ挴 Ȓ .T!)δ ĴxѴ4`}77(Vo*;NF=&7e#@"###a"Ԗ"޴"|".# #I#*#"M"ϴ#Ҵ"""X""{"!$"Gд"""o"ֱ""mg"3o"R"[д#3#&!#;#0##:#!r##C#8#IѴ#@a#+##59#'8"`"e""""~6"Ú"# +X"# #"t""o")!tG Ѵ!!S? d ͅ 4!״!l"!Դ!/ !z!웴ɴ@Դ"дHҴ> l[Q/"K" ;"pq"8 +!!ZR!!9""`Z"","$J!ڞ"N"ʹ =!6Ǵ ]h H! ! !f!as x  G#|+#{#|w#|#{(#zw#{#z#|#|e#|#|#{#{x#|M#{ܴ#y#x#zD#yZ#wD#u#x;#vߴ#zմ#z +#{R#z#y#w#yд#xɴ#}$#|#}N#}#|#|3#|Դ#|#}q#}C#}#}j#} +#|Ĵ#}7#|#{#{*#|#{#zs#y#z#z=#|k#{#|#|Q#{w#zϴ#{޴#{O#sȴ#q#u5#s&#n#k#p#m޴#vo#t#w#v#r#p#t!#qȴ#g#bô#jk#fO#]p#V#a+#[#m#iu#o#k#dߴ#_#h+#ci#x|#w(#yL#x"#u#s{#v#t#y#y#z#y´#w̴#vF#x#wa#q/#n`#r#pJ#k#f#mV#i#th#r##uô#sմ#o#l~#q#n#}#}#}´#}#}_#},#}#}U#}ִ#}#}#}Ҵ#}#}y#}#}#|#|#}#|ڴ#|5#{#|#|#}K#}#}p#}=#|Ǵ#|k#|#|#}#}#~#}#}ʹ#}#}ߴ#}ɴ#~ #}#~#~ #}#}ܴ#}#}#}#}d#}#}#}/#|#}Y#}!#}ô#}#}ش#}#}|#}M#}#}r#{##zd#{#z#yy#xX#z*#y3#{#{o#|O#{״#z#y#{C#z#v#uF#x#v#s1#p#t#r#x#w#y#x#v #t$#w4#u#|#|0#|ٴ#|~#{#{#|#{#}#|Ĵ#}>#|#|e#{#|#|G#zP#y[#z#z #x,#v#y #wӴ#{^#z#{˴#{-#yɴ#x#zn#y}#OĴ#GP#U)#Me#=6#1>#Dm#9ô#Y#R#]#W#Jݴ#A^#PǴ#H>#"#״#-#"B"2# ش"#6W#)#>[#2#ϴ##$D#9#a#\l#ez#`j#U#N/#Z}#S#h#c#kj#g#^#X#b#]#EN#:#K#B#.t##7]#*c#Q#I#V#O#?E#3#FS#;"8"b""C"t&"<"C"e@""ҡ"""""ȷ"!l!"(!!#\#U#`#Zw#N!#E%#S#K#(5# #2###"'#"#:#-#B=#6## |#)#,M/,m/,:[,W,0,3,y,,)%,Cq,o(,1,bFr,,Mm,m~o,m,ҋ,,~,- ,.,\,},I,3,m, +,,,P, ,!+ E,,:c,W>,)?,C+8c,>+·+u,,m,1O, +, ,y.,`,b%,p,),,,6,M,m(,9,Wf,,79,x<,- y-9q--(-TԊ-t-B-_ +--O,- -0:-Kg-!_-9X-fj-J-"---ӹ^--s-i-7-U-tA-5-C--8,,,,穖--(#-qx-, ,Ґ,˲,IL,- ,܍c, -B-_-0-K;z--#-i-A- -9W-Oh-([-T-tJ-A-^v+c+ث++(+.,a+@,++b+]++~+J+?+u,(z,B,,0,atk,G,LU[,l@u, +,+,,9,V(,'$,A5+xQ+u+`G+^K+_+·&+x[+B+J4+k/b+67+T+T++v+J+_,(++,,/l, (,+X++mp+-+,A+B,,x,,},,UL,,C,ѻ,w},.,`CC,,,c,,)--,- ,|-0"-J{ - *-82,~,,;k,塊-}-'{Q-> -5-,Kw,j ,72,T,g,W,u,,&_Q,@[,w,.2U,^m,,I,h,K,j,,,&m- +B,,$,,q,,c,Ŷ,>,E,ήD-w. +*-ݠG-..5U.$!.%%-un-߶--.c.F-y=. +.O.lU.=p.Xl=.(.U.v(.7.-p.F.i.5/.b K.B.Nٳ.k--R/-U-_-lY-n\--dN-4-i-u-2-X-(--"..%N.`D.Y.=-B.W.,.Ek-. +8-܆~-T .v.4m8.@.$ ...P.}B.DS/R.ϓ.W..C%..8.R.g.i.a//%//}/;d/T/,o/Ce.,/ .xn/W/S/3xV/K'/$.v5.H.a86._2..‹.:.r.MO.j.<).Vj.ʫ.W.t.]y.Χ.Ǫ.O.&/CQ/*.T/ +.Uz.s..h.p...-h--S-s-(--~I--@-]8V-/?-I5 -}-}-g---3{-O-.0.yZ-0E. P--P5-\-G-}-}-Ǔ(-^--6--&6-R+ -qM!-? g-[q-0-Y,i- l---Gx-s-5=-k--{-m-----e-d-P/0-n@---&- .+K.D!..3._.~.LT.h0.&.#~G..*.:.T.*K.BD*..c....,o...ro.c.]p4.|6K..{.t.3-.*---.[.1KQ. q.!-ŋw---.!F.y-L.i.J*.fY.8}.RIN..).o~.E.(I.?.qv./.Z.x.G|.c.+$ f+?+Z+,[+^NR+>+HT++i ++n*6+ p+4q+R+"v+=)+.?+fY+uU+_+d++++t@+ ++\5+U+6+e++3*#**Lm*-+5+*Q+L+J*X*ʽ**'*쌬+ *ԡz* `+FG+f+2+O+++q_+{+ ++;!++(s&+Yă+}?+D"+d,,,+a,j,6W,R,$|,>+,;+r+x6,,,,,,sà,j,\,~,{>,f,3,ئ,G,f,4,P#,L,V,qR,X0+0+-+/[+l+[, +ۺ++&++++Q+#+4+Ϙ,#1*x:*#9*^r*B'*r**z*C*»*G_*i*3*Qo**q*K*T*&+ȯ*{*f **I*u^F*{,****+o ++WTh+zi+a+Qc++l+A+a+.V+K+1+#+[+lQL+Vy+D+++Y,Ԫ,(S,z,+!+0+K+!+Q, S+ִ#+++6+ O+$ ++Ti+wt+?8+^i*.+$0*䋡+CP+,m+Hք+K+4+ϭ++*+<+X+8+ǥ+ʹ+i+/+Rk`+tq+++f+ +,1,,,ᢲ-"-$--n,},̖ ,D,m,--,թp,-=&-Y1-+Y-EU-y4-ۭ-b---38 - -"-MB-l"-:$-V,,,P,%A,[,I,u,1,n=,,W&,yO,W,4,=,-`-,-e-)y-B--0, ,,<,8- F- ,d----X-v-|&-J-0-- -^-R-v--r- y-{ -. ٌ.-љ.p.5L.OI(.%.=-v.Z-A-U./.,^ . .>-_v-,-KO-h -ճ-h-x--8`A-S2-'X6-@-r--\S&-|->!-۳3-!--q.-ci.V-~--9-g--RQ-k-,C.,a,0r,K,8,@,kq, ,u,8m&,W,&,U$1,v",@8,^9,;$,ǐ,m,ʿ,H-A,2,,,,',=d,,$,ڕ,T,,+, ,.7,I\,qP,6 ++R+gz+ܮ,>,$*,{Z,,h,,,RU,r,,=, y,j,>1,[,+,F,}~ ,%v,e[,I--.\- -7-H-e_-58-PL,-,h-( +-$O-=/-(-+-`-_-n-\--Ă@-[ +-T-X̍-xV-D-a-Q--">-B,.^,,,-{-v,Y- B,`,C,yV,!,B-M, ,LQ-2-LZ-"$-9-j -?-U +-sO--(/-lZ-"-Au1-]-/-I4 ) + :O۱ +.!gKB! 䀴 9M N}s3ٳݭrճyK7(,bͳL˳9?p=ôH a +@ ̴kE޴64dd| +-&; ;X7p4X<  Į9=u +3*̂R}"A2edɳ+ó|ijҘW݁bڳuU TUx}zB0%g1|1^uURƳm[V7@}˳ҵ`^ݱг' z8B˚zh0:̑g ؏~Ɓiҗ3ɦivLVNmľȡ1۴Q*~}Ss7 ۴ G ,gmδ!x ĴukjWi]?%oT]y=_%JWf޴pAi?ᤴٴ-(C,;ȴHH{״ۑ,Pb_~.޴ +@GѴ  ^اEp γx%Jw 10 s'ƾ\$xӼN ? 57̴ t# +_auz%ڴ[ . y 0 ]̴7!jYIC)f6KyܴT0;jzl/2n/3 0ܴ2j333;.3352QI082BQ3]2ok3"4#4-oJ3y4t4Z4)4<4l[3333D4!4J 4<4,,󲌺1|N02l9@ 18V+Xu{xDqѲܱ6 3: r3m2 3[N3433P2g$3d0?SL23N3q36g3\A4K4ȕ44GY4ڕ5 4ԥ4*,4~4O4ZD}4644+4[4€5&5C5S5/B5cM5R5MX 5oR5}545 5j58#5W5%q5A4;GX4jW4y4Ib44L4|dA45z4`4*3R4 t4X+4494gI444B455.~5A5g4"44-|4H4:A5 ƶ4Ѓ4bjU<3IfXkRV@,}G᳒s}lϪJ- 1޵Z:̴2;3Wx2X3$ Đ$5f022̲Z6}1"56Nl ; Y,Լѳ̳VtͳJMX["W"4^Jͱгֲpopᱳ9ȳ`.(#"3i3h3{!374J,4F34'm30X32Z3Q3΍4 + +3&3u4y +44Ug44Ɗ4ܵ4,445o`4cآ4#4C46L44t42A%3 +x2ؙ3p?3<3)=3{kb1 YM;2%+3Fc2(&3{3a4$3zM44P84 F414^ 33ݝ3gκ34*<4?34, T ʹlUao O!D ȴ_ 8aڴ[f<:%>R*}h +gr V!![!1!m 痴 G Y"e!>"1;!!L !Q!) )^٧4١Ѵ )yp 1@K`WZԴ [*+n + Q hŴʹ T  MM +kOشW6(ȴ%j%DKMw@ul﮴DwHŴ y 摴$ ĐMߡݴ wB´l"Z"."~"J!ө!uʹ" N!"д"p/"۴""7I!"_"#X t dִ!V ڴ阴 5ʹ'!o!2!ʴ! m!K r"б"d""ƻ";"Ny""t" "n#u"$""~"´"a"N!۴"3Zk$3n3(3{T?zj\C jGd4c HhYгH0vqU!2"3/12Ӑ"DzVnJʳӎs2;?~HupNO H $ J"d +{l|9[,JԴc +Z ,X[ѳ5Jw]sB |#!ڴش6 I ckb-fp7̴3 gʹ $) +|>mXX m8 + ۴{ pMg곬n{#Ǫ]߳ڸTѳ-0s5vïp)]:NijmaPew* IJ +[(PKev@+ec:H LV,ܳ-:ЂpZ/߳\S 3 +ܳg۳ų³_'ٳsP<{&2&I& e&4?&f%&(&M@&k&`&"$5&&e&7S&R6"&$&;"&&j&?&&&G&Ȝ&{&r&6&W&yw&=F&R& }&c%&\%/%:&q$&'v&I& J%&%z%d%% &j%%&@Q&^&+'&Ec&&i&eQ&K&U &0OP& !R&Q&L&m&5&S2'2''G!&C 'U'E'h'.'N2&à'G&ƃ]&M[''6ҵ' c'"'LM';'s''_'',R'G'WB'G'?x'bbX''''}&'& &Y&&'& N&$&p&@&v&&&&&]C')'Hl''1<'mb''R+'y{'o'&J' y':ќ']K'%n'DGW%%%%%O%ؐ%K%%X%%rٔ%0%י%%O%+%& %I%U&!v&;+&`&'b%%" %1%&!&:T%&3V%_-%oվ%N%\T%~%x%n~%ڪ%?%KHw%21%K&ɻS&'&:&ģ'@') &'6'~'#'b'U'{';''r'H'n'2'TQ9''r'|ie'S(Ix_(n(3U(Ti(^(ޱ({v(ë(K(='h('((m(` +((G(le(8(( () ~)"2()(H(!(((4)m(ï(4Y'w('J((1(R(cr(;'E[''?'Ӻ( ('['a(((y(c(^ (((}.((g(Ff(k(0|(Qt(*( +(xoy(%'%/c%~%$H%:l(%I%-|K%9%j%Y%O%E%"up%-%/%"%\%tW%JJ$%_'%%LM%ye%%:|%L%-(%=d`%c%%Q%ir% o% %%%'%% t%w%w%8%/&%%% %%%"%0A%%%Q%ABs%V +%3%F%%n+% V%zF%) %9#% Bl%.6%ɕ%*%V%l%Xk& 53%ժ% +%"b%N%Q%%D%Ed%8g%&#W/&@Vw&&+&c"&g&JTs&oF&|&1:%& &4|A&U;=&!F`&>O-%q+%%]v%zd%%%%%"%Mb%fw%?%U%`%x%p%%Ҍ%%%~{&n&*(&&z%c%#*%+%% & %T%F%%%% %%َ%% +%u%Þ%t%%T%f%Yw%% %Y%l% h%c%%%O%%/% O%%S% %d%%L%~e% K% +%^%% v% m%_8%%é%j%%e%"9%/%% \G%% +% %-%%%A}%g%%%[?%%"%a%% T%$C%4-%G%,L %|#%R%5<%ٓ%Q%k%%%u%ˣ%x7%/y%jOW%%%xB% %M% %+G%!%*=%8:%Jh%6 G%D%#&%+d%(ӈ%/R%5K%By%7%B<%_CZ%yU%Wq%nK%%!%+%J%Ry%f%P%bx3%`%ƨ%x%H&UR&&&3B&' &Ȗ&v}&|z&&a&g &Z&I&V}&!'D'<̋' 0''z'`'zx'G'm&@'o&߯' +S'1l'S +'Kq'z&&*&aq&&J @&oC&K& +&[&V' J''N&k'&&&&e&T*'u&_M&U'''B''('Nji'>'{'%'`'IL'Ұ'MP''i((;( ((&X(]H(T(E(j'7('*(-(02(Q(#(;$'G'mB'2 +v'S 'Qx' +'|c'o''=' ˙'('`'Ϙ'HQ'n2'ǽ7'Ly'B'( ('0"'(c '%`'4e'$5''(=''Q&b&%~9& .&51&V&#&A%tI%%ƈ%柩&&.<&&&~F&1&dVs&H&4C& Y&&&M&s3&9Ǽ&[CF&W&q&i&%~%%%C%:&%⭅&%%f9%vg%1%bu%9%%@&(v&Ff&n&4I&j +&r&T|&zD& &$&g7&i2&A &c ~&0&N&n'&' '3m'U' rp'>&(t&&Z&؛''*''y'~ ''c&' +'l'}O'''KF<'q'6'Xj''.'g'$o& B&&R&E&&!_' V&&&&It&sP&p&r&Ax&|&Ȝ'#H'B)R''.E'f'E'O/x'vO''&5' ,':$']9''}'Fr#~#~#~$#~#~ #}#~#~#~*#~$#~.#~)#~#~#~##~#}#}Ҵ#}#}#}#}#}̴#}#~#}#~#~#}޴#}Ŵ#}#}ڴ#~2#~.#~6#~2#~(#~"#~-#~(#~:#~6#~<#~:#~2#~-#~6#~1#~#~ #~ #~#}#}#~ #}#~'#~#~,#~&#~#~#~#~#}f#}.#}#}X#|#|#}#|Ӵ#}#}|#}#}#}J#} +#}p#}9#|'#{#|v#|#z#z2#{w#zƴ#|#|\#|#|#{ߴ#{G#|7#{#}Ӵ#}#}#}̴#}#}a#}#}#}#}ߴ#~#}#}Ĵ#}#}ٴ#}#}(#|ߴ#}T#}#|#|#|ʴ#|i#}x#}C#}#}k#}#|#}1#|#~>#~<#~?#~>#~:#~5#~<#~:#~A#~@#~B#~A#~>#~<#~@#~>#~0#~+#~5#~0#~$#~#~)#~"#~9#~4#~<#~8#~/#~(#~3#~-#~C#~B#~D#~D#~A#~?#~B#~A#~F#~E#~F#~F#~D#~B#~E#~D#~=#~;#~?#~=#~8#~2#~;#~6#~A#~?#~B#~A#~=#~;#~?#~<#~#}#~#~ +#}#}Ҵ#}#}#~#~#~'#~#~#}#~#~#}#}#}ʴ#}#}[#}#}~#}K#}ݴ#}#}#}ִ#}#}q#}#}#~,#~$#~0#~*#~#~ #~"#~#~5#~/#~9#~4#~(#~#~-#~&#}#}#~ #}#}ʹ#}#}#}Ĵ#~#~#~#~#}#}ٴ#}#}#y5#w#y#x۴#vs#t#w#u#z#y#{#zL#x#w #yQ#x#ri#o˴#t #q#l#hʹ#nδ#k#ue#sJ#v#tҴ#pȴ#m#r#p +#{#zܴ#{#{Z#z#x#z#y#|G#{ȴ#|#|$#{(#z_#{#z#w#v!#x#wB#t0#qɴ#u#s}#yn#x:#z#y#vô#u#w״#vE#c#^#g#b#X}#Qa#]#Vu#jZ#f#l#iH#`ݴ#Z#d#_%#HԴ#>#NӴ#E#35#$Դ#;v#.#T7#LL#Y #Q#B#7ϴ#Ip#?#o#kϴ#q#n5#g#b#j#fp#rٴ#p,#t[#q#m##i#oD#l#]m#Vݴ#a'#[f#Ol#F#Tմ#L#dմ#_#h$#c4#Y#R^#]#W;#|Ҵ#|s#} +#|#{#{k#|R#{Դ#}8#|#}`#}%#|#|.#|ڴ#||#z#yҴ#{4#zu#x#w^#y~#xU#{#z#|#{x#z0#y.#z´#y#}#}Q#}#}u#}#|#}>#|#}#}#}д#}#}e#}*#}#}T#|]#{ݴ#|#|5#{C#z#{#{ #|޴#|#}#|ƴ#|#{}#|a#{#u#s#v#u #qE#nj#r#pK#w#va#xʹ#wt#tv#r"#u˴#sϴ#j#f#mG#iȴ#a#[ɴ#e#_޴#o|#l1#qk#n#hQ#cw#k*#g#y#xl#z;#y9#v#u9#w#vn#z˴#y#{J#z#x״#w#y#xt#s#pg#t#rK#mo#i#o#lX#uݴ#s#w +#uE#q}#n#s!#pu#~G#~G#~H#~G#~F#~E#~G#~F#~I#~H#~I#~I#~H#~G#~H#~H#~D#~B#~E#~C#~@#~>#~B#~@#~F#~E#~G#~F#~C#~A#~D#~C#~I#~I#~J#~J#~I#~H#~I#~I#~J#~J#~J#~J#~J#~I#~J#~J#~H#~G#~H#~G#~E#~D#~F#~E#~I#~H#~I#~I#~G#~F#~H#~G#~<#~8#~>#~;#~2#~+#~6#~0#~?#~=#~A#~?#~:#~4#~<#~9#~##~#~)#~ #~ +#}#~#~#~.#~'#~3#~,#~#~#~$#~#~B#~@#~C#~B#~>#~;#~@#~=#~E#~C#~F#~D#~A#~?#~B#~@#~7#~0#~;#~5#~*#~!#~.#~'#~<#~9#~>#~;#~3#~,#~7#~0#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~I#~J#~I#~H#~G#~I#~H#~J#~I#~J#~I#~I#~H#~I#~H#~I#~I#~I#~I#~J#~I#~I#~I#~H#~H#~G#~H#~H#~I#~H#~H#~I#~I#~I#~I#~I#~H#~I#~H#~I#~H#~H#~H#~H#~H#~H#~G#~F#~E#~G#~F#~C#~B#~D#~C#~G#~F#~H#~G#~E#~C#~F#~D#~?#~=#~A#~>#~:#~4#~<#~8#~B#~@#~C#~A#~=#~;#~?#~<#~H#~G#~H#~G#~F#~E#~F#~E#~H#~G#~G#~G#~F#~E#~F#~E#~C#~B#~D#~B#~@#~>#~A#~?#~D#~C#~D#~C#~A#~@#~B#~@#}#}Ǵ#}#}ڴ#}#}x#}#}#}#}#~ #}#}Ҵ#}#}#}ȴ#}A#|#}h#}-#|#|:#|#|#}#}V#}#}y#}#|ȴ#}A#|#~#~#~#~#}#}۴#~#}#~$#~#~)#~ #~ #}#~#~#}#}#}Ҵ#}#}i#}-#}#}U#}#}Ǵ#}#}ڴ#}#}x#}#}#{#{#|#{#z@#yB#zд#y#|d#{#|#|<#{L#z#{#{#x#vx#x#w#t#rX#u#s#y#xv#zB#yC#w #uH#x#vw#|#|#}#|Ǵ#|#{#|b#{#}@#|#}g#}*#|#|9#|ߴ#|#zδ#y#{J#z#xڴ#w#y#xr#{#{ #| #{|#z<#y;#zǴ#y#~.#~'#~2#~+#~#~#~##~#~6#~0#~9#~3#~(#~#~-#~&#}#}#~ +#}#}д#}#}#}Ŵ#~#~#~#~ #}#}ش#}#}#~;#~7#~=#~9#~0#~*#~4#~-#~=#~;#~>#~<#~7#~1#~9#~4#~!#~#~'#~#~#}#~#~#~+#~##~.#~'#~#~ +#~#~#}#}S#}#}u#}#|´#}=#|#}#}#}ʹ#}#}a#}&#}#}N#|^#{޴#|#|1#{B#z~#{#{#|ڴ#|{#} #|#|#{r#|T#{Ӵ#}޴#}#}#}Դ#}#}p#}#}#}#}#~#}#}ɴ#}#}ٴ#}#}6#|#}\#}#|#|(#|Ѵ#|p#}{#}F#}#}h#}#|#}-#|)FD*8)) * t*<**()){)4)z*?*)渄*_3*\#?*W*Es*g&~**D*46* *1*Ob3*w*:*r6**Y*~))b) )Z)Ι))/)ED)o>L)Ǧ)U){a))• )-)S*_ӓ*u"*n*ߏ*X*+*IH'**5!*k~**S*wW++B+Œ+Q+ ,T+5+A+z+ U+}T+ +r+!|+z+,g ,3_, l,"c,Oyl,on,;,XT+,'+-W,,)Z,C,`,1:+d_-++M֚+o<++m+Z+/+9+WZ+'%E+Bp+z+t[+b+=++++|#, +R, Bt+,C++Ç+K+S+i,_+̎g+, +, ,y ,S,n,ґY,,j,b%\,aw,L,l,5,U,,,G- +,c%,H-_@-6-)-%k, +,䄈,9,/N-.-{&,-,9,U ,'l7,AJ,vN*,,^q,|,h,.,,2,Ic,h,6),R,N,,,98,8,j,ë,,,B,rQ,,d,ϣ,:,Ҩ++/Bu+'++K+l+7*+U%*c+W*g+C+%+@+[+-+ta+p+x++i++ +\+_+o+J;+j++<+$+'*={*$!**A+P+*+ T*\**X* *ɏ*0*4*\+6C+Sʸ+$q+?*+u+j+^ +++[+,+V++H+hȹ+5 +RJ+,+,jY,%DW,>,,,o+P+E+ +ӪI,IK,>+Ƒ, h!,[u,}G5,G,es ,,,h,,4I,Oa,#<,w((]ظ(g((͠(()o)2n)y) )R)x)*_ +*+^*H)g*=)ɸy)ĭ*M*4* +*")=')^6)))H),)K)k8))R)3)=)!O)S)y9)>,5)`)W)) {)%)*u#)@*ܗ))P.)Ԃ))^)wk)()'('($(2(S( (=['3'd' +R'L(L(* 1(pt(s((z ((`y(2e(>(_(({(Iu(n(4(Vaa(x(hc(}(SE'/''e'J'ZA(K'βV'r 'up'8'l\'f''j'('("B(@k(z(,'(d (p(L(r((;]'-( 7(8(Z&(%(D3(xK)!(g)%)*)Ib))5((@((1/) + )">(A)})m#))UR){ )))))?)b),9)K;))U)o^)(˓(%(((F)ί(ߝ(CL(,(5(hn({((՞((e!)})7H) )%)W)}H)Bo)es(7v)ƪ(A1)C)/^)N)%4):Vi*a*M!*j*7*"*H8*9Q**Sz*wC*>v*^˼*mg**1**4+ **+#|7+=)+++3*ĕ* *_9*+P.+ *e+ *+5*H**4]*j)**S*w^* 4I*#)֣**>h*_'*,=*IU* **n**w*%*lJ*q*Z|*&*kR*f'*oC*κ*MK*+\;+Ԭ+GV8+gQm+=O+++R+4*+Q)+"N+=#+ra++[y+~o+Ƌ++u+y+>,x,^+, ++ ++;+X+x+ل+k++D+4++ +3++F&+fJ+3m+Pu*+ Q*٘**S+"+<+"+*+k+s+q+B++d++"+Zګ+} +F<+el+j+++a)*3)˶3)(*9*5* *#)+)׀<))b)*l)*f*Tp*x0W*?@*`1W******-8*J*v*7 + *lU**U*yk)N|)an)I)E))U))v)s W)u)[]Z)j)))w)* [o*%q(){@**Asw*a*.*L~)*B)^)p*L*94*A*''*ɭ* *}*F@+.c+*#u+ "m* *X**A*W**Ž*+3Q+P>+"+<+q<+[+Z+}H+vQ++"++/o+FjO+e+3s+P***nt*C**uH*L **X5*|Q*Cհ*d,**R*W*a4*\+ *F*b+#Sl+=U+;++M*[***\/++ j*f+ r#˴"## Ǵ"["ڴ"m"k#*̴#ϴ#4#%#*"8# #>""w""w"A@!"ho",?"Ԭ"C"´""˴"V ""z#<)#/#C#8# ##+#Ҵ#I#@G#O#G9#4ܴ#&#<#0""# B"ߴ""C"d":#)#S#"#D"9"ϴ""y!!B!!o % ִ! F";!@"E~"[!l| !!I_U{\meu7(( Xy  'nӴدm"j"/۴"'"Y!_!"!Ĵ""|۴"""H""nq"4!'B !s/ k1/ a!!R!H!Q 2!. h#U8#MS#Y#Rô#D*#9-#Jc#@ƴ#]#W#a״#\#Pm#G#U#M#,8#̴#5|#'P# +H"f##o#=w#1D#D#9#"˴#3#,Ǵ#R#eP#`"#h{#c#Z##S#^#W˴#k?#g2#m#i#b #\G#ei#`D#Jմ#A.#P#G#5δ#'#=״#1#U#Mմ#ZC#S:#D#:#J#Ab"O""놴"Υ""\J""P"V"⸴# +"_"*"2"մ"" ,!"Li" f!z̴!!!Y"p"7"x"_!!"#l!#Ĵ#G###"샴"""´#->##6#(# "##"Z""I"!"M""r":I"ʹ""k""B"a"""Q`s|fŨm~'F3PNĴl1 d +nV q1ҴVI^Z:qx?ʴZ|`i},=GִQ0´+umR %a^%zyxɁf5aɴδ +ܴƳ E %(Cfkl$DV"R}zۥqm#1Iv E m ʴwG +UĴy "Ŵ ~%`1pR( w d*Q =KK̄%?%״w +D۳ ;u^| k _ <-o!5 ϴ!L! +M Iߴ w{ϐ;״^,2^D!`>G3޴ Nߴ]!!_ߴ!)!. ' Eմ!9 I"&!\"Ow""!_!̴!!c"ִ S̴sn.Yj ~ز K޴R~F {)HBg!] +Ӵ f8 ˴V C(Uۍ ^Q薴 +]P +#hfgѴp:fV}v,.I %ALŴ~2Ǵ 2 +ϙ07ôd@^޴zl#o#lx#q#n#h#c#kD#g=#s"#pw#t#rV#m#i#o#lb#^4#W#b#\b#Pô#G#Uɴ#M#en#`H#h#c#ZE#S=#^*#W#u#s#w#u?#q~#n#s#pk#w#vk#xѴ#wv#t#r<#uδ#sδ#k<#g+#m|#i#b#\=#eR#`)#o#lM#qe#n#hc#c#k$#f#> #1#DӴ#:$##\#F#-f##J#Ax#P#G#6)#(#>#1""o# "W",""ۃ"# #.##V#N"툴"Z""䄴#U#Mʴ#Z.#S#D#: #J#AD#^#W#a#[#P#Gմ#Uv#M}#-D#ʴ#6#(/# ";##Ӵ#=#1#D}#9####,ʹ#t#y#xc#z0#y,#v#u)#w#vZ#z#y״#{1#zl#x#w_#yv#xH#r#pS#tj#r +#mH#i̴#oW#l#u#s#vδ#u#q=#n[#rݴ#p+#{#z#{#{`#z#y#z#y#|E#{Ĵ#|#|#{!#zV#{#zڴ#wʹ#v6#x#w=#tA#qմ#u#sk#yY#x##y#x#v#tʹ#w#v#e#_#h3#cN#Y#Rƴ#]#WU#j#f#m#i#a]#[#dŴ#_#Jy#@۴#P#G{#5#'#=#0#U#M,#Yj#RH#D#9#Iݴ#@5#o#kش#p#n#g#b#jn#f*#r#o#t#q#lݴ#i #n˴#kp#]r#V#`#[ #Op#F#T_#L#dF#^ߴ#g#bp#X´#Q#\#V8"sŴ"<&"-"c!!"'2!_"R"δ"t"p"P""tW"=!< {!! 8\ ޾!b!e|!!״ . O!@< "n""N""Y"c"""(" # <"Ĵ"ʹ"ɴ"ڢ"״"'!I"P"ȴ!!!!f "s"<"}"bش!Ŵ!%"'!޽yڴi|$۴;>ִ \au+7Vc] ƴ'9 `RSWIY ◴ B Rs-,՗!@ !! mem BmXVg|:='M|ܴ 2д+޴dlƴ#L# #"#"f""M"#,##4#&# +x"#M#ٴ"ߴ"Z"~""OR""r~":"="6"."U""`"ʴ":#!ʹ! -` Uܻ!ȴ!^!! ϴ I!5w ((;g(G((B(‡(k(.(T(((>(Ԗ(-(.6(\(((J(:(a(]((3(,(((/L(1(z((/u(4(((M (ոq()(4([('(E(((֢( +(('(9$((4(#(*(((7(((z(((w(b((~P(i(P(i(UP~(C!(V7(Ca(#(j(v(k(W(D(W(E(2\("(3,(#G(((j](L8(3|($p#(4(%/(#($(۽( I( (l(tb(mj(XJ(Fl(Y(G2(ٓ(n1(9#(n(ZO(G([ (H(5s(%(6C2(&(( +`(J( (7('b(7v((y(( (( }(4(hY("((Rh(z(ד(@()(Ё(:l(((((%s(U(?((((1( +((W(l(a( ((S6((((7[(R(!(/(U(E(f(Y(מ(<(G(a([(`z((==(Q(g(ί(YJ(v( (1((1(q(2(щ(^z( (4(o((pSu([d(If@(\u(J(8w(pZ((q(]#k(J(]\(K(8tl((ձ(9,N()O(r( 7(/( (9(*Lm(:j(+ ((Y((((r;((r0(^wh(L5(_!(L(XE(ss4(o(t(_Δ(M(`(No(;[(+ӻ(<(,((\\(^C(>$(<(-{(=(.`(C3(.( 7(1H',''}l'`F''_z'''t'㤿''''P*'+'Ў+''m'*'M''D'}#'r''y'''-|''ם'I'~'?'='<'D'ѷ'c''c'?='(T'U?'v''''r'Y'@ '+'''Ab'0''O'@'8''p'k''f9'P'hr'R'=P'+'?'-?'j'Ts4'l?'Vr'@֛'/3'B'0'' ''v &e&r'1&W'f'!' ''&'S&'n=''X'p'Z۾'D-'2P'G'5*'s v']P#'u'_'I'7z'L*':.'"t''$Y'''&'& A''='pr')%'a' M&~' 5'j:(N'e(Α'L^'O<'ċ'k'(q'(g'y'm'ǰP' _'k'^z'+'u'4\'Q='9t'''Z'U'K'''r'S'EF(C'P(.,'6o''G(''G()'@_(8y'u3'G't'K'p'0''=\'\'ID'C&'mm'o'y'O''t''҄'U'r'x'bm'{'e'O '= Z'R(2'@*' 'iV~'^'m 'U'CE'YP'G_','&'/'!'m'?'i'c'3F'$v'71'(I'' +?'G''a'q N''u']ox'KE'a'P 2''zE'_'L'f'U4'l'Z';Ey','?'13y'"w'r'#ݓ''E1'6gI'J'<,')'v'.'"(-(V6(צ(C(*( ((Y(C(ׇ((@(1(x(( (((i(((((((,2(,:(49(_\((K%(r(((u(;s(%(t((i(u__(a;(O>L(b(P(s(v&(Ĉ(v(b(Q (c(R(>E(/V(? (0`(!?R(Hg("\(w(@(1(A(2+(#;(G($n(1((w((x(d(S1&(eҞ(Tp((yU(p\(z/(g (Uէ(hqE(We_(C(4(Dg(5(&c(g(((k(E(7PQ(G.(91()׶(un(+q(z(8((a(9(0(((|D(q(}g(j (Y'a(kȃ(["v(o(u(Q ((m(]_0(pt(_(I(;L(K(=(.!G("+(0O($(N;(@L((P(CB(3|7('(6(+(Ue(.(j(M(r(bN(u(e (/(;(x(i.(|u(m(T(F(W(JM(:/-(.(>#P(2([uB(Nx(_ր(S"(BZ(7(G|9(<~(^?'( '|'˿'k'j'C( +G(0( (*';'f'''Ø '6'ƊD'?')'XH'I&''''a'P''''(-4((T(|t''''(((_8( +'-'b(0''\g'm'n''W']'~'11'ګ1' ''ѫ'''āQ'''c''['r'a'yz'g''''+p''oN''x6q'Q'B8'X'I'5q*')'<''0!'_'Q1'h'Zq'D'8'M'A' 'T'J'F'['ؿ'''|&'jl'2''D_'C''u'r>M'd<+'|'o'W'L 'bc'W:'m'{4' 'P'n'c'|v'qu(( (((g'(+'9({(( s(( 3(( ָ(5'&u''e'''''s'R'挧'''i'Η''ן/($b('(((k(( +)(!((-:($(3,(*(,(+(r(" 3(a('d(m('''\F',( (^(P( ('(H](F5'\''u'G;'''g''8'l'x'B''DL'W''\'^'r'Z' 2''d'.a']'q'3''['{j'P'''׶'λ*''S +'ƙf'>['l!'I^'p'%;'}'Q!''ؙw''N~'''؀' +'1 'P''h'b!'ɔ'U'&''9'&p'ӊ#d#gM#d#g6#iY#kB#iQ#k3#d#g#d#g#iG#k(#i1#k#m#n#l#n#p#q#p#q|#l#n#l#n|#p #qr#o#qb#dw#f#d`#fڴ#i#k#h#j#dL#fƴ#d<#f#h#j#hߴ#jش#l̴#nm#lĴ#nc#o#qU#o#qG#l#nR#l#nI#oٴ#q?#oд#q6#rش#t#rɴ#s#u#v#u +#v#r#s#r#s״#t#u#t#u#v#wô#v#w#xy#y##xq#y#vܴ#w#vϴ#w#xh#y#x\#y#r#s˴#r#s#t޴#uܴ#tմ#uҴ#r#s#rx#s#t̴#uƴ#t#u#v#w#v#w#xR#x#xI#x#v#w#v#wx#x?#x#x6#x#d,#f#d!#f#hд#j̴#hɴ#j#d#f#d#f#h#j#h#j#l#nA#l#n:#oȴ#q+#o#q##l#n1#l#n+#o#q#o#q#d#f#d#f#h#j#h#j#~J#f#~J#f#h#j#h#j#l#n$#l{#n#o#q#o#p#lv#n#lo#n#o#p#o#p#rl#s#re#s#t#u#t#u#r_#s#rT#sz#t#u#t#u#v#wn#v#wf#x*#xִ#x$#xδ#v#w[#v~#wL#x#x#x#x#rG#sr#r9#sg#t#u#t#u#r(#s]#r!#sS#t{#uz#tr#un#vt#wH#vi#w>#x#x#w#x#vc#w7#vY#w*#w#x#w#x#y#z;#y#z3#z#{#z#{#y#z*#y#z!#z#{#z#{ #{{#{д#{t#{ʴ#|#|^#|#|[#{o#{Ŵ#{g#{#|#|S#| +#|L#y#z#y#z#z#z#z#z#y~#z +#yw#y#z#z#z|#z#{`#{#{Y#{#|#|H#{#|B#{T#{#{L#{#{#|;#{#|3#|#|ʹ#|#|ʴ#|#}%#|#}"#|#|Ŵ#|#|#|#}#|#}#}I#}i#}E#}d#}#}#}#}#}@#}`#}<#}]#}~#}#}y#}#|#|#|}#|#|#}#|#} #|w#|#|q#|#|ݴ#}#|״#}#}7#}Y#}2#}T#}v#}#}r#}#}.#}P#}(#}J#}m#}#}g#}#yp#y#yg#y#zu#z#zi#zڴ#y]#y#yS#y۴#z]#zϴ#zW#zŴ#{C#{#{9#{#{#|,#{ߴ#|&#{0#{#{'#{}#{ִ#|#{δ#|#yI#yѴ#y=#yƴ#zN#z#zA#z#y3#y#y&#y#z6#z#z&#z#{#{t#{#{i#{ô#|#{#{#{#{[#z#{N#{#{#{#{#|j#|#|c#|#|Ѵ#|#|˴#|#|\#|#|O#|#|´#|#|#|#}"#}C#}#};#}_#}z#}Z#}t#}#}4#} +#},#}R#}m#}K#}c#|F#||#|:#|r#|#|ٴ#|#|ϴ#|-#|f#|!#|Z#|#|ô#|#|#}#}##|#}#}?#}Z#}5#}Q#|#} #|۴#|#}*#}E#}#}7#~J#~J#~J#~J#h#j#hƴ#j#~J#~J#~J#~J#~J#j#~J#j#lh#n #le#n #o#pݴ#o#pӴ#lg#n#ll#n#o}#pʴ#ow#p#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#lq#m#lr#m#om#p#ob#p#~J#m#~J#m#oZ#p#oO#p#r#sM#r #sE#tg#uc#t^#uY#r#s<#q#s2#tR#uM#tH#uB#vM#w#v?#w#wܴ#x#w˴#xp#v4#v#v"#v#w#x^#w#xK#q#s(#q#s#t8#u0#t,#u#q״#s #q̴#s#t#u #t#t#v#vش#u#v#w#x5#wy#x!#u#v#uʴ#v#wc#x #wG#w#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#oH#p#o8#pr#~J#~J#~J#~J#~J#pd#~J#pR#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#q#r#q#r޴#s#tٴ#sִ#t#q#rŴ#q#r#s#t#s#ty#u#vu#u#v\#w-#wѴ#w #w#uq#v9#uO#v#v#w}#v#wL#qy#r~#qX#rY#si#tU#s@#t)#~J#r#~J#q޴#s#s#r#s#u%#u۴#t#u#v#w%#vU#v#t#um#tz#u2#v#v#uʹ#vd#y#y#y#y#z#z#z#zu#x#yy#x#yg#y#z^#y޴#zN#z#{=#zִ#{,#{#{Ѵ#{|#{´#zô#{#z#{#{h#{#{S#{#xʴ#yP#x#y;#yȴ#z7#y#z#x#y!#x~#x#y#y#yu#yݴ#z#z#z}#zԴ#{9#{#{"#{d#z]#z#z?#z#{#{I#z#{&#|#|H#{#|5#|x#|#|i#|#{#|$#{ִ#| #|U#|#|?#|l#|ʹ#|#|#|ݴ#} #}(#|#}#|#|̴#|#|#|#}#|Դ#|#{#{#{#{ٴ#|'#|R#| #|6#{#{#{c#{#{#|#{̴#{#|z#|#|`#|#|#|ش#|#|#|@#|d#| #|A#|#|#|a#|{#xZ#x޴#x5#x#yR#y#y0#y#x#x#w#x_#y#yi#xϴ#y8#z#zo#y#zF#z#z#z#z״#yƴ#z#y#y#zb#z#z1#zr#w#x(#wp#w#x#x#x[#x#w4#w#v#w]#x#x{#wд#x(#yW#y#y#yk#y#z8#y#y#xѴ#y$#x#xд#yi#y#y#yT#{;#{s#{#{I#{#{д#{{#{#z#{#z#z#{I#{t#{#{<#{#|#{ʹ#{#|9#|V#| #|*#{#{#{c#{#{۴#{#{#{#zr#z#z/#z_#zִ#z#z#z#y#z#y#y#zC#zj#y#z#{%#{G#z#z#{e#{#{#{8#z#z#z:#zX#zδ#z#zv#z&&, &ԕ &&|,&@&.&&&װ&/& &W&(n&&y]&Y7& &(&&&jE&U&o&Z`&D&&&#&up&`Xz&{&f&&&&4&(&&?& &B&Q&&&ͷ&Z&ޭ&D&h &C&np&A&l&m&e(&uo& &&&&&~M&J&&C&2&G2&6Q&"&4$&'&Ѐ&MM&<5m&Su&BL&,ڰ&&2&% <&%& ]&u%8%֛%&%o&&}&& %_%&%%&ZgQ&I1&b="&P&9#&+w&Au&3&k +-&Y&t&cp&J0x&<8T&T +h&F&a!&3\&'&& ++&.&&&/&$i&9s}&.$e&J&92&#&&t&ޅ&&*&́&@:&&ˆ&&w'&&&Ɏ &m&a&&\&I&+&p&f&&9&&}&½&&C& &&#' &Ao' ('&P& &&'/'Vj'#O'U&&'x&&˂&Tw&P=&*s&q&'&P&&B&)&}&q&Xi&&ӯj&&Y&n&S-&{B&_"u&Q&k&]&[&S&?R&3&y &k&&{[E&DzX&9&&Pw&E&.U&%ʊ&;R/&2&^"&S&n&c?&ICo&@&X +&O&~&g\&b&S&&&j&wq&&q!&&&&E&$&&/&t&9&dG&jE&aP&~t{&u&Bv&&&M&Z& +&&$%%F%ϐp%[9%%«%%A%ٛx%S{%%ֻ +%%%ݓ%O%R%%%%%|%U%.%%X%%%Z%%Y%Y%:%*&%%^%*<%%|& [&&\& O%V.%f&Q%t%%Z%L%ծ%%c%T%%-%S%R%%Ͱ!%%L-%i%o1%dE%%tY6%ZJ%Q?%i%`b%b%z\%2%-%|[%r%W%%I%A %X|%QF@%;%6%J%Ein%j%c %LP%w%\q%V%p%j%=%v%%~%% %%%3%%A1%ȱ%V%t%%q%%A%CI%$$%%%p%K%%%%<7%%<%0%&&$g&)6&"a&x?& v&p&&7&046>&?č&)k&#L&8&2n&%D&& &%j0%`;&&e&&&-$Z&( &(+&r&#c&$K&X&QM&l&e&JkS&D*&^[&W&nW&{'g&7&&t'&m:&w6&|&9M3&Qx&L&47&0=&G&Cw&g&b&G>&{+&]&Yp&vS&qfq%T%uE%%c%l %t%%^& /:&&B&c&&P&a&T%d%B%%%%$%܇%k%%&& o%%& g.&&,=&(&?_9&;&%&&!S&8 P&4&T&P&m&h!&MLC&Ib&e,X&aq&&B&1&.&&6&+o&)b+&F&C&^)a&Z>&@&=&W&T&'©''&#'u' 4'@A'' ω'.Y='$'7}E'-o'y'>'%d'&! &*'&z&w&&ە&^' +'' 'M'&' +'o2'A'8Bb'L'C"'/Ē'(|';N'3'Y'Pf'g'^'H$'@9'Vg'O'!+'',G'&T'CN')k'!%'9'9'3'Ht'By'.^')f'=6'8/s&e&O&H&\& {&Q&̦&Ŭ@&:"&7'&!&t& &&&&X&]&&&O&u&&&"&[h&ެ0&/&:!&}&=' v'`'p'l''-'' JH'$ +' 8'3'/'#k'',='(ȸ&!&wY' 39'bA&Ll&꒒''q')'-'%L'"'Y' ' l'w'wj'n4%'D'G'f>'_p'wс'pc'\'r'8'".'':I'rI'T'X'R'jr'dY'Mg'H)'_'Z?'~Fp'x','i'sd'oY''''I'' 'ev'.p'''('''w'7\'B"'V'ň 'HL''E'7''K'&'S'q'X'0'+''' +''V'DDN'@R'V.'R3'<'9wX'O5I'K 'j>'g%'Z'}t'c'`''zi'wS'6x:'3'I 'FQf'1.'.'C 'Au']'Z$'t{.'qx'Xw!'V" +'o`'m'2'jB'e'F}'Y'G''='>5'~'''S'U''''''U'`':'lj'IH'\C' 's'@''''&&}&q& &[&&&&&&o&s&R&|&e&aw&&N &&P&&U&&&l&~&7P&B&B&&y&f&8&7&L&~&ނP&)&b&?^' ͫ' +W'D'''#'^'& &͚&&ِ&&9&&'l`''f''N'K'0'&(&&I&&<&|5&I& &O&&ZI&=&&&Ğ&&|]&xJ&u-&$&P&q&n&&F&&&Y<&C& &&>&@&̠&$ &b&Ƅ&Ǽ&g&=b&Ö&2&" +'1' &s&(' V1' & &&Y&e&&+&ՠx&M&@&>''0<&*&p'`'t','*'?C'=2'('&';='9_'S5'Q'jޡ'h'O'M'fǜ'db'%'#`*'7`'5{'! ' *'4('2'L%4'J[C'b'a'H,'FF'_K']}9'"''2'%''~.q'V'''''޺''''S'|>'zV''#'xr1'v''')''}'P'''''''r'0'/Gy'K'1'-',-'E,'C{ '['Y'A'@/'X'VE|''(X'*%'(m''2''R,'%'>`'<'Tq''R':^'9-'P'NC't'r4'),'%9'p'n''n'v'c 'b'<'J'*' 'ژ'lc'j'''hܺ'fZ'''e'''W''iy' 'Z#}#}ƴ#}#}ô#}״#}#}Դ#}#}#}#}#}#}Ѵ#}#}δ#}ݴ#}#}#}#}#~#~#~#~#}#}#}#}#~#~ #~#~ #}#}#}#}#}˴#}ڴ#}Ǵ#}״#}#}#}#}#}´#}Ҵ#}#}ʹ#}#}#}#}#}#~#}#~#}ߴ#}#}ڴ#}#}#}#}#}#~#~#~#~#~$#~(#~"#~'#~#~#~#~#~ #~%#~#~##~,#~0#~+#~.#~3#~6#~1#~4#~)#~,#~'#~+#~0#~3#~.#~1#~#~#~ #~#~#~ #~#~#~#~#~#~ +#~#~#~#~#~%#~(#~"#~&#~,#~/#~)#~,#~#~##~#~#~'#~)#~##~&#}#}#}#}#}#}ȴ#}#}#}#}#}{#}#}#}#}#}#}ִ#}#}ϴ#}ܴ#}#}#}#}#}ɴ#}ִ#}#}δ#}#}#}ٴ#}#}s#}#}i#}}#}#}#}#}#}]#}s#}P#}e#}#}#}x#}#}#}ƴ#}#}#}Ѵ#}۴#}ȴ#}Ҵ#}#}#}#}#}#}Ǵ#}#}#}#~#}#~#~ #~#~#~ #}#}#}#}#~#~#}#~#~#~#~#~#~#~"#~#~#~ #~#~#~ +#~#~#~#~#}#}#}ڴ#}#}#}#}#}#}д#}ٴ#}Ĵ#}ʹ#}ߴ#}#}մ#}ڴ#}#~#}#}#~#~ #}#~#}#}#}#}#}#}#}#}#~9#~;#~7#~:#~<#~>#~;#~=#~5#~8#~4#~6#~;#~<#~9#~;#~?#~@#~>#~?#~A#~B#~@#~A#~=#~>#~<#~=#~?#~?#~=#~>#~1#~4#~/#~1#~6#~8#~3#~5#~,#~.#~)#~+#~0#~2#~-#~/#~:#~;#~7#~9#~<#~=#~;#~;#~4#~6#~1#~3#~8#~9#~4#~6#~B#~C#~A#~B#~D#~D#~C#~C#~@#~A#~?#~@#~B#~B#~@#~A#~E#~E#~D#~D#~F#~F#~E#~E#~C#~C#~A#~B#~D#~D#~B#~C#~>#~>#~<#~=#~?#~?#~=#~>#~;#~;#~7#~8#~<#~<#~9#~:#~@#~@#~>#~?#~A#~A#~?#~@#~=#~=#~;#~;#~>#~>#~<#~<#~&#~(#~!#~$#~*#~,#~&#~(#~#~#~#~#~!#~##~#~#~-#~/#~*#~+#~0#~2#~-#~.#~&#~'#~#~!#~(#~*#~##~%#~#~#~#~ +#~#~#~ #~#}#~#}#}#~#~#}#}#~#~#~#~#~#~#~#~#~#~ #}#~#~ #~#~#~#~3#~4#~/#~0#~5#~7#~1#~2#~+#~,#~&#~'#~-#~.#~(#~)#~8#~8#~3#~4#~9#~:#~5#~6#~/#~0#~*#~+#~0#~1#~,#~,#~ #~!#~#~#~"#~$#~#~#~#~#~#~#~#~#~ +#~ #~%#~&#~#~#~'#~'#~ #~!#~#~#~ #~#~#~#~#~#}A#}V#}0#}F#}k#}z#}Y#}k#}#}3#} #}#}G#}X#}1#}C#}#}#}y#}#}#}#}#}#}h#}v#}S#}_#}#}#}n#}x#|#}#|ִ#|#}#},#}#}#|#|δ#|#|#|#|#|#|Ѵ#}:#}K#}"#}/#}V#}`#};#}G#}#}#|#|#}#})#|#}#}#}#}#}#}Ǵ#}ʹ#}#}#}#}#}#}#}#}#}#}#}Դ#}ٴ#}Ĵ#}ʴ#}޴#}#}ϴ#}Դ#}#}#}#}#}#}ô#}#}#}l#}t#}R#}Z#}{#}#}a#}k#}2#}<#}#}#}D#}N#}$#}*#}#}#}q#}v#}#}#}{#}#}S#}Y#}0#}7#}^#}c#}=#}B#|n#|#|B#|[#|#|#|m#|}#|#|&#{ش#{#|9#|K#|#|#|#|ʴ#|#|#|մ#|#|#|#|]#|j#|##|/#|v#|#|>#|I#{#{#{Q#{e#{ô#{Ҵ#{z#{#z#{#z#z#{'#{6#zʴ#zܴ#{#{#{#{#{#|#{#{#{H#{T#z#z#{_#{l#{#{#|#|#|#|ɴ#|#}#|д#|ش#|#|#|T#|^#|#|#|f#|n#} +#}#|޴#|#}#}#|#|#|#|#|t#|{#|#|#|#|#|#|#{ɴ#{Ҵ#|%#|,#{ڴ#{#{v#{~#{#{!#{#{#{)#{/#|2#|:#{#{#|A#|F#{#{#{#{#{5#{<#{#{#{D#{K#}#}#}ش#}۴#}#}#}޴#}#}Ǵ#}˴#}#}#}δ#}Ѵ#}#}#}#}#}#}#}#}#}#}#}մ#}ش#}´#}Ŵ#}ڴ#}ܴ#}ȴ#}ʴ#}#}#}#}#}#}#}#}#}i#}m#}H#}M#}q#}u#}Q#}T#}#}#}#}#}#}#}#}#}x#}{#}X#}[#}~#}#}^#}a#}#}#}#}#}#}#}#}#}޴#}#}̴#}δ#}#}#}д#}Ӵ#~#~#}#}#~#~#}#}#}#}#}մ#}״#}#}#}ٴ#}ڴ#}#}#}#}#}#}#}#}#}#}#}f#}i#}#}#}m#}o#}#}ô#}#}#}Ŵ#}Ǵ#}#}#}#}#}r#}u#}#}#}w#}z#}##}&#|#|#}+#}/#}#}#|ƴ#|˴#|#|#|ϴ#|Ӵ#|#|#}2#}6#}#} #}9#}>#}#}#|״#|ܴ#|#|#|#|#|#|#|L#|Q#|#|#|Y#|]#|#|#{#{#{Q#{V#{#{#{\#{b#|b#|f#|#|#|k#|p#|##|(#{Ǵ#{ʹ#{h#{n#{д#{ִ#{s#{{#}A#}E#}#}#}I#}L#} #}$#|#|#|#|#|#|#|#|#}P#}R#}&#}*#}U#}X#}-#}1#|#|#|Ŵ#|ʴ#}#}#|δ#|Ѵ#|s#|x#|,#|1#|}#|#|6#|=#{۴#{#{#{#{#{#{#{#|#|#|C#|I#|#|#|M#|T#{#{#{#{#|#|#{#{(|(rCa((wjv(}/((d3(XX(j<(^( (L"(B(S](H(p^(d(w5_(k(Yn(P(au(X(~(sخ((|E(id(`6(s(jf(H(=(}a(u([_(k;((({(5((oT(_(9(0m;(?Ǝ(7`(((!]0(/(((G0m(?(Oe(G(7(1(@(:c(٘(("u((( +(b( D(*i(%(4Q(/( +(+4(*l(&8(Xy(P(b([]((J7(D(TN(O#d(m(fL(yR(sbc(`g([F(m(h(>m(9(I(EK(5>(1I(A%(=t^(VhW(R(do(`G(N9c(JY(\(Yz(i({;(( 'y'(((0(("u((nE(((mr'ջ'F(+'/'#R''e' ( ( ³( ((q(((m(-(*(:-L(7F('(%[i(4(2v-(GD(E,(VL(Ti(B(@U(R^(P(#,R(!>(0{(.(( f(-))!)")#Ƿ)-/).r);ne)='t)0'])16)>ޙ)@)I)N)% +Z)&H)%a),)')()3)4)B>i)C)5{)7L)E~)G .)D)T~:)FJ)H)VÄ)Y +7)eS)gz)j)zZ)}G) +)))L)x3)J~)LX)[O)])N-)P)_a)a#)m)o~)))r(U)th))T@)R)Tp)d'^)fB)VB)Xp)hO)jLR)wR)ym ))4){)})J))Wf))T)))A))))))K) ")) )&/)W)4)F))|))})C)@)c)2)0)Z) +N)o)#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#r#sq#rh#s+#~J#~J#~J#~J#~J#r#~J#r#t7#t#s#t#u#v#u3#u#s#t9#s/#sԴ#tѴ#uX#te#t#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#rʹ#sT#rP#r#s#tk#sa#s#~J#r[#~J#q#r#sI#r&#r#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#q#qش#p#q4#~J#~J#~J#~J#~J#p5#~J#o?#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#nK#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#v#w#v>#v#wt#wٴ#w#wo#uӴ#vH#ub#u̴#v#w#v5#v#x'#xw#wȴ#x#x#x#xP#x#wM#w#vմ#w #w#x#wX#w#t#uN#tX#t#u#v#u#ud#s#t #s #s_#tk#t#s#t #vN#v#u#u#vǴ#w#v,#v_#u#uA#t@#tt#ur#u#t#tִ#y1#y_#x#x#y#y#y#yF#xK#xz#wɴ#w#x#xĴ#x#x9#yԴ#y#yf#y#z #z(#y#y#x#y#xV#xw#y#y7#x#x#w2#wT#v#v#w|#w#vд#v#uȴ#u#u#u!#v#v2#u<#uR#w´#wܴ#w#w'#w#x#w:#wF#vG#v]#uf#ux#vh#vw#u#u#rQ#r#q#q#r#s.#q#rN#pv#pд#o#o#q%#qZ#p#p0#s`#s#r#r#sϴ#t#r#r#q#q#pO#pi#q#qѴ#p#p#n#n#mA#mw#nִ#n#m#mŴ#k#l#~J#j#l8#lT#jƴ#jմ#o#o=#m۴#m#oR#ol#n#n#ln#l#j#j#l#l#j#jڴ#t#t3#s#s-#tM#ta#s=#sL#q#q#p#pϴ#r#r#p#p#tn#t#sV#sd#t#t#sp#sw#r%#r4#p#p#r>#rB#p#p#o#o#n#n#o#o#n#n#l#l#jϴ#j#ly#l^#j#j#o#o#n #m#o#o#m#m#lR#lA#js#jb#l*#l #jM#j:#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#i$#~J#~J#i3#i;#g\#gS#~J#~J#~J#~J#e #d#~J#b#i8#i,#gD#g0#i#h#g #f#d#dô#b#br#d#d#bH#b"#~J#~J#~J#~J#~J#`^#~J#]#~J#~J#~J#~J#~J#~J#~J#~J#`+#_#]#]F#_#_z#\#\δ#Z#ZU#Wh#W#Z#Y#Vô#Vg#h#hǴ#fȴ#f#h#h#f{#f\#dT#d#a۴#a#cݴ#c#aR#a#hn#hR#f/#f#h>#h"#e޴#e#c#cq#`#`Ĵ#cB#c#`#`n#_.#^ݴ#\o#\#^#^\#[#[`#YO#X#V#U#X#X@#UO#T#^#]ܴ#[#Z˴#]#]#Z#ZX#Wٴ#Wq#Tt#T#W'#V#S#SV#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#Sƴ#~J#PP#SY#R#O#O,#~J#Lp#~J#~J#K#K"#G#FҴ#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#C#BW#~J#=;#~J#~J#~J#~J#~J#7#~J#2#Rt#Q#N#N#Q#Q@#M#M0#J#Iٴ#F#Ej#IY#Hд#D#D?#PѴ#PZ#L#L3#OѴ#Oi#Kմ#K1#HU#GѴ#C´#C4#GA#F#B#A۴#Af#@##=#9 +#8A#=D#<#7#6#3O#2k#,#+#1#0´#+#*?'\]'('i'y''{'4'B(W(7((((( (  +''' J'''D:'C'>'G'1)( ( +_')' ( +d( [X((l(*§()K(@(V((m((f(:$@(9Mo(J(JV(8w(7w(IQ(IQ(x($G('m(&E(#((&H(%(7i(6e(HA(H(6(6d(HFL(G^'ͨ'-'!'&'M'Ʌ'v'@'('g((()'6X'6(('OD''''g' +''U'ڕ' '(('N'(((]((%T($(`I(0($z($J(5(5e;(G(Gy(5 (4F(G5(F&(q((#I(#:((("("U(4V(3(Fi(FL(3(3(E(E(]rV(\(q +(qb0(\((\TT(q8(q*((d(#(((\(%+(O(\([(q(q"([Z([/(q(p((({((!(2(M(((A2(G(2(( ( ((V(k(˾q(̃:(Y( (D(((e((]u((((H(!(;(δ(_(%((W(А[([m([E>(pc(pM([:(Z(p(p(A(K(h(5(OJ(M(It(T(Z(Zb(p(p[(Z(Y(p(o(B(0(V](M(((:E(((L=(b((p(?(ݠ(N(([($(ч( (V(M(<((x(%(4((ye(3N(#U(>(.K({(Ҧ(9F(1(ҽ(F''''׾D'''֭O'՗_''ȣ((''(('i''{3'U'g'A1')]'o't!'D(`+(e' 'i((o($(-(!ٕ(!U(x(( ( 2(2(2%~(E(D(1|(0(D(Clz(I>(((((A +(20(p(0Z(/(Bh(B (.(.(AAn(@i''w'ϰ'c +'y'K.' +;'ˤk'k'}'u''J''l'U'?'5'3Q'ȴp'(''(s'őH''!'a'['8'zH''( .( ((( C( (((-C(,[(?(>v(+f1(*bC(=(m)Ms)O#)?da)@H()P;=)Q=(䶫(F((((*,(L()V),))) TI) )e)W(|((4((ݛ((w(Ѣ) W) +)0)) +5) +I) )()"r)#/)1F)1)#)$)2{)2)A3)A)R*)R)Bz)C 7)S)Td)$t^)$R)3dg)3)$')%)3)4+)C)C)T)Ui)D<)Du")U&)V + )Y)[^)l6)n )\)^l)o%)q|) ^)))d)q))))_h)a&)s?)t)bb)c)u )w5)r))))z)2)Ǜ))2)x )})))))? )&) )8l)g)z))))ªQ)))h) )))))s%)6)"Z)ń)9))ή))d)e})xb)yrj)fZ)g8)zfL){=)C)s)O))#)u1)+))g )hB){k)|)hZ)iN)})}n))6Y)))~6))H)))\R)t))))cI) )8)K))))p) ^))#)))>)):)*)_))e)̑T)/)I)ws)ͳ)@(x(W(6((~(2(Z(-) +N) +D)4).) ++) +)5)((D((8(䨴(K((S) -) ))o) 0)[)))%*)%))4D)4I)%L)$M)49)4$)D)D)V53)VG)D)Dsj)V?)V)$)$l)3*)3)$)#)3-%)2)D:3)C)U)U)C)C)U*d)T(*O(G`(((M(=`(T(݊)Y)s)3);)I ))l)f((((JI(܈i(!(ܽ(X))HG)z)v)))U)/)#A)" +)2./)1s)!)!1Z)0)0)Bw!)A)T )S[)A)@C>)R)Q) kE))/J).c")) )-j),a )?^a)>e)P)OO)=Y)<;)N|)M[K)i5)iOJ)})} )iMp)i0)}D)}.)%)))[)))W)))hN)hG)})}-)h4)g()|)|)))) )H)h))J))o)))@~)l))R)O)))m)Τf) ))X)ĵ)})P})6"))))Ĵ)l)?)u)ή)r)w))7S)֘)g~)fJ!){{)z{)eso)d)y)xS)Q)V) +)()ۦ)RT)))c{)b[)w)v{)a$)_!)u,)s)j),)o)-)_)2)k)*)UC)))A))P))8)CM)) Y)])̈)%))$)d)E)E)\))ui)) )w))*?)ʎ])ɡ)9)64)Ƞ )lj#z?#zT#yɴ#yܴ#z`#zt#y#y#yH#yV#x#xô#yj#yu#xӴ#x#z#z#z#z#z#z#z#z+#y#y#x#x#y#y#x#y #x#x#wO#wd#x)#x8#wn#wx#v#v#u#u#v#v#u#u#xD#xL#w#w#xS#x[#w#w#v#v#u#u#v#v#u´#uŴ#z#z#z4#z=#z#zĴ#zD#zK#y#y#y#y#y#yô#y"#y(#zʴ#zӴ#zT#zW#zڴ#zߴ#z\#zc#yǴ#y̴#y/#y4#yӴ#yش#y9#y@#xe#xn#w#w#xr#xx#w#w#v#vĴ#uɴ#uϴ#vʴ#vѴ#uѴ#uִ#x}#x#w#w#x#x#wŴ#wʹ#vԴ#vݴ#uڴ#uߴ#v#v#u#u#t#t#sy#s|#t#t#s#s#rD#rE#p#p#rC#r@#p#p۴#t#t#s#s#t#t#s#s#r=#r;#pѴ#p̴#r5#r2#p#p#oy#oi#mڴ#m˴#o[#oQ#m#m#l#l#j'#j#k#k#j#i#oK#oA#m#m#o7#o0#m#m#kմ#kɴ#i#i״#k#k#iǴ#i#t#t#s#s#t#t#s#s#r1#r-#p#p#r*#r,#p#p#tƴ#tʴ#s#s#tδ#tҴ#s#s#r0#r3#p#p#r7#r?#p#p#o*#o&#m#ms#o#o#mi#me#k#k#i#i#k#k#i#i#o#o#m\#mW#o#o#mY#m^#k#k}#i{#is#kz#k|#ik#ii#z#z#zi#zr#z#z#zx#z~#yߴ#y#yG#yK#y#y#yQ#yV#z#{#z#z#{ #{#z#z#y#z#y`#yh#z #z #yo#yv#x#x#wԴ#wڴ#x#x#w#w#v#v#u#u#v#w #v#v #x#x#w#w#x#xȴ#x#x #w#w#v#v #w"#w.#v+#v7#{#{#z#z#{%#{+#z#z#z#z #y|#y#z,#z5#y#y#{2#{;#z#zȴ#{D#{M#zӴ#zܴ#z>#zF#y#y#zS#zZ#y#yȴ#xӴ#xߴ#x#x#x#x#x'#x3#w9#wA#vA#vO#wJ#wY#v^#vg#x#y #x?#xO#y#y'#x\#xo#wi#wv#vv#v#w#w#v#v#t״#tݴ#s#s#t#t#s#s#rJ#rS#p#pƴ#r^#rc#pԴ#p#t#u #sǴ#sѴ#u#u#s#s#rm#rz#p#q#r#r#q#q&#o##o(#mg#mk#o3#o<#mt#m#k#k#ip#iz#k#k#i#i#oJ#oT#m#m#oj#o#m#m#k#k#i#i#kô#kѴ#i#iʴ#u+#u;#t#t#uK#uV#t#t,#r#r#q8#qD#r̴#r#q\#qs#ug#u|#t;#tQ#u#u#td#tx#r#s#q#q#s#s0#q#q#o#o#mд#m#oʴ#oݴ#m#n##k#k#i#i#l#l##j#j#o#p #n>#n]#p#p.#nx#n#lE#lk#j6#jP#l#lŴ#jm#j#h#g#e#ec#g۴#gƴ#eD#e#b#b#`A#`#b#b~#_Ѵ#_#g#g#d#d#g#gx#d´#d#bg#b9#_#_U#b#a#_#^#]M#]#Z#Y#\#\#Y#YZ#V#VX#S#R#V!#Uش#RK#Q#\~#\0#Y!#X#[#[ִ#X#Xu#U#Uj#Q´#Q#U/#U#QP#Q&#gc#gJ#d#d#g?#g/#dm#dZ#aϴ#a#^ϴ#^#a#a{#^#^#g#g#dH#d>#g #g#d2#d)#al#aY#^q#^f#aN#aC#^Z#^P#[#[#XS#X-#[h#[Q#X#W#T´#T#P#P#Te#T@#P#Pd#[=#[+#W#W#[#[ #W#W#T(#T#P5#P#S#S#O#O޴#O#N#J#JA#N6#M#Iδ#I#F#E#A;#@#E=#D˴#@(#?ƴ#M#MZ#I+#Hش#M#Lɴ#H#HJ#Dq#D#?<#>#Cϴ#C#>#>.#;޴#;U#6M#5#:˴#:J#5#4e#/#/G#)e#(G#.#-Ѵ#'J# #91#3ȴ#3J#8ƴ#8U#2Ŵ#2;#-(#,#&#%h#, +#+#$#$%#L#L^#G#Gδ#L,#L#G#Gp#CQ#B#=#=#B#Bq#=2#<#K#Kٴ#G%#G #K#K#F#Fʴ#BB#B +#<#<#A#Aʴ# #C״#D&#>#>#6ƴ#7#04#0j#75#7b#0̴#1#)#)ϴ#!#!#*#*K#"e#"Ĵ#7ʴ#8#1z#1#8#8޴#2F#2˴#*#+ ## +##o#+i#+###$v%2:N%.%@g%<%+%*O%9%7^B%Q5%MmG%e\%`ř%I%G.-%\%Y%)L%)Q%5c%5X%*08%,%5E%7S%E>1%D#%WUB%UF%C%DH%T[%U%|%w(m%b%v%rO%oW%$%!%5%;%%%%%vH%U%%y%ln%jE%sA%x%h@%hV%>%3%3%%%=%%%g`%<%F9s%Df%L^n%F%J%V2%X%Nڣ%U}%\W%a%RQJ%aU%V%c%tY%%t"}%?B%^.j%iZ@%h%r^%w%%~*%{%h$%jH%~l%a%l%q*%-%%3%%]%%X%z%;%[%w%~%m,%3%%%%f%?m%_%+% O%4*%;%S%g%_%I%ԝ%%Ip%%%%%t&A&%Po% &I%k%#%%')%ŭr%%z;%r%%%1% %%ڣ%W%%EZ&Z&b&&&$&&&"I& &;.o&83&Qx&O4-&6)1&3&L&I& Q& y&'&& cK&a&5&o&1&/S/&Gm&D&-5u&+,&B&@Mb%9%T%%%ޘ%R%A%!%R%Ԏ%F%%*%#a%%5%g%%%%d%m%% %ї%ч%%k% %w%Z%&aJ& +&H&*5&7&p&&e&)9&'d&>>&;&%&${&9&7v&&W+&D &G&<&3&& &"&!FR&6-&4& #&Wh&3&1^% J%p_%;% %Z%$I%%a%%%_%&%f_%h%m%1%}& 5%-&&"&=&k&/ +%ٹ%!r%Ѯp%t& W&"t&e&e%X%%dG%>%1@%U%5+%%%@%R%.%%%% +%̡%1%o%޴P%&%t& +%w%%Αd%7%&%s&e&^%7&&K&n7&ǽ&&!Z&U&<&[&/v&KIE&U&+&l|G&"4&[&V&&^m''32'im'!&;&K&&}X&'?w&'&%*m&= +&D&2&[e)&~&M:&l&&*B&t&#<&A%&^K&86&R&&Ti&Z&h&&i&4&܆&j&&p}#&& + +&p&&"%g%%%Jv%wC%%z%6u%՟%W%6%|%I%`%%t%Y%⮟%ޓ%"%\m&%&J% % +5% +&&4&4&#& &&&3&&p&&ɸ&&{&~&&0ȍ&0&g&I6&/&/]&- & + &ڙ&u'&0&&&T& |(&"^&0Rw&1&%&(&3&6b&y&&[d&֑&2]&HT&.=&B*&+.&&& ::&,ns&>-&-&<&cv&T&Z[&wy&&&M&bn&Sx&m&O}3&f&d&B&2& &,&$&#=&+Q&/&=rf&4&@%&-H&4I&:`&?&8&o&w@&#&Se*&c&Z&g,&vl&t&x&7&k&h&)&&e.&bw&&~&D&2&K&^&& &vD&&` &]R&{&x&Z{&X&u&rg&V%&o&&&&c`&&0 &v&[&V&ΰj&Du&4 &j&"&"&''& &➶'X&&"&&c&œ&&v&M&&6&ݗ&*~&[& &؊&&I&U&S&o&m(R&P&Nxx&jj&g˜&n&2+&a6&&l&"&[&&LL+&JU&eDf&b&Hl&F}&`&^a&2&~os&b&;&{y&yd&;&&&&Y&&e&,&@&%&/&w&&r&&d&<&c&Y&&&F&6i&ah&et&EM&&Z&{&Ყ&߾&m&I&''5'$'"r'E'0*' 'Y'7gD'5'L5'J'3˛'1'H'F' '  +'pl'' +'R'{'D'0'.6'D'B',N'*^W'@'>^'d?'b''|&'`W'^'zO'w-'&''Q''A'0't''[;'Y'u]'rh'W5'T׀'p?'m('j'k'w'''_'W'#'k''"''<''E'+f'(m'&u:''Rn'O'jj'h?J'M'K +'e'b'''D'q' +u'|G'' 'H'E'_W']s'Cl'@܂'Z>'W`E'yv'vt'O''s)'pV'~'&E=&D&\}&Z&C.&B&YN&X5&v&tf9& &&re&p&]&;l&BQ&C*&W&Wni&D^&Fi&W.&Y &on&n|&<&s&n@&n&&r&&&0N&2&X&A&E&n&&&Ie&֏&`&*&6&K&&Z&@&-&h&l&&&& {&&l&]&(&0&&I]&M&[0&^1&S!&ZWn&b &h{&o&qĔ&P&Ht&t&yY&R&&cO&ou&p:S&z,F&~&&"&`&J';s'T|c'Q'9'6f'N'K-'m@'i$'1'a'f'cRQ''}n8'3R'1l'H 'E'.',h'C'@='` +C'\Đ'y'v'Y@'VE're'n&ܜF&|{&&&اK&.&x&ZE'آ','r'''5'(' &)i&ժ&&V &.&ֹ&8&ꪏ' +''3o')','A'' D')~'''=p+':'%Y'#0'8'5t8'S'O'k'g|'LO'Im'c'`nD'!('I'2 '0'o'8c'.','F 'D']'Y'As'?'VV'S#~F#~G#~E#~F#~G#~G#~F#~F#~D#~E#~C#~C#~E#~E#~D#~D#~G#~G#~F#~F#~G#~G#~F#~F#~E#~E#~D#~D#~E#~E#~D#~D#~B#~B#~@#~@#~B#~B#~A#~A#~>#~?#~<#~=#~?#~?#~=#~=#~C#~C#~A#~A#~C#~C#~A#~A#~?#~@#~>#~>#~@#~@#~>#~>#~G#~F#~F#~F#~F#~E#~E#~E#~E#~E#~D#~D#~D#~D#~D#~C#~D#~C#~D#~C#~B#~A#~B#~A#~C#~C#~C#~B#~B#~A#~A#~@#~C#~C#~A#~A#~B#~B#~A#~A#~@#~@#~>#~>#~@#~@#~>#~>#~B#~A#~A#~@#~A#~@#~@#~?#~@#~?#~>#~>#~?#~>#~>#~=#~;#~;#~6#~7#~;#~;#~8#~8#~2#~3#~-#~.#~3#~4#~/#~/#~<#~<#~9#~9#~<#~<#~9#~:#~4#~5#~0#~0#~5#~6#~1#~1#~(#~)#~"#~##~)#~*#~$#~%#~#~#~#~#~#~#~#~#~+#~+#~%#~&#~,#~,#~'#~'#~#~#~#~#~#~ #~#~#~<#~<#~:#~;#~=#~=#~;#~;#~6#~6#~1#~2#~7#~7#~2#~3#~<#~<#~;#~;#~<#~<#~;#~:#~7#~7#~3#~3#~7#~7#~3#~3#~-#~-#~(#~(#~-#~.#~(#~)#~!#~"#~#~#~"#~##~#~#~.#~.#~)#~*#~/#~/#~*#~*#~$#~$#~#~#~%#~%#~#~#~?#~=#~?#~>#~;#~7#~<#~9#~@#~>#~?#~>#~<#~:#~=#~;#~1#~+#~4#~.#~$#~#~'#~#~5#~0#~7#~2#~+#~$#~-#~'#~?#~>#~?#~=#~=#~;#~<#~;#~>#~=#~=#~<#~<#~;#~;#~:#~8#~4#~8#~5#~/#~)#~0#~+#~8#~5#~8#~5#~1#~-#~1#~-#~ #}#~#~#}#}δ#}#}ݴ#~#~ #~#~#}#}#~#}#}#}#}#}#}S#}#}r#}9#}Ӵ#}#}#}ƴ#}#}]#}#}y#~"#~#~&#~#~ #}#~#~#~(#~!#~)#~##~#~ #~#~#}#}մ#}#}#}#}#}ȴ#}#}#}#~#}#}״#}#}#}ʴ#~;#~;#~9#~9#~:#~8#~8#~6#~6#~5#~3#~2#~5#~4#~1#~1#~6#~4#~5#~3#~1#~-#~0#~-#~2#~1#~0#~.#~/#~,#~,#~*#~/#~.#~*#~*#~.#~-#~*#~)#~%#~%#~#~#~%#~%#~#~#~,#~,#~)#~(#~*#~(#~'#~&#~%#~$#~#~#~"#~!#~#~#~*#~%#~*#~&#~#~#~#~#~)#~&#~(#~%#~ #~#~#~#~ +#}#~#~#}#}ִ#}#}ߴ#~#~#~#~ #}#}#}#}#~&#~##~##~ #~#~#~#~#~#~#~#~#~#~#~#~#~#~ #~#~ #~#}#~#}#~#~ +#~#~ #~#}#~#}#~#~#}#}#~ #~ #}#}#}#}#}ܴ#}޴#}#}#}ߴ#}#~ #~ #~#~#~#~#~#~#}#}#}#}#}#}#}#}#}ʴ#}˴#}#}#}ʹ#}ϴ#}#}#}#}#}}#}#}#}#}#}#}Ѵ#}Դ#}#}#}ִ#}ش#}#}ô#}#}#}#}#}#}#}#}#~#~#~#~#~#~#~#~ #}#}#}#}#}#}#}#}#~#~#~ +#~ #~#~#~ #~ #}#}#}#}#~#~#}#}#}ٴ#}ڴ#}Ŵ#}ȴ#}ܴ#}޴#}ʴ#}̴#}#}#}#}#}#}#}#}#}#}#}δ#}д#}#}#}Ҵ#}Դ#}#}#}#}#}#}#}#}#}[#}^#}4#}8#}a#}f#}<#}@#} #} #|ִ#|۴#}#}#|޴#|#}i#}m#}D#}H#}p#}s#}M#}P#}#}#|#|#}$#}'#|#|#|#|#|\#|`#|#|#|f#|l#| #|#{#{#|#|##{ȴ#{ϴ#|#|#|r#|x#|#|ô#|~#|#|*#|/#{״#{ߴ#|7#|@#{#{#}v#}y#}S#}W#}|#}#}Z#}^#},#}/#|#}#}4#}8#}#} #}#}#}b#}g#}#}#}l#}o#}=#}A#}#}#}F#}L#}#}##|˴#|ϴ#|#|#|մ#|۴#|#|#|H#|N#{#|#|Y#|`#| #|#|#|#|#|#|#|#|#|#|h#|o#|#|&#|v#|}#|.#|6#~#~#~ #~#~#~#~#~#~#~#}#}#~#~#}#}#~#~#~#~#~#~#~#~#~#~#}#}#~#~#}#}#}#}#}ִ#}ش#}#}#}ڴ#}۴#}´#}Ĵ#}#}#}ƴ#}ɴ#}#}#}#}#}ܴ#}޴#}#}#}ߴ#}#}˴#}ʹ#}#}#}δ#}ϴ#}#}#~#~#~#~ #~#~#~ #~#~#~#}#}#~#~#}#}#~ +#~#~#~#}#}#}#}#}#}#}#}#}#}#}#}#}#}#}#}#}#}#}#}#}Ѵ#}Ҵ#}#}#}Ӵ#}Ӵ#}#}#}#}#}#}޴#}#}#}ܴ#}ٴ#}Ӵ#}Ѵ#}´#}#}д#}ʹ#}#}#}#}#}s#}w#}#}#}z#}}#}P#}T#}'#},#}X#}]#}1#}5#}#}#}#}#}#}#}#}#}`#}e#}:#}@#}j#}n#}F#}K#|#}#|Ŵ#|̴#}#} +#|Ҵ#|ش#|#|#|B#|K#|#|#|U#|_#}#}#|ߴ#|#}#}##|#|#|#|#|h#|q#|#|#|y#|#}#}#}#}#}#}#}#}#}q#}u#}P#}S#}w#}z#}W#}[#}#}#}#}#}#}#}#}#}}#}#}^#}`#}#}#}d#}g#}'#}-#|#}#}1#}6#}#} #|ɴ#|ϴ#|#|#|ִ#|ܴ#|#|#};#}?#}#}#}C#}G#}#}##|#|#|#|#|#|#|#|'T2'|@'?'cj' >'.'$J'o'-K'M}''9ջ'sǼ''\ET''ӊ%''t'((0((A''ˮ6'''(D'p(6['}F'({ +'b')'Gj'l='4'V&d' &Wb&T'$D'B'x'1H'''}''''O'(''f'}'Q:'w;'$'ܧ'4'(Q7(w('a$'.'M''('rl.'[' L'D(aD'''mT0'>:'''''[Cf'='K'm8j'bx'z'@'|'A('<(Z(-(Ly(-(:''#' 'j(km(*Y(i()F)i)2P)R))L)w))!B)>Z")A),"#)_]))J)nO)ٱ)k)ܶ)j**")* |i)E)w))_)J)0)ʯ)) )j(:) !)7c)W*)& )Cr(v(K(C(T})m)1 9)Y) )}I))e)t)))m))PaS)tg)=)^@ ))<)):D*1n*O?* Ϲ*;*q**[^*q***p*;Z*T*G*h@*47*R**U*&* +*z@*S+8*ɷ*Q*[R*s*u*@*Y***9)L* _)P)*$@*?V*l*.##)ƭ))/)}W*x\*S)Y**_*@ *K;*l**^*R*g*84*WF*(7*DI*{Ǯ)к)-=(Z((M(݌))9())O)eA)L))*))) )|)v X)V))e)1)$*%P*2f* }*"**P{M*r#*> *]~T)=Z*)*w*-U*J*+*8}:)`P)F)LJ +)oۢ)''>!G'\'2'N"X'^''n'4')A'AM'!'7%'_'sA'RU'r^''!'AM'H'M9('(d'S''T}''t''('W''/T'D')x]'G'd'?'Y ' '%$'%'"W'8_'ON'3'H?'')'x7:''9'' 'C'k''a' 'y' +'_|'5&ؕZ&ێ_&i&`&&&z& ''' ' W'd'i' 2?' &}&~&_Y'o'' +''iJ'lV'O' R'c'M' 'v'''`'_'*b')u'*'X'(Y'(WO''c'm'3'{m7'$'('/cK'1'7'8'!'C@q'>'HC'=U'A'J:'M'G%'Oc'R^'X'Q!'bR'TA'cI='ws'.'u'k_'Y1'f'a)['l*'vԹ''z3'('H(E(1(5/(i/(ip(Uai({ZG( i&(&=(B((C(f9(3(S;m((( +C(Y()[(DC((((x=(8(X(((o'( J'+(V](%V(B,((2'ϾW''Eh'Q( 3%(%6-((_(d:(0(Q(v(Ԗ(((pE(Ay(c/(2((Q(c((u(P<)])6) +)&)VZ){v})D )f )[)G(Y) /)3r)R)$cN)@])]))܊))ެ))x)"=)w<))bbE))j,)#-)\)(H)J(\d({)~)0) +S)"m(#(\(w]( ())8() :Y)O*)soy)>)_4)6){))M)/ )Mf)!;)<)p))]s)''X'2'KZ'q(1'܌('\''\''V'x'b'(%)(A(@(3(cw("(RAK(v (U('c((L(C)_(dP(5(Sg'G'5O'kG'l''Vi''ҿz'',7''k%''r''&' +('u\( ()V(ENB(1(8i'R('i'((-]( (#~(3(YQ(9(&(?(P(w((m(QM(wi((D((x(ƭ)Cx)-)) G)KG)n);)\5($A)r()t)-_{)K/) );(eK(J-(VY9(y((s(I((Hp(h(<(YH(M(A(}oh((׆((Ǻp()8)-) z) (l(~(3(ɾ(C)((,4) +P]#|ô#|`#|#|#{#{J#|1#{#}"#|մ#}F#}#|v#|#|#|J#z#y#{#z6#xx#w#y4#w#{n#z#{˴#{+#yִ#x#zb#yo#}d#}+#}#}N#|#|#}#|#}#}l#}#}#}3#|#}T#}#|#{#|_#{#z#z#{L#z#|#|-#|ʹ#|n#{#{#{#{f#uL#s'#vf#t#p#m#r6#o#wd#u#x<#v´#s#qM#t#r״#j#e#lN#ho#`l#Zj#c#^#no#k#p'#m#fϴ#a#i#dӴ#x#w#y#x#v#t-#w#u_#z5#y8#z#yϴ#w#vo#x#wa#qŴ#n#sB#p#kƴ#gٴ#mӴ#jA#t#rW#u#s#o#l#qV#n#}#}#}ɴ#}#}o#}8#}#}W#}Դ#}#}ܴ#}Ŵ#}#}p#}#}#|#|#}#|Դ#|>#{#|y#| #}<#|#}W#}!#|#|J#|ٴ#|#}#}ϴ#}#}״#}#}#}#}#}#}۴#}#}ߴ#}ȴ#}#}δ#}#}o#}<#}#}U#}#|#} #|۴#}#}k#}#}z#}9#|#}Q#}#{#zX#{|#zδ#yc#x2#y#x#{ϴ#{3#|#{#zw#y#z#z#v#t#w#v +#rδ#p$#t#q#xi#w#y#wش#uC#s$#vL#tf#|Q#{ڴ#|#|#{F#z#{#z#|#|W#|ٴ#|#{#{S#|"#{#y#x#z-#y6#w5#u#x#v}#z#yô#{#z>#x#wZ#yJ#x#S#K#W#Pʹ#B(#6#H##>2#[#Us#_#Y#M#D#R~#J/#)#״#2@#$#"/#"#9ִ#-"#@#5l## #'#[#bӴ#]^#e#`´#V״#Oz#Z۴#T1#h#cմ#k!#f#^#XY#a#\.#F#<#LE#C'#0J#!#7#+)#QM#H#U#M#?#3T#E #:"2"j"ش"-""X޴"/"yR"δ"܎#W""I"8"q"%"!"EY"!y!G!!T"gƴ"-g"7"R!M!"H!#"## J"״"Ҵ""#%I##. #)#"/# L".""t"x"[">!"`"&}"E"8"ʴ"F"}"L"5"l#m #i#n#k#d#_#gд#bǴ#p#m#r#ov#j&#eô#l=#hi#Yƴ#R#]\#V#J}#A#O#F#`#Z#c#^;#T#L:#X#Q#sv#q#t#r}#n<#jô#o#l״#u#sŴ#v#t#qm#n#rʴ#p&#f#aj#i/#d{#[#UU#_'#Y)#kE#gX#m*#i#bN#\ڴ#e #_#5ȴ#(e#<#0#C##"r#;#C#7#H#>մ#+:#Ĵ#3*#% """""Y"""˴# ´"## "ܴ"δ"V"̊#Ms#D#R#I´#:#-#@T#5>#V;#N´#Z#S$#E#;´#K#Aߴ## ɴ#'V#"˴"ހ#"˴#/#!#6ڴ#*#Ӵ"F#E##}#}#}#}#}Ҵ#}#}Դ#}´#}#}ߴ#}#}۴#}Դ#}Ĵ#}Ѵ#}ô#}#}#}#}#}b#}4#}r#}H#}#}#}#}#}|#}W#}#}b#}ݴ#}ִ#}մ#}δ#}ʹ#}#}ƴ#}#}ʴ#}Ĵ#}#}#}#}#}#}#}#}#}#}#}#}m#}#}r#}#}#}#}#}#}s#}#}r#|#|#}#|Ӵ#|W#{#|#| #})#|#}9#}#|#|N#|ʴ#|y#{W#z#{#{ #yѴ#xŴ#zG#yX#{#{W#|#{#z#yٴ#{#zJ#}H#}#}R#})#|#|#|#|#}V#}2#}X#}8#}#|д#}#|#|E#{ش#|l#| #{R#z#{#z#|#|3#|#|X#{ʴ#{E#{#{#}#}#}#}#}#}#}#}#}#}#}h#}i#}#}{#}h#}f#}#}#}#}#}~#}n#}t#}e#}w#}q#}`#}\#}g#}Y#}U#}K#}J#}L#}%#}(#}L#}L#}*#},#|#}#|δ#|Ҵ#}#}#|ش#|ܴ#}J#}E#}+#})#}>#}6#}%#} #}#}#|ߴ#|#}#}#|#|޴#}W#}:#}R#}8#}#|#}#|#}I#}3#};#})#}#|#}#|#|#|r#|Ĵ#|#|#{#|;#{ܴ#|̴#|#|ϴ#|#|R#{#|d#|#}+#}#}#} #}#|#|#|#|#|#|۴#|Ӵ#|#|д#|˴#|#|ʹ#|#|ƴ#|#|m#|*#|q#|4#|#|#|#|#|o#|:#|g#|7#w{#u#x4#vȴ#t#q#u#r#xմ#w#yc#xB#v #t&#v#u/#n۴#k#p]#m#gʹ#b״#j #e#qʴ#o#s #p#k#h&#mô#jG#yڴ#xٴ#zE#yb#w#v#xG#v#z#yԴ#z#z:#x״#w#yU#x=#t>#q#uB#s3#oP#l.#p#m#v&#tO#v#uF#r#o#s?#pڴ#]|#W#`#Z#O#G\#T#L>#cZ#]#f#`#W#Pʴ#[D#TҴ#=M#1o#CM#8<##=##+#`#HY#>#M#D#3#%#9#,#hl#c#j{#fi#^j#X^#a=#[#l_#h#n#j#c#^ƴ#f#a#Qn#I#Ud#M#?v#4!#D۴#:q#Xݴ#Qմ#\#Uô#I#@,#N#EZ#{/#z#{h#zش#yŴ#xʴ#z"#yF#{#{#{#{H#zt#y#z#z#w#v #x-#v޴#tP#r#u>#s;#x#w#y*#x#v#tB#v#u(#{ش#{q#{#{#z#zQ#{#z#{#{#{#{#{A#z´#{[#z#y#x#yܴ#x#we#u#w#v#z #y\#zZ#y#xl#w;#xδ#w´#o#l#p޴#n%#hҴ#d6#jѴ#f´#r#o#s,#pŴ#l#h#n#jĴ#^#Y&#aƴ#\Q#R8#J #U#N\#dN#_"#f#aʴ#YG#RX#\]#V +#t*#q#u#s +#or#lu#p#m#u#t#vi#tϴ#qƴ#o;#r#pe#h˴#d8#j#f#_#Y<#a#\&#l5#h#m#j_#c#^Դ#fQ#a?'0''':8''m'|''ٰ!''='a''''fD'~''ޏ''Q:']''2'''0'''˝('c'6:( +:(/((Y(4(((($(#3}(6 9(4(!( i(3(1(d(%U(y(l''( ( A(j(s2(/(.L=(G(Qb(,(*r'''r''d'#1'''g'*'f'N_''''6E'6A'D 'ɹ''K'M2'oy':'1'`'՘''_''C'͉'ow'3( C(F''((,V(n( ()Q('@(W((%c(#|P'0'Br((s'HT'E>(Ql'Mv("(((!+((B|( kI(((IBT(G(^N(\K(F +o(DX(Z(X7(uX(sx(EW(?(q(o~;(/((B(@Ș(W"(U z(>w(=(S(Pm(me"(k9(*((h(f((~(( ( &(֐(/(((AA(k(\(@(((J(Rj(n(L(((yB(,(I(U(((A("z(s((~(O((; (9 (N(Lg(6(4(JM$(H7(dU(a4({(yJ(_q(\(vJ(sΆ(2(0[(E(CE)(.f.(,)n(@(>`(ZW(W(p(n(U (RU(k)t(h.3((ki( +(^2((i(Z((R3(2(()K(((6g(7(ܝ(G(_|((i((((1(6t(-((F(N=((L'L'E7'+''9'-'u',`'n''>''e''1'[' ' '޶''''?9'H'H'''''''O'8'"'H'v'v'0''|( +%(1(~(h\(Š(Q(L&(*)'ԵD'у)'''L&''m'Y/(((V(y''\( ( +n''S''K'}'y''''Q='='w''$0''3u'u'q0'v'?'n 'jw+' ''' 'Nj'n''''E'f'ď'ݻ''M' 'v'Й'' (3(,''o(}(q'''*'˅$'P' A''G'9''X'C'x|'hH'Q(;T(R#(N;(|6(y\ (?(d(u(rw(((M(D(4(dq(4(6(!R((n(ki(L((go(d2(/({h((9(#(((B(~N((_((LY(&($I(e(I.(!C({(8Q(5H(K(H-X(29(/$(D̫(Ae@( ( +:(%(ݠ(($8( +I(4(, +((d(=(:](%("(7 (3H(`(\ؒ(w(sn(Y(U](oT(k1(G( I(T(|((((Q(Q$(My(g(bѨ(I'(F(^(ZR(~n^(y.((o +(u"(pn(ݳ(G (٧(<(( (x9((H(oA)L))>/)?)() 5) (()(s((C(M(p(Mv(>() +) ˏ([O())M&)2))+G )*)n)PV)(@)'i); +0)9ǔ)L)J)8s)7X)IE)G))))&C)$ݲ)uz)N)#j)!)5)4)F/y)D)2:)0$)Bը)A(H(5j(((^((ڂ}( (j(')=)(c()C)ش(«(dp(հ(3(4((Ъ(L([()e((( +(())0) ^c)))#J)"&)sS)/4B)-x.)?<)=Z2)+m))ڪ);i)9k) <) +,))) I^)c)))S)';)&)7aD)5Jz)$)")3( )0u)^sb)\C)rE-)p)[l)Yʲ)n)m;)?)l)K)^}) ))c)[)X])VMv)kb)it)Tsq)R)gr)e^1))~)F)%){w)yG)))y)))))x))){w)))]o))6)p[))e.)M)N)8))Ϧ)}w))))):)c)*)))-)P)N)c7/)`)Ld)J:)^)\[N)wS)tH)|).j)rp)o()")t)H)E)Y3)WzD)Cj)A )T#)R`)mE6)j))()gG)e )|/)y%).)V))m)@P)))))^-)cl))?)w) )ڍ)6))8<)))_))P)i)?)))Z)j))(M(ܖ(s(ƴ(a(_((OZ(*(>h((`/(Fx(C~(!(ֻ(RF(("((!(~(Վ((5(((!((ы(?(9))%+)uC)C)_);)R) ) )).:),)p)b)*3)'ޣ((d) +()n((E))9)I)\)%)#)!W)) )4:(9(!3(]((hU((((Ɲr(`(ٸ(--((H(ҘY("((((R(C(kE(((w2( (R(ǢN((D((&(p(P)q')S(p()(]( +^)) E))0 ) j)) )(ް(ڧ (l(AC(֓z(v%(%(K)/o)')t)2)V(¤) )) z)>)<,)O))MV)9)7!h)JZ)G)b1)_I)v q)r)\T!)YR\)o)lg)4)1t)D?)A>)/H),^)? A)<)VD)S+)i)e)P)L)bM)^)$)M)&J)JK);)uw)e)x)p)l))l)_/)H)3)Z)}P7)y)))u)r/i)7)y)))@))M)))))))'!)9))6*)$Y)!)3#M)0)I))F]t)[V)W)C)?f)T4)P)z)ӱ),)))),)&2)#)<\)8)L()I4)5I)2 <)Ev)A)n`)j)hQ)~)f)b )zd)v?)]w))):)ː)x)%))^)Z)q)mh-)V)R~j)hU)d))m)v))|)w)))Gʹ#{U#{]#z#z#{e#{p#z#{#ze#zp#yִ#yߴ#z{#z#y#y#{y#{#{ #{#{#{#{$#{,#z#z#z#z#z#z#z$#z4#y6#yB#x{#x#yM#y\#x#x#w#w#v#vӴ#wԴ#w#v#v#yn#yz#x#x̴#y#y#xߴ#x#w#x #w#w+#x#x+#w?#wN#{#{#{7#{E#{#{#{P#{[#zƴ#zӴ#zB#zR#zߴ#z#z\#zm#{ȴ#{Ҵ#{g#{s#{ܴ#{#{~#{#z#{ +#z}#z#{#{$#z#z#y#y#y#y#y̴#yݴ#y.#y>#xF#xW#wj#w#xs#x#w#w#y#z#yP#yf#z#z&#yx#y#x#x#wִ#w#xǴ#x#x#x #u#uɴ#t#t#u#u#tĴ#tܴ#sF#s[#qд#q#s{#s#r #r8#v#v3#t#u#vJ#vb#u4#uO#s´#s#rd#r#t#t"#r#rҴ#pG#pa#n#nʴ#p~#p#n#n#l#m#jԴ#k #m"#m;#k.#kS#pܴ#q#o1#o_#q;#q`#o#oδ#ml#m#k#k#mʹ#n#kߴ#l +#vy#v#uj#u#v#v̴#u#uŴ#t<#t`#r#s#t#t#s5#sU#v#w#u#v#w)#wD#v2#vP#t˴#t#s#s#u#u=#s#t#q#q#o#p#q#q#p:#p\#n=#nq#lD#l#n#nƴ#lδ#l#r#r]#p#pδ#r#r#q#qF#n#o'#m.#m`#of#o#m#m#{#{#{#{#|#|#{#{#{0#{@#z#z˴#{N#{\#zݴ#z#|#|)#{˴#{ִ#|2#|>#{#{#{j#{y#z#{#{#{#{ #{.#z;#zM#y#y#z\#zp#yʴ#y#x#y#x9#xT#y-#yD#xt#x#z#z#y#z #z#z#z!#z9#yW#yq#x#x#y#y#x#x#|I#|S#{#|#|_#|i#|#|!#{#{#{@#{P#{#{δ#{_#{q#|r#|{#|+#|5#|#|#|C#|L#{۴#{#{#{#{#|#{#{#zʹ#z#zO#za#z#{#zy#z#y#yմ#y#y7#y#z#yN#ym#{#{+#z#z#{<#{P#z̴#z#z#z9#y#y#zP#zg#y´#yڴ#wb#w#vl#v#w#wĴ#v#v״#u^#u#t2#t]#u#uԴ#t#t#w#x#v#w$#x#x:#wC#wf#v#v*#t#u#vR#vt#u@#ui#r#s#qz#q#s>#sn#q˴#r#o#p#n6#nu#pD#ps#n#nݴ#s#sݴ#rM#r#t#t?#rƴ#r#p#q#o#oo#qT#q#oƴ#p#x^#x#w#w#x#x#w۴#w#v#vƴ#u#u´#v#w#u#v'#xܴ#x#x#xC#y #y?#xj#x#wE#wl#vV#v#w#wǴ#v#v#tp#t#s*#s^#t۴#u#s#s#q#q#p3#ph#rH#r#p#q$#uG#uy#t#tS#u#u#t#t̴#rִ#s #qf#q#sH#s#qٴ#r/#h#h#e#f3#h#iC#fr#f#c#c^#`O#`#c#cǴ#`#`#id#i#f#gH#iڴ#j#g#g#d#dd#a#ar#d#d#a̴#b,#].#]h#Yд#Z #]#]ƴ#ZS#Z#V-#Vd#R1#Rw#V#V#RӴ#S.#^#^h#Zδ#[ #^#_ #[#[ݴ#W8#W#S#S޴#X#Xd#TX#Tȴ#j4#jc#g#h)#j#k#he#h#e;#e#bx#b#eܴ#f5#c#cc#kA#kq#i#i^#k#k#i#i#f#f#c#c#g]#g#d#d۴#_~#_δ#\D#\ɴ#`;#`#]#]t#XҴ#Y?#U5#U#Y#Z #V#V{#`ش#a #]#^#a#b$#^#^#Zm#Zش#Vڴ#WL#[T#[Ѵ#Wд#X\#M#N2#IN#I#N#N#J#Jn#D#D״#?#?#EA#E#@ #@w#Oe#OǴ#J#KR#PS#P#L#Le#F#F#A #A#G1#Gƴ#B,#Bδ#9X#9Ҵ#3D#3ô#:]#:#4K#4#,O#,޴#$#%#-#.<#&3#&#;c#;#5#6#<#=?#6#7N#.ʹ#/s#'u#(q#0)#0#)_#*4#QG#Q#L#Ma#R #R#Mܴ#NU#HF#H#Co#C#IB#I#Dy#E#S!#S#N#O#T4#Tϴ#P2#P#Jf#K#E#Fg#K#L~#G #Gݴ#=#>#7#8#?"#?ݴ#9z#:7#1ʴ#2#*#+#3_#4#,#-#@#AH#;#;Ǵ#B$#B#<#=#5#5ݴ#.n#/c#6#7#0D#1_#l:#l#j.#jq#l#m#jݴ#k0#g#h9#eA#e#h#h#f +#fy#mR#m#km#kȴ#m#nS#l#ls#i\#iô#f#gt#j#j[#gɴ#h#bz#bѴ#_#_#c@#c#`u#`Ҵ#\j#\#X#Y#]U#]#Z#Zz#d #d#a0#a´#e#e#b[#b#^2#^#Z#[#_c#_#\)#\#n#nԴ#lҴ#m#o#o#mb#mĴ#jɴ#k-#h#i#k#kܴ#iv#i#o۴#p#n,#n#pX#p#nɴ#o #l4#l#j2#j#m +#mU#k%#k#f#f#c8#c#g#g#dB#dʹ#`{#`#]c#]Ҵ#ah#b&#^t#_#h#h`#eV#e#h#i}#f#g&#b#c##_#`g#c#d\#`#a#Ua#U#Qd#Q#Vj#V#R#S7#M)#M#H#I;#NX#O#Iմ#J#Wn#X*#S̴#T#Xʹ#Yz#UA#U#Oδ#P#K#LS#QW#Q#M#MѴ#C#D`#>i#?#E)#E#@ #@#8#9#2`#3~#:l#;m#4#5#Fδ#Gʴ#A#B#H#IQ#CǴ#D##?n#8#9#Z#Z#V#W#[G#[#WӴ#X#R#Sx#N#Ov#T=#U#Pt#QC#\Ӵ#]W#Y_#Z&#]#^#Z#[x#Uմ#V#Q#Rٴ#W>#X$#S#T#J+#K#Ev#Fw#L%#L#G#H#@s#A#;+#< #Bƴ#CӴ#=`#>#Mߴ#Nд#Id#J[#O#P#K#L#D#EӴ#?#@#F#H#B5#C'gF'c''| u'a'^y-'xo'u$J'l's' +{'^'E':D'!'R0'\]('Zq'r9'o'YY'Y'mh'lU'Y''''B''@'n'Q'''',X'j'''R']'\ '"'o'f'ɂ'!'޲ '1'$' 'I'$'''0t'ŵ'M'UO''|'#w'''Z`'\='lZ'm|'_t'dJ'n'rF'l}''-'0'$''p'd''C'k't/0'wk'~ ' u''A'i'(''+'q'+'r'''''''*''c''9'3'+N'Ʀ'''t'','%''p''9'' 'D'y'[X' '~k'A''(( (^( ''' Y( +n(ވ({C(P(0 (,,(&-(b()_(%y''1((I'h'Ÿ' '(G(&(!r(n( ( ((x(B0(>JN(V(Q(:_(6r_(M`(I(k(f(U(~w(b#(]P(x!(sx6(2(.{(DM(@E(*(&(;(7(XyH(S(n(h(N5(I (cX(] 'I' ''''v''I(O(( ((Є'It( r( +O'LH'̮J':'ު'ʽ'ɡS'۸'و'L'(U+(I'Ǒ' +('("[((31(.(]((*(&(E (@7(XY(S+(;s(6(M%(H,(@u(?("(N( %( (:(x(2,[(-N(Cb(>X()s(%(9~(4'8+'%' 'Y3'"''TQ'\&'<' +''='`9'g''b''P'5'($(U(r(' '߂'''( P'+('©''jJ'V'?z','#?'.'A'Y\'''6'2'' V'z'w)''z'텿('('*''P'c'颴'e''> (1K(LW('(@(mD](K(^m(DT(k(6((.(RG(sl(GD(e}<(((f(k()(y(((9(^(=4(5( +g((($(&(2( (=:(Y(5(O( (o( +7i(V(/l(G (*l6(@+(z(eN(nZE(5(](,(9((c((Z6(zU(( +(zk(y('ɉ'ʬ'I0'/l'P''|'|V''K''~r''J'$'P''i'<'ጁ'1'"-'\'[('ѿ'3'Wc''v((S(G(y(X(((s(׭('(P(!((0m(,(( +x(()o5(&D( (d(Yb(?( 1( ~4((\(a(Ӗ($($& ((($B(&( Z(c( +!((&F(:($(7B ( ((*(a($,(58(%(4 (Sl"(q2S(N(iӓ((-(f( *(Jdy(dl(H#(`(j(I(~ (x(V(A((!T{('(6(+\(9(!;('(*W(0PG(1bm(=3(8v(D(H(_(J_(` ({F(.(z((N +(bl(S(g&"(|(>(rE(^((Q((c(i(k(/( ( (Q([(I((A(m(w(ۏ(W((o(y (sO(&(;(((ܿ((w(K(((N(E($(+(8((؋(((ɖ)) (( +)F((UC(b(.f(q(^(Ey(ŭ(((R(a((f(( (V(mo(g((~xL(a (\ C(w(qU(06(j((((G(((V=(P(j(d+(K0(E(^[(Xmx( (zZ(C((s{B(l(I8((Y(y<(K(A(;((p(a(͟(\((((ݓ(#(p-(Z((C(4(((((E(((ɔ(7(((É(w) )Q) HW)) 5) +))s).)+})=߸):")'os)#+)6&d)2>6)))))))ʏ(\) g) ) 8d)).OC)*Z))>)&aN)"e>)NY)J+)`2)[)E)A)V)RR)r)n))|)i)d|)|)w-2)=r)9(T)M)I )4٭)0)Da)?X)_H)Z)q)lO)U)O)fy)ai(Z( ))={((s(() ) )hG)l) +8)E)v)S(Pr(D(Xa(L(Z(ʛh(d(-)g(2)) +d(D(C)h)y),7)'D); )6e")#)b))1)-2k)J)E)[)Vj)@)<)Q3)K)1)7)()$@)k))G)0)A)7()2d\)F`)A?)-j))6)<@)7(@{(<[(R;(M(8\(5(HC(D(f(`(|,(u([G(VO(oA(j((2(1 (Ay(?h(0(2(>(?L(RY(O(e(b5*(Nh(N_h(`R(_a(k(E( ((((F((t((aP(d(x!(j(((zo(v{(V(s(s1(rm(((|(([(R(8(((\P(5#(:`(Ah(FCd(B-(L(MYo(Wf3(P$(T (`(c(Zv(c(iV(r-D([Q(m(du(v`(s((8m(ޣ(pz((~k(L(( (Ƙ(m(r(u(ı((z(L"(t(R(%U(ε((!(((S((($((`({ +(((ڣ(Q(p(e(pc(rF(V((k((y(3(ц((y(5(S(ϐ((8([((ٖ(s(P(~($(8(()(]_(f((*(ǵ(ЍJ((PN(k(f(9*(ϫ) h<)))ΐ)p})Gt)!) )$ؑ) )2).d{)) )* 7)%((wT) w)(Ƞ()q)j)Q$)&)!9)+)) )2)?(J(%((q(((Ș(/`( (t((3 (y4((*(Ô(q(((v(C((}*(5(ȴ +([(L|(ױ((((*-(Q0(|(j(((G(\(7) n)) )))b) -) +P(g([((:((H((6)^(1)Z)((U)˧)#|#|#|Z#|b#|#|#|k#|s#|#|#{#{δ#|'#|0#{ٴ#{#|#|#|z#|#|#|#|#|#|;#|D#{#{#|K#|P#| +#|#{`#{r#z#{ #{#{#{ #{1#z#z#y#z#z#zŴ#z.#zH#{#{#{E#{V#{#{ʴ#{f#{v#z۴#z#z^#z{#{#{#z#z#|#|#|#|#|#|#|#|y#|V#|X#|#|#|U#|O#|!#| #|#|u#|m#|]#|Z#|/#|B#|"#|G#|8#|#|#|%#|#{#{#{Ӵ#{۴#{#{#{#{#{#{#{)#{7#z#zմ#{F#{R#z#z#{#{ݴ#{#{#{Ӵ#{Ĵ#{#{#{Y#{^#{#{#{]#{X#{#{#y]#yz#x#xҴ#y#y#x#y#w#x#w#w@#x<#xk#wk#w#yش#y#y@#yb#z#z2#y#y#x#x#wҴ#w#x#y#x&#xS#v#vS#u #uD#v#v#u~#u#sٴ#t#r#rڴ#t]#t#s#s\#v#w)#u#v;#wS#w#vl#v#t#u*#s#t +#uk#u#tN#t#zJ#za#yĴ#y#zz#z#y#z#y/#yO#x#x#yt#y#xԴ#x#z#z#z4#zH#z#zô#zY#zf#y#yδ#y%#yH#y#y#ye#y|#wĴ#w#v#w##x"#xP#wT#w#u#v;#t#u1#vr#v#uv#u#x#x#wȴ#w#xϴ#x#x%#xR#v#w3#v #vQ#wg#w#v#vʹ#{#{#{#{#{m#{ #{u#{#{#{#{̴#{#{u#{&#{l#{&#z#y#z#z#y'#x+#ym#x#z#zC#zʹ#z[#y#x#yδ#y"#{#{#{#{d#{Y#{#{>#{ #{M#{6#{#z#{#z#z#zǴ#zѴ#zk#zȴ#zq#y#yN#y#yr#z#zh#z#zV#z#y#y#y#w#u#w{#v/#sĴ#q#t#r#w#v#x=#w0#u=#sc#uд#t/#n#k#p(#mO#hH#c#j#eִ#qI#n#r#oԴ#k#g״#l#i#x#w#x#w#vX#tӴ#v#u`#x#x#x#xF#w#uմ#wY#v<#r#p#s#q#n(#j#o#l%#tI#ra#tƴ#s#p#mD#pҴ#nV#zĴ#z#zm#zn#z#z#zg#zU#z#z#y#y#z#z#y#y#zl#z8#z8#z#y#y#yǴ#yq#y#yδ#y#y#y#yL#yX#y#y#y+#xz#x#y<#yD#x#x#wҴ#w#w#w>#x#x1#wh#w#y?#y0#xǴ#x#y #xԴ#x#x#xA#xE#w#w#x3#x#w#w#y#xa#x#xm#w#vz#w#v#x#xb#x#xE#w#vǴ#w#vδ#u.#s#uu#s#q#o#q#oմ#u#t<#u#ti#r{#pB#r˴#p#x#x#x6#w۴#w#v#wI#v#wݴ#wz#w[#w#w#vW#v#u#u#t#u#tu#r#q#s#q5#ur#tV#u*#t#r#q9#rȴ#q#q"#qt#o#o#q#q#p-#px#mɴ#n@#k#lU#n#n#l#m5#rj#rô#p#q[#s #sT#q#q#oU#oִ#m#n-#p%#p{#n#n#i#jR#g#h#j#kT#h#iR#d#e#bL#bܴ#fB#f#c}#d%#kδ#lH#iܴ#jE#l#m<#j#ke#g#h#d#e#h#ih#fV#g #s#t#rn#rԴ#t_#t#s%#s~#q#qw#oz#o#qô#r.#pH#p#u #uS#s#t:#u#u#t#t#r#s#qL#q#sZ#sɴ#r#r#mǴ#nU#k#l#nĴ#o6#m#m#i#j|#g˴#h]#k5#kŴ#i4#iմ#oѴ#p/#n/#n#p#q7#o#o#lP#l#j]#k#mv#n#k#l3#_n#`#\N#]#`#a_#]#^#X#Y#U#VP#Z#[^#W#X#bA#b#_h#`2#c#dk#`#a#\S#]:#Y#Y#]#^#Zƴ#[#Q#R#Mz#N~#S#T#O#P#I3#J>#D#E#K~#L#G#HQ#U#V#Qȴ#R#WZ#Xz#S#U#M#N#Ih#J#P(#QZ#L#MI#e*#e#b#cJ#fʴ#g#d#d#_#`#\ܴ#]#aL#bc#^}#_#h7#h#e#f#i#jB#g#h#c#c۴#`r#a)#dϴ#e#b5#b#Y#Zu#V*#W#[r#\#X8#YL#Rd#S#Nb#O#Tش#U#Q)#R;#]#^W#Z[#[L#_l#`S#\v#]a#V#X #Si#T#Y4#ZH#Uϴ#Vմ#v1#vg#u7#u{#v#v˴#u#u#t$#tm#r#sC#t#u#s#s#v#w#v##v>#w #v#vK#vD#u9#u\#t.#t\#un#uo#tw#t#q#q#p#pz#rf#rĴ#q#qp#n#n#l#mK#o#o#mߴ#nh#s#s7#q#q#sW#so#r#rF#p<#p|#n#n#p´#q#oM#o#vɴ#v#v##u#v#u#u~#t#uW#u&#tq#tF#tȴ#tG#t#ss#t#s#t5#s:#rq#pô#q#pb#s#r#r۴#qڴ#q#p#p#op#sf#s@#rI#r#s#r#qִ#q#q #p#o#o#p#pL#od#o#q۴#q.#p#p)#p#nŴ#o+#n #o#o#n#n#nY#m)#m8#l7#k#k#hش#i#l#l#j"#j#f}#gf#cŴ#d#g#h#ee#f(#m#ma#k9#k#m#m#k#l-#iB#i#fܴ#g#j#jT#g#hF#a #b#^(#_)#b#c{#`#`д#[##\+#W#X#]3#]#Z#Z#d.#d#a#be#et#e#b#cy#^#_#[۴#\#`e#`#]#^G#n!#n'#la#l#m#m#l|#l@#j#j#h#hڴ#jʹ#j#i #i#mN#l#k#k#l#kM#k#j=#ju#j1#h#hĴ#iߴ#iO#hz#h #fn#fʹ#c#d#g#gQ#d״#e/#a#b=#_#_״#b#c&#`#a#go#gs#ep#e#gV#g)#eδ#e#c#c#a#b#d#dѴ#c!#c2b2Il2 22(2=i21_2F2@2%Ν2/2-2:2Pw*2Bf2Z$2T>.2m|2^j2y220p2$#2?U2iQ2i2t12QL262`22X2!252)2=2K2c]2To2m20_2EG272Mk2]N2wx2f,b22~Z2B2˧29X22ɍ2A22421D22&J22E2e22:d2s2B2$2̩2]x222ݮ28x22/2ߚC2.2-3Y2IZ3 ͱ3թ3 W3Š3+z3!323 3W3XY33(3:*(3/o3A2Ļ2ڭ2̴z2q2-3U2lt3 j2Ԭ`242ܞ 23313l3s3#3%#3 +3+_Z36c3I\3=XH3P3 31e3&{38 +3DH3Xu3K03`2>2Up2F +2]k2o72b2wɿ2Z~2M,C2eY2T82mO,2>02&22222.2T222ͮF2f2P2#2S222D22 22[*2t2a2|D2/22722h2<2o*<2D2222 22-2 2¶2V2<2l2Nk222_2ao2]2n2$2,52&22X33 e3]3K'3 ؅2r3Zm2O3 3O3%M3s3*3,43>I31S3D}3R 3g3X]3o37w3JV3<3P3_d3vU3f3} 33h3E3y3 13/3#v*34a3?3*3 T3iz3'39u3+3>3Ba&3Vb3GX3\UA3l3Kr3rT3v3L93aG3Q3go?3y 33.3]G33yX_33Y3 33333V{3TR3?!3ׂ33M33313d3)3J3^w3tX3f`p3}b33[3<3S[3n3`H3v33y33c33h33K33#3Ս333(3f33?3 63䨽393&3ȟ3M33)x3tW4l343337E34[4 424B4D`4844 4(N464.4=44' +4<4--45o4E~4<#4L,3r334a4 44ޱ43ً4[4V4 #44!4u4'E4$N43Po4*49o4BIJ4ST4Ia4Zx84054?45[4Eg4O4a 4V4h33XM33/3A3^w333)333gu3ҽ3E3~F3Z33ˉ3zM3ѿ3n33L333ߞ3ʥ33.J4 3443_33#B3m33u33»3ͫ33\:3'33x3333ʖ3]3I3!43c4 ~3چ>3(3߆344444W4"34$4r404,>4"ݕ41M4 44Ő4 4'x46J4+4;1-4;Y~4K4@v4Q~4\4o]4c]4v4F84WS 4K4] 4i4}P4o4E44!4;4%40n4?444D44)-4LA4-48W4I<4=4M4P4b4UȂ4h%S4u4D4{4v4Zp4mz4_%4r4]4v4~4w2u{_2O2{2\2(2&2u*292,242*222$A2m2d2V2z[2.2e23h2$C322i2<[22S3v2H3 +.$2<62e22r2_2t22ӂ2+292hX2222T22&u2s222S3 38322T2Δ2ؒ2[3Oh3|i3Ag33,3y33"K3/o3Bu333F:3d3&.3 +W3)U~3733JΑ3;.,3N3V3l 3[Q3qЭ3e3,3-33_y3vI3d 3{Z,33u/3bT3:33,m3W3/Yg3>3Rh3A‘3U[3! +#32b3#^343D3Y+3G3\6}3h +33kx3q3P333V"3o{33rJ33133+3ϖ2z2I2b2o2Ҽ2Ű2+21r2C22*2z2.2v22|T2ۑ=2:2O23 J333`s22[2I2ƨ3 +-3z3 3p22212>22B22f2,[2P!2)2*272 "2$2 \22A2+23 33 73Ũ2K32(30.3sr33W3Y3%363'{R39! 3J3_3Lry3a3)@3;3*Ӧ3<3N3c03Pn3eH3uܐ3e3x3D3}3w33-3{)3I3}d33$-3:u3v393,3*3>G3-^]3?3RB3g3Ss3i43.T3@3/I3Ai3T"3jqN3Ux3kg[3T33|J3s33333(Y3.333ax3333P3Tk3^3333Ѓ3!63P3F3c3L33H3n3z<3a3[3ـ3"3?444 J43v4$34-4 44m4E3*=3'3ݜ3I3p3{L3b3|3d3+3333:h3Z3A3K4]-34lo44 <)4 4"3z4 +Y4-4 $ 4!4$4\4' I4"j41D4%444AI4Q4D"4V +4(Z48!-4+4;T4Ho4Y4K/4]t4dO4w4h4|t|4Jx4u4k4Np4l444p44`4x444.4>\H41^&4A74O0Z4aJf4RI#4d43Ք4C46 4F`4U/^4g4W4jZ4t404x_944v4P4 4H4{ſ44~4R4a4o+44oW3*3i^323ǎ.3l83 G33 33{36303ڷ3݃3޶W344 ɾ44I4݃4(4~4*4P4A4j<4&434,Z4B4-33̬M33=3S833a33]33d13ϼ33U3㨳3D4^|4޽4-4h4 ce4.4!W40z44v4Wz4"4"40f4" 41+48<4H4:(4Jp4Z\64md4\F4o؊4;4L4=k24NK4^4r4`w4t4V44@w4V44G4:4`4r444&44|4X4_4>04Ov4?4Pl4b g4u4c^4w+e4@4Q:4A4Ra4dv4x[h4eO4yH4p+4c49444d44444Z4_4444D48AM8Y98KG8d8t_88Ž88U8pu8`8| 888Q8:C8 :8b8 8a85888h8Op8G8H8j8ّ88>t8{8k)88t8888'88?85I889:89^+89 ;9L9&ߙ9 w9.9/f9N 9 +9 9$o9669+G9>H999ME9B39Wo9de9})9nU9 +9J9`H9SMb9jq|9xq9S9999 ;?9!9&922[9F4999N9M9-~9!939@{9U9H9],9\9s/9d9}l909!9u 99m79R]9v9=999=9g888s888LN8A8ɡ8k8-88S88w+8z8AH8ـ888Y9'9ζ9 /J9898ˎ9 99!H9{9&|@8{88R88%8ô8͟8 +A888!z8T8ҷ 88d8#8i9 +kW89~B9 +9+n990\9S9SJ9_99##t95]9'_9:9'9:_9-69A$p9O9e9V9mf93<9G:Y99 9M*9]\9u#&9dR9|9L99yA99499y9 99i'9.9Ԛ99*9929>9S9Di9Y9kU9(E9qz49 9IR9_c[9N9ek9w=9S%9~;995b99R99599199999o9k9̋9H39!94991m9{9$9L9z9ċ9m98D99$99̝9!9"9Ͽ[9z9؛[9!9: Ι::9T9 +9:::l: T:XW9U9BP99Y9Ȼ9%99۲99 999ʃo99Ґ9O99y:9L4: +::!!#:B2:&: :::n:&:-:"y:2Va: :%::,:5q:EA:<:M:#:34+:*_::V:DJ):V+|:K:^j:X :k|:a.':ucp:vQ::x:}:iQ:~:r: j::Ԉ:.:i:0a:A:6:G:Sf:fy:Zr:n :=.z:Ob:Cm:Uʣ:bD):vđ:ia+::{:@: +:W:@1:J:B ::i:$::I:Zx:K:؇:9h9k9Q9ؒO909'9g:[9.9$99 9: 9: +: \::#:c:(K:8]:-{K:>W:O:"::'{1:2l:C:7:I/9m 9U99B:%::U:r99C:9?h9:A:E: +N:::,+: :0‘:<:Nf:Ag7:S:$:4:( :9; +:F >:XIJ:JZ:^:I2:\Z]:Po!:c:p:9:x'::V:i:\:pT:r:&: ::T9/9B989!h99$93b9Gm979K^8h8s#8.C8ް8F98}9 +*]888=889 9)9959'99*9:9OkS9>9S9Nu9-9909AnA9VL9D 9Y֊9S9k}9X9p\93D9;u9 9p9]f9uv%9aR9zK99}99\D99K9!9&9h9ֽ999!995999rt9997o9eq9i9j"19w999d 999n99q[999Q939,99999n9[999k99n9ǷE989<99888Ӭ8 9t9_9#9x888س89 9$9z99 _929#959F9\٦9I9^9$ƞ97`9&999KU|9a9Mr9d?G888ܹ89x9Oo99l08Qx818e8p9 9"9 +S99(9:9)@9;݄9O$9eց9P:9g 9*R9=69+m9>9R9h9R9i9th99wU999'99%9z 99|=9 +959iv99^.9F9z9%9-99K9᳾9w9!u9β999d9E959 9B99c^90999)989 9099O9I9:9999҂99ӿ999:m99ң99{9o:-9=Q:&9xM:a{9+: :G:K :w: 9s$:R9ҡ: +g:J:#:O:&:,Ȍ:=&:0M:A:OL:b:Sx:gp:3:Dj:6?:H`:W{:kR:[&:p9: q:I:\::):o:,OY:u:݈::9:<:.͚:!]>:1:::K:<أ:O;z:_a:tT:bϳ:w:?h:R7F:BF:U :e:{g:hq:~e:w::}~:2:ԃ:ۛ:M::U::(:*: :a:I<::Oh:::p:':6:~::+:J::ɠ5:hG::::s:R_:>:N::<:::):::: ::sb::c:h~:R:ry::S::02::i:::&:6?:(/:8:Dj:W4:F9:Yw~:k::n%:8:H?:[ɇ:Jcv:]:p:J:rj:: ~:W: t^:Q:)w:: :*b:;s:::5::+s:<=:,e:s:>:ƭP:9:ȣn:@4:::;:}f: :l::. ;ۿ:j;V::3~::8:i:U:::=:*:::+:[0::<::߼:::6;:X;:(:┴:S::;[:o;)4F>=4VP4M4_4h~ +4{^Q4qfp4z 4U"4g`4]W4o4zW4I4444r4$4444{4I4I4$4?444T4 +44er4x44lz4(#4!G4)44z4tl4I4|4ba4 +44t4C`4m4.4T4744}444|4n44494Q4:4q4֊R4+4O4A4˞4Ҭ4/4}5434h4]4E4K4U4404$4u5`"45!5 +B55T555 +5Y55kU5l-55#V4!44W44 O54(54ȥ4Aj4拴4~55 + +5>5.5 +5xN5M5=55)Hr5#5.5C55-$5"5(\545-o59uO4/4q44t,4ӧ4?4%44+b4g4s4IA4f40W4#44e45444E4ʐ4 444N 44΀24ش4(4H4 4L444Y4p44N4e4I4j4Z4444X/4§4b4ӗ44ؐ4N4K44~4ͅ4i444K54X54>4455|5H5 WO5V4c`5_05f5 ΁5j5V&55D55'b5 5,~52(5>575DC5%)505)\5535<5I65A^ 5NP5i5 ,55wQ5\M5"55%5 _55 5D5Q5)5!95-#5-{q59t51*5=5FJ5SR5J5X9 55q-5A59B5F +y5O#5]#5S5a5j5'5#(5-52|,5=585Di5(Y535.5:5?|D5KG5Fl5R}25IK5U5P-5]5bj5o5jw5x5X-5eW5_5m!u5s55{O5 54|05@<5:@5F^85L5Yk5Sl5`W5?5Lz5E5RD5Y`5g;5`B5n"5f5t;5n75|55g555u:5:s5|͸5F555e5n)5}ۛ5 g5.5255Q755r555E5[5555B5O55U555׭5U-5jx5!55[5/5555ʩ]5S555l555:5Y]55G5I5O5Z5g5t5# +5555È5DJ5O\5͗5z5{}5Ɉ5'5ς55ޘl51^545K\5XY5Pi5^5fgt5t%5lQ5{5V{&5dfk5[5j/q5r/55y#[5d5.5a5 55$5s5'55f5n5/555*5_5M5a@Q5oz5fy.5um5.%55q5F5k5zڽ5pF55o5ҽ5?5Ј5U55S5H55^5D5[555Ŏ5 5M5B5k5255?5"55Q5{g5M5Ǚ55[,55555e5/5^5q5`5T5q555棗5L55'5Z55ň55~5C5Cf55|556Y5E55C55bV5#5̦)5ӏ5&55555 +55 6+565'550506166~6 B4~4PB444 +4Ɩ4/4_\4l&4c40u4l46444x4 ]443]4 +4;95q-4g5?44>44B+5u5 +eW55 4Ч44J4214'4¿4 +4އ44$44 4ʾ4X4C4݁84bZ44軒4~55,5[54X414΍5?555 +e55T5`5 555$X50f5("53555#5"-5*57$5-ܓ5:55<5I5@5M 5W5f)5[-5j5C5Q{5G?5T5_5n=5c{5r +5/5$-55'50W5=!53+5?L55)c25я5+555B~57m5D5J`5XY 5MW5[5g5v^5jv5z/5P#>5^r5R5aRQ5mC5}5p[5j4414~4*04ϗ4R4Ѹ4P4>4$4A4ň[4ӥ4e4]U4A#4:5%45h5 5|5 j?5 +4>5k4@5"5^5t&5S54K44^44l4 4( 4G44q4B4]494q44]4Q5M45{W5b5f5545*45A5h55(v5AA5!Z5-v5#Q5/D595G5P5;W5IJ5$֚505&352`l5=5K05?D?5Lw5U/5c5WlE5fU?5sw55v U5K5Yw5h5[N 5j5xg55z55'hf53w5(s545@5NjA5A5Ol5)Sh55C5*565Bn5P35Cd5Q5\&5lDf5^\]5m͟5|m55~855_5o5`5p055bo5V$55uV(5u5yz5h5P5555~t@5}5^5.5(#5;V5-5"55hT5y55^555T555}=555555jW55[r5505O\5"5k505^5Q5Q5:*551V55!5e5o55t5HQ55O555C55¨5.5355ŏ55Z55v525N555س-5Њ5o595kX55565K6666 +b6p5u6B6r6R6 6&r6m6þ55Z5"F5n5얬5,56R5yv5/555鼸5|656I66 +6V6 66G66666 `(6 6@66Nt6 &55|5+5"5555ƴ5Z5(5 55H5q555[5:5Lh5M=5Ǖ$5m&5q5 5F5555575 5ͱ*5555v5 +55R55r5x55(m55 q5e5U5oF5*}5à 5t55^"5۽55V5555 !5'$5޻5A565R55G5IW56 +56l55±5\55qn6ӟ66)6 6v6 6?6=6"26 q6$ 62k6M6R6J6C6%!6I16'5褖55Z~56[6 Hn6E6 +T5 5c5"`566 A`6Q6 6x666в6 D6) 6!6*i666%6˂6#t6+S6$6,:@:[:: +:{:Ç:-:x:8 :@:S:h:F :ހ:Ƿ:ؑ<:Ѻ:t:٘:S:;e:h;$:H:?\::t;; ϩ;y$;.8:%: ::c:: :i:g:#:2):9:ұ5::h:r:{:^;:;; R;Z;H;Y6;9; `;Q:;6;s];";n;'S; 6;(;{;n;$? ;0Z;*9;7;;$m=;J;*;0;=;7};D;=75;J?;DĂ;RE;Y;h4;a<;pY;K;Zk;R;aơ;i^;yr;q; ;#;00;)wJ;655;=l#;K>;D >;R;.k;;D;4T;A;J;Y;P>;^4;Z7;i3;aH;q*;yD;; ;|;ht;x;o|;Ox;/;V;1;:::V:,:_:A:k;W:ӷ:b:l:j:;:7g; + ; ;E; p;l{;;,t;$;1R;;8;:; ;)3;6RU;-;;::&::;&; to;(;A:O:~:;h; )K;9$; >;e;Գ;$D;^;)#;1V;?q;6h.;D,; A;,Մ;#H;0b;:X;Hu;>W^;M;9;G>;>;M?;Vca;frf;\K;lX;D~;R[;I:;X;bo;s;&;h};y#;v`; ;}9;R;Z[;1;P;;@;[;Ñ;T;f;R;;[;;N=;];SW;c +;m;;t@;;XeB;hb$;\ ;mS;y7;7;~̓;;;;3;;; ;;Y;|;x;je;;Ab;;>v;=;x-,;]g; ;;-;;6U;;T;);g;;E;g;e;[;;;Ɲ;;>;4;&;;;LY;';;;ţ;" ;C-;Z;;DJ;ur;@D;8T;@A;6;;C;%(;Ĉ;)|;;u;9;s;C;;U;f;7*;X;;Z;È;E;~8;F;@;頚;fQ;ӯ;ʋ[;_;z;_;A;p;ר;;i;w;;y;0><K;<;5D<<< < ށ<+<E<jt<d<< <?<Y<n<s<#j;a;;';"< < <$|< K;l<.; << +v<0V<|%<µ<<<e6<r< J<(<%(<.o<<"tX<Ԑ<'<*ҹ<3<0pA<9,Y;,;{;nj;0;!;;K3;ȉ;$W;t;;t;;;u;[;ψX;;է;n;";;P/;z;;誦;;;<;f<9c; ;';;Z;ˉ;{_;#;ݚ;;;h;a;;ƪ;ٜ;f;1d;s;;"<]< j<Q< };< ;,v<|<Y<< +b<^<3<:v68;It;Y;MG;\7;; ;;0;;%;;(;&;ZU; ;;6l;+;;-;3";AeF;6;D;P;`{E;S ;d,;8;GA;:;I;V:;g;YW;j ;a%2;rJi;f ;w;;f;;$;i0;{e;ms;:; `;;-Z;i;m; N;h;%;b;;;7;b;JU;;-B;;R;;;q`;;uv;;a7;s;m;F;x/;;{+;;;;l;;[r;n#;*;;;g ;<;g; ;);q;!;N;S;pG;; +;;j.; 9;;!;.c;#_;0; ;A; ;:;%;2Dp;&;3";<ܑ;Kȅ;>ə;MS;[;lU;];oC;@;Oa;Bt(;QN;_a;q2;bDo;s;!;2/;;%C;'F;5;(;6R;޵;7;v;R;)V;7R;*y;8Rk;D/;Sy;EQ;T;c;u;e;w7;F.q;U;Fܓ;V;fW;x{;g%;y;~^;փ;ġ;YT;$;ے;|;r;;;.;;W; ;;~;[;&;~;U;7;_;M;I;v;;Mr;;;ӂ;ǖ;ѽ;#;~;;;q;8;;;;F;;(E;H;d;p;;;;S;;lj;7.;B;ʳ;،S;;K;;%(;ٟ;׹;̡;l;C;;;1;s~;;ch;S;;~;@;|;;yj;b;Z;;<}< + <"< <p<f<E<< +<t< ;>;;;e< ;<;׼;;M;V3<i << +< +<k<l<#<:< <*<"t<,K<<ܣ<]<:<$U<./<&<02;叕;i;$;(<< F<f< F;;7;;<< &Y<%d< <>d<V<<<'r%<1<(|<2<S<<< *<)<3I<*h<4o<4u3+;g3=3R53g3PX3f 3))3;|O3(!393N3d3L3a3Ik3|3}g83s3}3i3[33{A3Fd3x353-3333&R373$Z]3593JP3_|3HN3\3":33,3303E3Z{3B3W%3v5X33sS3433Ɔ3M33p8j39A3l3ga3pA3n3r3:33J323М3B3N33L3G3в3$3Ќ3O3f`33944g4m44#%414#dm42C]4c444(4#u42V4#Y4283D3+3>3ϐ033ť3u3 3z3κ33ͭ03q33g:3L464RV4944#[41>4"41k>4<4PF4#4U4!404!,Y4/"4B4SL4BP4S4ew4y4fD4zU4Bf4S4BG/4S4fa4zv4f?4zT4]4K44z4444H44q444e4fA4;4U4A4S=4Aj4R4e4yO4eBx4yF4@4Q4?4P54dhq4x\%4cR4w144UI4f4444^t4d44p4H4Ą444]4P3Z#3h3333ME3gK3'3s3=M33Z3ܐ33ڂ3N 40J44;44 5c4.434-4$4w%4z4$44,84]4*/33G3F3h3?3'33([3c303$V3.3!`3D3K3,4T4 4 4 4"4(4g4'34 +d(34454%,484"4>4OX4=L 4N94b4u4`y4t 4;84L4:4Ja4^4r<4\4p4c444b494a424H4E4~4zI4`4444M48A4HƸ46<4F4Z"4m4X: 4k:44 4D:u41%4A4U4hy4R4e2474R#4;44?@4 e4^4U#4|k4=4yt44I4z4o4~n2$\22݅2 +22R2ƭ282y2ci2^2P2֞222o2:2|2·23B32n3 322(2.l22 o3 2x3B92da22{n242}2 2M2jB2u2 +2pD*2 2U2|2s 2~2I2s2Cd22u3 +2В32S2n22ʾ$2A2Nf2d23g3.383+7O3@3S̨3<3Pj3T3(H"343%9393L߅36c3I-3ia3y13e3|3T3Y3d33a/3x*3]=3t+<3ħ3[3U}3&33" 33332c3EXT3/Kl3Abt3 ]3eN3 z33+3=O3'39!S3YE3o|3U+3j33323Q3P{3e3LN3`S3}3!3w532j}2d2d02~DL2z272KJ22^2w 2X2p22X2d2k262222M2 2r252222$2s2272೗2R2j02LZ2ca72,22|2oY2F02\2@2U|2u<]2>2m2 {22 922=2T2ډ2/2U2E%2X2?22 22bs2؋3D3f3l3Z3#34&3k302Z3 %23 q363,33'I3Gl\3[a3B3Vz3q]3p3l$:3<3=V3Q(383K%3fO3}f>3`g3v`2ֱ3233G3#U332 K2P2<23 l33@13`33H3FSH3.3@֌3Zo3pd3Tk3i3)"3;R93$Y35}3N_3c-3HMd3\=313933P3Hu3833p 3(;3DG3>3O3ȕ33P333- 4Z3i4u4L4 k4-473w;4n3Y_404E44 g4 39N3s33`833Z33 33'33B3(3ޡ393Ŕ33H3᧟34 n4M64>4vt3233n34J444 l4/=4?4,4 474H4fΎ4z4bY4vHi4240444^74q4Y 4l424a44U37333o34N31333I3t3$3#B33-3y3 3Ӧ333_E3d4 +uK3 4R/333˫3׀q34!%3463,3:K3|3H3q33"f34.3y3Q3rl3VV33x3s333 33`3A3:3߯C3Q3l33=33ُ33h3B-4/4$K4DŽ4!@G43[4Cu4/4?84P.4}x4 ˿4B4+L4;4'464U$24g4Ps4b4{N44vT44K4]4Fћ4XH24pT44k4M}4 :9,[9?;29S"9j9TH9k9,39?K9,%V9?k9T~9kX9TQ9k}88888E,9 .99 +9/~8߂8Z8ފ8'(9 +A99 &9Y9+9?d9+_9>`]9S9k49S)9ja9*9=9)9<9RJ9i49Q69h999-9#)9099 +99_E9G9>D9/O9D9D99.9N97i9°f9v9i:9=':Q=99֙9—9d+9d:f9:Fi9O9F99a397f99c99BO9J99 +99{9=99>9%9U9i9땽:߰9:~9~9Է99ӥA9!r:=9襡:Rb8U88f89Z9$998ى848֑8c9Xk9999(s9;u9'9:89O9fKj9NI9dT9& +98)9$V`96\9L09bk9J9`G8+88?8994 9 98k8v8̱849vg9?8"9 9"94W9 d92A9H/9]9E9[H99019A"9-9C#s9Xy9@9UN.99!/9}i9K9<9\99z9z99xf89{9|99j999y9f9ծ9o9Ѕ999)N9Ϊ.9E9X99t999u99r&9X9|999]9o[99l99)9999e919U9B999,9?99łu9b!99~99֐9)r:::A:k:,H:=6I:-:=:d:2:)P:X:-A:=_:,:=|:O):c:P37:dc:xU:4:y1:w:PUr:d2r:P":c:y1 ::xZ:r*:8:q:k::,r:=@:+:<: :߽: b:8.:+O:;5:*:;l:O:c[:N*:bu:x:/b:w::M2:ay:L?:`:v:A:u:=::::g :6$:}::>M:&:tF:ƣ:L::M:k:6z:Ѳ0:&::W:;t:;C:1::::);Y:;ʮ:w:::e:':خ:mK:4:&:}: :$o:V:j:d:U:(:M.:",::;':;-:O:M::^W:A(;:]V;: >:7: :a:)F:9:'.:8V*: A:R::?f:&t:6d:$+:5=P:K:_F;:Iz:]=:tJ:h7:r9:c:HPX:[o1:F{:Y/:pJ:4:m:(:ֿ:t:(::#&@:3V:!O:1U:::6.: :WB:.:x:,:D:W6:B>:T:ki-: :h:~:?9:R?:<:OU:f$:{:c,:x:]o::\n:%:/8)8/8ŷl8܊89 +898D8;8188898 h99?9*^9i<9'j9=9R&s9:s9N~>99$Ԫ99!l96ɵ9Jˋ93y9G88 8J8x8 Q9X8rR8g88+88v +88S8M8@9٢9S9 f9KH90@9C9,_9?CP9k9\9~9j*9(Y9;&J9$y96t29h99d9}_?9^ 9k9999`=9x9\9t*99969f9̉99^9l@9ӊ9kZ99T9s9b999E979ox939X89o}9S9j9Gu9h9ł9<9Of9eD9Ju9`9~5o9o9w9 999M999ؿ99ԋ949H9a999A99888 V88қ8꿸8#^8Ŏ88*8*8>8t8IJ8 8e9m9G89 s9 92*9X9."89 8f69l9=9)\909$8U8K8H8Cw88S88-88+88 +8EH8X8^8L8=+9"8+8{9C9 &9 }9y8 888+t8F9]9/99w99EZf9Z89@9Uv9q|9J9l9f9;Ő9P#969Jd\9f$j9 <9_)9w99_W9f9zW9=h999 9[9=99'99 +{99919D9,}\9?Ko9Z 9p9S 9j,9'Q~999">93/9M]9c;9G9\r99.99\9h99ȸ99{9"9sq +9J9u99j9:- +: B9: +z:L:)<:H:'U9tc:9Q:q::$P:#g:!qM::+:Lbu:7L}:I!:`:u :\:p:4s:E:1(:BO:Xk:m +:T:h-9:v9::Y{:^: :e7999)e9TW: +X`::0::-Y:>:*-:;#:Q":e:L:`lS:&3:7]:#U:3$:H:[P:Dbm:V:ՠ:Ho:::gx:M:::~e:^:~::::o: :|j:-::!:;:N:*:):kk:::l):ه:d::T:z<::uw::Ru::`S::pA +:$j:j:8:kO:u:P:Gh:۝::::ҏ"::F':D:j::?:R:3:ې: \:ץJ9b 9~9Ս9:~F:z=:S:*9И9L 9a{969: +c9Z::U:/AI::+3h:@[:RQ9:;:MF'::&{::":6:H?:1:CP9z295r9E9y9B|:|I9:99.999S*99d99,:S}:w: :1t:-:>w>:):9JS:KV:]::O:$':3-::.H:fI:{:`:uP::`:-g:(:Z:oԧ:Up:iQ:P:":}-:s::l$: ::/:&:J::5p:/:):"z:::ɏ:l:Ą:P:dW:J:]:yh:P:rk:R:E:W :?:Q:kG::eh:zn:k:::::+:z::;:l::4:1:::aB48K4p/44̷4ڲu4 44~k444H44FG4첐4:\4J45 4 +5 f^55585`4F5 4@5 55B5B5G4]4ʣ+4z4+44b4xr44K)4ɀ4z|4Ȣ4Ô4! 44'4`5 c4p5 55#45z5445455'p555cz55ȋ5*K57Q5*G57o5Dh$5Rx?5Dg5R5+%575+-57S5E 5SDM5E05SZ5aV5q 5a5q5S55"55b9y5r*5bV|5r*y5X5"5o>5=5+ +57J5*57\K5E5S<5D55R#5*C565)/564H5D<5Rc5C5Qz5b;25r5a5q^5e555<5 5a] 5q05`s5pg55¤55V4{P4ǒ4N4Q4׶44_4@444qe4A4i44!4}4XQ5z>4H525P55545 4555M5A54d4ts44|94,544K4߷<44Z4͇44'4E4R4ڣ4H54e5;5 5`5 WG545S44w5 +55 ?505(&55]5'54[N5B5P5A5Oc5&=53.5%=51P5@Z65NO?5>5LЈ5_5od5^v5n(55`5~#55]5l5[5k 5}7'5Q5{w5e5$50Y5"5.5=Z5K#5;a5II5 ]5,5 T5*595GDN575E25Y`5i-W5W5gI5y~5[5wN545U5d~5SR 5bc5t655rR)555\555 5$5C55b 5v5F5B5T5P5~5BY5J55K5Ȝ5)555᭺5LA55h5V5a>5=5հ=5◖5~[5BR5Vp55q5K'5`5(5 +5B55]55ۻ55d$55k[5wh5O5555մk5⨰5*555Ȉ5i5`H55_525 5 +56;6 6U6 D5敏55<5a66 (6[6 H6|6/6#66n6$6-6%6.S666C6e6&)6.l6&6/X#5;5O5.5I6|66}O6!5L5b5k 5k6^V6z66 6 k6B6C6Q6&56/6&b6/66<6t6]6&̖6/6&6/u5 55U\5 5,5—5>55=5)55&5U 5&5E55 +~5358?55=5/5]y5H[5:55%5g5L~5-5 55p55: 55I555>5&5S5r5r5Ab55X5a55h]5H5݊5Ϝ5b$55ڳm5s5)'5?5L57755C555@575ܚ66 i,6Eh6 5*5V5I5Iy6O6 J6I6 6^D66ܳ6k6&46/6%6.}6966w6t\66%6-B6$46- 5黿5/5566 +6'6 D55Э5*5v66{5R6a66z6766#@26,_6"(%6*56dr66!\616 R6)_66(@44"4 A4 +4Ǵ4C4m444R44z44ѽ4B4w44vO4455t55 4u4z44<5͌5 F5:5 424e4WQ4q44 4{4ǁ4d"4Ex4Z4 4z4E4H4j4_ 44גK4躯4d5 4 5F4ӤY4䄚4ϗ4-t4G5{425`55(R55&55p5B535@@l55$_%5o5!505=d5.5:5PZ5_5N1t5\5o55l85},5Keg5Y5Ht95V]5ij5y +5fM5v65'5`555+L575(x+545C55 n5!5% 51ж5"5."5E`5S5B*5P.J5b5r5_5n5>75L5;g 5H>5[@5j5W]5f;4=44494424D4-4y`4#4C4i'44_444c4 444ӹ4t_44 4-4'4o`444 5 565575c5+CO51R5'a55(55 55$]|5P5 57ܱ5E754:t5AYP5S\!5bQ5O>5]505=c5,q59X5K5Yw5F5T4N 5ݲ4Ks55350g5í5y475e44:5 I25535 O5(<55;5$?51p5BYo5P;5=5K 5 5,r55(59d5F54I5A5m5)5:5g505.565;Y5w55555(q5I555I55 K5&5ԓ5-52555kO5e5w5ϩ(55555@&5\P555J55B/5{55v5052g555(555si5(h565#5d5+5,5]55x|5s55e5 5ᓩ5(5H5쌄5V65065k5z5ٙ65̭56 56{6 6!6 D65=656&6v 6% +6 +6{666P6#96H6!L,5֟h515Ӏw5f,5O55ߐ5/5>~55ۦ5jm5G5*k5N5=6.66K6 686A6x66RK6 +6C66n66r6~5r 5hv5m|5}545yk5055h5xش5c5s5s550E5595y5N5dO5=!5555OR59m5>:5B5\556^55^5nn5Y5ir5~̗55y Q5A5T;5c5O5^-25s^55m5}5 555L55A>5&l5}555kX5h55M5.5U5Z$5պK5ż7555,'5ީn55!5F54*5+5ڊ5w5P515B6x/5O6( 686 M6 6N5M6Ÿ55O6 /j66645N55U555ޥ5͔5<5K5on53G555G5ĉ5{s5555y676 q6K6&55G5B595 6.5[6Ӱ;;;1J;O;+ ;8;+Ft;9((;Tw;i!;=;V;+h;9cP;+Z;9>U;GU;W6;H +;XR;h=<;z;h;z];H2;XB;H;X:F;i;{;i$2;{';G;#m;;;+d;9a;*e;8|;$;;j;];*5x;85;)N;7o;G;X;Gb;W;h3;z;hX;zC%;F;V;F;U;gW;y_#;g;xS;;>;Y;";S;,;E;m;(;U;-t;a;;;;6;;,;j;g;,;Zt;ی0;; G;;f;;[;l;ܗI;ε;a;;9 ;ҧ;~;Y;e;;>;R;;;&;($;;;x,;;;v;J;Ε.;;,;Z;L;|;;C1;͒;ٚ;;>;S;;dS;~7;(h;6-;'\;4; 0-;0; ;ӝ;&W;3;$;2 ;E";T`;D;S;e;w;db;vCQ;BE;Q;@vl;P%;bn;t;`;rp; +%;a9; ;B;";0w!;!V;.q;;cp;H;;6;,;ׄ;*;>;N-{;<;L;^J;o;\B;m`;:;J;8;G4;ZQ;k|;W;h;:-;{;;k;F$;r;e;;{;;-;;nY;m;Z;~;;x;;;A;ړ;:/;z ;;C;%;:;;;jt;;5!; ;!;;G;;S;k;};Z;z{;;؅;z;3N;;h;;;;ƻ;; ;;9;;;+;;оO;Z;;;;<;p< <JI<C<;W;;,;+p<><"<x)<Zt<V<L;B=;TO;el;Q`;bzl;0i;?J;. ;;LB;w@;OI;tz-;;;Xd;;;JL;pN;m;l;';l@;ҏ;c;ҽ;b;;;;F;q;N6 6'q6(6/ Y6.646%6,,6*6163x*6:]68=6@[656<- +6;u6BG6B 6IB6I(6P6AW6HdX6G8m6N6O6V6U6]=5r6k5M6R6z636 6(6666 g6fN66u6U6z6H666" 6(%6&6-566#%6 ,6(.6+62_^6/676 1646 p6I6a6;6S6!`6O6u66n6D6%<6!H#6(6$x6,a6(60636;68AL6@'R6,;64606686<6D6@6H6/67+646<O6E6C6KA69͠6A\6>6Fo6I 6P6NT6VW6M6T`6R76Z6\+s6c16bxP6jXW6X{6`6^s6f6hX6p6ni6wL6CxF6Ks6H4%6Pe6SX6[=6X96a,6Lۉ6UBW6Qk6Zn6]̼6fx26b +6k6d!6l6i6rg6uZ6}[6{*6r6oB6x'6t6}3666v6-65b6;5-6</6B6AC6FF6H6N+6BR6H|6Iv6OK6OH+6Ur6V~6]6Lf6Ri6T26Z16X#k6]p6`&6f 6[T6b 6c6i 6h>6na6phG6v6P=6V6W 6^6]6d6eB6l6]6e6d6l&F6lT_6s6s6{ 6k=o6q +6s6yi6x6?6r/66zX66N6 +6]6(u6O6r6cj6h6k6qn6nc6s'6wQ6|N6ttE6zr6}616,6e6t66x6~L6+6666ny66"6666hN6 +6q62`66$g6I66V)6z66><66/66p66 /6U6c66S6u,66676j666d66`_6|66'6366k|6s36rE6z;/6z6W-666y#666i66ܼ6U665666H66~66 h6666!6?36[6fv6 6,616t666M6s$666N6"6[6@66g686~6y6B666D66F6Q46 +66O6666i66R^6|6"66>6υ66t6 6C6- 666m666h6I616K666666@66466<6S6`6gY6O6a66O66E6 g6n6W^6 63T6VA6r666TU6n66K66O66A6ô6'6ч6`6ր66J6'6b66)6 4e6$6,`6'6/ϯ6^6#66TC6&6+=63$*6.!66\Q64PM6͂6Gs6L6Um6PL6YW6 #6(L6#Z6+D6169v-636(6F6Py96H#6Q6V6`#6X6bĨ6k?6ur6m6wr6Z^6d6[֞6fE6nw6y6p6{e6t06z6w61g6̴6&g66\6zm6F6}P6.6(6{6c6J66%86s6)6 6U6Y66RK6Z66ݴ6a6>666[6T696666d6)J6F6c676݄66j6666666o66J6;6d666ϐ66V666T6o6x646666)6I&6 6>66R;6u66o6&66I6y666C6!P66m6B66w?6@66e666SD66@666<6'6\646666 J6|6;6O6OU6ٶ6&660666\$66t6ڍ66ο_6m6ӿ66+6Yw6I666ɉ60c6,)6ȘB6"6"6s66ջ66T&6&<6X6"6ރ!6懓6*65C666ng666A6R76E6`6ѝ6#6u6#6㶒6+6566&6U6듖63)6!!7c66@6I7 +F7?7F7 7U77 Z,7 +#777#T7!p706v6d6ݟ66ͱ6[#6h6j&6(66W66l6J,6g#646P&6H6Ǹ\6ñ6˙6ٷ6_6Z6Ex66{6ck6^6:6D6ݗ=6|6f616VO6R6cV6"66^6#6Q6̎6,6=6vm6#676ͦ6H<-<=p]=q= = = 2=ai<*<<:#=U=;=9e==9 =g=== ~== X'= B=0D=Rt= +%s= _=S= ==~v=W#==z=2= p=== =i`= = 26= B;==:=b_==YG=&=%==j=^=>=V= =|==(=S,=TP=!{="c=&+==#g=#q='=' +=*`=+M=/N5<:g<Ɵ<=.=34 =2{=6=+=0׎=.e=4=5߀=:)=96L=>l1=7C=<=;ߤ=@=A=E=E=J=?=Ez=C~=I^=J=O=N=U,= i== B===)=== w=,=\H==r====b=")==%5='=,Y=*w=/="5='k2=$Q\=)=,=2=/J|=4==d=?==E= =]d="g=۽=X=!==#=$W= )=%=&B[=+=(Hd=-=1k=7C=3ҋ=9=*)=0=+=1=5:=;Y=7=>=1=7S=5t=:3=<=B,U=?=Ek=7==W=:qk=@-=C^=Ig=Fi=L=GnT=M1=K =R"=T=Z~=X=_w=O}=VdF=SW=Z9=^(=e=b=kQ==sj=Co=?I=F!=IF=P=L.=T0=Bg=Hf=D=Kd=O=W<=R7=Z=Wjp=_C=[=d='=hn=q=mB=w=_6=hO=c&C=lЄ=sM=~B=w5=S6Du66e6=66|6,6/6d6626s6o666VC66 +6@67H6V6676͛6a6f6666w66Ҭ66666})666?6M6'6)6ǃ6I6A66c66{6M6{I6O66n6J6T66L6C6s6s6C@66b66f6kQ6E636[6Fr66u6 6d6V6F6д66P6bk6F66 6|66a86 6B666X66s66~56666666r6#6[666c6w6o6Dz66s6\6 6 66P6@6G6g6}66ͫ6X6lj(6K6е666|6'6J6D6<6f66<63M6Ȣ26ű6ɸj6"6ѷ66m66Ʉ6 6 #6Z6vE6 66bp6"6W6Z666,6*6ҿ6{ 6Qc6ڤ6~6ы666W6'666<6'6'66z6{z6667¼6777 +7#7 +t776>666".6m;66Q6_i6y66$6ñ66666R6ׁ6C666yL656k66H6+6v6Ӻ!6666yX6s666-d606m6ER6uC6X06]66f266]6-66}6*F6U666'p6)C6A66 +6Jf666d666|66666l6s6q6;66f7XK7^i7B?w7D7cMf7g(7' 7w<7,7-"7L77-U7,@O7Ff7G7i 7kY7GZ7F7k47j|6ݚ16P6J6|6666Q6[B6z7 #7P6*6v7{7H6z6ԡ6B661p6ϗ6ݪ66ڗ6j677(6s66ȩ6(7c77*؊7(77׈7&L87#Fg7Dg7B>7h*7d 7>7:ļ7`7Z87G7 {a7ٱ77 77dv7h7d76#"717TO7Md 7+7& 7FQ7>[\6Rq66P7܋7M7Q7 +7 7<7 7 B7\7W787!77-7UE7/7n7#7dl7%f7.79X7)b75P7;7K}7C 7Q7]^o7qq7#[7#h7$In72'717@7C"7W72M7D7C7Y7Z 7s37t7,7R 7gc7nO7{7~97^7w7Ey7B7,h776u7ue7,7Ѳ7桒7/z787E7R7B7M7`^7n&7b57s7J7_7}77ab7l7X/7be7}J7o7m>7w).7+7J77ɮ77777j7778"777)727˟7/7 7MS788j88C8&K897ݫ7a88@ 8#8 +J8 zp8,k8'878Ny8c8G68W 8xձ8~7W97r7n777Z7x77B777G707϶O77W77-7ڟ7Q7G8 F8 C8#f7Jn8{p8 8&I8&8Bt8C8e=7-57ߟ7=d7Q7 \8r18877΍7ݧ8+8808#/8GF8" 8AN68:8_8e8 +a8- 8R8UT8`8r8_T88r8=8hn8r828<<8WD8JYR8c8u8˭8`888w8ZK8t8*88~*8P8z88l8 88>{88ӯ8勓98A9*99p8;x8U8K8%8oL8!8;H90898p8+99<9)9*9EV9 ɕ99#98d9,9=uh9Mۉ9c-*9AF9Z3D9a9C-9s~9099o{7+7F7~7H7%77C7L7&7?7c77H)7 +7s^8477³7C7k7 7p777Z78f87'7مF8 [8 8l8#2878BC~8 8&8K8Si8fn8u r8i8E88+x8e8g8+8-g8Y8]8/o8/R8`8`?8l8q888#,8rc8a8 777%7"X7777 76=7M'8)8z776h87\]7}67s7@@7ҕ7i,7_0v7{7c7fL7d7i797V7g7ؙ7_Z8-|8*y&8^O8ZX8%*8 8Tz8Lk8]Y8v8887@8Y88Q78#8&8\8Cm898 8 +N8.c&8"8zz8m88h8^?8OZ?8v8Xk8'8p8/88̊8%S899 +W919*':9799&S9Bj9M}889 NG94|8F8}9W9Z9-929VI-9]E96#979a9c9Nuv9^|9x9F9mT9z^9]}9Q9999_999{ 9V999y9N9^n9K9&h9[99G9Z9ᤰ9k59x9y9U9׆8T8E9)u9!s8 i8bx9 9@97G949c9aB90w9*9\^]9UOq8$898O888v8ޢ9#~9k9LP@9A9@995g9(c9C9X9949 +~9v9L29^&9C9Е9&9T9,9w,9]9=09|9o299 9a49Q=h9B99߹99mh9֚9 B9h(99L<6<ᝮ+=:=>C=@%=C;=@z=D=Fݪ=J<=$ɹ=&\=*M=+='=)oW=-~(=/'=/=1H1=5=6=3=4&=8=:p=+=+=0=1@=,=.=2=4 =6l=77=<.=>K=9=: =?hO=@WT=:$===@F=C= L= ,=l=^= = =q=e==M=_=χ== ==B,=#"=#z=(=)Nb=#]=$1=)=*d=$+o=*d +=*V=#=#nG=)7=)=>=a=mT=}=5=4"==eW=Y5=Xi`=d=bI=F=E*=N5=Ll=C=A=K=HU=V=UB5=`K +=^6=R=Q?=\s=Y=74=;=<=?=>=B=D-^=G=@z=ED`=Eq=J=I=M=N5=TFk=F=I=Lr=O=MQ=Q=T|=W=RB=V=X=^[=[X{=_j=c +=h>=K/=O=P0?=Uݧ=UXW=Z=[=a=U|=[=[}=b_=b =i#=i=q=_y=e\=hAN=nj^=k=rh=u3Q=|h=pP=w=y=P=Um=*=(=_5=T=W=\A=_P=[LK=^ =d/!=hP7=d=i2;=m=sG=ms =r=y=~=aA=dC=kq%=oB=g=iڠ=s =u=v=z>=J=N=3====x"=)=I =BM==hi=B=M=W=e=*<==̝== =e===ޝ=w==6=P== ==== ==p==`=ap=i=h=p.=q =yg=yl==mՕ=ww=t4= +>=E=B==g==i=X=f==f==P=H,=3=|==63=W==C=|q===š==}=k=x=xZ==c=}==8>> +N>V=]=۫===:=R>;)> +=(>0=> j> I>>:E>'>@>>H>"l>]>$@>->9}>&Hz>4)k>8F>H2>Ac>O>Z >he=lp=n=x=z5=p =qR=}]t=~======u=p=k=r=sy=J=g=s1=s*W===W=N=D==J7=<==w=N==ô=p7==K== =Kr=87= ==#==h,=ўE=r= ='}===%=T=W=`=H=6==e=¬==j=rWQ=p_=?=~?=o=mb=}4+=zm3=&==w==ۇ== ==kaR=iAv=xi=uj=f =cF=rk=nE==22= = =k=|{=ݥ=[=_=2={====z=W=J=V=ن=וN= = =O=С.=H==f=7#==g===&=z==Ɖ=M=%b=A{==vH=ߴ==s=l=E?>>)>l]> ݽ>>!W>>>':>,|=^}=P>> +#=v=u> k> >c>6>2 >6> r>"7>8M>:>-S#>6>C>N>>>E>[>a>]ڸ>j>{>E >zk>>>Y>Ku>P>i.>p >T$>V>u>x >1o>>1>u>>>d>{==> > +={=[>>>!>A>:|>8>>e>5}>1l=$=F>= +=J=b==>'> 5>+>&> >l> E}>>W#>Tj >y`>wK>QK>L}>s>k >KW>~>p>>N>>>>>F>@5e>f>]G>7K>.f>St>I>>h>>>t>f->Os> 666?]67S +6@6I@6S q6J0*6T 676AN~68o6Aӕ6J6T6K6U}6]Q6guZ6^16h+6ro6|}6sP6~HY6_6i6_p6jP6tW6c6u&6"s686B+686BV6K +6UE6L6V)o686BT68 6B%6L/6V5"6K6V{6`=6j!6` 6k+6u6u6v66`6kH36`x6k.6vB66v0_66 66T6666f46n76Z6&6 6t66,66666#66v=666<6m6k6m66|66|6S$6a606 6m6T6%6B'6b$6{66y66}66u6ˈ6 6866)\66666s6J68U6|6N66$6 6C6?68H6A67H6AA6K6U6K6U1=676@6656?*6J\6Ty6Ix6SC6`%c6jG6_6jZv6u66uc6\76^6i6]6h6t66s[6 65396>64 6=r6Hh6R|*6G-@6Q8 62G6<$61A6:6E6O#6D66N*O6\"6g*6[6f=6r6}#6q56|}6Z6dv6Xn6c~6oR6z6m6y6k\6a-6-=6%"6~6Ǎ6EQ666W6VT6N$6j666n6v6@H616 66$6E6666j666v6i6ȏ66F-6N66 46Y6P666[676$6J'61;6:6{-6@6zS66HO6ы6~6Ap66q*6 +666L6s6z66]s656Om6D6 6j$66@66d6_6A6k66~}6U6\6 6ٷ66Z6_67d6E76Ƥ6{Q6B6M6]7 T77 6[6 6Z6ö6w6ֆ;6/6׺L6Ͼ6F66Ğ6ͽb6ؤ616B966G6e67<7.77-6<66w6u7I77p7 7\7Q7B7#u71k7J78|7T77(ȱ77-*7@ 7^7F7g7kJk7W7x7.7F7-7=7787277&77)77`G7727 767M 7po7R7x\7"79i7$7<T7Wpa7a7[;7m7<77]17L7֙87<8 Y7)7 77›+7 87qT8@6#_6ļr66ġ6c6ُk6Q#6ً616L06%t6þ6646c6؎?66q66*777ڨ7h736槖6M6'6v37B+7747F6m6666̋6י6u6Z6r6ҽ626u6$6h6ȝ666 ?6U6S"77z 7ж7f6L6s6i56{7g727\7 7%l7=7&r7>Ю7]7mc7_{7 7&g7>7%7>7_͓77^7}77D7զ7ɒ7y878q77ʽ7g7M7p8 |7+8 7$j77Y`7 A7 76ȋ7@72)7UK 7~j7Pa7wv#7\7F77Ĺ=7D8=7387717.7A787 8,A6/686-676B~$6Lb6@B6Jr 6,I65(6*(63y6>w6HYS662wq6;f6M6W 6J6U6bQ6m"Y6_~6j5v6H76R66EQ6O46\`6gD6Yd6c6A6!'66v6(6ZI666}<66{6N6Y6c676H6$6K6pI666=66,666663R6,(66p6x@Q6ժ6u966D666566r6}:)6n6y6\6B66e66<6&<6oM6!6676W6O6(6a 6666 +6Y*6I6&Զ66$!6/686,Q65"6$6!4=6|6B6)?6286&G6/6BM6L6?*l6H6V!6`26R6\6; 6EmY686A6O:6YS86K6UR62E6=6>56&j6#F6,6k6 Y6(m6 ;6 6 +*^6B6 6%c66! 65#6>\61V6:6G6Q06D 6M6. 666*Z(636@#M6In6<%6Ewt6k(6v6gq6rQ66q6}l 6g6c<6nb6_6jR46yX6J6u 66Z6k6>6;B666_66 6I6A6;6E6:66#6[Ö6f")6W6a%6p6{6lP6w6Sc66]m6O6X66g6rR 6cF6mw6r6.v6 6W6 66wy6b 6})6"B6x 666]616k6668`66`66e6666Z66Z66̀6#656616h6N6i7 +%676ח866ԛ646:7 +q67669666X6Or6s6Ĉ6g666)6O+6A666}6n6D6ِ6n6 6666գ6Ǚ6ѯ6K 66}677.7lK7)7J27oqx7C7f7[7$7^7Qj7<7] c757SL77N7ŏ767}8 ˻7 8~7Ww77{Kq7mD7U7n77/ 7 +,7777.17IR7&7?e7#7=67 +:7757g7,`7m7.07`(7W77gl77ɢW7R:7y47FE7h7s78 7;7s06C665l6666666B66w26+6u646E60v6͹I66?6ػ66 >6!Y6F66S66te6ڕ66;}6? 66ro6 6.j6 +66Ŀ6g626:66w6t6^66G6 +6p6-@6ƈg6636>676U6666@6y667.6+7K7SI7#7 % 7A696/6Nt6L7_q77W7 7:G7Xo7/07IG72i77k77$ȱ7;\97`7.7Y(7 7H &7i3/6o6*t6(6~6*7V67B6ψ6-~6)Z6i6漧6676a77#\7 :7=78S7TA7+P7B7e7G6%7c7tG727g7%K<= #=.<ݝ<5<<<_A<[<<}=H==Y==w=]=n=Q=i=< <><ٷ<4<<<7<<@=E/=?›=F=2:=9Ǵ=3m=9=@O=G=@=H@I=F=M=HnB=O=U=^Q=W=`m=J=R^=L-=T%=Zf=ck=\=f0=gE=qc=jG=u})=}r=-6=\=/=mp=y`=pȕ=}@=(===5==M=U=N=VK=^d=h=_=j7=OY=W=Pc=Xҩ=a~Q=l =bW=mRb=tF==v6=&=dx==^=H2=xp=kk=y#=6?=g=`=)==}7= #=e= r=&m=-=&ɇ=,=%*= S=z=Y=&=,=&"?=,u-=3=:J=3S=:Z2=Aj=H=A =IX=3=:;E=3,=9!=As=I=A7=H=o=q===%=,=%/S=+S=Ԉ==='=$=*ǭ=#/=)|=2 =9 =1 =8D=@g=H=?M=G@=1$=7b=0n=6Ӵ=?=Fq=>#=EU=P=Yl=Qfc=YH=cA=nY=c.=nސ=QQ=Y=P'=Y=c=oS=cw=n=z=={==\=0{=G=l=|R=D={=====!.=PD=Y y=O&=X I=b=n=a=m1=N?=WG=M =U.=`=k=_=i={ =9=z1m=sS=====W=x= =v=v==5 ==<<}=_Z=%={=#=.}=5k=-=4q=<Ć=D>=;j*=B=,=2V=*=1=9^=@0=7-=>Օ=;/===7=8="m=Y= `E= ל=F= ===r=ke=F=(s=/.=&1=- +`=6 =<=3=:=$h=++="=(޾=1dr=8;=/5=6T=K=T=Jv=Rb`=]=h_"=[N=e=H$=PO=F<\=N=Y@=b=V?=`=t7=g8=q=i= +=kO=4==n(,={"=j=w+O=F<==0==DGY=KG=A=IK=T=]E=Qp=Z=?G=Fz=<=C=N!=V=KGY=Sm=g=t&=d!=o21==e={=A=_=j|=\h=f[=v̽==r4==8=M=3= p=s<=0=#==ޞ= +d===6=|i= == 5V=&O6=Ɂ=##=,@=3=*I=0}=3=!JF=غ=='d=-=$b=*=r=VS=E2=XFm=a=T=]=l=xO=gq=r=Px:=Xy=L>=T`=a=lO=]x=fj0=-=4T=*=0=:=AQ=7a==W='q=-\=$%=* =3=9`=0/=6)4=H-=Ow=D&=KJ=W=`=R׈=['=@M=F=888e8~8ﻱ8Q9DA8788X8u8{)9 p9 +9'8%R8Oe>8/Q8\ 88[8J)8S888hz8@8rC85Q8D8 8\8 08}8y9?9 96#9"9E 8䄊9 8r9B9-9S.97n9`9W9(,99!e19>@9DN9ci9_Q994g9VZ9Hr9n1Z9{<9M9&9F9Hd999;9-9,9Q99[9v9C9g99-9}r:g]9[99n9Ur9b-979/9ĵ99 +9990^9Od99q9299o:\:::}:%9+: 3*:g:4: <:3ަ:+:A@8Fa8zַ8J78]88c8+8f8L88Lݷ8~8-X88z8E(8U99}9 q9@79k0>9F9s9a9$Y9r9%9KE9y9M9|V8K=8"8G8~8 #8e +8s8T8B]8x(8;k8oB8C8/r8K8"'99%{9P9#{9M#9}Y9Kvl9{8e9D89o9G9uZ9@9nKe99q9?99MQ909ӹ9cn99۶999f:9B:": : #:R:'k:6C :MA:?9:W::-YS:O:1OA:E/:_:J:e{ 9F9}9`99de:1|9O:9{9[9L9)9ڽ:9̬9H:ɠ:3I::38:Mg`:h:MS:iT1:t:1:3:-l:K~8:g<:Gp:b 9\999d949):*::V:X::#r:I:&ɿ:0[:<%:T: :~m:: :Fe:$:(":0 ::7 :G:P:=:A:W:\:&:6Yq:7s:I:Ef:SW`:Zs:iu:G:[I:V:lZ:n$8::l:A:_f:jS:w.::r:x:5:O^:f:J:5:3:)/:,::|:C:%:)#:):|: +:& :":C:Cc:_/:_7:@:<:\H:W":V9M:k:Ү9o9@: n:h:6':.:PN:G8:$:":=1:1c:{:|=:GU:e:y:t4::\:>::`:~:::\h:s:[: :­Q::::*X:k!: K:(:Īx:n:;:·:pI:<:S:*:t::Z::a:Α::ʟ:̜O:ҋ::L:ɱ::a:<::P:: +:h8:;h:i:V: B:͟:ƶK:b:.d:,:eC:8::tO:t:%::::!:j::::/:hk:&:Ed:6:R_:p :ѥ:jJ:ǰ:K::% :ӊ#:F\:::>H:q):838dz8)&8X&88hr8d8I8L8Jj8j89}9<9_99d9 9ݹl:9%9*:G:,m: O:m9G/9+99ߋ9]:c9ݳt977 7O7[$8e868q8!x777<7N7m8 k7oK7~8eI8X'8I8{rG8i8݈8bw880:p8Z8K/8='888j8/7y!7K7a7 7dt77B7G]7L7ln77:7T77=7vY788#278 \8H8v28+`8P7k&7A7H7Q>8q80=789\9&8m9R9I;9q9/x9R8g8?8g8B996A9w99u(909zq9?s9^9M9J$9y9X|9~9999YC9)99}98x888~~8A 8n98\88E8V8A 83?8W}8L8]889x98999V9w94b"9O8ۍ98w18)99,8Q9b/:w8::m:6::OK:ۤ::`%:z:Ro:ka:Z:Z :)3:S: :x:X::Ǟ:Ǭ:֚::m:v%:-:t:::A:O::B:ZH:2:H :q:N:]":s)j:!:5ha::":ISY:\|:4[:Fh:3:;6:x:!k::C:uu:wi:o0:~K:Wt:gL:8:~:uwe:,:j:ه: :t:0:ٍ_:Y:a:(:5:o:V:˯[::8:::::_":Ǯ::¡: B::º::):w:h:m:@:;:=:{:y::1:n:o:Z:r:M::K:aL::c:Q,::o:5:O:r::p::I:v::IO:x:y:xo::9`92: >:00]: :9YQ9969F9T:V"9Pl9*:?~:M:(TW:5:ZI:e:@:JZ:K_:9z:{{:':0U:N:9:9L89m9999I99Eb9^j9"R97(r9xL29[9L{9aЯ9ˮ99399:v;996A999v9,9pP9929q:nN::t:R<%:W(:w9:x:[#h:[;:7\::q":Y:Uu:id^:_Fr:N:F":>:;:%:!:5b:-=:&t::: +9n9Jc: ::9p999Ö?999Fu9ȫ99D: 'h: +99F::&9`9 9Ƕ9q9B99*9y999 =W`====QL====w=,==y=o==,==+=S=Ư=ܒ=M==S{>=7===m+=I>Tr>'9>@==?M=O=TC==u ====ڭ=hQ=b=z=Ă=N==TI=G=M=QW>> > >9>(a\=> =7> >j>0c>"<#>7e> +r}>t>3>$;>'8>:D>6>Js>c >2B>)>?F>F9>\a>V>ni>K6\>^$>_y>v>ra>>a>#>uP> >>ѥ>r>0>%>>4`>Kw>?>Y>e5>:>t>`>H>d>Qb>n >:>'>P>%>>L>>>A>>>;>Q>>K>$>>˴>3$>؟,> =}d=P=Ys=v=ˬ=0b=͐=W=$=R=>&=i=*\=`[=Ϧy=={>>7>>%><>(p>A&>>F>>p>*>D>,>G5F==&==C==蔖=?=挥====T=˅C=\=ǔ/=E>A>F>>>,B>Gt~>+ S>EO>Wl>k =ҟ>^>(!>B&>%>?>>Y>zI>^U>~]>>>4>!E>b:b>>d>q >.>ב>9>> >d>=_>>Re>>iU?>!_>>Ĭ>tb>Y_? >b? 7>e>>dOO>B>h>;>q^>fS>aWu>w>\lQ>}>>>Ƃ>b>z>>>> ? Q>`? X>>>>?>١q>-? >I? >>]>Ũ>؞>`>X>>>>Q>@>ދ>DZi>Ԯ>j>>nu>>]>>:>>ʒ>>ܲk>->c>6>>Kx?o?C>aJ>>vv>>?#?? .>t2??8???/Z??#Ҡ? :z? B/?0??$5?B:? ?$? v?)?,?6?.c?3aO?<:)?@H>>>>נ>>u>>>[R>;>22>n?[$?>>tz?Fn?>5>W>M>g>*>PA>˂>3>Q>>f> >&>F>L{>J?4??&?'?yP?T?&BQ?!?5z?6?E??E=?5yc?1D?E?A?ݰ? +S?s?p?b>iL?n? +M?,?(-?oq?7I?D?9?A?A?LN?Hu?L?T?Y3?J?Us:?P{?[O?])?cH?d?l5?v?+=??+Α?9lQ?G?:ZY?I>?r?*??(?9z?HF?7D?F?UW?aP?W@?bY?jH6?q+?m'?uZ?V?bu?T?`,?m|]?v"`?j*?s8Q?R>?S?^E?`?SN?Oj?_˘?\ +x?h)?kzn?pT?tw?kH?g?t ?o?KH ?C?W?P"?: ?0!?G?<?c9?Z:?lGe?db|?Rm?G;?Z/Q?Ok?v?z`?{;"?}?z͒?we?~?|?{? 3?y?|??}b?~AU?|c?r6?k?v?o?b?W?fU?[LA?y?rdq?w\?q'?iy?]?hL?\ɰ=o=,t=ȫ=i=^$=d/= =c=1=X=ϣ= ==\====Ҽ> nf=>>"*>:>>3= +>[=߄`=(>P}>*>z:>$ =3B=I=u=ʹ=8= =]=&=P=χ==P=:===Q=:=t!=$=C>>;c>>~=Ä=Y#=]==B> W=&_>Z>VQ>w>MC>k>> >B>k>D,>b5>< >W6>@><>xI>>G>ը>*>>h?>?>>M>f>k>ڥ>>͙>BX>0>J~>&x><>g>+\>Z.M>y +>?6>0>%>$j>Ir>d>;(>R>s>٫>>Z>>>oR>9s>J`>f>m>>>6>>=w<=z=~=)=*)=h==]=x==q0=}=n===l=F=ˆ=X=F =h==q=={==[B=8'==#7=={>=H]> >)G>@>Ȉ>/Ģ=%>y=2h=>> >>/>[L3>vM>E|>]>gF>i>z>\>3P>G>>#">3>_L>xk>G>\Q=>q=A==Ƞo=8>==<== ===ɯJ=5=dJ=-'>@>"E>>F>2x>>C >۹>."G=]>l==o>>f=> ++B?Je?#H?T)??2ɍ???K*?5,t???U.?]?I'?R> K?> ><?;???>T>✝>c>G>?>>|?*?3?|?'?>e?F?m?pB?y?x?s{?q?c4?g?XW?\j?i^?i|?_k ?^I?uLl?n ?o?g?e0?Y|?`?V+>?e?ar?ZA?VY?Xx?Nb?N3?F?Ke?On?=o?AT?Qd?Q?CH?B?.?21? ??!$?4?4?%,?%f?N ?J?@\?=+?DC?;I?7E?/BH?2}?.?"%??*fb?!h??}>>j>Q>Z=>>b>$>-F>s>&F>sZ>>V>>>ݻ>1>ǣ>L>d?!? qI>}>2>>Ɉ*>z>֘>PM>ݺ>B>|,>W>it>>Y:>NN>~>B>_>qt>'Y>6O >[>!>D>RM>,!>8*>1>> >`>3X>>7>K>`+>k>C>M>{J>>YX>`[?S?j?P??3?Z?X??Q>>?>>j>(w>>o>Һ? ?1?~?? ?ʽ>.>j> >>>̥>A>N>Ȝ2>™J>s>>>:~>>Y>l>>>6a>gU>k]P>">l>p>r>>=>>>&>X]>>>T~>D>qS>n6>N>.>hA >c)29է2Nض23 2H~2f2y2^$2wQ.2-2A8|2'u2:x)2V2n2O{2f222Y2q%22#2Y2Z22W2'2F2n2$2$22!l232t2-'w2H2^z2@2VYz2t2&22 *E29yw2NQM22S'2Fe2w892@2n82G2H2 22ă2eT2~2\C2u 2[222ف2XC2"2wK233#2΢3 32ȝ.2m2Y2ր2432;3k3΍30?p3s3* 3B:3U3<(T3O733%3 33n36B3H303A2 +2 2YM2ǭ22$2{23D22aC222-22Z223 ɱ3C3$33*3;l3$-/34L3 32h3 +=Y3O#3.|3(3( \2 +2ё2i272+I2>=2$_26+12 wM1;2y2 2/i22( 2S2kx2KqO2b2j22{ 2H2C2X2:2O\2px22fݭ2!1vS2 +1)1˱2p2 ֣2 +2̐111ZX1Ɍ22 1t2 ?|22o2FX2+*2>Z:2]W2ut02S2j2#252%F2-Q2J42`2A2V42O22n2+222j2щ^272=X2b2T2v252p2 +C23223t3!3 *32s 2n2t2ـ3343132&[22P2|!2-q2 j225:2y33~O3133ť3pM3NX3b3G8]3[13y~33p53[h3@*T3Sw391Y3Kq3h3x3`)3vTn3_3Q3G3T3q3ɳ3R3.3:33<53^l33x33'Q3w43)44N4<4 433@3ߘ 3X4 43%4fl4N4-Ղ4=?44(47K4M4_4G 4YR4#42G|4v4,r4A4R4<4L3[33yk3*34 "4 3Z4I3 33383S4s33[4\4'Z44!46)4F40J4?Ý444 +T47u4*v\49t4$433t32P3DJ3+3<݃3W3mN3O3dh3$c353RW3.a3GDŽ3[?3?3S 3M33z'33Ŋ333nk3qO3r 3g3~D3E+35.33"33'W{3X3 rj3843J=30W3BUw3 w3%3w3(3)B@3:=U3" 32T3^3t3U3j3%333-3LŽ3`3D3Wy3v3g3l3 3T3͡3G3#33d3ؔ 33W533M3}3Ћ3(3ȤU3724ޅ4V44 44-\4PG4&3T43O4E44 ٪4>4>33ZR33YY3ߌ3ğ3?3y3c3|3:333Y3w43d!3"%33G3I54׫4 K44J3I|33ˢ3K3d4 3uA4111;11+1Z21n111111qJ1ٟ111c22%2 22@28F2LL2/t2C=2$^2p22%2'X2:2De211[1%11+1ěJ1HF113111\Q1-D11Ł1131d21h2DC2r@2(i+22 18u1]P1~1`2h2_22(O2cQ2|02X*2p2 22_2ĩ2N2eM2D2Z^2~L22r92=2a!22262x2N22f222D222l22 .2;"W2O212E2f22[62sx2(82;2 J~2272PG=2g]2El2[YP2222]2O222VU22`2s&22ۍ2n2 +21~O1(1pxW1se1ϩ1Ih1<1<1c01~1Vv1oV11b11ӛ11r(1-1а1)212kp11f 1@o1~1111睃1JH>1b\1>1Ua1}m1kn1n1`51391HN1(1=&X1`ڍ1{`;1S1lb11.n11=1l1Ԕ1c1Ε1h11>?11B11b12\2(r2N2 2;2P 21+2EI2F2V2f2VI2(Uc2:a2H20 2fk22Z2rt2k212;22OJ2e2D=2Y2~y2n2q2eh1*2}q112o2'C2F21 +,11̟192Nw2=1^2 j2992M2/t]2B(2d2|2W72nߴ2%272ae2-2K2aY2@o,2U7$2903 23p 33* 3"3#2輡3Y223 t3A3323;3N;33k3E9T3bw3x|3Xs3m3+g363C3nS33[3r33g3-31333z3h{3޻13Ե3ܢ3^3338333q3cJ3y03X3m3|3dl3<33N@3b3D3Wq3xXy33l33a3|33v3`3Ԧ)3(33O33"3 33_3a32K2212a=2I2u24o2΋212 x2#222щ2}2ưq3a3 2UF3u3_3*w3f33" +22a2*2R3 3f3322mK2*2"22Al2s2;t2y2/2l 2}222Q2d2Ϛ2{2Ę2حh2ۓ3 +2n3G222C2922n2ղ#2?3;5\3Mlg31g3C[3a93v`3V;3j33)393 [30D!3K13_*3Ab3S333733a3433ɣ3ta33h23~3(333˜3F13'=3U3u373I:3. =3>K3|353a32s3$343&3+UM3\uc3qR3Q'p3d3C37w3z33FG3Y$3;`3M 3m83`3a/3v?88D8u8 ~8788>88{)8j8rs888888ː8N88ާ8#9 8ҏ9 +^88>8x8G8x9V8 +'88jw88a8z/8,8J8C8{8X-8qd8P~8hw84Z8(8S"8888P888ށ 8r8ՐN8eL888!88,3888H9E9.M919(hK9A 9Ur]9:(9Nu{9ֺ9"9 U9t94@9G9.zr9A 9lb9z9do9|9969 +9а9]k9t _9U`E9lN9ہ99d999У9199( 9:9!93[#8M9 8GA9r99,9n}9&<~9Mƈ9c+9F9[9{J99re9?9?|+9Sz1979Kod9iO9<9`o9x[8HP8_r8?(8U^8x_88nR887s8M8/)8C8dE8~k8Z8s8888Y8K8_8 8l8{8>88l8/v8—r88h8(n88Ck88sH8{8O8mgb88b4X8|8!8q:8R88x9B8Y8999 +9w8ޓ87889ӽ9Ax8B +9 a919C9*9;~9X9o"p9P 9e 9#?A94_l9vy9-KH9GY9\9?69S8?n8d888y82\9V 8B9848K8$ 88߲z8qF8a8S=99%`9M9ٳ97]9J90 t9Be#9 9:9n9[99('9:9 =91t9999Z9Ԧ:99͞9⟆9Bc9999|99J9:$: E}9d:::):a:$Wu9":h@9: :=:P: :>:9999X99z9y79ţ9j 90p9 9.9:999w9&969P9:::P:99b9ɖG99: +9,::9':KU:4^:E-):^H:sP:W:k<:.v:?:(:8^:Q+:dF:JR:\:^:::g::t:i::y::qG:::W:l:1:#AI:2:"k:-:C:Uq:=r:Nݿ:(:&:: x:6b6:G:0F:@:i:]:b(J:vS:::n::Z:nL":Rr:f./:f:":{Fg:*f99:9~E99L99199s{W9^9i9&9r%9J9: 9;99909s9Ǭ:9J99}99W99>99r9{9_9w+9V9m*9T9b999MoK9bǟ9DW9YU9z!?9 9oiM99ez9+c9969E9R989U999N 9Jl9\9g9.Z9: :1::.+:):9|:#p:2a:$:9E: :Q:,2::%} :K +:]z:C:U@:q\::iM:~:oe:&:6Z:P:b:Gz:Ys: *:/O::'W:?s6:Q:7c7:H78 e8]8s8P8-8Aw8%887A8 X7?8&88/8D8'h8WE8pB8MH8d8o88~M8g8C78Y58:8Oz8ri88f8B7.8'7678%898<80777788a78<81?C8Dt8(8;48[W8s8P~8h18 818{8(d8Es8\D8<*8Q;85A8Fq8n\8V8߻8͎8 8 8 +88H8w8 +8͍w8U8q%829 +W89:9j9)a9:I9"8>8Y8ؽ88;w9 9qX998'8888888Ǐ8tb@88h38&8r8T8A8p8j8m\88ٯ88b9 G989)888΄8Z8888ye8ٜ}87z7w7 +77w8ބ7377mH7277Ɓ7'7 +7O7ڝ88 1868n818E8(v 8;8=8OR788G81d8.8'7qm777Z7tm7΢77*7a7C7z777pi7"7 7'87( 788W887h77'7E7b8 :@7ﶻ8yz8\M8tW8P{8h'8?8n8e8i8E98[sv8;098O 8sz^8h8f8o8C88p8d8O8994-9K9/~9A]9999 9%969+9,Ն99`9~9Ӷ9Au9т9f@99y9p"9mg 9Q999B99c9ܿ9$9ҋK95:x9k9e)99Ǯ99yq9O9B9϶9I9`v9w ]9T9j69Q9l9ʁ9n9I'S9]9>XG9Q_9sB9֘9frq9}9 ?9969j`9/9מ99%;9"\9z9k9999,X9u4r 4l4l @444ɜ44s 4eA4xl4^/4q24֙4424ï4Z4(4_4#[4û@4L4W;4̓4.r4.444;4Ƕ44~4WIB4i4Pk4bUr4}4n4u44I4Z34B4S 4m44e4y&44E42_404#44W4WZ444x4&4i444444ݴ45<5D,5.5 +v4|4N4C'4ᢇ49545,55$=5550=5<5+58W5ȳ55 5/5&535"P5.4 W444Q4c444aH44Ͳ444ݸ4'4֩49555t5v955)%55$.15w5 +4٦5A5\5:5x5L4<#24Lj454EB_4]z4p4V0*4h_4.4>14(479x4Nz4`!4G4X4q4AG4{H4h447444s44j;4}?4u44^44"240]44)4?4O48Q4H$4`4#Z494q41)4@cZ4*%48͜4a4tx4Y4kN4ZK4/U4~ԗ4ޝ4P4bM 4H4Yv4u44k?4(4t74(4m$44ϩ4߸4ȸ84H4v444c4444ɥ4щ54ڬ4z]5 '5f554 +4 +L4,o4N5C5 g4BI54~4'4 454^~4v4Ź4b4n4.4m44H:4l444z}4u:44U4r:5>4142^4m04V+454x414 4Ɠ4 5Ji5X5E*5SV5g5w5aF5q85?*5Ms5:x5G5[/5j5Uʃ5d555ű5]5&?55g55z5d5t"5:555س5:55P15B0J505<5O%5^*5I5W5*565%}51UW5Cg5Qo}5=W5K~5mR<5}I5fl5v`5 5D5>55_5n5Y55g5~5Ҽ5wK55%55޴5Q55˟;5C:5Ƶ5#5ݛ5i5b5 5$5`5Z5ף5 +5ҫq5'5r55*Z5:5s^5٩525 5d5h55?5(5555a_555R55C5:5_5^5`5R5`5/5%5Α'5"55ڸ5b5r565P5f*555]5505+5 C5+Ä55&;57+5Dn52 +F5>55 55R5,258M,5&j=52$5R[5`5K5Y5o5`5h:[5w+5E5RH5>5K5`5o5Y`l5g5 З5:5J55 D5, 5 5& 55 qx4M5NO5{5 n55D58 5DA5125=5R5`5JӐ5Xo5+U5705%:505C,5PO5<5Ibg5")555j55W5U55r55w!5555555<5uP5H555Φ5Z5|5865'n55#5|5Z055A\5n5~n'5f+5uS5]5p5̍55^5mG5V5de5|5NQ5s55F58t525S5545O555 55t5;55G5!a5ks4 4*m4B44#E41_4N4*W3TI4 Q3jX4n44#444@4P484HT24bB4t4Y4k?414@ 4)47U4P/4a|O4Gu4X3ɨ3o3s3:4 X4T]4F4U3h3V3ɪ3\34_3L04+J4"8f404X4(e]4>4Nw464Et44|4 4 ~s4;4.4=A4&444i444~c444S44F4t*44i4|w4w444444&4-J4Ё414e04ׂ4b4†4"444r4q44Ʈb4_O4rJ94V[N4g4j4`4z4`_4L4]54CI4S4o+44e=4w4_4j4i444\4:44Ϳ4w4 424n44d4Oj39o3цz3G3ǚ303N3n3~3>`33333^33wh4444 4&4,4Ƈ4$3"=43q3R344S4 R4rx3w333)3A33333ڭ3 3w3ޓ330P3s33F@3`3[4 4;v34/4D3M333343̼3$4;4Jp42h4A-4Z4l4P4aH4*484G4"%4/4GR4W~<4=4Mi4K444s4444K4ֶ4hŦ4{7L4]4o44q4~4/f44.4=4'4444-4C4,&4:;4 t4)=4v44#M41!44(Z4So4dHk4IJ4Y_4vA!44j4|ӌ4?~4NM46 +4D"4_6-4p+4TH4d94ز5A445 +t5f5R54w44Ր=4[5"5 X4 555*55#D55^5B5.5:f55`X5 M58H5(=953!5!5,4V4 4Z4i4)4;T4r4ܠ4444q4%4]4Ϻ4551^55 L5E5%i55:4oJ5t4j4ܦ5ލ5Y55X 5N5\s5GK5Tq5j5y 5bBg5p5?5Lq58Z5D5YU5g5Qr5^f55 55_5L5_5@45 +5vq5J5mW5{055V55515<5*55\L5IH5VK5AK5Ma5#)5-85O5&Α59z5EW515=r@5c5r=5Z5h55k5w*55R2&5_u5I5Va>5mX$5{5c5q444z4!4ƻ4B4P4444434|4Ԁ4> 44q474ڪy4F55 #45[4b4s4nj44ﾓ59G4_44w4i4&44@4w4%404C44v>4Ď4-4/44q4k,4!`44¯t4ڡ44Ў_464h44$41444]4R5\5d5I55*f55W5#%5-٫5 5P5-5 55&[58S5W5A?5M59r5D35Z\5g5Q75^ 51$5;M'#;p;S;j;|5;;h;;4;c-;u;\l;mp;3;q;;yw;|);+$<;$;% ;8;Fa;2;@^;K; t;;c;-(;:v;'&;4;V;gW^;O;_-;x;;p;?c;IZ;YEJ;B;Q;inE;{ ;a;s8:L::::%t:::+:::k: :dL:k:f:: P::):B:-~:.:t:M:d:d:(o:m:۴}:F:S::w r::m~:N::`::S:da>:xo0:Zi:n8:}:V:8:%:d:::%::S=::y:O:::Ē: +::̦:k:DL; +;Y;7;;!;.o;j(;(;; U:;Ճ;;"N;z; v;n;};;w;l;k;}C;cn;u;;Ȼ;m5;;L;;;f;Ҭ;;;7z; ;=9;`;r;;3;2;v;[h;k;SͲ;cd;}|;;t;;K&;[;Dnc;R;k;|{;b_k;s;;;;es;U;P;U;m;l;m;;;V.;o;;>;;ق;磎;i;]:;<A;.;;Ѥ;G;;ћ;;;J;< <Uj<:f<]<^<&=<X<<s?< 9;;;ۿ;<G<;<:Q\:d:H-:Z:x:d:n_::@:Q:7T:G:du:xy`:Y:m7:b:: :x:::::L:+:D:::?::ь:/e}:?;:'!,:6<:Pj:cd:F4:X:I:.'::%:>U:O!:55:EE:w:S:lQ:::^::{&:a:um:V:iʶ:A::~N[:8e:c:::K:7;Y:6:o::|:[::::11:; wS;;NL; 9;"Z~;/e;J;(G';; +:;6;@;!CX;;:j:[N::::Q:mC::U:::U:5[:LJV:W::ל:: :!; ;30;X; l:::$::;':m;p:x:C!: :w:,:<-~:$:2::9M::s:*:*:!ջ:L_:_g:C/:TZ:ra::f":{?:9:I':0:@H:[}:n:QE:c=9@:o99: :H:a: 9;99ȪI9k9H: +59d:K):' :6K:P:-t :F:W:<:M5>:ȹ:$e:#_::2:B:)/:85:q::::::>:^:S:}:v:::e::U:Ĥ:Ի::Ϟ:::&K:7 :]::,c:z:*::+::j: ++:_Of:r;:O::):):S#:f:Hn:Y:yx:b;:l:: +:k:;:g::̾:M:g:,:p:::-:::6;;;^D;r; +;O;Н;;;;K;;χ;ı;\B;";;e|;p;#0;+;;Se;v;;; ;;;4;;;3; +;L;ڹ;p;r;;P;;\;ȹ;;Ca;;9:; q;|;&d;;:]H;+:Ȕ:v; ;~;;;2E;?yV;*6;7Z;M;[;D;Rl;"];.d;;&;;I;H;2;?M:]::~:;h; ߼:+;!:ǧ:ד::m: +-:P:f:(;!U;4; ;r&;*;7 ;"a;.a;y;:o; Ji;;&;i[;<;kn;{1;a +S;p;;;;"};Wc;f;MX7;[;vK;Xi;jy;zl;;;Mv;;d;a8;;;; ;ؽ;;6; ;X;Y&;D^;Qz1;:;G;_;oa;U;d;1;>"(;)b;5xr;Kg;Y;Aɼ;O;r;;s;;ז;9;;5;h!;wo;\ơ;k;k;9 ;{E;'1]11=1*g1'"N1G1^1;! 1Q\1 y11Q17{1/1D1$18S1xB11j1}1@111ˋ1[j1u 1N~1f͵14111`0$\1 +0怶1E11-&?11"G0ױ[00ɮ0W1^1R019C1A1X151K!1q11|1b#1}o61*"D1>P1B1221T1m 1G=G1^H1h1֢1s118211 1f1"1i1w1ӧ1l1w1qu2w2#2 +2F252I5K2+(#2=2Ԩ2K1/22!<22DŽ2O2(U11P1c1181"11{1191x:1q1<1wg1|11s*21o1;2Ó2a20211S1|u112 1옝2V0p0ӊ00ŏ0L1H0ݮ"0k0$0_>000?00 0ؐ11&1 =11:w1Pb(1.c1B=1 10v11"16:13S1*:00::005q0B0l00'0v0ٱ0e00010#0(0o00 S01 11v(1<0đ0b 0[0.0+1 +/0 11h1,1Y1s11@U111K]1cN/1>?1Tt{1}1R1mg1)}11ǩ41&111o1j11g1,b1=11v1p1Q,1ʡ]1151Fo1%.1971]|1w1Nɝ1f11,1W1!1@1WK?13O1HC11C1f1511^1am1<1p]11_p1y111q12^y2v+2R(2h 2Jd2222F?2[G(2:"2N[2r2 2dv2|,212M2222n22'32G2Y232022h22/2/2Bs2%262W3u2m2J{2_2'N2+2@2!c2>a2R222E2w2$P2wu222w2F2>2h2'2ZX2qӳ2>22z2:232D2K33"& 3 3X 2e222F2!33y24P3T3183Bπ3(038Qp3UC 3iCj3Iҁ3\.33.C3*3$)3>ۿ3P34\]3Ei2V2׬2 92ɍ2i3"}2ݦR22p2"2B22л22Ė72z3 3pF3L33*Q3:wR3 P302T3 +AP2_3@33&o313y222621k2'29P2i2.vw1K2H|1W122#2 +j2V2M:2c982A2UZ2z2hl2kb2252H1f2)2;N2]*2t"W2Oo2e D1Ҕ`1鹝11ڡ22;1|2h1 1`11 11l1122/2v2$2BmF2VH262I-2 B2#222%2*v2<\2uE20>22 2_)2292]I22=2i2\2|d2A2[422^22m\2B2(2濫33c~2$S3 +2Ŋ/22[2ւ23@2ߺ{2Y2l22^)2t22b22,2O2eg2B2V2|ت282l2f2.2da2fu222z252_2/A2g22222a2R0UF0o0Fz0^0Z00zM007x0Nj0*O0?Р0h0˘0W_0r0,00-;0~030ﮒ0=0G0h00cp0#m0 +0N00x0010 0$0H!0a 809l#0P030ig/ e0 m0+60A>02020} 00j00{0J000YX0tC00I=0b;0&00~!*011H01 1'?1;#1W1.M0'D10?00181"=1 11P1h1Bp1X11A1q1151I1(1<1a1z1Q1iu 0d0]e00Q01 J%0Z1T0I0K00?"0_00ȵ0^11.ߙ1'1"31C1YE15Q1Ju1;1 01 31(~1;v1z91.L/0U/mo/ԇ00%v0e0//]C//0/W0 T/0y0:700Qh0,40A0kL00Y0t0'030<0%x0I[0b70:0Q%/X/;j/]q/i/ՒE/^//"/%/8/S//q//~/Q00/e@0 c0+0A@?0%02v/D0//t0l0$0B0K000'06n0۩00;0b!0m0}0k&0j>00u000t0310ݧ0C1;[1"11P0U0ߘ0000ŀ1 c0j1.0Y.0s,0Hv0a 0}00|0(09!0O0*0?0iMN020Wh0q0`{000^0H0O0O0݊0X00^00m:00*01j1>81}1K11ۂ111w#1 k121x1:1'1e161LD21,122$\2 B2111ů122f1y2:1q11a +%1ze11 ^1/1V1Q=E1hh1Bn?1Xu1|1o1pȬ1ζ1<1@^101J1?R1f1W1i11-11ޟ1]1q1(1r26 2H2*)k2;2]2t2O52d\2 2/2d"2# 2A{2U|z24N2Gt2^22{t2Rw2j22S2 22k"2`2[?2q߶2?2C22$2 +q22M22(F2:;22-W1 21 U12A2"2ؚ2 2M92a2?2R +2x22h2.222D82&272X2n9<2JB2^B141I1'q1:1_1x1O(1g1r1-511 1@֪1VW121GP1&;1SZ1]111`x11.W1niM1_1]E1um1C11c1<110Gv1 J1%1811+00M0Ӱ091Ht1tZ1911M@A1d 1>H1S{1}+1g1jך1F10O1D1#G 151Y1q1I1_1Ї1111֙1ߋ2 1621Uz1Ǐ1c1x1ܥ1p1126/2+2)2V=2<_u2O>2/2A"p22S1:2 +P2#j2322'r11G1ix11 +1Ҧ#1h1êP1U1gF1xc11B191_*1212R1 12 s2F2~F2J1ȳ1݌>1E1ͭt1WU211)7l77^7xd;7/7777P7io 7C7Z7O77u:$7Dž77Y77"7K7X7M}7=7=7@7b77ȃ\7t77178u7M7,@V7@c7e7~7W^7q7!W74}-7r7)/T7Iv7b=7=`a7S27u7` 77)7]=7Ű`7-m77|77l7J7՚73y7H78 R8p488h8-hx8@\8# q85< 7Q8 W78P8G8*M8Sv8 8Un8m8I8_ў88T8x478Ʋ8=8RZ82Z8E)8j'8O8[38so7ۤ7C7ΑJ7z88.7Hw8 ƍ77j7M77T8:b7 78' 8:88/28N8ed68B@8WY8;8$^#8 -8J7868J8+8>mH7 :7g7n7y71r7F7& +79C6["7 +J677)i7-S77"'7]~7w7O'7gZ777B7Q7B57XlX75+Y7JT77r7X7b7|666ň6߅776L7 )6i66X6.6@n76ig6pj7)D7=H7]707S7l+7E807\07d7%:7 7"78]7N ,7+7@7(77T}7)7ӫ7A7777{7777Y77 78{C87m8 8!)828߭8'TT7k777d8 4*8ǣ8<8P77L7v'7@7C7>77k7eȌ727V b7o-77$77h7@O7*t7aR77'-8 h7z8p77øg77/t77778(8R58R8m8a{88Y88|88?88t8 88N89e889\9#8N9 928׋C8E|8v8h99.898~a8W8oTC88*T888!8`G8yJ8S$e8j8I]8֧88f8I8,8[88V98?8-8S8A88 +8ΰ828C8#T939E9)'9;X9Z c9o9MU9b9 90U9(9&f9BD#9U969II9h9~Y9x9`9a9_99W9k$$99];9s9h9@9kS9u>9Ay9Ɯ9%9z9,n9>z9"|928}9 +8 9 9~9(Y99m}9Q +[9e9D<9X&9{!959mC9C99[9Kx9.9?S9_F9uad9R9g8E8[g8:78MO8r?88d278}ZL8.I!8@8#584O8Um8m{8H8^! 8/88F~8d8\8;8H8.8W-8F8u8 l8M8_88Y8V8)t8=8T87&+7O6H=77 73*r77&6ւ6(6X-67 @7p7V76`6~E6Otx6kh6^6656S6@5(6X61#6Gд6u-6/46bͿ6A69?6666.|76ݚ6o6ҳ6j66Pn6̔b6!66f7G+7_7:E7PH47x?77hW77 7-h7A7!74*7W07p7I\7`@757/7k77#77([77pD72B7z7qr7i7ż77>7IU7`7;897Q7z17M7h7R`6",r68 66)6P6l6A;6YP6p65b[6 61p6H6"068A66m6uP666Ĉu6an66cl646Q5@6l:6/6I\6̳656[y5656$6)ܝ6X%65-5C5<5 5@O6 3K5ݾ6Ӭ6A6Yp61R6G$6um65>6bj66!6766(76P=6k6?C6XO6^6Q6̜6沃7 "7 7\76ߌ6ԉ6۴6ú`687@667-7B=7!737WC7p 7H7_7j7'8K888%88c88q988T8q;$8"88.8X%8877by7xM7L57^7/77|7f77VDe7n7r7L7i777c7 7>7887Xp7 77YU77P7i7j7Ǔ7j7F^7]Y787MV 7vF777dĞ7~B7+7>^770h7S7k7Di7Yz7h7-C77J7|V77i7ء77/Y7r7А7F7@7 78T8'8 8b888LJ,8, +8>P88܄798T8 Zp80i88$:8a8x8Q8f8t8/8~8X8B8Vo85[N8H8m k8l8\}8r~77K 7-B7#8 +h*888 p7 7?767&78z7(78(8:W/88-8M 8a8>#8RAk8֬8 8vQ8h81/8Bυ8$O85$3~3-3q\'3Ϳ333U3E3dZs3yus3W3k3#3w3c3vu3D3*.3Գ3z3F3433(3۲3j3&3V3j33.3Z3" 3K 3^W3@U3R3sm3˸3e3zO35\3F3+H3;U 3Y3l3L3_R3ž3T3N33/3$333d3-O33s3ۓ3=V33D3fk3s4V34V4P4p4 )L463 3:33P443k4g4,4:ݦ4$)f41l4I4Y4?4Nv44(W44454D3~4,m4:3ʢ3O3333{4/3ᨄ3d3%Y3İ}3o3F3`3F/3ɠl3ڕ4 {4;H4_404#h=40g4^4'L3r4|334&4t04+4 +43!`30M33&?3@J3R&353F33u03ic3$3+3:3 M3/f3e3zF3XQ3l?3~333f3L 3^3@ &3Q}i3rV3!3dS3x23 +KK20k3*3Lb3%aL3#3g2ޔ\22м]23r32j3343E3)b39FT3V~3j3J:3\3ty3.373#o3=r3N!32Lg3BV)3~A3m3S33e3t33L33 3A33n333A3ߪ3k3'3䚁4:4 n3D4j363׸p3Ҿ3m3b3B3!3/3~53p53o3D3a35^333a=3u<3Sf3f?3 33zG3333#333`3v3h3(33t3؂3333QQ4j4|4^4o%4(4I4B4Ė4S4cِ4HL4X6_4u5G434h4zH44*h4 +24@4@-494s4;4_44uO4V4944X44>C4M44B4BIQ4\<4mn[4Q64aK4*W474!x4.r4F(4U;T4;a4I4(,4N4qV44I4xw4_4e4e=4v:4Y4i244 4zJ42;4΅44ĄO44(44kT4}4M444`4y4ڕ4z4ء}5V54V555!5545m4 42^5 5~5 5 `p494\44-44e44i 44Zr4r444f44ɚ4ێ@44}4=4$5U4w444^44=444!4,44$4@441h4>4'44\45424}4 +R4h4*b44!4Mf4\4B;]4P4l4~m4`"4po474EM4-V4:]4S4cX 4H.4VҼ3h>4k3q3m4 44B4Q3%3P3~3ڳ3433c4#4/]4J4%4<4J#42S4?pr4m4r44e4(%F444r{4**"4%(44M444*444s74}Y4fQn4v44;f4+44ͻ44c44 44i44]4J4V44744s44Y`4i 4MS4\4yn)4[-4k4{4Ac4O46.4C*4^=N4m4Q4`74u4 +14444j4,k4/4~ +P44oI44X44}4vn2à2kP2:22Ύ3s222m2:2p2222`2'3 j3[33M3'W]36o33+('2322t3!q3 y3 C3^222$2 2b2ō02&2222t?d22,2}223=2(A2ME2(2 3 ~3 а2}V32^2Ω2o222!2 2v 3FP3X>3:x63J3k*3cU3\_3ow3.ߏ3>ct3#32z3O<3a 73B.V3S33A3(3'3W3'33;3tXW33e63x&3c3n3s3H33'733e35V3E3*j39RI3sE32l3 3#3-353"T3V3i23IWW3Z3|K33l3`3<3L30p3?3^43p&3O*3aJI2c!2z-2TY2iC2@j2u22Z2Eӹ2Y]282=2Jpr2n2ژ2^I`2s\22QV22I2!2Ok22 +g2b2202V2P2j22%2+h2F4J44'g 44-42M4>4'.43(q3d] 3w 3U3g83e3:3y733G3X?3::3J 3i\3|3Z.3l?333E333K3,33XK3\3 33^3nh3,3}3._]3< 3"30N3LH3\s3>3N;333$3 F3t32L3@3&333ne33^3pJ}33*X3~3o63O3`ip3B3Qx3q3D3a3sGB3)303èr3r3wX4կ3f313;$3 3B3:&3(3W3Ŵ34 .4|4Q\4 +Q4c4(+ 4(43`4G303U4 +44ͽ4 +3l3]733-433`2333&343#3|33{33 3f3e33Ɠ34+3!3333373ɕ3O33ԇ98D9S9Ē9ļ9ff9l9D99a999}09n92<9H9_c:A: :]: p: v:/H:a:%9:b9rb9:5: ::U:\,9:9@9,9w9e)9ƃ:9e^99z9y.9}99=9Z9͝99؉C93L9^9B:: mH9k:\999J9Ɠ9b9&9n 9럓:>:OW:4:D1:`ȏ:s҂:US:f*:*:9:!~:/:Ir:Z:>O:O2:۽::zZ:2::+(::q5:m'H:{:`:s:::_:B:\:%:G::4{+:C +:*::9$:Z:i:: :!v:.:e:$P:Tl :f7:H:YA:y::kU:~G:=:Mx:2$:B.:^u:p:Rk/:d9nb99`9uu9p9~X99`\9R~9fm9E,9Y99}a99mՐ9G9O999z9`9D99Ѱ 9TC9I9X 99098'9?9'999KQ9.\9?39^9tI9QĚ9ea9#T9399'9DN9W8979Ig999z96099^99j9k$99\Y9qo9'9 9F99:T=:ӗ::1:㧥:$:_: D:^::]:c1:V:ڻ:&:; ;,g;;#;8;EY;/Av;;U;D;E; a;g;&;1;b;)r;R[;`!;H:;U}v;nf;~{;cm;rg@;=;J;4t;@;X;f;M&;[;; :;Л;y; :;5;#::0:: ;$;_ :-;;+@;7%;"S;-;CU;O;9E;E;.;$f;B;;/k;;;&<;16,:h/:{<:Z:l::*:!: 9:N:_*:Bs:R:q8::cK:u:I:c:m:<:B:õ:"l:`:-::=&:R:8::yq::7=V:F2:,ϯ:::V=:g$:I:Y\:"A:/::%y:=*:M:21:@:yO:H:jL:}::::5:\V:m:Pf:`Gw:A::qU::m:L:|::W-;*6:::l:-:4:::G:˝:; +"X; ;~j; ?*;;'m;K;:+;S::$G; D;;#; ::02:<@::LC:::!:5+::|U:$:q:Ǚ:):)m:۽d:?S:ϝ:ݠ +:Y7;3N:Z:o:å>:ч:m::߆s:P):_:99Y9}99,X9<9![&908P9 8 9X99%7'9 =[9D9N9b^9A9T$9w!F99 +88*z8~Z8%888А8L9t>9-9M9")9=$9Ot 91u"9B#-9 +<9v%9}9 y9%94K99) 9:99;99A99;}99x9T9q99R96999E9A9_9D%9_:m9/q99 9#99-99X99Y9bp9vv9T9g"T99Ņ9{\9G9E`9W989I9k +9s9\M9o9499@99dZ96X99w9ۊ979_9&9u9=9>9V8838~8@8,8ד808̺8T/8+8X88n8t88"8Z98_8՟999ok9y8Ь8,8†889 ?8L88x88f8~48e 88+8Z|8Vh8l^8Gf8[`8!88q882]8{ 8f8c8ݺ88ʋ88 8v8x88;[8Xd8'8"9,n9 9)r9988X8Ѻ?8998E998_9H9+9;U9Z9mt9K9]x9 9.9b9"Z\9=9N@90q9@W:p:>:P*::':5b::*Q9:m9:2^:O:-: +o:m:C^:Sv:7:Ej:c#:th:U{:eM:,z::,:!;:.h:H':Wp:<5@:Jk9ݔ9n9 +9: : 9:9999*9-99O89曝:_@:#~-:H.:n:0:>(:%M0:1:4f:9:J::&c::G:::Q:vr:x:1::/:sM:g:y&:Ye:i:[:N:{Z::t*::n::L::W:F:::m:[N::e :/::L{:[f):?:M(:k3:}@b:\m:m1:3v:@:(6:4:Ow7:^:BW:P::+:~9:g:K::Y::ni}:h?:_:oA+::::$99.99ZL9Ǖ9ק9>[9[)9k99X9F9+t9-9h999P19ٴ9G!:z:)9{:99_9X$9&`9*99݋^9Ls999p{9Z99P/9P9U9_ާ9rA9PÆ9bTz9p9'9u9޳9t9X9lo9949\9C)99Rp99x99L9¨A99F:d:)i:f::5$:Cp4:* +:6|: &::ҳ: +i:du:+,U:c::Q:`u:D!:R%:o0:LB:ao:p-Q:75:DO:+:7:Ry:a@:D:Rt9G:y59tK9͗: :e:#: 999Ô9Үs9:9y9C]: Ew:+:: D:8:D:,-:7V: ::?: : :+n:: L6 666 96GP6O6+666=5J6z6S(66 6W=6&6/7}6"ׯ6+D686A<636<6'6'E66'6#;6/˨686+L64056"5&5t6>666 ?5_55u5`66 c56]6Bj6)6X6=6'S6/6# 6+I6i66 y6ՙ6G6&̅6q&6"L 6Jg6TYQ6F/6Oz6^N#6h6Yv6c~6As6J-6=6F26T 6^c6O;6Y96ru6}x6mŔ6xL16W66X6 )6hx6r#6cN6m:6}[66wT6N68pe6Aa 63Ǧ6<6J6T6E6Nr6/67D6*e626@n6It6;S,6D$b6][6g6X76a#6q6|Q6k6u$6R56\36M0B6Vu:6e6o6_6id5ڑG555&5ش65R55͡5]56^5Ҟ255;e5y5c6|666 +6!6d66IO5]6|X56e6 66 =6P5555F5o~5e5t55HW5}5535Ɋ!5#5³5͝55u55-6o6 66p5}5`5%55$6@55m6%i6-r6 %6(6656>б6169|6K26$D66#6+,64(6&6.I6Gs6PT6BF6J6Y6cm_6SM6]46<"6E){67X6?hv6ME6V6G6P066GL6VE6r6! 6)x6p6$Mz6 6665_6 ^6ā6J6661*696, 636B6J6<~6Di6&&6.N6!4X6(6646>I60\ 685N6.6%66gM6R66G46K667z6z666u66[R6R696{k66.6666J6696>v6y6-6q6>6V66+16r6<%6/66N6y6#{6s6}6e66X6. 66k666l66i6b63666e6i6186iY66#666?66㵔6ag66C6666:6Ԗ 6p66i7r6 +67 7]7O7m6SK6w6q6h67Ʉ6N+6b6]6666|6Dz66ڒ66>A6-666M666@66ɟf63666Q66q>6-66į+6ӷ6S 6V +66m6vb6fX6pA6}66z 66`.6i6Y6b36sJ6|Ԍ6l/6u696665S6j6ܲ6l6 6Y6\ 6F6G6p66v6y6SN.6\5%6L6UK6eFO6n;6^d36g]6F6N(6@:Q6Hi#6W6`Fm6P6Y;(6wd6$6p|6y66_|636J6i$|6r#D6a`6j}6{?6;6sr6|h 6h66q6a6 6x6$6666q66{6V6q6(:66666ŏ6o6?6 66S6666Lt696+6n6M{6IL66v6S6k{6 676566[6J6T66666р666'7666666.e6f66^66O555b5u55ƅt5K55*5;I5I5555K5t5~h55$/5'5~555]#55͌5Ĺ5=5ؕ55л.5m5Y5]5x5255.5\5515k5'555<555J5w55{ +5D5Ӭ5l5˸5%b5e55u55(55E6D65566 6ɶ6 6555.56D6 +56}626# 96w66*p62/F6$ֳ6,9q6^60K6 :66-6&U6J6 5޳,5D5]5[5655^50;5˄5,l5fj5*55(5ё6*6 60>6Z66˱6!6(56@5?5}|6 \H6&6#6 +-5u5>5kz5y 5G5515֖5a 5o15W5d5}L55r5Mz5r5>5i5 +55ʐ55z455>55Cd5 5V 5,u5_5N5Z5E`5QP5g5u5]Ś5j5<{5G535>.5SB5`I5J;S5V#5ͷ55xA5%5505n55m:5z5b5ojj5SR55|~5U5S5.#55$15X55565*$5I565e55i55R5c55e5N5 +6$55=5gI5߬t5̟ 557@555 u5(5(5ͻ5}55ҷ5<5ا55ч55A5ӑ5515 +5^5͌5C5B5L05J51555WM555S5Ί55ŋ696A636;z6J6R>6CU6KS"6-65t6'f6.6p 6E_67j6>J6Mq6U8p6F;K6M60676*V616? 6F6}166uI6}26~?66"6}{6l6u?6d<6l6}6 6u6}Mr6~666?6m6!66 +6HH666}66666\a6d$6U/6\6lx6t6deY6l6M6TP6E>6M6\66c6T)l6[T6|Q6D6s‰6{wE6@,6966m6k6r6b6i 6y6#6p6x6 +ͦ6]6]6 ;v66n68|6Rf6 +656G6 v16V66 }76#t6*g6H6#61676*9{60!6Q6d6?6H6#6)ʑ66#5o55៼56U'6T5"63 55ᡴ5Ι?5ۑ5|[5"5P 56 P666 +66ms6kZ6565156 +X66n*6 _6>6E\e6736A֡6H}6V6]+%6NO6T6"Ec6(+66!Dw6.6466&*6,666R66 a6%6>}66:6@a62~b68E<6F*6L,6> 6Ca6+60F6#~6)3661C6;6.@63ٷ<[;&<]u=4M=9=D1=K +=@=F=0`=6=+=1r=;e=Aσ=7-G==S=K==q==o_="=e== .==CX= 6=m===='ٜ=-:=#=) Z=2?=8a=.m=3=q=$r={= ~=)ߙ=/ =%=*<=#Y<<# <փ<ڃ<< <I< .<< +;$<;;< V`<<<<) <2WN<"D<, +<<>(<X<ؠ;?<{<L<u<<u;3x;>;;2<< B+;NC<-#<<%<<<-<6JR<&|<.st<V << <5<<&<w<1 <&B<<<<ǯx +<~8|8/8OgN7O7&77Ã88)78 +8C8[8s88V+8e8q8l8FI8fd8!A8:h8e8E8V>8t7M7LP7~T77ŋ7>77 V7\/7vH7@7U 767|7l}78L87֮78,e8CH8 +87r7Ǔ=7G7J7э7R7V7@6R6ކ|6^6^D6D6l6<65C6&T696{666\6̤#67m7 H687Ku7~7YI7ө766`6*66h76}6p:6;66L6V6,&6ˡ6L6666`66616B66҆6656Щ6j66׍66±M6i:6J66f6Ըd6C]647+7:!77&]7L7`373́7C)7 h7^A77 7 O7,77Uj7x77Td7gY7.77|779 7GgK7$ 7.7W+B7h;7:t+7G 666\67o7 65.76mH6w6ъ16׏6;6n66䊓7677h7 |7$@7-7L7O647G6J67=7 u67J>999}E8M8 ]9&V98@99C88‘8|88Ϟ8)k8U8t9IA69Ye9"'9/͗9h29u29;29F[9z9 808]|9@9 +8i8 8]8w80V]8DB8e8r8Y8n8 `8a7J78,X8888LJ8[s8 8,j8i|8u878@u9 +99O#9U999Z4_9\9&m9+Z9c9o9/909 O9 |9TF9Gn9[o/9X= 9u9y9R9J*90=9-j9 V9 +t@9)^9#.9 h948Ь[8|S88-8 8/8=8u898M8HiD8N88gn8RU8T8(88=88ո"8Bb88f8F8N8T8Re8-8~8M8Gp^7Mu7#7Q7B 7ھX777C7I7zl7C7Tp7bo@7<7p7p̳7?7d87Cs7B88707,7)x7yv777787x7k777B7":17)7L7WN71q797+7y]7g7 P7 57"7 ͪ77akY7kIF7@>7Gx7tkh7|$7Nc`7TB7(87-j7H7_72476s7Hp7 ^88!7'78$8&O8T87M 7b7(7477Σ7j7z8&=R8$8|l8:8!0~8cg777ΝC7c77e7>;777?77d7Y77]T7=7/@7_O7a 7:7<Ӻ7"87$7>&7?]7&b7'7/7?m7a#7_57e7:7]#)7YB>7?w7>7'7&j7<7:7% +7#66L6q[6؃66Y6@T66FC6p606E666U6_6C6666/6v66~6$q6T}6bE6]666Q 6<6/w6 E6A66 +x6666gS66A6.66V6K6.6Ŗ66HM66WA6"69666jS66?696C6T|6696#6 6ŪN6p]66ZW666 6 M6 6<6p6Ͽ66޼u6䫠666W6 66@6ʧ6F6]6566J6ɾD6W66S666+6^6N86l6c6x666n66T6ѱ6B6%666i6ė666 P66 6Z66V66l6u6|~6l6sB6ª66yK6&_6c6i@6Z6`ަ6pK6v6f6lp6oy66X6}6F66366|6b6r6x6Z6B6~y66R 6Wy6IY6O<96]6c6T6Zt#6A=6FD69$6>f6L#6Q6CE6H6iT6n6_E6eZ6tt6yQ6jL6o6V:6[6M6R_6a}6f j6WZ6\zn66n66e666+Y6j666›6h66^66o(6qb6v6j616{C66936q%66(6(66#6A65@6;6u66tc6y66~6~|<66j6o6a A6e6t"6x}6i6n/260X6[66:6jZ6[.6m66| 6Uz6r3,6v6966y6}o6j\6ԯ667#7;;666q6߆q6.6E6}6Ln6׌6ڪ76`6"66e6\ 6n66P66f6>6O666Л6·66V66<6^66^6,m6܋6[6j6j6Ӕ6tS6k6686 k66$6660665b6t6H6+P666:6R66H6?>66!66?6О6r^6u6+r6666S6,6;6 66666 66ݠ666p6̋66b6636J66%66m6݋6%6h6X6>6c6661]6=6(6In6666"66}6I.6&&666\66q66666c;6u6[6=R=Zr=MH=T%=bm=k=\=dY==H Q=N=C"=I9j=UW=]=O1=VM=v#==mZ=wZ=>==}=ߖ=e;O=mA=^=etx=wQm=r]=m=we=>;=D =9.=>=J=P~=D{_=JZ=4y=9=/=4=>=Ds=9=>t=Vo=^=P%=VX=eI=m!=] =d=JQB=O=DaZ=I=U=\ZQ=N =T=,=Y@=:==;==#=Y:====n===u=߁=M={/=b====I=ή= ===It=|=T=!=P=w=v^==k7=tk=C=J=}=$=b'=i7=Z=`£=quJ=y9=g}=m=J=w=q=====~=/=>=u=|=4=(7=_=u#=+ +F=/S=&=+=4=9{=/=4\=!=%W=-~=!V=*=/ =%=*(h=>|^=C=8z==e=HR=M=BW=G=3=8%'=.t=2y=<=@=6(=;3=pj==$== =%< ='&= "==fU= F=|=xq=(&=#=|=):=-G=$8=('=1VP=5@=+=0!=.=#.=B~==&=*=!I=%Bh=R=Xf=L^=Q<=^=dK.=V+=[d=E=Jd =?`!=C=N=S-\=Gwm=L=jz=p=`XO=f=v=~g=kA=p=W==\Z=P=TL=ack=fM!=X]=\=9d==[=3=7i!=A'=E;=; =>=."Z=1=(=+=5L=8=/f1=2@=H=Lȭ=Bo=E=PYZ=T\)=H=L{=;=?=5=8=B4=E!@=;=>d>>s==>K>"j>m> {= ====^==K?=>)>3&>>>B>#>(>;T> ='=c>a>CG=>ؐ=y=k==3_=Q=d=B=q|== b=4={=v= ==d==[=f=0}=7?=bV=ũ== =W= ===F=~=k>H>M~>->1>OZ`>Qwz>4_>5W>s>>b>>>x>Ժ>`>P$>MȔ>4>2>J>D>/>*U]>L|>>=>I>;>>->٣===3=I=J5==ɟ=Ԧ=g==+~= ==o==ʟ='=n=$ =Ҟ=Z=Y=w'==M=K==F=*=#===Ty=k=vN=|>>=s%==$=G=j=oI=`e=d=t}=x=h"=l==wy=N==uu=R==X%=|==or=s_b= ==uX5=w_=WSq=[Z=O=Rl=^=aH=U=W_=Go=J=@#=C=M #=OO=E=GҎ=d=g7=Z=]S=i_=k"=^=`0=QF=TQ=J+=Ko=U=V=M*=NS=k6=q===R=!i=g==g={=z={O===} =}=G===ؙ=F=5N==w=v=-=:=}=|z==Z={=z =l=n8=af=bI=odo=o!=c&=dp=X#=Y% =On=P=Yo=ZB=QG0=Q=o=ou7=d=c"=nIC=l=b=a=ZN=Y[=Q=Q[=Y0=X/*=Ps=O=7= +s=b== =+= n= "5=x=<ݶ=@'=8Z=:c=.)5=0u=(N=*qM=1%=34=+B=-M=B=D=;5==]=E=Fª=>=?=5q9=6=/<=0=8=9=1=2r="q=$p=!=3=&(='= Z!="!=r=L= =a=H=P=>==)4=*o=#U&=$=+u:=,Z=%O=&|;=g=C==*== ==Ϡ=G=Hwv=@_=A@=I&=Iq!=A=B=9=:a=3fe=4=:=;+=4*=4=Izn=I0%=Bo=A=H=GQ=AI'=@p@=;;b=:L=4e=4o=:y)=9p=4)U=3h=-%=-='u='=.==.{=( =(i=!D=!=cR= l="N="=p==.v=.K=(v=(!C=-{=-,b='='0="="T==e=!=!\=^=i>= =.=f=Χ=b=7= +iX= {=,=<<v==^<=z=:=w= H= =X=2=H=7=@=v=@)=1= d= + [==nWP5H5^PE5i5SI5^H5d5g 5)5 +5P5h5.55u55i5uL5Kj555a4i44O4UH55V454Hv4,4IK4΅64禲44O455VY5 c5n:5"!45+B|55"z525 4k55B5 +]5 +544\`44 4~4*4/4364%4zg4o4 +4_4k4 S44b4(,4ܻ455 +.4a 54С4444>4D4Y4s54A5>O5+{545H&5S$5>u5Hm5":5+x55"454P5>a5+854:M5]5i5RA5]J05t955h-5sZ5G5Qt5=5G5\R~5f5P5[ +555 +55".5*5h5!55 4Љ5958\55 H359535<5*52M5EU5O5;{5D|5 ۓ5) +i55ۂ51u5:5'u50 L5{5[e55!5l 5f55֬;5 ~5.55P5E55w%5Ó55S5߰5b5YC6T5(55՜85cJ5`565s6U5"5O66 +5~6e66!6]656'6,+66$s6W6 +66 b66m66^5*5뚼5،X5%55T5E55F5l5ZI5˲=5ݻ5剢5'5ڋq66G56\6 :s66Ǩ6r5_595Z556s55x5#5MJ5~5Fm5b5d5E5d&5qܥ5}5eh5p]58*5 +5z[55?5:5655B5H5g5555?5[5#5Y5/55Ys5cq5MQ5W5m5x_5aW5kU5B5Lj58r45A5UZ?5^o5I݁5R5$5g5u5^5B5'|525f5h~5rS5\5eU5|N356*5n̗5xd55 554$5}555ů555 5f5am5 515P5P52O5y5G5U5t555G+5N5u5585խ 555)5կ5H5R5^5Z5+5܎5b~5T55 5]55555v555{555a5!555za5N55255>5͹44m4 4g4/4a4ȿ4l44y4tj44k4o4L4!44 4|4 4Шh4ܨC4]4?F4q4[4;4>`44i04X4!4f4t4XQF4fM4.4M4ts4 4KQ4X~4>74Ke4fKK4t4Xd[4e44444u44d'4$4,O444t.4~44u454;4444?F55454ύT4U4èf4Β44lp4|4m5555585&fj5H50Z55<44 5 o5dA5l15 34T4£ 444G 4O4W4Yh4|4M4y446 4h4 4)4l=4+4zp4ք"4454444~4eT44$4(4844jd43M4>U4(:436l4K54X4>4J44(:4׭42424>54'z42U4e^4sP@4WT^4ds4s4y4ru4+4J4V^i4=q4I +-4c9W4pv4U64a4 +z3444 +,4X4'n4 434LF3Շ3s4 4{4{4 414޳5Gc54Z5Y5F &5 +]n5W5b4555a~55G4&5I44555 4Iw5]5%SE5,c55"x53P5:ղ5)G,50$H5N55 +2B5 5z~5%5&j5@5t&b5}o5f̆5o:5e55xs^5/5Z(5bYJ5MՀ5U5j5s(C5] 5e555&55H555z5{ 5 +E5m5u5D5{[5}E55B05I575>5Q +5X5E'5L@5,s535"l5(59q5@v5.955<5`*5g)5S_5Z5oB5v65a5h5G-z5M 5;5Ak5T5[F5H35N}4`4b4T4 4C4 44%4+44544s44ś4Ζ5G54}c45 G55_5 +A4廥464׻4 45j4{R4 u44+4S4&4oq444:4s44/444o 444w'4444b444n444444@4l@4K4x555:5?5$5*55 e55 C45=5~'555 n5056v5%5+C5 ;<q<<< +c<^;J;S;_;Sq<< +H;6,<;y;;W;;×p; ;2;0;x;;;;;A};3;;خ<;;;a;;;;K;ö%;͢;;3;;~;;d{;2;=;):M;3;JL;V;?,;K.Y;;*;; ^;57F;@P;+vh;5;c{;qd;W%;e;;XB;r7/;B;L ;X,;@G;L;e];r;Y<;eM;;ٷ;,D;ȱ;!;,R;;"d:;:n:u#;M;A;;;6;Al;,`;61;L;YV;A;L;";,8;h@;";6;A+;,P;6;d;U;};!;;Ǚ;;A;+;xa;r9; j;;T;B;;u;uB;^#;ܹ;±;y;s; +;};;Ʒ;®; ;;};;e;rz|;Y#;e| ;];Q;q͑;~*;Lk;X;A;L;dj;pt;W<;c@;;2;;I;+;;0T;5;};t>;oMc;| %;";F;w;z<$<&<<g<.<5<&/o<-_<<a < +<J<4<%n<<<=x4a<.ؼ<5;ŻB<v<T<U<O;8;;|;\:Z:q:0"::ȓ(:p: :j|::K/:0:::`:=:R:K:آ:#-:˛:;9: ::)z:Գ::>:':q::;6ow;@n;+;5s;KF;Vts;?j;JT/;!;+MM;; F;4{I;>n/;*P;3>;aؘ;mW6;T;_;y.;b;k;wވ;Hr;ST;<7;FQ;]P;i;Q/;[ ;w;Y; ;X; T;(ێ;O;A:- +;a:|:m{; 5; +/;B; ;1;;Nd;'i;0"v;Eic;N;9;B;rs;%;;%;;.>;7d;#;,6:;3:$:V:0:ñ:::qC:p#u:<:a:oX:>:::*:J:(1:Qo::ƥA::1:s:z:!:+:::o:^:-:Rb:`m:D:Q:o#:~:`t:n.:7y:D:+b:6:Q4:^:CX:Pw:J:>:}:$::E:_:r:m\:|g#:]4}:k%~::S:y:6:::v:":V;p:3:!::k:\:Y:/):}:͆R:; +;};]; .;;!j,;;:p;2:=:;n;%\:z;K:n:":::: 8: +:c:_: :|:9:P:+ +:5:_{:@::bZ:ӆ:i~:c:::tH:œ:d:W::Ͳ:˜ :̶;#;B;;?2;N;;;*;u\;m;g S;r';]o;;}9;;;p;[;;`;$;;;S;k;^;v\;;c;׸;;Yd;c;LJ;VZ;n'D;yU=;`<;j!;@;I ;4;=s;S-;\ ;F>;O;Z|;9;u;~;D;;;;gE;p,;Y_1;br;{wu;0;l3_;v,;ƒ;$P;y;;bC;q;Ҍ;*+; ;;2c;;5;;;R;;4;{;ۮ;;x;o3;|;ȑ;ϐx;0;Ï;֒N;F;C;dW;;;;r;$;@;*N;؆;I;;^;;!;t\; ;v{;\;5;$;7;qZ;Ĥ;6;j;X;8;A;,;x;F;Ȳ;ƒ;)ȵ;1;Z;' ;:I9;C6g;.c;7g;.);; X; +;$;+.;;!;Ke;TA;?;H;]L;g`;Pe;Ypx;3p;;s;(vQ;/;Cg;K;7M;>; ; :;̡;d;;]$; :: F:k:y:;%:7:k; +;$;x;L;+;2@; 4;'ۏ; +IA;;? ;h;gD;c; ;3;pX5;y;aϜ;j;;;t# +;|=;T";\;F;Nk;e!;l;V;^0:;@;1;;-;G; ;^;j;u;~ ;f/;nc;w;;v{;~ ;:A;A;.o;5;I +;PN;{62m656#6'6_66*0s6-=6"6%6A6D68y6;6G6JX6>s6A60(626''6*n65676,86/?555盎5N6ş66:55}B55x5 5F5555T6m6 +66"j6.96[6;T6 +@5$5)5$566e555U5 5\5505hP5!5Eh56g5d055(5555L"55]5ф5֪5Y55۱525Ɗ5j5I55.5"5 5Ƀ6q6m6 /66O6J6c6c96/J6566 z6 Q6t66i6"6'6/6D"6$\6&666X.6_6 6 2s666 365ܵ55Y<5,5a55\<55Q5ݪI555פ5p55ٗb6 655kS66565/5:~5,5&555,56um6x@h6j߼6m6z6}.6p 6rEI6`(6c*G6V6Y +6eZ6g=6[G}6]Li6E66tB[6u6T66wy6x6i6k-6_f6`6l6m6a6c H6L6O3m6Cn6E6QS6S>6G]6I{X6:G6KF6@R657666Tn6Vj6K6Lz6W|6X6M6N:6A6Bf68E4696C6D 6:6;Y6z6t6y6zO56Y6"6z6zg6n6o:6c6dr6o6ox6d6d66m6zS6z6%6y6%6y{6xy6o}6o l6d6d)r6nO6mQq6cp6bu6Yp6Yz6ON6O6Z?6ZG6P 6P /6Ez6EQ6;:65i5q5'5[5h55u55555S55C565V255o5\5F5Z5ՙ5^555R5SI5ʹ5~<5 5oD5v5xi55}5/5a5hx5T5Z45n85uU5ax5g5J5|555n5555{55l5r5\55x>5}5¯5ƐS555I75j5:5”955WT5+?5i 55V5E5z"575g&55'5b5'N5ˍ5%555G5575¦S5`5545[55u5s5553556u5u5`5ǵ58d5`525>56555@5#555,55E55555h5H/v5M55B5y5$5);5 55 t5 5j*55D555 G5-~b515"5& 55595*S5-5q\55y5!505"5fe5o5s5xB`5dj5iU5|55mF5qi5W;5[&)5IN5M5_5b5QU5T5 5e5uC 5xW5"j55{5~f5fDU5ik5X5[ +5l5o55v5[E555+&54h555X_55#y55P555/55\.555J55˃5m(5I5Q5S55̄5!5 55u55}G55R5Z +5g5hQ5j52|5͹[5,5575y5ٗ5ؖ+5u~55M5տ5575+55ʸ53F5565545+5 +55/?5F5755f555N5]5_55o5s^5w5~5:5ƛ5K$555#55 585~5`5F5)~5pa5+5+55}855ק5qT5sx5b5d 5u5wB5fDP5gr5@5Ց55 5;i5qG5c55x}5yfu5hk5iy5y#5z75j 5j415TF#5V5F5H\5W5X"5I¡5J595;_5-s5/5<5= 50:s51 5Y~5Z5K5LW5Z5[5L5LI5>g5>:515215? 5?52Z^52A5v5J55V455_5 +5eE5z5y5j +5i`5x5w@5h5g5e5F5555?55ZQ5vG5tw5f&:5d^5rQV5oְ5bF(5_75ZT5ZJC5Lf5Kf5Yu5XRp5J5I.5>ƭ5>051 51LF5=Ui5<4*50n5/O5VI5U"5Hq5Fc5Sj5P75D5B}5:59#5-[5,O +575.55t5*o5(R<|g<<<<)<<'z<`<@<<ح<<;H<};;|;.;ĕJ;D;t;K;Ϩ;n;;;6;.;;d;;!;J;;u;ڂm;픡;;ߥM;j;Ȃ;͂;ag;y;85;K7;ń;[<< G<<<#<&5<<Y< <e<<c:<&M<b<< a<(@<+]<n;s;y;W};]m;IJ;O5;c;i{;T ;Z;[;_;@8;|;9;;h;H;o;v;`9;f;;{U;Z;j;o ;?D;Ŕv;ʰ;h;nl;;;;j;$X;#;a;;J7;; ;;/;$e;';h`;ؿ2;ؔ;y;#;-;1V;;5;bf;Y_;;;;R;;.F;&P;u;l;4 +;;u2;y;; ;};H;t;;;hW;;;L9;;I;@-;;; ;;mg;<2-<4.<(H<* <6 <7<+x<-7<< <S<;C;/ ;O;N;;-ĺ-#--ݍ-J-6- +-f.u-.yS.--6.~. \--q-t-K-˙-U--r--.N.--l.Z-p.*.^.̨-.>g.N.Q%.Ħ.@.z.|/M/s/ /D.E.S/u/ ../@..Ĕ<..2.&.[..T/Z.g..s.;.즵-ȥ.E.}.r.-I.p. .Z.2.+.L}.D.=.$"y..;.3s.j.`M.=.-.V.M6O.uae.j...+M.#R,.H.P.C.:͵._c.U?.1.)5.Kk.A$..o.ti.8.-6.y.W.R.X.ߖ.(+.Ů...Є.i..t.- .l.h7.]7.ӡ.|V.P.5.y...\i.).и. .N.7ݓ..~.%g)..R7f.G.p>.d.=*A.3!.X@n.L.8.H..ɼ.w.j(. G..)o. .Aí.7i.,.]}.QW.}.o<~.E.:c.a-.U/Tߌ/P/r/m/K$/G*|/hi/bt/9k/\/b/+/]/B7//$/B=/=,/]X/W/7s/2/QK/K/|/u/{m//n/gߴ/w/;/o/[/˰/kH/t/h//[//0~0/ݓ/S/I//}/Ƕ// /F[/-R!/'//E{/?I/"f/t/9 !/2@/`/Y׼/M/wi/R2/K/oޏ/g?/_/|/,|/&6/ ^//j//Dr/=P/_/W/65//&/Oo^/Gj{/s/ +//\/q/y/$//M/;r/է//M/[#/> +/~/~l/u5F/@/l/l/b/7/ 9/g/w//L/://PV/;0G0!0)]0%Ÿ0w0 q?0" +50.0@C0;0Y=0TW0703U'0P&0K/&00^07|0'0M/]00 0.N0*:0F0@0%0 0;06'|0vf0q$e0k0p0kh0fU0Z0*0M0L*02Y0`0G03 +0l0Z:0`I0Zan0} +0wj0T];0NB0pO0ih\000-"00000*/I/0 0A`/MP/ۧ;0Z/400000+0[00`0 H0%^0 //_/Z/,/K/?/M/0ai0}00/@/00 +0H#0A10bm[0[d0;05S)0TQ0M;0 +f0x"00<80p&0h&0'070/0(ͮ0F&e0?0""0k08M010`'0X/0}j0tm0PB0Hf0k}p0bh/.X/2/ .~.t//-/()^/!A7/?y//7/r/E//v/(G9.Hv.R#..jt.ŕ*..W .ֈ/ ,#/|/ /}/o./V/ \I/Y/P7/wg/m/H5/?/cZ/Y/R/&////wz/+//7^/.g/PVZ/Fx/&"/i/=/4/la/bAq///W̺/M/u_/i΃...[.ɑ.S...B.././.ѹ8.̦..P..... .s._..<. .֮.O.8B.. .,////+/#k/:/-Y/'/&l/C/9/^I/S/0K/'/H/>~.C./ h;/P.|.Τ.r./,/C/4/+//5r/!/1/\/l/B;/܅0/0"0j07+0/0g0 +0'0 @/|V/pc/ /j/d/X /T/v|,/0/;/32/2/V/V/u`/R/M/B/ik/]Q/8/-/Qd/E&/9/{//o/n/a/75/_///b///k/u=/̡M00eE00fo/.9/0 +H0a/%//,/%///3/)2 2zQ3-3̧px7Fgij pq߲v2?2}3 s21E +P2,2S$33=3333 33m4E44Hr4B4 v44:QS433u3`43?33J343}3~43h4*4!.3$3Ԛ44#~J#~Jfx_#~J#~J#~J#~J +v2M25gY 1(0vf#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J|m?#~J#~J#~J#~J3j33G3o 32v|2V3U3963(\3)4=3T33zv3m?3wk2Lb2'3|?3V 1#p#~J228333j33n3K3,3h`3zV4}w4u>4*44lJb4bU4t444_94h4ʸ444[4ф?4Y4O44Z4Fsu4<4z4n4]4 4D4>4 4e4;45 Z5e5# 55֥4b5e5D5?5;.5aR5\x56E_505Vt5Pz[4"#405/5 e44ٴ'5r505+I5&05J65C>=5 \55=}\56;42P4'2c4a4U.4^4M4I4>,44Y444~4o24i4N4232424%3-+3^44 4a:4R4|(44Eu>474y4gƵ4C4x"4444].4 @4z)5/55/905(s5db5V5"5Զ4~4%444W4M4%464XU4{4O5!5 l4 4WF54%3#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J2H[#~J#~J#~J#~J#~J3 23wg3T2-V#~J31u34#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J2j#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J3v334^33n3zy3y3Ҫ4)„4F54W;4H84 449D4*r03S3-u3|/3FR#~J#~J3qO3I3 o3HT44 [33[3'Z3ᩒ44|4q4%L4j4X:4(44Ȯ44<4㘝444+?47}4H24894|(4g4'l44U%4Dw44/4D4A44wH4}4Դ#~J#~J#~J#~J#~J#~J#~J#~J3dX3a 3 +3B9#~J#~J363xyҴ#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J4342ȼ4 3344k4b>4N4445{575_5{5t5w55 +555x55 9555mk5ek5d54Y5]5Vb@55{5555W575dp5c5R5tR5(6 M6 S5;5FC6666"l6_6:M6566zs616-I5i5ӈ555S55L566 Ƴ6(6$ 6 766u6MM5N5F_5r|5h5>565_5V5J535S055b?5zX5q5N5.L85&d5Mm5D"555;U"515q f5em5x5&5[gG5Q)>5Q5t.5 655%{5խ?5Z5"5(5Ŵ6X5O62565>5E6 +65,655N557555Ժ5_5Ґz55W5m55U5,m6T6O}6qq6m/6J{G6F#6gk6aC6J6|686vn66f6t6'6A6;6[6UV65616O46Iy6z?o6s,666lA6fB6666X6e6ϕ6zF6}6<6ƫ6T66i|7f)7Q6<\6;7`6W6(66ϰ66N66L56_<66266ە6ʜ6V6?;6sP6*o6%b6CUC65 O55<51i5 ݺ5r5'x5C5"5HE55v5u5i5]<5D5(5*5?5ˆ5vT5555\5P5n5sl5D59'5f@5Y]5v5:Q5`/535p5~554*4a4Ϫl4 4f4J4? 4;+4x4c5>5 l4q4215_4vU4w4`)4 44K$47UY44f4 4)4)4W4m4445-G5#p5L5?5ʘ5,53 5(5o5`:5X5B5S5F!5v5g85495]5445%4595-5YRc5K5!5і5> +50556z6L55565W6$66;N636t6Z6,`6$}5f555>5{5/5h5Ry6 +6466855&N6 76JK6U6LX6s6i*6D6;6^6Urn66e6|6¤6}6r6663#r6*6Ku6C$6"B6f69&61 s6h U6]6=6{6ShM6H|6p6e_5.5I5S5!5[5B5YE5uq5Ke5E5-<55h55 5ӦN5})5nF5&5ޤ5^!r5O5v 5r5'5 5Z5d55m5]D5#86?6 06'v6Q6{5N6L6 6?65!m6Y]6N,6,hM6#D6DzK69[55ؿ 6[575iJ55ꦜ5616:$606&6g5!6A6ؑ./J.Hǩ.< .1.e|5.X r.W.v3.K-z.>.h87.Z6....z..yWf.v.cn.3#E.LQ.@z.j/.[>.D.z.M.@.k.\.\6?.t..=.r..j.0.v$.GK./@ /".^.Ӏp/..R.I.A..U.{.a...... +. .Ǩ.#.M.@4.kq.\.{g.{|.M.?,.j~.[>.,..;..0H.z.7..Llz.>m.i|.Y.x.x.J.<.gI.W/$9*/x/:܃/0Ac// Q)/&/Y{/T/H|J/q/c/fF/2l/0/ +/(A////{,//7/t./fH///"/x/d/C/ik/Z/U/V/Xz/K/uc/gV/?0S/3k/Y[@/L/C/d/o/*W/vV/g/7/.J..+.D.&.P.o&.S/ͳ. // +l8.X.vR/.!.f.r..2~.Z}.vZ. .._K. ."C..x.<.ĸ.=/(9 / +/?W/3H(/y/ 6/'6//Y/K-/w/g/>,/2/X/K +/;.w/j/.?..{p.{/&/p/=/1Uf/r//% /X.Hc0.eO.T ..s8l.E~.a.Q.mm.4..,.p.ov .TQ.:.B6=.^ +!.M.}.k!.>o\.Y.Iw#.‚..ݻO.M.$.#..%..//x.ڡ'.#..?..L.V.S.x.fJ....\.@.~.(U./$..].:C.T.D:.scL.`.5s.O).?W.V..~.[.m.[K..z9.0.JS.:U.g=d.UBC.+.DM.4#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J3#~J3N3#~J#~J3ڶ#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J4"44P45 +45#5E44,544x֡4Y4b4S4?D4$B4p\4Q?44V4z4u4:~44]4줴#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J3k#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J4 k3J46ۢ4{3$#~J4Z3V4f|=4I47f4~R4/H4 4]O4A#~J#~J3y#~J#~J#~J#~J#~J3*3i4%Q4 N3T#~J3<3f10A00&0E0y200:0 +1901a~1 Gd00'1 +1Q0(0X}0ι0K-0r0{0Ş0,0)p0 h1g90L00օL001"1 >17 %13p111/ @1*>1Mޘ1Ir1gcD1bk1D1@2v1]K1Xp11"1& 1"?J1 21511W&1;fh16b1R1M)11Z1,-1G1A0v0h0200T0>g0]0_A0''0ɽW0ꨆ0q_0Lw002x00)!0.0x000_0D00]0g00Ͱ0w0 0B]0H0(1.1 ;1Т1BB0Y0:1 211'm1"P`1<=16M1-1 10"1*0]0߮1(00לE0ϚO00111 61%81{1111'11~N111x1r1}~1.1<11N1c1sn11X131l1fv:1i1Y1`6+1Y<1{t1t1G1f111.W171DP11I1s1P11b!11B1֛S2q1k2@2 y_11F2 U2G1y101Qg11K71V1w,111h291181|1'1F1S1MO1mu1fB1F:1@'1_1Wj16k1/:1[H1O1zHb1r/1U1w1913D1Pd1I^1,1&1B6 1;1j1b 1IA1}41Z'1RY1t +1k1V1N1Z11A13S11s1ћ1W1V1Z1 181X1T1&1*11211&1U1'1xb141RK1V11L1c1~0v:E0lt0300bT0YY0#0u0/0˨00$8000F100P 0F0k!V0`?0>05N0V60Mk0&0~s00`0r0gF00~0ǭ 0ة0{0.0 090ςm0G0O0p110\0!1W0Lc0000a000W0|0ֹK0̀00eo0x00D+0]0,ь0$0Co0: P0%001m0(M0\0RdU0yy0mJ0H30>P0b30W0 40<0^0//,[0004k0+xq0LI0Aٸ0"b007"0. 0e0)D0x0]0k"0r00[0 00ɵ0M00`0'0E0f0[0?g0wIy0O0D(0j0^401000R0WL0z@0C[0{1 @1 ?14V1- 11 1&FN11J61Bo1b1Z81:ĉ1371Q1I215111"1g=0[0w1 +#11+̨1$1@m18W1e1n{10T1(1~v1t11&1k(1ac1^1}1A1R1q1O1(1@1A+11Xq1OW1ry1h1Fm1=41^1Tp11K1>11yw1n71+100؊J000F0Oi0*!011 )1!a11'0~1V1 050I0&X0ǧ)0=-000 +0t01:00Oo0Q00㡮1531,>1KP1B 61$՟1W1910?L1c.1Y 1o>1s,1O1E1h1]1`1f1'1{1f0&11ȭ1<7121S 1H1*1!q1>^15$i2 @222S2/2[=22+2' 2GV?2C 2^2YcU2> 2:[2Tq2O2%2`Q2# 2q2 +X22<2m[252152J2E{:2,2'+2@G2;`2w22r2z2G2l2g/222222)2Sq2Y2|262a2[2{r2t%2V"2PJ2nJ+2g22<22":2|@225 2< 212 2 C17 1f2 u22#23E25 20]Y2_h22+l2%1U1Ц21.11e1D1B22 +B2 D22h2Z22PH2Jf2Dw2aF2Z<2>282T2M|e2z_2sC29212k2d2$%2~+222,2F2@J2&j2 2923:2]LB2U2v 2m2N2G2e2][2P2h22~2c2D2 22[2▍3/2߂2ݮ2ب2v222^2252p2 2R2wU2Ӈ2N62B222ä2ާU2ؼ3 a3 +;3l3fP33/33&3,[3)o3>L3:3%F3" 9373232*3R3 2p2,3F33Y33.3*3&33&K3!22%2222-222;k22B2h2PK2 2Ʒ2S212722'292vD2c22Ze22 2Y2r2 2]22V2ⵏ32D2 2a2}2#3]3 +3#3%E33633A2ζ^22 2tf2n22&i222\3 Β3]6223(2.1C1D1@q1111Ν1y1I1u2 X231 1ݹW2111YT1J1xd1n1`11w1^111F11~r1$1X`1t22R2,H2&e22 + 2 2c2@\29I2V2N*22L2+i2Fl2><21J}262 Ƴ11P22 N2$;2`27F2/w2q2 m2(#2!1111f1G1xY111111o1^1R1N1ݱ1l~1`1h1{1UN1K1o +1cy1(11D1`11~.11R1+<1D11B1˞1:1B112 +2221t12 ;r2̆11@G1έ?1Ԩ11]1I1 11ۧ2.11 11).12m2e:2#2~2\2T332u12k2M2^2B2Ӟ2 &222Q2K2C2b2Y2;232P2G2{2q22'2gߓ2^=\22v\2OO242ǯ2n2rR2#62&22422W!2 2W2Ŭ,2!2گ.2B2ϥ2a22b2I2Qq22N22[2*2`26j2292,,2$'2?uo27#82G2%42/H2':2T2K92l^2b.2B29}2X>2N8242w2li2214V22 b21W2)e2E!2;2! 2A2352*vu2*2{2w<2?2p2ea>2.|2~1222V2~2222@2X}2Z2P 2s2g(2FY2=t2\2Rg{222o2T2[2u"2i}s22tb7?7R7){7&Ve7t7 {h7"77?7:7V7RY77172Х7M7H7 + +'77@7F7Ϛ6v7!n77.;7)7Dz7>7%7 Z79Z74u7q7l7L77g(7bEX77}777G77j7v*7Ă7(7[7VVh7wU7p7Q7J7jY7dw777}7[I777a76(67 7.66$76ٺ7؅77/7)77H7%-27B6? 6͸6 6,66S66آD7 M77AD7-6m^677 +7D7?7]>7V}79Z73O7Pk7I#>7x}7q1<7787i7b=7K7~" 7- 7'QX7B7;7!b775I7._7Zl7S2x7u7l7K7DYp7e{7[O757j67)7VC7U77˕7>77_8)18Y7;7a77<7777[77o7'7,77*7l77S}7ȋ7擿78(8$8&|H8#c8O8 ?88i8:S86]8P$8K828-8F8B +8F8g8U88788 z8)̡8%sn8=88ץ8!78[838.&77Nx77v7U7p)767+7ƒ7J7ٳ7 7x7{~7Nj7ƥ787$77Z7H7w+k77(77g67ũ7m77777>78Z8(7N\7878'8a8)8$888 +8 *3877T;77HV7a7k7q7״88n88@7'7!8 +8 6966-61o696H6\66몈67f76y6Έ66566k66g68666E6š6[6S6E6d66`6a7Q7}7(T7"87 +;77 77<75w7TW7L7.:7'Q7DH797}77h77\7j737N77m7D_7'777ßW7)I7"|b7>v7677j7-p7%67U7L(7oh7e77C o797Z#(7PN7 7h7`76]6Lc7I7_70u7(7EZ7<7>7<73Hk7*57;7S[7H7g7u7iz777D7i77K7D77577^0@7S 7y 7l7Hv7>7a7U|7p77E77|m7o~7>7?8h#8c 88}A8^448Y"g8x)8r?8X88t888v8.g88S8NKV8lrf8e8H8C, 8`8Y888 +8?8z,8rG88v88 8/=8&88o8r8I8?8W88888#8U88q8388S88u8|8e8e88ܔ8r88!8Ѐ8=888S8M82j_8-n8F8@?8lh58e(8898^G_8V8w8pI8&_8!ɻ8:84#c828~R8.A8'ݵ8Pu8Iv8h/8`8A8;ɇ8Xג8Q_88vl8̡88g8588k8S8'88838'{88R88zb8]88q8i8t&88+88?888$k88"P8Cp9 999]9ڽ99F9'9)כ9&.T9 9: 9SDm9M|94/90O9HD9C49i9dH9c9|I9^9X/9uӢ9o,83878f88888w'9 499Ph9.}9&89fh9 %D888݀8ՙz88Y8Ο78ǝ~8-8+998l8n8z8)9+B9&X9=F98!C9!b9U 929-p'9RA09L9hi9a9F$9@O9[[9T99M +9'D9"h29 99(99:HZ939M9GB9.!9'9@ڼ9:`88 !8"v88N888848-8IO8A8'!8 8:83+977ʠ8 +Jd8$77M7M7S8<858,c8%H8 ̩88_ 88`38XKu8z8q8PZ8H8hO8_88l8F:8 +8G8xB8@88@"88@v8U!8Mv<80b8)3C8D~u8N7778!8&84B8,>88 >8$88I[8@L8`O8V 87jF8/Xe8L8C48w8(088-77f38Hq8S8&*8w8:z8188.-8)8!\8<888 8C8U8.L8y8P858<8%8.j88܁8~88%88888Е88u8|8˫V8>8j88q8q +98x99 788699s9"@993jg9-5.9929&9 B88/8<8v88j#8r8ݜ9 #9b"9099E8 99>8y8n/8)88c8Y8}18r5Y8j7888g8>8_8888O_8E8f8\:8<%828R;8G]i88tw^88AB8i_8^L8,8vަ8P88ӵ08888O88B89b8<8?88i88888.88-;8_8_"8828)n8 ^8ϩ8P8eQ8ſ8c/T/։s0'/ +T/y//l/^00 0$0(0/0K0 +//=//// /{m/z///wd0/HR/̒/C//%0:+00 0RV0F0&E00;01g40m|30`P00}20TJ 0Hoo0o0bO00 _ 0'NT00+z/U0f_0 0=80200U0IJ0'*0;0=02e/K6/L/2/P/v}q/f////` +/̜//>/g///W/I8/u/e/<:///U/G/ y/C/5/p/s/b͞///A/وs0)d/J/Z/)#/ +i/؋0^0 Vz0'0]06/%010 +//i///w/T/d-/P/ /0Z/GS//\/㐃/԰0^00>0$P0+0\u0b00^00׿0M00=0I50}0p0c;00-.0V0I}20q0ckv0/60s00>020B 0{0 0R0[1V@1(0v0͚20 +07J111+Փ1"1 Z117]1]0700Lz0v0:0a00ƒ0O001 J1B<0{02090F0={02 +50U50I 0'$010/hګ/Xw/0Q/$0/I^/:A/#/u//iT/dZ/T/Z/p..r.K@..҂. ..:..ٝl/..W<.%.b.$..s$...`A.N.K.luy... P. .tv.../WO0e0V0 ?N00K 0//0z/>010%0HG0:;0&Y0x0-0!/}/k+/@/d*/Z/I/wa/e:2//8/)/O/D%/g//aC/:/,/T@/De///5D/'̳/p./^//|/N2/>i/i/XS// /$=/f///˲s/0o/00 ~/X/Ƭ0&/}//O/6;/Tw/p/u]/J/ `/B"/i/,//+/~//?1@161W1L1-1#1A171qt1ea$1U 1`i1YZ1M1sX@1fo1C1?1-1$.1 + +o1.11!1B~171Z11N1-1#}1B171W#11k1-11 1.1-/11BQ1Ҹ1;11t111t 1f1y11Z{1Ma1sG1fXV1w1L.1Z111d1к1f10V0J1 10K0>0m0.11@1-A1#>(1 1110'00ט0`t0*0'o00E0$J0Z1!0:0L0,001BS161YP1L}1,D+1"i1@151s)1eR2"2]M242+~2^52SL 2vt-2jf2H2>2^2S2Z2 +2"v2.2P22 +24*2+S2H2>;2"?P2p241j2*1131q11 +1~F111F1j1a1ҥ11:7111-1oM1a 1c1{1Su1F1le1^1D1qm1|11 1x1bh1~1f1݇f2x11101I1w2( 2 "2!I2i2t1922p11Ë1Ώ1º,1c1W161@m111͛2z111 _11 |1Ւ00j000zH0q0¡0/0N0QD0pB0M00>0S`0P0a0R0~J0mC%0f0V?000#T0F08r~0[0q0ջ0a0_0O0{I0iJ1:I+1.1P]1Cf 1#]1*[171+t1h1Zr1 +1t1LX1?]1d1V\1GV11 o1060)1 *1-13a1'1H1;U11K1/}1#1.13B111w\1oi111O.1P=1ȿ17191m1W11`31Q1zE1jE1D3m17X1["1L11o11m1tV1d1[1000800)Z00+0Ŏ1Y0#N1j10˼0{1'v0K00D00 +0X0td0S20D00&k000\0>0001+7b1F1?VP1211 +t1&1O1Uu1G~:1nb1^1:%1-1Oι1A1R01}100 +001!x1J14^1(K\1 ,1^*1t1l6 665q6+6 | 6xt6 z66N~\6C]6ks?6]m67v6->?6Q>p6E }556 f6m55sH5{516" 6n^686.J6 6߭6"66j6|76B6e6m6_6w 6~6я6=6L66-d666s6RH6E6o7b6`69`#6.6S_6Fr"6b6kE66P6o6`66E5U5a_5515}%5G55kW5?56 65m5[5bE55c5w5pa5ly5c5Q5'5t 5~55ѣ,5– 5 5Y5z5k6"6{69W6.R6 66"X66SL{6E6o6`^686-E6RO6D'55P6 695˼5<5װ5ނ6! 6X676++6 +6M6-66⚱6 d7;q66Ʌ6U|6~6׷7ވ7I7! 7A7g6?7)h7 663 6ʥw6-c6_66b6]6q6P7"6=6 }6Em6B6~75n7+7K7@7#,74j767,7d7W7cy7qI7L7As7e7X;7-7 +&7$27G7n@6Q7R"7 +,777-67Mx7Bv7$D7777-66W676`6n;6_63`6}R656}66T6_63;6[:686P#6Cfv6m>6]34656)6Nu6AÅ606{ 6i66k6[6u6x6S67-{6]6716n6q6ּc7'7 7#77675}7O666è6l6D6LN6 +6?\6t#67626a6̸6o6шX5@0(5/r5`5Nǁ5!>5g5=U5,T5($5qh575m5] 5K +o55l5̱4E55`4ٙ4%54_59m5(5Ye5F`5}5 _54S5$55_5zs545A5V55535ڻ6h5r5ɧ5545f5}B[5g5/55S%5A5w5a5H55Ţ 5 5݇5554S44k44[44sw4!4244}g5r54?4J4i4 4S=474B4gL4z44I"U4-)44424u4}4[E4485/5 #5NPi5<1h5K5|F5*N5 5qab5[5x55H55ٸ5j5U*4h4Ғ5 ֘4p4444| 5$,55A5/h5d +4_5>56663&6'6u"5E66l6L)H6>6g6W616$6H 6:ڔ5Z565i 5T5s5 05ͪ66 6.qy6 6w56/666t̖6e6q6d6T66q6m6Ǜ6h"666C6g~66E67=6_6PY6*k66B:636~`r6lǑ6~F6i6[c6Ku6y:6gV525#5e5c5RM5xq55G5r5;55/5D)5=5~595b@5N55p5;-+5)_y5Z5F5-5+555~5ge5K5Ⱥ6Z66&G 65K5ੋ6 S66<Ժ6/pA6V6G6!?6L676*5͗t55[c5 55Y5TF5[=6a5=B6V655@6 57Z7t777na7sa7'7N7N7Y77777Ww77f)67Y7"7s7M 7BV47fO7X<7r7k`7777s7x%7Z$7ܐs7ѼD7776Q77Z7 8 -8=8@8_77P8 87ɺ77Ƕ77$7H7:77N7 7R7-7ǜ7727f77_7,7M7A7"'7!76c77+7e7XG77rܴ7L7@7d7W77T7!746z(6>Z7774 7)7J2=7>?77W73 7'777P7( +77p77C7@7ч7ƿQ77h7Bz7 +'7ɠ7c)X7U>7}67nd7H?7<47`*r7R77x7<77zP7ky/7\7y8*8!8=Ѭ838T88+8"c?8S-8Hy8kjG8_z8>u}84^8Se8IRg8 f88877RB7x8 8_98+YZ8"NF8>84a8A8rq8+8!ש88xi8LD818l 8_28)8xh88S8+8A88~88nO8S8I8l+#8_8>e83$8S[8H48$M8x!8)88k8^wU88w7:7/7377uM7bD7798 K0888@778wK8z7G?7[a7ð 7777d"77ٗ777'7d7o7"7nM8*:}8 8=W82888(58c8R 8F8jYg8\8; 818P}8DT8 7L8*88 '7dx78I7@E8&8898.Ј8/$8 W8$e:866[6:6#16866 67 G7Z7@766+7 +736}6 +6666X6;6*6M,666 6O6E6W6o46 +6%70w7%7EQ79d'76X737-7#Q7\7O7v7g7B76&77X7K¥7=67G76eH67lB697*g7c7>72[7y7 7&̶76r6a~66l6Q6B2;6mC6[b676l6 (6O6_6x766!n626%[6J6;66 +6.6_6fӉ6U$6'6qn6EA65y6^16M6>666O6666767!7HV6y666RG6#616/66|,6i6Y6#666:6?66p646P7E7h17>7Ӝ7s87d!7u7~>7T377Vp7z7 +7,777U-7Gn(7nZ7_#e7: 7.v7Qh7Cky7\7yU7P7<7ie>7Y7X7s97N7GV7 7`7y 77&7ÆI878}87r71\87 77777G7,B757!7$7 777 7p7Njz7Y7#I7n767*K71777mF7K7>/7ci7T71?7%7Fs79&6+6at7 +7 66?6]6,777,7 ڑ7qL67, 7 K7~K7mLc7n7b7]7O7wi7fט77[}7%77\7I7477A737WS7Hr=7'mQ77:7.a7p37`377y7Qq7B7i +7X.&#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J3#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J.>./>.Yt.Hb.!.8F.)X.x@.d..h.Rn.A .pr.]M..1x.#U.Ka.:[..+p.@..6..,.\.|.:.7.e....;..{.ˏy.v-.hY.Ux.+.s̰.C.3._.M.R!...:..jT.f..%.$m."/.<.,. +k5._..Wk.E.u3.a$.5".%@.N.=P..׳. +.-.C-.\./FW.j//.K.Ձ/R.q/0 /"/G/8/&/ +0T/*Pb/.ď..ʞ..G ..q.#b..j/y/M.ׯ.TW.c.H/bW/Q{I//m@/A]/2`6/[a/Jq#//i//z/x/e///$q//:/,k/ }/Z/x/d/Sˠ/CBC/p/]ms/3/%/L/;.O ..i..l7}.XG.d.w$,.A.c.π2.J... +..F_.5.b].Ou.&6S.A.=.-.6".l.Q(.b.X.Fx.wh.bD../0..H...0/ph/ 2g/- h/3/./a/L.%.{..C. D..0.O.9*.]:.s.j.J.o..A.-. +=-..8-٩.-;.5.% .OL.=V.. +.-S.^^- -ɞ--..K-ҁ!---ۭ.l).Xg. .vy.E.4.af.Nu.h.&.ع.'>..kuU..).%B.Q.<.,\a. -LJ._..WE .D.ui .`W.3.$ +.L.;7z-=-q<-&k-v.--I4-J -S-a.j..*.--z.>.+-- -s-a-λJ-B-a-WH-^O-u--j////#g/}/R./k//D/܂0{////\/U/Q/z///gV/U(W//q/////K/s//00 y0*0`0/y8000@02m0X0H)0%;00:0,@/Er/R&/_/]/f// /ō0 n00]0Zc/,/B0**//DI/4/^|/L,/&(k//00>Q0Z0c0+0/{ 0d0 "/޳/E//r0%0.U0:}0,T 0 \ +0`0d0/*/z/H/p/8P/]//`;/^/ui0VW/u///H/ӎ=0Qp0A80ki0Y,020%0HU090 0t+00E0a0PXB0}0i0Fp0 b0+100Z/C0\00@L01e?0WD0G)0#0070)U..<..4....^/^<.iY/:/.׿.š..&...2..i.Ux.*.sF..:.͢.A".y&.~9.C&./%0P//;*f/+M/ .ڲ/ //S/B/o /\+/2/#/J!/9z.E./x..ÿ6..@.l/-/ 8/*P/.$.//.B).1a.^?.Jw."e.:.9?.).}#G.g> . 2..S&.@.pz.[ .-K.'_. -6i--H.R-Yy./W. ].Hh%.6F.3..-O.Xc.Ej... .5.v0.`../x8/x2//%/d/Qܪ/0/mA/5/_/¬5/ E////=P/@ /0"/Y/G/!`/M/7,/'/v /a//,/O/=/jW/V/Q/ //6/Y//;/,A0 +յ/u00N/:/YZ0A=/\///N/;//rY~////3//ͶF/e/0/4//ҧ./$/ q./.&$/o./. +/o9/DW/4N//S/%*T/;.Q..ӟ.U..&.[.ǝ.<.ߪ/ +l.K.~.V.>./^A\/K/z /f/:o/+/RH/A0/m//W/6/m#/Z//u//M/0/"/./D//G0/6/ae}/NT/'/Ri/=/-$B3ٚ)3N443h3i#~J33J4?4"/4p'o4O4x3:434#~J#~J3qJ#~J#~J#~J#~J#~J33Z3 303TD#~J33|u4v44jt44bL4DX[4s4vp4ج4&5144)44ޥ4`4'W4 4T>47b3344ż4Pq4g*4o4AP4G04*4{-4X|#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J35@#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J33Y23Ӯ:3[3yN#~J3;3:y,434:4j`334)3ݴ#~J#~J2񄩴#~J#~J#~J#~J#~J3]3!$3M3=2#~J3<\285$5 ~V53j5"44-5p55RN5>Ճ5ur5^V5,z55JuF56E4(44J44O4_4r 45 @45%O574y4ǝP50D45C555XS5k!5V,5HF5yK5/5OZ5Bc5ɱL5E5L55E5AO$5.{5bQ5L5e5 585&Ԃ5p5o 525%5XD5C +s5|5cX4ji4J44~04-`4Z4Z4<Ⱦ4[44q544)4l4l4S3N3B4A435<3_M3צ34K4.M4x4[43g4=4ˑ4Vk4`K5l5. 424[44t50 +5u5NE5:[54o*5'k56Z45m4`y4Р4F4m 4Kf4s4S4I4\5k4]4~4 4Z4YP#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J2tRѴ#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J3f233;b2ݠ#~J22m733n4$33]:k3G3I3'#~J#~J0?6#~J#~J#~J#~J21P38Z2F߱H<@p2`z[oH4-4gM4[T4C60Qk6 z66!65W5d5̦W55[55s555k69c5m5G555̈́6Wk6Go6t6a676)sU6PkY6AA6½6ڹ6X6!;6lt6Y66v66 s61F6"M65-6g6 6H686c'6Q6*sY6o6A6175p 5YG5|5}#5C50|5dP5N5555055q5;5M5|55:o5'o44R5575Y;5C|y5|5c50575M$595ׅ5I'55,55"5͡ 56 ]6K6#8E6{5?5 6255U55t55pl5XZ5?5{v5ô5R45Ꮓ55555,6@n6 6-6|6W6b6%.66o=6|7 "6F6ʆ66ށ6&`6қ6m^6 6u6Z%6H6vۘ6d=66"66z66C667A7rQ7"u76i67 t7747(7I 7;y777.s7"n6D6;656‘646"6627673#7 V6B6q7X6686*dA6Q6A6M,6 616"t6mw6Y6L6vOr6HL68!W6cX6P625{66`5{(5'505ߥ*6)M6h@6@=60l6 s66!M&6.6?66,6+6LE6lK6@6X6w66ђ6%6,66A(6!6X6GL6t6a$6696'#6Nc6>66~6ʺ66i]6V(6a6q4pT44M94ȿ4w4w44K5 4!5&54௓4ƥ546o4i4G644zw4(4 A4Vi4684=44we444d44 5Bj5.l5b85L5t5 >575$5~5n.N5=?5؂5VK5@cO5x$5`4pX4 5%5.4t4I44Ϋ5-`5P5J*555 +#4}5" 58-3役3z4T3)l33J\3H34D4%4v:4Q43ߖ43@43/23j3#.#1S"L22P3;3Kg3Á33A(+2}3Xp3_s4K48/44$4aC4@4D4p484e5f4孎47$4G474G4! o44M 4.334 +4Y37m4!4[z44#4;744i{!4GD5;5d5] 555555i56\5G555ܲ=55j'5Sz55u5>)5*=q5\5F50155 55 5f 5 +5U6F6 +}6.6U556g66ER64P6^&6LX6%66:6+`5r555S55I5Ħ5ɬ6ݨ5b6 6556 `5鬬555254 54g5485O5:5qm5X5' :5L5Bor5.&d444ʌ44)4yQ4q4u54T5-5 `4*4m4V4ֿ55{C555b5Kj5[5k5=5$5;58-55t^585r565#m5S5>=Y5 5m5*!5:5uY5\5 5D5F 51)5eT)5N[;--=-n-p-[-tE-;-"n-Ԁ?-r-ۺ-x- +-&-7-q. +-nO-B-) --L-~d-g2Y--kG-R -pE-Z->-D-}-Q-N-z--\...4 .$%.0-4.>.Ms.L.: .i1>.T2.*t..B B.0-ْ- -J--3a-G-6-HN. .&.!B.-Ӳ-DŽ.-ϻ-FU-c-N؂-TE-l-;+-* -WD@-C+-16-!JQ-o-Y--ca--vn\-_-- 2-‘?- --- -x--K-K|-8t-h-S-'-v-@S-.?-/-r)---f-\-H -{"-d)..qT. +.gv.\i.IN{.z.d.3.e...e...~].7.'Q).P.>Y.y/. +.-.$.m/ .X[.#.u.EM.3m.`$.Ll).Be.d. J...;.V.q/ E/JR/u8/.u.i/.tD. .c. +V..~h!.h~.?M....ݜS.ʀ.m-.3..n- J-h..@X-A-- -٩5.#.f>.:c[.)5.-r.. -- -#-T&-)-.-U-JW--͏*.--#-ML---=.S.A .p;.[#./$. iK.G.68..S.xC.@i.ͽ.bC.N..j|.-./.&.e--%. m-e.<.+S.U.C...1."2- +m,Ve---a,a-5-%!-O-=-]-?-+X-S,׾*,!,z,཈- ϼ-ԅ,H,L,,Ԛ,>,,e,N,,l-m,-X2z-ͱ-w-D9-2@-`-LHO-)--B--G6-i_-Z---"^-*-9-({-,-- -TD+-A -rZ-\~-/-3-H-6z-?-=--И$-ҏ-۶--..[-;.9./- w----9-{--i-d-P_-A-m@-S-S-]- -[-t-K-9r,pv,4l, ,,2,W,ј6,6-,--W-%-,,I{- Xz,,,&!,+,j,yBJ,b{,Y,0,},n,Jl,%,$,H[,,!-=K-,-Xc&-D_-$- +-3M -#6-v-`@-}m--L-:Ff-i&j-Ta-,>-(-@,Uf,,D.,6-)u-x-Aw-0>- - - -J0#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~JQvn@<#~J#~JgV #~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~JpZO1W 7K2s` 03I2;Ei1֞A} O_GLmC,#~J<> '7n겚ֳ]d%N3bH34h 3P3{22Kd3S3 _4*3Ͻ4(8B4 +33p33 h0H21}MH沫43(F23x3CM2";ñf 2[2}#~J#~JR#~J#~J#~J#~J#~J>rvEdZ <Ӵ#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~Joz#~J=ҳd=oг.+ݧZTPz(`0愠:o(E(hn esӃ,`VjZֳ5[[V>+۳zuM4Tf44X4H^4bo8483iD4B4!Z4!4s44yq4qU4MkD4343$34+3#(3a3i3 34.4154Z4:A3k34#3_4%4ʡ54ي44/4#m4f25.5 585%;44{95O5@4Q4g!44]4F34&M4v4Q{4а44H4͔4444w214352 +W2MB簮`3j3Q'3u3/3 #2\3n 3&*$^gj;Lqq.iI<1m2]2m(5zÞ"4 3424353_r3<34^4>"4ݫ4l4.4a4I4*c3@203 3[2q0}oB3^23]34 3h^3y=3.33Ӵ#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J4n΄?#~J#~JǮ<ܳ4Ք<ƝÏTЗ#~J#~J4#~J#~J#~J#~JG@|LN a#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J"n#~J #~J#~J!0#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J \#~J#~J#~J#~J#~Jݳ-ֳcسRڳa).T +iKyȐ +EkD ֳ| na$vP͈гW`<ҳ͕޳ \Eکt1}Z V6xZ߲٠2Q^2;3H{3w˱ Ѳr23a |3X3w[3n}B3,i3%3=6363dM3 m3/m3(3P3Iu3e3]63AL393T3LFe2~]2)2X=2,2227e2y25U23 2,l2D2Ӧt2W-2D2[O2ջ22622o22(2G +2'2u2m42J22ˬ&233J3 3!<3'3͚333?3253*3Dn3<3#x334;V3,2`2룆3\3m22ր2-2/33G3%I33Х3,33f333Ϯ3h3Ժ33O33+03F3y3lN3o333.3|e'3r33a3i3`3N/3v33Sa303e3 3V3Z3h3A33匤33 +3&m3eb3k3%34^4c3O3033 +3^3J3Nj3C3~3c33w3)33%W3^36}]3.9a3[h'3QM3p՘3ff3H3?q3\<3RX3>333I$33333033̢3ē3N3j3u333|33 +3q3fA3u3}!3y33a3B3>333#4`R4\4tT4oC4XM4S4k:4f{N44J4 +4o44zx4B44Oi4Jќ4a4\4F%4Af4W4Rw4u8w4oۈ4&[4A4jeY4dT4~4x_454g4B4=w4{44K464>4474º4P42)4 4k4y4ZK4[4C4,c4[44[4i4 +Y44K4ZH4|44m4<47d4ME4H42چ4-4Bt4=f4_:4Y&4r4ll]4SӋ4N04f<4`:4)4$48424 43C4-[D4(4HI)4B~x4Y=4S4<464M<4F*4$4[44B 4z 4sQ4 +447444k44*4Q4A4l4e4ci4yyC4_54XFS4r*4jފ4=S4M;4Y4*4\T4~ 4c4%m49c4{4S4Q4Ξw4ʣ4,4544J(55:44G+544Ǝ34`4ֆ4 +444w444^4ǧ44\44_455o5m5L5 65 G!55 +5'y5$x54$51Z5!55. +5*F55F5&5 54N5 +5555'#5$655B5 "5Hz4a4j44NH4o4~4y44.4Ϋ4+44|;4A4ل}4`4[ 44\446446444?4Cq4Ș4ng4$44<4|o4^5Ǐ5U44Q4.4k/5R5 55H5#5e5w5ȗ4ގ4z4!4kb4b4J 4;4Y584x45 q5WZ4yT4x5344K4l.4",4k`4 $44,441*4+qp4@4:m4%´4 44h4.Os43^4 ֐433s4344 ?4(Fn4"O4*4 +F4mr44QO4J)4cO4\[64D/4=4U*Y4N4vJ4o.44(4gk?4_4{4rc4740W4F4?4*;4#4942N4X4P4jz4bU4I4AS4ZK 4R\3߆$3ƒ33n3+33<3b4x344 S33T44r333G3J33 3)3{3H3r3\3323.33<4L44+4% 44 144I"4:43k4J4B߰4,q4%#4;U[43r45M44u4 S3\34%4d 44\4,4%4(4 4444 4 4*444M4z14{4?444`<4.4J44~874uo444l$4d34H4wV4s44+ 4W4'44C4434"4S4O444ԅ4c4yv4~4544،(4Ѥ4KG44$y4?444k44h4:4E44ڌ4D4Fn4&4|44[4Szu4n?O4eM4KU4CX4\4S44xk44r4n4e4X4x4;43d4Kr4C.4,c4%4;438<4\.4S-4n4e=4J}4Bc4[x4R4/4hE4!44n4!48(4k444i4x4K4(4/4}4<4x4g4)"4m04d44vG44l44}44^`4149j999`9$9o949v9x9M9: ?: ::ފ::O:k:k:A9&9Ρ999 "909ݧ&9:M 9 @: 3: 9Uf9::99y99m9rQ:9kd99 99gg9B,9*999s9m9o 9d"T9\9{9s9U<9M9l:9cs9Z/9b9v99ID9{i99+F99\X9Ҝ9w9.K979Ƥp9[9\[9 +n99K"9"9*9;97z97949999(99979c9f99996929:(3:%FX:9:5:!?:~:1:-):JJ:Fj:^6:Yn:B\:>_:Uj:PX:!::)5:%A:x: :!T:::^X:5:L':G8H:1T:-::Bg :=B:s(:n:g:3]:i :dѺ:>i:y:H::P:KA:Tj:: ::_:Y:t:n=:U:Oݴ:h:cR8:s%:Sb::;o:~4:x2::: :4::F::W:: :(nj:#0:8:3~Q:6F:k:.:)9bM96::I9$9Ɠ:79~: :I:$r:~: +:_:w:Y:J:D˼:]:W+:?K:9:Q:KMz:q:k8:.::e9 :^:zE:sn:4G:.a:EU:?kQ:)T:#H:9p:3Jf:W:Q:lq:e/:J:Dz:]:V9F̈9?ՠ9[ 9T98X%91;9Ls9Dg9rk9jg9*9~`9an9Yq$9x9p 9*9#y9<95t999.E9'$9Q69HY9f9]9@K98}9U9L{9Fv9D9C999t39979ө99Qq9'9 -969d19 +9w9t99X9k-9a99x9N9G9+99999z9bt9 +_99/9F89T9 ;A91@[9)9C$9;9"E9#93r +9+P8y8J98888о8r8xh9 79 9#ш9bv99kl919/C9X9Ob9n9e +9F9=9[v9Q&9"9|9;9I9q9gp9I995'9-9H'9?t 9$۲9m96.Y9-9]SX9S 9s9i!9I8j9@G9^+r9T69٢w9 99R9i9õ99:+9]:qs: m959:U:9 ~9`9+9l+999_99\9ڢ99@9ѡ9ɯ959 :p::-w:'::_:!: :>8:7r^:P*:Hԛ:1J:+:A:;T: Et:L:d:|99g: ::$::4]_:-*:{:x:&: 9^9i09SS99*9J99)9&99=f9 9>.9{9/9p9u89,9Y-99uh9i9B 9w96+9ӗ9[9A9=949 9C+9 9k:}9}h9V99.9pL: :˂:Qf::R9`::y9P9<9w+9#D9j9999Q96:q9޹99N9?9Sk:v::z::K:":w:)::ω::ހ:lb::U:/e: :0:}:q:O(:: +:y:1:L:Z:~:ȫ:/:: :L::; +:7:; +;;; [<: :;~;6c:h:[:):4:y:ڈ::::4::.::\::~: j:-:z0:z:^:rM:jv:B:,:6: s:M,:$:y::":`:M:Ŵ:1?:"::/:ј:ˮ +::[;:_:::6::: ::T:::5u:e:8:i:6:0\:l:$o:ۙ:+;':;$;4;17;!;);.L;+;C4;?;S;O^b;;N;c;^;Jl_;E;ZtJ;UJ{;uO;p(v;Hs;N;k--;fiB;}W;w; ; M;;`;;%;S; K;%@;!;2};."; ;;)E;%T:At:-O; Ut;A:U:tW;c:v;;; ;WX; W;!m;;E;@+;<';P_0;K&?;7I;2;F>>;@w;`4;[+;r#;l9;U};P-k;f;`;-F;(;;;62;#X;G;1=B;,(;J;EI;Z;Tn;?;9;NN^;Hb~:c?:[:w:o#:Tv:L:g:_Y:r::1:d3:}6:t:::E:>+:WO;:O@:6x:/:G:@P:k,:bT:f:w4:Z:R:m:ez:::v:: :<:Y::kI::΀:$:G:w:J::p:,:M: ::yԾ:Y:r:M::>h:;::GT::#:(:":8U:10B:r:ݾ:*.:"9:I:A:\:S:9:1:J:B?::b: :SS:9:J:Q:*ޛ:#\V:::2G:@:@:*:#:p7-:f3:ޕ:{֥:]o:T:qss:g':^_:Q:1:L^:ji:|:0:9:K:C:^!x:T?::A:1:Kwa:Bo:qn:g<:S:} :]:T@_:q:g:)h:@:Sw:RU:::ʞE:::3;:VC;; +>"::m;ǂ;4:: J:ԙC:;t::]:Ť::a:&:=::֗:Αk:&:;k;^+;&P;!p;; ;v;/H;4;.v;B\;<\;(_;#R;6;0i;6;n;(; :|:;M?;1;Io;Z;* ;$;Q; ;!y;O:n:S:k:tu:u:}$:::͎:z<:٣:Z:5::N::Y:: :d:T:{::5:,:`o:zX:f!:J:::_::ì::_:By:τ::;;;V;:":g;;k:&Q:,::::A':D:%:x:':::ֺ?:K:g:w22i2;22v2j222V2B222rI2%2242^p2S2v2i2G2=N2]2Q222/%2s2u2hG2{2^2g82žp222&22zY2j223 '322֖ 2y2쨀2,2G22U2u22O22!22?2՟r22#2ʸ29232)B2F2;f22ݐ21o2'}2\92PAo2s2f2D292Z2Md2D282|2U1u\12 >2)2/M]2%D2B\27H222,A2"]2*2m2Hq2E$2qy02d22|q2V2$2" +2p22[2"272WRS2KJ2nY2`42?mr24KH2Tl2G2а2xɁ22S2j02]S22t53 + 33&23i3 M3e"3/3@363.5"3H3?k3%R336c13-2233P2ߋ22M23;3q3%/3K33b3$i3 3\Y3R)3q3f53HI3> 3[ 3QQ3l/3|33bK3pj3e]3|3{?35z3,3G73=sF3#334{3*43Z3O3ou3c3E3;-3X3M22H(2~q2722A2Ɠ2w22"3=2m22B22@22A2~22K22/t2+l2î2 2׎N2˪.2zM22J2k3v3 u3"/3U3233 !32 3(!3CL39>333/3&J2@827[3t22Ӿ`2223Y3?3a332"3 3պ1TY1Ѽ1A 1K11̩11͕2 222M1v1x2,1y1>1L1O1u1T1$1)1L61Y101$/1E101&D10122)%2?2<2022 ؜2&C2/K2P*2Cߦ2fI2X28,2- 2K2?2-122 1V1ٗN21m2"}2v~232(222c2t121xJ-1Q1T1gL1XE1/1q&1[11?1V11M11~1I1;1`1Q;1.1"t1C9D151z1i=11U1YR1J1rz1aֈ1ˣ1t1c1ӈD11C&1R111d2 2%1ۅ1&+1z@1111õ1111{s1`1f11ѓ1ԝ1~H1>1y111n2~2o22]^2ao2S&2yK2j=222 2#p2g2W2N22G!2:2\2N52/X;2$b2A252s$J2d_2.2|2V[V2Iu2l2^_2o&2 2l2Ã27)2Z2(2WF2#2c2(2m2ʥ2`22ѱ22(2 2B:2$2u'22"22"2t222_227221-2*q.2d2U1J2bn2 124 {<4 45p4444Zsf4Q 4l`4b?4G)4>4Xc4NC44t44)_4j +4_4|u4q~46[4-4E| 4222f2}2b2g22=2#2Ο3h2?2؛2'2bq2ޱ3RZ3 +j3!33b372f3,3p2jh2]A2Ƿ2Ý2226y2*K2gn2䶅2Wo2Sx22ȿ22<2/33<3Z3383{.3m|D3&3vN38333'3^@3`3]3|3_3S3t=3f<3F3;3XC3L/y33z3؟3E3ll3^303r3ţ233֓3a3C33|3Q33@3B3h3F"3\33p333033A3?3KE3X3 3e3ɚ3L13j3l3373/3%mk3@-3403f33)K3YB3Q~Z3E3dB3V39' 3-3Iԍ3=3W3TH33 <2`273pD2;3#93323'83.3{333x{3iȍ3 3~S13[3N3o-3`Q3353i33:3tn3433A436W3S$]3F2C3*3 3953.Qm3e3Wz3y83jU*3JO3=P3[3NH888%8џD8/88868'8\(8s9Jx9Y8>/8ѱA8A888,L8iT8Y8 8g8 8t8v8|8ܰX88X88d89k9l9%Zh99a99Ζ9S96_9.?(9I9@x9%au9969-׋8'8<9$9/88č8Wn8'9H9 !9$99*x8q9]~9 88tօ88(8g8Z88rb8S8828 888%8ii8N8A8d8W878,M8Kwt8?8~)8o88Ծ8aܫ8T68zL8l 8m88888h8m8u8 d8y 98J8)8ˈn88v8>8ps8E8L8288є8P88 z88@m88889^9Tu9uK9jz9I9@9^Q"9S9^999=9u9i>9%9R969-9H9>9#߀9Q949+u9]d9R[9t 9g9Gf9=F,9\9PI99/v999(9J9f49dC9ġ949Ѱ9 9j(99i9`K9G99u9z9q9eR9-a9|Q9}o98s9c9bW991#9d999 @9"o9t9{89G_9 \j9359)A9EA:9;>"9 ]k9ò91(9'-8굫8ݯ9}88Љ8Ġ68l8h9) 9<9* 98L8d9 9P9YP9N t9o9br9BВ9809V`9K9O9yM9g90f9lƿ9_!9\9u>9.9$dc9@' 95i909O9*M9!$'9SVX9G9ho9[9<=y919O-9Cn8"d83$838)+8 8C8:8U8G88?S83p8T[%8Gk8(X88;@V8/ 8k8]i8J8tB8O<8AD8en8V707z7׫7C 777B777Jh87ro7C7Ģ7s77O7S7*+7.7 7q77 Q7Ӗ77˞_7f77֪77<8 8 +Dq8#V8&8G788=P858*W8I<8<88e80%28$j77ӽ777dn77728 !)88 8L79!7{8s7v88d88I088T8YF8˜8$8bK8J8H8I8#8m85898t@8r88~J8ng8י8888G5868x8 8γ89 9̕99C8Q8X98C79'X9L989-9J~9 9#98]8ʦ +88888>8ı989V988?f8b8&k8_^8QM8v8gK[8C^8628Xp8J6888n8u8o38`Em8h8w8*x8 8=o808;8 '%8%88Q8Cp8g8Xz!86P8*8J 8=88`)8b888sw8;888˼8*8rP8J8K8)8}8C988Q8os88o8)\8_B8P{8vX8fp<88'86U8.8jc8&68~8l99:w&999k.9쳀9{C: ::G::9q: :9ޘ9S9ֈ9q9l99i99F9ߓ:9ϋ9Ԃ9R9N@9ܑ:*:"is:9:1\;:+T::)[:!I4:J:A:\:SU3:8:0?_:IH:@): :0::9F9`: +:D:'::6:..:~:M:%c:>9#U929t9&9#9#99xc9?9]99ޡ9'99b9E9y9qQ9]`9n9d9VԖ9z+9l9*9T-99c9X99949充9u9 9|9/9l9ᗀ9ձY: (:+\::9|9q:[[96999979F99Ŭ999фJ9r9899979-:p:e+:j:z}:Z:Qp:n:d;:q:::h:{::wp::t:GP:=U:X֌:N:4:+U:Dà:;\:l*:a7f:aH:t:V:Ky:h :]b:>:K:::):6:6::Ļ:Y3:::9:y:5::CQ::$:J:}i:p:x:x:L:U: +:%::{:I:N:#y::1:(:!: (: $I::Aw-:7:R:Gԓ:.R:%T:=:4 :Y9zx::99w:l9R:q:C:*׌:!: C:::u:e&>:Y:x:l>6:N3:C:`c:TD:::<:T:s:f::z:9(:/:I:?4:&X::5h:+d:Z:O:m:a:D::0>:U:I9J9?9^mm9R939)19Ek/9:g9ts 9f9~9}4v9YU9L{9nv9`P9+99/B9$ke9 9J9j99@949S;x9F;9)M99:9/ 949n99h99v1B99Y9p9(9x9999x9C9gH9Z)9~D9nۤ9L9@}9`c9S9e9!949*9v&9gf99}-88d98x8#|8T889C9 9$O_9"V9N8In9\I9gc88A8W_8ã8 888Y8;~8J888ɻ8[8+q8$d94g9)d9F,|9:9d99.Z9#o9Y^9K9n&9^C9?c93%9Q|9DFj9 ^|9R998H8989'ì9?979,B99 n9!j9I99:-9X^9,_999̶9299!::89£9 9>9(d9=9999ó9{9)\9m9P99ؤh9˓9 g9P909:: {:!: : 95:}q:#:00:&/:?o:4]:t: ':*}:!99`:9P9Ѹ9'9Jw9ִ: ĕ:k::p9 9{:9989t^\9d 9*9eNq9We9z9kB99999?9S9899IZ9<9\9N90i9% 9A949q 9at99v]9S)9E9gIz9Xj9R99t{99s9"+9'99P9ΐC9$9+9.?9#9gp9jT99 9699|9lп99[919e\99mA9<99K95AJn5>5OH`5K05:57s'5Hl5Da5^5Z-5m5i5V5R5f5a5350a5As5=I5,5(U59cd55i5Ot5J-5]5Yo+5FϘ5B>5U35P5~L5zF|5 5d5vs5qŎ5{5=5}5/5ı5b5{5 55Vu5mP5hx5}5x5d 5_B5s5n55555U5G5*@5N5%15!W51\5-A5q5Q5)5$5>C59R5KA5GD55t50Z5Br5=N55[5 5h 5 5 5"55,v5'5854 \5#\/55/C5*c5Zae5Ul5i5dc5Pg5KT 5_ 5Y5yDZ5t05dt5m5n 5hF5~=5xg5F45A $5T5{5ND5;!56~5I6 5C5c5]+5rK5ll#5WO_5Qm5f25_A5n5q5g55ҩ55?$5aa5,55Ư&5ý0505*5O5{5N?5k5kU5^5vX5o5=5 +c5 +5ҫ5/5ʞ55"v5M5=5555ܬ5̱5V5G15տ5i55}'5z5n5]5*5F/555J 55T 555tR5{5355=5T55ҩ55d5YY55q5&5s!55˾585J5`5*R5q5^i5L5K5C55u5|54155u.5oB575e5RC5$55551#55K555m5J25^5 555c55*5N5ř@55ѣ555Յ505%55~55W5555A5Q>55^5s5o555 K4{42F5 I5̚5755%5 5@5 5ȱ54Tb44.44Ϙ4.K4}4g55K5%<5 `4d45,5q51z5,I/5>%q58=5'55!53m5-_5K#5E5Y5Sm5?595M-o5Fi5ҵ5Q5("V5"}55 5T5w545.R5@5:r5(5"W54R5.ut4̦~4:4VU4b444̏J4~4D4䂶444!44W4K444O4]44k24}4h4~44454ҵ;44{4bG4=5A55 5 ^4@45r5io5O5Ƃ5({5"5Q5 5Ŀ5 +464z4484ٓ4ۨ4$4aQ55{5h5 04̃45t5$5h5a45xW5qH5[R`5T5j5r575$z5o50#5)N^5jQ5bQ5y75q'a5Zk5RG5hDž5`;5%5]5It5$5w/5o5H5~j5Jf5CmF5Xb5Pb5<54»5H5@65f|5^c5uI5lM5U5M~C5cy5Z-6646 6 +ƒ6>5h666V6E666x6;6^63F5-+56Y65M]5쮎5c5/6 6 66A,66|6H6 6%~6#B6.`56, +6 6y06)6' 67 65%6A6>626/06;69#66My6$f6!#66̀666-,6*Ns66A363C~6'X6$K60,C6,h5*5 55 +575;5Wt5 65p6 C6yH556-65-55ȵ5i?55Ľ5{5Ј$5 5F555[5555馾646666 a66666!*~66)6&`|66_o6"G6|%66ϲ6 R86 5UC5Z66n65666_6 6 Z6X66J6HGi6U6RO96E^6B6Or6Ls6_w6\}6j46gIj6Yy6V6d5n6`6?6<%6ITR6F69Me656B/6?E6SR6O6]P6Zj6Lu#6Hf6Vz6R6u?6r:6K6}v6o 6k6z)6vT6 6\66h6C666ɇ6h2,6d56s6oM6`ʀ6\_6kd6gY6~<6zT!6 6Ѵ6vF6r66}626/6;68r6+6'64Z60 +6E'6A\86N6Jm6={*696F&6B?6$06 r6,/6(Z66s6$ך6 65 61l6>6:R6-K6)66616X(6T<6c06^6P6LJ6Z6Vt6mê6iT6x~6t6d6`'6oK6j{<6G6C~16Qk6L6?~6:vR6H@6C26[m6V46e%6`S6QÖ6L׋6[n6Vi55P5 5ŋn5$5j5 :55S5D{55}5w\5Ū5bh5G55xA5 x55P51z5Z5555/o5O5^5555565+5r55`5566?6 m@6 75 5 626O55Г35:=5܂56_55:5*e555355u55j55]55\5 5!5;35&5~55kK55255j25[55f5{Kk5}55q}5h5(5wf55I5x5K5}5[5Ǽ5\5 +5e,5Ȑ55>5)5v5#5565ɒ5؎5B 55e5Q,5*5@555o55v*5oB5c5Q5S:5n5w5n5}5z6 66҈606 =v6 Y666$E6 6-D6(6oU6-6$iy606v6,6 65kA56q6h6;6666 j 6086 62.6561E6>6916,6'O6560D6Gߕ6B,6Q=6Lx6=չ68Ț6FA6A6#Wj6$6+j6&6 w6nH6!6636.66" `6666ǝ556Bp65A5u5R5l6 6#66 6a5t66;&;E;[H;D;;;;;; ;V;^;gh;;;};/N;5;;;_;i;;%;';r;6;[o;;3;:;_*;;wf;% ;;;R};ѓ;40;-;䯱;+h;E;;c;;ƶ;Ї;%;;c;/;C;;l;;Q;9L;-;1;C;˙;Y;٭;P(;~+; ;n;xJ;q;y;;;;;;(;;!;;k6;ei;}f;vA;^;XT;o`f;hC;D;;0;m1;;z%^;S;}_;k;}/;;m;R#;;;2;;‹w;; +;Ԕ;X%;a;;-;;;;v;e;;LU;R;f;?;j;-; ;0';;+<u<M< L< +< +;<$<X<<'`< Z,<w<<9 +<$<#;9;"<<dZ;/;賽;+;< ]< E<J<~<D<<)/< W<*4.<'Ƃ<4n<2 <%5:<"/;T;Mo;r;k[;;|\;d;\y;u[;m:;8K;1l;Fe;?Z;+ȳ;%;9/;2K;Ux;Ng ;fD;];Gc;@@;V;N;(i;;6;Z;ڣ;1;;;_;;;*;K;;;;wA;n;;Jc;g(;^A;x;o'a;a;;v;c;;x+;;d;;;,3;%;E; ;tr;*;9R;2oE;G +;@8;,;%M;9T;1 ;n);;W; :D:wj;Q;s;\;;~;+T%;$E;; ;|; +;W;NT;g);^'a;G;;?S;V01;M;x;n~;{;&;f;]J;w$!;mM;8~;0U;FN ;>1[;*w;";6H;/3p;Tӯ;L;d;[;DY;;^E;|;5u;m ;~;;;?A;;u;;J;8;k~;zq;uc(;k;;|2;bql;Y +;r;i?;(;s;;;Q;y;{;g;C;;˕;;yd;Jc;P;;;̱;h;;Vr;D;/;;;;{;K;.; +; ;; ;;,;;;C;;T(<9W<5<1X<"<_<,<(O,<@<<<9<<8f4(44`&4f4Y4|y'4G4z4VC4^4De4]4844ůg4944ݗ44b4O4D4n4'V4O544O44s46484E4u44оI4Ǘ544;444Nx4D4^^4TW4:41ś4J 4@4pM4e.44w#4Z4Oq4kA4_4(4 Q0464-T"4 4+4$u44E%c4;:4T4J414( +4?͜454^4!4`w4N4}4q34x4ޗ4D44$4G4̘4441^4eR4YT4vh4j>4N4DA4^u4S44|44Կ4oR4c34 4t54585r4=D4E5'45$55"55 5 55n4444ul4̙4aa4Q4y5h45 X5l44b4T4#5-5&59CH51ު55?>5*5#5EzV5=5RN5I.555.x5AS595[5 x5B55WP5bA5|Y5 %5')v5 +52&5*=55`5#=54p}4i444f'4L4443*4T4H344Ň44А4ƴ4z244p4P4;4'4ݯ4`444-444P44~44 4544!4ԟ44N5 /5}5#E5e~44;55-4w414}x4 +4344m4?4E_4&4@44k;4o4ߗv4ԕE404J|44 33Cd4`3YG4x4?E4,u4#]p4$4a44J&3|N3F33e3Ÿ3K3Q3ш334 +KK43'W3633+4:;40KB4H4>4&4444*X4X4LG4hl4\X 4Aw47 4P4E4T4 4!4A4>k3zA4 44-4$$(4:404Z4b4' +4r3T3'3a3|3:33l3D3 3T3s!3Ǟ33L3·3>Z3r 3~s'333nJ3`23_3s5`30C3H3V3]3|s3 3'3k3(3߃k43`3҄3'3d3`4 +t464֒4 [3b34Gu3+3f3<@4X84L43!4)ʶ4APX464h04[$4y24kc4O4D44^4R4O54P44444<4/4&4$4144L4q=4-4544|*44R4n24a44r444yQ4˦4424{444 @4'c4,a4"G4{48c4S4v49A4.4FU4;4$o4WY41 D4&(3_344g3ߒ3c3ƻ3M4L4 i42j4 434 : +4^4UZ4Id4d4Wv4=n434K4@ +r4tc4g%44wG4Z!#4M4ie4\&j4(^4K444*l484 4 e+44A46A4O4C4+q4!V48~4-15_A5V5m5d5NU5EN5[k5R:5|5r5 @55i )5_5wu5m{\5=55K5I5AMf5-5&H59x505Vx5M{5c5Z;=5D?5<55P5G5T55]5575{55xk5G|5*5e55,p5O5{5y5q5g5 5ux_5]]5T555g?5b5g5n5 5Y5s 535[55 655/5X55>55c 5+m55#5w545՝55V5K5J5G5ݸ5tl5.555y755;x5N55T|5?5 +5M5V5ٯ5555ȄF5;5i5t>f55/5ie/5^ޅ5vb5k5t5EQ5?M55Bd5x5l5I5T5Jɹ5`ܤ5VsS5A;575L`5BE5m5bj5z5o$\5W5M 5c5Y/_5Pl5|n55~55f55{5E5H5(5K=5u5\555=5%5|,.515E5po5eS5}U5qh5y5X555T5~%555-4ׅ4̪4 4:(4941v4!s4w:44wj514f4ܯ#4[44$44R494f4x4:444z4 +r4V4A44r44s5 +gS555 4I45f4655B]5%S5/N5 ִ55Wb5 4Ц4%4(4xT4ʷ44ֆB4O44}54 4 4׶4e444$}4W?44y}4k_474{f4F444dS4 4!4}4$4]4Q4mx4_i4D49K4Rj4F 4}4nz44~N4`4Syx4o4a44¾44{4N4H,44*444ؠw44\46;44=44u44++4Hu4pfH4$444H4M4Ж4{484|4a5/5&|59=50,G545;5'o5<5C`5:=5N5D.515((5:515525y5&5 4!5555l35(5 #555585Z5OB5e5Z5ETC5;~5P 5Em5r 5f^5~U5r[R5[5P=5fx5["52,5(5;52++5 0v5f5(5 $i5Eȷ5;5P(5Em525(5;r51>4A4AZ4P4+4[ +44٘Z4͓45y4554U4٤s4a40-4 44o4$244|#444̈́4"4d4.b404e4c4n55 5585465[5[5߄5V5(X5a5*5Yr5-54444(4~4̐h44(4˪z4i4y5P4n4-444q:":{::,::N: :ُ;V;;; +::;t::kr::Ϸ3:S:J:f@:::q:d:AO:):J:x::B;>K;:(;(; ;,;;H;?;4;-;B._;:;%;;1t;*;y':.U; t;n:H:;:;A;w;";O; +;q?;V; i:D:r$:: ::::=::Iz:Z::|:ث:ؑ:r::t:p:2P:gg:Zÿ:z:mu7::::k:c:'::::m[:詹:OT:F:i{:P: ::Y;<;Z:gb::(:q_::S:s:jc::4:%:+:*: :T:ܝ:qS:::;Po;G;_(;V8;>;7;M;D;oi;e;6 ;v;[I;R;keE;aR;.e;'+;;B;30h;;;;+}B;#?;IB;@HS;W;M;8M;/:s;E;;; ;;p/;;|!!;q4-;P;{;;|;;;M;;; ;g2;\f;v;k;R*;I2;al;W;N;|g;l;;p;fi;m;v& ;Gr; +;;P;V:*; ;;'3;T;3 ;+;~R;v:;"g;:::j:<:::e:Z; 9;/;: +; 1::i;7:;?;7;Mh;DGN;.);%҃;:;1};[y;Q?;j_;_;G);=7;U9;K ;q;b;(; ;Mk;r;M;;4Ç;, q;A';8&T;#$;];.w;%:Of$:D :`:T:9Q:.:HU:=:s:fJ:z:x:Y&:M_:k/(:^|:$ă:P:2*:():`l: t:::A:6Z:RW:E:,^:"G:::0"F:::::~W:pr^::u:K:պ:::q:3]::O:cn8:VE:u:g:Iv:>:ZW:Mޣ:s^:zO::Y:l!":^(:~˄:p:9r: ?:j99׃}919+6: +::%::9:f: 9B99ېC9 9՛9Y9979$92:s99p9o99ըl:3B:(:B:6i::4\:+݉:!w:Q>:E]:b>:UXt:9%:.}:H:<: P&::k: 99yR:9:$ :D:1M:&/:w:ta:a$:::::5::S:Ha:q::8:::&:w&::cp:ʖ :(:u:::~:ny:::#:: :8=: :"a:.:KS;&:; v;::ٳ::f;4!; (;x;1;:RW; *}; ::§:ܜk::$:P:+::S::':q:Ө:Ǐn::վ:t^:fd:Ox:w:XG:K:i +:[]":d:b:.:}:{.:l:W*:~z:?:3:NM:B:(::58:+0:^:Q=':o^:ae:Dj:8F:S:Fk]::Hk::::4:)e:%:p$:#::::%:[:*:ʒ:q:T::c˚:U:t:e:e:(::?::vi:;:;;;;;R;;v;T;^;;6;z;e;; F; ;2;ˋ;І;);;2;H;<;;;;;B;`;T;;+;x;5;};@; ;;?;;;t;)</<;E;;a;\;%,;;Q;a;D;a;W;;jm;x;>;۝`;G&;ŭ;M;;z`;n;a;~;cT;Y4;sL;g;o;5;;_;0;v;;h;NV;DW;\P;QX;:-;1/;G3;=Q;j&;^;y;m|;Te;I];bMm;W9;";;O;;^;V;q;G;J$;';;z;1;*;R;C;H;|R;vK;;p;eW;8;su ;D;'I;35;[; Z;*;=K;U<j< L<<<Z;"< <<<]<(;<7H|<<u<_<R< +=<Ҝ<< Ӡ<'e0< .:\:/:t_;(;ri;d;;y;lF$;.H;z;;o;;;;;;C;k;_;TLB;m1w;`;Hy;=΢;T);Ij;{O;mu;%;|];a~;Ut;n +;a;5.;#;};;g;$;;Z;;;"O;;;$;#X;;;_;p;;| ;nw;df;|;;e; +;y;;4;;{;3b;) ;>O;3ܿ; ;?;*!; Na;I;>;U;J;4;*';>}g;3;6;C;_;<>::&W;8:B; 4; ;)π;B;;;mP; ;a;U;ni;a;I=;>);U;I*;|#;m(;*;{c;`y;Tv;m ;_;3i;)Uf;=;2w;z;;(;(;Hu;0g0U*0V060Θ00pz0nݔ010j1a01N100=001 1`13Z1%1 +011d0ǽ0d000z0M00-0p0ڤ1ȍ0000g0I1 1^1111u1s1w11̓N11⏈11c11ď'11y $1Ŷ1Kw1gO1Vv1{S1nq1 1t11!1^1s31%12j1M22 +11ٜ2.12$2252(222241ʑ1t1!o1В1:1e11P1.1211֏1~l1 1܄1G3181]j1M]1+,W1 +1>^10`1u1d!1k1}31S)1D 1j1Y^1n1Μ1#TB1*000/C1 1L +151(1I1:12161,11=+1c111?1q1X11bf1-1g1l191IP11s1_1O` 1x<1f1?11U1U1E,11~:1311l1Z11r-0/.K0!`0Dj05000&050\J40K:0v0c{0;G0,J00Q0A!//X0 N0/ԟw/T//۞0001\0#l00/ 0>0 +s>00~0Ql0`0jU0XNc0LM0r k0`O00`000N00$0G:07j0_0M^0(0A0= 0-f0yf0e0U0d0S=0B0l\0Y/^//ɼ/0MJs0)0C000}0=m00#0'0f0(0E00p0000x0d9000R0A0j0W30=a00xJ0z0|0p<0F02G2:G2[2M9O2-2" 2?22 2q{2a2E2xmg2Rګ2D+2g2Xm2+2 b2&{$2d21O2dg2\27c2*2I2<:2#22/< 2#$22{l2M2 +2~2m222ƞ2T24222`2Kv212]2N2s2c\2@ț232S2E`2:2y22Z2h2X2M2m1n1j1O1K=1l1h1͞1`2 22W2 ,m11 28 1C1O11f1}01{1101/1E +1sy1`1+11i1e12'2m27`2*22G2_2DZ2I2;n2]>2NJ2.ŗ2"|`2?-22}C1m1犟2 IV1H1<191욺1yU2R2 :e2%22,125222'22צ2L2.2ɣ+2l223 t"32h\2h2M2 d2I2o22B2?2m2;22r22D2[22Z2C233 W3#U=3 3Pe23$\3313&3A^35(Y333)332|2c2P-2K2$122^2ɰ3]V2>3o3 +2y2/322s[2bJ!2"2w2RO2C2fُ2V32&2Ï2`22|2kEP2N`226z2)8 +2G292)%22,q2 "2ZԔ2Ko2o.2^}2=2/2O2@Ne2"f2K2 22$2.w2E2W2c2IF2G2t2Ҡ'2 Y2Lj2U222s2[2 2b~2Rs2ws2f'222W2T 22,2{O2w21x.h1e~1?I1~&1T{1Dx1k"1Yy11og1m11E1pc1F1ۜ151'|1I .1911l1+1p1^e1MY1u1c;1=A1/e1Q1A11;1|;1W1n1 1^111ϥ1au1o1c1*1ӳm111z*11pX1g1VX11l1>111 +A1!C1xO1s110U18190U0λ00Sk1!1i13 1%UR1 0$11 0q]0_70O0¤n0o0\09300>.0@100 0,0@01E-16 1Z11I1(l11:X1+1q!f1^1ݪ1u1M*1=ҍ1bb1QX"1g1H1>1?0͡010l1/#N1!1A212:1*1 B31$]41+2\12a2 1B1עy1:12"]2422L2%2 :22`21Ǵ51Z1p(1/117151t1121r1ΉN11w1ѿ2Cr25m2U2FrU2(V$228*2*ք2i2X^2~2l2IJ2:w2[f2K242H2f261d1212-42 2=5(2/o 22 %2"2H1G`1/1c11yĬ1fp1l61}A1j1t@1Z1ww11'11P1To1Dv21je}1XW1581'1G[18-11m11Ƶ1[1J1qn1^I1N11"1״11>O11p1&1 2 {2u1on11(11s1F1s1w11tb1kA1>1j11P141\q1&1u1 7akm7R27{7i7C2A75.7XИ7I7+727.7 +7r%17aa77zڅ7(7M7;$7.J@7k747"S77R+7B47i497X>74f7'{P7H 7:7k7h77\7X7g7 777177ڰ`7!727{7X77q'7~;777_`7P67y@7g_77777777 6s6}7 ű76R6³6I6ۍ7}7|7- G7 7՛6/7k*7 +6̘6d6P6YA6z@6(6 +666S66y}6^666[07A!73"7V7G 7&37ڋ78%7+L/7n7]7'7ve7M7>~7e7T+77E7:73667M6707$/7D76[7]7 m7(>7 8f788 b7bW7ғ7H7-8w88/8$K8 +VL88f87777)79I707QB7h7(7ߓ8?7<7;77l37ք8BD858W8Hg8)m88;8.8n8]q8K8tl8N8@Ȟ8d(^8T8=88"98[Y77'8 8?83ac8&8E888\88+8 >7V6.66Vp6D6͞6&6s 6o*6Ų6=6?6۹767n7g6z666[6I66>6 +6qO6\6\6y/"66596{66 6dU6.6h<5P56 +585Nj5 5t56f6636$656065 o5(z5F5A5g5o:`5;5&5ּW5Œ5]5555H5 W6Jr[69p6dә6Qc36* 6S~6@6/66k 6P6|6W6EZ6r6]6 5,(66+5{57m6564M6%66Jx69666*\67 |7727%7 6797 7F677M7[7K7)7 K7Ly80x7̚78<'77ә7%,778"88 +>}8#8n18N7\8 @W8K8r*8a{t88w޴8Q8BbI8f 8V]88/8$8C8}8kϲ8s8o848'H8Fb88ϭ88lX8+8i8Z=8Ke8p8_8=8/8Oz8@mE9V9w9)*k979Ż8'[99 ݻ99,N9--9Jl9=N69!9909%8ꗄ8[98{8)8m818 9 '9u99288989]@9Na9q29ae9Avu94Hd9R9D9c9v969 9f9V9z9j(9(a9S979+9lN99 G95}9HN9;m9Z9La9/,9"9>918888`8828888Ŧr8S18r8ı88Ɉ888t88QW8c8SH8z 8hc8G8F8]P88,8~i8e8 +88U9 69*8ܦ8O8[8U{99 9%9698# 99f88]8\U8X8$8.8 8F?88Ӈ888p8p8c8O7r7'7Ȕ7B7d7r77F7l7/7g767F077ѡX777y 7U7 7fF?7T¨7~f7k7H37K7Hi7{|767=y7 78,78(8 c772767H8"78:82(8%8 (8c8NJ8S?7r7)7Ii7\77ٱ77A77X%87X7'a747h&77DC757Y7H7'Y7797+w)7p\p7^97X7uJ7MD7=7cOt7R)77O797jt6J6޹I7P6=`7/%7!7Az72;77 7%47H7P7K7*7+7zq7gB|77x777Z7T7l7n77s7U7E7k7Y"767'|7H79{o77o707O7]l7L7t.7a8C_85l8WV8G8(8,d89!8+8lS8[R88p-Y8Kn87W7a7a/2A/#Y/I/8/g//(/X/c1/P//jC/>z_/.S/V/Dh.s./ d+/H.3..]. +//{/3/$x/gS./r/ >//®/3//qg/]//x/S/D_/X/x/h//(//Jf/9@&/c/PuJ/)//>9/.I//jZ'/!/L/V/Dg/q/\..d.[.E9.n..r.N..˰..\.G...M.rdl.]&.5.zr.I#.7.d.P./..ZR.$.Sf.lK.:Z./ /l//. X.أ/.>o/3/$p?/JW/8/i#/ /)2'/.Y..>.a.-.ٜ.g.J .'./ /q.'B. w..]/(/// /O//ֻ/000L0I/EB/qH0K//%W/y//@/J/w/_/:/0/e/'/o/C//5/^01͟0#S0FD!06,010 -0'Vg0P0\.0K0uI0ac0:0+Sn0O0>թ//0 0uM/Ԭ///0Rg0k0/H0 0/80V0/b/Oi/~/i+9/>$~/-/UyX/Cf/M//x/ny/on/[:m/$~/u/.//2ҋ/#/).//T/H/7\/a/M%/( /I/</,u/X//ш/2/(n/"///q/̙/u/G/k//[/h/|S/fʳ//'/SR/Au/l/X/(/h//M/M /r`/=/pd.'Ǫ..>3J.-z. w4-C.5.DR.Wh.D.s.^qQ.3L.#.J%.9:--9N.i-ڿ-C-k-ک-U.,b. v.)./.-$-H. .N.D.{...ec.Q.S.l.xi.M."..ny..!..?G2..9.XF .Ep).Lq.\o.4;%.$.tJY._.P.{R.K=.:.fS.R-ڧ-=--Q--q-h--W -&--Ճ--qC--#-\p-H4-z-d-7-&-P-><--- "-g-mF -Xf~-P-v.W- F.). --Ɇ-4-_Y.)..?%./?s. .C. ./--I-s-F- Z-m--- -׊S.3-?--G-0-˄.ޥ.ˇ.k.B...].g!/ o///}.cO.A/0..^....l.m +L.+J..@..2.N..k.r.0/1/"X/F^/5/PV//&/x(T/cO/:!/*h/P1/>.S../ ?e..\..4.b/7/|/./ /.Bf/[/:.X.E.t,._%.4ª.%$.K.:^ .?.{h.I.y.eL.R.^W.l.P. ڜ.*R.5->-3.F. .@./.XZ.E~. E.Ȣ.4.%}...=..}..q;...h.V.w.jA..͛R.9.stf.^?.Ӵ.zej.K.:a.e .QY...P.)..k.pB.@0d0{W000gZ0T[90fc0l0r070 00~00 C0p0C+0340XG0GS0$0T070(0qU0]|0]0u0K}0:0aM0O0Ѩ0d0Ӱ0Ҵ07o03[00}{00R1 1k0~D0oQ00+E0C#0R0400z0fR[00H00"^000)0Tz00S70 +/q +0W[0 n/j/0/0+00>0/)0]00 0`/P2//ċ/ȟ//5///A/f0k4//N///0S>0B_x0jm0W020#%0E0500n0l0E0[c0I0rJ0_!o0p0 +j0&0D[/e/{f0 0 090)0L0y13%1%N1 +_0y1h1 1D15+1Wy1F#1&1¥17 1(00 0c0K0C.0v0M0T0oa0k00800u0^0e0b0PQB0z0fC0?W0/0S0BR0P0~?0070iR0Vg0q0l0010[0ƙ00n01 1]?1V1 ~0X010n00|a0ގ00.00Wg0i020@0j0D]000N0/X/}/3//h}/UH//m*/C//Ť/ـ///://C.&/2®/Y/G4/#//6/'/s*/^/}/xa/L-/;e/c/P/CS/Û//Y/cq/T/a /߼0s%/@v00;/[/d/~/H//Ha//Ύ/}s/hmu/ +/R/L//ζ//;/5//Y/ If.m/{O/ .;.ӡ/.c/+f/ ,/?4+//9C/ߔ/Т/ /(.W..#.8..K.M ..2.O/A.16.Ƞ.u.⎻.Ϩ/U/CM/m'/Yq/3/$/G]/6/*/q6/l/Q/]f/Kbb/vj/b +2/m4/ x/'/u.I. / /:/:/+ /OY/>6/n//./ 0!Y0"02x0#J0/0{0 +'0E2E05 a0Yj0G0&XK0070(//@//H// /ճ}/"0 A0_00G{/o/ 0/0o0\~Z0 O0rߙ0J"0:0_10MB0XJ000]0u0a0<0x10*000d0Q^0/#0 0@01 /pB/ +x/u/1D/!/z/{/ /=//G/>P/ߦ//[/y/f=7/SB./\/j\/A4/1d/W/En\/rw/׽/R//ndm/Z/4/rS/C/dq0+`/w/#/a/_/000"0{//70 Ym/f3/j///i)/l////ғ/s//://K//5V5@D5x5^i5,!~55H#53s5G55+55=5gi5P I5j5p5_4?5 544t445:g5&ݠ5X5Ac5i5J5-M55w5l5|5N55@5z555q16 I5Cw5ɔ5,;5pm5-5x5_'5@55IAV535g5Pd5;25Lu585q5q5p5b>584/4k]4%4[34ze4U4B*4ד44+5 }4A$447w46445Q4Ф4a4Av303O4!44g4ode44[4LG}4,74|Q4WR5!Ge55;<5'/4n455p5WZ5AD5x5_X5-:5Q5H5304F444Ϸ,4/644-45 425 F5X{4P44Q4l6Xb6nX64)6$6C5m6)6dt6J368R6cS6O6)7=6o6>I6.5SS5B55#5n,5tN5n!5'6 \5v6_6]5䛖546>5/6~a6i"6Б6 6UVM6C6oLL6Z6H6l6*66;I6t6v6 626"6H766{6 66'% 646`E6Li6z6fF6;6+^6Rn\6@555c5[o5f5OW5׿5o_5545Խ,5{55M55 5:Q5&g;5VF5@%5B55,l5l5v`5]i5f5~\5Gf525ds5Mxa55,36 5zV5 +55"F56v6 !60"6556655}5T555kN55 ]5TT555׏5qm5o55333d3|33a2$3[36`4t3T47443x383B3d145(22U5̲@B :\3Q.73 +3li3k2T13$jp24c,Q4C\S4:b4p9.4##}4 c4L4.j4&4 444|4W443ۧ3X 4 3v3U3;334844cq54C3v304#/4FG:Lk.ll*q8^+g-b2Yo)Yߑųa  jA,qǶMbOs @ó]/ze³32{T2jf3V30TƲA"2@1ŀ3|3no3݅3d3(2L3[3A:v +Kb23mWjvq#]T2/,22~Ⱥs]:1|@(464θ{5444B474T5s5>5805$4]4g55 464p4a44L4.4|4W4Ţ4#44<4-4"4 4cm5T+5>Q5sg5Zh5*Y?55D7Z5/<5i&5z5G55`A5J55g#5D}4K 52#5 E4 4/4455v5"h5PN5;A&555'5\>4348v43T3|33/4b4C 4Q4n4#474LW4.3X33Q63r_21'3+RI233Ù4#3(33Cr.3834lw44W44z/4Vi444$4ʮ!5(4`44Jh4]44764 c4`)4Af^3 c3^4"ws4044k4.4v4J4,94wm4S;6˵66㣅6!i66AK6666k7 76664x6ٻ6666m6k+96W#56iH6pR]66T6c66L666O777+7w7f67H>71M7#6.(66ed6~`68666E76{77 )h6e6Ҽ76gv6D636[ր6HU6$/6nX67o6'6u 6`r6S6z6M[6;6f +66R-6%56:6 +M5݀=5ǰ5k85>6+6ѣ6@6/!6 L6) +6{66/6P66s66i26 6l6Ҭ6y6]6Ę666^6j6 +6Vq6D,6n6Y636#c6G66C6L6rk69)6:6^0\6KD6w]06btm7eA7Sg7{7h#7CB73 7V_k7E97i7779h7k7YGZ7~7ok7& 776u7(7 ^7M7c7%O7H7957\U7Ku7*7t=7;H7,775777F%7V775M7ƶ7j77ȶ7a7@777rX$7_;77um7N*7>=7b7P77777w܈7d77z[6qq6qP7 6dp6,|66@6% +7q7E7qD7q6e_6m976T66 6d6c66{66>66.66666.S6Z7/n7!F7@X-717d7 e7#7 k7S67B7fM7Tԇ73Wk7%7Dr 74F667 47F6Ӣ666f77 G7&7706 7b7g555]u5T55zu5(5}v5s.5Ѷ6a5탞5:o5&5{5k5n5V5K}5t5@N5,75\5F65/55Ӳ5X5|55b{"5256/6\6&Į6S255t6 :5696*/v6N,6=b6L6 06-=6>@5,55\5O5 +55w555E56*6q5=5n5O5ԁH5S5 151l:5Y&4.4ٌ5N445L556Τ5hϸ5QU 5#5_55uP6 .56T/6 i(5N55;5z5YC55P5S5l5UxR55rK[55I +5Ճ5J5 +5d55y6+6ʨ6>v6.E6 sS6666R6An6hJR6T6086 |6C!62}p55L6Z5 +55}5IA536S66#65%Y5~f6^53R3D3d3U/38a!3,?3H=*3;t3w\3g33{O(3YB3Knt3kU3\Y3!mI33/cE3$ 3 !3Z3F 3*3>`0323Nr3A!Q3&qJ3343(33 w3z3)33nI3~3CO3t3333&33a3>3_3QGd3r3bo3C363S3Fe33uV3dR3`3e<3VW>3w3g 22N32h]2ˏ2:S2232{33`32k23 ;22222 +:22xG222ە)222.#2Z2a2`2~3*ު3w393,׬3ܲ3 +3!QV3{3HM3;3X3JL3.3"53<30D3j2'F3 Mi32522j233 3$h`3Dd323>33O313ԓ3Ǐ3B3ܓ3:33i3ԓ3 3 3ɘ3X3ڴ3j@3433j3R33z/z3>303793333m3p3Q34%3?4 {4;3 +63ڣ$30[3Į4 94]4":44+3j4>4333+3]3H3n3P339I3r32&3f3z3Hd3v3X3i3Z13|^3ky3LT3>}x3\K"3M33~G03y33m3]C323n+313%;3?32*3kn33&B3g3N63A3_3P%343'3B ]34ٍ33W3ZM3am3343 +)3L3L3373rI333U3k3p%~3`3"u3q3P3B˻3`ҝ3Q 33~33`3qi3aM*33q2 2 2W2F2o2^22ru2~22 E2s282Q222N{g2?}2a2Pv2132${2A23oe2u+2cwu2`@2w+2R2C!2ei2T2s2P227x2 22g2|2-2Է22_2[2ϛ2=I2$2S2?2i2!2ym2g22{#222z22%`2`2:2q2Y2 2&;2]2}12}22512'Ӂ2EM26Ȅ2a22)C21Yv1w11 11>1p12 12F21z17119d2V2FM2i92X%+2812*2H<<29lh2}-2j2F*2~32Yq2Ie2k 2Z222+*22 +/1B22^2:v`2,2JYc2;Ni2Z22-Qc2 Q32=3e32N2׈c2k2Q373l3(wV3ڿ3P`23<3ȩ2JH2 +2ؗO282/2M22q#22hz2~2꧕2v2u2y2f+35|3)3CP353O]3Zv3)Y33Q3C63a3R36|3)~3CA363233@22L 27n2133[3)m33=2 3s322V2H2>22lש2[27322\2]2G2(2 222[[72K2m2[2;.2-2K24Y43IV34m33~44]4%o46<4H3f"44d4b?4TD4p4b4H4;4U 4H-44q4&4X4b4U4p4bw40o4%4;40i4C)4r4%w44Hx4;4T4G40)x4%)84;[4/3:3ÅJ3߬S3Q3]3r3dž33-@3ܟ3~w3+3i33`3>Z333p3323 +3 +3 333Ï 3Z3;33n3%4R3C 4R43z3b3k3<4‘44$U44d434ZY43P3 3޷3i3&33V3e3NU3c3s33|3Z`3܃03444G94Eq4ޗ4pX434*4c 4k4ܠ44x474>4)4a4T"4oR4a4G4:4SD4F&4~]4n44|4_*4R4m=*4^4644444j44&4|44l444ځ4=;4'4Q!4J4b+4G#4{]4k4O4x44%@4c(4I +4 &4m}444.4#494._4r(44"4{4DQ484P4C4,֜4!47$4+n4G3.4M4S3E3G3$34R 4 yZ4 `4423A4 #4D4\}4N14iu4ZК4A$45y4L4?4v4gU4}4s`4X4J4dl4U 4)@4434'$4e4 +44g4=.41l4H/04;?4%44/ 4#d3q3apw3e3qn3Q3Cw3ap3Q3 3^@3o3_w3q v3`vu3V3p&353)(3C 35k3BB3!`3(o3 3Pm3B\3_/3P343'L3ArC333W33:333T33 3h&3>C33.3Ҁ3 3 + 3\3n$3^[3!3mq3N҆3@I43\3MaZ3a3}F333k3[3{3i323392$222v3-3j3'_32X3a233M24}222<2o2 +2k2292ּ2222a27:2Ŏ`32/3%3>31T33 +3$3ٌ3Ky3=<3Yq3I3/3#%j3;Zf3-:32!3 3?2*2n?22 3cA3 k}3!j3k312V3 +O3(3]33(-3ʕq3d333 +3 3 3e\3 +23Ȋ}3U3ԫ3=@3B3!3u333xB3H3,S3!o3$u3A333c33Q4l'304G3K3H33a]3=44 Q4^4b3x34c3"3î3=3G393i3333K3 +3&3Q3կ3`3x!3Z3g3V3uȑ3dl3GD39;3T13E393rk333ao3QX3o:3^+q3+3|g36z3)u33 3[Q3N3BR34M43N=03?^3'9l331A3$3=3s3c3t3}3k3:3yXa3M3 33U33933C3Z83J3g}3V93_9h9A9 9W.9rT9b9 +9F9y199Ì9w9Ӯ9Ŵ99s99f94n9(K9D,97.99w9*99U)9G9h9Y 999-&s9I_9<y9849Ž9 f8y`8; 88ox9 99/YO9"9 X99]9 *9|ɘ9l99 9[9L(9nDH9]9ɭ99969M79p`9g99>ht911H9N9@9$p9#92^9&u*9`9P`9rֲ9a 9B;94P9R9C>:Q: ?=: R:qG:9: +::-3:"::m:.E::Y:#:r\9䃛9պG9ϗ99ǿ9U9׹9JJ:99::.929ه199ꖶ:HX:<:WF^:I:0\~:%:=e*:1=:gA:XB:x:h:K:>p:ZN:Lǁ::r:&!::;9:d:g:2s:'A:? :3oz:n::(:192999u9Z9;99t>9ʶh99a9>9 999g9GB9to9.9X;9d59T?9vo9eX'9q9x99lp9'9wF9W9ţ9ڢ9H 9949|d9a9AQ9λw:x9zw:: P9?9N:"`9899K999]9r,9 9C9h9K@9ޡ9i9O9d9Ŀ9T8i>888#88&83+8{88ߨ9*8l:88P8ᓇ88m8r88s8aT8P8t8b8"$_8ܽ80k8#8 +8"8G8 B8@82,8R\8AF8$ȥ8v83x8& 8F8898ق8S8w8X8"88*8 88ƌ8A8$88dV8Sd48xߕ8eN8Cx84ւ8T88Dmz88zMX8r8h8gsD8UE8{|8h89D896l9UW99FV9*<9#O989+$9f|9V9x9gp9G1989WK9G=99 99G8*898<9+9u99A9,I99 '999S-9yb9͛99h\(9W&9zV'9hB99[9 9"U9D9zE999HR49:09X 9H|9,99:9,9h9Xd9z9h9Ht<9:o9Wr9HA188ȸ88a888ɪ88R8 9 bI88`o8'88ڴ8J8j8q808;b8|j8Y8W8,8j8=8988 828 e9=9 9 9D)87#819 89,d9999,;T9/9 P9<9n8`85+8뻕8|}8!e8I8|88s*8j9888əX8l86: {:y:G::j:[x8:zc:j2:G:I:[:о:':| +;:|:of:M:@6:\H<:N<:4Nz:(K:A'i:4:k:\:|:ln:N::Ao2:\:O*m:::::::-: :s0:K:4:u:C:3::#:`::|3:::l:\:|":lG:A(::0:u:^:|3:BM:p::A:):/: s:g:.: D:5:)*:A:5:6 :L:):(9G9:}9,90S9939z: :bf:TC: a9Vk9ޘi: 9L:N:AGM:\:N^:4J:(.:@:48$:k_:\-:{1:j:M:@X:[:L :W:j:(=:: #H9::/:E:3Q:'mT:?cl:2@@:-U:y:&f:E :bN:):٧::::ѡ9:\6:V:@;V:::Ы:n::{9:5:::m:u:{:I:ý:M:ϕ:·:j:K:u:; ;,;(); G:~:H;D: ;;\;&;; ;;K; +N:ۇ:_::.:r:V:̮^: :#c:; :&:n7:u/:!:f::y@:::iM:Y:xFs:g:::Ϡ::R:v:::K:>g:XA:J :1F=:%?:9s(9a5N909cJ9fd99K9p9919C:.D:"3:8:,]:: : mS:M!99ػ99N9Ǟ599ԝY9q:T9W: +:>9$939F9ޫ:DR?:6:PDT:A:*m:=:4lE:'e:[ۜ:L:h^:Xto:>:1A:IA:;t:l: .: c:79O9:79j&:%8::.:"b:&::: s9=g9Y9'99-9*999 +999(99j969'9~9k99zʩ9ZEV9I[9he9W G99Zk999L9w9dp969r9F9O9|9 +9A9r9M999:99_7919X.9ЇO9=99w79997g9#9‰9h9-9 +9i999W911>(1|1<1^11o1131X11ã11Ϡ11]1k1Y1 C1m1H0181[i1J:1N1 g1_11o1]x11qr1 1.1 O1 1G1ƶ1Y121O2=:2 i11L;1<91G11^11111^161~1|1,1n1Q13511=1*:11:XO1+P1` 1l11^1KÂ1;W1^1M"1,1H111sz1NC1>1` +1O61_1ԁ11w1tb1a%111u1/ 1!2=1>1/1k1+1!X11O1?1bI+1P~ 10s1"}1@10F2 2-2.A2! !2 fY122 2<52.o82K 2 00yb1 ?c00b00腈011 (1"100W1 +{0,0F0Ӫ0ݩ000F0_0A0ֺT0œ0U0G0 0e1/1p1 1!1[1M1=:1^t1L1.1 b12H23ǻ2%F2`2O22nl2\ A2?+20W/2K2;D2.22 22S2i222¿22Ϳ!221!2td22!2|ݢ2i\2L2w+~2WO+2F~2d (2RX>2 22N2(2q42^z2~2j11q11u11]11w11Ԝ1׀111.v11-1oQ1\q1.1m91K 1:1Z1I=j1_H1~11҂1j1XL1|E1h.Z1ܘ1^1^1٭1tT11Ȧ1 1bL1i21ks11űx1<1 1/11g111x1<1:1,111511p11l11,/1h19S1*11h{1#s11G417q1U=1D$1(1)15W\1&-0~0'17N0N0b0'00161 11 00ߔ1Y0 1e=1S1uk 1b1BiH131P#[1?111q1x11^1L1m@1Z51$1^10z1"!1 |111 g17788U8|8o77$87d76F4787H666È6H7g77,W7]7O6h77[6x6^6n666R66 6$66%6㐎666}6=i7;l7,`7Lm7<7O7LF7-77^7L7r7_7=7.B7Mb7=76;77^6,606v6տ7 77.7!?f767d7 6656j6q6d6WS6E0,6mmC6X6J66=6s66o,66Z64I}6% +6G!65b666=6&66Z6H"6p6\]67O6(@6J8697*6n6P6A66&6 6666J6C6_6\66d6V66r-36x6^U6^:6K6sC6_g6pg66566#6t696޿77r7A77_[7N6]7r7_7/i7-7z7D77rM7.%7V 7=ϕ7/%v7Na7=g7!7 7/J7!7_H7N%7q7^7=7/7M7=x/777Q777^77=7Ђ7QS7gK707j747[>7 7L7q7(7^_7^hH7L7oZ7]P7r7W7,k77b7n777 j'6&7?7 6@6=6364<7!,7&7.7!+87 u6 7ܕ7 <6‚6b6]_6›6v6606^6<6Tz636P6’6A6x6j 7<٭7.7L)H78>888ڡ88e28Svu8v? 8cc8C<848RS8Ao8QF8s88/8a8Pc8r&8_+8&J 8u828%,88 }8ϒ8a8 x8@3881N8N28>T8#8-8/g8"|8F,8A8\/8#8@8oh878=8{D8_88}c8u8 m8c.8S8\@8L 8l|8Z8<8-68Ic898|k8ig8K8x 8V8FB8eZP8S9:9,9F,97q9w99*D.9%9S9C9`9P>949'n9@9198#9S90688֛8+89w9 9$]b9e989 99nщ9]$9}t9j{g9Ljv9<9Xa9H0099w69G9Y9eo9Tc9rp9`=9.(9!199$p9*99 F999C949OP9?9'9I90 9#[8ƃ8&868.8=882?8.8 b8v8,8+A8]88 k8 +8t88F8W&8t"8af88p98j688+88V848]j888oW9-8:88ǃ8o89m9d99 &8O89Uw8]_8L8^88X878v8'88{8S8i8 g88W81x8^<7T78=77j7 Y7'78 K888 7d7 7mp7#7V47O(77G7d77717K77؀77qJ7k7=78 E88+%88e788_868(8B83u8N8tY8%87>c7Dg7C7,7Ÿ77~798a]78 82e77o72f7ݙ77k7X 7}l7Xx7Hal7i_7W\"7B7=t7.7¹7z7g%R777w787*R;7FZ77W7, 7B7(77U% 7D7d +7R]75B7'5d7B73fk7ر7w7Q7R7As7^727<7v7 7́s7W7]747, 77u;7b(77qn"7P +7?7^ 7M*77j7;7c7m~W7ZM7}7j "8PH8@ 8]8L_80N8#C88x8,U88V98El8bQ8P{858'8@*807٪7 77ߧ77qT7)m7<778u7f7Y7Ĥ7ݿ7̒77717&7V717x77`X7"I7W7777EA7V7uT8 +788ى7j7wl7g+708P8M8#W8=8(7i8 +87777Ӑ7œ7za7,777ޚ7T7U76|7sb7A7Ǿ7`#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J17:16I15 f1113SP1/#1-;1(X10w1,%1+1%2)1&1 N11Px1)1#u1"115u131#1 +L1;1/{1`Z11 000P1$5?151Q1^11 s1 1e51:1 +1 +$H1ޭ100%<0ܝu10y0Y0&0f0c0д'0w0ߏ0^0Iw0P0i0I0ښ0 1 11N,0 0]0b2090h0.0ڊ0t000100V0hO0a00r00{0|!0P00F0n0b0Vx0fK0b0F0A0 0000%0ld0w0A00 0m0r 0V-/0Q070|kX0^v0Zj0?0C:0)@0&0Z0;0#6000 T0 /2/쿺/c1<040E0{06u0ǚ0r00ׂ 000қ0*0U0z0000{0 0J0j00dA0z0}P%0yR0[Z0_?0D0@I0'0u0xW0ـ000vz0so0Uv00q0pj0Qp0SA0705Ҽ0)0XX20=40:/0!0$0B0 [F/(30E00/ף/5/{/Ny/)40h0M*?0H0/vK03|b00^0{0+20 0o/s0M//`/p0/&/~/0+/d/ /Ո///G|//d/_//__/Y/5L////A//H/P1/uW/ +///h3/oE6/G/Bu/!/|/S/M/+ZY/0d/x/>.끇/&qT/ +/h.܈.!..T.~0a0k0iR0LW0N}p030100I0/0,#0%0A0a0b/0u100/m//1i/A/ /|&///u/K/+/$/Z0x/K/h/Z/@l/ //ђ/Μz/*/,/Bv/0/ws /qF/I1/˽//|-/R/V/2A4/./q/NS/+?/'h4/ +t8/ .o.[./̨/eF//`/cR//0>//0/R/tC/s/lL/}/z/N/ /x?/x[Q/K^/L/'p/&.//Qn/,,/* E/ /iM.Yo.Lr.7/ k..P. .2o...s/c(/=J/8//7/;s.*C.$>/O.V. ..Ee.B. O..[J.....&.suJ.la.DN.p.e._.9.>z....ç..;.~4..X.S ./.x.M.H/.'.+---d-ڸ--q-8- -[-l$-n-]-[0-NFp-t-b,-_-Qj-SQ-G45-EO-<-O-D-CE-:-;'-3@-25-+\-~--k:-iE-X-Z!-M#-K-@-V1-J-H->P-?~-6<-5D-.O,-B"-8a-7%-0n-1-*-)-#;-/--(-' -"1-"3-8- _-V-=.h-4-3M-,---'(}-&{- ޚ-,-%-%G-- Kt-1V-b-\-! -]6-G---8X--]~-rm-~-x- 4- E- - [-3-i-Y-Ww-K6_-LU-B-@ -841-IA-?Ʉ->U-6V-7U-0X-/a-)i-9 +-1q-0-*$-*&-$-$=~--)y-#y-#U--o8-t- -m-5V-.u-.,l-(-(-"-"-`-'e-",I-!j--->--f--̦--ހ-"-8-g- --, - - +x- +H-z-p -S -I-=-ԍ-"---- P--C-.- +- -L-qV-a- }--+-)--f-H,-,,,. +, .,,>,v- V-$-Z--=,-,,ƚ-`,H,,,5,:,,xT,m\,C,),P,,i",߆/,؃,E,ã,,,ת,,,27q 7^7d7#7#7F77z<7@77~7m7uP7w~7n +s7km7aO 7|7s7p,7f7hp7\'7ZQ7NX7d7W7U?7H/7K7>7<+7.ͮ7s7jO7h 7\q7^e7S7Q77C 7Z7N7M7@'7A74n72,7%V7FA79777)7,17Y7G>7d7'.h7 +77 +7 666ຼ7P.7CG7A 73m74ߌ7'v7%7"71z`7$7!u<77>77!67T*7 }7 +{6}66y6ފ6o666G6u666677766"6ә6Ϟ6)6l|6W6666z6E6566i6666r6n\26LV>6M6h6dQ6C6H6*6&H6 CD7?.7170Z7"h7#ݜ7 7Nj7/7!7977^7q66x6љ76F6y66`g6O}6V6J6Ԥ6p6_6g6Ƌ666o766s6Ͱ96G6Q66[6.6 66_6f666_B'66&6<6g%6k _6I6Eg6(O 6c T6B6?{6![6$<6 `_65ݩ6866h6{Y66^6X69n6u-6S6N>61Z65W6k65QJ6?H6"36o66}5555[55@~555n55Z]6- 6{h6 5K!5;5A}5L5 5C5S58z5L55uP5m5=r55Vl5~)f5L5S-t5'+5!y4j5Du5I54 N4Y44e46Ƽ6I6666!,6~6Z66{\+6wg6T6XS68)}65f6]6]624F4M4 54^3HC4ZB4*43383g5N3Z233O3AqG22\WNHl55+5]5i5qF5?5:e5O5aצ535-5E+5 4:48W4WW5"44o4+44F4F4744vL4j4&4/݋33f35_F4ʕ4J2444_4U4N44Ku4A44 ƙ33yN3?)4h3D3ĵ3g3|&2m2p#0o3R2r2 >p +T5N.ٺ4@\43eQ33'32p3%72I3y3ڀ3Ä1P2вEv j2uE @=#!ܳ)\V{/"?4 a?Գ[g1~>3KX /I&:!?>jX(FrL @sȳoV$ven*~Գڳ9^"ѳ뎳Pz$y6]6o62 6[6\e6;6966Z68J675665595̯6=6%6l55505875Fz5i595F5K5Y5X5RQ5&K6A555\5+5ɞ>565fa5\5x85tc55zT5|*5Fj5D 555Mو5J55! 4Z4>4v5[44 Q4D44L4k46q=5.5e5^50;57Dz5l-5 45+]X5544l;44a4Zv4(4!44r`447F"4-34d4#43333r2\4V4K;4G4F4O44/31^4?\4$3 3|3Q_33HV3"[2C;3?3\ A3FR!2'2[`u@V첱2Bڞ 9#Ơn]%;SkM5y@5By5A55%4<;4z4s5446444m94iX(4 44yv4s}4)0S4/L33934$4y3(3ͤ{3lQ 3z2q2)u@434g4e4~J4N.35-3ãz3W433+Q3N3QÀ2r2@z㚂3`~2`2Hp !DzˠZij&_.!@QIU_|33y3/12 +Py 'iX1:n)ԏW;h+ACjyd.:E5H6` гY_~sTe;"Z!糔׳6-+GMM۳sMo곈ӱ.jx'Ӫ7C(ql |Sa1˳rԳinMM(γsAyf}ٮ/2MܳRYmE/۳г)쳦2hbT+ϳGn̳{xѳ 0m:_f;J䳫dz9\FNJFdz˳+o_;rƳB64?DnөFU_u۳Uvw;̌`YWȿ h'FʳѶ%բL]xԭ7T۶#ؐs]Գ 7p$.藳Oš7䳲A*I'&a񒳺 MpÓwYv:J=ɻMpҳTmEʒWeΧWֵ=Kɳ.ƫugφ`{cIg˟t +Ӳ˳Sת%@sE(t6۳ڔpdz0%`dtC ޏ_γ8Ҁ.r"^Hγo-U݆`4Y QurP嘳{г!aj^p Rf +gųٳ{‰EGU1ih/ꐍ~`R.W^󈹳A zx=. .iM .g.?.@. ~d...-U"[-p-`-]ګ-P-R-H-F->i--8--|%--mȶ-kx-^[B-zU -i$W-fK-YY-[-Q -O-G]-`"-VC-Tp-M-O4-J_-G;-C-J_~-D-A-=%-@-=¾-:m-8R"-W[-M/-J-B-ET-?I-<)-7-@=-:e-8,-3V-5e-1x-.G-+-:h-7A-4D-1-4-3@H-/!-.l(-.qv-,07-)-' -*u-)-%-%)--`W-~ -i/-l-[-Y-MD-go-W2-Uc-I~-K8-A3-?-7{-N-D-B-:-<-6-40 -.-9-2j-0I-+--, -(?-&k,-"W-GF-> -L-A&-:ђ-=u-D-I-B -G;-2{-2|---.7v-3B-4K-/4-0q-) -)-%{-%-+-- -&-)-7?;-:-3T-7J->+-DRy-;!-A5>-/-3sq-+-/-8H-=-4|A-:g-T%,-Z=-R6-YI-b-l4-aŹ-k^-P -WrV-M-UQ-`J-j-^z-iA-w--wP--{--w- -v-g-uӗ-1J--d-Q-.-J-R-H +-P:G-\Y-goR-Y-eC-D-MIT-A-J-W.-b-T,B-_-tW6-l-rv--8- -$-N-p6d-o-m+-}]r-Y---- -!hL-M-h-"y-$H-\- _-&---h-K--h-S4-'F-+-#ץ-'-0^-6J-,m-2v--#h-|'--(Ȃ-.-$-*-- - +r- -o-- U--W-V--- B- f---:3-V-z-r- x-&,-6(-"}-r-- +Mo-m-r---r-->m-F2-:MJ-C-P-\ը-Mg(-Ys-6l}-?F-2g-;O`-I?-U-E-QR-j-z-gj-wu-t"-]-F--cu-t-`-pZ-S--(-"-.D-73_-*-2-A.-M-=v{-I-%~-.-!R-*6-9-ENa-4-@˷-\;-l[-W-h--+I-z- +S-Sl-c1-N,-_-vH--q -\-$--q- ----p-#'-Ѥ--U-ͻ- - -iG---6- +- M- W_-- - -@--Ɉ-1-^,,-o- &Y- +`-6-nD-=-,--"-m3,*,-,h+,,-,K,u,F,,},{/,5,,,礶,,,,, ,-}-@-.,h-'-b,~,,,,,i,,~,m,,,1,K,L,k,W,),,n,Є,a,ug,鴸,,_,7,,,0#,,.,ş,H,֢U, ,ծ, R,,,Χh,,_,"(,>, #,,,-,,!,,f,Cb,Q,ƒ,<#,,,],-6u-H-0X-BI,,","x,=,N-,^, +,y0,Ё,a,Ȳ,G,6,,m--- --+R-=--&(-7lV-?--- 6 - -1*-a-,4o4(c4%c33(33y 23Ա3}:3q2ee21mg<1}301,11Wrm5@3P@ݳ5nGN^\ z<[G94iae\賃K2/rcxֲ1 r BE;Le=5pN5Ipt^^Y +@3ӳinJm3³iazZ)(zy߳糴^2˳Yꋳ^M~a2|wճKKU߳Ds[L೦pv4MST޲?&"ᢹ]&)!>N峃[gEqemгVJe;q ֕𮳮h#hMO>Z2ij=)B7<ҳýHܳӳLń麟Wȕ¢OǡpشówL&óų볱OƳmik:GԳƳʳ곣3V\3dzF>9K2%8'ҳrrv`Lq/\ڳC Z+A[^qrUAsZsZA>@ӳZu8?z@tԮQƓ𣳮ѳ +2q泘YVtٳ%ճwu\%?ѳ^b1޳׳ȳ i]p9ɳE͚۳ΉUgm5յagijItگ\ȳlQ߽~XUߒ/ы(G,݁ȗ9-ܳRER5۳f9KA]ཱི,h۳D,o}4j:;DbI<+wQCO%᳏V81ł護ɳf(цP䁳e\v߳d쿳딿j;Y5c_1x4P%@G^ "ó>@R%Dųf(P6YF@ +wc:i³ٳ3Fųܳ'2&lг޵O@Jmќl&Focz5s 5lʳ1۳]v1C[nXzYvԳ2%iZ@ }S۳ųU{D=,ǴT_WꞴ@Ҵ3rȴ0P[plд+d#ݳϳխ'"TbLHI=^7a@Cgi0ô$+ԇu{״>%"JٴG^Xw|Y]쪴Yn M:  +o7ش 8 y:dz蹁gL͈۳ƳֳG޳:FܳJ@]n^5\_гhټ䩳$4*)~b=QA+i[rq>[p)ܳ9܅γ'6/DeA[^-T-I%A-HT-?$ +-?-79-7T-05->-6$-6]-0-0Lz-*i-*+-$*-Y9-L-K-A-B-:C-9`-2pw-Ag-8Z-8N-1pv-1~-+-+[f-%-3"-,=-,)@-&z-&5-!-!8<-E-&#- - C-- +-Z-,--1-+-*@-%HU-%- t- =-s-% - ?-ޭ-#W-I`---$`----a--%-- 9-A- |- - - -s-[-<[-Sy-G!-G-=->!-6b-66-/-=P-6-6-/j-/|-)-)--$M-/-)-)-$-$-e-y--$d-x-b-- +-D-1--/f-)v-)-$3-$<-P-D--$2->->--- +--n-- ---- lt- `- "-G- V-- N- - -0--L-k-v$-[-.- - - - `H-9- C- {-- =u- M---U- t-E-1--&,/B,,-=,,,Ë,k,,,"- /.----5,,,-2,w,d,`,t,,{,,,N, ,,,c],E,W,,,*,4,Ғ?,ҫI,O~,5 ,---W-D-1--- +J|-g-nv-H- &- +#--p-s- +u-@]-h--!,1,f,f-,,,k,,}8,ԑM,W,,%,GG,c,#,<,ř,,k,WS,t,,>r,G,iT,d,)W,,IN,,A,U, -,Н,J, 6,,u,=,!r,o,1D,T,*[,m ,☊,,`,[X,F,کi,ڄ, t,02,ێ,˲,āH,Ӌ,<, D,^,A,,,,Ĭ,,vr,2,,,ؑ,G,,ˍ,m +,7,Z~,MA,(u,@&,,, , ,@,Z,9,-,g@,r,,,,,y,5,_,OL,),,,y,,,=,,J,,,,iK,<8,, d,-,j,,,M,,,,>,pg,|,Xf,ԭ,l, ,e,R,,,C,4,v.X,jO,VW,6,0^,o,{,p<,ݦ,,4,,c5,,~`,},s[,,*,,~,t,uJL,kZ[,j#,`,s7,iɹ,i.X,_^,` 7,V,U,L--->--- I- G)- q-- G:- I- - --ԑ-z- -A-ײ--&,UA,H,B9-5,@,:},0!,7,N,D,y- +--ٲ--,8i,9,*-,>,G,3j,-x,;,? +,k,+,>,;,l,q,ƴ,ٿ,5,j,ٻ,ٺr,,,/,,,~,O,i,Z[,ᒢ,H,_,S,h,,,|,I,W,,,é9,|,,,͙,,ϩ,),>,ú ,[,,,,,=,2,>r,*,,Î,Ú,^,t,,Å,i1,`,i,s,Y, ,,~,,, ,*,,^,=,,I,ss,B,,H,d,7,,<,E,O,wF,o,ټF,0,., ,I,Ԧ,=,4b,],ʞ,~,,0,,,y,z,Z,Wh,\,z(,V,Xn,Z:,ZV,,,֊,I,,_,Î,Ä,],dz,a,Û,n,|J,t,i,,,,\,,,։,S,O,N, +,B,PY,T,,!,,{,,b, ,Y,, ,g,^S,,,W,Q,,,w,ī,h,h,7,O,g,m,0,,Ab,h,,,) ,4=,{TQ,{;,px,3,,I,e,f,լ,k,X,m,,,-,,{,z4,p3,,{'6,{;,pO5,pb:,e=,eC,[,p?,e,e,[,[,QՒ,Q,HBk,',,,a,},V,,},H,2,,ge,c,Y,?^,@,,,w,}E,,C,,,]B,,lf, ,,|ʓ,|6,q٪,Q3,',,,',Q,9,,,$,m,a,u,{,{k,pm,^,|F,|Y,q\,q ,g, , ,,+j,[,,]~+++,++*,-,e,b,,,/,+,pt,,~+Z+Wi++W+ۙ+L+'+j+ܠ+J+)A+f+ƿP+v++=+m ++5+&+j3MB220 ʲVy.&20"1%0ȳ_a %bc27acapL Yc賖V^"j³$⃳a3e3ٳ 8Z +ڳ~I ׳ͳֿąI%! : ó9ijzЪ7G˳/ܳ+A*tÔֳg߳O>o,³fڳ32s<̾!Ы(g Ԉ#!<%IJȹȪb,$ѳ@TUV=ظ˳ԲӢxX$^؝53~ߎ?} tͳ-+CܳU6\_'v5>QI9YɡJGWx^Գ͆ͩѳхdzɇ½֪ѱPѝDMznt7Գo図r lqxՁ|ASĥ[nϳ_Dh89܇ܔE<b/mri56i%ȳߴ\3 Rۆóf0ߨww]/:RZ FtYt^i '6߳H@Գy.ȳY]`+초q{ʳWyE1^?4l.M ҳsTVM_ԳֳIFE(,Pqۊhpۜ8ۻ]&[JW,i޺ ɳ1bf=ӳjӳC_u~ϳ豥H&}pp5n Ep?tl巏ҳ!) A#\%MҳiL񱈳zr'! ܳïݳ^H<ȳV&ó ؉?!2Ois] +i|i3Yu֑ +*II3a9Qz>e z߳贳:G* J'l?ֳᓴ3{IvݴdBѴ޴ _nܴ27XS z8)\vK 3U* mhF%"ӴδI@l%:!Ǵ!*⡴g) ?ôﵴeRHψ´ w - +X,Ӵߴ*۴[Dٝ_  +Y -  +r +g -R > I +} Q + [ ̴ e ȴ ȳՏՆ,XSܥܮ³16NܪXܡ5~9dzLɳPI$]<.D|}2u'۳pÜ>Ұ&3},H@U8Cֳγ³y-Utl"0dz򚫳򓟳[b򡶳lp'FJﲭCseг/|9~|JQمϩk,ly8%r~c .&`³D;]5AγjAykO"8/*QJǴNX3OӴTߴ_\C[`YJ aسȍ򌔳%iY_$]XVN `M8qV۳P#Sͳ״l.1Dγ>kD1],22z *&̴>0X-E޴G.eCft|Ada{osFtqɴ_>),A@;aY\piC?`8bnnlgSjдVSebePMf;a> TCE  + + +pڴm#ov[XH6Kk %޴^ MPô , ( + +Ҵ +a #Ҵ + + + + 7 k_ +܁ K q` m 1J 3 $ヴe 1~6Jʹ?hDvQWL|MR`:gAGߴJ52(x 8* ڴ ޭ ᣴ +V2TX3B;=´#δ)* :E36 x V f M +  玴 z +z +ô K +0 S U Oٴ  K ޲ ش + + e o 4+ +δ y - A* :=    ) v  JX o մepz"%t~ H  ӭ xS4 g[>9襴,z*!+%+BM6ݴ>Tk׏y´! ~ @ +% +˙ +Ǵ T ] +k  d `4 %δ 'r e Z/ h ! Ŵ ⡴]\HG ڴPٴNE e g + .Դ  ִӴX д̴]\@+U!  yĴ\_Yaf~" n\EkҴqEǴKRƴWn9дInI"7Q.:\B(I:*;GմfT OʹUa Y޴jnBbg*CT[vҴӴ ,#3ʴ,Z,*Q,8,(,9,R,W,z,AG,R,t,,,4,,g,),o,,,,SM,,,, ,3.,D,,9,x,,,I,',]R,{,,u,,}O,,1,O,,,,4,{',,c,,7D,P,{},x <,pM,}4,u&,r,j99,l,ex,bL,Z,,O,*,-8,+,%,,,+,9,,x,~yJ,yqV,s,n4z,j1,,y},~, d,4,|X,|,urN,r,jQ,g/,pt,p$,e,e,t<,m\,i@B,b,h,cV{,]t",Xx,^,X;,TY,Nj,S,,Ni,I@,D,_,\ޙ,U. ,R,[[E,[%k,Qq,P:,K(,H$,A,?,G;,G,=g,=5,d,,:&,x~,y,pU,n ,e,w<,mA,l\N,b,dS,[,Z,Q,g,_,]k,Ui+,Wd,Pr,M,G,SH,K,I|.,Ap,DLG,=,:n,4G,a,XC,W,ND,PF,GK,F^+,>e,M,E.,D1,;,= <,5V5,4 b,,,@^,8H,6,/R,1,+{,)T,#W&,.(,'J:,%<, +, q,7,,h,Jm,D,@ڣ,;KW,?>,;I,6v~,2k},7,2?_,.X,)e,-1,)3,% ,!H,81 ,5ٔ,/;,,,4a,4p,+G,+N,&W,$v,V,FQ,#Lg,#:,,,#7,&(k,!',,0,ҵ,6,7,v,b,[,b, , Z, +, ,{,cY,j,X, ,b&,`, , 4,q,,p+,›,++*,,&+,}g,8U,&,Q,,<8,r,t,gX,i,yI,Y6,n\,uQ,*.,],n,0,,ug,?,,n,h,~HP,,',r,;,,\_,_1,R +,T,cǸ,jS,YY~,_",H?,J,>,A_,OL,U,E,K,s,~8,h: ,sR, <,,K,,],h[R,Sr,^,u~,,jʕ,zY,s,,,1,ɬ,h,5,,ň,v,!,u,a,,,(,VU-jN,-K-{.-&-oE-!",,=,ޖ*,B- }|-D--,,T,b,),,N ,,,W,,,,P,,,.,ow,*,΃E,--r,X- u,0,۷,`,Ӳ,j-, - +,5,8+,,ε,/TR,p,P&,nxA,,d,}D,x,,,j,X,o,C,ӀQ,3,~,,o,(,2,,/,: ,2y,2,*V`,+]p,$-O,#!,o,)z,"Z,!4R,,!,D,2, û,j,,,y,B, , b,v, ,%,[,, +m+آ+_;,<,N:,, +O, c,,+H, +0,,++l++=+K9+o++& +"+Ɓ++Bq+Ւ+U9+j++ϑ+I+x++,,7,&+l+=s+(.++l+@+܌++X*+ +ޘ+x+Ҩ+u+E++㠵+ ++9+H+]+׍'+Ψ++H+ַ+B+i4+ٌ +`+Ƚ+U+A+Cj++e +Œ+ +%+P++ ++fG+/+}=+ ++7+ + m++l+f%++++*4+++d+l+r+T++5+C++Ձ+w+ 2+-M+3+Ȫ2++T+++R+>+-+mx+e+Y+z+Hb+a+)+(I+F+++m+ +ǝ+ ++&+M!+G+8+)+3+ +9O+++9+x++i++#+r++ +++Ry+\+++o+}+y+o2++++O+y+Б++w++\++++|++:+q+0+<+&+x+7+Z+a++f+=l++o+++*+~R+A++zl+T+{+s9H+m+tC.+l+f,+^.+e`V+`O+XZ+Ss+w ++u+i+h;+u;+xm+h+k_+\+[+Pѵ+O+\7+_"B+Pf+S`+I++0+O+,6+#9+<++l+;++ +i+ذm+ȃ, n,, , +,,',, 7+,{+=+A, ,,F,++Q+ɢ+++ַt+t+2++V0+++Q+3+OS++Wf+!+א+,, |+;,l+Si+N+Û ++B+,+G+J},6_,G,.,?t,[,s,S/`,j5,'OI,7|, H,04,J,aH,B,X,|,U,v,,,t2,,,{L>,,r,,,,zj,z,@,)q,-,"F,;KK,P`,4,H!, ,c,=,,-[,A" ,&Q,9,i1.,Ԡ,`,|^,4;,D,,_s,Xv,sf,PL,jo,0,,l,)+(+\++S+{++ +;++G+++<+1{+˅++c+Ǹ+T+?+S++Μ ++cs+f+U++şn+Q++E+}R++po+xc+ɖ+sW+3J++d+lR+Y-+aU}+x +c?+lt+zp+2+I+=+++ƪ0+SJ+y++'5+++ ^++)++G,,v+<, ,,2,,,.+D,k++b:,M,%,,x,H,b\H,A,Z>,,,v,,:s,Ra,3(,Jz,m,,ec,(+ۦE+]+ +,,s,at,+f++[+Ő+;,+;,,,l,CZ,&z,,.,MV,h,E>,`y$J޴@/,Y]q|y`L +1a<-`3ڴ2д´+մJw Har/3ax7e~Wrٴ`ƴ  <] Q갴˴״ - \ 2 +> +ٰ +j +p F ݴ ^ 㞴 _.k|ġh;ۀ^/ Awd I + +0  +(G + *׊ & Ҵ 啴 ~ +d- + D= ^ + +ɸ k  +wN s Y? u r B ] . Դ j x ; s9 , . MC  { CL J t qȴ̉=, Uδ c +6ݴ + +̊ + Q +B~ a  Ԓ ì s J = y o B M  H N ôh6´ƴ[ s o Z5à *R8`sf*ݴ&L[p9bdڴ +>vE /~ѴDU״;c-^\ Yeٴ/l#(-;e<WֺM6״Ĵ1VnWwQ,n=o`SǴɾ#7-ڴGXG۴YV´o4LrL{H Ӵ -X= :Su +P +m  NL +"n ) + +fRHdH@րE +ؓVduE W I (D ȴ ʹ CS 1  kvu g v#b +ٴ  o +c +_ ; lW S 7 +c8 8H 7j +Xt"BvѳWS~մȳ׳}j5?|a_ +fفJzQ 󏮳2߳ҳѴӴ|唴{cla虴8.L\@z<γUi|t?p7Cbeݳ$$Vr×p'1T%۴ab ^ȴFfHҩ ' \ Ĭ N + < ش9<vb*ٴ |>E 25p]rD+OqC )cŴ#yA8K;9ߴ 휴ܴ (J>A#䈴 pд +GQɺeFˠ{  ( ۩ +Vʹoɳ}eʳCbLj3=r݁Nop $ _δ P ``[ +9ƴ7r n X +9  ȴ꡴ӳDmi.AʹҴsųgǴ<ZNĴ@ܴib^д+88UL dMrȴôGִmbSLOn~]'kfRS%8B&eRaMar{d8ɴɇ]h-a )ዴ;pǴbQG t|ϴ*bykG3H.6~TPwRO歴x״of~?~22k7iw}R/OIǭg,fHb+" )(l+J+d'b[vP19--祴#36"\juR+˻XtPôiUմrE9UA5aҴNVbU٤ &Yիm;pW>WKEpѴ39Y(Ǵٴ ^t ô*(#ڴnDKдػ;!OzV ewT[3J"TAݴŴPYw݋u#@D$Jd31EôF2 +ϞPX3͎ô.k\7].qQPbܴwC`%w}fʴԒ2(O.@miaawKx´i4"h/3 ^i޴.GA'mTU#4ִ|I!j%h^Sm~[Hִ1|o峴䋴zU-1ZNkxvYg   e\ + h F :$ ˴ Th zD- B|vnҳ羴v + +vH´ƴôiFM{ S B^"{y˴' [ 3, 䙴o+ +r R̴ 9@.rVD]i{CN0L +- ڲ@2`$ǴѪbִwuŴ(>40Rj1̴foo$m{ 5^ϴ:5WB_o=ǴVд.Q\b"E+Mմ{̴.Dm@%Ap⪴`t +."93VS(e@miŴ7} 掴 q< - , +N̴ #WӴ W  ( SǴ*ȴڴ9>9CP̜-jh?B#ܴ8#մKBC H + ʴ +Ѵ&u$ ô _! .--\B--L-_c--9-nF-O--&3-c--P-s----כ-!-ú. +F2.`. 2--ѭ--$... .P-DN-}-u--u-ʿ--f-&--p-2/- -˙-R-h-6i--$-<..H.wH. -ޟn--ީ-R}...R..\.&.R.)6.7F.I.:U.N.A.,h.A..B.=.Qr.@].T.^.v .cno.{I`..a...g..k$.].:..T.T. U8.0F.!.2H.C.Wq.Dm.Y."y.3z.#:.4NI.FVN.[a.Ga.\1.n9..pa.H.....r׈.|.tf8.j?..1..yd--M-5---}-K-p---=--(-ȣv-- -H(-&--8.Z..".9-U-|-- ..[.[.-J- +-'-0--*_-s--4- -e- u----6---6-ɹ- ...b.+-Uu--ў-罷.6.z.K.;.#>.4J.#.40.H.].HL3.].#<.4.".4-!.H2.].G0.].ux.n.v.zC..m.o..v:.8.u ...e..o.!J.3\. :.2D.F.\?.E.[.c.0O.%./Q.DH.Z].B.X +.uDV.:.t1..\.1.׾...rf.p.p. ...#d.C.g.6.#.c.?..ЧO.!.~.)U.zJ.Ä..ۆ.ئ..=/ +// Ԫ/{/* +//.X//R/t/i/ cO/1/#U|/4}..v.N..h.<.Ӟ. +.(....<3..2.////U/%]/7/(xd/

    ////k/Ë//X/p/er/w/ǡ/4/Y/K/aq/N`/dd/y/3/}GB/-/PG/g/S/iU/-/%/{/Y/a/#F////δ;//ѯ/e/E//G//L//֌L..!.v.@..f.Ԙ.A..ϟH.(.қ. .=.5/)/ /#/ T//-&/?.K...nw.%.[.I./.e./T//$/ݜ//h/B//E/B/ /x/ &//./B$/.=/A{*/Tô/k//V/m=///h5//W/nV/Wm/o / c////+/v//W/obV/W=/o[////u/Wq/n /VÈ/nI/k/M/#_/{/K/0 //L9/`/܁/dž/ܴ//'/P1//f/ܙt//3&-}-b--C-v--֩--L--h--ȹ-޼-]--Ω--~-[3-e. w-. +-"--ě->-0.l-;.T-rm--|-Uo-S-U--z-v--pV-8-p-----. --*-.sF-k. -5N--3-ɡ{->-l-U-o..-./.+y|.@..V.>.Te..)B..&R.-TQO-s--l- -R-;-C-es--- '-@------Ԭ--.}..(.C.* .>.'x#.;4.+..4.k.$<.7k. vi.3`.UH9.nJ'.QDv.i.....M s.e_.H.`G.7.OA.{R.$-g . -S.9.ڸ./.1;.+-4.m-H. +.}!.'z..#\.D.[.@X.W_.vm.%.p.>.;W.Rf.7o.M.kCU..e'..TI...g.L.v.EJ...Ȏw.(u.{.K#.t.M."/ \// e/Y/-^ /@/,F/?g/ +D ///e/*/>/)|7/)//B..=.#..ή.L.C .Z. y.ڳ. .z.DZ.ށ.M./}/.$./ /yX/1/ /.q./ +.-/./{/,/Y/),..G..o.,.֟.B.R.U.̅.s..Bf..30.w.>/.///&)=/;/#. y/n.%$.|/U// cN/~/E /[K/B/X/t2h//p/j/?L/U46/Ʊ21?'P2$2<32\3$$2?J(.P2X}23-!!2[36!X޲:!"鲯gf1))ҳ#5$˲x ɲ'&P\)i0Z%2io0el2v_293>Nf2P`3C(102XM1n2n23F34l44;V4`4:n4_Ÿ4ˋ4<44[3"33<)3T3`4b-3 43{3[3'3343t4l49֛4^48$4]^#4Y4f44464[43J4X44T44'w4+444j4ϐ4?4yv44R444b4W434]55A5jj5 -j5!a515J +57 5O755% Z55) }5<T5U 35?5Y44N444R;534ꉔ5T47P4 4S_4j4k5\4Y?5 +55,=55.?5CR5]q5Gk5ac 5Pq5125 53t5JU\5dH5Le5g]5c*55k?c5ý55 B5c5`5qy55vt5[G5x55^5t55χP5 955625^6>5}5ڈ5y5\56 5v6 5{*@5N5^5$5٧5g5m5J5N5#G55^5:5L5n<55-U55 5qT5π6ε6^6.5rG555665\6(64\.44sl4ӈ4 5 w\45 44Բ4445 j4R5 mv555P5 565Nf 5j5O5k5!575!\58:5P5l45Qj5m4449&4ղ4'h5 es45 k4-4Ҭ_4G4}4w5 4 5 5!A58l.5!58 y5Q5nR5Q_5n5!57u5 5=56+5P5m;[5O5l }51A55;5Q5a55H55t55V5z55Jt55t5!5<5 56{@66e6͢5c55B56[c6j66*5w5{5~|555fo5q55 %5\55ּ5p55?5Ӣ5 555e6 46v6 s65ټ5J556 M666?T/\7IM AIJ|d׳=.mTG63!]ꐲ i1 |)k1{x2-43#23ϲS0ѷvҰ2(#332m34uuA.P)AX&k1*ܳ6b糉dl:b:_ kxBα="YaO$.2B2&2k2 (?*12[1a23ty3!3kC33?`4 g`3X4 +S3_3j!3T33g4Y34qb404V'4-ָ4R4~4a 4}44)>4NN4%F94Jc4y-4z24tUb43Fw33:T3F3v3L3133,133͏3sIz33Z3~3P4 X4E4U4AV4o/G4,_4ht4~|4o4;ƒ4$454c 4_4\4*(+u гMn!DW1,hгj5 bP7۳lAHn]&޲/;k2NA2Wؙ>K21JdzpLvUL +Wf Z<̳P+cO鳍n;znM*ݲT\#1EְD6FܳAmѳOٱزò33d]23T?Y3{3ڸ=3d3I_2C3Bu2-31Q3i3ű334 40E44)yf4V4\4Ot;4{S4m4"3T44H=4t 4BT4kTS28_3! 2Ƃ3w3zwB33e%3=2Cy!2:2m2§3R33B3>A3o'3#4 34z4:o4c43%4Zl334X3q944+Ғ4Q4#\4JCl4Y4ϝ4o4{A45 +r`4y54"44Ka44>5z45(555)5T53~65NW5k05M 5i;S5^51=5505K_5fh5I65d!z4 4c444e354544į44F4e14y44.A5w5-5:5+o5F5a5C]Z5^5 5(5 5%5@?5[85>5Xp5}55 d5(5i5W5P555[5h55]5O55C555֨950e6t+66ى6 5 5D5F56H6`66=57!5v 5}u575335 5f5u5yƓ5B5uU5!5^5c5&55654O55 +96s6676O5-3555e66tm56v4<54Q4uh4l44Z4_44P4@4@414ɴ-484 45 5"5 +55 [5:5T56t5P5Z5{5a552(5L5/95H4V44n4Q!444U4؅v44:4v4T444.%4r5H#5Ŧ4D55+T5Dj5'TC5?c4lB5 ճ43W5 5#:L5;K$5 +56'5rg5(5n^5555|52I5i55d-@5,555u5 5ƲG5/565-56 56 5.5u55I5!6 5=65_H5~5Z5y5D5o5 +5}5U5s5PF5nu55GD5k95[55J{5W556J5=b6I50G5R55i5㲇65(}5 _/./I//0͈0-900mO/ܒ/>/m/%0|0l0A0*00-0 r]00A0>0R=K0C 0V0#n040&070Gq0[J0Jk0_G/a"/:/筂/R0 :~00 =-0(/꒫0/T00V0y0Y0 +0)z0:0+0=0M0b0PH0f#0.0?0/0A<0S0i0U(0kf0g0r0l0T0Y0i0n0>0qI0v0uq0T0I00I0ì0000}0k00A0{H0y00f0;0њ0Պ<0u/0D0[0y0E0}j 0um0H0^p0l0{0IV0190"00S`0˯00E0>00p0˻0ܪu0:0߹00K090j0i$0sb0 00&/*0e/0 +00 00" /50ɨ/*0T00#0X0#010C02|0E5_0W0m:0YY0op030F]040G;~0Z0pt0[0q~/+0P/00l0$300$mH/L0/~0K0A0$nI0/0$805.0G05q0H ^0\Ck0r0\L0s05w0H+05B0G0\0s1 0\z0r000700i0.00~00060"000M&0]30n0J$0ޠ0ݵ0%0f00Is00%0=0!01i@01x0000Z?0B000F00n-00S5060c00I0Ð0S0,0A01n^0Z:10W0i0g0Ns0쇠10lS10I41y0|1 +S11#$1|1&}b11 !111`1)1^1,r121CБ16iY1Gú1Va1j1Z1o@19ȭ1Km1<1N1^1s~1bK 1wP1111|1 1/ 1!11f1T1}1 C1 1#H13}1%15TD1?1Q1BC1T1e1{ i1h1~b1D1W1F/1YEZ1kN11m11N1G1 1~1L1sQ1?1p1(411MM1H11]1}1N1W1ǂ1D1:1ٞ1Cw1ݢ1{1t1Ϋ1b1;1 291q2 1A11,1Q1o11x1T.1v1~11[1A11TK1̏1!11W#1#2!2;2211[1&22 m2,2`2#1 +/1ad1 71x1&16 1(718?1 1l1 1"A1)7w19VH1);1:.1HB?1[$A1I1\1o51L1qe11J1^j1K 1f1{rk1<11˲1 C11A11*11:ʪ1*1A01^1?1P1!"11%1H17I1OX1Sȴ1oٜ1[1x1j1M+111cl1>1k +11Z111N1<11~1|11111<11k11Lf1̋%1Z\1.1Ԯ1 212 R2 +2*A2202L22C22#g2732)+2=1 1s11,1ۻs14V1*1rz1-1a1`1.1w +2 12v2 +z2c2x+2 2.,2C24q2J +22%p2P2*292P2?B2U/Ц09U/?00Qq0#00#3/0/0'0 0"gZ00!n040G04,0F0[0rys0[B0q03R)0E02E0D{0ZF0p0YS0oO/$0-@/@00 0 I0!0C/ 0Ԯ/R/0Y00 0001 p0Cm0/0A0W0m-0U0k0. 0@2*0,Se0>R*0T0i0R0g@00 0!000D0T0s00006t0+000X0ã0&0D0Z(0 +10fG1T0P0Ն"0X00ʈ1 X01 00L0 0?00Q0F00 +0/00o00)00'0=0'0Bz0?1n111k0_00;04011X1 '1DW/㣬/ /ƕ/0 sc080 0a/ݿ//ڔ//\00n00cp0*t00(t0:0O0eX0M +0jh0&VW07Ϥ0$0;]0Q»0o%0U/0s/G//"/0!0B 00/_=//P/A0^00:0ս0'w0>0).0A0YZ0wm0\0{?0,/0DR0.X0F0_0~0bDr00T0000wL000Ĉ02Z0P00V030#m040vg00L001 1g1b1"T01x01f11% +11'00+00ia0 +0~0k{0900h0M0'0h0Ӥ0*0տ*0%p10'1JU1 =1)11+0#101 l1r1-11/ 1'&1&@1f1,@1=Lx1V\1C(1\1w11]1 16O<1H1c41NX1iP81r}1^1y1 *11hz1!1]1a11ő1\1u1)11W1%11;#1)J1?1S1o.-1X1tɂ1-2^1C_101H 1]}1z11b1$~11M1"21/1151o1l\1b11ݠ11 41jn1r1+1x1`11/"12 1I2J/1H 131e1122&22W22/x +2 24/2Dr2[2Iy2aA#2$28hm2(z2<2NP:2f_2R2k1Jr1#!11Is2 /22 21\1(1 +2]h22u22"2,b2@2/ 2Dr2Wb 2p92[2u4222H -252Ki 2_F2y$2c>K2}X14^j1K17P1O}(1fJ1~1jA1M1:1R1=Y1Uӆ1m1"1q@1S1x1w111-1Э11o1g11#1Q1E111ٗ1?w1X1B 1Z1tAN1j1v11C&1]o1E1^!1y<1[k1{3a1mr11P1W1I111l11l1z11۪11 +11l1_2~1_2v2j2%,22'}'19O2C1/622'2)2X2+282N2;^d2QjW2f222iC2o2=u2T 2?;2Vc2l 2g2oKg2m12 +VH1">2 22-[2O2.l12 12 32|20&k2s2122A#2Xx2Ct2ZF^2qu22s22DM2[2E2]2u222v2`6TV6$6Q6'x65U6Iy6:V6N56.6,66/D6?6Sq6Bm6W[6_U6w6e6}w6)66h676i6jV6nq 6666Z6H662V6"^64G6E 6Ze6HL'6]6%666&686J6`6M.6d6q666ux@66966N66ypc6>6|6ؠ66616B66 6D66S66)66L-66ݔ66ڱC666˳687 771:7P7(477+27:|7L77%7?7/X7"]72o666`6ϸ66l666Uv6~66<6C}76렸78E7 77 77%dO74B7'XU7787 @77x77)K797+ 7;_s6(V6:6)$6<>6N6fx6RR6h6S06i|6~JA616;66E6666&6[666 U6666,+O6?@6,I6?s6Su6jSq6T6jk6,:6?b:6+h6?6T6jβ6S6j]66 6;6X6i6\}66%6AH6k66 |636666zc66 6WE671R6~>7,6g6L6iU61e6Z76n777a777,r7O7=7w7%7 7.7? 7/7@z6B!6 6Ǟ6܅<6u 76y7v66ܠ6ǍZ6i6+G76W777 7F'7!870537A:870[7Ar7j7!n7Rf7!L707A70J7AP787Il77b?77a77u777Eo7X7Hz7[7%7m8j7c7pf77K7^z7M"]7`7sk7Vi7uM77477777AO7 z77x7s7Ҹ777y7BS7%77̾7J7Н7=7rj7717¥F77 T7a7 7r7}88888p888,8 848 t8b8 %8cr8(8>\81F8GT7ȥ7ڹ7 +j7M70878T&707߰77257ڙ8:88"8K8$N88,Q8:8Q 8A8ZXK8 |848&8<8K8c58S68m7O:37c7P57d7x$7%7y"77RU7eB7R7f7{N7]7|W77ŭ7<77j7777777&7 7xD7Ͼ77X\7Syj7gL67S7gV7}L7ia7}D77T":7h7To7o 77)7 7lB76i77̎7|j7jz7G17M7O7„7yo7T7 D7ԗp7C777#7H7dz7H8 W8x8S8!7dg8ͻ7w8H8uY8&)88-o8.8Co84ε8K8[D8v8d<8H8<:8R8BY8Z8m58Ñ8t8#7nJ8 j8i882838$z89g-8k8'=8 +8 +8*+8>,8/#8D:8I8b8P8i/8}8 8`88V'T8pl8\)8ws88[h8C886+N6>6*36=I6S'e6i6Re 6hā6)z6<.66()6:6Q,6gg6OkV6f66Ք6N+6@?6@@6F66606s666?6jA636kg6&69hU6%<676M`6ei6LD@6c'!6#<65o6!64!6JP6`KH6G6]`6}646{}6q66 6K66yZ6z6vD6=6 <66686d6n6P]66j7.676W46U6 6{66767c77 I77 [$70R7AZ7/z7G"7?77S7%7527M^7:)7SD26«}6#66t6g7W6얌7}6^66ui6b6`7 +6i%7 77)74>7-a7?'7X~7D7^B7717 ,D757H7cz7Mo7h6C 62&660A6F=6[L6C6X +66-B66*p6A6V +6>+6SU6sv66p6U6666_6m6 6j46>6Y;6>66!66'66%T/6:6O?676S6 6"6 F}6$6:6VH6=6Yy6nu6ms6rM6}66!K6M6q6u6j6yF6!166U6W6#6(6(6 6;m6-777?66軻6T6쌱77}F7?7 +7$X79k7&Ž7<7R;U7lʾ7UZ7q;b7)b7@7,]*7CJ7X7uY7[7x[6 6n 66rJ7o77 766E6Ì67 y77 7F7/07Ezu71r7GC7_?7{x7b7-739m7IX747L 7dl77fY77Z7x7bC777d77l7h7c7n?7dS767tb7I/777-7?77(N7Ԭ7*~8Nh7!7777د"7A87Х8 !7u77{nz7E7W7)X7m7q7m77q7f7/7^H7Y7)C7ņ-7v7M7 7U8 A78[777:7Rp88I8888 888$838J89/R8O!8q]8)A8z8-Y8=78T8A8Y8b8~8iI88pI8Y8G]88n 8&8s8v88888(80k8!084x8Fdd8^8J(8b8#888&8;ќ8N8g/8Rw8k)8yp898~T8j%8R8 87M8=8ީ8&8K88H8+8.(8z777H7>7}7-7 +77@77!77X7Ws77M777 !788hc8~87;e7'7(7v8 =8S8 O87)7R7W7!177/7'7777'7W777I(7Ϋ7u77Y27K848'8?8!S7:87 888"988#t8)8>[8,8A8US8o^8X98r8.8Cv808F(y8[|8u8^*8x8H8P8828l8i8l88Ҏ88g8+88878*828Hy84Y8J8`t8{8b[d8}v85D8L887/8M/l8d +8)8e8f8O888U8ͻ8 88ŕz8z8u8l8s8588J8&-8-MM-3 -Gm9-ef-1O-^-xV--AC-AZ-'-:-W-q7-P-i=-]-}-/-- -8-l-- -YS-7--9-e-Æ--"-4-O-.-JA-b-C-[Ze-Ia-)"-$9-#m-=g-T_O-79-M-}-n-v T--j-!--9-nZ$--f;-d-d- -ѥ-0--KV-a-..9. +Cv.-ե-¸-Ϙ-...ԅ.3.2f.HR.-F.C.`-.{.Zh.t4.)]L.=.$.8.U~.n<.O".h-ɠ-v- --YA.v-(k. +֩--՛f-ib-f-.->.#3. [.4../%'.J.b.Dk.\Z.o.*_.o.%e.?_.V.::.Q7- &- +-R-d-19-F-+j-@q--M,Tl-1-%-:c- c-4m-_-{_-X-s-_T- -=-H-Q-l 7-K6-d---L-:A,- D,\-j-,-.-)t-)* ,_-@,ݳ,>-W-#- -J-Dɇ-]->-W +-zL--r2-ϛ-8-P-3,-JM-k_-J-dq-5--^-]-Æ-␲-Y-O-3----j/-ԅ---.W.!1. _.̀.598.Kw.0].FPM..'.ҩ.pF.+.A.'E.<-=-&-TM-.-*--Q.-[b--,--m-U-N-H-p..is.1..8r.X/ h/e./jc/8.?.# .NG.!/k//q&/4.~:..w+...X..2.q?.]W.j...F.V.#.i.T.×..A./ R.&/ .ږ.Ь.6.г.j*/.G/ܿ/+&q/>/'/: /T /l/Pgx/h6/#/6/ `j/3/Lt/c~/Gɕ/^J/i//J/x//0(/|/2/}j/ /x@H/<7//1//N///'3/MU/+I/C/Z1/?C /[U//'xl/i/'/@/\8/@/\K/y/./{V#//U/g//22/|B/^l/|////SP/a.d.8.^.z}.N..E..Y'.t.Su.m:.&. +z..;%..˲.?.̓.B.}.p......޷..:..N (.g.H.b2.]n. .~1T..C.\C .>.Z.|}..z...g.H.dJ..`.ѭ.,.W.T..D.!{.ڜ.u.س.-@//(A//(r/Z +/=N/Xs/eM/$/ /"~u/;/V/9ȶ/TGL/y6/R/wP0/0u/n/?///u /w/rd/L/!///,S,o,<-,`->-I--#,f,6,΄,1,-u,q- i---DC-(u->lk-]g-z@-WBd-sQ -#[-8-g-3=-P-lK-Jϴ-eq,mh,%,>;, ,-v,-m,<.,^m,c, +,<,@,oo,zo---.- -("-Dn-^->-X'-<-#nH- -\*-9%-Q-3v-KRD-x-T-~U-Z-z2-˼$-}$-+u--=-n-p-c--ֵ-b+-|.D-ߴ9-n.=.$.].#>-ٞ`--ӤX-. ǧ.!`. +D.>-|-"-t_-f-%-!--;-mge-Wu-fD--- -E--РK--B-O..ػ.j.3h-Ɏ-1-Ŋm-'.$.Q.u.7T,,,,KV,V,W,b , ,],7p,d,F,Ēi,V,V,מ-B-`R--zF--o-E -(as-@~,6}-h, +- -$)-;-X-6,7,w,,,^,a,J,,,Dg,Hs,~,,6M,?,HU,~,-,b'--|-1H-O0-+,֓,},#,)-e-&5- dB- --a_--\#-{-m-D- -װ-V-ur}-P-n[-f-x--E-:-/e-i--1.d-". l-=-d-a-̣P-ȶ. D-/.'-J-g-Dw*-`g--j--'->-Yg-7-Q-x-N -p@8-v--ư-K*-x-_@.4-cW-0 +--\-Q- H-E - - -.=.X.;/.VC.x.{.v.L.8.T.6z.Q}.r.1.oj...g.;x.. .r.".܍.v.oP...ͫ...ͼ.N.3.Mҽ.0#.J>.k-.M.g.N.-C.F^.)j.B9/.c|.i.^HR.~V.}@..O.t.:.;.sG...4. .xC.Y.k.3N.) .Ju/ vN/ / +/o/7/Q/5&e/N//7/+/b/2r/K//~/HN/of]/>/ly//$/Y/n//hmu//d|;////P/ .%ݵ.=.!m.95i.Y6.x~.S.r`..4d.Q./i".N]}.l.H.ev..x.p.m..'K. .Ж.9.<.,S..=.M(.K.ã.-.*IY.E.% [.Bƌ.^..h.D.G/ +G].'//T/3P///M.j/%.Z.//*]/\v/%g/M/i/Gɓ/c5/1/P//d/B`L/]d/<ذ/W/|"/`/tM/HB.ؼ~.P..h/ +/ //.6..\E. /:/ .//78h/P/1/J,/m//f#S/_/+Û/C/%s/=/^/}X/W-/t~Dy蝳\—~ ܳC/ 6MY +k%AN.~7e~7q@ CfWc^Sq쳼2B:ڳ0x +kdzŮpؽ.n~(}m}PM"\`zPGt-<*`|i+ft~̳:;/FK1Ou2o4-23*Y33=3oVky2T@2 3j3Y32ܬX3C3v383\3x4(4B449U3u33334 y4044'?g1A/\2E3.>2~C3DmmYƲ2X362237[3#3st3`3H434F3\ȭ3{3E3.34 ҽ34UֳX@޳gֳ 7#[dzk5v쳼 [;lhS6O" _錳0Czų³[k;w%iH~+;!KaWFũ'ʯ}ٓ,&z,㳴s-ڳƳT>`r sfZl.ԳvĴC*ݲ&12/qt2mUGs+a[2_.|2c31 +3+3*3ym3133eV333b!.2+3L3U33n3M>"/=l55ݔ6\564!4I4\4A4w4V4l'64I4248I4 fs4/4a[44W4/46C474q4>4$5 t4ꗁ5 o4ۓ4>4g44m5 ~45 U4D4&P3;44O4}-4Ec4{R[3D%453s4S<4Dh'4yg4BA4u444P44&5 J45 +b4}454\4d4r53455(/5Gs5(BH5G5k5}5kW{5?5'5G2W5'85E5j5E5i5&5&55Z55 6A5k6o5Y55v 565A*5M5ڱt5O5& J5DY5$5Bj5gN5f5e55#U-5@5!5>35cB15d5`W55M525G55.5Dc555&M5Q5555Yd5(5{5jfܳHس߳ҊPݞ2W3AL33+3 b2G2p3$3 +3Y3Ȳ>PX>[D6Q)4ʳ)Dgwoγ1ĵ:9l 22LS 2%r33z(3{3ki@1iCl '1_2N3[(023K/GWߴi#OZ]+%^o^XANR傳俀֢ +|&P'ڏ"ZݠX8́賺@mS1?my "ԳfyEܳ/_ʳ;t}~H(4Fي#;޳nwM8mҳAÀKA+wE^U Jas*ntK0gV42/3923';d6ƲzM2_32r2GD{zl7'x³Btn%91nPq.-^5Oa}貑1A20*@2Fγq2&2ҥbyB2Nk02,)3n4Ӝ314 Y4>4r4:4m@3aM4 +:D3¨`4lb46b 4g^A414a4n4]4=4 -4ޖ5GG45H4A4^)4S44ֺ5n4b4<34FL3ӝ3R4,W 4[b4&-s4Tʈ3a353=3]44M[4pj4F#44M=44*4 v4444e4L4z4H44V4G45$r555V55ެ55/5,5h5 z5_55%35k5Q3'3_3NH3=4[?4>4 ݌45A333fM34e4,۶3Y4"4p4Ҩ4e4 +4D4&=4j?4GX4[0.44Pz$4]44&4:4ø:3O3Y363>3+4N3SD4t3A3k73B3lw3H4E533L4F^4zAL4<.p4mR4͇4H4B4a404_p4$4R&444d45^54q5575XOA51i5Qu4M54Z5 M5+5J5%5C)5}O+55u4b5$Q5H5 +55C'5mw595d5555+z545b4 5O5 5<5J544F44Ĺ485V5-|5 ͂5&5\[55T5x5P5>5C5!5Lv/5o25Cg5e$55u55#/Y /"/яf/0i-0/050/n!/T/I/30 ܆090 +0/K00;0H01w0Jj0d!00fs003&0KY04.0M0g0Ֆ0i-0v/!?/t//O0 k00 0V/n/u/׏g/0 0U0 0yg040ML05`0NK0i00jo005!0Nk05l0N:>0j.0,0j;000y00&0*o0׆0<0000_o0000M001 +)01 +(110N1)11M901 01 1U12 1&12T00I00100Z00|00090ʨ0ʣ0J0`900"1 ;3091 @1_12 1]120F1 B0Ro1 1!12a1}11//W/ /Z/70 0*z0 cL0///Ԩ/;0 +00 ڜ0050Mv04X0L0iH00h0N03d0KD02. 0JW0gF*0%0e0-//g/@[/90Y0[00 O//E/̣t/0 ~0Y0f0t000Hj0.0F20c00aS0i0-0Db0*0A0^X0|n0[ڙ0y##0?050j0a0000ͣ00O000u0\[090ՠN0V1 Z0/1 +U'111/1+1/0V 1 ^0W1911.1<1-90,0z0_002G0Ӝ02B0R0M0ǔ0000000h10k1k1*1+B1x1)M0酃10X1h1L1'u011%$1F1``1H 61a1|G1L?1~ 1m1H@1b]1IR1bs1~&1n1r1Z1y1$1Z1w11'111Dx1+v11p51\11ˠ1WI1I1c 1Iot1b11]1g+1C1I +1bs1Hh1a1~1I1}o1|11u 1e1:1˝1K1T1.111b1 ;1ƃ1Kd11X1 j2C12ŗ2422(2d2212&1252 v222 1223 2Fx2]{2G|[2^2wW22xB2L2GS2_42G2_2xu22xt2O12$1U2_2 222\2212r1|Q2 J2I212921(2Gű2^2GZM2^c2xsw2\2wj2 :2Ff2]`2E.2\2w22u521G{X1`1FI#1_:1|1 +1{1#k1D,1]Y1C1[1y711w1H11111a11LJ1ߗ"1K111111>1۽%1A*1Yf1>;1V1t|1_1q1ɼ1<1T2D1911Q<1n1 1kC31*1B:11x111m 1˼1ހ1I11c<1z1P)1k1112 T1Z2 220!2$2.T1T2 +s1L2 N2G2-q252+t2D2[E2C42Y?2t\D2 c2r22A2W2?[2U62p262n@2N1h.2$122,M2)2]2'A1gs2a122g2%2I2#`2=2Sh2;j2P2k.232h<2!282N@26SC2KO2eл2$2b2|8/c/巒/v/F0-0]00/ð/ޏi/: /ږ/m0/hq0 |0(t0? 0%&0<' 0X0u0UN0q0#080 05J0Q0ms0M0i"Y/C/a//I/0 +O/0n=//V~/m/Ȋ/G.0m/)0Q002!0 0.Gr0I0dw0Ez0_0C0*eI0M0&`0AO0Z0<0U00J^0100000ŷ0q0[00D0q0EP00010<0 1Y1"1 1a0U10u&070E1 l1*1130Ui0L0}3X03y0aQ0W0_0ے0w00q00<0?0||0W00A0m0111D10Y0㢏0t0<1P@101 !/I/Ö/E/+/,/9/c// +o/K/aG/ +/x^//r~/'00"=0 Y>0070P5l03 j0Jñ0000G00.$U0E60)(0?/,/f/^/./V/'u/*/&/ +//2/4/c////rg0Ҭ/0 SE0$J095004}/0̐/~0B0>0.O0¢0(Q0kr0C0e{000(000_30|u0X0u@G00/0000س00 0Nv1 01 0k0J0Y0t0u 1dN00dT0R^I0m0K#0f0z0A0X0C>0EN0_30>80WQ0|W00s6000v0E0M0>00Ӎ0e00000g000B17"1N 14!1J'1g1%D1c 15101G1-1CQM1_01{t1[C1v11:1115%18111pj1&1X1y1Y)1T181&"11*(1?c1&~;1;O1W+w1q1R1l1"717D112 1M81gE1HH1aI1191ͺ11X1*W111111}171H11q1W1l21=1u2<2 2 21Q1ޔd1Y1^1B2 !2c2l2u232H-20d2Dݮ2_ 2xW>2[\2t=2-jr2Ab2*&2=A2W}2o2Sr2kq11]V1t1L2C2j22C_1ǧ111߸62 2P1 2 2&29Y2#?g26U2O?W2f@2J{2a,222 2_2-)2Fn2\2At2W11.S11)̘1Du1\71>1V1Д1%111 V191P14A1Jؘ1w@11p܇1 11<11Y1j]1}1c#1<1q 151R-11 +v}1Д1;1 1/91D?1)C1>+11L0v)1 1$n18~1/61251]$1x,1Vs +1p^1)1l11E1O1i)1H1a11l1}1 +1g1=11ԨT12G121R11r1?M1oA2JX11s*2!2)2EP2%g2=(2R 28br2Mc2Y2! 2 a2n232Hl2.2B11s1l1P1ڒ1@p1x1f1,1¹111͉111q02_2,2Wy2h2)02=[2$ 27V2J2/_1x2 +j221j2 2,e6666&N66(Q6@6\6B6^6n6*z66+6C\6_ 6E'6a&6|66~ڛ66A6 6^6£M6066S6Y166-6F6cv6F6bV6ZI6,#6~c6*$6E)6`6C;6_$6Ĵ6i6_666-6O6566y6`"6bl66r66d6G$6)\66'6B76])|6@j6[Y<6]6%6 O6#+6>^6X6;-?6V76}*q6=6z`966Q6~66es6w{6}`6sN6S6M6R6 E6o:6766677#7ҍ7"6%6r6ż6("77!ZP7&77867O\77)7Nj97i7f7h,\775A7LT74u7J7fv77d876ڕ66ؽc6J7 m7q7 t766V6dR6,7 ֪777727HR707FW7b>7~7_7{7.go7D7,#7B 7\7x7Y,7uX7 +77&77D7Ф7*7Ћ70;7777ْ7t7q7+7U87ns8E88$,8pJ8$7K8i7릔8g88%lM8S8%7i7P77>777Y717\077t707ɤ7>77_.78޾7f8f8ϙ8%88%^78\788i8$88#ޯ888N888N8f!8 +8g+889w$8Oh898OF8h;848h8 c88QO8j88M888i88=88R8808(8898O89O<8O!E8hE88g$8S88x8Nf 87z8M8f818e88H868_8}88ɳH8X8888G8.88Z68b8G7UA777 7547By79v79777777o77 7͟78!78<88#X8H8"GI7X08>87Q7<8Z8!&8_87$7{7b7_777/7Ɲ^7b7r 7z77757k73777;78 8S8 E87~7U7-67i8 n888868L85z8K1`8dcx8&8b8}d83,8I/82%&8G2g8a7|8{A8^88y;88838W88 f8?8ďS888P8$88l8_8E808Ew8.n8BI8\$8v8Yh8r8,>8@d8)8=~8V8pV8S8l88t8d8888 8D888888 8M8NR6 66!)@6668Zj6SC565i6Ob56h61X6٫662|6Kc6/6Hf6p66mN)6-6_o6o66yx6h66e6cQ6L 6g66Y665F6%6+6D6'G6@5@6 H5u6 +;6$j6;NZ6QC666_66Zҟ6y66,C6<'66U6sL6P6n6#"6;6566!6 66G7 '7#7476ș6No6Ft6ߡ7N7360R7o7)7>7&ӯ7;67V˙7qB7SI7mW7$7857!$75:7O7i7Kz7e{W66ںg6`6P667 p67 66В66ϟ6R76Ӟ7772%%77-C7G7`ʽ7C.7[n717*<7 +7&H7?F7W +7:,7Rg5H$6JV56B662N$6A6-5"5g 5r5*66("=6 6#16Jݕ6g6E6ai766w6sj6[6@[6Z6:F6TR6y6 +6q"655J"5Ċ35Ǭ6m6"6655555q6@5v*6 W64q_6Mw6/:6GD6j>66c;6B6(6A]6"{696[<`6y{6S 6p6v%6Ɗ6696Ժ7 6C6?6,66l6D63$626CK6!7 }7":7 ~776D7LN727G77_777,%7BZ7(?7 +8SA88%838"UD898OV85,g8J8qK8;8l888y8D 8D{8gUU88b X8|}8s8f +8]87fcK7<7`7{N7)97:7P77Z57u7T/7nn77"]77W7]7ʳ7k7C7t777}7 7 777X7Q\7P7<>7N7gs"7G{7`L777|-`7V7BM7YP7;7R7td77l7/777}77.757n7l7}787j +7O7#72^77d7}8 ^8X;8 ǔ8"S80J8EB8,kY8@}8e8]8W8T?8'8;]8#<86.8\8un8Vz8o8PL88{c8R8Qq8ip8K8b38j8>8}{827+8 :7)8 U881 8U8+7887+87J8O&8&v8M>8!8Eu,8\8?W8U8u888nX8e8:G&8Ol8388I' 8g988`u8yS,,t,,h,,[z,d,,,q3,J,F,,ʙ,,j,`,u,,Y,,Ȇ,\, ,-,a,ԫ,,$,z,zj,p(U,$,,,׉,+,S,s,$k,,',,=,/,{)r,{A ,p\[,^,{T,{,p9,p/,e:,e,[~,pH,e_,e',[,[i,Q,,Q`,H, {,z7,z,p&,p+v,eB,e$,[,p%,e,e,[x],[z,Q,Q',H,[,QA,Q,H$,H2,>,>,6 ,H,>,>7,5,5=,-h,-\I,%,[y^,Q,Q,H,H\,>t,>,5B,H,>?,>,5,5,-H,-G,$T,5,-R,-LF,$,%,&,1,I,$,,X,:},@, B, i,,N,{],{p,p,pt,eT,e,[,p,f,f:\,[U,[J,Q,Q,HXO,[7,Qo,Qʇ,H0,H#,>,>,5K,HBx,>,? +R,6,5,-W,-c,%,\Y,R,R;h,HO,Hr,? ,?;9,67,H,?ZU,?~/,6rN,6R,-r,-,%P,6!?,-s&,-U,%$,%,z,w,Mf,%8,",6,k,Z, , ,%,5r,-I,-OB,$`,$d,v,V,5,$b,,,;,7h, , [,,6, , F,e,+G+T+O.,d+x+u+?>+D+<+哑+ot,C, g, B,,+w+$+A,++<+Wu+J+>+坨+l+>$+P+參+eS+h@++Ϳ+œ:+f+;>++–+—++!+,6w,-5,-w,%0,%E,L,7,,% ,$l,,cp,t,, ,$,,?,%, .,(,ZG,;+b,, }, ++(p++d+\,U', , ߫,,͝++̈+F,+++q+K+A+ї+ٸ+!+6+++(l+Π+p1+f++GJ+$++9+++j++(+p++5j+̫+m+ā+ژ+}++$+'++`+f++++9+:+z+++2+Ʃ+X+L+ +j++n+j+Ü]++Z+҃++/+D+0++.+Μ+++CZ++ +z++L+ro++G+ƨ+y#++[++waM+x-+j+i4+\C+^ ++]+ي+ٟp+G++<+z+++±+§+%++++\4+>W+ o+A++{+Nq++\x+Bo+ U+*+m+K+*+¤+i+ +e+y+-6+Z+%+G++++ч++ +++0+#++T+v++t++++5+tN+tT+fR+f+X+x+ů++O+'++z+v*+"H+G!++uR+u+g_+gDs+Z +v+h+h++8++ڋ+α~++Î++)+p++ƹ+x+B++]<+Y+L+]J+8;+`Z+++++h+_+:k+E6+dk+)+L+^+f+.+P++6+,+t6+t]+5+,E+e++(+vQ+0++M+++++tE+G++FP+u+tH+f+fW+Xw+J++*+2+~++9+s++++t,[+t +i+e+e,+WH+sV+em&+ey/+WR+Wʥ+J4+J+>Y+W+J+J+>˲+>ʴ+3d+3\+(+tV%+e+e*+X"+X'+K+K+>u+XH+K;+K_+? +>+3iM+3y+(+>҆+3[7+3_C+(+(+++-+(++~+.+[+ b+ J+/V++4++++++t+|,++}+s5+s+ef+e+X Z+t' +e+e+XP+X+K݊+K`+?+X*+Ky+KS:+?`+?+4f+4/+)+s+ezL+en+W+W+K3+K+?+W+Kw+J+>+>&+3%+3+),+?9+4+3m+)U%+)+Z+h+w+)*+X9++++:+ d+ /+á+@+4;+4+*G+*l+!+ +=+)+ Q+ ++^+++ +0++{++Q++E *?+++0***龈*oQ*EF+w+dZ+n+`+*x**J+~**?c*9*:*F.*f*ٸ**Es*9*ƹ**ӿ*k*_*ڴ*8!*o*ǃ*Ƚ*0*ӧ*+>}+3l+3p+(>+(++Q++(+!++ay++ + >+Ҍ++ T + d+@+3** *ٴ+**X**;*"-*x<*h>+E'+ c+ ~I+w+* *(*+Q**m*G*&3*߳"*-*‚***A5**ձ5*˘***^*,*d*?*̔*g**T*******%*R*)y*@s*gD*a*S*M*B**a*G*f*K**Q**$**R*Y*\**XY*G*Ԅ*{*D*Q*х*M**f**ܙ***k** ***T*G**3**Zh*<*:*P***=*a*U*,<**7q:][-j̴21V"QbRh`if)U5m8nLkZȴ]QմN - WpL}IH ' * +ô +ʹ +2]ycִ^ORFB޴ "˴K+=8+   + + + $ش +ܴ + + +q +Q 0 v +ڠ e r< tδ 8 65- . +ȴ + +" +B  u + Ǵ y wa 9{ ; s 5c 7ش Ĵaef5d[4 x< ; :MNzi 9iôjy s! Ϧgm#pQr(!\su9#"Ѵʢ˽r  + 7 +[ +  l: +ʨ Ӵ : bȴ g 0x ,_ ˴ o 4 2 E Bf \Ka;c^c ~ _X ) & :\ zUشV[޴_Ơȏpnz!İlj˴jnphWƴkͷvruִ&PȴtrŴ#f%&΂gwa%ٴvTt;wΧ۴WH"<K0suʹpq qrs´͵MhX!Ћ3ZAXJVK)XLXK#**` +f ִ _ϴJSfhVj.PElmݴ'fߴix7c__&qsg ttcyK|q?uQťܴlܴkδ!o}sW M;G B޴3a8ѴJ;ٴ@L?δڴԴns7X3!0/;(y-Դ+޿2K6[X[&hشmLeO .겴/^z귴K^_")utVX#*WŴM.4۴  xI*RP|BD"TEHS&1$Kڴ- +޴y´]K2s5(ѴὴݴW1`=N?Z9O;fFI|BʃLǴNδ״-2.T+.rٴ˴8=nA[D'&!%Ǵ`mʹ:۴R39哴˴?ݴ:״vӴ(x+eu4Gl4K`J?iCup0 V D V8j ݴ # ]۴ Z 7 ǴRF ˴ +Kgeϴ`^ 5c<QojlUstri, ĵƚǴNɴ +G6Q]` }Zem\)zw +?Vd~HgKϴA}? CK; 6qдSuUIG(yPEDN$&>δ)  + + +X +9拴N S䟴AAб"dJ"EkpވۥŴ?M>)ͼf@?޴'S\SɄYRQشʹG6ٴ7 +qm83< 1Ĵ,4Ǵ&s `Ĵ +햴iߴQٸ'ôՋZǴ73ū|墴F$t϶†`{\ٴ*&jh/,q>I;FpiCA.R,$;9>3QP"ҴNL 5G4S6f5Դ@!TXFVXvX'ִ]20WX´TV9ʹ+X4U 8 9 y` 9] 9Դ z y д Ŵ 2?@pwPSQVRYR۴Ȑǜ4a5u0ʴ3 Jϴ1aO1^)QPm{ +56-Ǵ'%T,hW(UҴ6S=k쑴 / 0Ӵ l˴ 2 3 pv nڴ j ̴ Mд1"嘴 ' ) ck ,s .| h fP δ `c A մ!"!/ Ĵ!j! +!7_!3P!V![X!xٴ i۴  ܻ ! -! +!!dѴ!gF![!9!_!a!!}!c!!!̴!!!K!Ǵ!b!Ь!䢴Wft 4 5 tڴ. 6 8H w u Q  虴 sd l  䳴 !!r!D 榴!ȴ!!Hh!F!lD!n!ʴ x  M ꫴ!6!!!Lv !#!$W!OX!Mش!s!u +!I!J&!p!r3!ܴ!M!)!!̈!%!Ӵ!!L! !!ô!!Cg!h!j!|!)!!!]!F!^!E!!?!ʹ!u!!g!!ؖ!쟴!!!" !!U""}"J""#".ɴ!ʋ!x!G!!" " P"!´"P"˴" "ݴ","."? +""&")"7"3H"A"Ek"PO";g"HӴ"L"Wk"Sд"`}"e/"o++{++C++`+++!++++{F+}kW+p+nv+b++u+sY+gO+k +aW+]_+TLD+dn+Z+Ws+Mj0+P+H Q+DrL++EoX+D}+:+:Y+E+I+;+?+0w+0Ƹ+'+'+2\+5+)+-T++R+&;+"F+k+"+ r+m+S+m+_+zY+ f++F+ `+ +Wr+++)f+!l+%l+N++[+3+ + ++}~+X+ 2+ +D+:+8D+/Hx+0+'+&kU+f+.7+%0!+$*s+ː++1+7+ m+ +**H+ϴ++!+ + !++J*+ +#++**X*R**+uy**",*L*)*\***mT**ݶ**ڊx*"*R*ۘ+ +++>+++m*c*Á*y*@]**@*D* **T,++,*8*?+`+ @++*7**df*^*+*i***S*ڇQ*׋*ި"*A1***ѱ*"N*Ƀ]*H***/`*BZ*߀**% *0*q*~*݇**4**ǔ*C*֒P**x*g+N8+V+D+L!+aL+o+W+eN+;+Cyw+2 +:܊+N +[P+E97+R[H+C+a+v+++<'+q}++lA+R+b+vT+++&:++++&+2+#++b=+<-+I&+5E+A++$kE+%+"+. x+: ++':7+2ҩ+Y}+l+Po+cK++B+yO+c+Hj+ZyJ+@+R +o+c+fk+~++U+Y+@r+3,x+++Xg++G++i+L+Ϲ&+,p,',},!,>z,X@,7h,O, oW,T,:N,/.,0^,G\,(,?eo+;;+++k++ +c++-S+>+5++XM+E + +ÑM+I,r+,f,! ,7&,Mj,.+[,+X+,0,&m, 1Q,a++Ą+ n++ +++ ++%d +]+ rT++%+^++ S++9+I+2t+B.y+]h+t+TY+hr+++:+$+1b+J}R+];+@<+QB*i+I*{* + `++B+ *`*C *V/*$U*.+[K**qY++(M+A+e+62+Ff+,]+;)+ ++A+"+"+125+^-+&++H+$+W+A+ c++T+sSt++f=++Ӄ++++ ,+뺸+Ƃ+ ,Tq,94+<3,+; +A+5+g+#,8?+d,+Z>+qD+N&+c+'++}C++B_G+V+6+J+n+fh+`8+{p+w+++\+i+ +++}+@+j++%+o^+e+@+ *g**<`*sW*i*a*֏*W<*&**:*>(*%I*e*=f*%**j*H*u*P*ڂ**_*™*\**i**O***˒J*[*¯*&+*>*|*bw*O*z*o*ؒ*^*:**s**[****H****P*H*7*H *4}*:***|*A* *r**n**U****Vo***=**+w*žs*P* *{* ***.**g*t***|*x*E*}*Q**y***ř*C*vX*:***w*****f3** +**w***7*2*n8**U**Y**-**a***Z***y*gq*V**l*sg*L*J**A* +4*t*C**a*3*3*M*p***'*.*|*sk**u*(*L*1**Z*| l**G*~'*t*xR*nze*j*`(*(*w"*r4*hE*m/*dت*_*VJ\*d*Z*V *L*Q?*Gt*Cb*9$**SB*[*F*,a*]**z*t*y-*r&*j*b*j*di*[^*T**|Z*oB&*k*zG*y*hX*g<*^¼*Z8*N*I*W 1*UE*FN*Dx*\*Sn*MXY*D֎*L*D*<*5 *>Ā*6/*0y*'`*.>*'* c**>*9 */**"*66!*4-*&Ռ*$* ***0*=*0* +{*c*;*1*B~*f}*$*k=*k*ަX*f*¶**I/**'w***j2+ʲ*ww*N+8++S+ **w*Ψ*S*h+ r*{+* **H**/**^*(*QH**F**q*B*j**L*B *'*Z*ܮD*Y*C***=*d*"*b**y]*.+++=+!+1n+R+k6+E+]% +<+&r+ +~^+9+O+,+A+e+`+xh+f+|+o+%H+i+h%++Y+vT+;]++|+ s+B-+t*J1++!c+4+Z+(***rM*w+ ܎+Q++x+K#+f>+=+V++Ϡ+t"++0+HY+$]+:>+c7+ˋ+T)+q*{*~*h*kT*H*0*qC*zTY*U*XD*D*F~*] *f.*Kl*S(***}'*ړ*$Q*h*,**qޟ**]l*lvu* ****3*5*$]^*&K*:@r*AH***0**4*@* _** * Չ*j*K[*X*9*F:*j+K*˄*VP*jO*)*5&*!*%z*D7*Ws*3>*EhV*ض*B* **(+c*Ax**G*G*I*iR*Ό*肰*K*r+X+-st+ +!X+Ek+aM+7y+Q+@+oJ*%+ +v+*Q+B++4R*!*F*g*X*'.*Ƶ*f*c*nqE**ZC*t**)***<+%**+B+'S +O3+^**Н**g*+7*'+GδLN\napbms {=}GRMŴWZ"_V`ro:Ziꙴcc.fS@gZTɴp oȴY%bm}CִT{n:Cܐ  8o Le oٴ#'g]INc7Ht&ڷ'f."sw$O kT\'1qhӡ= T >  +[ S _ʴ X v+ C 1 z 2ٴ / em `մ "  T .y.Uȴ  :s% Ҵ a Kɴ C u Ĵ Q - ZE g ȴ ا P Ԑ B! +!!6. P F ߾ i! f ô !$!!=K!D!c! !+!6!Ou!C+!X!fӴ!vY![u!p:!{!n!:!g!!+  3! L  z!@!̴!"d!2z!E'!SҴ!;J!>!] !_k 8 !! G !<!4'![!Q!"!*!@!*!gԴ!p!U!T!w!x!!!!!!!!*!_!!t+!k)!|!f!^!Ec!vu!dA!S!!!n!)!}H!!\W-ϴS`Ǵ7m#4sǴs+.)K[" %61*UaMTroz ߔcf;mBS DM " kS =شZyZӴeAҼFM˴g%Oɴ ܴGش!Ӵ,t- m`J*K=)ŴS4Jw Bܴ6 e 5? Z'Ab&ً +s,W>^GKY$gԴ0oqʹUHS;0̴@ ޴F"9v#ׁ'}ǴM@Ѵ  c4  (ٴ: R ۴ e ! i | 4g Ĵ \|ϴ?|qݴHu- ´t>L δ!*+ !EE!"% \ k !d!AK!U!g! !!G]!Ӵ F$ } 2bôߴjc jL 5 2  YO:ƴe4[٪[ĴLشU*Ep1EM5)К벴9?ŴDڴ9Dkϴ>Y"*Cڴ[ٴ Ezl/nyUr#BeYhY^ɴ!*ƴ!J״!Q!n#!iF!!!S!sg!!=!x!!۴!-!Դ!ߴ!!t!!!!´!ݴ!B!!w!!!숴!!۴!u!&!!q!J!懴!D!3!!*!"~! " Ѵ""b!]!""v"x"L"" "B" ϴ"'"0d")"0":\"Cs!!Д!!!P!!!虴!谴!0!w"m" +:!=!" P"!ό!*!!1!!D!?!X!?!" " !u!鬴" ϴ""""'","W" "/R"5g"8ʴ">"J0"P"F&"K"X"_#"""#Ѵ"9*";A""e"l";."8ݴ"O@"QK"e"hԴ"RX"Q'"j%"j" #"r"~"'""ʴ"-,"1">s"+ɴ"7"<Ѵ"H"Dy"M"R|"]"8j"B˴"I +"Q9"KĴ"R5"Z"e"WĴ"b"h"sS"m%"v"}J""M "W6"[g"g"c"m˴"r"}:"k"v"z"" ""<""xҴ"Y"""m"&""_"""""ɴ"" +"˺"[x"eȴ"o"w"m"sմ"~ô"Ŵ""b""a""""""y"} "D""ܴ"i""Z"~"A"y"L""P""״"+""G"\""D"Ǩ"""ϕ"Q""̴"ߦ"翴"δ"":"-"Y"s""ڴ""溴""״""ﳴ"n""!!!ʴ!^!oY!M +!ִ!wS!!;!F!!9!%!܋!M!  ਴!Pa!e - E [ մ!}!PC!r!h! ô!KĴ! ""%"2%"*!!꿴"" f"M"GN"h"b ";Ǵ"+f"WZ"Jz!!E!ʹ!9!~x!BѴ!+!v="]!"6u"Ҵ!՞!!!ܴݼ^9 &ėʴ%FuR i g MըB,hQRB_O#,ش:bhD۴  !6 w $I@ mb|!j!"q&"[3"L!۴"Ax""̴"x"""^"?"zQ"],"%""{"࿴"ʺ"Q"";"ô"#r" "Ǵ"撴"=""9"E" "޴" "y"ٴ""X"?"""""G"ɴ!O!!e!!>Ӵ Ӵ!t!"!"9v" !!Z!Ԙ! ]q &ʹ'WAhx  vu!7 ´; =״"XQ"."u"O!#!$"!!6""mW"Դ""C""b,"1!n̴! +!!J k | P|!d!D!j!д!" !`R )+p;+S,+$+++t++u+'++"=+v'+v+g=+gC+Yn+uVf+fb+f+X=+X+K+KO+?W+Y8 +K+LD+? +?+3ԥ+4+(+w+h+h++ZW0+Y+L+L+@TR+Z2+MY+M+A+@+4f+5+)o+@+49+4x+)Y+)'l++!+<+)?++V++\+ GF+ b++?.p+3+3+(N+(+\+ +i+(۵+>+W++n+ $g+ #0+1+o+ 8q+ +++q*C*D*+*P*j*X-*g*҅*qH*ѧ+$+ (R+ 44+ӂ+4*D***+* +*E*/**܋7*U*%*n****7*cU*H**v9*o*P**d*C*!*B +A+5v+5+*+**++K++*7+ 6+ +q+6+ + $+l,++ + ++O*(*E*r+=*qt**{****^}++ n ++ ++**a*1B+5*ٛ*gf***b*ܧ*τU***0*P*Oy*àq*Â*]*ac*s**t*h*o**O8***+)*o*ϧ**Ĥ*PM**|=*e*̓**}**1*S**M *.***o}*4**'*}*}s*O*H**y*1****ڃ*z***/|*v*xz*m*l *ak*QU*ޱ*=;*ң*.*ȹ*a*Q*!1*}>**+P*Ԣ*q*R*L*@3* +*=*#*7**g*d+*#***Z<*[b*P[*<*z**S**/*}F**?*n**j~****.8*8*Gf*`*0D*+r*\*rZ****N;*d*z*n*** *|M*r*t*]*k***e*b*Y**m*9*$>*d**8A*|T**;f**8**{*x*n~*p_*u**s&*h*k*a?N*^g*S'**:***w*z-*p)*m*c}*u1*kn*h*^ *`*V*T w*I*f*[*Y*N*Q= *F(*DW*9F*L*Al*?#*4*7s*,r**F*B*ɐ*K*f*Q[*HV* +*Q*?*b**R*~^*3*u*s*iF*Sz*zi*x-*n%*pp*f*dEm*Y*k*a*_N*U7*Ws*M*J*@e *|f*q*oԽ*e*g*]*[*P.*c0*Yts*Wx0*L*N*Df**Bc*8*S`*H*Fw_*<"Z*><*3*1*'V*:4*/j*-*#*%K**#**\*Q*OK*D[*G4Z**6*+:*-*#p*!|*v*2\6*'*%E**l**x**}*xd* *{*)/))H*)8***** * *S**-D*)/*)\)U))5*)=))) +)͑)ʣ)h)")B)8)w)~);))4*m**p**Ϻ*Ç*í*^*b*0*5**s* **B*Z*!C**z*ȅ*<*M*z*^**[[*2**'**X***C5*B*8*0***_b***u*8***)**N**ں*J*{*z +*n1*z"*y*x*l*m*aX*`1`*T*i*95****i*^*s-*U*~(*|*p*r%*f"*eg*ZH*u>*jD*h*]*_a*U*SB*I*\=*Q&*P5*Eu*G2d*<*:5*0*oi*c*b *W0*Y *N*M*B4*V7*K*J1*?H*@*6,*4**z*C*9N6*7f*-u*/*%*#r*i*+*!* ~*M*(** <*+*uH*^*P|*3*z*x*wvc*jm**wL*vu*iJ *i5*]h3*\*P*k0*_&*^7*Rg*S1*H*G*<*Q*F*E?*:*;*0*/۸*%*h^*\+N*[n*O*P-*D*Da*8*O"b*Cz*C*7*8#%*-H*,d*"1*9*.*.*#n*$7****"*#* *n*#*`*O)%*=p*3_`*2*'*)\*!i*ٸ*%*&**8*** *{)*h* * +**)e)A)*kU)")&)%))͉))*ݏ*~*)))Q))ӝ))!)0))dl)U-)#))j$)))ȭ")8h))7)|),)#)Y)X))z-)`S))ZN*J*@q*>n*4J*6)*,**.* 7*2{h*(f*&*r*{**.* *"*"/*f* *i*2*K)"z* %*d*L&){7)B:)߄))*1/** h*:*))):u*H:)e)m)e) )ճF)~)<{))j))j)ɦ>))v)\)Gu))6)))])p))) )5))ӀE)±)E)i2)ce))^)5)C)d)))4)t)_`)5)$)))sL3)b)E))m?)p))Y7)VS)BqD)>j)))w))3$))gZ))|)zj`)cX)e')O)M%):J)j)Tr_)R"n)>)@#)-)+))<)) )(A'))Fn) +>)()&)eU)hQ)s)J)0)2))))W))=))o)ƚ)9)W)5)J)E)x 4)ua)_F))sÂ)qط)[j)]s{)H")GN )4o)&)P)KH)N)Z)p)n()X))m)k/)V)W)C)BQ)0)Z:)E)D)2E +)3I>)"!=)!E)p)1c) 3)b))i)w)( )a=)L#)J`C)7)8)&)%o)N)5`)$6)#)I)<)) ()~m)M)#(((ܪb((}8((g("((( -(()r),H)D(r(v4((:S(N5(줧(Փ ((m({((Ϳ(([(%3(((?&(+:(U(4X(I%(E((=((i(iu(T%vȴ!=[=:;´6"2Ҵd%ô".*(>l-ŴȴRNδOPϴL> UbhKFInO?MN^ 6D 5V x 3 3 u w0 SٴX 9 96 {^ 8 8 ze zմ G j k z ! :!%!'!R7 ƴ!'!'!Td!R!z!{! y ޴ t δ!(!(!U !)R!)q!W!V˴!~˴!p!|!UO!|!~ +!۴!ִ!N!!!!!"!ގ!!!V"C´薴 0 .̴ q}㗴 - ) l n 9 t  ˴ !)!(!Wz ϴ!'޴!'a!V!W"! !! iD . Ѵ ꊴ!&I!$v!T 8!"! 1!RU!S!9!~!!U!!!Ҵ!!Z!!r!!ǰ!Ǘ!ʹ!p!k!´"+!W]!޴!!!f!!W!2!P!!Ǵ!㍴!H!9!"!!'!s"-"t"%"'":"")%"*۴">"<"Mh"O"_F!亴!#!Ҵ"y"W","-T"Bm"4".{"/f"E۴"DA"T"VP"h "@"Pߴ"Rִ"d"a"pP"r""fs"tٴ"vN""b"P""!Qi!vȴ!y!!t!!!o!!!!$!ש!1!"J!!덴!U"!"l""&"A""@"+")a"9c"<"Kִ!?!!w" ;" """0":"!r"#"5Ǵ"2K"D"G)"U"-"?i"BG"P+"M"Z"]"kR"Rj"a"dȴ"qG"n"zA"|""$""28"6("F"B"O +"Q"^"H"T"X"f"b"nĴ"q"|m"Z۴"h<"j"vo"sB"}"3""y´"F"Q"3"3""""h"u +"wѴ"R"""A" ""Q""Ĵ"O""q"r"l"""_"ִ"n""ˢ"""m"|"J""δ"ɴ"8"If"L{"Z"W"g`"i["v."\'"k"n/"z"x""^""s"o"j"#" "" """ +"=""""""|"""Ѵ"ش""ݴ"""6""""!"G"""""ô"ƣ"0"Ӹ"("ݴ"մ"." +"&"Դ"ߴ""8"n"P"P"""ʌ"g"ٴ"۴"Ϸ" "#""""j""""״""#ش"[""### E##"m""""""q#"#7## {# +!###1#ִ#˴####!###+##$>#%#-q#,-#3#4״#;{!P~!|!{Ŵ!!δ!Ƽ!A!!!~!Ĉ!+!浴"J""W!"/"ݴ"u""0x"1u"H""2"35"I"H"Z"["mܴ!"!"k""3"4X"KV"ܴ"4~"41"L2"L "^d"_4"q"J"\~"]`"p"o"}"""q6"Y"$"e"="޴"""F"X."Yk"j"il"xR"yҴ""l"{@"|}""q""""ߴ""""K"("";"ش"""" +""#"""R""S"""z"_"m""´">"ò"Ϡ"O"c"" "͞"ƴ"ּ""ㅴ"5"ڷ"啴"G"""h"˴#"LD"_"_"s"rn"Ǵ"""s""h"""`""" ""״"O"@""U""",""r"ʀ"Ɋ"ʹ"տ";"""}"""u""\"""#"̴" """"˗""")"="D"?"I"<""""##_# U""Җ"Ӣ" ""r"鹴""""""ʹ""д# r"3"h"#p###Ĵ#X#j##!#h##!#"#*9"h### # +P##{## #]##7#ٴ#$#%#,#W##*###+t#*#1ڴ#2{#8#+#3#3#9#9#?#?#E~"""D"ִ"Ϭ"ڬ""硴"T"ޠ""̴""Ѵ"""側""@"`"##o#A"9###Q####"k"y""%#մ#Y# # #ڴ## 6# #8####&d##^##$##b#+F#,'#3#%#-#.%#5C#4_#:#;#A״# ##"###&#'ô#/#!#)A#*W#1#0#7#8#?#.#5ô#6#=[#I#DG#E#Jj#I#O +#O#Tn#2#9O#:2#@n#?#E#FO#K#A*#F#G#L۴#LW#Q]#Q#V>#K#PV#P#U|#U #Y7#Y#]#U#Z#Zh#^!#]˴#aJ#a#d#>## i#(Y#'2#.#/#6#)k#0Z#1##7Դ#7?#=#>;#D#5#޴#?#D#D#I#J$#O=#E9#J#Jٴ#O#O}#T#TU#Xr#N#S#Sϴ#X#W´#[˴#\#_#XK#\8#\q#_#_Ӵ#c#c,#fT#MW#R%#R#V#V#Z#Z#^#W-#[O#[#_Z#_#b#b#eڴ#^{#b#bV#er#e9#h.#h[#j#e#h#h#k6#k#m1#mF#o-#_#bϴ#b#f$#e#hݴ#h#kY#fF#i"#i6#kn#kh#m#m#oq#kJ#m]#mx#oV#oG#q +#q #r#oe#q'#q0#r#r#s#t#u$*q*gf*d;*YU*]7*SV*O*ET*V*Lz*I*?*B,*7*4**fs*H*>f*; *1o*5*+*'X**-*#* RJ*c**_* (4*E**O))б)NB))>)s**)b)*).!)6)-)߂I);A))Ş"))x)ɥ) )>)X)|')#))Ž) ) );))p)G).) );)$)V:)))d9) ),)F))) ))+)u)G))nY)kP* ))5))c0)W)ێl)מ))).)Ю))0)W)R)S)ʺz)))7+)f)))p3)Q))))u)~~)wU)bm)%)/)~ )I)o))'))k)<)\)zh)~X)gml)cf)Nj)`)q=)k)WJ)\)J)D`)3I)Rqp)?w);p)*rh).))d@)9)#))p)s.))o)ct)Uu)j)YQ)P-)A|)J)>$)4l)))c)[)KJ>)CR)U)ShM)>*)=r)5K).)! ))*ϩ)))?)8)9),()%oL)&) )Ei))̹) )D)(((h(F(֖)1) \T)s(-)u)(`(((@(͇(Ǻ(۸(2(1(p)k)2))})*8 ))).;)˓)VL)z))\n))* *8*.* v*$]*48**%@ )))ӂ)K**)* )>))З)u)_))S)ؿ)A))m +)rR)~)L{){)1)l)ϑc) +t)T)M))F)c))N))`)C^))2-)VU*H*`0*7*M*|*B*hBB*(*(#*m*ߴ*****{j*|* *p**_*}S* z**B]*s*2*KT*# *:0p) .*)_b)>*[**V&**[*h +* *T-*s~*P****B2*_ C*2:*L* *EN*jwg*)T)Z)?,[)DN)cS2)pA)M)Y)+)0)G.))8)Dȣ)&g)1))"t)j))Q)8)[))Tf)h8)@L)R )[X)7)iM)) +8)R(v)&)) ɯ))Y((D(6( ())g(ݾ(휊).U)>0)),)SbO)lF)?)Vh)[))) )--)Bt)jP)0AV)e)ۘ)O))^ *.0)b*))0)h)3)*)E)`)i*"*:*~**io*Vr*v**CC*a*o;*~-)Y* *2 *NG*#*;)))q)) ))):)[1)xt)F)aq_)P))vW))ಽ*8)`)d*+*+X*G*))Ր)\)) +* )ߊ*)v)_8)\c)G )J)7o)4)#)D1)2"))/)û)!:)ž)zQ)P)&Շ)q)t/)) +4( ((I.)\((Q((!((L(=z)) ~) (NF((Q(U(WO(g(!(޹( (q(S(K(Z(ŝ(\(A((i(F( (N(ri($(((<(({r(hq((5(Ϧ((~+((((K(`((O((K(2(2i(n("(}((-(/(ca((%P(u(As(X(((z((P(gD(i(x˛(pK(x +(j;(`0O(og(`p(Wk(JQ(SF(J~(?(7@{(p#:(k/I(XK(T~(i(l:(Sr(Un(Ct(@H(1(.@d(?n'(A(-(/d(%(([|(U(((A(R( ((($(f(o(mT(Xh((vmi(r3(^,6(b(Qk(L_(=f(Z+(Hq(FE(5(9'(++(( m( (E(k(jq(UV0(V(C(B(1<(T(A(A(066(0(" (!4P((3l(%R(#_(+(($( iN(s(t( w(& ''N'oW'q'٪(B(7"(0b(%(-yD(&&(v(S( Q(T(( `(6J( Ui('\%(! +("(V(Q(x((E(~(/(d'ʉ'M( (S''('%' +'2'BN'.'''ށ[''Y'B'ǒ'g''N'ݝ'e'ʐ'Ɛ''و'a':'fE'''<+''V'+' +U(C((h(-%(T(Q( +(E(k(+(l(Z(((((|A)[(9P(Q))c) +2),((-(˾((F)>(/z(E(rz(|([f4(dȜ(((r(((F(O<(4(;W(["(k(FZ(T*(A((H(Yk(W(( (:(v(a(f7(}((|((}F)4Z)LX!)#)9)h\)G)S)q)t)')~).)? +R)Z=),c)Ed))()G)) )G;)^)Ԋ){'w)g)cD)م)$)))x^(RU)((h))4d)2M) )!(@(T( +(w()4())M|)ls)9)U3))n)v) +)'7)Aq)/).61)^)')I0F)h(#:()s(((3f(@b("(.(|R( 'dY'(W(~('((PA(e'(<(N(~_((e;(">(*(:Ϥ(!(((N&(g(:(P0+'6'IR'0['2.'('ۍ 'b''%'x';'2'ӗ''C( Q(A'=( q((0J(; (z(('㿏'('' (F('~( ($=((Y:((z(-($(եT( (f(j?((0(S()(T)G)W() |Y)5h})QH)#r)=+(((_()c)()*Y~)e)I(R(n(=(V(((tk(ο(*K(A +(,(-|-([({$(E?(av((u((() q((P(6 (1(m("P((qX(V(Ǟe"r"/""\"q""""n" ""Ņ"„"p"ч"ܣ"n"""Ԋ"Ӵ"X"߆"雴"؛"3"烴""´"q"Դ#>"ȟ"ٴ"֛" "H"%"""""""ܴ###x"C"_## +ƴ##5#@## D# #f# v#!#%Ŵ#(##/B"䘴""k""E"ȴ# # ### # #4### \##ٴ### # Ѵ#ʹ####%\#)G#!ش##i#+Ŵ#-##/#"Ѵ#)w#%O#*ش#.#3ʹ#,f#2#5v#:´#7{#;մ#?`#Cw#/ +#2[#7#:#4#5ش#<#=#?i#B#F_#H#C#D#J#JҴ"## +###ȴ##$##;# #'#&j#.R#/#6˴#"#*#,q#3#1#7#9ʹ#?#5X#;#=(#C#AQ#F#HB#L#)#1#2u#9E#8#>#?#Ef#:g#@#AŴ#G#F{#L#L״#Q#DP#I#J#O#NJ#R#S#W#P#U&#V#Y#X#\t#]y#`#=i#Bd#D#I#Fs#I#LԴ#O#K #O"#Q6#T#R{#U^#Ww#Z(#L#N#RT#T"#P #P#UG#U#WI#X#[#]P#Y#Z+#]#^ #VS#Y#Z#]մ#\3#^E#`c#bJ#_e#a#c#e|#c#e#g#h#`#a #c#d#a#aѴ#e.#e,#g9#g#j#j#hJ#h<#j#j޴# =# ### #-##q###"#-J#,#x#ܴ#)}#$Ǵ""#""p"f"x"ᢴ## 4#}#?""A# "y#5#4#=#<7#2 #-#9ȴ#6#Dh#Cf#J#IJ#@#=V#G#C#'# I#0#* +## +ִ# ##8_#2#?A#9v#*.#Ӵ#2 #)""۴"|"ƴ"|M"R"*"p"ߴ"6""ٿ"""ʹ"" !"CN" +!!6!ĺ!oʴ"aŴ"-"|="O!m!մ"P!ն"ʴ"鈴#"´""R"="Ѵ#e###"մ"ܹ""""m"""<!O"["&U"""ӭ""y"I""i#P<#N#U;#S#L޴#I#Q#O#Y#Xl#]#\#V#Sɴ#Z#X2#Er#@#K#F##9b#1#@#8m#P`#K#T#P޴#F#?&#K#E5#a-#`J#d#c#^v#\#b#_Ǵ#gϴ#fĴ#jL#i#e#c#h#f!#Y#UR#\#Yb#P#J#U #O#`y#]5#c#`#Y1#Tk#]#X#&##/]#$# Ѵ"Ӵ###6#,#=Ҵ#4# |#d#*#Ӵ"䎴"i""ܙ"""ٴ"m#""# "r""""#C#;#Iw#B9#2#&'#96#.´#N#G#S\#ME#?#6#E#=##ɴ#"E#""ۣ#h"됴#+5##3i#&״# ["###Hl#M#NG#S+#Rk#Vɴ#W]#[c#S#X!#X#\˴#\#_#`F#cg#Z#^/#^#bC#aP#d#e#g#bմ#eʹ#fl#i #hV#jp#k2#l#]+#`#a#dD#cѴ#f#gz#i#d#g#g#je#j,#lZ#l#n#i#k#l#m#m~#n#o#p#nW#o#p2#q#ql#r#r#t#f#h#iд#kd#jD#k#lִ#mϴ#l;#m#n#oӴ#nش#oܴ#p#q#li#m#n#n#m-#m#o #n#pZ#pɴ#r#rv#q#p#r#rk#pW#q#r#s#rr#s#s#tr#s#ts#t#u#u'#u#vB#v#s#s#tߴ#u#s#sд#u,#u#v#v:#w#w+#vC#v&#w6#w#j#l#m#n#nȴ#p`#p#r#o#p#p#ro#rR#s#sô#t#qݴ#s8#sl#t#tY#uJ#u#va#t´#u#u#v#v#wH#wy#x#r#sڴ#s#u#u#v#v#v#u#v%#v.#w#w +#wϴ#w޴#x#v#w#w#xc#xB#x˴#x#yh#xv#y#y#y#y#y#z#ze#v#v#w#w#w8#w#x +#xY#w#x]#x#y#x#y #y^#y#w޴#x#x#x#x #w#x#x#y=#yZ#yʹ#y#yd#yS#y#y#yA#y#y˴#z#y#z$#zc#z#zI#z#z#z#zϴ#z#{-#{X#zO#zh#z#zִ#zo#zf#z޴#zش#{"#{4#{x#{#{?#{:#{#{#l#k˴#n#mܴ#j~#h#lϴ#kG#pV#oɴ#q#qo#n#mJ#p_#o2#f#c#i[#fִ#`#\#c#_#k#i#m#k#f#c#i`#fI#sm#r#t#t6#q#p#st#r#uڴ#ue#v۴#vq#t#s#u޴#u#o#mȴ#qB#o#k#i#m#k\#rǴ#q]#t#r#o#mz#qP#o]#W#R#[#V#K#C#P#I{#_<#Z#b#^6#UD#Nʹ#Ye#S#:#/Ѵ#A?#7v#"#H#+# #Gx#>ȴ#L#D#4@#'#;#0u#e#a#hx#d#]K#W#`#[#k #g#m'#j`#c#_#gA#b#Qδ#J#Vp#O#Bl#8K#He#?e#Z#T#^L#Y#MǴ#E#Rܴ#K#w#w_#x#x0#v#v8#wƴ#w0#y1#x#yŴ#y#x#x #y:#xŴ#uQ#t4#ve#uh#rܴ#q2#t1#r#wV#v{#x/#ws#ui#t#v#uU#zL#z#z#z#yҴ#yp#zY#z#{)#{#{#{f#zҴ#z#{9#z#x#xI#y#y#ww#vr#xQ#wl#z)#y#z#z@#y#xN#y#y#o#lƴ#pٴ#n#iݴ#f.#l#i#r|#pl#s#r#nH#kv#p#m#a#]#e#`#WA#Q#[}#U#h'#cߴ#j#gO#_^#Z#bŴ#]ɴ#u6#s#vY#u#q#o#sO#qn#wQ#v/#x8#w6#t#r#u#td#m #i#n#lC#f#an#i#dٴ#p#nz#r#pF#k#h +#m#j,uH,ɾ,lN,sF,CW,(,0,,b,,Yw0,w|,,?,;,,T,Ю,u,ښ-R-)-8#-,G,,C,,7-=,- H},P,l,F,bT,,{,<,6,=,W:,4,M,v5$,D,jJ,z,D,_,),=g,R-d,,U,,,, ,,f,S,Y~-0-Jw-*Wq-BV-g-w-_-S3-#?-;Y--3Ў-Vr-u}-M-k-K--!-FN-Ư-|-w~-"-- +-J-}f-'-ɯ--x0--,U- ?-$-ER-au-<$-XSp- o--T-p-4y-N-,Z@-EwF-`-&-wv---5_-y--l-^-b<2--f-o-p-,+],Cä,#J,:*,_G,~,T1_,r_,,0{,,':,Ib,f,>,Z$d,a,,~,,|,ڃ,~,R,u,,y, +,s,Œ,,, +Ҋ,?,'q,,4,N,*<,CO+|, &+1, ,!AY,8s, ,-U,lX,R,_9,, L,,,:Y,S/,q,G?,dZ,, ,,+,N-d,8-~-$OD--..&u. r.-˽-5-©~-׿.or.f-..>V_.Y.6g.P.x..nF.G..i.G!.&.>x.d.Ha.Z.y!%.zX.4g..Y./ ./v..Ȅ..=./b.!./ +U/6lL/]//)/OC/lGt/H(k/cw/G/)>/վ/"n/@/[@/9?z/R..`.d.[. ..W...ъ.A.e`..1.N.Z/ #/9//ћ/1:/Jq/*z/B,././ H /#lM/:2/[w/1--Ԩ--ʮ$-h@. B&-f.X-v-n-!%-g-l---b.K.6%.C.-g.P4].m.F.b..%g. .S).=.X .3W.M@-]-#|-"-"-k-M-#-ؐ-~-h--|-+h-.=-(-)p..u-'. .*.Cf7."5#.9u-.f-O-s.t./..&|-.ۨ.E.:...Z.ߧ.H.v..j5.)...).@.5/,.ۮ.b/k^/*//"e.c.B.X.D7/g/5/|/{5._I. i.S3.r&n..,.B.б.He.e!.>U.YH."E.[.xw).t.c.%7..U.VU/ N. !/S. +..B.A. ..Ҕ. +oy+z+7+|0,-,#,,-+++kP+V+,K+M,#,;g,W;,0,J,v~,D,hr,a,&,>~V,,2,Z,zE,MT,k7++/t+++V+++c+Hn+K+L+XX+u.+ =++K,*,'@,,%x,@9,]:,4|,OX,~,+-, c!,(,B,,5zN,_,w,V,, ,,ɼ,琳, G,dy,^,v,2,,,- -!-'-~-9--TI-.h-H,H8-`,h- D-$-= -n-1,~,,n:,5,,`,?,C,_*,.,,P,oq,O ,F,@,m,',,τ[,U--'My--W,},l,,4-M-Sa,Uj- +X+0+I+o+_+@+H+ +++^ͧ+u+NB+m>++l+7N++*h,:+^+,g,)z, ui,++ޟQ+3+,,,J++׮+́m+++s[++/++xT+z+T,B,,`,5,Q!,,4,p,K,)u,B,R,5,`G,,w,P,pYB,?,ë2,k,̣,ժ-$,!,jR,Y,,?t,\,,e,&,5,,,(ؼ,<,޲,BX,_+,4,O{+,+F@,5,'1,A,y,3,,Z,oS), ,LQ,N,p,>],^K7, ,N@,m}r,>,j,,Sq-s-̓-f'_--2->-5-@6-X-xw-L-p-j,--^`-? -O-(s--o-4l. .v..-'/-S-N--Y. aG-8.Rs-?-\8-4J -N-|--mFM- -)o-B-w-56-^-c-P-ou-)-e---٩-,-̬(-Z@-g-&-M-f->-+-`(-Οw.4 {.M.*!.B~.ky.A].^?M.}0. .7a.cp.-!.Q.o.E.b$.@H.ڳ.?.^c.h.M.6. ..:1.$.n.;.=p.;>.ߘ..#.}.p.:u-.U +./y.H- t.7z-옎.g1.$.<..1*0.so..e1..g..g.x.Wu.v<.J.ge(..o.".Ժ-Qd-*J- +->-Cv-`GM-6R-Q}-~-,- +-*(-D-n-7--}-p--o-|-G7-e -a q--R%-q#---M-,"-`,ё,-=-*- +q- ,ߌ, ,j,7 --V,l- -D-`-6-Q-- +&-p#-w-* -CG-"#-5Y-`,--P-olr----.T .&<.1.-q-޸ +--<- .-y.~%.>c.Y9?.24.K5.x#f..h*..&.>.,.2.Z.y'e.L/ .iM)---Rl-{-[---(-?-+A-[----#-..'r.Rh.T.>.Z>A.2iL.KZ-Ym.- L..&[.>l.I.1 +bB, ;(  h ˴ +A?IʹRoT%*Jc[EݳѬzJcy/ʹ!+(<,] YO 9 ٴ: jYG ~M +WP ;(O)U98.T~eĴó +'RD}tĚ9|l<{RZ%P~nq60HE0 G6`[1Z (U!D[e-/5Txɲ4瀳J3Q ox"w߁YO:e\(P~ѵ.Luq?HQ;sѲ9ݳc訳/t?,e>HJ}8AT +  ! c +nИV۴  KrO8 $ +'NN}LL`ѴOk uFŴLɴ=Q#+ o   .g*&*#  +&9 p 0)ovB6ɜ SOGExjܷ| x$河DRسڳe.8BZ, ZyqBֳ#W&m[%9ҺWƳe\Yl6i!k׳񿶳9³HuDZn9'l}F% г峦6-𳯀253PN231r3;3A3E3J2cMz3G1=2j3:3)3]344FC4 ?%494z +4[T4iҘ4 +4;4,304e4Z4j4L-4bR1$2br52|g@3=+63ۈ3p3ˡ&:23Y1m23b23?M3 ^4Շ3c44>34p4064^~3m33#3@4 "4NV4]4?Ј4}4D 4t4ն5564~5n44M4Z4J4vv5465/5;)5[525RQ\5~t5kR5uO5V5*Ș5I5"B5?5k'M5'5_5v44|44@4·54UO4D@444p4544窔44EO5:55x5 M5,c5UV5y!5Jq5mS5 5#g58j5KE5?'5`55,5U*22w3Y2i2Kꔲm]Of0aњ2qȚa2Y3k3D3^344/3b4YD373"373}3ՆL43 4ҕ6jWKg0mZ1{ aT)8vS̳@FR׻/sr02^3R723)/33f3-3ӱ2#&3123iu3sF3=^3W4]44L]4t44̽444q40c544u5\ 53D55)("4t4G4 +-444z4]4d@<4 3$4#@134V4PH4%x4>k4o4h4)445Q545H4A4‡ 44u4W5 +4=5-_>D,شᠴr>״شB #6=4{شMߴ )t +I? jǴI + Z + '̴a2Jr;#̴d>Sm,F%>ڴ_p.2kh F[x fJtRD(ݴo7eXq#+fwVْ +G\N~NO(OQ˽ɳ+yIL%<#Iژ?p&2yc೾ ´ +G%Q4&n9 ! . Q+ + +А5׳/}%MJ"Cַ\ᖳ,Y圴.nմ.b=M^hm-ߴtִԴF1_[%U?>v^*~Iش/մO~O K m ke b´ʴߴ'%Tj~ٴ$kPôaӴ+ߴzv-xzEU+ 1mP B{ q +<bR]Cpݴ  k + LG +ߴ0) vf´޴ߕ<c:XoCw_ϴ Դ ]_?jB@f~{ n t# ++w۳ Ϛ 5 . z| +<U  +bWyFnuv:8,%Wɳi46ϳOⶳgˣ1dR2[ֲdR13Z23~&02Ӂ3OocϱQ><23"12UhQϸIUųc ų%΢ckӳ퓳{]K䳊߳G[+12Ws2G E_ +`_`g&rڲf0[ЈIJ c3g49o33h4+zd4YG4F4Eea33iW3[34r<423>J4v4@~46#4y1.44+4434߯4a)y4KJ4K434a4R443,}32(3g^3ͻ4 3*3@2J35I26}&3l333nGx3Kz47 E4fj4"4OO4#4HP4s444;f3EX4& 4k4(4S4ղĪދFf2&Oeg忧t>̳y/̴2*x7A0]&hn$ʇ賗vc%5@!T3[#InBӳֆճ?޿::/-=6X @pW߅˳mmvt?RG\㢳\񄳻XxG-_rZ0ئG2gӴ2@3;3^3 g#3rJl1C²gd23?r2FC3 35^4h3>34=W4o@4'4V3o3p3t34x4?3q?4(r 0#-1192$2C A&G7_>&sE0kG O3@3) +3 33sp34ʯ3\372"3=s2933'3R3o3/Y +///3//v&/o/9/ޓ/y[//o/I///|/!/x!/m/u/\00"L0 +}0/}E/V/ǓI/a0cA00Ra0d!/fF//\'/{'2//;//1/S/p&/J/fRH//V/s///ق//о/0 j/0/Z/// /0/Mm/P08+0P^010H0k0Q0cB0j0+s0A0$u0:P0Z0wxs0R0n.0T00 0*0[0װ|0,0$U0„00G000Ȣ0W0/0:03c0a0+i0J0d0B0[00$"0 (00:90Rq020J 0Y60 +50xv0G)00υ0L00n^Q00do0|0A0V00Cf/A/\-l/8ҩ/RA0Wo0~0I0sR0R/Q/˜/ҝ/;0 0 0'u0W/8g/>/#/׊00/20 +@05y0Mg0- e0C&0h0p0]0y0$0:#0q00 +0RW%0m0G[0a010z1;1 +1,&1}31&0 )00٬01-1 1 11BE1Z1;1R1t;1(1lJ1x141K"d1.H1CA1c11[1vYY0c0e03s0110ԙ0 1N01(1b +1!000ͪg0h11<1101b61}1X1r/111{1M1Ok1h51FR1^b;1C11y0181!1Ɯ1]J1n11?1Զj1m1)1i111Z1=1w11=q1Tv141J@1n 1V1cO1~r1,Z,1A]1$(1851X51r1N91gz31:1E11i131M101 11@11111-18&/|L/s./ &/'A/>//4.礇/.ڻ.9./:}/*/ >/!D/Y/v/M/i///!//Bs/] /7®/P/{'/k/mp/.Rv.".j9.ݜ#/T/up.{ /`..Ц.M.@.Ħ/g.߯./-zu/EJC/#/:/`?y/~/Sk/pgh/#//_K/u/%/Gk/b/;/Uv +/`/̃/f//翜09/۵/5/6///f//$//u0*0( 0 0]0=0V040F0K0w 0/00*0AF0!06Ҽ////A//b/6/8///r//!//?/5/`0G//V{/sg//4/d/u/I^/eH/=./W///t=A//7Y/d///0 ^/䖬0_/p&//J9/Y/ /wV/&//1`D/I?/&'/00&00RY00Z0v0N0i.00z00S0Í'0i0001 )02110H0x0#4050K00̇0/A0Cx0\+080Pz0y0x0k0R0.Y0E=0$ł0:00^0{B-0RB0mI0Q,0P0ҭ0 +0ȵ 0_00Y0p0600Ͽ00C001F15,1/RR1z1&1D1\e#1;~1Q81 p1^1֓1N111G>1(1=.1v@1$-1jH1u111?1d1_@1y1T1msC11]=1޴10P10\|11y13w11*Z0uX00-0_11!X11eh1I-J1aZb1>^1U1|Ar11o>j1 +141Jo1*1?1b41}1VW1p? 0\F0/0ZG0%to0FW0_0:[0S0 00X0S00}0F0%0;0|0\0n%o0DD0b(00Li0`p0`Y0} 0S*0n:-0-0V0I0Kr/]0 I/n0@a00/90,K0%4 /:`/}/Ȼ/F0 '0 00e0F0`0:0R0|0b0m 00/+0E0$N-090_ 0{M0Qf0l(0%0f0&0םi1N10N10)0^70V00X1d0{ 0 1!157"1R1+;b1K1cO1?1V11! +1;1~155)1J51*1?0YL0t}0и00S000֬00000020k0 11#0&1Y1!/:14 1'1*00F0090y11 8h1b1'5 5 +5~l55$6^L565v5x5L:555;5;&5x6ߚ63 66,6Ko6h@'6D.6_s,6j6%6 yO6 $6< 6W?65 \6NC5`u5 !5p5M5Ā5s%5۴5ؖ5O5\5yG5g55O55nQ6O6u*576G/6.a6F 6&6>D5_6 o5h66|265Y6Lh6.b6ZM66~6F6`6H 6AA66ta6w6kT`66P-66U6^666N46y77!7 #76M6C6Ȳ67(7e7 7K6a 6~6X6u66O6966N6lp6F`6aK6F6+6*6/626h06Z69b67 6y7.6m6z66f676|6y5l$5c5_M;5' 5'55sP5Jc5RU5v.5G[5hp(5555٫5׸5=5F56w6%6360,5Q55;e5'66fX5j6 Y5;#/5Z-5/ 5M555q<5|5$P5@>5[54p5a5ͦ5T65wU55H855=5R65D5 55I5H55v^55ָ5g6<6WRm64Qv6L6tL'6Y~6iSl66, 6D +6#\6:56^j6}[6T>6p>6-6đ666ϧW666 66F6a6e66ׁ6X6̿D6>6166'6IC6e 6@ +6Y6 t6x6\6;65I6NP6,w6Di6z66w66Ys6Š666k?66^H6}l6g66&675X7KӼ7/`7D7e.P7X7\ 7w7)7=ǡ7#77H7U#7o{7MgF7f777@7v737Ul7 97#N7 c67-)767M7/ 7D7y477ot)7{7w77U7;7f<7 7\΋7wf7́7JD77;7?7'7RO7}8 28ۤ86X8ů77778jp8f7cy8 r 8.P8B'8(;8<{8X8q8R %8jE>8":85j88.8J{8a"8C#8Y7I7777878T79 7H7Z77p77י78 8(88"78<8R8^858Jh8 _8 +88J8.g.8B08'b8;8G77867~7(w7<7!g7465k7 _6O7m7am7-'77%l7T47mV7Kt7dd7rw775767B؁7Y~7:b7Q<7t77jG!7E6F6 66?7 F7T-77ex6l6A66x7[`7|67 717G7)^7>'%7_7z7UH7o77"$75wB7:7,Ю7Kd7d;7BE7Y_7|i7ˀ7t]777O77 7+i777A@7472$77˯8&878 +28!#83:8/8,F;7877!88$8 R87-77&77n7777m7O7s7"7{#77@7]p7م67mB77 8888i\8Y77ݬ7 +7U78 7z85x5)5P55F5h(59x5Yh4H95 4䩄5>5-'5KU&5!t5=5!55~5?55Ӱ=55΅5m_5o5]u545&55B54҅4$4Ф4n5!505 +zD5#44lk44o45L4O5 .5O_5r5@A5`5r5s5.552\l5Q5%V5BZ5t5k5cec55 56 +5E66"˓69"6ʽ60*5O55ʃa596v6%O6Q6}6S#6p6GH6c6Y66Yn6`6<6W626J6s66g8o6AC5&5~(5k5056566 (M5S5^55156LG5Vy5h6(6@V664W6Yo6w:6MR6iI3646*76 +V6&6BK6[65I6NG4p4%>4v424^ +59*4[44p44V@4vS4#N4۸4z4e553˾5 Uo5&5S5v|5C5du5)545 ͬ54ȁ5Ty 5'K 5DV4@4q /4( 4V4ȁ4tV4PU4M4T4>׽3\+4&4ot44TF4445;4ƙ4]55485 5'&44J4zj4Ŋc5|504G5 5545~5d5ˈ55=15|5wO5eQ5ew5ȼ5~5ŸZ565Ǭ6U6)56 6+?6C*N6 66N5p655F676+6 V36 C5T5w5C5e H5z55*5l54,5S5%5Bּ5w55c55¨5[05W$5Ѕ66z56 +5555\56C5`=5]66˾6u66766s66"6,6$6R6굦6x6I77%7 778ج7OK7/7DK7ћ73S67 7&7;G772B6666g36gq66gk6V6z)6(6k6 6F6K66º6y7'676e77(ӈ7E76&626|6O577E6s7l7hf7"7\h7w!7`7HE77b7R7kQ7GU7_1787O7z{77777"7[7A7֩`7n77Vx7P7]7)777؜7=P7T`737I 7mV7E7a7|w7*7>7 )74HJ7U7oA7I7c27o 77,7w77 7077 +7\7~7H7737*76\56{g%6P6l66Ԉ6)686C6]666PF6|!636l66Ҏ6fD6WO646(767P6/61W6Y6f266"6N 6 6+6CC6J666]Z6{6O6lj606*6 +Zi6߉6B6\65Q6N#o666R6*6"6Ԁ6?6Ǧs6z6a36jg6d"6 6%%6677*77!7?>7V2c747Jv87 7S7Kg7ƒ7*ҟ7?o7!{747o@77cb7~7 77(&7K7VMg7pt7JC97cE77 \7~]7U6#76X67b47*n7U7 ,6A?6tE6 6J>7w76$7~7>7U73:7I7o`77ba7|7)u7>G7?72 7T7m_7HP7`F+ (r+!$+<++9k+U}++!+E*?+**/1++5E+C+'q8+u++c++E6+,F+++Q+q+A+^!+J++s`+0*Z*s*Q*x++*S+ c**v*d*,*p+$*μ"*+1+M+#s+<\+l=+Y+Y+{i+'(+-^+ k+(R+H3+g3i+7+Te+r++ȍ+5c,W,%q,B,+CX+ե++6+[ ,+zN,,,?*n,\.,0,KS,}, ,j,?,#,<(,A,.`M,Ycf,zjs,H,g++s+c++W++Z:+#s+X+'+u]s+'+4+z2++, ,!,,,9,U,+F,E|!+*,+@+,j,6o,b6,'*>****c&*ڴ*R*9*m*-*X$*z}*uJ**;*Q*?+B*b++(6+B++2*ӳy***m+ u+#+w+5*EQ*dz *4'k*P2**k*p*F*#*=*i*,ck*[C*} *G*f*0*u*0^**있+*.*P***Æ**C*3**=+aC+&f+N+nJ+`s+`+r++=L+Z+-G+HsD+})+L+gA++ȦZ+7+I+w,,_4+, +M+h^++2Y+*,_M++H+v+7a+7+'+T/+uzw+Bc+`+&x+ '*L+ +17+M-+!t+;S~+S+-s+%+G\++c+ί++m^+no+X.+{#t++'+V+,,,D ,,4,L,4,0F,',0,,dU, +, ,,ڎ,ˉ--(-V-O-A-^'-4 g-N,*-T,*q-!-'-?.--1#,v,,c,)Z,[,Hw,,,Qe,r + ,A|,_,uc,+,,/,خ,F,P),M-U-$ -Q-v&,,, ,đ,- ,D--6-~--md-6<-e-->-%-\[-|`-LZ-jn--pl--|-ܷ--P{-1.J.%.+.U-$-ڣH-'--i.UY-.2-=S-Yv-/>{-IX-y-Bs-g=(--"-:A;--,"-U2-ue-E6-c:-T-i-KL---T-;"-m---r}-R--Ԡe--*,2k,Mw,#b,= ,l,,Z,{t;,,-|, +2,~,H,gK,84_,T,\,D1,,Z,й ,>7,\,|F,[G,0,u1,],,i,a,+~,i+LY,7h,)O,C+, ,3 ++ԭ++Š+, ,$W, ,FW,a6G,C,N,n|x,,,,,=l,Z,-(,Hw/,|h@,,gfc,- +4-,--6m-Qj-(N-AЯ,;-'I,:,-x-2R-9R-$-q"w-i-^--ш-%--^ -MsB-l-=d-Y-~\-K-y3-}A,, +,,Ґ--n,xZ- ,,i,,h,̄-D@,̍,-.q-HZ- -8-ff-L6-T.-sz-y-)π-|-1-C>?-`_-3e-N]`*fG*E) *5*5X*R }*$*>Y)5*R)A)ɳ*p*-7**y**\*s^D*P*]05*7*sl*u *Y*d<*H5*h*67~*Sj*k**uU*Z))Ӯ,)> ))i*V)*۽)PK)^)B)T)Ѣ))nd)ү*%+ *?9**-O*^*/*I2*jFx*[*;)*6*6`*T>*%JC*@ >*ۙ **7*"+y+*d+X+*o**1*x*f+ *h++ED+eB+4xs+Q+E+4+r5+=+$d+>a++-~p+\ο++I +i*** _* ***u*i*v*@*_Q**i*Ix*t*A++*> +v+7 +T8+&r+Ar*t+K*˚F*z+;+/|8+ L*+a)s;)%)[A)~i))B )))E})e9)1)N^)%))o)p)*)ǖ)*p *-D** +))m):)^))* )j) )|)9))&9)W_){ F)BF)a) )b([)N).a)J))6R)))u)R)|)k)c)܃)li)})Tl)w)))X)T*JC*j*6*T+*N**w/**% *@r**-q*_~**I*ku**m.**Fy*+*Ǔ+(*;*D**|*}>**k*2*_'*3)6* }*6Fn*T@*$lJ*?V)$ )K)P)N*5l*,*~**w *P*_F*"*[}*±*;Q**IH;*j~*5u*S%*0**vq.*%+5+ͯ+Z++, 7+`e+e+ +~=++d+{++l+єD,,7,Qi,'^,SH,ta,A,`,,+z, 7,1g,L,",;R^+u6+:+_+N+++W9+%*+Kf+l+8+V+ҥ+)+x+=u+5++ɤ+d%,o,+],,$+C+ԩ+&+Y+%,c+3,,$,H,F,%,l,6,,A@,l,$,X_,yҿ,k,J,(,I,-S,j%--$-=:-`-.&Q,Z,,4,,- +غ-ʞ,-,E ,dZ,4V,P,|,_,p, +,$,>X,,-,[,},Hf,gΌ,s,E,oT,,-7,I,,S,!,l,z,,,5,{+'}+B>+VT+0s+b+H+ML$+n2{+ +>+ gk*)+Z+:A+X2+(+D!+2+(>+!+$m++G%+d++z+ya+c+ =++r+(+F*l+**0+Y+1;+ +xz+ !**^.*(*—*@+f*s++N_+o+:G+Y$X+B+3)+|+=t+)I&+D+)+2i+dj&+T+N֡+p5,,.t+A, ,6,Sg,&Y,@K+e +,++VP,,/q, ,,t8x,,^,,,,w,Qv,Jx,jf=,8,Uz,]A,CD,vD,nA++؎+L+Ġ+f,/w+Ֆ,B++g+k@+Á+ϖ+6++t,',BJ.,,07,`,,LW>,l,, +, +,-,9,VԞ,(қ,CI" %!c }(}+!G! b!! ?Y @ մߴGʴ5SߵzϬڒF{jF۴(&^!̴!]!Ѵ! ᴴ U!1´ b"d!"2!!n@ 3! !Dδq훴 e˴ጴ{e o%J I 3ȴ%:eez$n;淴JM맴 + \Ĵ  4״Ӵ:: W + }bڴ6VNH̴pDFߴQQXմ6 FAm%N3 A)JY`nϴִ"U"""t"B!خ!"!X""c""0"+!ꩴ"O"!y !_1 .8 R!!4!̹!s 6 != s"f""""o":ϴ""\""I""l"="{""ܴ!0!+"$!ߦ!LX ɴ!F!!"J" "k "4ߴ! +!gb!!ʴWB('k o:a.#t5!wǴfeoĉqϴop-ȥ)H :#Ĵ 9ڴ1@[m  [!> Դ "nHy.ȴJL[Eʴ zK>Ӵ6!Cp%Yѳh¼ +^@V|bR~ޢ/ٜAijǗfљ" +Or& [ "˴rDô -1 +zr !Zx z!0:9𥓳ν:˳ֳӇX޳ dlJ{D0bӳ P*³ !۳ݳH zFf2/H0F72{@92&Ҹ38~>3G33jgG4ֲ-a,2v3092K2s<>dzYy$vNG@l|g˳lչDVo"55-0ٱ&27Rg1Ό Ss`r;d.IJ薲r6=D ( [q )'4_ ˴/+  fݳiO6uܴ +h0MB)3δZݴ]~5jO̴!&+܀   Tʴ t״ +K=YvԴkѸ ʴ r 㜴B W]n8SoRӴcrij  +iOc=D[3{8"ֲżɳD̳>dzC&UʳdN_,AeMpٳ>3X),H~Ѵó隳ӫ+гͳsmJd۳iМi_<\ֳ1#$"# "ʴ"x"ô"("#"###C#t" "H#"t"$"X̴""x"!g"FK""""g"z"h"/""T۴#,#p#5 +#(A# "## +#"Y"#F"M# """""ᘴ"N!r!!k!] ѴB ܴ L>!l!"!O!,X ? =G !qS .!!L g3 2#I$#@##N#F#5#)/#=#1#S#Lw#X:#Q#C#9#Iʴ#@##R#$p#r""Z#"~#-##6f#)#w"F###\y#Vm#`=#Z#Os#G#T#M:#c#^#f#ba#Y#Ra#]7#W#=#2#D#:#%##.# 5#J#A#P]#H+#7+#*#>Ѵ#3"""޴"Ŵ"eQ"*""Q]"̴"Z""Ѵ""t""!Y!"!!%ʹ [!m "?C!"d"*9v༴⑴6ȴTqdJl +X״ƬJ uϴ2 +xBl -7 {" ~z , ?'? K. +Mh&k5f[u Ĵٴ.VGaSGô  Z ô "DqJd ɸqڴM.=H>.XY .0E.I.w(..fL.D.$.;.s..f.Ve +.t.Gh.c...!m.Ie.a..Q1.ޘ\.ז..$y.$. .τU..JG. ."[._.`.9M.SӚ., S.Du-W. t-l.5i..6.[.)=.r^..2.`Ր.h|....B.P.nr.A.]4a.&E.c.|X.=/Ҟ/.#/Ok//K/Gش/$./:;.n/Q.I+.Z/0/.; /S/"x/c//T"/pN/.0..=. .r%. .a.Ÿ..K/{/y.4//&/=y/Ҳ/0*..j.}.4/0////N02S0>/s0 +C0y00j00W*0!x0A0K0[>0w0M0,0gW?0,020R00@0,0@0)01 0o11030 000r0{0І00?0Xe/03Jz0JAS0s0SY0d0lt0'e0<0+w00E0T:0p0FI0` 00000R?0X0ϣ0Y0!F0 ^0|k0\000Ɲ0c/W6U/tJ/G/c/|/ // /9/R/,M//C*/oi/|/^E/|5;/ /w/C/Y/0ڋ/2///^y///e/O$/|g/ϣ/n/5;/&/(>/N3/j /?&+/Y//.s$/)/1/I/#/:3u/T/u/v>//m///Q/|/d>S/pi/Sg/oo/_/-+/1/0V0$_0^0(09t]0QF0, 0B1/s0{/00 0500):0k00[0wl0300900L[0f0>0Vլ00%0qM0/:/t/ʬ/,90 T +0F00y02//Կ/o/\/x0͸/%@/401g0G0$090a<0}0Q0k0GU0,0R0 0B 0[n05Z0K8-Y-zn{-H>-f! +-Ə-`-*--7,-SN-(--A-rͅ-k-^#-7-?-@-(-Ǣ-r.LM- +. -G-D--,-v-'-s_-ݽ--1k- }3-"!-Ld-j-;RZ-W\;-zn-,-_-+-EM--4--7-wu4---˽---b{-E;-Oi-n-- - -[w."F.:=I..+.TY.s*.D:.`;". +.-p.h.4.N.&`J.>?..[. ..b.ͼT..C.l z..Yi.xL..I.g.-z.,-r"-.%./ .. B. ----.1/.-(`.`.Hx.d.8-.R[.n.\.pA..).9.Ak.d.1<.\x.|Q.KW.h_,a,S,ŕ,]--%=-1-,J,o,f,,- +,ک,->0-Z--a-G-{-+-e---6#--'-R/-q-@-\,͡,5,iO,},h,#,,ѓ,xD,`),a/,po,,t,,)-l-zX,- -/w-I]- )-8E,+p,7,Ȍl,2-y-((-/-[-u1-ŗ--1-نv-.-a-{-|-6 -}--o-]+-,-.4.#/L.C..:.U..+C.C-. O#-۹h-..3.).$-g-7-S-sz--r.-^-s-Am-^\-0x-J-u--i>J-m-&y-x-~-.|.-. +IB-B--0-[--(-)`-.F/L.d.Ul//,HB/ }/J.ǻ.q.9./i/, .//C/^/4E/Ms/{>/&/i/"8/'A/=/yE//}/WE/t{o/G:/b.5.}^.e.G.U.....N.&K.i!. +. ..,C.!}/:/"/~/|/8/PQ/)/@.f#/ .E .//1z/]/#////|G///o/k////$///Pb/010 A/0 +<"0(0=f00/2/0! / /]100#K0V0>/l}/.I/Z/w///m //I/d/:+o/S////od`/s/q/۷v//?]/50 /]08/,//w/&/JW//0/ݒ .sl&. ._.>d._.x..l.MDm.je$. 55@5}5<5S5Ղ5755s5X5_}5f5K5L5l5e4Аl4#4Ax4+5[5.U5>5R4*4474D45y4f5$5L 5p +5;D5[r55555+yN5Ik557L5k{55Wc}5{ikN2Nj0313yd23:놲! |KN23$23h43.3׏'4*74X4c4=T3h3g3*63 A3m4#$3ˍ^4 +6VgV륳IW1ŘkUweٳ@}ͳ>bL*Gb2A#3VL-2jah3Ӎ335331,2[C=2*3A3b3 N3l^4>v44n4N44M444P(.4 h454dʥ44V\4>4fx5nf5(555D5e53:r5RN45 + 4D45#5?5:5.4\4H-44.;4|v4 4\O(43N4|A33 +4@$4r="4$4R%P4k24*4#4Q 5E+5-:4K5d 4. 4 +4]4}4_5P414C6:65b6 g6)6A6aw64155[5&%5$6=6'פ6j6i6[O6y$B6LzF6h}/6w=6[ +62 6I6?6Y62]6J+ 6v6c6fn65|55ž55_6{5[65&5]n55x5!5a5ē5H6%|6+6;ʙ6fP6h6UC6q6X6p66\6|66X66"6 6sh6[6ʏ6_6Y6r66.6 r6 u6EG6_66ܓ6Oj6R'6S566)k6Af662.6~(6,6l,666 66[6Z 6wRb6I66e66ģ6\6 O6 wL$md7#LIaԳhbᚳX6z²հ5ݲYn2{3+u12|XaCݱ2b\K)0@ Mٴ0Ƴݳǿ7ij-उ³⫳5e +.MpP &O|zs)P$$<#8+_j&3=>3#3Uk 3g4 C463r4823 P32q3d4&4:4ov4Q2#2VK2y3eCQ33$3-]r1B(LY23Hş2:0y3 i73C4!x3ǔ4DP4OS4a424a353e3p344D r34&ͳ޳鳦Hxڦca}ԟEGy55+5]m5'5I5ko5"54"5 56 +5UK5$5@ɽ55*>5ŏR5N66$6[6:5`5A;535y5 6 +s5,5O6:6TP6-66D`_6p26O6]ء6{ 6a64E6S6&6M@6h6=6W655^55555T5Ӝ^5x>53:5a5J55&(55 6D76њ5V6 ;6/x6F6 665G6.5B5鷅6.6(ƾ6{6464eQ4.84GR4=44zA414Ea4*T38r44Wǃ4Ո4:24i4P4a4455.5c54A4!44zk4O}5 =k4{4y^3ć333ކ44I4a4,?39{32r#3\3r4Җ3_^3o4}v44ZUM4]<4_N4ᢱ4޿4Wx4;4l4>$4JD4y4R4 +_4̣5LU5nwJ585W 5T5T5z.55&95B55/L25cM55M+5p; 5K5Տ/55a5ì6 ,56x5555TX55555ր55&Q4559ڱ5X5'z5C)44444E.525/f55IK5|h5 5c5f{5{5Ø5u5|5MV5px>5:B5X5p5i5|B518'172177214s14`1/k10 1*?>14H10`101+g1*1$ +1$1&1#0.040aP0 0Y00+J0 00 0A0Գ0[0)0ֈ90ؙr0m00$0V0~00x/0f0lO0U00[0rV0or0Om0R05h00'0 0 o000 00y00L000|O0[40_2b0@0u0Un0X60:080d$00)0=ӑ0"[0%T0 0 +%/S/J/ƿ1 |1V1d 000v00|0000άw00*00{U0͊0n000:000\0ɕ0Z0P0|00hQW0j{0L^070ҿ00w00 00+0c0Њ00f0J0n0o0Q0V0l0n0O0N01$030U0P05q060o0C00X/C00bs_0e0F +0C0(0*00I$0-h<0/09r0x/!//20.I?.%H>.(. GE.Bj#.[."- .5.3-ݩ-l-.C-z-L-X-¢-f-N-L//`/d/i/?2/;"/I/~_.#/C{//"/9/.v.m.e$.1..˛.g....WS.Y@..Zs.a.\.4.8HM./.q#.q,.'... +.l.*.b.S.w +.r0.EFH.IY.%m.gU.-R-U -J-d-Wv-ZH-O-M`-ED-Gk-A80d[0n0mW0Q, 0Q060600P+06*0560000 /0.00{/\%//~e/;@/}/i/È/__//T/_/F/c00\0b/e/Ÿ/Ĺ/ĕ{/6/O/3/Ο/%/X/ P/k/gP//Z0/r/fӰ/eI/=%/>0/z /g/?d/@6w/f///d.I/x/AM//^/[~T/3>/65/2/a`/9/;M/B/9k.../or.#.Y.@..E..6.ǷR...F.r+.V/.Z 9.2s/9.. .X. .0.t..҄.p..-m.E.d.fT.=..].a0.8H.5}.tR.-Ѫ.;!///ۼ/.///.֊ .բ6.zr.".~-..*).y..@v.l.m.CZ/o/E/>:.՟Y.ֈ.l...D.?.#9.P.|.nk3.mu.EQ..nea.n.E;.D.#.$ +. .EV.$P.$R. +1. +-@--Z-.v.i .ke.Ai4.?u.. M.@.Bݣ.!l.".a.i-M-皨-Ǻ.z-ᙐ-j-Ć{-“--%-ME-?1-5-Gt--=---qH. %-- ---Y-4r-k-ʛ-ձ-=$-Y--Ӝ-(----Q&-->-{\-|-q-]-}:-~<-s-rL-k-lģ-h.|.Mr.R"".,P3.((. .-J./4.^.c---G5-ҹ-3-۫-,-˿-y--Vo---`--p----l-ss--2->-B-l---C-w- +-#-D--b---- --z-w-h-kL-`-}-nJ_-p-f'-c]-[P7-^-XZ--|w--m-j+-] 5-_$-UI-p-bO-eG-Z-X-Oޫ-RQ-Lr-R-J\-M-F-CL->-AT-=^-I-D-G-C--@-=i-@->-]-U-Xz-Rr-Oq+-Jʥ-M-J-Un-Q4 -T]`-Q-N?i-LK-P-Og-GJ-D-Hw-F-B˸-A +-F o-E-K(V-J -Om -P-Jܽ-K-Qd-SDE-ڶ-PR--i-5-s{-u-j-~-w-yr-n}-m-etl-gT-b9-h-`;-c,-]m-[,-Wp-Zb-Xe-`U:-]'-_-^n-[-[#a-^z-_k-pQ-iH=-j-fK-d-aZ-c1-cp-gA-e-f-g-es-f-h-l-a-a-d[`-f|-c>-e-iܵ-n>p-i{-mb-p-v3-rnr-x-}--U-S-W-WI-S-T'E-X]-Z-[ϱ-]h-aϔ-d|-_u-cK-h+-m-Uc-WJP-]4-`v-Y$-]H-dn<-i-g&-k-s@-y-qt-wb---iZ-n^H-sN-z-s-z---C--F---Kc-m->--DO-Z-?--h-EB-U-T- W--l-|--(-O7b77Y7d77B77|757[7C7~W7}̖7sy7t7ixܴ#~J#~J7rҀ7f0#~J#~J7YY7K7h67Zȁ7\:#7Ne7M37>7@/717}7t7tMm7jd7jP7]7^O7R7i17^7]H7Rp&7R^7D@7D767P7AT7C[74"727$J7%7L75?7&7'_7U77 `7 +6a#~J#~J7=07.4a#~J#~J7(7h7/m7 7"7d7n7+7 6#~J#~J76#~J#~J6 6ba6\6 o6f6 6S6660F7Y79756l6f66ӑ 6@66ץ66V6r6$6%6 666666CL6`76d6AD66h,6l66G6D=6#6&6r7Q7DL7C76U77"A7(U7(7Ȅ76D7(ږ7(F7U7{7 Lv7 6B7'7 7 6lM6#6d6W\6GG6o6"66Ǖ6ő:66\6 7G7 o7 ˥68c6c66D6Ɏ6:6~66J6ѩ6f6666=a6Hn6|6Z 6~66[v6666_.6]P_6;'6=6X6r6(6z6L6-6p=Z6sF6Nl*66x@W6{6U6R61bp636~6J6*6.;66 5 525)6o555})5%5k5n5uM[6Xd6669?[6*65Ȣ5526H6#+6055ϑ5&555ǁ555j5{5DL"5I55^55N5S5#5 444>#~J#~J#~J#~J#~J#~J#~J#~J66YA6\6:67E6[65 +#~J#~J#~J#~J#~J#~J#~J#~J5~55H5}5 5|5j5I i6=6 6 'K66]5B5Ӻ-5 65؂B5u5tR5:5\5l5\5t 555Q͛5M55"7F45W5&'5+R54[4Sk44,|#~J#~J#~J#~J#~J#~J#~J#~J5D5|5m44҉4B04zW4y#~J#~J#~J#~J#~J#~J#~J#~J4r.4&4+3wD3O3m_K3zP 2D44:4 +454{4147d3W44>4E4333ئ3|3 3@)3G320S51r03 f1γ2 jVK~:a5á5A55h5bX5/&054#%5 L5o5:4 5?z5544495;4ȉ14^44J4M:4Vh4#)4' 4^m4g4B4Ta3}3$3\|5 4.4뒇444rN4{4.>844j4!4=%x4493r33}4%"33'C3cN3nn32!?2 003v3]31N1Fܫw44r33 83; +73*2<2kv 3K2&2籄f(ա7Ù DȲOJ.4br̳](2'ԛVȨQ"Գx}X۳[R +0p|YMKy4E`n +7>³8ѳc>h`YqsTc0ֳw'nqgDʳ0z6Ȉ6Y6$668x6$60#6a_W66ڪ66`h6aUw6AU6A3#6"H6`]6?j6@z6!r6 66 5W>6"fB6865u5J505596^6@6?'N6"6"6-656!766t5ݟ/5ޗZ5I5`5]15Y95+5555e_5g{55E515i +5j~5857-55# 4@5a5d5͸565U5W5\5+855_5b515.5w5T45'445އ4|94 444J4484V4X +c4QO4 4O3535 +5 q4ը4444c4"4 4<4n4hu4 4% 3+4^4v4$3Ȩp33WS3c523x-3n3{;Z2J2v0=J1%p,5ۻ545[55*5j 5jN5:*55i }5f58bN59c55u4߇5955w4w4bv4w4G4t/4ߔ4p44xE4v4.4/Z3i565K54U4ް444xN434]44ut4wv40rl4/364yUh40c403@3O33k33Կ3՗3"3B"32!P2&]".A4q4(4+k3y83-3<3<333[3׃3 w3e1ׄ1ڲWߔ21S10 w>WIaT00df@t(B+RPOO7m"w32 N2I= +K #3RvZʲq= O"3IǾHʳf{%LJ +h4jG&igEU~$ų}Am³y֏4D4l4z333 M3-2O3~3<,3I~22{l7+Dŏ?2"-S/%r,z3 +Wց$JֳӳLQ9Qiγt8o2̾\ J²ܲb @ǴR D۳8V<5a|]~{FqkfI%;Գ5䳘. ~򑳋oajt=9ﳜijk]mz3]!WFӳ +xﳓ?O)0볣볪@܌S-,@Zht[&N;;쳳妳ҳw0γ1yyf7ϳ%~ų63t8?l=2.I\/鳭nʔ9ݵTJг{vfOY}4PfX +U#ruҫoIOٳo˳[dqdzvcr, ,ϭe=mAHf1M:޳,+FEֳ>ݳ#ϳǂϳzŢ0T>}K𳋔?lp-h ~qֳn˳jqX +4(}Kijb۳쳗>?[U*,)3X9bx³Zӳ݀>?=c#xwil)ȳaJ$`e想8wóksznudUi`PDdz3Wvuj ]Nkr\M$<+>-YKݨ貧g.Z&--ڟ--;--@-l-[-NV- --a-Y--^--p`D-X---u-rg-`-bW-T.-n]-]D-^[-P-OV-D-EL-=-Rx<-GQ-H-?->L2-6-8z-1~-C +-;-31---'l-"-+-g-<-4-5q-/U-._Y-(ʖ-)-$-0m-*-,w-' -%-!*-"u-/:-#U-- ---d-zb-y-_--%-L-$-G---w\-d-g3-Xa-V|-Jvv-LE-B -ZT&-N=5-P\-F-D-<->-8#C-A'D-9\-;5-4.-3 +--q-.-* H-6F-0-2c--1-+i-'d-)m&-%-H}-@x-B -<\ -:*-4s-6-24+->-9L-;-7o -4-0ǂ-3~-0a1-/-+-.-*z-'0-$l8-'2Y-$4--PS-*:a--s-*-'t-$-(-&-(t-#-%-!p---@--#]--!---i-d-o--mU-|_-0]-.- - +- +----- G-R- 7d-R-_J-!;-F-!u-h------"P- H-%X-#--[-"-!N--n---uX-v-f-`- -- V- -4-- i- ]-r-UU- W- ux--4,,-S-e-i- - +m-ܖ-<>- +- Zs- 6- S-Ty-e-[-'i--?,x-KQ,,, +,8,m,c,,^,,,*,h,,,d,,(,,=,,Ş,I,|,(,,ߎo,߽,t,U,I,,,,,ڇ,z,3,r,I,,},gU,Β,˼{,,e,ҙ,ڃ,י,'S,m,,- +Z-- +0--{--ߛ--_- +N-f- N- +o-@-JS--P,,{-R,Y,c,ـ,Վ,-E--~-_,2,-VR-z-"T- ͔-m-- - -S-3-u--!f-"9---#-%Q- E<- +-a-W- +^- 3n- +-?->-=-'J-*zu--!c---1(,,tt,;,?,S,,,d,#),Ԡ--, q,- -,L!,n,GG,꫄,,,ꗑ,,e,-6-,t,-- +- ʠ- -v-j- --ƛ--$-'H-5C.-9-*-/U-?!!-D-R-v- -$-i-=-(Ĝ---3-9q-Ki-R->-Ex\-Z_-b-:R-6-9y-7--3-1-4'-2-:\-8݅-=,-;-7G-6m-;~-:-.i-,M-1Wt-0-+G-)-/)-.-5?-4Ï-:-; -4 -4-;-=-@-@c-E-F2-@-A -GH-IJ-Lx-N-U-X-P-S-\k-`-B-Cq-Ke{-N-ER-G-Q(-T -W'@-[*-e -kML-_΃-e'-q-xܠ-(b-($#-.A`-.K -')-'-..-/l-5q-6k->*-@-7*-9-Cgf-Fwh-'K-(8z-0-2-)-*Z_-4-6n-;S->E-J*-N6c-Aj-E-R8-XTD-J--M-Y-+-^-Q-Vn^-cP-jc-k(-q-n--B-yc--&-)-[-ap-q +y-xݐ-g-oA-¡--~v----'-@f--@l-`ݛ-ea-n-t-j-p-{-`-&-l-'-p-@-W---wL-~-GK---E-TM--w-`-----+-q-1-d-Z- -Q-le-(--O-(--q-d--da-+---4-H'-Ȣ-+-ǝ8-׏--I---Qb.)-C.%..V--/-B-=-l -=- +---q-e-A--̃-b-辔--t--ǻ-- +h-҉m-4W-=--{.k-5-i. +.5- -4X-.p-t...@..z.$C-./.#..<.;^.H. 6.#."2.,b.(.* n.8`.Da.:j.Gb.W.f&J.U.c.v_.+-,k-.-9NP-<-0-3P-@-E-I-N-^\-e-TX(-Z-l-tϗ-7-;-J-O]-?-D-V -] -aj-i:-}-g-qk-z%-WI-A(-wQ---z--U-p-q-- -=---w-N-t-*h----h--|-1-X-Ǐ-"-Q--X R-_֞-v-W}-Xt----i-E%---PV-hc-q%---{-}M-Y-]-Fn---$---ȫ-ӐJ-4- -ԙ-Ӡ,-D---9-3--RD..8.õ. +_.}."- (-ߴ-_.-5-. O.|P..8.,.7&.$q..r.Bf.Ne-Q-i-P-U-_-?X.t@. H.X..m.&R.`s.!ի.0"..t#R.T.L.D.cA.Ow...x.k.. .B].Rl./ . . +.t@..`:.\N.~J.h/..6/ +ja/ٻ.ÙI.Є...?|.// M/R/н//(/kU/#/3ٓ/?܎#~J#~J#~J#~J#~J#~J#~J#~J2\%dUpH|#~J#~JmML#~J#~J#~J#~J#~J#~J#~J#~J#~J#~Ju]Ѵ#~J#~J %j}˳ ijD#IHrot>kbofh<)kEQV8枳jR峵ﳣ֧˙DUD쳺kSLгɴ#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J_ #~J#~J$f#~J#~J#~J#~J#~J#~J#~J#~J#~J#~Jvԝ#~J#~J硳ҢU5{4T*T@Ǒȳ{ɳ@ܳU?'EO-Oeד a̳KƳ?γfLFF1-TϳH%H۳Fdz} E޳U] iAOC:%ڳ|igv 5Ä.œȯl"ܳ᳼FZ/t^e^ʳe~{5=Dɳä˳zsɂҳbȳʲ’ĵ0q)D M^q=ȥ6C͋嚳Yhʈ"͟سˆ*ΓЉ@a)ӑwӳֹƳɚL㱳ksꐳlܼٳ۲x"7\>#1 ̹_Cfυ[ -ְkWԩ/aIijmЦGwAn5ãB$ҧ#ܼ̇Y#~J#~J#~J#~J#~J#~J#~J#~J#~J#~Jyٗ#~J#~Jyųߣ#~J#~J#~J#~J#~J#~J#~J#~J#~J#~Jl^V#~J#~J7꾲؆Y۩ڡݎ޳ޘEM!epMǤQ6wܚAuų1~^Nhlmz"ҳg녉ݴ#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J³ #~J#~J0[#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~Jo ,zzhz1ނM1e[J4uHّO9ZY,-R=#ɳγYץݳݓ<؊ءƳ trFѺȚܳOJ4}4N \DO ༳Ϣٳ+EpaM z"8)*𷓳Գ͉K!R*+ٳG`a̳< 鶳`Yڗ>cx赓ؘO+[ݛӚuڝjѢϳ^S +1ک3̛usgdz=R"l&zݳF8GNQ᳷ij/1=NݳX볹OOcFl FS½T@ ͳ|鳻T)f77賶S mLr#^𳲢Hóó)cг$!E D>^гr~B鳤׳ ilb*O۳ӳƦ5ٳ&UgX뜳GK1ֳJ$﫳Ƒ/4Źďﳼ^pgGY3t. p̳ճGz`2b"yy(k]bسw5]N#ųwXLUU`Ox۳jj6Zc=;,KU,:(f賓,W/G1[et @|.oC2^GObaijSG>U-̳|³gY+soSb.J9C9ٳ3$*X +ަܝʲJXlqڳ~cp}ŝnpjI_O=NY*zHYJڳk[i9ͳ&7ӳ(ݳ<-^vm4KC':&KאҲ{ +vZEX1+02}2˨Wz +clV\R?y|r+cq޳;N)5R k?0ٮ8ӳ:i WTNWo:E2,VNmiV bӳ3Nm0ֲL4͒GѮ10"$2*2)P23U39WX2ۦ343hh23ٱ1?^22(22Ua23s3F-B3B(:3oK3333,k34.1"?62b2!^2$12Ym2j33)323v3s3a[3\3Ƴ3 ^2e3'P3G3xN3,Kf3Yb3\333,34 38V4N4_453X3o4x44I4y41 4G`47|4M4n&)4!/4f4xa44R4)!4@=4_KB4zs4VHB4oA4Y4F44,44k44K4x433'l3bo33uX3ܖU4 +T4#43!4*P4K4b4@-4U-4}8493Z6442#4G"4#N48g4]+C4vܺ4n[444$4244n44=4474444̱46Q40b4P5*<5945 +5%.5)4ß464ܓ544}55:5U5#58'5H.51Ou5@5X-5i..l.k2.C.Di.$.#. .Ba."e.!b... ^-dw-a-. +-=f--!-/w-k-`|--ʴ- --L-L---Ž-IZ.-P-ل-(-<--* - -%-'--ժ--ۡ--T-]-B-q-1-Ξ-|^-{[-q-v-y-x<-m}-oA-i-gHp-c--P|-K-- -~-~-th-;-~+-}P-s)>-si-m(-lb-i-tT-m@\-ma-i-i]-g;-h^-i -i-hy-h,-iiL-i}-lW@-l]-ql-r;<-k-j`-g l-hI-gy-fdq-g-e|-d-c+l-dҨ-f-jIE-h-nho-h-lFQ-k-p +-qwU-x_`-x7--oq-wx-v%+-҂-m---t---.---vc-tc-i-Z-rE<-p -eu-g-`Z-^-Z-k-eS-c0*-_-aڭ-a-^-`M-]0-\18-Yt-Z$-]-aD-^/-c-c-\?-Yw-U=-Wt-V#-Sy-T^-R|-P-M'-M-Q -S-PO-T-W/-Zެ-W^4-\-`R-gH-c"-m#-X-_-[2H-d/-i[-tl-o-}-b^-f-d-i-ld'-tC`-q-{-gR-n-k-u}-y---[-~&-- -=--T--]o------y-ؚ---q-~ -y-#}-fy--Ԙ---82-Q-]6-^-4\-!--Gv-- -s-{!--B-ѧw--v--̈l-p-O---P-N-0c- -.--)(--s--dQ-M--a--z-e-]-Z-3--&--}-S -z-?-----f-FY-\--8-P--е-t---U-fw-2-ߒ7---p-R-T-H--:--a--f-^--{-̜y-ښ- l---5-|-Z--O-s-<-+-G-<.&..-ġn-@-V-_-E--.4R-ӯ-.. . + D.sl..&޺.. ..k.w."oo.)h.6ډ.!z./b).5J.E.>$D.N3.V/A.h}---s0---Lk-2--m-i----M--2-є-K-܌--.8.G.g-ޢ.. .#u..#.%.5-$-E-"-H- . +. +6.R-X. +*<. 4_.p.-.(c.([`.:y./.'T.(Nd.9J.8 .J:.L.b\.:f.Nc.O!|.e.d[E.|.~P.@.Ļ.z. ./|.+o.:.?".QQ.2.CG.G).[(p.V.j.p..KrL.]j.d~.y.q:..Z.ب...G.%..mE..._1.uo.yt...z ..M..U!.|e.:.nV.f..ӵ.0D.<..N3.ĸ.׺.T..Q.VL.p/֤.;/ +/ /-JTL-LD--H-L$-PVq-Va-Q}-Y-G-M72-H-Oo-T-^m-XI-d-_"-j!f-dn-q1-wx-+-ѽ-vp-k&-z-s`)---p-H-Uc-J9@-Rͷ-L-WZ-]v-k-d-t-Pӛ-]'-Uْ-dM\-l-=-v5H--}<- -qj-kn-w-$--b-?-a-#- -,-6%-45-5- -b--G->O-I--d-*-O-c_---Ԝ-5--f-ݔ-k--"..7.W-.k...J.#.!.4v-S]-K:-I-ٜ-Z-_- .9-f--.}..4.5.$[2. .U..-{k.1C.GFR.C.\h.))z.?&.:0U.R5.X +.t.o q.X*-\ -l-ct-w"%-'-C-c--l--w-- -B--C<-;=---%--V-o- +A--Q--ȍ-.-. uR-$f--sL----q---ty----&-ɛ-[-k-c-F.. ...)H-[. |.4..!.:.1i.Mq-I. C...&.4...G +..(i'.!2.9.@J.[l.S.rN.MK.i8.b..gv.6..ְ.zE.{..^..h.."2.1Q.Kc.C`.`.iw.&.A.A.WD.x6'.m?..M. +..J.b...j$.Ax.Q.=.V-.3. .-.ȉ.ػ.=/ P/ /0s/4/GO/'w/8ǻ/<&4/P/ /Lh/`F/f/}// +/`/M/-/+/>/A n/V$/./B=/C)/ZU2/X>/q/sM/Wt/S/jj/n///]//'/Ҹ/U/S//)/g/a/ +@.;t.^.W.֐.ٿ.W.–/ .Ү;.,.{v/ /UA/"/9/*+/ +f/j/M/-/.5/C/Cve/[3/,/Bj/@/Y./Z/u:T/tF/Q/[/O5/F/%6/(6/>ik/;/T[./!/8/3r/L/Pn/l /h +//WM/r/p/]/tc/?/a/2// +/=,/t/]/'/Z/Q0/[! /t/ubK/8/p6///N/S////T//F///8y/S//^/S/H0Y/A~//0 )000f0" /ǎ/0//ؙ/֡/B/i0/h/q/T0J000k0'00!00%j0$r05070KM0&090:0N0M[0cv0e 0~O74r4./m4+3+3 +333_3p3133 3i21k2]93P\2(32$,+e۾ iѲ2"޲8"!1 HJ gJ3 2e16߲SF?HV4%_E[+x(OwQ4ow#]KLji< ﳀ"Sݳm[Գ%"kͳ2xU UH&HKf8*f|p|Xcfڳ}6~TOq=sllbϤdF³&}Sז pC^ƳQT$߳SDlD`b3'G3DG;]=g $Pqڲ 8ɲ @!G11p2Lɳ5 ٳ',ҳ +p&yqSz³|?n߳kZSBx{s +eskQγ\H>TB8`?3NI5:%_ +|xiҎhs@VXCE_A6v* U?>R +%Z'߳  ԓܳ/oyh_2NLe#b9ͲH! .@18J2f!KB9/E$5Jk ;[v~#cܰi$#$=J~?Tְm1ܱ1ȋ2?M2[2c2c}338Ʋvpbí711y"2h2\3T27&2)2$ 3)t3r3Q3i32}3393#3vr3W3333%3,3u33M!4&4 ^4'ó%<ՅL> =ZXҲ\Jܲ}رj1ߛ12ڱA1H1ij22F2p33Et2/3ޟ3RpIFMm,F Ov“@Y1}824.1h"G23}3m3G323# 23i(.33Τ3Ā4423!E3m3h33m33.?3Gy-3E.333޾4J4 +454_ +4(F4:4KE'4T$4h4~w{44AN4s%94e44L4f44+u3k3rE3汎4&4)4Y4L44Y-4=\4/:4aå4s74#P44%&4.4ˣ444˵s40w4L5 }4N474~5)]5-65!Y5MD57)3X?3ww35L]5h@i5k55PC5nk5o5E555i5>55jD5bn5555O55gw5S55pu565ۧ0545#q6 44*4N445V554W5}4M55;505-5K554525Ow5P25p_5owo5t5M5m5k3X5E5f555l955*F5%]5B5G5gR 5c55=5]5Xe5}55;655!455V5P55a5cB5;5Ɂ5_5\5n5I5^566'65 +5 5Z5c5I5ȧ +5@r5%55_5˶556l6g6F=5^ 56m76M6C,6 6#6506(6%66';T6:D68b6M6P4i6gu(5籵6ǧ66K{6a6(ey6(56=t66)6(l6>6>H.=&,.E,.V^.L9C.\.gK.zM._.rn.}S.x..;.s.T`.n..X.....â.g...=.@r.~.ā.n..;.I8.V.f.W.g6.w~.J.vK.{D.*.l.j.H.$..w.3.M.z.z. ...֌.8. I.̊.|.̭t..Z.ڿ.v..z.f.'.؂.鴨.Ԩh.o.N/ .~/T5//I.;..$/.y///ӈ/ /(/&/4 /(ҩ/5'/BOW/Q.U..i.p.+.k. .F...КG..`.<.:F/ ..@.+..//N/|/X/ /a/!/fZ/'Q/0/?.` /a/// // B////&Et/+//6K/E/P(/b $/VU/hkw/u@ //?sK/NO/[e/mm/_c/q /A/uE/{/#/K/2//1/{//mwD//P'// +/ /)/V/ //1// /Ř/1//c/.//˃I//Rf/8//G/(/d0A`/L0030...{.o.˞..p.b$.%m..Y.u/.e/\/ۗ/S.׾ ../ri.B/J///-/z/P:/)5/51/'/3o/B/P/u/1/)/6&/*/6/D/SP/Da/S/a/sF/c A/t$/F/ /D/Ru/b/s/a/r//7/./ /i//:/;z//lq/ /T/%/0/!/,s//m[/Ǜ'/զ/–/ F//I/Q_//4/a/e//7/b0*+0 U0h0 z0 0!]// +a/]8/L//F/rW//p//ąO/j/8w/օ7/䂜/ //F/V//m/3;//N/ԝ/50t0u0Z0200$r/,/¤0r0 +Q0ߤ0 /00!T 0-00'o04о0+08U0C0RU00#Lp0-"0:0/v00 q000L0$0+0:0 +0W00+f0#00a09O0H030B/0J0\,0Ri0cm0n000#G02=09Q{0J0B0S0[0o7C0Q1D0dc0k0j0xb}000l0eO0yY0700&40\@000̲0X0@00ʍ0.0 0O/70 0;0<00(n0,\0=0?00 030Ek0A!0U[`0YA0ow209rG0KL0P +0dD0^0sZo0zd0Y0jP0|I00A0<000Z0Hl0]`0`'0x0t0En00s40{0َ0i0I0 0p010n00҂0N0^%0E0k0ƴ0f00020?30ވ0|01;00_0000ɴ00g0f0hG000٤0ك0P0`00ʽ0>D0M90\0FW0E100y1g1ٷ1I31 MD111)0^03_010G1 $1 A\1l1>1+1ݪ1"ub191,@Z11\1@*11!T1'415n1/1>zZ1E[1U1;N1KuS1Qg1c1\1oR1w10>|0Mj0X10jM0^F0o0|a0a0v[T00z0`00 +0=0000i0>;060P0?0^00,00B0+0!K0Ф0]0Y0*R06@020َ0s0C0ҳ0ʓ0b0 0S0웏0]I11150100{1&0H1 +r1 +11 1Wr11'11+#14j1B00K0ě0 D0Ƽi0-0_0q0ߚ<0 !01T1L1 +1B]1]0!0,11 91[1 1Ȍ1 +11@1'~13ε1)H141@YF1M11C1#*1/51%11z1;1I181F?A1P1`1T1d1pi1q1>A1L1W1g2-1ZB1iT1wV151tcC1111L1121!B11 y1E1 31@1"1)ɾ17N1#u310817?1F1? 1NM1V1g'1/v#1=1E1U1K1[K1es1vy1^1o^1z5p11'1191DM1NB1_$P1gTf1zF1q.G181C!1115Y1 +11L1119y1~1r111111\1>1h1Ŷ1(1t1ܹF1圢11kl1|U1d11_1111d1y{11y12[23'3Z33Lce3q+383T3;3233/83dЍ33)3;333FM3}344@4 4"!46n4O 38393xm4 8344&X4AP4<1454D4b4Q4r+N44404J4]<84~e"4f4p`44"544444$>44~4JO43Ѩ34 4%)^44%4=X4VR4;u4TV4n44qf4J4j44=4U4s[4y4q4n.4kU4nd4!4 J4#4644Pk4m4B4444Ӷ4049m44֍4۸E4]55xM555"u5244n5 ++m5S5 5l5'S575%D55 5DB5X|@5Hxw5[#5mR564t454[44 4D44xR4 4"4_b44C5P55~4˨4454565*5(55!R5*u5=W525F5RP5iw'450 +55(95 453p55Mκ5d5x15jf5~5q55>5/5C15*5_5r^5\5n5AV5'5"55C555Ϥ55ʼ5k5\5h55J5v5Rp55船5P595 46 +,66 6+6!F6.5V5o666l6I6LU6)6F6,6:Q6H68RA6FOA6W6f5q5E5D5چ545v5M5p515666 "6D66.35~56 +666 +6f-6#"60Y36!|6/6;ov6I6< 6K]6Y6j66+865a6E8686GT6U6ft6P<6b66o6q6t66w666WY6h6x\6z6{;@6 +6M.66)66x6f6,7 +Cn7{7nM72K7#A7'f767 757z7*7$72JY787GҴ70נ7?7E7V7OD7`7iA7{7Ě7,717Ab7;7LK7R7dB7F(7W7]cC7qY7k 7@7w7e7]7pz7xn77tS7W7X7|7f7h7ź77q7]7F{7O6H6@L6O6:w6q6.66O6I96/6DU6@6K667t66q6>6\6Q6J7@7 6\U7v7s7:7 77$706D7#7K7M7 /.77:7(7/7$z7*478I71!7>f7F7Vv7 7- +757C7:7G7R 7bt7L7\hz7g7x7m.o7P77x7C7 &77,77V7)6g75 7'C^73^7=p?7Jj7@7M?7Y+7i*l7*|76z7A7OTE7C7P%M7]"(7lS^7[R7k*7yj7}7{c7NT787%7V)b7e7r77v[77_?7ӵ77u7S77@74d7 +77 >777'77}7|7v7"7B7 7t7U7-Z7v77@p[7O7X7i7`=G7ql7{7&7s7f7Tf77n7>7X7Ho7D7> +77uS7.77.7d77/7:H7*77`7^7/f7&7@771777h77̛7!w77 y7!7h87 7#77|7헠7=~88e8TJ8 +&8z8k88 aU8&Q882707T7Ս77{p7Բ7477ٽ27 7N{8o7*878 A87[K77[8â88 +8mh888U8!8-8$A8/888Ed!8 +G8c8o`8$8L8):808>8,/88ߝ8@8N8F]8T8]8nH85C8A8KK8Y 8O-8]&8iS8y5r8cW8su8%8­8N848f8N,a,,,,,y,^~,,,~,C, +3,,,-, ,^,,PM,i,*i,ò1,[,,,,3,,,,,,,,«,,]],(,,rO,т,q,4,.K,\,SK,,p,#,F,0,=,,,R,P,,7(,!,e,z,x,AA, _,"),cm,,',(,l,ɒ,;,,~,6,,b,l,'+,w,3,խ,н,,,ˋ,R,ڛ,3,=,ܫ,ú, E,B,gq,ޜ,, ^-?-- _-G-+%-N-l-l,j,׍,,,,--- - -- -&-#~-%-+--"FD-2Թ-8--'%-,aM-?:-Fa-L`-Tw-lO-v~-] +-fb---2F-8Q-N6-V„-?-GI-`3-j&-p-{-8-2M--%^--,#/,X-}N- +R,U---c--<-2.-9E-%-+-A-IoJ-q----{`- J-+9-$-+Ч-2-:8-R-\y-B-K-g+-r-P2-YmW-u-q-co -nA-ζ-#-f--s$---8-k-\9-y5-C2---I-M-j$-~-K-$a-=--ƫ-L-P-,,H,r,I?,K[,G<,,y,G, ,^,ԍ,,I,,,j,=,M,ɑ,,,߆,4,ࡤ,l-O-,,y- -z,L,Û,ۨq,5B,ɜR,V6,;,χ-g-(--{- )v-L!-%,--Y,r,#,u,~,L,,} ,,,,f,,,!|,,,s,ʄ.,R,+,`,,-v,7*,4- P---6-6q-?-' -/^-If-T_,-K-H- i}- n;-gr-(K-1-8-Bs-`9-l}-M-XQM-yr-,--;-3d-;-%-,-D-N(-U\A-_--<`-kF-w-fL-Y-4Q-=w -Xc-c-F-Q$-o-|-Q-]-M--G-2-*---v-5;-–-h--ͬ-ـz-,-.. -bm.vM..-0r----Ը-... 3Z.n.(O.2ZL./.%|.=.HW-\-g-=-{-t-----ټ->-ϩH-1-2-k-ĵ-Sg----_-8/---bm-L-.k-I-xv. +a.-PQ-\c.u.:v.. ."].,./^F.9ۤ.T[.aF.Di.Pg.nK.|O..).6^P.AK.(.2.L.Y*.]Q.j. .s.x.x..-|-7-d---k--L-=-c->_--D--$7. +--f-h->y-Ŷ---?)-f-. ^.s.. +.;.%:.*. .8@.%.>../|Y.:.9 +.DTF.[-.h".P[Y.]).wF.X.%٣./ƥ.E_.Qd.:Y1.EZ.^..k*.jj.yH.y.>q.X.4.~&.P-͔E-{-.-c-. ^.j2.y.[./b.9.$.._.E.P).D .2..#r.l.*.,^.7".8.CF.].k .O.\4.yP.9%.Q.^O0.z<..kv.z7..G.9.ts.E..?..Ȅ...h.8..o...̤..S|.".Y.ղ*.6.)/?U. .]..Gg...r.L.ff....uS.ڝ./+K...p..*F..9.).+.dj/ u/@// ~//%r.V/e/yf/4/ /c/(/3z}/.p/9/LY/Z /F1/S:/hu /w/"6 /,P/?y/Ka/7[/CV/XhF/f35/`/o//{/c/~3/c`/h/[.]../V=..g/ / /3/ ///:h/'o/2kf/F/S////)?/6/ /40G/?@/=x/I;/`=O/n/U/b5/|./$/O/\v/ţ//j/yR /K1//// A///V/O//h////A/f/r/6/L/3/׋/&//ێ/]0.!..*a.BT.M.4.?ʠ.Z".gEU.iN.w.@=.Ù.J.:..Y.KJJ.W~.u4..dq.r-....W.{N.5v.P..ǐ.Ӕ.6D.sx.d.ի.L:...m..Zc/9/G/q/t/!/+T.../0.mE.[/TZ//Y/!t/5 /@M/+>/5?/L*/X\.^|...:z.A...8.C.̛.Kp.l.ѧ.0I./}.F..ÍU.99.].`.ېU.蛂.qP.s/ m/j/ / +//(/W//!n/*M// /41/?|/@Ur/KŰ/eU/IF/cN;/pK/rW/////va/U-//Zo/J///X4 /e06/`/@/r/@//~/5/"H/:+//////E//@/ o//t/]/ޮ/V//00%00 +020"d/W/i/0w2/F/M30 G00700,rn06:0$0.|0AS0L/Q/_//O/s/;/Z/#///r/>/ֱ/,/0) /C/6}//Y/./ʺ|/3H/8/QS/'0 050\000'/00 Q0. 0&NH00"g0/0:080CQ0Xv0d0N0Z`x0rc0y0'500q0D0O 0:0EW0[0g0fͲ0s]0.00V0003v#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J."ߍ#~J#~Jv[#~J#~J#~J#~J#~J#~J#~J#~J#~J#~Jɴ|8#~J#~Jw뿳B=0w#MR9j̳ܳ_شEyٴ%oqouJk I1#~J#~J#~J#~J#~J#~J#~J#~J#~J,n hY#~J#~J#~J#~J#~J#~J#~J#~J!8h}97״r~ִV @ a\~⽳Vzz庴Ђa_)v_I1fz[0ZR׳ֳ4뺾휳R&l(㼚$eXܳ*ypU[^x3ڳ=)ʳl>Ú +55 <_LJW)5XjKw֒fYܳ^ӳRV%gnZ> ߳"SD?h2o2\| +fJݜy} +׳[w`kdz퀳i5䳫yפpΘ|تy۳1{³Ě賩Ye 0/y Ν~Ef'QRsH44ֲȔq,6ᄳ5p׳=`Z(q]9H8۳ D\kj-11[aj52Jv2ߴ#~J#~J#~J#~J#~J#~J#~J#~Juƴ1-Ӵ#~J#~J#~J#~J#~J#~J#~J#~J?\"}W]!ڳt|dDq޼䇳YгvcKݤnѳ煳/$l񘲳0.ٳx Νph٠̳\0w#~J#~J#~J#~J#~J#~J#~J#~J}#f] ()R2#~J#~Ju+#~J#~JAymlƳ2 +nƳM嵳뫍4}EҳY߳2]nj.Mt~ft,(6ij&{ +q(Ͷ/vH2 Wb?K=J 5"$fgpf6'R2;2ٜ1k82ZV3V3B2E2C 3853fOZ23(ӧ3[33T3˻4 +4h3S48)40 4D3Uۤ3e@36_3H3oI344@44*4X}4p74>G4RFA4[.4^׳KA#28#q%.Ub%[a112,WIi0ߕ722櫻 YloܱD'IJp/22233G +2433u323d3uk3.3H13w3U3^3ɏ3F44'44w4<4Pa33]N3433.L484,t4*-4?4h4ڜ4SL4ke4\4dpPA2 h21ͦ2p(33<3C3pfh3@3J3X3i3Ŕ4_R2[33if3323` 33Ğ3ȿ34h4+NQ4&4w4@j4S4|4~O4A7n4UpW4,4A'4m 44)?44s4x4t444=B4U_4l[44p4?44L44A43#4i{54ݗ405 65 4L24c44e4}494 +44'444*4g^4*S4䀆5}544944֠4:4|4I4s4M$555']g55/54@M5B5 +Z55*58x5"5/5H$#5W5P.5`5|a55sk5P5؄5UW5>[5M5h|5z +5]^ 5o.+5?5J5<555x5L55`5Ӓo4R4R5 /5P5h5 0 5! b5-V5+258v5RP5bLa5G'5VR5s5˱5O5"05;7(5I5.5<85XF5h۫5e5w65p55 "55 55o5[f5-5555 R5A55ʖ55f5ٲ56A6 (555)5ތ5 5|5펜5}5666 .r666+t6633P343O3> 44%84(~4=44j^44P܎4go4.4e34P49G4M{4!v 444c_4{[4=c44V4j4e44Ɏ4ڔ44[4LM4݊464j#4Z55 E5 5#y 5/5f5#5=5LJ4/4"5 u55;5 85#1W5/5/[5=5Z5k95K5Z5|)!5|4IRt4^\4d4!4vʲ4=44044 4K4X4d4s5 +54474n444}44j74>5-5 5,PK5 +5@59w{5GQ5>5"R5f.556 6D616 6;6)(96)>63[6I26U_6>C6IL6b86oz6=6H!6_z6m-6TX6a6{66o660 6(6ǡ66I6U6o 6}@6[66H6/666-6M6WH6ɞ6z6:6626,F ,,q,#.,\I,,A-q,5,- F-,ҟ,,!,<4,V-Z--$#&- Z-Sj--P-7(--"S-;@-E--*e-42-P-\|-dr -qm|- --O_--Sk-j->G-Ix-i+C-vd-T-a--S --m-]--m-\--!,Θ,-,-:,r,\--F$-j6-e-&?-AI-L-0:e-:-Y-e;-)- r- &*-)6-b--3->=-E-QD}-s-0-]k-k7--Uf-nA-|_-{-V------7R--]p--ʜ---.|-L$-g-55-t->-d-h---. .v.6..s.&-_-C-М--ju- -6-;-υ..m.$..r...9--.. y-O.... .*|.D:.P.4.?h.\{.i.=Q.H.f/M.s.T.au.J$..T.Q..3.ף./.ڧ.#.n}.}DH.3f.*.3.5......~.".ŏ +.:....T.&7.0:..!f.:;.F.Kh.WN.wN.=.d7.q.A.ZR.+.5&.Q.^.@.L.k.z .+...]..u.%.{7.".c..../.(V.8.ݍE.g// Y.O`/hG/ /z..~.#.h.ԩ.//Ie/ `/"/'^/1t//$/;/Fb-#-,-I7-U-72-BV>-b-pb-yM-\F-2--v---P-N9-Z[-]-L-hj-vJ-K--C[-h-ã)-ϩ"-b-d-lH--X---0-WI-u.. .C..1.;Ü."N.,#a.G.S-ab..*...3S.'5].1X.6o.A!._.m(.M?.Y.{X.+--7-~V---~-E-¢--~u-S.3--. Q.f--I-α-} -S- +--v-m.?.u|....m..g."N.<x.Gp.,,.6U.Su.QO.f.tyC..;.r.p[.!.Q.4.2y^.OH.Lq./h.-:.Iʊ.F.m.ja.>d.z.gM.c .K.^;.X.eo.|a.`.s._. +... .e_..#8.ʽ./..ʕ...ۡ....F.}. +l..x.d.։[.ǧ...Cx."/.//bL/ /!I/!/.}/8l/Q/RN/8/90&/S/S/ A/ )/!Ѡ/!/ / A.[.|.c/y.M.6/ +*/H?/3//1]/030z060M00b000850*0o000.00{0<0 0"06\09v0$0&0<0>?0P>0S`P0m>0p0V. 0X0sN0v0(0*00@/0A+0+h{0,X0C"0D#{0Z0\0xc0z\0]k0_ C0|N0}q000T000!M0H0.0}+0Ѵ00Ȫ0N0h0-0B0f0s000G0$00=010ny0Ύ00b000Ѡa/p!/qRd/dm/q/re/rp/i)//b/S/9/8}/(/G/}//r^/q/z`/)p/q/o/P/p/"/N/vV/g//&/$///͸K////|/Y/0].0000U0 0I0v0Z//)/R//1!/T//00B00h0aC0}&00/nU/l =/߁/k/ic/f/LI/d///p///+/5//c/`/1/F/\/Y/{/whr/#w///3/ +//r5//Q&/nq/7 /7/CP/!//ݴ0g0"k0H0ϳ/_J/"0$-0G/!u/2/ڛ}/=K///ӞY/;/ /0 =0 /(/+00%0-Y0-bI0Dӈ0E20-| +0-O_0EBT0E0_+0`g0~.0~0` 0_0~w0~0,\0,']0Dt0C0+/ +0)J0BvW0A 0_0^0}10{0\0[f0zl0x0C 0j0`00Y000I0rz000q0b30050M:00گ000^090z0080>10s0O20000+0(F0&\0?W 0=a`0$"0"\0;+~080Y!0V0v;x0s40TV|0Q~0p}0mJ0 f006 03(0+0M000,0Ny0K.l0j0fF]0G?0Ct0bE0^ 0 000J0]{0s0c<0L0̄0P01000J0{0ŗ00g0010 0{rf00H300i0K0400L0_0#~J#~Jj#~J#~JF2@:4ܳ⑟NͻZXW*#~J#~J+I#~J#~J' Lc5i {.{Œcmvb.4=5SܳRiTX&)@{Gemʳ*3ٳl%J߳|6eⳗór)[O097͙J8DqqY z8Yt঳]E`jӳZ#E}UDa(J߬S;ʼnhَ{䳽W:Pѳ:i;:Ruѳp`PSHvӳNDu,ipRb>\@0n2 f?2)EH2e2ݳ:tX xx[xT +0}12g3 3Lҹ2G3 +V3}v3+ ͉wOl0+OP0222J3O3p3G3/73]D33ɽϱC1hb2b3?2e23H3y 33e343%3ܮF44)3֊q3 +4$&48Z4 +r44L'*4a\4h44NI4 +C4q44k4414Dv4y4C4Yj*4pG4V44.4g4r4Z4ƀ455 +3 d34 3J3#<3b3b3w 3L3u44=c`4P4!,44}:4f#4\3}l3R44Ѻ3W~48[4,x4@B4H24]44w4u444+4wl44449%44ò4b4蕻45,5!=5<5q5,59O44˜W4O54Ő435^M55$5(5Fw5Tơ54z5Aʆ5c*5sWﳫ:賠εINeKvmu70} +Uг=0LPe{HcײK:3ѳ$#M dEےVF01Z2R;-2N2.ƱOV1.23 365=555=5<;o5_5_55I25^5];55H4474\4'4846>4414۪4N5 5{4 "4ӡ5W4/444Y44f4E;4 l4v4]64T4Z%44K 4Vq44m5fd55:W58?5G556O+53F5[5Y{5t5G5WA5TL5|5x 5*5G50[5-5;g5 {5*5'5P5MB5ur5q5IvS5Dk5lU5g.[4495i54M55/5'f5*565Um45ce5C5R\Y5tGm55. 553M5@5$>50'5N5]55`]5q-5G5!555A55_565S5W5(55g5ƻ5Ȕ5b56b5[5)6 6-55"55S5Q5^.5\6@66 +(E6EJ6'g6661\6;/5=sF5K5m5}t5Y05hXH55o575^Z550555Χ5jB5xB55y585g5!:5M5b5N5V55559055~n55홚665C66Zi6y6&?60 6GF6I62K64G6L6P6=6 +f66 $6 s6 6"P6#67 &686R6TP6:g6;6V$6W66n6(62d6I6U'6U{6b/6}676o6}V656&6=06H 6a6n)6T46_6|n6n6d6ٌ69`6R6Sv666f6,6G 6z6Ǎ66-6`6;66j6&7(6V67P7YO66X66:66ӥ6o66 +6.7 FK7 6+77&~76dݙ6h!656G%6k6n66& +66t666_6K6H 6o6qe6s .6t66t(6vZ866@ 6B66J666&6d666B6GP6566]I66Q67}7)77Ϊ7\7z7[7I6>6Ԓ6c6.B6ֆ6ד6.67 %7 +T777  7 Q7{r75455p5Y5D5)5N~5Z5ж5љP5>5Ǚ5/5-5c5555h55S-5D5)&55j5яt5p55Џ5/m556 `66$6% 6M6T&6%x6%q65ˢ55$5555z515ky5 5y5k05w5x5i5w5j585S5\j5 5K5ڧ=5Z6 +6 Z#6 R66]6z66V68966S76S6P64id62FB6M6K.66O665x5666/6-X6HT6E~G6)6&U6B 6>Uj6w +6x56>6W6xk6x*6R6ߴ666 6~l666vy6,6w<6u666tl;6r 636666X6D66re6a666>6P6656۾6o617 7 }7L7Sg7 7 :79*76 6ՕI66}6m66^6Bk7 +@7 +T77w77 +27Z76p 6n66y6k76h^66666A6146:6666e6a-6666\6X6|M6w66 t666 636^666͖W6R6]666Ȼ@6癶6t}77/n7O7^777T76N6666 Z6 6E$6B6,67~76<`67 7/o/u//T/%/p/0//e/G/W/ +/%///XS/$a0{40 i/40301M0z00U0,I07>0)u*040DP0Q k00C0&00|0"0,uv0<90HG0@y0Lr0^0m;W0Z50h.0|j0Z//Ҡ//`]/ږ/ӎ00 0H0b00'00"b02#0=<)/ 00E0!0M 0C0&jD000,q070H50UL0B@W0N 0bSb0pu07l0CH0U0br0O90\ E0p00v0A000x0#0e0kh0iW0x000000-0G0 0000?0000G0Tc|0e00t0b&0q00I0"0,0 +0$90q0fC0.0kK040 0l:0009}0F0 &0/0 +0ąB0N 00.w00 0]0L0ר0S0Ǝ0Ӵ0d000"11 ~k1:1 +i110d0FD1J1 j0Ĝ111s1o11)14.1'12v 1?1K00{0h0e0t10V0 +0^0CH0u010k1w1R1060 0i`100R1b141 1 y1 e1*'Q1G1&ha14l1?8111%10;1#Zn1-q1;31FT1=1I1Xҧ1fil1V21cf1t 1181C@1R<1_1On1[c+1m)?1{Np1qKS11ь1'1J1r11@0 0)Ù0;8V0Fy_030>0RT0^50Z~0g0~W00uiJ000Z0I0U0k0y:0bKw0os 00i0m0F0O0=60T0%@0 0j00k050/00!1000000/00P0k110:|0!0 0䔮0s0kM0002G1V!1)1s1 11!1*0}Is0H00_#0B00D00i0?0țC000m00쎸0 00n0¼0:800͍0Ӭ\0K0010ј01x10a001111 J1?11N1%[141;Z1+1091B)1H1 81l1!1&#1κ1 y1+k1/1611w +1~W1111f1 1h151~11he1G1e1 +1zj1 11111" 11\1#-1/1d2|11U111j1M1o11D12,2 +1S 22042~11-1)15`{1)15<1A1NT1AQ1Nbr1[1j>1\1l1jR1z41c1@1M1[1j&1Z1h01y8T1w1z-916?1"V1\+1h11q1V1yEh11>g1ʶ1m1\111 1811 +111F1gI1H111œJ1"1e181@11:;1 11X172jn2 1wbb1o11w1X1,<111Ro1V1"111f1v1 +13!11 9111$ 1,E181ˡ11C1_011121Ρ1ۃ"1_1/11Ny2p2 ;2oE2 221222&q2/2F2 22:212|2!*2)D2$32-v28T2B25g2=^2KZ2T1Z111f1N12-2 2|j2 +:22w2t20}2%202K2 u242UD2ra2p2(s22y2'r22A21(2H 2 \~2_2r22%72+202$Ff22028)22$20282+w222@u2H5%2FfH2N2^)12g2W2`2q2z29^2@Z2O2W_2GqT2N;2_22fD2hm2q2@22y22N22z2 !2Q_2,2n!2*2 2%2)2/2>62D'24au29d2I2O2L22*2.q2u62#r22t262>}|2CN2U!>2Zq2G2Lc2_2dt2T2[{2n2uT +2a2h&2|hr2222]22ݶ2!22@k2n72t2l282y22Sm2Kx2X22N%272QW2|2Q22xyK2w22!222V222;>222z22;2!2 2I`2~2 2d2l2${22C2a2ȒU2u22i2D22$022զ2&2ϖ@2G^2u22Li2u33J233 32 2~2~2Ϻ2#2X333 6OG6]&6T@6b6v$_6P6q6{D6966J6Xn6m6}K6gH6v66x66?6b6>6666g<6B6|6"U6.y,66'B69 6E6@g6L2F6`6o6Y46gA6>6626>#6RIm6_8Z6Il6V6n()6|56vQ6c6:W6Y66S6z6(66P6f666T6q6a66 6չ6u65667;66W6Y6ɽ6á66<6666g7~707a17 X277"6~f6U46N6!6c6S6O6s6ĩ|6[6r6 6Zk6.7D7 66z6xR66C66h87#77 77O7i77&71d&7L7 .27%77L#77*'757*76j7C*7O7Bn7Nm7]G[7k+7(m73n7@w7LS7>7J~7YT7g7[ 7jn7{Q7Q7y,7q777B6\P7'3777 KK7A7 p7*7$m7.7<$7G~787D0V7TT7`/7g7&747?g717; -7K:7W%7P7[J7nF7|*7iJ7v777WJ 7e7v2$77rR7U7Ҍ7*7b7777N7i7S67w7v777P77z97u7h7W77|7Ֆ7Y7!7l7I6e#6rW666,i6g~66~66C6a66r6(6ܺ6(n66*o666l66C6p6.666b6_67g76ݬ6\7;7>67i77 7Ύ77,&767' 707@7Ky7 977"7*z7 7%A74^7>7:<7E7W.7c(7P67[M7p)7}6h6ǿ6݇6R66\6777 1'7 7x777'tP706 67 V7|77  7-7H7 $7)H7:l7@P7.%73{7E7K7-78'&7I7T7B-7L7`37g7h7ux777~L7|7G77S^7Yu7oK7v7`Y7fj7~,7y7*77ݴ79l777e7w7Eս7RD!7d>h7pa7]_7j}787\7Q7W777%T7p7I77w7)707O/7:77Y7.77{7"7r(7nI7l7kW7d777s[7ͫ7]7Z7V74U77>7&8PK7=7K8 +87 7x27A77*7c7P8p8K8 +nj8Wz88~88"9Q8'x7=77X777W779,77M7[779737m7&7 77a7X]777^r7ј_777v7 7707)8Bi87,7:8 Q8 U88 u8`8Ү8W88-ؖ83J+8$sl8)89W68>8 ͅ8 88ת8B8/ 8#{8'0A8.}828C8IA87R8!8JL8<j8Hh8S 8aQ8Ue8c8p8S8? 8K(8Wk8ePk8X8e8s8io8r818|8?8>8?889$8mq8}88?888B88p8B8>*8qh88 8@8\8z828!8_8K-8=888Qe88%8H'8e8ׂ8ڭ8GC868s;C8K88LW88@8z8X;8#8ug88^8{889$8$888g88p8 88|888Ҁ8w88|88$8 48Y8\8%88t8J8N8889 9 m99 9v9^8|89o9 9&99Λ99\9d9#M(9*9 4j9'&9299:@r8e85w8 +8'8}8"88/P86848=68K8TH8Dp8Mm_8]~b8f8)e8/~98><8EJ86F8=&<8M88Sj8U\H8]8oڌ8y8eb8n>k8Q8<8dO8n888xO888R8 8k88I8{8+"8d,8Z8\88-88q88gt88Ӳ8k8&f8x8_88 8эH8C8J8[:8b>8O8U8i!8o8ux8~ 88Ky8 8?88v8[8a{8vTO8}D~8g8l*8d8be8[788i888OH8@8X8x88*8\G8=k88m8^8Z8nj_8s8,8̈́8e88`8IB8P8c%8Pt8,8QT88Y8 8ݹr8%8D8|8898ō8k8,~8J8N88۱8[8<8V8298"8G99 .8#8p588ٹ8⬑88B999f919+S9 1O9l98Q9"(9 99~9"9EB939)G=9/!9.959Aȡ9I/9<y9CJ9QZ9X9#9)#79549;9/R949B\9H89J9Q9`*9g9W9^>I9o69v88X919 +89f9r9V9N|9<9&9++9 9"190949i9 99I9 9w99X9&~9*|999=9.t91j9B=9Es99 +9?9N/q9TZ9D9I 9Yu9^W9e9k89~J9U9ql9w` 99$9M9Rm9d9i9WT=9[I9no9s\q9~ +999g>96999s0K0b*0ٔ[0?0>}00i00:i01 Q171#11,61Vy06X0I00$00݋0U +0->1O1 1P1o1 "g1B>11 1E1#W14D918+1&1*@(11~|11d1h!01&10഍0p010:0/1B1p61.11#i1%1f1G1&1(00o1km1300D1|1+111)81*" +19M1r1*x1+418a1:t1P;21R111H1 +11d^1Q211Y1x1e111s11)1s1 1|11x 111 + 1ԡ1Z1nd1c1Y1>1+11k111ڟ\1ސ1)12 28n222 2 -2v21=61<12F1A12f2a2h2w2~2!/2V}22#2%i1-1j111D1151!/1è11 111g"1׹O1u1,1E1111>191q_1kM1*171*1åe1`1ۄ<1۷11,2s21122v222'^ 2(Ⱦ22e2)2*1/12 x2 11H2 J2 {2~ +2@2+x2,52B2U2,2,00W1[s1X^0\s0r1#A11̖1&1+^1+I'1}1_1*+1*c00]'1&31`\0601l1L1R1m1)1(1U1 1'K1%71AOO1A-1Y1Y1@ƃ1@1Y501Xk1uc*1u"111th1s1h11?+1=1WV1U 1<1:1TS1Ri1r^1p͂1K<1e1n%1lo1T 10|0g10000k0f111$%F1"Dc11 1 21g0ص.0&00,0a 0h0T0C1 1&1m11Hz1L1;1^]18161P=1M414y111K,91HL"1jJG1g11'1dE1aO81u1}Bf1/31,J%1E651A1)61%1>vy1:Ӷ1]H1Z!:1yV1u,l1V91R"d1p01l.N1?71 1k~1(111x1=1$1{f1۟1<11w1ڏ1ٚ1*1$111|111r111$1]c1ۦ11M11k1$12 2 11>2 2u25122,f2,2[z22+j2*1b12 21=1f2]2I222)&2(Xe2_22& 2%L1y14E111K1;1:191K11͹1N}11 1˖1Ȩ11X1)!11711'1۫1B1N1ň18121_1111ڭ1 Y2ږ2Gx1#1Z1"1u2S\2r2#2!22 2`215p111b`1ՙ1х11v2 +dA2k2G2 222P2y2&2)2:2>'2-2/q2A_2D2P2T|2i2m2Xg2[2qO2u>22n252GB2J~u27]I29d2L2O22_32b32y(2|s2d2g\F2p 2 2222ʔ2է2D2M7222_2o242bH242;2 222Ϊ22a2ץ22.c2T$2I222w262/^272;.2<62Q(2Rl2>z2?2TDg2Uh2i42kY292;2l2n"222?92@p2VE2Vی2@T2@{2W)2W172o/2oQ2>2s2o2p2V2229L222#a2ݙ2222 2822N2"2b2_2L2g2m2%;222222c222dO2-2%2̏2ye2$$2ˮ2Y2;2222C2Ǯ2 +33 &n23_T3 V23^2"2׎2d2>22^2у23{3;3>3T3 p3M 3} 3/333'3*33^3-$c3/S39p23<3LH3P,3?](3B/3SM3V53 3"3133-3$T3%=3537Q3Dx3F3X`3[Qm3Hu3Jz[3]=3_pR2Ӳ2a22ʔ2Z2"2.2E)3cu3 O3 3 ?3 +u3 +;33G2c2մ2 222s223 3 T=3B393 i3 S3N343'l3(438&393)3)3:{3;3L3MP3ak3b3N_D3O/3c3d3*H3*3<+t32U2Tl2o2og2,242n6H2m222=\2;C2SI82Q2:`282O2MJ2k2i*23292g2e22<22I2do2A2t22K2r2Y2Pf2#2ˏ2622ʽ=2ɮ&2 02[2i21W22E2272z282c2ߣ22Υ2#2126u24U2K 2I-21J2/^<2FS2C<2c82`A2|'2y2]F2Z2vv2rM2,2)2@p2=]2&w2#2926u2V2S2o 2k#2OU2Ki2f2b2c22z 2v2&2,22S2E22 22{z2 q2-<2y22ۋ2m222|922Dz2u22222!2k]22)2ڇ22`N22߿2Xr23 3 +3(3ug3 +3 Z3P32O2ܠ`2m22ڳ;2؊2k2=3w3m33޺3>3333*43)03< J3;yu3(3(3:393O 3N3d3d?3N3L3cG3b3&3%m38z373$D=3"35{G3303K~3J3`3^3HUp3F_3\3Z2(2Ӑ2c2ꄐ222k23v33|i3f3)23 ׳3 2ʙ2Am2 222222O23 q3n2n2A333 I331E3/t3ڃ33-O3*e3D63Aݼ3Xmc3U3?W3<3S3PA3E(3^3(C3%b3/3zF3"f339=363LU3I3330X3F23B777#p7&7,7N 7*7.787=7Q-7Ur7A7Er+7Z7_`7m7 @[72w 75s7#W7%D787;gM7Iw7MMl7dnJ7h7QWA7S7kA7o7l{#7r9777w7|[77U7a7P 7570x7ak7@7q7_t7p7/x7M7n37?7777īV7{7*27(7@7>,7&7% +7;79s7XQ 7Vd7s~7p7S7QN7m\7j67"7~76737z7u70~7-.7M`7Ia7g7c˘7FU7C:l7_w7Z7 7и7ڷ7۶77(7577U7k7j7v777A3777P7&77{D+7vpX7c7z77e7777(7F97F7$/7s7ߓ7}77@7%7M8 8 q88,+8 L8 88ݳ7M7ݶU7707S77>37/8 8 388.8 u8*8^.8582K818G8G81|n80qR8Fu8E8_V8_8y8y`l8^=8]28x8w38/8.8D)8B/8-;8+v8A=@8?C8[ȿ8Za8u58si8Xgu8V8q8o7׏7ը7^777ϵ7>0788s8z8~8'8 88<87g17Q7'77ڛ7C71a778-7e8h8 -7g78 +88)8'[8=P8;H8%e-8"Q89g8668SȮ8Q8m4I8j68NK8L8f8cI8 a88328/)8~88-8*$8H8Dq8`X8\s8AVL8>+8XB 8T8qE8u8488z8s%8 888;82I8j?8K8P8888\8 +8 8y8,88H8nm8n8p8}8K:88 +8w8_M8 888Cj8ǔ8ۂ8b88n9j 9P8{89C9 +M8q8G848䊿8tl8фJ888Rj8W9 w999%9le98888)88k88e8s8 888 8+|888b88g88I8"U8n8#8 8lI8ל8eW8>88¸8°88Ԣ;8ů8y8W88 +8u8ZQ919K99499998D88p8*8[Q8H8S8I99c9b9999929f 99#9%r9:99(9+4$95F_98_9I@9Ld9;9>P19PG9S_M93909-9/99!F91W93D@9A?9C)9V w9X29E(9G 9Z9]$9_=w9cW9w9|G9g9j9HL99MY99599Q9&99X9mZ9pH{9n$99r9t99999"99Q9\~9'99"u9#947959$9%h96F979H9J(C9^M9`49K29Lq9aHi9bz9&9&V98o989&9&m98=989LO9M)9c1a9cS9MLp9M 9c9c 9v9xC9799y9{ +N9{9B9A#9:z9%O9T99ý9098T9{9|4A999|t:9|9n99+w9e9Q999X99M8&88e88.8m8i85 8s88\88A8 8$8 8y8G!8MG8?8 I884h8b88888uo8Y888ƃ8^8%88d8վ08H89G/9 9[99Q9X9c98F8ҥ8888Nd8?88怩999e9r9 9_9N9Ӊ8K8x8p888~`8 888@&8~88 +8,83e88zX!8u@8/88qs8m]*8 +8:v889}888ّ8888>D8ʔ8(8v888޺,8۟-8'8n9 g9 8Q8x9 9}88|8o8x8S8V488̠=8108L9V9 +8B8!F9g8p9&'@9%98w979$9$g97969LҞ9L-9c#9b^9K;9J9n9a"39`!9#9!9493Q9 H991!90fS9H9G\19^v9]-9EI9C9[9Y9{t9zD9}h99yXn9x19R9W999\999o9 99v9t999r9pR9M99u9 +S99I929;&9r9999.9,99m9)9'J]9AN9?"9VB9T9-#.--vm--z. {-cQ-S-т-.r.r. {.$q.[.(6..9G3.Ck4.b{o.WA<.y@./s.Kh.@.`.mi.k..H-).-6D.../.5D.*m.Gy.^.3k....;.[Ϛ.M[.r}.T.wS.iש....3.S.f.c..u.H.3.Gl.+.*D.3...Z.D.[.fR.s.. .CQ.׀.'./ +-..߻/a/G///b//z/*/C'/Z/%!j/e/7q/=/X/R//q:..j..//[//*4I.O/ //c/#'H/.x.&.=...U.pQ.1.b.cs.Ѫ/ /..@.ś./i /;/t/-'.pC..}..W.w|.i+..5.).O.W.y..律/"./ ob/5/y/#/?1/5}/T//,x/$/?0 +/`'//x_/=// /,/˜//:/\/nO//׀///~//Ï0tR0K!0v0a0*o/0R0 00$20<06,0P/HN/d#'/^/}B/m//R//w/A////: //‚/Q//Ek/m0M0#rr0Ӛ05%090S%0Nr0i0Bq~0[0Wv0s0w00q000o/0/0}0<0000C0/0H0BҔ0^*i0dN00|0uK0W0u+0nH0q000 0i0ʜ0i0~B0C0-0Һ0/.0@E0 000Ǎ0য়0110c1~00ʅ00d0Ŀ0̶0Y000W0\00*1Is1310u1h1T1j]11(1(=L1::11'~1'=1:-1:1N1N1esf0ɫ1ȗ1 11 1&1$17\11"j1 ?|1315M1KZZ1I+1`ő19?1N91M 1dC1e'y1~'1}11b81|y#1z11Cb111.d. .}..p// /'.9/G. /g//8/,k/LS/24/E^/h/v/u^0$/K2/r/`9/]/b/M/0;0"0030^0+00Æt00!0140{1"011%k1)1"19'12<1K11+1$x"1<1DJ1_1WT1uڹ00M00000o0GD0)0fl00m0Є0k010۫0=01 N1 R11y1-1w1H11&1*71?h11W1q'1m1E81I1111n(1111-|1y1e1i1|H1~1p1Ζ1?1ۛ1l1KX1l1Җ1<11C`1n1111k11È`1}11ڡ|121tC1s1 1;12 2 +q2 +1^2 222_2)!2'29g1H1$O1 151:Z1S1Mx1h1/1Gp1@n1Z1a171x81V1oQ151#1k111\111 +11118I1s~1H1Sw1p\\1hD11N1D1m1I1~d1X11:1&11o1ˇJ1>1k1&1h1|1'1G2a1є11嫒2Te222_2#111ұ11*22S2 j1D2p1W2 }2w2!IY2>20:2832%2#!25l282Kz2I2_w232Gy2D2Z2]6f2t2rJU22 T2_2a2*m2-2A2>B2T2&ߍ2:26%2L%2P:2g2cĀ2}2Ws2oBJ2k122222vN22#222p2a2ca2G[2q ;ղEAA2N2=o3S13և2u@2m83W-t3'33='3~3ߑ3_344>D4@3}3<36Z44/m4c%4Pi4[1$22Э3;R3n3H3|m33Y33MW3^34445~4 +oG4=4)M4aK4xj4.4o44Kek4c[4rz4+454Ӯ4Ĉ}4'4Pi4 4yy444/a4X4 Z4/44x"4R4^5S554 555*5152ƀ5@m5i5ZmU5#5%!5K5<5fx5wd5=5 5<5*-5M5A=5i5v5 5+5k5[l55xi55=5, 55ҤI55͍5įm5| 5F6 Z>646,5ݾ'6%5W6 6-+61y6*H6Eu5m5~955D5Q5 5A6Vs5 5Յ+5n5566GE6'Ȼ6 6$x666d6>6[E6S)6sk602M6KZ6C6bL6k^666`5u^5555N5o5a555j5ee5У[595 5̑6 s5߅6 5O666'Y6&i6;p6m6$6 67[69&6R[6Oư6j55j5#6966v6 61r6,06)p66(6-l:6E)6A6\#64ai6LP6I:6e6h+6]6e6SW6`66zͨ66Y6e6V66<6Tܰ6S6nf6n6A6/6r6mX6&6666C6P6y6|6a6&6F~65f66-%6|6׶6o6ҽ66&7K7#d756"66^B6%a66a6׮6;6d +6&6ԭy6Ґl6탔67JT7wT76;7s77w77$7%]j76վ7E7%N7%k577=77~37J:7KK7aE6#6< 666Qr6Wn6u"[6od6I6KH6i46b6J616L{6s6J6'666O6@D666Z6M6ɧg666$6䭤76 +76| 6Q6v6޹6l6y~666O6666q6gG656 776ۖD667 +|7 7 7].7.-7977 7(7+a7@7<7Tr[6>7X777B7$ڶ7#765v77"Z7΢731747IoJ7G7^77@7KB7Je77a~Z7a7y7y)747`u7y_7x77F_7,7N771F7E7C57Z~7\7vz7t7_7W{7q7mf7l7+h7[7h7 +7F7(7H7X +7^7Ra7F7K<7 7%k7@7˸7̭>777i,4;44c4 5 q5-5´5EF4 55C:5&45535_{u5M5}5UR55r25P5C55 55:5[555ǧn5&|5&6}5\5=i5+5V 5iGJ5,555C5r5]$55xi55855l5q5Ï55b6˛6 &6(Z5s6j'5M66 +6;n6136O5)R6<56Y6<6:62e6O"R66)dN6ص6<6FW6g6[6ϒ6Xא6{a6p-6Ґ668;6T6%6 6t6&6L,6*t6/t6ʭ6館626QR6F6g6saS66X6M6[66sA`6|6v6=16s6>Z6Ou6866,676@7C6 66 7="7 dr7aV7&7, 5zk5&{5Q5dw5A55j6Fg5l5s5T-56q5A6{66!^6 +.6&667{6DO6g6Y66vh6-'J6L;C6@F6b6pw6665ɋ1556 +9663+^6& 6F}5606'6,ː69j6\h6MI6s6T6z6kP6;H6R6F6&66666b6~6rz6̶6 6L606<6Ә6I6ڌ66 6z6Ųl66!6敬776#5767w7 7j7&7= /76ry7P #7M7/}_7([7@7HH:7d7[\7z6>6x677 hp7!771?"6%77 7! 7)7Bfz7927TL78h7S7J7hSd7q7k777^7~ 7tW77ZB77ĺ7W6<6;667a77 /7 2607 +77(7)-771 ^7,7B7$79L747L17P7jZ7e7%7Ge7a7[-7w=7}W474%7j7/7^7&7"?78.7=Xr7Ve7Px7kW72Q7I7Cŗ7^^7e^p7|7{@7:7qw7e7P777x7mq7I:7+7 7 7"7 7Κ 7:g7⿝77̃77Ck73\77Q7>737F7I777D7i>797TW7]7k:778 8 9z8k7,8k8S88 48'>8&&188Hh77_777&848b*8ř7<#8,,78 8G8!>8808n8$8#.85c 87 f8Kb8I$8_$K83#~8G8Dr8[8]E8t8r8nX7W7tlC7lq17_K7o8777>`77>7D77C77477N7Ŏ7@7I 7ݣQ77 87Zh7>7c8o8QR8(88#ם777؟7e7zo7x777p77D57狅788Q878r8 +W88 838/v8Dn88+-8&_8;q8@Ta8W۔8Ro8l8 Q8x8ê8+48.8A8>h8U8'xq8;878M'8Q8jOR8e8Yt8X{8pR8m8٪8*8D8b8P8e8~.8n88 88]\8L8I8a8\Һ8v +8|8&8%88q8E8V8/^8{8'888f80m8888bs8p8)8W8eF8O8P8h9J8-9 S20$00vi0H0Wr0ҡF0ղ0B0ƨ0B%0H0%U0|v1H11i0^01Ko1 1 2{1P11*'O1Op1a1 101-1= 1A;1S%05s1Y1d1[1.K1#(1%151*1&r1'zZ19171J)1L"1`Ƥ13[1Dٝ1G1[31W1l1p21h:1^;1s91w1o112111&qg15_19m1J1E;1W1])1p_1O1bz1gr1|_1vן1[111j`f1~112K1"11MU1F*1[1O18114~1|1!1&111b11Y111111E{1c111ΰ111 +1#P1 1o11N1w2 [1൮1 s122e72/2v2vK1:1M1N1dB1b˗1y1{1F1e&1}71~v1W~1q1$1ʘ1kn1@611\1/111(1Z11mz1Kz1}1 1-h11-1p1p1e11o1b11ָ1.1:1A1-111翠11g11{#1x162D2 ؑ21Y2 "2 122\2&%2(Cy27V1211ׯ11b\12 2 g12V2l2]2*2G22-…2 +c22ϻ2'2#U212502DaO2*29#02<82M g2H=2YL2^kn2q + +2 2"I2$23|#20H2@O2C{2T925i2FW12HZ2Z 2X2jE2n{22Qy2b2g2z2vQ2Z22o]2W222j2O2݂22•1-1{1*;1Z11l11q1/\1ƕ1o111w;22l1Q1b1K2)2em2 +0P2s2d2 ^2T22%_2 2,R222@%1#(232 ª29222#|202k2(*2,;2:V25B2D[2I2Z'2+828 2>P2Mw2F2V +2]T2n42S2du2kh2}̯2v-2lQ2#2d22v2&22_2+`(27͋2?x2MZ29N:2Gi2N2]2UI2e02nF22Df2R2\ 2k2a2q'h2|2b2u2vK222 +2>2j2[(2f(2wC222F2M2322a22%22\72N22м2h2W2`2V2v2'D22 22ʲ2чE2H2Q2\222?2Ok]2Tz2f:2`752r(2x^2HV2k2~2}2(2A2G2_2o222f20622=262O22 2i2212c2b2ޮX2a2,[22:22;2)252M22“2؛2r2)22cO2Q2Ԋ22g2"2<23z2e33i3 +J3 3 33%222 +2ь2ʾ2+22~232\2@,3OQ233 d3x28233 v3k3 33?3!3lY3`3'3!-3+G313<3/3 3I3<33!3'z32eU3 3, 30Ӊ3=,n373D43J_3W~3,373>+S3Jf'3C3O73W3d23Q3^[{3evy3s3l*E3zr3}3A1111/1B1а2 •2 C2:1m2 2 2O2u{2+ +2++22y22v,2%2L22A2qa2[22222c2]2q2tC2&o2C22Z222R2 2`^2j2t2t22v22U2922=2ɥ2p2x22Ϙ22m]292V3 2ȥ2qJ2220a22>,22[2^2h22?2023 22L2B3_3d3 +3μ3 3 33 h3#D3!3/131?3?2aB2xy2v~2522vs22U2F2222Q2D222ŕh2%2-2 2H2 2c222"222`2w3313 S2 2202Q2ĤW2H22΢222g@2y:2s2XT3t23 2#33!3 323 P3]n3&M3(C3 33<3&w3'36363F'2@343VJ3 3 "3G}3<3&h3 `)33Hm3'ڇ3'I3536W3Ex3%933*34r=3Ca3A3Q.3S= 3d 3D=3T3V93g3fP3xBu3z:733(36k36B3Fu3Fqd3W!3W3i3F3W3Wl3i\3i3}`3}|30&3h3{]3|383޼3t3V\3 333H3 3D333$2B2A2)3L~2933 +3|33 4J3Q3*3n3$K3'c34L3Z3w"3 Y3-J3)'35mY39K3G-303=a3A3P<3K*3Z[3_G3o R33*?3,3:37#3E@3H83X-`3=23L3N 3^3[F3l03o3E3T[^3cG3h73y3t;*33c33}33?q3 3~33{3R3BH3O3U*_3cȔ3]3l]A3s3t3i3yob33b33]3]O3|3{k333A33@33E$3y3%3g3u3r3^e33Ü3=33V<3qa33ɽ3333p33r3Ny3"13̼3فB3J23,53EU3 3n'3 3433g3%3濞3v+3A34Qm43a`3sM3uڼ3T3q3]3@33633N3C3433-3v3u353Y34^3e3j3F33=3'3G33*^335333r3Ȝ3}3333Y33j3ǛM3D3ʚ33屾33в3o393(3'N3b4c4 A3"4,4s4 Yb4 +44U4]3Q333 3P.3333334c44 +64 94Y3\_4'4l44 5V4`4v4 Oo4 4_m44'n4$74-Ub41ei4;04&/404V44~4!ɕ4$4.4]x4'2N4)|44A41i@4<4>s4JL~4+U455484CWz4?g4I4NF64Y4F4RS4V `4b/4^4jC4n4{67!7!777ɷ77/ 7'7"M 7#?73ޱ72h$7C7F7Yk7,7=7@7SM7Ow 7cM7fp7|7V7keb7n\7477F7sN7=75r7H=7I7^X7\ 7r7uDs77`7w7xk7-7C/7Q7"77)7D7z7W77777~7:N7]7N37H7Î7՟7؉7i7vf7J777V777>7RP77V57-O7 7Ć777ڔI7'77k7ϒk77n77)37q7287F 8768ͻ8 c87 7ng7ѳK7l7w77\80778R8 ~&8 8M88&u8i8$.88UJ88'8,p8;h8"K80*848D8?8P8U.G8g#y777|7P777@77ʈG747)77P777EP77ȝ7ۛ7778/[8 8y78[8NL8H8v8!oV8#J82SK7\7T7"7g78 -8 /87 +s8 +8 +888'E8'188}88$8&B86m84ik8E18GY8Z_878J,8K:!8^!8\48qO8sE8% 8688.8-R8)89u8<8M&8/є8?8B8TQ8QD8c^8g48|)8I 8Z);8^8r 8l]88h(8d8v88T80888c8U8Wq8k8n8N8Nh8 8#8H8Ȝ888ɤ88V888b8L86888B8g8Q^88)8Ͱ8o8یc88}f9777288F8 B888%l8 +88#80 8+~H89o(8> 8N]"8 8-82?8@58:o@8HN8O8` ~8GĻ8W*8^V8p78hY8y8t8858Du8J8['8T +8e8m8'8ah8s08zm8b88W8>8A8xTO88x88&8L8Ԟ8:^88{8h88!8jI8 88W!8giJ8p+8X8x88%88783s8 8X?8q8}V8n{888 V888 8s>8.888A[8Y8485y8T 8䔋8q8T8?8P8b8p8b88 8}S8\f8c8P,8\99g9;f88;F89³8m9&9 99 +939q(9$3_99(R9/9:8D +88BV8?82#8?8c8y88I]888ȍ8888;U8{8Ғ8R8d8@89sO8Q<8Z9X9 9*9" 9K9#h8^8㌏88 8?99xV99\9 (9e9w9\T9#9'<94b9[9'9F9,9( .94K9:(9H0909>H9C~9RN9M9]7<9b9sÀ99 +6*9W99p9S9$909z9*Y9/9<96F9C9JS09Xw9*a-96Z9=9I9Bmd9NB9Wf}9e'9Q9^/9gzp9v9n:59}9A99B9Q9V 9f?9_l9o@9vͮ99m,9~99Q9}9f99Q'9C9,99O9x9|9/99)m9 9Τ9'999;98g8( -8'89898L[8Lr8a`89_18L8L'8aA08a8x#8xI88`bj8u+48v88h8P88*88vH81W888;8y8k8`k8w8v8)88U8~8|S8888a8J8r888f888Ƿ.8ƥ8888T8ۻ]8n8Q8y.9YA999I888H888Z8Sd8/88ë8=8ם8 88r9p9 8G8s89L99/9K9 dB9 +949K9%o9#1Z91G93q9CL899699 99ll9)9U999,v9+,9:99< z9L9'=96E989H9FE9Vݴ9Z29l9J9\9^/9q9oJ99 +E9)8ŗ88x8G8?\88;8(88 8װF8&8Կ9L9B9~8z9@]95 99Ѧ9F99.F9i9?\99.9.Ĝ9>n9>9P8I9u99߽9P9_99-C9 H9[99*v9,9<9;9M9. U9>9=h9P9Pp9d9ct9x'19O +9b9a+9v~9w[9G9p9 9-K9=vl9>@9O9Nl9`39ax9u9Pb@9c +9c9x9w9d19p9W9t59i9v99sX9C99U99%9_99N99]99m9xQ59i9{!99AY96=9l99r9Q9C9$%9H99"=99m9U9T9˂9z99>9g9a$9.99(9j[:#,:: 9#9*9.Ub9<98`9G69Kv9\:9@`%9P$n9S9e79``9rV9w@9T9W9h9m9=z9y99B*9*99999w94d9[N999i9{39<9Ac9 994?9L9Ww9G9b9R9Xy9U9m9Y99p9Y9s9h9:9t9a 9I9ʜ9Θ9x9ٙ_9̀9[99 +9$9G9T99>9(9*9l9#99%9Ƶ9L9k9N9w9Ǧ9̈́9tP9!%991)9h9hq99:/9[:,: +:Z`99޴T9g99ȥ9)V:: +09Y:#:P:ׄ: 5:7:d:$>:q:52:L::r : :%ol:/^?: 80:*<:.aV:9 1:4?:>ͳ:D):O^9K9979Œ9C)90909d9X9_9Y99猥99o:z9L799r::: +R: (8:: :/A::k:?:#wg:& ::19 9f:G: :3:y:t:: +h:~:}:!$: 7:,A:-::GI:x:(R:*p:64:4:@h:C':P:8|;:EM:GY$:UO:SC:aI:d):s::7: |:+z5:'I:2O:6-r:B:.::3:=E:I:E:R:Vi8:dN:=:I:M=:Y:U#:aa:f:t|:_j:l:q::zx:7::8:M:Z!:]<:l4:h:v:{':&:o::>:y:֐:::S::e::w :x>::o::Zl: :E::O::U :/}0I/<00S0<000OZ0 +%0$T0 +t05<0B0d0U40{0\?0l,0s0w0#0A0]000000 00P70S0(}0G0:(0\,0k0"0ɴ00M/0r0b 000й07H0(0xn00a00NS10-[1 80Ă0nP0\011k1?1*l0Q00i1211E@1 Q1,e01Q11߅1$:1=141P 14i1N1FP1c1l1݄1C11Y 1y 1n&11C111p11,3g1#1<1FzL1d,R1Y1z!=13x1O6\1DՃ1c%1n1 91h1H1c1a1Z1%11r1Z1n1J1u@101`1̢|1z1ր10x0H0 +000;0q00̪0C0ݼ0g0J0%01^20E21 +Z1F1 +1 1:10y1L11&"1<161A|O1`#}1T 1u0[0ֱ30g0Z0 1qB1 +Gv1!0#1i=0R1 111K~1&Vc1BI71, +1H,1Y2UZ2P[2i1u1e+122 2o2Ӛ2.2#22m2#2)/N2>ء28Ȋ2P^2412J~2D2]&2c=2~2x22V?2qhq2j~22]A2Y2F232Gu2_?}2Zo@2t2yy2B22g2n\2FX2X2W22Kj2&2\2 ++2/26!2292,j2Ά(2o;22ˌ2C22[22X3/2I22>212$2ijG2ߴ2$>2K2{22<22Q2b2 F20Y2l2)33}3|3v3rT283 3 133?3(V3%35Ц2f22 +2,I2BY2Ij2cb`2\2x.2< ;2T2M92g2p 220 2ҩ2M2@2i2t22/2I2[2e+22222,2ю2˼22_b2|2s2(2]2l]2422222;2ɯ2Or22ƥ2=2ž22e2 2K232͖f2x2:2Έ2?3 &3L32l2ܐ:2+2*2D3I +36O3l2ǃ2?2B)3 3 $@3j33&3M3"33.}32iw3C3?3R'3*q3;37K3I!3M3a83\dw3q)333n33"F32-3.,3?>3~3)<3$3439k3LM&3F|3Y3DM:3WGz3Q<3f3kÜ33{Ի33`3u?3n3p3K3313/1171*1*>16O1TF1G,1h}11;71.D1Lm1Z:1~/1oeu1t,1w1T117w1p1.O11161T11R1ƵU1.1_11?R1`Sf1Qʤ1uz 11x15c1(1e61?1{8r11111Ƽ#1 11[ 1;1ʯ2f,2's2c1O1#C1R2n2 2" m2y201U>1D12 +}2f2&$22522Jw22$2-4V2E;2<2WnY2=2X62O2kv2u,22{2l2am2&p2u^22)2Y2J2|2232*2C2M2j}y2_2z'2:2U2J~2bÈ2na202}212232N22V2H2nQ2ۼ2:22p22N22È2+J1\(1d=1#11C1111Z1[1EC1 1к+1l2p12 122222'/2@*262L 21r2,"2"}26o22A#2XiG2L2e +1Å11P1722D2M2g2!+12>122"2* 2 h24J2,2@25ǒ2K2X@%2q2d7262?2VU2Ir2b-2pm2Z2|ܲ28:2WT2p2d2292;252#2r(2M222S2J22N22l32T2=Z2#12222.2QV2:2Ť(2۔2,,3(2326D2i22 252AA22 2e2.22j2$2e2V221p2.}2^2313 3o3I22 M23Q3 I3Y3P3#i22r22{!2Q2Ԕ"2Z22N22'52n2ژ25O2!3&23G2q 3 33{3y3)933?33x(3#c34 3-3?F2q2߉2+R2b2p3 313x2Q223i3 p3#3G3#3}3'33 31Ah38M 3J53CHD3Vp3**3;33E3FI3N3c5{3Z=3o3.3@}3:Vj3L3S\3h 3a3vL3F'3Y 3Re3g;3o 3T3}3M3~Q~3)13'V333R336|3p73Ե33 3AH33T3ŭe3_ 3t3l33Gn3~33v3y3n33f333$3K33T3,313N3'3o3܄t3Z)33H3683q3mK33C23 O3^33,3,=23$353 3F3m3%/o3-an3?Gp36a3I3=3Q=3H>X3\x3f1]3|x3rp3"~3R3g3]^3s3~d34343-33-3$363?)3S%3Hq3]Xg3,x3>34x3G3R_3g'3[3r03hu)33s_33_3x3303~3 _3*H3EY33}$3{p3ߊ3b33 E33333c3v33n3M3n333ҕ3ـ303s33Pw4C3%24m3?k33^3]44 4A4$3333-33p33q3~33s3ҁ3u3y333l43Cc4Ӂ444ٛ4!444_44E4(c4!4/6C6?616T",6d36l6|,6(6D6j|6Y 6F666E+6-66G6^6ԿJ676b67&66K6J7Ht7 7<7LK7.6qd86B66b66)O6V66666-66հ6-6B7 67v7ժ7Z7%7?]757R77+~S7" 7< s7F7f7Y7|^7Gd717(7B%m7Km=7j7_6&7((78t67T7I7iG7tm7K-7=^717,77N7_7x7B7ԏ7}R7w7/7<7ϲ77\7e 8 +7]7|7s.e777I7$7m7K1777f/7Q7O77?7S7@7b7nE7|8 8n8C78d7^n8~,88(ԓ8"x:88p'6066r6$(7~u7O.7&7&6)767P7767+7H/717Nr7B +7b~G7n07/ 7h77T˗7w@<7iQ7U7a*77W77 B=7 7707<7ZW7NG7p7%p7A2!74@7S)7ax77v7#7t77F7s_7]7Q7r)7ֲ77Ձ777-.7ꖥ7f7R7߮7I7r7`7I7E7[8|77{7 7778J8qn8 +88T8oF8*m81e{8I8Ao[8\1 8#j8:O+82l8KK8SmT8p8g8Q787]8 }J8 8*u+8"78:?"8ӽ88V8(81V08K(8A,8]N8B/8]8T8qk8|\8k8|81 8g 88|P8æ8X86887ߊF7q78 +8B8!ޠ881389888%8+?8A^8<S8S86N_8MI8Gn8`"8f\W8c8|88Zk8u8n88=x88G8+8 v85=8/:,8F98MR8g8`8}8?K8YT8Q8mR8t888w8k888d8'88p68W8ʼn88<8z8I98G8ֶ8,8Ն8|a8~x898:$8 88!88D88ӾH8ؘ88g988z89r9 +w*9)39b9&9B999"q9$yj95e9929Dê8P8n{8^89G9u9 Ih9&|89 +$v9999)89%}96}9Z909, 9>x9B9U{i9R 9f9;f9N29I9^c9b9yCT9t98d8|8y?8cT8`8Q8Ǒ8hv8X8O888?8V8lZ8,888Ke8F689u_9:9G8n8څ8 9;9 +en9Y99%08688 8|8ϻ88A8i88о8A8899d9Y9099 Y.99 P919,9?[99'_9!l93F99C9L9Fo9[wc99!99.929Eb9A=9U 9*9<-x9769JR9OQ9e9_Ph9ve\9Z<9p9k_9X"99>999|F9<939Y9z9:k9\9j9D9Y9ShC9i\O9p9+99h9bq@9ya9r999N9M9 9\9<9&99g9i99Q_9n999[9g9=99c7E7gif7X,7}7j777[z7m7w77.q7~77l7r777 7@7D78 8?<8@B77>57HP888&^8A85487K77 +777E7"7 747ĉ7X7V7E8D7I8!88۸8 S8"j>8+n8E88;8WY]880 8&8@8L~8kV8^P8 -8 8808/+8I8c8SJ8q08e)8~8>8[198P8o5S8{;8N88Ym88C8xt8{88ʷl8~c8ٓ-8ڶ8p8c8Ǯ8/8?F8618E8b^8{z8w~8C8C88.8+8{8p8b8 888r8r8΋8ԙ8ˢ8 89m8n9 Cb8ت8*8'99}9[I9`9L7ȿh7778<8388+78 C8'38um8!!8;Pt8/@8K868R8F18eS8rJ=88 8"8X8y28k848^88f8`8 8%8%83b8?dh8]8Pz8kG8(8C878N +8\8w8hO88yk,8:n83888E8ʪ8,8V8@8P8`8E8ÊR8e8:8E=8F 8 +888J8J88F88N8H888w8$8{ 9ׯ89I99 %9 9(9 x92I9 999 9)z9@Y:5:F:>:O:XP:k:b:vs:F:X:Or:biW:l:L:v}:2#22 3 ;3 +3b3dg3$3U3433!3"32*30@23@3%35 33ů3D/3EOs3Vm3U=3hJ3B3T3R/3eE3fݚ3z3y-3\^3/3. 3+3;3>_J3O3MQ3` 38a3J`D3G3Y3]B3q<3mP3U3b3vB3tN&3C3GK3Щ33ڡ3hs33)R3~3O3}333iI3}3|Dv3Ȥ3V3W3a3-$3233ڿ3333 3F3C33i3w3IY3m3L33l33Ȥ3/e3O33螒3V339333)3Y393ַ33~3ù;3Ӫ3b3?3䚇33ק 3C=3x33T34,443v4.44E4~44~,4$z3V +3i3e3zW3Q63!Z33[3v<*3j3˜3}333t33k332k33s33?3(33~,3c3Pk3"3I3=3"33͆323?03%3E3O3SR3U33rF3V43$33R3:3?_3ũ3r3Ҋ3S3[D3o3L\4{3b3344l44  4U3ё3⋐33$30444 '3H34;3)4 4 h4244Z4 444":4#4/C4.(4;!4!4-4,H484:j4Go4FbV4T044@4L444*44(444x4%4"4/42U.4?4= +;4KWm47T4D4Be4P+4R4a4_4o4N5&4]U4Zv!4jl4mI4~4{A$4|3Y3m33p34|4H4(3V44!L4b4M4=744$|4 44Rg4"4!44+{4-,48JI4#W4.4/4;<49.4E4Gb4TC4s464C4%74%40T404<4%40404<4=4I4I4W4<04H4Il4V-4U4c 4dn`4rq4WR4eam4e4t4t 447!4WG46P\4A4Cލ4O`4MH4Yj4\jq4ia4R,4_ 4a?d4nK4la`4z74}244e4r4v4T4-#44|4v4D444~4LG4(4"44q44t4m4q4MI4l444&444{4_A44"84n4r4i44}4iW44bh4 4 44444`b4x44_4c4!4%44Q 4U4϶4+4h4J4.z4ÿK4qI44u4xC4h4$f4+444yL4*4fQ55554-44բ404 4w=44CN4 +44O4j45A5Ө5 2&4tg55|5 +5 55#5^\5 65z5L5W5,_5"k5"B5+3f333H3>-33s33ne3M3:3 3r74v34/4 3W44M44W4f44)4 e4c4b4!4%}424.4<3e{31834[41L44 }4b34 N4S4n44!u44)44*4&r43*48?4F4B4Q\%4.ƿ44V44? +4m1*4E4yg4D45`4T44(4 4X4t?484*44444Li4ł4E4-444M4 444-4$425a4,4:j4r4&4 4.444C4=4LX4@4PY4J_4Z[Z4`4rzu4kU4~K4S4d4]Bh4n4vi4A4ޙ4W4(,W46a4/g4>[4E4U:4N(4_47 4Fmd4>4N4V4hca4_a4q%4g4yz94q44 4 4Cg44{4|44Z44L4444v(44e444n4n4 24Ҭ4t4x4:>4Hb444J44Ƅ4¤4F4ԧ414q4m4m4b4\f4َ4j444d444t44e444&47444&4 b424O44ٌ4 +4m444r4-45{45k4W4<4K585585<44O4|A4S44j44–=4;4m4?2464S444*4<4Г444q4b4044%4ɭ4q4g45g5l5 1y4`494 n41M4: 44V4gP44ܑ4ɰ4044<4G54bO53l4z5555,Z5$5V5P5 ,5 H5K5555&3V455"G5 +35 55g5Ŏ5 +5j5D5q5\5"c5"V5+U55#'T5#45+5+D54w545>65+5454 5>95>[15HI5H5RK55!m5 5n5)jZ5*,53P52j5u5B;5N 5Ju5Vg5;M5FB5BI5N'05Rr5^ڐ5Z5gcD585B5@KR5KE5Mq5X5V25bo5Hp5T+S5QL5]7t5`o5lPs5i5v]!5dg5ps5n5{/5|555l5y5#5@555Ŷ555Z@5fg5bҤ5o5sB@5H5}5t5k5y"5t5S55855^5*(5D5 555"55t+55555455ܔ5Q69(99i97:9I9K 9_9]9r9G9[9X˥9m9p199M959u +999A9P=9899%9Y99699 9e999jh99~9`9n9Eq9@9u939C19ܐ99i99*P9;9=999Ƭ9VJ99.9 G9(o99L919a9o9ͼ:@99999̔9|9o9Z9s9ܶ9b^9qu9 :K:X: 9#:~: +: gt: 3::,:": [:?:,:#:#::/c:/:=>9::9ET: +A^: -:6:J:": V:):r:Ǐ:! !:.:,::v:":/:/$W:<:=:K&:K<:Z`:;:J|{:IY-:XU:Y-:jQO:i :{P99Aa939999999ma9ȀC9ě9 99tT9:c99(9a:sC:#y:::&:i: : Vd:Lb:L:&:$y:289:9E,9y99,::H:(9<:*q9Ϗ: ~::5:8:%::!:::,j:/F:>:;:Jl:)8:7q:3:CxA:G@:W/:S:e+:P9:+H:)b:7:9+:GV:E:U :5.\:CD:A7Z:QV:S׵:d:b$:s:W.:h8:fL:xZ:y:Ca:~:w:vA!:: :6W:X::<:O:N :_*:[@:mW:p<::'}:C:itZ:|):x::::::G:xI::0::W:p:c::h::7:}e:í.::|V:"p.:.:/{::<\:;=:H:Jr:X}X:<<:K&:Kn:ZE:Yh:h:j :zB:V:e:g:w{:u:V::G:yna:1:: :`:n::ה:Z:j`:j:|R{:{U:s:::|::ݠ:4:::+:s: :`:N::Y:k:::C::.:w:~: :țK:Ղ4:,:/:̝:F:/k::Z:y::::::1::Ι:K:5:5G:m:{:p:CF::):]:ڪJ:XN:(Z:3|:zt;N:KV::ƍ:BF:3:F_:ߡ:얣:t::^5:::K:`;xS:e$:Ϛ:o;`l;x; 1; ;u1;; ];m;/;-;l$;n;(:D:n3:G::X*:D:Y::5:t:Z:b:,::>:խu:O:6:Fg:֠0:R:_:]::֎:*:䲐:?:p;DA;Iw; m:x::ŋ:ӱt:Ջ:b:yH:Mo::_:::::"[; :;%;; ; ;q;";8f;s;m; ;;h;$9;#fc;-v:T;y;e;;BI;Y@;X;z; k;Ӓ;`2;;_?;#G;#3;-;)#; ;" b;+;);2;4;>;, ;6C;7;At;?;Jto;K;WU;W~;$LK;$Yx;.Z;- ;8o;8X;Ce;.;8y;8;C:;C;N;N];Z;Bz;MP;N ;Y;X;d# ;e;qw@;Z;fķ;gN1;sY;rc;x;^;":߿:=a:p:ڎ:!r:0 v:+ ::::&:"N:0:5ˠ:E:@E:QC:?,3:O:J:[:a$:s:nBZ::V:hO:cw:vK;:|:֊:W:s:+:;{}:5:En=:KO:\:V:i':?:P@:I:[/:b:v:nsF:i+:o :a:}э:m::(:)::]K::D: :b:I:::o:ؑ:_:~m:`l:6:Y:":7: ::5N:e:T:"%::\::D:::mS::K:Ɲ3:V::9:X:r:e;N:n::~::C:͸J:^:ؙ:n:t#::΢*:p:C:A:::e:::;X6;V;:I;F;~; ; ;;;2:TQ:f:_=:r:z:l:::i":~X:uYb:,-:'s::E:U:D:: :::y::Õ^:S5:Ȼ:~:::;:ƅ:}x:Q:I::K:C:`:: :׷:::j:5:ѱ::˔::[:%:Z9:ύ&::ث:::L:o5:٪?:::W:A:V:&T:[::o}:0:5;{: :T:2: ; ; Ԧ;;;7;U; d;_;D;%;";-;;;;%R;*;5|;1g;=:~&;):h;;; P;$;7&;;,s; ;;(P;i;";\r;);!)z;,p;(@l;4+;9j;F6W;@;NoD;/f;;@;6<|;C|{;H;W0q;Pm;_CP:,R::;;;D; _;S;7; +; +p5;;T;;C;(;;"t;!I;+;,F;8;6a;Ax;*;5q4;3[r;>Z;@g ;Lc-;J;W;%;;[;#};&W;1Y;.c;:nw;!#;,D;)G;4f;8;DO;@;Mx;; b;};;;N;y;^;@;|;R7;};#;Ɇ;;Ҋ;ݒ0;7;;?F;O+; ;mA;冚;});;;_y;;m;̑;+;*;S;n;;\;у;݀;j;(d;?;g;ƚ;0;;|;D<;;6;V;6<<W<< 2Q2422 2O2^22202|2O>2a2",22]2rB2U22?222ӥ2W%2kL2k22222%2I3e242ҭ22y2ߏ22372H3x33@V3 :T3633 ~2{E3>3 +f3b3 k@3;3?3"H3kB3!U3)zf323*q33=3<13E*2%2֙2h2BN2C22g3233 \`3M3 +b3(3[3 m2 333 33 >]3$3Km33P3'3/ +93%_3+36c=3=ď3:3!3*ya32Ϊ3)o31fc3;Dd3CI3<33EQ43O3Y{3N3W3c23mҺ39Q3AN3L3U<;3IX3Qk3^3fو3agx3j3x(3J)3t3~/3n3:3D3I3$έ3. 3'31(W38!3CM35S3@r3H3S3KX3W3`}3lt3:C3E I3N3Y3OW3YS3dD"3o3bY3n3y93&33z3333\3h3q%3{3v 3ؔ3 ,3m332]3E33i3 33`33333/33'33CS333k3CE3H3~3Ϟ 3d3om$3{h33zuJ33333333!$3.3r3&3s@3!333I3c3L&33sF303:33333P3"3$3:3533cm3Ƣ3'3(33EQ33h3U333MG3E3׿3fu3FF3Lo3)33;3 +443x44 +433~R3!v3'3j3"3-ǯ3332g39F3E)3L3@3F3SS3[@=3(<3-393?B33#38w3E3K13M[U3S>3b3iw3Zj3`V3pʼ3we3Y3a3o3x3i3q73 3r33h3 a3M3Y3N333y33]333eq3 33 3V3a3(3Pb3333=3B3Qtx3W +V3G3L3\z3aV3g +D3m%X3~p33s3x333QA3U3fn3k3Z +3^#3pt3tb3~l383&33t3n3r3t33Ò33;3N33Y3A3E33Z3z(3Ͽ33)3ǂ 33?3I33Â3My3533C 3Ւ33̔33?3ij3+3סR3O3 3333g3:^3d33V3ѳ3533]3i3`33w3ǀ3͉p3K3el3{Q3R%3o3]33 3u3343R3T3q4X3L364"4 +644 c44444*4$444d\4v44 +34 444U4m4)24.)4$]4(4247 3˧3ș3 3v3D3ڜ3 3N33X4Z43g44 43G33bG3C3N3' 3 404 +4B4^4t4 +F4 64454P4.Q44"*4%4X4&x"4*#4-41DL44;#42J49B4B %4I24& 4-K44"4;K44B4< "4C94K4C474KB4SK4\_i4T)e4\Ř4e4nҿ4C4K4S`4\4RA4Z4d$4lG4er4n,4x)44vM44|44434$84) +42~4-45J4;:04D846~4@^54EE4O4JC4Tg4ZB24e#4>ؐ4H4NN4X'64QUe4Z 4b/^4lcB4^'4iW4pC4{4tg44 +4x4T4_ء4e#4q 4k>4vM4}B44v44t4F4,c4ݿ4D4m4l44E444s4n4.444n43Z44>4D4X4du4n94v44x4 4Q4H444o4{N4n4/M4M444l4@4L4,4?J44{4444:44:44ƅ4g444B4pR4 F444W44[4K4F4m4RK4k44i444`y4!4U4Вd4Ơ4|54(_4ߔM444F44@4":4'40u46o4-?x424<`4BF4?R4F14P4W4L:4R4^4d484=n4H@4M4By4G4S4Y 4YK4_^4k34ro4eQ4k4y44a4i,d4tio4|4p4x4J4K 4: +44k4m44>4J4R4m4W#4@4)4n4k4x444444 4޽4.444L44QM4^4c4V4[:$4i4n4q4wR444|4+/44(4_`4dG4rd4w/4h 4l 34| 4%4 +4M4֙4G444(Q44434~4=4u4=444441a4a44F4uF4i444P4z4h4+4\4e414;F4:m4444k4/4P4^4r44eD4b4G-44Y4-44 4L4r4ĺY4̈́4Ӱ4Q414&4.$444V4g4lx4 X444 +4Ֆ4q4Dz4u4ϔ4G4Q4&~4'44J4`4C45=5X4j5O5nS5 |.444d'5)4?47 555r5 +55wm53[5ʣ5` 57|4Sk44^46L474xy4G44[44V44ꠙ4{4\5ѝ4Ҕb4ֈ4=4,84R494@4#4JL45^y514?05"5.!5 +m55u5 65l55 +j515 5O{55W5#A55YI5'>5*5 'Q535h5YU5Q555~5"~u5%p5.'51WV5(o=5+654u\57p,888`Z8ߌ58488P8L889A`9 +9QU9 9TU9o88<99 959 999Ϭ99%9/9&9/ߚ999B99C=9!TF9+9#|9.969AE;93-`9>p9Fh9S9I79UP9_D9mR979B49LG9WL9MU'9Xf9c9o9bJ9o59z99{909)99n99&n9/;9%9-h979@ҍ989Bu9M;9Wl9K%9U9b9m]95|`9=59I|9R]9F=O9N9\(E9e1P9_vO9i49w9?9s9~9+<9m9c9oS9{999Eq9[99N99ߏ9::6`: h:: +ˢ:a:h9F:Ȉ::R:g:J::3:::#:+:#:+%B:3:;=:':x:":): :&:0k:6v:1r:9x5:B:J::@:GN:S:Z{9W)9_9n9w9h[9p{P9v9C9q9;99>9R 99919x99r9L 9d9999GO9p9M9;9b!99S99919v99S99u9ů99˾999ț9ژ999@999999-9;99]j9-9~:w919,7:A:99xC9~o9"9e999e9.999*9 9L99rD9P9}99_9+969-9999ў99v9(99999`9@959i9^9.9:: :c::’:R:R99nk9:|9,9:]?:l(: ::n:o:Z:::"P99_:q\::B`:: ::/:_:]S:#:::):/W:: n:K:$:C:x::#z:$:*a:48::}:/:3Ȕ:?P:E :-e:3Y::=ځ:D:9&:?:K#:Rk:O:Vz:b:jd:^W:e:ru:zdH:Ev:L:X>:_3:Q%:WO:e:k:l4:s:$N::z:::U:=:J:(|Z:-:!B:$%:0d:5D:8:=]Y:J9:O:B:FBw:T}:Y0:(9:,$:8G::x a:#]:x:0:3:c:#::3,:;:C:L:C0:Lj:U:_=:Uw:_t:h{b:sd:h:s:~{::T:]+c:gW:q_:e:n}:z::}t5:D::::jb:J:":},:'|:Ǜ::::Ҽ:6:p:#::w:w:V:Ѧ:r:w:Y:::>*:v :V::::4f:T:[:::NZ:m}:z::@:]::::G:P:+::::M:;(: :.g:T::p:::h:K:q:[:::LD:ʮ:::{:o:3:-3:7:Ll::"::ǯ:[:4 :҆:L:⋐: :f:T:+T:gs:B:O::: ::";ia: ;$;;:: +:%:$y:$:ݯ:Ή :<:Tf:&:j7:N:#:^:/:է:β::ߏ}:Br:ޤ:::t::;*Y;;g;t; A;{::Bp;~;iN; ;mr; p;R; +{Z;o;U;;C;|;!w ;(%}; B;;;;;A;"n ;(;"Mv;(;.z;5i;.h;5;;?;Blf:w:::Z:=::-!:: ::tx:):‹::H!: ::@:M:):':m:?_:::s:?:r::):c::&:T:r:ˆW:y:#:$::!: +:x::١p:F:::Ĝ:d:_:R:$:՜&:¥::a::f;::W;5;::_::I:;:B:7z:4:E::D:λK:::%:ew:{:2:Ԟ:Ϸ::z:Aa:[:*(:::-: f:S\:ֱ:t:::{ :L:::::j;;y; +;{>;!j; ɒ;j;P:K :\;;0r::C;; ; ^];f;̓;+;;?;#; :: ;f;aV:t;Qy; ; ?; ;*;;;; ; ;;%&.;; +;I;0;'k;;;;v;!a;*`;;7;A>;H;O;GJ;M;V#;\X;7`|;< Y;E*;J;AFe;Fm;O;;UR;SE;Y;c.;i;_;ez;o;v};I ;;"F;&C;; v;*^P;-^;/%j;3E;<;A6;7;;d;E߅;J ;$1;'};1DZ;4,;*;-=a;8C;;!;>;C;M;Q;Fj;Ii;U;YJ;K6s;P;Z7;__;T;Y;e`;iݝ;j;p;|I;;v9;{;;;;];b|;n +;sD;f;j;w;{I;V;;t;%;;=;;93b3e3y,3}*3i3lFC3s`3.373e33[v3n3R33Y3o13qٴ3393t4444 444!6!4#<3 W34 +j4 j444 "O4D4=q44%4&414m4(NZ4)]4*I4-w4:I4= 4/s42 <4?A4A4Jԍ4M4\4_4P4S0*4b4en44j454D0'4F.4748K4G4I4U4W4hDw4j4Y4[c4l4n4r4h4?44`74ז4-4?%4}4c4*4+ǿ4@44,4-,&4)Y4Uy4@4t4\ 4=>444 4@4-D4-04I>4%4-4-4:A4;Q^4J 4L\4<-k4<Պ4M4M34\g4^!4p3Y4qv4_&H4_14rS4sf4=I}4=24N94N54=4=ll4N4Nbi4`x4`x4t[4tt4`4`R4t4tYd3|Pw3{33x^3zu|3y33$33Tb3.3n33j33Ն3w73u3B43:3s[3q"83&333 333~z3X3"@33r3H3b33~33B34323-3<3D%3@33A33|33Ƒ33u3^e3k3<3ٴ33{33E3<33膙3n3kN3T33h3ec33|3 33C333t333a3^O3x3t3Z3V3p 3l^3)33l31^3yo333B3~ 3th33G3C3 33T33ϓ/3;3q3i3,3,3ݏR3q3c3333A3ɧ338i33V333u 3e3ϲ/4m44e$444T4[v44;4[4-^4,444,'4+G{4_4=44 4yV3o4 4 2{444*;4):4Z4=4'F4&}4=4<4N!4Mf4;4:4L4K4`Ak4_4s4s94^B4]4rI4q4948[K4JX#4H46!4504GMI4E~4\Q4ZM4o4n4Y4Wv4l$e4j i334 41 3344444ٴ4$dM4";4144 4p33f4 43u3d3`-34}4 Ϡ4174y4 +4#4V443ZH41Z4C4AX\4/34,<4?4<}4T{4R4g4e1a4P4Mb_4bx4_q4*v4'49A47L4%3!4"c44-41"4J4G4\x4Y6)4DY4A ]4U4R94oĖ4sDh4(k4 &4v;4y4Қ4w4-494b434$f44Eu42%4|_ 4~44[44{444;4 644M4d4^4 4S444"44A 4U4"4b4"4Z54U484@4c44f84@844tT4X 44-4 744ˠU4ͫB4а44ς4&:44H4} 4:4Y4s4L4LE4444~4r4f 4544-G44444-|4ڹ44;4#$4&4aT454v4r4Yo44r4/47444444ŤI4Ҕ4˧4U44E4Օj44_424zE4(4x44y4ƕ44}4&4ր494e4֡z4֋ 4İ44^V44>4Q4磴4v4p4555 p55V[55y5=44t4q54$45+x545 }5 +5d5^5 ";5 @55O5552L5"45$rt5;5!5&5(|5-۫50[5:E55J 5L/5?|~5@E5M=5N|5'b5'~53545'5'(54Pa54Sn5@h5AF5N5O35A~l5A5Os`5OQ44)44H44q44H444,44 4_4U4X4B4^4v^4"4Z4~p4i414~O4w4f4L4J44 +441442e4Ŵ&4f4>4x4!#4=(4ոM4_4C4(4 4r44=4*44S443,4Z44p4ю4>4h4[4I44M4{4y7g4p4`4vGr4s#*4˕44444a4?4lz44>4o4lG4MV4g'4h]4d54|Ѽ4x4|'4p44J4I4 +44444v444444^4Fb44ڟ4o4Ŕz42!4՗4bX4^43 4444Y4,4q4BV4;44b;4`E44ɓ424P55F4E47&5غ5I55575450c5l51i5^44e55^4:45y5-5g55͵5-5 5 u5֚55'r5'a54):535&5&c5=5L5K5<%5;5JIA5HC4z4y5c4,4}S4H44l5 +5 K5S*5n5І595K54㼈4]44oR4J%4Q4i405}55ʎ5 q5(4L5 +55 W5 5,5+T5s;55)Nh5'b559575G.5ECc55m53,5C@`5A555%T65#%55?5 )5of515/Xl5>5:":4:2:!: :1y:/9g9BA999P9"99%*9%9Ֆ9,939@99 +g9 899 9T9p2999L99Gv9p9q9ݝ9L9V9٫9:::^:):wu99: : +:: :-:+:3:[v:):'Q9 9:m]:489P9x?: +::&~::$ :"&7:%::w:v:IR:I:\?:\6:HM:G;:[:Z:q֤:q$;:G::p:n:/,::E%:D:X:W\:Bd:@:UT:Sw:mkx:kr:~:u:i:gz::}:\:VY:w:O:[:::N:0o::_:.:U::S:C: :: : :j:_:k:*::::S:z:"[:::>.:<{1:Q_:N::N:7:L8j:I7:eUE:b:z&:w`:_:\QL:t:qK:4:1:F):CP:/+:,I:@ p:;;'H;)K;;;ս;o; z; +ԯ;F(;yi;; a;+ϒ;-R1;!;"l;.c;0>:%:L'::۫:SX::n::ݎ:{:;3;:F:;^;:̕::/:ޭ: : ::މ:-:K;');f:r/:7;v;\; t; ;;f[; c^; ;=*;;$+a;%:;1R;2j;& +;&;3x(;4;G;,;R;;Q;p;r;;'&;'b;4;5!;';';5[y;5L;//;2;=;@;50 ;7;C;F;Lh;Oڄ;\;_Ѹ;R;Ulw;c;fV;9;;F;HJ;J\?;<;>u;KQ;M;X);ZZ?;hǾ;j;[ ;]x;lܤ;oc;mDU;q!;;E;tk;w;:;*[;';$;{D;b*;O/;8>;k;;zW;|J;;$E;E;;88;i;;;;;;M;q/;;?@;A;O=W;P;B#;B;Qa';RB;_:l;`˲;p9;r;b;b;s;t;C;Do;S;S;D?};D( ;Sl;S;c;d5-;ul;uH;d ;d;vV;vM;r;o';K%;D&;9<;U;3G;Ġ;2;x;;$;c;PN;U;Y;[;g;V;g;;Z;;;;;;G;M};Y;n;+:t[:_::s.::2:ܥZ:::;M;k:P:1;O;:ȳ:^:u8:/:Ŭ ::y:=:9:Ď;;!:":m:~: ;A; ;ep;u; n; B;U;_;'AS;&;4q;4^k;&(;%ha;3,;2; ; +;Q;; +; ;|4;b;$`;#L.;1;0;!; O;/;-:1:%P:u:?:1::o:O:~::,:%:Z:XI:I5::-:z:I: :H:N:ǁ::~:ׂj:VN:u::_::;; ;>;;;k;;; ;g;č;,;*; A;f;(H;&G;:_; ˷; +:p:h; ;;;p/;$R;!;oF;*S;;);C;C>/;S60;R;B{;A|q;RC;P;d;c[;u;uYn;by;a;tǸ;s~;@_\;>;O;N;=w;;;r\;nV;d;;k$;g;};y;p;;+;ڟ;;b;Ҹ;\4,4v~4n|46n4J440V4Y4>444v4 ;444B4e:4]442w4{4ĺ4ۥ4ҩM4ť84η4F44!4U4e4444#m4&q4ͤ4׃4h4L4M.4j44_44 45d%4K44L44Z55YA5 51#55o55 5r55A44Ք(4ۘ4"4&4 4444c4 54A5 5r5 h44F[5(5A5<55 5855 5 5P45Z555=5"I/55 \55[55x?5p45 ^5525!5(I5$q~5*5.5555!5&Y5,[5'i~5-52c58n-5157{5/5' 5%o555 P5 W5?n5%#5(o5/2"5#n5*=5-2547529595<5Dݱ5D55!5)5't5/Q51 59j5*:52S535<~5;"5Ca5EN5N!57Z5?5A@5J5G5P[5SXL5\KE5L65U}5X&5a65_;Y5h5k5u}5+B5256w5=թ595@5EH5L5A5IO5M5UAp5Q15Y(5]5f5H5OK5Ta5\5V5]5ce5kR5a.5i@5n5w 5qZa5yy'5p5!5XU5a5e`\5n(5j~k5se 5w 55r@)5{355M5555O5|]5%5aJ5%5:]5T555_55 55m5<55555 T5 *555 5h5@?5 5$5!5'l5,5&5+i52;W57}+5C5e5%t5)R5#5'95.qt52M50V555<5Aؚ5:_h5? 5F$5K-5258n5>x=5D~5>5C&5J}5Ps5J 5Q"5W5^]5W5]25e#\5k5I7^5N^5VZq5\05T5Ym5a5g5dd5jT5r5y"~5pt5v{c555+?5/.57!-5;Ue53?56|5?nO5CiP5C5H"5PϨ5U5L45P²5ZD5^5:X5=5GC5Jo5A(:5DYC5N5Q$5T5X5c495grx5\N5`R5k5ony5^5c5m+5r5hE5m{5w5}5|eu55+}5?x555@5,5rC:5vʂ5 [5s5{%k5Q$5:55S5h5565`f5 5c5'5d 5l25r5z5sb5z5!5+5&55g_55555855N55d5Ë5*5555қ5oJ55@55W5e5P5|55T5`5 55ܜ55 5 5=g5, 51#555U55 5?5A5ho5ܶ5h5,55$5T565ʨ5{5Ύ55M575555;5b5M5}5K55355)58s55 5I55555Y5P5n5?5TN5#5o5o555o55B5G5º5Ƌ{5ʸ5Ȅ5' 5ӌ5r5ѯw5 5=5Q5×_5L5ǻ5Ҷ 55Q 5ցm5'B5g5ޑ5v5545t!558W5=}5F5GW5QV5P<5Y5[Pg5e5RB5\A*5\d5g?5f5qv5r"5}p5c5m;5o5z5xE5_Y5575|k5̛555}5G5y5p5g5s5s!5~5~53555~V525R555Y5d5*5<5c}55v5S5555555&55*5YH5555B5y5 565555'55255#5:5Oh555*D5 5[5;5h\55C5_C5E5(55:5E5/5ɽz55L55b55m5Y5c5555Ħc555ʕ5I55355~U5ϥ5)5º5Q55H5ن5̠5U55e5닭5y'5f5$54555"5f5?55DJ5[C55W55١5c5^e5"55J5E55]05[i5`5k855x5Ɲ?5a55׵p55ڦ5555a?5J55:5Պ5585è5̲C55}55Χ555׍b5575餵5L5`x555<5555ųt5͖P5ze5ַ]5Ւ5ݥ5_5H5m555555P5v5A555h5E56@65p6665F666 +6 j6I5Y5'59V556$6f6b5?6p65P6vn6,6 6 6.66 g6 l96{66666n6F666Y6"V6#6):&5 +5;5~N5l85IX5_5V585?s5|5M|55ҵ55h@5f5kY5E555Y5ٴ5ߖ25<5t5),5e5:515%5*5o5ڧ>5d5KK55k5D555755k65`56u66 556 +6X6K6 ?66 656 +k6 6p66A6M6r545&]55A@5615&55556͵6Ջ6266̀6 +555L6g5r6:$6%666 96 6D6 ~6)66z6Kt6 |66T]6766(666]6 6 6p6 36$76'6666L6T66!6$d6#^6&x6+;6.76)6,S61%656qM6c6 M6 6 6:66VS6I6M6c6#6a666#66636C6(6 )6#,>6']6!l,6%6(U6-~6*W%6.6166>66 O6!6'S6%Q6*sU6,>u61e6(R?6-6.Х64j 6368s6:6?#6/^64B666;696=6@26E^6=`6C6E-m6J6He6M6P76U6$6'%6+6/6+{6/6367z6367R6:Ƹ6?<6;v6?6Ct6GK63+366@6;K6?!6:#6=u-6B6F`6Cn6G,6L6P06KJ6N6T(6W 6B6GN96J6O*6K~6PaJ6TO_6Y6R6W;6[ 6`Y6\߻6aǘ6e 6j6T 6Y .6]6b6]456a:6fl6j46f +6kBM6o6t6oϫ6t9t6yZ<6}:[:;^j;f;nM*;g;o;wh;ɤ;R!];[';_M;iT;cژ;l~;sa;|7;o0;x4;~; ;";;;1;v/;~;S6;4l;) ;`;( ;;);;d;v;I&;4h;_;y=;<P;E/;HR;Ru;OC;Z 4;\C;g;T»;_f;b;m-;j{;v;xތ; +;dYo;n0;r;}e;y;<;;H;;;;I4;;;V\;l;ov;{5;};n;=;t;;%;My;8;;;};#;;P;;_;J;{;wm;E;8;;;L;>;Y;;$;;ig;;_;7;7Y;Z;γ;[;xJ;S;x[;;i1;I;Y; *;;m;a;;֭;1;=;<;;;; ;H;ٸ;ƴ0;;ңg;8;K;.; ;;0;^1; ;;д;;r;Ѝ8;;܆;,;;K;r;ܟ;ژ;"2;;W;;Nz;Q;o;;F;.<;We;^S;g|;n:6;f .;lk;vh;}+;w-;Z-;M;(;;Ӕ; D;l;s;zj;y~;U;;;};e;;;D;;;f;;;T;K;;k;;4;nl;X;;;n; ;:;`N;;;X;;#;/;;M;#;;QE;;LC;fI;Y;W;;;R;Cm;; 0;;p;t;;;;;;1;I;Pt;ZV;;1k;?;;;@;z;;L;;{;;`f;q;';;>;;I;[l;;);m;C;;e;ց;;q;!;;?;;Ĭl;ͳ;r;;ˡ;;O;6M;ߓ;r;;;d5;|5;;';;r;Ƕ;(r;ǎ;;;Rg;;;-;ڜ;8;;;j;;`?;Tt;*;b;Ld;Z.;笜;;;;;jK;q<3<;z;Nw; +;R;;<L<.<"<I<b[< Ϋ< g< <_<|p<=<< Z< < R6< +<u`<<<<<<<ҕ<"[(<&;2;*;0;;;,;<ie<n<<B< << G<=<C;;?`<<<<"<< wS< ;<<<<U<<@<-<[<ܤ<<u<2<F< AY<#q<0[<0-<3<:K<=<7V<:D< <<Et<< <<&<R555z55C5q5i5i575E55{u55a5i55YIA5Z5hp5i25[^5\5k$=5l'V5xl5z5"5|45{X]5|q5555]m5]5l5m}5^65^Hn5mз5m5}Ml5}F5F5l5~HW5~g5Ҩ5z5~5i5Ͻ585255G5Zn55!5555V55d5[5h5N5R5~55K5455f5{555w5O5zK5+5!5H5O555Z55a55 z5^5S55N5h5 +5S55`5@5455Z55>5F5'5655An5, 5ћ\5Խ5ݥR5g5׶5ڂs5!f5L5(a55%J5%5 +54A5r65!;5ߐ575}a5C5ۑ5)5 5+56z65{56NB65535P5/555U'5L5̞5 55ml5G5Sr555Q5555ůF5p55M5S5-555ވ&5K5ҏR5 5X5S5Xh5 5555W56v6g6L606;66 6 +T55ȕ55Q5Y5Q595{666 +W6 yr6V66 ڿ6 5^"5]d5m5mhy5]35\kU5l>5l5~HC5}55L5}O;5|v5Z55[n"5Z= 5j5i|5X5WC5h@5f"5{b5zG5Zp55xu5v555*55o5(555,5I5^5n5zw5PZ5R5@5=5~5{5[55Z555w[5rX565ot5ױ5d55q>5X5a5U}5S65d5bl5Qga5O5`b5]5t\5r.555p:25mD5{&5~;5L5J5[T5X5G>5DUv5U5RZ5jb5g5{M5x.n5d5a*5tq5qe5ڨ55K55O~5ޘ555<(5\5n5F5j555 +[5RB55v555u5555@595H5L5=w59b5 55T5^c595,555b5Ҡm5?5q5T$5, 5ѧA5Y5| 5z5(e5ı55'5f5U55g5 /55Q5f5Ͱ5۴i5c5һ5555k.55i5V6Y66 :f6 86 +6;P6  6 5%51*55$`5J55566X(6 o46 +666 +HW6 $5R5.5-b5$5[55N535?5ʠ5`50555Q5F55Ԯ58555]554I5*5…5 5α5h55+r5555T5:5 5_5<55!6%60T66Z5@56>6U55o~5[5T55^5 55c5=66\5d5865K6N>6J=6 G6 `6,66 `26C6|666I-696s666 U6 06 +F66 6 E6<6L6`6w6 t6"666$;6% 66"6'6*( 6$w:6&6,,6/=6/Y62rb686:65676=6@b"6(#6*461@63X6,6.S`65K167g696<'6B 6E7 6>76@p6Ge6Ij6*)6=66606>6%6(66 16'HL6(6!H16"96)6*û66?J66P616i6W66#6#/6+w6,S6$,6$~6,6-C6/I61Dr68 6:8Z6263<6;+6<6A&6Cr6KDv6L=6Dۻ6F6Nr6Ot64~65FD6=6>65'66M6?*L6?6G)6H 6P56Q{6H6IGZ6R6S56@6CO6Iv(6LK6F[6IlH6O6R6Rz6U+6[$6_B6Y6\06b6e6L ]6N6Uw^6X6Pԇ6R6Z6\_6_y6aS6h6k6dn6fB6n6q6e6h"6nr6r6ll6o06va6yU6x} +6|67K6]6C6$6m6fp6s6v6}\b6H6x6{6r61666Fm6 636o66G6T6VM6^c6`6XO6Y6bp6c6iC6kp6sp6u6lԎ6nn6wz 6y.>6Z6[6e?6fY6\y6]n6g?6g6oa6qP6z%6{6q6r6|6}6~6+6}6N6/666m6 16O6s6 6sB6y6C6Y6666K6 6P6Z6br6_6&6O6$66T6ػ6j666BG6I66&6-66$ 6$&6-_6-6$6$nm6-}u6-@26S6;666%6]=6R66$ 6#~E6,6,N6"u6!?6+ +6*566966.6?h6@6666a?6@6?z6I|6I6S6SI6I6I6S6S6565n6?n76>b64 636>%6=A46I.6H6S>6Rb6G-6F6Q6Q+6t6m66)6F6 6P66!T6x6)6(s66Lz6'U66%6 6 +%6.6{6j66Z66M616$\6"6v6a6 66261d6<396:h60P6.؀6968$6E76Dc6O6N6C;6A6M*G6K6- 6I6G6<696E6Cv6]ݨ6^6hl6h6^"6] 6h6h6sE6s6~f6~6s6s{6~6~6]6] 6hG6g96\M]6[[6f6fW6s?6r6~6}D6q26p6}66|;6u6F66646-6^66c606l6'6"6%q6Rz6Z66+66X6d6\6R666Ǔ6@646g6R6)6#V6Z:6X6dۑ6c6WiK6U6a6`>i6oˀ6nj 6{6y6lՒ6kN6x<6v.m6S6Q6^V6\B6O6M_6ZC6W6i6f6t(6q6d}6b X6o6l6I6b65!6yI6 6̓6#6Y6G@6606H666D666}>=66k6z6x 6$6Y66_66y06 6@66; c;B);b;`;L;{;2 ;g<;);;m;ą;N;w;@;;;<;;C!;;;c;r;*;5;1;d;;vt;+.;;N;ыW;܎;;ԥq;ן~;]q;s;;w;;TY;;<p<4; +;8`;;;ޟ{;n;[;;[;<L<;];_<<g;;0;ƾ;H;1;gK;f;;;8;ӛ;T;R;?;։;\;;n,;p5; ;4;;s;;;ʛ9;f;؃;;;;-;'F;y;`;&;%;q;W6;<3<< e< +(<k< c< +< ;;[);ya;V;羺;;ʾ;f<o<< *< <=<[< < j<?Q<Ov< <ϣ< < 9<Ֆ<1<U<;<<2,<4<==R<0<'X<<( <1<2^4<6<~<q<O<%)<_s<˗<$<(-<)T<3<3<)<)ޔ<4<<4<9{2<;Ok`<>‘ /i<=w<r<E<(<''<<<$K<"at<9<8[<<[V0<\?<ؕ<洵 +-K-n:-XT#-}~-e-y-t^-y--ؕ- -z -Z--s-Y-)---|---ߺ#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J2<#~J#~J#~J#~J#~J#~J:#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J˺#~J#~J#~J#~J#~J#~Jz|#~JmIJR#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~JQl δ#~J#~J#~J#~J~ﳓhWg"{#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~JOBs6Q]h#~J#~J#~J>D$jh޳Lu1T,[ܳ#~J#~J#~J#~J#~J#~J#~J#~J^#~J$1>#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J1 D1W 1 10ر0R<0000 0r0pC0q'0Q0Q04#04X0^*00?&0͘///k//z/P/6/x/y:/L9/:/|/N |/'p/K*/% /%/1/u..H.^/mf.L#.#..=. :.fz..%.t.a/.`n.5.6.A.ck.8.:6.?.-o-"-P/-#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J7g#~J#~J7ZѶ7M#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J7>70-Դ#~J#~J7!S7=#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J76<#~J6͍6 6n6q6l#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J6n67636[6Z:6768ě6$#~J#~J#~J#~J#~J5а#~J#~J6V05#55ց5ǺU5.j55|Oi55#~J#~J5~v5Ex#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J5zR 5B;5CH554߽G4_45U$4#~J44h4n74sX4$l44gL4i44c3;3,3R4 J3ȑ]3_3bmv3X +2p2űd#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~Jٴ#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J. -C-y-ϾF-χ-@-k-d-?--!g-oO-@u--{e-y--j--w|-vv-b@-ca-S -xq-d'-eE-U'-Tq-H:-H-->--q--{l-fI-V%-Ii-J6-?H-?X-7H-7]-0x]-S-G-G(->4 ->-6$-6E;-/->z-6y"-6-/6-/-)8-)-$|-/p-)-)O-$G-$94-D-P^--$]-b"-y-"--"-/-p-0'0-*-*SP-$N-$@---T-- -xv-Z-D-\^-r-U- - - O-- - z- c-0-Fk-"-- p-c-B-- O;- W@- -- a- o- .- !---,- -u-g--,T[,d,Z-,y9,,,o,,霚,W- =- -- -,,ά,- ,\,+,,R,,&,ZA,,',ّ, ,,A,bN,,2,چ,گ,,&,,˗),˿,},J,],n,,D,`,,j,T, A,$,Қ,Ҁ,,3|,n,X=,,,ÿ\,ë,,,,),,^,$,J,a,,^,ҷ,Q,r=,/,@,t,",`,T,7z,`,i*,?,n,N,,z,',I+,",|,U,,•,,B,l,,,,,,RF,],Y,RQ,R,,Ī^,`,,,*,u,f,L,,,,qK,,`,u,@,,?,7,,%,W,,lC,I,:,-,~,~,t53O22ds; _o/űڲچU)嫳,^oZl۳1Ba!`(U}Գ+ѳN GZг`Uxkٺ$SX#~J#~J +#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J.hz/G0#~J#~J#~J#~J#~J#~J#~J#~Jnc8V³zf2ﳻ!۳ !;ij|v?JpiF}dRDɦųőꕳ$ɍѯ͸Ƴѧѿг`R +ɳƳğ5iͤճ||#~JO#~J#~Jhδ#~J#~JяuI21>zI**4ɳ#~Jߟp߰HM o#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~Jᢳ|̳sk*<Ƴ܏ڳ܂ +\cVmbгγ +WD۳3'kiq!MTz7qF<$<ͳiVpB6ԳGaz+Z?LA-\;{s +ݤŻRc9,׳｝bpcwpC2ͳT.!۳:u[v c`|d"bVoƴ; +!KS Cij#~JK=д#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~Jߧi)(#~J#~J#~J!Ҵ#~J#~J/D/L# +#~JN۱  # +y6#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J,,,՞,*,,W,w,L~,B,,\,,e ,2,N,E,7,i,,t,,,/,xC,)j,H,e=,,,|r,|?s,qt,,n,,,d,,,,),,,@,,},}e,rS,͖,|~,|,q,q},g;,g,]Z,rGm,gζ,h",],]D,SЗ,T$,JG,a,{,{Ӛ,q,pی,fbM,f,\hC,q;,f,fL,\,\,R;,R,Ix,\:,Rc,R,I ,Hݚ,?,?,6t,I?$,@,@A,7Z;,7!,.6,.O,&s4,],S> ,S +,I,I,@R,@,7,JJ,A ,Ae,8},,8*,/,/,',7f,.G,/Dd,&,&,K,,=>,'A,?,,N,,,h, A},n,},~#,sX,rs,h}{,h,^,s#,iI,iy,_,_!,UI,U,L2,^U,T~,Tp,KY,J,A,B!,97q,K,B,B,:o,9,1,1r`,)!,` <,V3,Lq,Cr,;,:,1x,2h,*,)?,!R,",S,ت,d,8ֳ,0;.,0q,(L,'E,, H,],(, ,!,a|,+,,c, +,/,,, , ,,h+, +Y4,u,++ ++.++,։,c,, , 8V,SA,͗+X, 7,P+n+[Y+"++p+e+++d)+u+V+׬5+q+bX+ا+ٳ+t +j+§+î+^,6S,.%,.S,&,%,,,Ox,&:G,9,q,,,T,M,(,!,,v,,,,O+,',,I'+_++E+4+܋,*,N,,,ej,,+\H,,,`z+ +s+=++R+ޫ+++-+O+݄++[+V+Ʋ%+)+hW+Y++<++ K+R+2k+++ۼ+c++++}+z+ +ž+T5++$++ě++I_+b+++Ze+>+u++8+O+kD+`++|+2+F++˚+O|+m+++R+%++Ƀ+:+U+F+e+>+]+Ԓ+\+++L+{C-++ɚ+QC+}Bp+|8<+m+nk+``+2+U+5++R+Ӥ+V+%]+9+++ʮ++)+++u++n+/++i+d+ ++@++++_+ϙ+ ++ˈB+~+;+g+++:+-*+[V++++++9++O+Zw+5o++ ++ +1+v+d1+V+++xn+zC+l)u+c+zL+++w+;+++KV+.k++*+u+r<'+s+en+~b+o-+p+c+a+T+Uu+II+dH+W +X`+K+J~+>+?+4++u+v+hK+g'+Y+[Y+N?+j]+]+^Ø+R +PQ+DK+E+:+M2+A?!+B+7^m+5++<+,w+"~+8+."+/+%u+# +V+++ώ +,+r+++C@+%+#+=+++X+k++;+#+@+t +S+|7+~K+p+n+`+bQ+U!+rL+dɔ+g s+Z-a+W+KŤ+M+BZ+D8+9+Sm+G +I`+>6+++ +U+ + X++&+&++m+ +*-l+ܿ*f+/+%8+'wB+ ~+`+n+#+ M+++ ++x+***蝢*g*3**q**%~*B*K*S!*:*`*}mT',MMIWi!A<KERSN9I[ ZW CYF40 O<'!  ++ r 芴 +H״K`I +0R5$ʴ'X )ڴ ں д +-  ⠴ ৴ +B +  Cô + zش p 8 >  ߴ q D Z + +ִ ! V +N m Ҵ N Ro x  ۍ [ " ; j I ش\AִFٴǴ Iϴ  δ O +Դ8 jzKtA)h2 )<TߴGB:4۷CR+D  +L + h ap * +ִ XU Rݴ N ( 㠴 I 3L 흴 G n5c \ŴR;ŋٴg Ѵ ϕ#~J#~J I#~J #~J#~J#~J#~J#~J#~J#~J#~JSl[b =.#~J#~J#~J#~J FĴ#~J#~J%-$ uϴ;Q ĀlbJ=v/"lϴ)q*մ_hg l,[pTʹhD{#~J'g7E7ɴR޴to{zhcj\N\89S+'U EP"ҴZ̴Uݴ|dPK[}AȴFŴkM*QeVh_N6Wʹȴ^WԴǴ.S9sAs8ߠ0ىf´A7i=QuHW$CcEӎӴɴ-vxg>c+'.[Kd"V +pyx蒴y:̴lдǴ^ڴeP +xxٴ K|qz6;>yմUHP`U~Yxs,c#侴YrĴHд3k]V9}|SZŴhҴc@T O}F7H*[HOrM<2^)!#д|ku -MB&U8oɴ +=,e$6˴,:׽zbmδLkZWښV^qn4(u$*HR' ?ɴg޴/YdN0PGY˴&pE) 3w i0˴/z!̴uδEY:  +jׯ   W TC K ش#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J5gs#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J̴X>Tд:y#~Jc:#~J#~J릴b3#~J, Դv GZLr3Ӹ;R&$整>#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J.S|s#~J#~J#~J#~J#~J#~J#~J#~J#~J#~Jn[ϴgDa`LP?{ &} Ŵ Wl @Ŵ 3Q p+ ~ H & ߴ b ϴ ڴ .!!!9dR  < K-  y #~J#~J#~J#~J  ؅#~J#~J D ` !V!-!Z!M'!u!!@Ӵ!4!_´!jb!k!!۴#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J!Ѵ!#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J+++2++p+j+\+x,+++p+y+x+jR+k ++]?+w$+i[+i6+[+[T+NOu+N'+B+\+O}+P,+C[+C"+7t+8+- +zb(+kX+l+^ۨ+^q+P+QW+ER+_E+RA+SU+G$_+F1+:k+;W+00c+D+8C+9?+.y+-j+#Hm+$+"+/K+$u+%+#++x+a+ d+A+6Y+6++++^_+!O+!++,m+"+"++?+ ++z+I +#++)+* *ʻ*챻+j/*Q**^L*z-*L**3+q+0+ٚ+k+}**ܝ*S+++S*& **LD*Q*I*_**m*ԧ*ӫ*&**Jv**i*B*UA*?***,*p+H,+*O*!*****k=*#*,**R**ї*bA*w*x*j:*\i*y*z*l2r*k*]m*^n2*QTV*T*V*ro*k**v*v*hE*z*v*w49*i*h*[l*[z*N*h*[}*[`5*N}*NҲ*B*Bw*6*N*Bl*B*6g*63*+*+* q*i*\ (*\o*O*O)*Bp*CO*7E*Pg*C7*DD*8*7*,G*,*! *6*+*+f* * * ** *!Q**NY* Eb* *cz*)-*****h*|!*}*o**#**r*p0*b*d1*WK *m'*_1*a*Sա*Rw*E*G0*:*UpL*Hk*Jy*=*;*/*1a~*%*uNh*f_*i*[͗*Yi *L~4*N*AZ*^|*QY{*T6P*F*C*76u*9*-*?j@*3*5*).y*'db*S3**[=*+9**"n*#** +* m*9*9v*-$*.*#l*"**5*'*$w*i***i**)}* N***)=))pW)偼)r)))L)װ))~)ǝ)e*ҩ*K* Fi)h)5)꿮)>])*@E)&)|)k))Hx)Ct))٫3){)˲C)C)*K)))))})))2)6/))[+O*.*ܰ*S*W**ާ]*A*~*S**B*Ƅ*Ȓ*˨**i* +*Ŵ*V*i*3%***-*K*'K*/*"+*7*3**h*A*҃D*ƭO*A*::**4*U**Җ**k*d*=*RE*֏* **;*q*z*g****D=******?h** C*4**:*ʸ**"**ww*U *f*z*F`*p*t*r*vn*heT*d_*Wa*Z*L*l^?*^*bq*TU*PeD*B*FA*9A*ݕ***z|*uf_*gh*lR*]Iz*z*q*wT*g*bT/*S*Y*K;*Xy*J*O*A*=s*1 *5\*)(*FL*9p*>$!*1h*-G*!a*& *@* *e*** *Ħ***V*****_*{**}t|**s**m*9*K*z*kJ*qC*c*yD3*q*j*[*bݙ*TT*\V*Nޓ*Vo*I`*m*^i*d*VJ*P\*C9z*HX*;u*\q*NR*T*GA*A}3*5P*:'*.*6j***/T*$(*_* *?**)SG*1*#*** *w**N(*Aw*G*;AO*4*)?6*/c}*$"*B*5x*<*10**r *E*&*b"*=@**u*X* **W)hI*(* V~*O*d* )z)nn)R-*I*))cS)A)^)G)T)))o)wY)IO)s")z)f)_4a)L,)S)B$)n)[N)c6)QJ)I[)8)@6 )0g* +:**%){)_)o)[)*9)))G)N)~))Ƭ.)Υ^)y)`h)i)6)`)):))E)?) )H)T)))|)ˠ)Fu)H) );)7)))'U)'y))\)p))I)J)45))Y%)i)s)z)_)[{)B)G)Y5))])*))L))4) ))l)v!)c~))k) )y+)m )[()eG)S)Y)Hg)Q^)@Y)8)) +,)0?)"J)IE)9D)C)3o)*p))%/)ބ))qi)})j)^)Mc6)X)Ge)w|)d)q)_)S3D)B)NR)>)=@).Ek)8())V) b))4)q)3)%)/)"6)) w)x) =ppʴ"9.2+K%! ٴq sϴay$`^!!I!!`!"Ĵ"".!"" Ѵ"%<"*("C;"="R"1ô"Ki"G"["`I"tG"pô"ִ"Wմ"m5"i"{0"~e"""!NN!y!w!!!I!!1!ش!!!!մ!!"!Ҵ!!""L"3"2r"KD"ٴ"1"0"IT"Jh"^̴"]"r!Ҵ!!J""k"/"."F"",,"*"C"E"YԴ"X?"m"Hv"\["[D"p"qh"$""ݴ"n""~"9"""""L "_д"_z"s"s2"o"@"|"r"Ŵ""g"$""´""P"""E""""Κ"R""" +"α"μ"c"x"""F"@""""""f"ʹ"i"~"Y"w"ٟ"崴"Ύ"M""朴"δ""ϴ"r"U""д"´"#W## ϴ"@"U"SA"iJ"j"}*"{p"a"g-"y"w"p"r""`"ʹ"մ"u"""g"Z"#"]"""v"&""թ"=""д""Ǵ"o"_"",""Ѵ""<"Ѵ""("t"ئ"&"ҷ"޴"״"|"B"饴"V"۹"Ӵ"m""t""O#ɴ"Ѵ"z"?"㏴"䬴" "7"z"G""콴""#Ѵ#޴# c"O#`#´# ش# k#0### &####K#%$#$j#+˴"#"# *# +`#####x##b#7#!##'####"#*(#+#1#0#7X#(ִ#/̴#.#5M#6p##%#"#*"#w###$+#&޴#.M#+#2%###8#$ #%Ѵ#,#+o#25#"?#)մ#'&#.#0U#6#5$#;4#3ش#9#8|#>#?˴#E#C#Hܴ#<մ#By#@#E#G#LP#J#OQ#,D#3#0#7#9#?#<#Bu#4Ѵ#:#8#>#@1#ER#Cs#H2#DC#I(#G#L(#M#Q#P#Tz#J#N#L´#Q##Rɴ#V#U#X"##N# ##0#R#f##B# #a##!X#Y#$ڴ# ״#(M#$#,#/M#5#2#8#(#/h#+ܴ#2P#5#;Z#87#=#Ҵ#)#N#n# #'ɴ##Ǵ#*#i#W#a#!#&X#--#(#/X#.#5#19#70#:#@#<#A#3#9#5q#:#>ô#C#@#D#;h#@Ӵ#>d#C#E۴#J#H]#Lʹ#@#E#C<#Gٴ#JP#N#LH#P~#N#S#Q#T#V#ZP#Xa#[#R#Vr#T:#W#Y#]!#[#^#D#I#F#K #Mش#Qش#ON#S(#H:#L#I`#M#P#TO#Q#U[#U#Y #V#Z6#\B#_@#]I#`4#W#Z#X#[ƴ#]#`#^#ay#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J*Dp*8a*,*4J*) *"***n*0*%œ*"\*hb*H*** ** +v*)))c)!*5)*)sD))))n?* H *Xr* *T* ** }*1*)*;a))櫂)c)3).*\)"7)Co)0))Ұ)ߐ))X)D)w)p)U)ό),)u))))ͥ)7))$)̺Y)ڕD)̐ )̏)̳)$)I)đ)E@)I)))){)y)˷0)$)o)))e))))Q,)7)A)){o)))̷)))wL)@)t5))M)Ɲ )0)p])Ri))B)Į)r)))D)-)O) +))5)]S)Ε)')qs))o/())s)l))N)mZ)~h)k7)lN)[*)hm)WdR)J!);#)G$Z)7)eA)T0t)bE)Q})D@)5av)A)31),)A))e)));))-)'u)w)%)C)U)qy) x)A)_;)OCG)])Mo)?)1bA)>+)/)\)K5)Z1)Jn)<9).<);T)-є)#)^\)"&)-) s)) +e()!):t) ;)) V(*) ()7)Q)) ))'()Y){),)m)))a))))I)])))|)jC){*)j)H).`))){Y)iz)z)i/)dd)E)EM))))ƺ))L{)p)t)0)ٜ)) )A)[))i))z)i)z)i2F)))4)5){.A)is(){)i)Yٍ)Ij)Y&)IW);)-$):_),)Xm)H)Xu3)H‘):2),b): H),C!) ())))(>)L()v)d)^.)P)(7)( )Xh[)H )X)HM): ),HP):/),m)X))I!)Y*Q)I):q),):)-)f)\?)))(=)B(k))P) # ))~X()s()3)-)8)N) ) )l7)))}))G0)y)y6)Ϸ)̂)|)jX)| )j})3k),q)p))}q)k)~< )ld)))I)O)v) .)S)))m3)0)n ) +)))~)t9)n)K)oһ)Y)I)Z) ()!")hg)")) +T( ) +l()\`)L))]-)MQg)=)/)>l)0t;)^)N)^X)N)?)x)1%)?)1ڜ)"))#\)) )m?) ))$)s)$)W) 9)){) Q)%))K)gW)p))q)Y)r)E)s`7)t6)u)_?)OD)`l)P)@')2)Al )3F)ac)QJ6)b5,)R)B*w)3A)B)4)%X) )&) ) d)) ) 8)&|)6L)'P)o))L) )3)b)R9)c)S)C^)5R)DF)5)dy)T4)e&)TL)D)6U)E`)7%)')hB)(-))x))7Q)9))J)z))!))E)8)6a)*r#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J" #~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J"̸"ٔ"˴""c"B"".""#~J"Q"+""A""+#"## ##-#E## #m# k###l#J#~J"獴#~J#~J"R","\"\#~J#~J#~J#~J""#~J#.## #}#o#6##j#ش#"## 2#####ڴ#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J# +)# # +### O#*# #~J##~J#V##!~##!˴#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#!#" #.#"+#~J#~J#~J#~J#~J#"2#~J#"##$##&#+#1)#,#2# #'#"#)Y#.A#4&#/n#5g#7##:#?ϴ#C˴#H6#D#H###*#$#+z#0{#6\#1#7&#%#,2#&p#,ش#20#7#3#8-#;#@#)#Bߴ#F#K#G!#K5#>V#C +#>{#C8#Gl#KN#G#Kv#(k#.y#(#.#46#9g#4;#9q#(}#.#(S#.i#40#9]#4 #9J#>#CE#>#C@#G#K#G#Ko#>#C0#>`#C#Gt#KV#GD#K@#N#R#O(#Rд#V'#YW#V3#Yu#OD#R#O[#R#VD#Y#VM#Y#\`#_#\#_>#aȴ#dP#a#dj#\#_Q#\#_W#a#du#a#d}#O_#S#OU#R#VJ#Y#VG#Y#O@#Rߴ#O%#R#V5#Yp#V0#Y]#\#_S#\#_C#a#dq#a#dh#\#_0#\[#_ #aմ#dV#a#d:#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#(#.]#~J#.6#3#9#3Ҵ#8#~J#-#~J#~J#3#8˴#3y#8#>7#B#>#B´#G#K-#F#J#=#B#=#Bh#Fƴ#J#F#J#~J#~J#~J#~J#3?#8Z#~J#8 #~J#~J#~J#~J#~J#7ٴ#~J#~J#=r#B#=-#A#Fo#Jr#F/#JE#<#A#<#AL#E#J #E#Iƴ#O#R#N޴#R#V#YB#V#Y$#N#R[#Nw#R>#UҴ#X#U#Xڴ#\5#^#\#^ش#a#d#a}#c#[#^#[δ#^#a[#cٴ#a6#c˴#NQ#R#N(#Q޴#U#X#Um#X#M#Q#Mδ#Q#U>#XV#U#X5#[#^x#[#^S#a#c#a#c#[Y#^&#[2#^#`#cu#`˴#cT#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#A%#~J#@#Ez#I#EI#Is#~J#~J#~J#~J#E!#I>#D#I#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#H#~J#H#~J#~J#~J#~J#~J#~J#~J#~J#M#Qg#Mo#QJ#T#X#T#WŴ#ML#Q#M%#P#Tw#W#TR#Wf#Z#]#Zݴ#]#`#c2#`#c#Z#]#Z#]#`~#b#`U#b˴#L#P#L#P#T%#WG#S#W$#L#Pq#L{#P?#S#W#S#V#Zr#]w#Zb#]R#`?#b#` #b#ZM#]<#Z3#]#_#b#_̴#bm#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J)Uo)F")7)F)8*)G)8)9\)**))*)G)))))+])[)+n))y)^) +))9V)+) +), )O|)!))e)B),B)w))){'))?)ӣ)X)̡))I) )))j#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#P#~J#~J#S#VҴ#Sl#V#~J#~J#~J#~J#SS#V#~J#V#Z#\#Y#\#_#b_#_#b?#Yش#\#Y˴#\д#_#b*#_s#b#~J#~J#~J#~J#~J#V~#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#Y#\#Y#\#_a#a#_L#a#Y#\#~J#\#_7#aٴ#_,#a#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#\{#~J#~J#_ #a#_#a#~J#~J#~J#~J#_#a#~J#a#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#a#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J \ No newline at end of file diff --git a/old_website/ZTFReST_FermiGRB_maps/ZTF21aagwbjr/glg_healpix_all_bn210204270_unocculted_cand.png b/old_website/ZTFReST_FermiGRB_maps/ZTF21aagwbjr/glg_healpix_all_bn210204270_unocculted_cand.png new file mode 100644 index 0000000..0594c57 Binary files /dev/null and b/old_website/ZTFReST_FermiGRB_maps/ZTF21aagwbjr/glg_healpix_all_bn210204270_unocculted_cand.png differ diff --git a/old_website/_config.yml b/old_website/_config.yml new file mode 100644 index 0000000..6718bf3 --- /dev/null +++ b/old_website/_config.yml @@ -0,0 +1,10 @@ +title: Tomás Ahumada +#logo: /assets/img/IMG_5967.JPG +logo: /assets/img/IMG_3056.HEIC +# description: At the Piriheico Lake. +#description: At the Gemini South Observatory. +description: Sunrise at the Bryce Canyon National Park in Utah. +show_downloads: true +google_analytics: +theme: jekyll-theme-minimal +future: true diff --git a/old_website/_layouts/default.html b/old_website/_layouts/default.html new file mode 100644 index 0000000..9ed409a --- /dev/null +++ b/old_website/_layouts/default.html @@ -0,0 +1,65 @@ + + + + + + + +{% seo %} + + + + +
    +
    +

    {{ site.title | default: site.github.repository_name }}

    + + {% if site.logo %} + Logo + {% endif %} + +

    {{ site.description | default: site.github.project_tagline }}

    + + {% if site.github.is_project_page %} +

    View the Project on GitHub {{ site.github.repository_nwo }}

    + {% endif %} + + {% if site.github.is_user_page %} +

    View My GitHub Profile

    + {% endif %} + + {% if site.show_downloads %} + + {% endif %} +
    +
    + + {{ content }} + +
    + +
    + + {% if site.google_analytics %} + + {% endif %} + + diff --git a/old_website/_layouts/post.html b/old_website/_layouts/post.html new file mode 100644 index 0000000..0676aff --- /dev/null +++ b/old_website/_layouts/post.html @@ -0,0 +1,14 @@ +--- +layout: default +--- + +{{ page.date | date: "%-d %B %Y" }} +

    {{ page.title }}

    + +

    by {{ page.author | default: site.author }}

    + +{{content}} + +{% if page.tags %} + tags: {{ page.tags | join: " - " }} +{% endif %} diff --git a/old_website/_sass/fonts.scss b/old_website/_sass/fonts.scss new file mode 100644 index 0000000..04c28e9 --- /dev/null +++ b/old_website/_sass/fonts.scss @@ -0,0 +1,55 @@ +@font-face { + font-family: 'Noto Sans'; + font-weight: 400; + font-style: normal; + src: url('../fonts/Noto-Sans-regular/Noto-Sans-regular.eot'); + src: url('../fonts/Noto-Sans-regular/Noto-Sans-regular.eot?#iefix') format('embedded-opentype'), + local('Noto Sans'), + local('Noto-Sans-regular'), + url('../fonts/Noto-Sans-regular/Noto-Sans-regular.woff2') format('woff2'), + url('../fonts/Noto-Sans-regular/Noto-Sans-regular.woff') format('woff'), + url('../fonts/Noto-Sans-regular/Noto-Sans-regular.ttf') format('truetype'), + url('../fonts/Noto-Sans-regular/Noto-Sans-regular.svg#NotoSans') format('svg'); +} + +@font-face { + font-family: 'Noto Sans'; + font-weight: 700; + font-style: normal; + src: url('../fonts/Noto-Sans-700/Noto-Sans-700.eot'); + src: url('../fonts/Noto-Sans-700/Noto-Sans-700.eot?#iefix') format('embedded-opentype'), + local('Noto Sans Bold'), + local('Noto-Sans-700'), + url('../fonts/Noto-Sans-700/Noto-Sans-700.woff2') format('woff2'), + url('../fonts/Noto-Sans-700/Noto-Sans-700.woff') format('woff'), + url('../fonts/Noto-Sans-700/Noto-Sans-700.ttf') format('truetype'), + url('../fonts/Noto-Sans-700/Noto-Sans-700.svg#NotoSans') format('svg'); +} + +@font-face { + font-family: 'Noto Sans'; + font-weight: 400; + font-style: italic; + src: url('../fonts/Noto-Sans-italic/Noto-Sans-italic.eot'); + src: url('../fonts/Noto-Sans-italic/Noto-Sans-italic.eot?#iefix') format('embedded-opentype'), + local('Noto Sans Italic'), + local('Noto-Sans-italic'), + url('../fonts/Noto-Sans-italic/Noto-Sans-italic.woff2') format('woff2'), + url('../fonts/Noto-Sans-italic/Noto-Sans-italic.woff') format('woff'), + url('../fonts/Noto-Sans-italic/Noto-Sans-italic.ttf') format('truetype'), + url('../fonts/Noto-Sans-italic/Noto-Sans-italic.svg#NotoSans') format('svg'); +} + +@font-face { + font-family: 'Noto Sans'; + font-weight: 700; + font-style: italic; + src: url('../fonts/Noto-Sans-700italic/Noto-Sans-700italic.eot'); + src: url('../fonts/Noto-Sans-700italic/Noto-Sans-700italic.eot?#iefix') format('embedded-opentype'), + local('Noto Sans Bold Italic'), + local('Noto-Sans-700italic'), + url('../fonts/Noto-Sans-700italic/Noto-Sans-700italic.woff2') format('woff2'), + url('../fonts/Noto-Sans-700italic/Noto-Sans-700italic.woff') format('woff'), + url('../fonts/Noto-Sans-700italic/Noto-Sans-700italic.ttf') format('truetype'), + url('../fonts/Noto-Sans-700italic/Noto-Sans-700italic.svg#NotoSans') format('svg'); +} diff --git a/old_website/_sass/jekyll-theme-minimal.scss b/old_website/_sass/jekyll-theme-minimal.scss new file mode 100644 index 0000000..916d195 --- /dev/null +++ b/old_website/_sass/jekyll-theme-minimal.scss @@ -0,0 +1,272 @@ +@import "fonts"; +@import "rouge-github"; + +body { + background-color: #fff; + padding:50px; + font: 14px/1.5 "Noto Sans", "Helvetica Neue", Helvetica, Arial, sans-serif; + color:#727272; + font-weight:400; +} + +h1, h2, h3, h4, h5, h6 { + color:#222; + margin:0 0 20px; +} + +p, ul, ol, table, pre, dl { + margin:0 0 20px; +} + +h1, h2, h3 { + line-height:1.1; +} + +h1 { + font-size:28px; +} + +h2 { + color:#393939; +} + +h3, h4, h5, h6 { + color:#494949; +} + +a { + color:#267CB9; + text-decoration:none; +} + +a:hover, a:focus { + color:#069; + font-weight: bold; +} + +a small { + font-size:11px; + color:#777; + margin-top:-0.3em; + display:block; +} + +a:hover small { + color:#777; +} + +.wrapper { + width:860px; + margin:0 auto; +} + +blockquote { + border-left:1px solid #e5e5e5; + margin:0; + padding:0 0 0 20px; + font-style:italic; +} + +code, pre { + font-family:Monaco, Bitstream Vera Sans Mono, Lucida Console, Terminal, Consolas, Liberation Mono, DejaVu Sans Mono, Courier New, monospace; + color:#333; +} + +pre { + padding:8px 15px; + background: #f8f8f8; + border-radius:5px; + border:1px solid #e5e5e5; + overflow-x: auto; +} + +table { + width:100%; + border-collapse:collapse; +} + +th, td { + text-align:left; + padding:5px 10px; + border-bottom:1px solid #e5e5e5; +} + +dt { + color:#444; + font-weight:700; +} + +th { + color:#444; +} + +img { + max-width:100%; +} + +header { + width:270px; + float:left; + position:fixed; + -webkit-font-smoothing:subpixel-antialiased; +} + +ul.downloads { + list-style:none; + height:40px; + padding:0; + background: #f4f4f4; + border-radius:5px; + border:1px solid #e0e0e0; + width:270px; +} + +.downloads li { + width:89px; + float:left; + border-right:1px solid #e0e0e0; + height:40px; +} + +.downloads li:first-child a { + border-radius:5px 0 0 5px; +} + +.downloads li:last-child a { + border-radius:0 5px 5px 0; +} + +.downloads a { + line-height:1; + font-size:11px; + color:#676767; + display:block; + text-align:center; + padding-top:6px; + height:34px; +} + +.downloads a:hover, .downloads a:focus { + color:#675C5C; + font-weight:bold; +} + +.downloads ul a:active { + background-color:#f0f0f0; +} + +strong { + color:#222; + font-weight:700; +} + +.downloads li + li + li { + border-right:none; + width:89px; +} + +.downloads a strong { + font-size:14px; + display:block; + color:#222; +} + +section { + width:500px; + float:right; + padding-bottom:50px; +} + +small { + font-size:11px; +} + +hr { + border:0; + background:#e5e5e5; + height:1px; + margin:0 0 20px; +} + +footer { + width:270px; + float:left; + position:fixed; + bottom:50px; + -webkit-font-smoothing:subpixel-antialiased; +} + +@media print, screen and (max-width: 960px) { + + div.wrapper { + width:auto; + margin:0; + } + + header, section, footer { + float:none; + position:static; + width:auto; + } + + header { + padding-right:320px; + } + + section { + border:1px solid #e5e5e5; + border-width:1px 0; + padding:20px 0; + margin:0 0 20px; + } + + header a small { + display:inline; + } + + header ul { + position:absolute; + right:50px; + top:52px; + } +} + +@media print, screen and (max-width: 720px) { + body { + word-wrap:break-word; + } + + header { + padding:0; + } + + header ul, header p.view { + position:static; + } + + pre, code { + word-wrap:normal; + } +} + +@media print, screen and (max-width: 480px) { + body { + padding:15px; + } + + .downloads { + width:99%; + } + + .downloads li, .downloads li + li + li { + width:33%; + } +} + +@media print { + body { + padding:0.4in; + font-size:12pt; + color:#444; + } +} diff --git a/old_website/_sass/rouge-github.scss b/old_website/_sass/rouge-github.scss new file mode 100644 index 0000000..daf76ad --- /dev/null +++ b/old_website/_sass/rouge-github.scss @@ -0,0 +1,209 @@ +.highlight table td { padding: 5px; } +.highlight table pre { margin: 0; } +.highlight .cm { + color: #999988; + font-style: italic; +} +.highlight .cp { + color: #999999; + font-weight: bold; +} +.highlight .c1 { + color: #999988; + font-style: italic; +} +.highlight .cs { + color: #999999; + font-weight: bold; + font-style: italic; +} +.highlight .c, .highlight .cd { + color: #999988; + font-style: italic; +} +.highlight .err { + color: #a61717; + background-color: #e3d2d2; +} +.highlight .gd { + color: #000000; + background-color: #ffdddd; +} +.highlight .ge { + color: #000000; + font-style: italic; +} +.highlight .gr { + color: #aa0000; +} +.highlight .gh { + color: #999999; +} +.highlight .gi { + color: #000000; + background-color: #ddffdd; +} +.highlight .go { + color: #888888; +} +.highlight .gp { + color: #555555; +} +.highlight .gs { + font-weight: bold; +} +.highlight .gu { + color: #aaaaaa; +} +.highlight .gt { + color: #aa0000; +} +.highlight .kc { + color: #000000; + font-weight: bold; +} +.highlight .kd { + color: #000000; + font-weight: bold; +} +.highlight .kn { + color: #000000; + font-weight: bold; +} +.highlight .kp { + color: #000000; + font-weight: bold; +} +.highlight .kr { + color: #000000; + font-weight: bold; +} +.highlight .kt { + color: #445588; + font-weight: bold; +} +.highlight .k, .highlight .kv { + color: #000000; + font-weight: bold; +} +.highlight .mf { + color: #009999; +} +.highlight .mh { + color: #009999; +} +.highlight .il { + color: #009999; +} +.highlight .mi { + color: #009999; +} +.highlight .mo { + color: #009999; +} +.highlight .m, .highlight .mb, .highlight .mx { + color: #009999; +} +.highlight .sb { + color: #d14; +} +.highlight .sc { + color: #d14; +} +.highlight .sd { + color: #d14; +} +.highlight .s2 { + color: #d14; +} +.highlight .se { + color: #d14; +} +.highlight .sh { + color: #d14; +} +.highlight .si { + color: #d14; +} +.highlight .sx { + color: #d14; +} +.highlight .sr { + color: #009926; +} +.highlight .s1 { + color: #d14; +} +.highlight .ss { + color: #990073; +} +.highlight .s { + color: #d14; +} +.highlight .na { + color: #008080; +} +.highlight .bp { + color: #999999; +} +.highlight .nb { + color: #0086B3; +} +.highlight .nc { + color: #445588; + font-weight: bold; +} +.highlight .no { + color: #008080; +} +.highlight .nd { + color: #3c5d5d; + font-weight: bold; +} +.highlight .ni { + color: #800080; +} +.highlight .ne { + color: #990000; + font-weight: bold; +} +.highlight .nf { + color: #990000; + font-weight: bold; +} +.highlight .nl { + color: #990000; + font-weight: bold; +} +.highlight .nn { + color: #555555; +} +.highlight .nt { + color: #000080; +} +.highlight .vc { + color: #008080; +} +.highlight .vg { + color: #008080; +} +.highlight .vi { + color: #008080; +} +.highlight .nv { + color: #008080; +} +.highlight .ow { + color: #000000; + font-weight: bold; +} +.highlight .o { + color: #000000; + font-weight: bold; +} +.highlight .w { + color: #bbbbbb; +} +.highlight { + background-color: #f8f8f8; +} diff --git a/old_website/another-page.md b/old_website/another-page.md new file mode 100644 index 0000000..c35fc64 --- /dev/null +++ b/old_website/another-page.md @@ -0,0 +1,15 @@ +--- +layout: default +--- + +## Un pequeño resumen de mi +[English here](./) + +El de la foto soy yo, Tomás Ahumada. Estoy actualmente cursando el tercer año del programa de doctorado en astronomía de la Universidad de Maryland, en College Park, EEUU. En los últimos dos años he estado trabajando con el Dr. Leo Singer (NASA) usando el instrumento Zwicky Transient Facility (ZTF) para buscar las esquivas contrapartes ópticas de los 'short Gamma-ray Bursts' y de ondas gravitacionales. Usamos este instrumento porque las localizaciones entregadas por los detectores de rayos gamma y ondas gravitacionales normalmente cubren cientos de grados cuadrados. En otras palabras, una gran porción del cielo. La ventaja de ZTF es que cada imagen cubre gran parte del cielo también, por lo que podemos tomar varias imagenes de la zona para maximizar la probabilidad de encontrar la contraparte. + +Egresé de la Licenciatura en Astronomía de la P. Universidad Católica de Chile en Junio de 2016 y durante mi pregrado trabajé con el Prof. Felipe Barrientos y el Prof. Karim Pichara construyendo un clasificador de 'ramdom forest' para separar con mayor presición los quasares de la campaña observacional ATLAS. + +En el verano de 2016 (Enero-Marzo) fui parte del programa 'Práctica en Investigación en Astronomía' organizado por el Observatorio Cerro Tololo (CTIO). Durante 10 semanas trabajé con el Dr. Bryan Miller del Observatorio Gemini en la detección de cúmulos globulares de la galaxia NGC3923. Gracias a esa experiencia pude participar en la conferencia de invierno de la American Astronomical Society (AAS) y presentar mi trabajo por primera vez fuera de Chile. Este trabajo lo continué una vez egresado del pregrado, como interno en el observatorio Gemini. Durante esos 6 meses trabajamos en el modelamiento de la luz de la galaxia para estudiar las prominentes capas ('shells') de esta misma. + + + diff --git a/assets/css/style.scss b/old_website/assets/css/style.scss similarity index 100% rename from assets/css/style.scss rename to old_website/assets/css/style.scss diff --git a/assets/fonts/Noto-Sans-700/Noto-Sans-700.eot b/old_website/assets/fonts/Noto-Sans-700/Noto-Sans-700.eot similarity index 100% rename from assets/fonts/Noto-Sans-700/Noto-Sans-700.eot rename to old_website/assets/fonts/Noto-Sans-700/Noto-Sans-700.eot diff --git a/assets/fonts/Noto-Sans-700/Noto-Sans-700.svg b/old_website/assets/fonts/Noto-Sans-700/Noto-Sans-700.svg similarity index 100% rename from assets/fonts/Noto-Sans-700/Noto-Sans-700.svg rename to old_website/assets/fonts/Noto-Sans-700/Noto-Sans-700.svg diff --git a/assets/fonts/Noto-Sans-700/Noto-Sans-700.ttf b/old_website/assets/fonts/Noto-Sans-700/Noto-Sans-700.ttf similarity index 100% rename from assets/fonts/Noto-Sans-700/Noto-Sans-700.ttf rename to old_website/assets/fonts/Noto-Sans-700/Noto-Sans-700.ttf diff --git a/assets/fonts/Noto-Sans-700/Noto-Sans-700.woff b/old_website/assets/fonts/Noto-Sans-700/Noto-Sans-700.woff similarity index 100% rename from assets/fonts/Noto-Sans-700/Noto-Sans-700.woff rename to old_website/assets/fonts/Noto-Sans-700/Noto-Sans-700.woff diff --git a/assets/fonts/Noto-Sans-700/Noto-Sans-700.woff2 b/old_website/assets/fonts/Noto-Sans-700/Noto-Sans-700.woff2 similarity index 100% rename from assets/fonts/Noto-Sans-700/Noto-Sans-700.woff2 rename to old_website/assets/fonts/Noto-Sans-700/Noto-Sans-700.woff2 diff --git a/assets/fonts/Noto-Sans-700italic/Noto-Sans-700italic.eot b/old_website/assets/fonts/Noto-Sans-700italic/Noto-Sans-700italic.eot similarity index 100% rename from assets/fonts/Noto-Sans-700italic/Noto-Sans-700italic.eot rename to old_website/assets/fonts/Noto-Sans-700italic/Noto-Sans-700italic.eot diff --git a/assets/fonts/Noto-Sans-700italic/Noto-Sans-700italic.svg b/old_website/assets/fonts/Noto-Sans-700italic/Noto-Sans-700italic.svg similarity index 100% rename from assets/fonts/Noto-Sans-700italic/Noto-Sans-700italic.svg rename to old_website/assets/fonts/Noto-Sans-700italic/Noto-Sans-700italic.svg diff --git a/assets/fonts/Noto-Sans-700italic/Noto-Sans-700italic.ttf b/old_website/assets/fonts/Noto-Sans-700italic/Noto-Sans-700italic.ttf similarity index 100% rename from assets/fonts/Noto-Sans-700italic/Noto-Sans-700italic.ttf rename to old_website/assets/fonts/Noto-Sans-700italic/Noto-Sans-700italic.ttf diff --git a/assets/fonts/Noto-Sans-700italic/Noto-Sans-700italic.woff b/old_website/assets/fonts/Noto-Sans-700italic/Noto-Sans-700italic.woff similarity index 100% rename from assets/fonts/Noto-Sans-700italic/Noto-Sans-700italic.woff rename to old_website/assets/fonts/Noto-Sans-700italic/Noto-Sans-700italic.woff diff --git a/assets/fonts/Noto-Sans-700italic/Noto-Sans-700italic.woff2 b/old_website/assets/fonts/Noto-Sans-700italic/Noto-Sans-700italic.woff2 similarity index 100% rename from assets/fonts/Noto-Sans-700italic/Noto-Sans-700italic.woff2 rename to old_website/assets/fonts/Noto-Sans-700italic/Noto-Sans-700italic.woff2 diff --git a/assets/fonts/Noto-Sans-italic/Noto-Sans-italic.eot b/old_website/assets/fonts/Noto-Sans-italic/Noto-Sans-italic.eot similarity index 100% rename from assets/fonts/Noto-Sans-italic/Noto-Sans-italic.eot rename to old_website/assets/fonts/Noto-Sans-italic/Noto-Sans-italic.eot diff --git a/assets/fonts/Noto-Sans-italic/Noto-Sans-italic.svg b/old_website/assets/fonts/Noto-Sans-italic/Noto-Sans-italic.svg similarity index 100% rename from assets/fonts/Noto-Sans-italic/Noto-Sans-italic.svg rename to old_website/assets/fonts/Noto-Sans-italic/Noto-Sans-italic.svg diff --git a/assets/fonts/Noto-Sans-italic/Noto-Sans-italic.ttf b/old_website/assets/fonts/Noto-Sans-italic/Noto-Sans-italic.ttf similarity index 100% rename from assets/fonts/Noto-Sans-italic/Noto-Sans-italic.ttf rename to old_website/assets/fonts/Noto-Sans-italic/Noto-Sans-italic.ttf diff --git a/assets/fonts/Noto-Sans-italic/Noto-Sans-italic.woff b/old_website/assets/fonts/Noto-Sans-italic/Noto-Sans-italic.woff similarity index 100% rename from assets/fonts/Noto-Sans-italic/Noto-Sans-italic.woff rename to old_website/assets/fonts/Noto-Sans-italic/Noto-Sans-italic.woff diff --git a/assets/fonts/Noto-Sans-italic/Noto-Sans-italic.woff2 b/old_website/assets/fonts/Noto-Sans-italic/Noto-Sans-italic.woff2 similarity index 100% rename from assets/fonts/Noto-Sans-italic/Noto-Sans-italic.woff2 rename to old_website/assets/fonts/Noto-Sans-italic/Noto-Sans-italic.woff2 diff --git a/assets/fonts/Noto-Sans-regular/Noto-Sans-regular.eot b/old_website/assets/fonts/Noto-Sans-regular/Noto-Sans-regular.eot similarity index 100% rename from assets/fonts/Noto-Sans-regular/Noto-Sans-regular.eot rename to old_website/assets/fonts/Noto-Sans-regular/Noto-Sans-regular.eot diff --git a/assets/fonts/Noto-Sans-regular/Noto-Sans-regular.svg b/old_website/assets/fonts/Noto-Sans-regular/Noto-Sans-regular.svg similarity index 100% rename from assets/fonts/Noto-Sans-regular/Noto-Sans-regular.svg rename to old_website/assets/fonts/Noto-Sans-regular/Noto-Sans-regular.svg diff --git a/assets/fonts/Noto-Sans-regular/Noto-Sans-regular.ttf b/old_website/assets/fonts/Noto-Sans-regular/Noto-Sans-regular.ttf similarity index 100% rename from assets/fonts/Noto-Sans-regular/Noto-Sans-regular.ttf rename to old_website/assets/fonts/Noto-Sans-regular/Noto-Sans-regular.ttf diff --git a/assets/fonts/Noto-Sans-regular/Noto-Sans-regular.woff b/old_website/assets/fonts/Noto-Sans-regular/Noto-Sans-regular.woff similarity index 100% rename from assets/fonts/Noto-Sans-regular/Noto-Sans-regular.woff rename to old_website/assets/fonts/Noto-Sans-regular/Noto-Sans-regular.woff diff --git a/assets/fonts/Noto-Sans-regular/Noto-Sans-regular.woff2 b/old_website/assets/fonts/Noto-Sans-regular/Noto-Sans-regular.woff2 similarity index 100% rename from assets/fonts/Noto-Sans-regular/Noto-Sans-regular.woff2 rename to old_website/assets/fonts/Noto-Sans-regular/Noto-Sans-regular.woff2 diff --git a/assets/img/IMG_3056.HEIC b/old_website/assets/img/IMG_3056.HEIC similarity index 100% rename from assets/img/IMG_3056.HEIC rename to old_website/assets/img/IMG_3056.HEIC diff --git a/assets/img/IMG_5967.JPG b/old_website/assets/img/IMG_5967.JPG similarity index 100% rename from assets/img/IMG_5967.JPG rename to old_website/assets/img/IMG_5967.JPG diff --git a/assets/img/logo.png b/old_website/assets/img/logo.png similarity index 100% rename from assets/img/logo.png rename to old_website/assets/img/logo.png diff --git a/assets/img/test1.jpg b/old_website/assets/img/test1.jpg similarity index 100% rename from assets/img/test1.jpg rename to old_website/assets/img/test1.jpg diff --git a/assets/js/scale.fix.js b/old_website/assets/js/scale.fix.js similarity index 100% rename from assets/js/scale.fix.js rename to old_website/assets/js/scale.fix.js diff --git a/old_website/bio_es.md b/old_website/bio_es.md new file mode 100644 index 0000000..c35fc64 --- /dev/null +++ b/old_website/bio_es.md @@ -0,0 +1,15 @@ +--- +layout: default +--- + +## Un pequeño resumen de mi +[English here](./) + +El de la foto soy yo, Tomás Ahumada. Estoy actualmente cursando el tercer año del programa de doctorado en astronomía de la Universidad de Maryland, en College Park, EEUU. En los últimos dos años he estado trabajando con el Dr. Leo Singer (NASA) usando el instrumento Zwicky Transient Facility (ZTF) para buscar las esquivas contrapartes ópticas de los 'short Gamma-ray Bursts' y de ondas gravitacionales. Usamos este instrumento porque las localizaciones entregadas por los detectores de rayos gamma y ondas gravitacionales normalmente cubren cientos de grados cuadrados. En otras palabras, una gran porción del cielo. La ventaja de ZTF es que cada imagen cubre gran parte del cielo también, por lo que podemos tomar varias imagenes de la zona para maximizar la probabilidad de encontrar la contraparte. + +Egresé de la Licenciatura en Astronomía de la P. Universidad Católica de Chile en Junio de 2016 y durante mi pregrado trabajé con el Prof. Felipe Barrientos y el Prof. Karim Pichara construyendo un clasificador de 'ramdom forest' para separar con mayor presición los quasares de la campaña observacional ATLAS. + +En el verano de 2016 (Enero-Marzo) fui parte del programa 'Práctica en Investigación en Astronomía' organizado por el Observatorio Cerro Tololo (CTIO). Durante 10 semanas trabajé con el Dr. Bryan Miller del Observatorio Gemini en la detección de cúmulos globulares de la galaxia NGC3923. Gracias a esa experiencia pude participar en la conferencia de invierno de la American Astronomical Society (AAS) y presentar mi trabajo por primera vez fuera de Chile. Este trabajo lo continué una vez egresado del pregrado, como interno en el observatorio Gemini. Durante esos 6 meses trabajamos en el modelamiento de la luz de la galaxia para estudiar las prominentes capas ('shells') de esta misma. + + + diff --git a/old_website/docs/CODE_OF_CONDUCT.md b/old_website/docs/CODE_OF_CONDUCT.md new file mode 100644 index 0000000..ab1a9a1 --- /dev/null +++ b/old_website/docs/CODE_OF_CONDUCT.md @@ -0,0 +1,46 @@ +# Contributor Covenant Code of Conduct + +## Our Pledge + +In the interest of fostering an open and welcoming environment, we as contributors and maintainers pledge to making participation in our project and our community a harassment-free experience for everyone, regardless of age, body size, disability, ethnicity, gender identity and expression, level of experience, nationality, personal appearance, race, religion, or sexual identity and orientation. + +## Our Standards + +Examples of behavior that contributes to creating a positive environment include: + +* Using welcoming and inclusive language +* Being respectful of differing viewpoints and experiences +* Gracefully accepting constructive criticism +* Focusing on what is best for the community +* Showing empathy towards other community members + +Examples of unacceptable behavior by participants include: + +* The use of sexualized language or imagery and unwelcome sexual attention or advances +* Trolling, insulting/derogatory comments, and personal or political attacks +* Public or private harassment +* Publishing others' private information, such as a physical or electronic address, without explicit permission +* Other conduct which could reasonably be considered inappropriate in a professional setting + +## Our Responsibilities + +Project maintainers are responsible for clarifying the standards of acceptable behavior and are expected to take appropriate and fair corrective action in response to any instances of unacceptable behavior. + +Project maintainers have the right and responsibility to remove, edit, or reject comments, commits, code, wiki edits, issues, and other contributions that are not aligned to this Code of Conduct, or to ban temporarily or permanently any contributor for other behaviors that they deem inappropriate, threatening, offensive, or harmful. + +## Scope + +This Code of Conduct applies both within project spaces and in public spaces when an individual is representing the project or its community. Examples of representing a project or community include using an official project e-mail address, posting via an official social media account, or acting as an appointed representative at an online or offline event. Representation of a project may be further defined and clarified by project maintainers. + +## Enforcement + +Instances of abusive, harassing, or otherwise unacceptable behavior may be reported by contacting the project team at opensource@github.com. The project team will review and investigate all complaints, and will respond in a way that it deems appropriate to the circumstances. The project team is obligated to maintain confidentiality with regard to the reporter of an incident. Further details of specific enforcement policies may be posted separately. + +Project maintainers who do not follow or enforce the Code of Conduct in good faith may face temporary or permanent repercussions as determined by other members of the project's leadership. + +## Attribution + +This Code of Conduct is adapted from the [Contributor Covenant][homepage], version 1.4, available at [http://contributor-covenant.org/version/1/4][version] + +[homepage]: http://contributor-covenant.org +[version]: http://contributor-covenant.org/version/1/4/ diff --git a/old_website/docs/CONTRIBUTING.md b/old_website/docs/CONTRIBUTING.md new file mode 100644 index 0000000..37c3520 --- /dev/null +++ b/old_website/docs/CONTRIBUTING.md @@ -0,0 +1,88 @@ +# Contributing to The Minimal Theme + +Hi there! We're thrilled that you'd like to contribute to The Minimal Theme. Your help is essential for keeping it great. + +The Minimal Theme is an open source project supported by the efforts of an entire community and built one contribution at a time by users like you. We'd love for you to get involved. Whatever your level of skill or however much time you can give, your contribution is greatly appreciated. There are many ways to contribute, from writing tutorials or blog posts, improving the documentation, submitting bug reports and feature requests, helping other users by commenting on issues, or writing code which can be incorporated into The Minimal Theme itself. + +Following these guidelines helps to communicate that you respect the time of the developers managing and developing this open source project. In return, they should reciprocate that respect in addressing your issue, assessing changes, and helping you finalize your pull requests. + + +## Looking for support? + +We'd love to help. Check out [the support guidelines](SUPPORT.md). + +## How to report a bug + +Think you found a bug? Please check [the list of open issues](https://github.com/pages-themes/minimal/issues) to see if your bug has already been reported. If it hasn't please [submit a new issue](https://github.com/pages-themes/minimal/issues/new). + +Here are a few tips for writing *great* bug reports: + +* Describe the specific problem (e.g., "widget doesn't turn clockwise" versus "getting an error") +* Include the steps to reproduce the bug, what you expected to happen, and what happened instead +* Check that you are using the latest version of the project and its dependencies +* Include what version of the project your using, as well as any relevant dependencies +* Only include one bug per issue. If you have discovered two bugs, please file two issues +* Even if you don't know how to fix the bug, including a failing test may help others track it down + +**If you find a security vulnerability, do not open an issue. Please email security@github.com instead.** + +## How to suggest a feature or enhancement + +If you find yourself wishing for a feature that doesn't exist in The Minimal Theme, you are probably not alone. There are bound to be others out there with similar needs. Many of the features that The Minimal Theme has today have been added because our users saw the need. + +Feature requests are welcome. But take a moment to find out whether your idea fits with the scope and goals of the project. It's up to you to make a strong case to convince the project's developers of the merits of this feature. Please provide as much detail and context as possible, including describing the problem you're trying to solve. + +[Open an issue](https://github.com/pages-themes/minimal/issues/new) which describes the feature you would like to see, why you want it, how it should work, etc. + + + +## Your first contribution + +We'd love for you to contribute to the project. Unsure where to begin contributing to The Minimal Theme? You can start by looking through these "good first issue" and "help wanted" issues: + +* [Good first issues](https://github.com/pages-themes/minimal/issues?q=is%3Aissue+is%3Aopen+label%3A%22good+first+issue%22) - issues which should only require a few lines of code and a test or two +* [Help wanted issues](https://github.com/pages-themes/minimal/issues?q=is%3Aissue+is%3Aopen+label%3A%22help+wanted%22) - issues which may be a bit more involved, but are specifically seeking community contributions + +*p.s. Feel free to ask for help; everyone is a beginner at first* :smiley_cat: + +## How to propose changes + +Here's a few general guidelines for proposing changes: + +* If you are making visual changes, include a screenshot of what the affected element looks like, both before and after. +* Follow the [Jekyll style guide](https://ben.balter.com/jekyll-style-guide). +* If you are changing any user-facing functionality, please be sure to update the documentation +* Each pull request should implement **one** feature or bug fix. If you want to add or fix more than one thing, submit more than one pull request +* Do not commit changes to files that are irrelevant to your feature or bug fix +* Don't bump the version number in your pull request (it will be bumped prior to release) +* Write [a good commit message](http://tbaggery.com/2008/04/19/a-note-about-git-commit-messages.html) + +At a high level, [the process for proposing changes](https://guides.github.com/introduction/flow/) is: + +1. [Fork](https://github.com/pages-themes/minimal/fork) and clone the project +2. Configure and install the dependencies: `script/bootstrap` +3. Make sure the tests pass on your machine: `script/cibuild` +4. Create a new branch: `git checkout -b my-branch-name` +5. Make your change, add tests, and make sure the tests still pass +6. Push to your fork and [submit a pull request](https://github.com/pages-themes/minimal/compare) +7. Pat your self on the back and wait for your pull request to be reviewed and merged + +**Interesting in submitting your first Pull Request?** It's easy! You can learn how from this *free* series [How to Contribute to an Open Source Project on GitHub](https://egghead.io/series/how-to-contribute-to-an-open-source-project-on-github) + +## Bootstrapping your local development environment + +`script/bootstrap` + +## Running tests + +`script/cibuild` + +## Code of conduct + +This project is governed by [the Contributor Covenant Code of Conduct](CODE_OF_CONDUCT.md). By participating, you are expected to uphold this code. + +## Additional Resources + +* [Contributing to Open Source on GitHub](https://guides.github.com/activities/contributing-to-open-source/) +* [Using Pull Requests](https://help.github.com/articles/using-pull-requests/) +* [GitHub Help](https://help.github.com) diff --git a/old_website/docs/SUPPORT.md b/old_website/docs/SUPPORT.md new file mode 100644 index 0000000..f4b158d --- /dev/null +++ b/old_website/docs/SUPPORT.md @@ -0,0 +1,9 @@ +## Where to get help + +If you think you've found a bug in The Minimal Theme, please [check the existing issues](https://github.com/pages-themes/minimal/issues), and if no one has reported the problem, [open a new issue](https://github.com/pages-themes/minimal/issues/new). + +If you have a general question about the theme, how to implement it, or how to customize it for your site you have two options: + +1. [Contact GitHub Support](https://github.com/contact?form%5Bsubject%5D=GitHub%20Pages%20theme%20pages-themes/minimal), or + +2. Ask your question of the Jekyll community on [talk.jekyllrb.com](https://talk.jekyllrb.com/) diff --git a/old_website/example_page b/old_website/example_page new file mode 100644 index 0000000..94d0059 --- /dev/null +++ b/old_website/example_page @@ -0,0 +1,124 @@ +--- +layout: default +--- + +Text can be **bold**, _italic_, or ~~strikethrough~~. + +[Link to another page](./another-page.html). + +There should be whitespace between paragraphs. + +There should be whitespace between paragraphs. We recommend including a README, or a file with information about your project. + +# Header 1 + +This is a normal paragraph following a header. GitHub is a code hosting platform for version control and collaboration. It lets you and others work together on projects from anywhere. + +## Header 2 + +> This is a blockquote following a header. +> +> When something is important enough, you do it even if the odds are not in your favor. + +### Header 3 + +```js +// Javascript code with syntax highlighting. +var fun = function lang(l) { + dateformat.i18n = require('./lang/' + l) + return true; +} +``` + +```ruby +# Ruby code with syntax highlighting +GitHubPages::Dependencies.gems.each do |gem, version| + s.add_dependency(gem, "= #{version}") +end +``` + +#### Header 4 + +* This is an unordered list following a header. +* This is an unordered list following a header. +* This is an unordered list following a header. + +##### Header 5 + +1. This is an ordered list following a header. +2. This is an ordered list following a header. +3. This is an ordered list following a header. + +###### Header 6 + +| head1 | head two | three | +|:-------------|:------------------|:------| +| ok | good swedish fish | nice | +| out of stock | good and plenty | nice | +| ok | good `oreos` | hmm | +| ok | good `zoute` drop | yumm | + +### There's a horizontal rule below this. + +* * * + +### Here is an unordered list: + +* Item foo +* Item bar +* Item baz +* Item zip + +### And an ordered list: + +1. Item one +1. Item two +1. Item three +1. Item four + +### And a nested list: + +- level 1 item + - level 2 item + - level 2 item + - level 3 item + - level 3 item +- level 1 item + - level 2 item + - level 2 item + - level 2 item +- level 1 item + - level 2 item + - level 2 item +- level 1 item + +### Small image + +![Octocat](https://assets-cdn.github.com/images/icons/emoji/octocat.png) + +### Large image + +![Branching](https://guides.github.com/activities/hello-world/branching.png) + + +### Definition lists can be used with HTML syntax. + +
    +
    Name
    +
    Godzilla
    +
    Born
    +
    1952
    +
    Birthplace
    +
    Japan
    +
    Color
    +
    Green
    +
    + +``` +Long, single-line code blocks should not wrap. They should horizontally scroll if they are too long. This line should be long enough to demonstrate this. +``` + +``` +The final element. +``` + diff --git a/old_website/glg_healpix_all_bn210204270_unocculted.fit b/old_website/glg_healpix_all_bn210204270_unocculted.fit new file mode 100644 index 0000000..3672110 --- /dev/null +++ b/old_website/glg_healpix_all_bn210204270_unocculted.fit @@ -0,0 +1,3529 @@ +SIMPLE = T / conforms to FITS standard BITPIX = 8 / array data type NAXIS = 0 / number of array dimensions EXTEND = T CREATOR = 'GBM_healpix.py 2.0' FILETYPE= 'IMAGE ' / Name for this type of FITS file TELESCOP= 'GLAST ' / Name of mission/satellite INSTRUME= 'GBM ' / Specific instrument used for observation OBSERVER= 'Meegan ' / GLAST Burst Monitor P.I. ORIGIN = 'GIOC ' / Name of organization making file DATE = '2021-02-04T10:01:38' / file creation date (YYYY-MM-DDThh:mm:ss UT) DATE-OBS= '2021-02-04T06:27:13' / Date of start of observation DATE-END= '2021-02-04T06:37:27' / Date of end of observation TIMESYS = 'TT ' / Time system used in time keywords TIMEUNIT= 's ' / Time since MJDREF, used in TSTART and TSTOP MJDREFI = 51910 / MJD of GLAST reference epoch, integer part MJDREFF = '7.428703703703703e-4' / MJD of GLAST reference epoch, fractional partTSTART = 634112833.437526 / [GLAST MET] Observation start time TSTOP = 634113447.849066 / [GLAST MET] Observation stop time FILENAME= 'glg_healpix_all_bn210204270_v01.fit' TRIGTIME= 634112970.655966 / Trigger time relative to MJDREF, double precisiOBJECT = 'GRB210204270' / Burst name in standard format, yymmddfff RADECSYS= 'FK5 ' / Stellar reference frame EQUINOX = 2000.0 / Equinox for RA and Dec RA_OBJ = 116.12 / Calculated RA of burst DEC_OBJ = 12.7 / Calculated Dec of burst ERR_RAD = 1.32 / Calculated Location Error Radius THETA = 65.503 / [deg] Angle from spacecraft zenith PHI = 188.592 / [deg] Angle from spacecraft +X axis toward +Y LOC_SRC = 'Fermi, GBM' / Mission/Instrument providing the localization CLASS = 'GRB ' / Classification of trigger OBJ_CLAS= 'GRB ' / Classification of trigger GEO_LONG= 194.1833 / [deg] Spacecraft geographical east longitude GEO_LAT = 24.75 / [deg] Spacecraft geographical north latitude RA_SCX = 322.4019 / [deg] Pointing of spacecraft x-axis: RA DEC_SCX = -18.0891 / [deg] Pointing of spacecraft x-axis: Dec RA_SCZ = 61.1629 / [deg] Pointing of spacecraft z-axis: RA DEC_SCZ = -24.9998 / [deg] Pointing of spacecraft z-axis: Dec LOC_VER = 'dol v4.15adb3' / Version string of localizing software LOC_ENRG= '(50, 300)' / Energy range used for localization LMETHOD = 'Interactive' / Method of localization CHECKSUM= 'W4aHX1R9W1XEW1X9' / HDU checksum updated 2021-02-05T13:48:11 DATASUM = '0 ' / data unit checksum updated 2021-02-05T13:48:11 END XTENSION= 'BINTABLE' / binary table extension BITPIX = 8 / array data type NAXIS = 2 / number of array dimensions NAXIS1 = 8192 / length of dimension 1 NAXIS2 = 192 / length of dimension 2 PCOUNT = 0 / number of group parameters GCOUNT = 1 / number of groups TFIELDS = 2 / number of table fields TTYPE1 = 'PROBABILITY' / Differential probability per pixel TFORM1 = '1024E ' TTYPE2 = 'SIGNIFICANCE' / Integrated probability TFORM2 = '1024E ' PIXTYPE = 'HEALPIX ' / HEALPIX pixelisation ORDERING= 'NESTED ' / Pixel ordering scheme, either RING or NESTED COORDSYS= 'C ' / Ecliptic, Galactic or Celestial (equatorial) EXTNAME = 'HEALPIX ' / name of this binary table extension NSIDE = 128 / Resolution parameter of HEALPIX FIRSTPIX= 0 / First pixel # (0 based) LASTPIX = 196608 / Last pixel # (0 based) INDXSCHM= 'IMPLICIT' / Indexing: IMPLICIT or EXPLICIT OBJECT = 'GRB210204270' / Sky coverage, either FULLSKY or PARTIAL SUN_RA = 317.8270788224626 / RA of Sun SUN_DEC = -16.22698054900586 / Dec of Sun GEO_RA = 261.1905094556336 / RA of Geocenter relative to Fermi GEO_DEC = -22.50224772117364 / Dec of Geocenter relative to Fermi GEO_RAD = 67.52137439899168 / Radius of the Earth N0_RA = 61.43294266078619 / RA pointing for detector n0 N0_DEC = -45.6358891588896 / Dec pointing for detector n0 N1_RA = 34.73456090061218 / RA pointing for detector n1 N1_DEC = -65.77602266505727 / Dec pointing for detector n1 N2_RA = 265.3429966806795 / RA pointing for detector n2 N2_DEC = -62.54494572438391 / Dec pointing for detector n2 N3_RA = 28.88723854533037 / RA pointing for detector n3 N3_DEC = -5.45966928392007 / Dec pointing for detector n3 N4_RA = 356.1698605877363 / RA pointing for detector n4 N4_DEC = 28.3459550595872 / Dec pointing for detector n4 N5_RA = 327.6055717572743 / RA pointing for detector n5 N5_DEC = -25.22272700815677 / Dec pointing for detector n5 N6_RA = 77.86750414623322 / RA pointing for detector n6 N6_DEC = -7.16796489935357 / Dec pointing for detector n6 N7_RA = 86.19900743564637 / RA pointing for detector n7 N7_DEC = 17.23034145416832 / Dec pointing for detector n7 N8_RA = 89.26386809368374 / RA pointing for detector n8 N8_DEC = 62.25711896196795 / Dec pointing for detector n8 N9_RA = 123.2429013659035 / RA pointing for detector n9 N9_DEC = -31.96011505844396 / Dec pointing for detector n9 NA_RA = 176.5116481643322 / RA pointing for detector na NA_DEC = -27.49666469316396 / Dec pointing for detector na NB_RA = 147.4992395032682 / RA pointing for detector nb NB_DEC = 25.61639367430332 / Dec pointing for detector nb B0_RA = 329.1858620191899 / RA pointing for detector b0 B0_DEC = -22.19390511721879 / Dec pointing for detector b0 B1_RA = 149.18586201919 / RA pointing for detector b1 B1_DEC = 22.19390511721878 / Dec pointing for detector b1 CHECKSUM= 'SHpAT9n0SEn7S9n7' / HDU checksum updated 2021-02-05T13:48:11 DATASUM = '2643990815' / data unit checksum updated 2021-02-05T13:48:11 COMMENT SCPOS: [ 976114. 6298412. 2640325.] COMMENT QUAT: [-0.78830893 0.31885356 0.02702949 0.52551766] END /p/O/]=/zOX/͓//|//KGG/f/:/SX/R//o/ 3//^/dv/q/0 /B0y//=[/%/<///7#/p/+U/B /-W/2]/[E/xL/IE/d//#T//D/8/QH/)[/?/D/Y/I//S/P/0//l7//Y$/ua/ڷ/"//J001 050#;0F0_u07V0M0s0lD/W0 +g0)0=00.0y00f0><00-00Ѷ0T0n0D20[00f0v_@0[/R//Ј/0eK0!D0*0O///-/nA/~0{/M/@04g0J0&0:00c*20~O0QY0jq0HQ0,w0 0O0@j0X010FQ.n/ 4.݇+.T/{|/0 /t/!Z.ʺH..p .҈^/t/.$/ZR/G-/a(n/6/N/~P//iS/s/'Yw/=N/J/-w/U/q[/D /]..U... o.ڄ.E..8...@...LJ..~/ Z//s/t/3/K/$/: ./..//*_u/ ///Qg//o/=/*//#/T"//z//"/ܚ/v/00/zv00#d07%0K0(/ N/2/Ar/1\0 +00e/u0|=/eK/W/R#/m&/N/2y///@/YR/0F_/GG/u ?//`/}6/F/Ϲ//d/T0/A/2//4//{"/ĩe/ /pW/ʲ0õ!0tX008010A00700(0;h0'00A0k1 }1(1 η11:Պ1Ovz1,j1@w1D10Q11111D1$k0:m00'00{r00v0f0q0.F0^0y&0X0<090v0ܳJ000,110h1 u0D0ц@0o0P0C1 0H50(1f*N1 1U*1lYY1D1O11_1ER1Z161Je1r}191`z1x181'151_1Җ1* 1Z)1l1vB11[11 L1d1>111(S1;Xy1 1-61O]1f1@1T-1+|1 01!1\11t1D1$15ߡ1~11k_1F41y1*11B1Y'1q +1Io;1^13Z11vhV1 0M0eq0T1cϊ1{1R1hJ1*1/1wB1">71Bvp1VP131F0!0Ņ/000y0K0A%0000<0D0O000Z110%1 +N1%@17C11)H00 0ӑ01 11e1M.k./B.WIN.t,.}.&.;.'.DZ%._}.3".K.~).f.g\..q.ޮ.~i.ˊ0.5/}.4/=........).#&.9..)^.S#.p .@.[X._.O-q. Q./F.G. .6HX..#.yL...T...ca.&.OR.k..:.&. /!Y/6F/?/&/M/ho/<^/T/5/. +/ ;/,h/B//2/~/#R/o/c/}^////[[9/w/HP/bL/ */Y/~/H..LR.3`.V/E/"B/V/.Vk.2..». A/;.Qn. +(/7͊/O./()/=/iSf/C/U/pl/ͳ/-{Z/ ,//C/\/2/IsC-[ -?-"-.و.&*. .J~-o-(-ڡ--r. (-5-m.<.V.,3I.C.t.rz.^c.|.B.2t.܌.".J=.fW.8.R--` --ty-/0-M--ϻ-}--fU-h---U-m.+.K-ʍ.2.(n=.?hC.lj..jR-|-w- -p_. Z.-l...Y.=Z.P.>x.a.Z._.%. c.nY.$.œ..".M//\./&/#/8P//(.֗.^..lK//)&./ .YR.v.F.`..-.~3.U.4.L.$}.:.hk..S.p2..;.U..Z//.Д.`....܆.z ./..`/ȩ/15//x0:)0/ +0//%///F///ʘ/D0$\*07d00(Ţ0M0d00T<0/0B 0j00h000B0C0q0li00Xܝ0qC00_0(0b/Ov/iK/=/U/ :/h/o//-/C`//2|/[?/v/H/al/z/:/I/W/҃/By/N/ /eg/#/}o/M/x/b0/,/$!/)/#r/D/q/7/N/((/= +\.|/.݉T./'/,/ #//g//TO1/n6!/z/6///B@/Z/1z/G~k/ts/F/_/z0*0&/Q0A0 403A0~Y0$S/D/m/,/w0Ri0#/>g0 +]0G0;0]l06 0K`>0u0g0ag0z0'0:O0q0+n0O0fS0>0S/h//@////в5*6 5`5p6756N6'_6=6i W6zs6U6pФ6c6.CK6 +66DW6\gx636I55=55~5A5~555j5k5Sj5sJ5x +5Հ5.5^5Q65&6`6$ 69;66)]5b555S6 65ei6 727$ ^7&l7757I7(*7;O627 Q6&7o77-K7J7 a7`ݡ7y7P7g/ +778`7^*7X%7@N7Ui727F 7mV77[7tC&6!6{_6ܤ6(;776w7 6<6ɖ6[6w666a6jW7%r777|7)7K17bӽ7*6ɸN6677ҟ7K\,7)o7;7a87y7P7f~7(7-77 Tr7@7U72,7DB7׺77n67ͽ7 7I7c?77k77Yd7p7_7f7g=7O77`643O34;3J3l2[3#QF3GV3L4334`4R4?A4o 4֢44644 4K44,#4}?4#4W45=_5[5)h5E5~C5m5d5x5{50M65L5׻5MME5n"%57q5U5 5Ժ5&5!5585w5G5Ak55va5Hu5R5Ϛ554s5 4E:4S,5$5?O55+J4444b5G{5455]585G]5fQ5+55u5A52v5O65a59f5o55V5w1XX)2# ^2 +|3?32Ё3[^ tK2h}3m//02y34 3@348*4dg44D(3zű3I3.3434$34ճ2,rXZ| R14.B~DwIm2}o"EWtܳ92ԅ3J727i33Z;33g[3ϱ/l2|017j3|3)2 38ƕ444s4y44434&4Oc440T4\ 4 t4ܰ4 4y55%_4SQ5Wa5?5^[5+5HC4I544&5u952f5l054vf4;3444h_44F#4w634334'@4Re4 424m444^45fZ4RY44Q4{@4^)4M=4+4ߢf4wU46T;6$6 6R269V6P6)26?5 +6556/6/I6 u6n6j 66V6qD6lk6s6Q66D(6\z63 6IQ6x +36AS6cD6~v5zt5ޡ5C5Ȱ5}65e65M5l5r55L5fV5a56$>+68r66(չ6O=6hP6> 6U06655E6 +6-6C26}62>a66N6u66t72*6ٟ66y666ޯ6J|66|6*77"27a7727Ea7%O766p7 +6y67{7(i7 7V666nX6U66%6B6q6ZG6tV6G|6_6y^6 6z6!6*#6-66!P7ܮ7+D6o7;6:6@6z6 6J66tD6o 5^5x5fX5555y25q5OTp5oF595Vmk5xK55vD55aP5]%5ǝ56۠6"IX66Q5E55o5i56855G5%q5?^5p?5+5]5xr5GqX5e<5P5(X4z +5L515N\5G585z-5g5H55J5_55|5mx 5_5Uh5t5Ͽ5'5u5n566[I6LhA6&6:]6f+6h:6RO6jr=6>6+,6 6|6@pS6V6/6D:66FG6L6@E6C6i9666o]6o6[l~6t656,6O6Y5P6 x5o5r6J&63b6@6#i5ف5z5^w5K 66 +-5|>6b6H6`#67%v6L]6zUJ66e66'Q6;F6r6+|c6Qe6ir6?6U1(2 1V +2j2p2)221*1f1#.1O2P2d1X622:r2Li@2-8S2=F2_2u2P2cX2 ^20nG2I2#2AV2S23<2D1.1d1=Q1v1W<1'1ԋ1i1?K1o1& +111ؔ1L:1ȕ 2 +}N22i(2 2&s262+2)W121}1$2R222c2x2E2y_2 2D2`2}2n2g2|2W2k2922Uv22|2*52^222X'2Ъ2222224r222K2G2ZQ29Y2JH2no22]d2q2+2< O2m2.h2Mx2`I2>2Ph2n2f222t22222t}2:*2b*2wV222\2f<11&%1j1*11g11v1m\1 1[Fw1qy1P11b711)1C]11Ϝ|1s21A11΃11111Z1$1h1J{&1_1:1NY1vv1x1cw1zϟ1,qF1>p1 I1//1R1g1A1U1j1I1-11vm1111E1C1koT11%1<,1ay1Z22!P22п202A2#22152 +Œ1ꦢ2w22%ʗ2 22RJ2e}a2C=P2T\2y 2 2g2|(242EL2'262Vn2i2G-2Xi111:12Z2+[1P21p1`i11o1ޝ'1l112383Uj&3e"3Fŧ3Ur33,H33 F39 i3F3,.383ue33d3u\333R3mt3U83d3Fv23T#3ts3D3cȦ3s%22I]2222K2\2@2~422k222D2722Ź2Kk2>2̟2#3U2L2~22M22O2>2݀2F2͢\2ZpK2mMp2J\2[.22d2n2d2;dR2K,2-u2<2]I2oǐ2L?2^2-22(222)222b222p2;2a2223 +O&393"3 +gG3 #3, J33;2]32ݹ23 +UE33{3 +383E3+383S3bm3E,h3R33+"3D337R3D(3*]#36Q2&2ݰ|22Ͳ@23:2c22 Y222V2\22k42Ȧ3 323 Z3@3)aA3t3JO202}22}3`\3I2 +I3w*11"w1"1Z121E9%1$_1501 0P(0!11'1 1I1YF1o" 1Hr1\B1vl1e1rM1Np18پ1K1*h1;1_T1v m1N1b0P00K01G1h0X1)0”0m0je00ڲ0;0@ 0Q1 +1-b11k1>e1QS1/}1@1=10W1<1!111R1#1rI11O41k1311R1B[1 11y<1e1C11ʶ11cF1>Q1'61y2]2y1P2a1'd1 1O1O1ZV1&n1-11e1|=1S1h1;|1Y1 o1u1Cl1Vk14U1E1k5D11Xح1m11111kP1@1F'1Ư11811"1<[11:1Y@0-V0b 000#0̒e0E000h&0w)0j000c0;00.0<0>0,1 %101 + 0!y0Y0300b0c0w0q0WS0nJ0E0[f0<0B0r0h05(0Iy0&p08T0_.I0vZ0Lj0b=0j0^000īb0؞[00?0/00zԫ0x0G0:00v +1%16011'H1Gۏ1[18%l1I1 =11]1L1)J19131+GJ1o11\C1q1/\1=1 :11K1^z1;1MFZ1sp1,1`\W1t<0V10F081I11\k12k0ɱ0Ƒ0y060190|01,ʬ1=11.'1N1a1>k1O41w1 Z111/]]1?b1!v710i2 2.D2t2!nn2=02ML2/Z2>F2 C2I1g2 +2"120P22"ɶ2^ҟ2q:X2N?2_R2o22qB2~ 2>֒2N202?02_2q42N2_1q11؊1u2 +=2}~22 11ٝ1112{1x1P2#520Θ22#r2?T2N_20h2?A2 b2 22 2#l2082p2#b2o22֚2֤2}222<2e22q`)2'2p22462)222N222F2م22u22'*2V2ɏ022292_R2pO2N2^222p2332>92N20Z2>r_2^-2o2MD92\22-202*W22122nz2}2a2m2Bg2 f222_1LT1k11I1ɫ11 +18s1111=111XO1 1ż2`1~ 1}2 222 fv1ʎ1ۦ<11ʭ1)271ې1햾1v;1%Q1b1wEO1*111V1Q %1cr1@y1Q1x}1j1d1x1]11m1m1ʓ612t1e2! +2<2(Z22898LAa8,(8=w8`j8uP8PQ8dy8 8/_8BE8# ]8A8T$.838D88U8{P8&8"8^8hi88i{8&8X/w8mt8v88_j88 \84C78 /8&86o8e8)|;7=8|7(7z888x%8 8H8\W8:L8L8qo48@)8`;8u8,8=8 78/o8O8cm8@y8R88Դ8Q~888hJ8i848- +888tD8888?9 +k9<99 9$A]9299&C8n$9y"8=8e95U9K9 9~88p88$_88>8ۉ8b8yU8^8f8}#8 8N*88a8Ζ[8<888W9E8HB888H8z8n8?88͏87L7 71%707+e8 7G777&7l7d7%7=727{s8H8"<8 EH882<88CVB8%O847W8 i78!8l8'[8 q8 77 7?7O737Ɣ77B7 37o7l]O7iX7!7s%777Ɖ7;c7&7DZ887Xg87h7̶777z7]7ى768U8jܛ8F8Y+8C\8@v8mͰ887 8II8*A8:Z8[;8pa#8K8^8}88M8p8d8h8_8>8F588rR8~8ٮ88F8`8q8,r88h8<&8M8.J8>8Q8r78~8!80`8l8#Q8a$8tB8Pl8b*8q88w8ܼ8@8R82w8BI8e 48y{8S8fݸ9BLc9R/94vw9D%9d9wj9T9f|39(V96=9*9)9E9V097%9Gu9699y8999919eU9h+9{9W9ip99{i9|92{99l969!J9*ܾ99kJ9)9,,89889g69۶9D9P9H9YLP9:L9I9kE9}߶9ZW9l 9-R9;9 9.79J9Z9<%x9K*T9z99w99)99z9Ӂ9ܥ9?y939@g9999?>9:99-: d:S:A: y(9Ӝk9C9<9pC9:A9/9Z9^9l9~9٤9|`9(9}9 9lv99[n9l999,9k9 y9rk9c8999)9c9E9Tb99G989I9t39[9958۴88ǿ8I89 18t88&88`8(8څ808O3839(9!N9 +}9R9/s9<Ͷ9"#9/Q9e9 V89a99"v 9 vK9I8K8L8888ˑ(88S8݈88{88{8@88z8ܝr88tm8Z9,9 8Oe9c]888_8A8o88jA849K9[9=9K09l9~9[29l9/9=.9"9/B9K?9[6U9=9KD899B9~u9C99'9+C9 9l09}?(9Z9kK9֨9ZN9{999"9 ժ9$9/h89<}9"aF9/%29s9 89B099!9 dp9A9JT9Y:9;Շ9I9i9zkS9X9h49.d59;F9!89-af9He9W]]9:PB9G~7Y7pL7I4!7^&77P7u/7%79ذ7L7+o7= 7b=7x7Q7e7̆7!77c7Y7$<777(7n7}!7$7z7@7o747%7.`#797 7@7T<71Ċ7C77T677$=-74179l7&dJ7i7h7WA7lԵ7ߕ77Sg77F7ZZ677g17I^b7p 7q7]u7s@777678 H87t_8 7ş~7Г77e7a8k7ځ78$S838{S8&;8C8Uw85j8E}8 +8t8C28.8' 868+8(h7DF77JE77 z7ܣ^7 `7Q7ٷ7777777v7$78mw7t78U}88rr8'7ͽ7T 7NP7e78E77 D6666ſ7 ]m7z7F7 6]w666g67L6ל67(79x77+Z7LT7`7<[C7O(7f7f7S7 7-O7>77/16l]66y666ڨ6]6ȑ96tX6z6n{u666!6%6f67L6ް6'77"u71776˓6d6d6T687 +6O67vQ;7G7c7y57g7( 7a7%7R 7e:7AR}7T7{ 7I7h]&7~77E7"77u7<7N7$7Ҋ7 7}77n7f777]72Y>7C{7$!73(7Ux7j7E]7W 7~7&7 7s75J7F7'Q78d78Z7 +7lg?7u77 t7717Y7n27H/7[:7'7R7o7a8h]8}e48VZ8j878)8~U8+8F8X8878H 8k8#8YZ8l5N8/8c8_8U88͖E8/8 +8888O8=88Q8:8*89n8*8*8H8Z898IԞ8-8888+u8:b8zY8,!%8l8j8Z8m8=878z8I8JNd8Z8:ߴ8J8mH8d8[ o8l8o8:8s8ݦw9u9 +809Z88 88go8488̅8Q9[9 k9 +G99,QS9899*99 y8q89d9R}9T9-8[8688!888˙8?88{8|88UD8f88ը8l8.}8.m8`88u9x8$8U8C8ҿ88%8ק828r8Շ"787?7n888Sg8\777u7Ի787n7j8,z58; 8p8,8Jg8Z^8;8JW87L888]H8,8:ש88,\77_7'7e_7_7F7V7[7c77K7E7Ѯ7S7{7l7877l8C8%Q887D77ŗ7 m7`87灗78l8~#8ZN8kQ88-j -T-Q-.--.---v-@-$-a--mF-|-\--"---:k +-U>W-)J-A,--',=,[--/- b-B-s-"(-]|--|---Z$--IC+-e-63-Q-D--nd-.~..*6c.w..A,.[0.0.G-. B-D.'. m.6y.).%#.x.f[.bI.I.K.P..u.NW.i.<'.U-.1.k.q4<.]F--M-vj-S.$.,-j. --4I-:-%-m-b--l.+{.BU.Kd.1..\.x۟.H.c Q.n.!..:.6H.O.&`.,V-,vg,B6M,_,,,,/,)-<,f,R-,!-)^=--X,<,,j,>N,- 2,~,-;w->-|Q-lP--3/-E-[-i->-T-r~-p-/-#-;/-.02-t-+. .,K. +. l-E--<-l-.H)-{2.I-Ah-\-/-Hï-{z{-*-d-[- -6u--&4-PW-mc +-=-X%2---U---@y-{-;C-'-m-v}--?-9-S-W.Z."..h/z...ͮ.}..q.].C%.V.ڐ...-1. ].,.C.'.2->-N-̌-.ۉ.".J.o|.\.x.I!.b.@..Gm.g.7.O +.'S.=".iE(.E.U(.oW.~4/ +.w/z/)/1]//"WR.'L...ب//?.ݚ//F;q/]Q/5}/J/v՗//b/{/&&/9/K/)n/O/fۋ/=/S@..).k`.=:.1.߲.F.t..g. .6.q.i.!.P/ :/.=/{/-x/AP//1.P/t.Ց:.//"/v,/I,0,JĤ,,7,i=,,SY,sX,j,&,W,g2,@,\,.\,H,u,z,,XH,8},},H,{,}q,C,f9,c1,,d,p, o+>, _++P|,D,6*,,%n]+ ++B++]u,p,@+,{,Qvh,pR,>K,Z,(,H/,{ , ,,,Fħ,d,4x,dF,z,O,nC-^B-:,- /-,"-D--34, +x,n,B,z--#0-2-f-`---L3b-hq-_--)-"-:C-Sp-)t-A-p-F-[-y,G,ip,,ȿ,-X,N,E,,x, ,ts,Đq,X,',̡-b-/- - YF-HAp-c-6-OF-07-+,-C-&-=v-ڊ-,f+fI+mS+{9+Cw+++eA+Vk+k+`+qr +x+u+ʘ+K,+( ,=,$I],,e ,<ќ,Xj,+IJ,EJ+[,+֢+8 +,Ic,3,:,#|+[C+}v+G)+f+l+A7+B++4j+Q4+$t+>~+rY++\n@+~Ϭ+9?++R+̻N,w-,+F,<++a+ 4+ +ֳ++ÖS+(^,xy,v,b`U,,,u,f,,N _,l[O,;,WVN,^,U,vI,9,,,-X,ݥ- +-,-,,.I,|,vG,h-c\,z,,+,D;,У,2,`b,ɫ,M,j,i,#R,v,,;,V]&,*,Ct,QJ,U,lW,R,$,R,r@,,ua,JU,`, ,>%,Պ,e,-C-Ӱ-`-&-茶.3-ڼ=-s-i-=-|--Ǧ-g->-M.V.,. қ.ح.Bx.[\.2.H-h.5-I.." +.7O...'-V-ı-l-b-_-d-,-$-W]-tZ-Dl-_A1--'*-}Q--(-E-®- a.M.99-sI. J-?----y-$ . -ϯ-`.vW.@.ac.}. .T.g@..NVI.h.-WK]--j-s-;---EV-+-4v-_ -|S-L_-g0K-O.&-A}-H..|.,%. E*.J-ʇ-?-md-.x.u-a.^.A=.X.1 .F|.r`.,.^t.x."?$.6Q..&U.K.dH+.; +.Qfg-ε-{--q-׬u--Ū-rL---[-hj-5--,-g.V.- +. ].+.@.i.0P-Y.-n-b.u.!ٗ..*Nճ*`X*Z볂ϿP풳E@?K)Ƴv> t׈*4{ 31'@2q]2WAh@3ݱpb P6`oѕ4;y2M}Ş2]Wҝ#ͳ^2YN<a"^ԩJr Rɳ_泤p{o;zⳋb3Td3;3 3o/3G4L363R{2=o3'N12n3s33@3e4=4k44H%4|474x4"44)3ғ4 W4S!444{4_mY,2\-wn23ZEY2qk3K'vD-d0Z2aIc1;3S33u3w4%a4?N3r43,'3Gy2z +3Ev3Cx4=3mH3H7)!WrpHٮhɎvՃ)˳}Wtݳ=&~곞\ 쳗/(ێݳ?Ǵ H@۴ !Xod5]s l +Tδbش Ĵʴ }$׳*廛ϳ۳řJZ_(Գ鳳0&-y}ES0?xEMY䖳 زݳxj懳A68^z\'7{253Q<125"3_3D3v3|N8z1٧`,230z12g&9˳%N>1 rJ"jE(ϳ"8 BHⲶ\>vl/`2DgXݰׯeL2^f ҳV)DzgC!Œ4a4445 5$4'J54~44}V4V4˦5t4l4e5>߫5\;5*+5E1=5}W5ɛ5bغ55)50V5[55L+ 5jr5615RgV4kQ4r4I2^4y44~44ԛ4* 4S4 vg4414244_4]45 4=X4'm5#CA5<5qy5(w44f4G4“85^5G+4i55 5\55z 5%55$5I55K5q5255ƨ55n6 o6T!56 6/Y6C66255 5Yf5Q*6 6"6:6ju5X5xde5B';5_A55v5 +595-5H5g#53'5e5c5N5lyf5C5555:6#5K5g5z5V555_5 5yp53[43334?c4j 44H(3U33I3M44)3+4 i 4454w:44o4 $44ё4R4S643Y4]4D4$t44b3 l3cRp2e3G33O3~t3(<1]2@2!k33$3I42 N3L4\e4=S3C4ٺ4h4ga4Grk4t3;r4 3 + 3՝4(Uh4P%4 42_5 +(5 n4b5p59\5T_5%M5>K444L455*55d5sN55Za5yz5555yB5CC5`~5/_45I55!5fL5!4 +4_\44*4s554x4<4A44[A 4'444l4)5T54]y5 ]5"5O5lmJ5:=5T46544:i55&5>%595+Ah۴ 16\ Z( ' +@}Ӵf Lf ɥ[l;V2~( 㒴 :gc)LB )gtkTO^c;b ϴT_y= >d +z۴ v + %.Ǵm? t / b= +'㛈~߉ϻh ѳá_̳5ʰ'֋yV|H (I6ֳgm:>Ŏ)Գq`곜wtlx}{=hf,eYO'담t4K%HVئXf áѳ"В1Nn,|S2 3.GQN]اޜ݊ 6:(%OFjŴL{`u+ٴ.(nߴC TZ҉ {ro޴ԇ9_/輴/ (U&jcAXВ +2g  Yܴ.{z } δ {}px +L#뾊A&ޭ6;}ZPᵴRYkw𓐳T9CiEo7aݴ Ŵ r _ 35>1P οKpCr}[:F| +e"ô  .ѴWb7X2S=342u,|>+R>lXA113ei3J3'3V3C4I33235<22233Ń3Nl32u5Cth> ޲6Rc쳟"]%[ʳp-Z/'^dz~гM:2`/3 3f) 2R3 ݲI~QTY1N32 T2:4<4eU94x{4E54W4F4qg]4 44&M3;4 +4N4|-n40S4X<4J:404x4ʈ5584d;54V#444t`4Н>4-44ͥ3X3363L4"49kh394*.363 23O%!3Ì4R533?4b;4:4CL4l4[4C444$|p4K544-4w+4)f4Tb4sE3f@ڲ$pp8yr߷y.)B>?y ;cij2$ȲUM{ ܳU{2x"oBG錮TMAճ׀ ?߳m߳c]xFȳk0:),I^!Sj1xV2h3 E0C23e33"g3941O6W(2137]&2)2343 3445~4]o44?3i3<3N3Փ34!.3642+22%R2qzj1P)óqンBQj#q\ 3 U3e23"~3R3E3}3OL1L2Ǡt2337`3: 23M00)ȱ0 h0І0<+0PT0,Y0?H0a0/B0(00/0x0!,0fh0~0S0i'0vz0ٹ0Z0O0BL0V02a0E6Y0mF0Î0Y˞0pC/بT//Ƨ8/ܬ0x0m/0/)/\/e/0/q/ d//th0#050G0&80H%0\R070J.0 0/<0 0(0:!00*0.000yn0"80Cc0T000-0a0Z0K0d+090|01$0<+01 +1"k11^0000Ӓ01 0080s@00_t0v 0D00W00M>d0b0<~50O0x0h0d-0{/00” 05E000S00L00o0090*000@/b//>///эg/8/2r///k/\/K/D//^/20/ 00/*~0Q0f̙0@^0T z00 0001L0BI0"Z020}s040h00K0%00<0V0j0D0W!000lr0/0g/./U0g 0$a0 40/H/䯅/G/p/e0 +J/mH/Z040FLe0%i0660Yie0np0G0Zת0x0'l0 0D070I&0(80811Kn1AO1#:12E1R:1e1A1R1?1#1 +G +1|121BIT1$]12E1x11eF.1x1j1{11 +1S-1eE91By;1S*31x11e1x30y1 +]0|0|1K1$11 <10^000;11 ~0È1`]13)1Bth1$13 1Rk1d1B91RsN1*1$_1 {112Ҿ1A1$j12i1z1>1T1e11j1H1Ơ11e161 1K11}1ĕ1H1L1Z1"221?2j'1$,1W11k118*11*O1wFU1O1c21v.1?1H1K1I1Q1b1A 1P!1tε11au1s&1x111Oi101x;1ώO1KL1I1)=1111G1CX1X 1da0,00010-0<0ǂ30UC0 (0900000g01V1 0v1{11$=f1 tJ1,0ٍ0r0#0ٌa1Ui1 "0-1 704e0>'0of0ɜ040$000\0p0JQ0]0?T00q`00B0%V0Yo0 #0O000100a0Fz0C0B0DŽ0;0111@@Y1#101O1_1?'1N0A11"1 +181/1=ֿ1",1.1q4111^1nf1g11dD1J1L1\1/Tx/B#//j/J0/e/ɗX//H#/Q/[/q/8//OE/]n///$'//*..FA.`.I...&.i.4.{.j'z.).{..ߐ..o/Ȁ.փ.U///=/ .*...Y./.4.~H.VQ.pk.EAL.\k.5.DP.vK._.5.Jn.&X.9.a8.{O.OA.g).'".6..9..{Q.-.#o.L. ..{.X.R.lQ.M/0j/C7/"@/3d/Wy/m/FY/Z{A//$/ +/Y/6/HZ/'p/8/߬//p/`%/#@//qD/ /]N/s/K/`/./8/v0`/X.k/ _w.粄/./%/)/ /U.O.+../U/ް./o/;CW/N/,Q2/=5/b|/x3/P/d//.// /@H/R/0/B1b09S0KN]0**0:d0]0r{0L0^800a0+ߘ0:0 +0;0L0,06%6~5³6-6(tn6:6%6+0555ru55m5ëz55lY5ZQ5x%R5CZ5_dV5 55~6B55U5&55L6 +6[56 c5#@555Л5F55ΰ5]6w6>6cC6z66F666O36f([6=6R@16}@6jj6h56] +6"6 +66}e6j6J6Ф}6˜6Y:6^666>6 6656@6.6@660xT6T6j6Bi6Vs6/6 606,3626D'6"m}64 666m6o6 +6O66IV6Y26ov%6FA6[ J6ʯ6r6q:6͞7$7B7rM737i7 777_7s~7N?7`ld7|97)(7t8777ŧ7/77ց77[7ՄA7̩77e77t777/7=7N7.7>n7a<#7t7Os7a 7!a 7/77"FJ7?7Pk707?g77Y7u%777t77O7b o7u7PP7b777t7k~7I87N7q881887`7b7p7f7@87Oi758'o84868&8A8P-82Έ8?o8*W848"8 8%81v898#_7m7Ö7M7R77,79.757|7776m606z]6IV6 D6M6M66N6b6\6#6 6$46=6É7 +76s7 +z7# +707KG7"Q666}67 +7^67 +qL7T7|+7sM77e77t7"7`!7r7N7_F7C7z7p77D7s7%z7g7j77)7b7J77+7V7zL7 7M7D7>77M7/7=7]S7n"7Lvl7[ 7"+E7.7B7! 77z7s7\7Zcd7j7I<7X57|B7uk7hȖ7yJ5/5IK5535d5i5N%+5j5 w5!4h5#59E5S e5%5="55̪5h55R5ԉ55g5p.55W65t:55rl5i3545 D4Ŗ4ֱ55*4,5*5u4}4 f44p5Wn5-5g-5s +55+f5BO55.5[E!5vї5E5_ 555f55L55ˏ5wO55F~5z5l5C55?55 + 5LA4s5 }{5255Ir5 554܍#4v4>4▊5|v5#5u5f5bQ5~5M,5f55d5=55:a59;5Por5'Z5<5jB55S5m_6636t,6Q666626_M6uX6M6a|6_66vo666֪x666ˑ6^6k6M26N6MS6y=66œ6T6'n6À6<6N-6,w6=86bD6x6O+r6c=66- 6?6N6>6PO6.;6?{666xd6J66666d6y6Q6d6P6_6yd6'7 b76L7 +u7]7,z7*766v66|7jJ767ƕ797Gv7+E78E7Vb7e7EH7S77)7]7nc76-7Cs7'j73Ϡ6<6ӫ6[F6 z6, +65\6Ҫ6M6U6yK66h6#6e;6B67ʀ7\67[77&:77-6;Y6f:6ύ46977 6Z[76k6u566 6/66'5֞*55X!5ت66gJ5066@_j6Q-60I6@6d6x6Qњ6də6 }(6066!>6A66Q1606A55E555U55]5ۜ5r5V05Y+5qL5hr55v56%651-66!xD6166!u5L5Tz55/6x65m6Ps66`6xV6ep66@66y>6d6wr6Qld6c_66N6v6b6e6|6D6f6ޔ'666۟q6F96Po66y6<6ɯ6`6_6@6P6086@=6b`6t6O6a@6!q60x6 6!0m6?Qb6NY6/6>M66_Q6s!t66#6ɞ6d6z6_i^6qyS6Me6]y6W66oV6 +3O3333/3ϑ43A3u|335R3G3 `3 :3ߦ3!3ǘ41r43.4,4f4"4e43ˁ33364z4 39 43333~3333F3ö3'3)W3s33Q3z3<3)33623G3z3 33p33`3=3T3 3\3Lc3ȷ4, +454 ~4*4@T4J43A4=4R:4C4 f4|4'{4114r4%'4U4`ې4Gg4RT4lr4x\4]04hXd4:à4D4.~4754N[4Y>4A=%4Kr44 +3|4Z4v4]44A+33G3Ԗ3k34b3G3 4",4+44 &K44x4=4(t404 j4f4D4 M74(}4% 443rR3U3au3p}333V3E3Q3_3B{3P3n3~]x3]3l3G33xq3W3R333(33X,3ޛ3{373¬33C3353AeH3(/533(3NN3[|3?3L<3!3&M33,313=3%* 30 13i3x3Yh)3g*323 h3uP3:3I3V<3;o93GTK3d 3q3S&3`3 3ь{3k3#3v33?*3ټ333333ʱ*33L34ъ33 4a43no43'3&33т333oi33y3"303 3N3e3g3 +3133n3|13u3}q3:3P3H33 3'N33x3I3RD3z3Tm3f]3W33%334Jc44s444zE44t4c#4n@4Ur4_L4z%4˿4i4t}4 444l4k44׫4W|4w44c4;L44N4ض4B4F4PJ49&4B4Z`4da4K4U64-M45K4!4)k4>94FA41e49^4n4x4^4hc!44B4r.4|4Oҩ4Xָ4A4J884a4k74RL4[Z44H44444,4K44z4C4 k4,g4h4Z44+'4Li4Ɔ404e4q4f4gM4444N{4442444]4 4 @44.44"s43r4t4}4d '4l4r4e4uT4~[4 u4v4C4O644.4R4J344Ϭ4Z44z44F444.4 P44%X4,]44!443(^3%4k4O4x4 I444<{4(J4/A4Dl4LrW464>r44#|d4D4#4*]:41PB4 4$3,|3V3F3t$3L4;3W3n'3e3ۍ3}&3F:3փ3X43=)3]4R4 304 4s4t94 d43V%3w3٣3 +u3_433#$4T4\b4E4M4d4m4U'~4\48Qh4?\O4+42 4FlW4M|484?*4u14}Q4dX4k44z4s`J4zƋ4T4[c4E4L3E4bz4iW14R4X44%E4A44+4144%-4 43ɂ4Y41j4j4 4j47ν4=4*k40^4C94I 45 4;S44#Ɲ4:W44(4-4A4!Zf3b3243$3;N3#X3i3~22#22䱏33 r2">3(=3-383!RN3+"3D3P36J3ApW3=33 +:3v3) 33b33&Ie2,^2D2v2@2#x2%2dT2Nq2a22262б2ε2U2G3l3<2d2g3-3;3w 35232K2[2W23$2r2s3\3i 3M3Y 3wW3Y3e3ra3>$(3IM30C3:3TX3` 3EW3Pm33$o33l3y3333m%3yڳ3[ޡ3g63u3)o3s533#VQ3,63LH3 2363A)3)i32%3 3Vv3H3 M33%353`3K3V%3<3FC3a3mm3QHD3[J3.̙38+L3!3*y3A3K33b3<2C2RH2Lc2222a^22x=2o2e\2uLC2T2A2u2E22Ț*2Uo2242S#202T42*22|22O2-222Sٰ2b2CB2Q?+2r2"A2_2n24a2A-2&22K2Ndp2\<2>2KJ22v2~3y2HB22J2P22j2y2X2f]2˷22u.H2(U2{2O2223\3 +2x3E262O2222µ2o2cX333 +{33%$3.m$383!S3 3-22`3 U3'v303 ٛ2C222qr2KM2V2R222Q=2n2'/2o2٦22A2ڶ2j^222k22c2>22Ă23]2dS2λ]2022t3}3{3Z3E373o;33|33 +/3uv3l3183x>33SU3 P33v@3ÊH3ې3s3˴G3(3~3V3*}3d33ă33!V3y7Y33f;3rn3Ë33}\3t3U3`G3E#3Oe03jN3uB%3Y 3b3UX3h3N3;!35335:39&3 +j3p3l23w33A3Q33d53[353䁌3S4#3633+|3׈353K3ۂ73%3`3m\44 3I4M4W44 4 +T323<3lY3Ws3R4t3(Z3ؓ3A33B3M33V3e3T3RG3(M333E3H{3|3$39O3J'3ϩV3B333(3"3ˊ 3D3 +3@34K3Z3$O3E337+3?K3)N31r3H!3Q393B%E3r3$ +33p3+33se33%3[13d23J3SD3m3w^3[3da3;N3C=R3- 34Z3K93S>63;K3C933 2v3O3+3"3N3 bk22'2J2N2Ȣ3|2y2U33&3 33-N`343L3&/W3$3 c2,33e3J33 X3k3%3m\S3v}333~33[D`3cE3Jw3Q#3k;C3s3Y"w3`^3%-33y33'U33'3#3z3E3g!3n9333uZ3|3:f3Ay3,j323HW3No38Ź3>33$333*W.3/33"g3Up3[.3DZ3Jl3b-3hA 3Pg3U35`3:3'F3+3?3Dq3035I: $:*: :k:6:B6:*h:5y(: +I:h~:: +G::):::N#:[s:@:M$X:i18:w8:YH:g:3%:?[:':2G:KE:W:=t:I'j9^:9 92: :~:':~d9G9R9g%9ϭ9I99]9Z::G:%:F::0D:;Ё:$^D:. ::9z":m:2:"v:}_: q:H::uOU::7:Q:sG:0:e +:rL:Ua9:aL:::n :|΂:1_::/:$:.:b:::2::!E:JP: ::::F:Rq:93e:D9:^:k:O:Z:,d:6S": Yd:)J:Ar:LQ:3n:>P:xP::g]:t::B:\:A +:WX:c:Hq:S,:o7Y:|)1:_:j>9w999D99ۇ9o9˭99/99yr9%99ӕ9&949;9ِH9:: S9:9ɸ9M9w999$9Ԕw99/9I9x{=999z99t(9f^9vZ9U9dyB999s9N9P9==99K9Y*9Q9s9‡9s9у9D9]99c59^9:h:I: +::'(:0x::$I::x969h:p::):O:::D:-:6!:O]:Y:@:JǤ:!;:*C:դ:<:3::+:F:d:I::ɰ: :BG:ߩ:u::;; D:K;6f:(::Ĕ :͖::$b:t:YE:T5:::-::z3:<~::,::v7:4.::5:z::>:|:_:n:?:N:=:IA:9:m:Sq::I::yh:W;ܿ;h;l; +<;';7;%%;.:.;m:荋:;3; :;;%;+o;7;;0;6};%GD;*;k;"*;; +;F{;A^;;n::U;: +:K::::]:Q:}:::$::ҹ:F::O;փ::#;^; +j:>+;::p:ʦ~::ػ::شJ:kV:eq:p^:UF:_:| :V:jZ:u:E:P^:8P:Az:Y>:d:Jt#:T&/::Pu:k:{:Y::Ə:$:n:y;B:]:g:m:8:qi:{:+ :3;::&R :<%:D/:.o:6qL:/::V:^:!":):,:7:M:VH:? :G<:`P:iW:P:X+:1!:9:$.:+:@߻:H:2::z:;:\:U:|r::P:ڰ:q: :fM::K1::o:a:T_::69:s:U:ɇ:Ͽ:7g:|:4t:r:\>:o}::jz:Q:s:s<:|:a:j*::(:sF:|=:QN^:Y :A:I@I:a':i::Q :X-0:}:r!:C^:~:A:z:k:%:q}]:y:`+:g7:8::nr:uz9E_9S969C9a9qG&9Q9_9)95N9g9'9A9Nz93K9?999nN]9~@)9 9 9 9U9\M9ks9L 9Y9y?99gSC9u997j9Q9`"9%O91)9V9#89S88M9 c9|99 Z9<9I*9/9:X+9U9cN@9E/9RS9!}9+c9/9V969Bk9)h93?9y9:9'?9R 9M9V9(9 9999G7999b99Ͱ 9&999z9d99޽9/9&99)989vZ999q<9 +9^9l999zu9M 9N[59Z9>9J9g=9t9U=9b. 9!I999999]9 +9]9O<9n9| 9999ե8Z\8ⅻ8Á88s9R888:8R8)8L8΍~8ߙ8Z89 f9u8q9939%9$9CZ8$Z8[X8m89#g9 8H988v88%s8788D888d8q 8<8Ú88a+8}%8kh8858'e88{8{M88@88>878 88&8o90^9;9"B9, 9E{9Q}96ln9AU99h9 +9[9(92#/9<9$m9\9i:9K}9W9u-9' 9b9nXr9<5x9F9-97'+9Qx9\19A,9Jb99Ϭ8*80z9x9x9x9 A<8Dd8抍8_8ԏ8c9<8l8t9 O9(9ج9>919;N +9$:^9,,9l982999aI9 99:9e9: +::%:c999Ȉ9q99E9ܤK9,:":: KY:H :%d:,::E::49Ä9:BG::: 9e9"9R9j9Ϲ999.9+9R9˴9999m-99߹N9T99װ9v +9?99&99Ǎ9&999\ 9k9ش:3h:::&(:,:AOG:HH:2:9:::e:ȓ:%:+":e:~:On:V":?:F:\:d :L:Rq:1r;:7&:#:)~:: :::GF9ȳ9A59ϋC9z}9 + 99Ib9E:X:: -6:s:!c:%y::':i:qc995: : s9Y:99(9z@9+9!j9d999g9r2v9UE$9_Y9~k99j]9tڕ99"9u99@9s9+9F9H929-@9e9Ζ969TR99D9N8295U9>79X9a9G)o9Ps9'}9/9x9!097m_9@7Z9)909ll9vq9Y39b;9X989l9u9Hc79Q?9889@9Yl9a49HI9PP999@9N99+9 `9j09 99V*9z99(Y9s999-|9ʋ9ѧL99\9ו9݂99O9~s9~9ƽ^9˜u999u9mK999t999\9kA9s=9X:9_9{k9"9gy9o99l989|&9#99|991(9^9v=9~9F 99؃9 (4kw4Mk4S4V^45Y474ԓ4G4C4x24 4%e44υx4:5544K5 e55i5i444b4& 474E444t&4414L4}4ƶ44_44#4&444:4 4Q4ˎ4?4Q484?44h4k44444 4"4.4^55055 +~555 M545W4/4m55=4j=4"5J5R55Y5)5 k555d5 445 +5 S5C54?o4)w4=4ه4֯4B4;4`44r4\44ƎB4p44f34j4Hr4C4)4?4484Bp44v4 4-4Д4k44Ë44w4P44>44U44p"4v4_>^4e^4}04q4kY4q(4~i4 +444>-4eO4 444m4vƬ4|-E4404g44Otc4U4@4E44ZX4_$4J4O42֢47V4%4*Y4^4AΌ4a4044B +4p4744444m44A[4B.4_4f{4i4a4ء4H44o4.M4X444 4|44>(4)44w4{4eb4i.b4,N4<4lz4oxK4T14X4E4G4[o4]4J4M 44 4r"4tu{4 .4 +14vm4xR4`4b-d4OE4Q4c4eO4R4S5"AU5#}h5l55$5%M$5r5$|5 5555f5z55{5055%5&255@5&K*5&&%55m5585 5.545a55۬4 +44G4h4444An4k48444)4ʍ4|4WI4QU4{i4v4缱4E4!4t4444nj4s4ֺc4 4 r4S|5%T5%"5P5 5$C5#'_555C5L5d555 5?55!5 8N5a55g5]55e5 5 +#l55S5 ^5L5p5:44bR44zj444Ǟ4և4N4ӯ4K474ذ4sl44i44n44#5m 5q4:T4"44#4ס4ۏ444+24m%4]4G4D4h&4sW44S4I`4044414]4}444494T)44Z)4j44J4I4GH44'4!4B4R4}4n4Aq4y?4zI444z4P4fX64g4T4\44nƅ4vv%4cu4jS4ڀ4J4Q4@4Q4L454+4~ 44qo4xW4]-4443:4j4/4{4774ŀq4ɷ4f 4\t444 4rY44V4&\44ͭ4Z4^4ǃ4Ը4׿4ʧn4v44 4444Ð44 I4ٻ44lf4{4.4E~4#464E4|4d\4p}44wr4R4g4R4 44(4E4^4 44"444Ⱦ4B444X444\4ML4!R4%N4B4zO44w3a{3Y4 +/4 4q.4fV4)j4,4ۇ4 40F543iY4#4%R4$4(4:94q44v?4 p4 ̃333 3c33틱33ۊ3|30{3`3qR343s3M%37r3S3331i34433K3Ӗ3עT3:T33i33Q3w46UX49V4(4+A4;x4=4-F4/<4#4q444 4!ͱ44L4?4A4n4042a&4Bc4C%43*4:1[4#P4$44E4*41)4"4(w44B3:3n4Hx4 3D4333Tj3d3d3O3♡34:4e44 g{4vV4 944c4@p4D3X3ց4 OP4[34/433Ҁ3|333|3N330*3J393Q333F333Z3}343qS3F333֘3323c3x3.43:37S3n3sC3[H3`f93y3~073eC:3pC3Ib3N{z393C2N3X3c'3L+3W3?P3p3|333133+3hz3n3yP3aq$3l'3O33v33ŴK3HI33ÞK3 383313n3dG3W33-[333d33[3ܝI334M3J3r3 3033u%3 3.33ܚ3\t35N33:3't3.j3"3j3333qh3ԇ33F3,03E63f[3303ɋ3Я333KT3d;33333k3n3 +Q4J4Qu4@؏4Gy4X4_n4N 4T{47uL4=4.m44[s4C4JZ4:<4@ +04f44l4Z4a6&4sKE4y4gM>4m04P"W4V 4ED4KN4[f4aR{4P4Uc4%4+YM4fQ4"n40B46a4'+4-4d4d4 4n#4X#4$8444;-4A42.47 n4FI4KV4;`4@H4(4-4 34$42*a46)4(^4,444r_4x84XO44}J4s4f4k4Z4_4ppM4t4dz4h>434O4.4%W4/444_4x 4|@4ly4oh4ň4A4r`4t4O64T$ 4D4I{4XN4\*X4M4Px4:`4>40Ƒ44n4B/L4E\4724:+4_4bc4SR4Vy4e4g4YQ^4[m4H4KI4=͒4@Mu4M4O4Br4D44W4 +e3r4}M444^4T4 `3'3=3#3#4hJ4@e337444>4}4`4#>4Wo4-44 4\44,44_4 +3X3ҽ303Ҝv3T3쒐3$y3ߌ333333<3%3F37o33ʵ3W343343,3ު3ɂ333Q3;34'Y4*p4V4!4-40 +4$4'<"444 4R44 44D43454)4+47A49c4-:4/4 MJ4"F4^640{4#4%B444f4N3r4 4 +4 4R4383ɫ3333I333\4ۻ444N 4J44 44 +w344y3r344 313;;<I;A;/;47;G 2;L:o;:2;>;#;( ;d;;-t;2K;!;&;Q;V~;D;Hrz;[V;_v;L=;Q&;6;:.;*a;.7;>z;Cl;2';6H;;N;;;;F; Mj;Su:a:X:.:]D;D;S:I:;;",;;;%d;);5;; \; z:V;;;;;c/;eEw;iR{;U;Y;l8;p;] ;`;G";J*;9×;<;N%C;QPv;?=;CM;t<;x;dP^;gC;z;}u;i;l ;Tr;W;F;Hj|;Z;[I;J;L;,;/; k;#;2;5ֵ;&^<;(P;X*;>; +; $;;;;;8a!;:P;+a;-6r; \;/h;0;'; Վ;;4(;"{;$;; +::L:՟:̍6:l::d:׋!:R:o:B:u:::E:Zh:C:,8:(R:ṅ:Q:`:湲:U::ѩ:-:Q":ն::4::':Ƶ:z!:t:Վ:j:Q:S:L:>:}::'>:l:Gt::BQ:|:v:::?::;:U:U:!:]:i.:y\:1:Mb;;:T:};F};:W::ݱ:j:١:R:噔:z:e:p; ; +:,;j; 1; D;;:H::ٻ:::v:ݺ:ߪ:s::,:[:d/:.e:ڒ:̂:!: :ڰ:(':'::W:.:ɘ +:˥:&S:2:e :Ϊ::c:j::˶:_6:$:{:X}:;;_;m;oҗ;;UR;q;r;];_;NF$;O;`;a;P;Q;֣;$v;s;t6e;N;;tSp;sZ;bhk;bԀ;RS;Rl;b|;bVl;R};R;?;A;2;3)<;B&;B,;4 ;4;%a;&P;CQ;3;'->;';%;;C;Cœ;5>;5T<;Ct;BO;4;4W5;( +;'&;ǚ;;';';K;j;F;11;s1;r;Y ;;p;;ns;au;`ii;Ql;PFL;^ +;]A;N;M; 7;|*;lbR;j_;yi +;v;gő;k?;[:g:z:}:h:c:b::q::\:ͯ:*:b:5:P::ÝN:ɨa:#:D:9 :::;;;; l;`;;-;;6; ;h:;H; D;o;;; h;#1;~;!;%r;(};0; ;;; +8; i;;;D;:9:C:徨:Z:;g:f::%:P=:I:):::T:]:ܷ9;L/;v::ڴ;; |";;I:5:I:N:!M:p:u: :x:i:ph:Xb:^#:v5:}:d}W:i:H :Mpt:8:> :S2|:Wm:B1:G0:.:%:n;:s:zj:L:x:}:\co:ax :K?:P;:eq:ij:Sl:W=:+:/l::!:3(:7܏:%Ȉ:) +:t3::: x:]:M: i::<:?:-^:0:Ch':F:3:6$::" :3::%:(gs:nl::29:S=:}:h:S:N:":&:mD~:p[:Z:]:s:v:`:cH: ::;:O:::bq:$(:x:{:eU:nU:N :x`:wf::Ize:L:9|::F:I:+:-I(:*}:#E:4r:9QV9i9^999e9999@9T9959ч9B9$99@9"M9 9(9B9F909H99䖮9~99999p929zP99y9:5:: W:`}:",:)#:+: d:v: a9:R:h :F: =:|:0:6:&J:-Wx:>:DM:3::::#:y: 8:*'y:0c: ,:&{e99[J99d:;:+99494}9s99.9V9S99ڏ9$i: "^:B :A: +:3:r':K:z9b:99A::: U9o:L:8B::W: :X:^:W:A:"(:`W:::::߼:/::v:3Q:::::#:g(:z::bl:ֿ:L::ܫ::}+:D:ov:w]:5:N: ?::c9:jΖ:W:^N:r:z:e:m:9:ڋ:au:::: :h: ::t@:{:[:k8:ߪ: :ij::p:<':::z:~:h:0: ?::::HG:d:E::+Z:u:dp:::Ҩ:ϵ:;:k:::6y:b:f:&:::g:)`: :%::o: :M:M:[:72:::~:V::::z:<:eC:: :l3:J:K::L:?:K6:S):@:Ga[:YJ:`~:MI:T7:6%::qp:v,::*:zߊ:):dE(:hU1:V:Z:ly:pz:_:c6;:\:_:^: :r::h:j:tr:w):fp^:h&:y:|qw:kB}:ma:J:NM:?C:C:R:V@:Fs:I:4)A:7:):-B:;&:>0:08:2 :Xy:[Y:L:N:][:_ƹ:Q:R:@xc:Bk:5j1:7:D5:E:8::(2Ƨ2$2 ٣2ĺ2/ʲ2; 2"-'2-72ѻ2 _1=t2`22k2 272G2T28z2D`2bF2p?.2PƏ2]2*)25$q22' 2@h2Lx212"1 1811z2z2x2\2 2#o2-i2-2 AK1Л211 2 22-2:2~_22k 2x2z2222Xi2e2G2S(2r*242_2lo2$2bh22i222j226`2g2yXU2K2Y2N2|2R28V2C12)232Nh2Y2>>m2H22%̭2G22/N2902!|2*2eg2r n2SV2_ !2~62:2j2v@2C+U2M}23U2=F-2X 2bo2F2P-1Os111 1c11/1P111zr111j1E101Ьq1%171̠:1+ 11ى11q1u111Xi1ԯQ1|1V1f1v1TPH1cB111r1*1Cu1Q8h131@W1_ 1n1M1[11.1411܃1N1`11~v1n21j>[1yS11ɫ1+1-2P2 "1ն2.2ģ22 2F1w11ϙ1N1M2)*1G1)@2%2.Lo2u-2 y277&2@N2(A21{2 Z220{22=72"22z11K1131A1ᥨ1Ȅ1Ϩ31d1^111G1111o14R1Ϳ13=2o2 11W1O1101;1k1?1̍1x~2 2;]2w2k2ԗ222̼v2222>22`2O22矾2?=2Յ2[23Gb272222E2<2X22) +2˗2! 22Y2&2g 2&]2G2x2mȗ2x=2Z2e&22\2oy2y22ÿ2222c222k2x21I2,R2im2222^3&3 J23ѕ3'3?3$3 d21h2122K22c2 2薀3Њ3D3 33"3&33u393822z3 3y33 2%}2=2292i!22y2h2<26222y 2232C.22i2Ԏ2#2ȓ32(l2222q2\T2;222B2Ix2RI29|2B2\`2eT2J2S|2*22A22$92:~2B}2+222o~E2y2\@2e^2QI232m72{-2J2Rc2:&2En[2_!.2lU2QA2]2j22 2 +22$_22 171J1R122 +)122.s29p2#\2-C?2DZ2O272B22"!s222+ך262 2*1222E22_222U-2z%>2I)2j 2x12Ϥ222x,2B2i222ev2ν{2o2&m2ϸ2J;222q232S2ߺ2[צ2h02MO2Y2u}22f"2s 2@L2Kn24%2>a2W\H2crL2Ic2T32#2d42=29A2 >2#2x02G2px2}P2`v2l2Ue2]2yd2F1%p11L1w1#41=1JJ1.r1:31 X1:110M1 +H1 Z1+c1P1g1W1e}1Fvr1S9L1s1l1`y1n5V161BgT1( 12z1Nl1[5?1>1I0י0(00Z1 140z10ɐ0׾p0q0Ơ0攙0C0F0↟1F1$J1n1D1.191!1*11 }0]1d1/1.y1be11%l1@1|g71C1PV11 11h?1uH1U1b +11%1nS1{1Xp1$11,11-1111{x113v1T1j1a11D1O141?Qb1[d1g1J1WwK1&v1101+"1# 1;1H[1.1:(1v21W1eK1t1161Zr1-1Uw1cY1Fy1S[1ro1 |1aDb1oͩ00L0X0f0p0Ќw0R000 +0z000M0002'0^0̐0٘0100&0Z0U0s700-00U00u00b/0r|!0020n00P80_vL0@0N80oI300\P0l_0{`00[^0_00=00L000| +0B00wh00111Ѯ11 Ӊ1"I1,Ӆ1J1 QC0}10hM01 K111 18C{1D\c1*B16(F1Q%1^*1B1N1o1(111`13ّ1?y1&11Y0}0߮00t0)0>0ܷ0w0000P00هD020ɫ1101!1(k1$"1z1Ȗ00@0 *0>S11 >0-1z1Ć1 1191c1r1B11{1?x1L!11i15>1i1Xs2q2 1a2@12#$22 -2{161^1k1 U2Ƞ2 +1w2(h1b111191XD1 1*1I9171$11#1I1+w1!\11L1 1zk1+11w"11I1R11q1IJ1d131e2(T22 2+2&@2<0P2Fœ2/292e2a2212#u2-122!2Qð2]42C.2N2i2ua2Y2e-~26N2@a2*v23 2K&2U2=uc2G}1¡231,1|2t@2{2-2 1ܢ:1n1G1v1a2^1r<1lu22'22%20292$oN2-*42 X2.12,2)2!*2O21l1{J1[Ț1i1121xlF11Ky1X113`11%1^N1ln1Ng1Z{1z11g1ur1>~`1J.1/1:1Vv1cX1F|1R11ɕ11j1'1:1111z1111?1#1{1111n2?2 M12_11*{11m11)1!1Z:1ޱ111=z1111Z1ه1.t1p1~1^/1kD1Q11yKc111;111)1_x1Ul111 1A11 1118^8n8M8[۷81288k~8z^8=8K!8.ߜ8;p8X8g_O8G8UI88~*88]8}8A888v~8b8c(8r v8!8br818ȑ8!vH8,_8Ȁ8G88P[8DC 8*85S|8 387\8d8}P8&8_88R08_g8A 18M8m88|_8Z8h'828="8$8.8Id8U8:'8D88K8l88_8"8js8ʝZ8u#888]8i88#8(888"K8FE993Y87888Ϗ88(8ژ8188O8u88v 88Ё8 +88[8bj8pk8QV8]X-8~?88j8w E8 8/88D8888 8888b 8858 877)7<7D8.87u@87777-77I7#7޷8a8!Z8 88+J858M8'M8M87y 7868(88%777777͚c7 7=77K77P7B7ޱ77&7c777%78W7(M777/+7_7G7]7~S7E7Br8@b8LR81t8<[18W~8cwx8FSD8Q8#8-4@8A8868@8(481[8p8|58\8hV8J88s1828K8U18;!8Dp8a-8lI8Oi8Y5!8 +^87L8Y888#-88747}%7MK7 8~n8 +t7u7W8,85K8Ł8&8>}8Gޔ8/IH878`8|88 .8!.8)$8{8G99B99 9¹9"9S9(88UF8!8 99 +8 +839* +>91On9}$9#98Hu9@w9)90|99h9g9 + 99"09fC9w8b8k88Ĺ88~88m88"88o8F8ŝ8NX8388(8K899 988r8F88w8Q8R8;88N9F9M996&9=9U*9\V9Cv9JJ9(=I9.k99*93h9:69%)9*I9b9i9P9V9p)9vF9\C9hy9?9E90"99%9O9[-9C09NRt999~99 +9K9 9m88е8n?899 +089;9%v9/99$H]98m9BT9-w96{9@99 9"*9"9+99!?8ZA88:&888 8=8g8wS88cZ8n4'8.?8 k8x8|8U8A88Rb888818888 +8Y8n8+8 8Q8Z8@u8Iu8dw.8n]:8RJy8_-81 89?G8"G8-J8D+8P{878B8}Oe8׷8l8{q@8EX8 p8X8&8]kF8kti8O3"8[8y*8Y8i?8vz8Ψ8%88͹8)818w>8;a8$8@8 8w848y88ވ97#9[28B9M99q99# 888km8൩89Q8y8o8{8)8V8%88T8Mp8^8 +>8܈8 8s8K8_8:8VF8{A8e88 8G8j8Ϡ8888c2888ݡ88 7u797c666Ѣ6fY6a36n6t@6r66"6c6T6a6 6B7| +6e6+7 +`7}I6w7{H6i6 6!656!K66ؐ067SO7bXR7D7RL7pl7C&7_g7n(76-7B7)=z74O7O7\7@xj7Lô77`d7}P7B)7w87777vW7k7zj7Z7h7R7Z7wJ777'JZ7@7727=R7%y7/77`677U7#G7 7{7JI7We-7;W7G;7eq7s<7Tir7b2_7-=B78`7 +7*a7Dz[7Q75 7AJf8]8!888+ϣ86e8 K8*88 b7s8x88x8 /8[8A48Md84S8?8Yv8f48KTg8V8(828-38&b8=n8H80-8;7x7P7*77؍878 + 7M8]7Ȯ?7V7!J7b77ՠ7Ҹ78w88>8h8$8.@8 8"77x_877388-88 38seS8q8cb8p8v&8L8>8K8Tmx8`8E8R8n %8{0L8]t8j8Y87898!8#8k88v,8y<8O8v8T8v8+{8K8888CH8,~85н8Nn8Zk8@;8KB8 L8)I$8Y8HP82d8=>8&48/8e;8r8V8b 8">88nq8{8GL58R 898Cg8]8j8N98Y>7<7~7777ϛN7>G7&7j7f77 +7d747T7v77}7̊57إ7h84797K7;7s7(#7Q#7Սc7X7&7яg7x7p7o7X77'7 +77^A7l7M<27YЧ7z5747g7u7i7k77T7 +l7(77n7J7X&77]70737c$7d8 +PX8+8z8%Y8d8#f8n87A77݆7꠳8W8 7G88,858 h;8(!8?w8J<81e8;ٲ8K88 88%V8.8g8!7w27:77ɖh777;A717dS7x7V7 7K#727}7/7K8$717~88c8d8 +m7ۭ77a_7֠0787֙73/qD38g3%3.3A3K)363?3IZ3$A 3\/33,xW343"3*53T3^q3I3Rt3i: 3s$3\ 3f3=3F&323;$i3O3X3Cq3L|'3 +333 ef343 G3@3O?2l3I$2b2%|33_2EW3߫3(hA30M33%38a3@3-`35X30 3,3 G33#RA3*_33 kk3~`33p3zH3,33R=3D3bi3l +3Uh3^x=3u`33g3p3D33t3 33$3m33P3z3zEH33]33303I 3Q83==3ECC3Z03b3Mc3Ur32 +G393'e3.{3A73H353<3k 3t3]#3f$3}Wa363nm3vZ3P3Xzp3D13K3`C*3h3R3Z2p2}I22w2֒2e2%2D2F22^|222h\2ݼ2D233 u23M3L3333 2X28222Wp3+2z2/N2nB2?22Ę2%22 +2I2#2&i2-282t2W2]T2ӯ233&3 3%3A3?3}333h3W13+33O+3*j3*33ʥ3%3σ.3H!3Ë/33333._3*3Q3\3k33~[3xz33 3oo3N3o3wE3aL3hh{3~33oa3v.=33m33D3}3y33_ 333|3303$3R3fm3˥33Nj3AK3h3ޫ3Σ3ѪZ33]+33-3ƒ 3Qn3z3^333M 3փ33K3E3ٌ3t3Y3Y33a3̅3)t3,3\g3]-3i(35'33~3;333>3 >3w3=3&33#33E3|3p[373|33k33/`3-3|A3Bt3(3t_33S3ZP[3F3L3`ٕ3g8-3SK3Y W3:uC3@P)3.܉34X3F 3K5393>t3mbR3sM3^`3dZ3x3~=i3i3n"3Q,3V5C3C3Hԛ3[3_3Mk3Q3#3)63A3T3.2323# 3'33:f3{3 +333X3͡3733@yC3D}34?373!3$ 33V3(3,2l393!333s)$3w[0333{K3~a{3d3g3UI3YW3kh3nm3\3_]3d3P333033ob33p3r3a"3c}3tX/3u$3d3eo3H33K 3;r3>3Nq3Q%3AZ3C3/i32R3$P3&K34373)'3+.3SG'3TW3EZ3G0j3V 3V3H13H383:?3,(3.<3;$3;3.ە3//n222q2}a'2k2fB22,2a +2l2Q22\P2x[2G2g2s2<2X2D 2$+2qx22,2Z2V22~ȁ2eF22BK222Ci2M`2642?2Ww2b%2I/p2S2)22L22%ڒ2;I2Di2.:26ۃ2m-2x2]P2gǔ222r|2}kw2N}2WR2?Y2H2a2l2R$2[22[2T22222(222022 +2 2:2ُ22H2#2g2m2222?a2b&22,2̀2ԓ2y2p222F2V2B2KR2 2lc2ve2y/2eW2o.2P242y%2*2T2T2;2 22"y2ڻ222O2 +2|2y2ۈ2222+T2,252!O2*2w21NJ2r1r1d2 2-2222E2:Z2%2-]2Cn2LL252=!2Ϡ2!)222(20b2c2#1J1!1>m1Ӽ01C`1L1ޓb11?1O1=1D1 $1le1F1;2W2 +1C22722c2 x1411&1X'1W2l1q1{2UT2^12FN2NE2g2q,2WO2`B288w2@/R2+22p&2H@2Pf292A62zc2f2i2qV22oe2zd22X2`v2I-2PԴ2i2q(2Xx2`2v2%222,z232 2&2KJ2C 1c32i2P42m2 ]T2 2:E2A72-8232H2P 2:{2AE2 2&2ƨ2&2,e2312 A2%2322m +33 F23L2ۑ2q2$2e(2)!2ﭬ2٫'23 %3P3j3{3r3P3 3 n222203ʬ3k2t'2Yt2<2<2Q222Ť2b2¯w2-2f2X222r2g22<@2p22̢`2X2232q23x2j2r222k22L3`D33N38333'3hV3v3J2t2؄3 s3 zA3u3$|3!y3"X333#Lm3#o3m33 3 3N3#F363]3;3252D2Q#2i22Q2J2Eo2ʆ2ͼ222Ђ2202O2߄2a"282528H2Z2P2a2Ԙ2Ӯ222v|2xD2ǚ2Ǐ222:2B2 2Y2f=2ha2y5 2w2g2n2i2&>2v2}2{+2h2A2F2D22Y22F2$22 R2W72L&2B272W r2]v2G2MC2d2k2T32Z=292?Z2+21"2D2J~262;2qM2w52`2e2|22j2oqa2O2U2@2EY2Yx2^8T2J12N x22b2j222l2-w222[#2EF2y]2d2 2[W226X262Y2@22@222M2222u2N;2%2"2?Y2J2s2w'22q2z’2}\D2b742e{2Q֖2U2hb2k$2Wܻ2Z2~12&2G2;2d212o"272l32mn2[2\2nD^2mσ2\*2\n9d9}P9t9$9ye99o9"9f9rzE9YzY9dI9099p>R9|>9,n979:9q099p9K9l99Z(919T990#99w9L9W/9@%9J[9aĽ9m{ 9T9^m949>'9)92_9GE9Q9;9D|9xS99j?9uL9w9:9~x9%9\:9f9NM9XJ9q(9|^9b99m99899u9S9999119O9u9;9999b9ߊ9 99=9m9P9099z9͸9eo9/9Մ9۪9șy9m49@9*9i49J9@9T9T%9m99jU9wK9,9 9-9o9"N9P939ŷ99969|$9a999`o999992d9|s9'99{R90HV989%9-r9 q"9Z9,N9 +0C9{9"9 a9y,9B+j9K!95ɬ9>9T9^49G9P!9*ho92v99'C<9;.<9Cvh9/`968 +99]88h9989KN8֭88888Z8e28ޔ8999 #U99#u9+X9]9 V99 !8Q949Z9H99 M59h>9r v9Z9c'9|~919m 9v;9K9U9?k9Gu9]^9f9O99XTb9fD9u989999آ99o79xa9`9iH9G9|=9qP9z6h929:9'h9/9B9J~"959=99#}9'969*Km9189$;9%S[9Rd9Z|9DN9LY9bAL9jR9S9[#97E9?*9,92XN9E9M999?}: :?y9|9_: g: :c:E999;999J9%9:\ :::q: :g:{::N'::1>9n98:%{: +^"9:lP9959(V9IK9q~9S9T9в99=9]9,a9k9ív9M"9]99]9 +949~M9ټ9଍9 9ȑ99D9[q929׌9l9:i:":^:X:%>:((:\:V: s: :::ZX:|: : Y:*!:,H9: 1:!:-؜:/k:#-:$! +::Л: :n:l:K::t9p9p9'9 +:H:@@99A9۫9 91O9h+9^99X"9I:s:99&O:p:i9*9<29^h9Z9X9v19 n959(9&9X9T{99 99S9ڞ9KB9/9|9sr9` 9q999z99NY9se9ۄ9d97999"9R+9/i9#999Z9^9q>9ym9b9i99R9p9wh9T 9ZX9Ef9L?9`9g 9Rv9X9 +D99~y9uI999O'98:9m9s9^"9c9y97E9i*9n999/9T997999~9ܖ9"99_99-99̥99<99d9,99Ý9q99X919499M9x9c999>9;9/9099m9k9r<9vP99N9y̧9}T9j999<9*99!9 999n9C9-9%j9m988s8\8K$8Ϙ8(`8f88Z88f858C8e8Q988O8E&8ԫ_8߼ 8;19[88f8Q8&8)8D8M8`8nD818858-82888w8@8uK8Bj8d8p88|8|̤8`8y88ͳ8Xv8W+8e8l8S8(88J8@8/N8BV88E9198N9z99{9 +98w80H8d}8F9y~9p88b9 9&/9;I99,J92&9!Mf9&9 l9(]9he9m-9p9p9 948ι8fC80c8 8883t818J8$88(8ɖ858h8+8v8?8U6899[88ޏ8\888ň88ꫝ8n8ګI8TdN8_8E|8OR8k78v)8Z 8d387#8@8*.82C8J8Tv88U8^m8z78p?8h8qZa8ES8N 868>Ǵ8V*8`$8F!8O_8Q98{8{[8818Ng8(k8L8ix8q8W8`(s8zM88h+8p98Y9>Ѿ9,91H9Dp 9J97>9<9 ;9& -9t99+909[9o9$%c9O|9T9A9F9Y9^49Kx9OH%94~&99< 9(}9,y9=9A9094" 9 x919F9R99e9 +9x,888ᰈ89 +9889*9 ا999$rg9'96F9i"92r9 89"99z999b$9f9S29V,9if09l9Y9\9D9H97u-9:9K9Mx9=^K9?9n&9p4(9^G9_/9q9q9`9a9OY9P9Af 9B}9QB9Q 9B9CD9+9-!9n9!S90m929$,a9%9*9ۑ9 .9 k%9D9d+9)2993{949'u$9(v95959(69(9999X9`9g69ܟ9b8=8ءZ8*8v8ߕ8O 8φ988xk8\8B808b86888e8{8]m88 88E78G48C8n98q88<8 88#8D858Z8o81888G8H8r8x!8S88f8E8J888!8څ88H8268?a8'i884h8"88889Z9W8d89$9m888n8)S8888E]8Ӑ8յ9t9~8}8<9F9888+\8`8ה8888٥8,88888Ć8Ɲ#8z*8;N8u888`d88 8N8E88781888Ĕ8B888~88K8<8g 88QT8H++-?C+A++H+g+6+S)*[+ob*@++&,+@R+W+/9++{+t +Y+:2+@,+u+)+^Z +f+JP+j'+#3+H+ B+*;**3*ر+ +*ZL+*v*ł,**[*0+$*O*r+8ʔ+UA+(~+B+v+7+a+ߗ+Ѽ+1R+ m+"5+M+mN+;1+X+@,+e+,,2@,.b,#0+č+ +l+k,,w+8,),L,j,:6,Ub,7,b,t ,(,*/,C,#,2,_,4,L,i+٢+++VT+v++2+㰏+X++z-+r+F+S1+"+,",#,,,;GP,V,+u,D&+%', +(+/, +,3,,$*ST*L***h*[*8-*1*ka**V*z6*':*F*v*+C+z*h++++FU+=+5r*O +*H*J*3T++& ++*Dl-*d*3~*Q1t*S**sn*|[*$F*?q7*]*/M=*^b*q*L(*m*i!**J**U+ \*ʙ**x*k**2*ut*h*m*(+d?+K+Qrc+q+ا++++?P+]6+/+J]+~++a+i!++Ȝ.+2+އ+,5, +, ++T+X+&+b++l]++A+! L+9+g+*%+V\[+vp+D+b++*+׵+4.+PDE+& +?uR++1!+q+Q+O+ֿ+,+v+oK+ݠ+\+}+[K+c++C,7,yv,_.,,,z-]|,ο,,Z,A,,?M,QV,U^,k,P-Z-%K--s-;@-S-+f-BAp,]- +,>,-Y-2'-Qs-#r,t6,x,`h,,,,,,MT,ja,q,, ,-V,,^,,X,ĭ,v,\~,c,,,~S,,,&+, +4>,iF, E,7Y,,(+2t+M<++ی9,7,E+&,f,PD,m,@z,[0<,>,,yL,',1f,J~,#,:m,eW,,T-7,q/,9- +, +,E-(-.x--!d,1,R$,,-[ +-[,#-ƚ-Ez-]-5[-L-y-,-f -:A-'Y>-<-T%--|-T$-nf-C-\,5,[_,,?,M,X,&, ,C,,,=W,D,#=,,(-g- -{p-@-4-K/-&j-;I,;- ,,dZ-Q--`-,- * * )n*C**;"$*Y=*+d*G)**)s )*n*7{*Z*(*}1*~*hj***Ŝ*Q*@*U{*x*D9A*d&***}*0)))N/)х(*b*9):*>)k))I)R)x*O)[)*4|g*Q~*&!^*ARS*sk*O*`*v**2'A* *$M*O,*pL*?'*^%*+7H*J*7p++0`+ }A+"*x***-+[Q+S*a+ +J+i+:ڡ+W+6w++w]{+Y+,.+FM+B+6+dT+ |+RQ+q** S*O[*J*!***q*t*N***T*؜*&*N+"+(<+TD+ X+Bp+_+3+N%*-+Ma*s4++&DY+?X+&+1?))))ܫ)').)^))mN)D)[و)4)߁)O))*(A*)_* *0)*M:*#$*=))*s)͆)̽**/K* *")KQ)n )<@)\|m)O=)M) )x).)Lq)" )=տ)ob)k)^T)")U?)-S)uw)*"*)r* !)˼)b)?$))k*G)T)F*nXw*?*\~**0K*e*U*O*L-*m*=B*[*~G*H*(**Q*t*ƥ*x++$Y6+`+E*Ov**1*5*`+ *d+*/*L%f*#)r*= *m%*p*\t*̜*<*0* b*$*MN|*n[[*?x*^k*2*+*9**ˌ**T^*Y*1Y* **~*!*X**++g+$++,K+ճ}+E+f+d++G\+]+a+k5+ЪN,v,,P, p,,C,^̿,5,M(,,+d,,'w,>,`,0k+d7+Gu+m +L+=++7+Ӄ+[+|}^+K+jV+{++@+&+ܭ|++s+t,,#z,\,++ؐ3+++, +z, ,}t,~,i*,r,n,,h,7,X,u,H,c.,G,,Y,(,V,},b,(-"N-,̑- ,@,B,I,\,,,ҋb,&K,9,Sx,,v,C,oo,,^Eu,{E, $,5,N,)1,N,j,,@,Y,d,I`,z=,Y,,A+,,̼v,t,Q,vB,XU,B,z.,RQ,^+=+Y:+/+I˃+yF3+_+ge+̇+#0+;+f+.+W+w1+H;+fRF+~+++Z+[-+?j+ƒY+wU++++:+>+++7+ ~+"ٿ+d+(+;.:+V+.+H}*%+*m+J+#`B+;++/+vI-+w+f++# +++m+WB+v+I +g++ ++#`+I, +z,uH,$,,2,J,&,<@+vd,+k8+dX,h,0Q,,$,e:,U,V ,r,`,Qp,,:,G,b,:x,S,,S,,n,+ѭL+++LP,,+ ,++%+-++,++J ,.f,E,#],8,_:,{r,Q +,k,,-T",;,",C,]8S,7,Oi vN @O ɴ!, c!ou ݴK0 fwklVa<lk˴_1|N!!G!`!z & 0 !& "!"4̴!|!d V!?!:uR9|VX[H WE 2=j%{Rt5:kj9nݘ+شF= _ Hд M= +qÊGpE'R  + ƴ O6ɴش*qgҴp1Yc)\ĴH$v^Wc ?k9.ô6Uдo3ѕ"W}""w0"C(!ȴ!|"!"_"d/"F""*!-"M"a! +m ~Q!T* ޓz C/!P!(Z!!iմ ) g a!"""i""mx"5""W%"♴""I"օ"T"u"`"!S!".!'!?. S!~%! "A!"`Ӵ"'F!!TG!Ᏼ!a9*ϴV鱴1OPtu޴q,. + Rk۴ +&{_=6̴g'mH˴ &zt <:,,ʴL  G6!& ȴ3 ϴQ/Ǵ>Mߴ;/ӴBq!z{S:>Cܴ;=˴&BՎ)nܽ.*0SaAȴT T ô⳱5yqC:ϊFzxд +s},  -B1{䵴/ ] @ٴ Ņo{ +hŹvó$peՊܳc;a:;]TxBue*?鳃D&4>mWC%³mL.d +yXBJX~Xk%|& U]T2z3 1A2(‡i;  1ʲdоAHQ5隳vdE=Ɔ^x.1ͳPJLTK'ϳqP}[eB]Lxڳd_N5c((ȴJuҴ " , q (jԴش&ɒ ӟVg +K,0 ӯ dj.srȴܴB>q2ôau+ȴDWXD I  δ ++3ߴP ]詴  =c +?4(sֳfъ@ݳۅi-ٳR saA?qW:T;ݳV<6 u„>0׈kBAG\=[rvݴ#M~_`BFY.AA̴Yֳ~0G+ۥҳHTpfǦ|$R> R eQ]ӳͭ""# +"{" ""C"u#### l""""V"|"JU""hô" !N"/?!ݴ"]""R"6"P"w"n"8}#&v#b#.X##"어#"_#54#'#;>#/ #ٴ#g# o#b"ѵ"""9"?"W""ss""Ӌ""⏴""ʹ"a"j!f( !;!9 ^J p !Ѵ!r!5!!` w!Eڴ :2sZZԴ6 6AX4Xڴ׀"!3"?!̴!!G!!T "["#/"w "D!G!˴",! 3 9 JC=Ǵb޴ῴ!!J !^۴ [ Q Vc#@#5#E#;#(#ݴ#/#!>#JL#A#Ni#E״#6#))#;#/״#"U#S"E"F"`""#v#h#!#"g"""y#RQ#J:#U۴#NN#A#6 #E#;#X#R#[Ӵ#U#I#@#M#E1#)##a#/~#!1#`"p#<"3#5#(w#; #.##m# /#""`'"j"yB"'Z!"Fߴ" "S"."y"b"b_")u"z""H,!6!+!!d{  ߴ ^!)!" +! !0 Դ!f " "m"""L"b"x"yr"%"""3"T"ٴ"" ")Ŵ!ʴ"G" y!̴!1!!e"`l"'Ҵ"v"D.!!"!RbʾfʴQ'* (ô>0,05Zƴ@2; (ݴw< R״Kk)_"d6xhIjyִw޴~̴ʴgR{)KcLr<jɴO&ɴ ۷1q Lxʹ޴xi- +`W P x i2L5ܳ}*VQ0.$t-dzǴn /L= +x& 5 ^)"e/f vt J\ WejLG5#|;C2 +QwϺ =bش ̴oϴ"%P дl + bw9[OR-l.](Ӵ _(쁴%д Ĵ 4 ߴ bpn!. !`ƴ 珴 ۴k \w.Ŵ* ䷴2Ӵ'K $ވ fbʹ]Wnj "ڗ4ی)Ժv: x VҴ p + +R ꯴  ( +´NYR/XܴY/}< dm8Bu$'6# j j E %µAݴ;5 G87 am.Ӂ.*. sd. +.>.T./~F.C.<.u -P..!j.4#..%Ȋ.m46.{.Z2.rב.o.V./.ԏ.HǪ._.8c.M.x}H..d՛.~#D-ڂl--{-*..-Ÿ. F-1r-b-?--.}-ƽ-|.*2.=....R.j,2.BK.WG. .!M.@P.}.3%.G.%A.77.q.Ĩ.....iv...mQ..?.d. ../z/.Ɲ/u/"/2+//$.Vy.?.Ҁ.~/ +_9/t.2/ 51..'.o`.q.7..I.I{.\.t.K.a..ħ.z*z.G .!c.,..f +.kc/[.B.G.P.9..K:.Ȗp.~.F.˰->-,--~- Q-I--G---w-xN--e- <-b-. --..)u. ."-ю-髕-|-.."-.v-d(-ދ-R -l-H-C-~-:-CA-Z-4>-JP-u1%-/~-cg-~%--dzK-`--x{---/-N-----2--Ĭ.<9^.P".-ݦ.@˚.g .ub.U~r.l. .26.G.$k.Ea.ZM.6.I..F.[e..7>.@.L.~.q.._b.vi.oL. 4.W.?. |.--. =}.(.:}.v.---Q.-ڞz--.. .}.8.N.c.?Yc.S %.{.5.h. .1_.Ct.$.5$.W.mL.Hf.\0/DAE/V]/4/F-/k)/q/XN/lܽ/& /6i/ٙ/(/G /Zw/8x/IU/c/J/3/ //W$/\/T/n[//[/o/BE/t)/\// // / /*@/: /1/+.!/-.ߜc.!/1N/U/+-//K/]8/;zk/LL/p/r/^K/q/-1/¿/"k/.w.t/ +#..J/sb/}//%.p.T..,.(W.0M...ZC..q. $.m.__..z&.&P.-.5q.m.Y&/ݽ.u\.5...U..Q.ܒ.Y.Ȯ/LP/\/;p|/IG /l7/}/X/g/+O/7/l/'/EzW/SR/4P/A/4//xп/q7/m//8/d/ce$/s/O/^H//0?/nѤ///</M/ /$]/0/c/ ..^.׈.m//.n/O/=j/K,/,/9/(/Y/i/F/T&/6/(//m+/4@/A3/$/0c-')k-;---w-RY-k|-C +-ZeI--!_e-`--4-JU-(R--v-35-/s-Jy-"Ҷ,g,,Dz,-BZ-F,- K-Ca-Z7-66-Kv-t-+-c9-}1b-)o-=|--n-0J-SS-k-Eb-\-̸-%R-B- -. +' -.N-3-8V--L-`-~-K.-..(. .p.9.Ls.,g.9J.ك.-LB...(G..ۉ-Fd- -܀-H-iG-y-p-\-F--t---I-8-ϭ-E"-:_-8-؏.. +{--- +--w -+-Ҽi-Ⳗ-h^-U,*:,X,,a),-˘,o,,?,,, +,,Q,D,u-$-$- -5-86h-M]-,-9S$-- ,--(-')- Ɖ-Y,,,,,,j3,4U,0X,ya,\,jb,|&:,2,ע,d,6,9,,$I,"t,=-q,>~,{,Z,̳,lb,w,?,ĵ,i,QV-]*{-n#`-G-V-/--gH<-x-3@-A-"T-.j^-Pu-`W-;_-JX-|-- -i-*-- --qe-ڟ-YWv-i--;t-{~-<-B--- -(e-5--#Qy,r*,]",B,Q9-Nn-,Q--C-RN_-/:-<-b2-sB3-KBm-Zd--)- -1$-6zp-D9x-#-/v.[ .l.G>.V8.~vC.̆.g!A.x.5X.C .$n.0.Q.a.>+.LrN. . ...Й.k.9. .rdw.>.[.l'..S.}:.F[.P. 44...,B.90..'>-.-I-g. .7-_.x.G .U.4 T.A.e +.vE.O._`<."ۄ./.[._.<.I.)D.6i.<.]h.. .L.Z...qP.W.Z.#..dz..// v.&.Ph// Wo/ӹ/e.EE.d.=.\.}_/".t].:.I.R0.o.Ȕ.Ư.6.>j.].X).hO.C.RS.y2.!.a.rO0...1J..c.t.$.^#..c.`.tX.f...^--ͦ-O8-̇-ې--D-L--9-lG-Y--ȴK--.).-l..B.$. +/~.l-װ--!+-Е-. +--Q-Ȯ-j-k-|-%9-r-}-y-R-b-=8-Kk$-s--Zx-j>---ւ-y-}--iS--l--A-|-9-|&-U--!.0.=N.c.+".K.Z .7.E(#..(.9N. +P.%{~.1.h..jl.{.S.b.2.[.sh.D.>.Lp.+.8.[E.k .EZ.S8-e-B-+-*.O.-].!-h1-6y--s=---i-.:.%u. +).m.1x8.>Ok.rY.*-f.o--X. .}Y.]. 3dh3Z3"3{d3ڈ4 Q%33獋2ɤ 3792=2UT33K33Mg53U4.4S 446R4~ o48M4[s4J3g4M3֞4,4>z4c$4! 4EĞw2Ha1w3 =3b23#ӲB~`>D29p2ΰhk2I$33ֹ3y:3V4E4) +3㦐4f37~3A|2H3M3c3`3x3Ʈ34444V 45;4Ο4n4[4V4l/4~4<4n"4_4q)5%5)5w55?EY5V5,:5B45 44 5 ;5//5 54MJ4u414U>4944~4c 4e49L344\և4A4A4dQ4c^44z4h)4/5'454X404544+o4.o4~4'#ԲW*I$yo0ǃ*iLٳ; +{bKZ :- +23o1x253a3Y3%=3x+ն<2 ֱM2Չ38i2[N2즳-z辳׳,cN#ѳ:%l̳?C%""]ϳ_@6}v?؛XCnB²wb1Z2B1Gf37Q# +=u34334%q4GM4 34-3(3T3M{3u34S334mu4 4N4uP4j44s4243j4V744;14|N424\w43б3a2!C3'+G3WJ3x3w3n2-C2/-\E<2rmT3:3ú3H3PO4T4 ue344Bp4c4'{4H" 33\353444/ 3@4j'5p55Y-5sB55u5.:55E5\KK52"5H945u55^&5w5555555ʩ5ߐ_55Q(5^555?59S5_5B5!154J5iH5#5Jj5`5705L55g4f5J5%z59Q55(r5z55c5|\-5q555*5N{5d5;"5P#5}5U5fpQ5~6V6S58N66 `6/"6a65)5 5ˬz5665F6+6<6K|6.$6;V6[&6m6I6YI66,`6669.6G^g6)66kn55˿5c'5*5=B55L55LM55p55_5ǔ5z5_665F66aT6'_6 65ؠ595$515 6 5F5cp44!W4f4W515k4x 5 14cV44-344N4 4L4l5)P5=J55+5Q5g 5>5P85 ?54 5 +R5*~V5:w55&yo44 4kwt4444?44N{4sl444MM40e4/4i4>4E44$4י055n4544ܑ4i4a44I44]5}(55b'5whi5U-555r5K5]55~5G<5rp`5^5X 5l555UF5g5Ϯf55X555t/5qz5 555M5[05"}5075S5/5A5Sd5,5< 4_5 ދ4l-4Z5G5'{5s5@25eB5z^5M5_m55 5sW5E557:5HNG5"51Y 5Y5l5Ab5S"nhwрA=@{ڂz zxհX&Q&ƵHodCL7޳b ?}6jv]~J-pSÑ&p?E; a׳p"٥Vʳ_KwRLܳ³c<~*Eݿm賢\!SU0^1v1B߆2J3l2 2ɲVam^Θm4y#2G2fQ;b0.3c,C3Z3)ˣ3xR3^43n83G2x3=2[23x3l3*}3d77m eTsij) $5pkF_ ng'>UQFR4v0V2O!3F'2`32 2k(A%%X172'ʲv1OND`wꧤ&W߳оj67r׳RP$ 5N೸Zha CP}ǂݩvvFaV ȴ%#V +)A I 醴Ypųbgu^ +ɳ0끺Vu`Yz5 A}aHy]\i9߳%>w+9h׺K7岷-l t{,?Wϳ:zd槳z䚨 ʜ=H /]=4%ﳣeA:`C'γ4Dod`M44. 3B4 ,4FS4`4%4>37373eg3X#4J413d44A4q{4WcH4t4&4;4d445`94N>424-4i44EU4^3Pp3-33:03333s"3$2~N2߾0J283%3\12<33G 4 {33 +U4#X4<\4t4i3Q33DsI33533B3z4-4؟4@44054Ъ4>444|g4q34e444^5C545 J5+T5;I5 5&pU4`n44455L4~5@4T4qe42A4J4F44d.44F4'Q3u47+4@b4X445244V|4464n4{j4+44uΉ4@4M4h i44a4ڨ4` e)^n1չ 2Ia1XKG׳* OMP23-hq2Qwo2Ɵ3fu3}33L>J#1Lu22_201M2]/³q`ֳU5Fzp8Q c˳F(򳣁qٳIԳ q/RҲ&`(xeA Ʋz5{Tų8>߀d,~3hF?)p3+3G33&3?R473)3}32(3jw2h3..3Lj3U~3P43%4*,4C~4 Y:4gr4[e4x3464OCE3ٱ4=33f4-4+3j4 22̱<1O233w2\q2ʦMG &.v2޲8Ě3k13313NF3333q2b2 1))2P3/3hA2r3|))0W) i`)$|n)Nz)r-)@)a))(u)!)3)R)(]L)EL4)s)!)&)8)).")")>)vY))g,)`))ŧ)um)Q(n )( 3(ڎ))9)).0(8s(`((y) X%)$n)) )X@)~2)L,t)oH))$)%) )@)a-)6I)U)Vu))zF)U**r){*[*2פ*O*'R*B) *)؅0)*m*6x*D*+n*qJr**a_* *u*..*ȩ**T*v*GH +*gQW*** * )ˏD))ӵ)* +#*!a**:):)Ӻ)m)ȕX) *) *T*;*Yr*1*MT*|&*07*ni**'e*Bi**8&.*ai*uQ*U{*w)((^((Ϥ(A2)/(<) (d(((߭(0)(2.)()-m)K\)%#)B)n86)p)c())*)9) S)2)Ye)~.)P<)sZ((!((3((x(RM(3a((0((;((d,(>()#9),))'}s)IX3)j7)B+)b) )#y) ++)x)=-)[m)8Cy)T)n)a)`)n)@5*o)ӏ)N)wm);)FG)҄))Ҡ))K**.D*$6*& *J*jG*@b*^s~*]****7*SwN*.J*I7?))G))))֙`)z^)͛o)~k )a)v-9)0b))3) )D)*)ڋ* `*&#!*?*v*6 )㰃*GA) a)P*1~*-Z*Az*%***ʸ=*+\Q+$0+|+*x*۰*=*ƚ*t+t*)++=+X+1+Kf+w+*+hL+e+& ++?k+:^+4=U+[)+z^<+NL+kï*f**w<* *.+J* **S*W**R*IU*I**ܛ+7+)P+ + Z+By+^@+7/+QK+-+~* ++C+-^+F+#~+;L+4++-++d+ӥ++ߋ&+ג+\+ +D+':+V%+a+,8,+,,,,C ,"h,.=+,#++ ,,,N, G+}|+}+oR^+X+e+Ȧ+#Q+^+b v+Ȉ+U+el+H+-!+wi"++ +؇D++y++v+.Z+8+z+ +++++ǿ+s+*H**c*7*s*O|*9X*Êx*sQ*x*g*u*i*w*_**+*I+rI+!+1:O++:*ԧ*f*ɼ*ص%+ܹ+ X**N*\;*} *QD*q@**@*o_*w*Gs*ehD*>.*Ky*uķ**YZ*hE*b*ya*'**t$*g**ý**{*xr**? +***+>W+M +)P+6+\x+m+D&+R+ +"6+ b++.3+;+dP+%+~_++bq=+sLk+-+4+r+w+H+W2+1B+>+g+xL+M+\F*k`**Ѵe*ಿ+$+r"*+i*r*Źc**f_*ǐ*n**ү+ +(+ +u;++5+Btb+y?++CB*R+***+ 2+r*_+,() (j(((((S(r(֝(ސ(((~($(w (쒄)-)oG)C)Z)3C)O/)0))IN))Ħ)`)3),~)D݆)),)@8(.D((4(Ƭ((i(7( (](˻s(6((ܫ~(rR(Fw(/)nT):) ))&os);Z)#X)6v)V)~)>)) %)1U)z),q)n)Q)gm)<)[))#)g)`)6G)Y#)w)n)G)8)An))[)ݸ)l* *N*#G* 2)#o)r)())N )P)6)()SYA)n٢)L)eE)/)CU))B;)EP)\)>V)FO)g2)q!)M:)UR.)>)׹){) )K))_T)h){)A})\)d7))e)k)t(az(֞(ҷ(!((R6(C(N(({(R((S(+(x()O) T)) +M))&)$)v))().) +x) ))(OU(!(r(/(c((%(y( (((x(8(Q(LL(H*(Q(?((y(xM(()+Ǟ).n))((Tt)h)g(0(A[((((n( (ތ(J(ō5(hC(ǹ((?(HS(KK((-(=(яI(t(A(%()(4((z(%(((aO(P({5(bA*(*3;**x*?!*Lw*(*3#** )v)***`$*@*ZY:*h*?*Kp*xW*V*X*gM*&XH*0ȱ**R*< *HB*"([*,x ))҃))Oa))0=)a)5I)j))|=) )))>))t*))޵L* +*wp)밐) +)#)I)) X)0)o)t)**zm*v-**0*9***U*c]*7*D *s*lg*Q*`HA*y*}*j*c*(*e*0**b**ps'**%a*J**RH**'g*m* ĝ*2*?_**"Ks)k)3)ƞ))%*5,)Ҧ)*Mtj*\*.4*;V*m|%**Iʮ*Y*Z *)/q*'**?*7J* ]*)TC)[Q)1a)5C)bk)j)9)?hb)H )(5(> )0)2(()tZ)e)F7)Nt))")XQ)d)f)"(()*U)2Y))(((((v(D((E(v(c(Jk(3(Sf(Ecr(<( %("(FD(((8(҂(((:ZW(2~'V'y(.1(//>'.m')m)})qi)))))v)=@)Is))3)X)iE)$)2A)O/)x5)')#n)))[z)bd)}F8))B#)T2))i)i)(Xl(^(((F)((5(4)(>7'''(M:(c'ކ')0M))(i()/&)B() (ɡ(( ɚ(%(S(K;(F(oܜ#^o#Xw#`#[:#Q#IU#T#M>#c#]´#e #`6#W#P#Ze#S#?#4#DL#9۴#&#0#-##Ha#>̴#L#B#3:#%V#8#+]#g#bE#h#c#\#V#^#Y#j +#eش#k;#g#`#[?#b#]Z#O9#F#R#I#<#0#@#5#T#M7#W #O#D;#9#G#=#""# %""""ߑ"###1# +p"´""r"ێ"ʹ"[!"'"r ""޴!ݼ"=ȴ!"~"""="T_""jh"4#"#ȴ#(#J"޴"K# "ｴ#-U#j#1#$# "R#^""s"j"ԡ""|"LĴ""`"q";"""´"s"k"I#l$#h#m #iҴ#d#_#e#`#m#j#nQ#kN#f#b#g#c#Y:#RN#Z#T#J2#@#L#D #\ƴ#V[#]޴#W#O#F#Q9#H#n#kԴ#n޴#l(#hX#c#h#dɴ#n#l#n#l#if#e[#i#eҴ#_#Yr#`#Z#Rʹ#K#T\#M#`ʹ#[#aV#\#U#N#V#P.#5#(#9#-3#Z##w# T#<Ǵ#1#?#4##I##'b#.""4"""\"""""j#""l"_"׷" #BO#7#D#:#+##/,#!#F#=I#H#?#2p#%#5#)# "d#"""޴"" #x#w## ,""""1!!%!X!VV ۮ R&!!;!!!= !F ˧bJ&ִaQ_ B!;z䒴"!"(!T!q7!e!Ĵ!7~"@"v"T"7!&!a! !  ,K=5l;͠ t eߴ!"D ʴ!i ҴoE +Bڴ ~oִ,@!1Ij:Ȯ2дд'Q\e`5ֹbkytִ|W!/%fPZk>0(lzc5@ZSG[5.*#kbشĴ"g"1'"xb"G!!" f!ƣ"0"Y""l<"#!⎴"9P!O!K Ӂ!q! ʹ O  <Ĵ!!84!!_  4!Z5!#"3"{"ݴ""MD"$"_"F"h"ߴ"Ǵ""t"p""!j!+"*" ! !{!v!"Y%"@"޴"n "$""Vb">'Y5jjzܴ0o g δ  ݴ|q Sϴ nrDNo$VԴ9t] vfV +!Ah}!IV!J!|!pǴ  k!?!%!塴!Ҵ""("S!.!j!! B ( }|=f 1´@!8ʹ !r!f l!2= #nҴ#l#n#lW#iŴ#f#i#fM#nJ#l #m#k#i#fS#iV#fK#a#]A#bR#]#W#Q#X#R#b#^##b#^#Ym#S´#Z8#U#m+#kH#l#jǴ#i#f"#h#e#k̴#j)#k#i#h-#e#gҴ#e#b#_#bڴ#_#Zô#V#[#W#b#_ܴ#c #`Z#\X#X=#])#Y#J #B#L#D#82#-#;#0#Ml#F#N#H'#=ɴ#3#@B#7:# ##$8#""ô#"#(#C#,#'#G# #!Ҵ##P#J#Q#LA#C#:z#En#B#S#N9#Ug#S|#L #I#QŴ#P#6#2K#?+#;#-ܴ#)q#8#5)#G-#D#N@#L#B[#?#Jʴ#H#j/#h#in#h@#g#e]#g#eH#hu#g#g#g#f#e7#f>#e=#c0#`#ck#a2#]#Z#^ִ#]#c#b#c#c#a:#`ִ#cs#c\#fش#ft#e#e#e#eT#e˴#e#e1#e}#d#d#e#e#d#ea#e$#e#eߴ#f1#eC#e#f#gv#f<#fݴ#f#g#g#hq#h #iE#Y}#X/#]?#\#V#V#[#[%#`#`M#cm#c#`$#`#cɴ#d##T#S#Z#Z;#R#Qz#Y#X#_#_#d#e#_ڴ#_Ŵ#eg#eǴ#e#f#h#h#gl#h#i#j#i#j#jW#k#kҴ#m#m#n#h#i#k#l#j9#j#m#n#ng#o#p#q#pش#r#r#tW"`"<"""r""A"#Ҵ"S##""#z#"3""ő",""nP"S""W""@"J"ϴ""&"K#$W#"#1T#-O##O#) #$#<̴#9#G#Dô#6#3 +#B#?# ###>"":#Ҵ# #.Ӵ#*t#<#9##%*#k#5b#0Ǵ"V̴">`"1"pa""<""Y"@K"C"a"͇"""s"{"!!}"#"i!ִ!b!঴!"[V"B""v"$"մ"^"D"꛴"g#"a""""###+#%# ٴ#&##T" " "״"Ŵ""yb"3""i"##""ͩ"X"R#P8#N#XF#WO#M#J#V^#U,#_#_3#f#f,#^#]ڴ#f#eԴ#Hȴ#F+#S#Q#Cj#?#Ob#L#] #[#eL#d#Z#W#c`#b#k#k#o#p#lQ#l#qQ#q#s4#tC#u#vߴ#u/#u#w#xٴ#l#l#r#r #k#j#q#q#v#v#y#z<#w$#w#z#z#;#7 #Il#E#1Ŵ#+#A#<#U#R#`8#]δ#OX#KG#[5#X#$#Ŵ#7!#0## + #)#! #Fִ#A#T}#PL#;#5#KK#E˴#i#g#p#o#eŴ#c.#n#l#v״#vT#z#z۴#uw#tK#z|#yٴ#`Q#\#j#g#X״#TF#d#`#r´#p#x#w#n^#kZ#u״#s,R,bDc,,k,(,5,,"v,C$,Rlr,.,<*i,/,~,|C,",,,~,,bq,s,Ju,YB,E,,jW +,|,0,4+,,: ,(, g,+*+ +Gp+ͬY+{t,+)>+G,4,B,!K,-a,Q=,a,:T,Hs,,c+ , T,&A,2,,V,`{,,,s,2,,E,%,,70,,H,W,|,, +,-b7,,4r-:-2-M- /,,m ,},.[,,,,,r,7g,W,hA:,,<,yo,X,@Z,Nk,+',8,^,o^y,F ),U,,,=,},d,^a,w,,,,q,e5,vn,o,C,,+:+++E!+đ+]-+r++++lO+~Z++1++C+K+s+ɴ+X,vy, h.+V+++;[+++ɇ+w++9+P+`+8+EŜ+qb++T+d"+!+-W+ M+Ju+:+Ih+#+0Y++5+v +k++++q+Xk+hm+=߶+L3+zn++\K+mZ,e,#I,,@,0,=ZP,E,(+[,Ņ++=, +,t+`, ,Ky,[,4,B,k,}n,QKO,aZ, i,,,,N,9,G,$@,19+>+ɍ+5S+++錉++>+++ö+8+Њ+ֱ++ +e,K]+f+,,,, +9++ +t++,-++1i+ק-)-6E-\-#,-C-RL-/c-<~G-J-,@-i-ޥ-((- --'-bAH-sq-J-Y--;-i-{-5)M-B-!b---Q"-`-:-H`,؛1,$,0,ϰ,K]-s,@,,$,a,;,E,,,,`+--Kp- - +-&G-31-*-ړ,˜,;,̚x,ܖ--z=,8,---О---I-c--q+X-x-WA-gi-3---xm-R--xH--$- ---- ---_->-Ś---@pI-N#-+-8Wf-]-n-E -Tn-N-$P-F,-W2-0j-=^--(y--D-c;-t-- +-79--K=/-Zq-5,-BC-i-zd-Plz-_,DJ,1,r=,,,,U,,y,Vس,g,>q,L,xz,3,\S,l,,×,,V,~,(,;,S,ȳ,q,\,~,,,@#,.,+,(,5i,, w,C'n,Q3,,R,98,, ž+GI+$,,$3,,,a,r,GΥ,V,u,9m,g,xf,0,>, +N,',Li,[,4=,BT,{-8^,ט ,獲- -,C-z,,Ͳ ,,,d,1G,,ғu-!-,-H -3-9-G-%-1,I-,,--U-;- I,,?,\,v>,,d,#,,lR,~,P,` ,~,,q%,̷,ȕ,X,ӥ,V,$, ,,,,0,wH,>,,,=,©*[+ *=*+6+8*.+p**e**oR*؎** h*+&#+3+Z+H+@+P+(+5*+*08*뼮++*‰+ V*<**kb*~(z***k*ݵ*Fª*WJb*&~L*4Ƙ*if*}3H*DwS*U **v*@*>**x*G*at*H*h*1]*h~<*}{****+`K+qײ+D5+S+a++dk+vs<++'+8ӂ++ q+GJ+W+-^+;Z++e7++h.+ y++)+1+h+{3+K$H+[Y++O+m'%+++ *ވ*:+ p+#uo++ O* *ϑ*F4**e**o\*xO+0+?T+r+&ND+N!+_)+4*+C++*p*E+U+)+J +* *4)[)l*#*2"*{*)H))L)))#D)))*C=*T *!f*1J*h*} *B*UP*V*[p)z);*!@*1g*V*c)Y)s<") 62)5))c)N5R)i()x((/)t).(\(w))))>)Հ )))ԋ)It)gz)]).)>)%)LM)n **W*iO**+*3*?*(*CD*W7*"#*3pz*l*w*Fj:*[0*ą*9s* +*g*i*/*ȭ*&:**̈́*q*X**i)*\*S**Z)/)*0*%%*7x*}O*$))ř))yO).y)R)N4)m*KK*a**?*>*z 8*@*T*lUT** f)$**4*J**-Gg+̍+c+ڰ++g+++.+`+M+QW+V++ +10+n, ,2+,",,+\, ,uD++#++a+,q+4+2+q++S+dg+;L++w++7y+G'++-K+W+is+<+KP+L++dq++J++ ++'+|+«+]m+o++ݤ++]N,8*,F,#,/h,U ,e,+A-+Q+(u+74+cH+vc+G+X:Y++ %M++ +.n7+=P++&*{*>*"*EY*8*ˢ*W*[*a*{X-*B*Z[E**}*t[* 1*ߖV*-*|*+Bc+#*_+V*Q*xO*J *V*****5+w+v+j+~|o+ai+I++W+NjK+`C+5&+E+su+ +WIP+i+ˁ+uO++.+,++++++}j+b+L+d+G++ s~+/+>+m2+>F+Oo+)ы+9M_*+ +)*4*ޫ+Y+&e+/+9+b+u+I~+[+Gk+I+n++5Z}+E]+#+3+WaM+j>+Cc+T] ) c + !Ŵ Ĵ 0u&nOH5 E] ܴiK۴ԩ n + A &8 Bi ꂴgt{޴/O sbpjNvʹ |.]H @ش ' 鱴syt$==()ȴǴ􋔳l1U޴ȴʴy5ۙBlx a܎FT*ȳ;q=r߳  ճl8S+%^ô + K n(Ui + z7۴ lôBô3| /Ӵ +M3 2´9SŴ<a\ZS s/ +Ra)b\G#ȴδ_ `v*X(l5ߴ$doRFNY?yWVY[0'uZ҈[5$K\

    k |I (_ixd̴Z޴;Ĵ5Of5!' =!x2!= g a !Ӓ!"Ҵ!!n\!4!!4RN Y  a8 躴 !e!&i Hg ՞ C"h"\#Ҵ# 5""2#"#-k#$#?#8w###0`#'"" "媴"""{P""#"`##`"_"#h"N#O#I #\V#W0#B#:#Q#K<#gݴ#ce#pǴ#m#^#Y#i#d#2e#(Ĵ#D"#;д##J#2д#( #R#K#_:#Y#D #;#R(#JI"^޴">"o"x"!8"Z>"9"l""D"Ҋ"j"tx""Y!Ó!"!Q!X !h!!i"S".ݴ""l~"!چ"Jô"##V"J#S#"ᷴ""ȴ"#0#%b#A#7#<# +#,>#q""5""ٴ"ʹ"`""""Ĵ##"ѩ""+"(a as8״!]OU0mܛ ϴ9~ǍԴ6><@䚴}״}KB1qr93S>p +> ɴ + 03h˴9Y_6,}44Mv/@&4 NLմ'TƴF ޠ } 6ٴ6G<KTSjPM +J6  =մiCv v|b gPôD $ +谴+ شg%+ cϾ:^aմOr{   >A,ɴH^Y&8 l!D8 kD V Q>!´!m!!!- !2!TF۴д`FvDn" -d! N q]ڴ \y";T"["q"N0!㻴!"&A!"{"}ȴ"""["5""fQ!s!2ִ!N! ݦ !Mb!Z" !O"?0"!!b!x!V #tlxq&ė]ִд"!&$,楴60pj]kWqy\[Cu +3ĩ M'W?ꔴ~!: f!k!&ƴ bô | c sPݴڴߴȴV밴L$ 4մ010>%0#/0/, 0K0Y0;+0Hk0v0!+//%00.m0w0b+/-E/p\/D/B+/0/+/Q0'!d02#0p}0$$10?,0LX0/o0;0 '000 60!U0, a080ĺ0B00J"0}030.60600&@0]0m0}?0=m070q0 0}0҅00d0O700μ'0.=000+[0_E0`0P0+~00ZW0i4T0H|0V$0x00df0t5070Dx0(04 0Q*0_0@P0ME00`0'0ɍ0 +b0B000nV0~0[&0i0×0"0x0///a//+V/ܹ;///R11р1mi1zJ1O$1 +1Lp1[1Z1gBG1IJ1U"1tJ1z1`1mQ1 +1׬1 1=s1&!1/11!0$1'0壱0d1 _l111sv19t1DG1*}141O:f1Z}1>1I=1!1&1W]11/eG191!,1*q0xG00m0|pC000T0g0X0f0F>0S 0u00`70oK0805`00nL0)0Ɨ*0r0r0 +h0ġ0~K0%0000q05 K0@Ծ0%1?0/0MJ0Zt +0;\W0Gf00 pG0 +0&0*0510U0%0hX0vx0T0a070X0o0~0AwK0M00O +0;)0Z0hDR0GQ0Sf0Ҥ0KL0k0̯00q00j020y[000Ƭ0h001|f1 0H1|1%1<1A1^0ޱa0a00״01t0#0ߎ000t0SO0N0100!0v0:0`0n0.0 0}#50+}00a0b0w0в0܁=0ږ0ɱ00{0#0|h0d$0Vm07E0U/+/8$/,/'?/EA /S.چS..i.v// /#/ +-/]//i/;/Ǽ/)K.8/+D.t.qZ/Q/// +//A//˶////!/t9/ +/]~/l/ +/x/}H////&/C// /ۗ}/1 /ǝ//%//aK/$/Kl/c///HE/Vq/5g/BE/eX|/u /O&/]Y/$VZ//D/Y/F/;o/Ha/)/5re///m=/}C/$-/ //&L/Vt/e/A9/O /t/v/]/k.'.I...,.}...|..b.s0.L..L.c.g.X.V._.?.5.F1...c...a{.˾.fO.qW.L.ZN.7R}.D.j].{e.R<.au.$.0g..9.= .J.).5>.z&..q'.iE.,G...NY.X.hbj.B.Pv.xГ.+._6.n!//d ./7////n/*/&0L0Yz0:0F$0f0t>0R0^0)04!U0&30#!0?,0Jƈ0-/08`^00>0l&b0z 0=:00`0U0V0c80C~y0O'0qX00[`0h)b0 d0 /t0I0J0'0>00//_/]y/yB0`0 C/I/010cd/ //+//e/_/)/t/(z/k/̉/_///_//4//(///*/r0M0/g0/E/T/:7/(/8/N/ǧ/Ӽ/z7//aT(/o/&/{/ +//J/W/6:L/AM/ee/t%/Nq/[//!/-//4/)/\/l/V/ /ixw/x/fk/b/{/6~46 6i>6zµ6fm6D677g7 6<7+|7.}T797 7*YZ7DQ67Pbb747?w 7)k777`727&k=70<77"n71773|7 7oi7_7z77s7 7n7},777z7D7i[7ƮW777G717@7˧7Y7#7W7%p777MQ77[7i>7J7Vy7vz7n7cl7o&7:7EYP7+\757Qڷ7\B7@@7KS77T7}7=77727{7i7v7V”7cX777)7oU7|606Z6x666:666^666j6_6E6Ƈ606K6/67Ƙ6o637 /7X7A7.6$6P%6>6lE666'6666lU6|66]6c66VS6e6BD6O6s֡66]c6m\6A66666τ636I6Sr6 6|6*6'*6z62677&777017:±7"7+7T7 6Bz7qQ777b77E@w7Q+z75`x7?=7[I7h47IQ7U67&7/77!79!7D(7*`z736~X6o6R6֡6Mk766^6wm6r66n6+6Ι6 6P6R7 \7;7{V77@7%H7I766 66v7Wr7 +66}A5L"5^,55=w5Eem5r 55W65i5 5.5 Ŧ5Ã5>5O5)F58W5,/55}55^ 55Љ5"5aWd5t5H5Y5k55lH5T4[544@5A5"55@64w4wm4m^44W4<4t4l50~5@5a5*b5Q5c6w595I5Z5 +459c5#51™5$5j5<]5#565555}5ے55v55t55 5>v5L^6L6 5qJ56k6$י6 B6F5555^56h5ܓb55vm25x65Zv5m-55Yh5w5Mi5A0R5Rr5*t595c5vI5I5ZKO55iY55F^555x55O5W5l55N5E 5W5444ii4g4V44h44C4[4K464xW44N24h@4I4644C&4wl5 4*4[Z4zt44E4<44Dx44Y3$4E3Ś3k4*F<4Br4k4\F33{a3GTF3"3'3^33on4Z?4v(44O4Lx4{4ܬ4dH4%4 4'#344?T4V4405 5#L755515@w55)V44 +G4Ĕ45f564Dx55Qj5bc58D5HX5t{5o5XS5j5"5/{5 ~5%5>[5O)5'55444_444444o4q64y4G*4`4k64P4|44o5&T4Ԙ45F5|O4.5 +4D44nz454"4z44Э60ݝ6<666*Q6H06V656C6gy65C6 l6$H606q6'76e6s6OO6\6L6 +6l`=6{Q26;{6H:6*64S6U6dy6B)6Mq5QM5tp55i6E6 5떍55g5-5:L5%55*5s5\646#6g6&)6/A6:NO66(O5I@65M56 465>66 U665u6l6)66C6w6r"6H6[6i66DZ6x6`66̮6[6A6ٍ6H66Э=6666H6S6-6[6}6F6SH63j6?]6a6o6K%+6X?L6!b6,{66o+67^;6C6%H606~66f_6t!f6X6?I66 6Oc6\6;6GQ6j$6y{E6TZ 6a755Ԣ5}I55E5>5X5|+5_5r5E`5U5[555f5y;@585ϸ-5555s5Ɩ5]5555&5R5 5Bo545- 5;?5?5$t5Ku55[k52,M5@55k4w45K5)1Z5kK5-5m85#5Pz5azZ5M5q5s5] 57a5F5 s5-s(5V5g:?56?6J˲6,666Ŀ65 6c6_6$26 6y5&5Yv55S51K5Ɵx555y5jA5[r5ls5 555c55q!55ʌ565af55\5v55Ɇ55Y6551+1101O111q111~1%1z1o1:|1111R1LJ11S1zg1f1R1·11z111C1M1<-1& 1fs1rh1T+r1_1n1G1k@J1wc1C0<1M\13m1=1X1cg1G1Qu1 1 11g1-11/1и1oK1{8P1\&1g+D11S1r1~1醻1M11~D1G2l1311Dž1e=1;51v1g11u1G2 82z1:2j2l_2G2 `2OY111^1`1&21v1u1(111һ1a1911H1pO11x11m1b181w1$1111 F1O1bA1ϻ|1111Ƃ11(1K1x11$1-V1D1z*161@b1'10'1 +1I0A1Q1!1"A1 M1'1Jb1T191CN#1_1iÊ1L1V41*13P11$m1<;1Ec1,15.00H0+01q>1T!000µO0́6000ع0^0k0.1t 1ω1_\1 +%Q1d +1&.1 1N0m0800J1r1 |l00J!1tz11a +1kh11x91uE1UN1N1XY1=ׂ1F1b/1l1O}1X1O111/10J11M1m11v,1 _1b1kt 11&1t1~)M1.+16V11'51>1Gq1.161F181K1 L'1 O1'1Ք1|1O1XQ1>q1F1`1i1NG1V>1.ԇ1651 ;1' h1=1E1-14 22$ Y202l2)'2.2X2!1-212 1229282"2 +422Z27 2%2)2;F2?2-212B2d2 Е2ac2 2#$2m21ʄ1~11*`11N]1(Q1i1u11 +1>_1Ӛ1&1G 1 X2& 2v1nD12 2 k 1\25111ν1K1P1 1 1ݡ2B2E824E27j2H 2J*29rh2;T 2&2)k2o2.2+2-~22 J2K22L52<2=t2L2L:92=2=2.2/m2!2"\2/s2/ 2"rn2!242:l272L222 +2 h1dG1A1ῗ1VT1}1F1UX1222`2 +]2 +.2@`2>2 +2 +l12X1I]12Z1V151-1ĸ11|*1n1 111 1'111K#1z111 1T1ó1S11Uu1̗g1111`T1M01E1`111h1r;1za1^Z1fs1M1v1n(g1u1Lg1SZ1;1BSr1Z1az1H@1Oc1n1]1|j1>11B11.1hw1nԹ1U1[1t1zI1a 1f&1j1ӿ1P1h1և=1ر11O1[1< 1z1&11{1_11-z1;1[1 -11R1111[1A11F(1q`11t11111'B1{11`18141j1n?111r x1t11T1_C1191u11f1r1B1vQ1wN1%o1s1v1u0O0eQ0M0U)00000a0yP0u00i0Q000֭0^0Vj040<0o00H09{0'0f00C@0·00 0_Qb0l0J0VL0yZI0n0b+0o`08D0B0')00m0M0Y0:0ED0ƽ0:(0|u0~0000%0r0e0r +0P=0[0~0,/0gK0s01]0-0E1c1 E0Љ1}0r:0mv00üe0࣠0 z0 0ֶ11 +1M1 r1_[1%A1610l1,+0v=0U11 +&0K0Iv0000x0*00000*0O 0Э0s3000U0L020I0a0<0u0T0ZI0}030P%0g0%0300N0 +0 W0 30=B0)}03/0/0"i}/C0q,/h/0 0d/0L0=50GV0+050Rqe0]0>0I+0g0$0 0e0-06o00%K/ʩY/ֹ ///[/t/B /B/_/s/p /i/#/a/ //]0` /0/k0 50p0@0U/i9/L///簡///M0i40u 0S>0^0X00i0ue90@m0J0. U07?0T[0^0@0JN +0_j0=0@0[0~0'000i0t0T1h0^H00o0ho0r0)0&0R0H0.07sS0!t0&5K0Q0/2/00s0Uo0v0@0I0. 06d0S*R0\d0?0HYd0'0%0'00-05'0T0$t1,012D1w1#n(18g21>`Y1)1.1`11!e1 1`1 1 11D"1I131991N,1S1=1BG1%71)N1J1 1.=12W11#0c0k00O<1*1Q:0,0S0ɰ0@0 0B[04~0}0bX0^-1 +10p11{811/S1 {-0^0c0%L0ڥ[00J0*0}1Wȥ1[-1F?1I:1^r1`1L1N˕16 19B 1'1*1;z1=x1,1.zL1b01cD1PEl1PF1c +K1a˓1P1O41?_1?b1/10Vp1?o1>W10$1/B191R1 u11Y@1 %@1<11+10d001$1001!X1![1 i11!H1 1e111D00;1!)1QM0W010)0{h00#000#0a0; 00}Uw0<0N0R00+p00000͉0j0=030i00&000 +000fJp0o0Q,0Z0yv0rC0b#0k0=0EN0,#Y030N0V#0;0B0.0x0t0|T0w0.0P0ї0^0e0I0P0mm0s0W0^00ק0X0<010qN080̆0$0Js000,0*000x0000ۨ0 0㐲0ƴ0С0T0=P0%00>B0FB0-0f0bi00;v0JU0k0j0 0E0zS0 0d10iR00|0nx0r 0M0BQ0*00{00E0w0B0Y +0uѽ0x1t000y0z74p77֍7;8,8|777Q 7q7f7a7*P747v7z8 t8j88 8z8"+Z8I'817}7G-7S7%8l8 +78 7077kh7'7a7Ě77777:_7-7K7/7)77J7עN7>7ǥ 7b77Ц7ڊ7?7Q7,7 77ɰD77:8)W808o8#8888?B8*818 8:88 688$ "8 88G8Oq88Ƕ8?8V8^8F·8N08*8188#888>?8*0807X87V7EM8.8 G7876I7 17Zi77T7Z27W78Ab8088 #8U8#'x8857268M778Z18 978j`7tT77aQ7l77G7yt7a,7Nڹ7Y>67=7Gg7eh7p=7R7]+t7 7Q77L7=7-7;@7D7}a7Y7hy7tv7|7 7-77-ն777IS7(#7ABO7J71UV7:M7p7M77 RT7"7*77TI7Uc7`b7C57N7koH7v7W7c 73s7V7b77ir77ç7ˌ77 770777nG7)77=7|07W77O7m7PO7Ӈ7777uX77ƒ7477ZS77o7m$t7xy!7!76!777Y57dQ7G]k7Qh7nx7x7Z>7d 7r7#-737 7?A77)7#h77M7mc7x07Q707F7w8f8n)8U@8\j8t8|<8b8j8E8L686L838B8/838G)8Ka88XM8<8"88&f8#8ҵ8*8-8\8 ݹ8,8(83883?88.8B8q8u 8`28c<8y +8{8f 8i!88h8 +8t808588Dz8}8~v8j8k>8~p8}!8kŋ8k-8OE8RF8?l8Bj8U%8W 8Dn8F81783j8#:8&86>878(Q8*P}8XE8Y8H88I}8Y8Y8I8H+898:_48+`8+8:g:898+C8+Q7@}7 077ꌘ887*7ܪ7W7׾7r@7if7ޤ77͑7E8 +8 7N8$8~88H8 7f757١2747ܝ7g7\77777d77m>7v^7)7΃7).7 7/;7 77<7$777L77u7O 7k +7M7$77n77yu7J7pz7a8AJ8h8 #8 8Ub888@n887x7sz88Q772]8J88s888/V8؈848*87RQ7(8|$8777ۑ77ʢF7977䧊7y707A/77[G7787A|7l]7%W7 y7槈7Ԡ777u7 7F767Ē(7g7U7h77T67w76I76^6R6q<7,7Z6G7!6(6ԛ6y66G696Xn6l 7N7F7 +2=77&Os7.Q7h76s76䇈6R7 z\7v6{7ʁ6O6Κ6 666Ùw66r6e66o 6}a6F6$966BS6΢6ڞ66!666H6ܪ66(696$6666777?^7'_S7/ +7HY7Rb77X7?T7Z7 h7 b7P7'7/c7͹7 M7Z7cH7G7QE7l7vl7XY7bN777?&7'b7/,7Fg7O1767=7 7W6 6)-7 7X7S7l6m#66]{6N6`6\ 6r6S;77m7 757&ک7-7ԗ7 7p7k696h#7 P7ƣ6X+76W6e}6B6M6r f6c6Z6gڍ6/ŏ69‘6r6',y6E6QZ616۩6!TT6+m46I V6U64J6@x6P"6xl506 +6"6,i6t6%6:6%q6Ф6@66(6 6b6h6)6y&6,6G6p66U6h6u666F6'6ѴE6ۃ676-66c6V6)6 66`6m}6JW6U٫6z46F6a6m66"6A6#H6-6JԤ6V.@66#6A666y6Rh6S6666as6m9o6J6U16x66`6k}77U37jxZ7s77٢7{$u7m7Vݥ7^7D7L:j7fY7mX7Sp7Z7;77/7#7u77y77ucd7{7a27gU7!X7Z7mV_7sB749/7;7%7+h7A67H 71777x^737 +97x7"7(*7747Ne7T{E7=87C7Y7_,7GR7L7-D7277$6X777;X7(17,9"7l77{7778:7w7767Lv7x:u7|bz7Y_77_7L787797]7B7'77X7h7:%7K7U7 +.7'77T7d["7gU7QD7Tx7k=7mZ7XW7Zu7?7C7073|7Fc7H~76=78d7o~=7pRR7[ +7\7p7n7\K7Z7J7JV797:|Z7J=7I37:UU79=^6ʪ7x'6b6/7S7 #j676ja66x6-6q6J/6̃@6 [777@7 Y +7!%797 i7666)26m7[766r66)6666(6O6QU6{6L6uF6}6`}6f6q6?6-66D6s6_6hh64+6DŽ66. 6b6z6i6u667!7$07/77''l7)!07m7I7]7 +y6?6H7 7g-7q7q7*u7+=77?7+!A7*T7%7377>777D777646\6̥6J66$66`V6I6S666-6xZ6|6E66PG6L6!6a6!66=6$6}66~I6ʋ6ʃ662(.D. ʅ-@-.."k.T.r-O-&-c- +O-x3.s-٢-9..ru.:ד.6E.'Q.HV.V0.3,.?N. z.--.. Rw.+.U7.x -#-V$-r--``-O-v~---Id-oƵ-8---Q--2-$-3?-fw. . \-S-j--P-J--؊-KV-(-Œ .e>.uL.MRb.[.5.SL.kK.{i.7.DE.$H./X.R`:.a.<.I=. .aY.j..cg..X..p.i.W7.f.|.'.u+.ll.... ;.(L.3G.. Q-A-+-Ml->..9 -F-X.@Q.MU.+.7g.[.jz.DO.Q=.3.#T..N./+/.;<..k.&v-Uso-di-=-K-ud-p-ZP0-j-(-5-`- ʏ-BG-Pc-,l-8i--}-zϐ-_--A --.-_p-nR-F'-TZ---cb-s-s-,6,G--$$m--;,L[,,s,,-1d,Ջ,-/-<-*-'d<-JN-X|-3b-@0- +U-",--)V-*- )-G--ƙy-[-6-ԏb-sx-2 +-vO-֟-6-.--Iy-U--m-Tr. -؜3-籚. %.-'.s$-M- -Q?-ED-q-~-3-їa-gޭ-xJV-M݂-\vh---A6-l +\-|%-65-C6-"--p-QU-`H-9-G8-9-[-1-e-0-D--v-p -k?-U-c-_--s-i.În.:.C.&h.".Ϝ..5..q.g..J..../@.u./-//P/ ..Z.d~.“F.. =.ρ|.9.{ ..`3.o.)..o..H.U.2m.>.dQr.s˴.KG.Yv.1.!..1.v.E..j. .g.h*\.w.(..2./#^/.@//_/9w/ERj/&x/1&/w/ 3.>.-/H/&//b/Qש/_A/.(..o.~.f.a..+.T.b.=`.Iu.q..WZ.eH..*.6[.:.F.Ў.. +.bJ.S$.t.D).ʍ.r...(gg.3..`.?.L).*9.5t.. --.1.!(.3O..Y.gm.A\V.M.v.S.[M.ie;.+C.6.[Q."72.B.O# .,J.7,>T,N,g +,,5C,a,6,ٰ,,7,c,t_,i,P@,kr,Y,پ,,F,,T-&,,S,,j),|%,,Ķ,P,di,,I),X9,2R,?f,h>,z +W,N1,]l,L,), F,,6F,Do,",.j^,@T,-,n ,z,,,5m,;z,S3Y,b,;+,I,s ,Ƒ,X,h(--,E--$-0-H-,,A,Ȃ,-- +,A,R-=k-JE-'R-3x-Xh&-gw-@-Mg--@>- +W- W_-*g2-6Hu-?-!,,3,,,V,^],1,,y,Q,k,y,,X,,,,uj,s,K,-N-,,P,6f,N,,,;,,, + ,+Ff+,,,&, ++Ӧi+߲++`+@+,V+X,&,3^,p,\,@̧,O,+,8μ,,7+휐,,,%I, ,A++k+++-+޻++u+~oQ++gv+{^!+d+ʠ+J_++Պc+,X;,+,Lh,[J,74,D,o,],@,{o,[,,7,s?,j,{1,Ru,`R,,,,oͰ,$,m,C,, H,%,0ň,,*++h++,,k+u, ,<,Ij.,),4B,V(,b,>,Hg,:T, ,,-@,(6,/o,,-w-M+-[-jW-e-*-z--B-Pf--Z-8-^-m -E-S-~-`-S-5#---R-8-(H-~$--a-pO--n-_-ܵ--$>-*--/w-;oZ-9-&a,E-,?,- +p-,- +-HC-Ur-1-=6-c-ra-I#-VRO-iA-'- s-"-2#-=- -%3-p -Wk-l---$---o-i-t-4--Ʃ9- d-F..;-- .."MH..-- p-M- -m-(P-&-p---c-qS-tQ--G-9-H'-SZ-.!-7z-^i-i-?u-Fn>-ڪ-_-]-3O-Uo--Y--rL-{~-K-O*--$-O{-K,4A, ,&,D,m,NC,x,],Vg,Ş,Us, ,D,,v,N^,-},^,h- -+,'C,,Q,ŗ7,$,i,Hl,,^6, ,oYE,{8,Qx,YM,,,]Ԛ,^f,4`,6,, +,4,-6,v+(s,G,s,Zj,N,v,xT,8,,,+g+.+H+~4'?յf-+-h-=--!v-$E-Q-;,uJ,P,-,7 ,p@,s,/=,G^/-$-!9,/L,⚝-~- X,,,{,m+?,—,ͬJ",Z?,+3 +p*b+`4)B﫩bB'ͬ qar۬sحV)?2qӭ$)֭bNEqfb>m2Q<8֮߰-6233)aI28V23_3(3 +3>1|u.,82x2N2 33ώc3uD33;4 353m36[3S)2D32rp3F330d3gq9#ֲY(ufSK qzx.U]X@1.c2Mn]t]2Z3W91r2)Ͳ߾.#ò% (r~J@4"494x4v4P4j4+]4Cu33a33A4Qv43ҫI3644"4Yߣ4u,4Y4 l44Y43}4JS4#]4$ R4b4~D4:-4Q?3CM}3{23!&33ɝ3V&322>(1 r2I30V2G2D3 4o3A3ƀK4g4+3. +4e3eq3x3 Dl3@(n3 *3Џ3tϋ3L'84S9ųo[ݳ[cզ̠{1Գ3 T-Q8Tg4t,yL>0ᷳׄ<ֳz³_%f#y>bIa2Z/V'J=܆Ar )LѤz`3Cl~{dޥB֞ ջ &L_ͦpc'[Ʊ1Kqq5LC'K"rfWK\;ӳR2w+2M133OJQ2&2䣲OV)F08o2+k~}@oD#~kP"dzLXKMѳN5V +dJjD.SyH62_ +CQrI4{4֓4Q4.S4J44 44?44k184y4bj44F45 g545nn5$b51d554Q44404145\R4~-44Ba4X?4+414s44H&4_Ӱ3=4 3334!K<47%34'444{44"(4:<444M 4eΙ4&Q4=r44g4S4md&5@:c5Pe5(]555`O5r&Z5D!5TA5.05}45 ^5+5: 05]5!&5ѹ5@5dD5uh552o5R53@5HC5X 5.5=z5h5z\5L j5[P4٦4혴4'R4Β5"5 m48F44f/44(44H4]4LF45ܴ5$55?515?|5~5'A44@4C4ҟz5^N54 4~3Q`33(ix3Z܌3=3`3o32 3#1L2Q%33.3hY23 443L6314,e4C-+4431n3#3?r3rԕ33ս3&3^~ıY1h2t@: + ³' Xȳ=MQ!#;2G31V2<3H32T3!VB,qLDZZ`22204X4sH41%s4F444]4xj4 64u3֢3444J&44"r4b4 444+4EP4Z4#4b^ 4|494No|4t4^4e944(30!3B3S9R3CM3~d3W3т3Ў23)2.23Z3}3r3.$44&u3a 4y4<4P4.J4(333`E3A`3;4W~3_3 ?fʹ2:}THSN uԴ ˰ +n jeٳ"F\ Ti5˴۴ J cB + | ?oZ.V;Ol3H/\;  -*=  ; ם + 7B # fyc׳Q{~) ؘ'G)Գ0NoNHn%EݳƳ}J賽brܶڳh_jx>~0ĊijyˤꃴPճ +$a^g.eڋu핮9P1dłJ]zc< 0 E&t91i+To4F.´ i7^%ʹ ״5!8sj4Ţaފ̇uk´#!z=$Nܴ{[tN ش 90*yz9{״ 1 +Ŵ u .+O  +l̴bp9Cn , }a=1>^ ܴO%( 6 + h> + &䰴-;ش5Mw-xɴشT VZJ  X4 ԴўLvx斴Qﳃm~QS$8dѳ^h󳥠§ճߨȲ!`*s N}Y4=J ~yP}"γ}f^di@̳I׳/\,yxZ`"Ұɶ+ͳÅyv_ÍIRTh:ӳOJ4`qꈳ|س۳M%!15]ØhJ2B2*1dmF-*lb`23q322Ld2&w3c3~3c3/汯1JU~nt2h ; %bTj g}!δXGA|JZ\ 5 o0Ĵ +;$\%XUоŰr 4#zq#@Ԍܳa+ɫiv7ƒ۶)' Lrc˸Z؁ɳ[Þմ δ#}!޴#zJ#)"f SBL "e-#5#R"#k#"ȴ"kF"ִ")!s!R #,=""U!"!_8!ݱ!{B ʹ m#<a//,/p/~h/2E/"//-/W,/d/At/Me/rȂ/I/YJ/g&/~/H/M//Y/&!/e/s /]o/d4/u +//ȟ//Y/H0/-g/8(/I/$/Czn/Oa//'/9U/ +b/.`G//7/&n/ 7q/:/[v/h/E"/P/v //]W/jM/0/;7//'/Faw/R/1@/<#/8/ݶ//K///ǒ//L/(/r/(/3/-J//X0D60A/~/U0`0X00/ҭ/y//Ǻ/}///0/W//w///M/L/w/^E/k/G/RB/x?//^/j/S/L/Ņ////:4/ŧ//u/wd/://>/RE/T.΁.. .i#.6/ +.ߝ.l.d... .]..=./ 7/ .*//y/(C:/ v/Ja.. .9.lO._/.1x.H...xC....2x.o.\?0.j;.Cx.O".xt..[0.h.c..ާ.K.].Ӹ&..@y..R.u..&..C./2!/.5n.j..Cn.6/ +G/Q.S*. +t/f/// *r.O.O. .˰..k?..v00"0 (0yl0)000Γ0 /I0o//70 A0/0L07L0=0&W0,q0D9 0JC#02Z080җ0{p0t0 ߄0!0'P0]0 //Ƥ/}/Z//i/S/]////Ԁ//B/Lb//=0/q/L0S0 +//,/ɥ///[/ڧ/Ou/ţ//0O0U0=[0BR0Y&0]0FI0J0,b01*000!051090%t0*)0a&0cȾ0Nd0QY0e0f0SÚ0Ug0=n0@C0.*020CW0F0509z}0C0G0Ҍ0V&00"%0 +0>/ +/./ֳ//%0G//0 O0$0Y0o0)x>0.K!0 0$0 Y00E0|0 0l00/S/_/r/~r*/'q//Y\//W /bi/>a/HLi/mh5/x/R/\q2/@//Gl/6/Z/{//!/ /{/vh///.^/://H/@/v/gF/a//I/ft00wq00/V/\q/͘v/}00ͽ/0/a/:/o(/L/./m/5/ /V/rn./?J/]|^/=/z///////0/05/Y9///060r090.,;.6 ./. 1.A2O.L3.).1ݳ.. -֥-e.|.5-H.{.W>.bw.:k.CG.mg.x[.K.SJ|..%g.L(..*[..O. B. -n-F--"--ԡ-X-f-jq-a-C4-3/-x-gU-,a-,-ߴ-0-- ?-N-)t-kq-Mn-( ,'.+,,dFKS6Э'.ö..ZY}.`.݄.yT.eÄ.iB.1.3@.;A.B.3]E.1-F-..C.lC.o.^. .p.rH...*-)- .%L.P-I-[-t-2-9E,my--bU,.>M?r&iN}~bS/*-->,/ͪoRIhDc"]lkyJ֮r1v,, , ê{.,Y*2xK5CX/%\|"Fzzy~UAd­fy񎭺ͭ:dѭgK"Q:mmjDy:ٮ +24S C"xS#`_Q]竮o=PxjIf`B; îYx +ˮ\ɮE7܈J-5Th,QNȮL\iYUp.宵K =3]^ %]ﮥĒ ˯AZMϯ)pկ+=﩯VAoYVQ(ogHů$8C?Ȼ3INh]0{赯JxjYuͯ<Я|ju"WL˯"D鯫|ubٯ֯D ըȯȯH...tg.yu.O..K. ..Q-r-P=.AX.((-ET-^..ɿ^.݆f..V. /A.H.i.>FP.c?-?-߽..2.,V.8~) hC2F2BEd1䮜ݮӅ:{._3GE0F7.p-K.1x,&֮5Ʈ-ޮ<]Bq*Ʈ~ /([/ID/a/5C /s/^/c/t. / ..{/ */S/M/B/-T/)a/ܾ //?i00 00%//r//!/o0 n0*0,B0/`.+.l.+./1 %/|-/t/nN-G".z\s.//^6T./Kw&/B/Q/@3/20030Ni072/^/ഖ//݁0D09<090:,]:RH[S$Zů(KRm=WԯiAƯx Tx!\| %QLTrGHǯŽ̨B2M趯x=`g:zIe௱HͲfVj|j@/;Xzy NC]ZPa毳Я:Qז%Eٯß'h̛mή`u,W᧳.' /5.\6//tp%H-J+h-/ y.ɾ///T /$/ 00:0 09iE/#/cx/e9/0 06M0g 01Srwt$ a.n讆.6ɯ7&J(6In-筬QY./I[/)/.//0+55/'50#Ec/wF/w/L/3/0/% 05u5]55{5%S555j5OK5,5k75}55K5755m55[,5k66 5{5`5'55:5@55c5595N5^8v53r5B5o505Q405`n55)V?5c556X5DkS5[5+.55E5q5A5d5e5y5E"5So5b58N5FA)5st#55T5cZ6m6C6~6 Ю6$T6-j6ݧ65@55r5ش66 255666A*6$Ew6-\6I6Tc\65 6?66v66 u6#rV6,26I6855]+5| 5Bh5̉{555555s5G55Z5p5i5[ 555Y68655׼55Ԧ5d5Uo5p@5u55s44ѹ4 4غ 554`4444I4244Ƀ4m +45 X5,F5 +3N5޹595G5!j5-'45o}4c4h5 +5l4Aj5Y 4hL4@4> 4R4"4 }4j*(4*4q4)C3944>[{4R54r4']4444Y4J4ڼG44h4hR.4O4:p4L4.44a^4u5U05d95:G5G5t -5-5Up5c|5!s5,5 +j}5z5925E55+ 585t5s6/5!5 5b55̏5SC5`z^56h5A5o5}5N-5[.`4H?44ƾ4.55544a44i4444v4N/455%Û5 5 50:%5;_!5 5:4@444g4X5J84g4iY6]6hs6H(6R6rBi6|>6Zs6e64Yo66W6^M6El6K6&8G6-M66636; *6$.6,6e6l 6S96Z9 6q6y6be6l66Cw6K64N6?$6Ui6`Aq6Jio6W5(q5M2554)55%5 5=5w5O5hLX5u5395] 55s5t25ŕ5o55Q575/55m5R585{55"5\55Fu5Rn5&U5/5^O}5l05;85GY55@4TE4*5B5"445{5A5Tu5d\\555x}55.R5>z&5 +55R%i5k5,5G6q6 55866I66uZ5?/5Fr5%5ʣ56#5pO56)UH64E6J6,6B6R6;6M#66%6 6 +67-6L L64E6L_?55+5d_5i(55j5Æm5 J5 +55h555s556636y6#646N64J6R5sI65H666s6Wb696]3k33\V3'3l3>633I2/31I2Z^#3B3f22s84043Ӟ3%4/f4?%s3s4 (33Ku23 + 3333x*³ʳ 脱ɶZ$ +:puauJⳑ"bRڱ[F@8\`_-ࣴV% Y"ܒ!p4Lj4[Q44r4i504wW4#kB4)j33L-3 >2 `3>3vH2d 2H 4E44. +4144]4345#32g3UV};3 r3J"9Z q|`N賳c"j#S"@۴ KmQ!9۴mgϬK!´ #y"~ aGb ִ%s↴ ;ŴT}[eY#{( "Ӗ"" +"a"?!I A!k hr4t"!!6I ڴδCMϴ% Im.. rNTa"'@RǴϴ-H̴ 㻴HÆʴ w +ϵsYO IfRa '!OS|ǸձŴشxg[´ +a \2+,óa  |+ *شpzkXRk 1A+߭tE״{7<ݐc7N ^+dIRkxدry8|ijS_qP ++e4@449=4@{4X44L7S4am3r83j[峇Ƴy3| 3볮qx4̗4^Y44 5ȋ5#4ůI4i34 <1CW64s~4:s3X4PV!e!$?* %^δ9 +Ĵ H C7H ´!r"茴N J3F /Fɴ h ]N`&A5G +5wO@5%5Z5N55+n5=5$5<)45`5;5K5n5P]56s5%66=Q6e6BT[6lM5m6:5뀶6Zk6F6s6Ip26{k4p43)49\5T +T5D57k5.4Ts3Ps5/5}4&5zw5f6566M%66P6t5ڒ6ƿ5hw6}6Q6i6Q`6ش=r Ny$r"\,\GḳX$M_dγX +D۴Ac 6óث΂bڳT5 +賜Wv}v^;Z;XUUF1)! W'trIݚV}5ͳ[VxpTz+(FvIQ *ٳ{Ǟ`tE0A}4X5Z4*57'ǴOgòl5+)!4̋D5ĸ6656aH6OF66K6/5|6 Gr5^(5z6FO66>u6~kٴ8hXC4tCu?3uʳåk[1t3 5wt55P564S6tT6)6hO545U57X"5"6,6[6ۅ6K^626x6y6B6#6-6 6έ6G66?66x6 66ud6"6K6866o6/v6K6466.66:6 6Kv66qM6h6z6t6[66P66K66]g66è6o66i6z666D6Hm6v666#6@66}:6166/66666$6~6266z6u66>6a{6 +6W66016^66+6o6j6z6u@6e6`9j6o̐6jF66 6T6p6zJ6t666s66e66ۄ66p66+6)%6]6666v}60.6F606z66676:6`66,66d6F6(66666a66 +66Ф6+6;6666;6ר66666ɤ66w#6-6~.686Ӌ6p666O6Y6I6h 6вC7536a77 f6 6>7L70J7 W'776%7.777'.76 66h66/c6ی6m6u7 +L7M777?6L7 7p686y6A6~666<6H6@6>166Ǐo6B6J666 66c6\6 |6x6)6kz6Wh6fm6va67S6v6F66ֈ66J6ס6ۏ6&66՘6 66?i766]6<66a66r6z06B66in696W6h66޺V6ץ[6266 66Z6Uo6d6_76O6J6Yh6Se6nŐ6hZ6yc6sF6c !6]$6lp6fƲ6E6??6N/6HN6:R64 6B6<6W76QH6`6Zv6KZ%6En6TMk6N'"636}L,6&636v6p66zP66=6/c66-6m6*66j:6c\6t6me6]q6Wr6fĮ6`%6~C6w#6:66pD;6igc6y6rQ6/#6)<67<61H6$X6W6+6&r6? +69 6H"6A636.;6;݊65r66^6 W6r6`96 +L6$6ة6(U6"6/6*-6 66$.6py6PR6J\6Yw6R6D/6=6Lo6E6bG6[6kR6d6T6N=;6]6V67616?69(6+r6%yi62P6,6G6@6O36H6:o(636B#66;r66;h66 6666J6b6606*666oA6R6=^66{666|c6۝6 66۹686r6686 !6666a66L6 6V>6&6?66 16}L66R6(6d6M6w6VS6b6:66~6d6X6o6666K6I66u 6m6~6v6fx6_?%6ok6g 6 6"666x}s6p6Ֆ6y46XB6P6`6Y/6I6C P6QJ6J>6i6a~6qU6i6Y6R6b!`6Zr6΍666r6y6X6'66v6P6ܰ6:u66z666z6re|6X6z66j^^6bn6r6j|6G6̅6u6#6{ 6rx66z7TR7Il7|7n[7?|75sZ7`7Rd77k77D7Y7!7ye727]7+7"7Ea7947o77-7#Q7g\7Vɏ7K7~7GW79?7iUe7V~ +77۬(8s8 +F&7ʜ7=77z|8?U8/58s¡8^q8QV88I'857:7^7ό]7 77|'7>)7)N8ZQ7k8"G#8C7M77Sc7/7 _77H7ݸ66 c7 +S7)7-7!97E.76q777):7a6j6~6366$"6 6H6J7Io7|/7|7 +66lV76E7eg7QI77t7?70W7\7Hx77d737[7Z7g7`77#776ף7's7 P7N7767P4776)6#6666&6a666U6l.6N6666M66?6-676V6O6b6U677D772z7 *6'7S7F-66D66/6B66K66D66#P6666j6:66068656pY66F6jb66J6_6ue6(n6$66666666x626k6( 6D666p6q@66.6Ɏ6656m<6'6m66/6r6Ìi6^6 666d6V66Q%6J6C66x66J6+666626Q6f6 *6670x7 97E:7077>7 t77^ 7D7}=7]8707O7B7-6Z6H=7%6hj66E660 7t77-766ۖ6+7<6n7B7zw7:77Y7?j7t}7T77>773}77l>7r7#7*g7)7:r57&G7  77e7 ֭7L}74M7b%7Dg7!7 7-H 7NG666ؔr6V6O6i!6'6966a6 6+6<;6`6ӻ6ʾ66i6E6A6@6660666µr6]6KP6Q66d6@6U6C6un6ڭ6Ю6$|6+7/6{7 G7?6626ݓ6e6s6>66L66E66666ɢ6ؼ6Μ6b6ݍ6Ž68<=:=D=AY=g==-=9K=R= R=={=}==%o="~==*=w=2= oE=== ^==k==z==/=u== = +=+==+FV=(Uq=1A"=.D=%H="=+$='=7=4cU=>3=:i=0=-i=6=3_2=T=]f=$dV=!=B)=k=`==*=&h=/=,j="%=F=(%=$</<<<<<\<p<<ѹ<ܚm> z\=侔=+>7=y======:=%==L=lZ=*k=$=M=5O== >%>D>=>2>}>Y>' +> >[>L;>{>h=>>>0.5>Zu>Hr==8)>/>K*=ޕ= +=#v=J>#S>ye>8>(/> +=>> $=8===V=I=zW=====|==f=|=f=% =r9=j =}=tX=beH=[=j=cO==TT=:j==t=kO=*m=u =R=5========V===9=.)===?===Q=S=== ====&= ===ݱ=&=")k=+g='====#< ==0=,=6=1ν=(o=#=-p=) ==V=ɼ=́= L= ~=|=^t=V=9=$S= +p=-=|==U=<=7p=B==+=2=.=8=3~=G=BY=N=He==W=8xH=CD==\=)b(=% 3=.5=)= G=o=%= =3P=.=8p=3%=)h=$=.~=)&=!N== +^=I<8<3s=6T<f=V= +n==~=D=5= +:T=<#<<-=3==W{==C= =.= }===$ ="~=,==<=e=\U== ;d=<<r=k1<M= =W== =<-=r==U +=N=\(=U7&=H=C+6=N{=HIz=cy=\=k=b=T=M=[@=Tg ==V=8=BS== =2=-wV=7a=1p=G=A\=M=F=<=6z=@x=:ƭ=tק=ji=~=sq=a'=Z=io>=`=Bh=|)=l==pG=gj=yY=m=R~=K=XR=Q(=Eg=?7I=Jmo=C=^=VBn=d=[A=N=G=S=L=(|=#BQ=,{='J=#=j="BM=Qh=0ޔ=+Zl=56=/=%= =)=$====A= +H=:=(= j===:=&== ==r=9M0=3W==`=7Z)=-"=(.M=1]a=+=AbK=;J=Ey9=?d=5E?=/C=8z=2dM="$={^=&= o=%H==k=B=)T=#=,=&&=6==!==K6M-6b6 655z6w=5 6 q6 ǰ6ǩ6566^6 6]N5_5K~5[5`5k5L5ܛO5Ӎ556555ݝI55J66I6&6 666,6v6-?6'^6446.Z6!6b6*6'n6!6 R66H6 w5ā5~65L&6;6j6 6z6 6)66 5O55ʹ5Z5'5J5505d5h5O55©5(L5z5m5#5g5}5 55M5m55hn5K55M555M5Ϝ55x5ޱ5 5謃5,55{55vk56#m5Bc55~5555-k5˹5žT5555:5Ժe5>,545 +x5 +55v5.~6<2x65u6C665u6/ 6K76C6R6Kdf6<߷65/6DZ6<˫6!636(k36!6666R6/6(F656.'6!686'Y6!26Ze6R6bfT6Zl6KD6CA6Rm6J6jA6b6r'6i6Y6Q6aP|6Y0664~/6-W6J6Bjx6Q6I6:63}6AK69k6 66<6 LJ5~5:6566f66H6/666Y5CO5z5Ś525 85c55Ѽ5l5]_6n5w5䠫56525΁6 z6t6&Z66o|6 (6Q6^=6,D6%6628P6*6T6H6#\66 66 M6 +55 5ݹ5H66 +#6'%665"}6 6A655~5r5g5rR5f_5~w5q5M5D5W5R5zG5}ڬ55 +Z5Z5OP5e5ZH5E#5:5O5De5q:5e5|5p*5Yc5N(5c5X0x55*5f55v5O2515_5}5$d5155]5J/5 55i5{5g5K5n5bza5yU5m 5655*;555wʧ5_5e515'O5:50<)5[5 v5&m505C`59 5L5BS5/!5%575-5 5555 )474f55(4z5c55$F505 55|5 +<5Vu5K]5`5Tދ5@565Im5>5j5^P5ub5ho5R5Gkm5\,5PY5,.O5"54H'5*XL5r55 5"5<^5205En5:3p5(F5Ύ5/h5%5 +d5555@55"5E5 k5]5W56z5{5n5j55m5Һ5I5 M5D55D595B55555\_555`55'5 5.5q505ө555E55 +5ii5c-5އ5)95I'5}5515955S_55Uq5ƶ55Ȳ5ç#5z5dK55|5\5r5q95|5eƾ5Yt 5o5b55555yx5l 5t5u5M5B^5Vn5J57x5-G?5?qt54k5_YR5S5hc5[t5GnH55T5W555A5q5V51I5u5iy5h5q5dX`5z5m5W5Kx5`P5S~5 O5u(5g5~05hY5[bR5p5cQ6zb6qX366y+6h6`C6p+36gr.66\16 626wD6n066us6W6Om6^6VsX6Gs6?6N16F6e6]%6l6c56T6LQ6[6R6>666646|Z666'6U6B6Z6\66$66s6jz 6zy6q96a6X6g 6^ؽ6r6w66~/6n1[6d6tp6j68260D6>.66q6)Zd6"4\6.p6'+6D+6<4!6J%G6A64l6,&6962$i6=6w6 W6[6 6~66 6%q6?6*6#!x6Ae6v6x6{6Pt6G6V6M\6?sM67l6D6<6[6R6a6XC6JUu6A6O6G6/6'64[6,6 6et6%6669d61f6>66V6)~6"6@6.T6&6R6$6Yv66Q6v66v6a6066'6C6qK6@6Q6$6}6ʭ66z 66Y6&6t6G6k666#66ձ6~6p66xS6g_6^D6l6cy 6T6L6Z*6Q6r6h6w6m6_B6U6d=J6Z^6Co6;6H86?!62̏6*0671 6/%6L6D6Q46Hz6;763%6? +67+6}'X6s6!6w6i86_h]6m6ck6v6|W66q6r[?6hL>6v6l6UP6L6ZK6P6C̆6;o6Gŭ6>6^|06T6b6XȂ6K6B6ON$6FI6LD56 5ȼ55߼ 5553C6 6}6'65567-5F55j5p525S5;59555585޽=5:5n5Ӫ5Q6j6 [6665p6d6s66X666 6F666 5J5y5P5(555o5$-5E5Ȥ65S55!m575 5CR5Gx55t5$5`5i5Z55Y"55=5'D5T5c5J5r>55)35PL5y+5kH 535sA5߇55_5755{965955Ć5\b5D55 5:5Č5 f5555Ւ5ʉ5n5,5F55>555^5g[5\5C5q5w5\55 5l5O556#S6N6'6i6MM6 CU66%6+ 6#,B6.>6&16&6,6 6 6uF5Ż6 Ȭ6 5l5ޛ5@5V6 +[6&]676 ,M5\5.6_5Q62e6*j66A6-6"v6.6%Ä6{696196=!64p6(6 6,6#6O6 6Mm6+6*|516^6606676U6 +y166 6E5565C555v5nj5e5M55$5f5΋5Õ50i5K5q555l55,5 555B585L5Y55 55 5?585:5ױ5<5 5ZR55쨾555<5O5?655?"5[5!5`G5055595/55n5A45c5WY565O<@o~L;5;;";;r;qY;d;};n;;;1;c;;z98;;<<M\<<<%<< =u== +܆=<<1=(<<}<<4{<%<G<*A;;i<m;6< +<u;8;<;l;4<<}FG <4 !<&k<<*b\<.DC<$p<1<(:::):w:*K:o:4:#:::D:\:m:Qw:t? :X#:7::=&:#:x,:[͆:y&:\م:@:&:A:'͖999A9€99xm?999?9#:Z999.96`9s9K9%w9\93V9[8k9}<89l{s9@%9zd9K|&98rS9#9:9: '9e99N9!9:I9!:W999t9̴99~9T9q?9\DD9+9 91}~9 9^P9a99cSw95r9a97L9U8\7ָ18ؕ7ު7707e7Q8-O18 J8E8P7f787И7zn7Vs77kB+7; 7%47Jq7167777s7[oj7=7mi7K8`k838|g8Iq8;07a8 8§8%8_e8Q8v818 68CY8\7767φ\7 77ZA7R7iw7M7|7l7?77yP7=7K7&M7F7Ќ7n6J 671'6j7'C771s776P7L77-6 6Ӷ6*_66#66ΓS6Ň66I66`6 +6_6ׄ6,}7::z::yw:w" +:[=:r2:W:@RI:&B:< :#߸:j=:P`:`^y:G:7::/fX:zi:::k::h!:kz:q^p:[:3 :q"6:j:[kt:^m:JO:J:8=:Td:888G8:w9 8K8`8=888 89SYM9494o}99i99W89r988t8ް8888G8484^8l88l+8z8M88JE88]F8W#'80 87u8R8S8?8dA8f8b8aI8/8^L8S8ȿ88868Y&8R8R80lI8 +g8.g8 A7b77dD78*88%87vh7?7Ͻ78v88$Y88j38J&8r"8?v88r8^8{8cY83w8R8'.8a7s8Y7﷑7n777j 8G7⒰87o7 +7S7!7g77lJ717j7G7,7F|7,,7<7gƽ7G7cew7D7*_7AT7(U^7}7 7`$7 66kN6677>77\7~6E66r677]7 +:7W$t7=s7%g787!7u +7O7j7G573;^77-_#77td7V77666;r6䑳777 +66s646[6){8Hd8r48X8\\8ALR88/:8 8vD8E8Z8/8L7Z8 77O7ź7777L7!7yU77*77_77i],7w,7Y8?K8x8'f87n 7:7d7x8H7I777797b7`7&77~727m7K.\7Zy7=o7O7irK7w`7TN7I{70*7:#7%N7_ A7?'7S@767'876E7 77GN7-7<0P7%|7?7 7z7S7d6 h7O6ʥ6x566`G676kO65;66"6P#6v6Ѽ.71W77')777v7+6 ~7E77R7{76T666T666<>6k66H6SV6!666t6Ϟ6ƈ6>p6´>|>c>P>>yI>cj8>>h>>[x>>P>X>>^C>Jh>O'>=1>j>V >,R@> |>@>.P>>o|>>Ҝ>Y>A{>pr>X=g>\>I?>)>>S0>S>? ?x?p_?>r>Z?9>U>)k>>>>tA>l>>>cN>>K*>0:>w8>>,T>L>o>`>1>M=f=*"====:>-]>V>@q]>*> $b=h>f8>~=G=S=j=Sj======͹==ݩ=l=j==u>SUw><>ga>L>&و>>5;]> p>|>^nc>>oΫ>CMI>+ >RCP>9a#> =>(Z==#=v_=1=H>>7>#P>.=A=ծ==r?&??0m%?%r? f?W?0? +?:?-K?CK?6a?Y?`?(tD?{>>>#>&I>Q>_>> ?G>? +ŷ>>U>> +q>$?IG?;?L??d?,`"??0`?!${?P?BM?Q/?BA?3e?$)?4F{?%?i> +?Z?>0>%>>0D?/?j^??}>;>>>֤>R>,>j> >a h>DE>mi>O>>M>>>|N>[>>c{>+>K>5>>K=> & =S>=>%W>E>[>+S0>=>M>g>V>1 >޴>>>jl>>qi>I>W>">N>LN>uJ>J>w>K>17>PhI>5rl>x>>U> R>Sߕ>7>U>: I>> J?>!d> =9=L==Ѷ=:=u3==}=4;=6=d=D==Y=w=v=j=a @=q=g(]=X=P=]X=Un|=x]=l8==s<=br=Yw=h=^O=_==ew=)=p==й=&=z=Y==X=X=i=с=@=H +=x==~"=l=b.=r=f==kc=L=ɹ=v\=j=z=n=I=B=M=FEG=<&i=6p=?=9l=QZ=J"a=U=Mov=B=<.L=F=?/ =0 =)=2ϐ=,=$|=l=&=!%5=5=/=8=2=)u=#&=+=%=X=P=]-=T;=I=A=L$=D=_=V==ce=Y=N=G=Q{9=I[=;Z=4׮==`=6=.=(b=0ƒ=*6=?=9==BN&=;R=2=,L=4=.0=s==O=9=v==I=Y=9K=Ɉ}=[=΅==e===m=!=.==5*=r =k=uٹ==Ϟ=,=F==y U=R={^=;=s==ֶ=>===e==أ=%===i=w=e===B=3=5=~>=/ =D=j=U==-=!s=H===f=\=i=^=S=K;=V=Ms=l/=a;=nz=ci=Wu=NQ=Y<=P=DP==3=Eړ=>=6N'=/1=7$=1+=G.=?=H=A=9=22R=:=3t=pa=ep=r4q=e.=Z=Q=[ƈ=R,=sq=fT=s=g-=\=S8=]_=SF=I=B_=Jh=C =;m=4^=;>=5^=K=CxQ=KP=Cż=<>=5i=H>>1>ς ? |>? rl>>?>u`>>`x?1?'Zv?'A?:?1?g?2z?G?A?? ?3?#>P> >?>Ҿ>_>>g>>>OL>c>΍>Ӵ>>>>_>>K>>`>>>vh>>s>A>Qm>m>>Թ>l>Z5>fk*>U:>9>S>7->!)D> H>5> >N 7>3>I>/'>>">>>$>Y>x>h>~>_La>tm>Tz>=>\>+>tT>ec>J3O>X>=l>B>)'>;># > J>W>&=X>1L>'>'ke>> 3=>x7=,,?K>>ZP>۫0>㭇>>>a>xJ>œ>>>.h>ݒ>g7>i>lo>>x>;|>8>~>S>>%5>L>J>>>mB>lO>X>>>>>\(>sV>>r>|>o+ >\$ >Q3>a>T>Fw>;>}Te>gD>`vg>N>U5>A݀>? @>.V@>F>9(>/[~>$:>)Y>p>i> >>bJ>i}>P>I2>1׎>;a.>%'>Wj>?r>BW>.>*">L>)> R>> n>>0= n=o==H>=H=%===ǺW==a>/^>>>x>8>:>'=k>>|>w8==={=LB=6.=z=֊=ٴ=n=è===q^=ʘ=====:===:=ژ~=4==I==I=ֿ=1=l=^==Ⱦ==]==B====Dj===/ =)=]=N={Y= =<_==O=~-==3=vD=y==@3=%={==Д=}=3^=,=i==_=k=ُ=1==_G={r==y2-==Y=|W=t==uB==rv=sۜ=g=s=g =]l=S=\|=SB=rE=f$=pr=e=[=R=Z!=RM=KZv=C[=K*=C=<}E=5X==9E=2N=EO=>7=Dr==kr=7=1O@=6A=0K=H=D,==8='=nl=9=Y==K=y"=e==Ƌ="=Bw=Y=={===zp=n=vIE=jN=f=~V= ^=xJY=q=fY=l =b=j= =t==7=Ϊ=&====(=\==|=u=ts=~c=rzP=w>]=l_=gE=^B[=b =7K2=;g=5 =1=*=.=(=Uy=M)=Q=JG=F3s=?W=C3=6 6<6z6 6)$666`656D&66r66z6p=6~b6tc666{!6Ò6c96x 6.6{y 6fa6\{h6j6`6Rע6IwW6V6/6L +6m6cX6p6f}6Yg6O6\g6R6Q26K6z6'=6E6~6l6@6w666!6\6566*r6s6s6im}6v6l&'6_5;6UD6a͎6W6yc6n6{ó6p 6d.@6Z6fU)6\ 666M6666 66qF6̹6K6E6i66Ŀ6Br666!6 +6O66F6v6g676|H67@6aw66O66Ҡ6ό<66Ї66;/6ư66ж64P6=6я6D6|%6Ǔi636]d6V6 D66c6cU6^6{6~6676Fl66F676s6R6@r6v6U6U6C6]6$6r6D6F6 6@6c666}6r66t6h@E6]ݖ6i6_tC6Z6v46U6wt6k[6`6lK6aj666o`6$`6666 6ü6r}666L6O6m6k6ی6xp6=6y%v6mt6bA6n6c`6y6y>66y6n6cZ6n|6c.6@[3676Cl6:p6.H6&616)I6FTh6=46I6?͙64[6+666."66;6!6<*6[.6!~656 +E6#6|c6%*666 I6r6,a6Ky6B926M6DuC69 60P6;?62S6P6F6R 6HV6=.64(]6>65ͤ6'g66)|6!Y;66U6J66+l6"6,%6$r66!656B6+5f615Ĵ5 5۱+5565]Y6#555H58>5A5ҡ5r5>5t55 5`5Ǧ5m5F5M55S5Ap5xY566h6 +E6\5"K555{6 d6x6 6<5/55N75y5a5J5ݶF5x5÷L55ſ5k5S5k255 j5Ǐ58;5%5#6Sx6I6UE6Kc_6@w)67A6A68C6V6L6W6M6B696C)6:i/6.X|6%J6/=6&6i6d56r:6Z60"6'61K6(z6L6%Q6E66Xb6NL6X06Nr6D"6; m6D6;v6YA6O6YQ]6O6E86;R6E:6;61 +6)62@N6)X6 t563G6 6u'62k<6){P62`c6)jh6 j6<6 6l-6 j6866 5#5f5d5<6JC666>6v&56558C5֖:5555}5e5˘5p555ؼ5T5j5s55 5;6?66x\6Ⱥ6=5[6ek56E66c"66d/5695/55c555fG55|5S55355gP5N5X 5݌56Fu6ј66M6Ǜ`6+6\66,M6вE666؂6@6T6k66J566686s^6 6D6$6I66X6b666]6ٙ6Β6*666N6þ6Z626Z"6l46a66I6_6R56x6 +6v66M66a6d6`64-6/46_666 +66և6Y6W6 6yK6Q&6y26nz6c6n%6c:s66x6{6w6m`!6b6lk,6a6'6ֹ6JI6M6J6<6^6M6Cw6b6b6ڷ6x66G6݄6s6vK@6+6tő6k16`e&6i6^m6~K6rn6|-6p6g6];6eg6[G6y63666{6'6z6656J6'6&636W66pD6T6R6&6666@6h6Q66x 6n63]6Ϻ6Fw666Ƶ6 6606 6y66V6P6 6?66^6664N666N64666Ӎ6@666N 6J66,#6, 66+6;T6666b6Es66r66Ō66/66|I46yʞ6n6w#6l6c6Y|6a16V6t:6i26q86f#6^t6T~6[}6Q!66M66676x[6%6u76 6P6LM66|/#6q6w86l*6m96bG6j O6_T6XL6N s6T}6Jt6f2$6[6b#6W 6QLe6GF6MM6C6Y!6N6X6Nx6E6;h6D6:6X/6M6W?6L.6C06:E6BJ69`626)%616(T6 {6 6 6606(;606'!6V6*6z6#b6U/6K6Ty6JQS6AW68B6@x66T6Rϵ6H6PW6F6>=65c6=636/6&q6-6$6m6661>6N6,46#U6*6!6m6z6+~666V6>66y56i5C6636W6a55C5555صY5٢5׼u5(5*5154R55}5 555&5x5$6 6f6 6@5155Ľ56 +6t6 6|5;5,;5gN5n53s5-55 5ƺd5<5Ļ55۳5,5 5?5~n555W6N6D6Ll6B~G6;61u68ݿ6/6IB6@6G6=NL66s6-563m6*6(6W6&g66d6?6r 6 \6$F66!06LY6UQ6 R66 !6D!6:j6@ 67XP61 6'N6.6% 6=646960@6*e6"6'&66<6H6yP6G66B6 6S6 6Pf606^6 ^6656hg56d5;]5I@5k5 5$6G5n65\5:N5ܝQ5N5ׯ5$65p55e5N55`%5K5ϕ5 U555;555555C5u5$55ݿ5ОR55槠55A5"51-5Q5Ǔ5e55P55W5F5555$5do5 5B5.5V5=b=n=Q==>*= +=wH= J=ۓ=_= /4=k== bK===<_=0~=<x<4_=l<,<$ <<9t)q<6<+<3 <(i>55h5t51}5'r58E5.F"5p55$45r54?5# 4E4<4hi44ީB5 Ǧ5r554_4545@)$55.5G5<)I5*5 +51M5&5O5C1t5VA5JC575-75>535IO5GR5 55445 +5vE5#r5Pz5(5e55Z5UV5 EG4M444 g4#4]4\44H44U4Õ4Ժ434}4p444o4@44?4|F4$444K4o4p4544,4/_4Ϊ47G44X4f4T4n*444f54Q4߂4m4_444NK4t44J=4c4t444(484.X44r4ދ4A`4!4VT4)4Y4 B)44H4 ƀ42v4&,4;4/i4s,4 4#^4\334j,3B3tj33m3V4 $3%44P3q323l3['4D٥47+4Nc4@4+M4C43ѹ4'[4X$ +4I4bb4S45e5Xv5EKV595K5@5mV5_5t5fp5R5Fh5YV5L5.5$vI545* 5q5255 >5:5/G5@m55*(5%5 +{5*E5.5|5mr55t:5_5R5f5Ye5X5{|5:5!5lw5_*5s] 5e*I5F|.5:5LI#5@5/q;5$545))5R5Ej5W5Jɯ595.OL5>525L45 M53?4]4r44>555j5 r44Z5M4X4XL44u#4}4K4X4L4444瓱4ح4z44ʜ4W555)5I545 55#5oV5'555y5X5 +B[44.4k~4v4Э4S4֩4Ȓ!4/Z45h4)4܊4 s4Ll4f5y5uE555y5k 5+5pͰ5Ng5955[5l5vhd55{'5],5OU5b@5U +)5Cm57y5H,5;5g[5Y5l^5^d5L>5@Fe5QB<5Ds5n5s5g55S5"5>q555.55.55{t5D5#5q5cYR5vO5gĄ5U5Hy5Yy5LS5{l5k5^5o85]5O 5aZ5SwW5,5|5!}50]W5%_5W5 z5554fz5)$58MJ5,p5z5cM5!N554}5˹4H44؞4]4ݯ5 +L55 ]54444E=5<250H 5?53H5%!N55(=5ww5C56͘5FJ*595+1*5 4v5-5"55+5G5 44v54565 /53*545@45.444 (4!i4F444F44-44<4 4W4<4I44sP4b14{l4j(K4R4DC4Y4J 44q@44y4`4Q/94g4W44l4*4It424484544`44[{4!G4d44M4$4u4(0444n4]|4u4cn4I4;444{C4iQ4b4oX464)4<4/+44=4"e44Bw444HX4:44'ȸ4U4,b4 \s434 4y3Da33/34q44 4 ܢ3+33qh34N!4?wb4S14D414$'46a4)]4YQ4Iˬ4^z4N4;ER4-4?4144 X44`4Gm34~3n4!4'4$|44 +A34 W 444444=44444p4/4ɕ454-4(q4|44r4y44 44uW4;4zt4N4/4x4444m4m 44 4݉4Щ444\44J4w4494|4ɢ4ca4qr4x244J\4p444S4444Y0444d4244cޮ4SO4h4X4D60454Hj49à4m4\uI4r4`q4Lk4=m4P34@4("4_4,P4N4q34"4e4J4/m4"]424%<4/4 +4ˈ4 44v]4dy4zS4hY4S4D4Wh4G4}4kg44nkW4Z +4IӍ4\4LH454'48:M4*[47 4d4nw4d4:q4,4<4.4nU4/4!34 +;/r;%;9;-0;H;;#YH;;B;74;L2J;@);,";!;4;*.;;tz;|;:\:'::ܸ;!;^;;C;:; X;;V;I;`ݔ;S;=N;2=M;G$;;(;k;]Y;vߘ;h*;P';Dv5;Z|;M7~;';e;/;$;; +_; ;p?;8w4;,[;@0;4$;";;* ;N!:•:;::м: :':>$::t:v6:M::ͧ:=:\:#(:M::c:@{::u0:::$:c:7M: :j:Ng::;xg:g;&:b::v: :;u;qt;5; q::鱋;:":t:;_U;w;h;Qͻ;EB;Zb;L{;r;qP;Y;zM;bq;T~;jt;\1^;1;w;";r;:; +;];*C;aI;1;%;>; ;3;::}i::I:$:N:j:˄;D:;::W:Tu::;8;,;?;3;! ;;(,9;FJ;G;:_;Nw;AU;.}~;#+t;5(;); ;; -;"h; 0:X:x;E:A`;>;;<;;+:; +3;5:u:es:S:qV:U5`:F!:`B:Qh2:u:~/:_::l:\?,:x:g϶:8:+:B*:5&:::(R:T.:Mt:>:WŒ:H:17:$::Z:-l:s:l:0:,::s܁:]:::::կ:: u:8:aH:b:SL:m:]O:DB:6E:M:?S:yM:hh:4:sZ:WM:Hy:b:R.: 9:1:|99ۢ9Q9ƥ:n:0: :rQ:9: +2:H969&99Dž.9:9H999m9M9]9ܭ9¸99P9i:)?:#:1:$::]::j::uh:-%g:C7:5S: `:U:'!:9@d9:99)9J9A9X: 9G:kt:P99Ɲ9j9嘩::3:~:o:L::::C:bT:V:s:l:b:>:::~C::G:l:[H:v/:e:!:v:D:::oT:2:yd':ˣ:!\:G5: r:js:::y::K7:ZJ:7:g :]p::`::G-::B:::x::d::v:.u::S:O:fE:L4:=U:U>$:E:/:":7j:*X:^F:N:g:V :?:1j:Gi:8w:>: ::W:9:9!:$k:N:+l :X: \:e:::p:_:zV:hK:O̞:@`:Wi:Gb::q.!:Ҙ:y|:`B:O:g1:V:1:%:9B:+y:: R:::@@:1:F:80:$P:5:*U:Y;;#;K;/;a;;;&D;=;;¹H;G^;P;Fw;%;^;S;;V;2;s;dC;|(;l);;;l;_;e;t;X;|?;t;GE;;ȑ;2;;$;;q;rO;ڵ;;;;=;;L;;;,E;;C;;;0;;;;Q;>; I;;U ;Hzw;]9;OV;;;/d;B;51;eN;VRP;l ;\h;Hr;;;NQ;A;#;g;);ζ;8;T; ; +-u;/O};#9;5;)%;;ˇ;;];sծ;d};z;ju;U;G;[;M;;ql;W;xh6;b y;S);hFv;Yy;:;.S;?;3TE;"(; ;'q;Q;EV;8ϙ;J;={D;,=; ;0;$ɝ;V;a;f;ض;;A;;;똬;ט; ;9;Ѕ +;H=;+;ȱ8;(;և;;A:;;;0;n;hw;;h;Lj;q;VP;\;e;";絫;g';;${;;ޖ;?;;<a_;<;;L.;v;#;a;A;n;=;3; ;;;;o;˱;&;!;; A;1>;;~g;*;i;mȝ;^\;tf;d;;~;};o;ys;iw;T;n;O;BM`;U(;Fq;5n;) +;9;-;Z@7;Ko7;^n8;O;=;0~;A;4M;;;R;;,;s_;˜;x^^;p;|;:;;2;|#;M;Y;cI;T;\;h';Xvv;E;8a;I;;Ϳ;k%;[;o;_ ;L;>9;PV;B::&O;p:<:S:>?:ߘ:;:3; f:Ǖ: ::h:݅: :$:=:::::Z:j:u:^:=:::e:d:l]; z ;;;:X:::;9; #; ;>l;:;1::Ԉ:k:ڏ:t:77: :T::ూ:д<:r:::Ъ:Ƶ_::e:I\:\=::o:^XI:w2:eϻ:`:(::::m::t:Mͭ:>;:TÂ:E:0y:# ::5:(ub:[B :K?:bMs:Q:<8:-m:A:2:8:0::': :{:v:)::R:t:w:S:::):h~:W":o:\ل:Fh:8 +:L:<:u:bH:{|:hB:QϜ:A:Vr :F;F;i;!/;;:; |;;$; ;(;Τ;t;;F;:%:8:%:M:˕J::5:u:A:}:::Ԫz:: :*;+O;Ǡ;.f;";; +';#"; oQ;1;%u;4l;( ;Ķ;;D;MF;K:;s:hh:ܓ{::ທ:-,;:U;::䍮:ӏ6:j:8: :2':!: :(:y::%:: +>::a::T:}:^::mu::r%:[9:J:`>A:NC::w>&: :|\:d:S;):hhH:VW::r:.:::::y:Å~::,:(O:hh::p:|A:N::?::lxc:YQ:o:\):{::M:7:s:`":u*:b` 3I3;3Tm3E)3-H3 n36B3)3_3O3km3Z"M3@2'313J3;3zU3 ]23wz32232B3$3Wf3-k3 3 ~3<`3T3ߚ3w+3e733p3T3DW3^]53Mا33{mN33w3hՅ3W3szD3a]L353(3>z3003j`3`3"(3m3Gl38s3PM3@3*332H 3$Z22Ȏ2佂2R82;h2p2*\20=22]2)2鬑2[2223q2c22Or2t2aA2w2D222p;2f22l2O2l<2:x3293 3h2o\22H23O3z323 2N2)33H2q2222e922G 22qq2k22h2˰b222x2 393NR3S363~E3kVo3q3ul233-j33.Z3333v3Y3IW3c3Qq3:93+3B +C33G3lj~3Z3uْ3cGo3J3:3R3A3y35S33=353 +3C3+3'3C53=3@n3S3Hu3Y3\v3NJ3k3`3t3Z +#3I^3b +Z3P3D3}W333i3X 3qb3_E3ۼ33%3r3b23 J3%3,V3333%Q~33f3r3 M2n2wr2 2L52q2s2222'32222V2/2Ŧ39H3+"3@313=33#`3 Y3G]373N3=3)3K03/$3!d3|23 D3J\2B2*2D2|3N33l32-W2m222dT2R[2p2]޸2B&22_2Lt2<]2}+2iUf22u ~2V2F2a2O2$ʁ2l2-42ȧ2 2E22o26i~2'2?~e20Nc22U2"J?2\2nG2z.2d2T2l"2Z2w҄2d422"2n23212n26;2x!2HR282R2A^Q2*2}M2182#2[ 2J C2e2R29&2*H2A22NI11 1QV1q1ȫ11 1>21f2 o.1U1ȁ1g1b1j11M31n1^151C1.1)111ľ111 +1n1{L2|2n22 +{1131M1ܤx2>2%2#.2z11B11.11=n11p11w1p1s@]1$1c1<113}1n1q1j2922 a2R222]2U2v222̆2]2+22_n2ni2[2xC2dQ2I292Q272 +2m2T2ir2N?24X2L212o22 +2F222F2z2η2 2.H222g%22L2ԡ2fq22c2HU2.$2Ek2,122_2|^2\;h2B2)o2?ȓ2&2!~2 Z252 +5U1Li1kV1qo1%2ͦ2 2`211~m1稬111[1A1N1U1fO+111a1g1^1L1z1t 1]W1~1Y[)222x2xZ1㼾1Ă112T1j21@1L1~01110w1W81P1'1y$1U B1tE%1Ps11111oh1L{1j1H913E30[3xW3 3N\3c43 +3W3Ծ3Ҫ33y35353033_35 +33a3y3fi33ml3c3yX33w 3h3tG3$3z33\3澧3WP3>3o3$33c3ځ3R3v33d3dD33E3V33}333$3<33E353p3Dh3|3^I3y3T]3C3Z"3I343&e39H3+J3a:W3O3gP3UH3?330 3DB34E3:3 3{33LJ23{b2i3"33&6B332^3>23m23Zy$3r3_3I!a393Mɭ363x; 3d|3}S*3ai3KL3453H`Y313$ +z3Q3!33!t22c2{3Q3 -3O63 +2222׳l3~30S33訒3Ҳ3o334B3ٯ4iQ33ڎ3Ɏ33̺3S3M33S13J3:]3f3d33 3l3%3J33 34d3O40^3?3I+3ϝ 3- +3 4i3g4 23333S3!Y333O383@333333Ti3k3x33B3}pk3z3^y3vN3[c3E3/- 3B3,A3s83XA3oC3U3?3*63=3'_3C3332M12CE2v2C3M[3#33w2阘2OA2F23l43QH3h3N3:3$237#T3"3e03KM3aVJ3Gy34&3T31#333K32522F2M2¼3 2ϓ3 +0>2d-2~2/2Y22X22xT2Z2T2,22_2̍22ɘ22P22!2F2x2XX2t2UF2<-2# 29#2!2pe2Qå2l 2N;26c/2>y23:2l2ƚ2P\2Ó222we282@2c2H2r:2 222>2}2h2J2d2G 20s2_2,22`2C*2\߯2?2)22&22i122 F1(811w$1)1n21B2|e1:>1.1s.1c11K1U1#11e1C=1`V1?Y1:1|1v1|U61\%1;21Wc17lo212u:1O11w1+i111ݭ11o$1>11V 1k1dX1v1Vq1q1R13K1M1/31L1lA1H=1f 1IRw1+$1D1']2X72BX292t2Z2y29G2t2222N2U2pD2,2k2X\2l1%z1 21!s1`99999S9m 9Mq9y96999949p9_9b99Z 9JB9f49UiQ9:9,gV9D959s3C9`929l9O9?9Zs9Ic.959x9{9i919999P9P9Mz9A9f9W9l9r9@9x<29G9o9euK9S9p9^9!99Ǒ9b9|)9h9̴9sR$9899'9ͪ9S89p9e90{9#*g9: 9+g909 + 9D9=888M 8I8Û8Q88a<828869L8x8R8}8 8B9C]94b9L9= 9&99.9 x9V9Eǖ9`Z#9N +96M`9(6 9>,90j9 Oo999U_8xe888$99'9!99=(8^P9 V8+9ݰj9D9O9IN9 9N9'9p9}9eZ9;=9W9K1999Ɯ!9999E99~˹969d999/999M 99:s9:99x9(99@\: :\::f969ݹ9w9s999ū9Y?9$9l999̃e99l9åF9WP99D99j{9XK79t9a>9GKD97|9O +9?9m9ki9y9t?Z9X9GS9`9O69(5990uT9"L9A9`9N9 h(97N(9(9>ɤ9/19X99!v9},9e9~*9?9]y9iy9W&9q79^99!<999zv9f909nl9E959M{9<9'|F9T9-9 +9T9Bm9[- +9Ik93S9$99S9*.r88<88'88n8\888V8J7888yL8!18:8o8[8{8g'8J8:Ϟ8U7y8CK8/8s8&8/8`l8NBp8k8X^ 89838=8ôT8M8`8Iy8É88,8g8ի8s888*8n8808|8vI8bx88mJ8)8.8g88.8w8ъ8M8+<8<848&-\8!888 P8>#8.d8F=87*8!J8"c8(}P8C778%7O7( 7/7NI78}(787ҹ77778Pz8@8Z28Ho80C8"7888 S8cٮ8Q8n8Nw85ؔ8^82i88 ]7K8 +77o7{7ν|7O878&:77X777S8#y8ߟW885Q8ͧ8y8F8\9Hd898*8ޝ8}/8O>8ӣ8X8"8888b8m8=8+8.8Ÿ88q88<8ؽ9 99_9l8Ԉ8b88W99 9-%9 3^8(88x8O88x8G88y8}R8`8y8X818e858]=8u l8\8qy8jg8K8f8HW^8/88- 8Q8c8D8`8A)8*a88';8F87 +877ļ!7277J77 7U7Q7{y7778\'8>y8X&8< +;8%%88"q<8 )8UR88h38Q858މ8 z|8i8A767ԎZ7TV7)7777(7Z~7!>77X7{77EH7):: 9t:t::¢9=:9: s:M:%1: :O9,: :9ګ+9Ʌ`979л99u999~9֫9'9l9żZ9M99:)C:n:.Z : :z:`:bU::2p:$W:6:(:s: JS::W99W9ؖ9'x9 999:Cg9:G99<9}t9I99.99)J999s9ul9A9}x9H9 9a999n9TD9x99aP9O9i _9U9? +9/j9D_p9-9oU 9[9u9Y#9A9*o9?S9(.99v999S9S99S&9 9W9999C99L9r(69U9o9R9<]}9%999#F59l&9O9hRS9L969 939>B:;.I:,:> :01::H:" ^:!:B_:3:E~:5,:$|::':^0:w\9^: \B9k9@999: *:.: 49>p999i?9.>9Ä:H:8׼:K:;:*t::,:~/:M:=3:P:;6:*5::':: 9~: +09?9ޏ9I&9+V9KT:9":9.99 99Q9F+9B99/O9F9"9l99?%9ʒ9939@ 9{49E9w619d9ItJ9a9Fx=91^9s9.19q9]9C +9ZN9@/39+g39Z9(99ն9 9Iq9H99sG99o_-9q99k9`9>B9kM99g?9VU-9<9R 99s,9%99"d9W9O095_9Kf929 +9 9ک9 D99>98J9.8츟8 88H99!99h8u8ȧ8.k8ń8Q8Z +8v88%8m8E8i8 j8SG8J8{8#8eF828aq9M8 9 +|8p8w83G8AB8Q9 .89 +888g8QI8j88*8<8?8$8](x8z8Y 8S8x8Jm88u8Tە8q&S8Q~8M818Jy8.v888-88FJ8+ 8By8(-q87'8S.7h7䝾7ij7 7I757#712707ۈH7777%77T718?8%:t8<$8"j8Y`78 7 %87884+*8:8Ʉ7밭8Ͼ7bQ767/S7Έt77&77P7 +717M77D77~b277xY9O8988 8I8̎8-989M>88ȅ688828w8:8w88l(8Ld8hm8H 8'8s{8b88cFg8D!8^8@8888ٸp88݌8O +888u8Խ8﫯8ٺ8i?8_/8B8W88|88w)?8Zt8<8U&888.b8r88m>8Qz84JG8L80K@808Z8-~8[8 718IA7܆8)a8Z8%ޓ87 7׆7j7ly78A7f7S +7V 7j(7rO77l7=777587.7f7"7a8"88 >88f7<7m7P7ɧ882887废7*7-77z7a7z7k717[s7|M;7Ug7 a7277|7u[7QzK7o7Kd5*5555o554555$5J5#5555I5?5s55wBi5d5VG5h 5Yp5W5z5.5}{5k$5\5m5_r55-5Z55RA5#55 5a555G5*55O~505e5|55FA5p^5a_45r5ca5@5N505-5tr5ex5v5f 5IP5<5L5?4505%.525'f85N/5A45Q 5C55+5)l 57'5+=5j5@!5u5! 5485a4a5Q5955Z5 5z5 Sx55S& +5E5T:5GY*585,*5:p5.;5V5H,5W@5I5;5/d,5<50P;5!rq55"55 55 585#X5-5$.5u5_555%55Q5|5&5Bf55F5YO5z5Z55*P5555y5/5g5(5k 5wL5g5x=]5h~555=5"55x 5iU5y 5i35+5W5)5K55155555p_555q5 5;`5555ɂ5y5i5x5ha5[H5m55.5w@5g5vњ5f5X5J5YX5KoQ5=4505>51m5Y5K5ZZ5K5>RE51&5>O*515%$5F5%5>5l15]5s55%'5M5%u5#s55+5p5^ 5Y5K]5Yn5K5>518}5=x505X5J>m5WH5I$5<5/;5;5.?5%#55$5 7555bX5G5#5GO5"545 n5o5 z<5d4-k4"44ƽ4 [44t|4_4I4"44434Ϙ4`4u4¬S4444-4^4h04/4ދ4K4r4 4W4g4!440D4o444h444P43 4r4凶4M4Q44H444ƒ~4 +444P4 44K 44>4Tj4)u44x4 446G4%4qL4v&4svy4_/Q4Ns4aH4PQ4V4uv#44w4c 4Q4dy 4S4>֒40IT4@~ 414"44$4 4A4424Bm40b4![44]>44?Q4xX44y54e4SE4f=C4P4I4y4,@4uv4b4M4_U4J4@f4-l4=<4+& 44 4]4 P4:QL4(v847Z4%4 4 }444Q4Ñ44_4G424I4ƽ4X4杈4̨4X44\4R4Ŭ4O,44+`444$4ß44^4 I44KU4A444+44|4w44WQ4Ĭ494[*44r444d44˲B444|4q4444u`4T 4;44U44S4944]*4"4rI44n(4[~4G?4X.F4C424j/4}Kt4f(4T>4@4Pπ4=&/44W4"41It4 *G4P4nX4vV44.14T4+4w4 ޕ3n4 @34xQ4b4t^U4]p4M&494IBH4684o4Y4k;64Ux4El424A_4/,&4'4x4$c4(43434!k44H4,4I3'43F5+5O5B5ڂ5f5q5v5555%o5Jq5PI5sh55 505*`5.5C5ubZ5eSb5s25cQ5L5/'5555q05a_5o5_'5~&55k55d5'5n5v5555Y55>555f5Q|5}565yѦ5lL5\{5i85Y5ئ5vN`5?5rz5e5VB5b)]5R5V5GI5Tj5F5:,Z5-\N58g5+45Rh5D5P5A56<5)54{55'5!HK55^5d5 5X5'5 45Q5?5w5*5$454ن5MA5?g5J5<525%5/ll5"-b5G59/5D&55 5+5̭5($!5b$55 55 +_5ڣ4'4Rc455&5i|514X44c4d5g5/55G52S5-515M55)555N5505 05i?5nY5z5i5^35N5Y5JXL5u5e=5p5_5U5E5P5A555TG5v>56M5|`z55v35IJ5k5555o\5z5i5j 5Z5e.5U5J5r4N4/4dE4449b4*P4#T4444}4gW#4wv4as4R4?A4LY4:4pBP4Zi4i|4T4G444Ax4/^4@v4.E4;4*5d4444 #:47 +4%42E4!x4 B4S4m404Ţ3 33 3Ж3@3;Y+;F;@u;[; ;}0;E;8;Ӵn;;(; @;m;^;@<z?< <t< <;6< ;ȥ<Rm< 2"<<c<<;D<Z +;lW;;0;v;Ӽ;?];|;a;;;H;';ai;e;o;Ĵ";d4;;;;F;̣;;~;;;;j;.];;;ZY;;>;;;r;;s +;aI ;QH;a;Q=;7;s';;r|;a;Q;aZ;Q;;l;;T;;x;q;;q;;/3;;F ;-;;< ;;6Z;r-;@;qO;`;P;_x;Ow.;;o;0;m;^ ;M.;\n;L[;7vp;*1;9";,m;;; ;;;{N;.0;=M;/;!; ;#1;l;]:; H::5:9:샃:m; +C; +; S;:$:::޶;>;1Kq;@?;2R;$;;%j;`;A;37;A;3T;&r:;@J;& ;; W;;+;@::G::';|;;I;U:::Sv:g:r:R:ʅ:F:&:7 :::̄:': :*:r::O::::\ ::w6:d:z:an:Y::X::v_p:]:r:Z<:^:Sm:t::N::9:*:y::К:e[:Op::P:%E:1:::ss:oC:V:k:SK:L:: <:}!N:gJ:PA:c:La;Bn;4A;B=;4e;'H;T;'Ui;;B1;4$;Bd;3;&j;;&x;;r9;e;Uq;;:?:9T:L: ;:;;;:P:ژ::;A/?;2;@D;18;%;;$zl;U";>};0R;=/;-`;!;5;;^; :"; ::9:ds:{>:(U;Gh:w;Pl:06:߳:l:@:V:L::::*:1:P::l:!:&d:hs:-:n:::e:xe:$:t,:_:H':[K:E%: :o|:ci:j:W`:A:S:=:':y: ::B:::5::<:F^:::+::):@::f:{eI:b::OJ::?:K4[:6a:v:]}S:q:X:F:2e$:C:/0<<<G<l<;U;f ;,;<<<O<n ;?;;;; ;;kG;;J;o;F;;}e;;ڊ; ;;(n;= ;< a<7< -<x;s; ;:;丞< E<<;Jp;1;e;w;;9;ɵ;b;6;;0%;;;H;8;W;;v;;b;d;\;X5;Ɏ;!L;^+;˭;;];r;;;Y;Y;;?;r_;~;k՛;{:;i;Z„;J;XG;F;x ;g ;uċ;b)v;T*w;B;O;>?;;y;;8;Ԙ;Y;;;2;;";ܔ;w;z/K;;u ;pa;]Su;kw;Y";K;:;GS;7l;f;T2;a@;OE;C;2);>f;.l<|;UQ<y;;;qU;嘐;֚<';Wu;5;:;m;;ܨ;ͫ;;;1;Wk;C;(;};U ;܎;E;w;$;3;ʶ;;;!;R;_;;$;;қ&;; ;l#;^f;z;BN;;;+;3D;; ;N;y;;;-;;;5;";;p;_8;n;E;;Y[;;|;o +;}%;i; ;j;{;d;w^;d;q ;]y;\;J;WJ;Eh;:+{;*`;5;&<;Q;@;LkT;;;1 ;"@p;,;;ſ;~;=;x7;j;X;e<^;R_;;qGV;~;ji-;^9;LC;X̏;Gs{;GK;7;A*;2/ +;(2;-;#;g;<;-Y!;7;(;:;+n;k; ;9;*r;6`;&;;0;; 3;2;#z ;/c; T;v1;;; ;[:#:::N&:U:::8b:U:5::_;:N8:s: ;+d;;'k;b;;=; %:6;#;m; );0; C:H@;::v:R?:$ :]:S:F :en:i:h:c :n:\::~::_:3::m::T|:9:W:1::u:Dk:Sr::zl:$D:u1,:l:TcO:fŦ:P:>Ւ:+:{:::'/:a:K:\l:FR:6:#i:1\::z::::Ϫ:ohw::i:]:: :m:}P:d:vΰ:^:Wr:A:R:=:. +:2:)):$:MN:8x:H:3N:%:1:!j:p;c;2;G; Jd;:3G:H:;m;,_;;;{:y::::C:Iu:Ń:I::::::g:::R:A2:::e; ;2; Z:&:eZ:T: :;|3:S;::ޒ::؈z::u:2D:q::7:ZY: :::h:=:p?::IY::"k:t:<::,:p:X:jG:SoC::}_z:}M:v":d:Mc:^*:G:C?:/s:>_:*:^: :R: K':9x:&:4 }:!::fI:::X>:oJ:d:h:W:B:R :<:z;@:b:s +:Z:Lg:7F:E:1-:/2:D:*J:\: 99: 9+Y:%*:$: >::9S:(94P34e:33933Z3׈;394p3g4sJ3!32B2262232 3E2 +2222a3Nt363J333!333 3Fu303C q3,33 =(33t2+2".22ح22ԅ2U2I2S29}242h2 c222=H3+3y3333h3 3/3X338=33{3>33f33sB3'33r3W3n3Sat3973*v3I 33iK 3O3d3Jɗ3t3 3s33K3p33,3 ;33ϛ3 33D3o3}3W:3{3dj3vg3_3F~3Z3B33qC3q3~f3k 3V/$3=63Qk393?13)+3;U3%,3e33K9337y3"?333I322C3 282禖2Z2k22%2729D2A2œ2Œ2 2,2R2(2p2\F3/3W3+3p3 2@@3J23(3z3$Et33'2W2L222 2 2a22232h2@728`2r2225e22%2G2 22ߟ2ʤ2u 2U 2pf2P;22[2D2&Q2k42L%2fB2G2822422 +/B1'?21q20R2 +2- 221d2 J12^A2X282}2aj2CTG2\2>2m2wG22r2W,Q2:2RJ26Q2)+2/2%Q2́1d11 &1ӝ2!2 q2Z21<1vN1h1]1̿111yP1Gi1IM11zC1Q!1^}11N11t!11m%1Z~G191U141H&11+1eT1OF10*1JB1+L1O01 011J11R1 +p1gx1g1aͫ11f11&1-1[@1{1V1D1&11?T1"1 20*V1 T01:1*15(1101ɹ0ڏ}2u2l232g2Mr&22 2H2-ѡ2f2a[2}[2\O2Cߣ2)2?&2%zz22ҟ2> 21䤈1TF1T1Z2R1p21Q1O1q1ӿ1?2wS2VO2qZw2Q2:z2!_25ي2PT2koK2LX2e92G_21F2MK2,2V2 S1u21h1B@1Ђ11A2C|1q2̦1ݤ1À1u1=11-11<1h1u1PSt1ny1J11<1Z11h %1Eg1a31?J101w1+L1D0:`0B001'1 $J1"L1 0Q000'1311_1z1[{a1:D1U[ 14N1g1s11m +1OU1/1Ik1*111 150(0; 0y0v10H1I0C0$0p0̃+0u3,Q393ƻW33 3\ 3.33J +3k3i3%33333s3f~3}8 3a73L?35f3G31*3w[b3[3q3V&3C:3,f3>3(3ji3333X3W633x3 3303W3.3{3r3unv3k:3Q3e3LS39T3$35?3 x3`)&3G-3Zq3B303_e3,3N3 xF3 t33 +N522ۏ2 2:3v3313/222΀2˲22&22!2v2~22z2D2jF22P2}2t92~92m83{3Tt3 z22:2ƀ2#2\3 +'W2326T2c2E*2г*2<2 2A$2{2=2{2g 2a2aX622F22\2{E2[6L2t2U)323$'3w3; 33o33h3%3X3 +3}3~13b3wG3\^|3TG33),L39"3$Xz3/333%33n3 3.|833 _22J3 /]232۶2222C!2ł2Y'2U2\22922>2J22'e2~s22 2n2O3x2geX2IS22x2Tv2zm2`2C2ZJu2=2 d2*2I}202= 222V2ܞ2Kf2 f2{22n22>s2,2s 272k$2S28>2M222 2d +2~-2]2Gfs2-SJ2APY2(+2_2BF2Z 42==2(G2me2#/2 I2T`28D2Nǭ23\(2S2 272p1ê1׮11711c111b11؁1XA111v1U2IA2.2CJ2)V22PK2{1Yf2>l2% 29 2 gk21/2 +%1$'1hV111?1$1"b1_1j111͸1111119S1fM1d1_1C1%31=1 *1B#1Y0s1wݙ1R[18O112Ӣ1I+1 0d1ʒ00;000K10ݬ00F0i00030ÿ1p1Ls1i}01Fm1-s1I1(.1(+1b1@k1[w1:1#1 11j0a>0 k0匿0r0uv00=00060v00^0y*00232l2.Ê2Z"2{1621hX2)n22$21֍1ڸ1H71(w1dz1O1K11111z11(1r11,1M1@h1~1k11c22 +U2^2$11ͷ11fM2N2211p141n1"1w1mu1A>11iX1\1z1U1V1.111r1N1j41H 1T14Ń1Nc11/!11/1201G&1)1Aw1$71y^0 +u1 +z0(0ـy00t0_0S0 +%00vl0˓0 00 00n&0~0e1; 115~1p1Y0v101/11)1n0K_0Ӣ}00~0P0v00 070]Y0f0V)008000xU0N>0o0GP::M=:8N:JJr:5:%$%:-:":P:GH:26:DZU:0): :L:q: :9):M9f9э +9X9ͧm9q99999 9X99xW:@:-PP:>!:*{:|: +L:;:*::+:'<:7D:$5p::D::V99t9]9Ԝ9|`9W9,94999[9999R999{9999cH9} 9^9D989PP9$@9x19Z9s9Vg]9GN9/9D9,999'99@Q9(ţ9<9%>49 9XM9v8c9/9m99@9n9Rm9j=9N&9!9jG999e9J9`9E98ݦ9"7959y9 8R9 F8B91|9_)9-&9r98[ 9*8:4!:!V:0:jo:;:X: 9 :-:^:*f:O: +|9Uq:9&9h9G!9Q9m99r9O{9#99#M99’949999':&:7:#c: g:J9G:9D: :o:: ~9Z9ya99i9ӓ99X999S9C99999ns9Ky99w9u9{9y^99t%9\|79AP9WG9=99o~99j9R99{ 9Nc9569*{99&Q99d888w9"9_9 9 (8E88a8ә99e;9~|9_!9I91V9E9-<9xF9ZT9r9U9@_9(i9;9$9D9~9ݔ982u8±8Z899=9O8J88<8>8N8%8P88Ȗn8V88>8Ë88e#8Q8W8e8(8088b8h85@8b}8HF8,8C8(8#8]O8zټ8X8?*8$n8;`8!L8(8+08?!8 8j8888p8 8ʃK8(e8'8Kd8u8 8t88S8o8O|86 8&m82C8:s8j8J_8d 8D8.+8J8*48y87Sp8L77F{77;<78 7H8 +z77и77@7Q/77z7 +727j7E7d47A* 7_H7E7k7~7]7;ś7W77 J8M7RI8777 777.87ܿ77 7:7 +^7l777xD7*7qxJ7R72;v7L)7,7R +7j77dn7F׶7(b7A7$!8Ů8T888(8!8~Y8|U8883c88&8uU8\8o8_A'8@,8YE88c+88|88eA8y8^t8z8XT8JE8-8DK8)%88um8P7ԩ8?8%8:8 8 7|8 7;777O7L7777U77O7K7g777K7?7:7^q7M7Xk7<37=77997t7x%7R97q7LB72F7p7,t7 M7a/7(7777s7Mj7S7s77$|7ˤ7 7G77}w37j7FJ7d7@;7'R7 ͯ7#3~7 ^7\7;V7V75 7 7E7gU7Fp:E:`:(:9~9b919ԯ:#:":9099ς99&"9c99<93b9l969!99\v99999'9'#9y.;: g9:999śC9؀79l:9_:^K9˾9^99H99I99V999sd99m>9|99o9g9x9fR9{9`9m49P9g]9K97FZ9 ߂92 9$<9a[9F9\D=9Ag9.L99*59I9 +J8i9 s8E8Z81w8rQ8j989K88Z'8o8ƶ8^9V99<ű9Q$97 +9%9A+9!o9 9KL9249Fn9.s9Li9 O9M978~ +8n8\88A8;8K8Ӭ8(R8F8[E8P8S888999?9k,9=#9 H9,9_A9Y9999E9[9EF9y99?99&9wt9Z$9p"9T99cj959b9jS9N9c>9H9ᄬ99ڴQ9Ä9&x9l99t9ۆ9)9999k9#99r93 9y9v9r9]I9B#9Vy9=~y9*9l919d9PYj97j9I92 o9@9)y9;]9$t9796<9h8N 959 t91 9e9 89~+888ƿA8ݓ|8888X84|8ֈ8:8В8CY8x?8?8j8j9+{9B9&I9r9bQ89Y89!9;f99 8/8ڏ48?A8H58у8(8ė8,7888dY8"8º8ֻ8D8C8<8k|8{8p8s>8(8 808\8sPJ8Rۛ8m+8M8E8!!8j8*8=8g-q8Gq8a8Ac85b89808,8qO79877)8,7e8(8'7x8K7*777ԅE8!8}p8`8u8Z8=.`8TS87Zp8OP8o?88hI8N82b8Ib8-C8"A8 L8C8B7G +704776A8898|"8C7 g7R7(7H777H7I7&7v7W7n7I)7707R7*7gԕ7<7a):7Pܵ70C7J7*767|6|7Da7&17>G 7 n7 (a67w6777^777YO7yȟ7Sl7$7=7ű7#d7r/a7M&7j7F78773w7X7r6(W6B6u7-ZD7T7(766˂66>58 8b8}8[D"8BY8(&08=B8#m8u 8T8n8Na87>882r8787]8 y7?77}7π7@8^7s8}77ɍ77}7k8g8HqH8`ւ8B8-we8u8'8{8YԞ8<8S/86+8"D8 ;88+28_T757G7M7c47\77h777KZ7FH7P7*7777'7!7\77c޷7@7\X7:77{r7h7t7U~74M7O7/7#:J7 o776FE66+56h77S76Q6h696|y6`O77l?787e$7H7)R7A7$m 7c7]7|"7Um7;~775QJ7`76$7 +6|6q666s767v69666̱69m_9_9@959OR9>s9((9D9l:9ZE8C89C88-819,9hY9 58"9 +88$8A88/88ª88< +868K688͊80/8S8{8E8<8~$~8sť8f 8?885 +8X{I8I8*8l8858i8S8m8S8>&8*1'888(88`887h7n,8t8W8Q8Y{8&8*Z88[88vb8f8Hm8T0858-8ť8^$8:89=8~8887R?88=w8un7m7ޅ`7ن7H78:8#8*88l7 977N77B7177T:7777յ7;77 .777ʺ7p7'e77+ 7dݗ7l%\7Rt7N*7:8F8W77ڀ87A7a7 I7(77M77/7_7Fd7gj7l7 +7777S77777~q7o[7ļ7xM7aS7S67|~c7tM7TIn7Na7k7a7G)7@\7672@7 p7Z7-pX7(5777V/7L78715A7Aw77 B7)x"7!g7"7 477 ҏ7]7 7 7fi7q7&7#7y*7V7rM7c-7P%7eo7T7E 79-7E76U7-b 7"I7[w7G7?70f76U\7'|17#x7-7)737 7hY77 77n7-67#7/77&x7"7 77 M7G7G676d6T67 777j6j66ɯ6&M66-6?6f6;6o:6U6ר6ѧ7h7$-7j727A7/77g7,77X7r7nMI7P47T7N7<7_JD7Bǰ7JF727,t<77 b7b78'7%7(7"77 7 7f7r7V.7U7>7>d7+&7,I#7m7=7,&7*d77[L7:x7a7o777x7H 7666726$666Ä66N6)7 Q7<7N>6)S66妵6*6޷[76H86٢6L696-6ݎ6(6O66 666q6‘e66Ζ6 +6>6Qr6C66p6 a6ҡ6O66ז7666Ε/6z6٧6Р62C66ȁ6 b6¶~6ɘ6c666 +66 b6f6:66v67M666W6ǿ6r7Ӝ77J7766G67(6666Y*6S6636X66^6S656@66_66Ӽ6(6696B@6?666^:6ޙ6E6d6 ^6rq66Ԭ>6b86{6_6g;6«66ʐ6:D66f66b6\6wo66"06Q6s6I6vd6B6E66K66Y6J6#466;66s6uZ6ӻ66pU66<66f6YM66ʮ6o66 6m)6ۭ6966m6T6-6>6 6"G6A666B666Z6ǯ666y6̾66d666Y6 666s8666U6A6y6֞6c69K6ۺ66`6c77 G7M77 $7R66^66g36۬6>6m66s67PE7/6 +6>566%6K6C66h6a6U6u6ۻ6ԋ6$B66R6 +6̟66Үc6666ãf6(6|+6*6|6%66A6͢66īB6663I66z6U66 +6K6+6{6646}656+666-{6@G6זq6d6͠:6Y6,6%6W6š63v6Ө6f6ʟ6I&66o6B6ƶ6{66n6?666%066J6̀6u6S]66\6p6W66F66666E 6u666(E6E6G6626966X6Oe6]66*6636@6?6^616;6656m66!6866q6#v6666w6x696¾6666Z26z6166'606P666U6z6 66u6J6-6W6+6Z6ZV666c6Hs6%646n6~66')66 6666'66<6!B6|6~H66666ك6*s666O6MB6&m66u6 6u6 66*666Z6"6b6L6686L<6J6\D66164=6C6=k69G66B66'6hk6ti6yj6uC6|(6xe6q,6md6#y66~6y66z_6tH6o6s6o 6h6dU6j=6d66_6Z6S66666B%6c66A6|6)T6!62.66 r66t66m666&6K366K6'6666P6D66ʰ66e66 +N6H6$6P666_6%6X666,6 6F6l6z6'6)6|6t6<66h6606F6O6zS{6d66}6}16u666=6۵6a66O6 6f6?66Z666 66xg6xך6o66xۤ6xs6oW6oe6go6g +6^r6'6H6c46~Z6 6w*6vbF6n(6|6t6rI6jk6l6dʓ6cEA6[ 6o&6f16e`6]/6^F6U86U!6MrS6\L6T26SO6L6Lo6E6Dq<6<66i666/6A6| +6 6V?6:66y6~6w6sg6m66~6{h6tuY6w6p<6mj6fMb6p6j;l6f6`096cj6\6Y6R6t|6n6j 6dk6h=6b<6^6X|6_6Z/6Up6P.6TO6NK6J̴6EO6\6VV6RƁ6L6OU6I6F6@SP6I"6CC6?[6:P6=R67TJ64T6.D6hԳ6aa]6_!O6W6YN6Rj6Pp6Ip6Up6Nf6L:D6E{6G6@A6> 67c6J 6C{#6B36:6<646336,669>626146*{w6+6$۷6#̠6+6C 6<6:63666/{S6-}6'161K6+<6(6"6%+#66686(6"{6 d66 +c6m6vp6Py66 =6g6 6 6)%663@>>>6N>&<> >->$Ȟ>>p>> m==]>Y>==>>A> >>=e=4===徚=!=} =}=f=^= =ᛏ=X=a=[=ӡ={==a=s=.=g= .= m==H-= K=˸=3=a=E=,=+y=O=O===sQ=#!=!=""==Ō=2=ٴ===J=K=D=====v=``=#=uM=?p===NU=D ===[h===:=h===_==a=^h=W=Uci=Z +=WG=RM/=O=OEi=MR=Gۭ=EѶ=JN=G=CL=@=|n=u=p?=ju=o!s=h=e-=_P=e.=`=\f=W=\R=W%=S{=O;>=b=]: =Z6=U=Vq=Q=O=J,=Rw=M=Km=G +=IUA=Dɽ=C=>V=S*=P@=L7i=Hӟ=L#=H[=Eph=A9=E=B +=>\=; =>=;=8L=5$=Dz=@=>tG=:5===8R=7=3|=8=5/M=2V=/z=1y=. =,$'=(1==H=޳=yή=wd=m!=o=f!=zы=p=r#=hc=h#=_)=`#>=Xi=c9=[3=]=U=Sx=L=Ng=G=W^=P#=R =Kw%=J=C=EM*=??r=i=`=`H=Y=Y=R=Sc+=L=Y`+=S"=R=L=M>F=G\,=GJ =Bxs=L=FN4=G=A{v=@6#=:=<=6=B#==D=Ba==X=;=9' =8,=2=1=6@=5=0Ɇ=/_C=@x=>=:$=8k==f\=<=-&=~z=[==`=4= = R= = 1=_==>2=W===&== = += += w== =>=i=G<=6={<<<φ<ɀ<<<E<6*g6@p67O6;62r6.6%6)6!66K6M6]F66EK666U6bY66] 666.6z!66{ j6~6t4q6p6fkW6i6_6w\d6m06p +&6f6c06Y^6\T96R26l6OZ686~v6|6r6t6j6U6vF@6w6n6l6c%N6d6[oL6h6^6a:6WM6Ui6L {6NuD6ES6Y6P(6RN6IR6G{ +6>6@ 676\[6RZ6V +6Ls6H56?w6C{69ә6O6FQ6IT6@ 6=6467"6.\66Lu6-_60܊6(#.6$x6H66o6+\6"6%6e6@6f6oC6 6B66965bl5/5/5zK5vu545:5n5*5\5Vw55*355G5c6-f6&/m6%666 6J6 6$6U\66"Z66 +.6 6w6'6 +c6 +eR6|6\55|5363555y5v555}6V6 H6<6559}5-$515%ډ5B565:b5.i5* +}55"5f5fU5X^5\5Nk5Jk5=5Av55)55Q5D<5G5;-58RI5,&5/d-5$4515&"5)}5ni5*E5ɾ55 +5!s?55m55 5y5 45\5m5r515$5;I5L5um55#55x5wB5h5jH5\5s[~5dT5g#5Yl5W85J&5L\75?5[=5N45O5CK5Aa5557C5,L5yg5k85k5^H5]5Po5QsC5E55^z15Qb5Q`5E^5E5:5:(P5/85Do585905.of5-5"5#ݥ5X5.5$5$δ5555x55=5154Z5(5&<552&55*75 5! 55j5 W75 X5Ӎ55c]5 +}5i4M4 +44kP5>D4Ci4i44r4Օ,4ثO48565=5E565'4>4?B45&4,544|4R44&y424U4ݎ44̽44294/4D44s44 44D4%===\== M=%= =u]== B=s= P"=$==>cu;峂;՛;Q/;;K;Ϡ;9><:hy;c;T;;;+1;t;<;';;f;;A;-;);; +; ;;Q;_;;&?;N;;ñ;c;;Ln;k;؍;U;+;;;;;;Af;+<6<<[L<4p<6'#<,a<< <1r<3e:<)D<(5< < <<+"<j9<5*r<3<*<@<7<6_r<-*<-<$ۼ<$=;e;VI;;;\N;D;;u;xQ;i-s;;|q;~x;nS;kX;\:#;^;Pg};e-;V;Y@;J;G;: ;<;/:;M´;?=;B;5m;2;&A;)7;;pE;a_;b;TT;R ;D;FT;9y;Uv;G;Hr;;;:;.h;/];#[;7;+;- ;!<;j;z;6; ;"3;9;;; L;*;N:6O[66w06u36$6|6s06q6l6j6a86_6h{6f6]6\6z6w6oW6l6t?6q6i6f6dh6a46YŲ6WOk6_%6\|6T6Qp6V6U;I6Lv6K + 6S6Q{6Ib]6G6B?6A'68{676?)6= 6664<6Oor6M 6Ef6C6Jp6G6@6=6;69n62A60!66g64Y6-6++C6nJ6jC6cp6_o6f6b6\"R6X-<6Xo6Up_6N6KE6Q6M6G 6D6^\6Y6T6O6U?6Pro6K96F76IF6E6@16<*6Ax6<67636DU6AeR6:67к6>H6:n6461616.6(q6%6+^6( 6"6M66m626-~6)d6.ʍ6*6%ߨ6!|6$6 6i6}6>6d6w636/6.S16&6%a6,6+6#S6"7<6|696h6mF6L6p6>6qM6)&6' g6 [ +6Q6$6"Kn66I66566 p676w6 A6 6 6 j6@6=6 6 b6c6 5r5h55r55055+z66]6E566l5%n5 55*5z515c5&5=15nG6L6[60666ڳ66T66 n6(G66 6k6 +5^66L6 6g6 6 J6606v6Q555:55,5505d55 5Z-5S565'b5⼎5M5d{5#5٧55̭J55:5.55t555٘555ʎ.53z5650~5*5I5|6KQ6Fl6AG6=6*6.6)6& 6!PI66Q616-6([H6+O6&I6# +6,6$64666>6v66 u6&]6!-666p66@6%6pc6d6 fD6 6 B6 n66O6W66 o66 +{6136k 566~o5M55M55J"56 g6*6Lf66*676 ~66n96 =66Ҵ6 655]6 6gB6555595%V5s5855@y5\@5ډ556l5J55l5~5<5I55ϟ5 5ٌ5Y5"5ʉY5ƈ5{R5՛55IG5x55d5j5;5@5E55FO5F5<55=665W5058:5~55H5{555'5ٖ5!K5 515#5V5ˆ55p5-5̷5Ӕ5ư55ʦ 5I5}550 5[}5J&55̟U54535<55U5 5y5R5r5G5V5555p^5^5>55555^5L5P55J53w5505d5}V5fk5K55E5{5955O5\5+5{5 5 +5_555E55>x5 555 5^5G5H5p5I55|5u5i:555vO55J59s5*5t525yQ5qu5f@5ms5b5Zc5PU5{Ķ5o5h5]5c5X~5R5H 05W45Lls5F5w58v52Կ5)55ٖ555my5ٽ]5}P5 5lW5eM5{59555Qg55K5ә5 55*5́*5ë 5&F5Z55@5g 55Z5Y555/5=:5dM5|55V}5_5h555Z5"55q5Y5-5p 5555f5056&59555x5b55g5Y5Ƞ25Ċ5m-55DF5 5j95&5ȡ5555\55W5r515l5,5-555555vJ5j_555G5 55555j55`J5\5u05-5dU5|l5r*5}|5r5g5]a56V5<5}w5r`5|d5q5g5]B5g5]C5S5JB^5S5Jq5A58;5z5r5}χ5z5=/5:(5w5s(5m c5i5](5Z'K5f5bj5V5SK55{u5n<5j15v75qJ5e@5[5^5Z5Ow5F5Q) 5H5==555N% +5K?5?5=-]5H45D}5:#52%525/}5%{5B5(MB5 h5w55<654P5*X5"ӗ5,5$l 5o55`55 +5@5 D5>4Xp4L5f65\5Rs5I:5SQ5I5@N#575?P$56R5-<5%E5.5&5*25 5@58&5/Vf5'IU5/5'55O55R55 S5}5 v5|45#55 5.;5y5D5ܔ4J4DT4M4N4h44ܭ44Ԋ54N4Ю4އ4d4T4Ӭ4=c44Ǻ4!44ܛ4b4V4F{5D5@55?B5v,5 55555{h5pt5z 5nN5ei5Zo5N5b5w5lU5t5iqA5aNy5V5c5Y5P̳5F5N5E&5=54f5fٮ5\_5S:,5I@5RAm5H}5@.57)5@S57!5/5'r>5/G5&25G5۟5?55'5.x5&5-A5$?5 \5L55A355 lB5k55m4/\5^e5S5LlJ5B5IH5?595/5;52`5+5#2B5)J5!'505Nf56)d5- 5'&z5T5$M55X5[5 5E5 55 J5X44t5h5F555 5Y54\54&4릴4ߡ44B4O4464*44і4+w4&4@404q'4a44j4h4k44t53555 15Ѥ5 5-45i4O4}444U4ո45 "4!4&W4J4d4๩4z44Z4<4w44۲4_4rQ4h44W!48h44/G4qV4at4E4K-44 $4'47464^4`44(14m4<4l4eq46444:4v!4i4xra4k4]E4Q 4Ci4G]4J4J4144l4u4d4H|44}44=44 +4 4V4.4[4444G4I_44y4k4xr4k4^ԙ4RYZ4q44ym4k4y54l2P4^Q4R#4^J4Rb4E4:4F{M4;hO40*4&:4_-4Rŧ4F4;c4F4;d41$~4''40s4&44ǫ4F43E4 ;l4Z<:N<2*<<|Jbp;|;;zr;c;}G;n;dt;5;Km;x ;h;s;w;u(;i;rT;gr;Y8;On;\(;Q;Eע;;;;;;Ш;o;xo;m;¤;v;z2;5;;C6;{];o:b;z;nC;b;q;Wt;c;Xm;LB;B;w;k=;^e\;TC;`#;U;J3;@ +;H*;>H);3;*Ē;5b;,RP;!b;;KwT;AZ;6;-R;8Y;.d;% ;;#g;;; +;; ;:<F;0V; \;㤃;;0*;6 +;Gc;ھL;Х;ȡ|;a?;PQ;g;Dq;;;̹;F;;v;;;L;;;U;>;; ;;U; ;{;;k;ڕ;P;>H;#;;x6;;8;dI;;{m;n;l;\;K; +;;;xԬ;lO;zt;m;c%;X;b2s;Vg;L;BU!;;s_;;';;U;G;{;60;";;:;;};t;h\;;;;z;cO;u ;l;`rW;p +;d;[p;P;XU;L;Eq?;:u;wU;j1H;`E;T;^;R;J#;?%6;K;Af;8J;.t;7C:;-DQ;%|B;;G;=m;5.;+p;3h;)2;"3l;7;$ +~;;-<; m;; +;pm:z;{C;oV;cG;Xg;ca;X;MN;Ch;Mp;C;9 ;/;9\;/;&Ϣ;u;MW;CE;9.;/;9M ;/y;&\;oy;'{;;s;;;};:;&"L;;f; Ϟ;d,; P;G:;]:::h::p%:n@:;::ҋ:2:u:Vc::::n:C:T#:q::::R%;&k;;K; ;3; ;c:,;:0::v:::׿v:˶K;:a=:y:'2:<:0: ::Er:: +:ds:::7::ל::Dx:]:A:T::l=:x::=^:j:=:H(:dc:}::*:;V::A::r:~:%f:~x :n:a 3:orK:aj:S\:F͜55ܰQ5o5~5'X555tr5Ͳ55f>55n5O5-535.55*585,5C55W535A5B5G5,5\55;5~55 5`5VX545a5@5*U5c5&5X5Z55Pw55aq5?55A55}_y5zG5l5 5v@5r5e 5i|5]<5Y5N15~}5l5d5Ø5S5@?5r;5vݦ5*5i5(t5r5u85gB5e"5YJa5xE5j5in5\c5]h5Q+`5PJ5D5[" 5O5M`)5A5Cr58di57Y5,35p^5cJ\5`sF5Tu5W5K[5H 5=K5Q5FA5C3T58G5;G5155.5$5@)55v535)v5+>5!~5G55'_55L555 z5 +\55l5{55u5zI15m5hƣ5\Y5o5cf5^05R5X5M5H:5=5aq5U 5Q5F`5J5?55<(52#5Be586w545*/5.t5%5!qn55M)5C0x5=54859,j5/f5*5!/5/5&/5!55p5*55 5&\55r5D5 5 +o5 q5&5 ?5544444Y55C5+5(?5_5"P5T55<5.55r55 {-5#5\4c55>5>Z4>5l44444[4嘁4s4444F5T[444e4l4wG44Θ 447[4(4È4344u4>4Ӱ'4DŽ4dž404=44444y +44Q44;4=h455EF5959V5.O5/P5$V5$r55-׋5#5"x5X[5155X 5555 555R5[45a54Ap4`444452 +5U5 5544j4N5VG4+R4%4箋4j4c44 4x44h443,4#m44<4=4i84m4a4hO4 4v4ޯ484t=4ͩ4Ӊ44s44;J4ӌ4)D4ݘ4Sb4{4|4t4844dD4"*4E444w44%44m44b4O4m4-4v]44484E44nW444?]4 +4M4W4c4C4]/4s64o4#4ۆ4v=4v$4e4eh4V54uJ74e4c4T 4Uh4G54FZ484G44ӷ41Q474 4J4 44+U414F4!n44 4r4m44B4z4%d4M*4r)4Pz4z4H444Z4{f4w4h>4q434"44 444}4TR4.4o4qV4w4h4b4T4 +4sz4n 4_;4cY4U{v4Q54C4Z& 4L4Gv4:4?43u\4/'4#444)4X4nH4q4a4_64P4k4\64YP=4KX4Nc4@!4>'41C4S 4E4C/46247ɚ4+T4)P4n644*[4()4%44454vq44G4:47i4+4.=4#]{4 f4ۙ4'4 4p4|4+4 )4o34=4\4 44?3y133c4 3R3ӿ3!33ϙ}3]3z5=5 %5t-5V5m4d44D444'4Ӧ444Q44R444ٕ4ͱ4ԡ244X44Ɣ444Ќ4=h4N4D4,Q4͋;4€44:444!4d4!444R444O4s4G44:44do444y44~4r4d4o4a4W+4KM$44444`l44 +$4 44$4թ484Ex4C484~;4o4϶4 4Q44A4y4q4ctw4x34jw4ac4Td#4\ o4Nv4G4;^4,)4uM4k4]ޮ4g4Yk4P4D4T4H,4?jM44!d444 43|P4U4>4wP4i4uz4ge4\w'4O4]4Qfl4Fw 4;(X4Ey4:#40g4&/D4Zm4M4C484A464-u4#4/[4%4zI4Ce4f4.4 +4;404&4gg4CY4$S4_4 34XC4 4d313.3>3u3P3,4 ;4O33?3=L3`3633ڋ.3Px33Z3<333B14+4!k444443j4 o4&w3$333㿚3b3{4!3ϯ3I33@3݊f383ſ3ձ3g3>3{3٧33I3'3N3v3Y3u3co3z37Q333$3L3|3#33%3uK#3:g33 3 333/3s3ɭ3t3e.3V3d3V3H3;m4j4\S4U|4H?4Nվ4B4`3'?3a3J`33 3n3h32333>3 +3w3ga3|)73kF3_383Pc'3[3M23Bv+35`353q3c3Tʍ3a*3R3F393G3:3/3#[3.X3"3e3D3D373-$3!{3+dO33E3 C3 3 h$3p232^2必23ro3b}3W3IW:3S13D{3;3.غ3?ac32h3)3}3&:3m33^37Yf3*23"D3*3L33 3e33u2.~2a2R22۷%2 =3;3 +3213O23Z2D2k2b2yR22C2œw2r222b2ϤG2Ö22y2%2 22Q2g2322:2a2 2l<;z<2'<0<'<)E;έq;̉;; l;R;a$;;Ŝ8;;J;D;;;+;w;;-;˕;Ɨ;;;;T;&; ;;;";&L;9|;r;P;3;$;;*x;;; ;8G;;p;;M;~q;|+;l{;o;x;u;g0;jC;\w;Z;L;^1;ݚ;͚;;8;8k;I;{;8;;Q;;8;;;Z;!b;A;Wm;e{;i;H;;J; Y;7;E;;;&;~?:;p2;;|;`;~;Y; ;;P ;";P;}u;p ;x@;jr;cw +;Wl^;];xr;q;d};jV;]v;X ;KE;];Q;KN;?;FF%;; ;5;+;,;; +;{O;;qZ;l;_1;v`;hO;c;VA?;["J;N;JD;>^;c!;Vk;R2;F};I;= ;:;/;B;7;3M;(;,{;!a;;@(;Qk;E;@1K;5;:2;/Hy;+1;! /;0L;&J?;!c;u;[;;;W;%;^;h;;i; ?;Y:.a; +R;4:6:A:::2: ;Uq;f;u;ے;3;i;i;t;;f;c;qm;r;dk;b;U;tp~;er;e*.;VP;V +;I;I";<;V;Hw;H";;E;<;07;/;$f;op;a.';^;Qs;Sj;Fԥ;Ey;9[;Or;C]S;@;5E;7;,/;*W;;:}];.c;-;"@;#;t;S;2;!PH;5[;<; 1/; ;|;a[:^;<>l;0E;0E;$o;$5;_;:;:::<;2h!;';%,;|;;;;ͷ;;/A;O; :p:`::a::I:C::::q+:ȋ: J: ::B:::l:\P:f:~9::![:mM:9y:r^:]:D:=::!:c:x#:h:~I:mV:d:U:_:Q:G:;:Ԑ:A:>::/:Vl:!:My:3S:: :::::}P:j:ɘ:Y:&::::yY::|:nr:`5 :lU:^3:Rs:Ef:F:~m:oM:a5:o-:a\`:T:Gp:T :G':;:/:;d:/:$7:ĥ:S:FH:;dS:/=:::/:$e::$:: : ::9!9:j:vUV:j4p:[:g.:X͟:N+:A):P:C:9h:-:7:,:"=:`:Kf:>:5:* Y:2{H:'J:):א:!5*:ہ::: :699:#:g:~:]::99?99{g9ߝO9j9@9$-9ý9p97-9{9W\9'9ܛ9e9wk9{9S9`9T99T999h:Td::Yn:::::x:6::=:Ya:|{:n:t:l :\:7::}?:ld:s:cB:\~:N":e:U:N:A/a:G::J:4:(?:r1:c:Z*:L9:T :G:?{:2X:D:7[:/z:$r:+;: z:U:*::f:. :'_y:g:"_::G:?: : 8:9+:69E99ٽ:TE:Fj:@(:3I:8:,&:':Z:.K:":::e: 2: "9: :::cu: 3:9"&9J:9T79e9"9p9VX9͍9G: :+9T9S9J99n99^9h9k9a99&a9i9d959!39 9\9Ј96/9/99v9'9d99_k949J9uW:{:TD: P:|: 99-9o999F9˶9˗909999ْ9p9@9~9F9I9h9O9,*9 999-9A9+}9969>9 *99u9G9d99j799qQ\9@9pq%9`S9Q999B9n=9}"9lX9]b9N9_9P|9B95>9B +y941b9(+9?9A9Fk999i99Nt9h9B9#9y9h9u9d9X]9H9c9|;9p9_39jޟ9Z'9OW9A9T9E0u9;t9-979*9!9u89[9L%9@px92g9=W909%99'99y 9"9R9$889#9e99`9 Uv9ҍ8^8c8)8=8O8Q8`8ƌ8aF85F255u5~5t35ct5mz5])555we5͡5pY5f)5Vۉ5`5P5S5D45MC5?+565)HF51o5$'5G׋59(5A54+5,NU55'.5f5y5i)5rH5a5YG5JBe5R/5C,5j5Zm5c +L5S5K5=G5E5575<5.5665)95"535}5x50`35#5*5a$55 95i55dž5[5T5 754P5)455;55t5444 44w4ׅ4``4Č44'4S'4t44ŷ\4L444414 5 +k5J54q4u4 +445G4444j4"4M4B4Y44]44i44344g4444ř44d455[x5L5S-5E5>51Sq58>5+1_5L~}5>25E457=5165%W5+ 5"5$z5i5$5I5 5u545ni5lK55 5544p4<5=ɗ50F565*K5$45&w5]5F5/l5#t05(c55&z5 |A555J-55һ44ߟ4ȹ4o4_5n4f4@44#4iN444J44d44ϝ4t^4R 44YT40144{g4444|4XN4;4"444@4444$4W4H=4T4~f4{4t4O44ɲo4ae444 4s444t4474S44%G44Ȓ44^I4n4kb4v4b4HX4 +x44wR4m4Y4c 4Ps4t4Ȓ4 4k44xP4\4qBZ44g4Ie4$4E4ia4xNx4b4by4N14\ 4Hi4;4*46F4%G4Uc<4BV4Nȫ4303l3A33j33H33P=3տ3533I333233%33O+33y3vM33n?!4zR4e4q4]t4Q4?4Jt484i+4Up4`4M4C!42(4;t4+4.~44(4x4#4]4 3q4"r4b4q4uZ43I43GY4X +f4Ex4O4>44͔4%m4-S4'4Gs0464?_ +4/2M4&4oH4 0L4G4n4 44\3Rc3j3 3ٵ4 34 4h"33I3(33+39n3ׯ33h3Y33h3͊3݂3Ȑ3Y3/t3T33333:3 +33<3fG3wt3]33Ɗ3"33nY3V3eR3N4b3SP33p3:33K3!3]3S3I333_ 3Lm3._3 33vJ3 3l3]P3F83T3?D3|3c~3r3Z3L 373D30qL5!v5k555 5+5-4N55 ӫ5 g{5r5B4{4444`4玆4Z4Y44&i4gC4~4͂V4Ӣ4Z4{4`D44|54oG5444}!4 54U44DE4 4G4b-4kQ4P44<4e44[4?4]4 4N?4U44Y4-44Y4,44$444444w4_4$~4 4ޡ44"4H74}4u#>44mT4w4c?4Z4H b4P4?4lJ4Y_Q4a4O4G47S4>ލ4/14j4s4 4 4}4i4q4_ p44y4i4mS4fX74Th 4[4J84W}4FA4Msm4=462u4'>4-4|74C444:4+B4%xG4{4l244s4744á4T4T44++4 ?4X4V{4]G4m4D4#44Z4_444f4ۉ454z,444q4424m4r//4`E4s4=4,4UI4#4Dk4n4,E42n4J4494}4~j4(4o<4 +4v4{ 4h"4dՖ4S*4W]4G4l.4[vO4^4Nw4Kq=444Tm4(@44 k4n4 4243$3b33 3:33D33~33ե34 3Gv3a33t34W4 m4=u44r3e3 3V4 P 36G4M3B3}3[3:3V3!3 r3M313Z3c:3x^3 O3·3{3aU33%3U3B33383a|333B3-3w 3@o323HQ3r3^3m^3{cf3c%3i#3Q3_3IK;3<@3)`K34r3"v3V3@v3L383-m3Z3& U33y33/3}l3pL3Y*v3e{83Om 3[&3qЕ3~3fk;3Z3EH3P\33Ԁ3K33u|33`.3 3S3} +333,3Y33p83zL3ch3$39 3_3U3333c3G33q3T3533;3 3}333u3l3W3`3L 3~A3h 3ox3Z؅3S3@3Gu35Ѣ3q23[S3e[3P3F)333<3*h3ZE3F3O'3;33{3"j3*P(3(3"F3V3hV3 G3222ᛲ3 3k3 W2:232֟2⪚23D?32 39B3(|3!k3&33 +dg3/N!3>3%k3O3w-33g62;3$292S2 222a2i2є2g2262*2ף2|2n;1`;ж ;;2:;“;;;V;ӣ;/;b;4+;\;n;G;e;RK;;;~;T;;;;j;;h;xs;);{>;;t];;;ڣ;B; ;;;6; ;5;ĉ;m;X;; ;<; (;;;,2;;dM;l<;w|];e;/;;R;yKW;n;\;gr;Uz;w-;dGM;o;]'k;R2;A;K ;;A;h:;V";ac;P @;F;6v;?;0~0;2;#*;,Ι;;; ;l;v;';;"9;8; ;S;֟:S;Z +;Iz;S`?;C&;9;+?;3;%o;L*%;<;E;6_;-;;';x;?;;; fx;[:::ꔀ;;L; ;:::9:~:g;I;>;;L;=;;;8';+;';;D;-;!;;z@;޶;p;zN;hk_;^;N ;WA;F̷;q;_x;h;W;O$;?<#;G{n;8;+|;b;Ng;H(;;qt;yAq;h;;D;m;wU!;osk;]';e;U;_];OR;W;;F;?b`;1';8h};*k;M;>;E;7Q;0s;#;)~;;>@;/;7J;);!j;F;8;<;0;";*e;F;*; +Y;; ~;):;:N:դ:l::ˍ :KS:-x:7:n:::N:\;#s;;&;0&; +:;:;; +F;;;;:t:@:Bv::J::A:-:F:D::ؽ::Ϧ`:0:_:$[:>:H::$:::S:::x:f:::ˤ:;:I:K:HZ:AD:Wc::A:::!":|:::~ :: :t:~&:l1:ݗ:ʍ:֨::g:y: :',:RR:t: :u::\W:2:p::7:AF:Ǒ:}J:e^:t:]k:6:^:ZO:{o:l[L:U:ds:NU:kL(:TK:dX:N:@!2:-,::7:':]:G:V4L:A_<:4U:":_:.g:>:l: :: Y9h99y9:7:5Y: 9}99Ҕ9\9:OD:;:H/P:5t:(:M:#~::A$:.:;:($:H:$:: ?:'9h: 9 79۴9y9i9`9e59U9799 9B9Ƌ9m>:::A:=: :::*:MU: V:Z:v:^:VR:N::L:rC::i}:[ґ:G:TJ:@1 :w\:aS!:m:X6:L@:8:Dr:1J::h:::> :{G::q:V: +:lH:3:~:gH:t6:^s:eK:Pc:[:G:< :+A:5 :$C :S]:?:J[:7:.N::&K:&:40:":-?:n::G>: ƒ9:'C:: :n*:.9}:fq9G99r9_A9͖69O9s9{b9̥9܈9r999O9D9:C9r:: ::999@r9y 9y::: 9@9u99n999|9Y99R9f9w999E9 9999V9;~];lu;sY;bm;[;K.;Rd];CE;i;X;];N;I;:E;?;1,;= ;/,m;4`;'";!;];pb;;, ; ';$;n;'H;.; A<;;T&;E:;;IR;;;7Z;)y;.;!};?;26+;6~ ;);%;3;c;f;;;P; +e;1::;P?:;j ;;S:ˋ:N:F:P:Z; +e:K;E:f::v::ì:<:3:C:e::Ŝ:3%:Ӧ:ƽn:::z:0:o9:Z+: +U:::ٜ:B:-:::::4:2::c:e::ڲ::WY:{ :'::: :<&::^:ˤ:b:: +[:3::s2:::::|z:g:o:[a;,; ;#;;+; +u; F;;QF;G;M;<;:e: +:;_::z:C:ۢ:c:Ё:`:@::ul:w_:#:I:D:7q; +C;oL;:-:cm:4v::УV:z::7f::Ӻ::ƕ$:s:C:<:":(::õ:L::Z:l::=:;:8:rC::::O0:t':z::W:G:I:>::::%:\:x%::w +:Ƌ:j=:cV:Pޕ:W:Evc:r+:^:eBt:R":LZ :;:@:0::kJ:Mu:^:ST:j:p:]t7:_:u:z&:f:b':P:T:Dk:Xe:Fw:Kl:;:6R:' j:,::?:0rX:4d:%:!n:V: `: :m:~::u;9:i:U,:_{:K:7>:j!4:u :_J:U :B|:LI;:: :A:0U6:9.:(E:::: +@:1>:!.}:)p::;:|: 39S:iw:Ur:^O%:K+:BF:1c:9:)1:S:A?S:IF:7a:0: u:'s:&':!^::$: !:[09(K9{9}:l:P: \/9s99d9}99r:`99u99.w9&9̿b99x9#L99ϓ99ث9@99999ya99z`99p^9>9i9999n49e<9uk9\99Y9aQ9*)9r9999[9.9q9ߨ9l9999#*9o9Ǻ9y$9jԲ9R8E9_59H9/9n9{ɶ9b9U9? 9K96d:?:.~0:5:%h:q:V:]: :+K::"::j::<9!:9J9099ڽw99 999ض9_9n9@g9n9|9L:92: 'd:wr:&?:9颛9<9Z:p9;9)9>9[9>9RB9g996_9X9(299y9`9M9999ȕ9Q}9O9L999(u9Ar99d9Q9(69|9M999q9l9o9{|9c~j9o΢9W9d+9M09B9.(98@9%EA9X=9B9M2O9859/o9p9&J9UX9G9.9^9x9n9W9a9K99kp9tT9]-9T9@19Hq959B)9/w!97R9%?9Ҕ9 9B:99.99$e9A9 [~8V9:28&33o{U33h83U3>\3O7-383{3a 73s63Y3H323B|3-73)A36!3$33 2A?3Q2 3<3 33222M23l83R3d^3L.3<30~3(3*W353 3AF3/2t2@2 j2q2G3 fA2`3U2L2[22Ӯ22ϐ22.~2 e2b22o2p>22232!J22%22T2va2WG2n2P^[2;U2"25v2b2g/2I{2_2CM2/2 2* 222_2;2292wy22os2ʹ2V[22C2 n2gz202_2X2<2Qj26~2$n2 252 +(2Jo202C/2*J2i2Y223M383F31E3$Dr3N63V3 03?K3+Oo383%3x3*3SF3<3;2y2 22l}22L2dQ2!22b2H2O292u2-o3133+33 #2#3g2U3$P3o33 `Q3U^22p22΃2LJ2gG22F2A2,2u2,2529222ɠ2r2=2`:2J22iv2vs2X2mA2P2el2 2a2{2e2I'S2]I2A +2<2$Θ26U22t81"2 +w1w2/H2{2)p2:21R21߹B22rz22i2UA22:2Me24e262aE2uT2Xs~2E2-W2>62&Ȁ2#}o2+2}22 l1X1ץ 1A1b22Q2z11b11ݺ1=2 z12o1U1ґ1111_2I121LA1B"111X111{1Ȏ1cGH1A}1[Ӳ1;11y1n1pd1T:14ڬ1Mp1.7111d1l111W1T[1Z21)1|11O1 1l1 11h\1yH1`z1F1(1?1#1}1Y&]1u=1Q19!1`12 +1@1$CQ1 $11`0껊0ʼn001r1о1=0%00)0m000&0o00g40@20^09I_0eR0 060x0W@020OC0,1)0[1 +6B0t0M0|00hT1d;0p10s00 0#0F00o00gCV0G0%0@n0:0k0^d00V09V0j02v40b11rX1G1j1t1c1 1?111|1e]11V1:-1wڧ1l1JP1dc1C-1,lt1Q1&Pi1 L1\G 1<9/1T_15sE1 ]n1811HU1j1Y11ti11n11f%1J1A1111]Q1xS1UZ1L1.<1E-|1(p}10]1u01=1"2k16+1 f1 +!0ꋹ10J0B0ѭ0^0i00+\0"n00~00PS000|v0a0a!0wx0N0nŒ0Gw0+0LP0%T0c0e0?0]G408P000/,0$0%0400Q0~0M0u>0L0q000U0k+0m0b-0Tk01O(0L 0*0#/`0 w./Q0E0#0=rK0E0I/0/3333@2n222e3 ^232@222տ22>2h22@2K22I%222@222j2v#22lX2!2222̢2{2ÿ"2D2骉2C#22\2a2[2E2x2 +2mq22@22bx2uNW2Y1D222*22 y2z22'e222 `2 Y2}K1F1e1,22"I22\1$1\N1511(11*1|1=&1L11/11 1T1v161to11iWz2 +X12;1Փ1ؘ11Lw11lC1h11TE1Oq111q^1H'1z1x111^1t&1T411"1J1}1hȎ1J81]B1Ay1{<11R1XV1n1MK{1em1Eto1S1-l1}1vL1\s1=1TF416l1/191)*%1}00,X0\01" 1 +1M100ά0a01d1l1J1ci1K1/91C21(;1{ 1Y1qk1P1;Ȋ1!q:141ڤ1%1C1,_0Xz0r0jN0j0&1 +`$0w1{00fL00E000I00[0=0Z.0zo0QY0d0;0C20q0p0I0gM>0A060} 0/0/(/τ/R/b0(10 G0!w0cK//n//.060='00~D0^5h0: 60Um02V00s*00j+0L0+50D0$J0?00%/,/&/%//0L/x0 /z/%!/X//`1gI1H1]s|1?1,1vx1%]Y1C1S17o1Jg1/z1U1B&191pz0V0ٝ00Тe0gy0p0*0W00A000p40w0Va0׿1Al1't181 KR10|1 +{01011(U1 1V0,000N0k0 N00}00800090 0~0˷00t00jJ0>'0`ǡ0M0W0<0f05|0;0uI0O0kM0F0.S0c0'0 Z0i//ϰ//p//z//p/ͦ/E/P//[//z0a 0>g0X07t0!|00z00O00q0G0)0/0b/lg/+/T/////`//U/҃//ZP/՝/b//r99r999t9{979#939>99S99A9M9M9z9]9rF9V9C9,:9=9'49k89O9cD9I>979!9199999ge959wO99o89II9\9h`9D9Y9g9{T9_*9[[9Bx9T9<{9+m9*9&5i99MC95G9F^9/Щ9 9 ;9*/9ے9>9sB9.98eM8X8&8Ɣ98{9 +8(8,B88"k8888C888l?{8&8dY88m)8&88~H8];8v4l8U9\l8ꡑ98ɶ8 8"88F8O8ۨ8<8cq8Ս8%8y2838#8! 898m8nU8OW8f>8H=u8k8288wI<8^(8A$68Vz8;X9A9I{99<'9r9W9jI9P9"9}9q9sq9aQ9Hk9Yg9AMo9?9)kK98g9#99)97G8!W91$9F9+J99 L898{9s9k.9}9ax29Qb99P9H929r9Y'9iRm9Pk9A~9+99z9$9$ͤ9&99 9! 8㳜8z8,99v9Y9=8:8w8<8P8I;8̩8{8Z%8#8B888;E8+8Jr888R88ݨ8"8o 8C8fHt8P84R8H8.X&8h&8^Z8u`48V08AE8(8:8"\B8ȰF8888e8z88*88b8Ǵ88;w8{8 8q#8m*8N58d8F8383!8-818[Z8?8SQ888&[8Yo8 n8 98LC808Eۇ8+h888'78?8%898 58<7s18 +77☼7ŒP7ux777g677O7,7g7͈7\77,i77g83Bn8R8-87%87b8Z7m8'8!08"2U8 57kW77ƛ7Я7%O777777z727rC7 +77ͨ7G7/7j3t77b7t7OB7l 7H7n7/_7g7)}277/7dt7A7\Cf7:7$s7 +ؾ7ac7_6^6K6(6k6C66F6 86\66;m6 +66h6;6u~7U +174m7Nr7.737V76Ì7F7(I7?7#%7f68s7 66B66666m$66dG6Z6666$b6Z66R8N8B88r7Z\7h7ṅ78(A7K8 k7]}7@7YI7 7q7q7d7fN777Y7vh7R-7Ab7v7477n<7JG7e57Cb87~;87q7 777Y77R7C7Ҧ7877&7F77A77z'H7]/7<7Uu757h7p77h?7MF7/ga7EG7(z79T772ߙ77*6 776V7,N77&]W7 56666!686Ԋ66x.6uMI6I6l6BO6n6616qU6cN6:=6Y627 07 7d7 6(l66̱69֧9 |?91*988Z889 7U8j9 +8828T68$8Q8| 8w83E8c8u878o:8y%8B88#8 R8il8z~8y8o 8]j8R828׹88 8ͻ8[g8r8g8S8988888`{8848&8^8c,8s&>8X8C`88v^8g}>8M8[i8B8rA8V^8h=8MA8=N8&8488].8C8S?8;(+8,388$88.7id8 {7c|7 7 27(7968n7PR77ߝt7̤{77l78I81 8?t8)t8x8 +b58 8t8698!};8-a8 18k78=8g7K73777 77N7=77WU7”7cp7Ô7E77 7[7 +7ʙ7f7"17 x7t7=7777V77;7t7M77D7_e7{97V7>7"6787g7q7Ov7h7F71'77)77 777;777a7yݦ7֟7b7m7I7A7o77f27_RK7?67Vqp78><7$7 R727D7N70<7E7)7R7и7#^6P7 +A6螭7<6N 6u?6U6h6R66b6676V6C6+66H6W6zk)6NuC616p6*>6 A76p\6F@6g.U6>6" 66b56e6 66<66q6X66ثO6n&6֭6;6,Z6u66k6\66K%6Tv6/6j5R6-5兞6K@6'06Cy6 T6H566f57277W7B7"7\7uʠ7S7C7777M7k37J7a7B7=r7#~F76LU7:37 6=7{6t7.7Q7'fR77f66 e67yZ7y+$7~7nn7Wl7:=7N72~7$p7c7z7Xٸ7E7*7<7#7 M7 +I)77B6m6&6\657w(6'7 6h6066e66y6`6[66V6bg6F6X[6K6V6y6: 6y`6P+C6o6G6;=6646=55|{55ԭ6-s6 6&6 /5F5c55y6b6 6DZ66fx6AL6\M69G66|66r6T63S6M76.6 R56^6 6Q5ۈj5>5ף5r6Dk5t>6,5/5&5p5ԋB5p4̷4'4H4t"4r'4ap4c94S&4u4d4eG4UL4T4E24F484Q;4Av4D +M45434&4(49474*W4+4?44N4O4b4V74Gm4G49ɾ494,p4,ә4 494,T4,Ea4 ^4 u4c4-4 +4 '~4144g4 +x(4 |3]4g334 +4l4333ֿ3OC3ݷc3t4!4Y4C4!4Y3334j3t3>353gW3՛3j`3B33ZO3>3333@34333G33l3#3V33ej3ڥ3H3Õ333R333=3<33433>3G3=33q033 3Zg33h3z:3Ny3B33Z3}3i[3k3X44 44 `4 +44w{3340F333x83363)33Z3݀&3ܪ33mX3_3E3 *3˞^33~3Z3Kr3wb3k3r3}L3և&3T3įl3lj3w333R33n3.-3S$333|3E33.33R3zY3z3|3r33T3t&3x>3f3b3R[3H33333L3|H33v3=33>33m3m3<3[1.33m$O3m3[q3Z3I)3J<43:7>3[n3J3Jd3: +3:ɐ3,.3,%3]3~(3k3i}3X3Z?3Iy3G38ß3U 3E3Bܿ34b363)3&C3A3:3+3*-3|3MU3 3;!313""33332,2)2߱3M$3h333 3v3}43g:3$u3C33r3m3Y3^m3K 3a3N ;3T 3A3;3+G303!3F35ׁ3:s3*m3%3T3t3 k3v13b3fc$3Sy3O*3>3B431`3V/3E3Go$37:34;3%3(.w38\3.i3x3" +3<3332hB33 +=3 G 3Je2r252eH2D33 33\323242ۧ3 ^23H2A2M2Ι%2`2]2 22222Qm2U222/?2]C22022;22j2+2kw2q2-2`2e2>2P2]2d22s2(h2*H2T2{2t2d2|22*2tO2}J2d\2t222t$2m U2VHW2]t*2HK393*3+P3w33/@3m33J3335032\'22c9342828[2޸2ۮ2ȱ$2˿h23[222ϡF2@22f92) 2F3A22o2x2L2id2g2i~2|2Ϝc2 2j22^2d2A\222?2\2 .2{2Z22a22u2$2D2I2w22w{2b2%22222B{26t2}2r2222212nV2r/2\2{1=2c{2i"2Tk2N32:2@6J2. +2Xh2Dj2H26W2212!2%221t2u2vN2a92_D2K2M)2;2b2O2Og2=42= 2,l 2-0 2u29b2(2*d2os22 +2 <20i2W22 2121!11n33t3333'3|]43j33u̡3n3]3df3TT3N]-3?3o3^3Y3J +3N3?q3;x~3-ŵ3E+H3632/3%/3)3L313 s3V+3G3A33g39{3,3&3;3,43 3Yf3rc3U3 +3>n2f3 @33ղ3p53 22rS2L3Y22C22U222S62̇31W3$, +3 333 h3 233322f2*2Eo2G^3c22녜2tr2>2˴,2Ȣ2Y26,2ު2rj22222:2춋2E2]2ĐK2ʵ2j2c22~22@22^2J92:2#2+2 2S2n222^H2t*20272we02dl2l2ZC2Rʃ2Bh=3 V24n2%2?2l22 h222C2J22H2|2 \242S72 U20222QA2`25Q222ζ2> 2<22}r2pm2^2G2C\2M22 n22yS2g]2|2jc2[.2K2Y2It2;p2-T2u>2cpd2V;I2FE]2R}c2B27i[2)2: 2,k2 22l2 :2 g12Pw222v.2Z2m +2c2R8l2j2X>2M&2>WW2Hp29+2/2"o2[2J2B&237Y2;2,2%W2v2*2,2.2 +W2201&1-24#2&]22l222 42P1o21̀1OA14(1r1|01gM1ң21111ޢF1$1W1u11`1am1&1 11y1%12.2 2qa2i22 c2`22\,2$g2_02[2̑2p2lDs2YL"2#P2v12sv2_ܛ2a2Nҫ2MT2<.2]~2J2G27j2:32*2(SV2\2z2g2a2OOe2T 2C)2>2/2I/29U2312%32*222 %232%7 2!j2N2!2 ~2+N102Y322 +1\k11ߔQ11C2=S2-'2,R2+29O2ry2"22`2!2 s221:o11ة211C41 +1ڊ1ƹ1ǀ11i21:[1:1:11Py111 L1W1P1k1A1Í151p1 %11Z11!H116111.11 111)1t1111kD1p1[1W1Do22v2 $2lG21&H1K1A1K1 1ب1x1ѥ1?11131Ѽ1ɡ11Qa1r1!1;z1J +1\_1q1Hm1 11yb1h1py1S1B1)1߼11+11+112=1sV1_x1oh,1\1MZ1<1HH1x$1j}=1Wda1dN1Q1Eě151J191-11y1*X1N1S1u1D1*1i11Z1yƁ1q1\1|N1gk1\ڭ1JJ1T)1Bm_19H1*B1d1Q21JI19+A1?Q1.p1)q1121#f111Y1101@Pf10g1&v11!`1MU1 1s:1b1!0c001020Z0G10=00b0䈱0Ѧ0H0C0H0:000N0Uy00&::z:::-::y:~:>::z:R:b:V:C:v:E:}:y:(: :~$::m@:9:"::r:p|=:^m:`:OY: +::ʁ:::e::u:::?Q:t:u'!:c:c:R:t":b1:c@:RY:Qyk:AWA:Bw:3:S:CG:C`:4:4:':'fg::jn1:XY:[j:J:Gt:7':;M*:,Vy:Mg:=:?:1 :/:!':#H :;:)M::4:::E:$9:79:\Y: +u(9[9_9a9H92:2:%:&=d::/@: x: :C:d::X:<>:99A9 :N(99M9U99w999ߦ9Y9W:99Q9>939:sx:b m:`4:P+:Q:BU:A :3:N:@8:>H0:0:2:%vF:#::4:'5:&:qb:a:v::W::S: Q5::992a9<:.=L:!:xB:C:XU: s\: ~9O:n::c9+J9999D:np9 +9쩡997919ʭ9n9949Ĭ 9Q95w9D99I:M99)999Сl9e9a9B9u9==9W9@9H 99~9O9]99-9=9C9`:9)9%9Q9o|9I9db9p9~99!9jI9u9XY999#99~99g9s9p9p9uj9yx9v9c99~`V9|i9h9ij9V9Vc9Dd9fh9T9R9A.9CQ93929$ k9'9ٿ9U9m999R99;S9SX9i9X9099-99>99O99w9}Z99n0#9X9U9*9{9u79^9e9Qk999p99DD9K9-99~9r9 v9'I9z9U9t99xp9c9!9k9p9[k9VF9C9HZ96U#9_ˬ9L9P-A9>/9:9*'49-_9K9f/9P9XB 9D-g9=>"9+%91G9!9J(98 9>9,9' +B9o949 +99 ɼ99^8G88 8"988}`8N88'888{58t88ni88|8L~8-888z*8j8o48YmZ8W88x88L8+8I>8888 8828z8{%y8d8a8s +8w8a+8]8Ill8L8:/8c8OM8Q|8>DF8<8+C78-C+8:99R99X9й9999ak9 999څ9* 9s9999^99998999%999t 9zz9hH9a*9QW9 999¤999vz59dƱ99mN9dc9Sq:9\i9L6q9Cm959m9[R59T-9D>9J;9;͋95x9(Ds9=na9/V9(ow99"Sq9{L9=q9x9 n9r[|9mߟ9[ݺ9_%9N'9J9;}9V{9F^9A929769)U9%"919>90*a9-]9?9"Y99D9D9:x9 9 #9988Y8̱9-V9 9S99W)9 98w9 +w9{8k8Y8(L8y8҉8P8 88q8е8֤W8%8Qv8gu8F88)8488N8819J09;92ٗ9%9.0W9!+9_99x9 9 +C99I88 8j9hw9 +qA9t89$%88K8iU88.8̗y88Px8Z8888@88u8!8A8i888388U8W88858|u8Q8X8`888J88u@g88yu8i8WP8fRf8U 8Fy87a8ە8ʮ8s8p8Q88u78888\878q88G,8kd80q87_88,8N8z"68o18] 8wc8d8YG8H8R8B8X89'Y8*?8Ċ8p8bړ8R/Q8^8Mj8Ag828D\8598)88'8&888=8.<8$18&8!88 M8X887o7x7՜77=7)9 J8J{868]808P +8 X88288(8 8d-8M8g;8`86p848*t8$8$8>D8}8pD8z8Jb888.8w^8sZ8_888r88\888~Z8 +8 8'^8oI8w>8cP78\`8Jj8/8o}8jm8V8[N8J8E848Qh8@C8:Ǖ8+o80Zz8"@M8j:8x8s8{8y8dmS8e<8Q8Q)8>8be)8O8M8<"8=e8-8+s88>8. 8.28b8-88Ô88l8r8848n7pX7$7}888)fT8% 8F8χ8 8 7T888777a7ߧ 7(8ͻ77ꂌ7rD7o7ƌe7F7C7ҝ7z{7qe77 7I7m@7f8f8T8K8;8CEg838-8383 N8%3V8=888 l8hC7`#8%z8A8x8c8 G87r+7#8#7n7-7MX7\777/8 ?a77죅7ݝ7k70p7ǂ7N77S7 7N7x77d7G77}7K7}7w75P7y77{y7f 7>7rbU7g7T7^7KH7C73ul7277w57cu7p>7\L7Q4;7?.7UQ7D877n7(p73L7%7777JK7:+7/D7"7*V7d77 7U7 ?76jL76*<6V6}*22{I`22mG2as2IC2Tv2>܃2x2_2j!2R!2H24)h2=RF2)24=2!&P2*2w21J2+1 2!@2 2n2G2}K1侚11 2\ +C2F2Ny2:22I22'Q|2C2Ao 2.[24@2#)22 22 ]2@52#2;1.611?1}p1.[111;1Ԡ 1ʠ1֫1=11∿1ș1֭15M1?d1C1*!1W151'11n1_11߉1C1q_1q1$11e>1S18F@1HD1/^1w81Yi1j 1NI1>1&151q%1hx1 11<11|11>1nYf16151w11~{1`1oX#1T1^k1C71R`19D1+41i81"11F*1/21;1%G11511 +2(2j?2`/22 X1)2%012[{2? 2111 }1Ɏ1B1 ?1'*1t15V1R1c1N1Dg1v1Ⱥ11ߓ11P1L16111j 1n51ͪy11H11311;11 111B1:1x)111/1r41{#1ak1G(1(1#1nxy1h1Q1V1At141}F1J1m1a1Gh1Sg1;1ys1^1i1P1F;710<191%5101(1&a1.1 0T1N0+1h1 +1 1T0,.0؝x0w0̮1Y;1BCI1J"14'1-tI11!$11;{1(Q1-1:1Ù11 4$01 010?0٪M0d0_00L50׾0N0U!00ֶ0 0,1 m~1 G1Ǟ1]0(R0.P00ƺ1c01 +AN00B000u0400?90200a)0|Q0XAY00߻0\0<0r*60O[0h{0HZ-1`N0a00ٮ000P0o00~0`0Ęv0wN04+0ߞ0&0v0B00x 0_0Az0WX+0;lG00nb03c0e0P06D0I020@'0#M0900 /At09J/r +0200,0ۡ0/,V0/s/υ/M/s/0Z0d0\k0fW0o0xD1111V1u1h11vX1`q111xx1x&1a1a{1MD1s1[>1_1I1F$121661$~1K181:1((1'1 11 +1wO~1a61_1K:1Lă1:"419 1(h1Ho16ƞ13^1#!1&K1ԅ1m1a*1)1181 b1 n0=0p0n1 +\.0=00f0~0 0!70_1 D11eu11+0 0V%0ٷ1*00+00g0Jx0΍0ھ0Ҥ0S0ģ00GU0'0M0s000]00K000cJ00R0҆f0H040j0 +00E0o0U0<0V0Z0 00"000|d0x00 0xY0]K00s0z%0z0p0p0jF1N1^1 ί1$1|00킄0ّ0t0w+0v00h00000P0̕0ǐR0g!0ȕ0׎0_0UC0=0r0x0#'0C01_00~0~00} +0R0 +0U00&0000yg0g?k0x=0g0W 0I-0 00v0flY0sW0e}0Y<0Nz0XC0K0=U03h0Az09d.0+0%o0S0HR0O00000s#0$0y20p:0d10m0cԍ0[30UH0x.^0n0j2(0c0hq0dm0`30__0]r0Yڦ0Q0PM0X0ZR0Q0Ul0Z@0Q0FS0@ +0Kh0G0<@0:03o|0/0!!020-.0-&0!Q0 4^0F\u0GQ 0;*0=0Jr0O0B0H40/020"0&07F0>C0+01bE0E90y0m>0z0oF0`xR0j&0^0X0tEg0| +.0o0g90^;0e0`0U0Mdj0V 0Q0IL0H0P0Ru0Y0Wv0]0^ 0Y%-0]0bʴ0i}Q0t(0kM0o0hɉ0eC?0b0e0f40j'0gWG0f0f&0gR0jJ0iY0nU0c40ff0id0ot0m580v90w0O0pT0xDW0v0\U0T 0a0L-0V0J0P2X0W=0^0W<0aI0g0r0dO0m0r0}e0x0J0'0'0l0w1+0~f0010j0A00Z0060000 00e00kx0 0?0Q040<000ގ0t00900N*0}0hd0000!0&0*00c.000+{0u%0^90Ң0d0fv0a0f50k0rO0m<0viG0^,0e]0[q0cH0mk0xL0l0wO0|0F00}00z000000a0Q0& 0Q0K0Vy0_8z0O0X]0i3>0t;L0b0l{ +0E0Mށ07A0>+0V0_0E'0L]0800w-00H0"000h}0q80S0YZ_0y 0ѕ0^5?0a 0 0q006h00b0m0ae000D00 0S0R0U0n000=0R00w0?00C0500 +0000O0a0000Ad0{0U000ok0c0dT0F0W0cB0`0o000)0600(0|0L0D0[ 0S0t0_C0Jh0=@88Ȗ88E(888 888,88f888m8u88i8wi<8]8P6897L8D8/A8j18Q}8\8D8:i8%8/8T88888,#8g8r_$8Yq88}8@8l8c28L08T8?C^8O98:8C +q8.8%8D8%8 87:8$38,Q88JI8g8 78$68R8v8 :87ƚ7x7#8S88 u77p)7e7w747X77[777h7"7-77+7N7io787wd7u7k8e7 7 7s7Dm77777 77!7Jq7FI7e)7^&7O&7C7B]7R@7# 7_+7q7T7`787d7u7eT7IE7Xur7>8tM$8\M8d8M8F82"8:8'8SD8?}38Dd818-%V8z8!88:.8!E8f8I8_ +877b7َ8 _78277G77s786V;8%8(`B8/8bl88 +73w8c8 887^j7Y7-7ձ7 7l7c7ұ7(77177,7277 77j'7Rb7U7Ϥ1777:77tp770K77x7b77o7H7o87u7P7hI7v37Z7L݂74g7B.7+SX7h\7N7ZG7BS77P37"7,T7K7(7 +7K7Y7,7e17pH47W7*m7y277hzp7`P7H7Q7;7L777@hK7+B7#7_77 <74`7!Ӑ7(a7 77^ 76F7nP7O7c)7EU7377+ۡ7j7X#7666*6666E6{6l66 +6_6*,6u76mb6 67l6٨6ʶt6 6Ƴ6W686ı66&63g6q166Z66v6666R36H6!6y6M26u66@6l646z6_6m6 +66P6F6J6v6^E676{F96gB6d[6x6x6cb6eA6(66#66 6\6ް6L<6{%P6b6hT}6nG`676+6t6~6ҙ?6iL666۫6666g66 6L|6("6 66Q666u66su66n6M66166L6p6V6o6 6u666 6d666Y!6l6|c66c6d6Ƞ63%6P6Ό6+6\K6W6J6k66H666O6"6m66i6Vr6&666=B6;666536z6:6a6/6t6Ӧ66ř66366-6^6B6N6դ6ͧ6ӈ.6-6O6ل6P6q66*6X66Ȫo6U6ӽn6I6ܼ6 66Ӵ626k6聡6L666[66)66{D6666w6Q7V 7"77|6g766σ6666;@666`S6y6H6~6H[6#>66S606<6Ā36/6 P6626/6P6, +6ˤ6H6G 6֘666߫F6D6:6V66,5664(6'46T6,6&66c66626S6ج6s6>p6Њ>66 66͔6&w6L66HO6W666^666!$6J7Z6'76+63X6&_6I6:7=667bY7H7E776q87K6,7y 76ߦ66=6ۜ6Z6D6 <66D61v6e6 +6ݣS6666"6%6ƒ66:'6 6664q6c6ᥪ6e66W6&s6R6k6[6>666h#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J,M2,lg,WM,C,1,Q,w,1,,`6,Lx>,,j,!,A,:,)[V,Un,B,,, a,122,!g,b,a,',,,,,P,9X,i,Ԡ-K,,,,h,g,u,,_P,,,Kr#,9b,iW,T,<,,),ø,=,sʰ,+,+Z+I,,+D+{U+S+s+5m+i+@+<++x+e+h+M+ ++K+Q[+F++60++c+P"+V?+pR+?G+/h!+\+Jm+#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J #~J 0 #~J#~JDcԴqʴ +FZB´}< m 8U#~J#~J I#~J#~J#~J#~Jc YPJ)!H!,8մ9ϴ"ߦ` +i i .  V ŴpuKY +}D#~J#~J#~J#~J#~J#~J#~J#~JUQe?#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J|䋴#~J#~Jo*#mk.b头 +K 2n a  koMm< 7msFS{޴!?>\cMǞ +b.:?ٴ^#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~JѴXh#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J'4#~J#~J#~J#~JSCHxr2cɴ>Fs+XNˏ%<մCY/z Ry4Ѵ:w(4tF#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J ' {.B ҵ!#} Dô ,Js״ C*M@!c[!ʹ w!4d!Ȥ!!mB! Y ߴT s ̴!? k ^*cv*S&*D['*6q***C*T*"*A*Y****ޞ{*:+*~*{*]*ܝ**uP*dE**=*T*F*vy*f/*o*1}*W0*?@*`**b** *j|* C*{j)!),*+9)%)W)ǵ)g)8e*:*.*X *K*% *o*?*5*z]*kT* +*o*^_ *Ro*0*t8***-/*&D* +:** k,*E*H*@x*hQ*^*9H*4*W*P`*+*K **rg**}**[*<)g) ){))<:).l)ɉ)Я)l)l)))͂Z)6)q(*_+))@)***nW*J*b*S*u*$**H* (~**t*1[*0*L*J*0w*3:J*J[*LbO***"<-***!*/$*4*BA*8**?*P*W*IY*W9!*aH*m*X5**g\*)*7*X*E\ *fR*!y*8?*1*GM*Sp*t |*b:******|V*I%*b*҉*******]*8W*A8*W;*S*i!*q*S*)**g *{*}vK*/ +**S*R*&**C***ĝ**ȅ+***s*|*V*;*૫*<*6$#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J"#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J"ɴ"-#~J#~J"x"#""8W!!K"T"o̴"U"9!w!!+!G!Ԁ!!~!","D"U"o8"""_"$"`"9ô!E!"S"kǴ"r"5#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J"絴"6#~J#~J"##*#~J#~J#~J#~J#~J#~J#~J#~J#|#ƴ#ʴ# r#"K#$d##U"""ڴ""ִ"8"Į""!"$"NԴ"es"%"3"w""""^"઴"##"e"K"a"þ"m"*""""8"#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J""Ӵ#~J#~J#~J#~J#~J#~J#~J#~J#~J"ds""Pʹ" !S"e!#~J#~J#~J#~J#~J#~J#0e#- #%n#%7#Ŵ#Դ### #@#ڴ#~J#~J#'##!##K###z# L##"""蚴##&""#u"H""깴""r"Դ"C"%"Ҭ""-"V""""Ҵ"Փ"8"""ĺ"%""'"""|#C""M"C"B"8"մ"O"#" "´"ٴ"m"""v"y2"A"i}".!!!-!"Xt"ƴ"H" +!E!!\!"œ"F""J"'"e"v^"Q""}Z"{ϴ"e"a)"="IA"'n"76!ش"&-!s!1!}!v!v"!/!*!!!p!2!k#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J+Ц+9+d+ϔ++ҝ+(+ȱ{+λ++Ͷ~+C-+[+om+F+5q+TN+z+_+X++ +;+5@+ a++ƶ+̋+|+AM++ɷ+}+`+#++²M+g+TP+Y+cc+s|+db++ֻ+.+ıe++C+ߗ+ +,+5+VN+(+ 6+ɱ+ǁ+ 0+++6+++VR+]%+':+/o+N`++3+n+:++\+L+[+/+~+%+V++O+E+B+k++++C+TP+Ù++q ++}+++fi+ +++A+m+D+W+1x+++*+E+ҁ++++x++6++c+.+͊+u+++d+#+p+N+.+#++S+++I+++Y+nW+*+d+C!+F+E+0|+g+PP+2+"+>=+ڿ+7U+n+p8++5+m+k++N+t++@O+++3k+s++ +vF+)++ü+w+++Q++++f+++$+@+-+h+MV+9+կ+++3+\+Oy+=V+y++g+=+5+[ ++S+ ++>+++|++^+i++w+h+++%+Q++++4+1+0e+Cm++ +9++X+w1++j@+`+@|+++7+rw+Fy+++7+jO+T+h#+N_++Q+ݯ++d +ޕ++X(+k++l+5!+++8+z++ك+V+| +ge+u+d++O+b+6+s+H++(++i++|+o+C&+E+#+ +݃+Au+I+++H+++X++|@+_+A<+#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~Jq#~J ޴H3|Դ1]7M#~J#~J#~J#~J#~JU,`#~JADI~ +D+\-G&q[̹bbߴ|Aܒsô6%дF#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~Jڴ#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~JZu#~J+ĭjϴ)#~J#~J#~J#~J#~J鍴ʹDz^HxW.]DE;~ݴECT<BɴqG#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~Jl0#~J״#~J#~J#~J~RS#~J#~J#~J#~J#~J#~J#~J8#~J`VK,vxG"|啴괴l)h0TIW#}1X1,v´Pݿ{\*sʴѴ~9;_^E +c#@´G״bb' 3ǰ>3ܴWD4o#?´aٴA噴b0Qqnд@EZ1 E`;' R!Y_xVСHc&稴Ŵ ĴJWQ2>rVL'ִ,m..v7s'FǍ_L}+ٴ{ȴ`ܴi +Ғ:Riߴ%,FiLG0gw´+`MA aRPMoԴݴ.Ѵ3K82ȴ3OTx´F@`dn"*oٴEGqwĴ,g SnǴi*v&B^%+0[}nzYB~%@i#AecjHR_]q wī +j5(7bNVCǬ"S60l)9FUŬR 8 +B ?i +(91]v u{~y8 y{!q^rt׬fĴh^fpfㅬdY6iTa=M,N;4ìWcC:J{7E+Ӭ ԬXY(HKI%UҬK ۬DE:67$$W2V) z=놬++W$+J+bD+d+eI+gD+_+S'+b&+XEu+'+;Y+5+*°*P7*S*O+@++&Q+G(#+/b+@(*?+<*"*+* +O+*+)R+&P+)*+ _*+ S++(q+P+&%9+9+H+95+Gh+Ua+_W+SnB+]2B+7 z+D3^+3P+@+OV+Xp+J+R*+~*r+^++"Y+_G+8*s+{*+ +++ c+=+/a+:+*?+3N+Cx+J+;+A+$p+,%+J+%6X+3s+8/+*<+.l\+eȃ+gh(+c/+d+c+Z 9+aS+XH+^4_+_[+W6++X@n+\k+Ts+UP+NH7+J+5+J2+81+*)[+!1L++HG{+7Y+C=+4+#Jd+ +"u+_+N+OT.+D+EG=+Lt+F%+B+7J e򫫛A}&Ɓ۫k(qJt)g0C6dX*`z)V*[*󄪋R'z?Q ߫H-*o9g#6TeԆv.!0 0叮iEi ֩RcTpE㒫֫ëM`G3 =ާ«%+٫"B}qb1.ͫ|\6O1մ*ô1qxƴc#~J#~J#~J#~J#~J#~J I!.T!3ش vo "~t#)Ĵ!t"#}#zϴ#=δ#}!$! ni!\z"ȫ#~>"I#'>.zvfǴY%LJA3B%OgrId ɴĴ [!"!QL":6L ٴ Ǵ! h!j*!L; !>y ͧ `: Z!7 =!0 ɤ [$ bQ { Idٴt0>:Mp |!-ʴ ʴ!.'  q2  e 3x!0 ʴ!32 [ Ǵ P/ nDvEAŴ2iJA дׄ ;8 2#$.G <DW lc{ʴش Jߴ!3 %c Ӵ6[1  < ˴ Z+q)S5!8<dRuuƴ~Ҵ-̴g0 /  M \@ $q  X r ʷ M #s#h#x#oI#['#Mx#e#W#{[#tԴ#}s#y9#k#b##rc#j$#>Դ#1#K#AW#'##9#0,#Vx#N#bc#X۴#I#B+#S#O#yl#|a# #~#x#q\#{#wd"ʹ#O"7"#}#{#|g#}Y#j#eƴ#q#m,#_#\#i#gc#w#s#{J#x#po#nƴ#v#t#ܴ##,#-# #(#2#:#=#>h#MӴ#N#Cϴ#J(#P#T#4y#?#Cf#L#Ld#W#V*#b#O#Wa#Z#c!#ab#i#iT#p#X#Y%#f#fx#] #`#g#i#mZ#m#tp#t#n#p#uT#vٴ#f#j#m#q#pF#u#v #yO#t +#w-#xR#z#y#|,#|#}ƴ!"!Z":###~B"ǐ#8!b̴!l!=!"z"y"9"$#}j#|#~C#}#z#yd#|#|T#:#z"H#)ɴ#~$#}#S#m!,Դ!s!'#!"b"an!ὴ".@!+B!}!4!w!"!!d""#"nԴ"##""H"=V"f""3"ִ""K "Tɴ#xǴ#x޴#|#|#yz#z#|z#} #}Ҵ#}ش#y#w!#}#~5#hv#N#{״#}#}#~*#}#|#l#)#~#P#*ݴ"#"a""E#&#$K"N"T#""Ȉ"t"d" "V"NB"~"g"=i"$ "ڗ""5"e"{`"DT"2!"Fp""!/!!!!k}[]z)7* +]R+f+>X+w\{*-*pz+!+Y++>@? ¬B~d3#rڸ,7;zR|*4r4)*+&dM*B+4(1S! *+*0*jB*,M+++O+gf+w++i+d+++g+#+=+++T~+++^+l+'+ȓ+M+4++k+++++-+G+O+i+96o+Tnh+y:3+Г+d+l.+&++A++1@S+R+\%+B+Mv+%+}+oH+n++x/$+s4+kv+h+`++`v+Rp+UyV+`=B+_N+VW+WL3%u«:ǫ,51ySī܊:mL]+)tl蜩{⪻b*B*'F*(~E*JxJv**$*U*#J 諊P]a C{or᫋_ODҫ(jʊ j,S}cw=T*<**.*)s(󎳩$y)H*C*G*]kN*t+̄+#*++5+@k+*+6Q*+a*4S+ F+!i+.+z+'['+GW+K+>G+CwN+N?+P:+G_+J+61+<Ȯ+0|+7+A/+F{]+=k+CM*ۋ+*؇#++@+"P+D+*ؐ+X*<+k+/+j'+H+2z++v+3{=+(+0+:!+@u+7+>+&K+.+%+-@+6]6+=+5+=bQ+3+++;+)S+7+[+1&+B+}+x+tҶ+yI+xk+r9+siv+t +E+i++G+D~+++zzw+~8+v+z++++Y+o=+l%+fY+f+l+n+gKH+jR+_ +`/+X+[+b+f+^ƿ+c͓+rL+w+o ++u:+~+Z+|++g+lM*+s+j=+qa[+z++yw+6++^D+U+A)+" +/+++++?+a+X+$+:g+F+Z+j++b+++W+++i+++g+˫+W+++>+d+ %+֒+}+'+++h+9t++^+(1+#+K++A++׺+ԓ++++x++m+mQ+=:+ˣ+n&++ru+SGX+V^+Nu+S+[+am-+Y+_%+Kj+P+Hlj+O+W4+^> ++U޳+]Z+hHD+pg+f +o+x~++w+i+e+nZ7+el:+m+w0+0+v+u+F+M+E+M+U +\+T+\͚+E$+Lc+E+M +Tx+]+U; ++]+e2^+mt+eK+nH+v+u+w#`+)+e+n+fa+oEE+w+^+xI++sJ+C+v++"7+ +2+++++{+l+'d+1P++++E++4+k+`E+}+|+U+h+++/++/+#+f+p+iv+ ++l+}W+g++8+++r+)+++p+++++/7+ +z+n+++Z+++Il-(,'5BǛ ui< BH@ґqx᪕1uk~'(*q3 )(A*!*z^***`)f*N՗* *z**Șj**Ϫ ?8qSo|R0:X)) *kƑ"(F-E& ')_)lT*S*9<**CU*#*x8*r*Gy*ߊ;*˕1*-*Y****{9*V6**+**ߝ+OQ*姧++_+S+H+l*ն+]*Z+9++++V+$+-z+%[+-M+5+=Z+69+>[+& `+.+'+0l+7O+?A+87+A/;*j+ {[+26+ #+G+ ++#++g++ +g++&'+ x+)w+)++2b+,$X+4#+:q+C0+=,@+EN+.+7z +2+:+?%+H?V+B+KFb)m**8%*&*k;*w****i *z*rj*k(*vx*^*r*8\*$*~**뽷*+7+'+ X*ap**+NX+G+G+.+r*s<*4*À*׸{*X'***a*54*wf*$L*x*+./+X+>+s+ +2+Ʈ+U+0w+}+"5++cy++ ++ +(+'+/s+^.+'0+F+ +$S+-+(p5+0+KA+$5+ q|+) V+,β+54+1q0+9N+5+=+9b+AM+FI+N +I+RL~+=+E+A +J""+N+VLv+R]&+Z+%+.++D+3sx+6[M+>7+;+C+1+9\+7 6+?#+A+I&d+FU+NP+F+N+KǺ+S+W+_OG+\ +dW+Q;w+Y[+W+_,N+ad+i+gV+o3+E+M+F+NI+V"+^v+W7+_+GY+P2?+Is+Q+X+aV+Z} +c!+gYf+p+y6++z^+7+j+rX+k++ty+{ķ+L+}i+&+K/+T,+M,+Vj+\w+e5+^_+gY+P+Y+S++\W+a+j4+d4+m#+m+v+p5Y+x+P++++r:+{`+u+~/)++-4+P+|+P+ ^+/+u +g2+@++++ +e++7f+R+/+++++u++Z+a++Hr+++i8++++)c+=+m+7+W+z+x+[+=+T+d+2+ ++W+'l+y\+6+D++l+A+JS+t+%++̵+A+-+)+}+{M+Q@+9k+W+_l+Z`+c +gL+p^+ky+sh+^W+f`+b+kF+ob+wū+sr+{+x++|T+X+++|x++w+6+!g+=+O#+V+L+H_+g ++o+l+t+x6P+@$+}'++q+z<+w++"_"(6#|#eW#}#>"G"B"" + R ! ^H]旴Ŵ!JC m!l . "ݴ͆ QQ.[p4`.J<df A´`B8C! `!n W tj , F 72!!l!! + H N7<yJϴXմ 7 +xД^ <`}rV˴+4Y)oH7{޴ȴϱ^=ʴ0n3W-+AwhLG"]#+,/8޴@%g:_&crL9(hC˴{8sn/8I<ŴߴEԴJV#ôYcgm,Q|߮%״6<ƴԔR몴\{tǴet IF:ŴFRT|!Y\4Ebb 'G&D4[QiߴĴFUCK;U~]b  Olr3ぴ'ʴt[-^/65crfu1%x5޴wxX**޴ϴup9^7 g5 d3|,L#`\.pȴjȴjr +˖lx$~+cǴn7 +մ9xؠ&e/ڴִ-1v΋Ҵ*91~G0s:L48i해@\>I4N*Ŵ#f#ot#kP#s#v#{ɴ#y#}5#q5#wд#v+#z#{#~#}b#wW#~/##pY""~!F"Y|!ٴ#7"""~E"/!D"2!#yϴ#|ô#|:#}#~2#4Z#\"##}#u#~)#'۴#"۴"Ŵ"kA""K{"K" +!!s״!\!Q´"F!ᦴ" Q!!!-O![!E!s!!d$ Z  P MN!K 㨴!3 F F : 4F +%4^2[ 3PokE! _ u S j * XŴ  q i hӴ Dt Z *컴>Eڌs6a&oܴ:ִvN`78մ#/1"ٴ"ഴ""x"*x"?!""J"LW"ɴ!t!"!ɴ!|P!b!1!'!O!0Q ]! 9!ic!!7 e"!Ȍ!!!P!E !Oʹ! !!S!Q!! G ܴ!^ Ҵ t ~ B' S[ h _X h 4 ))ߴ  N nC 0 BԥO N  + ֬Ǵ-|L\~BB#ݴu_$@a۴^ UG Zl3˴UzFJ +ʴXbVe ~^?W1f[Tմ$& d$j`ϴ 1VG$h W%;OT/A~3R-ȴyk8ݴh#F^'g}S=U*մ۴ʹn([m+ywGt0? Cy-q{*%Ŵib!_ܴݥxQC yP f$M۴ HδՅȴVH IӴĴzܴb4*퇴IeݴuA=4KǴhHX+IJtc'H!(+ٴj'WIXǴ練ʴ\@˴@f$iC㭴c{# NbsS9+hU%q更"WX-0Xp^,'`f[JeΎشPt2*̴Ǹ쥴.Z˴9)l`'?CiO+tEuL8-{ӝuŴ5ͪCGW`!=)sl1B1;o@ SMaB+ʴ´mشwk;66 -u- +2--Y-,̄,g-+K--Ea-4 b-`X-L-$C-/-:X-*X,7,d,,,,,̺,a-^,-->,','-),P-Q-hH-ƥ-2 -Tr-B-qr;-\-'-J-m--R-zH-<--1?r-!-IrK-8 S--"k-(1E-}-d-Qe--m-?-.-X-FN,A,~,*,,r,],,}i,,U,d,%,,,!,B,JY,9Y,h,T3,)z,',B,1[,,r?,~,,^ ,KB,}~,hY|,,Ϭ- Y-,|,O,!,$-ć-&6-5jR-&-b,-C- ,h,,,A,J,`,i,!6,L, ,Eg,,,r,,_[,,(-_-Ep-ĕ-`y---S-.8-~._. +y)- +-e-`p-l--Y->m--uL-`-%k-~-V-7--f-6E-a--k-e.*. +.?./ ... ʯ.6L.W.E.r6 .]Ѹ.4.%.K+@.:-NC-<.--Ȧ--.@-;e. . + .*.@-c-f.5.H-Mĝ--=t~,y,ނ-,,,|,,--b-.|- ->-,v-=-b,QA,@H,m,[j,1K,$6,Jx,:z,G,y,,,f\,T;,x,qa,, ,L,,>,,s+V!,i, ,Dk,5,_;,N,(5,2,?+,1H,E,{,o,E,A,K,b,,g,L,yJ,4,,I,׎,bU,}[,k,,\,Y_,J,w0,eKB,%,,,*,9,,H,,$I.ԏ.x$.,.o.cV.P..j;(.KE.g.Z...)D...?s./|.V.Dۙ. 0..4m.%G.p.\`..v߃.JSn.96.b.O .ԉ_.. .h*.d..nM.U/.=//c.C_..ko..d.;...}C.hx-.m..1..y.j:.w..q.v.M-B.. dm----.*V.Y.>^./(.!.0. ۘ.V-m-]-{-A- ^--6--9.-ޙ8.ȏ-;-̢-1a--%p.Un-.C.n{d.[q.4 +:.%m.IDV.8..t.W.Q.`\.N.z.fmU. l. ".* .c.-.[.h#.=..<.Su.B. U..3w.%// Ec/He/8/^/La5/)qo/>/;/,t&..J/H..Þ..n.//Wl/r^/.bw./ҷ. t/v'Q/b//yܰ/O/>ޒ/e/Rw/ /$/^//}q/hC/n/p//f/!6t/AQ/2F/3/C/#//V'g/D;/l1"/Y4/5@/&/G(/7.&....ծ..Z.Bx..B.%.<.1...k.&^.l(.YS(.iD.q|.H .8=u.^..M+...xj.%s.M.w.d...}s.9.d/ +!.'#.%.B1.Z.*/:/ R/)//;.!/J/+... c.Z....2.h.F..N..O'.y.c--|s-g-P-gz-U-z-pp-#-[-N +---.v--1-D@-5Vj-]Q-LCu-';-Q-8-u7-m.I<-{K-#-- -_%-l-w---8--u-*-p---v)-{-- -p,lr,80- E,-4-')!-KU-<--!-- -! ,Ј,=,P,,9,^,UU,-,ڸ-:- +b ,,T-n,-dV-S+- -l-Cm1-4-[E-K-jj--l(-u8-u -c-z8-~-'-~-FȲ5a6 =3o23[s31[β22dzCgf :5hXY<س|a챔Dv&K?އ>33t3q3ݵ3s3.233D4>3$45]4?3 3X[33u2P3|2N} ?1ABT3]`W333u22:1303!2ʪKLA{, Mn󳈦hO5O&5n5Q5="5l5U5*5۠5@5-j5B5q5M55Y5D5u'5]|4$4 4*4ϖ4h/H4IBi44rT4j44*4M4d4h4k4e4-4>44Q944w3634%:4?4{4Yp4&94N4=S4!4b$4E5ٯ4+55 444546505 5He54a5y55#x5H4424Ȣ4p44k4$4aH44;54844$44ҹF4w`arFx0ڳR,޳Ƴ$rEos` d Dz!BD(|eY)6@=诳ƳXT%7 +nz6}V&v3L糋gﳜ9LO2}[1_[` +(Ų3 L2[3`X 3!51prn2j2F((JdI380iCj;/Z̲q̲/˰|,0 + -e G&SҳۓP'Ҳ֫$e購C6m:+AmzҳZG m~\ゲ۳ͳ.CLyi`fzxDy!Ky븳MJlX>wc^|mbflu,DUXsᳯ⪳g{Оq$@"83S(3w@3?f335W23P@3K 4*3⛚4(ذ43)?3S33߰213g28ڱ䬲2x3a^y4µ-5=Q³n}y$rXC3q2]V3cx3("243`2Gq2x\3T3z3оd3"3 *W*e** +*[**p*K*lJ*req***{#*S***%******t*+**b*r*)**ѷ*t**ن+O+m+=+Й*<*+ |+ +{*R;*^*8***#***!*h+B+t*C*>+S+PH*O*6\*i*2Q*g**Ms***E* +**)**($*Ț*"6*r*5s*ʽ*7** ***ѶI*e*ٍ[*-**⅑*댆*!*b* +*]*}*V*h** +*J++"*1*j++#**J*躏*L**h*m*+**+4+;\*+)++3++,+%['+BS{+;Oq+ [++5,l+/,+\[+S+y%+o+L+E+fW+^+Q+Q++9+'A+5+N+#5+"U+@&+; ++W2+Sʣ+8l-+5+P+L}+;1+^_+k+A++z++,+Z+`V+ˋ++ +}+6++ua+pR+++ki+f*++y ++"+Z+++1+!G+++Nh+ ++++*a+ܬ+3yj+1`+HN+E%+.+,4+B@+?+'f+++P+f2+ X+ +r+*V3+(++;֙+8+&'+#Y+5Ȫ+2+a+]n+{+y@+Y+T+s>+n=+i+ۯ+\++j++|++P+L+iy+c+H+D+_.%+Z2+3++ϝ+&Q+y+tY]+c+a,,:,,n,,y,F, +,,@,,v,,+,Y,c,h,Y,H,v,K,>,fN,W,;,,,,,s?,\,Y, ,L- --,t,,?e,~-CA-o-0/-$-},--,,C,,(,,,~,H,,uw-WV,e,,B|,3,~,;,31,(s,J,>eA,1,,3=,)c,d,V,X,rD,JK,>,d,V, Z,,, }+q+,*, ,4J,*R,J,D?,%T, xI,>|,9?,,^,(J,Q,UE,q,E,,1i,%5,h,;,,;,0S,H,j<,c,,,\,U,,w%},,r,,B,c,3,d, -E-7-\9*-M)--+/--?O`-2-u-dg-ܩ-i-Uq-GNx-m|-^"-CT- -&-H-],b-$- -:?w-.:-Oa-I-)V-$ +)-Ck-=-B--$--`-w7-~----1-- -c-O--p-i2-u-A-b!-[^--}-Q---C- +--g-p-9,i,{- J-\,߃,إ-HD,-Y-C -8-2e--X-,H-',,c=,˔,0,,z,G,܈- b7--"P-3-x,p-6H-Y -T-NBe-u-ng-G|-A-g-_|-9-q- -e-J-X-4-i-;-5-XB-R-/-*Na-KTK-D-zb-r+-;-&o-j-cb--R+j3+R,,,+݉+\*+R+h,E, @,3\,.<,,Gp,(u,#L+Z+˃)+?a+K%+ט+X+n+4, + +,&,[,,++.,N,,Ob,I,oz,h,B,<",`u,Y!,Qr,,ҹ,,,{;,m,p,6,1B,Rߗ,L?f,+,&x,E",?d,sA,kZ,b;, ,d ,\S,,~+{+\+ճ+Ϝ+\++a++!++, h?,3+櫹+l,',G+s+E++P+&+@+k+,+ٽ+ӷ+%{++^+ȕu+[b+,![H,n,9,3, ,)P,.a,),Uڱ,O#u,v,n,H,Bz,g$,_c,, +,#,",,,,,<,6z,X|,RH,1hd,,:J,K,ET,,[,}#,΢],,,t,,,{-- s,,ߐ-Q-',,,,8,!,ʧ,.,= ,,Ef,3c,7, ,Z,ù5,鯱,-$7-yH->tK-8DV-F-9L-2?#-,d-\-T-~%(-uJ-M-G -mo-ex-Q;- Z-&-!/--w-Ԏ--@U-:$-^U:-Vs-3---O-H,(,i,,,2,A,,,P, H,ڈ,T,',f,`,ūy,y,r,,X,j,cf,,@,g,,4b,,h,~',,=P,F,-- ,C,*- +s-~-(-"mb-A-;m--d-5-.,u,2Y,6 ,`,3,y,/,g-- -(k-#B--Kx-"-a 0 ɂ´ ;!˴!L j Ζ-,P4Φ BŴޓcMc4|RWrK)i۴u޴DǴmM( >vBsuBomou/"",ݴ!'!q"E"X +"7"#!t! !!; !!+!eҴ!D"i"w"3!"F8""c"R"^0!ڴ" +%!!""(!~! Ǵ l -< !$ gY }5AaVƦҝ 8&h^!J!kE ٴ w!5!!&*!BY J | ִ ˄ y I-S($Vu,6ez&xnKaRӴL{EٴH]:m43q _ 2Ĵ> + W, KvX6 j SLgD*bbw ŦoqX VE)0ʴδw gf6t۴E˴IkôsSdx")ٴ"-޴" "F!" +"!^!w!O!oU ,# Jִ|oP"a)%ig ^ up0 Ӵ  ۴Lq*7kδy8§DG.jV1)orSك̴mLnδnᡴ9*=H6ڴ%(rB}X (` 1r q Դ <& E8m \&>Ƌ؆?UK q L Ti N [w cBɴj4  .+MQNrLqp +wXB a5MwLδ(B+@f#˴5k4\|* 3&9$6 +%[w+]ӳF{4R8hX ^ >  +[ S m x0Y%} Q +y">g}m}F񸟳ϙj糿dzݳ9qV(fܴ +ɴHʴHֳh󝖳Esi+8} L_HkA Q 3 o +ܴ Ƞ \a3=/״ؒٴOo ˴.+v Gڴ4e +W * + Y۴g:Y +) :* ?s 2 P  $ +Dlm)ۈLQݴ2?B3>r)&R)`>|W +г"z^ǻСg8ش [=KcMгžKj5[?Q\\%mdͳBoOS򲨤*dG;9/_ WzFhK=Z ;fjq1~4&+ڲL 8sEbCƳ玳ߖس⪣1#)0>3cҳXʳҩ­yLųqu(+l@ e0ϧóYrӷ׼82C;>ų'VPг]t+!]j&u߳0j; +& ,fm  N A ,5ش0潴ExdnsrtyAzQAlLHmFC/C}-ȴ6ޮNҴi t h +P +ִ ^J QX//4// /u/ /j0/0d0ծ/`/̓/m=/00%y0,"0e 0/и00(5//m/X/l/0/y/_/y/>/C~//`>///\/8/:g/+(/M3/R0,050]0L=0pڨ0]0<0-0L0;0/M00/K]/D//0_&0"0- 30^20,/ +!00;00p\E0S00]Km0K0o0\0\000#00|0n[0V0ˤ0;0,w0K.0;$01 080,ep0֑0[Q0J_n0m>z0Z@0:n0+0IS[09//|//i///22/6/u/v/8/x/f//ӽ_/>$//4/]/ /n/[¼//oz/q///%N/!/J/V/0&k/!0_0/嬊/)/ļ/g0M00*.0u0/q0I0./Y/=/ӛk/?/Z//5/a///W//////҄1/^;...՞.1#./`..;.@f.W."/5Y..{.A*.hT.˰. +.j..ջ.qR._e..vr.C.i.T[.7.n..>.RY/ 0//p?/..ߤ[/(.2/* /"b/9/+/1/8/R/..Rl.V....8..Fx.E/=.0a.԰.. .s/.N.?.dN+.S.1M.%.DK.62.{.i0.\.H.XQ.H.n.\D.Nj.{.);).Mz.-.S.Y.:.-g.MMZ.G.(.$..BJ.=E..+.i.8..rԪ.w._..Z.ǴZ.®.t..T..lz.fJ.,=..`% +.Z?.d.{'...@C...l.%.F/J/;u/]&R/LN-/->`/ ,/<ғ/./p=/^U//q{/M/>/_N/N~/)/ K/!L/yc. .?o/ +i4///y/"/?/:6/ /N/6;/1w/U//$//rJ/` />/P/9////7/t///Z/U/z/u/P{/KK/oJ/i//=///i7////./.Y/Д/a.<.԰#..U/Ok//-/)P8/o/ A_/%/ m.4F.. ..qx.+..۩5/=/z/|//.=v//|/F/Bg/c/^cE/=H/8u/Xp/Sg2/}/~S/F//xJ/r //wV/3///N7Z/k/e/e/vy/_/YՀ//yF0e00z0Q0$00]000%0 0ˈR00l0n'0060kT00}0Y0H 0i0We\0 0hF00s50{V0g,0x0x00500O000!0 1 01Q1H00<0q0x0ql00t\00o0C=0Х00+0Y0"00u0o*0j008Z0)0F0600|0(0Q0Un0D-0e!0S2*05`0'B0B030G/00iL//јT/k/X0G0X0% 0"J80 q00P00u"0b`0o0rF(0PQ0@n0_U0[0t0p000}0y0G0}01&.s11/D1,͹1[.1I1g(1cb\1FZ1C,1_1[ظ1YQ1X1)1&1d1}1#@1 1?1{000ۥ0]1 1 :f111:11`11221.h1H1D1+s 1(1A)W1=Zi1Y0y51 150Cd0 1 %A1 51$#1!_19151 111y1.>/)/ȿ/Id/@S/[//=/B000e0 p//4 +0r0e/h/X/P/fc//b/̆/DZ~//P0 l0<//b/d/> /ԏ/,/Z/m/ߌE//#/پ]6=5p26}6H5g!5^554666.բ6 +(6U56@6?5a@5LKE5}h5ey58Xn5&B5O5;65Z55]5W5ir5R]5X5l<5}5s|5)q5 4J4a5 Gf4+H5>5,*5V@5A55 +5.G5R 5A55w5Ae5}?55߯5 c5ي 5Ř5$5X55D55/5p"5Y5V5r5D515[5H555=5{5tІ5^C55w6BB6v966kN6b6O6wk6c6*66{666w66q-6?/6/`6Pb06?c66#606 Y\6d 6P\6wK6c6@$C60h6P6@N66S6ҳ6$5܉5d5M56 (6{60B6!"6h5665L55x%55555M5޶m565x5255 5 d5:$6@y606P"6?6!6ĵ606 O6a6O6tX6`|6?6/6M6=>6]56g65ߚ5˙G5V5߯6 <6Z6/ 6]6Q56614&4W<4G4}494!4 +44r4Ⱬ5R5v4=4h4 4G4mh4O"484ub44"4_4V 4;44#444}$4]4ز4a:5!PB5X53G5#54Z5_55J5t57\5`5Lks5% 559<5(Kt4:k4<&44׌444{45445&5 f4%474>4Q>43&4!<4 s3` 3h>334Cl 4()4db4IL43"4/l443f3,?33|p22R3An3+3 3u +4k338333B3Cv4cR4lk4~T4*4OB46%X4tgQ4i<4e4*4ٟ4n44U4 &44-H4$QB4^4T4&4k=4KUI4B94?44D4R4.4x4lO45y5b5(5|u5NY5;,5dB5PY55555}y5fH5j575)5(5=5+L5 4׈555R0e5?O5hd85aT5:f535[~5Ub5n5I555r$5l5s5N5f5ˏ5255.5/U5r57E5:5!,55J5.'5{[5 555!55շD585655J44,C5WY5&4[45 55./5):5OI5I5#55BP}5<4ӻ4̤|44ʒ44 X44K5A5M56b50sa5R5 +C5+5%75s5m#555eF5^55P5Q5MG5[5(5&5N555٨5y5X5QL5~i5vT5J 5Cr5ok85g5 l555Y'5s5d5c057 677ܠ6 6c6S6Р7T7a@7%7e76T7 726Y6n6H666?66X+6U6q6N6H666671\7#7=@7.77 L7!S77I7:d7WwD7F7+r7 77v7) 7kZ6X7 SV66ؙ:6ƂO6Q>6*:7l77˃7̏6:6䚖73666r.66X 6^6Lw6q$6]F6666`G6$6o"z6^?66<6.(6K6;5666,I6({6[76I6l6g6F56B\6c16]6t66W66Z(66]6d6n6 u6@66l6P66666866O6}666'6\s6ΑI6ʾ6W66X6g7e7S7sF7ak7CR737OnZ7?7W7n7;7}7<7[w7JB7i[p7V7&,7'z70KP7#7 g7Y7w77:7,d`7E7C!7)v7& 7?N7<T7A7O7EW7\7v>7c 77=7Q777N777;77_7[@`7|$7wǫ7W7TN7s7nM79777x7E7=77@76D77=66v7 7 7$(7 u78y75#77+7247.X6G6V3776w6ݵ7&M677'7+7'U7757$7!7P7LeD7j7fl7Hi7DĂ7b7]n7D~7T7#77~‡7y77'7A7=D7X7TZ79\e75o7Q`7L\7t"7oR7il77j7f7.<7&6 6 +`6$6 666d6q6=A:68A6X6Tl64F61C%6N6JN545&665]5R6 6 6, 6(1,6F@6A6$(I6m666*U*6% 5#5g5(5=55j556 +66 66~k5Z6]66L6Gل6j@6e6C;z6>36^̠6YSx66R6[6"/666x=6I#668f646SY6MP6/6*6HCS6CD6q6l 66 6e 6^66~ 66J6o6@6wH6H!66t7 7 N77g7?37&p7_,7y6F6Q6 6۱6)o6I626е706C77 H6|p6O7 +7l72h7-o7G7C7*D7&7?D7;w7at7\7}A7w7WP7S7rl7lޫ7#i7!m7773@77<+7/47*7Nv7IMz7g|7cD7D7@`<7]F7W666@6N6 ++6͊6Do6מ6d6"7ύ76܎r6T6Ե6_66b{6666*6 6l6A6˜e66綩6/6H6Q6o77'7'{7#7 ӑ7 +w 7$7j!7;777S 7N737.n7HV7DD7P7m@77ߏ6L677 C7*.7&%7>7:6"7"C775h71(--;. +n. -⥆-+E.4-._.9.8.2K.y..-.(R-ͷ-ύd---j-f=-x-<.S. +,.$.T.Y..L..T.N9.tI .m.Hoo.BE.f-.`P...a.I:..a...=#.7.Y6.S.2<.,+.MVf.G=.zw.s.R.%.lo(.em. .B-;--ں---z-͊-(8-\-3.. -(-K..'--W-#-x---V- +-ޙj-א0._2--а-6--.'.".AC+.;f..B.5-.0 +E.^`.WE.M.xf?.Q6.J.p.iaz..S..*T.%)z. +Œ.MA..].Dk|.>;].b.Z$.8..2E.T `.M=K.[.ڲ.ճ.v.M.ڜ. .\5.i.Y/ ?/../,D/p3.....DR.y.r.݇.. .D..N.Ο.ȋE.6_.>/!//9/4 //y{///*1(/S]/N7/r]/l/H/B/eB/_!q/D/ "/%a/ ////p/=r /8 /X/R/2/-/L/F).Q.\.[.A..?N.AO.[$.“..hP.سa.'.^z. ;.˯..{.@.ݿ.sG.l(A.F...{).`.3h.6.q.).A8/+S.Y//. .}/ +A[/;/(b/#[g/@Ȱ/; +q/m/1/5h//r.`.rY/I.8.Ԇ..Ā.v//</*{/%/u/ /Do/ /%---^--H}-U-u3-7-o- -l@-V--Ǐ-,--U-x-P-'-oM-gy-V ---'G-l-wb--+-/-~.M-iY.$.-"-8. 6.sU.,.&.F.@$.!a.\.9.3%-7-ۓz.V-!-$--t-...-.'. .*."M.-_֮-X<^-v-yk-P-I-pV-hw--u----T-e--B-<- -`-Xޖ-57-/-Qb-J(N-p-yJ-'--q6-h-- -Z-F--#-v- }-u-.M-.(.--$. ֛.-ԡ-Ξ-1---U|-.---a.H---p--3H.d.]n.h.~@.Ux.N.u*.m;.`.w.{.ح.R..W.N.Gΰ.Ak.eά.^4.:.4$.V~.O1+..E0...v.n,..\.$|.E.q. +a._$.6.,.X/.e./l/".p. 9/ g/r.5.Z..*.Q...BH.+P.|p/G.}.F.γz.3.].-.'.H .A." .[.:^.3б.e.].. +H.V:.N.v.mu..zc.-t0.'G. H.?.!Kb.}.G^.@C.e V.\ߟ.9_].2[.T.MA3.D.l...M.TC.&.q.ǘ.M.丙. ..i?.'.͜Y.~.}...t~6.kU.G.4d. u..T.@w.z. .a +.//w/z/1/=/1//ϰ// /^j/ͯ/9|/|{/Rc//x%/p///j /c:/// /=s//e*//N/C|/9/-/N00G/ޛj/we/v|/{ 0FS0/0-0(`0'0 0Q0#0Mt/l/{/i//Ƥ/,/73/۱`0IW0r0߃0s0s/0<0/\!/Ue/|5/t/O +/IA@/mH/f+///E/j/"/j|//C/C1/=/_ /X$@/7/1RQ/Qb/J/~/v/g/1/o9/g@//=/F0C+0cm0\÷0=d07{0V:0O҈0 +$0v20Mq070O/}!00002,0,0I_0CeC0'h0"20=`907|<0s0y`0s0+0q0j0{0f04J0j0I0%00e0J00c0\0f0xl0U0OE0qK0iʼ0)010'00x00*0/+/& a/DP/=/ /q/7/1f/`Q~/Y?/ +/wS/Rk/K3/o/h/KA/E3/+/&/>/ _U/h/ )/#e/D~Y/=/``(/X$/7/1W/QX/Jj/ |/]E/e//i/V//p/dP/Zb/T/y/s///;//wy/ܥ/t/o0$/g/P/ /D/9///5/I/h//).أ/Ӧ/. !.w"/ /$/+G/%`/C///u/8//[/+/N//N040R///!/Yu/W///!u/_Y/B///?//ͨ/}a/¾7//g/Ԍ(00=0-0'00 +0!0Yx0Cs0<0[0T5~06X300 j0L$0E00ȁ000/ j/.0 x0w0)0#/0>08B0*001|0+g2V%2~T3301q/$2'23WA3o3ǫ3U3XS3BL3'3B*ch2:2RަB{'2N1`3+n3 3Zt3,>2S2H3m3U"4 +|4 48g4/W3܎34%74b?4k+4`~y4M4{4U4K4ͯ4I3յ3Ɨ?4B]4 L3k 3434B"U474w$4j4-4"l4^:4Sв| O63 n^22$2rG3=3&4=2:13j2V γ)"76/p1 *_22ܱݑ<*2^ r2 e33.30393~'3c3X3544Y4H#4>K4ys343=4(3I30333P333m3M3ؔq4LF43 34 +G444*4ݥ;444a444ĭK575~g5L5U44(55HM4P4x4Md44r`4=Y4*44v4 +5 5x44^4\(4’5=s565_%5X50y5*5Q[5JJ5=5~ݣ550J5v; 5n.55N5$5c5B5 4bH4v4r4:4K4C44M4Cn4O4xą48 4-%|4jpE4] 4W4JI4O|4K4Ċ4t4.4 5 ux55(5"I5O4)5κ5u^5H5?N5kc5boq58515Z?5RrT4455 74ېj4>5,^4G5+%}5$}5J5B55"d5;s!53a(D:ӳQXL!_ql[#ij3};[1};e}`2:$r3c3H3$3 +533w@T'v#b[ +D4y=L+YֳgW.g$ 'w)uQ\W/&ne\1L5.H%@22xG!r22'HR4!T44Q 4F*4 4v4:`4/644{4ɣ4?4n~q4`:#44"3H34#4833נ4 $T4~U4SN4Gbw4n4}r4;40 +.4oR4`4d444=R434!49h4O4-5H5 55,5%h54?554414=4Y4s4]4h4O4~4B55 om4$4 5F43<3]3~53#3=3vV)3GJ3#4#p44S^4G4 #44;(4/+D3XZ36`p6YA686276Rw6Jj6U6w6Ī66ok6g66y666 6ѽ6x66ˋU6 6^67 +e7`6x6i7s6a6n6666>{66.6o6؇'6 66o!6ʔ{6é6)6ݿ5L`5C5pM5f5<545]v5U@5v55s15I565zx85j555-1S5%45L5D05Y5^56 n6167/616_6XRM6~6u6Q6Jh6nQ6f66V6+6%6 +466{6J6C 6+V+U+"+$+++ .+z+Y+ Pz+ص+*+ + =* *I**ڍ+~+++R3+q+o+++y+A-++%+(+m++L+g++++++@++ɲ+]N++]+&+%t++M+# +++?+]+i+ zo+ r+U+3+ +++12+"+D+ @+ +l+S+<*A1+ +(x+c++֫+*7/*;*)l+B+5+u+++\:+va+F+[++;+#+r++++**f1*#**g*.*ڹ*9*Nl+*]**@*2*+ + ++Q+ q + +++!|+ +0,<+-:+8v+w++l+(Ե+ + +X3+++ N+g+n#+bE++La+&+$)+++#$++!+Ax+>++VM+RD+;Z+8BC+N+K+o(+jNg+IF+f +e8+a++|+5g+3]+G+E.+1V$+/+Bj+@+]+Z+x +t%+W+U \+pu+mW+ƶ+\+ k+ +h+L+ + L+e++ x+++y+-+z++;+ + + ++}+M+ + 2+f++k++++Q++ Mm+..+-+>+=K+,NF+++< +<+S`+QJ+j)+h}+O+O j+f+ev +++,+;ѯ+<+,<+-+<+==+N+N+d+d;P+O+O]+dG+d**%2*k*L*ξ*@R*ҹ}*t*B*i*b*Y*ְ2*W*V*lv*E*Ch*:R**'*!\*ų*>U*H*ŹK*2*֊*}s*ş*s_* *-**Y**=*ެ**CB***i*2*q*B*+zn*ݖ**!*;*Q*1G***ʶ*88+/u+nX*o+r+7+ +***zy*N**J*z*̮**Χ4*ْ**3k*s*`*C*Ù*}8*ה **ތ*mE**&*"**++`++ .+8*鯣**+ȭ*>+Wg+.+ +Z+i+ }+[+u++R+h;++f+ q6+y+?i+z+.+Z+!+w+Yf+"+'\+$tg+*+.+4fO++_+ p+ +T+S+]+v+++!+#h++c+%P+(+ ++ +++ ++PE++a+6~+2+!++J+.Q;+%+)e+2#+6+/8+1 E+>+@+3=D+5X+B+Ej+Q+R+e+g-+T*+W+h’+j|+8V+<&k+HW+K+?%+C+OL+SN+Y+\+mul+pc+`+da+si+w[+I+xG+"r+'+!YA+&*+, V+1\+-+2+:z'+?9~+7 +=y+DJ+I+,)+2 +6+<+8.+>+C +Iu+B+H+OO+U:+N+U)+[e[+a˔+HW8+Mw+W+\R+RZ+Wv+aLM+f+h+m"+{^++qM+w$+1++]+by+lf+q+i+oxq+xP+~PS+|+%)+Q+3+ +;8++ ++*++'+++x++z+++Ml+6u+ +#++`++R+e +Ǻ+Q+ +`X+3z++i=+$++o+h+6_++ު++,`, +-+, +7),,'L,",@,:~,0G,,5?,0F+k+F,,b,J+܁$+++s8, ,V,+,'!,۸, $,",++1g+Ɗ+HC+u++\+++++[+l++++Z++}6+}++Ҩ+|+|x+M+Q+V ++&+++<++iI+L+7+e+}+++B+g+Y,,ı,W,,,,-,0,+q+ +=+v+!c+s+C+d+8+DA,, ++, +:,'g,\0,V,}P,u1,Oۣ,I,n,g,q,F1,,l^,,,Zc,,D^,?k,`R,ZB,:,5W,T,O,,z^,ަ,r,sD,l,<,:,l,V,),,L,%8,,9$,Ÿ,C-;{-F,,@- o-,,xk,Ψ,9,}b,,ʁ,.$,߹,؂j-,',љ7,,p(,T,0,,,I,D,(5,%1,?,;yH,f"!,`_,k,,Zc,U,x,rQ ,!,N,7SZ,3uO,,$,/^,,,O,K=,l7,fzB,Fь,B\,a,\,8,V,ӽ,,;,x,),B,Ī,,9,,6,g,Q,,M,,?,,(,y,(,,1,>},ƨf,ƛ,.,#,.,+}8+~($++2f++++H+2++v+M++8+@+ ++›++( +=++=++++p+ʉ+@u+ +*++ߵ+/++]+ԩ+6|++H+6+ﶡ+D|,I,5+,+lc,%,ݗ+z++qn++!+Y+ă+׳+'+1,+F+++5&+ ++%+++Z+R++++?p++`Y+=+M+++>++/1++0++a+0+C+++i+y+++x7+!+$D+-+Ĉ+_n+В+Ҙ+Ө3+o+&+4+++s+n+x+u$+J++l+N+} ++L+J+[+ǿ+Wt+餠+!w+$++g,j,,)x,&,V,,$*,!4,>,;RJ,WN,RS,8 ,,5 {,NϤ,K!,<{, ,+,, ), ,, ,2N,/ϟ,GQ,DM,-,+,A[,>,s>,m-,,OR,h,d,7,Q,,,,,* ,n,,G,_,[,{7,v(,W,Td,qq,m,Q:,4,A,v,J,,_,, +I, +K_,d,S, W, P,q,1,)B,(),<>,:,&p,%,86,6^c, Yb, S,1b,, p, ,#,{a,$,#,4,3,#(,",2e,1r,Q7,NP,i,eG,K,II,a,^8,=,W,j,{,z,v, +,0,G$,E8,[G,Y- ,C_,B,VF,T,s),o,ϻ,,l,iY,,!6k o!8S! , C 4 Ĵ!8q!)!5X! 콴 ٴ { ` ?c j   V Jj  ߴ  $ !,!_!*! n! B ! j P &  ܴ Z L 뵴 p R ᒴ 遴 簴 ٓ  ۴ 8 ㇴ S  FK KT  5 X p ~v  f - Zk "  $ 5! H! Ö D ʹ!ȴ! !2!#!=Ĵ  & n  | !J $ 0 !~! n f!ܴ!ɴ!J! !%!1f!C !3˴!?!! ! ! ʹ!+a!2[!f!] } k wŴ D  .,m ; H ܴ  o  @ P YҴ̴ b+ jq K "D[Ɇq){ôIX.s1S[F*{޴:JoDCƨN>Ǵ ״ u O 1  uJ |޴ * 0 6 ` 6 9 ' s ״ ;  :K 7 { 3) ,˧дVȴ^ +e˴h[в +sأ݀(58jiX f*_&&⍴=@t޷s@;!@[!uB!J~!t!!t!{!!T!r!Xش!m!!"!!! " +!2!""u!킴!!!!Y!!ì!5!N!!U!e&!I!S"!n!v!Y![!8!:!Y!!:9!7ٴ!j! m!{;!y!YL!R!qߴ!g!D!7!1 +!% !ƴ "$"Ĵ!!ڵ!{!W!g!!b!!!r۴!!tc!]!=j!r!!!h!x!I8!>=!M!U!0p!/ մ!@ з W 4!V!@y!"!!& ! 彴 Ĉ # ִ ! f f G ڴ  x[ [Ĵ Mô !´ ^M : m ~䘴ͱ Q f C I ^ op c̴ #  X, J q { ʴ h T S ; 6l Vʹ <ãŴVI~v9'ȴѷ=3&ǴӴ h +N2(ܱw{ٴ\N>: aߴ G a+ $´ ۹΋fvSm˴c/a/sc4Y7 7;OJ4ዴS=δ|X3Wy+fj˴˴BuI|6|vVD[$]_^7OȴdC*v2]N3#}*Pwg(pхwTؼ@~0sx;#lxcnT&g.pWSeRtgj{@`t\0-\=hB$R?1KB"G\ns^so+C"Kٴ5K8wi,y$Ѵ +˴4}Sj;Ĵy,k s&ݴXȴ d; `ڇ2fGsڬ:ƴA|9o9kдGM T( Ԛ ݴ +^k ^/  +\ ~wM|BLE4~hD_U'=~im9-#\bA!@ZoIci㘴a}(2\MдÚ>δ?v}д$aϴr*<7竴xSbrQG) +:⳴kfLܴ{L{ݒ>QN<Y$HlY6BC"Ŵ$Ņ<GN{QPjѴִTtGkO]FMEI2Ҵ:+ߴ4۴` Y~ȴ +X>2 R -5w na +O3 \೴޴*ߴɴj 5ش>uĴ/ + شC bY =  +;uܽUҴRV д p + +Y m + KܴM |<n$1XWR̴Z44Z)*y? ˴& EdѴ(/{z;d( A xߴ \ | 둴 +z P )눴dϴ + +HHs/) i Gqf ʏ C + +d  SǴ ?m v*+?+G+L+&O+++w+b+G+W+W2++%!+%%+,NJ+l+%ѩ+%+,+-+5+4+$+J_++&+(`+/6+-+4+69+=e|+1o+8?+;T+AН+?>)+Ff+H!+O+<7+C+D+L%+K;l+R+Si+[a+Mg+U'7+WI+^+\g+diV+fT+n f+=b'+EG+D+KO+M9+U8|+SR+[+K)@+S2+R9+Z+Z2+bX+bsZ+jsr+]F+eb+c+l;+m{+u+t*+|X-+j+s+r+z'+{<[++b+v+Zx+b}+c(F+k+jt+rw+r +{+l4Q+t`+u+}+|/+ +݄++z+S++p+e+x++{++%+++5+DE+ +s+]+E0+LR+PW+V+S+Z.M+]+e+[Y+b|+hiY+o:+i]+pS+v++ +Y+++k+a&+u+g+^+a++++!++:+-+6+++h+n++T+r+qS+v++g+Vp+++L5+Fr+o9+a+O+-+l+i+1+ +@++B_+=+U1+F+3s+"a+3k++}+++7++€+Ɲ+f+}k+(+C+Y/+$+1+iU+py+++g++[++++3F+$+j+S++Ŵ+'%+C+ڝ+=++]++3N+++[+++τ++++j+NX+P+++GA+.+ +7+^+n+={++]p+++ ++B+u+;+i+b+++v<+k+6+z'++HF+tE+;+X+<+)+C+x+g+u+V+I+l++s+A+;+++]I+#+N4+++"+G+\r+k+lB++P++A+q+a+TU+4+@+s+6++x+H++++~+ +DR+++e+6U++3+#+a++ȋ +%+++׮+о+Ӆ+X+nQ+ڸ+ȭ+S+|+ρ+̜++"+?8+ғ+r++١O++֠^+ڼ+ C+s++l+.+`8+ۯM+߮+"+QD+++?&+`+_R+~+C+ݝ+ +++߽+e+f+㊹+l+jl+QY+H++F++S+++ +/{+)++Zg+*++q+/++xI+`+ğ+ǖJ++h+?+l +${+5+++(+%+ʧ+T+ʼn++ +ZU+ԝ+Q+5+9S++Ա+v+`++"+he,k++ڑ,:,+׎\+ڄv++eX+ݐ+ఛ+6++(+,,!+ u+‰,;:,c +++B+o+b++ϵ+u+'+~+ +׶++ӜQ+2+ގq+3+ǘ ++]t++ԉU+++3+++^+y+++w=+a++2++s+8+ba++1+M+y,!3,;,8,,, +, o_++O+p`,K\+N+,ߩ,t,uv,V, dz,'_,o, ,,, +, +~,,, , ,V,Zw,"W=,"%,0,0 ,","%g,/y,/C?, yZ, MG,,j,3,*8,,b,"R!,",/,/",",#s,/ E,/4,@,?,R,Q ,>,=,O,N:,g,dx,},z,by,`,w,u,=B,,JIC,J,9A,Jx,KM,?NH,@,Lva,N#,YNw,Z,j +},jy,[v,],lW,o+}++iK+7+ݠ++f+?+!+fN+1++Ȕ++u+3+n+筸++D+˨+h+VE+>+W;+},,'g,++c/,9,+3,, ,,Y_,[,7B, , x, ,y,,,5,T,AN,/,, i., ,9, +k,,,w,,(,M,$,,(,6V+g+++Lb++a+*+@,D,2,,,4,4,,E++,+;++J+S++Ʌ,;,,W,S&+3++B+c7, Q, Fu,G,#+, c, ),Cv, g,,,e, *,vr,!,us,p, +,, ,Q@+M+ݲ@++Ͻ,,p,,+a+B+G'+t,$,6," +,$0,Sk,,%,',,",-,6,8,/-,1,:X,=M, J," +,*,,f,$,&>,.,0,4,7e,@,Dr,:T,=,H0,Km,B,D,P\,SRo,G+,K[!,Wj,[r,`o,dX,so,x,id,o,q,,O>,T3,aG,gM,Y,],nT,t&,w!,E,1,(,6r,P8,,,(P,(,2,2/,',#[,0,*\,? +,?:,N=,N7,<8,3,J,>,,,T,@+Ԩ+j+K*oV,"+,ۃ,'Pm+W+"4o +j-h<7!,`,` ,x],x,[E,L ,q%,]NK,-,Y,o,8,r,s,|,l,-+:,5+S+n$̝8(ͬ*:,A#,+}c,Q+*a{ +-! q p rδ A 0 n f´ :´ @w  ^ =: u ״zgk۴k}56+ /ƴyϴ^`qYrBAaS H W״gѴ3N-]4ȴ蘴 i״x>r,`д)"1dişoߴJ;N7 s7KC hFFB ξN S-MGY ї8:zE+6ĴT_Q 8:Ǵ +JmL|7'ٴ,*J̴ן&o9M閴_޴0}ٴU_߄iOPkt?R,$Ãδ>޴Hxeߴ:6#ԴMhc9WTN '5%S7z#$8f'ô Oϴ軴7F"dC۴ʹϴba]T<:z$`̴q<&RBƴf; xO8ܴ.kS?BG5Eʒjs@:.%Ӵo d[!Qap#w|+ Ny3մAݴafw !FA@'Di%2ꗴw~ݴ\.fdwZB\EB̴_w.'ϴCTN +evn}s!$a9bAO+$U@EQ ˴ƹO޴B'Cд/9*Y]Kش q<ͨ=LuS0Դ^v1QQ'rb.,g9д54rA1Bp,ʹ۴mM? ?dne3R<mHߴph% bĴp:A잴Md۴t}O(M&ܴ +s´0uôOq&>0}rG^G {ϴQ`ɴC*ƴ_wuP:V6Q>-[)5=X0}X\^2 UtSI뻴 6F=^弴4Fkôܴ?3q3sXKz~@n+9F^n_WPE{5r4*H̴\ɴ#$腴$˴Qvp)Iд}}ƴHдaqҴV)3ٴVRu5ɴr*YܕYh?QmwQ ۴MNj +ݴ6bΆ;y겴{ɴT#ǴKٴhʹ۴ ꓴ}o״Y  DP c {J  6 + ܋ n +? +k״(G , ,ʴ { ' E} +U +L a : + #sYU\C}ʴӃ8 YO1_ôb0HB辴x0ʹeLx 4 ϻoʹ ̓ p ~ ) < H Mb Qvƚ V Ŵ ~ + K 0 y @M ~ +頴DL4 s{GmU g!ft;:e%7޴ lj״ +sᦴB o+`g-uGoE-2;ڦZK;:9ꃴ^aCi3: ´dE +Nt(AzQppTW#:<)[}fȸUW8ݴ,ݴI !ʴ4fQf|mjZ3Z:|bq`ʹ뫴^Ku5'մɴ8{kشZb +Դfٴ>ɴ6?̴Ċcx#7g=60S(ʴ"πT1Q!R<=@g~4P ף } Z}-f V t ״ j  ȴ + +2 T +Ѵ . cܴ F = +{ +Ec +-tHf_/~^rԴĴݴJŴɴR P |뇴 "J~]~δ +! mĴaD]#~,B#lp * +: +4  X +! DjѵS +ɴV9k -#F#m #.xɴo D#r"#U"A-)-#2-C. --/-`5-X-W-y-QV<-J-pW-h]B---)-#e- -e-[-]-C X-...7.0- -ؒ.!f--Н-c--.L.͝.*A.#. ~6.]l.A..c.Z[.H;.{.R.J<.qŃ.h].h..;.%. +.zv.ݻ..Cd.<.`$`.W8.5 ..9.O.G..w[.@..nQ.eJ.^9.0--f.---t-J-޻-3k-ԑ-G.+J. -<-2?.VI.5|-#-jt-8-_--D--O-ڥ-j--`-+---.''.!H.@5.8.%.:.1.*.\Jf.S +.|].r..K.Cp.iV.`O.. +P.$j9.v.p-B ...-t- ---k-֊-c--G-ƌ-3-w-n-4--f-^u-,-|+-"-9--ލ-a--9a-N-q-j. g.-]-6+.-S. .V.76.0X.H.u.)."A-c-̠-1-T--5-f-..|.Y.%--.0. +y-V(-O{-s-kf-H-A-c5a-[d---€-T--x?-Zq--;;-5y-S-L-/i-*Y*-F+-?-o-g--G-(-_N-Xsp-}8-t-{--̡M-Ʈ-\-/2-EK--A-+.--~-:L--@-M--N--v-:-T-$-`-I-t-yU-R--ҋ-?...t..9..1Q.?2.Ȃ/W.Hd/'/ HM.).Q/f/..M..".*@.9...ܿJ.q}.Cl. .f.Ğ(..౿/'j>/!K/>s/7/ǂ///ص/L/F//v///X/Wv/Ѧ/F/|/Ț//v/R/..R$.I.pB.fT.A>.: .]t3.T[.J.6.ӹ..}b.r&.x..2.+w.L.C.$g.=.;.4[i.i._`..;#.V.M.t.j..և.=.N.K.9.M.{.+.pc/.tZ.i.͹l./J.M.-..&..!..Yp..^.Y(.O.װ.?.S..ƪ...-X.&/. .x..WO.EB.=.an.Xa!.6...O.G".N:-.s. --..X.(E."$.@+.9سT=2M:OZ|iA! 92qo"L21pà{Х.wUH?̳Oi+=^lJTƲ3\Ƴ$74w1e(:{$L[[O ,vFλ"_YL̳bnó蔳q"൳ţ޳i}ޜ 쓳-G~ zj/ +PCpRpB߂aDo)pO9GD7牳wt ׳ +~}{'G0VayCesj22W3T2372lE2ń32 +3V%33_33 3j3Re3B 1iԱ.2e2t3~вL#2Rf13K3-%3332왫33^C434`4N 4BQa4344n4'64};4u444e24WA4^433|B4!4K3q343O4I4=4fJ4o4/Ϋ4"L4_~e4P8Ě0t`tU[Unf2^g23@3$GF2/13-2גu ex񲿪 +.M=βۑ @2 2akD4D?2i1#333ގ33o}3QS3[344 N4D7453%34(&4T:31P33P322\t3^3@L3 3|44H3R3Q33ۏ+_xj5 4e:mj2 Wճ&~FϴVJf-3R3m:+ҳ&?+SE^ +7ʻ&LSz*T;Si 뇳bf-ⳗy$^ײƻ7LW:vӌ$?+ݺ+#e7ʹ 4nĈmx<޳YܳM7k̴iִq +-0ِo\k3{ϳ@uG)A፨rs˚f j +ʳݓg p~eeG0נK8cd%=-tVAA0M]\#̳$j\y5`DmzHFaȼ 2NcTWSb鳒IPp 0-xM4`2SVk1h,SJ0䱇]3123v/3V;22r35d"3#OowDSS)npo4ZRi%%#6?fwEׄEʳS2dzƬ쳨sUDĕBS bb~4c-pճ#Q~w6t"L FbE`2g1QVB2i +2b-2)2-0=♲IoMZڳ'rl\)1?~kZ1+eb4K.44`4Q4)4v4Ձ45 55( G5 j/54[t5 +5a4R4m044P47444x4s_4u5 +J5Z44@44|5E5=@5h4z5]n535+_5TW5J5055>!50"5xW5m5 +.5׹5$,5s5A&585Y25 5/r75'5b5X5s5}[5N-5D5r?5f|/4wg4fH"4m.44Ws4Ir4x4~44c4444~4$44<+4.{4mߔ4] [4 g(4n4N_44A'44x?4444sZ4a49554j553M44s5[5{5<[525\4v5Q~5*_5"%w5Hm5>e40r4"54544\4裔4p55545,465 +5W5#55055ԟ85̓555þ5w556 SK6ߵ5V5n6"55j5j5*5T556555l5g55555A+55q6"668j61c66O6+ +6$i6QP6I6l86cj6Bel6:%.6ZU6R6 f6665u5s#636 +T#636,B+6I6B6%L6 6:^63z55t55o5j*5^E5m55!5+5"X5j55n55>5Tm5J5w5lf5?565`c#5V555O!5M55|5y.5F55G56v65 q57g5555瑂6g6z6,26%j46 +t6S66*v5\55݊5Ҹ5(5ׂ5e55,F56M6 +G5f56'5!43424$A3k'3GC41q4 +)4b*4Rg344Q4D\46+4wH4eC393t3 433 3v33^4'4 >4VX4GB4 14S)49\4*644M$434&l4n44Sx444널56=5 d4ވ4ѷ5i[44*_4z@4][474h4X4ag4!464Z\44 4*4F4a24Z3]13>3&3 v3 p33g3f3˄30C44LA33s4@3kq2̫62'3E3*2V1d3EH2W~33~3]313w3[f33844J04<4~@s4lŒ4.4 _4\4N4x4-4e=4| 4!5444w<44 4B#45T43z4+F4"l4u4f4y404\u4So445-C5%C5K5AYk55575.r5m5a555W K5L5z5n5 m5?5%54C4q5d5F(5BF,595b5X"K5/H5'E5MS5D,55255ޗ55+5ߝ55U55h50Q5555ѭ 5w5{5h5R5pS5d5#555i5Ä5x(5/55Q54G +45ȁ5;R4e{4@4$f4 Z555;$52x55 Χ5+֭5%I44B44444455f5!55)o5Q4MV5"/55[ D5R;b5~k5ui5J(5C95mG}5f)+55z5'5|55M5t5†5>5;:5a4q5^5:5;&5^5a(5o515555"55qc,Ղ,Ĥ,lK,,ܚ,S,c,'B,t,,,b,,P,3,,G,,,=D,ȹ,,,!,S\,,p,,&,, +,9,,5,E,7,ɸ,ŏI,/,$9-uQ--;--,,Ì- jL-,N,MW,֘ +,҆,H,,,!,j,2-ܔ-)J,,⇍,,,y,~ +y,,_,},|,qm,H,,,$k,,,,Ye,,}-,~w,,M,xX,`S,d^,m,s,,,?,%,,,,N, , 6, ,(A,צ,,hy,l,ߚ,`,},`E,V,w-&,J,},ͱ{,-,,,R, ,I,g-{- +b,----%B- .-9-4\z-7-x-/F-*-Q-K&-l-e[-EQ-@"-^-X--|-&-#b-$- 8- q-su-;}-80-T+h-P-55-4f-Nr-N--ȷ--0-)-6 -PS-`E-TU-j------c,Tv,',מ,,^,m,C,->- 7-j-:,>,+-ə-,gb+,l +ݬ,A?4,%+^,+j06wѬk?\E-?<-BQ-l=-q?-;-#S-i+-MQy--- -Z--E-p->-],`,Qe-k,\1ح߬/-@ȗ,~6-z,rZ3/-NŸ-f-{7-Qi--M--B-B---ٌ-Ɵy--,,. O-- +-˜q-V-10-ڷ,-u. Z-%N. . .3(.}.,xO.Fг.X4-.. .).]o.1+.B.]>.9 +.Ta.g/..sZ...&.H<.aa.{9...xذ..90.A-.S.&.Q.-..ЉK.jI/y-/-L5.x.-跒-.^.f.7C.< .e.lU.9QW.*.h.WC -m-*--smK+щ. +S-.2-\+ɻ,<ڭf.^R..A\.a...i..܃./t/ ;.{c.!/ /RN.e.GF.&.S-`㭪-r~;.M.q.-G.C.T.QA,\Z-ww-C.`.-2-Y-F-PE-u].*.͞.).%ǘ. . .#۔.#-Ќy-m--b-'A-U9-.j. -y.J.%s.)..e.1 +.;.B.?L.`.^B.>d^.?G.].`}.2..C.e..R.r--. +. q.t..$9.7r.'xb.6x.J.^€.J.bB.x4D..'R.>>.O.l.Z8X.z..1.. +x.L.a...i .s.vE.U".^&..B.ӯ..0U...,n. H. /6/ 8/!.o..F?/ 6/q/Ov/_/6H//+/7u/Q4/CG/^L2/m/.Y.4a..N..k.J$.0.$//}/ %//& /4/$[/5X/E/[T/"a/'/>;/En//7~/9/Of/\ӳ/^/h>_/? /d$/u1/N//&G/Ga/X/n//nYC/#//u9//b/-/M/U//^/߿/*/{s/&/;"/-p/Df/S_/oxU/JY1/cK/t؏/c/2 ///./_:/~J///V/L//b`/±//v://p/B/Rt/}0N/o/*//H/[/p/ܙ/g/ /x/_0 C090V0`0(aU/0d0 >0B0E0=0(L08Fd0 K00409U0J]0A0S0\0n.?p...ۼ.I/..X/.ِ.І/ u/'/Ň/#"v/1/Ga".U///$Z//?/3'/?0/5/Hi/]df/r/Y/h;i/?//)W/@LX/O /j6P/X/r(V/f//{%/;/e/VM/;//1#/%O/҄////:/x//"+///O//ܳ/0:0/%ͷ/)/I`/N/(t/t/L)o/AE/r{/w/vK/ j/u/i// +/ R.2/-// '.qM-q.P.]X/Rɾ/.[/}\4/U/b.61.o/ռ.u//m//Λ/Z/5/H/Š5//0 +0 /f0/▬0 0͋/Q/o/W//D./o26/E/ϻ/%:/[i/ع//E#//s5/v/@/D/\/l/0)0Ũ0W0 T}0X0$K0M#0&ܟ020?0a0400$0t0<0,90202W0d0_ T0d0.20=0H0XV0L0Z70hQ0v,K0d(K0tk0'U0`000q0L0f0q{0A0F10yx$0~[0;0A00Yh0{[0%90K0q0000 #06_0^]0S0 /40^0 /ƉC///q 0/00C0-0X/nz0/W0 0|#0Ϳ00u`0h 0F0|Ў0=00 00b0ќ00g0WO#0@0iT0Q0#R0څ0300yI0`0H0jNC0Bԃ010Mu0,,m =⫴nLܴO +AA9h2 )W; Xٴ x%˴۴x-vI~?P_³S`: OL Ƴqan?襳ܟ䌳Uڳ _ +\S̳8%lwߖKG *  ٽ ߪp(KѴ16SЮA Ŵ ŴŴ ' F?x@+~)ƨ OSW\~&*2Y[D#T˳[b|׳sOEI􄻳*# %ڳrBA=T'7ֳSЍʑ߳EUحDNmgѼbӳ֔óa-5ʃ f@R}Kǹ5̳xejJfht=6,hB.ֳPNWY$ +ɸv\ʳq N[_ܳd +󜳌td+a(^+ +ֲї2)I+!r粯 +'ܘ~׷y^4=C볮'㳛AI];޳Tó腳uSdCb쳃۳^^9v/ﳃjV)G(t-[xԳ0ʗsIϲs:M1 2@:d498uﲹֱ 1r2/g023 03i~3%3Q3j3d:Oʹng.RrQH "4zʹ<(Јȇ&PfuiN݊% iV>4)^"1ϱê(gc²t4ﳎ2ڳسNk[ᳳ߰ +1U'J1J*qFZw0XI vq99*a2?eNаE鐔 im w82M#+"B"!:= FO"!V"N!G޳\߳mA9Z9Eͦtnn8Ƴq U" B"xg V,T糁aȱ"r["y;'}SYvӳHU  ϧ9/в~Pb1#23'q вv'lX1k޲Gm%2?r3GM23/\q33,h3w3-342>\3 *3J33p?3a3䙓4׸3ɦ4 +4%j4U47s4e4l413 444B4kx4?s34[44|4 +44·4<4o48G5B52}|2EU3?3UE26>\3D +2f3?D3Ӗ4#14-~3ʎ-3<4'4K>uN`Xȴ"z/޴#.8L36"32* +2[سH4t144l44{ t4\h4~4Q4<74K5Q54(h45U5tP4">134z4 [Ӵͮ0 Z4׿4dt44w3>%"34X YS1Z߰ی2ĝ2|ul`2֢2n)3D33;33Ԝ3'R3#ti3q3'쑾͏2kSl2젱~G022p3&`33$f3+33NkA3vY3333"4B4b3:3۾4w4j4M4K4c44M*S4S-4^4U3\K3n4$n 42}4 44Fc4be4`\M4t44p4ph4i4<4͇1"23۰3V&33R3E3! +3S3‘343&3/D4 4=4i3r3G434.[4 4B4]4A4J#D4/ 4M}44$4W<4=y5Ǟ4;U4_:844g4H4*464m474v495 W4Ԑ5l5!,5444+ 4D]4G5x4n5 &"556d5%)g5?n5UN5t5^5K5*5A:5'57{5W+}5j5[5v5N5$55555I!5j5F5/-5't5S5@5Ӷ5J 5fg55;556I6x5K_55M5)f5v556<66m65^6,w66"!66{6?5C35I5w)5~v5H5:B5|^5lS55F5ݾ5ab5۱555`5!#45O_J5 4wG4+3E+D5ok5P +555t41RE574|5j56 6V55D6 `6P^6( 6* c6D|6Fii6'6C6B68n5 5g5Q5S5p~5=555656)FB6 g5/5r55]T5h6 6E6)y66-6:6LO65a6H6U>6k6[6n6 ?626<%6I6\-d6kJ6U6^C6wG6Ws66E6A6؃6)6 6.6O6z666f46W6 6g62$666^6>66O6׊66y)6D6ϡ6E6Ԅ6V6k=6U6Ճn6r6t66r6W666de6e-6!6[6_76U n6I6r76m_6_6?r6w66U6V66CL6*6^6Ds6a5 +6 K5vv6{6]wH66y6816 +16P16! 6^6 6^6@.6[66ƛL6666>6w6x66ަ6ǀ6C6b6[6*6i 67V6T6M6O6u6qd6A6|6b׬66u)+@)a)ɍW)5))E/))Z))Ͼ)p)ީ)q)))Ć)ƶ;))9)n)ߟ)،)ɣ)&)))l)Q)/)2))%**nR* +W* %}* *x*O*!oa* +*T* *;*~**?**`*9*#*%***'r*)P*-C*9b*Fm*T9+*/MT*1x*;B*>'#*3r*5*@lI*B*I +*K*W +*YB*N.*Pde*\j*^*e*hh*uqU*x*k*n^*{*~***r *K* *5** *m*5*j^*s*h*υ*S****s'**ш*,k*a*+6+#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#*#)###"X#'#&˴# ####~J#k#L##ô##%#$ʹ#O#*##Դ#"###(#F# +# # .##˴# +# #~J# Ҵ#~J#~J#:#4""*#~J#~J#~J#~J" ""J"A#p#""#y""(""""p"E"뙴"ʹ"R"ݭ#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J"~#~J"#~J#~J#~J#~J#~J"#~J"/"z"'"D"Ӵ"t"4""ʹ""""+"""""#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J""A""q""ʴ"}"z"rM"n?#~J"WH"iѴ"f"RĴ"O.#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J"@ϴ#~J"&δ";z"6b"!]"#~J#~J#~J#~J"Z!!:!I#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J!ȼ!!}*@F*L;*Mk*Am0*B*Oi|*PM*Z*\*j. *l*^8*_*m*o*q*sI*s*(*u*xC*ep**h*߁**$*E*** *zr*|***~s*!V*L**r*$*iX**/*<7*[**C*E$*R.t*Sh*F%D*G*T-*U#*a7*b*q *ri*c©*d{*sr*uw*G<*H*Vq1*W<%*IB*IȰ*W*X}2*eE*f*v -*wf*gp*h*w*x*** +* *t**r*$*5*G*j* **=****-i**N*i***.x*Yk**s**s*?**w)6)u)')p)ߘ)ߠd)")*(*Qj* `G* *j>*r* * 8)ߌ9)\))d]))ެ)/)*j*S * * *+$** o* 5}*D^*y*"ܱ*#***#> +*#O*/1*/s**J*XD*YM*J*Jٛ*Y*Y*h*h*y*y6*i8*i_*y*y*Jܟ*J*YW*Y*J*JL?*Yi4*Y:*ig *iQ&*z*y>*i*h*y*yg5*H***…**Ź*B* ;*<**}S*ɀ**** *̇*** E*u*y***ܴ*Ҧ*,_*"y***l*i*I*In*Xa*X2*H*H0*W*V߀*h_>*g*xI*x`*g.*fl*w*v*Gn*F*V?*U(J*E#*D*T((*Sg*e*d*u*ty*c*bZ*s*r*<**|**Z**"*A*P*>****)x*|***2***ʲ*3*{***ջ*ps*l*%*A**YH*/*^*+**IC**w2**W*t**ַ****p**^*t**)*}r**U*M*,Q***ÿ*o;*+n**.*ȁ*ǽ***Q* * )*؏*ڲ**D*%***~*W**S*ѿ*ܺ#*ޥ2*qD**sM*#**"**;)**p*F*0*u**a*~A*sO*PC**p*`* +**)*"* *Tc*d*f*ō*EC*Y*]*l**/R*|*(*X +*/*}p*6**Ћ *րT**f**]**?*a**)*a*+0**ɖ+j+?*C**z*/*h*%*ݝ*ꗓ*M**,+z+h*Z*=+W+Iq*\*5+U++++Bm+ + + ++{+w+v++&+Q+y+ +a+ $+$++ L+`h+M+"+h+s]+[+a+++h+;+%+'f1+ {I+"+)1+*+.[+0VT+9#+2;z+4 +;+=+#+%+,+.+&v +'+/+0+5+7_v+?N+A+8+:R+B+D++e+a~+O+ 2+ a+(++++ +!G+sK+D+"f+"+ ++ (++=5+ + 0++9++ +#+$g+7+!+%+%z+(+*$+2+3G++ ++++4X+5N+;+<+EZ+F +=+?+G+I +,+-g+6, +6l+. Q+.+7+8'+?+@+J+Je+Ai+B#+K+L1-*H *q***բ**:*aU*Čm***t*10*[*ѿ*(***p *fH*܅**D<* +%*l0*bX***>**:*э*)*ޗ*B*X*r****=*+:+**M++.*,g*!****޴w* *x*d*XV+:g+3***++R*Xt*c*D*N*|**V*6*ĩ*9*1\*й*ð**'*{*K*K*-*Y*ȫ*S**Z*V**ζ ***&*+**Q*ҧ**H*7*q*D*j*k*+m+h*)*X+ +*۬b*ھS*<2*>!*ٵ*ؓE*#**hU*Y+++*+*+"+7}+ q$+ ++j+ + ++/+:E++eE+%|+&>++^+&y\+&C+ 9+ +F+>+ + NJ+"P++++&+&b++p+&}+&E+/ +/n+8+8+/+/Ѫ+97+9^ +Bz+B+L+MO+C+CB+MX"+M~+/+/+9i+9[+/H+/po+93+8+CM+C=>+Mw+Mv.+CC+B+ME+L+ x+ 4++T+ + X++i+'3+ȓ+%+%-+U)+?+%+${+ +Ͻ+ +5K+O+2s+ +$+{G+"+1"+*+#+#!+++"QU+!lc+/+.+8+8"$+.*+-+7+6+Bg+A+L+Lm+ASJ+@+Kf/+JK+,݇+,+60+5Zp++6m+*B4+4l+3hq+?ֈ+>+I"+H&+=+<+G+F#!# ʴ### "#P###g#K##y## ###H##"#Z# #{##Ĵ# -# >##}# # +δ#Ŵ#д"N""A"""=""g"#"榴"δ"٪"˴""j"}"!"""젴"D"{"|"j"Ꮄ"""ٴ""""a#˴#Q####մ#L#0## +9# "ٴ"a##r"" #####S##i###"m"#8#""<"""t"膴"%"}"ݴ"Q"#"""͵"" "s"""e"t"ܴ""^":"䢴""9"ƴ"F"׋""ɢ"!"״"""""Ǵ"Ҵ"i"Z"2"""S"*""G"h"f"G"Ӵ"""6"""\""V"A"/"_"̴"T"״"w"th"""qW"n`"b"]"K"Ga"Z,"W"C"?"_"|"jݴ"h"zѴ"x"f"d "S"P";ڴ"8"NU"L"5"1"""""A"0""5""Ĵ"'""""m"K"O"ߴ"*"""@"""""":""r"""v"u"aL"^v"s"q"\"Z"I´"Gs".",S"Eɴ"C"*Ǵ"(r"p"oi"YH"W"n"m"V"UF"A"@"&"%P">"="#""#ִ#########T""#D#+""i######E##-#<#L"{"##"Ӵ""ٴ""G""q"K"̴"㮴"֐"8"Ȕ"Y""""˴"h""㸴"ִ""""[""""""C"֦"M"|#h#ɴ##˴##u#,##0#"p"д##Z"J"մ##l#7##ٴ##### j","# +# +"#P"""մ"Y"""-"戴""ז" "ɖ"D""."ʗ"ȴ""o""1""萴"`""״"ˋ"P"ٴ""+"a""P""z""Ѵ"("""""x";""*""Ĵ"޴"״" "*""Q"˴"""" "X""J""lҴ"l "Tp"S"ks"k"Se"S"M"?ڴ"#C"$״"p"qʴ"Y6"Zr"sc"u"["]"AĴ"C"&i"("E4"Fʹ")"+ݴ"0ٴ",ʴ""ٴ")"%"ϴ" !!!ϴ!!!!!ˮ"!I""!""-!Ӵ!!!Դ!ߴ!!Ӵ!(!v!!!!!!!C!!!p!i!G!@!d!]b!8!1G!!-!~A!wo!!´!qo!l(!Ul!M!)! !G{!B;!!I"h"ݴ!V!'"" ;!@!e!ג!ٴ!!'!!͒!x!" "!춴!""!h!糴!˖!ȴ!A!m!6!!L!x!z!ʹ!hմ!e +!!!a9!^J!""!!䋴""4!㤴!!z!…!Y!д!!D!G!v"ȴ" !⼴!Դ""z!_!]!!,! ![!v!;!!3!y!w޴!N!M!v!!uz!L!KN! ʹ!ش !! d {!u&!u^!J!K!u!v!K!Lδ!!E Y!!! +""![!@"s"!!{!!p!!D!)!մ!b!j" +" !Ҵ!홴"$"!!ִ!Դ!̠!?!ݴ!΃!k!!ô!x!zy!N1!P&!|k!!Rr!U1!!" 颴 {!%P!(; | !V!!X!\!v!!_!c!+ܴ!/< !2!7" 6! }r {ٴ t z x˴ C A L  @( ?;  Z ~ w x . մ yд {j > ? s ?ٴ A; `մ96ZX~q=9ɴ75ɴ3̴R.}~ +=5g6e37:[뚴h Q }  +  @ BO E " f H K + + ٴ * 0  N^ S5 $  W ]B  #~ǑӴљ>(@ϴDJoĴUc@NVir ]cW#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J+C.+M+EI+GJ+ONU+Qj +WS+a+Y+[+dR+f+I1+J+Sj+UM+L;+NB+WI+X&+]+_m+h+jR+aЎ+cT+lw+n+lv+w6+oQt+q+z+}.+!+v++~++t+v=+++xI++z1++++b+<+ ++ +6E+KR+OY+Q+ZG+[+RQ+Sp+]+^,+e,"+fl+pf+q+h+i@+sb+t+Tqz+US+_9+`&+V+V+`+a+jY+kPi+u?+vt+l$+l+wa+xf+{+}+w++ ++5++?Z+++K+6v++q+ +ˁ+,+S++h+f+%++A+%+Y+u+y+T++++9w+++`+ +{+z%++ +VD+n+++Y++0++Z++++}+jV+ +/+B+ +ʦ+++KT+*+um+1+n++Q+j+^+++#++Æ+C+++T+ +Q+C+>++J]+!+++X+k++ߜ+++b+++(+7++v+ ++b++B?+g+}+:+X+++ɭ++n+l+++a+++ǁ+Ȉ+g+ʒ+f++: ++G++FW++@v+)+kJ++ʫT++DT+~U+S+p+W@+W+b'Z+b+W+X>+b+cJ+me+mR+x+yi+n+nB+y+yٖ+X+X.+c+b+W+W}+b+bV+nF+n(+yڍ+y+m +m+yo.+yG+q+]++c+Ϥ++s+$+:+ +<;+u+1p+@m+++3+˗++++i++v+:+p++{+++E++W ++Vz+aU+a@^+U+U+`+_+l+lXG+xs+ws+k{+j+v=+u_+T+S+^+]+Q+P+\j+["+i+hv!+tN+s+g-+e+r;+p+w+%+"+#+HQ+2+@++M-++++Y++++,++I+\+}+{+i+++U+8|+l++Q+2+++e+n+E+ f+)++1+/b+a++-+zg+y+>+5++++++gv+Fz+V+_+,+++3+} +Q++q+ ++ϻ++,+f++Ę-+ē>+j+C+q+2+/+ʞ{++x+_7+)+@++,++ڢ+iU+$,+ɒg+B+@\++/+j+|+x+:++8*+L+++k+*+4+.++1+a3+t+z+"+ݱ++++͓+j+*+xX+wY+x+&+^K+-I++Z@+c++s+a+֐++S++`+ƀ+#++Ō+ć:++L+'+ѝ+&+P++UY+؜++nj+A+y++%+X+++Ƿ1+Ϡ<++MG+Ɇ+0+х+@?+̲+ _++(+++J+:+݈+'+@{+躳+뾩+,, +l+C+++_+++&,, ,k,(,,,, C, ,+4+2+QA+Dx++Ѥ++ن+)++!++++V+뎚+l+_3+Ռ+5+z+m++ٍ6+#z++q++}++C+=+n+R,,N+}+],,|, +, w,),, , ],,'+u+,&F,+qb+ݡ,*+Q, R9, +t,b,h, 7,,8%,g,,*B,@-,U<,`,t, Q,/;,3,#K,%,8Px,<(,H#,O,j`,te`,UrZ,[9,},@,{ ,H),,6,h,R,Q,i,,,W,',R,=,#,mB,.,- /-qY,-/-^-&,'q,)vT,?\b,A,*Q,*x,CW,C,`(,d,,,fD,h >,W=,,),(,CwZ,A,&p,#s,?a#,;,h ,f{,,JD,clp,^,,,,,ҽ,&,4,9,U,#-- - RP-/*o-6}V-p-`,-.-CN-C-t-u-B-?qZ+9U+++~+lA+++K+9w+?++|>+!I+ +++/+o+?++Ξ#+ͼ++ԡ+ۖ+9 ++8M+X6+ս+q+z+ۨ+&++BG+,w+k++++E1,,,, ,?W+, +[O,d+O+䶯+++*+߹2+-+*+~+s,l+<+~+++}r++E+Ѷ+Г++ɰ`+l+@++Ը++?v+g:+N+֯X+8-+ȋ+W++^++ĸ+ʎ+:+ +ϗO+׫+҉+T+ +P+H9+ +l+L+G+>+]j+ן+ۼ+ٌ+++~i+R+f+ہ+`+]+/+ԨQ+׫++b+4+Ը]+ӎ++++m+ՍI+PB+h+l, :,CG,7O,2t,ް,,,,,%,YY,R,>,_,J,Ai,v,jO,PQ, lR,o,0G,,,}, *,8:,.!,]O,P,%|,o,C ,7,+,&,\6,tL, +,,2,^-- -W-:\-31-S,-+J;-!°,$,@,˗,,p,^r,G?,7,H ,O-F- $,,-,]9++@, ++b+D+L+f+ +,, ,+,|,+,k, +++]+'+u+(++ +0+Y+,T+R+#,+ ++w ,Mˬ,=,!,i,/Cd,";,U,Bd{,,j,,Z,g",pU,7,,, <0,1,#N,CK+5,, ,X,D1?,4,qCH,2k,#,X,B&#~J7#~Jh(}I#~J@#~JQ´q?*  +e#)5,ƴo `4 NRڴE!{쟴#~Jh#~J;kdɴ#~J#~J#~J#~J2ϴ ʴSŴkXSoF/5 +P1w֗|fNCуJȴvմmP9O)ఴ ̛e^~QYTe R˴v|]) մpct ٴ*մZ;M;0 :zGy7j6dىשpk;Ej9gZ672#:>ϴhkĴnjr[RiWӴ[ݴa.i{ ^ˆjp|ӴK.&62]ԪWDhMI#bU!ZRHzӴ Դдl5)ܴd4q1 +z|74*ڴ8Hh̩TߴbδS޴m|{p(j޴Ehi6S }yTٴhkp|upWZ"QѴ+Dw{ܴVg9$*v2m=p  !/z # .9 l2ߴ0);{K]մNnʘu?S' lkܴK?VfִgŴzP9?8NP;^ִq'㏴ʹ #u<_WJ/P|KLb5#~J#~J#~J#~Jƴ#~J"#~J#~J#~J#~J#~Jv1#~J_y} o_BK{ El$lW_#~J#~J#~J#~J#~J)*#~Jzߴ#~J#~J#~J#~J#~JǴ#~Jr +X´0V tY_bܴ7ٴY:%[Ӵq aS ⎴ӦD:8Tٴ0+wิKbHԴشJQU%˴.4J5@Pc=޴aԗƴ˩Τ涴Yϴ"m  ؿ",S$P#~J#~J#~J#~J#~J#~JQn#~J#~J#~J#~J#~J{ʹ  o#g,-w մ jV A~ +tq  #~J#~J#~J#~J Uj'\#~J#~J#~J#~J%'ЫnySi + 톳$ϳלSJπpaWlPNL< p !N qȴzrV{Hi1澴# t t^e " #Sj~rTJ>_9Dl?ƨ׷3Z ϳx yW󖢳A$Vʳw賰ֿh>/_ŴlyI}bCz1ߴ+ ȴe3ɴL+ZAϱ +fu])2FlʴD.1ϞN3Ozhjܴ43^h%lvCܴ0CŴod]/n| 84!=vNPIArd!=žYnY +ʹY̴ʴ;rZb}41ȴ;[|(ZQ´ôoӴ,H8zԴԴ`255n+ҴF'BC N?6 *l ) ɴs +\ E(p(TApϴ md.s <ִ N|@GLlE@(Pi@;̳~FeE0˳& b^ +- '-juP*<Ӄ*LK*J*;D*91*I *GF*[r*Yb}*j*h;*W*U{*f*d*G*N*)*9o*~5*},*T*b **M*{****f*k'*{M*yTi*a3*R*wCX*u*7C***s*D**CP**V*uG*7'*61*Eu*C*4aH*2*A@*?*S*Q8*b?*`~*Ox*My3*^u*\!*0*.*=/*;e*,**x*95G*6*K>*H*Y(*WE*F*D."*T.*R%&*r@*p*x**n*k*~b*{*"*c**** *%*U*i #*fce*y+*vT*c{*` *si*pk****bg**b**))V))6b)O){)›r)))/)4))F)h)A)))v)B)) )J)R))~y)Ɉ3)ܼ)ى8)Ɔ)z)I)")M):*aa*)ʛ)q**H**)**-* Q* h*,*S) + )`*8)`)G)Q))* **`*3*+*** ))w))-)H))A )K)c$)B8)ϥ)C))$)K)a )ʣ))N.)I)/)X{)<))))ck)~)Y3)C)))0))=!)+)9)؊)i):O)0I*N)A* }?* 1))Y)*+*))3))B)Z)yw))Ԧl)/)m*%G))C)).)*(V*&)Z*4@*2S*#*!*/*-~*A*?0N*O}*LX*o*;n&*^*[*m[*j9*X$*U*g%*cƨ*}|p*z r*8*k_*v*s3***R*N*`v-*]y*K*Hx*YQ*V2*o*l**{O*hZc*dI*w?*sŷ**R=* * 8**I*V*)*,9h*)Z*8a*5L!*&t*#u*2-S*/K* * &**c*v**J* zh* **+*(*:**%g*"(7*E2*A,*R*O9*>*;#*Ku*G}*`ٌ*]*o*kC*Y)*UC +*gzu*cK`*7*4F*D6G*@*0 *-RH*<*9 #*QSu*M\A*_#*Z*I^*E[F*V*R>**D***{***y;*1*^*ʧC*hC**ʛ**Ƨ*t*(*(I*;*̲*`*P**bV**%*Ð*X*>**(-*Wa**\*0*ԕ*G** *x*^+w]*P8*TT*O*)*J*u**Tx*܅** 2*ڞ*ءy**5*Z**͒**_*F*2*Z*4**m**Z***A*Ww*tg*l***y*h|**B*bC*m**t*z*r*?*cZ*="**d**ã*/i***֎*f*~***k*z*v*)H*}*s**M**C*4*a*w***x*{*** ***m*ѩ* *1+ +"+e+s+6 +9+ + +++ s+g+z+i+G++.u++ e+ ++++ [+t+P+d+R+{r++q+h++)8+(+2Mj+1R+&+%+/ժ+.y+;+:k+Eb+DP+9+7E+Bw+A ++$HB+"+- +++!]A++)+(CZ+6+4w+?i+=+2\+00+;+9/**G++RZ**+ޡ+^+C+ Š++}d+ 98+ $++!**׺+7*p*.*=*(*++D+^+ +++ + ++U+y'+&+$!++8+"ؠ+ +/%+-9E+8$+54++:+)*+3+1++++(+X++++' +b+$+/gC+-+"+ K+*+(;%*?*0*tR*bp*7*5M*E**9*g*q*D**p*9*."*)f******nC*"n*R****Gk**R** *\*=M***W***&***q*X**ԝl*d****#5*%*U*,**^**6***T*aS*gD**N*z**t*vx*q***T*ϖ*8**C*)*ͳ***mw*h*|*w*dT*_6*rh*m˓***H*~x**|vH**܍*|4** * +*S*A**5*!*}***Y*+q*ts** *W*)*q**ΰ*Ɋ*;*F*y*c*E*****K*`**XA**೘*C*9+*+&*}++t*,*D+ư+"*Q*6r** *қ*Q*1*L(*K*A*(*?*)E***++ ؗ+Y+]+ ++uA+V+ji+\+1+%+#)1+++ ++4+3+ K+ ++F*+/+w+O+n+/+q3+Ͽ+ (++2*@ +*ǂ7*Z|*]*ú*L*Vg*E*/*ݏ*훹*.*EU***Y**1D*+* *I*Z*R**В**U*AJ*֏*ǹk*?^*ԉ**0*++v**)*$*a+ xE+++ {++<1+ +01+>R*5*7 *l*Y*,*V*;*Tn**8C+E+DG**;*x*XY###d#'#B#C#۴## D# #N#!# # ##˴## #p#Q#!#"#o#Z#P#Z#####P#b""M"V"U" +""\""´"Դ"δ" "߰""]"_""5"Ŵ"""""O""㙴"t"ʴ"O""´"ٴ##P#$Q#e#g#%C#&9#`#\#Ĵ## # +#´## # #'#(;## #)#*#!####{#2###5#$#"%#{"մ")##F"V""h""ô"݃"r"u""##\""ܴ#2# ""j""%"ⅴ""F"(")"̴"x"S""?"u"Ė"]""A"Y" ""3"""´"Ɨ"״":""ܴ"ˀ"/"""l"J"ʹ"a""δ" +"v"x"`´"cr"za"|"e"g"I"K"-"/"MV"OѴ"2_"6;"}״""i"l"ݴ";"oY"q"Q"T"9"= +"W"Zʴ"@"Df"7"~""`""H"ش"ƴ""9"o""""ߴ""0"J"U"ɹ"6"y"""΃"_"H""""k"h"""ܴ"u+"x""2""z"}i"^B"b"G"K"f"i"Ng"Q"v"A"ƴ""Ĵ"k"""mF"p"UԴ"Y"t"xr"^S"c#+#,#$]#%#.#/&#&#'####v#J# b##t#09#1#)#*#2մ#3#,#-w#"8###0##$#&R###ڴ# +# d#5#ɴ# ##´#ƴ""[""""_"T"#v#2## +h#Ѵ## # ִ"F#j"7"r#d#˴"7"j#5R#6z#.ش#0##7#8#1#3#'#)# B#"R#+#,}##ʹ#%{#:O#;#4y#5Ӵ#<޴#>M#7D#8#.+#/#&#)#13#2#*Ҵ#,I#m#S#ڴ##*#޴##̴## :""6# %# ###ʹ#!#####%t###C### #Ӵ## T# "޵"v"ѓ"u"""՞"ر"´"U")"Ǵ"A""""@"ꈴ""ޕ" +"華"޴"㣴""ў":"!"δ"ƴ""ɮ"x"t""""մ"""{""hM"ln""B"pԴ"uݴ"д"Ĵ"""ƴ""""""y"}y" "Ĵ""""h" +"~"""I"^"ځ"ݘ"̬"Ѓ"L"\"Ӏ"Ѵ""Y""##"""3"""K"1""Z"0"""M""P"""\""""""""6"͒""^""ش"""9""-""ƴ"ʴ"""""!J!д"d"#!!H!W!!!!ۉ!Դ!!o""!""p"&")M" +z"!!肴!ش!Ƌ!Z!ϴ!ƴ!ϼ!!!f~!i!!ô!mz!r!:W!?! ! !C޴!H!b! !!!x!~!!!!!NĴ!V8!#>!+!]ִ!cδ!1!8","0="p"Ŵ"5z"9ִ"д"!!v!-!W!"Ѵ!մ!枴">Ѵ"CѴ"$^")9"H?"L"-ʴ"2" d"y!!"">"H!a!+!!q!_! !´!e!!!i*!o=!?L!E!v!!Nl!Xc!p!C!^!Z!k!ߏ!´!o!@!!a!h!!˴!p!zA a ֋ % * +  r H a ha + 1 q { ;` C: S : ߴ ! + `  ϴ K{ S b [+ ddGʴ& =kNw.'1ƴ';G<   }? $ /lʹ˴Q^hZϴiִz!! ڡ !#!-n J  : o ~ j ǡ E Ѵ!7A!?Ĵ!!!H!S!`!* Ǵ ݄ : 듴 k Ǝ ; GҴ ^ Q ]h  (8&yvc h< z? 5} E` Q ^'U =  ,Ĵ!"Ps"U4"9">"ZO"`8"DĴ"J""%"(" &"+*"0"_"Ӵ"f "jW"O"T)"oݴ"ul"Yô"`"7]"=""%("D"J"+"1b!!!![!!3! !!H!!!(!!|!%!k!"O" !&!""!!9!6! !)!ٴ!!0!!4"y"~U"f"lL"""q"x"P="Vt"9"A"\Ĵ"d"Hd"N""ܴ"|̴"q""g"""j5"q"T"\"w`"|"d"j"!5"(ִ"M"7"/+"8C"&" i!!д!!ك!"!⥴!>"@^"HQ"(´"/"Od"V"9"Bݴ""]!!"""+" "!_N!h !5!@!p!|4!Iʹ!W!g! ғ D!!j!/ r !%!!c?!l!!p!y,!´!;+!Fo!-!!Tٴ!bv!.F!; k m  ! 0 ״ ϴ =b Lٴ  " [Q ky *B > , !! s մ N _ N  t !!d!!!!|![!U!l!{r!H!X!k!G!g !r!۸!眴!x!e!!!z!!^!޴!2!D!ϴ!B!Ĵ!Ŵ!#^!3o !!A!Qߴ!!- ; ) 7 ! t !aɴ!o!=-!N!ô!̴!`!nx!!,w J!C!<Ӵ!N!6!/[){F))8)])]) +)͵)+)j`) ))X))?#)Et))ץ)Ε){)O)yn)t )#)))i7)Z):)))))))p)3)u)) )ïd)6)ۦ))r)p){m))'<)Q)̜)j6)%G)i))d)n)T)K)6)G)ķ )&)Zp)r^)n0)h\)Q){])b})\>)u'>)o)/)n)9)c)y$)+))tB)WA)Q)h$)cL)LWA)G%)]5)W){՞)uoP);))o()ik){){)))j;)8)2A)_)) +) )9)ɐj)ĵ)R)/;))))\)c)؁)3A)f)))M)m;)X)))p))7*N)T* +k*ύ)q)****u**#*f6* VL*U* )j))z))#)݋)# )w*F<*6***x*()8* 0I**)m*&M*5J*1*"*@<*-*)*AS*=Hs*M*Ix*9:*5**E>*@*z*0*&**"`**"*1*ɱ*1*-P*<)*8&t*(}*$*3*/^<)K))[)0)ߪ)ȴ)ܕ))$H)*%*^)a)u)2@))Îe)l)j))L)()>)G)W)e)))w)ӿ)͕N) ) * * +**.*+**[e* * 8*g***&^*h*Y*"I*))R**)_I))u0)Y*"* **G@*_**B* +/)A)= +o)QR)LI)8G )3)Gc)BQ=)b)]_)u)n~)W`f)Q=)h:)a)/G)+ S)=b)8)&)"0)3)/1)L6)Fn)[A)U)AP);d)OL)H))yj)) |)y)r)>)Y));))-)))3)')k=)d)|)t٪)].)Vr)l)dC)))=)2)|){)ra)ׅ)a)e)K)*j)%)6))!1)`)6`!)0M)B); )+)%)4A)-Q)) 7)j)J))p) )^)))v)&KQ)) xR)) #(0)N )GY)[)R{)> )6x|)I)6\)hck)])uf)_&h)I[)6)IV)4)&')X)%3))()(o)#ks)) >)\)F6(I((`)))/)*)w)l)I)D)T)3)*7)%4)t_)))<)F))C)e)ڎ))))8))')p)>)է))Q)j)ٰ$)')4)ѿ)ɒ2))̺1))ɤ* ).`))ω)))).))))gJ)c)\))K)'))*)c)=)O)w4)_)x;[)_)H)2a)Ft)/N)xt)]k)w޻)[о)D)+r)@ )&))c) Z)0)й(+1(((ǡ)B6()t(Q(a(nI(&&(V)v{4)XB)tN)U`m)<)!)7V))q`)Q-)m^)Lo)2,n)),) T)n/()($(!(U( +((b(Ų(孩((i(M&(ڱ(ee*[*Vs*h*c\*Q*M*^;*Y*w(;*qU**+*lz*g*z*t*Ho*C *T*O*?*:I*J*Ev*a*\K`*oO*i>*Vב*QY*cb'*]x*3***}*[**5 ** *****}C**L*|*v**7*pTV*i*}*vҀ**R4*y**l***ð*5l*0*@{v*;L*+*&*6*0*K*F7*Wv*Qv*@C*:*KV*EI*"_*:*+Yi*%ڎ*Z** >*n4*4*.*>*27*#*2*&**c:*]*o*h*Vi*O*a*Td*|e*u{*@*z0*f*X2*l*]f*B*6Z *G*9 *)*@*,*q*K*= c*N3*@F*/S*!L*1ۮ*#S*dZ*f*q*.*`*RB** **.*>*c4***{**:**)0****?*&l*C*|**6* r*a*Χ*Y***{*X*Ǎ*C*k*"*<**(**A**>*л***y*F*d*A*$*~** +*6*r*.*:*3h** *7**/*q*a&*u8*eԛ**4*R*L*z*i*_*m*RmV*CC *U^*F*48*%T*6jN*&x*Y3*H*\WQ*K8*8qX*(\ *:N5*)*v*ر*g*Pq*$*qIL*ϧ*ty*5*I*V***x*W*{?*_P*M*bB*O"*<***=5*+Q*dy*Q*g=b*S*>*,*@*4*-0*I)@* +))K)))}* (* **1@)Q)))K)Hm)) )))ߎ)))l)|)t)A)B))P)*d**+*[))عT)>)>*p*l*n*|9))))؞Q)%)))3)){)k)v1)q)-)Y))a)o)= )ij)ij,)F)dze)@d)%s)")^( )^ +)9)Xn)2)(¶)(7(B((Ō(x(~A(I(_(.(T( ("(i(AS((#Z'()R)+Y)K-)#;)(^(N(T)Dn|))<)(K(7(ۓ)(!(J(I((*(' V'3'(c)( `&(CU''''sͺ'P**#$*E*)ц))9)***<* ,)g)m))uB)ی)D)c)o)S)bN);0)[I)#)q)^))Z)SN)y)L** ;*:9* ')'?))H)**z**])w)w)IN)̓)0))y)]()wh)D7)p)<)E)4<))F^)0)i3)3)aSQ)+)5(r) *)-.)!(d(-+(0\(nV)%(Z|)o(4( (N\( (.9(#'t(S'h'!'%&x' d{'' +~'{&QJ%M&Cإ'\' +)Un( ) y((L(.x(k')\( ((cP(K'(,'lT>'E*&ɭ#3+Q/'xhO'K#4j#6#.1#/ܴ#7l#9#1#3t#D#F7#?#Ao#G#H#C#Dd#:#<<#5.#6д#>#?r#8r#:<#'#)# (#"^#+@#,#$2#&?#5#####6#ɴ#7#/#0ݴ#(_#*#2#4#,#.#!Q####L#%״#'մ## #J6#KѴ#EǴ#Gh#M #N<#H#J#A#B#;ٴ#=#D7#E#?8#@#O#Q #K#L#R#SP#N$#O#G=#H#B#D3#I#K#E#GL#6#8(#0#2#:#;˴#4#6#*h#,U##|#%ݴ#.#0#(#*#=#?W#8F#:E#A#B۴#;#>#2#4#,#/#6#8д#1I#3## +1"ʹ## t###"""褴""" ""##k# # ##д### #="״"## ʴ"0#"M"a"Џ""e"T"e"."-"m""""Х""Í"޴"д"l"ߴ"";"ߴ"ڴ""ى"e"" ""R"Y#E#ʹ##)#!^###>## \#S#Ӵ###}# +# #&K#)##"#+c#-ƴ#$#'#_###8#c#!#~# ""4"T"##ڴ"Ǵ"ٴ""""8"z"S"w"# b# ## #Z## "# ""y"ش"x##""#T#U#Q#R#V#W#S@#Tq#L#N+#H#J#O#Q#Kܴ#M3#Xϴ#Y۴#U#V#Z#[#W#Xմ#R#S`#Nt#P +#T#U#Qw#R#D\#E#?´#A#G#I7#C#E#:޴#<ڴ#5#7޴#>#@״#:-##A!#G#IF#C#E#\#]~#Y#Z#^9#_5#\#]D#W#Xj#Tb#U#Y޴#[#WX#Y/#`&#`#^=#_#b#b޴#`#c#\Ĵ#^#Zȴ#^ #`ߴ#cV#a#cʹ#Q#SM#Nz#P#UJ#W#R#V#Kδ#M#H#M#R#W"#R#Wk#ZӴ#^c#Z#^۴#a#d#bt#e#[#_#\#`#cH#f#df#g#0?#2#*#-[#5]#7Ŵ#0#3%#$#'h#'#!Ŵ#*#.#%=#(#:b#=#5#8մ#?Դ#BӴ#;#B1#1N#4Ǵ#,w#3#;B#A#:#Ak####=#~##u##"# +@#g## M## V##]#+L#3#*Q#2+#:A#AY#:#A#)#1д#(#1t#9#A#:#B#HM#M#G#M#S #X#Sf#XǴ#G#N #H#Nm#T #Yȴ#T#Z#] #af#]д#b#e#iM#gF#j#^#c#`p#e#h#l#j7#m#Ht#O/#Hߴ#P#U̴#[#Vϴ#]k#I#Q,#JT#R+#X#^ʹ#Y#`#a޴#g#co#i=#k޴#oE#m#p#e5#j#gB#l#o@#r#q#t+""""}""m"F"w" ""r,"x´"Ѵ""~Ҵ"y""/"@"δ"ŝ"ʮ"""Q"ʴ"p"-"""("ٴ"^"g>"K"Q"n"u"Za"dQ"4">:"C"(J"G"O"1"<9"|]"P"k״"t7"6"5"{"Դ"Y"c"F"O"kb"t"YY"d"K"""Ѵ""߻"´"""4"|""ʴ"Q"E""勴"ꥴ"ۘ""" "痴")""ܴ""'"R"ƴ""д""Ĵ"r""E""C""|"Z"m"~"""t","/"Q"<"F"c"C""""DŽ""6"o""ô"H"ߴ"!O!"Ǵ"' +"ô"!!ྴ!?!ȴ! !!δ!`"0"<""("H"Q"3д"J "")!" 9"*P"AS" U"7!A!x!_!!2!!!E!b!rk!Aô!cx!w!]!M!*!t!!7!"ڴ".," "&!ߴ! !F!"9"!"3"fȴ"x"]="r="E"_"U""U{"k"N"eٴ"~"R"z2"""ڴ""M""ჴ"E"Ŵ"""""̕"ު"ʣ"x"G"]ȴ"@"W"uʹ"ܴ"p@""8"Qo"0Q"L"j̴""g"}""""۴""9"="-"n"F"L"8"ũ"A"B"S## +"Ĵ#ڴ#z#5# #"##(")##)###t#'#1Y#'\#1i#:Y#CI#:ڴ#C#',#1#' #2#;r#DǴ#<$#Eߴ"z#"##&##i#"#ʹ" ##Ҵ##~##'D#2#'#3o#=#G)#>D#H|#()#4+#)#5H#?J#I#@#KY#K]#So#L#T#Z#bP#\ߴ#c#Mô#Va#O6#W#^a#f#`X#h#i#n#j#p=#rѴ#u#t}#w'#lٴ#r#n#s#v)#xu#w#y#P#Yδ#RE#[p#b;#j#d #l#S#]f#U#_E#fG#m#hL#o#po#u#rp#wU#y #z#zb#{#tD#x#v #zF#{#|?#|u#|ʹ"Ŵ#H"^"#X##`#"q"{""?##m#ʴ##)#6>#*#7I#B#M#C#N#+#8#,`#9#Dϴ#P#Fk#R"""."훴"P#K###"a"""## #Y#"#-#;Q#.#<Ѵ#H#T#I#U#0#>v#1#?#K#W#MP#Y#WR#a#YR#c*#jI#q#l>#s#[#eF#]&#g#nE#us#p#w/#w#{#yC#|#};#}0#}Ҵ#}p#z#}o#{ݴ#~#~4#}#~J#}~#^#i#a#kb#q#x#sش#z.#c#mC#e#o!#u#{r#w<#|#|#~J#}#~J#~J#}G#~J#|ڴ#~D#~I#~J#~H#~J#|)#~J#{+Oa+M+Y+X#+Le+J+V~+T+dA+b+o+m`+`?+_9+kN+i+I+G0+RH+P+ED9+CA+NR+L++] +Z7+grZ+e>k+X+V +b+`+z@f+xf++Վ+vk6+tP+0+T2++++p+w+G+A++r}+o8+|q+z{+mK+jY+w+u'++?++D+Sc++ͪ+F0+A)+>B+J+H:h+<+:e+Eo+CY+T(+QJ+^+[d&+O'+L+X+U$+7+5+@˗+>*+2l+0^+;w+8+IH+G+S+P +D&|+A7l+MA+I+h+eI+rQ+o`+bj+_s+lUj+i0+|©+y++X+vj+s+SQ+} +\f2+YB+ey+bC+V ++R+_8+[x+o+l$+y+u8+h5+dؕ+q+n++bb+{+e+ +˯++z++t+{++ +9+ v+}+c_+z+,+}+[+^+:+C+!+[Z++.++w+N7+i+b+++u++b%++1x+y+3+6+++++J/++"+i+++]+ ++[++p+zG+_++h+<*+y+O+|++++++++q+g+^+<+J|++++T+R+{+wa++a+++ߠ+4+a+(+8+++'+]Q+"L++J++p ++e+it+++=++H+6+y+++t+k++C+8++V++%++ޚ+V1+t(+-+*2+5߶+2+(6H+%c+0 +- +>7+;'+F!+Cz+8 ~+4"+@,+<Ј+"G++*B+&++L+#P+ +1+.^+9fy+5++ +'+2l+.+O`+K+X+I+T+Hrb+D+P+M +a+]<+j+f+YS+UZ+a+]s+AF+=x+IA+E`+9E+6!+AsB+=x+QP+M8+Yq+U+I++D+P[+LMP+~++i+*7+{+ [+U++$J+ ++DR+'+`+e+#i+ 8+ +3+B+8$+ +++ j+i+OW++u~+n+ +}+Z+ +<+2R+.xD+9q+5^+*+&+1?+*Ҩ+@++U+ + i+.++(8+!g8+,&+$+++ۀ++s.!+n+|U +wс+j+f$+s9+n++bB+\t+N+{F+w+P+v%+aR+]+i+ex+Xo+Se+`$U+XA+r}+l+z6 +rF+e+^!+k+c@++SW++w++_+j++ ++(h+++2+$4+e+/+r+x_k++}c+php+hQ+u +mR|++ų+++z*+r?++w+L+EQ+Q+JG+>x+76S+B +;BR+V+N%+[\+S`+G+?@+KP+C/+/c+(P+3+,o+!}+Z+$Ub+d+7]!+/o+;P+25+'{++*[+"U+` +Wֵ+d+\:+Oy+G +S+JZ+ip +`M+mm+d+W+Nc+[~+R-+>+6+B+9M+-+%+0~+'+EI++Y+ɀv+_+H+++ɒ+„+l+++&+F+j+++w+P+ÁI++ ++ɍ+f`+Ԧ+Ӽt+ֻ+P+.4+J+~T+F+c+ ++Y=++Z+zn+f+ +ґ+@+d+ӵe++P+v+a+++++s++M+ה++>, ++˺++_+ ,,w,1>y,",,,g, >++)+魪+x+܈%+?c+⼔+^+h+ܖ,{,2++p+++B+4+W+i+ +a+n0++ +Ҵ&+֞K+B+6+j+h9++:++ڀ+J+^+*V+D]+ӥ+m+c+8+{+U+e+l++\+M+>++J ++٫+%++N+++ݼ^+h++ދW+е++Ӗ)++L+X+˅+B+־+Ҫ+G +տ+&+4++˪+z++Qw+ +R+/++!+`+6++N+\+++ +U+2+ ++++{ע+a+>x+A+h+++}++ٟ+++P++<+y++OD+J+L++@IS+f+Yh+gڑ+[^+M+A+O5+B++?+ +:++v^++x!S++@+_+.++y+\<+{*+i +\+k+^1)+PK}+Cc+Qqw+DJ+l}+_dJ+m+`sP+Rv8+E+SY+FuӴۮUggc@;LꅴPY<g *CĴ)5߆5v#8Iɴ\tߴ7(IȴšZn6클tӴ9Bzdٴy +8y޴'9 侴TjucMFUڴie>w#57y nմNhH\.mR +g½0E  81Nciʴ+^El΂as|80WL5eMA:4׽ +i9l:R ƴ %;;Z9sd>[ִ.$bC6gƴִE?DtŴ^EõNɴܴ=ʴaϴ[Ҧ(Q!޴|\{-?4޴kFܴwXZ+дܾH=8]q{&Mlt*X<`dQôtEܴƾGp  <ʹ4dc:Ŵ$Ѵ[t\ ƇO7u +#2+fڴ\ ڴ=evzlnu '[p̴4BHLd#  0[@ Fr Wߴ v )ʴ"~ܴli_e+Դ5Xt,/q>TQp"E)^Ǵ δ(+zCD7_}4Ҵs a,gӍ j  Ac UQ |  i >  ( A V  , / י Q R!  1 m HH m ޴ E}]I´Jgs%G̴ńy] + U  >Ŵ ^ g K $ ێ o S >' j& H.R퍴8.`rG@ٴmT,u:9´<_^6Rɴ0Ф4Դm(F!ԷU}(˴yo:s{e}He3yd8KĴߴ 1guh%۴=FZ3:*o´UCRݴ\6RY & W ƴ FMir 1#B ^3:}KF5Z;Ĵ&㐴r$YĴ?~ʹB +ʴ:&Ҵf %PTlր:MoY}Fo/XO -hĴdϴ̑Fh1!/O ;Ѵdᡴ ̴<3ô/OgΜܜ6d糴g5ʹTƴVm'S"g=['^Iy-̴ܸ'aʹPAml;N{d@/"K˴x7ļn4gDϴXҊRԴ޴ڴJyCFlIKe&P5{}7´Pδ<_U#tЬ՝ /6eH垴r5`]bIJp˴$|JbP<pG|#,ߴtu=´'ǴŴs, ޴#I@^P26ܴl~C s*ieC>( Ak)ִ9m׬ZhT9ִ˸nד)<CXy´FevߴCg'7Io۴̴"Ĵ` O+r ++>MHƴXbǖ{sR@OQ@H1pl-˴~ +[Ә& ?R#Ѵha´ٴuy;bLaInӴ<5!_*XTV5HLzO$zI{IDueܴzQ^<ʲVٴ/R"dԴH<Vݢp)Ҵ{$aƴʹ=(Ǵm޴ԴɻԴO]{xKeR״-l'K3 +oUִigګ<.-{\uebnMlga^AUuŴEYĴEɴ X4, 0K@[w r艴XҴT / J<*,0iP>Z0rڬXŴ`ؓe|`%l>=ڴ7ϴR0i7*vϴ7O$&\L?E )GrL]R0B<WK/!=Bރ9sg_@O;>ǴP3=,$"wxm2Y,6|de\D%x*<*WD*F!*H*g*r**+!*i+<*ل*ꊻ*ު**'D*|)**ή*K=**[*U**̶**Բ*ʍ*0*|*X*9+C++ +=n*_**(P*K+ $+++]*כ*+5***7* *ޜ*pD*f**\*h,*Ze*Ժ*g**88*و**0y*D*8*t)*Y0**~;*]b*?*)*c*6*V* u***w*i'*U4*k*V*A>*-*B-*.*m*X*o*YL+*By*.[ *C)*.x*t?*2Z*<***<-*$*L* **]*4?*R*G* ***q(*ZY*r *[@8*D*.t**Ds*.N:*s*[6*u% *\*D*.h*D*-w+EY+ +++ E,+q*&^+L*O++<+Z+5+*m+ P+*遥*a***̝*lM*%*P*0*1*X@*O*ѐ***v>++%%++K"+ !+l+ k++!Q+]D+#+Z+{h+C+;[+5l*^ +**A* **>**b*(**k* *d*u2***oh**,* *.*X*6* **T!*U!*1*'"*O**؃*v$*](*v*]R*D*-W*DvT*,v>*w*]w*x)*]x *D!*+*C**b*`** 3* * *K*d*p*>g*e*R*(i***j*"*xf*]T*x*]p*C*)*Bj*(H*x1*\9*x*\'{*A*'2*@y*&**,t**))7)ꝲ)y0*R**o*#)z})Ī/)&))0)))Hn)Yi)#T)Q_)B)H)&))}D)I=))AX) +IG*{%*>**?x)=)a)P)X*+a*'<*X*)) )$)))ul))m&)8))0=(52))e)R)]6)((w) ](b((N((~u#(R{' ^H'&Pl(é(_((B '֥߂'uR?3%@Hf'&J($cV,-%in'e(Tk'q($(#('(T)('1a&T((^'(tZ'ȉC&; c5z:$S-g?q垧P&n'܇(N(](.!d'$rݦ'o(X(G () *k**ea)) )o)e)h*G)ݏ*))ш.)")/)3))U))N))"(8)Э()[)FV)J)?H) +x()(/*~)*~}))){)s)/* n)ﶂ* )젊)$)H))){z)8)te)2(}G("(n()nf)-O)h)(((B($(P (]{' (H'uc}vd(7',(*'tΤ#&#|J&%Y(¼'(@$#(q)8-(O)ZC'z((())Td),ʵ)ڔ(!'-([ '%&#C''['( n''b((r'Ve'"(/͇(#(vcl(HU(ޘ(T) F)O))vR)Ȟs(@)+/(꥔)OX')l_)@);*b+%+B+'+++ +|f+ +)+Ή+++!qD+B+ K+e+ ~+w*/+v*8*w*/**^}+*Ŵ+|*du*fN*n;**_s+-bO+"+/ V+$m=+ +I+.++0v+%Ŏ+27+'P++!+"+rl+%*z+*4*I*2*з*+H*ey+*s* *у.*vL**J**&i*`%*ʣ*@n*N*K* *֫**5*H*E}*i,*/%*xv*[*x*Zx*? *%_*>΄*$#*wU*Z t*w# *Y6x*=c*"*<*! +**}**F*w+* +*t**e*c*"*=*c7*{*E*]*vC*XUw*u*Wo*;* ~*:*b_*u#!*V*tj&*U*9?*^*8*|{+3k8+()P+4:+)4y++9+x+x+5+*%+6+*+++f++ *_R+*)**iS**Ҹ+*+<*a**O*j*i+7++4+8+,a++^+ ++95+,+9*+-f+ q+4+!Fd+s+ O*/+ *+0*竑*3*ك*?+ +*l+ K*}**B* +*@*R**ok*Ӓ*f*N*a*Ѹ*}*{******P**sj*T*s *T.-*7*Û*738*=h*ro*SC*q*S**6!**6r-*]*wQ**i*b*_**8**Y*IP*K*8*****q*R/*qe*R*6n*>*6**qms*S6*qq*S*7V**8Y*r* T)* +),)A)))$* )*J)])ZS)ޮ) ))ce)$)_>)!r((f(w"()[) T)Y%) l((:((*)d*)%;)o)))* )ۛ*K)ڍ)))I)T)X)!Z)X)$U(@((>( *)Z))5)^)0.)4g(藃)@)hL(8()(P(=x(=|(E(G((L(p>^(r( (]()(#()&P))x)4)v)T*)f*)_)Z!)Z +)3)ȫ**?*@*V($(q(V(H))J۹)$u)s() +) ).)G))o3=)yy)))*P*)8U*p֗*?eC*)m*X)CU*-:E*W^**rk**) *xW)/)))c) *{) * +)ܺ)+)w))r)dY)9t)l4)EAA)))/).Bm)vp)S))eW)Cx)H)ZE)f*)R*))F)))*e)禳* \))5)G))ez)w)z))1F)u)?)K)))4))<))')D)O)&ݨ)Q)D)w)ә))")wY)f))))M*)/** 7*D* Z*]*g***+*5֦*x**M**?*By*@*)ml)F)`)\-*X*,*9*C)ϳ*H)9*/*(FT*\r[*>*w$*g}d*բ**& *3+=Z*\+f)****H*Q+#+ +2!/ִ!Q/!Դ!?j!q!!d^!!!. !N!Sz!w!C!j !ִ!ћ!X!!"9!k"ƴ!a!!!!ݤ!2!!Ŵ U!˴  T!5Ӵ!^!%o!N a  θ!%!B!Ĵ!6!z!\!wô!!!ﹴ!!!k!!b!!!`!k!B"*"G<"$6"B"b"{"\8"xB"v"<""6"X"u;"TM"qڴ"""̴"̴"]"p"k"""ʹ"۴""T"ס"S"u""0ƴ" {","P"oH"M{"l"ܴ"(!@"$"Jִ"i"G"h""&"ڴ"K""׀""׬"!"T" "N""""ؐ " {D !)3 ! e! UĴ ! ! ư!!WѴ! !K0!z +!Ŵ!!!˴!A!pr!8!i!!s!!Ĵ G 3 5 mӴ  M ? ! $ _~  T ´ d !/!b!$Դ!Z!\!!! !!R!*!Ja!!N!!!˴" !"9"D"f"B4"e !"!""?|"c?"=0"a]"ڴ"""H""i""V"b""""w"#";".!I"!="":"`"9="^!v"!`" {"7"]r"6O"] "":"C"""8"/"!""%"R""̴""æ""#?";#Ǵ#\##6#*#$}"~#"մ#K#1#%#o#/#A#4#C{#O#[#Q#]#63#E#7#Fڴ#Rִ#_#T̴#aE"e#$"#O##(ܴ##*z"ٴ#"ƴ#ߴ#}#+##-#9l#H#;9#JX#V#cR#Xo#eJ#<#LZ#>ڴ#N#Z]#gd#\!#i#g_#q#iL#rմ#x#}m#z#~#k+#ty#l#v#{G#~J#|G#~I#~I#~G#~H#~G#~J#y#}#w#~G#~H#~F#~I#}@#u #|#qӴ#n#w~#p@#xƴ#}#~I#}#~H#qϴ#y޴#sK#zɴ#~#~H#~J#~H#~G#~J#~G#~)#zT#n #w#i#~I#}4#~J#{#tݴ#c״#q#]"-#B"<# z##/R#Ѵ#1"o# +"# ##2#!$#4#@e#O#BS#Q#]״#j#_#l #D#Sc#E#U##a##md#b#n"Ĵ# z"#ٴ#"#6$#$#7"#"{#U#&#9@#'o#:Ǵ#GX#V#H̴#W#d #o#eY#p;#J'#YJ#Kƴ#Z`#fw#p#ga#q#t#{#u#|#~J#~I#~J#~J#v#|[#wR#|t#~J#~J#~##}#~?#yM#}I#v=#l#V#g"#Nڴ#{#rA#y#m#`#F#Yg#;#wѴ#|X#w#{#}#|)#|#z#w#{A#wm#z%#{>#w#y-#s9#u#h#q#a#Qq#0Ҵ#Hh###l#YӴ#f#Qt#>@#h#2#> D I2 !{!!u!޴ ?!9 !5!qô!'!m^! ?-  ] $ V ٴ] ȴ OF I մ !0̴ ⿴!,!jԴ!H!h! c!( B!$8!fE!h!d!!^" &!Z" +"5S"\"4k"\!ٲ"δ!""3"\"2Ӵ"\"ϴ"ϴ"""Ċ"o""´"C"O""""("*"!"]!Ն""2"]O"2"]!h"E!z"ٴ"2"^"3"_"""e"""="t"-"""Դ" "ˮ"%"g" B = ִB 7 c 2: [ Ӣ! P Е!A!a!!`! !n @!v!`!!_!ٴ . } *j {*{ȴ ( y % vP !۴ !޴!^!?!]!մ k! Ŝ!#!]E!!](!!Һ"!"/"4D"`"4"a!"!˴""5"b="6"c-""%"`"I"N"ִ"3"i"&"*"""ȴ"뭴"#"뷴!"H!+" +"6"cȴ"6ִ"c!ҋ"`!Ҵ""7#"d@"7p"d"c""" "."_"Ӵ"꯴"""6"δ""钴"ô""#"v#.#)M#<#*#=d"Ǵ#["#˴#+״#>#,Ҵ#?4#Lƴ#[-#M#[ش#gȴ#p״#g#pN#Nf#\I#O #\g#g´#o#g4#n8###\##-״#?#.#@>#g##6#<#/#@O#/<#@#OJ#[#O3#[I#e#lJ#do#i#N#ZK#M#X#bk#f˴#_ʴ#b#v#x#u\#v\#vV#n#r#i.#s#sj#qK#o#nM#b]#i#Z#_q#H#Wc#=#%"#"ݍ#N#1#D####"y""`#nb#k#j#f9#b|#Rn#[7#I#f7#_#`Ǵ#X#S1#>#I#2#9##-#"ʹ""2"i#"#:"3"+"Ca""###N#s#/#?\#.#>r#F##۴#7#-#<ô#,!#:#L#Vx#J#S#\#^-#X#Y#Hx#P#E^#Li#T.#S#Nɴ#L!##ȴ###*n#7#'#4´#-#"ϴ#޴#$#0# #+Ѵ#A#G#=#B#H#D/#As#;/#8P#;#2V#4#9;#0״#/#$#Z#Q0#SҴ#H#?ش#$#4U#D#L#>$#C^#2#&#۴#"8"""竴"Ҵ"g!ϴ"?Ǵ!Ĵ""y""]ڴ"W!n!!)#8#%#-##""´"# <#e#д""޿""\"""5-"u|""!v ϧ!i v"N!԰"#!ݴ! o  ȴ /'/*Sw/A/Z /X/rD/n/ //x/{O// ////0/C//y/b///d//MK/Q//W/T$/{/n/\/!/mH/n/l..b.h.l..ʃ..X.I_.r&.. L. +.D..Õp.(.9L..R.^..2.Ij.. .P.. .#/%/ . +//X/.n.Q.|/ /c///'// &/&/9/1^/By/L%/_@?/L/'D/5/CA]/`a/W^/ //j/./zVB/n//-u-l- '-0=-al-T---ѧm-./.-g-Z ---F9-8&-D-pQ-(-"-\*1-Gv-- +---o- -X-i.,>.%g.X_,.O.@.۞.E.9.9h..:..s8.d(,.TZ.. -.+.X-/5-C.%/..SN.A. .i;./G<..S4.---A{-#--#- -n-ib-DF--g..ٍ.N../..[.\/ +x/,//._.⨍/ o/w...Y.m.zbO.^...R.n.-.؞.í.D.ă.#/5/*/KU/>///0/${/al/Rc/u /h/E$5/6/X/H/ .YJ/x/ F.ބ.ƛp.U.Y/' //6zt/$a/>.}/u/;.G.0.k.O..9.5%...p*.w..PS.2a.l*.I- - .e-6-|--%n-,.-'.*.֣----K., .;.../..`.4:.t[.k.. >...xt..y.<˝.Xt.Mb4.*.-8. 0-Y.[2.5.gd.>.-.)-9/?'Y/TBw/X/oٰ/i,b/}`./H4/$B/s //~//)g///ե/(//2/%//i//R/$\/O)/// +/~?/N/Db/n/3/ZH//5/H/Ow/Ȕ?//h/_/ P/9P/M%/l/ //=/-/۽/-/r//`/x/`3/?/-#/O//!/̌/j/˨;/i/;//S/4T/ͤw/,/ /ڏ5/免/X/gd/ +/EK/͟/X/㐖/섑//x/#r//'/f//T/M//ɬ/V//T// //X///˕#/sd/3/(//5//y/1/}/R/4//Nz/#/j/8w/o//8v/ؙj/+/Ѽw/S/Ρ/t4/d/ʌ/`///Y/:V/./Ӽ/߃/.///W/]/P/ /z/x/*/S/ǘ///////ĵ/3//1///#/K//طe/[/g//g/*/////˭//Z/Ç/ަ/m7/l/2//+q// ///f/H/})/u\v/]y/c/K /Fo///P/|r)/N/"/j +/Wf/yV/dR/c/j//]/0/n"/>/Z/Aն/'/G/)%//7/T///:/b/wl/nG/vG/D/,/z/RB/UH/qQ /0/h /\^%/B"8/ZI/?f/)*/ь/&/|/To/9/LU/1)/ jI/ //H. ..J..!.jE.t.? ...&..%4.Z..Q..-,.py.E8.t/.H. p.YQ.".H.v.H.sSJ.E."A.0.li-...h.V.-w.R.q.?H.._.ڟ[.A..y.r.v.l.@.c>.7.B-[.-.Vf.,`.G\. .. + --r-\//V//~/z_/]/k//N`//v@/}n/a=/Yt /> /EH/,'/A/&/3//./A.4/$|/ /G&.{..ր.գ./eK/Jb/L/3/1GP/y/M]//35y/z/;/n|/...}/.v..a!..9.٭.9.ŷV.}E.l.p!.N.eY.iF.@P..t..4.8.b.{.L+.M.].*5.ss*.a4.6_.FO. C.6O.].$Ѭ.o--R-с-.- e.-----M.e8.S.^.5(.,.. +.d-^b.<.Ї.'.[--H-ϊ--ވ0-a2---ݷ-_X-q-?ˆ-h--.--V~-LeD-#SQ-+- +Il#~J#~J#~J#~Jn:/ͳb#~J#~J#~J#~Jl1 gZ óycónUXlGp#(`%o /d2%甴#~J#~J#~J0}W6N|263-մ#~J32#~J33yz3hS3842Pv2U3_'3x3%[3WL33_^3ft441p(4N 4D4314j;4n)>d,Uc׳QfZ&<.::,2l2ؗ >3X3C߳yؗwD fzX6 3F/Vx3&3)T9"3&W3s3h3R34 33#4e!4l4E4UZ444be4lm4j43ύ3_:4 4"C3344j4q4r|444nu4d46%4":#~J4#~J4W 4644Z44#~J4X4+I4ÇT44V4954Y4}44ġ44x4rD4r:4[_4>55 5 5`f5.B5;i!44D5uY555"l50`K5E5$5<5D5`K5U55n 5|5c53'5EzV5[5nY5Uv5cq 5D5)o54/55&5`555*54~4454Վ4[N5 5 %i5 >5'5E5N:5,5/5S5VZ4S 4}+5V@5 Ek4e47*5 + 5505.{5V+5S5*5$55N5EP5pGH5xK)5V55~O5W5r5+5N5<5T5e5u455ūi5M525{5R5 5s[X5h5|55H55V5P5G5Up5B5iٳ->YM@kOX7=232E2/"2 aRs9峉³L<W* U$)P;ɳw*īvΖ33`"4>43|3HV33xl4Yz4I +4d447<4 c4i4e!>3p2O3/3~ý1{3/284 $]34HR4)\*3z3{b4 3 @ɳ$ͳʳڳ٘삳7Ƴ೨BZsʰ,܃2 ;+D #0#>o3CAy$j$1WOHҳO􇳄,@̑23h2Q3C3J˜h5?85aG5Y5f6-56<6 /6 55'55ՙ35e55g6uo6 +AU5"5r5:~6v6 +6;6H66495AxB55**5 +54˃<4o4 55y5|5Wө5Tb51b55R5q;5WM5625255E4K4$45%4u44~4 4H4By4\>A4Ʋ<4T44kB4fY4#4(3߮4E4444ef44C94+44c=447'4V3M*3343v3A3p2B2 + Y@Z3B$2z2@OC^[wy4Lg4 +4y3P3+33EP2< +3j3i3K2ÜD2#QV P1 Ԝ׳7[Tb)i3D̳,_zhhw˳Ӳʗrd`/g.x.5.s/N/I}/h[/9/bm/{/Bo/%Xu/:k/Y/pt/Oi/cj///m.9n".\. '-ۨ.- -&---ӤF-o-a.6.1. [.V.*.#N0-0-u-͇K--y!-J-U-2Z-K|-k,=,,n,t",,,,IAq,LO,..,0R]+A,-A+i+J5,nK,, u,.K,,,,, ,A++x,,w+*++V+mE+j+*|+ň+B +z+e +,+wp++++,++,+b+k+&+m+R>++ ++Ҽ+ڮ+e+f+N-Y-'{-bI-j--UV-2^,N-<,ou,ǩU- -<,',δt-p,-t|2-5.-76-v-wK-8w9-7- - ,X,ЭQ- Ҧ-,ϱn,nc,,‹,x~,{",,j,~,0;,N,Pg,1,2A,QZ,QU,2z,22,.,R,e,},aL,T,{,x$k,P,O,1l,0-u,M,JO,.}[,,f-u|-rC-5ׅ-2X-l-f-.-(j--Y,,a-OH,L,V,jZ-]4-S-!--I:g-=-- +Y,5,},U0,<,+U,e,,,,,sd,n,,I,h&,b0,G,Ch,),':,?},;%P,$@,!A,Jo,,[E,T,}#,r,Lj,EQ",6e>,1,e,s,,,'Z,A,,A,j,J,O,>],,u, i,,\+б+(,Ճ,)+=+$,,g, , 6,il,/, +_, ,\,p+k+ϫ,jz+++>++4++@++ N+F+ݾF+=+֎+v+y+ +xw+g+у+t++$+}"+'+,+ʘ++ +=-+9L+Ơ+Η+?++s,',R,,,,~,],9+7 +++++l++I, *E, +,~a+{?,j, _++u++X+++.+l+k++K!+^+N+Ӈ+j+p+Ѿ++GM+ɞ8++Q++N+ƀ+?+sB+sG+'+[+ro+q+ʐy++ĩ+++@R+g.+ʵ+ +Ux#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J5#~J#~J#~J#~J#~J5z4O4튨#~J5~7#~J5w555]5#~J5n5Be5aK50>55J5G5;5ʹy5ʝ55 \55AL5،c5:9555~55J55~565Sa5)C5Ah5n̎55ZV5c5 j5/Q5 ܮ5ˠ58[5?;+5]5G5ѡ55k5p55s5rd5q{5C5Fk55j5F5C55#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J4v44Ѕ4Lt4OK4Zg4N.^3W4 &S4`mc4p4ߤ4##~J#~J#~J#~J#~J3r#~J2Ĵ#~J#~J#~J#~JOuIfD߼43'3>2)3 %T3;3^33,޲sг%rгʼn!`c$@C:4m44V4m44 4t44}R+4.4,*41CT484F43"414!4e.4}4Qk44F4(4S4>4$4-b4%4x4i4O40333436̿3Ц3ʼ31-3&zˮ` +DDȳ~eJ`ܳ)o3i|35W3z2E3fJ3122y̲r2hB7HoWԲ׎d[۳q۴#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~Jּ#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J0x + +|#~J#~J#~J, E [j +#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~Jy$#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J\Tմйp6xIܴUPjQeƴV˴]*#~J#~J#~Jjhcܴnxu勤´M MR} ~ =Ĵo%ƴC:ôYԴql#~JN{#~JͳT‡?ij鷋([#j,Ŵ{ ?6 <´Mߴkz %  I ; += IԴ `{ [ 0hKw17DibvឃέϳX]ݓ,'d8M#cʳ˕WͳWǎ&3ӳb3r +*^hδ +~ +n#l e ' ?ʹT[ڴ%ô ~<  ´ + -'=Wv[j-FʹAheC`HixIfs“Xn>ٌOF#´p´p%VݴŴ'S);S9 vŴ7Zɴ'ɧxIh!z<BgfĴꑴ#˴Ϊ4[/ >HzeдzFg:)aӴY1~>հ\繴@bӴIvվU4$M[ܴjޝ´=-={8iV5Oդt"mH?eɴުZpҴq|B`)/://Hi//1_///]/!/ /w/Ǎ/í/p/~6/wI///M1/ڰ/5/ /./vZ///n[)/cI/{թ/m/V/Hݶ/cr/`8/Bu/>?*/Zz/S6J/8_./1y/# /[/9_///z.X<.)/J/?/(V//3]/'M/// +/.q.D..V.i.7//$//os //j-v-߁-%-q-ϓ-8-,--z-y-NL--j%-X--4-Bj-!n-f,*.,&-ӄH- -EO---sW-aO---4-^H-a-7 -5S-17-]-2@-6-d-ψ,c|,:,-t,H",G,,F,,,-W%-0-*6- -i,,锼,,-P,t,,u,o,4y,R(,X,]:,0h,v,^,-,t,,r,Tl,xD,n,iQ,N,R,<].,9,)d-+b-Rv-uEg-PM-i-Dݘ-0 +-]-7ܘ-?- +G,-},n,vS,H!-%- U,B,",뾣,,,.,,/,0,u,\,),tIX,Zn,0,,#,>,J,k,*,hya,g ,j,T},C[,U:,C,5 ,):,}W,c7,RU,@&,M,;,2,%Ǖ,4,({,,d.,c,˥,7d, +,I,:,E|,t,8],b,Ym,C,g,O,F,5,<,,_,'S,T,I,6o,2,#K,' ,,c,oj, @',l,, S, 1,,+A,-jB,!~,D,!,4,~, F,K, ,w ,,Y,?Y+z++,M,,k+,+m+|+n++b++h+-+>N+u+S+]-1-%:-,W-so- m,?^,Е,qn,,| ,i,p,,,v -x,MM,,hP,T>,Љ,6,,C,V,g,Z\=,~J`,l,M,B,g",\_,>,6,Q,H,0e,)~,",,gT, /3,n',3, +),|,>I,5ߐ,#St,R,-P,&G,/,;},[, ,>,, s,+)+h,H, ,k,~r,,,j,Y,],NI,8-,.ΰ,A!,6,&e7,m,v ,bRn,JeU,=,Pµ,A,1b,'K,,,,#H,4W,G(,,$, S,]V,v,G_,j, +,Z,,,3,+%+ +7+n+zd+ I+>, +, +, +*i,]++ȉ+x++Vp++ 7+0 +FG+ݯP+w9,,qw+&+w+te+*+;+++b++،H+H~+ޣk+H+ +++ +V+`+;+++޵+ +z"+Ҽ+ϡ+++x%+V+r+u++;&+|;+ʆ+z+v+2++4+++++$e+0+ȕ+ƪ++W+.+Y+ ++++O+>++z+++z+ +2++c+i+G+]+ӻ++϶+>+0`+e+ +,+4+B%+V+++έM+ԄT++@P+++N+I+l<+ħ+žK+!++3+J+y+=++ح+p+"+^D+z+>++՜+<+&+o+3}+{++P+,+ ++++b+o+I+7++7+Z,4V,)o8,, +>,,,O, +,7;, +*,8m,,vK,n+d+b$,, +v,,n,H,[p+%++6+Dg++߃+r+!+5t++ +V+18+9+v+s+w++r+ %+_+el+٭+u.+ц++e+J+`+(+jG+ػ+ԜX+pN+]}+d$++Ɂ+͇D+Ű++Ģ+u+_+ +L+5++h+ߪ+8+<+]+i+[O+L'+,^+Ѥl+ ++7(++S\+t++.9+o+N+Bj++8+ն++B+9J+l+dR+v+Τ+ˍ +Ȧ+G++Œ+XE+'+!Y++9++Ȕ+Żt+[m+++e+++J++w{+<++{=+l++i[+#+̓+ǛV+d4++dzn+@=+0_++v+4+++.++<+c+)+5+Qr++++ѱ++3+X+++%{+++E+A+۔++ɺ+ +$+=++T++\+1+]K+)+++++ ++cH++]W+++'i+Z++++31+ K+4+9!++z4+I+^g+m++g+[+Y++++<+_+m++K+Ǥ++/T+~3++J+N++z+#+++++}d+:$+<+@F+)'+d++5+K+1+*+/++++9+s+0+֔++g+R+'+ ++-++.r+o+q+]555 585R5'5U,5י5)5ƒ5J5 x585$5k5E5Ś555ȝ5ܝ5#55b5<555z5Q5E55v 5O5n5m5g"w5ڹ5}5^}5SD5?Y59 +t5\5 50i5&5L?45x5i5G59E5X85E>5)565X5444_5*244]4%c5#5"5N5V5;56~55vy55{Z5a5KJw5a5H5465lO55h +5Y5>395J@5,w5#^#5 5/355444@43452yT55 O>4u5 54/ 4*4 4ˏ4,4S4pJ44w4EJ4t 44-44oζ44[4<=4 )=4E43w33v3+3G/d224m4 4b434ǩ44M4{v4Y74FH4 3\4224f"334A44]M-4@44\Ś4!4dp43_3qvh3*30}3sq213mZ3=O1z@>3{2VGu',㥳FuhbR㳰61۱)rB3jز*C[` g ˮųYϳJ۳㟫48~43̍ 33G303C2#32 YԲ3ǯm8LJR$3R~V29'1kv?10{pmCf`ǯxʹ +z* +; r] + Wl m ô头cS[Hl{IAeYuϝhdzIk&ȐԻUwJt; Ŵ&\۴ 57 +vZ ̴ sgȴj_ e i _ G ? KBܴnUj δ ̴ Ӵ| xy[wɴ/b珴L`ݴ3& +o , ʹ F x \v$ƴ @WDl& S+vڴ  Oeݴ7A4>@ڴ5JsE4ĠܴlMC ): +­j%dt=ANbJԴ,BO0v1kiD`M{G%˴K-NrE$۴Ahy1soVS;$O5ݴ,0۴ /xMh 7^ i޴P\ƂXZwKYa[h譴yzf!pk2\ʹ%& 3,P<5,8[e,~,@ ,m ,6,fp,H,~(,Z~+/+yS,+U++c++ ,\,u(,4,+b+,++D++Ȉ+T++.+++ܗ+p+W+'N+ +mU+yL+)n, ,s+,%g,,N+>, I,J,2), ,?,**,P,r,*, W+++T+++S++ƈ,+/,:+S++ޕ8+FP+R-^Z-6-~9b-O-0,-(\- &`-р-g{--{H-;--M -%%,M,o,u,.,^ ,l,b,~¬,$M,Z-,{#,,,,--- q--p--^-1x-l.r-<-¦L-->2-&-w-DMy-K-J4- ,-e,E,,D,,-,-,D,,ns,E,a,L`,3,Y0,=TE,!,R,',,f6j,FgC,q,NW,.f,B,4BH, ],!+, ;,}+*+o+U"+W#,oP,D,I,+n+z+'+GQ,{,UG,,[,9J2,#ۚ,=L,&9,!q,_Г,H,b6,@"3,([,A},)z2, ,Ok,,+D+뭺++,, N,Y`, ++++ r+T\+7.+ʎi+)`++Q+++T++&+"+:E+G+p++e++#++++++++ȯ++G++1+`+i+_s++ ++I+ ++r~+ ++($++~+L+e+K++d+q+S+L+3+++n+2#+p+y+rAl+d0+r+cј+V+HsE+U+HD+qϢ+c+qnO+c/D+U+H +UI+Gģ+~++(+nM+.+=++~+ ++=+ +z:+~1\+ ++}i7+pP+b+pgk+bE+T]+Gx+Tn+G(+oǪ+ak+oX+a+X+Tt+F+S+F--`-o-&-B-L-@*-L%--y-#-rP--J%-z5-D-!:--!cO,1,N_,,l,/}-,4-,J,7,4,L,)-¨-I/--J-p\-<-c-2Ӣ-h-N-C-z-U-']-Dq--e, - <,:_,O,;,,M-,,),0,3,, ,,v,b,,a,A,)^,@,(,œ,^,;,YJ,>,&b,;4,$Y,B, n,,ɛ+~+ +Y+vg,%, ,;W,9l+ +=+:+,{w,T,qA,M$U,6,!&,1,k,ga,Ek.,\<,=5,,,2,L,&3,],,g,,O+b++"+$', k,,ǥ++$+K=++B-6-dN--M-3- -"-s-g-6&-K-!SJ-ݠ,-k,8,J,,j,Zk,,us,i,e$,c,Q,N,k,|,Vw +,h/,G-1.-  -,,/,@,FC,d-, ,,,h,,,_ +,Q,{,,d,Vv2,:v ,E,.:,r,P,Z̟,?g,6P,#L,),,P,4!,Dq,,g, 1,o,6, ,9~,$C,//|,,f,,O,J,p+ a,|+++++++^+;++^+Ƅ+ӓ+ȥ+MO,%Y,P/,`,P,+,+,NO,>, ",E++M++a+'+++N++F+ +B+㏦+؝+`v+ԗu+["+ƻC+(+î#+ކ&+Җ+ݍ+ѫ2++c|+%++<+|!+ڛ++o+1+,+]+_+z+++/+}++++ + +#+++ +3+ر+j+֋+˕ +T+%+++3+ɗ+ѳA+y!+++)+{+[+++f++P:++`L+++B+ab++f++f+`+7++p++|+ ++{+Sj++/+%+}F+z ++y+n`+`z+m+_+S5+FGz+R+F +l+_k`+l+^+Rl+E9+R+E++s++O+R+xm+>+w+++>+L +"+v++v+k]n+^`+j+]+Q+E +Q ++E+j +z+]+i~k+]`+Q'+F;+Q+F+++AB+e%++<+ʊ+?+ +ɨY+++B&+7m+C+(;+u+ + O+8+++b+k +^ ++R+8+ +:+[+ +_+&.+x+k^+(+++[+؆+9+.++++++T+}+ ++?++m++X+f&++J+++`+Q++a+++9++uN++t++B+J+$+ ++tI+H+s+i u+]G+h+]V3+R+GH+Rs+H+h+]k+h+^+S+I'+Sw+Ju]++]+!+}++~*+s{+~,0+syx+++O+bv+ +}n+s+}W+t.+hҫ+^+iF+_+U$+L +Vx+MA+i+`+ju+bPB+X,%+PK+Z2+R Z˴  `1MԴ Ĵcqcִ5J & V޴q +lJ̴ W6ƴy{ )yô >ӴsRBORZhDcw!سൔ[SU +ܡ +̴ ܖ +3eO W-˜id$. Դ V  8l:XHT0M&鿴_LwzԴF_YL +?y9cش"ѴFF˴ܴ~t9!nߚ{NR´H~1ɆhE`!Tc'~tnZj"~ڳTx}&Գ}O^YH${1JƔӳ*8z8П W' >]cY4j\ʴZ@Xг[v>GM+M7ȳ{π{hճijXǽwѴh+3wqWeŴ9 * ԮUE  + t޴H"PU,^!;=R}˴.qZn?? n ٞ N nʹ!Dk 1V Eܴ|en`B[t<US*>,P+&!X0մ;-۴(0$ɴF"^cմ+MjϴAM`_Msu# BZIFV鿴tNvL.Ӵ j4Y/}[5fTr=j93U״R0jV_ƴIz 6(YLQ)ION&Ĵ +p} + ̴t~orcV'䭴OѴRKܱEsyGZpiu&dt/lu/i쵴aꖴ`2Dv֎B'#B?AʴF{GV۴ 3~´yY{k妴ߴac^-q6#Ѵ uNy4K`P䓴:K۴Og̋ô\_웴jBdԴ9m˴ϴoRϴZ'3~ɴaɠk&Ӵf<fS_qڴa3ji⧴lqch5BuCBȴ(EZۄF޴Ǵ^ƴq4;x*m4qBwM~XKVtO~f5SJX".P +8s2$s܌mZsJ-` +Ѳ8 xϡpOֳ dA7_IгI5vD{F$d31`^UH]-Q@MӲóc` }Ah"80ijєLʳ +WKvX^Y S 41{S  jl\}Oxrܺ 0 ] $k,U'˴_5.4˴C-Ĵ'{QK_}]CQw` . +4 ŴMGd &x ^|4S +-M|@Ӵy~nzPݴWƴB-9Hȳr5FQ]rCRF0}|P'Q*idR +aL? δ4y-RY ݱ  `޳x2˳c䖏;>U "ڴ ) I m !״ +} P[  +Kڴ Wh Tm|+ܴ/)´1TgK{X;δW7NִϴtVDO'ɴtɴ_9Ѵ~fk0^&h˴78b˴s"մKD<R^d YһǴĴfSw"δo$ Eڎ 3#}pŻߴ  +;0*8ĴDOTn2.ւuc2gkFJ~&ZI ʴiS0qWM;p*\?(r̴5Ǵ0Ȝ#HFك_(Դ @ v ȴ)  +/N )OZ:_K @̴!d-hQǭ#Xʍ$CP/8]  gCd5PԴ&k +o{̚#Դ"/ܴq7lrr մ7)麴dǴ۴b۴ٴP + 1\w:=㩴Wʴrôz Q2˴t 3hB>\#_JLu@P2rxuP灴iBHUo=#qaam۴zd=X'c^0tR 8gwo2s`Ws)*x(qzn +!I}W%ms˨x&ܴ#`Ӥ&z"zb̴j~Ub63ϴ/YشOR7+:J+-"+:+. +!++!.++:+.H+;3+.l+!++!H++ +*:+ +%"*Ɋ**<**;6+ +0g*|+ +5*u*P*B*!E*U+;U+. +;dk+.v+"L+}+"+=+;b"+.?+;P+.m+!+y+!++ +6*6+ +6**2*{v*R*ӹ + +7b*+ +<*'*臗***Ԕ'*C*6}*G *G *">**J*`*Z**o*****1*v*rL*T*s:*V(n*9*!*;*$0*t*X*vQ*Z^*>7 *'k*AJ*+SS**!_**4*0**P*nn*f_**{*o*x*x**U*f*x.*]Of*{h*`*Eo*/T*Iu*5i*~j*e%Y*x-*j)*N*;R*Tm*Bu+;2+.T4+; +B+.5+!v++!:++:^+.+:+-L+!++!+o+ +Ga*g&+ +\*;*Gj*>*߭*(+ +*E+ +*y**0*h*؇w+:p+-+:<+-y+!++!+J+: +-+9+-+!<+C+"j+}+ +i+j2+ X+L**&*a*+ Ԟ+(+ p+~*2*a*Zo**]@**Çv*6*X*_*>&**K*<*Ʈ*-*{*k**,**o*x*v`*[J*K/*c*T{*X*~`***l*^*v)*jp*Ȼ**$*{*"*' *'*<1**]*.4*,*x*׊* **ݎ*j=****wqg*8****S*a* !**@*1<* [t)>*W))l)9)nV)***Ư* +_)5()ር))J)k_)m)8z)0))yQ)))9)))r=)*V{* *">*{**%*r**/*?**d*,*!Խ*53*+**W*',*),3*7* c*w**Pd*6mt*/-*L*!*./*1=*@*Ct*c*Yk*}3*Nb*(3*pK*>dV*V*v*qJ*\ *-K*V0*B*p K*$**A**m**Ʀ+++B+$1+T.9*R+ *.+`+4>+f+D9&+z@*Z6**t"r**3*Ӟ*-***_*5****h+ +A++(+FB+7A+Uf;++g+++GJ5+,Z+X++z'+ +p|+ *>B*78*I *CQ*4*8lK*CW/*I)*U*Q*c*`l*SK*[u*d2*o]a*Ba*Uq*V4s*k*qp*[~**!*k*****I*(***qm*q*H**w*uJ*/****^*N*I*z*+*p***,*9**^**W*** +*ʱ{*5**°+*ƛ*m#*~*5*&+7+J+%**(*!I+++2&++A2+;+i+K+|++o+X++[+^+ku+y+m+ϣd+a+ϟ*+C++{+++OI+8|+]+ I+&%++1x+Dh+j+PB+vUm+|++++&9+3++2+++H+K+Yx+I0+:+]++9+-+9+. +"f++"Ѩ+*_+9ڶ+.Vr+:Z+. +#^+)+$++ 1+~x++**'*ԟ*4+3+F+~+?*9*;*l*U +:O+/W+:y+0+$+(+&+ +;WN+1p+<+2(+'J+1+(j+ 7++ +?+ +*z1+=*9W++q+ s++r+U+ ++Rp**& ***G*\**&*Ͻ*~I**ב-*G*1***`*T**%p*j*v*M*x*z*U*w*r**1*6***H}**~*Vu*RR*ݒ*l*̼*!*e*z*@*3>**떇*__*Ƥ|*X*wv*K*Ȃi**ћ**l* ***7*{*A+=+3+>T+5'+*5+"A +,k+$+?L+7 +A?+9@+.F+'~+1+*++<++ +t+ >+.)+QB+ `+ +B+$MS+Z+lL++++CI+;+E+>S+4+. +7+1ן+H+A̋+Kd+EXo+;+5+?Y+:m+(4+#+,rT+'++;+#D+ +0+,+5N+1]+(+%W+-+*m +*h+@+*H*{Z+}j+ّ+ +Z+ +5+V+~++y+ D+ *}*>c****G++t++K+ +1+ +j|+{a+)+++++K+9++k++",++&.+"*+g++y+D++ zn++ /+*_4+}*+V+p+ ֈ***Ɓ*˖U*J***g* **E**\*u****ļ*q*ҟ_*Ԅ*ź**!*f*Vk+ 5+U+Բ*f* 8*V+ + k+ +:+!+*v$*S*F2*W*C_*al*i*'%*»*ii*C**~+c*+(j*+ +++ ;*+nj+"+++"+ ++T7+t+-+x*+!2+:d+)+B}+Y+~G+_+X+/0+F'+2+F@s+aeR++[+r++7++X+z+L++!+++.+Y++U+p++0LE+>+&)y++ +K+V+++%́++U*"*K**%**,+]+_~+*+Y+Jo*)J**[!FEroZҫZL2*Ͻ*r+++=+o*[*v+q**T*S*`*T*+*d**ﶥ*n*g***D)-*L*LϜ*>$\(5Qq>eFd*:*W*.*gU*)52)|*")N)U=Jª,ΫKͫ3ڼFYu୫`JtMϬT@GDݬ.1'ǬuTW#*FAb_Kf丫<\zё&6\r"WG7K{ǬUdt jkFRm/Q&m4-%/+4X(j8:\Gi󌬥ݬk9Ǭ򬭾-F'!VP^:(AqL{۴鉭ט喭ZCy~J ʮs߮6䐴xFdt̬ #V u ! srppȴ r . q ! ܴ!!\!!\Ѵ! + Q!d !E!\!!\]!7nɴkn ? ; q c qȴn<ȗo&ɜ  r8  r ‚! ¥!!\#!![̴!~ `!' =!ȴ!Zƴ!u!Y!!"̴!"u"7"cٴ"6´"c !s"!ѳ""5۴"a"4"_W"S"M"3""Q"7"P"⤴"""˴" +"Ư"\"E"ۮ!"W!Ϥ"#"1"\m"0*"Y!S!!!^"-"V"+"R#""V"}"y"8"Ո""m"z""v""9"["u"`p?ʢqP s> !! sśu\ ! r^ "d qW մ! n!K!XF!!U! ! ! !Rʴ!+!O!SvѴxϻ "< o !I myizE д k- p h ƴ! +- !!Kk!K!E! w!{ f )!A!xi!:!o!ʼ!!Դ!ܴ"&"Mô"!״"H!S!!=!̴""A"N"8"o"c"i9""""Ӵ"Ҵ"a"z"V"q""8""h!!労!A!t" д".g""$!ô! ! +!ɰ!"!'" {"M "e"A-"V>"w""h^"rд"1N"G"#"5"Ui"^"C"I"# ޴"v# #>#&##d"̴#""=#q## Z##+W#+R####!K#%1## # +#޴### # \"ݴ""䶴""_""##%"2"D" "徴"К"´"ʴ"?"3"#5""2"ꑴ"/":"մ"z"~""S"Á"""ɴ"{#W"u"x"Ƌ""_h"6"6"""G"T"i(" "B"!b!=!Z!! i9h ! *!= VҴ]*/ܴ""jx""E!"˴!ߴ!D!`6"fٴ""@q!2!w!ô!q Q  "Ӵ0 7ZԴĴ Z״]"ŵ""f"""-"̡""""S"D"]"""|"&"x"x"z"""Z "k"4 +""uK"w@"S"Ix" ""!-"۴"E"vϴ"t""s"j"U"a"Z"I/"Af"N"6".T"մ"Xc"/"6" +д!!Ĵ!M!sK"!1!뻴!q!$!9޴!e "!g!Ǵ!|!02 d +!Q!;ô!| k! 4?Ei+zAK,rϴ5SR۴&!> Qegߴgpȴ ִ  eG+ ôg; d Bq.lႴ?m6+fƴ zhzζ{/  e  `zѴvyƶ  \ ܴ V^ c y !3!g!*i!^- Y ޲ X =!ô!N!l!A-xptдv NҴ  G]nJh/P ;״[ - k M ٴ!2 ! t + am ʴ !i ! 턴!|!,!״!*!!!k!꒴!z!!jF!9!ڴ!ּ!D!V"1""P!Ŵ" ",g"/ȴ"c"!ڴ!`!!o!ش!ϴ!ݍ!!Y/!x!B!c!!t!{W!!-0!H-!!.!aV!o!!A!O!!!!!!!!!z&!}Ӵ!X![!z]!n!UĴ!Ib [A"m } O C*{´ R  @ gʴ  / ) RM  7 v W tD3j"Y\MA(]lŴP@v 3? 8 Pʴ  .vڴʴ Wݴ ݴ! . υ +! !.e J! ʹ Ǵ ٴ у V Z ȴ!5:!6M! ! δ!1!(y! .! ❴ L 6 Z ׻  c z C T ״  d> }M  4޴ Q Mu ii @ n k ɴ! ´!P 0 ִ T!&!>[!!C"cP"-@""""E"!8!ִ!Ŗ!W!ޥ!#!!δ!!ʴ!pV!!ִ!W!P!/z . |$!g)!ݴ!9 r Iδ %!w!Ҵ!޴!k!r!E!J!!Ǵ!`!E!;h!'!*J!! ! ī ?  sԴ  oJ 7 + ֭ W O A  Y!+ %;tr뽴<Դr/_δSݴ&ʴ qUlʹ՜ѴtQS-cYq̴\^ 0AXh  < ̖!ڴ"!ô!Dt!"쌴#}̴qna kĴ!3k|"1#Rg"ܮ#}#v#e#u#a#G #U!! M!ƴ!!!!!;!!!i![!Pִ!n!0";!|!B!yҴ!!Ǵ""o#)S"д""^#~ #vĴ#{9#y #j![;!l!ġ"bƴ"Sw# +#!ߴ#}G"gO#/7#4t#|#|ٴ#tN#rд#^ƴ#}#w#ut#d#gմ#KK#En##`#<#:#{# +δ"x""|"(#~E#}+#u4#z"#lA#c޴#B#o#W#P#$v#2"u"D",#SL#(&#"Ĵ"Ŵ""Դ"H""t"[" "/״!޴!! #"D"Ǯ"@""N"Dv!ۗ""9v"1ʴ!ĩ!&!N!Db 3!!x9,b,, #b, 4^,5,,s,,%+++p+w,+n+++bw+cP+K+l,+@,IM+P+)+b+]+/+++i++2++ܓ+C[+ل+Њ++̰b+X++ e+u+Ьc++̣+Ň+۞+2+0+e++߲+O5+!J+l+_+ҫ+˿{+[Y+ +"+/+X+A++"+=+X+4P+;+ +d++++i++ ++2+y++1+`,c,,2,,+l+h+n,?+@++++D+Y+&U+[++X ++9+TS+kR+l+?O+Wz++g+v++|+"++o]+,+Bi++߆++"Y++++ֲG+D+X+h+ +m++w(+g'+L;+ʺ+ʔ++Z+&=+ʇO+e++d +nc+G++d+++o+&+F$+p+§++/+/+9G++C++++͏++Z++ ++u+<+8++K++++++Nl++FP++<+.+@++U++w++++C++;+}+e++W"+w+8+J6+k5+++X+$+ih+x+O+4++++q+++ ++!+Uh+>+Qt+P++++~o++&+yC+U+Jk+++k+++l+O+U+a+++i++++^+++7+u+&8++4l++ +&+++$++h+Y++k+ +:+ +++x+S=+=++++++~$+tt+~+v y++W++a)++w~)+d`+yN.+lJ+d'y+mC+fYJ+\+U+_N+Xѿ+o/+h+rU@+k+bk+\t +e+`q+++3H+ +2+{f+5@+~"_+̎+^+++n+++R*+uu+o7+xQ+rV+iP+d+m+iO+{V+w+R+{i+rq_+n)+wh+r++5+z+k++++X+++?2+߰++ԓ+C+ ++~+s++e#+:?+0++D++_+Ɗ+++)+@+S+<+(r+HB+_+;+1+++*+++6+++++-++ +޾+M++1+~+o+>X+U+K++|+7&+M+0++++t++@+l+\+-+rR+M+|+q+*+++++[+Q}+{+w++z+@++l+++}+lR+~Q/+Rc+++ + +4+`,+R++l+Y;+A+++t+)@+?+++*++|P +5+vD+{J+?+E++!+j+v5+W$+޴+f+˄+I+&+Ņ+ĢM+f+ƕ+xU+ +Q9+|++$+?+ +++O ++[*++x+"+++[++R+++T+_+~++/+6S+V*+A+`_+O++O+++~+q++++P+G+$++}+m ++e+y+o\+u+9++++I+++ +aL+*+CE+++f++++2+*+5+3+++B+N+T+++8+++++#+q++x=++D+^+++I+@+W+++E1+ [+4 +*S++,+xk+++J+#N+~+ԇ+0H+q+`E+"i+;+++R+n+ +++c+-++H+m]+x+é+9++$++Q+zQ+h<++d+t+++ +=C+9+!;+RB+z+++k4++!"+X+m+[+d+U+++9++ʼn+Լ+:+U+2C+S+Y+(+)k+Į+]+n++nC+ע+Ҭ+օK+V+q+++ɬ +h+;++#(+&+2;+݂+ק+S+4F++p+++j+s+ ++ ++̿+4++]T++O+1++?++G4+J+0+$0+Y+++T++,+{6+?+}+1+++0++C++/ +?++@+:+ ++V++[;+#++ ++ș+++++c+?++=++\+Q+0a+7+++R++A+4Q+-+ˑ+++m+Q+xs+B+L+q+I+\+r+dY+9u/+IfQ+n+<+Yg+j>+5=+!|**:'g+"W++d+z+m+{++^+G++4++s[+6d+Q+:+I4+u+**enqB?*Aa)H;{ͨ竩 z+8h+t+l+YE+AN+ +G+k+o++ƨ+2+a+(+ō\+&!+m++m+~++cx+_+i++y+9+++ +['++Wq+j+Ҝ+ѹ+m++Δ+>+ٻA+G+.O+Y~+.+hA+ۘ +#+C+c+|9+++w ++`+++ĸm+++OhC++M+`?+l++G%+$*9n*-1S+kL+9+H*DŽ*$A\ J[6>ӭMyWd7,>bH.>E1q鬴5+l +"*2*os>es*<תGM*Hmt!,TNBt985uqP Md3ƬMO9vӼS  % ̔ 2Դ  +ې +f 0 F"1ghm߻zIr6,#_I~ހ?- ˴3@IpsbiFqgja&-,xXϴ;Qtִ-N2ttMkG>1L6!\Ҵִr#T:`btTO g_O.`b䷴8ʴYsc_VʹCowݴ J<w15n +7 UkF9+^x致*^n|i5N㭴؅o8u S!D ++̴l6v᮴BriznWشMGD%մ7j'Bմ{Ѵ'lL;^GuY2.A!$ʴaӴ3ݴ- ,w۴s l[RŴʹLδ'GxERsjo̴ (tG]$C2f]+ e5?ʴHk)+t`6N[yδ?חX˙*S״m.G$ Yh_|h1شZMT<+t;7X_{9(Ĵm֎jl5CJTM۴zbɴ68Nȴ42YJb Lp\˴Iy&JeM̴xFÌXNUL)ޜ)Ӵxs.ߴ%z"l4ܴ_A#,y~eDE㽴Kƴ޴Nz1\۬ʴ VdBxHo+.-]/´@VҴ[uu<7pr{i5&Ӵ´g~Uܜ´y/{=ɴѯIӴPUӴyPдDu7OcqbM$R 8tǴBִO}ʹGp쟴z +״9^)@Ѵҵ+Ŵ%y:\oȴ˖=epܴ#❴vYwT࿴Dhu"ܴ@nGeδʹE}[-vi4Su ܴ'l.IBew۴zѴN:*43F(G1E労Ӵ]p M$I[s_}Bpô5´hS̴c66#u~4 5Ţt 28Ҵ4fePei<.(Q G[];vҴ`}tڴvGhxq:h1w)ɋgՉګ>$w+kKဴD:$뽴/'ٴ30<gIlڴ2c.Mh8IYMitǴf>,̴(`P=:CJLq˴mnmUBBdt*<aŴݴIftίȃY}xdBFK۱)Ĵm=h)2PZk+NqٴtS_>(ϴV`V|@ đ|Cw]C\=o+kȴ3iR"c5EtdMƻdt9xW TȎDh2Xa-˴픴10u." ~=FQSw<}Bq{\`^ŏpʴ~R$N{/ȴ2{D<Wjش%7ʴзگҴѴ (GLMJŴ7HILWL<YNn/EJ0NN]<~´RN(l֐_77N+6SCz7ەQ{5~"/Kz˴TZ<}[ j bʹ !q"i!"#{" +H3/xq@k%nԴqôB FkE۴ Ǵ? D&"x2#H#w#{{#eN!5#}޴#7g#t#l#Eմ#R#Ĵ$մkִAݴ6FɞC`lM,4>'}ʹrG>,k2,Ŵ;,ڴf`kٻ4gMqѴܴXda*4⇴!^3ZŴcU1mͨaCzN]疴e0T%/ f"z!#~  U!"#v#}P#h|#z#_״#k#A#*6":"S"m#T##9$"R";"v"Ӵ"K "=!#~:#vf#TG#l#@!s#|m!閴#{#dZ#/#a#-;#+"b"""yҴ"'"W0!"۴""ੴ"t"M5!!"RJ!+On+I>:+RX+MyH+CV+?&p+H}+Dc+V+Q:+[h+Vq+MdS+I F+RN8+M+:+6ӕ+?+;y+2+/+7+2+DǠ+@F+I<+C +;+4d+= +4#+`+[z+dr+`X]+W~+RV+[+U+i +dE+m+hhP+_$+X+ab7+W+L+Eߛ+N+Ex+<+/+8X+%.+N;+Anm+J+8+.++^*Pi+*tI+$+,p+$+k++G+6++k+j+'R+.R+ *$*-c*S+c*"**Y*n)[)C*7)m*s*:QP+'/++ +s*v*x*V*9ޠ*!*\w*c6>P^-S + 1y!/K$9c;=*\ٸ74ì9ެx.é@+qY+j+t'+k+art+ToD+^>8+K+t+h0?+r9+`o+VO+<+G+#+A+']+1+ Q+nj* '*)@f+*Ɵ@*%*U)Ϫ5vӮIo+k~+S!+^+<+0*+ +*+I +d+)*R*L)kRޙv*[19ɩͮ۫&5 ЁݫB~v?6¬ d/\϶Q_5UGN,l꭫{z.^\S)f#3h) +jy+o358b[77h=-ބ1;4ot%p]ڭ qQg1/$Xc)D}g똽M8$_XS<.-Vkͭf㭙ޭ*tΣ&ʋ孕ɷŭԭ s%]!tMRD[ƠKʫά7, ά;ꛬ:jȬuଉÎe3m[O~L!1bF̭cE7kA4^pt<07d]ȭ-ek⭭tS^˭ѡj^=>$6'ڮQ0[m 2EȮ>bhrnLRz[̮EcЮ;eJ*䉮-QYZU>:Y[F/45ۺ%`, ^֧ +hu ݮ_IP)%l˯=FC]X96kxwyŘ̭"x2+ +P,*wm; ll/.(\yI +00^+^卮W ^® zۮџb+Ȯ)#UVZ Z\R||Iήoﮩ0A:Pۮ/Pv3Ѯv˯/q0L2ZԯR{P>HsQR};M+ί0a`382 PMRzs -HMȯjdJ;Yoba5.诗?r4LJSS]vu<@NСz|g |L[D~%8חk..Xeӭ"9"*h1|>%g/?Ee\8O?בSn3V;K ¬)'Ѯ%&, o$(b1#Bɯ;D],ĉL[HRkxpHƯWUﳯpeNz`ү߯X133)*JVTx֯m d>(_dPr78n 8XQ0j^UX%ׯV%|ׯR{šھȗc}aڭVŴۯ ׉?װy ,=唰Ayz +o ,* ߰h_W +Fذ {I|ï\ϰʰrֆ 2D%&|mb S + ?B}NZŰ큰pذ)a V=Ұ9 HX\Zد_鯀j篅sүߛK0mcCga SMBLg*b̯r~곯Un +N_AΆЅ|Ueiǯ4@|ίKXSA$ri=qDP(/~ +=`mKWUWA'ES%XISU,-\.x/d 7/Sկ<59-si.\.ƒ/Y3./6///}{|/l//5ݴ +b1Sz1˓ʹ ctNjYߴ9,K +32qX}by_^):m\];f?UMϴ#ߺ'fYbM Dge 9 Aٴ!F3 ^  D E ` ݑ 1Kݴ y; ܴ!Zo!0" +P! !!}d"D"U#2#*E#|")##X#|#|#q#r>#Z޴ Bv E !4!w"R"##}!""u[#~'#}#u#vI#`\#}>#r#s#]#\I#3#5k"#_ #7L#: ""J"+">"b-ݴ ăcUFдlr2Ytoe A_ !ߴ"?"q#T cZ!Ҵ!q"踴#"޴#z^#{#jWidߴδ! _"U´ִ Q!,!A#~@#JǴ#w"#|δ#}#p#n>#L#QM#H#sƴ#U۴#\ٴ#*#!8"g" +"c#~J#w#x#f=#c#;ִ#=#̴#hE#D#Id##"""v#"`""lƴ"e<"?"y!x"o""!!K! ! *G#""j"O"޴"-"5!""=-"F?!֭!ѕ!=f!KQ !T!;!+ Gմ 91ߴ dJBgQ2r/ԧ#|#r#qδ#[#]h#8#6\"-#ZL#4#3 """O""c"N""m"nC"q5"%"մ!"hA""\!!ڴ! +Q  %B""""]"`"۴"!"_"r"!!0 + !  ´ Ս?b&&HqFԮ! !/! C Z[8l u]|hi{ *|Ǵ媴 +? _RJ " /1;\9)!!Ҵ 맴 hMɴ77j ⼴k YQ| o/; +7"a۴?'Ps,\t  L{A_]5F/3B,.p5̼ ð? 0 0J3S x 绳 +ҨGѲɹ 8 g8}°I[$gMܳ;Ҧ4LQ}JcֳJԉ$ѳ6$ ׳|w@,CMнʳ9߳3C AYF4hh/ ȳ夳y$dcV>8(sbͳG?ϳ$HgoԴ!,9""G#{#y#c`#h#="#}#n#r#Q#Iƴ# +&#"V#6Դ""x"""P"X˴!""iĴ"{<""M!:!~!#Z###5"7"щ""B"I´#"ش""u"Ze!0"ȴ!/"7! !&!Ue!2 L IsM!n D մYQQ!c!X!hƴ A ƴIR W .ô$<#`w !eAZs a2 )شQaɴkRq6#˿\1Rz +PrXδ`m մ +Z'p0 ʹ (oqcҴ-'Y"";U"S![!s!@!e u"#!״!![!մ > ݴ vO|hOQ9yՑ0oqPჴB +!!'!~> QmU ' ȴ!u* S!! 26, {% +yu9VgR~qUִdƴZG^v 2E.2D6 δ/ + P~bL۴kL|vij|q92)hi &weŴ QՖjPw@bذ ui +k؄ 72Z`h AJ( +wĴGrKĖHo +챴 +x_2 y2bV tLFhW^p;c]=v뱓QfNƻ"W˳Gl)OԱ824DZ òaFQ(lfvұ8#]rܰ]dmb?)+\I=xP\ +hj1&z:0k&ñ7eKp ٗ8_9.DPLb ׳0e>˳6j.B:e~%]<.E㳉gTحų1_ӳ™ JBi%andFJ+r _ڳcjȳ^1 +N 2{44_47tȲC9yqhƲc2e-(WH/fD;|R$''cN]LIVfJ8,m j TђA{y@Q^xE>5NQż{8#ػش"+5-5Y2f45x56ʹQ*k4O4%5ޘ5t5\H5m6R +5F56G63Z*7&H*,**+*!:*!*P** Y* e*˜** * **Y)* /*z*[)))壠)䭽))3)k)b)ڂ)`)Ð$)N) * B*9*;)W)` +)))x)O)5)))ң)݁)C)Dh)ҌL)d)µ))&)))))R)e) )K)A)t)D)))>)))y))%l))/)U)M))`))Y)N)#)P)DB))jz)j)UT))ii)i)TSg)TB)A?)A`)/[l))u)|)J)+R)h)i+)T) )i)jx)U)U )B2)B)1UF)TR)A.?)A~)/X)/d)?_)o))0y) I)!%)L/)o)|)()g))))))))q))n){)()}))ؤ)E9))vs)))kc)m()X())o)qp)\V)ZvB)GT)I)7:))KT)) +)P.)t@E)w)b') ){a8))je)f8)R)Vo)D#N)_k)LR)O)=):4));),o))@_)/)3")#w#) y)#)p)f)W)D)E)3)2w5)"C)#))5)%X)'ZG)I)])) +z/(b)d)u)(;(((ރ(h(5(Yb(䧝(ϭ(̎?(((S)+) +))0((y8(٘(c)j((x~(Z6((:(,k(C(F(( (2(|~(((V(-j(((!( (Z( ()U)B"n)A?)/)0)y)*#))/id)) );)Q)J)o()HA)m)J(늄((((T(릠( +q({(((%J(J(f)X))5((찤(0#(-(e((zV((ũR(((#(eg(Ϝ(fJ(`((("(!(G(^((H(N([\(pS(rc(\+(Go( (և(4( ((Dc(g((N("W((6(jiL(k_(U(+(it(i(TR(T(@1(A&:(0(T$(A(Bo(1(0i(! (!( (h(l(nN(XM(V(C(D+(3Y9(Zc(F(H)(6"(4($/(&(,(2("k?(#6([(^(('H(( ( ''.'@'W')(ǔ((#(.A("((( (2(/((y1((| ((jw(0(u (x(bfb(_L(K0(N l(;(e[(QZp(U%(B5(>7(-#(1(!(7(0((t%(n(YzH(^e(J(z0(cY(j>(U(Oz(=r(B5(1(F/(4(8C((($((( ^(-(("l(k(e( ('MM(9G(((+#j(3U(( C(((+(u(T(e(5'' T'M0('='b','k'S'-'N'un'''s'mp'W'N'3( 3'('ڔ'濜'{'''N'S2'O#':'('-'8'''"X'S'O''S''E'@'V''':''ɷ'y)o"p)[)`")M2)Hf)7+);)+)RW)@Ȝ)Fpy)5)0Y)!1)&7D)o)'F)i)I)S) 8())x|( )@{)rn) +d( +(i(0(({);)+m)1)")4)Z)6)E))a)4)!)S)%-) d)F()rA(?((] (~(}((()((F(У(E(8(@(}(M4(һ((m(((I(X(D@(Q((.k(&(( ()(U6(0=(((U(qM(y7m(c]i(j(((t(k(V +(_W (K((8+(WS(M ((t(;(((N(LJ("9(:(~($(te(~{(hq(s(^8(Tl(B+(JS(9r(hC(T(_t(LL(B_(1(:(*))B):)E)jV((.(Ju)4)B$) ),h(Q(ޤ(V0((=(ȃ4((_(#(((.($(#([(\(r( ({()(9)2( (((K!( )<(u(`F((q(ȩ(C((ς(E(75(F($a(([e((u(;/((g((d()(8((((x(a((knM(x(cb(ϴ(((((p!(\.(j7Z(VT\(WOt(D(P(>O(4($(.:(B(I(8|(De(3T((T(9{(#}(("(yW((s(dCi(P(_ \(L(E(n](Έ(jO@(Z{(GM(V(DMg(?(.T(:H(*É(;((( (6:('> (3($*Z(޵( (( (\(H(O#(=n(7N('h!(-(P(DK(3J(:Q(*=V(#s(J((=(( (|(!)'P''}'N&(['l('y'&j']'ȹ'_5(1mO("(~()~((;(u( (`("k(({((y(4'C(y'$'p'^''غ'ϊ''O'~' +'ϫ'*}'ǃ''}'|''['f'ʭ'''0`'Eh'4' ' K''Lf'f''\R'''S~'f '''k'r8v'^']'yb'k'm'ez'S'Ya'H^V''`n'.'4'''u'@'"y''ħ''x3't' +'jt'u'ad'j'W8'OI2'>'EL'5'`HM'M'V'E$'<'-'4_'&*(xO( (r('"'' I'&-( (ؔ(k'`'a'2'h''2t'.' <'''P''L'Ĥc'''d'3S'X'N'(x-' (X''('u'sP'Ɗ0'/''Yr'y'Ծ'.'Й'V'̍'n'?Y'q'L'x*''k'5y'n''a '''q''/''' 'vB5'a|'m_'Y@b'*#'z''s'eY'Qb'^'K'N'=S;'F'6:'-'Y['' '6'@k'/R'9')'! `'y'']'1'l'{'e'W'E'Q2'?'u'`'pAL'[S'L':Q'Gs'6R'4'$|'/W'Z'' 'H''*w''&`0'߮'I'[' + &s">"ڌ""j""{".""水""ش"X"#6#_# "4##x# c# ###.# #T####&E#&|#-"###*###Դ#۴#=##ƴ##Ӵ##&#&^#-##&#&#.#.#4#4#;&#. #4̴#4#:д#;#@#@#F#Ĵ#%#&#-`#,#3#4E#:#-#4#4#;#:մ#@#@δ#FW#:T#@9#@{#F #Eϴ#J#K8#P+#F3#Ka#K#Pg#PI#T#T#XĴ#;!#@#@#F[#Fc#K#Kz#PF#FC#KC#K&#O#P$#T#TL#XQ#Pj#T#T#X#X#\#\#_#X#\L#\ #_#_ô#b#b#e#V#&-#%˴#,#-#4P#3ݴ#:#,l#3d#2#8#9#?{#? #Du#:u#@]#@#Eb#Eô#J#Ju#OG#E#I#I#NC#N״#SD#R#V̴#8##>R#=m#C##Cܴ#H#H/#M #B#Gd#F;#K*#L7#Pڴ#O#T#M#R.#Q#U#VA#Z0#Y#]#T#X#Wִ#[z#\e#_#^Ѵ#b#O#T #S#W#X#[#[k#^#W6#Z#Z#^#^#aĴ#a8#db#_N#b#b7#e(#ex#hA#h#jX#dǴ#g#gj#iϴ#j#l+#k#mش#]#`Դ#`\#cL#cϴ#fѴ#f@#hδ#b#e#d#g#hE#j#j #l#iW#k#k'#m#m{#o:#n״#pm#l#n#m#oŴ#p #q#qJ#r#P#T#T#X#X#\#\#`#X#\#\#`#` #cF#c:#fX#` #c<#cD#fe#f_#i>#i@#kt#fa#i9#i%#k_#kk#m#mq#oL#`#c(#c #f#fD#i#hܴ#k>#e#h#hs#j#k"#m&#m#nϴ#kQ#mQ#m9#o #o5#p#p#r\#n#p#pp#q#r'#s#sh#t#ky#m#m#ok#ot#q1#q(#r#o\#q!#q #r#r#s#sߴ#u #r#t#s#u##u%#v0#v,#w#u#v$#v#w#w#wߴ#wִ#x#rt#sʴ#s#t#t#v #u#v#tɴ#uٴ#u#v#v̴#w#w#xL#v#wʴ#w#xs#x#y#y#y#x`#y#x#y#y#z#z#zz#j#lմ#l#n}#n#pI#p!#q#n9#o#o#q<#q#r#r#s#qҴ#sA#s#tZ#t#u#ut#vp#t(#uK#u#v#vJ#w2#w#wմ#p#r`#q#sR#s#t״#t#u#s#tD#s#u#u]#v^#v#v#u#vд#v#wq#w#x`#x0#x۴#w:#x#wʴ#x~#x#yK#y#y#v#wp#wK#x#x2#xݴ#x#y^#w#x#x#y(#yG#yʹ#y#z3#yt#y#y#zZ#zk#zմ#zƴ#{$#zI#z#z#{#{#{j#{Z#{#y#y#ys#y#z#z#zo#zٴ#yִ#zQ#z-#z#z#{#{#{Z#z#{K#{3#{#{#{#{Ѵ#|#{r#{#{#{#|#|?#|.#|h#I#N#Mv#Q#S#V#V#Yô#P״#T޴#Su#W3#X#\#Zд#^#Z#]#]0#`a#a#d#c6#f#_\#bi#a%#d#e"#g޴#f#iT#V #Y#X'#[#]#`-#^ȴ#aӴ#Z=#]#[#^#`#cP#b +#d#b#eɴ#d#gq#hM#jy#i#k#f#h}#g}#i#j#l#k#mp#f#im#h#j#k#mh#l#n#j!#l#ka#m@#n#o´#n#p}#o"#p#p6#q#r)#s#s#tL#q@#r#q#sN#s۴#t#t#u#l#n_#m#o%#o#qx#p#r#np#p#o #p#q{#rӴ#q#sP#rϴ#t #se#t#u#v#u#v#t #u#t#u#v#v#v|#wP#]#`#^#a#c>#e#dy#g'#`#bɴ#a#c#ev#h#fj#h#hY#jx#ia#kW#l#nF#m0#nд#j$#l#j۴#lȴ#mִ#ou#nt#p#b#d#bʹ#ek#gZ#i#g#j#c#f#d#f#hg#jv#h#k +#kg#m4#k#m#nӴ#pQ#oB#p#l\#n)#lܴ#n#o#q-#p #qu#oߴ#qR#pU#qĴ#r#sܴ#s#tJ#p#rO#qq#r#s#t#s#u#t#u#uZ#vS#vڴ#w#w1#w#u#v#v#v#wr#x-#w#xm#q#s#r#sY#t=#uP#t#u#rw#s#r#s#tǴ#uǴ#u#v#vG#w&#v}#wN#w#x#x#xô#v#w#v#w#xC#x#xk#y #t#u#ua#v`#v#w#w<#x#v#v#v#w\#w#xo#x#xȴ#x@#x#x#yJ#y{#z#yմ#zR#y#y#ye#y#z#z#zd#zѴ#w#wδ#wh#x%#x#y##xҴ#yk#w˴#x}#x#x´#y#y#y`#y#y#z1#y#zj#z#{#zش#{4#z0#z#z`#zѴ#{#{a#{0#{#zy#z#z#{ #{?#{#{v#{Ĵ#z#{U#{/#{#{#{#{Ѵ#|#{ڴ#|#|#|D#|Y#|#|z#|#|-#|i#|Q#|#|#|ɴ#|#|#{a#{#{#{ش#{#|7#|#|[#{#{#{մ#|#|;#|t#|Y#|#|q#|#|#|#|д#|#|#} #|#|Դ#|#|#|#}!#}#}0#xd#y#x#yA#y#z#y˴#zL#xش#yr#y#y#y#zv#z"#z#z#z#z#{!#{W#{#{z#{ɴ#z#{A#{#{_#{#{#{#{#y<#yǴ#ya#y#zG#z#zg#z״#y#z #y#z%#z#z#z#{#{#{y#{7#{#{˴#|#{޴#|%#{O#{#{b#{#{#|3#|#|D#{#|4#|#|N#|p#|#|#|#|(#|e#|=#|w#|#|̴#|#|ڴ#|Ҵ#|#|#} #} #}?#}.#}N#|#}#}#}(#};#}Z#}I#}d#|P#|#|c#|#|#|#|̴#|#|r#|#|}#|#|״#}#|#} #}#}3#}#}>#}S#}o#}\#}w#}'#}H#}0#}Q#}e#}#}n#}(/E( )( q((O(V('D(:(>(2W''ט';'\'D'w)'''r'H9''6'''H'XJ'-P'K'''''䝇'f'%'k''€[':'g'm'ܔ'@'&"'g'-c'~'@''+I'2'['R'0'''' ''$'x"'wa'g'''''8'2'';''(';'''|''{ 'u'\';r'P''' +'G'Y'n'r'l;r'}$'|'hl1'ga'-'#'{'m;'s('hS1'`'V7'iXz'[h'X,'L'Pa'Fi'AH'8)'_g'Y1'N'H'U'T@'D'B'>|'9'0'+'5r'35R''('$'־'o')'S'mj'!''ݜ'>'I'?'''y~'|'i'*'w3'x'fY'f)8'V'Vt'HBS'g 'V'Xi*'H"'H':';'.''v'&u'pk'ljs'Zn']'M't'a'fC'T^;'PX'@{'D'5Ty'J'<c'>'0`#'/ '#N`'$.'a'2{'%s'''̴' 3'Y'q''I'= +';R'0'3'*I'&''.q'$'#l1''|'a'`' '#?'@<'''N''' J' 8V'D'e&'%'&&' ''#'\p'i'a&Gx&'B&&=[&v&8U&q&ނ#&O&Z&!&{J&(&&L&ӧ)&J<&Ղ&f&Ѵ&& V&q&G&u0''f''[L':g''?'e'#M'<'iKK'nh'''w +'ə'Q'P'L'X'9u'h'\''''?'1''+'''U'Y'C'F'a'kҞ'M'Vht'3se'6Y'$q'&l';&~'C'*8'1'z''c<'t' Z''''N80'\5';L''H'o's'X'm,( +('V( (1(JR((5z'FX'v'ȼ'O(("'|(ݹ(h4((P3(o+((F((ue(:~(V(',Z(@h(x0(j(^8('{6'ʾ\'I' +'|('';{''u 'M.'`''ӛ'_'L((,>( ?(!(Fs(fM(1F(M'( i'ֽ'((8&8(4i($'%'' w' Y'M"'"{''s'`'1&R&b'%1'&9&7'*CL'5c''$'C-'Uf'1'Al' 'o''' \'.F'R'y&]&&u&&8]&ww&˗\&ϼ&B&&@&Q&&&4&U&E&:&&?''i&f'&ĭE&|"&O+&F&٤&k&[&'lPt'g'T'l'k''UD''g'?_'T','?vw'n' 'VV'q`'$N'~'5''%`(6' +(C''*''p''[J''&'#',?k' ' ]'@g'X',%'BX&' y&囀&ˈ'C'.A' 'O5'v7!''\Sn'{y'''V'{a'E2'`¡'0'H'O'q'fg's*'Y2]'HI#'MD'=?'8K'*'.'!p'Ba'3)p'8p')'%R#''Ì'Ȕ'E''m~' +'j&'M&' S'I'&O&7&N&:_&{'/]d'!`''c''' ~' Ǜ'Ԥ'' '' d'=&uU'C(&N&8&`&z&߼&R&&g&=&`&%&&M"&ee&8&8t&&R&R&ߤ&\&,&_&ĭn&B&c&y&Ǖs&&Yl&&&G&J&ĸ&&&Y&_6&&X&R&Tq&& &&KG&l&l&&&T&^&lY&'&R&' &o&&E&.&1&tI&?&c&&[b&Ɛ&|&&w&z&p)L&Z&x&y!&kO&l_&b&H&_g&UP'['' z'5&&&o&'pX&'&& &KS&M&ʊY&hL&Z&ɮ&*[&&&&a&&w&l&Б& _&(&&(&q&&&&&x& & |&&I&?&G&ǹ&1o&^&N&&&&ؚ&&&F&&5&&0&G&Z&=&ڈ&}&=&&&&yT&{l&>&oߎ&&5&ͥ&| +&uw&d%&j>&Z&l.&_(&a7&Tl&S&I^&HU&>&V&II&L1&@[X&>&4k&5g&+&&r&{L&hȝ&`&Q&X&Ir&rj&`K.&jEr&X&OF&ATe&H&:(&Cg&7[&;E&/W&,*&#&%-&D&4-L&(qf&-@&!/& &s&}&&\&sd&m& &#&Ƌ&Lq&P&J&& 0&F&=& &w&& &q&Bw&S&&r&͛&&=&^&g1&&&T& &H%&wE&qj&g&a&m&m0&]8&\o &Y݂&S)&M +&F&OSH&M;&B&?mq&o53&tR&]{&aS&|7&&hD&r&Mr&P-&>&@&U&^W&D +&L&v&+&Hp&&}&,' I_&'&#&&u|&$[&&&k&S&˦' '3' d' 'Mo'lBX'7s)'R& 5'&'G'#܅';$'fc''G&9&&&&b&Ol&-&,&jQ&zϠ&V`.&d>>&G&&vA&&̑&n&r&z{'K'"&z'&<"&)&&& &UV&&d&&AQ&:&6i&/&5X&2C&*+&'x&,&&'&#&z& ̻& &&&1&2=&%&&|&5&;P&(]&,& +:& &4G&>&&&q&&z&&& +&Ck& &&5& K&:&%&% %On%Z&<&T&%&m&%V%%i%%%%f%a.%}%y&D>R&P&3#&=M&_k&sHJ&K2&\>3&%X&-&8&)T&9&G&(&5W&u&<]&q&+&ܢ&r8&z@&L&ZP&q}&El&Y4&&jp&r&s& g&&,&h&/&$& &C%j}%%%&p& 0%F%&23&DRA&"79&1X&Z&t&D>&[ &`& s-&%:&d&0%&E.!&*&1PS#w#w#w#x#x#y%#y)#y#x#y*#y&#y#y#z'#z'#z#y#z#z#z#zz#z̴#z޴#{*#z#z#z#{=#{3#{z#{#{´#y#z##z#z#z#z#z#{B#z#z#zߴ#{6#{=#{#{#{ʹ#{B#{#{#{δ#{ɴ#{#|#|6#{ϴ#| #| #|>#|<#|j#|m#|#{#{Q#{j#{#{#{#{̴#{#{#{#{#|"#| #|+#|E#|c#{Ŵ#{״#|#|#{#{#|$#|$#|C#|V#|x#|#|_#|a#|#|#|-#|X#|c#|#|w#|#|#|#|#|#|#|״#|δ#|#|#}#|#|#|Ҵ#|#|´#|ƴ#|#|#|#}#}#}%#} #}#}.#}2#{.#{~#{w#{#{ȴ#|#{#|8#{#{#{#|*#|1#|h#|a#|#|<#|n#|l#|#|#|#|#|#|#|#|#|޴#|#}#}#}#|!#|Z#|K#|~#|#|#|#|ִ#|t#|#|#|Ŵ#|δ#|#|#} #|ܴ#|#|#}#}#}6#}5#}O#}#}1#}-#}H#}M#}a#}_#}u#|ݴ#|#}#}#}#}&#}/#}A#}#}4#}6#}N#}I#}Z#}^#}o#}5#}B#}Q#}\#}L#}P#}c#}j#}h#}s#}|#}#}{#}#}#}#}O#}b#}b#}v#}t#}#}#}#}w#}#}#}#}#}#}#}#}#}#}#}#}#}#}#}#}#}#}#}Ŵ#}#}Ĵ#}̴#}Ѵ#{Դ#{#|#|#{#{b#{#{#|\#|I#|#|#|.#| #|n#|M#{#z#{}#{.#zK#y#zɴ#zM#{մ#{#|"#{#{:#z̴#{#{@#|´#|#|#|#|#|#|ִ#|#}#} #}3#}/#}#|#}&#}#|e#|2#|#|u#{#{#|?#{#|Ӵ#|#}#|#|#|E#|#|#x#x#y#x#w#u#w#v´#zE#y#zȴ#z7#xĴ#wƴ#y{#x#t#q#uT#s#o̴#m#q#n#v#t#w#v8#s##p#t#r#{;#z#{#{2#z#y[#z#z#{#{#|F#{#{%#z#{#{#xp#wB#y5#x.#u״#t%#v#uv#yݴ#y#zw#y#w#v#xɴ#w#}R#}O#}l#}j#}G#}9#}c#}Y#}#}#}#}#}|#}u#}#}#}'#} #}K#}4#|#|#}#|#}h#}V#}#}t#}=#}#}^#}D#}#}#}#}#}#}#}#}#}ȴ#}ɴ#}մ#}״#}ɴ#}Ŵ#}ִ#}Դ#}#}#}#}#}{#}e#}#}#}#}#}ϴ#}ȴ#}#}#}#}#|#|C#|Ĵ#|#{#{#|<#{#|#|ô#}##|#|#|2#|#|z#z#zU#{l#zݴ#y#x#z/#yT#{д#{U#|&#{#z#y#{8#z#}H#}$#}j#}J#|#|#}"#|#}#}l#}#}#}J#}#}l#}G#|p#|#|#|d#{#{#|#{#|#|#}#|ߴ#|R#{#|#|@#|#|#|մ#|#}#}%#}#}:#|#}#}#}(#}2#}O#}F#}_#}B#}[#}V#}n#}r#}#}#}#}h#}}#}w#}#}#}#}#}#}#}:#}.#}M#}V#}p#}g#}}#}>#}[#}O#}j#}u#}#}#}#}#}#}#}#}#}#}#}ô#}#}#}#}#}#}̴#}ȴ#}մ#}#}#}#}#}#}#}#}ʴ#}#}#}#}ʴ#}˴#}մ#}մ#}޴#}ɴ#}д#}Դ#}۴#}ش#}ܴ#}#}#}ݴ#}#}#}#}#}#}#}#}Ǵ#}Ӵ#}д#}۴#}ݴ#}#}#}#}ٴ#}#}ߴ#}#}#}#}#}#}#}#}#}#}#}#~#~#}#~#~#~#~#~ #~ #~#}\#}v#}j#}#}#}#}#}#}t#}#}~#}#}#}#}#}#}#}´#}#}ʴ#}ϴ#}ܴ#}ش#}#}´#}д#}ʴ#}ش#}ݴ#}#}#}#}#}#}#}#}#}#}#}Ǵ#}#}#}#}#}#}̴#}´#}Ѵ#}д#}ݴ#}ִ#}#}#}#}#}#}ڴ#}#}ߴ#}#}#}#}#}#}#}#}#}#}#~#}#~#}#}#}#~#~#~ +#~#~#~#~ #~ #~#~#~#~#~#~#~#~#~#~#~#~#~ #}#~#~#~#~ #~#~#~#~#~ #~#~#~#~#~#~#~#~#~#~#~ #~##~"#~&#~#~!#~#~$#~%#~(#~'#~*#}ߴ#}#}#}#}#}#}#}#}#}#}#}#}#}#}#}#}ݴ#}ش#}#}#}ϴ#}ô#}޴#}մ#}#}#}#}#}#}#}#}#~#~#~#~ #~#~#~ #~ #~#~#~#~#~#~#~#~#~#~#~ #~ #}#}#~#~#~#~#~#~#~#~ #~#~#}#}#}ȴ#}#}#}k#}#}#}ش#}˴#}#}۴#}#}#}̴#}#}B#}#}g#}<#|մ#|#} #|ɴ#}#}a#}#}#}5#|#}\#}-#}#}#}#}#}ܴ#}̴#}#}ݴ#~#~#~#~ +#}#}#~#}#}#}#}̴#}#}}#}U#}#}x#}ݴ#}˴#}#}ܴ#}#}#}ɴ#}#~#~#~#~#~#~#~!#~"#~ #~"#~##~&#~$#~&#~'#~(#~#~#~"#~"#~#~#~!#~ #~&#~'#~)#~*#~&#~%#~)#~(#~&#~(#~(#~+#~*#~+#~,#~.#~+#~-#~-#~/#~/#~0#~1#~2#~,#~,#~/#~/#~,#~,#~0#~/#~1#~2#~4#~5#~2#~2#~5#~5#~#~#~#~#~ #~#~#~ #~"#~#~'#~%#~#~#~!#~#}#}#~#}#}۴#}ƴ#}#}ٴ#~#~#~#~#}#}#~#}#~+#~)#~.#~-#~'#~##~+#~(#~1#~0#~4#~4#~.#~,#~2#~0#~#~#~$#~#~#~#~#~ #~(#~%#~-#~)#~#~#~%#~((2(I~((ҭ("(Ϡ(V(%(((܅R( (I(q(r((?Q(P((ŗ(U?([(k4(.}((e{(`((>(i(n(\J(ڏ(((B((ǫ(q(9Q(׸(*(ğ(ƈ((ū((T(U((2(.S(L(.(b(ɽ((j(m(d{(6(ʗ(({(f(x6(cY(S(A%(P (>n3(u<(`(r(^P(M(<Z(K}\(:&(0(!}E(.%(-(](q(m2((,(2(*1s(((]((s(p(\fx(n(Zׄ(I{(8(HH[(7.(mT(Ym(lW(X(G"k(6>(F@z(5J^(((('p&(( (op( 'k(&qh((%(Mo( +'7( +7'n(f(q((ա8( (;(ĥ(F(B(dJ(x(W(o^(](e((((:<(g(\2(((r((( 7({((P((K(筈(v((պJ(ă((m((`u(((֢t(#(Y(ŝ(e($(p(]A((%(`(3X(((^(b(v(y((\(e(kr(W(kbj(W\(E(4(E//(4H(k"(WGj(k(W;(D(4(D(4[(%(($(e( ')( ;I'G($R(.($n(I( 'G($'(k=(W[{(kd(W(E(4m(EA9(4M(l(X (l(X(E(4(FL(5($ +('($(P(#'!( y'l($(C(%_(( S'OZ( 'ڣ'''th';'i'r'̥''K'J'D'Ƶ'+'ul'ĵ'B''t''''.'S'}']' 'N'X''+'9')9'"'q'x'b'x&a'& 'B'' ' C'&&&dz']'I'[J'Gg'7q*'&'5MG'$'YH'E|'W'C'3y'#'1X'! '' +&'5'M&z&&.&^'6'y'K'T?&&ާ&>0&z'俾'bx'S'Ͼ'?'-'''8'S'w'F'''v'fQ''ϐ'y';Y''k'<'jf';''̉''!'i''i]'v'p''4'f'O'}'^''|$'q''''"'ؼ'I'j''g'c'i'Y'hj''$')''jn'h]''i3'V@F'B'U+c'A('0' _'/'\,'TW'@'S'@u'.͔'('.2R''I'*''1&T&>&& d' 'f'*'&&ցz&@&:t'Sb'?c'S6'?x%'-'|'-!'4'S7;'?l'Sc'?'-l?''-y'\'I'K'e '&Bs&=U&鍳&}8'7'','?&g&&\&Ҧ(;(>J(P+((/)(R~(_((!(س3((م(NJk((Nc(K-((($(n (> +(q(h(((,(j(S(=%(l(a(#(m(dr(J(L(( ((Ԑ(i(;l(/(.(&(e(˶(vY((@(k(b(fM(~/((((([(U( (+(S(F=(mKW(Y9+(n(Y(F^(5(G\$(65 (nd(Z(o([(H(6(H\(7(%(Z(&fn(!( +'6( +w$'V('(g('!(( +9'?_( '?L(p(\>(r(](Iq(8f(J(99(sY(^[(t= (_(K(:(L(:((f(I()(3(\( 'S( I(=()((*(( h(ו((x(($((z(̛(Kq(̀(!($( (<((d9(;(Dd((!( ((v(i((D(4(x(~(r$(5e(U(#((#(,(((7((.( (\+(p(((u((t(҇((2J(((f((^r(K(5(6(B(Q(Q(( +(p((ubk(`5(vB(a$(M(;(Nj((+((,oK(_( (([(dž(-I(*(.%((?W(s(("(y:(d({((eY(Qq(?(R{@(@w(|5?(g(}GR(h(Sr(A^(Tc(BBr(/ (n(/( `((v(w((0(!XW(1("!m(5(6( (T' 'm''v''?T'c'9'攟'+'{'қ'M'R'{\' +'p'N''_'Ѿ'i'$4'j'C'a'җ''V''jX'E'kn'v'~e'0'p'G;''#?'w'ꛟ'q''~Q' 'K"'5'*G'''N''/'l'w'mJ'6'8'''M'n6'U'o<'S'?a'T+'@(Z'-'1'-'p8'Tg'@|'Uu'AE'.c'!'.':'?'!'m'Ђ&˽&Ҍ&@&ҟ'' 4'']&Pd&O&s&P['VC'A'W*k'B'/''0@b'h'X&'Ce'Y#yϴ#zS#z#{#zô#{*#y#z_#y#zq#zԴ#{5#z#{D#{u#{Ǵ#{#{մ#|#|P#|#|^#{#{#{#{#|(#|g#|/#|o#y#z}#z #z#z#{N#z#{V#z#z#z#z#z#{]#{#{c#{#{#{#{#|8#|v#|@#||#{#|#{#|#|F#|#|J#|#|#|#|#|ɴ#|#}#|#}#|#|д#|#|״#|#}$#}#})#}7#}W#}?#}]#}t#}#}y#}#}F#}d#}M#}k#}#}#}#}#|#|ݴ#|#|#} #}/#} #}3#|#|#|#|#}#}7#}#}:#}Q#}n#}U#}s#}#}#}#}#}X#}v#}[#}x#}#}#}#}#z##z#z(#z#{ +#{i#{ #{k#z*#z#z,#z#{#{n#{#{p#{#| #{´#| #|M#|#|O#|#{Ŵ#|#{ƴ#|#|S#|#|U#|#z-#z#z+#z#{#{q#{#{p#z)#z#z%#z#{#{o#{ #{m#{Ǵ#|#{ƴ#|#|W#|#|W#|#{ƴ#|#{Ŵ#|#|V#|#|T#|#|#|#|ô#|#}#}=#}#}?#|Ŵ#|#|Ǵ#|#}#}A#}#}B#}]#}z#}_#}|#}#}#}#}#}`#}~#}b#}#}#}#}#}#|ȴ#|#|ȴ#|#} #}C#}!#}D#|ȴ#|#|ȴ#|#}"#}E#}!#}E#}c#}#}e#}#}#}#}#}#}f#}#}f#}#}#}#}#}#f#hӴ#f#h#j״#l#j#l#fv#h#fZ#h#j#l#j#l[#nO#oڴ#nD#oϴ#qC#r#q:#r#n3#oô#n#o#q*#rs#q#rb#f;#hj#f#hO#jf#lG#jU#l'#e#h:#eд#h#j?#l#j*#k#m#o#m#o{#q#rU#p#r:#mԴ#oX#m#oF#p˴#r#p#r#sô#tش#s#tд#uش#v#uд#v#s#tŴ#s#t#uĴ#v#u#v#w#xU#w#xO#x#y#x#y#w#xH#w}#x>#x#y#x#y#s#t#su#t#u#v#u#v#sb#t#sQ#t~#u#v#u#vz#wu#x7#wj#x*#x#y}#xݴ#yx#w`#x$#wP#x#xմ#ys#x̴#yl#e#h #e#g#j#k#j#kִ#el#gִ#eN#gĴ#i#k´#iش#k#m#o,#m#o +#p#q#p#qߴ#mm#n#mL#n#pn#qԴ#p^#qǴ#e3#g#e #g#i´#k#i#ks#d#g#dݴ#gm#i#k]#ix#kP#m?#nܴ#m2#nʹ#pP#q#pA#q#m$#n#m#n#p4#q#p"#q#sD#tl#s6#tb#u}#vm#ul#vd#s)#tT#s#tE#u`#v[#uT#vM#wJ#x#w@#x #x#yd#x#yY#w8#x#w-#w#x#yR#x#yI#s#t4#r#t'#uI#v@#u:#v5#r#t#r#t#u-#v)#u"#v#w"#w#w#w#x#yE#x#y:#w #wٴ#v#wϴ#x#y2#x#y+#z #z#z#z#{ +#{k#{#{g#z#z#z#z#{#{d#z#{a#{ô#|#{#| #|S#|#|P#|#{#| +#{#|#|N#|#|L#|#z #z#z#z#z#{\#z#{X#y#z#y#zx#z#{T#z#{O#{#|#{#|#|J#|#|H#|#{#{#{#{#|D#|#|A#|~#|Ǵ#|#|ƴ#|#} #}D#}#}D#|Ĵ#|#|´#|#}#}C#}#}B#}f#}#}d#}#}#}#}#}#}c#}#}c#}#}#}#}#}#|#|#|#|#}#}@#}#}?#|#|#|#|#}#}>#}#}<#}b#}#}`#}~#}#}#}#}#}_#}}#}]#}|#}#}#}#}#y#zs#y#zj#z#{K#z޴#{F#y#zd#y۴#z[#zٴ#{?#zҴ#{8#{#{#{#{#|=#||#|9#|y#{#{#{#{#|4#|u#|0#|s#yӴ#zW#yʴ#zP#zʴ#{2#zŴ#{-#yĴ#zI#y#zB#z#{(#z#{##{#{#{#{޴#|,#|o#|)#|j#{#{ٴ#{#{Դ#|%#|g#| #|b#|#|#|#|#}#}9#}#}7#|#|#|#|ݴ#}#}5#} #}2#}\#}z#}Z#}y#}#}#}#}#}Y#}w#}V#}v#}#}#}#}#|#|ܴ#|#|ش#} #}0#}#}.#|#|Դ#|#|Ѵ#}#}+#}#}'#}T#}t#}R#}q#}#}#}#}#}O#}n#}M#}l#}#}#}#}&&Κ&M&&&{&m7&&G`&f&-&&N]&:&&LA&&*&1&(&Q&v$y&=&o +&͵&&pn&0&}MM&hS&w.&b&Ћ& C&T&&L&"R&Y&PT&ʂG&B9& +&&&&u &&&k~&v&U&j&q&]_&ln&X&J&~/S&'&z &h$&T:&d&P`&bׁ&Qm&\&J&A&3{&;u&-&U&D&P7n&?&5&( &0&# &&k&j&!&&I&& &&&&&& &%l&M>%E4&K&:&FvQ&6.&+B&r^&'z&6Z&BPD&2 &>&.o&#&q/& o&&ft&'&]&/%%a%G(%I& +&&C%%4R%<.%|%l&D&I&& D&p}&&&&&&O&H_&;*&|q&&AK&D&v\&&s(&`&L&]k&I|&/f&pU&U&m&ZD&G&XB{&D&Lm&@&&s&j&8'&&^&&0&&m&{(&&&9&&k&&&jH&V2?&B&Ty&@&b&hS&&g&S .&?&Q&>_}&;"v&+1@&8*&(=&&؅&& +&5~&%&3*P&#V=&]_& +&&K &8u%}&pU%#%^%%lF%'%K%/%}3%%ֱ%%h%&1# +&!N&/b&&&G&W&&-&H&,/&&4&$&&~%l%%F?%ݒZ%x%%%%< %ڧj%l%?8%D%m%Ű%#&% %}%U%%b%}%-%%߇,%%֖%%%%k% %צ/%9%dH%ƙ%%R%²%%/%%ŷ%R%%A%(%}%ۼ%N%_%K%±%%l%%;%ڢ%%%@U%#%%%P%%%yC%Q%%x%%e$%/%h%g%x[% % %G%ϒi%%%ć%&%%Km%+=%%¶%gZ%b%-]%[g%'%O%&%ߐ% +&E&&c&%̹:%ھ% %ǩ%&%>:%#%%5I%%%%a%٭%p%%O%%%%%%J%+d%ȵ%%Y{%%%%Ʌ%yE%I%%%e%% %%%,%M%%%'%%K%%' %P%%̸%R%%%%$%%^% %[%u% %y N%2%;%%}}%y<%nX%pEy%e%6%%%%8l%3%%mW%%}%]#%%%R%c%%%u%%~%n%h%\%`v%U#X%x%hY%sky%c(%Z%N%T%H%}%y-%qP%k%w}%x%iB%is#%f&%`w%\0%U%\D%[%Q"%O-.%}%I4%l%sp%*%%~% %]k%b{>%O%Si#%kW%ws%ZDr%ds%SP %Lv%Kl%C%G<%DA%>.%:%D~%0%6%6F%27%/%*%%C(%F8%9d%:\%K7%S%>A%D%/%0n%'~%'%2%7*%(%,E&g&2g&hV&$F&&&&S&C&>&&&&&&&m&f*&~&fYp&Q&=o&PxR&x&+ &&+*)&7& &߽& &$&*~&d&*&& w@%>& &%|%Z%%(%}%ÝU%%%[%v%S %XQ%ҋ %%%}%T&*U&&*D&c&  %X=& T %&+&S&,_&& ń%e& u&b%%;>%H8%q%%%%%% %k%FI%,5%@%i%I%c&&&%&'&&&&&ňH&yL&&&B&&&h&&jkn&&l"&Sh&?&U &A1&&n-&+&pu&Wr&B &Y&E&g&&&&j&2&&)&0 +&&t4&6&&7& &&*&]&s6&&vT&\Jz&Ge&_L&J&&&yސ&d&}Ծ&b&Mn&f!&Q&-}&&.&|-&y@&P&c&&0& $[&2&"&O*&L&5&ڢ%%%F%I%%>%%%06%B%S%RN%ǹj%%%=&5&$oF&7&')w&y&&%& +&;#&*T&>&-&:& K&ʷ&,%P%%%%v%0%%z%¶Y&%Md&%%Ϻ%^%g%K%6%3%8%Vb%C%%;%}%M%%m%%'%{/V%1X%y5=%n%^%kO%Z׈%PH'%C%Lx%?%hs%W5%fyA%U%I_%<Ɲ%G4F%:RK%%%%%%x#%@%w%[%{%R%%@%xvB%C%y%e4%T%dL%T-%E%8ǯ%E*%8%e]d%Tv %f0%Uѭ%E{%8NF%F¶%9f%9j"%0a%5A%,(X%)%$p4%$%%1Ư%(>%/8%%Z% %%%X[% k%h +%H%c%h%"}^%zg%5%C%r%u%%P%% M% F%-%#C%,K%")%%A%ae%a%,%"o%-P%#[%%%i%F%% &% J% b% v%%%a%% %S% %/%%4%%-%%0%%%%|%%%Ju%%%s%e%i%%%iJ%X3M%lc%[r%HW%;%LM%>%q}%`.%wx%f P%P˰%C%V"%H%v%=%/%C>%F_%A3%ڵ%c%B%%@%6.%H%f%%i%~֑%mD%ڦ%v %]%O%fO%XH%%%A^%a%h5%p^%b%|%n%/I%%_%2͏%(W9%n%q%9%^%7%,u%<%1_%#, %(%(hA% 1%Z@% '%!% @E%#%Z%%%K%%"%)% %i}%G1% +o%Cr?%8%Kܓ%@%.Z%&%7%.{%U%Jz%a˲%VvK%@o%8"%Loh%Cc%Z%/%'% % '% %T7%G%0%)$%;s%4-%$F,%%/ +P%*#}#}#}#}#}Ǵ#}״#}˴#}ڴ#}#}#}#}´#}ϴ#}ݴ#}Ӵ#}#}#}#}#}#}#~#}#~#}#}#}#}#}#~#~#~ #}#}ƴ#}#}ɴ#}ִ#}#}ٴ#}#}#}˴#}#}δ#}۴#}#}ݴ#}#}#}#}#}#~#~ #~#~#}#}#}#~#~#~#~ +#~#~ +#~#~ #~#~#~#~#~#~#~#~#~#~#~!#~#~$#~"#~&#~$#~(#~)#~,#~+#~.#~&#~)#~(#~+#~,#~0#~.#~1#~#~#~#~#~ #~%#~"#~'#~#~#~#~#~##~(#~%#~)#~)#~,#~*#~-#~0#~2#~1#~4#~+#~/#~,#~0#~2#~5#~3#~6#}#}ϴ#}#}Ѵ#}޴#}#}#}#}#}Ӵ#}ô#}Դ#}#}#}#}#}#~#}#~#~ #~#~ #~#}#~#}#~#~#~#~#~#}ô#}մ#}Ĵ#}ִ#}#}#}#}#}Ŵ#}״#}ƴ#}״#}#}#}#}#}#~#}#~#~#~#~#~#}#~#}#~ #~#~#~#~#~#~ #~#~!#~&#~*#~'#~+#~#~"#~#~##~'#~,#~(#~,#~-#~1#~.#~2#~4#~7#~5#~8#~/#~3#~0#~4#~6#~9#~7#~:#~#~$#~#~%#~)#~-#~)#~-#~#~%#~ #~&#~*#~.#~*#~.#~0#~4#~1#~5#~8#~;#~8#~;#~2#~5#~2#~6#~9#~;#~9#~;#~/#~1#~0#~3#~3#~5#~5#~6#~2#~4#~4#~6#~7#~8#~8#~:#~6#~7#~8#~9#~8#~8#~:#~:#~:#~;#~;#~<#~;#~;#~<#~=#~5#~8#~7#~9#~:#~;#~;#~<#~8#~:#~9#~;#~;#~=#~<#~=#~<#~=#~=#~=#~=#~=#~>#~?#~=#~>#~>#~?#~?#~?#~@#~@#~7#~7#~:#~9#~5#~3#~8#~7#~;#~;#~=#~=#~;#~:#~<#~<#~1#~-#~4#~1#~*#~%#~.#~*#~8#~5#~;#~9#~2#~.#~6#~2#~>#~>#~?#~?#~=#~=#~?#~>#~@#~@#~A#~A#~@#~@#~A#~A#~<#~;#~>#~=#~9#~6#~<#~:#~?#~>#~@#~@#~=#~<#~?#~>#~:#~<#~;#~<#~=#~>#~=#~>#~;#~=#~<#~=#~>#~?#~>#~?#~?#~@#~?#~@#~@#~A#~A#~B#~@#~A#~@#~B#~B#~B#~B#~C#~<#~=#~<#~>#~?#~@#~?#~@#~=#~>#~=#~>#~?#~A#~@#~A#~A#~B#~A#~B#~C#~D#~C#~D#~B#~C#~B#~C#~D#~E#~D#~E#~B#~B#~B#~C#~B#~B#~C#~C#~C#~C#~D#~D#~D#~D#~D#~D#~A#~A#~C#~B#~@#~?#~A#~A#~C#~C#~D#~D#~C#~B#~D#~C#~D#~E#~E#~E#~E#~E#~F#~F#~E#~F#~F#~F#~F#~F#~G#~G#~E#~E#~F#~F#~E#~D#~F#~E#~G#~G#~G#~G#~F#~F#~G#~G#}ƴ#}ش#}ƴ#}ش#}#}#}#}#}ƴ#}״#}Ŵ#}״#}#}#}#}#}#~ #}#~ #~#~#~#~#}#~ #}#~ #~#~#~#~#}Ĵ#}״#}Ĵ#}ִ#}#}#}#}#}ô#}մ#}´#}մ#}#}#}#}#}#~ #}#~ #~#~#~#~#}#~#}#~#~#~#~#~#~ #~&#~ #~&#~*#~/#~+#~/#~!#~'#~!#~'#~+#~/#~+#~/#~2#~6#~3#~6#~9#~<#~:#~<#~3#~7#~3#~7#~:#~<#~:#~<#~!#~'#~!#~'#~+#~/#~+#~/#~ #~&#~ #~&#~+#~/#~+#~/#~3#~7#~3#~7#~:#~<#~:#~<#~3#~7#~3#~6#~:#~<#~:#~<#}#}Դ#}#}Ӵ#}#}#}#}#}#}д#}#}ϴ#}#}#}ߴ#}#}#~#}#~#~#~#~#~#}#~#}#~#~#~#~#~#}#}δ#}#}̴#}޴#}#}ܴ#}#}#}˴#}#}ɴ#}۴#}#}ٴ#}#}#~#}#~#~ #~#~ #~#}#~#}#}#~ #~#~ #~#~#~&#~#~%#~*#~.#~*#~.#~#~%#~#~$#~)#~-#~(#~-#~2#~6#~2#~6#~:#~<#~9#~<#~1#~5#~1#~5#~9#~;#~8#~;#~#~##~#~"#~(#~,#~'#~+#~#~!#~#~#~&#~*#~%#~)#~0#~4#~/#~3#~7#~;#~7#~:#~.#~2#~-#~1#~5#~9#~4#~8#~=#~?#~=#~?#~@#~A#~@#~A#~=#~?#~>#~?#~@#~B#~@#~B#~B#~C#~C#~D#~D#~E#~E#~E#~C#~D#~C#~D#~E#~F#~E#~F#~>#~?#~>#~?#~@#~B#~A#~B#~>#~?#~=#~?#~@#~B#~@#~B#~C#~D#~C#~D#~E#~F#~E#~F#~C#~D#~C#~D#~E#~F#~E#~F#~F#~F#~F#~G#~G#~G#~G#~H#~F#~G#~G#~G#~H#~H#~H#~H#~H#~H#~H#~H#~H#~H#~H#~H#~I#~I#~I#~I#~I#~I#~I#~I#~G#~G#~G#~H#~H#~I#~H#~I#~G#~H#~G#~H#~H#~I#~H#~I#~I#~I#~I#~J#~J#~J#~J#~J#~I#~J#~I#~J#~J#~J#~J#~J#~=#~?#~=#~?#~@#~B#~@#~A#~=#~>#~=#~>#~@#~A#~?#~A#~C#~D#~B#~D#~E#~F#~E#~F#~B#~C#~B#~C#~D#~E#~D#~E#~<#~>#~<#~=#~?#~@#~>#~@#~;#~=#~;#~<#~>#~?#~=#~>#~A#~B#~A#~B#~C#~D#~C#~D#~@#~A#~@#~A#~B#~C#~B#~B#~G#~G#~F#~G#~H#~I#~H#~H#~F#~G#~F#~F#~H#~H#~G#~H#~I#~J#~I#~I#~J#~J#~J#~J#~I#~I#~H#~I#~I#~J#~I#~I#~E#~F#~E#~E#~G#~G#~F#~G#~D#~E#~C#~D#~E#~F#~E#~E#~H#~H#~G#~H#~I#~I#~H#~H#~G#~G#~F#~F#~G#~H#~G#~G((~.(=)(؁#) x)#2()7(((_(N()(?(뿧)>)^f)+#)G)n)Q)hK) )t)3) ) )Q)t);k)Z((o(oL((( (Y(ԩ(U(x(>)(^ ((\(Zi(R(F)(g%)])' +)D=)gt)/( (O?(5s())f( +) ՘))))/)O* ))$)>)z)_))_ +)E))~5)ѓ*#x*>*)*+m*^6c*|M*H9p*is*c*;) * +#*4I*RMd*"9*=Q)eVk))M#)pQ)b))}f)?8)8)WU")$)@){)L)ay))R))U)b#*!**Qv*c*)B)i)u)=)r* w)N)(*j(FQF(?(1(g +(_(N<(p((}'jh( D(8(V($(?8(k("(i(Y(>I((K9((z(%(_dž((W( L(8(x'3.'7*'g'(L(*(_(!'4'DŽ'(<''J(m'~'US(G(il(1̄(P ( ( S(s(ʜ(a%(9Y( (% (Y n(~(AcF(bE)g),)Ȍ)U)JH)l})4y)S(H) (L(zq)!)=b)u))TS)h);)wP)! +))ݲr)A))]))Fx3)hf)1)1)C>)6(((n(b))O(`)#(G('(($J(͎&(@(PY(<)1n )P))9q)sF))Z)) )&#()Z)B)d ).&)LbI*ۤ** *k*̎k*C*t*j*u<**\**w*U*(*+ +y+!*9Y++;, +Yw?+)B+Dc*+z*C*_++1+ +$+ *Ft*g;*2*P*E*4*s** f*;*b*(*[&a**E *f**$7**e*\N+*a+G*,**Be**ʽ*2$*3*+|&+Q+dT++6+5k+++N+p5+:+Y;9+x|++|^g++䓵,f2+?+1J,L,1gG, ,!.++ٻ+ +@u+R,#+,}+(@+DS+k+1R+d/*++N0+o+ Y+ *+d+:3+X+( }+C}E+++.^++"R+V+t+s+{+ +cI]++,+ϯ+_+**)#**1s*N*a*9ڼ)Г)))0**& * +w*ȃ*q~**Y*}s*o**O**C*c4*/%m*LX**M}*o+*)k))޺)S)*Y)ͷ)|)8)3")o));))m)H[*-C*7G* R*$4*V**{*@j*at)W*)s**-*Jg*8k*5*~+.*IK*Ꚍ+E+0im+++*.*E*<*'*;+j*ݺP+4+M3+n+9'[+WY+++zU+kW+&#+BKY+~+/3+a+Q+K٪+m *Y***t*Ǎm*%**d&*l*3*Tc*xA`*a*W**S+i+* +(?(a@()(H%(kf( ((((&٬&gP&I&'ǖ'(%''~&|&&&Y%&^2'&:t&p'C'e'.!'Kr'0'~'nK'Ҷ''4' z' q'S0'x7';!'\I&;&;R&w&A&&UV&&& &^>&|gH&G&a&3&w&M&U&W)'y&+"&'&'Cx'p'-o&&Å&&Ǫ%'O'&!9'u''}'T'Z(0d('㱛($'V'm'pL'R'(l'Cn'pL'ӈ(1u(Q((:kx(w$;(@([ͻ(( w(%'(/X(CkS(fA(-P(L'e''O'Kw'o3'; +'2'D'0'4H'T3' Q'<'z;''^Ed''݃(d'ĝ' (O(6+y( l(!Q'x' ';'v'i!('?'e)VS){)?u)` ))=))-)*)H+))3K)kX)d)R)wa)j)훟))ǐ* #m*"g)R*r)b)t;)4)d )F*)^)Lk)S) (0))<)\)'3)EW(K(>((*)M)0$)')&))_)gk)2))ѻ)b)8)O))s`)8ۆ)Y[b))հ)tt) K*>9*^ܤ**E*G *>*&*i0**4*3W* E* -*Q*u\q*<0*\+***L**]*_+ V*t**`y*xK**k**** )m*q)*'*(*Ey*.;*1 ) )),))ξi*jc*|)}*!]*g!* *O7*rd**I **,*9d*Yp*&*B*~T!**d+**lR((((g( +() '=($(()(Im(qԞ(E((ް(?o(`)$)B +))-))d+D))K)o),#)w(ғ) u)5)U_)"7)>Q(W +(}n(?+/(a(@(T(@^(E() (HG(~(2e (mB(u(R(y $(T>((( ))*dk)K)K(7(((E()((4))W)ǖ)`)))+)Z){))`5)))ߛ)?i)\ */V*.***L*ol*7oS*V)7* C6)N)-^*$b8*@*B*,)H)k6)3)R)A))w)))<)w)')]m)@)E)hR)o))I),-*|*) D* +}x)$)()h))S)k)_)޴#iʹ#e#l!#h#`۴#[m#dR#_x#nk#kK#p?#m#g#b#jJ#f^#UX#M#Yִ#S4#EV#;_#K#B#]Ĵ#Wܴ#a#\:#Q3#H#V#N#q#o#s#q#lд#ic#nٴ#k۴#u#s#vI#t#p#n0#r#p#e#`/#h5#c#Zp#S#^#X#k#g$#m=#i#bX#]#e#`ɴ#/y#!D#7#+#b""#Y# +#?#4o#FG#<@#&Ŵ##0p#""{" ""8"\"v"*"մ#."X#~"d""""a#Ll#C#Q˴#I#8ڴ#,Z#@j#5#V#O#[(#T۴#G5#=R#MB#DX#z# #'#'""ô#"#1###9#-#ڴ"ش## #wV#u޴#xJ#w#t#qܴ#up#s#y#x#yд#xڴ#v#u#w#vA#o`#ld#qW#n#hմ#dX#kw#g#s#p#t|#rg#m̴#jj#o#l#zm#y#z#zA#x#wR#ya#xM#{m#zд#{Ӵ#{M#z #y$#z#y״#u̴#t#v#u[#q#o#sX#q#w#v#xش#w#tڴ#rд#v(#tU#_G#Y#b#]#R#J#W`#P#fg#ac#i#d#[#U#`#Z@#AU#6#H#>m#)#´#2ڴ#$#N#EE#Sr#Kʴ#;#.ȴ#B#7q#k#hC#nZ#k#c#^B#g#b2#pC#mZ#r#o#i#e#l#h״#XH#QT#\ش#VU#H#?N#N#FK#`#Zմ#d0#^#TI#L#Y#R"@%!W"f@"+z!޴!G?!帴!S""SS""w"!~"BZ!e 'F!!+ ִp폴,!lѴ ʴ!!It \] )Q"U"""2"h+"-"ȴ"U""g"Դ"6"f"y"+"z!޴!"!ͪ!$ !o "E"`"i"/z!%!M!뤴!a/=޴\ +yWUrh0)Ĵ$մ74WM]FE`d/I _2 +@Ǵ挴 Ȓ .T!)δ ĴxѴ4`}77(Vo*;NF=&7e#@"###a"Ԗ"޴"|".# #I#*#"M"ϴ#Ҵ"""X""{"!$"Gд"""o"ֱ""mg"3o"R"[д#3#&!#;#0##:#!r##C#8#IѴ#@a#+##59#'8"`"e""""~6"Ú"# +X"# #"t""o")!tG Ѵ!!S? d ͅ 4!״!l"!Դ!/ !z!웴ɴ@Դ"дHҴ> l[Q/"K" ;"pq"8 +!!ZR!!9""`Z"","$J!ڞ"N"ʹ =!6Ǵ ]h H! ! !f!as x  G#|+#{#|w#|#{(#zw#{#z#|#|e#|#|#{#{x#|M#{ܴ#y#x#zD#yZ#wD#u#x;#vߴ#zմ#z +#{R#z#y#w#yд#xɴ#}$#|#}N#}#|#|3#|Դ#|#}q#}C#}#}j#} +#|Ĵ#}7#|#{#{*#|#{#zs#y#z#z=#|k#{#|#|Q#{w#zϴ#{޴#{O#sȴ#q#u5#s&#n#k#p#m޴#vo#t#w#v#r#p#t!#qȴ#g#bô#jk#fO#]p#V#a+#[#m#iu#o#k#dߴ#_#h+#ci#x|#w(#yL#x"#u#s{#v#t#y#y#z#y´#w̴#vF#x#wa#q/#n`#r#pJ#k#f#mV#i#th#r##uô#sմ#o#l~#q#n#}#}#}´#}#}_#},#}#}U#}ִ#}#}#}Ҵ#}#}y#}#}#|#|#}#|ڴ#|5#{#|#|#}K#}#}p#}=#|Ǵ#|k#|#|#}#}#~#}#}ʹ#}#}ߴ#}ɴ#~ #}#~#~ #}#}ܴ#}#}#}#}d#}#}#}/#|#}Y#}!#}ô#}#}ش#}#}|#}M#}#}r#{##zd#{#z#yy#xX#z*#y3#{#{o#|O#{״#z#y#{C#z#v#uF#x#v#s1#p#t#r#x#w#y#x#v #t$#w4#u#|#|0#|ٴ#|~#{#{#|#{#}#|Ĵ#}>#|#|e#{#|#|G#zP#y[#z#z #x,#v#y #wӴ#{^#z#{˴#{-#yɴ#x#zn#y}#OĴ#GP#U)#Me#=6#1>#Dm#9ô#Y#R#]#W#Jݴ#A^#PǴ#H>#"#״#-#"B"2# ش"#6W#)#>[#2#ϴ##$D#9#a#\l#ez#`j#U#N/#Z}#S#h#c#kj#g#^#X#b#]#EN#:#K#B#.t##7]#*c#Q#I#V#O#?E#3#FS#;"8"b""C"t&"<"C"e@""ҡ"""""ȷ"!l!"(!!#\#U#`#Zw#N!#E%#S#K#(5# #2###"'#"#:#-#B=#6## |#)#,M/,m/,:[,W,0,3,y,,)%,Cq,o(,1,bFr,,Mm,m~o,m,ҋ,,~,- ,.,\,},I,3,m, +,,,P, ,!+ E,,:c,W>,)?,C+8c,>+·+u,,m,1O, +, ,y.,`,b%,p,),,,6,M,m(,9,Wf,,79,x<,- y-9q--(-TԊ-t-B-_ +--O,- -0:-Kg-!_-9X-fj-J-"---ӹ^--s-i-7-U-tA-5-C--8,,,,穖--(#-qx-, ,Ґ,˲,IL,- ,܍c, -B-_-0-K;z--#-i-A- -9W-Oh-([-T-tJ-A-^v+c+ث++(+.,a+@,++b+]++~+J+?+u,(z,B,,0,atk,G,LU[,l@u, +,+,,9,V(,'$,A5+xQ+u+`G+^K+_+·&+x[+B+J4+k/b+67+T+T++v+J+_,(++,,/l, (,+X++mp+-+,A+B,,x,,},,UL,,C,ѻ,w},.,`CC,,,c,,)--,- ,|-0"-J{ - *-82,~,,;k,塊-}-'{Q-> -5-,Kw,j ,72,T,g,W,u,,&_Q,@[,w,.2U,^m,,I,h,K,j,,,&m- +B,,$,,q,,c,Ŷ,>,E,ήD-w. +*-ݠG-..5U.$!.%%-un-߶--.c.F-y=. +.O.lU.=p.Xl=.(.U.v(.7.-p.F.i.5/.b K.B.Nٳ.k--R/-U-_-lY-n\--dN-4-i-u-2-X-(--"..%N.`D.Y.=-B.W.,.Ek-. +8-܆~-T .v.4m8.@.$ ...P.}B.DS/R.ϓ.W..C%..8.R.g.i.a//%//}/;d/T/,o/Ce.,/ .xn/W/S/3xV/K'/$.v5.H.a86._2..‹.:.r.MO.j.<).Vj.ʫ.W.t.]y.Χ.Ǫ.O.&/CQ/*.T/ +.Uz.s..h.p...-h--S-s-(--~I--@-]8V-/?-I5 -}-}-g---3{-O-.0.yZ-0E. P--P5-\-G-}-}-Ǔ(-^--6--&6-R+ -qM!-? g-[q-0-Y,i- l---Gx-s-5=-k--{-m-----e-d-P/0-n@---&- .+K.D!..3._.~.LT.h0.&.#~G..*.:.T.*K.BD*..c....,o...ro.c.]p4.|6K..{.t.3-.*---.[.1KQ. q.!-ŋw---.!F.y-L.i.J*.fY.8}.RIN..).o~.E.(I.?.qv./.Z.x.G|.c.+$ f+?+Z+,[+^NR+>+HT++i ++n*6+ p+4q+R+"v+=)+.?+fY+uU+_+d++++t@+ ++\5+U+6+e++3*#**Lm*-+5+*Q+L+J*X*ʽ**'*쌬+ *ԡz* `+FG+f+2+O+++q_+{+ ++;!++(s&+Yă+}?+D"+d,,,+a,j,6W,R,$|,>+,;+r+x6,,,,,,sà,j,\,~,{>,f,3,ئ,G,f,4,P#,L,V,qR,X0+0+-+/[+l+[, +ۺ++&++++Q+#+4+Ϙ,#1*x:*#9*^r*B'*r**z*C*»*G_*i*3*Qo**q*K*T*&+ȯ*{*f **I*u^F*{,****+o ++WTh+zi+a+Qc++l+A+a+.V+K+1+#+[+lQL+Vy+D+++Y,Ԫ,(S,z,+!+0+K+!+Q, S+ִ#+++6+ O+$ ++Ti+wt+?8+^i*.+$0*䋡+CP+,m+Hք+K+4+ϭ++*+<+X+8+ǥ+ʹ+i+/+Rk`+tq+++f+ +,1,,,ᢲ-"-$--n,},̖ ,D,m,--,թp,-=&-Y1-+Y-EU-y4-ۭ-b---38 - -"-MB-l"-:$-V,,,P,%A,[,I,u,1,n=,,W&,yO,W,4,=,-`-,-e-)y-B--0, ,,<,8- F- ,d----X-v-|&-J-0-- -^-R-v--r- y-{ -. ٌ.-љ.p.5L.OI(.%.=-v.Z-A-U./.,^ . .>-_v-,-KO-h -ճ-h-x--8`A-S2-'X6-@-r--\S&-|->!-۳3-!--q.-ci.V-~--9-g--RQ-k-,C.,a,0r,K,8,@,kq, ,u,8m&,W,&,U$1,v",@8,^9,;$,ǐ,m,ʿ,H-A,2,,,,',=d,,$,ڕ,T,,+, ,.7,I\,qP,6 ++R+gz+ܮ,>,$*,{Z,,h,,,RU,r,,=, y,j,>1,[,+,F,}~ ,%v,e[,I--.\- -7-H-e_-58-PL,-,h-( +-$O-=/-(-+-`-_-n-\--Ă@-[ +-T-X̍-xV-D-a-Q--">-B,.^,,,-{-v,Y- B,`,C,yV,!,B-M, ,LQ-2-LZ-"$-9-j -?-U +-sO--(/-lZ-"-Au1-]-/-I4 ) + :O۱ +.!gKB! 䀴 9M N}s3ٳݭrճyK7(,bͳL˳9?p=ôH a +@ ̴kE޴64dd| +-&; ;X7p4X<  Į9=u +3*̂R}"A2edɳ+ó|ijҘW݁bڳuU TUx}zB0%g1|1^uURƳm[V7@}˳ҵ`^ݱг' z8B˚zh0:̑g ؏~Ɓiҗ3ɦivLVNmľȡ1۴Q*~}Ss7 ۴ G ,gmδ!x ĴukjWi]?%oT]y=_%JWf޴pAi?ᤴٴ-(C,;ȴHH{״ۑ,Pb_~.޴ +@GѴ  ^اEp γx%Jw 10 s'ƾ\$xӼN ? 57̴ t# +_auz%ڴ[ . y 0 ]̴7!jYIC)f6KyܴT0;jzl/2n/3 0ܴ2j333;.3352QI082BQ3]2ok3"4#4-oJ3y4t4Z4)4<4l[3333D4!4J 4<4,,󲌺1|N02l9@ 18V+Xu{xDqѲܱ6 3: r3m2 3[N3433P2g$3d0?SL23N3q36g3\A4K4ȕ44GY4ڕ5 4ԥ4*,4~4O4ZD}4644+4[4€5&5C5S5/B5cM5R5MX 5oR5}545 5j58#5W5%q5A4;GX4jW4y4Ib44L4|dA45z4`4*3R4 t4X+4494gI444B455.~5A5g4"44-|4H4:A5 ƶ4Ѓ4bjU<3IfXkRV@,}G᳒s}lϪJ- 1޵Z:̴2;3Wx2X3$ Đ$5f022̲Z6}1"56Nl ; Y,Լѳ̳VtͳJMX["W"4^Jͱгֲpopᱳ9ȳ`.(#"3i3h3{!374J,4F34'm30X32Z3Q3΍4 + +3&3u4y +44Ug44Ɗ4ܵ4,445o`4cآ4#4C46L44t42A%3 +x2ؙ3p?3<3)=3{kb1 YM;2%+3Fc2(&3{3a4$3zM44P84 F414^ 33ݝ3gκ34*<4?34, T ʹlUao O!D ȴ_ 8aڴ[f<:%>R*}h +gr V!![!1!m 痴 G Y"e!>"1;!!L !Q!) )^٧4١Ѵ )yp 1@K`WZԴ [*+n + Q hŴʹ T  MM +kOشW6(ȴ%j%DKMw@ul﮴DwHŴ y 摴$ ĐMߡݴ wB´l"Z"."~"J!ө!uʹ" N!"д"p/"۴""7I!"_"#X t dִ!V ڴ阴 5ʹ'!o!2!ʴ! m!K r"б"d""ƻ";"Ny""t" "n#u"$""~"´"a"N!۴"3Zk$3n3(3{T?zj\C jGd4c HhYгH0vqU!2"3/12Ӑ"DzVnJʳӎs2;?~HupNO H $ J"d +{l|9[,JԴc +Z ,X[ѳ5Jw]sB |#!ڴش6 I ckb-fp7̴3 gʹ $) +|>mXX m8 + ۴{ pMg곬n{#Ǫ]߳ڸTѳ-0s5vïp)]:NijmaPew* IJ +[(PKev@+ec:H LV,ܳ-:ЂpZ/߳\S 3 +ܳg۳ų³_'ٳsP<{&2&I& e&4?&f%&(&M@&k&`&"$5&&e&7S&R6"&$&;"&&j&?&&&G&Ȝ&{&r&6&W&yw&=F&R& }&c%&\%/%:&q$&'v&I& J%&%z%d%% &j%%&@Q&^&+'&Ec&&i&eQ&K&U &0OP& !R&Q&L&m&5&S2'2''G!&C 'U'E'h'.'N2&à'G&ƃ]&M[''6ҵ' c'"'LM';'s''_'',R'G'WB'G'?x'bbX''''}&'& &Y&&'& N&$&p&@&v&&&&&]C')'Hl''1<'mb''R+'y{'o'&J' y':ќ']K'%n'DGW%%%%%O%ؐ%K%%X%%rٔ%0%י%%O%+%& %I%U&!v&;+&`&'b%%" %1%&!&:T%&3V%_-%oվ%N%\T%~%x%n~%ڪ%?%KHw%21%K&ɻS&'&:&ģ'@') &'6'~'#'b'U'{';''r'H'n'2'TQ9''r'|ie'S(Ix_(n(3U(Ti(^(ޱ({v(ë(K(='h('((m(` +((G(le(8(( () ~)"2()(H(!(((4)m(ï(4Y'w('J((1(R(cr(;'E[''?'Ӻ( ('['a(((y(c(^ (((}.((g(Ff(k(0|(Qt(*( +(xoy(%'%/c%~%$H%:l(%I%-|K%9%j%Y%O%E%"up%-%/%"%\%tW%JJ$%_'%%LM%ye%%:|%L%-(%=d`%c%%Q%ir% o% %%%'%% t%w%w%8%/&%%% %%%"%0A%%%Q%ABs%V +%3%F%%n+% V%zF%) %9#% Bl%.6%ɕ%*%V%l%Xk& 53%ժ% +%"b%N%Q%%D%Ed%8g%&#W/&@Vw&&+&c"&g&JTs&oF&|&1:%& &4|A&U;=&!F`&>O-%q+%%]v%zd%%%%%"%Mb%fw%?%U%`%x%p%%Ҍ%%%~{&n&*(&&z%c%#*%+%% & %T%F%%%% %%َ%% +%u%Þ%t%%T%f%Yw%% %Y%l% h%c%%%O%%/% O%%S% %d%%L%~e% K% +%^%% v% m%_8%%é%j%%e%"9%/%% \G%% +% %-%%%A}%g%%%[?%%"%a%% T%$C%4-%G%,L %|#%R%5<%ٓ%Q%k%%%u%ˣ%x7%/y%jOW%%%xB% %M% %+G%!%*=%8:%Jh%6 G%D%#&%+d%(ӈ%/R%5K%By%7%B<%_CZ%yU%Wq%nK%%!%+%J%Ry%f%P%bx3%`%ƨ%x%H&UR&&&3B&' &Ȗ&v}&|z&&a&g &Z&I&V}&!'D'<̋' 0''z'`'zx'G'm&@'o&߯' +S'1l'S +'Kq'z&&*&aq&&J @&oC&K& +&[&V' J''N&k'&&&&e&T*'u&_M&U'''B''('Nji'>'{'%'`'IL'Ұ'MP''i((;( ((&X(]H(T(E(j'7('*(-(02(Q(#(;$'G'mB'2 +v'S 'Qx' +'|c'o''=' ˙'('`'Ϙ'HQ'n2'ǽ7'Ly'B'( ('0"'(c '%`'4e'$5''(=''Q&b&%~9& .&51&V&#&A%tI%%ƈ%柩&&.<&&&~F&1&dVs&H&4C& Y&&&M&s3&9Ǽ&[CF&W&q&i&%~%%%C%:&%⭅&%%f9%vg%1%bu%9%%@&(v&Ff&n&4I&j +&r&T|&zD& &$&g7&i2&A &c ~&0&N&n'&' '3m'U' rp'>&(t&&Z&؛''*''y'~ ''c&' +'l'}O'''KF<'q'6'Xj''.'g'$o& B&&R&E&&!_' V&&&&It&sP&p&r&Ax&|&Ȝ'#H'B)R''.E'f'E'O/x'vO''&5' ,':$']9''}'Fr#~#~#~$#~#~ #}#~#~#~*#~$#~.#~)#~#~#~##~#}#}Ҵ#}#}#}#}#}̴#}#~#}#~#~#}޴#}Ŵ#}#}ڴ#~2#~.#~6#~2#~(#~"#~-#~(#~:#~6#~<#~:#~2#~-#~6#~1#~#~ #~ #~#}#}#~ #}#~'#~#~,#~&#~#~#~#~#}f#}.#}#}X#|#|#}#|Ӵ#}#}|#}#}#}J#} +#}p#}9#|'#{#|v#|#z#z2#{w#zƴ#|#|\#|#|#{ߴ#{G#|7#{#}Ӵ#}#}#}̴#}#}a#}#}#}#}ߴ#~#}#}Ĵ#}#}ٴ#}#}(#|ߴ#}T#}#|#|#|ʴ#|i#}x#}C#}#}k#}#|#}1#|#~>#~<#~?#~>#~:#~5#~<#~:#~A#~@#~B#~A#~>#~<#~@#~>#~0#~+#~5#~0#~$#~#~)#~"#~9#~4#~<#~8#~/#~(#~3#~-#~C#~B#~D#~D#~A#~?#~B#~A#~F#~E#~F#~F#~D#~B#~E#~D#~=#~;#~?#~=#~8#~2#~;#~6#~A#~?#~B#~A#~=#~;#~?#~<#~#}#~#~ +#}#}Ҵ#}#}#~#~#~'#~#~#}#~#~#}#}#}ʴ#}#}[#}#}~#}K#}ݴ#}#}#}ִ#}#}q#}#}#~,#~$#~0#~*#~#~ #~"#~#~5#~/#~9#~4#~(#~#~-#~&#}#}#~ #}#}ʹ#}#}#}Ĵ#~#~#~#~#}#}ٴ#}#}#y5#w#y#x۴#vs#t#w#u#z#y#{#zL#x#w #yQ#x#ri#o˴#t #q#l#hʹ#nδ#k#ue#sJ#v#tҴ#pȴ#m#r#p +#{#zܴ#{#{Z#z#x#z#y#|G#{ȴ#|#|$#{(#z_#{#z#w#v!#x#wB#t0#qɴ#u#s}#yn#x:#z#y#vô#u#w״#vE#c#^#g#b#X}#Qa#]#Vu#jZ#f#l#iH#`ݴ#Z#d#_%#HԴ#>#NӴ#E#35#$Դ#;v#.#T7#LL#Y #Q#B#7ϴ#Ip#?#o#kϴ#q#n5#g#b#j#fp#rٴ#p,#t[#q#m##i#oD#l#]m#Vݴ#a'#[f#Ol#F#Tմ#L#dմ#_#h$#c4#Y#R^#]#W;#|Ҵ#|s#} +#|#{#{k#|R#{Դ#}8#|#}`#}%#|#|.#|ڴ#||#z#yҴ#{4#zu#x#w^#y~#xU#{#z#|#{x#z0#y.#z´#y#}#}Q#}#}u#}#|#}>#|#}#}#}д#}#}e#}*#}#}T#|]#{ݴ#|#|5#{C#z#{#{ #|޴#|#}#|ƴ#|#{}#|a#{#u#s#v#u #qE#nj#r#pK#w#va#xʹ#wt#tv#r"#u˴#sϴ#j#f#mG#iȴ#a#[ɴ#e#_޴#o|#l1#qk#n#hQ#cw#k*#g#y#xl#z;#y9#v#u9#w#vn#z˴#y#{J#z#x״#w#y#xt#s#pg#t#rK#mo#i#o#lX#uݴ#s#w +#uE#q}#n#s!#pu#~G#~G#~H#~G#~F#~E#~G#~F#~I#~H#~I#~I#~H#~G#~H#~H#~D#~B#~E#~C#~@#~>#~B#~@#~F#~E#~G#~F#~C#~A#~D#~C#~I#~I#~J#~J#~I#~H#~I#~I#~J#~J#~J#~J#~J#~I#~J#~J#~H#~G#~H#~G#~E#~D#~F#~E#~I#~H#~I#~I#~G#~F#~H#~G#~<#~8#~>#~;#~2#~+#~6#~0#~?#~=#~A#~?#~:#~4#~<#~9#~##~#~)#~ #~ +#}#~#~#~.#~'#~3#~,#~#~#~$#~#~B#~@#~C#~B#~>#~;#~@#~=#~E#~C#~F#~D#~A#~?#~B#~@#~7#~0#~;#~5#~*#~!#~.#~'#~<#~9#~>#~;#~3#~,#~7#~0#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~I#~J#~I#~H#~G#~I#~H#~J#~I#~J#~I#~I#~H#~I#~H#~I#~I#~I#~I#~J#~I#~I#~I#~H#~H#~G#~H#~H#~I#~H#~H#~I#~I#~I#~I#~I#~H#~I#~H#~I#~H#~H#~H#~H#~H#~H#~G#~F#~E#~G#~F#~C#~B#~D#~C#~G#~F#~H#~G#~E#~C#~F#~D#~?#~=#~A#~>#~:#~4#~<#~8#~B#~@#~C#~A#~=#~;#~?#~<#~H#~G#~H#~G#~F#~E#~F#~E#~H#~G#~G#~G#~F#~E#~F#~E#~C#~B#~D#~B#~@#~>#~A#~?#~D#~C#~D#~C#~A#~@#~B#~@#}#}Ǵ#}#}ڴ#}#}x#}#}#}#}#~ #}#}Ҵ#}#}#}ȴ#}A#|#}h#}-#|#|:#|#|#}#}V#}#}y#}#|ȴ#}A#|#~#~#~#~#}#}۴#~#}#~$#~#~)#~ #~ #}#~#~#}#}#}Ҵ#}#}i#}-#}#}U#}#}Ǵ#}#}ڴ#}#}x#}#}#{#{#|#{#z@#yB#zд#y#|d#{#|#|<#{L#z#{#{#x#vx#x#w#t#rX#u#s#y#xv#zB#yC#w #uH#x#vw#|#|#}#|Ǵ#|#{#|b#{#}@#|#}g#}*#|#|9#|ߴ#|#zδ#y#{J#z#xڴ#w#y#xr#{#{ #| #{|#z<#y;#zǴ#y#~.#~'#~2#~+#~#~#~##~#~6#~0#~9#~3#~(#~#~-#~&#}#}#~ +#}#}д#}#}#}Ŵ#~#~#~#~ #}#}ش#}#}#~;#~7#~=#~9#~0#~*#~4#~-#~=#~;#~>#~<#~7#~1#~9#~4#~!#~#~'#~#~#}#~#~#~+#~##~.#~'#~#~ +#~#~#}#}S#}#}u#}#|´#}=#|#}#}#}ʹ#}#}a#}&#}#}N#|^#{޴#|#|1#{B#z~#{#{#|ڴ#|{#} #|#|#{r#|T#{Ӵ#}޴#}#}#}Դ#}#}p#}#}#}#}#~#}#}ɴ#}#}ٴ#}#}6#|#}\#}#|#|(#|Ѵ#|p#}{#}F#}#}h#}#|#}-#|)FD*8)) * t*<**()){)4)z*?*)渄*_3*\#?*W*Es*g&~**D*46* *1*Ob3*w*:*r6**Y*~))b) )Z)Ι))/)ED)o>L)Ǧ)U){a))• )-)S*_ӓ*u"*n*ߏ*X*+*IH'**5!*k~**S*wW++B+Œ+Q+ ,T+5+A+z+ U+}T+ +r+!|+z+,g ,3_, l,"c,Oyl,on,;,XT+,'+-W,,)Z,C,`,1:+d_-++M֚+o<++m+Z+/+9+WZ+'%E+Bp+z+t[+b+=++++|#, +R, Bt+,C++Ç+K+S+i,_+̎g+, +, ,y ,S,n,ґY,,j,b%\,aw,L,l,5,U,,,G- +,c%,H-_@-6-)-%k, +,䄈,9,/N-.-{&,-,9,U ,'l7,AJ,vN*,,^q,|,h,.,,2,Ic,h,6),R,N,,,98,8,j,ë,,,B,rQ,,d,ϣ,:,Ҩ++/Bu+'++K+l+7*+U%*c+W*g+C+%+@+[+-+ta+p+x++i++ +\+_+o+J;+j++<+$+'*={*$!**A+P+*+ T*\**X* *ɏ*0*4*\+6C+Sʸ+$q+?*+u+j+^ +++[+,+V++H+hȹ+5 +RJ+,+,jY,%DW,>,,,o+P+E+ +ӪI,IK,>+Ƒ, h!,[u,}G5,G,es ,,,h,,4I,Oa,#<,w((]ظ(g((͠(()o)2n)y) )R)x)*_ +*+^*H)g*=)ɸy)ĭ*M*4* +*")=')^6)))H),)K)k8))R)3)=)!O)S)y9)>,5)`)W)) {)%)*u#)@*ܗ))P.)Ԃ))^)wk)()'('($(2(S( (=['3'd' +R'L(L(* 1(pt(s((z ((`y(2e(>(_(({(Iu(n(4(Vaa(x(hc(}(SE'/''e'J'ZA(K'βV'r 'up'8'l\'f''j'('("B(@k(z(,'(d (p(L(r((;]'-( 7(8(Z&(%(D3(xK)!(g)%)*)Ib))5((@((1/) + )">(A)})m#))UR){ )))))?)b),9)K;))U)o^)(˓(%(((F)ί(ߝ(CL(,(5(hn({((՞((e!)})7H) )%)W)}H)Bo)es(7v)ƪ(A1)C)/^)N)%4):Vi*a*M!*j*7*"*H8*9Q**Sz*wC*>v*^˼*mg**1**4+ **+#|7+=)+++3*ĕ* *_9*+P.+ *e+ *+5*H**4]*j)**S*w^* 4I*#)֣**>h*_'*,=*IU* **n**w*%*lJ*q*Z|*&*kR*f'*oC*κ*MK*+\;+Ԭ+GV8+gQm+=O+++R+4*+Q)+"N+=#+ra++[y+~o+Ƌ++u+y+>,x,^+, ++ ++;+X+x+ل+k++D+4++ +3++F&+fJ+3m+Pu*+ Q*٘**S+"+<+"+*+k+s+q+B++d++"+Zګ+} +F<+el+j+++a)*3)˶3)(*9*5* *#)+)׀<))b)*l)*f*Tp*x0W*?@*`1W******-8*J*v*7 + *lU**U*yk)N|)an)I)E))U))v)s W)u)[]Z)j)))w)* [o*%q(){@**Asw*a*.*L~)*B)^)p*L*94*A*''*ɭ* *}*F@+.c+*#u+ "m* *X**A*W**Ž*+3Q+P>+"+<+q<+[+Z+}H+vQ++"++/o+FjO+e+3s+P***nt*C**uH*L **X5*|Q*Cհ*d,**R*W*a4*\+ *F*b+#Sl+=U+;++M*[***\/++ j*f+ r#˴"## Ǵ"["ڴ"m"k#*̴#ϴ#4#%#*"8# #>""w""w"A@!"ho",?"Ԭ"C"´""˴"V ""z#<)#/#C#8# ##+#Ҵ#I#@G#O#G9#4ܴ#&#<#0""# B"ߴ""C"d":#)#S#"#D"9"ϴ""y!!B!!o % ִ! F";!@"E~"[!l| !!I_U{\meu7(( Xy  'nӴدm"j"/۴"'"Y!_!"!Ĵ""|۴"""H""nq"4!'B !s/ k1/ a!!R!H!Q 2!. h#U8#MS#Y#Rô#D*#9-#Jc#@ƴ#]#W#a״#\#Pm#G#U#M#,8#̴#5|#'P# +H"f##o#=w#1D#D#9#"˴#3#,Ǵ#R#eP#`"#h{#c#Z##S#^#W˴#k?#g2#m#i#b #\G#ei#`D#Jմ#A.#P#G#5δ#'#=״#1#U#Mմ#ZC#S:#D#:#J#Ab"O""놴"Υ""\J""P"V"⸴# +"_"*"2"մ"" ,!"Li" f!z̴!!!Y"p"7"x"_!!"#l!#Ĵ#G###"샴"""´#->##6#(# "##"Z""I"!"M""r":I"ʹ""k""B"a"""Q`s|fŨm~'F3PNĴl1 d +nV q1ҴVI^Z:qx?ʴZ|`i},=GִQ0´+umR %a^%zyxɁf5aɴδ +ܴƳ E %(Cfkl$DV"R}zۥqm#1Iv E m ʴwG +UĴy "Ŵ ~%`1pR( w d*Q =KK̄%?%״w +D۳ ;u^| k _ <-o!5 ϴ!L! +M Iߴ w{ϐ;״^,2^D!`>G3޴ Nߴ]!!_ߴ!)!. ' Eմ!9 I"&!\"Ow""!_!̴!!c"ִ S̴sn.Yj ~ز K޴R~F {)HBg!] +Ӵ f8 ˴V C(Uۍ ^Q薴 +]P +#hfgѴp:fV}v,.I %ALŴ~2Ǵ 2 +ϙ07ôd@^޴zl#o#lx#q#n#h#c#kD#g=#s"#pw#t#rV#m#i#o#lb#^4#W#b#\b#Pô#G#Uɴ#M#en#`H#h#c#ZE#S=#^*#W#u#s#w#u?#q~#n#s#pk#w#vk#xѴ#wv#t#r<#uδ#sδ#k<#g+#m|#i#b#\=#eR#`)#o#lM#qe#n#hc#c#k$#f#> #1#DӴ#:$##\#F#-f##J#Ax#P#G#6)#(#>#1""o# "W",""ۃ"# #.##V#N"툴"Z""䄴#U#Mʴ#Z.#S#D#: #J#AD#^#W#a#[#P#Gմ#Uv#M}#-D#ʴ#6#(/# ";##Ӵ#=#1#D}#9####,ʹ#t#y#xc#z0#y,#v#u)#w#vZ#z#y״#{1#zl#x#w_#yv#xH#r#pS#tj#r +#mH#i̴#oW#l#u#s#vδ#u#q=#n[#rݴ#p+#{#z#{#{`#z#y#z#y#|E#{Ĵ#|#|#{!#zV#{#zڴ#wʹ#v6#x#w=#tA#qմ#u#sk#yY#x##y#x#v#tʹ#w#v#e#_#h3#cN#Y#Rƴ#]#WU#j#f#m#i#a]#[#dŴ#_#Jy#@۴#P#G{#5#'#=#0#U#M,#Yj#RH#D#9#Iݴ#@5#o#kش#p#n#g#b#jn#f*#r#o#t#q#lݴ#i #n˴#kp#]r#V#`#[ #Op#F#T_#L#dF#^ߴ#g#bp#X´#Q#\#V8"sŴ"<&"-"c!!"'2!_"R"δ"t"p"P""tW"=!< {!! 8\ ޾!b!e|!!״ . O!@< "n""N""Y"c"""(" # <"Ĵ"ʹ"ɴ"ڢ"״"'!I"P"ȴ!!!!f "s"<"}"bش!Ŵ!%"'!޽yڴi|$۴;>ִ \au+7Vc] ƴ'9 `RSWIY ◴ B Rs-,՗!@ !! mem BmXVg|:='M|ܴ 2д+޴dlƴ#L# #"#"f""M"#,##4#&# +x"#M#ٴ"ߴ"Z"~""OR""r~":"="6"."U""`"ʴ":#!ʹ! -` Uܻ!ȴ!^!! ϴ I!5w ((;g(G((B(‡(k(.(T(((>(Ԗ(-(.6(\(((J(:(a(]((3(,(((/L(1(z((/u(4(((M (ոq()(4([('(E(((֢( +(('(9$((4(#(*(((7(((z(((w(b((~P(i(P(i(UP~(C!(V7(Ca(#(j(v(k(W(D(W(E(2\("(3,(#G(((j](L8(3|($p#(4(%/(#($(۽( I( (l(tb(mj(XJ(Fl(Y(G2(ٓ(n1(9#(n(ZO(G([ (H(5s(%(6C2(&(( +`(J( (7('b(7v((y(( (( }(4(hY("((Rh(z(ד(@()(Ё(:l(((((%s(U(?((((1( +((W(l(a( ((S6((((7[(R(!(/(U(E(f(Y(מ(<(G(a([(`z((==(Q(g(ί(YJ(v( (1((1(q(2(щ(^z( (4(o((pSu([d(If@(\u(J(8w(pZ((q(]#k(J(]\(K(8tl((ձ(9,N()O(r( 7(/( (9(*Lm(:j(+ ((Y((((r;((r0(^wh(L5(_!(L(XE(ss4(o(t(_Δ(M(`(No(;[(+ӻ(<(,((\\(^C(>$(<(-{(=(.`(C3(.( 7(1H',''}l'`F''_z'''t'㤿''''P*'+'Ў+''m'*'M''D'}#'r''y'''-|''ם'I'~'?'='<'D'ѷ'c''c'?='(T'U?'v''''r'Y'@ '+'''Ab'0''O'@'8''p'k''f9'P'hr'R'=P'+'?'-?'j'Ts4'l?'Vr'@֛'/3'B'0'' ''v &e&r'1&W'f'!' ''&'S&'n=''X'p'Z۾'D-'2P'G'5*'s v']P#'u'_'I'7z'L*':.'"t''$Y'''&'& A''='pr')%'a' M&~' 5'j:(N'e(Α'L^'O<'ċ'k'(q'(g'y'm'ǰP' _'k'^z'+'u'4\'Q='9t'''Z'U'K'''r'S'EF(C'P(.,'6o''G(''G()'@_(8y'u3'G't'K'p'0''=\'\'ID'C&'mm'o'y'O''t''҄'U'r'x'bm'{'e'O '= Z'R(2'@*' 'iV~'^'m 'U'CE'YP'G_','&'/'!'m'?'i'c'3F'$v'71'(I'' +?'G''a'q N''u']ox'KE'a'P 2''zE'_'L'f'U4'l'Z';Ey','?'13y'"w'r'#ݓ''E1'6gI'J'<,')'v'.'"(-(V6(צ(C(*( ((Y(C(ׇ((@(1(x(( (((i(((((((,2(,:(49(_\((K%(r(((u(;s(%(t((i(u__(a;(O>L(b(P(s(v&(Ĉ(v(b(Q (c(R(>E(/V(? (0`(!?R(Hg("\(w(@(1(A(2+(#;(G($n(1((w((x(d(S1&(eҞ(Tp((yU(p\(z/(g (Uէ(hqE(We_(C(4(Dg(5(&c(g(((k(E(7PQ(G.(91()׶(un(+q(z(8((a(9(0(((|D(q(}g(j (Y'a(kȃ(["v(o(u(Q ((m(]_0(pt(_(I(;L(K(=(.!G("+(0O($(N;(@L((P(CB(3|7('(6(+(Ue(.(j(M(r(bN(u(e (/(;(x(i.(|u(m(T(F(W(JM(:/-(.(>#P(2([uB(Nx(_ր(S"(BZ(7(G|9(<~(^?'( '|'˿'k'j'C( +G(0( (*';'f'''Ø '6'ƊD'?')'XH'I&''''a'P''''(-4((T(|t''''(((_8( +'-'b(0''\g'm'n''W']'~'11'ګ1' ''ѫ'''āQ'''c''['r'a'yz'g''''+p''oN''x6q'Q'B8'X'I'5q*')'<''0!'_'Q1'h'Zq'D'8'M'A' 'T'J'F'['ؿ'''|&'jl'2''D_'C''u'r>M'd<+'|'o'W'L 'bc'W:'m'{4' 'P'n'c'|v'qu(( (((g'(+'9({(( s(( 3(( ָ(5'&u''e'''''s'R'挧'''i'Η''ן/($b('(((k(( +)(!((-:($(3,(*(,(+(r(" 3(a('d(m('''\F',( (^(P( ('(H](F5'\''u'G;'''g''8'l'x'B''DL'W''\'^'r'Z' 2''d'.a']'q'3''['{j'P'''׶'λ*''S +'ƙf'>['l!'I^'p'%;'}'Q!''ؙw''N~'''؀' +'1 'P''h'b!'ɔ'U'&''9'&p'ӊ#d#gM#d#g6#iY#kB#iQ#k3#d#g#d#g#iG#k(#i1#k#m#n#l#n#p#q#p#q|#l#n#l#n|#p #qr#o#qb#dw#f#d`#fڴ#i#k#h#j#dL#fƴ#d<#f#h#j#hߴ#jش#l̴#nm#lĴ#nc#o#qU#o#qG#l#nR#l#nI#oٴ#q?#oд#q6#rش#t#rɴ#s#u#v#u +#v#r#s#r#s״#t#u#t#u#v#wô#v#w#xy#y##xq#y#vܴ#w#vϴ#w#xh#y#x\#y#r#s˴#r#s#t޴#uܴ#tմ#uҴ#r#s#rx#s#t̴#uƴ#t#u#v#w#v#w#xR#x#xI#x#v#w#v#wx#x?#x#x6#x#d,#f#d!#f#hд#j̴#hɴ#j#d#f#d#f#h#j#h#j#l#nA#l#n:#oȴ#q+#o#q##l#n1#l#n+#o#q#o#q#d#f#d#f#h#j#h#j#~J#f#~J#f#h#j#h#j#l#n$#l{#n#o#q#o#p#lv#n#lo#n#o#p#o#p#rl#s#re#s#t#u#t#u#r_#s#rT#sz#t#u#t#u#v#wn#v#wf#x*#xִ#x$#xδ#v#w[#v~#wL#x#x#x#x#rG#sr#r9#sg#t#u#t#u#r(#s]#r!#sS#t{#uz#tr#un#vt#wH#vi#w>#x#x#w#x#vc#w7#vY#w*#w#x#w#x#y#z;#y#z3#z#{#z#{#y#z*#y#z!#z#{#z#{ #{{#{д#{t#{ʴ#|#|^#|#|[#{o#{Ŵ#{g#{#|#|S#| +#|L#y#z#y#z#z#z#z#z#y~#z +#yw#y#z#z#z|#z#{`#{#{Y#{#|#|H#{#|B#{T#{#{L#{#{#|;#{#|3#|#|ʹ#|#|ʴ#|#}%#|#}"#|#|Ŵ#|#|#|#}#|#}#}I#}i#}E#}d#}#}#}#}#}@#}`#}<#}]#}~#}#}y#}#|#|#|}#|#|#}#|#} #|w#|#|q#|#|ݴ#}#|״#}#}7#}Y#}2#}T#}v#}#}r#}#}.#}P#}(#}J#}m#}#}g#}#yp#y#yg#y#zu#z#zi#zڴ#y]#y#yS#y۴#z]#zϴ#zW#zŴ#{C#{#{9#{#{#|,#{ߴ#|&#{0#{#{'#{}#{ִ#|#{δ#|#yI#yѴ#y=#yƴ#zN#z#zA#z#y3#y#y&#y#z6#z#z&#z#{#{t#{#{i#{ô#|#{#{#{#{[#z#{N#{#{#{#{#|j#|#|c#|#|Ѵ#|#|˴#|#|\#|#|O#|#|´#|#|#|#}"#}C#}#};#}_#}z#}Z#}t#}#}4#} +#},#}R#}m#}K#}c#|F#||#|:#|r#|#|ٴ#|#|ϴ#|-#|f#|!#|Z#|#|ô#|#|#}#}##|#}#}?#}Z#}5#}Q#|#} #|۴#|#}*#}E#}#}7#~J#~J#~J#~J#h#j#hƴ#j#~J#~J#~J#~J#~J#j#~J#j#lh#n #le#n #o#pݴ#o#pӴ#lg#n#ll#n#o}#pʴ#ow#p#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#lq#m#lr#m#om#p#ob#p#~J#m#~J#m#oZ#p#oO#p#r#sM#r #sE#tg#uc#t^#uY#r#s<#q#s2#tR#uM#tH#uB#vM#w#v?#w#wܴ#x#w˴#xp#v4#v#v"#v#w#x^#w#xK#q#s(#q#s#t8#u0#t,#u#q״#s #q̴#s#t#u #t#t#v#vش#u#v#w#x5#wy#x!#u#v#uʴ#v#wc#x #wG#w#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#oH#p#o8#pr#~J#~J#~J#~J#~J#pd#~J#pR#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#q#r#q#r޴#s#tٴ#sִ#t#q#rŴ#q#r#s#t#s#ty#u#vu#u#v\#w-#wѴ#w #w#uq#v9#uO#v#v#w}#v#wL#qy#r~#qX#rY#si#tU#s@#t)#~J#r#~J#q޴#s#s#r#s#u%#u۴#t#u#v#w%#vU#v#t#um#tz#u2#v#v#uʹ#vd#y#y#y#y#z#z#z#zu#x#yy#x#yg#y#z^#y޴#zN#z#{=#zִ#{,#{#{Ѵ#{|#{´#zô#{#z#{#{h#{#{S#{#xʴ#yP#x#y;#yȴ#z7#y#z#x#y!#x~#x#y#y#yu#yݴ#z#z#z}#zԴ#{9#{#{"#{d#z]#z#z?#z#{#{I#z#{&#|#|H#{#|5#|x#|#|i#|#{#|$#{ִ#| #|U#|#|?#|l#|ʹ#|#|#|ݴ#} #}(#|#}#|#|̴#|#|#|#}#|Դ#|#{#{#{#{ٴ#|'#|R#| #|6#{#{#{c#{#{#|#{̴#{#|z#|#|`#|#|#|ش#|#|#|@#|d#| #|A#|#|#|a#|{#xZ#x޴#x5#x#yR#y#y0#y#x#x#w#x_#y#yi#xϴ#y8#z#zo#y#zF#z#z#z#z״#yƴ#z#y#y#zb#z#z1#zr#w#x(#wp#w#x#x#x[#x#w4#w#v#w]#x#x{#wд#x(#yW#y#y#yk#y#z8#y#y#xѴ#y$#x#xд#yi#y#y#yT#{;#{s#{#{I#{#{д#{{#{#z#{#z#z#{I#{t#{#{<#{#|#{ʹ#{#|9#|V#| #|*#{#{#{c#{#{۴#{#{#{#zr#z#z/#z_#zִ#z#z#z#y#z#y#y#zC#zj#y#z#{%#{G#z#z#{e#{#{#{8#z#z#z:#zX#zδ#z#zv#z&&, &ԕ &&|,&@&.&&&װ&/& &W&(n&&y]&Y7& &(&&&jE&U&o&Z`&D&&&#&up&`Xz&{&f&&&&4&(&&?& &B&Q&&&ͷ&Z&ޭ&D&h &C&np&A&l&m&e(&uo& &&&&&~M&J&&C&2&G2&6Q&"&4$&'&Ѐ&MM&<5m&Su&BL&,ڰ&&2&% <&%& ]&u%8%֛%&%o&&}&& %_%&%%&ZgQ&I1&b="&P&9#&+w&Au&3&k +-&Y&t&cp&J0x&<8T&T +h&F&a!&3\&'&& ++&.&&&/&$i&9s}&.$e&J&92&#&&t&ޅ&&*&́&@:&&ˆ&&w'&&&Ɏ &m&a&&\&I&+&p&f&&9&&}&½&&C& &&#' &Ao' ('&P& &&'/'Vj'#O'U&&'x&&˂&Tw&P=&*s&q&'&P&&B&)&}&q&Xi&&ӯj&&Y&n&S-&{B&_"u&Q&k&]&[&S&?R&3&y &k&&{[E&DzX&9&&Pw&E&.U&%ʊ&;R/&2&^"&S&n&c?&ICo&@&X +&O&~&g\&b&S&&&j&wq&&q!&&&&E&$&&/&t&9&dG&jE&aP&~t{&u&Bv&&&M&Z& +&&$%%F%ϐp%[9%%«%%A%ٛx%S{%%ֻ +%%%ݓ%O%R%%%%%|%U%.%%X%%%Z%%Y%Y%:%*&%%^%*<%%|& [&&\& O%V.%f&Q%t%%Z%L%ծ%%c%T%%-%S%R%%Ͱ!%%L-%i%o1%dE%%tY6%ZJ%Q?%i%`b%b%z\%2%-%|[%r%W%%I%A %X|%QF@%;%6%J%Ein%j%c %LP%w%\q%V%p%j%=%v%%~%% %%%3%%A1%ȱ%V%t%%q%%A%CI%$$%%%p%K%%%%<7%%<%0%&&$g&)6&"a&x?& v&p&&7&046>&?č&)k&#L&8&2n&%D&& &%j0%`;&&e&&&-$Z&( &(+&r&#c&$K&X&QM&l&e&JkS&D*&^[&W&nW&{'g&7&&t'&m:&w6&|&9M3&Qx&L&47&0=&G&Cw&g&b&G>&{+&]&Yp&vS&qfq%T%uE%%c%l %t%%^& /:&&B&c&&P&a&T%d%B%%%%$%܇%k%%&& o%%& g.&&,=&(&?_9&;&%&&!S&8 P&4&T&P&m&h!&MLC&Ib&e,X&aq&&B&1&.&&6&+o&)b+&F&C&^)a&Z>&@&=&W&T&'©''&#'u' 4'@A'' ω'.Y='$'7}E'-o'y'>'%d'&! &*'&z&w&&ە&^' +'' 'M'&' +'o2'A'8Bb'L'C"'/Ē'(|';N'3'Y'Pf'g'^'H$'@9'Vg'O'!+'',G'&T'CN')k'!%'9'9'3'Ht'By'.^')f'=6'8/s&e&O&H&\& {&Q&̦&Ŭ@&:"&7'&!&t& &&&&X&]&&&O&u&&&"&[h&ެ0&/&:!&}&=' v'`'p'l''-'' JH'$ +' 8'3'/'#k'',='(ȸ&!&wY' 39'bA&Ll&꒒''q')'-'%L'"'Y' ' l'w'wj'n4%'D'G'f>'_p'wс'pc'\'r'8'".'':I'rI'T'X'R'jr'dY'Mg'H)'_'Z?'~Fp'x','i'sd'oY''''I'' 'ev'.p'''('''w'7\'B"'V'ň 'HL''E'7''K'&'S'q'X'0'+''' +''V'DDN'@R'V.'R3'<'9wX'O5I'K 'j>'g%'Z'}t'c'`''zi'wS'6x:'3'I 'FQf'1.'.'C 'Au']'Z$'t{.'qx'Xw!'V" +'o`'m'2'jB'e'F}'Y'G''='>5'~'''S'U''''''U'`':'lj'IH'\C' 's'@''''&&}&q& &[&&&&&&o&s&R&|&e&aw&&N &&P&&U&&&l&~&7P&B&B&&y&f&8&7&L&~&ނP&)&b&?^' ͫ' +W'D'''#'^'& &͚&&ِ&&9&&'l`''f''N'K'0'&(&&I&&<&|5&I& &O&&ZI&=&&&Ğ&&|]&xJ&u-&$&P&q&n&&F&&&Y<&C& &&>&@&̠&$ &b&Ƅ&Ǽ&g&=b&Ö&2&" +'1' &s&(' V1' & &&Y&e&&+&ՠx&M&@&>''0<&*&p'`'t','*'?C'=2'('&';='9_'S5'Q'jޡ'h'O'M'fǜ'db'%'#`*'7`'5{'! ' *'4('2'L%4'J[C'b'a'H,'FF'_K']}9'"''2'%''~.q'V'''''޺''''S'|>'zV''#'xr1'v''')''}'P'''''''r'0'/Gy'K'1'-',-'E,'C{ '['Y'A'@/'X'VE|''(X'*%'(m''2''R,'%'>`'<'Tq''R':^'9-'P'NC't'r4'),'%9'p'n''n'v'c 'b'<'J'*' 'ژ'lc'j'''hܺ'fZ'''e'''W''iy' 'Z#}#}ƴ#}#}ô#}״#}#}Դ#}#}#}#}#}#}Ѵ#}#}δ#}ݴ#}#}#}#}#~#~#~#~#}#}#}#}#~#~ #~#~ #}#}#}#}#}˴#}ڴ#}Ǵ#}״#}#}#}#}#}´#}Ҵ#}#}ʹ#}#}#}#}#}#~#}#~#}ߴ#}#}ڴ#}#}#}#}#}#~#~#~#~#~$#~(#~"#~'#~#~#~#~#~ #~%#~#~##~,#~0#~+#~.#~3#~6#~1#~4#~)#~,#~'#~+#~0#~3#~.#~1#~#~#~ #~#~#~ #~#~#~#~#~#~ +#~#~#~#~#~%#~(#~"#~&#~,#~/#~)#~,#~#~##~#~#~'#~)#~##~&#}#}#}#}#}#}ȴ#}#}#}#}#}{#}#}#}#}#}#}ִ#}#}ϴ#}ܴ#}#}#}#}#}ɴ#}ִ#}#}δ#}#}#}ٴ#}#}s#}#}i#}}#}#}#}#}#}]#}s#}P#}e#}#}#}x#}#}#}ƴ#}#}#}Ѵ#}۴#}ȴ#}Ҵ#}#}#}#}#}#}Ǵ#}#}#}#~#}#~#~ #~#~#~ #}#}#}#}#~#~#}#~#~#~#~#~#~#~"#~#~#~ #~#~#~ +#~#~#~#~#}#}#}ڴ#}#}#}#}#}#}д#}ٴ#}Ĵ#}ʹ#}ߴ#}#}մ#}ڴ#}#~#}#}#~#~ #}#~#}#}#}#}#}#}#}#}#~9#~;#~7#~:#~<#~>#~;#~=#~5#~8#~4#~6#~;#~<#~9#~;#~?#~@#~>#~?#~A#~B#~@#~A#~=#~>#~<#~=#~?#~?#~=#~>#~1#~4#~/#~1#~6#~8#~3#~5#~,#~.#~)#~+#~0#~2#~-#~/#~:#~;#~7#~9#~<#~=#~;#~;#~4#~6#~1#~3#~8#~9#~4#~6#~B#~C#~A#~B#~D#~D#~C#~C#~@#~A#~?#~@#~B#~B#~@#~A#~E#~E#~D#~D#~F#~F#~E#~E#~C#~C#~A#~B#~D#~D#~B#~C#~>#~>#~<#~=#~?#~?#~=#~>#~;#~;#~7#~8#~<#~<#~9#~:#~@#~@#~>#~?#~A#~A#~?#~@#~=#~=#~;#~;#~>#~>#~<#~<#~&#~(#~!#~$#~*#~,#~&#~(#~#~#~#~#~!#~##~#~#~-#~/#~*#~+#~0#~2#~-#~.#~&#~'#~#~!#~(#~*#~##~%#~#~#~#~ +#~#~#~ #~#}#~#}#}#~#~#}#}#~#~#~#~#~#~#~#~#~#~ #}#~#~ #~#~#~#~3#~4#~/#~0#~5#~7#~1#~2#~+#~,#~&#~'#~-#~.#~(#~)#~8#~8#~3#~4#~9#~:#~5#~6#~/#~0#~*#~+#~0#~1#~,#~,#~ #~!#~#~#~"#~$#~#~#~#~#~#~#~#~#~ +#~ #~%#~&#~#~#~'#~'#~ #~!#~#~#~ #~#~#~#~#~#}A#}V#}0#}F#}k#}z#}Y#}k#}#}3#} #}#}G#}X#}1#}C#}#}#}y#}#}#}#}#}#}h#}v#}S#}_#}#}#}n#}x#|#}#|ִ#|#}#},#}#}#|#|δ#|#|#|#|#|#|Ѵ#}:#}K#}"#}/#}V#}`#};#}G#}#}#|#|#}#})#|#}#}#}#}#}#}Ǵ#}ʹ#}#}#}#}#}#}#}#}#}#}#}Դ#}ٴ#}Ĵ#}ʴ#}޴#}#}ϴ#}Դ#}#}#}#}#}#}ô#}#}#}l#}t#}R#}Z#}{#}#}a#}k#}2#}<#}#}#}D#}N#}$#}*#}#}#}q#}v#}#}#}{#}#}S#}Y#}0#}7#}^#}c#}=#}B#|n#|#|B#|[#|#|#|m#|}#|#|&#{ش#{#|9#|K#|#|#|#|ʴ#|#|#|մ#|#|#|#|]#|j#|##|/#|v#|#|>#|I#{#{#{Q#{e#{ô#{Ҵ#{z#{#z#{#z#z#{'#{6#zʴ#zܴ#{#{#{#{#{#|#{#{#{H#{T#z#z#{_#{l#{#{#|#|#|#|ɴ#|#}#|д#|ش#|#|#|T#|^#|#|#|f#|n#} +#}#|޴#|#}#}#|#|#|#|#|t#|{#|#|#|#|#|#|#{ɴ#{Ҵ#|%#|,#{ڴ#{#{v#{~#{#{!#{#{#{)#{/#|2#|:#{#{#|A#|F#{#{#{#{#{5#{<#{#{#{D#{K#}#}#}ش#}۴#}#}#}޴#}#}Ǵ#}˴#}#}#}δ#}Ѵ#}#}#}#}#}#}#}#}#}#}#}մ#}ش#}´#}Ŵ#}ڴ#}ܴ#}ȴ#}ʴ#}#}#}#}#}#}#}#}#}i#}m#}H#}M#}q#}u#}Q#}T#}#}#}#}#}#}#}#}#}x#}{#}X#}[#}~#}#}^#}a#}#}#}#}#}#}#}#}#}޴#}#}̴#}δ#}#}#}д#}Ӵ#~#~#}#}#~#~#}#}#}#}#}մ#}״#}#}#}ٴ#}ڴ#}#}#}#}#}#}#}#}#}#}#}f#}i#}#}#}m#}o#}#}ô#}#}#}Ŵ#}Ǵ#}#}#}#}#}r#}u#}#}#}w#}z#}##}&#|#|#}+#}/#}#}#|ƴ#|˴#|#|#|ϴ#|Ӵ#|#|#}2#}6#}#} #}9#}>#}#}#|״#|ܴ#|#|#|#|#|#|#|L#|Q#|#|#|Y#|]#|#|#{#{#{Q#{V#{#{#{\#{b#|b#|f#|#|#|k#|p#|##|(#{Ǵ#{ʹ#{h#{n#{д#{ִ#{s#{{#}A#}E#}#}#}I#}L#} #}$#|#|#|#|#|#|#|#|#}P#}R#}&#}*#}U#}X#}-#}1#|#|#|Ŵ#|ʴ#}#}#|δ#|Ѵ#|s#|x#|,#|1#|}#|#|6#|=#{۴#{#{#{#{#{#{#{#|#|#|C#|I#|#|#|M#|T#{#{#{#{#|#|#{#{(|(rCa((wjv(}/((d3(XX(j<(^( (L"(B(S](H(p^(d(w5_(k(Yn(P(au(X(~(sخ((|E(id(`6(s(jf(H(=(}a(u([_(k;((({(5((oT(_(9(0m;(?Ǝ(7`(((!]0(/(((G0m(?(Oe(G(7(1(@(:c(٘(("u((( +(b( D(*i(%(4Q(/( +(+4(*l(&8(Xy(P(b([]((J7(D(TN(O#d(m(fL(yR(sbc(`g([F(m(h(>m(9(I(EK(5>(1I(A%(=t^(VhW(R(do(`G(N9c(JY(\(Yz(i({;(( 'y'(((0(("u((nE(((mr'ջ'F(+'/'#R''e' ( ( ³( ((q(((m(-(*(:-L(7F('(%[i(4(2v-(GD(E,(VL(Ti(B(@U(R^(P(#,R(!>(0{(.(( f(-))!)")#Ƿ)-/).r);ne)='t)0'])16)>ޙ)@)I)N)% +Z)&H)%a),)')()3)4)B>i)C)5{)7L)E~)G .)D)T~:)FJ)H)VÄ)Y +7)eS)gz)j)zZ)}G) +)))L)x3)J~)LX)[O)])N-)P)_a)a#)m)o~)))r(U)th))T@)R)Tp)d'^)fB)VB)Xp)hO)jLR)wR)ym ))4){)})J))Wf))T)))A))))))K) ")) )&/)W)4)F))|))})C)@)c)2)0)Z) +N)o)#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#r#sq#rh#s+#~J#~J#~J#~J#~J#r#~J#r#t7#t#s#t#u#v#u3#u#s#t9#s/#sԴ#tѴ#uX#te#t#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#rʹ#sT#rP#r#s#tk#sa#s#~J#r[#~J#q#r#sI#r&#r#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#q#qش#p#q4#~J#~J#~J#~J#~J#p5#~J#o?#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#nK#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#v#w#v>#v#wt#wٴ#w#wo#uӴ#vH#ub#u̴#v#w#v5#v#x'#xw#wȴ#x#x#x#xP#x#wM#w#vմ#w #w#x#wX#w#t#uN#tX#t#u#v#u#ud#s#t #s #s_#tk#t#s#t #vN#v#u#u#vǴ#w#v,#v_#u#uA#t@#tt#ur#u#t#tִ#y1#y_#x#x#y#y#y#yF#xK#xz#wɴ#w#x#xĴ#x#x9#yԴ#y#yf#y#z #z(#y#y#x#y#xV#xw#y#y7#x#x#w2#wT#v#v#w|#w#vд#v#uȴ#u#u#u!#v#v2#u<#uR#w´#wܴ#w#w'#w#x#w:#wF#vG#v]#uf#ux#vh#vw#u#u#rQ#r#q#q#r#s.#q#rN#pv#pд#o#o#q%#qZ#p#p0#s`#s#r#r#sϴ#t#r#r#q#q#pO#pi#q#qѴ#p#p#n#n#mA#mw#nִ#n#m#mŴ#k#l#~J#j#l8#lT#jƴ#jմ#o#o=#m۴#m#oR#ol#n#n#ln#l#j#j#l#l#j#jڴ#t#t3#s#s-#tM#ta#s=#sL#q#q#p#pϴ#r#r#p#p#tn#t#sV#sd#t#t#sp#sw#r%#r4#p#p#r>#rB#p#p#o#o#n#n#o#o#n#n#l#l#jϴ#j#ly#l^#j#j#o#o#n #m#o#o#m#m#lR#lA#js#jb#l*#l #jM#j:#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#i$#~J#~J#i3#i;#g\#gS#~J#~J#~J#~J#e #d#~J#b#i8#i,#gD#g0#i#h#g #f#d#dô#b#br#d#d#bH#b"#~J#~J#~J#~J#~J#`^#~J#]#~J#~J#~J#~J#~J#~J#~J#~J#`+#_#]#]F#_#_z#\#\δ#Z#ZU#Wh#W#Z#Y#Vô#Vg#h#hǴ#fȴ#f#h#h#f{#f\#dT#d#a۴#a#cݴ#c#aR#a#hn#hR#f/#f#h>#h"#e޴#e#c#cq#`#`Ĵ#cB#c#`#`n#_.#^ݴ#\o#\#^#^\#[#[`#YO#X#V#U#X#X@#UO#T#^#]ܴ#[#Z˴#]#]#Z#ZX#Wٴ#Wq#Tt#T#W'#V#S#SV#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#Sƴ#~J#PP#SY#R#O#O,#~J#Lp#~J#~J#K#K"#G#FҴ#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#C#BW#~J#=;#~J#~J#~J#~J#~J#7#~J#2#Rt#Q#N#N#Q#Q@#M#M0#J#Iٴ#F#Ej#IY#Hд#D#D?#PѴ#PZ#L#L3#OѴ#Oi#Kմ#K1#HU#GѴ#C´#C4#GA#F#B#A۴#Af#@##=#9 +#8A#=D#<#7#6#3O#2k#,#+#1#0´#+#*?'\]'('i'y''{'4'B(W(7((((( (  +''' J'''D:'C'>'G'1)( ( +_')' ( +d( [X((l(*§()K(@(V((m((f(:$@(9Mo(J(JV(8w(7w(IQ(IQ(x($G('m(&E(#((&H(%(7i(6e(HA(H(6(6d(HFL(G^'ͨ'-'!'&'M'Ʌ'v'@'('g((()'6X'6(('OD''''g' +''U'ڕ' '(('N'(((]((%T($(`I(0($z($J(5(5e;(G(Gy(5 (4F(G5(F&(q((#I(#:((("("U(4V(3(Fi(FL(3(3(E(E(]rV(\(q +(qb0(\((\TT(q8(q*((d(#(((\(%+(O(\([(q(q"([Z([/(q(p((({((!(2(M(((A2(G(2(( ( ((V(k(˾q(̃:(Y( (D(((e((]u((((H(!(;(δ(_(%((W(А[([m([E>(pc(pM([:(Z(p(p(A(K(h(5(OJ(M(It(T(Z(Zb(p(p[(Z(Y(p(o(B(0(V](M(((:E(((L=(b((p(?(ݠ(N(([($(ч( (V(M(<((x(%(4((ye(3N(#U(>(.K({(Ҧ(9F(1(ҽ(F''''׾D'''֭O'՗_''ȣ((''(('i''{3'U'g'A1')]'o't!'D(`+(e' 'i((o($(-(!ٕ(!U(x(( ( 2(2(2%~(E(D(1|(0(D(Clz(I>(((((A +(20(p(0Z(/(Bh(B (.(.(AAn(@i''w'ϰ'c +'y'K.' +;'ˤk'k'}'u''J''l'U'?'5'3Q'ȴp'(''(s'őH''!'a'['8'zH''( .( ((( C( (((-C(,[(?(>v(+f1(*bC(=(m)Ms)O#)?da)@H()P;=)Q=(䶫(F((((*,(L()V),))) TI) )e)W(|((4((ݛ((w(Ѣ) W) +)0)) +5) +I) )()"r)#/)1F)1)#)$)2{)2)A3)A)R*)R)Bz)C 7)S)Td)$t^)$R)3dg)3)$')%)3)4+)C)C)T)Ui)D<)Du")U&)V + )Y)[^)l6)n )\)^l)o%)q|) ^)))d)q))))_h)a&)s?)t)bb)c)u )w5)r))))z)2)Ǜ))2)x )})))))? )&) )8l)g)z))))ªQ)))h) )))))s%)6)"Z)ń)9))ή))d)e})xb)yrj)fZ)g8)zfL){=)C)s)O))#)u1)+))g )hB){k)|)hZ)iN)})}n))6Y)))~6))H)))\R)t))))cI) )8)K))))p) ^))#)))>)):)*)_))e)̑T)/)I)ws)ͳ)@(x(W(6((~(2(Z(-) +N) +D)4).) ++) +)5)((D((8(䨴(K((S) -) ))o) 0)[)))%*)%))4D)4I)%L)$M)49)4$)D)D)V53)VG)D)Dsj)V?)V)$)$l)3*)3)$)#)3-%)2)D:3)C)U)U)C)C)U*d)T(*O(G`(((M(=`(T(݊)Y)s)3);)I ))l)f((((JI(܈i(!(ܽ(X))HG)z)v)))U)/)#A)" +)2./)1s)!)!1Z)0)0)Bw!)A)T )S[)A)@C>)R)Q) kE))/J).c")) )-j),a )?^a)>e)P)OO)=Y)<;)N|)M[K)i5)iOJ)})} )iMp)i0)}D)}.)%)))[)))W)))hN)hG)})}-)h4)g()|)|)))) )H)h))J))o)))@~)l))R)O)))m)Τf) ))X)ĵ)})P})6"))))Ĵ)l)?)u)ή)r)w))7S)֘)g~)fJ!){{)z{)eso)d)y)xS)Q)V) +)()ۦ)RT)))c{)b[)w)v{)a$)_!)u,)s)j),)o)-)_)2)k)*)UC)))A))P))8)CM)) Y)])̈)%))$)d)E)E)\))ui)) )w))*?)ʎ])ɡ)9)64)Ƞ )lj#z?#zT#yɴ#yܴ#z`#zt#y#y#yH#yV#x#xô#yj#yu#xӴ#x#z#z#z#z#z#z#z#z+#y#y#x#x#y#y#x#y #x#x#wO#wd#x)#x8#wn#wx#v#v#u#u#v#v#u#u#xD#xL#w#w#xS#x[#w#w#v#v#u#u#v#v#u´#uŴ#z#z#z4#z=#z#zĴ#zD#zK#y#y#y#y#y#yô#y"#y(#zʴ#zӴ#zT#zW#zڴ#zߴ#z\#zc#yǴ#y̴#y/#y4#yӴ#yش#y9#y@#xe#xn#w#w#xr#xx#w#w#v#vĴ#uɴ#uϴ#vʴ#vѴ#uѴ#uִ#x}#x#w#w#x#x#wŴ#wʹ#vԴ#vݴ#uڴ#uߴ#v#v#u#u#t#t#sy#s|#t#t#s#s#rD#rE#p#p#rC#r@#p#p۴#t#t#s#s#t#t#s#s#r=#r;#pѴ#p̴#r5#r2#p#p#oy#oi#mڴ#m˴#o[#oQ#m#m#l#l#j'#j#k#k#j#i#oK#oA#m#m#o7#o0#m#m#kմ#kɴ#i#i״#k#k#iǴ#i#t#t#s#s#t#t#s#s#r1#r-#p#p#r*#r,#p#p#tƴ#tʴ#s#s#tδ#tҴ#s#s#r0#r3#p#p#r7#r?#p#p#o*#o&#m#ms#o#o#mi#me#k#k#i#i#k#k#i#i#o#o#m\#mW#o#o#mY#m^#k#k}#i{#is#kz#k|#ik#ii#z#z#zi#zr#z#z#zx#z~#yߴ#y#yG#yK#y#y#yQ#yV#z#{#z#z#{ #{#z#z#y#z#y`#yh#z #z #yo#yv#x#x#wԴ#wڴ#x#x#w#w#v#v#u#u#v#w #v#v #x#x#w#w#x#xȴ#x#x #w#w#v#v #w"#w.#v+#v7#{#{#z#z#{%#{+#z#z#z#z #y|#y#z,#z5#y#y#{2#{;#z#zȴ#{D#{M#zӴ#zܴ#z>#zF#y#y#zS#zZ#y#yȴ#xӴ#xߴ#x#x#x#x#x'#x3#w9#wA#vA#vO#wJ#wY#v^#vg#x#y #x?#xO#y#y'#x\#xo#wi#wv#vv#v#w#w#v#v#t״#tݴ#s#s#t#t#s#s#rJ#rS#p#pƴ#r^#rc#pԴ#p#t#u #sǴ#sѴ#u#u#s#s#rm#rz#p#q#r#r#q#q&#o##o(#mg#mk#o3#o<#mt#m#k#k#ip#iz#k#k#i#i#oJ#oT#m#m#oj#o#m#m#k#k#i#i#kô#kѴ#i#iʴ#u+#u;#t#t#uK#uV#t#t,#r#r#q8#qD#r̴#r#q\#qs#ug#u|#t;#tQ#u#u#td#tx#r#s#q#q#s#s0#q#q#o#o#mд#m#oʴ#oݴ#m#n##k#k#i#i#l#l##j#j#o#p #n>#n]#p#p.#nx#n#lE#lk#j6#jP#l#lŴ#jm#j#h#g#e#ec#g۴#gƴ#eD#e#b#b#`A#`#b#b~#_Ѵ#_#g#g#d#d#g#gx#d´#d#bg#b9#_#_U#b#a#_#^#]M#]#Z#Y#\#\#Y#YZ#V#VX#S#R#V!#Uش#RK#Q#\~#\0#Y!#X#[#[ִ#X#Xu#U#Uj#Q´#Q#U/#U#QP#Q&#gc#gJ#d#d#g?#g/#dm#dZ#aϴ#a#^ϴ#^#a#a{#^#^#g#g#dH#d>#g #g#d2#d)#al#aY#^q#^f#aN#aC#^Z#^P#[#[#XS#X-#[h#[Q#X#W#T´#T#P#P#Te#T@#P#Pd#[=#[+#W#W#[#[ #W#W#T(#T#P5#P#S#S#O#O޴#O#N#J#JA#N6#M#Iδ#I#F#E#A;#@#E=#D˴#@(#?ƴ#M#MZ#I+#Hش#M#Lɴ#H#HJ#Dq#D#?<#>#Cϴ#C#>#>.#;޴#;U#6M#5#:˴#:J#5#4e#/#/G#)e#(G#.#-Ѵ#'J# #91#3ȴ#3J#8ƴ#8U#2Ŵ#2;#-(#,#&#%h#, +#+#$#$%#L#L^#G#Gδ#L,#L#G#Gp#CQ#B#=#=#B#Bq#=2#<#K#Kٴ#G%#G #K#K#F#Fʴ#BB#B +#<#<#A#Aʴ# #C״#D&#>#>#6ƴ#7#04#0j#75#7b#0̴#1#)#)ϴ#!#!#*#*K#"e#"Ĵ#7ʴ#8#1z#1#8#8޴#2F#2˴#*#+ ## +##o#+i#+###$v%2:N%.%@g%<%+%*O%9%7^B%Q5%MmG%e\%`ř%I%G.-%\%Y%)L%)Q%5c%5X%*08%,%5E%7S%E>1%D#%WUB%UF%C%DH%T[%U%|%w(m%b%v%rO%oW%$%!%5%;%%%%%vH%U%%y%ln%jE%sA%x%h@%hV%>%3%3%%%=%%%g`%<%F9s%Df%L^n%F%J%V2%X%Nڣ%U}%\W%a%RQJ%aU%V%c%tY%%t"}%?B%^.j%iZ@%h%r^%w%%~*%{%h$%jH%~l%a%l%q*%-%%3%%]%%X%z%;%[%w%~%m,%3%%%%f%?m%_%+% O%4*%;%S%g%_%I%ԝ%%Ip%%%%%t&A&%Po% &I%k%#%%')%ŭr%%z;%r%%%1% %%ڣ%W%%EZ&Z&b&&&$&&&"I& &;.o&83&Qx&O4-&6)1&3&L&I& Q& y&'&& cK&a&5&o&1&/S/&Gm&D&-5u&+,&B&@Mb%9%T%%%ޘ%R%A%!%R%Ԏ%F%%*%#a%%5%g%%%%d%m%% %ї%ч%%k% %w%Z%&aJ& +&H&*5&7&p&&e&)9&'d&>>&;&%&${&9&7v&&W+&D &G&<&3&& &"&!FR&6-&4& #&Wh&3&1^% J%p_%;% %Z%$I%%a%%%_%&%f_%h%m%1%}& 5%-&&"&=&k&/ +%ٹ%!r%Ѯp%t& W&"t&e&e%X%%dG%>%1@%U%5+%%%@%R%.%%%% +%̡%1%o%޴P%&%t& +%w%%Αd%7%&%s&e&^%7&&K&n7&ǽ&&!Z&U&<&[&/v&KIE&U&+&l|G&"4&[&V&&^m''32'im'!&;&K&&}X&'?w&'&%*m&= +&D&2&[e)&~&M:&l&&*B&t&#<&A%&^K&86&R&&Ti&Z&h&&i&4&܆&j&&p}#&& + +&p&&"%g%%%Jv%wC%%z%6u%՟%W%6%|%I%`%%t%Y%⮟%ޓ%"%\m&%&J% % +5% +&&4&4&#& &&&3&&p&&ɸ&&{&~&&0ȍ&0&g&I6&/&/]&- & + &ڙ&u'&0&&&T& |(&"^&0Rw&1&%&(&3&6b&y&&[d&֑&2]&HT&.=&B*&+.&&& ::&,ns&>-&-&<&cv&T&Z[&wy&&&M&bn&Sx&m&O}3&f&d&B&2& &,&$&#=&+Q&/&=rf&4&@%&-H&4I&:`&?&8&o&w@&#&Se*&c&Z&g,&vl&t&x&7&k&h&)&&e.&bw&&~&D&2&K&^&& &vD&&` &]R&{&x&Z{&X&u&rg&V%&o&&&&c`&&0 &v&[&V&ΰj&Du&4 &j&"&"&''& &➶'X&&"&&c&œ&&v&M&&6&ݗ&*~&[& &؊&&I&U&S&o&m(R&P&Nxx&jj&g˜&n&2+&a6&&l&"&[&&LL+&JU&eDf&b&Hl&F}&`&^a&2&~os&b&;&{y&yd&;&&&&Y&&e&,&@&%&/&w&&r&&d&<&c&Y&&&F&6i&ah&et&EM&&Z&{&Ყ&߾&m&I&''5'$'"r'E'0*' 'Y'7gD'5'L5'J'3˛'1'H'F' '  +'pl'' +'R'{'D'0'.6'D'B',N'*^W'@'>^'d?'b''|&'`W'^'zO'w-'&''Q''A'0't''[;'Y'u]'rh'W5'T׀'p?'m('j'k'w'''_'W'#'k''"''<''E'+f'(m'&u:''Rn'O'jj'h?J'M'K +'e'b'''D'q' +u'|G'' 'H'E'_W']s'Cl'@܂'Z>'W`E'yv'vt'O''s)'pV'~'&E=&D&\}&Z&C.&B&YN&X5&v&tf9& &&re&p&]&;l&BQ&C*&W&Wni&D^&Fi&W.&Y &on&n|&<&s&n@&n&&r&&&0N&2&X&A&E&n&&&Ie&֏&`&*&6&K&&Z&@&-&h&l&&&& {&&l&]&(&0&&I]&M&[0&^1&S!&ZWn&b &h{&o&qĔ&P&Ht&t&yY&R&&cO&ou&p:S&z,F&~&&"&`&J';s'T|c'Q'9'6f'N'K-'m@'i$'1'a'f'cRQ''}n8'3R'1l'H 'E'.',h'C'@='` +C'\Đ'y'v'Y@'VE're'n&ܜF&|{&&&اK&.&x&ZE'آ','r'''5'(' &)i&ժ&&V &.&ֹ&8&ꪏ' +''3o')','A'' D')~'''=p+':'%Y'#0'8'5t8'S'O'k'g|'LO'Im'c'`nD'!('I'2 '0'o'8c'.','F 'D']'Y'As'?'VV'S#~F#~G#~E#~F#~G#~G#~F#~F#~D#~E#~C#~C#~E#~E#~D#~D#~G#~G#~F#~F#~G#~G#~F#~F#~E#~E#~D#~D#~E#~E#~D#~D#~B#~B#~@#~@#~B#~B#~A#~A#~>#~?#~<#~=#~?#~?#~=#~=#~C#~C#~A#~A#~C#~C#~A#~A#~?#~@#~>#~>#~@#~@#~>#~>#~G#~F#~F#~F#~F#~E#~E#~E#~E#~E#~D#~D#~D#~D#~D#~C#~D#~C#~D#~C#~B#~A#~B#~A#~C#~C#~C#~B#~B#~A#~A#~@#~C#~C#~A#~A#~B#~B#~A#~A#~@#~@#~>#~>#~@#~@#~>#~>#~B#~A#~A#~@#~A#~@#~@#~?#~@#~?#~>#~>#~?#~>#~>#~=#~;#~;#~6#~7#~;#~;#~8#~8#~2#~3#~-#~.#~3#~4#~/#~/#~<#~<#~9#~9#~<#~<#~9#~:#~4#~5#~0#~0#~5#~6#~1#~1#~(#~)#~"#~##~)#~*#~$#~%#~#~#~#~#~#~#~#~#~+#~+#~%#~&#~,#~,#~'#~'#~#~#~#~#~#~ #~#~#~<#~<#~:#~;#~=#~=#~;#~;#~6#~6#~1#~2#~7#~7#~2#~3#~<#~<#~;#~;#~<#~<#~;#~:#~7#~7#~3#~3#~7#~7#~3#~3#~-#~-#~(#~(#~-#~.#~(#~)#~!#~"#~#~#~"#~##~#~#~.#~.#~)#~*#~/#~/#~*#~*#~$#~$#~#~#~%#~%#~#~#~?#~=#~?#~>#~;#~7#~<#~9#~@#~>#~?#~>#~<#~:#~=#~;#~1#~+#~4#~.#~$#~#~'#~#~5#~0#~7#~2#~+#~$#~-#~'#~?#~>#~?#~=#~=#~;#~<#~;#~>#~=#~=#~<#~<#~;#~;#~:#~8#~4#~8#~5#~/#~)#~0#~+#~8#~5#~8#~5#~1#~-#~1#~-#~ #}#~#~#}#}δ#}#}ݴ#~#~ #~#~#}#}#~#}#}#}#}#}#}S#}#}r#}9#}Ӵ#}#}#}ƴ#}#}]#}#}y#~"#~#~&#~#~ #}#~#~#~(#~!#~)#~##~#~ #~#~#}#}մ#}#}#}#}#}ȴ#}#}#}#~#}#}״#}#}#}ʴ#~;#~;#~9#~9#~:#~8#~8#~6#~6#~5#~3#~2#~5#~4#~1#~1#~6#~4#~5#~3#~1#~-#~0#~-#~2#~1#~0#~.#~/#~,#~,#~*#~/#~.#~*#~*#~.#~-#~*#~)#~%#~%#~#~#~%#~%#~#~#~,#~,#~)#~(#~*#~(#~'#~&#~%#~$#~#~#~"#~!#~#~#~*#~%#~*#~&#~#~#~#~#~)#~&#~(#~%#~ #~#~#~#~ +#}#~#~#}#}ִ#}#}ߴ#~#~#~#~ #}#}#}#}#~&#~##~##~ #~#~#~#~#~#~#~#~#~#~#~#~#~#~ #~#~ #~#}#~#}#~#~ +#~#~ #~#}#~#}#~#~#}#}#~ #~ #}#}#}#}#}ܴ#}޴#}#}#}ߴ#}#~ #~ #~#~#~#~#~#~#}#}#}#}#}#}#}#}#}ʴ#}˴#}#}#}ʹ#}ϴ#}#}#}#}#}}#}#}#}#}#}#}Ѵ#}Դ#}#}#}ִ#}ش#}#}ô#}#}#}#}#}#}#}#}#~#~#~#~#~#~#~#~ #}#}#}#}#}#}#}#}#~#~#~ +#~ #~#~#~ #~ #}#}#}#}#~#~#}#}#}ٴ#}ڴ#}Ŵ#}ȴ#}ܴ#}޴#}ʴ#}̴#}#}#}#}#}#}#}#}#}#}#}δ#}д#}#}#}Ҵ#}Դ#}#}#}#}#}#}#}#}#}[#}^#}4#}8#}a#}f#}<#}@#} #} #|ִ#|۴#}#}#|޴#|#}i#}m#}D#}H#}p#}s#}M#}P#}#}#|#|#}$#}'#|#|#|#|#|\#|`#|#|#|f#|l#| #|#{#{#|#|##{ȴ#{ϴ#|#|#|r#|x#|#|ô#|~#|#|*#|/#{״#{ߴ#|7#|@#{#{#}v#}y#}S#}W#}|#}#}Z#}^#},#}/#|#}#}4#}8#}#} #}#}#}b#}g#}#}#}l#}o#}=#}A#}#}#}F#}L#}#}##|˴#|ϴ#|#|#|մ#|۴#|#|#|H#|N#{#|#|Y#|`#| #|#|#|#|#|#|#|#|#|#|h#|o#|#|&#|v#|}#|.#|6#~#~#~ #~#~#~#~#~#~#~#}#}#~#~#}#}#~#~#~#~#~#~#~#~#~#~#}#}#~#~#}#}#}#}#}ִ#}ش#}#}#}ڴ#}۴#}´#}Ĵ#}#}#}ƴ#}ɴ#}#}#}#}#}ܴ#}޴#}#}#}ߴ#}#}˴#}ʹ#}#}#}δ#}ϴ#}#}#~#~#~#~ #~#~#~ #~#~#~#}#}#~#~#}#}#~ +#~#~#~#}#}#}#}#}#}#}#}#}#}#}#}#}#}#}#}#}#}#}#}#}Ѵ#}Ҵ#}#}#}Ӵ#}Ӵ#}#}#}#}#}#}޴#}#}#}ܴ#}ٴ#}Ӵ#}Ѵ#}´#}#}д#}ʹ#}#}#}#}#}s#}w#}#}#}z#}}#}P#}T#}'#},#}X#}]#}1#}5#}#}#}#}#}#}#}#}#}`#}e#}:#}@#}j#}n#}F#}K#|#}#|Ŵ#|̴#}#} +#|Ҵ#|ش#|#|#|B#|K#|#|#|U#|_#}#}#|ߴ#|#}#}##|#|#|#|#|h#|q#|#|#|y#|#}#}#}#}#}#}#}#}#}q#}u#}P#}S#}w#}z#}W#}[#}#}#}#}#}#}#}#}#}}#}#}^#}`#}#}#}d#}g#}'#}-#|#}#}1#}6#}#} #|ɴ#|ϴ#|#|#|ִ#|ܴ#|#|#};#}?#}#}#}C#}G#}#}##|#|#|#|#|#|#|#|'T2'|@'?'cj' >'.'$J'o'-K'M}''9ջ'sǼ''\ET''ӊ%''t'((0((A''ˮ6'''(D'p(6['}F'({ +'b')'Gj'l='4'V&d' &Wb&T'$D'B'x'1H'''}''''O'(''f'}'Q:'w;'$'ܧ'4'(Q7(w('a$'.'M''('rl.'[' L'D(aD'''mT0'>:'''''[Cf'='K'm8j'bx'z'@'|'A('<(Z(-(Ly(-(:''#' 'j(km(*Y(i()F)i)2P)R))L)w))!B)>Z")A),"#)_]))J)nO)ٱ)k)ܶ)j**")* |i)E)w))_)J)0)ʯ)) )j(:) !)7c)W*)& )Cr(v(K(C(T})m)1 9)Y) )}I))e)t)))m))PaS)tg)=)^@ ))<)):D*1n*O?* Ϲ*;*q**[^*q***p*;Z*T*G*h@*47*R**U*&* +*z@*S+8*ɷ*Q*[R*s*u*@*Y***9)L* _)P)*$@*?V*l*.##)ƭ))/)}W*x\*S)Y**_*@ *K;*l**^*R*g*84*WF*(7*DI*{Ǯ)к)-=(Z((M(݌))9())O)eA)L))*))) )|)v X)V))e)1)$*%P*2f* }*"**P{M*r#*> *]~T)=Z*)*w*-U*J*+*8}:)`P)F)LJ +)oۢ)''>!G'\'2'N"X'^''n'4')A'AM'!'7%'_'sA'RU'r^''!'AM'H'M9('(d'S''T}''t''('W''/T'D')x]'G'd'?'Y ' '%$'%'"W'8_'ON'3'H?'')'x7:''9'' 'C'k''a' 'y' +'_|'5&ؕZ&ێ_&i&`&&&z& ''' ' W'd'i' 2?' &}&~&_Y'o'' +''iJ'lV'O' R'c'M' 'v'''`'_'*b')u'*'X'(Y'(WO''c'm'3'{m7'$'('/cK'1'7'8'!'C@q'>'HC'=U'A'J:'M'G%'Oc'R^'X'Q!'bR'TA'cI='ws'.'u'k_'Y1'f'a)['l*'vԹ''z3'('H(E(1(5/(i/(ip(Uai({ZG( i&(&=(B((C(f9(3(S;m((( +C(Y()[(DC((((x=(8(X(((o'( J'+(V](%V(B,((2'ϾW''Eh'Q( 3%(%6-((_(d:(0(Q(v(Ԗ(((pE(Ay(c/(2((Q(c((u(P<)])6) +)&)VZ){v})D )f )[)G(Y) /)3r)R)$cN)@])]))܊))ެ))x)"=)w<))bbE))j,)#-)\)(H)J(\d({)~)0) +S)"m(#(\(w]( ())8() :Y)O*)soy)>)_4)6){))M)/ )Mf)!;)<)p))]s)''X'2'KZ'q(1'܌('\''\''V'x'b'(%)(A(@(3(cw("(RAK(v (U('c((L(C)_(dP(5(Sg'G'5O'kG'l''Vi''ҿz'',7''k%''r''&' +('u\( ()V(ENB(1(8i'R('i'((-]( (#~(3(YQ(9(&(?(P(w((m(QM(wi((D((x(ƭ)Cx)-)) G)KG)n);)\5($A)r()t)-_{)K/) );(eK(J-(VY9(y((s(I((Hp(h(<(YH(M(A(}oh((׆((Ǻp()8)-) z) (l(~(3(ɾ(C)((,4) +P]#|ô#|`#|#|#{#{J#|1#{#}"#|մ#}F#}#|v#|#|#|J#z#y#{#z6#xx#w#y4#w#{n#z#{˴#{+#yִ#x#zb#yo#}d#}+#}#}N#|#|#}#|#}#}l#}#}#}3#|#}T#}#|#{#|_#{#z#z#{L#z#|#|-#|ʹ#|n#{#{#{#{f#uL#s'#vf#t#p#m#r6#o#wd#u#x<#v´#s#qM#t#r״#j#e#lN#ho#`l#Zj#c#^#no#k#p'#m#fϴ#a#i#dӴ#x#w#y#x#v#t-#w#u_#z5#y8#z#yϴ#w#vo#x#wa#qŴ#n#sB#p#kƴ#gٴ#mӴ#jA#t#rW#u#s#o#l#qV#n#}#}#}ɴ#}#}o#}8#}#}W#}Դ#}#}ܴ#}Ŵ#}#}p#}#}#|#|#}#|Դ#|>#{#|y#| #}<#|#}W#}!#|#|J#|ٴ#|#}#}ϴ#}#}״#}#}#}#}#}#}۴#}#}ߴ#}ȴ#}#}δ#}#}o#}<#}#}U#}#|#} #|۴#}#}k#}#}z#}9#|#}Q#}#{#zX#{|#zδ#yc#x2#y#x#{ϴ#{3#|#{#zw#y#z#z#v#t#w#v +#rδ#p$#t#q#xi#w#y#wش#uC#s$#vL#tf#|Q#{ڴ#|#|#{F#z#{#z#|#|W#|ٴ#|#{#{S#|"#{#y#x#z-#y6#w5#u#x#v}#z#yô#{#z>#x#wZ#yJ#x#S#K#W#Pʹ#B(#6#H##>2#[#Us#_#Y#M#D#R~#J/#)#״#2@#$#"/#"#9ִ#-"#@#5l## #'#[#bӴ#]^#e#`´#V״#Oz#Z۴#T1#h#cմ#k!#f#^#XY#a#\.#F#<#LE#C'#0J#!#7#+)#QM#H#U#M#?#3T#E #:"2"j"ش"-""X޴"/"yR"δ"܎#W""I"8"q"%"!"EY"!y!G!!T"gƴ"-g"7"R!M!"H!#"## J"״"Ҵ""#%I##. #)#"/# L".""t"x"[">!"`"&}"E"8"ʴ"F"}"L"5"l#m #i#n#k#d#_#gд#bǴ#p#m#r#ov#j&#eô#l=#hi#Yƴ#R#]\#V#J}#A#O#F#`#Z#c#^;#T#L:#X#Q#sv#q#t#r}#n<#jô#o#l״#u#sŴ#v#t#qm#n#rʴ#p&#f#aj#i/#d{#[#UU#_'#Y)#kE#gX#m*#i#bN#\ڴ#e #_#5ȴ#(e#<#0#C##"r#;#C#7#H#>մ#+:#Ĵ#3*#% """""Y"""˴# ´"## "ܴ"δ"V"̊#Ms#D#R#I´#:#-#@T#5>#V;#N´#Z#S$#E#;´#K#Aߴ## ɴ#'V#"˴"ހ#"˴#/#!#6ڴ#*#Ӵ"F#E##}#}#}#}#}Ҵ#}#}Դ#}´#}#}ߴ#}#}۴#}Դ#}Ĵ#}Ѵ#}ô#}#}#}#}#}b#}4#}r#}H#}#}#}#}#}|#}W#}#}b#}ݴ#}ִ#}մ#}δ#}ʹ#}#}ƴ#}#}ʴ#}Ĵ#}#}#}#}#}#}#}#}#}#}#}#}m#}#}r#}#}#}#}#}#}s#}#}r#|#|#}#|Ӵ#|W#{#|#| #})#|#}9#}#|#|N#|ʴ#|y#{W#z#{#{ #yѴ#xŴ#zG#yX#{#{W#|#{#z#yٴ#{#zJ#}H#}#}R#})#|#|#|#|#}V#}2#}X#}8#}#|д#}#|#|E#{ش#|l#| #{R#z#{#z#|#|3#|#|X#{ʴ#{E#{#{#}#}#}#}#}#}#}#}#}#}#}h#}i#}#}{#}h#}f#}#}#}#}#}~#}n#}t#}e#}w#}q#}`#}\#}g#}Y#}U#}K#}J#}L#}%#}(#}L#}L#}*#},#|#}#|δ#|Ҵ#}#}#|ش#|ܴ#}J#}E#}+#})#}>#}6#}%#} #}#}#|ߴ#|#}#}#|#|޴#}W#}:#}R#}8#}#|#}#|#}I#}3#};#})#}#|#}#|#|#|r#|Ĵ#|#|#{#|;#{ܴ#|̴#|#|ϴ#|#|R#{#|d#|#}+#}#}#} #}#|#|#|#|#|#|۴#|Ӵ#|#|д#|˴#|#|ʹ#|#|ƴ#|#|m#|*#|q#|4#|#|#|#|#|o#|:#|g#|7#w{#u#x4#vȴ#t#q#u#r#xմ#w#yc#xB#v #t&#v#u/#n۴#k#p]#m#gʹ#b״#j #e#qʴ#o#s #p#k#h&#mô#jG#yڴ#xٴ#zE#yb#w#v#xG#v#z#yԴ#z#z:#x״#w#yU#x=#t>#q#uB#s3#oP#l.#p#m#v&#tO#v#uF#r#o#s?#pڴ#]|#W#`#Z#O#G\#T#L>#cZ#]#f#`#W#Pʴ#[D#TҴ#=M#1o#CM#8<##=##+#`#HY#>#M#D#3#%#9#,#hl#c#j{#fi#^j#X^#a=#[#l_#h#n#j#c#^ƴ#f#a#Qn#I#Ud#M#?v#4!#D۴#:q#Xݴ#Qմ#\#Uô#I#@,#N#EZ#{/#z#{h#zش#yŴ#xʴ#z"#yF#{#{#{#{H#zt#y#z#z#w#v #x-#v޴#tP#r#u>#s;#x#w#y*#x#v#tB#v#u(#{ش#{q#{#{#z#zQ#{#z#{#{#{#{#{A#z´#{[#z#y#x#yܴ#x#we#u#w#v#z #y\#zZ#y#xl#w;#xδ#w´#o#l#p޴#n%#hҴ#d6#jѴ#f´#r#o#s,#pŴ#l#h#n#jĴ#^#Y&#aƴ#\Q#R8#J #U#N\#dN#_"#f#aʴ#YG#RX#\]#V +#t*#q#u#s +#or#lu#p#m#u#t#vi#tϴ#qƴ#o;#r#pe#h˴#d8#j#f#_#Y<#a#\&#l5#h#m#j_#c#^Դ#fQ#a?'0''':8''m'|''ٰ!''='a''''fD'~''ޏ''Q:']''2'''0'''˝('c'6:( +:(/((Y(4(((($(#3}(6 9(4(!( i(3(1(d(%U(y(l''( ( A(j(s2(/(.L=(G(Qb(,(*r'''r''d'#1'''g'*'f'N_''''6E'6A'D 'ɹ''K'M2'oy':'1'`'՘''_''C'͉'ow'3( C(F''((,V(n( ()Q('@(W((%c(#|P'0'Br((s'HT'E>(Ql'Mv("(((!+((B|( kI(((IBT(G(^N(\K(F +o(DX(Z(X7(uX(sx(EW(?(q(o~;(/((B(@Ș(W"(U z(>w(=(S(Pm(me"(k9(*((h(f((~(( ( &(֐(/(((AA(k(\(@(((J(Rj(n(L(((yB(,(I(U(((A("z(s((~(O((; (9 (N(Lg(6(4(JM$(H7(dU(a4({(yJ(_q(\(vJ(sΆ(2(0[(E(CE)(.f.(,)n(@(>`(ZW(W(p(n(U (RU(k)t(h.3((ki( +(^2((i(Z((R3(2(()K(((6g(7(ܝ(G(_|((i((((1(6t(-((F(N=((L'L'E7'+''9'-'u',`'n''>''e''1'[' ' '޶''''?9'H'H'''''''O'8'"'H'v'v'0''|( +%(1(~(h\(Š(Q(L&(*)'ԵD'у)'''L&''m'Y/(((V(y''\( ( +n''S''K'}'y''''Q='='w''$0''3u'u'q0'v'?'n 'jw+' ''' 'Nj'n''''E'f'ď'ݻ''M' 'v'Й'' (3(,''o(}(q'''*'˅$'P' A''G'9''X'C'x|'hH'Q(;T(R#(N;(|6(y\ (?(d(u(rw(((M(D(4(dq(4(6(!R((n(ki(L((go(d2(/({h((9(#(((B(~N((_((LY(&($I(e(I.(!C({(8Q(5H(K(H-X(29(/$(D̫(Ae@( ( +:(%(ݠ(($8( +I(4(, +((d(=(:](%("(7 (3H(`(\ؒ(w(sn(Y(U](oT(k1(G( I(T(|((((Q(Q$(My(g(bѨ(I'(F(^(ZR(~n^(y.((o +(u"(pn(ݳ(G (٧(<(( (x9((H(oA)L))>/)?)() 5) (()(s((C(M(p(Mv(>() +) ˏ([O())M&)2))+G )*)n)PV)(@)'i); +0)9ǔ)L)J)8s)7X)IE)G))))&C)$ݲ)uz)N)#j)!)5)4)F/y)D)2:)0$)Bը)A(H(5j(((^((ڂ}( (j(')=)(c()C)ش(«(dp(հ(3(4((Ъ(L([()e((( +(())0) ^c)))#J)"&)sS)/4B)-x.)?<)=Z2)+m))ڪ);i)9k) <) +,))) I^)c)))S)';)&)7aD)5Jz)$)")3( )0u)^sb)\C)rE-)p)[l)Yʲ)n)m;)?)l)K)^}) ))c)[)X])VMv)kb)it)Tsq)R)gr)e^1))~)F)%){w)yG)))y)))))x))){w)))]o))6)p[))e.)M)N)8))Ϧ)}w))))):)c)*)))-)P)N)c7/)`)Ld)J:)^)\[N)wS)tH)|).j)rp)o()")t)H)E)Y3)WzD)Cj)A )T#)R`)mE6)j))()gG)e )|/)y%).)V))m)@P)))))^-)cl))?)w) )ڍ)6))8<)))_))P)i)?)))Z)j))(M(ܖ(s(ƴ(a(_((OZ(*(>h((`/(Fx(C~(!(ֻ(RF(("((!(~(Վ((5(((!((ы(?(9))%+)uC)C)_);)R) ) )).:),)p)b)*3)'ޣ((d) +()n((E))9)I)\)%)#)!W)) )4:(9(!3(]((hU((((Ɲr(`(ٸ(--((H(ҘY("((((R(C(kE(((w2( (R(ǢN((D((&(p(P)q')S(p()(]( +^)) E))0 ) j)) )(ް(ڧ (l(AC(֓z(v%(%(K)/o)')t)2)V(¤) )) z)>)<,)O))MV)9)7!h)JZ)G)b1)_I)v q)r)\T!)YR\)o)lg)4)1t)D?)A>)/H),^)? A)<)VD)S+)i)e)P)L)bM)^)$)M)&J)JK);)uw)e)x)p)l))l)_/)H)3)Z)}P7)y)))u)r/i)7)y)))@))M)))))))'!)9))6*)$Y)!)3#M)0)I))F]t)[V)W)C)?f)T4)P)z)ӱ),)))),)&2)#)<\)8)L()I4)5I)2 <)Ev)A)n`)j)hQ)~)f)b )zd)v?)]w))):)ː)x)%))^)Z)q)mh-)V)R~j)hU)d))m)v))|)w)))Gʹ#{U#{]#z#z#{e#{p#z#{#ze#zp#yִ#yߴ#z{#z#y#y#{y#{#{ #{#{#{#{$#{,#z#z#z#z#z#z#z$#z4#y6#yB#x{#x#yM#y\#x#x#w#w#v#vӴ#wԴ#w#v#v#yn#yz#x#x̴#y#y#xߴ#x#w#x #w#w+#x#x+#w?#wN#{#{#{7#{E#{#{#{P#{[#zƴ#zӴ#zB#zR#zߴ#z#z\#zm#{ȴ#{Ҵ#{g#{s#{ܴ#{#{~#{#z#{ +#z}#z#{#{$#z#z#y#y#y#y#y̴#yݴ#y.#y>#xF#xW#wj#w#xs#x#w#w#y#z#yP#yf#z#z&#yx#y#x#x#wִ#w#xǴ#x#x#x #u#uɴ#t#t#u#u#tĴ#tܴ#sF#s[#qд#q#s{#s#r #r8#v#v3#t#u#vJ#vb#u4#uO#s´#s#rd#r#t#t"#r#rҴ#pG#pa#n#nʴ#p~#p#n#n#l#m#jԴ#k #m"#m;#k.#kS#pܴ#q#o1#o_#q;#q`#o#oδ#ml#m#k#k#mʹ#n#kߴ#l +#vy#v#uj#u#v#v̴#u#uŴ#t<#t`#r#s#t#t#s5#sU#v#w#u#v#w)#wD#v2#vP#t˴#t#s#s#u#u=#s#t#q#q#o#p#q#q#p:#p\#n=#nq#lD#l#n#nƴ#lδ#l#r#r]#p#pδ#r#r#q#qF#n#o'#m.#m`#of#o#m#m#{#{#{#{#|#|#{#{#{0#{@#z#z˴#{N#{\#zݴ#z#|#|)#{˴#{ִ#|2#|>#{#{#{j#{y#z#{#{#{#{ #{.#z;#zM#y#y#z\#zp#yʴ#y#x#y#x9#xT#y-#yD#xt#x#z#z#y#z #z#z#z!#z9#yW#yq#x#x#y#y#x#x#|I#|S#{#|#|_#|i#|#|!#{#{#{@#{P#{#{δ#{_#{q#|r#|{#|+#|5#|#|#|C#|L#{۴#{#{#{#{#|#{#{#zʹ#z#zO#za#z#{#zy#z#y#yմ#y#y7#y#z#yN#ym#{#{+#z#z#{<#{P#z̴#z#z#z9#y#y#zP#zg#y´#yڴ#wb#w#vl#v#w#wĴ#v#v״#u^#u#t2#t]#u#uԴ#t#t#w#x#v#w$#x#x:#wC#wf#v#v*#t#u#vR#vt#u@#ui#r#s#qz#q#s>#sn#q˴#r#o#p#n6#nu#pD#ps#n#nݴ#s#sݴ#rM#r#t#t?#rƴ#r#p#q#o#oo#qT#q#oƴ#p#x^#x#w#w#x#x#w۴#w#v#vƴ#u#u´#v#w#u#v'#xܴ#x#x#xC#y #y?#xj#x#wE#wl#vV#v#w#wǴ#v#v#tp#t#s*#s^#t۴#u#s#s#q#q#p3#ph#rH#r#p#q$#uG#uy#t#tS#u#u#t#t̴#rִ#s #qf#q#sH#s#qٴ#r/#h#h#e#f3#h#iC#fr#f#c#c^#`O#`#c#cǴ#`#`#id#i#f#gH#iڴ#j#g#g#d#dd#a#ar#d#d#a̴#b,#].#]h#Yд#Z #]#]ƴ#ZS#Z#V-#Vd#R1#Rw#V#V#RӴ#S.#^#^h#Zδ#[ #^#_ #[#[ݴ#W8#W#S#S޴#X#Xd#TX#Tȴ#j4#jc#g#h)#j#k#he#h#e;#e#bx#b#eܴ#f5#c#cc#kA#kq#i#i^#k#k#i#i#f#f#c#c#g]#g#d#d۴#_~#_δ#\D#\ɴ#`;#`#]#]t#XҴ#Y?#U5#U#Y#Z #V#V{#`ش#a #]#^#a#b$#^#^#Zm#Zش#Vڴ#WL#[T#[Ѵ#Wд#X\#M#N2#IN#I#N#N#J#Jn#D#D״#?#?#EA#E#@ #@w#Oe#OǴ#J#KR#PS#P#L#Le#F#F#A #A#G1#Gƴ#B,#Bδ#9X#9Ҵ#3D#3ô#:]#:#4K#4#,O#,޴#$#%#-#.<#&3#&#;c#;#5#6#<#=?#6#7N#.ʹ#/s#'u#(q#0)#0#)_#*4#QG#Q#L#Ma#R #R#Mܴ#NU#HF#H#Co#C#IB#I#Dy#E#S!#S#N#O#T4#Tϴ#P2#P#Jf#K#E#Fg#K#L~#G #Gݴ#=#>#7#8#?"#?ݴ#9z#:7#1ʴ#2#*#+#3_#4#,#-#@#AH#;#;Ǵ#B$#B#<#=#5#5ݴ#.n#/c#6#7#0D#1_#l:#l#j.#jq#l#m#jݴ#k0#g#h9#eA#e#h#h#f +#fy#mR#m#km#kȴ#m#nS#l#ls#i\#iô#f#gt#j#j[#gɴ#h#bz#bѴ#_#_#c@#c#`u#`Ҵ#\j#\#X#Y#]U#]#Z#Zz#d #d#a0#a´#e#e#b[#b#^2#^#Z#[#_c#_#\)#\#n#nԴ#lҴ#m#o#o#mb#mĴ#jɴ#k-#h#i#k#kܴ#iv#i#o۴#p#n,#n#pX#p#nɴ#o #l4#l#j2#j#m +#mU#k%#k#f#f#c8#c#g#g#dB#dʹ#`{#`#]c#]Ҵ#ah#b&#^t#_#h#h`#eV#e#h#i}#f#g&#b#c##_#`g#c#d\#`#a#Ua#U#Qd#Q#Vj#V#R#S7#M)#M#H#I;#NX#O#Iմ#J#Wn#X*#S̴#T#Xʹ#Yz#UA#U#Oδ#P#K#LS#QW#Q#M#MѴ#C#D`#>i#?#E)#E#@ #@#8#9#2`#3~#:l#;m#4#5#Fδ#Gʴ#A#B#H#IQ#CǴ#D##?n#8#9#Z#Z#V#W#[G#[#WӴ#X#R#Sx#N#Ov#T=#U#Pt#QC#\Ӵ#]W#Y_#Z&#]#^#Z#[x#Uմ#V#Q#Rٴ#W>#X$#S#T#J+#K#Ev#Fw#L%#L#G#H#@s#A#;+#< #Bƴ#CӴ#=`#>#Mߴ#Nд#Id#J[#O#P#K#L#D#EӴ#?#@#F#H#B5#C'gF'c''| u'a'^y-'xo'u$J'l's' +{'^'E':D'!'R0'\]('Zq'r9'o'YY'Y'mh'lU'Y''''B''@'n'Q'''',X'j'''R']'\ '"'o'f'ɂ'!'޲ '1'$' 'I'$'''0t'ŵ'M'UO''|'#w'''Z`'\='lZ'm|'_t'dJ'n'rF'l}''-'0'$''p'd''C'k't/0'wk'~ ' u''A'i'(''+'q'+'r'''''''*''c''9'3'+N'Ʀ'''t'','%''p''9'' 'D'y'[X' '~k'A''(( (^( ''' Y( +n(ވ({C(P(0 (,,(&-(b()_(%y''1((I'h'Ÿ' '(G(&(!r(n( ( ((x(B0(>JN(V(Q(:_(6r_(M`(I(k(f(U(~w(b#(]P(x!(sx6(2(.{(DM(@E(*(&(;(7(XyH(S(n(h(N5(I (cX(] 'I' ''''v''I(O(( ((Є'It( r( +O'LH'̮J':'ު'ʽ'ɡS'۸'و'L'(U+(I'Ǒ' +('("[((31(.(]((*(&(E (@7(XY(S+(;s(6(M%(H,(@u(?("(N( %( (:(x(2,[(-N(Cb(>X()s(%(9~(4'8+'%' 'Y3'"''TQ'\&'<' +''='`9'g''b''P'5'($(U(r(' '߂'''( P'+('©''jJ'V'?z','#?'.'A'Y\'''6'2'' V'z'w)''z'텿('('*''P'c'颴'e''> (1K(LW('(@(mD](K(^m(DT(k(6((.(RG(sl(GD(e}<(((f(k()(y(((9(^(=4(5( +g((($(&(2( (=:(Y(5(O( (o( +7i(V(/l(G (*l6(@+(z(eN(nZE(5(](,(9((c((Z6(zU(( +(zk(y('ɉ'ʬ'I0'/l'P''|'|V''K''~r''J'$'P''i'<'ጁ'1'"-'\'[('ѿ'3'Wc''v((S(G(y(X(((s(׭('(P(!((0m(,(( +x(()o5(&D( (d(Yb(?( 1( ~4((\(a(Ӗ($($& ((($B(&( Z(c( +!((&F(:($(7B ( ((*(a($,(58(%(4 (Sl"(q2S(N(iӓ((-(f( *(Jdy(dl(H#(`(j(I(~ (x(V(A((!T{('(6(+\(9(!;('(*W(0PG(1bm(=3(8v(D(H(_(J_(` ({F(.(z((N +(bl(S(g&"(|(>(rE(^((Q((c(i(k(/( ( (Q([(I((A(m(w(ۏ(W((o(y (sO(&(;(((ܿ((w(K(((N(E($(+(8((؋(((ɖ)) (( +)F((UC(b(.f(q(^(Ey(ŭ(((R(a((f(( (V(mo(g((~xL(a (\ C(w(qU(06(j((((G(((V=(P(j(d+(K0(E(^[(Xmx( (zZ(C((s{B(l(I8((Y(y<(K(A(;((p(a(͟(\((((ݓ(#(p-(Z((C(4(((((E(((ɔ(7(((É(w) )Q) HW)) 5) +))s).)+})=߸):")'os)#+)6&d)2>6)))))))ʏ(\) g) ) 8d)).OC)*Z))>)&aN)"e>)NY)J+)`2)[)E)A)V)RR)r)n))|)i)d|)|)w-2)=r)9(T)M)I )4٭)0)Da)?X)_H)Z)q)lO)U)O)fy)ai(Z( ))={((s(() ) )hG)l) +8)E)v)S(Pr(D(Xa(L(Z(ʛh(d(-)g(2)) +d(D(C)h)y),7)'D); )6e")#)b))1)-2k)J)E)[)Vj)@)<)Q3)K)1)7)()$@)k))G)0)A)7()2d\)F`)A?)-j))6)<@)7(@{(<[(R;(M(8\(5(HC(D(f(`(|,(u([G(VO(oA(j((2(1 (Ay(?h(0(2(>(?L(RY(O(e(b5*(Nh(N_h(`R(_a(k(E( ((((F((t((aP(d(x!(j(((zo(v{(V(s(s1(rm(((|(([(R(8(((\P(5#(:`(Ah(FCd(B-(L(MYo(Wf3(P$(T (`(c(Zv(c(iV(r-D([Q(m(du(v`(s((8m(ޣ(pz((~k(L(( (Ƙ(m(r(u(ı((z(L"(t(R(%U(ε((!(((S((($((`({ +(((ڣ(Q(p(e(pc(rF(V((k((y(3(ц((y(5(S(ϐ((8([((ٖ(s(P(~($(8(()(]_(f((*(ǵ(ЍJ((PN(k(f(9*(ϫ) h<)))ΐ)p})Gt)!) )$ؑ) )2).d{)) )* 7)%((wT) w)(Ƞ()q)j)Q$)&)!9)+)) )2)?(J(%((q(((Ș(/`( (t((3 (y4((*(Ô(q(((v(C((}*(5(ȴ +([(L|(ױ((((*-(Q0(|(j(((G(\(7) n)) )))b) -) +P(g([((:((H((6)^(1)Z)((U)˧)#|#|#|Z#|b#|#|#|k#|s#|#|#{#{δ#|'#|0#{ٴ#{#|#|#|z#|#|#|#|#|#|;#|D#{#{#|K#|P#| +#|#{`#{r#z#{ #{#{#{ #{1#z#z#y#z#z#zŴ#z.#zH#{#{#{E#{V#{#{ʴ#{f#{v#z۴#z#z^#z{#{#{#z#z#|#|#|#|#|#|#|#|y#|V#|X#|#|#|U#|O#|!#| #|#|u#|m#|]#|Z#|/#|B#|"#|G#|8#|#|#|%#|#{#{#{Ӵ#{۴#{#{#{#{#{#{#{)#{7#z#zմ#{F#{R#z#z#{#{ݴ#{#{#{Ӵ#{Ĵ#{#{#{Y#{^#{#{#{]#{X#{#{#y]#yz#x#xҴ#y#y#x#y#w#x#w#w@#x<#xk#wk#w#yش#y#y@#yb#z#z2#y#y#x#x#wҴ#w#x#y#x&#xS#v#vS#u #uD#v#v#u~#u#sٴ#t#r#rڴ#t]#t#s#s\#v#w)#u#v;#wS#w#vl#v#t#u*#s#t +#uk#u#tN#t#zJ#za#yĴ#y#zz#z#y#z#y/#yO#x#x#yt#y#xԴ#x#z#z#z4#zH#z#zô#zY#zf#y#yδ#y%#yH#y#y#ye#y|#wĴ#w#v#w##x"#xP#wT#w#u#v;#t#u1#vr#v#uv#u#x#x#wȴ#w#xϴ#x#x%#xR#v#w3#v #vQ#wg#w#v#vʹ#{#{#{#{#{m#{ #{u#{#{#{#{̴#{#{u#{&#{l#{&#z#y#z#z#y'#x+#ym#x#z#zC#zʹ#z[#y#x#yδ#y"#{#{#{#{d#{Y#{#{>#{ #{M#{6#{#z#{#z#z#zǴ#zѴ#zk#zȴ#zq#y#yN#y#yr#z#zh#z#zV#z#y#y#y#w#u#w{#v/#sĴ#q#t#r#w#v#x=#w0#u=#sc#uд#t/#n#k#p(#mO#hH#c#j#eִ#qI#n#r#oԴ#k#g״#l#i#x#w#x#w#vX#tӴ#v#u`#x#x#x#xF#w#uմ#wY#v<#r#p#s#q#n(#j#o#l%#tI#ra#tƴ#s#p#mD#pҴ#nV#zĴ#z#zm#zn#z#z#zg#zU#z#z#y#y#z#z#y#y#zl#z8#z8#z#y#y#yǴ#yq#y#yδ#y#y#y#yL#yX#y#y#y+#xz#x#y<#yD#x#x#wҴ#w#w#w>#x#x1#wh#w#y?#y0#xǴ#x#y #xԴ#x#x#xA#xE#w#w#x3#x#w#w#y#xa#x#xm#w#vz#w#v#x#xb#x#xE#w#vǴ#w#vδ#u.#s#uu#s#q#o#q#oմ#u#t<#u#ti#r{#pB#r˴#p#x#x#x6#w۴#w#v#wI#v#wݴ#wz#w[#w#w#vW#v#u#u#t#u#tu#r#q#s#q5#ur#tV#u*#t#r#q9#rȴ#q#q"#qt#o#o#q#q#p-#px#mɴ#n@#k#lU#n#n#l#m5#rj#rô#p#q[#s #sT#q#q#oU#oִ#m#n-#p%#p{#n#n#i#jR#g#h#j#kT#h#iR#d#e#bL#bܴ#fB#f#c}#d%#kδ#lH#iܴ#jE#l#m<#j#ke#g#h#d#e#h#ih#fV#g #s#t#rn#rԴ#t_#t#s%#s~#q#qw#oz#o#qô#r.#pH#p#u #uS#s#t:#u#u#t#t#r#s#qL#q#sZ#sɴ#r#r#mǴ#nU#k#l#nĴ#o6#m#m#i#j|#g˴#h]#k5#kŴ#i4#iմ#oѴ#p/#n/#n#p#q7#o#o#lP#l#j]#k#mv#n#k#l3#_n#`#\N#]#`#a_#]#^#X#Y#U#VP#Z#[^#W#X#bA#b#_h#`2#c#dk#`#a#\S#]:#Y#Y#]#^#Zƴ#[#Q#R#Mz#N~#S#T#O#P#I3#J>#D#E#K~#L#G#HQ#U#V#Qȴ#R#WZ#Xz#S#U#M#N#Ih#J#P(#QZ#L#MI#e*#e#b#cJ#fʴ#g#d#d#_#`#\ܴ#]#aL#bc#^}#_#h7#h#e#f#i#jB#g#h#c#c۴#`r#a)#dϴ#e#b5#b#Y#Zu#V*#W#[r#\#X8#YL#Rd#S#Nb#O#Tش#U#Q)#R;#]#^W#Z[#[L#_l#`S#\v#]a#V#X #Si#T#Y4#ZH#Uϴ#Vմ#v1#vg#u7#u{#v#v˴#u#u#t$#tm#r#sC#t#u#s#s#v#w#v##v>#w #v#vK#vD#u9#u\#t.#t\#un#uo#tw#t#q#q#p#pz#rf#rĴ#q#qp#n#n#l#mK#o#o#mߴ#nh#s#s7#q#q#sW#so#r#rF#p<#p|#n#n#p´#q#oM#o#vɴ#v#v##u#v#u#u~#t#uW#u&#tq#tF#tȴ#tG#t#ss#t#s#t5#s:#rq#pô#q#pb#s#r#r۴#qڴ#q#p#p#op#sf#s@#rI#r#s#r#qִ#q#q #p#o#o#p#pL#od#o#q۴#q.#p#p)#p#nŴ#o+#n #o#o#n#n#nY#m)#m8#l7#k#k#hش#i#l#l#j"#j#f}#gf#cŴ#d#g#h#ee#f(#m#ma#k9#k#m#m#k#l-#iB#i#fܴ#g#j#jT#g#hF#a #b#^(#_)#b#c{#`#`д#[##\+#W#X#]3#]#Z#Z#d.#d#a#be#et#e#b#cy#^#_#[۴#\#`e#`#]#^G#n!#n'#la#l#m#m#l|#l@#j#j#h#hڴ#jʹ#j#i #i#mN#l#k#k#l#kM#k#j=#ju#j1#h#hĴ#iߴ#iO#hz#h #fn#fʹ#c#d#g#gQ#d״#e/#a#b=#_#_״#b#c&#`#a#go#gs#ep#e#gV#g)#eδ#e#c#c#a#b#d#dѴ#c!#c2b2Il2 22(2=i21_2F2@2%Ν2/2-2:2Pw*2Bf2Z$2T>.2m|2^j2y220p2$#2?U2iQ2i2t12QL262`22X2!252)2=2K2c]2To2m20_2EG272Mk2]N2wx2f,b22~Z2B2˧29X22ɍ2A22421D22&J22E2e22:d2s2B2$2̩2]x222ݮ28x22/2ߚC2.2-3Y2IZ3 ͱ3թ3 W3Š3+z3!323 3W3XY33(3:*(3/o3A2Ļ2ڭ2̴z2q2-3U2lt3 j2Ԭ`242ܞ 23313l3s3#3%#3 +3+_Z36c3I\3=XH3P3 31e3&{38 +3DH3Xu3K03`2>2Up2F +2]k2o72b2wɿ2Z~2M,C2eY2T82mO,2>02&22222.2T222ͮF2f2P2#2S222D22 22[*2t2a2|D2/22722h2<2o*<2D2222 22-2 2¶2V2<2l2Nk222_2ao2]2n2$2,52&22X33 e3]3K'3 ؅2r3Zm2O3 3O3%M3s3*3,43>I31S3D}3R 3g3X]3o37w3JV3<3P3_d3vU3f3} 33h3E3y3 13/3#v*34a3?3*3 T3iz3'39u3+3>3Ba&3Vb3GX3\UA3l3Kr3rT3v3L93aG3Q3go?3y 33.3]G33yX_33Y3 33333V{3TR3?!3ׂ33M33313d3)3J3^w3tX3f`p3}b33[3<3S[3n3`H3v33y33c33h33K33#3Ս333(3f33?3 63䨽393&3ȟ3M33)x3tW4l343337E34[4 424B4D`4844 4(N464.4=44' +4<4--45o4E~4<#4L,3r334a4 44ޱ43ً4[4V4 #44!4u4'E4$N43Po4*49o4BIJ4ST4Ia4Zx84054?45[4Eg4O4a 4V4h33XM33/3A3^w333)333gu3ҽ3E3~F3Z33ˉ3zM3ѿ3n33L333ߞ3ʥ33.J4 3443_33#B3m33u33»3ͫ33\:3'33x3333ʖ3]3I3!43c4 ~3چ>3(3߆344444W4"34$4r404,>4"ݕ41M4 44Ő4 4'x46J4+4;1-4;Y~4K4@v4Q~4\4o]4c]4v4F84WS 4K4] 4i4}P4o4E44!4;4%40n4?444D44)-4LA4-48W4I<4=4M4P4b4UȂ4h%S4u4D4{4v4Zp4mz4_%4r4]4v4~4w2u{_2O2{2\2(2&2u*292,242*222$A2m2d2V2z[2.2e23h2$C322i2<[22S3v2H3 +.$2<62e22r2_2t22ӂ2+292hX2222T22&u2s222S3 38322T2Δ2ؒ2[3Oh3|i3Ag33,3y33"K3/o3Bu333F:3d3&.3 +W3)U~3733JΑ3;.,3N3V3l 3[Q3qЭ3e3,3-33_y3vI3d 3{Z,33u/3bT3:33,m3W3/Yg3>3Rh3A‘3U[3! +#32b3#^343D3Y+3G3\6}3h +33kx3q3P333V"3o{33rJ33133+3ϖ2z2I2b2o2Ҽ2Ű2+21r2C22*2z2.2v22|T2ۑ=2:2O23 J333`s22[2I2ƨ3 +-3z3 3p22212>22B22f2,[2P!2)2*272 "2$2 \22A2+23 33 73Ũ2K32(30.3sr33W3Y3%363'{R39! 3J3_3Lry3a3)@3;3*Ӧ3<3N3c03Pn3eH3uܐ3e3x3D3}3w33-3{)3I3}d33$-3:u3v393,3*3>G3-^]3?3RB3g3Ss3i43.T3@3/I3Ai3T"3jqN3Ux3kg[3T33|J3s33333(Y3.333ax3333P3Tk3^3333Ѓ3!63P3F3c3L33H3n3z<3a3[3ـ3"3?444 J43v4$34-4 44m4E3*=3'3ݜ3I3p3{L3b3|3d3+3333:h3Z3A3K4]-34lo44 <)4 4"3z4 +Y4-4 $ 4!4$4\4' I4"j41D4%444AI4Q4D"4V +4(Z48!-4+4;T4Ho4Y4K/4]t4dO4w4h4|t|4Jx4u4k4Np4l444p44`4x444.4>\H41^&4A74O0Z4aJf4RI#4d43Ք4C46 4F`4U/^4g4W4jZ4t404x_944v4P4 4H4{ſ44~4R4a4o+44oW3*3i^323ǎ.3l83 G33 33{36303ڷ3݃3޶W344 ɾ44I4݃4(4~4*4P4A4j<4&434,Z4B4-33̬M33=3S833a33]33d13ϼ33U3㨳3D4^|4޽4-4h4 ce4.4!W40z44v4Wz4"4"40f4" 41+48<4H4:(4Jp4Z\64md4\F4o؊4;4L4=k24NK4^4r4`w4t4V44@w4V44G4:4`4r444&44|4X4_4>04Ov4?4Pl4b g4u4c^4w+e4@4Q:4A4Ra4dv4x[h4eO4yH4p+4c49444d44444Z4_4444D48AM8Y98KG8d8t_88Ž88U8pu8`8| 888Q8:C8 :8b8 8a85888h8Op8G8H8j8ّ88>t8{8k)88t8888'88?85I889:89^+89 ;9L9&ߙ9 w9.9/f9N 9 +9 9$o9669+G9>H999ME9B39Wo9de9})9nU9 +9J9`H9SMb9jq|9xq9S9999 ;?9!9&922[9F4999N9M9-~9!939@{9U9H9],9\9s/9d9}l909!9u 99m79R]9v9=999=9g888s888LN8A8ɡ8k8-88S88w+8z8AH8ـ888Y9'9ζ9 /J9898ˎ9 99!H9{9&|@8{88R88%8ô8͟8 +A888!z8T8ҷ 88d8#8i9 +kW89~B9 +9+n990\9S9SJ9_99##t95]9'_9:9'9:_9-69A$p9O9e9V9mf93<9G:Y99 9M*9]\9u#&9dR9|9L99yA99499y9 99i'9.9Ԛ99*9929>9S9Di9Y9kU9(E9qz49 9IR9_c[9N9ek9w=9S%9~;995b99R99599199999o9k9̋9H39!94991m9{9$9L9z9ċ9m98D99$99̝9!9"9Ͽ[9z9؛[9!9: Ι::9T9 +9:::l: T:XW9U9BP99Y9Ȼ9%99۲99 999ʃo99Ґ9O99y:9L4: +::!!#:B2:&: :::n:&:-:"y:2Va: :%::,:5q:EA:<:M:#:34+:*_::V:DJ):V+|:K:^j:X :k|:a.':ucp:vQ::x:}:iQ:~:r: j::Ԉ:.:i:0a:A:6:G:Sf:fy:Zr:n :=.z:Ob:Cm:Uʣ:bD):vđ:ia+::{:@: +:W:@1:J:B ::i:$::I:Zx:K:؇:9h9k9Q9ؒO909'9g:[9.9$99 9: 9: +: \::#:c:(K:8]:-{K:>W:O:"::'{1:2l:C:7:I/9m 9U99B:%::U:r99C:9?h9:A:E: +N:::,+: :0‘:<:Nf:Ag7:S:$:4:( :9; +:F >:XIJ:JZ:^:I2:\Z]:Po!:c:p:9:x'::V:i:\:pT:r:&: ::T9/9B989!h99$93b9Gm979K^8h8s#8.C8ް8F98}9 +*]888=889 9)9959'99*9:9OkS9>9S9Nu9-9909AnA9VL9D 9Y֊9S9k}9X9p\93D9;u9 9p9]f9uv%9aR9zK99}99\D99K9!9&9h9ֽ999!995999rt9997o9eq9i9j"19w999d 999n99q[999Q939,99999n9[999k99n9ǷE989<99888Ӭ8 9t9_9#9x888س89 9$9z99 _929#959F9\٦9I9^9$ƞ97`9&999KU|9a9Mr9d?G888ܹ89x9Oo99l08Qx818e8p9 9"9 +S99(9:9)@9;݄9O$9eց9P:9g 9*R9=69+m9>9R9h9R9i9th99wU999'99%9z 99|=9 +959iv99^.9F9z9%9-99K9᳾9w9!u9β999d9E959 9B99c^90999)989 9099O9I9:9999҂99ӿ999:m99ң99{9o:-9=Q:&9xM:a{9+: :G:K :w: 9s$:R9ҡ: +g:J:#:O:&:,Ȍ:=&:0M:A:OL:b:Sx:gp:3:Dj:6?:H`:W{:kR:[&:p9: q:I:\::):o:,OY:u:݈::9:<:.͚:!]>:1:::K:<أ:O;z:_a:tT:bϳ:w:?h:R7F:BF:U :e:{g:hq:~e:w::}~:2:ԃ:ۛ:M::U::(:*: :a:I<::Oh:::p:':6:~::+:J::ɠ5:hG::::s:R_:>:N::<:::):::: ::sb::c:h~:R:ry::S::02::i:::&:6?:(/:8:Dj:W4:F9:Yw~:k::n%:8:H?:[ɇ:Jcv:]:p:J:rj:: ~:W: t^:Q:)w:: :*b:;s:::5::+s:<=:,e:s:>:ƭP:9:ȣn:@4:::;:}f: :l::. ;ۿ:j;V::3~::8:i:U:::=:*:::+:[0::<::߼:::6;:X;:(:┴:S::;[:o;)4F>=4VP4M4_4h~ +4{^Q4qfp4z 4U"4g`4]W4o4zW4I4444r4$4444{4I4I4$4?444T4 +44er4x44lz4(#4!G4)44z4tl4I4|4ba4 +44t4C`4m4.4T4744}444|4n44494Q4:4q4֊R4+4O4A4˞4Ҭ4/4}5434h4]4E4K4U4404$4u5`"45!5 +B55T555 +5Y55kU5l-55#V4!44W44 O54(54ȥ4Aj4拴4~55 + +5>5.5 +5xN5M5=55)Hr5#5.5C55-$5"5(\545-o59uO4/4q44t,4ӧ4?4%44+b4g4s4IA4f40W4#44e45444E4ʐ4 444N 44΀24ش4(4H4 4L444Y4p44N4e4I4j4Z4444X/4§4b4ӗ44ؐ4N4K44~4ͅ4i444K54X54>4455|5H5 WO5V4c`5_05f5 ΁5j5V&55D55'b5 5,~52(5>575DC5%)505)\5535<5I65A^ 5NP5i5 ,55wQ5\M5"55%5 _55 5D5Q5)5!95-#5-{q59t51*5=5FJ5SR5J5X9 55q-5A59B5F +y5O#5]#5S5a5j5'5#(5-52|,5=585Di5(Y535.5:5?|D5KG5Fl5R}25IK5U5P-5]5bj5o5jw5x5X-5eW5_5m!u5s55{O5 54|05@<5:@5F^85L5Yk5Sl5`W5?5Lz5E5RD5Y`5g;5`B5n"5f5t;5n75|55g555u:5:s5|͸5F555e5n)5}ۛ5 g5.5255Q755r555E5[5555B5O55U555׭5U-5jx5!55[5/5555ʩ]5S555l555:5Y]55G5I5O5Z5g5t5# +5555È5DJ5O\5͗5z5{}5Ɉ5'5ς55ޘl51^545K\5XY5Pi5^5fgt5t%5lQ5{5V{&5dfk5[5j/q5r/55y#[5d5.5a5 55$5s5'55f5n5/555*5_5M5a@Q5oz5fy.5um5.%55q5F5k5zڽ5pF55o5ҽ5?5Ј5U55S5H55^5D5[555Ŏ5 5M5B5k5255?5"55Q5{g5M5Ǚ55[,55555e5/5^5q5`5T5q555棗5L55'5Z55ň55~5C5Cf55|556Y5E55C55bV5#5̦)5ӏ5&55555 +55 6+565'550506166~6 B4~4PB444 +4Ɩ4/4_\4l&4c40u4l46444x4 ]443]4 +4;95q-4g5?44>44B+5u5 +eW55 4Ч44J4214'4¿4 +4އ44$44 4ʾ4X4C4݁84bZ44軒4~55,5[54X414΍5?555 +e55T5`5 555$X50f5("53555#5"-5*57$5-ܓ5:55<5I5@5M 5W5f)5[-5j5C5Q{5G?5T5_5n=5c{5r +5/5$-55'50W5=!53+5?L55)c25я5+555B~57m5D5J`5XY 5MW5[5g5v^5jv5z/5P#>5^r5R5aRQ5mC5}5p[5j4414~4*04ϗ4R4Ѹ4P4>4$4A4ň[4ӥ4e4]U4A#4:5%45h5 5|5 j?5 +4>5k4@5"5^5t&5S54K44^44l4 4( 4G44q4B4]494q44]4Q5M45{W5b5f5545*45A5h55(v5AA5!Z5-v5#Q5/D595G5P5;W5IJ5$֚505&352`l5=5K05?D?5Lw5U/5c5WlE5fU?5sw55v U5K5Yw5h5[N 5j5xg55z55'hf53w5(s545@5NjA5A5Ol5)Sh55C5*565Bn5P35Cd5Q5\&5lDf5^\]5m͟5|m55~855_5o5`5p055bo5V$55uV(5u5yz5h5P5555~t@5}5^5.5(#5;V5-5"55hT5y55^555T555}=555555jW55[r5505O\5"5k505^5Q5Q5:*551V55!5e5o55t5HQ55O555C55¨5.5355ŏ55Z55v525N555س-5Њ5o595kX55565K6666 +b6p5u6B6r6R6 6&r6m6þ55Z5"F5n5얬5,56R5yv5/555鼸5|656I66 +6V6 66G66666 `(6 6@66Nt6 &55|5+5"5555ƴ5Z5(5 55H5q555[5:5Lh5M=5Ǖ$5m&5q5 5F5555575 5ͱ*5555v5 +55R55r5x55(m55 q5e5U5oF5*}5à 5t55^"5۽55V5555 !5'$5޻5A565R55G5IW56 +56l55±5\55qn6ӟ66)6 6v6 6?6=6"26 q6$ 62k6M6R6J6C6%!6I16'5褖55Z~56[6 Hn6E6 +T5 5c5"`566 A`6Q6 6x666в6 D6) 6!6*i666%6˂6#t6+S6$6,:@:[:: +:{:Ç:-:x:8 :@:S:h:F :ހ:Ƿ:ؑ<:Ѻ:t:٘:S:;e:h;$:H:?\::t;; ϩ;y$;.8:%: ::c:: :i:g:#:2):9:ұ5::h:r:{:^;:;; R;Z;H;Y6;9; `;Q:;6;s];";n;'S; 6;(;{;n;$? ;0Z;*9;7;;$m=;J;*;0;=;7};D;=75;J?;DĂ;RE;Y;h4;a<;pY;K;Zk;R;aơ;i^;yr;q; ;#;00;)wJ;655;=l#;K>;D >;R;.k;;D;4T;A;J;Y;P>;^4;Z7;i3;aH;q*;yD;; ;|;ht;x;o|;Ox;/;V;1;:::V:,:_:A:k;W:ӷ:b:l:j:;:7g; + ; ;E; p;l{;;,t;$;1R;;8;:; ;)3;6RU;-;;::&::;&; to;(;A:O:~:;h; )K;9$; >;e;Գ;$D;^;)#;1V;?q;6h.;D,; A;,Մ;#H;0b;:X;Hu;>W^;M;9;G>;>;M?;Vca;frf;\K;lX;D~;R[;I:;X;bo;s;&;h};y#;v`; ;}9;R;Z[;1;P;;@;[;Ñ;T;f;R;;[;;N=;];SW;c +;m;;t@;;XeB;hb$;\ ;mS;y7;7;~̓;;;;3;;; ;;Y;|;x;je;;Ab;;>v;=;x-,;]g; ;;-;;6U;;T;);g;;E;g;e;[;;;Ɲ;;>;4;&;;;LY;';;;ţ;" ;C-;Z;;DJ;ur;@D;8T;@A;6;;C;%(;Ĉ;)|;;u;9;s;C;;U;f;7*;X;;Z;È;E;~8;F;@;頚;fQ;ӯ;ʋ[;_;z;_;A;p;ר;;i;w;;y;0><K;<;5D<<< < ށ<+<E<jt<d<< <?<Y<n<s<#j;a;;';"< < <$|< K;l<.; << +v<0V<|%<µ<<<e6<r< J<(<%(<.o<<"tX<Ԑ<'<*ҹ<3<0pA<9,Y;,;{;nj;0;!;;K3;ȉ;$W;t;;t;;;u;[;ψX;;է;n;";;P/;z;;誦;;;<;f<9c; ;';;Z;ˉ;{_;#;ݚ;;;h;a;;ƪ;ٜ;f;1d;s;;"<]< j<Q< };< ;,v<|<Y<< +b<^<3<:v68;It;Y;MG;\7;; ;;0;;%;;(;&;ZU; ;;6l;+;;-;3";AeF;6;D;P;`{E;S ;d,;8;GA;:;I;V:;g;YW;j ;a%2;rJi;f ;w;;f;;$;i0;{e;ms;:; `;;-Z;i;m; N;h;%;b;;;7;b;JU;;-B;;R;;;q`;;uv;;a7;s;m;F;x/;;{+;;;;l;;[r;n#;*;;;g ;<;g; ;);q;!;N;S;pG;; +;;j.; 9;;!;.c;#_;0; ;A; ;:;%;2Dp;&;3";<ܑ;Kȅ;>ə;MS;[;lU;];oC;@;Oa;Bt(;QN;_a;q2;bDo;s;!;2/;;%C;'F;5;(;6R;޵;7;v;R;)V;7R;*y;8Rk;D/;Sy;EQ;T;c;u;e;w7;F.q;U;Fܓ;V;fW;x{;g%;y;~^;փ;ġ;YT;$;ے;|;r;;;.;;W; ;;~;[;&;~;U;7;_;M;I;v;;Mr;;;ӂ;ǖ;ѽ;#;~;;;q;8;;;;F;;(E;H;d;p;;;;S;;lj;7.;B;ʳ;،S;;K;;%(;ٟ;׹;̡;l;C;;;1;s~;;ch;S;;~;@;|;;yj;b;Z;;<}< + <"< <p<f<E<< +<t< ;>;;;e< ;<;׼;;M;V3<i << +< +<k<l<#<:< <*<"t<,K<<ܣ<]<:<$U<./<&<02;叕;i;$;(<< F<f< F;;7;;<< &Y<%d< <>d<V<<<'r%<1<(|<2<S<<< *<)<3I<*h<4o<4u3+;g3=3R53g3PX3f 3))3;|O3(!393N3d3L3a3Ik3|3}g83s3}3i3[33{A3Fd3x353-3333&R373$Z]3593JP3_|3HN3\3":33,3303E3Z{3B3W%3v5X33sS3433Ɔ3M33p8j39A3l3ga3pA3n3r3:33J323М3B3N33L3G3в3$3Ќ3O3f`33944g4m44#%414#dm42C]4c444(4#u42V4#Y4283D3+3>3ϐ033ť3u3 3z3κ33ͭ03q33g:3L464RV4944#[41>4"41k>4<4PF4#4U4!404!,Y4/"4B4SL4BP4S4ew4y4fD4zU4Bf4S4BG/4S4fa4zv4f?4zT4]4K44z4444H44q444e4fA4;4U4A4S=4Aj4R4e4yO4eBx4yF4@4Q4?4P54dhq4x\%4cR4w144UI4f4444^t4d44p4H4Ą444]4P3Z#3h3333ME3gK3'3s3=M33Z3ܐ33ڂ3N 40J44;44 5c4.434-4$4w%4z4$44,84]4*/33G3F3h3?3'33([3c303$V3.3!`3D3K3,4T4 4 4 4"4(4g4'34 +d(34454%,484"4>4OX4=L 4N94b4u4`y4t 4;84L4:4Ja4^4r<4\4p4c444b494a424H4E4~4zI4`4444M48A4HƸ46<4F4Z"4m4X: 4k:44 4D:u41%4A4U4hy4R4e2474R#4;44?@4 e4^4U#4|k4=4yt44I4z4o4~n2$\22݅2 +22R2ƭ282y2ci2^2P2֞222o2:2|2·23B32n3 322(2.l22 o3 2x3B92da22{n242}2 2M2jB2u2 +2pD*2 2U2|2s 2~2I2s2Cd22u3 +2В32S2n22ʾ$2A2Nf2d23g3.383+7O3@3S̨3<3Pj3T3(H"343%9393L߅36c3I-3ia3y13e3|3T3Y3d33a/3x*3]=3t+<3ħ3[3U}3&33" 33332c3EXT3/Kl3Abt3 ]3eN3 z33+3=O3'39!S3YE3o|3U+3j33323Q3P{3e3LN3`S3}3!3w532j}2d2d02~DL2z272KJ22^2w 2X2p22X2d2k262222M2 2r252222$2s2272೗2R2j02LZ2ca72,22|2oY2F02\2@2U|2u<]2>2m2 {22 922=2T2ډ2/2U2E%2X2?22 22bs2؋3D3f3l3Z3#34&3k302Z3 %23 q363,33'I3Gl\3[a3B3Vz3q]3p3l$:3<3=V3Q(383K%3fO3}f>3`g3v`2ֱ3233G3#U332 K2P2<23 l33@13`33H3FSH3.3@֌3Zo3pd3Tk3i3)"3;R93$Y35}3N_3c-3HMd3\=313933P3Hu3833p 3(;3DG3>3O3ȕ33P333- 4Z3i4u4L4 k4-473w;4n3Y_404E44 g4 39N3s33`833Z33 33'33B3(3ޡ393Ŕ33H3᧟34 n4M64>4vt3233n34J444 l4/=4?4,4 474H4fΎ4z4bY4vHi4240444^74q4Y 4l424a44U37333o34N31333I3t3$3#B33-3y3 3Ӧ333_E3d4 +uK3 4R/333˫3׀q34!%3463,3:K3|3H3q33"f34.3y3Q3rl3VV33x3s333 33`3A3:3߯C3Q3l33=33ُ33h3B-4/4$K4DŽ4!@G43[4Cu4/4?84P.4}x4 ˿4B4+L4;4'464U$24g4Ps4b4{N44vT44K4]4Fћ4XH24pT44k4M}4 :9,[9?;29S"9j9TH9k9,39?K9,%V9?k9T~9kX9TQ9k}88888E,9 .99 +9/~8߂8Z8ފ8'(9 +A99 &9Y9+9?d9+_9>`]9S9k49S)9ja9*9=9)9<9RJ9i49Q69h999-9#)9099 +99_E9G9>D9/O9D9D99.9N97i9°f9v9i:9=':Q=99֙9—9d+9d:f9:Fi9O9F99a397f99c99BO9J99 +99{9=99>9%9U9i9땽:߰9:~9~9Է99ӥA9!r:=9襡:Rb8U88f89Z9$998ى848֑8c9Xk9999(s9;u9'9:89O9fKj9NI9dT9& +98)9$V`96\9L09bk9J9`G8+88?8994 9 98k8v8̱849vg9?8"9 9"94W9 d92A9H/9]9E9[H99019A"9-9C#s9Xy9@9UN.99!/9}i9K9<9\99z9z99xf89{9|99j999y9f9ծ9o9Ѕ999)N9Ϊ.9E9X99t999u99r&9X9|999]9o[99l99)9999e919U9B999,9?99łu9b!99~99֐9)r:::A:k:,H:=6I:-:=:d:2:)P:X:-A:=_:,:=|:O):c:P37:dc:xU:4:y1:w:PUr:d2r:P":c:y1 ::xZ:r*:8:q:k::,r:=@:+:<: :߽: b:8.:+O:;5:*:;l:O:c[:N*:bu:x:/b:w::M2:ay:L?:`:v:A:u:=::::g :6$:}::>M:&:tF:ƣ:L::M:k:6z:Ѳ0:&::W:;t:;C:1::::);Y:;ʮ:w:::e:':خ:mK:4:&:}: :$o:V:j:d:U:(:M.:",::;':;-:O:M::^W:A(;:]V;: >:7: :a:)F:9:'.:8V*: A:R::?f:&t:6d:$+:5=P:K:_F;:Iz:]=:tJ:h7:r9:c:HPX:[o1:F{:Y/:pJ:4:m:(:ֿ:t:(::#&@:3V:!O:1U:::6.: :WB:.:x:,:D:W6:B>:T:ki-: :h:~:?9:R?:<:OU:f$:{:c,:x:]o::\n:%:/8)8/8ŷl8܊89 +898D8;8188898 h99?9*^9i<9'j9=9R&s9:s9N~>99$Ԫ99!l96ɵ9Jˋ93y9G88 8J8x8 Q9X8rR8g88+88v +88S8M8@9٢9S9 f9KH90@9C9,_9?CP9k9\9~9j*9(Y9;&J9$y96t29h99d9}_?9^ 9k9999`=9x9\9t*99969f9̉99^9l@9ӊ9kZ99T9s9b999E979ox939X89o}9S9j9Gu9h9ł9<9Of9eD9Ju9`9~5o9o9w9 999M999ؿ99ԋ949H9a999A99888 V88қ8꿸8#^8Ŏ88*8*8>8t8IJ8 8e9m9G89 s9 92*9X9."89 8f69l9=9)\909$8U8K8H8Cw88S88-88+88 +8EH8X8^8L8=+9"8+8{9C9 &9 }9y8 888+t8F9]9/99w99EZf9Z89@9Uv9q|9J9l9f9;Ő9P#969Jd\9f$j9 <9_)9w99_W9f9zW9=h999 9[9=99'99 +{99919D9,}\9?Ko9Z 9p9S 9j,9'Q~999">93/9M]9c;9G9\r99.99\9h99ȸ99{9"9sq +9J9u99j9:- +: B9: +z:L:)<:H:'U9tc:9Q:q::$P:#g:!qM::+:Lbu:7L}:I!:`:u :\:p:4s:E:1(:BO:Xk:m +:T:h-9:v9::Y{:^: :e7999)e9TW: +X`::0::-Y:>:*-:;#:Q":e:L:`lS:&3:7]:#U:3$:H:[P:Dbm:V:ՠ:Ho:::gx:M:::~e:^:~::::o: :|j:-::!:;:N:*:):kk:::l):ه:d::T:z<::uw::Ru::`S::pA +:$j:j:8:kO:u:P:Gh:۝::::ҏ"::F':D:j::?:R:3:ې: \:ץJ9b 9~9Ս9:~F:z=:S:*9И9L 9a{969: +c9Z::U:/AI::+3h:@[:RQ9:;:MF'::&{::":6:H?:1:CP9z295r9E9y9B|:|I9:99.999S*99d99,:S}:w: :1t:-:>w>:):9JS:KV:]::O:$':3-::.H:fI:{:`:uP::`:-g:(:Z:oԧ:Up:iQ:P:":}-:s::l$: ::/:&:J::5p:/:):"z:::ɏ:l:Ą:P:dW:J:]:yh:P:rk:R:E:W :?:Q:kG::eh:zn:k:::::+:z::;:l::4:1:::aB48K4p/44̷4ڲu4 44~k444H44FG4첐4:\4J45 4 +5 f^55585`4F5 4@5 55B5B5G4]4ʣ+4z4+44b4xr44K)4ɀ4z|4Ȣ4Ô4! 44'4`5 c4p5 55#45z5445455'p555cz55ȋ5*K57Q5*G57o5Dh$5Rx?5Dg5R5+%575+-57S5E 5SDM5E05SZ5aV5q 5a5q5S55"55b9y5r*5bV|5r*y5X5"5o>5=5+ +57J5*57\K5E5S<5D55R#5*C565)/564H5D<5Rc5C5Qz5b;25r5a5q^5e555<5 5a] 5q05`s5pg55¤55V4{P4ǒ4N4Q4׶44_4@444qe4A4i44!4}4XQ5z>4H525P55545 4555M5A54d4ts44|94,544K4߷<44Z4͇44'4E4R4ڣ4H54e5;5 5`5 WG545S44w5 +55 ?505(&55]5'54[N5B5P5A5Oc5&=53.5%=51P5@Z65NO?5>5LЈ5_5od5^v5n(55`5~#55]5l5[5k 5}7'5Q5{w5e5$50Y5"5.5=Z5K#5;a5II5 ]5,5 T5*595GDN575E25Y`5i-W5W5gI5y~5[5wN545U5d~5SR 5bc5t655rR)555\555 5$5C55b 5v5F5B5T5P5~5BY5J55K5Ȝ5)555᭺5LA55h5V5a>5=5հ=5◖5~[5BR5Vp55q5K'5`5(5 +5B55]55ۻ55d$55k[5wh5O5555մk5⨰5*555Ȉ5i5`H55_525 5 +56;6 6U6 D5敏55<5a66 (6[6 H6|6/6#66n6$6-6%6.S666C6e6&)6.l6&6/X#5;5O5.5I6|66}O6!5L5b5k 5k6^V6z66 6 k6B6C6Q6&56/6&b6/66<6t6]6&̖6/6&6/u5 55U\5 5,5—5>55=5)55&5U 5&5E55 +~5358?55=5/5]y5H[5:55%5g5L~5-5 55p55: 55I555>5&5S5r5r5Ab55X5a55h]5H5݊5Ϝ5b$55ڳm5s5)'5?5L57755C555@575ܚ66 i,6Eh6 5*5V5I5Iy6O6 J6I6 6^D66ܳ6k6&46/6%6.}6966w6t\66%6-B6$46- 5黿5/5566 +6'6 D55Э5*5v66{5R6a66z6766#@26,_6"(%6*56dr66!\616 R6)_66(@44"4 A4 +4Ǵ4C4m444R44z44ѽ4B4w44vO4455t55 4u4z44<5͌5 F5:5 424e4WQ4q44 4{4ǁ4d"4Ex4Z4 4z4E4H4j4_ 44גK4躯4d5 4 5F4ӤY4䄚4ϗ4-t4G5{425`55(R55&55p5B535@@l55$_%5o5!505=d5.5:5PZ5_5N1t5\5o55l85},5Keg5Y5Ht95V]5ij5y +5fM5v65'5`555+L575(x+545C55 n5!5% 51ж5"5."5E`5S5B*5P.J5b5r5_5n5>75L5;g 5H>5[@5j5W]5f;4=44494424D4-4y`4#4C4i'44_444c4 444ӹ4t_44 4-4'4o`444 5 565575c5+CO51R5'a55(55 55$]|5P5 57ܱ5E754:t5AYP5S\!5bQ5O>5]505=c5,q59X5K5Yw5F5T4N 5ݲ4Ks55350g5í5y475e44:5 I25535 O5(<55;5$?51p5BYo5P;5=5K 5 5,r55(59d5F54I5A5m5)5:5g505.565;Y5w55555(q5I555I55 K5&5ԓ5-52555kO5e5w5ϩ(55555@&5\P555J55B/5{55v5052g555(555si5(h565#5d5+5,5]55x|5s55e5 5ᓩ5(5H5쌄5V65065k5z5ٙ65̭56 56{6 6!6 D65=656&6v 6% +6 +6{666P6#96H6!L,5֟h515Ӏw5f,5O55ߐ5/5>~55ۦ5jm5G5*k5N5=6.66K6 686A6x66RK6 +6C66n66r6~5r 5hv5m|5}545yk5055h5xش5c5s5s550E5595y5N5dO5=!5555OR59m5>:5B5\556^55^5nn5Y5ir5~̗55y Q5A5T;5c5O5^-25s^55m5}5 555L55A>5&l5}555kX5h55M5.5U5Z$5պK5ż7555,'5ީn55!5F54*5+5ڊ5w5P515B6x/5O6( 686 M6 6N5M6Ÿ55O6 /j66645N55U555ޥ5͔5<5K5on53G555G5ĉ5{s5555y676 q6K6&55G5B595 6.5[6Ӱ;;;1J;O;+ ;8;+Ft;9((;Tw;i!;=;V;+h;9cP;+Z;9>U;GU;W6;H +;XR;h=<;z;h;z];H2;XB;H;X:F;i;{;i$2;{';G;#m;;;+d;9a;*e;8|;$;;j;];*5x;85;)N;7o;G;X;Gb;W;h3;z;hX;zC%;F;V;F;U;gW;y_#;g;xS;;>;Y;";S;,;E;m;(;U;-t;a;;;;6;;,;j;g;,;Zt;ی0;; G;;f;;[;l;ܗI;ε;a;;9 ;ҧ;~;Y;e;;>;R;;;&;($;;;x,;;;v;J;Ε.;;,;Z;L;|;;C1;͒;ٚ;;>;S;;dS;~7;(h;6-;'\;4; 0-;0; ;ӝ;&W;3;$;2 ;E";T`;D;S;e;w;db;vCQ;BE;Q;@vl;P%;bn;t;`;rp; +%;a9; ;B;";0w!;!V;.q;;cp;H;;6;,;ׄ;*;>;N-{;<;L;^J;o;\B;m`;:;J;8;G4;ZQ;k|;W;h;:-;{;;k;F$;r;e;;{;;-;;nY;m;Z;~;;x;;;A;ړ;:/;z ;;C;%;:;;;jt;;5!; ;!;;G;;S;k;};Z;z{;;؅;z;3N;;h;;;;ƻ;; ;;9;;;+;;оO;Z;;;;<;p< <JI<C<;W;;,;+p<><"<x)<Zt<V<L;B=;TO;el;Q`;bzl;0i;?J;. ;;LB;w@;OI;tz-;;;Xd;;;JL;pN;m;l;';l@;ҏ;c;ҽ;b;;;;F;q;N6 6'q6(6/ Y6.646%6,,6*6163x*6:]68=6@[656<- +6;u6BG6B 6IB6I(6P6AW6HdX6G8m6N6O6V6U6]=5r6k5M6R6z636 6(6666 g6fN66u6U6z6H666" 6(%6&6-566#%6 ,6(.6+62_^6/676 1646 p6I6a6;6S6!`6O6u66n6D6%<6!H#6(6$x6,a6(60636;68AL6@'R6,;64606686<6D6@6H6/67+646<O6E6C6KA69͠6A\6>6Fo6I 6P6NT6VW6M6T`6R76Z6\+s6c16bxP6jXW6X{6`6^s6f6hX6p6ni6wL6CxF6Ks6H4%6Pe6SX6[=6X96a,6Lۉ6UBW6Qk6Zn6]̼6fx26b +6k6d!6l6i6rg6uZ6}[6{*6r6oB6x'6t6}3666v6-65b6;5-6</6B6AC6FF6H6N+6BR6H|6Iv6OK6OH+6Ur6V~6]6Lf6Ri6T26Z16X#k6]p6`&6f 6[T6b 6c6i 6h>6na6phG6v6P=6V6W 6^6]6d6eB6l6]6e6d6l&F6lT_6s6s6{ 6k=o6q +6s6yi6x6?6r/66zX66N6 +6]6(u6O6r6cj6h6k6qn6nc6s'6wQ6|N6ttE6zr6}616,6e6t66x6~L6+6666ny66"6666hN6 +6q62`66$g6I66V)6z66><66/66p66 /6U6c66S6u,66676j666d66`_6|66'6366k|6s36rE6z;/6z6W-666y#666i66ܼ6U665666H66~66 h6666!6?36[6fv6 6,616t666M6s$666N6"6[6@66g686~6y6B666D66F6Q46 +66O6666i66R^6|6"66>6υ66t6 6C6- 666m666h6I616K666666@66466<6S6`6gY6O6a66O66E6 g6n6W^6 63T6VA6r666TU6n66K66O66A6ô6'6ч6`6ր66J6'6b66)6 4e6$6,`6'6/ϯ6^6#66TC6&6+=63$*6.!66\Q64PM6͂6Gs6L6Um6PL6YW6 #6(L6#Z6+D6169v-636(6F6Py96H#6Q6V6`#6X6bĨ6k?6ur6m6wr6Z^6d6[֞6fE6nw6y6p6{e6t06z6w61g6̴6&g66\6zm6F6}P6.6(6{6c6J66%86s6)6 6U6Y66RK6Z66ݴ6a6>666[6T696666d6)J6F6c676݄66j6666666o66J6;6d666ϐ66V666T6o6x646666)6I&6 6>66R;6u66o6&66I6y666C6!P66m6B66w?6@66e666SD66@666<6'6\646666 J6|6;6O6OU6ٶ6&660666\$66t6ڍ66ο_6m6ӿ66+6Yw6I666ɉ60c6,)6ȘB6"6"6s66ջ66T&6&<6X6"6ރ!6懓6*65C666ng666A6R76E6`6ѝ6#6u6#6㶒6+6566&6U6듖63)6!!7c66@6I7 +F7?7F7 7U77 Z,7 +#777#T7!p706v6d6ݟ66ͱ6[#6h6j&6(66W66l6J,6g#646P&6H6Ǹ\6ñ6˙6ٷ6_6Z6Ex66{6ck6^6:6D6ݗ=6|6f616VO6R6cV6"66^6#6Q6̎6,6=6vm6#676ͦ6H<-<=p]=q= = = 2=ai<*<<:#=U=;=9e==9 =g=== ~== X'= B=0D=Rt= +%s= _=S= ==~v=W#==z=2= p=== =i`= = 26= B;==:=b_==YG=&=%==j=^=>=V= =|==(=S,=TP=!{="c=&+==#g=#q='=' +=*`=+M=/N5<:g<Ɵ<=.=34 =2{=6=+=0׎=.e=4=5߀=:)=96L=>l1=7C=<=;ߤ=@=A=E=E=J=?=Ez=C~=I^=J=O=N=U,= i== B===)=== w=,=\H==r====b=")==%5='=,Y=*w=/="5='k2=$Q\=)=,=2=/J|=4==d=?==E= =]d="g=۽=X=!==#=$W= )=%=&B[=+=(Hd=-=1k=7C=3ҋ=9=*)=0=+=1=5:=;Y=7=>=1=7S=5t=:3=<=B,U=?=Ek=7==W=:qk=@-=C^=Ig=Fi=L=GnT=M1=K =R"=T=Z~=X=_w=O}=VdF=SW=Z9=^(=e=b=kQ==sj=Co=?I=F!=IF=P=L.=T0=Bg=Hf=D=Kd=O=W<=R7=Z=Wjp=_C=[=d='=hn=q=mB=w=_6=hO=c&C=lЄ=sM=~B=w5=S6Du66e6=66|6,6/6d6626s6o666VC66 +6@67H6V6676͛6a6f6666w66Ҭ66666})666?6M6'6)6ǃ6I6A66c66{6M6{I6O66n6J6T66L6C6s6s6C@66b66f6kQ6E636[6Fr66u6 6d6V6F6д66P6bk6F66 6|66a86 6B666X66s66~56666666r6#6[666c6w6o6Dz66s6\6 6 66P6@6G6g6}66ͫ6X6lj(6K6е666|6'6J6D6<6f66<63M6Ȣ26ű6ɸj6"6ѷ66m66Ʉ6 6 #6Z6vE6 66bp6"6W6Z666,6*6ҿ6{ 6Qc6ڤ6~6ы666W6'666<6'6'66z6{z6667¼6777 +7#7 +t776>666".6m;66Q6_i6y66$6ñ66666R6ׁ6C666yL656k66H6+6v6Ӻ!6666yX6s666-d606m6ER6uC6X06]66f266]6-66}6*F6U666'p6)C6A66 +6Jf666d666|66666l6s6q6;66f7XK7^i7B?w7D7cMf7g(7' 7w<7,7-"7L77-U7,@O7Ff7G7i 7kY7GZ7F7k47j|6ݚ16P6J6|6666Q6[B6z7 #7P6*6v7{7H6z6ԡ6B661p6ϗ6ݪ66ڗ6j677(6s66ȩ6(7c77*؊7(77׈7&L87#Fg7Dg7B>7h*7d 7>7:ļ7`7Z87G7 {a7ٱ77 77dv7h7d76#"717TO7Md 7+7& 7FQ7>[\6Rq66P7܋7M7Q7 +7 7<7 7 B7\7W787!77-7UE7/7n7#7dl7%f7.79X7)b75P7;7K}7C 7Q7]^o7qq7#[7#h7$In72'717@7C"7W72M7D7C7Y7Z 7s37t7,7R 7gc7nO7{7~97^7w7Ey7B7,h776u7ue7,7Ѳ7桒7/z787E7R7B7M7`^7n&7b57s7J7_7}77ab7l7X/7be7}J7o7m>7w).7+7J77ɮ77777j7778"777)727˟7/7 7MS788j88C8&K897ݫ7a88@ 8#8 +J8 zp8,k8'878Ny8c8G68W 8xձ8~7W97r7n777Z7x77B777G707϶O77W77-7ڟ7Q7G8 F8 C8#f7Jn8{p8 8&I8&8Bt8C8e=7-57ߟ7=d7Q7 \8r18877΍7ݧ8+8808#/8GF8" 8AN68:8_8e8 +a8- 8R8UT8`8r8_T88r8=8hn8r828<<8WD8JYR8c8u8˭8`888w8ZK8t8*88~*8P8z88l8 88>{88ӯ8勓98A9*99p8;x8U8K8%8oL8!8;H90898p8+99<9)9*9EV9 ɕ99#98d9,9=uh9Mۉ9c-*9AF9Z3D9a9C-9s~9099o{7+7F7~7H7%77C7L7&7?7c77H)7 +7s^8477³7C7k7 7p777Z78f87'7مF8 [8 8l8#2878BC~8 8&8K8Si8fn8u r8i8E88+x8e8g8+8-g8Y8]8/o8/R8`8`?8l8q888#,8rc8a8 777%7"X7777 76=7M'8)8z776h87\]7}67s7@@7ҕ7i,7_0v7{7c7fL7d7i797V7g7ؙ7_Z8-|8*y&8^O8ZX8%*8 8Tz8Lk8]Y8v8887@8Y88Q78#8&8\8Cm898 8 +N8.c&8"8zz8m88h8^?8OZ?8v8Xk8'8p8/88̊8%S899 +W919*':9799&S9Bj9M}889 NG94|8F8}9W9Z9-929VI-9]E96#979a9c9Nuv9^|9x9F9mT9z^9]}9Q9999_999{ 9V999y9N9^n9K9&h9[99G9Z9ᤰ9k59x9y9U9׆8T8E9)u9!s8 i8bx9 9@97G949c9aB90w9*9\^]9UOq8$898O888v8ޢ9#~9k9LP@9A9@995g9(c9C9X9949 +~9v9L29^&9C9Е9&9T9,9w,9]9=09|9o299 9a49Q=h9B99߹99mh9֚9 B9h(99L<6<ᝮ+=:=>C=@%=C;=@z=D=Fݪ=J<=$ɹ=&\=*M=+='=)oW=-~(=/'=/=1H1=5=6=3=4&=8=:p=+=+=0=1@=,=.=2=4 =6l=77=<.=>K=9=: =?hO=@WT=:$===@F=C= L= ,=l=^= = =q=e==M=_=χ== ==B,=#"=#z=(=)Nb=#]=$1=)=*d=$+o=*d +=*V=#=#nG=)7=)=>=a=mT=}=5=4"==eW=Y5=Xi`=d=bI=F=E*=N5=Ll=C=A=K=HU=V=UB5=`K +=^6=R=Q?=\s=Y=74=;=<=?=>=B=D-^=G=@z=ED`=Eq=J=I=M=N5=TFk=F=I=Lr=O=MQ=Q=T|=W=RB=V=X=^[=[X{=_j=c +=h>=K/=O=P0?=Uݧ=UXW=Z=[=a=U|=[=[}=b_=b =i#=i=q=_y=e\=hAN=nj^=k=rh=u3Q=|h=pP=w=y=P=Um=*=(=_5=T=W=\A=_P=[LK=^ =d/!=hP7=d=i2;=m=sG=ms =r=y=~=aA=dC=kq%=oB=g=iڠ=s =u=v=z>=J=N=3====x"=)=I =BM==hi=B=M=W=e=*<==̝== =e===ޝ=w==6=P== ==== ==p==`=ap=i=h=p.=q =yg=yl==mՕ=ww=t4= +>=E=B==g==i=X=f==f==P=H,=3=|==63=W==C=|q===š==}=k=x=xZ==c=}==8>> +N>V=]=۫===:=R>;)> +=(>0=> j> I>>:E>'>@>>H>"l>]>$@>->9}>&Hz>4)k>8F>H2>Ac>O>Z >he=lp=n=x=z5=p =qR=}]t=~======u=p=k=r=sy=J=g=s1=s*W===W=N=D==J7=<==w=N==ô=p7==K== =Kr=87= ==#==h,=ўE=r= ='}===%=T=W=`=H=6==e=¬==j=rWQ=p_=?=~?=o=mb=}4+=zm3=&==w==ۇ== ==kaR=iAv=xi=uj=f =cF=rk=nE==22= = =k=|{=ݥ=[=_=2={====z=W=J=V=ن=וN= = =O=С.=H==f=7#==g===&=z==Ɖ=M=%b=A{==vH=ߴ==s=l=E?>>)>l]> ݽ>>!W>>>':>,|=^}=P>> +#=v=u> k> >c>6>2 >6> r>"7>8M>:>-S#>6>C>N>>>E>[>a>]ڸ>j>{>E >zk>>>Y>Ku>P>i.>p >T$>V>u>x >1o>>1>u>>>d>{==> > +={=[>>>!>A>:|>8>>e>5}>1l=$=F>= +=J=b==>'> 5>+>&> >l> E}>>W#>Tj >y`>wK>QK>L}>s>k >KW>~>p>>N>>>>>F>@5e>f>]G>7K>.f>St>I>>h>>>t>f->Os> 666?]67S +6@6I@6S q6J0*6T 676AN~68o6Aӕ6J6T6K6U}6]Q6guZ6^16h+6ro6|}6sP6~HY6_6i6_p6jP6tW6c6u&6"s686B+686BV6K +6UE6L6V)o686BT68 6B%6L/6V5"6K6V{6`=6j!6` 6k+6u6u6v66`6kH36`x6k.6vB66v0_66 66T6666f46n76Z6&6 6t66,66666#66v=666<6m6k6m66|66|6S$6a606 6m6T6%6B'6b$6{66y66}66u6ˈ6 6866)\66666s6J68U6|6N66$6 6C6?68H6A67H6AA6K6U6K6U1=676@6656?*6J\6Ty6Ix6SC6`%c6jG6_6jZv6u66uc6\76^6i6]6h6t66s[6 65396>64 6=r6Hh6R|*6G-@6Q8 62G6<$61A6:6E6O#6D66N*O6\"6g*6[6f=6r6}#6q56|}6Z6dv6Xn6c~6oR6z6m6y6k\6a-6-=6%"6~6Ǎ6EQ666W6VT6N$6j666n6v6@H616 66$6E6666j666v6i6ȏ66F-6N66 46Y6P666[676$6J'61;6:6{-6@6zS66HO6ы6~6Ap66q*6 +666L6s6z66]s656Om6D6 6j$66@66d6_6A6k66~}6U6\6 6ٷ66Z6_67d6E76Ƥ6{Q6B6M6]7 T77 6[6 6Z6ö6w6ֆ;6/6׺L6Ͼ6F66Ğ6ͽb6ؤ616B966G6e67<7.77-6<66w6u7I77p7 7\7Q7B7#u71k7J78|7T77(ȱ77-*7@ 7^7F7g7kJk7W7x7.7F7-7=7787277&77)77`G7727 767M 7po7R7x\7"79i7$7<T7Wpa7a7[;7m7<77]17L7֙87<8 Y7)7 77›+7 87qT8@6#_6ļr66ġ6c6ُk6Q#6ً616L06%t6þ6646c6؎?66q66*777ڨ7h736槖6M6'6v37B+7747F6m6666̋6י6u6Z6r6ҽ626u6$6h6ȝ666 ?6U6S"77z 7ж7f6L6s6i56{7g727\7 7%l7=7&r7>Ю7]7mc7_{7 7&g7>7%7>7_͓77^7}77D7զ7ɒ7y878q77ʽ7g7M7p8 |7+8 7$j77Y`7 A7 76ȋ7@72)7UK 7~j7Pa7wv#7\7F77Ĺ=7D8=7387717.7A787 8,A6/686-676B~$6Lb6@B6Jr 6,I65(6*(63y6>w6HYS662wq6;f6M6W 6J6U6bQ6m"Y6_~6j5v6H76R66EQ6O46\`6gD6Yd6c6A6!'66v6(6ZI666}<66{6N6Y6c676H6$6K6pI666=66,666663R6,(66p6x@Q6ժ6u966D666566r6}:)6n6y6\6B66e66<6&<6oM6!6676W6O6(6a 6666 +6Y*6I6&Զ66$!6/686,Q65"6$6!4=6|6B6)?6286&G6/6BM6L6?*l6H6V!6`26R6\6; 6EmY686A6O:6YS86K6UR62E6=6>56&j6#F6,6k6 Y6(m6 ;6 6 +*^6B6 6%c66! 65#6>\61V6:6G6Q06D 6M6. 666*Z(636@#M6In6<%6Ewt6k(6v6gq6rQ66q6}l 6g6c<6nb6_6jR46yX6J6u 66Z6k6>6;B666_66 6I6A6;6E6:66#6[Ö6f")6W6a%6p6{6lP6w6Sc66]m6O6X66g6rR 6cF6mw6r6.v6 6W6 66wy6b 6})6"B6x 666]616k6668`66`66e6666Z66Z66̀6#656616h6N6i7 +%676ח866ԛ646:7 +q67669666X6Or6s6Ĉ6g666)6O+6A666}6n6D6ِ6n6 6666գ6Ǚ6ѯ6K 66}677.7lK7)7J27oqx7C7f7[7$7^7Qj7<7] c757SL77N7ŏ767}8 ˻7 8~7Ww77{Kq7mD7U7n77/ 7 +,7777.17IR7&7?e7#7=67 +:7757g7,`7m7.07`(7W77gl77ɢW7R:7y47FE7h7s78 7;7s06C665l6666666B66w26+6u646E60v6͹I66?6ػ66 >6!Y6F66S66te6ڕ66;}6? 66ro6 6.j6 +66Ŀ6g626:66w6t6^66G6 +6p6-@6ƈg6636>676U6666@6y667.6+7K7SI7#7 % 7A696/6Nt6L7_q77W7 7:G7Xo7/07IG72i77k77$ȱ7;\97`7.7Y(7 7H &7i3/6o6*t6(6~6*7V67B6ψ6-~6)Z6i6漧6676a77#\7 :7=78S7TA7+P7B7e7G6%7c7tG727g7%K<= #=.<ݝ<5<<<_A<[<<}=H==Y==w=]=n=Q=i=< <><ٷ<4<<<7<<@=E/=?›=F=2:=9Ǵ=3m=9=@O=G=@=H@I=F=M=HnB=O=U=^Q=W=`m=J=R^=L-=T%=Zf=ck=\=f0=gE=qc=jG=u})=}r=-6=\=/=mp=y`=pȕ=}@=(===5==M=U=N=VK=^d=h=_=j7=OY=W=Pc=Xҩ=a~Q=l =bW=mRb=tF==v6=&=dx==^=H2=xp=kk=y#=6?=g=`=)==}7= #=e= r=&m=-=&ɇ=,=%*= S=z=Y=&=,=&"?=,u-=3=:J=3S=:Z2=Aj=H=A =IX=3=:;E=3,=9!=As=I=A7=H=o=q===%=,=%/S=+S=Ԉ==='=$=*ǭ=#/=)|=2 =9 =1 =8D=@g=H=?M=G@=1$=7b=0n=6Ӵ=?=Fq=>#=EU=P=Yl=Qfc=YH=cA=nY=c.=nސ=QQ=Y=P'=Y=c=oS=cw=n=z=={==\=0{=G=l=|R=D={=====!.=PD=Y y=O&=X I=b=n=a=m1=N?=WG=M =U.=`=k=_=i={ =9=z1m=sS=====W=x= =v=v==5 ==<<}=_Z=%={=#=.}=5k=-=4q=<Ć=D>=;j*=B=,=2V=*=1=9^=@0=7-=>Օ=;/===7=8="m=Y= `E= ל=F= ===r=ke=F=(s=/.=&1=- +`=6 =<=3=:=$h=++="=(޾=1dr=8;=/5=6T=K=T=Jv=Rb`=]=h_"=[N=e=H$=PO=F<\=N=Y@=b=V?=`=t7=g8=q=i= +=kO=4==n(,={"=j=w+O=F<==0==DGY=KG=A=IK=T=]E=Qp=Z=?G=Fz=<=C=N!=V=KGY=Sm=g=t&=d!=o21==e={=A=_=j|=\h=f[=v̽==r4==8=M=3= p=s<=0=#==ޞ= +d===6=|i= == 5V=&O6=Ɂ=##=,@=3=*I=0}=3=!JF=غ=='d=-=$b=*=r=VS=E2=XFm=a=T=]=l=xO=gq=r=Px:=Xy=L>=T`=a=lO=]x=fj0=-=4T=*=0=:=AQ=7a==W='q=-\=$%=* =3=9`=0/=6)4=H-=Ow=D&=KJ=W=`=R׈=['=@M=F=888e8~8ﻱ8Q9DA8788X8u8{)9 p9 +9'8%R8Oe>8/Q8\ 88[8J)8S888hz8@8rC85Q8D8 8\8 08}8y9?9 96#9"9E 8䄊9 8r9B9-9S.97n9`9W9(,99!e19>@9DN9ci9_Q994g9VZ9Hr9n1Z9{<9M9&9F9Hd999;9-9,9Q99[9v9C9g99-9}r:g]9[99n9Ur9b-979/9ĵ99 +9990^9Od99q9299o:\:::}:%9+: 3*:g:4: <:3ަ:+:A@8Fa8zַ8J78]88c8+8f8L88Lݷ8~8-X88z8E(8U99}9 q9@79k0>9F9s9a9$Y9r9%9KE9y9M9|V8K=8"8G8~8 #8e +8s8T8B]8x(8;k8oB8C8/r8K8"'99%{9P9#{9M#9}Y9Kvl9{8e9D89o9G9uZ9@9nKe99q9?99MQ909ӹ9cn99۶999f:9B:": : #:R:'k:6C :MA:?9:W::-YS:O:1OA:E/:_:J:e{ 9F9}9`99de:1|9O:9{9[9L9)9ڽ:9̬9H:ɠ:3I::38:Mg`:h:MS:iT1:t:1:3:-l:K~8:g<:Gp:b 9\999d949):*::V:X::#r:I:&ɿ:0[:<%:T: :~m:: :Fe:$:(":0 ::7 :G:P:=:A:W:\:&:6Yq:7s:I:Ef:SW`:Zs:iu:G:[I:V:lZ:n$8::l:A:_f:jS:w.::r:x:5:O^:f:J:5:3:)/:,::|:C:%:)#:):|: +:& :":C:Cc:_/:_7:@:<:\H:W":V9M:k:Ү9o9@: n:h:6':.:PN:G8:$:":=1:1c:{:|=:GU:e:y:t4::\:>::`:~:::\h:s:[: :­Q::::*X:k!: K:(:Īx:n:;:·:pI:<:S:*:t::Z::a:Α::ʟ:̜O:ҋ::L:ɱ::a:<::P:: +:h8:;h:i:V: B:͟:ƶK:b:.d:,:eC:8::tO:t:%::::!:j::::/:hk:&:Ed:6:R_:p :ѥ:jJ:ǰ:K::% :ӊ#:F\:::>H:q):838dz8)&8X&88hr8d8I8L8Jj8j89}9<9_99d9 9ݹl:9%9*:G:,m: O:m9G/9+99ߋ9]:c9ݳt977 7O7[$8e868q8!x777<7N7m8 k7oK7~8eI8X'8I8{rG8i8݈8bw880:p8Z8K/8='888j8/7y!7K7a7 7dt77B7G]7L7ln77:7T77=7vY788#278 \8H8v28+`8P7k&7A7H7Q>8q80=789\9&8m9R9I;9q9/x9R8g8?8g8B996A9w99u(909zq9?s9^9M9J$9y9X|9~9999YC9)99}98x888~~8A 8n98\88E8V8A 83?8W}8L8]889x98999V9w94b"9O8ۍ98w18)99,8Q9b/:w8::m:6::OK:ۤ::`%:z:Ro:ka:Z:Z :)3:S: :x:X::Ǟ:Ǭ:֚::m:v%:-:t:::A:O::B:ZH:2:H :q:N:]":s)j:!:5ha::":ISY:\|:4[:Fh:3:;6:x:!k::C:uu:wi:o0:~K:Wt:gL:8:~:uwe:,:j:ه: :t:0:ٍ_:Y:a:(:5:o:V:˯[::8:::::_":Ǯ::¡: B::º::):w:h:m:@:;:=:{:y::1:n:o:Z:r:M::K:aL::c:Q,::o:5:O:r::p::I:v::IO:x:y:xo::9`92: >:00]: :9YQ9969F9T:V"9Pl9*:?~:M:(TW:5:ZI:e:@:JZ:K_:9z:{{:':0U:N:9:9L89m9999I99Eb9^j9"R97(r9xL29[9L{9aЯ9ˮ99399:v;996A999v9,9pP9929q:nN::t:R<%:W(:w9:x:[#h:[;:7\::q":Y:Uu:id^:_Fr:N:F":>:;:%:!:5b:-=:&t::: +9n9Jc: ::9p999Ö?999Fu9ȫ99D: 'h: +99F::&9`9 9Ƕ9q9B99*9y999 =W`====QL====w=,==y=o==,==+=S=Ư=ܒ=M==S{>=7===m+=I>Tr>'9>@==?M=O=TC==u ====ڭ=hQ=b=z=Ă=N==TI=G=M=QW>> > >9>(a\=> =7> >j>0c>"<#>7e> +r}>t>3>$;>'8>:D>6>Js>c >2B>)>?F>F9>\a>V>ni>K6\>^$>_y>v>ra>>a>#>uP> >>ѥ>r>0>%>>4`>Kw>?>Y>e5>:>t>`>H>d>Qb>n >:>'>P>%>>L>>>A>>>;>Q>>K>$>>˴>3$>؟,> =}d=P=Ys=v=ˬ=0b=͐=W=$=R=>&=i=*\=`[=Ϧy=={>>7>>%><>(p>A&>>F>>p>*>D>,>G5F==&==C==蔖=?=挥====T=˅C=\=ǔ/=E>A>F>>>,B>Gt~>+ S>EO>Wl>k =ҟ>^>(!>B&>%>?>>Y>zI>^U>~]>>>4>!E>b:b>>d>q >.>ב>9>> >d>=_>>Re>>iU?>!_>>Ĭ>tb>Y_? >b? 7>e>>dOO>B>h>;>q^>fS>aWu>w>\lQ>}>>>Ƃ>b>z>>>> ? Q>`? X>>>>?>١q>-? >I? >>]>Ũ>؞>`>X>>>>Q>@>ދ>DZi>Ԯ>j>>nu>>]>>:>>ʒ>>ܲk>->c>6>>Kx?o?C>aJ>>vv>>?#?? .>t2??8???/Z??#Ҡ? :z? B/?0??$5?B:? ?$? v?)?,?6?.c?3aO?<:)?@H>>>>נ>>u>>>[R>;>22>n?[$?>>tz?Fn?>5>W>M>g>*>PA>˂>3>Q>>f> >&>F>L{>J?4??&?'?yP?T?&BQ?!?5z?6?E??E=?5yc?1D?E?A?ݰ? +S?s?p?b>iL?n? +M?,?(-?oq?7I?D?9?A?A?LN?Hu?L?T?Y3?J?Us:?P{?[O?])?cH?d?l5?v?+=??+Α?9lQ?G?:ZY?I>?r?*??(?9z?HF?7D?F?UW?aP?W@?bY?jH6?q+?m'?uZ?V?bu?T?`,?m|]?v"`?j*?s8Q?R>?S?^E?`?SN?Oj?_˘?\ +x?h)?kzn?pT?tw?kH?g?t ?o?KH ?C?W?P"?: ?0!?G?<?c9?Z:?lGe?db|?Rm?G;?Z/Q?Ok?v?z`?{;"?}?z͒?we?~?|?{? 3?y?|??}b?~AU?|c?r6?k?v?o?b?W?fU?[LA?y?rdq?w\?q'?iy?]?hL?\ɰ=o=,t=ȫ=i=^$=d/= =c=1=X=ϣ= ==\====Ҽ> nf=>>"*>:>>3= +>[=߄`=(>P}>*>z:>$ =3B=I=u=ʹ=8= =]=&=P=χ==P=:===Q=:=t!=$=C>>;c>>~=Ä=Y#=]==B> W=&_>Z>VQ>w>MC>k>> >B>k>D,>b5>< >W6>@><>xI>>G>ը>*>>h?>?>>M>f>k>ڥ>>͙>BX>0>J~>&x><>g>+\>Z.M>y +>?6>0>%>$j>Ir>d>;(>R>s>٫>>Z>>>oR>9s>J`>f>m>>>6>>=w<=z=~=)=*)=h==]=x==q0=}=n===l=F=ˆ=X=F =h==q=={==[B=8'==#7=={>=H]> >)G>@>Ȉ>/Ģ=%>y=2h=>> >>/>[L3>vM>E|>]>gF>i>z>\>3P>G>>#">3>_L>xk>G>\Q=>q=A==Ƞo=8>==<== ===ɯJ=5=dJ=-'>@>"E>>F>2x>>C >۹>."G=]>l==o>>f=> ++B?Je?#H?T)??2ɍ???K*?5,t???U.?]?I'?R> K?> ><?;???>T>✝>c>G>?>>|?*?3?|?'?>e?F?m?pB?y?x?s{?q?c4?g?XW?\j?i^?i|?_k ?^I?uLl?n ?o?g?e0?Y|?`?V+>?e?ar?ZA?VY?Xx?Nb?N3?F?Ke?On?=o?AT?Qd?Q?CH?B?.?21? ??!$?4?4?%,?%f?N ?J?@\?=+?DC?;I?7E?/BH?2}?.?"%??*fb?!h??}>>j>Q>Z=>>b>$>-F>s>&F>sZ>>V>>>ݻ>1>ǣ>L>d?!? qI>}>2>>Ɉ*>z>֘>PM>ݺ>B>|,>W>it>>Y:>NN>~>B>_>qt>'Y>6O >[>!>D>RM>,!>8*>1>> >`>3X>>7>K>`+>k>C>M>{J>>YX>`[?S?j?P??3?Z?X??Q>>?>>j>(w>>o>Һ? ?1?~?? ?ʽ>.>j> >>>̥>A>N>Ȝ2>™J>s>>>:~>>Y>l>>>6a>gU>k]P>">l>p>r>>=>>>&>X]>>>T~>D>qS>n6>N>.>hA >c)29է2Nض23 2H~2f2y2^$2wQ.2-2A8|2'u2:x)2V2n2O{2f222Y2q%22#2Y2Z22W2'2F2n2$2$22!l232t2-'w2H2^z2@2VYz2t2&22 *E29yw2NQM22S'2Fe2w892@2n82G2H2 22ă2eT2~2\C2u 2[222ف2XC2"2wK233#2΢3 32ȝ.2m2Y2ր2432;3k3΍30?p3s3* 3B:3U3<(T3O733%3 33n36B3H303A2 +2 2YM2ǭ22$2{23D22aC222-22Z223 ɱ3C3$33*3;l3$-/34L3 32h3 +=Y3O#3.|3(3( \2 +2ё2i272+I2>=2$_26+12 wM1;2y2 2/i22( 2S2kx2KqO2b2j22{ 2H2C2X2:2O\2px22fݭ2!1vS2 +1)1˱2p2 ֣2 +2̐111ZX1Ɍ22 1t2 ?|22o2FX2+*2>Z:2]W2ut02S2j2#252%F2-Q2J42`2A2V42O22n2+222j2щ^272=X2b2T2v252p2 +C23223t3!3 *32s 2n2t2ـ3343132&[22P2|!2-q2 j225:2y33~O3133ť3pM3NX3b3G8]3[13y~33p53[h3@*T3Sw391Y3Kq3h3x3`)3vTn3_3Q3G3T3q3ɳ3R3.3:33<53^l33x33'Q3w43)44N4<4 433@3ߘ 3X4 43%4fl4N4-Ղ4=?44(47K4M4_4G 4YR4#42G|4v4,r4A4R4<4L3[33yk3*34 "4 3Z4I3 33383S4s33[4\4'Z44!46)4F40J4?Ý444 +T47u4*v\49t4$433t32P3DJ3+3<݃3W3mN3O3dh3$c353RW3.a3GDŽ3[?3?3S 3M33z'33Ŋ333nk3qO3r 3g3~D3E+35.33"33'W{3X3 rj3843J=30W3BUw3 w3%3w3(3)B@3:=U3" 32T3^3t3U3j3%333-3LŽ3`3D3Wy3v3g3l3 3T3͡3G3#33d3ؔ 33W533M3}3Ћ3(3ȤU3724ޅ4V44 44-\4PG4&3T43O4E44 ٪4>4>33ZR33YY3ߌ3ğ3?3y3c3|3:333Y3w43d!3"%33G3I54׫4 K44J3I|33ˢ3K3d4 3uA4111;11+1Z21n111111qJ1ٟ111c22%2 22@28F2LL2/t2C=2$^2p22%2'X2:2De211[1%11+1ěJ1HF113111\Q1-D11Ł1131d21h2DC2r@2(i+22 18u1]P1~1`2h2_22(O2cQ2|02X*2p2 22_2ĩ2N2eM2D2Z^2~L22r92=2a!22262x2N22f222D222l22 .2;"W2O212E2f22[62sx2(82;2 J~2272PG=2g]2El2[YP2222]2O222VU22`2s&22ۍ2n2 +21~O1(1pxW1se1ϩ1Ih1<1<1c01~1Vv1oV11b11ӛ11r(1-1а1)212kp11f 1@o1~1111睃1JH>1b\1>1Ua1}m1kn1n1`51391HN1(1=&X1`ڍ1{`;1S1lb11.n11=1l1Ԕ1c1Ε1h11>?11B11b12\2(r2N2 2;2P 21+2EI2F2V2f2VI2(Uc2:a2H20 2fk22Z2rt2k212;22OJ2e2D=2Y2~y2n2q2eh1*2}q112o2'C2F21 +,11̟192Nw2=1^2 j2992M2/t]2B(2d2|2W72nߴ2%272ae2-2K2aY2@o,2U7$2903 23p 33* 3"3#2輡3Y223 t3A3323;3N;33k3E9T3bw3x|3Xs3m3+g363C3nS33[3r33g3-31333z3h{3޻13Ե3ܢ3^3338333q3cJ3y03X3m3|3dl3<33N@3b3D3Wq3xXy33l33a3|33v3`3Ԧ)3(33O33"3 33_3a32K2212a=2I2u24o2΋212 x2#222щ2}2ưq3a3 2UF3u3_3*w3f33" +22a2*2R3 3f3322mK2*2"22Al2s2;t2y2/2l 2}222Q2d2Ϛ2{2Ę2حh2ۓ3 +2n3G222C2922n2ղ#2?3;5\3Mlg31g3C[3a93v`3V;3j33)393 [30D!3K13_*3Ab3S333733a3433ɣ3ta33h23~3(333˜3F13'=3U3u373I:3. =3>K3|353a32s3$343&3+UM3\uc3qR3Q'p3d3C37w3z33FG3Y$3;`3M 3m83`3a/3v?88D8u8 ~8788>88{)8j8rs888888ː8N88ާ8#9 8ҏ9 +^88>8x8G8x9V8 +'88jw88a8z/8,8J8C8{8X-8qd8P~8hw84Z8(8S"8888P888ށ 8r8ՐN8eL888!88,3888H9E9.M919(hK9A 9Ur]9:(9Nu{9ֺ9"9 U9t94@9G9.zr9A 9lb9z9do9|9969 +9а9]k9t _9U`E9lN9ہ99d999У9199( 9:9!93[#8M9 8GA9r99,9n}9&<~9Mƈ9c+9F9[9{J99re9?9?|+9Sz1979Kod9iO9<9`o9x[8HP8_r8?(8U^8x_88nR887s8M8/)8C8dE8~k8Z8s8888Y8K8_8 8l8{8>88l8/v8—r88h8(n88Ck88sH8{8O8mgb88b4X8|8!8q:8R88x9B8Y8999 +9w8ޓ87889ӽ9Ax8B +9 a919C9*9;~9X9o"p9P 9e 9#?A94_l9vy9-KH9GY9\9?69S8?n8d888y82\9V 8B9848K8$ 88߲z8qF8a8S=99%`9M9ٳ97]9J90 t9Be#9 9:9n9[99('9:9 =91t9999Z9Ԧ:99͞9⟆9Bc9999|99J9:$: E}9d:::):a:$Wu9":h@9: :=:P: :>:9999X99z9y79ţ9j 90p9 9.9:999w9&969P9:::P:99b9ɖG99: +9,::9':KU:4^:E-):^H:sP:W:k<:.v:?:(:8^:Q+:dF:JR:\:^:::g::t:i::y::qG:::W:l:1:#AI:2:"k:-:C:Uq:=r:Nݿ:(:&:: x:6b6:G:0F:@:i:]:b(J:vS:::n::Z:nL":Rr:f./:f:":{Fg:*f99:9~E99L99199s{W9^9i9&9r%9J9: 9;99909s9Ǭ:9J99}99W99>99r9{9_9w+9V9m*9T9b999MoK9bǟ9DW9YU9z!?9 9oiM99ez9+c9969E9R989U999N 9Jl9\9g9.Z9: :1::.+:):9|:#p:2a:$:9E: :Q:,2::%} :K +:]z:C:U@:q\::iM:~:oe:&:6Z:P:b:Gz:Ys: *:/O::'W:?s6:Q:7c7:H78 e8]8s8P8-8Aw8%887A8 X7?8&88/8D8'h8WE8pB8MH8d8o88~M8g8C78Y58:8Oz8ri88f8B7.8'7678%898<80777788a78<81?C8Dt8(8;48[W8s8P~8h18 818{8(d8Es8\D8<*8Q;85A8Fq8n\8V8߻8͎8 8 8 +88H8w8 +8͍w8U8q%829 +W89:9j9)a9:I9"8>8Y8ؽ88;w9 9qX998'8888888Ǐ8tb@88h38&8r8T8A8p8j8m\88ٯ88b9 G989)888΄8Z8888ye8ٜ}87z7w7 +77w8ބ7377mH7277Ɓ7'7 +7O7ڝ88 1868n818E8(v 8;8=8OR788G81d8.8'7qm777Z7tm7΢77*7a7C7z777pi7"7 7'87( 788W887h77'7E7b8 :@7ﶻ8yz8\M8tW8P{8h'8?8n8e8i8E98[sv8;098O 8sz^8h8f8o8C88p8d8O8994-9K9/~9A]9999 9%969+9,Ն99`9~9Ӷ9Au9т9f@99y9p"9mg 9Q999B99c9ܿ9$9ҋK95:x9k9e)99Ǯ99yq9O9B9϶9I9`v9w ]9T9j69Q9l9ʁ9n9I'S9]9>XG9Q_9sB9֘9frq9}9 ?9969j`9/9מ99%;9"\9z9k9999,X9u4r 4l4l @444ɜ44s 4eA4xl4^/4q24֙4424ï4Z4(4_4#[4û@4L4W;4̓4.r4.444;4Ƕ44~4WIB4i4Pk4bUr4}4n4u44I4Z34B4S 4m44e4y&44E42_404#44W4WZ444x4&4i444444ݴ45<5D,5.5 +v4|4N4C'4ᢇ49545,55$=5550=5<5+58W5ȳ55 5/5&535"P5.4 W444Q4c444aH44Ͳ444ݸ4'4֩49555t5v955)%55$.15w5 +4٦5A5\5:5x5L4<#24Lj454EB_4]z4p4V0*4h_4.4>14(479x4Nz4`!4G4X4q4AG4{H4h447444s44j;4}?4u44^44"240]44)4?4O48Q4H$4`4#Z494q41)4@cZ4*%48͜4a4tx4Y4kN4ZK4/U4~ԗ4ޝ4P4bM 4H4Yv4u44k?4(4t74(4m$44ϩ4߸4ȸ84H4v444c4444ɥ4щ54ڬ4z]5 '5f554 +4 +L4,o4N5C5 g4BI54~4'4 454^~4v4Ź4b4n4.4m44H:4l444z}4u:44U4r:5>4142^4m04V+454x414 4Ɠ4 5Ji5X5E*5SV5g5w5aF5q85?*5Ms5:x5G5[/5j5Uʃ5d555ű5]5&?55g55z5d5t"5:555س5:55P15B0J505<5O%5^*5I5W5*565%}51UW5Cg5Qo}5=W5K~5mR<5}I5fl5v`5 5D5>55_5n5Y55g5~5Ҽ5wK55%55޴5Q55˟;5C:5Ƶ5#5ݛ5i5b5 5$5`5Z5ף5 +5ҫq5'5r55*Z5:5s^5٩525 5d5h55?5(5555a_555R55C5:5_5^5`5R5`5/5%5Α'5"55ڸ5b5r565P5f*555]5505+5 C5+Ä55&;57+5Dn52 +F5>55 55R5,258M,5&j=52$5R[5`5K5Y5o5`5h:[5w+5E5RH5>5K5`5o5Y`l5g5 З5:5J55 D5, 5 5& 55 qx4M5NO5{5 n55D58 5DA5125=5R5`5JӐ5Xo5+U5705%:505C,5PO5<5Ibg5")555j55W5U55r55w!5555555<5uP5H555Φ5Z5|5865'n55#5|5Z055A\5n5~n'5f+5uS5]5p5̍55^5mG5V5de5|5NQ5s55F58t525S5545O555 55t5;55G5!a5ks4 4*m4B44#E41_4N4*W3TI4 Q3jX4n44#444@4P484HT24bB4t4Y4k?414@ 4)47U4P/4a|O4Gu4X3ɨ3o3s3:4 X4T]4F4U3h3V3ɪ3\34_3L04+J4"8f404X4(e]4>4Nw464Et44|4 4 ~s4;4.4=A4&444i444~c444S44F4t*44i4|w4w444444&4-J4Ё414e04ׂ4b4†4"444r4q44Ʈb4_O4rJ94V[N4g4j4`4z4`_4L4]54CI4S4o+44e=4w4_4j4i444\4:44Ϳ4w4 424n44d4Oj39o3цz3G3ǚ303N3n3~3>`33333^33wh4444 4&4,4Ƈ4$3"=43q3R344S4 R4rx3w333)3A33333ڭ3 3w3ޓ330P3s33F@3`3[4 4;v34/4D3M333343̼3$4;4Jp42h4A-4Z4l4P4aH4*484G4"%4/4GR4W~<4=4Mi4K444s4444K4ֶ4hŦ4{7L4]4o44q4~4/f44.4=4'4444-4C4,&4:;4 t4)=4v44#M41!44(Z4So4dHk4IJ4Y_4vA!44j4|ӌ4?~4NM46 +4D"4_6-4p+4TH4d94ز5A445 +t5f5R54w44Ր=4[5"5 X4 555*55#D55^5B5.5:f55`X5 M58H5(=953!5!5,4V4 4Z4i4)4;T4r4ܠ4444q4%4]4Ϻ4551^55 L5E5%i55:4oJ5t4j4ܦ5ލ5Y55X 5N5\s5GK5Tq5j5y 5bBg5p5?5Lq58Z5D5YU5g5Qr5^f55 55_5L5_5@45 +5vq5J5mW5{055V55515<5*55\L5IH5VK5AK5Ma5#)5-85O5&Α59z5EW515=r@5c5r=5Z5h55k5w*55R2&5_u5I5Va>5mX$5{5c5q444z4!4ƻ4B4P4444434|4Ԁ4> 44q474ڪy4F55 #45[4b4s4nj44ﾓ59G4_44w4i4&44@4w4%404C44v>4Ď4-4/44q4k,4!`44¯t4ڡ44Ў_464h44$41444]4R5\5d5I55*f55W5#%5-٫5 5P5-5 55&[58S5W5A?5M59r5D35Z\5g5Q75^ 51$5;M'#;p;S;j;|5;;h;;4;c-;u;\l;mp;3;q;;yw;|);+$<;$;% ;8;Fa;2;@^;K; t;;c;-(;:v;'&;4;V;gW^;O;_-;x;;p;?c;IZ;YEJ;B;Q;inE;{ ;a;s8:L::::%t:::+:::k: :dL:k:f:: P::):B:-~:.:t:M:d:d:(o:m:۴}:F:S::w r::m~:N::`::S:da>:xo0:Zi:n8:}:V:8:%:d:::%::S=::y:O:::Ē: +::̦:k:DL; +;Y;7;;!;.o;j(;(;; U:;Ճ;;"N;z; v;n;};;w;l;k;}C;cn;u;;Ȼ;m5;;L;;;f;Ҭ;;;7z; ;=9;`;r;;3;2;v;[h;k;SͲ;cd;}|;;t;;K&;[;Dnc;R;k;|{;b_k;s;;;;es;U;P;U;m;l;m;;;V.;o;;>;;ق;磎;i;]:;<A;.;;Ѥ;G;;ћ;;;J;< <Uj<:f<]<^<&=<X<<s?< 9;;;ۿ;<G<;<:Q\:d:H-:Z:x:d:n_::@:Q:7T:G:du:xy`:Y:m7:b:: :x:::::L:+:D:::?::ь:/e}:?;:'!,:6<:Pj:cd:F4:X:I:.'::%:>U:O!:55:EE:w:S:lQ:::^::{&:a:um:V:iʶ:A::~N[:8e:c:::K:7;Y:6:o::|:[::::11:; wS;;NL; 9;"Z~;/e;J;(G';; +:;6;@;!CX;;:j:[N::::Q:mC::U:::U:5[:LJV:W::ל:: :!; ;30;X; l:::$::;':m;p:x:C!: :w:,:<-~:$:2::9M::s:*:*:!ջ:L_:_g:C/:TZ:ra::f":{?:9:I':0:@H:[}:n:QE:c=9@:o99: :H:a: 9;99ȪI9k9H: +59d:K):' :6K:P:-t :F:W:<:M5>:ȹ:$e:#_::2:B:)/:85:q::::::>:^:S:}:v:::e::U:Ĥ:Ի::Ϟ:::&K:7 :]::,c:z:*::+::j: ++:_Of:r;:O::):):S#:f:Hn:Y:yx:b;:l:: +:k:;:g::̾:M:g:,:p:::-:::6;;;^D;r; +;O;Н;;;;K;;χ;ı;\B;";;e|;p;#0;+;;Se;v;;; ;;;4;;;3; +;L;ڹ;p;r;;P;;\;ȹ;;Ca;;9:; q;|;&d;;:]H;+:Ȕ:v; ;~;;;2E;?yV;*6;7Z;M;[;D;Rl;"];.d;;&;;I;H;2;?M:]::~:;h; ߼:+;!:ǧ:ד::m: +-:P:f:(;!U;4; ;r&;*;7 ;"a;.a;y;:o; Ji;;&;i[;<;kn;{1;a +S;p;;;;"};Wc;f;MX7;[;vK;Xi;jy;zl;;;Mv;;d;a8;;;; ;ؽ;;6; ;X;Y&;D^;Qz1;:;G;_;oa;U;d;1;>"(;)b;5xr;Kg;Y;Aɼ;O;r;;s;;ז;9;;5;h!;wo;\ơ;k;k;9 ;{E;'1]11=1*g1'"N1G1^1;! 1Q\1 y11Q17{1/1D1$18S1xB11j1}1@111ˋ1[j1u 1N~1f͵14111`0$\1 +0怶1E11-&?11"G0ױ[00ɮ0W1^1R019C1A1X151K!1q11|1b#1}o61*"D1>P1B1221T1m 1G=G1^H1h1֢1s118211 1f1"1i1w1ӧ1l1w1qu2w2#2 +2F252I5K2+(#2=2Ԩ2K1/22!<22DŽ2O2(U11P1c1181"11{1191x:1q1<1wg1|11s*21o1;2Ó2a20211S1|u112 1옝2V0p0ӊ00ŏ0L1H0ݮ"0k0$0_>000?00 0ؐ11&1 =11:w1Pb(1.c1B=1 10v11"16:13S1*:00::005q0B0l00'0v0ٱ0e00010#0(0o00 S01 11v(1<0đ0b 0[0.0+1 +/0 11h1,1Y1s11@U111K]1cN/1>?1Tt{1}1R1mg1)}11ǩ41&111o1j11g1,b1=11v1p1Q,1ʡ]1151Fo1%.1971]|1w1Nɝ1f11,1W1!1@1WK?13O1HC11C1f1511^1am1<1p]11_p1y111q12^y2v+2R(2h 2Jd2222F?2[G(2:"2N[2r2 2dv2|,212M2222n22'32G2Y232022h22/2/2Bs2%262W3u2m2J{2_2'N2+2@2!c2>a2R222E2w2$P2wu222w2F2>2h2'2ZX2qӳ2>22z2:232D2K33"& 3 3X 2e222F2!33y24P3T3183Bπ3(038Qp3UC 3iCj3Iҁ3\.33.C3*3$)3>ۿ3P34\]3Ei2V2׬2 92ɍ2i3"}2ݦR22p2"2B22л22Ė72z3 3pF3L33*Q3:wR3 P302T3 +AP2_3@33&o313y222621k2'29P2i2.vw1K2H|1W122#2 +j2V2M:2c982A2UZ2z2hl2kb2252H1f2)2;N2]*2t"W2Oo2e D1Ҕ`1鹝11ڡ22;1|2h1 1`11 11l1122/2v2$2BmF2VH262I-2 B2#222%2*v2<\2uE20>22 2_)2292]I22=2i2\2|d2A2[422^22m\2B2(2濫33c~2$S3 +2Ŋ/22[2ւ23@2ߺ{2Y2l22^)2t22b22,2O2eg2B2V2|ت282l2f2.2da2fu222z252_2/A2g22222a2R0UF0o0Fz0^0Z00zM007x0Nj0*O0?Р0h0˘0W_0r0,00-;0~030ﮒ0=0G0h00cp0#m0 +0N00x0010 0$0H!0a 809l#0P030ig/ e0 m0+60A>02020} 00j00{0J000YX0tC00I=0b;0&00~!*011H01 1'?1;#1W1.M0'D10?00181"=1 11P1h1Bp1X11A1q1151I1(1<1a1z1Q1iu 0d0]e00Q01 J%0Z1T0I0K00?"0_00ȵ0^11.ߙ1'1"31C1YE15Q1Ju1;1 01 31(~1;v1z91.L/0U/mo/ԇ00%v0e0//]C//0/W0 T/0y0:700Qh0,40A0kL00Y0t0'030<0%x0I[0b70:0Q%/X/;j/]q/i/ՒE/^//"/%/8/S//q//~/Q00/e@0 c0+0A@?0%02v/D0//t0l0$0B0K000'06n0۩00;0b!0m0}0k&0j>00u000t0310ݧ0C1;[1"11P0U0ߘ0000ŀ1 c0j1.0Y.0s,0Hv0a 0}00|0(09!0O0*0?0iMN020Wh0q0`{000^0H0O0O0݊0X00^00m:00*01j1>81}1K11ۂ111w#1 k121x1:1'1e161LD21,122$\2 B2111ů122f1y2:1q11a +%1ze11 ^1/1V1Q=E1hh1Bn?1Xu1|1o1pȬ1ζ1<1@^101J1?R1f1W1i11-11ޟ1]1q1(1r26 2H2*)k2;2]2t2O52d\2 2/2d"2# 2A{2U|z24N2Gt2^22{t2Rw2j22S2 22k"2`2[?2q߶2?2C22$2 +q22M22(F2:;22-W1 21 U12A2"2ؚ2 2M92a2?2R +2x22h2.222D82&272X2n9<2JB2^B141I1'q1:1_1x1O(1g1r1-511 1@֪1VW121GP1&;1SZ1]111`x11.W1niM1_1]E1um1C11c1<110Gv1 J1%1811+00M0Ӱ091Ht1tZ1911M@A1d 1>H1S{1}+1g1jך1F10O1D1#G 151Y1q1I1_1Ї1111֙1ߋ2 1621Uz1Ǐ1c1x1ܥ1p1126/2+2)2V=2<_u2O>2/2A"p22S1:2 +P2#j2322'r11G1ix11 +1Ҧ#1h1êP1U1gF1xc11B191_*1212R1 12 s2F2~F2J1ȳ1݌>1E1ͭt1WU211)7l77^7xd;7/7777P7io 7C7Z7O77u:$7Dž77Y77"7K7X7M}7=7=7@7b77ȃ\7t77178u7M7,@V7@c7e7~7W^7q7!W74}-7r7)/T7Iv7b=7=`a7S27u7` 77)7]=7Ű`7-m77|77l7J7՚73y7H78 R8p488h8-hx8@\8# q85< 7Q8 W78P8G8*M8Sv8 8Un8m8I8_ў88T8x478Ʋ8=8RZ82Z8E)8j'8O8[38so7ۤ7C7ΑJ7z88.7Hw8 ƍ77j7M77T8:b7 78' 8:88/28N8ed68B@8WY8;8$^#8 -8J7868J8+8>mH7 :7g7n7y71r7F7& +79C6["7 +J677)i7-S77"'7]~7w7O'7gZ777B7Q7B57XlX75+Y7JT77r7X7b7|666ň6߅776L7 )6i66X6.6@n76ig6pj7)D7=H7]707S7l+7E807\07d7%:7 7"78]7N ,7+7@7(77T}7)7ӫ7A7777{7777Y77 78{C87m8 8!)828߭8'TT7k777d8 4*8ǣ8<8P77L7v'7@7C7>77k7eȌ727V b7o-77$77h7@O7*t7aR77'-8 h7z8p77øg77/t77778(8R58R8m8a{88Y88|88?88t8 88N89e889\9#8N9 928׋C8E|8v8h99.898~a8W8oTC88*T888!8`G8yJ8S$e8j8I]8֧88f8I8,8[88V98?8-8S8A88 +8ΰ828C8#T939E9)'9;X9Z c9o9MU9b9 90U9(9&f9BD#9U969II9h9~Y9x9`9a9_99W9k$$99];9s9h9@9kS9u>9Ay9Ɯ9%9z9,n9>z9"|928}9 +8 9 9~9(Y99m}9Q +[9e9D<9X&9{!959mC9C99[9Kx9.9?S9_F9uad9R9g8E8[g8:78MO8r?88d278}ZL8.I!8@8#584O8Um8m{8H8^! 8/88F~8d8\8;8H8.8W-8F8u8 l8M8_88Y8V8)t8=8T87&+7O6H=77 73*r77&6ւ6(6X-67 @7p7V76`6~E6Otx6kh6^6656S6@5(6X61#6Gд6u-6/46bͿ6A69?6666.|76ݚ6o6ҳ6j66Pn6̔b6!66f7G+7_7:E7PH47x?77hW77 7-h7A7!74*7W07p7I\7`@757/7k77#77([77pD72B7z7qr7i7ż77>7IU7`7;897Q7z17M7h7R`6",r68 66)6P6l6A;6YP6p65b[6 61p6H6"068A66m6uP666Ĉu6an66cl646Q5@6l:6/6I\6̳656[y5656$6)ܝ6X%65-5C5<5 5@O6 3K5ݾ6Ӭ6A6Yp61R6G$6um65>6bj66!6766(76P=6k6?C6XO6^6Q6̜6沃7 "7 7\76ߌ6ԉ6۴6ú`687@667-7B=7!737WC7p 7H7_7j7'8K888%88c88q988T8q;$8"88.8X%8877by7xM7L57^7/77|7f77VDe7n7r7L7i777c7 7>7887Xp7 77YU77P7i7j7Ǔ7j7F^7]Y787MV 7vF777dĞ7~B7+7>^770h7S7k7Di7Yz7h7-C77J7|V77i7ء77/Y7r7А7F7@7 78T8'8 8b888LJ,8, +8>P88܄798T8 Zp80i88$:8a8x8Q8f8t8/8~8X8B8Vo85[N8H8m k8l8\}8r~77K 7-B7#8 +h*888 p7 7?767&78z7(78(8:W/88-8M 8a8>#8RAk8֬8 8vQ8h81/8Bυ8$O85$3~3-3q\'3Ϳ333U3E3dZs3yus3W3k3#3w3c3vu3D3*.3Գ3z3F3433(3۲3j3&3V3j33.3Z3" 3K 3^W3@U3R3sm3˸3e3zO35\3F3+H3;U 3Y3l3L3_R3ž3T3N33/3$333d3-O33s3ۓ3=V33D3fk3s4V34V4P4p4 )L463 3:33P443k4g4,4:ݦ4$)f41l4I4Y4?4Nv44(W44454D3~4,m4:3ʢ3O3333{4/3ᨄ3d3%Y3İ}3o3F3`3F/3ɠl3ڕ4 {4;H4_404#h=40g4^4'L3r4|334&4t04+4 +43!`30M33&?3@J3R&353F33u03ic3$3+3:3 M3/f3e3zF3XQ3l?3~333f3L 3^3@ &3Q}i3rV3!3dS3x23 +KK20k3*3Lb3%aL3#3g2ޔ\22м]23r32j3343E3)b39FT3V~3j3J:3\3ty3.373#o3=r3N!32Lg3BV)3~A3m3S33e3t33L33 3A33n333A3ߪ3k3'3䚁4:4 n3D4j363׸p3Ҿ3m3b3B3!3/3~53p53o3D3a35^333a=3u<3Sf3f?3 33zG3333#333`3v3h3(33t3؂3333QQ4j4|4^4o%4(4I4B4Ė4S4cِ4HL4X6_4u5G434h4zH44*h4 +24@4@-494s4;4_44uO4V4944X44>C4M44B4BIQ4\<4mn[4Q64aK4*W474!x4.r4F(4U;T4;a4I4(,4N4qV44I4xw4_4e4e=4v:4Y4i244 4zJ42;4΅44ĄO44(44kT4}4M444`4y4ڕ4z4ء}5V54V555!5545m4 42^5 5~5 5 `p494\44-44e44i 44Zr4r444f44ɚ4ێ@44}4=4$5U4w444^44=444!4,44$4@441h4>4'44\45424}4 +R4h4*b44!4Mf4\4B;]4P4l4~m4`"4po474EM4-V4:]4S4cX 4H.4VҼ3h>4k3q3m4 44B4Q3%3P3~3ڳ3433c4#4/]4J4%4<4J#42S4?pr4m4r44e4(%F444r{4**"4%(44M444*444s74}Y4fQn4v44;f4+44ͻ44c44 44i44]4J4V44744s44Y`4i 4MS4\4yn)4[-4k4{4Ac4O46.4C*4^=N4m4Q4`74u4 +14444j4,k4/4~ +P44oI44X44}4vn2à2kP2:22Ύ3s222m2:2p2222`2'3 j3[33M3'W]36o33+('2322t3!q3 y3 C3^222$2 2b2ō02&2222t?d22,2}223=2(A2ME2(2 3 ~3 а2}V32^2Ω2o222!2 2v 3FP3X>3:x63J3k*3cU3\_3ow3.ߏ3>ct3#32z3O<3a 73B.V3S33A3(3'3W3'33;3tXW33e63x&3c3n3s3H33'733e35V3E3*j39RI3sE32l3 3#3-353"T3V3i23IWW3Z3|K33l3`3<3L30p3?3^43p&3O*3aJI2c!2z-2TY2iC2@j2u22Z2Eӹ2Y]282=2Jpr2n2ژ2^I`2s\22QV22I2!2Ok22 +g2b2202V2P2j22%2+h2F4J44'g 44-42M4>4'.43(q3d] 3w 3U3g83e3:3y733G3X?3::3J 3i\3|3Z.3l?333E333K3,33XK3\3 33^3nh3,3}3._]3< 3"30N3LH3\s3>3N;333$3 F3t32L3@3&333ne33^3pJ}33*X3~3o63O3`ip3B3Qx3q3D3a3sGB3)303èr3r3wX4կ3f313;$3 3B3:&3(3W3Ŵ34 .4|4Q\4 +Q4c4(+ 4(43`4G303U4 +44ͽ4 +3l3]733-433`2333&343#3|33{33 3f3e33Ɠ34+3!3333373ɕ3O33ԇ98D9S9Ē9ļ9ff9l9D99a999}09n92<9H9_c:A: :]: p: v:/H:a:%9:b9rb9:5: ::U:\,9:9@9,9w9e)9ƃ:9e^99z9y.9}99=9Z9͝99؉C93L9^9B:: mH9k:\999J9Ɠ9b9&9n 9럓:>:OW:4:D1:`ȏ:s҂:US:f*:*:9:!~:/:Ir:Z:>O:O2:۽::zZ:2::+(::q5:m'H:{:`:s:::_:B:\:%:G::4{+:C +:*::9$:Z:i:: :!v:.:e:$P:Tl :f7:H:YA:y::kU:~G:=:Mx:2$:B.:^u:p:Rk/:d9nb99`9uu9p9~X99`\9R~9fm9E,9Y99}a99mՐ9G9O999z9`9D99Ѱ 9TC9I9X 99098'9?9'999KQ9.\9?39^9tI9QĚ9ea9#T9399'9DN9W8979Ig999z96099^99j9k$99\Y9qo9'9 9F99:T=:ӗ::1:㧥:$:_: D:^::]:c1:V:ڻ:&:; ;,g;;#;8;EY;/Av;;U;D;E; a;g;&;1;b;)r;R[;`!;H:;U}v;nf;~{;cm;rg@;=;J;4t;@;X;f;M&;[;; :;Л;y; :;5;#::0:: ;$;_ :-;;+@;7%;"S;-;CU;O;9E;E;.;$f;B;;/k;;;&<;16,:h/:{<:Z:l::*:!: 9:N:_*:Bs:R:q8::cK:u:I:c:m:<:B:õ:"l:`:-::=&:R:8::yq::7=V:F2:,ϯ:::V=:g$:I:Y\:"A:/::%y:=*:M:21:@:yO:H:jL:}::::5:\V:m:Pf:`Gw:A::qU::m:L:|::W-;*6:::l:-:4:::G:˝:; +"X; ;~j; ?*;;'m;K;:+;S::$G; D;;#; ::02:<@::LC:::!:5+::|U:$:q:Ǚ:):)m:۽d:?S:ϝ:ݠ +:Y7;3N:Z:o:å>:ч:m::߆s:P):_:99Y9}99,X9<9![&908P9 8 9X99%7'9 =[9D9N9b^9A9T$9w!F99 +88*z8~Z8%888А8L9t>9-9M9")9=$9Ot 91u"9B#-9 +<9v%9}9 y9%94K99) 9:99;99A99;}99x9T9q99R96999E9A9_9D%9_:m9/q99 9#99-99X99Y9bp9vv9T9g"T99Ņ9{\9G9E`9W989I9k +9s9\M9o9499@99dZ96X99w9ۊ979_9&9u9=9>9V8838~8@8,8ד808̺8T/8+8X88n8t88"8Z98_8՟999ok9y8Ь8,8†889 ?8L88x88f8~48e 88+8Z|8Vh8l^8Gf8[`8!88q882]8{ 8f8c8ݺ88ʋ88 8v8x88;[8Xd8'8"9,n9 9)r9988X8Ѻ?8998E998_9H9+9;U9Z9mt9K9]x9 9.9b9"Z\9=9N@90q9@W:p:>:P*::':5b::*Q9:m9:2^:O:-: +o:m:C^:Sv:7:Ej:c#:th:U{:eM:,z::,:!;:.h:H':Wp:<5@:Jk9ݔ9n9 +9: : 9:9999*9-99O89曝:_@:#~-:H.:n:0:>(:%M0:1:4f:9:J::&c::G:::Q:vr:x:1::/:sM:g:y&:Ye:i:[:N:{Z::t*::n::L::W:F:::m:[N::e :/::L{:[f):?:M(:k3:}@b:\m:m1:3v:@:(6:4:Ow7:^:BW:P::+:~9:g:K::Y::ni}:h?:_:oA+::::$99.99ZL9Ǖ9ק9>[9[)9k99X9F9+t9-9h999P19ٴ9G!:z:)9{:99_9X$9&`9*99݋^9Ls999p{9Z99P/9P9U9_ާ9rA9PÆ9bTz9p9'9u9޳9t9X9lo9949\9C)99Rp99x99L9¨A99F:d:)i:f::5$:Cp4:* +:6|: &::ҳ: +i:du:+,U:c::Q:`u:D!:R%:o0:LB:ao:p-Q:75:DO:+:7:Ry:a@:D:Rt9G:y59tK9͗: :e:#: 999Ô9Үs9:9y9C]: Ew:+:: D:8:D:,-:7V: ::?: : :+n:: L6 666 96GP6O6+666=5J6z6S(66 6W=6&6/7}6"ׯ6+D686A<636<6'6'E66'6#;6/˨686+L64056"5&5t6>666 ?5_55u5`66 c56]6Bj6)6X6=6'S6/6# 6+I6i66 y6ՙ6G6&̅6q&6"L 6Jg6TYQ6F/6Oz6^N#6h6Yv6c~6As6J-6=6F26T 6^c6O;6Y96ru6}x6mŔ6xL16W66X6 )6hx6r#6cN6m:6}[66wT6N68pe6Aa 63Ǧ6<6J6T6E6Nr6/67D6*e626@n6It6;S,6D$b6][6g6X76a#6q6|Q6k6u$6R56\36M0B6Vu:6e6o6_6id5ڑG555&5ش65R55͡5]56^5Ҟ255;e5y5c6|666 +6!6d66IO5]6|X56e6 66 =6P5555F5o~5e5t55HW5}5535Ɋ!5#5³5͝55u55-6o6 66p5}5`5%55$6@55m6%i6-r6 %6(6656>б6169|6K26$D66#6+,64(6&6.I6Gs6PT6BF6J6Y6cm_6SM6]46<"6E){67X6?hv6ME6V6G6P066GL6VE6r6! 6)x6p6$Mz6 6665_6 ^6ā6J6661*696, 636B6J6<~6Di6&&6.N6!4X6(6646>I60\ 685N6.6%66gM6R66G46K667z6z666u66[R6R696{k66.6666J6696>v6y6-6q6>6V66+16r6<%6/66N6y6#{6s6}6e66X6. 66k666l66i6b63666e6i6186iY66#666?66㵔6ag66C6666:6Ԗ 6p66i7r6 +67 7]7O7m6SK6w6q6h67Ʉ6N+6b6]6666|6Dz66ڒ66>A6-666M666@66ɟf63666Q66q>6-66į+6ӷ6S 6V +66m6vb6fX6pA6}66z 66`.6i6Y6b36sJ6|Ԍ6l/6u696665S6j6ܲ6l6 6Y6\ 6F6G6p66v6y6SN.6\5%6L6UK6eFO6n;6^d36g]6F6N(6@:Q6Hi#6W6`Fm6P6Y;(6wd6$6p|6y66_|636J6i$|6r#D6a`6j}6{?6;6sr6|h 6h66q6a6 6x6$6666q66{6V6q6(:66666ŏ6o6?6 66S6666Lt696+6n6M{6IL66v6S6k{6 676566[6J6T66666р666'7666666.e6f66^66O555b5u55ƅt5K55*5;I5I5555K5t5~h55$/5'5~555]#55͌5Ĺ5=5ؕ55л.5m5Y5]5x5255.5\5515k5'555<555J5w55{ +5D5Ӭ5l5˸5%b5e55u55(55E6D65566 6ɶ6 6555.56D6 +56}626# 96w66*p62/F6$ֳ6,9q6^60K6 :66-6&U6J6 5޳,5D5]5[5655^50;5˄5,l5fj5*55(5ё6*6 60>6Z66˱6!6(56@5?5}|6 \H6&6#6 +-5u5>5kz5y 5G5515֖5a 5o15W5d5}L55r5Mz5r5>5i5 +55ʐ55z455>55Cd5 5V 5,u5_5N5Z5E`5QP5g5u5]Ś5j5<{5G535>.5SB5`I5J;S5V#5ͷ55xA5%5505n55m:5z5b5ojj5SR55|~5U5S5.#55$15X55565*$5I565e55i55R5c55e5N5 +6$55=5gI5߬t5̟ 557@555 u5(5(5ͻ5}55ҷ5<5ا55ч55A5ӑ5515 +5^5͌5C5B5L05J51555WM555S5Ί55ŋ696A636;z6J6R>6CU6KS"6-65t6'f6.6p 6E_67j6>J6Mq6U8p6F;K6M60676*V616? 6F6}166uI6}26~?66"6}{6l6u?6d<6l6}6 6u6}Mr6~666?6m6!66 +6HH666}66666\a6d$6U/6\6lx6t6deY6l6M6TP6E>6M6\66c6T)l6[T6|Q6D6s‰6{wE6@,6966m6k6r6b6i 6y6#6p6x6 +ͦ6]6]6 ;v66n68|6Rf6 +656G6 v16V66 }76#t6*g6H6#61676*9{60!6Q6d6?6H6#6)ʑ66#5o55៼56U'6T5"63 55ᡴ5Ι?5ۑ5|[5"5P 56 P666 +66ms6kZ6565156 +X66n*6 _6>6E\e6736A֡6H}6V6]+%6NO6T6"Ec6(+66!Dw6.6466&*6,666R66 a6%6>}66:6@a62~b68E<6F*6L,6> 6Ca6+60F6#~6)3661C6;6.@63ٷ<[;&<]u=4M=9=D1=K +=@=F=0`=6=+=1r=;e=Aσ=7-G==S=K==q==o_="=e== .==CX= 6=m===='ٜ=-:=#=) Z=2?=8a=.m=3=q=$r={= ~=)ߙ=/ =%=*<=#Y<<# <փ<ڃ<< <I< .<< +;$<;;< V`<<<<) <2WN<"D<, +<<>(<X<ؠ;?<{<L<u<<u;3x;>;;2<< B+;NC<-#<<%<<<-<6JR<&|<.st<V << <5<<&<w<1 <&B<<<<ǯx +<~8|8/8OgN7O7&77Ã88)78 +8C8[8s88V+8e8q8l8FI8fd8!A8:h8e8E8V>8t7M7LP7~T77ŋ7>77 V7\/7vH7@7U 767|7l}78L87֮78,e8CH8 +87r7Ǔ=7G7J7э7R7V7@6R6ކ|6^6^D6D6l6<65C6&T696{666\6̤#67m7 H687Ku7~7YI7ө766`6*66h76}6p:6;66L6V6,&6ˡ6L6666`66616B66҆6656Щ6j66׍66±M6i:6J66f6Ըd6C]647+7:!77&]7L7`373́7C)7 h7^A77 7 O7,77Uj7x77Td7gY7.77|779 7GgK7$ 7.7W+B7h;7:t+7G 666\67o7 65.76mH6w6ъ16׏6;6n66䊓7677h7 |7$@7-7L7O647G6J67=7 u67J>999}E8M8 ]9&V98@99C88‘8|88Ϟ8)k8U8t9IA69Ye9"'9/͗9h29u29;29F[9z9 808]|9@9 +8i8 8]8w80V]8DB8e8r8Y8n8 `8a7J78,X8888LJ8[s8 8,j8i|8u878@u9 +99O#9U999Z4_9\9&m9+Z9c9o9/909 O9 |9TF9Gn9[o/9X= 9u9y9R9J*90=9-j9 V9 +t@9)^9#.9 h948Ь[8|S88-8 8/8=8u898M8HiD8N88gn8RU8T8(88=88ո"8Bb88f8F8N8T8Re8-8~8M8Gp^7Mu7#7Q7B 7ھX777C7I7zl7C7Tp7bo@7<7p7p̳7?7d87Cs7B88707,7)x7yv777787x7k777B7":17)7L7WN71q797+7y]7g7 P7 57"7 ͪ77akY7kIF7@>7Gx7tkh7|$7Nc`7TB7(87-j7H7_72476s7Hp7 ^88!7'78$8&O8T87M 7b7(7477Σ7j7z8&=R8$8|l8:8!0~8cg777ΝC7c77e7>;777?77d7Y77]T7=7/@7_O7a 7:7<Ӻ7"87$7>&7?]7&b7'7/7?m7a#7_57e7:7]#)7YB>7?w7>7'7&j7<7:7% +7#66L6q[6؃66Y6@T66FC6p606E666U6_6C6666/6v66~6$q6T}6bE6]666Q 6<6/w6 E6A66 +x6666gS66A6.66V6K6.6Ŗ66HM66WA6"69666jS66?696C6T|6696#6 6ŪN6p]66ZW666 6 M6 6<6p6Ͽ66޼u6䫠666W6 66@6ʧ6F6]6566J6ɾD6W66S666+6^6N86l6c6x666n66T6ѱ6B6%666i6ė666 P66 6Z66V66l6u6|~6l6sB6ª66yK6&_6c6i@6Z6`ަ6pK6v6f6lp6oy66X6}6F66366|6b6r6x6Z6B6~y66R 6Wy6IY6O<96]6c6T6Zt#6A=6FD69$6>f6L#6Q6CE6H6iT6n6_E6eZ6tt6yQ6jL6o6V:6[6M6R_6a}6f j6WZ6\zn66n66e666+Y6j666›6h66^66o(6qb6v6j616{C66936q%66(6(66#6A65@6;6u66tc6y66~6~|<66j6o6a A6e6t"6x}6i6n/260X6[66:6jZ6[.6m66| 6Uz6r3,6v6966y6}o6j\6ԯ667#7;;666q6߆q6.6E6}6Ln6׌6ڪ76`6"66e6\ 6n66P66f6>6O666Л6·66V66<6^66^6,m6܋6[6j6j6Ӕ6tS6k6686 k66$6660665b6t6H6+P666:6R66H6?>66!66?6О6r^6u6+r6666S6,6;6 66666 66ݠ666p6̋66b6636J66%66m6݋6%6h6X6>6c6661]6=6(6In6666"66}6I.6&&666\66q66666c;6u6[6=R=Zr=MH=T%=bm=k=\=dY==H Q=N=C"=I9j=UW=]=O1=VM=v#==mZ=wZ=>==}=ߖ=e;O=mA=^=etx=wQm=r]=m=we=>;=D =9.=>=J=P~=D{_=JZ=4y=9=/=4=>=Ds=9=>t=Vo=^=P%=VX=eI=m!=] =d=JQB=O=DaZ=I=U=\ZQ=N =T=,=Y@=:==;==#=Y:====n===u=߁=M={/=b====I=ή= ===It=|=T=!=P=w=v^==k7=tk=C=J=}=$=b'=i7=Z=`£=quJ=y9=g}=m=J=w=q=====~=/=>=u=|=4=(7=_=u#=+ +F=/S=&=+=4=9{=/=4\=!=%W=-~=!V=*=/ =%=*(h=>|^=C=8z==e=HR=M=BW=G=3=8%'=.t=2y=<=@=6(=;3=pj==$== =%< ='&= "==fU= F=|=xq=(&=#=|=):=-G=$8=('=1VP=5@=+=0!=.=#.=B~==&=*=!I=%Bh=R=Xf=L^=Q<=^=dK.=V+=[d=E=Jd =?`!=C=N=S-\=Gwm=L=jz=p=`XO=f=v=~g=kA=p=W==\Z=P=TL=ack=fM!=X]=\=9d==[=3=7i!=A'=E;=; =>=."Z=1=(=+=5L=8=/f1=2@=H=Lȭ=Bo=E=PYZ=T\)=H=L{=;=?=5=8=B4=E!@=;=>d>>s==>K>"j>m> {= ====^==K?=>)>3&>>>B>#>(>;T> ='=c>a>CG=>ؐ=y=k==3_=Q=d=B=q|== b=4={=v= ==d==[=f=0}=7?=bV=ũ== =W= ===F=~=k>H>M~>->1>OZ`>Qwz>4_>5W>s>>b>>>x>Ժ>`>P$>MȔ>4>2>J>D>/>*U]>L|>>=>I>;>>->٣===3=I=J5==ɟ=Ԧ=g==+~= ==o==ʟ='=n=$ =Ҟ=Z=Y=w'==M=K==F=*=#===Ty=k=vN=|>>=s%==$=G=j=oI=`e=d=t}=x=h"=l==wy=N==uu=R==X%=|==or=s_b= ==uX5=w_=WSq=[Z=O=Rl=^=aH=U=W_=Go=J=@#=C=M #=OO=E=GҎ=d=g7=Z=]S=i_=k"=^=`0=QF=TQ=J+=Ko=U=V=M*=NS=k6=q===R=!i=g==g={=z={O===} =}=G===ؙ=F=5N==w=v=-=:=}=|z==Z={=z =l=n8=af=bI=odo=o!=c&=dp=X#=Y% =On=P=Yo=ZB=QG0=Q=o=ou7=d=c"=nIC=l=b=a=ZN=Y[=Q=Q[=Y0=X/*=Ps=O=7= +s=b== =+= n= "5=x=<ݶ=@'=8Z=:c=.)5=0u=(N=*qM=1%=34=+B=-M=B=D=;5==]=E=Fª=>=?=5q9=6=/<=0=8=9=1=2r="q=$p=!=3=&(='= Z!="!=r=L= =a=H=P=>==)4=*o=#U&=$=+u:=,Z=%O=&|;=g=C==*== ==Ϡ=G=Hwv=@_=A@=I&=Iq!=A=B=9=:a=3fe=4=:=;+=4*=4=Izn=I0%=Bo=A=H=GQ=AI'=@p@=;;b=:L=4e=4o=:y)=9p=4)U=3h=-%=-='u='=.==.{=( =(i=!D=!=cR= l="N="=p==.v=.K=(v=(!C=-{=-,b='='0="="T==e=!=!\=^=i>= =.=f=Χ=b=7= +iX= {=,=<<v==^<=z=:=w= H= =X=2=H=7=@=v=@)=1= d= + [==nWP5H5^PE5i5SI5^H5d5g 5)5 +5P5h5.55u55i5uL5Kj555a4i44O4UH55V454Hv4,4IK4΅64禲44O455VY5 c5n:5"!45+B|55"z525 4k55B5 +]5 +544\`44 4~4*4/4364%4zg4o4 +4_4k4 S44b4(,4ܻ455 +.4a 54С4444>4D4Y4s54A5>O5+{545H&5S$5>u5Hm5":5+x55"454P5>a5+854:M5]5i5RA5]J05t955h-5sZ5G5Qt5=5G5\R~5f5P5[ +555 +55".5*5h5!55 4Љ5958\55 H359535<5*52M5EU5O5;{5D|5 ۓ5) +i55ۂ51u5:5'u50 L5{5[e55!5l 5f55֬;5 ~5.55P5E55w%5Ó55S5߰5b5YC6T5(55՜85cJ5`565s6U5"5O66 +5~6e66!6]656'6,+66$s6W6 +66 b66m66^5*5뚼5،X5%55T5E55F5l5ZI5˲=5ݻ5剢5'5ڋq66G56\6 :s66Ǩ6r5_595Z556s55x5#5MJ5~5Fm5b5d5E5d&5qܥ5}5eh5p]58*5 +5z[55?5:5655B5H5g5555?5[5#5Y5/55Ys5cq5MQ5W5m5x_5aW5kU5B5Lj58r45A5UZ?5^o5I݁5R5$5g5u5^5B5'|525f5h~5rS5\5eU5|N356*5n̗5xd55 554$5}555ů555 5f5am5 515P5P52O5y5G5U5t555G+5N5u5585խ 555)5կ5H5R5^5Z5+5܎5b~5T55 5]55555v555{555a5!555za5N55255>5͹44m4 4g4/4a4ȿ4l44y4tj44k4o4L4!44 4|4 4Шh4ܨC4]4?F4q4[4;4>`44i04X4!4f4t4XQF4fM4.4M4ts4 4KQ4X~4>74Ke4fKK4t4Xd[4e44444u44d'4$4,O444t.4~44u454;4444?F55454ύT4U4èf4Β44lp4|4m5555585&fj5H50Z55<44 5 o5dA5l15 34T4£ 444G 4O4W4Yh4|4M4y446 4h4 4)4l=4+4zp4ք"4454444~4eT44$4(4844jd43M4>U4(:436l4K54X4>4J44(:4׭42424>54'z42U4e^4sP@4WT^4ds4s4y4ru4+4J4V^i4=q4I +-4c9W4pv4U64a4 +z3444 +,4X4'n4 434LF3Շ3s4 4{4{4 414޳5Gc54Z5Y5F &5 +]n5W5b4555a~55G4&5I44555 4Iw5]5%SE5,c55"x53P5:ղ5)G,50$H5N55 +2B5 5z~5%5&j5@5t&b5}o5f̆5o:5e55xs^5/5Z(5bYJ5MՀ5U5j5s(C5] 5e555&55H555z5{ 5 +E5m5u5D5{[5}E55B05I575>5Q +5X5E'5L@5,s535"l5(59q5@v5.955<5`*5g)5S_5Z5oB5v65a5h5G-z5M 5;5Ak5T5[F5H35N}4`4b4T4 4C4 44%4+44544s44ś4Ζ5G54}c45 G55_5 +A4廥464׻4 45j4{R4 u44+4S4&4oq444:4s44/444o 444w'4444b444n444444@4l@4K4x555:5?5$5*55 e55 C45=5~'555 n5056v5%5+C5 ;<q<<< +c<^;J;S;_;Sq<< +H;6,<;y;;W;;×p; ;2;0;x;;;;;A};3;;خ<;;;a;;;;K;ö%;͢;;3;;~;;d{;2;=;):M;3;JL;V;?,;K.Y;;*;; ^;57F;@P;+vh;5;c{;qd;W%;e;;XB;r7/;B;L ;X,;@G;L;e];r;Y<;eM;;ٷ;,D;ȱ;!;,R;;"d:;:n:u#;M;A;;;6;Al;,`;61;L;YV;A;L;";,8;h@;";6;A+;,P;6;d;U;};!;;Ǚ;;A;+;xa;r9; j;;T;B;;u;uB;^#;ܹ;±;y;s; +;};;Ʒ;®; ;;};;e;rz|;Y#;e| ;];Q;q͑;~*;Lk;X;A;L;dj;pt;W<;c@;;2;;I;+;;0T;5;};t>;oMc;| %;";F;w;z<$<&<<g<.<5<&/o<-_<<a < +<J<4<%n<<<=x4a<.ؼ<5;ŻB<v<T<U<O;8;;|;\:Z:q:0"::ȓ(:p: :j|::K/:0:::`:=:R:K:آ:#-:˛:;9: ::)z:Գ::>:':q::;6ow;@n;+;5s;KF;Vts;?j;JT/;!;+MM;; F;4{I;>n/;*P;3>;aؘ;mW6;T;_;y.;b;k;wވ;Hr;ST;<7;FQ;]P;i;Q/;[ ;w;Y; ;X; T;(ێ;O;A:- +;a:|:m{; 5; +/;B; ;1;;Nd;'i;0"v;Eic;N;9;B;rs;%;;%;;.>;7d;#;,6:;3:$:V:0:ñ:::qC:p#u:<:a:oX:>:::*:J:(1:Qo::ƥA::1:s:z:!:+:::o:^:-:Rb:`m:D:Q:o#:~:`t:n.:7y:D:+b:6:Q4:^:CX:Pw:J:>:}:$::E:_:r:m\:|g#:]4}:k%~::S:y:6:::v:":V;p:3:!::k:\:Y:/):}:͆R:; +;};]; .;;!j,;;:p;2:=:;n;%\:z;K:n:":::: 8: +:c:_: :|:9:P:+ +:5:_{:@::bZ:ӆ:i~:c:::tH:œ:d:W::Ͳ:˜ :̶;#;B;;?2;N;;;*;u\;m;g S;r';]o;;}9;;;p;[;;`;$;;;S;k;^;v\;;c;׸;;Yd;c;LJ;VZ;n'D;yU=;`<;j!;@;I ;4;=s;S-;\ ;F>;O;Z|;9;u;~;D;;;;gE;p,;Y_1;br;{wu;0;l3_;v,;ƒ;$P;y;;bC;q;Ҍ;*+; ;;2c;;5;;;R;;4;{;ۮ;;x;o3;|;ȑ;ϐx;0;Ï;֒N;F;C;dW;;;;r;$;@;*N;؆;I;;^;;!;t\; ;v{;\;5;$;7;qZ;Ĥ;6;j;X;8;A;,;x;F;Ȳ;ƒ;)ȵ;1;Z;' ;:I9;C6g;.c;7g;.);; X; +;$;+.;;!;Ke;TA;?;H;]L;g`;Pe;Ypx;3p;;s;(vQ;/;Cg;K;7M;>; ; :;̡;d;;]$; :: F:k:y:;%:7:k; +;$;x;L;+;2@; 4;'ۏ; +IA;;? ;h;gD;c; ;3;pX5;y;aϜ;j;;;t# +;|=;T";\;F;Nk;e!;l;V;^0:;@;1;;-;G; ;^;j;u;~ ;f/;nc;w;;v{;~ ;:A;A;.o;5;I +;PN;{62m656#6'6_66*0s6-=6"6%6A6D68y6;6G6JX6>s6A60(626''6*n65676,86/?555盎5N6ş66:55}B55x5 5F5555T6m6 +66"j6.96[6;T6 +@5$5)5$566e555U5 5\5505hP5!5Eh56g5d055(5555L"55]5ф5֪5Y55۱525Ɗ5j5I55.5"5 5Ƀ6q6m6 /66O6J6c6c96/J6566 z6 Q6t66i6"6'6/6D"6$\6&666X.6_6 6 2s666 365ܵ55Y<5,5a55\<55Q5ݪI555פ5p55ٗb6 655kS66565/5:~5,5&555,56um6x@h6j߼6m6z6}.6p 6rEI6`(6c*G6V6Y +6eZ6g=6[G}6]Li6E66tB[6u6T66wy6x6i6k-6_f6`6l6m6a6c H6L6O3m6Cn6E6QS6S>6G]6I{X6:G6KF6@R657666Tn6Vj6K6Lz6W|6X6M6N:6A6Bf68E4696C6D 6:6;Y6z6t6y6zO56Y6"6z6zg6n6o:6c6dr6o6ox6d6d66m6zS6z6%6y6%6y{6xy6o}6o l6d6d)r6nO6mQq6cp6bu6Yp6Yz6ON6O6Z?6ZG6P 6P /6Ez6EQ6;:65i5q5'5[5h55u55555S55C565V255o5\5F5Z5ՙ5^555R5SI5ʹ5~<5 5oD5v5xi55}5/5a5hx5T5Z45n85uU5ax5g5J5|555n5555{55l5r5\55x>5}5¯5ƐS555I75j5:5”955WT5+?5i 55V5E5z"575g&55'5b5'N5ˍ5%555G5575¦S5`5545[55u5s5553556u5u5`5ǵ58d5`525>56555@5#555,55E55555h5H/v5M55B5y5$5);5 55 t5 5j*55D555 G5-~b515"5& 55595*S5-5q\55y5!505"5fe5o5s5xB`5dj5iU5|55mF5qi5W;5[&)5IN5M5_5b5QU5T5 5e5uC 5xW5"j55{5~f5fDU5ik5X5[ +5l5o55v5[E555+&54h555X_55#y55P555/55\.555J55˃5m(5I5Q5S55̄5!5 55u55}G55R5Z +5g5hQ5j52|5͹[5,5575y5ٗ5ؖ+5u~55M5տ5575+55ʸ53F5565545+5 +55/?5F5755f555N5]5_55o5s^5w5~5:5ƛ5K$555#55 585~5`5F5)~5pa5+5+55}855ק5qT5sx5b5d 5u5wB5fDP5gr5@5Ց55 5;i5qG5c55x}5yfu5hk5iy5y#5z75j 5j415TF#5V5F5H\5W5X"5I¡5J595;_5-s5/5<5= 50:s51 5Y~5Z5K5LW5Z5[5L5LI5>g5>:515215? 5?52Z^52A5v5J55V455_5 +5eE5z5y5j +5i`5x5w@5h5g5e5F5555?55ZQ5vG5tw5f&:5d^5rQV5oְ5bF(5_75ZT5ZJC5Lf5Kf5Yu5XRp5J5I.5>ƭ5>051 51LF5=Ui5<4*50n5/O5VI5U"5Hq5Fc5Sj5P75D5B}5:59#5-[5,O +575.55t5*o5(R<|g<<<<)<<'z<`<@<<ح<<;H<};;|;.;ĕJ;D;t;K;Ϩ;n;;;6;.;;d;;!;J;;u;ڂm;픡;;ߥM;j;Ȃ;͂;ag;y;85;K7;ń;[<< G<<<#<&5<<Y< <e<<c:<&M<b<< a<(@<+]<n;s;y;W};]m;IJ;O5;c;i{;T ;Z;[;_;@8;|;9;;h;H;o;v;`9;f;;{U;Z;j;o ;?D;Ŕv;ʰ;h;nl;;;;j;$X;#;a;;J7;; ;;/;$e;';h`;ؿ2;ؔ;y;#;-;1V;;5;bf;Y_;;;;R;;.F;&P;u;l;4 +;;u2;y;; ;};H;t;;;hW;;;L9;;I;@-;;; ;;mg;<2-<4.<(H<* <6 <7<+x<-7<< <S<;C;/ ;O;N;;-ĺ-#--ݍ-J-6- +-f.u-.yS.--6.~. \--q-t-K-˙-U--r--.N.--l.Z-p.*.^.̨-.>g.N.Q%.Ħ.@.z.|/M/s/ /D.E.S/u/ ../@..Ĕ<..2.&.[..T/Z.g..s.;.즵-ȥ.E.}.r.-I.p. .Z.2.+.L}.D.=.$"y..;.3s.j.`M.=.-.V.M6O.uae.j...+M.#R,.H.P.C.:͵._c.U?.1.)5.Kk.A$..o.ti.8.-6.y.W.R.X.ߖ.(+.Ů...Є.i..t.- .l.h7.]7.ӡ.|V.P.5.y...\i.).и. .N.7ݓ..~.%g)..R7f.G.p>.d.=*A.3!.X@n.L.8.H..ɼ.w.j(. G..)o. .Aí.7i.,.]}.QW.}.o<~.E.:c.a-.U/Tߌ/P/r/m/K$/G*|/hi/bt/9k/\/b/+/]/B7//$/B=/=,/]X/W/7s/2/QK/K/|/u/{m//n/gߴ/w/;/o/[/˰/kH/t/h//[//0~0/ݓ/S/I//}/Ƕ// /F[/-R!/'//E{/?I/"f/t/9 !/2@/`/Y׼/M/wi/R2/K/oޏ/g?/_/|/,|/&6/ ^//j//Dr/=P/_/W/65//&/Oo^/Gj{/s/ +//\/q/y/$//M/;r/է//M/[#/> +/~/~l/u5F/@/l/l/b/7/ 9/g/w//L/://PV/;0G0!0)]0%Ÿ0w0 q?0" +50.0@C0;0Y=0TW0703U'0P&0K/&00^07|0'0M/]00 0.N0*:0F0@0%0 0;06'|0vf0q$e0k0p0kh0fU0Z0*0M0L*02Y0`0G03 +0l0Z:0`I0Zan0} +0wj0T];0NB0pO0ih\000-"00000*/I/0 0A`/MP/ۧ;0Z/400000+0[00`0 H0%^0 //_/Z/,/K/?/M/0ai0}00/@/00 +0H#0A10bm[0[d0;05S)0TQ0M;0 +f0x"00<80p&0h&0'070/0(ͮ0F&e0?0""0k08M010`'0X/0}j0tm0PB0Hf0k}p0bh/.X/2/ .~.t//-/()^/!A7/?y//7/r/E//v/(G9.Hv.R#..jt.ŕ*..W .ֈ/ ,#/|/ /}/o./V/ \I/Y/P7/wg/m/H5/?/cZ/Y/R/&////wz/+//7^/.g/PVZ/Fx/&"/i/=/4/la/bAq///W̺/M/u_/i΃...[.ɑ.S...B.././.ѹ8.̦..P..... .s._..<. .֮.O.8B.. .,////+/#k/:/-Y/'/&l/C/9/^I/S/0K/'/H/>~.C./ h;/P.|.Τ.r./,/C/4/+//5r/!/1/\/l/B;/܅0/0"0j07+0/0g0 +0'0 @/|V/pc/ /j/d/X /T/v|,/0/;/32/2/V/V/u`/R/M/B/ik/]Q/8/-/Qd/E&/9/{//o/n/a/75/_///b///k/u=/̡M00eE00fo/.9/0 +H0a/%//,/%///3/)2 2zQ3-3̧px7Fgij pq߲v2?2}3 s21E +P2,2S$33=3333 33m4E44Hr4B4 v44:QS433u3`43?33J343}3~43h4*4!.3$3Ԛ44#~J#~Jfx_#~J#~J#~J#~J +v2M25gY 1(0vf#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J|m?#~J#~J#~J#~J3j33G3o 32v|2V3U3963(\3)4=3T33zv3m?3wk2Lb2'3|?3V 1#p#~J228333j33n3K3,3h`3zV4}w4u>4*44lJb4bU4t444_94h4ʸ444[4ф?4Y4O44Z4Fsu4<4z4n4]4 4D4>4 4e4;45 Z5e5# 55֥4b5e5D5?5;.5aR5\x56E_505Vt5Pz[4"#405/5 e44ٴ'5r505+I5&05J65C>=5 \55=}\56;42P4'2c4a4U.4^4M4I4>,44Y444~4o24i4N4232424%3-+3^44 4a:4R4|(44Eu>474y4gƵ4C4x"4444].4 @4z)5/55/905(s5db5V5"5Զ4~4%444W4M4%464XU4{4O5!5 l4 4WF54%3#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J2H[#~J#~J#~J#~J#~J3 23wg3T2-V#~J31u34#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J2j#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J3v334^33n3zy3y3Ҫ4)„4F54W;4H84 449D4*r03S3-u3|/3FR#~J#~J3qO3I3 o3HT44 [33[3'Z3ᩒ44|4q4%L4j4X:4(44Ȯ44<4㘝444+?47}4H24894|(4g4'l44U%4Dw44/4D4A44wH4}4Դ#~J#~J#~J#~J#~J#~J#~J#~J3dX3a 3 +3B9#~J#~J363xyҴ#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J4342ȼ4 3344k4b>4N4445{575_5{5t5w55 +555x55 9555mk5ek5d54Y5]5Vb@55{5555W575dp5c5R5tR5(6 M6 S5;5FC6666"l6_6:M6566zs616-I5i5ӈ555S55L566 Ƴ6(6$ 6 766u6MM5N5F_5r|5h5>565_5V5J535S055b?5zX5q5N5.L85&d5Mm5D"555;U"515q f5em5x5&5[gG5Q)>5Q5t.5 655%{5խ?5Z5"5(5Ŵ6X5O62565>5E6 +65,655N557555Ժ5_5Ґz55W5m55U5,m6T6O}6qq6m/6J{G6F#6gk6aC6J6|686vn66f6t6'6A6;6[6UV65616O46Iy6z?o6s,666lA6fB6666X6e6ϕ6zF6}6<6ƫ6T66i|7f)7Q6<\6;7`6W6(66ϰ66N66L56_<66266ە6ʜ6V6?;6sP6*o6%b6CUC65 O55<51i5 ݺ5r5'x5C5"5HE55v5u5i5]<5D5(5*5?5ˆ5vT5555\5P5n5sl5D59'5f@5Y]5v5:Q5`/535p5~554*4a4Ϫl4 4f4J4? 4;+4x4c5>5 l4q4215_4vU4w4`)4 44K$47UY44f4 4)4)4W4m4445-G5#p5L5?5ʘ5,53 5(5o5`:5X5B5S5F!5v5g85495]5445%4595-5YRc5K5!5і5> +50556z6L55565W6$66;N636t6Z6,`6$}5f555>5{5/5h5Ry6 +6466855&N6 76JK6U6LX6s6i*6D6;6^6Urn66e6|6¤6}6r6663#r6*6Ku6C$6"B6f69&61 s6h U6]6=6{6ShM6H|6p6e_5.5I5S5!5[5B5YE5uq5Ke5E5-<55h55 5ӦN5})5nF5&5ޤ5^!r5O5v 5r5'5 5Z5d55m5]D5#86?6 06'v6Q6{5N6L6 6?65!m6Y]6N,6,hM6#D6DzK69[55ؿ 6[575iJ55ꦜ5616:$606&6g5!6A6ؑ./J.Hǩ.< .1.e|5.X r.W.v3.K-z.>.h87.Z6....z..yWf.v.cn.3#E.LQ.@z.j/.[>.D.z.M.@.k.\.\6?.t..=.r..j.0.v$.GK./@ /".^.Ӏp/..R.I.A..U.{.a...... +. .Ǩ.#.M.@4.kq.\.{g.{|.M.?,.j~.[>.,..;..0H.z.7..Llz.>m.i|.Y.x.x.J.<.gI.W/$9*/x/:܃/0Ac// Q)/&/Y{/T/H|J/q/c/fF/2l/0/ +/(A////{,//7/t./fH///"/x/d/C/ik/Z/U/V/Xz/K/uc/gV/?0S/3k/Y[@/L/C/d/o/*W/vV/g/7/.J..+.D.&.P.o&.S/ͳ. // +l8.X.vR/.!.f.r..2~.Z}.vZ. .._K. ."C..x.<.ĸ.=/(9 / +/?W/3H(/y/ 6/'6//Y/K-/w/g/>,/2/X/K +/;.w/j/.?..{p.{/&/p/=/1Uf/r//% /X.Hc0.eO.T ..s8l.E~.a.Q.mm.4..,.p.ov .TQ.:.B6=.^ +!.M.}.k!.>o\.Y.Iw#.‚..ݻO.M.$.#..%..//x.ڡ'.#..?..L.V.S.x.fJ....\.@.~.(U./$..].:C.T.D:.scL.`.5s.O).?W.V..~.[.m.[K..z9.0.JS.:U.g=d.UBC.+.DM.4#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J3#~J3N3#~J#~J3ڶ#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J4"44P45 +45#5E44,544x֡4Y4b4S4?D4$B4p\4Q?44V4z4u4:~44]4줴#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J3k#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J4 k3J46ۢ4{3$#~J4Z3V4f|=4I47f4~R4/H4 4]O4A#~J#~J3y#~J#~J#~J#~J#~J3*3i4%Q4 N3T#~J3<3f10A00&0E0y200:0 +1901a~1 Gd00'1 +1Q0(0X}0ι0K-0r0{0Ş0,0)p0 h1g90L00օL001"1 >17 %13p111/ @1*>1Mޘ1Ir1gcD1bk1D1@2v1]K1Xp11"1& 1"?J1 21511W&1;fh16b1R1M)11Z1,-1G1A0v0h0200T0>g0]0_A0''0ɽW0ꨆ0q_0Lw002x00)!0.0x000_0D00]0g00Ͱ0w0 0B]0H0(1.1 ;1Т1BB0Y0:1 211'm1"P`1<=16M1-1 10"1*0]0߮1(00לE0ϚO00111 61%81{1111'11~N111x1r1}~1.1<11N1c1sn11X131l1fv:1i1Y1`6+1Y<1{t1t1G1f111.W171DP11I1s1P11b!11B1֛S2q1k2@2 y_11F2 U2G1y101Qg11K71V1w,111h291181|1'1F1S1MO1mu1fB1F:1@'1_1Wj16k1/:1[H1O1zHb1r/1U1w1913D1Pd1I^1,1&1B6 1;1j1b 1IA1}41Z'1RY1t +1k1V1N1Z11A13S11s1ћ1W1V1Z1 181X1T1&1*11211&1U1'1xb141RK1V11L1c1~0v:E0lt0300bT0YY0#0u0/0˨00$8000F100P 0F0k!V0`?0>05N0V60Mk0&0~s00`0r0gF00~0ǭ 0ة0{0.0 090ςm0G0O0p110\0!1W0Lc0000a000W0|0ֹK0̀00eo0x00D+0]0,ь0$0Co0: P0%001m0(M0\0RdU0yy0mJ0H30>P0b30W0 40<0^0//,[0004k0+xq0LI0Aٸ0"b007"0. 0e0)D0x0]0k"0r00[0 00ɵ0M00`0'0E0f0[0?g0wIy0O0D(0j0^401000R0WL0z@0C[0{1 @1 ?14V1- 11 1&FN11J61Bo1b1Z81:ĉ1371Q1I215111"1g=0[0w1 +#11+̨1$1@m18W1e1n{10T1(1~v1t11&1k(1ac1^1}1A1R1q1O1(1@1A+11Xq1OW1ry1h1Fm1=41^1Tp11K1>11yw1n71+100؊J000F0Oi0*!011 )1!a11'0~1V1 050I0&X0ǧ)0=-000 +0t01:00Oo0Q00㡮1531,>1KP1B 61$՟1W1910?L1c.1Y 1o>1s,1O1E1h1]1`1f1'1{1f0&11ȭ1<7121S 1H1*1!q1>^15$i2 @222S2/2[=22+2' 2GV?2C 2^2YcU2> 2:[2Tq2O2%2`Q2# 2q2 +X22<2m[252152J2E{:2,2'+2@G2;`2w22r2z2G2l2g/222222)2Sq2Y2|262a2[2{r2t%2V"2PJ2nJ+2g22<22":2|@225 2< 212 2 C17 1f2 u22#23E25 20]Y2_h22+l2%1U1Ц21.11e1D1B22 +B2 D22h2Z22PH2Jf2Dw2aF2Z<2>282T2M|e2z_2sC29212k2d2$%2~+222,2F2@J2&j2 2923:2]LB2U2v 2m2N2G2e2][2P2h22~2c2D2 22[2▍3/2߂2ݮ2ب2v222^2252p2 2R2wU2Ӈ2N62B222ä2ާU2ؼ3 a3 +;3l3fP33/33&3,[3)o3>L3:3%F3" 9373232*3R3 2p2,3F33Y33.3*3&33&K3!22%2222-222;k22B2h2PK2 2Ʒ2S212722'292vD2c22Ze22 2Y2r2 2]22V2ⵏ32D2 2a2}2#3]3 +3#3%E33633A2ζ^22 2tf2n22&i222\3 Β3]6223(2.1C1D1@q1111Ν1y1I1u2 X231 1ݹW2111YT1J1xd1n1`11w1^111F11~r1$1X`1t22R2,H2&e22 + 2 2c2@\29I2V2N*22L2+i2Fl2><21J}262 Ƴ11P22 N2$;2`27F2/w2q2 m2(#2!1111f1G1xY111111o1^1R1N1ݱ1l~1`1h1{1UN1K1o +1cy1(11D1`11~.11R1+<1D11B1˞1:1B112 +2221t12 ;r2̆11@G1έ?1Ԩ11]1I1 11ۧ2.11 11).12m2e:2#2~2\2T332u12k2M2^2B2Ӟ2 &222Q2K2C2b2Y2;232P2G2{2q22'2gߓ2^=\22v\2OO242ǯ2n2rR2#62&22422W!2 2W2Ŭ,2!2گ.2B2ϥ2a22b2I2Qq22N22[2*2`26j2292,,2$'2?uo27#82G2%42/H2':2T2K92l^2b.2B29}2X>2N8242w2li2214V22 b21W2)e2E!2;2! 2A2352*vu2*2{2w<2?2p2ea>2.|2~1222V2~2222@2X}2Z2P 2s2g(2FY2=t2\2Rg{222o2T2[2u"2i}s22tb7?7R7){7&Ve7t7 {h7"77?7:7V7RY77172Х7M7H7 + +'77@7F7Ϛ6v7!n77.;7)7Dz7>7%7 Z79Z74u7q7l7L77g(7bEX77}777G77j7v*7Ă7(7[7VVh7wU7p7Q7J7jY7dw777}7[I777a76(67 7.66$76ٺ7؅77/7)77H7%-27B6? 6͸6 6,66S66آD7 M77AD7-6m^677 +7D7?7]>7V}79Z73O7Pk7I#>7x}7q1<7787i7b=7K7~" 7- 7'QX7B7;7!b775I7._7Zl7S2x7u7l7K7DYp7e{7[O757j67)7VC7U77˕7>77_8)18Y7;7a77<7777[77o7'7,77*7l77S}7ȋ7擿78(8$8&|H8#c8O8 ?88i8:S86]8P$8K828-8F8B +8F8g8U88788 z8)̡8%sn8=88ץ8!78[838.&77Nx77v7U7p)767+7ƒ7J7ٳ7 7x7{~7Nj7ƥ787$77Z7H7w+k77(77g67ũ7m77777>78Z8(7N\7878'8a8)8$888 +8 *3877T;77HV7a7k7q7״88n88@7'7!8 +8 6966-61o696H6\66몈67f76y6Έ66566k66g68666E6š6[6S6E6d66`6a7Q7}7(T7"87 +;77 77<75w7TW7L7.:7'Q7DH797}77h77\7j737N77m7D_7'777ßW7)I7"|b7>v7677j7-p7%67U7L(7oh7e77C o797Z#(7PN7 7h7`76]6Lc7I7_70u7(7EZ7<7>7<73Hk7*57;7S[7H7g7u7iz777D7i77K7D77577^0@7S 7y 7l7Hv7>7a7U|7p77E77|m7o~7>7?8h#8c 88}A8^448Y"g8x)8r?8X88t888v8.g88S8NKV8lrf8e8H8C, 8`8Y888 +8?8z,8rG88v88 8/=8&88o8r8I8?8W88888#8U88q8388S88u8|8e8e88ܔ8r88!8Ѐ8=888S8M82j_8-n8F8@?8lh58e(8898^G_8V8w8pI8&_8!ɻ8:84#c828~R8.A8'ݵ8Pu8Iv8h/8`8A8;ɇ8Xג8Q_88vl8̡88g8588k8S8'88838'{88R88zb8]88q8i8t&88+88?888$k88"P8Cp9 999]9ڽ99F9'9)כ9&.T9 9: 9SDm9M|94/90O9HD9C49i9dH9c9|I9^9X/9uӢ9o,83878f88888w'9 499Ph9.}9&89fh9 %D888݀8ՙz88Y8Ο78ǝ~8-8+998l8n8z8)9+B9&X9=F98!C9!b9U 929-p'9RA09L9hi9a9F$9@O9[[9T99M +9'D9"h29 99(99:HZ939M9GB9.!9'9@ڼ9:`88 !8"v88N888848-8IO8A8'!8 8:83+977ʠ8 +Jd8$77M7M7S8<858,c8%H8 ̩88_ 88`38XKu8z8q8PZ8H8hO8_88l8F:8 +8G8xB8@88@"88@v8U!8Mv<80b8)3C8D~u8N7778!8&84B8,>88 >8$88I[8@L8`O8V 87jF8/Xe8L8C48w8(088-77f38Hq8S8&*8w8:z8188.-8)8!\8<888 8C8U8.L8y8P858<8%8.j88܁8~88%88888Е88u8|8˫V8>8j88q8q +98x99 788699s9"@993jg9-5.9929&9 B88/8<8v88j#8r8ݜ9 #9b"9099E8 99>8y8n/8)88c8Y8}18r5Y8j7888g8>8_8888O_8E8f8\:8<%828R;8G]i88tw^88AB8i_8^L8,8vަ8P88ӵ08888O88B89b8<8?88i88888.88-;8_8_"8828)n8 ^8ϩ8P8eQ8ſ8c/T/։s0'/ +T/y//l/^00 0$0(0/0K0 +//=//// /{m/z///wd0/HR/̒/C//%0:+00 0RV0F0&E00;01g40m|30`P00}20TJ 0Hoo0o0bO00 _ 0'NT00+z/U0f_0 0=80200U0IJ0'*0;0=02e/K6/L/2/P/v}q/f////` +/̜//>/g///W/I8/u/e/<:///U/G/ y/C/5/p/s/b͞///A/وs0)d/J/Z/)#/ +i/؋0^0 Vz0'0]06/%010 +//i///w/T/d-/P/ /0Z/GS//\/㐃/԰0^00>0$P0+0\u0b00^00׿0M00=0I50}0p0c;00-.0V0I}20q0ckv0/60s00>020B 0{0 0R0[1V@1(0v0͚20 +07J111+Փ1"1 Z117]1]0700Lz0v0:0a00ƒ0O001 J1B<0{02090F0={02 +50U50I 0'$010/hګ/Xw/0Q/$0/I^/:A/#/u//iT/dZ/T/Z/p..r.K@..҂. ..:..ٝl/..W<.%.b.$..s$...`A.N.K.luy... P. .tv.../WO0e0V0 ?N00K 0//0z/>010%0HG0:;0&Y0x0-0!/}/k+/@/d*/Z/I/wa/e:2//8/)/O/D%/g//aC/:/,/T@/De///5D/'̳/p./^//|/N2/>i/i/XS// /$=/f///˲s/0o/00 ~/X/Ƭ0&/}//O/6;/Tw/p/u]/J/ `/B"/i/,//+/~//?1@161W1L1-1#1A171qt1ea$1U 1`i1YZ1M1sX@1fo1C1?1-1$.1 + +o1.11!1B~171Z11N1-1#}1B171W#11k1-11 1.1-/11BQ1Ҹ1;11t111t 1f1y11Z{1Ma1sG1fXV1w1L.1Z111d1к1f10V0J1 10K0>0m0.11@1-A1#>(1 1110'00ט0`t0*0'o00E0$J0Z1!0:0L0,001BS161YP1L}1,D+1"i1@151s)1eR2"2]M242+~2^52SL 2vt-2jf2H2>2^2S2Z2 +2"v2.2P22 +24*2+S2H2>;2"?P2p241j2*1131q11 +1~F111F1j1a1ҥ11:7111-1oM1a 1c1{1Su1F1le1^1D1qm1|11 1x1bh1~1f1݇f2x11101I1w2( 2 "2!I2i2t1922p11Ë1Ώ1º,1c1W161@m111͛2z111 _11 |1Ւ00j000zH0q0¡0/0N0QD0pB0M00>0S`0P0a0R0~J0mC%0f0V?000#T0F08r~0[0q0ջ0a0_0O0{I0iJ1:I+1.1P]1Cf 1#]1*[171+t1h1Zr1 +1t1LX1?]1d1V\1GV11 o1060)1 *1-13a1'1H1;U11K1/}1#1.13B111w\1oi111O.1P=1ȿ17191m1W11`31Q1zE1jE1D3m17X1["1L11o11m1tV1d1[1000800)Z00+0Ŏ1Y0#N1j10˼0{1'v0K00D00 +0X0td0S20D00&k000\0>0001+7b1F1?VP1211 +t1&1O1Uu1G~:1nb1^1:%1-1Oι1A1R01}100 +001!x1J14^1(K\1 ,1^*1t1l6 665q6+6 | 6xt6 z66N~\6C]6ks?6]m67v6->?6Q>p6E }556 f6m55sH5{516" 6n^686.J6 6߭6"66j6|76B6e6m6_6w 6~6я6=6L66-d666s6RH6E6o7b6`69`#6.6S_6Fr"6b6kE66P6o6`66E5U5a_5515}%5G55kW5?56 65m5[5bE55c5w5pa5ly5c5Q5'5t 5~55ѣ,5– 5 5Y5z5k6"6{69W6.R6 66"X66SL{6E6o6`^686-E6RO6D'55P6 695˼5<5װ5ނ6! 6X676++6 +6M6-66⚱6 d7;q66Ʌ6U|6~6׷7ވ7I7! 7A7g6?7)h7 663 6ʥw6-c6_66b6]6q6P7"6=6 }6Em6B6~75n7+7K7@7#,74j767,7d7W7cy7qI7L7As7e7X;7-7 +&7$27G7n@6Q7R"7 +,777-67Mx7Bv7$D7777-66W676`6n;6_63`6}R656}66T6_63;6[:686P#6Cfv6m>6]34656)6Nu6AÅ606{ 6i66k6[6u6x6S67-{6]6716n6q6ּc7'7 7#77675}7O666è6l6D6LN6 +6?\6t#67626a6̸6o6шX5@0(5/r5`5Nǁ5!>5g5=U5,T5($5qh575m5] 5K +o55l5̱4E55`4ٙ4%54_59m5(5Ye5F`5}5 _54S5$55_5zs545A5V55535ڻ6h5r5ɧ5545f5}B[5g5/55S%5A5w5a5H55Ţ 5 5݇5554S44k44[44sw4!4244}g5r54?4J4i4 4S=474B4gL4z44I"U4-)44424u4}4[E4485/5 #5NPi5<1h5K5|F5*N5 5qab5[5x55H55ٸ5j5U*4h4Ғ5 ֘4p4444| 5$,55A5/h5d +4_5>56663&6'6u"5E66l6L)H6>6g6W616$6H 6:ڔ5Z565i 5T5s5 05ͪ66 6.qy6 6w56/666t̖6e6q6d6T66q6m6Ǜ6h"666C6g~66E67=6_6PY6*k66B:636~`r6lǑ6~F6i6[c6Ku6y:6gV525#5e5c5RM5xq55G5r5;55/5D)5=5~595b@5N55p5;-+5)_y5Z5F5-5+555~5ge5K5Ⱥ6Z66&G 65K5ੋ6 S66<Ժ6/pA6V6G6!?6L676*5͗t55[c5 55Y5TF5[=6a5=B6V655@6 57Z7t777na7sa7'7N7N7Y77777Ww77f)67Y7"7s7M 7BV47fO7X<7r7k`7777s7x%7Z$7ܐs7ѼD7776Q77Z7 8 -8=8@8_77P8 87ɺ77Ƕ77$7H7:77N7 7R7-7ǜ7727f77_7,7M7A7"'7!76c77+7e7XG77rܴ7L7@7d7W77T7!746z(6>Z7774 7)7J2=7>?77W73 7'777P7( +77p77C7@7ч7ƿQ77h7Bz7 +'7ɠ7c)X7U>7}67nd7H?7<47`*r7R77x7<77zP7ky/7\7y8*8!8=Ѭ838T88+8"c?8S-8Hy8kjG8_z8>u}84^8Se8IRg8 f88877RB7x8 8_98+YZ8"NF8>84a8A8rq8+8!ש88xi8LD818l 8_28)8xh88S8+8A88~88nO8S8I8l+#8_8>e83$8S[8H48$M8x!8)88k8^wU88w7:7/7377uM7bD7798 K0888@778wK8z7G?7[a7ð 7777d"77ٗ777'7d7o7"7nM8*:}8 8=W82888(58c8R 8F8jYg8\8; 818P}8DT8 7L8*88 '7dx78I7@E8&8898.Ј8/$8 W8$e:866[6:6#16866 67 G7Z7@766+7 +736}6 +6666X6;6*6M,666 6O6E6W6o46 +6%70w7%7EQ79d'76X737-7#Q7\7O7v7g7B76&77X7K¥7=67G76eH67lB697*g7c7>72[7y7 7&̶76r6a~66l6Q6B2;6mC6[b676l6 (6O6_6x766!n626%[6J6;66 +6.6_6fӉ6U$6'6qn6EA65y6^16M6>666O6666767!7HV6y666RG6#616/66|,6i6Y6#666:6?66p646P7E7h17>7Ӝ7s87d!7u7~>7T377Vp7z7 +7,777U-7Gn(7nZ7_#e7: 7.v7Qh7Cky7\7yU7P7<7ie>7Y7X7s97N7GV7 7`7y 77&7ÆI878}87r71\87 77777G7,B757!7$7 777 7p7Njz7Y7#I7n767*K71777mF7K7>/7ci7T71?7%7Fs79&6+6at7 +7 66?6]6,777,7 ڑ7qL67, 7 K7~K7mLc7n7b7]7O7wi7fט77[}7%77\7I7477A737WS7Hr=7'mQ77:7.a7p37`377y7Qq7B7i +7X.&#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J3#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J.>./>.Yt.Hb.!.8F.)X.x@.d..h.Rn.A .pr.]M..1x.#U.Ka.:[..+p.@..6..,.\.|.:.7.e....;..{.ˏy.v-.hY.Ux.+.s̰.C.3._.M.R!...:..jT.f..%.$m."/.<.,. +k5._..Wk.E.u3.a$.5".%@.N.=P..׳. +.-.C-.\./FW.j//.K.Ձ/R.q/0 /"/G/8/&/ +0T/*Pb/.ď..ʞ..G ..q.#b..j/y/M.ׯ.TW.c.H/bW/Q{I//m@/A]/2`6/[a/Jq#//i//z/x/e///$q//:/,k/ }/Z/x/d/Sˠ/CBC/p/]ms/3/%/L/;.O ..i..l7}.XG.d.w$,.A.c.π2.J... +..F_.5.b].Ou.&6S.A.=.-.6".l.Q(.b.X.Fx.wh.bD../0..H...0/ph/ 2g/- h/3/./a/L.%.{..C. D..0.O.9*.]:.s.j.J.o..A.-. +=-..8-٩.-;.5.% .OL.=V.. +.-S.^^- -ɞ--..K-ҁ!---ۭ.l).Xg. .vy.E.4.af.Nu.h.&.ع.'>..kuU..).%B.Q.<.,\a. -LJ._..WE .D.ui .`W.3.$ +.L.;7z-=-q<-&k-v.--I4-J -S-a.j..*.--z.>.+-- -s-a-λJ-B-a-WH-^O-u--j////#g/}/R./k//D/܂0{////\/U/Q/z///gV/U(W//q/////K/s//00 y0*0`0/y8000@02m0X0H)0%;00:0,@/Er/R&/_/]/f// /ō0 n00]0Zc/,/B0**//DI/4/^|/L,/&(k//00>Q0Z0c0+0/{ 0d0 "/޳/E//r0%0.U0:}0,T 0 \ +0`0d0/*/z/H/p/8P/]//`;/^/ui0VW/u///H/ӎ=0Qp0A80ki0Y,020%0HU090 0t+00E0a0PXB0}0i0Fp0 b0+100Z/C0\00@L01e?0WD0G)0#0070)U..<..4....^/^<.iY/:/.׿.š..&...2..i.Ux.*.sF..:.͢.A".y&.~9.C&./%0P//;*f/+M/ .ڲ/ //S/B/o /\+/2/#/J!/9z.E./x..ÿ6..@.l/-/ 8/*P/.$.//.B).1a.^?.Jw."e.:.9?.).}#G.g> . 2..S&.@.pz.[ .-K.'_. -6i--H.R-Yy./W. ].Hh%.6F.3..-O.Xc.Ej... .5.v0.`../x8/x2//%/d/Qܪ/0/mA/5/_/¬5/ E////=P/@ /0"/Y/G/!`/M/7,/'/v /a//,/O/=/jW/V/Q/ //6/Y//;/,A0 +յ/u00N/:/YZ0A=/\///N/;//rY~////3//ͶF/e/0/4//ҧ./$/ q./.&$/o./. +/o9/DW/4N//S/%*T/;.Q..ӟ.U..&.[.ǝ.<.ߪ/ +l.K.~.V.>./^A\/K/z /f/:o/+/RH/A0/m//W/6/m#/Z//u//M/0/"/./D//G0/6/ae}/NT/'/Ri/=/-$B3ٚ)3N443h3i#~J33J4?4"/4p'o4O4x3:434#~J#~J3qJ#~J#~J#~J#~J#~J33Z3 303TD#~J33|u4v44jt44bL4DX[4s4vp4ج4&5144)44ޥ4`4'W4 4T>47b3344ż4Pq4g*4o4AP4G04*4{-4X|#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J35@#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J33Y23Ӯ:3[3yN#~J3;3:y,434:4j`334)3ݴ#~J#~J2񄩴#~J#~J#~J#~J#~J3]3!$3M3=2#~J3<\285$5 ~V53j5"44-5p55RN5>Ճ5ur5^V5,z55JuF56E4(44J44O4_4r 45 @45%O574y4ǝP50D45C555XS5k!5V,5HF5yK5/5OZ5Bc5ɱL5E5L55E5AO$5.{5bQ5L5e5 585&Ԃ5p5o 525%5XD5C +s5|5cX4ji4J44~04-`4Z4Z4<Ⱦ4[44q544)4l4l4S3N3B4A435<3_M3צ34K4.M4x4[43g4=4ˑ4Vk4`K5l5. 424[44t50 +5u5NE5:[54o*5'k56Z45m4`y4Р4F4m 4Kf4s4S4I4\5k4]4~4 4Z4YP#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J2tRѴ#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J3f233;b2ݠ#~J22m733n4$33]:k3G3I3'#~J#~J0?6#~J#~J#~J#~J21P38Z2F߱H<@p2`z[oH4-4gM4[T4C60Qk6 z66!65W5d5̦W55[55s555k69c5m5G555̈́6Wk6Go6t6a676)sU6PkY6AA6½6ڹ6X6!;6lt6Y66v66 s61F6"M65-6g6 6H686c'6Q6*sY6o6A6175p 5YG5|5}#5C50|5dP5N5555055q5;5M5|55:o5'o44R5575Y;5C|y5|5c50575M$595ׅ5I'55,55"5͡ 56 ]6K6#8E6{5?5 6255U55t55pl5XZ5?5{v5ô5R45Ꮓ55555,6@n6 6-6|6W6b6%.66o=6|7 "6F6ʆ66ށ6&`6қ6m^6 6u6Z%6H6vۘ6d=66"66z66C667A7rQ7"u76i67 t7747(7I 7;y777.s7"n6D6;656‘646"6627673#7 V6B6q7X6686*dA6Q6A6M,6 616"t6mw6Y6L6vOr6HL68!W6cX6P625{66`5{(5'505ߥ*6)M6h@6@=60l6 s66!M&6.6?66,6+6LE6lK6@6X6w66ђ6%6,66A(6!6X6GL6t6a$6696'#6Nc6>66~6ʺ66i]6V(6a6q4pT44M94ȿ4w4w44K5 4!5&54௓4ƥ546o4i4G644zw4(4 A4Vi4684=44we444d44 5Bj5.l5b85L5t5 >575$5~5n.N5=?5؂5VK5@cO5x$5`4pX4 5%5.4t4I44Ϋ5-`5P5J*555 +#4}5" 58-3役3z4T3)l33J\3H34D4%4v:4Q43ߖ43@43/23j3#.#1S"L22P3;3Kg3Á33A(+2}3Xp3_s4K48/44$4aC4@4D4p484e5f4孎47$4G474G4! o44M 4.334 +4Y37m4!4[z44#4;744i{!4GD5;5d5] 555555i56\5G555ܲ=55j'5Sz55u5>)5*=q5\5F50155 55 5f 5 +5U6F6 +}6.6U556g66ER64P6^&6LX6%66:6+`5r555S55I5Ħ5ɬ6ݨ5b6 6556 `5鬬555254 54g5485O5:5qm5X5' :5L5Bor5.&d444ʌ44)4yQ4q4u54T5-5 `4*4m4V4ֿ55{C555b5Kj5[5k5=5$5;58-55t^585r565#m5S5>=Y5 5m5*!5:5uY5\5 5D5F 51)5eT)5N[;--=-n-p-[-tE-;-"n-Ԁ?-r-ۺ-x- +-&-7-q. +-nO-B-) --L-~d-g2Y--kG-R -pE-Z->-D-}-Q-N-z--\...4 .$%.0-4.>.Ms.L.: .i1>.T2.*t..B B.0-ْ- -J--3a-G-6-HN. .&.!B.-Ӳ-DŽ.-ϻ-FU-c-N؂-TE-l-;+-* -WD@-C+-16-!JQ-o-Y--ca--vn\-_-- 2-‘?- --- -x--K-K|-8t-h-S-'-v-@S-.?-/-r)---f-\-H -{"-d)..qT. +.gv.\i.IN{.z.d.3.e...e...~].7.'Q).P.>Y.y/. +.-.$.m/ .X[.#.u.EM.3m.`$.Ll).Be.d. J...;.V.q/ E/JR/u8/.u.i/.tD. .c. +V..~h!.h~.?M....ݜS.ʀ.m-.3..n- J-h..@X-A-- -٩5.#.f>.:c[.)5.-r.. -- -#-T&-)-.-U-JW--͏*.--#-ML---=.S.A .p;.[#./$. iK.G.68..S.xC.@i.ͽ.bC.N..j|.-./.&.e--%. m-e.<.+S.U.C...1."2- +m,Ve---a,a-5-%!-O-=-]-?-+X-S,׾*,!,z,཈- ϼ-ԅ,H,L,,Ԛ,>,,e,N,,l-m,-X2z-ͱ-w-D9-2@-`-LHO-)--B--G6-i_-Z---"^-*-9-({-,-- -TD+-A -rZ-\~-/-3-H-6z-?-=--И$-ҏ-۶--..[-;.9./- w----9-{--i-d-P_-A-m@-S-S-]- -[-t-K-9r,pv,4l, ,,2,W,ј6,6-,--W-%-,,I{- Xz,,,&!,+,j,yBJ,b{,Y,0,},n,Jl,%,$,H[,,!-=K-,-Xc&-D_-$- +-3M -#6-v-`@-}m--L-:Ff-i&j-Ta-,>-(-@,Uf,,D.,6-)u-x-Aw-0>- - - -J0#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~JQvn@<#~J#~JgV #~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~JpZO1W 7K2s` 03I2;Ei1֞A} O_GLmC,#~J<> '7n겚ֳ]d%N3bH34h 3P3{22Kd3S3 _4*3Ͻ4(8B4 +33p33 h0H21}MH沫43(F23x3CM2";ñf 2[2}#~J#~JR#~J#~J#~J#~J#~J>rvEdZ <Ӵ#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~Joz#~J=ҳd=oг.+ݧZTPz(`0愠:o(E(hn esӃ,`VjZֳ5[[V>+۳zuM4Tf44X4H^4bo8483iD4B4!Z4!4s44yq4qU4MkD4343$34+3#(3a3i3 34.4154Z4:A3k34#3_4%4ʡ54ي44/4#m4f25.5 585%;44{95O5@4Q4g!44]4F34&M4v4Q{4а44H4͔4444w214352 +W2MB簮`3j3Q'3u3/3 #2\3n 3&*$^gj;Lqq.iI<1m2]2m(5zÞ"4 3424353_r3<34^4>"4ݫ4l4.4a4I4*c3@203 3[2q0}oB3^23]34 3h^3y=3.33Ӵ#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J4n΄?#~J#~JǮ<ܳ4Ք<ƝÏTЗ#~J#~J4#~J#~J#~J#~JG@|LN a#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J"n#~J #~J#~J!0#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J \#~J#~J#~J#~J#~Jݳ-ֳcسRڳa).T +iKyȐ +EkD ֳ| na$vP͈гW`<ҳ͕޳ \Eکt1}Z V6xZ߲٠2Q^2;3H{3w˱ Ѳr23a |3X3w[3n}B3,i3%3=6363dM3 m3/m3(3P3Iu3e3]63AL393T3LFe2~]2)2X=2,2227e2y25U23 2,l2D2Ӧt2W-2D2[O2ջ22622o22(2G +2'2u2m42J22ˬ&233J3 3!<3'3͚333?3253*3Dn3<3#x334;V3,2`2룆3\3m22ր2-2/33G3%I33Х3,33f333Ϯ3h3Ժ33O33+03F3y3lN3o333.3|e'3r33a3i3`3N/3v33Sa303e3 3V3Z3h3A33匤33 +3&m3eb3k3%34^4c3O3033 +3^3J3Nj3C3~3c33w3)33%W3^36}]3.9a3[h'3QM3p՘3ff3H3?q3\<3RX3>333I$33333033̢3ē3N3j3u333|33 +3q3fA3u3}!3y33a3B3>333#4`R4\4tT4oC4XM4S4k:4f{N44J4 +4o44zx4B44Oi4Jќ4a4\4F%4Af4W4Rw4u8w4oۈ4&[4A4jeY4dT4~4x_454g4B4=w4{44K464>4474º4P42)4 4k4y4ZK4[4C4,c4[44[4i4 +Y44K4ZH4|44m4<47d4ME4H42چ4-4Bt4=f4_:4Y&4r4ll]4SӋ4N04f<4`:4)4$48424 43C4-[D4(4HI)4B~x4Y=4S4<464M<4F*4$4[44B 4z 4sQ4 +447444k44*4Q4A4l4e4ci4yyC4_54XFS4r*4jފ4=S4M;4Y4*4\T4~ 4c4%m49c4{4S4Q4Ξw4ʣ4,4544J(55:44G+544Ǝ34`4ֆ4 +444w444^4ǧ44\44_455o5m5L5 65 G!55 +5'y5$x54$51Z5!55. +5*F55F5&5 54N5 +5555'#5$655B5 "5Hz4a4j44NH4o4~4y44.4Ϋ4+44|;4A4ل}4`4[ 44\446446444?4Cq4Ș4ng4$44<4|o4^5Ǐ5U44Q4.4k/5R5 55H5#5e5w5ȗ4ގ4z4!4kb4b4J 4;4Y584x45 q5WZ4yT4x5344K4l.4",4k`4 $44,441*4+qp4@4:m4%´4 44h4.Os43^4 ֐433s4344 ?4(Fn4"O4*4 +F4mr44QO4J)4cO4\[64D/4=4U*Y4N4vJ4o.44(4gk?4_4{4rc4740W4F4?4*;4#4942N4X4P4jz4bU4I4AS4ZK 4R\3߆$3ƒ33n3+33<3b4x344 S33T44r333G3J33 3)3{3H3r3\3323.33<4L44+4% 44 144I"4:43k4J4B߰4,q4%#4;U[43r45M44u4 S3\34%4d 44\4,4%4(4 4444 4 4*444M4z14{4?444`<4.4J44~874uo444l$4d34H4wV4s44+ 4W4'44C4434"4S4O444ԅ4c4yv4~4544،(4Ѥ4KG44$y4?444k44h4:4E44ڌ4D4Fn4&4|44[4Szu4n?O4eM4KU4CX4\4S44xk44r4n4e4X4x4;43d4Kr4C.4,c4%4;438<4\.4S-4n4e=4J}4Bc4[x4R4/4hE4!44n4!48(4k444i4x4K4(4/4}4<4x4g4)"4m04d44vG44l44}44^`4149j999`9$9o949v9x9M9: ?: ::ފ::O:k:k:A9&9Ρ999 "909ݧ&9:M 9 @: 3: 9Uf9::99y99m9rQ:9kd99 99gg9B,9*999s9m9o 9d"T9\9{9s9U<9M9l:9cs9Z/9b9v99ID9{i99+F99\X9Ҝ9w9.K979Ƥp9[9\[9 +n99K"9"9*9;97z97949999(99979c9f99996929:(3:%FX:9:5:!?:~:1:-):JJ:Fj:^6:Yn:B\:>_:Uj:PX:!::)5:%A:x: :!T:::^X:5:L':G8H:1T:-::Bg :=B:s(:n:g:3]:i :dѺ:>i:y:H::P:KA:Tj:: ::_:Y:t:n=:U:Oݴ:h:cR8:s%:Sb::;o:~4:x2::: :4::F::W:: :(nj:#0:8:3~Q:6F:k:.:)9bM96::I9$9Ɠ:79~: :I:$r:~: +:_:w:Y:J:D˼:]:W+:?K:9:Q:KMz:q:k8:.::e9 :^:zE:sn:4G:.a:EU:?kQ:)T:#H:9p:3Jf:W:Q:lq:e/:J:Dz:]:V9F̈9?ՠ9[ 9T98X%91;9Ls9Dg9rk9jg9*9~`9an9Yq$9x9p 9*9#y9<95t999.E9'$9Q69HY9f9]9@K98}9U9L{9Fv9D9C999t39979ө99Qq9'9 -969d19 +9w9t99X9k-9a99x9N9G9+99999z9bt9 +_99/9F89T9 ;A91@[9)9C$9;9"E9#93r +9+P8y8J98888о8r8xh9 79 9#ш9bv99kl919/C9X9Ob9n9e +9F9=9[v9Q&9"9|9;9I9q9gp9I995'9-9H'9?t 9$۲9m96.Y9-9]SX9S 9s9i!9I8j9@G9^+r9T69٢w9 99R9i9õ99:+9]:qs: m959:U:9 ~9`9+9l+999_99\9ڢ99@9ѡ9ɯ959 :p::-w:'::_:!: :>8:7r^:P*:Hԛ:1J:+:A:;T: Et:L:d:|99g: ::$::4]_:-*:{:x:&: 9^9i09SS99*9J99)9&99=f9 9>.9{9/9p9u89,9Y-99uh9i9B 9w96+9ӗ9[9A9=949 9C+9 9k:}9}h9V99.9pL: :˂:Qf::R9`::y9P9<9w+9#D9j9999Q96:q9޹99N9?9Sk:v::z::K:":w:)::ω::ހ:lb::U:/e: :0:}:q:O(:: +:y:1:L:Z:~:ȫ:/:: :L::; +:7:; +;;; [<: :;~;6c:h:[:):4:y:ڈ::::4::.::\::~: j:-:z0:z:^:rM:jv:B:,:6: s:M,:$:y::":`:M:Ŵ:1?:"::/:ј:ˮ +::[;:_:::6::: ::T:::5u:e:8:i:6:0\:l:$o:ۙ:+;':;$;4;17;!;);.L;+;C4;?;S;O^b;;N;c;^;Jl_;E;ZtJ;UJ{;uO;p(v;Hs;N;k--;fiB;}W;w; ; M;;`;;%;S; K;%@;!;2};."; ;;)E;%T:At:-O; Ut;A:U:tW;c:v;;; ;WX; W;!m;;E;@+;<';P_0;K&?;7I;2;F>>;@w;`4;[+;r#;l9;U};P-k;f;`;-F;(;;;62;#X;G;1=B;,(;J;EI;Z;Tn;?;9;NN^;Hb~:c?:[:w:o#:Tv:L:g:_Y:r::1:d3:}6:t:::E:>+:WO;:O@:6x:/:G:@P:k,:bT:f:w4:Z:R:m:ez:::v:: :<:Y::kI::΀:$:G:w:J::p:,:M: ::yԾ:Y:r:M::>h:;::GT::#:(:":8U:10B:r:ݾ:*.:"9:I:A:\:S:9:1:J:B?::b: :SS:9:J:Q:*ޛ:#\V:::2G:@:@:*:#:p7-:f3:ޕ:{֥:]o:T:qss:g':^_:Q:1:L^:ji:|:0:9:K:C:^!x:T?::A:1:Kwa:Bo:qn:g<:S:} :]:T@_:q:g:)h:@:Sw:RU:::ʞE:::3;:VC;; +>"::m;ǂ;4:: J:ԙC:;t::]:Ť::a:&:=::֗:Αk:&:;k;^+;&P;!p;; ;v;/H;4;.v;B\;<\;(_;#R;6;0i;6;n;(; :|:;M?;1;Io;Z;* ;$;Q; ;!y;O:n:S:k:tu:u:}$:::͎:z<:٣:Z:5::N::Y:: :d:T:{::5:,:`o:zX:f!:J:::_::ì::_:By:τ::;;;V;:":g;;k:&Q:,::::A':D:%:x:':::ֺ?:K:g:w22i2;22v2j222V2B222rI2%2242^p2S2v2i2G2=N2]2Q222/%2s2u2hG2{2^2g82žp222&22zY2j223 '322֖ 2y2쨀2,2G22U2u22O22!22?2՟r22#2ʸ29232)B2F2;f22ݐ21o2'}2\92PAo2s2f2D292Z2Md2D282|2U1u\12 >2)2/M]2%D2B\27H222,A2"]2*2m2Hq2E$2qy02d22|q2V2$2" +2p22[2"272WRS2KJ2nY2`42?mr24KH2Tl2G2а2xɁ22S2j02]S22t53 + 33&23i3 M3e"3/3@363.5"3H3?k3%R336c13-2233P2ߋ22M23;3q3%/3K33b3$i3 3\Y3R)3q3f53HI3> 3[ 3QQ3l/3|33bK3pj3e]3|3{?35z3,3G73=sF3#334{3*43Z3O3ou3c3E3;-3X3M22H(2~q2722A2Ɠ2w22"3=2m22B22@22A2~22K22/t2+l2î2 2׎N2˪.2zM22J2k3v3 u3"/3U3233 !32 3(!3CL39>333/3&J2@827[3t22Ӿ`2223Y3?3a332"3 3պ1TY1Ѽ1A 1K11̩11͕2 222M1v1x2,1y1>1L1O1u1T1$1)1L61Y101$/1E101&D10122)%2?2<2022 ؜2&C2/K2P*2Cߦ2fI2X28,2- 2K2?2-122 1V1ٗN21m2"}2v~232(222c2t121xJ-1Q1T1gL1XE1/1q&1[11?1V11M11~1I1;1`1Q;1.1"t1C9D151z1i=11U1YR1J1rz1aֈ1ˣ1t1c1ӈD11C&1R111d2 2%1ۅ1&+1z@1111õ1111{s1`1f11ѓ1ԝ1~H1>1y111n2~2o22]^2ao2S&2yK2j=222 2#p2g2W2N22G!2:2\2N52/X;2$b2A252s$J2d_2.2|2V[V2Iu2l2^_2o&2 2l2Ã27)2Z2(2WF2#2c2(2m2ʥ2`22ѱ22(2 2B:2$2u'22"22"2t222_227221-2*q.2d2U1J2bn2 124 {<4 45p4444Zsf4Q 4l`4b?4G)4>4Xc4NC44t44)_4j +4_4|u4q~46[4-4E| 4222f2}2b2g22=2#2Ο3h2?2؛2'2bq2ޱ3RZ3 +j3!33b372f3,3p2jh2]A2Ƿ2Ý2226y2*K2gn2䶅2Wo2Sx22ȿ22<2/33<3Z3383{.3m|D3&3vN38333'3^@3`3]3|3_3S3t=3f<3F3;3XC3L/y33z3؟3E3ll3^303r3ţ233֓3a3C33|3Q33@3B3h3F"3\33p333033A3?3KE3X3 3e3ɚ3L13j3l3373/3%mk3@-3403f33)K3YB3Q~Z3E3dB3V39' 3-3Iԍ3=3W3TH33 <2`273pD2;3#93323'83.3{333x{3iȍ3 3~S13[3N3o-3`Q3353i33:3tn3433A436W3S$]3F2C3*3 3953.Qm3e3Wz3y83jU*3JO3=P3[3NH888%8џD8/88868'8\(8s9Jx9Y8>/8ѱA8A888,L8iT8Y8 8g8 8t8v8|8ܰX88X88d89k9l9%Zh99a99Ζ9S96_9.?(9I9@x9%au9969-׋8'8<9$9/88č8Wn8'9H9 !9$99*x8q9]~9 88tօ88(8g8Z88rb8S8828 888%8ii8N8A8d8W878,M8Kwt8?8~)8o88Ծ8aܫ8T68zL8l 8m88888h8m8u8 d8y 98J8)8ˈn88v8>8ps8E8L8288є8P88 z88@m88889^9Tu9uK9jz9I9@9^Q"9S9^999=9u9i>9%9R969-9H9>9#߀9Q949+u9]d9R[9t 9g9Gf9=F,9\9PI99/v999(9J9f49dC9ġ949Ѱ9 9j(99i9`K9G99u9z9q9eR9-a9|Q9}o98s9c9bW991#9d999 @9"o9t9{89G_9 \j9359)A9EA:9;>"9 ]k9ò91(9'-8굫8ݯ9}88Љ8Ġ68l8h9) 9<9* 98L8d9 9P9YP9N t9o9br9BВ9809V`9K9O9yM9g90f9lƿ9_!9\9u>9.9$dc9@' 95i909O9*M9!$'9SVX9G9ho9[9<=y919O-9Cn8"d83$838)+8 8C8:8U8G88?S83p8T[%8Gk8(X88;@V8/ 8k8]i8J8tB8O<8AD8en8V707z7׫7C 777B777Jh87ro7C7Ģ7s77O7S7*+7.7 7q77 Q7Ӗ77˞_7f77֪77<8 8 +Dq8#V8&8G788=P858*W8I<8<88e80%28$j77ӽ777dn77728 !)88 8L79!7{8s7v88d88I088T8YF8˜8$8bK8J8H8I8#8m85898t@8r88~J8ng8י8888G5868x8 8γ89 9̕99C8Q8X98C79'X9L989-9J~9 9#98]8ʦ +88888>8ı989V988?f8b8&k8_^8QM8v8gK[8C^8628Xp8J6888n8u8o38`Em8h8w8*x8 8=o808;8 '%8%88Q8Cp8g8Xz!86P8*8J 8=88`)8b888sw8;888˼8*8rP8J8K8)8}8C988Q8os88o8)\8_B8P{8vX8fp<88'86U8.8jc8&68~8l99:w&999k.9쳀9{C: ::G::9q: :9ޘ9S9ֈ9q9l99i99F9ߓ:9ϋ9Ԃ9R9N@9ܑ:*:"is:9:1\;:+T::)[:!I4:J:A:\:SU3:8:0?_:IH:@): :0::9F9`: +:D:'::6:..:~:M:%c:>9#U929t9&9#9#99xc9?9]99ޡ9'99b9E9y9qQ9]`9n9d9VԖ9z+9l9*9T-99c9X99949充9u9 9|9/9l9ᗀ9ձY: (:+\::9|9q:[[96999979F99Ŭ999фJ9r9899979-:p:e+:j:z}:Z:Qp:n:d;:q:::h:{::wp::t:GP:=U:X֌:N:4:+U:Dà:;\:l*:a7f:aH:t:V:Ky:h :]b:>:K:::):6:6::Ļ:Y3:::9:y:5::CQ::$:J:}i:p:x:x:L:U: +:%::{:I:N:#y::1:(:!: (: $I::Aw-:7:R:Gԓ:.R:%T:=:4 :Y9zx::99w:l9R:q:C:*׌:!: C:::u:e&>:Y:x:l>6:N3:C:`c:TD:::<:T:s:f::z:9(:/:I:?4:&X::5h:+d:Z:O:m:a:D::0>:U:I9J9?9^mm9R939)19Ek/9:g9ts 9f9~9}4v9YU9L{9nv9`P9+99/B9$ke9 9J9j99@949S;x9F;9)M99:9/ 949n99h99v1B99Y9p9(9x9999x9C9gH9Z)9~D9nۤ9L9@}9`c9S9e9!949*9v&9gf99}-88d98x8#|8T889C9 9$O_9"V9N8In9\I9gc88A8W_8ã8 888Y8;~8J888ɻ8[8+q8$d94g9)d9F,|9:9d99.Z9#o9Y^9K9n&9^C9?c93%9Q|9DFj9 ^|9R998H8989'ì9?979,B99 n9!j9I99:-9X^9,_999̶9299!::89£9 9>9(d9=9999ó9{9)\9m9P99ؤh9˓9 g9P909:: {:!: : 95:}q:#:00:&/:?o:4]:t: ':*}:!99`:9P9Ѹ9'9Jw9ִ: ĕ:k::p9 9{:9989t^\9d 9*9eNq9We9z9kB99999?9S9899IZ9<9\9N90i9% 9A949q 9at99v]9S)9E9gIz9Xj9R99t{99s9"+9'99P9ΐC9$9+9.?9#9gp9jT99 9699|9lп99[919e\99mA9<99K95AJn5>5OH`5K05:57s'5Hl5Da5^5Z-5m5i5V5R5f5a5350a5As5=I5,5(U59cd55i5Ot5J-5]5Yo+5FϘ5B>5U35P5~L5zF|5 5d5vs5qŎ5{5=5}5/5ı5b5{5 55Vu5mP5hx5}5x5d 5_B5s5n55555U5G5*@5N5%15!W51\5-A5q5Q5)5$5>C59R5KA5GD55t50Z5Br5=N55[5 5h 5 5 5"55,v5'5854 \5#\/55/C5*c5Zae5Ul5i5dc5Pg5KT 5_ 5Y5yDZ5t05dt5m5n 5hF5~=5xg5F45A $5T5{5ND5;!56~5I6 5C5c5]+5rK5ll#5WO_5Qm5f25_A5n5q5g55ҩ55?$5aa5,55Ư&5ý0505*5O5{5N?5k5kU5^5vX5o5=5 +c5 +5ҫ5/5ʞ55"v5M5=5555ܬ5̱5V5G15տ5i55}'5z5n5]5*5F/555J 55T 555tR5{5355=5T55ҩ55d5YY55q5&5s!55˾585J5`5*R5q5^i5L5K5C55u5|54155u.5oB575e5RC5$55551#55K555m5J25^5 555c55*5N5ř@55ѣ555Յ505%55~55W5555A5Q>55^5s5o555 K4{42F5 I5̚5755%5 5@5 5ȱ54Tb44.44Ϙ4.K4}4g55K5%<5 `4d45,5q51z5,I/5>%q58=5'55!53m5-_5K#5E5Y5Sm5?595M-o5Fi5ҵ5Q5("V5"}55 5T5w545.R5@5:r5(5"W54R5.ut4̦~4:4VU4b444̏J4~4D4䂶444!44W4K444O4]44k24}4h4~44454ҵ;44{4bG4=5A55 5 ^4@45r5io5O5Ƃ5({5"5Q5 5Ŀ5 +464z4484ٓ4ۨ4$4aQ55{5h5 04̃45t5$5h5a45xW5qH5[R`5T5j5r575$z5o50#5)N^5jQ5bQ5y75q'a5Zk5RG5hDž5`;5%5]5It5$5w/5o5H5~j5Jf5CmF5Xb5Pb5<54»5H5@65f|5^c5uI5lM5U5M~C5cy5Z-6646 6 +ƒ6>5h666V6E666x6;6^63F5-+56Y65M]5쮎5c5/6 6 66A,66|6H6 6%~6#B6.`56, +6 6y06)6' 67 65%6A6>626/06;69#66My6$f6!#66̀666-,6*Ns66A363C~6'X6$K60,C6,h5*5 55 +575;5Wt5 65p6 C6yH556-65-55ȵ5i?55Ľ5{5Ј$5 5F555[5555馾646666 a66666!*~66)6&`|66_o6"G6|%66ϲ6 R86 5UC5Z66n65666_6 6 Z6X66J6HGi6U6RO96E^6B6Or6Ls6_w6\}6j46gIj6Yy6V6d5n6`6?6<%6ITR6F69Me656B/6?E6SR6O6]P6Zj6Lu#6Hf6Vz6R6u?6r:6K6}v6o 6k6z)6vT6 6\66h6C666ɇ6h2,6d56s6oM6`ʀ6\_6kd6gY6~<6zT!6 6Ѵ6vF6r66}626/6;68r6+6'64Z60 +6E'6A\86N6Jm6={*696F&6B?6$06 r6,/6(Z66s6$ך6 65 61l6>6:R6-K6)66616X(6T<6c06^6P6LJ6Z6Vt6mê6iT6x~6t6d6`'6oK6j{<6G6C~16Qk6L6?~6:vR6H@6C26[m6V46e%6`S6QÖ6L׋6[n6Vi55P5 5ŋn5$5j5 :55S5D{55}5w\5Ū5bh5G55xA5 x55P51z5Z5555/o5O5^5555565+5r55`5566?6 m@6 75 5 626O55Г35:=5܂56_55:5*e555355u55j55]55\5 5!5;35&5~55kK55255j25[55f5{Kk5}55q}5h5(5wf55I5x5K5}5[5Ǽ5\5 +5e,5Ȑ55>5)5v5#5565ɒ5؎5B 55e5Q,5*5@555o55v*5oB5c5Q5S:5n5w5n5}5z6 66҈606 =v6 Y666$E6 6-D6(6oU6-6$iy606v6,6 65kA56q6h6;6666 j 6086 62.6561E6>6916,6'O6560D6Gߕ6B,6Q=6Lx6=չ68Ț6FA6A6#Wj6$6+j6&6 w6nH6!6636.66" `6666ǝ556Bp65A5u5R5l6 6#66 6a5t66;&;E;[H;D;;;;;; ;V;^;gh;;;};/N;5;;;_;i;;%;';r;6;[o;;3;:;_*;;wf;% ;;;R};ѓ;40;-;䯱;+h;E;;c;;ƶ;Ї;%;;c;/;C;;l;;Q;9L;-;1;C;˙;Y;٭;P(;~+; ;n;xJ;q;y;;;;;;(;;!;;k6;ei;}f;vA;^;XT;o`f;hC;D;;0;m1;;z%^;S;}_;k;}/;;m;R#;;;2;;‹w;; +;Ԕ;X%;a;;-;;;;v;e;;LU;R;f;?;j;-; ;0';;+<u<M< L< +< +;<$<X<<'`< Z,<w<<9 +<$<#;9;"<<dZ;/;賽;+;< ]< E<J<~<D<<)/< W<*4.<'Ƃ<4n<2 <%5:<"/;T;Mo;r;k[;;|\;d;\y;u[;m:;8K;1l;Fe;?Z;+ȳ;%;9/;2K;Ux;Ng ;fD;];Gc;@@;V;N;(i;;6;Z;ڣ;1;;;_;;;*;K;;;;wA;n;;Jc;g(;^A;x;o'a;a;;v;c;;x+;;d;;;,3;%;E; ;tr;*;9R;2oE;G +;@8;,;%M;9T;1 ;n);;W; :D:wj;Q;s;\;;~;+T%;$E;; ;|; +;W;NT;g);^'a;G;;?S;V01;M;x;n~;{;&;f;]J;w$!;mM;8~;0U;FN ;>1[;*w;";6H;/3p;Tӯ;L;d;[;DY;;^E;|;5u;m ;~;;;?A;;u;;J;8;k~;zq;uc(;k;;|2;bql;Y +;r;i?;(;s;;;Q;y;{;g;C;;˕;;yd;Jc;P;;;̱;h;;Vr;D;/;;;;{;K;.; +; ;; ;;,;;;C;;T(<9W<5<1X<"<_<,<(O,<@<<<9<<8f4(44`&4f4Y4|y'4G4z4VC4^4De4]4844ůg4944ݗ44b4O4D4n4'V4O544O44s46484E4u44оI4Ǘ544;444Nx4D4^^4TW4:41ś4J 4@4pM4e.44w#4Z4Oq4kA4_4(4 Q0464-T"4 4+4$u44E%c4;:4T4J414( +4?͜454^4!4`w4N4}4q34x4ޗ4D44$4G4̘4441^4eR4YT4vh4j>4N4DA4^u4S44|44Կ4oR4c34 4t54585r4=D4E5'45$55"55 5 55n4444ul4̙4aa4Q4y5h45 X5l44b4T4#5-5&59CH51ު55?>5*5#5EzV5=5RN5I.555.x5AS595[5 x5B55WP5bA5|Y5 %5')v5 +52&5*=55`5#=54p}4i444f'4L4443*4T4H344Ň44А4ƴ4z244p4P4;4'4ݯ4`444-444P44~44 4544!4ԟ44N5 /5}5#E5e~44;55-4w414}x4 +4344m4?4E_4&4@44k;4o4ߗv4ԕE404J|44 33Cd4`3YG4x4?E4,u4#]p4$4a44J&3|N3F33e3Ÿ3K3Q3ш334 +KK43'W3633+4:;40KB4H4>4&4444*X4X4LG4hl4\X 4Aw47 4P4E4T4 4!4A4>k3zA4 44-4$$(4:404Z4b4' +4r3T3'3a3|3:33l3D3 3T3s!3Ǟ33L3·3>Z3r 3~s'333nJ3`23_3s5`30C3H3V3]3|s3 3'3k3(3߃k43`3҄3'3d3`4 +t464֒4 [3b34Gu3+3f3<@4X84L43!4)ʶ4APX464h04[$4y24kc4O4D44^4R4O54P44444<4/4&4$4144L4q=4-4544|*44R4n24a44r444yQ4˦4424{444 @4'c4,a4"G4{48c4S4v49A4.4FU4;4$o4WY41 D4&(3_344g3ߒ3c3ƻ3M4L4 i42j4 434 : +4^4UZ4Id4d4Wv4=n434K4@ +r4tc4g%44wG4Z!#4M4ie4\&j4(^4K444*l484 4 e+44A46A4O4C4+q4!V48~4-15_A5V5m5d5NU5EN5[k5R:5|5r5 @55i )5_5wu5m{\5=55K5I5AMf5-5&H59x505Vx5M{5c5Z;=5D?5<55P5G5T55]5575{55xk5G|5*5e55,p5O5{5y5q5g5 5ux_5]]5T555g?5b5g5n5 5Y5s 535[55 655/5X55>55c 5+m55#5w545՝55V5K5J5G5ݸ5tl5.555y755;x5N55T|5?5 +5M5V5ٯ5555ȄF5;5i5t>f55/5ie/5^ޅ5vb5k5t5EQ5?M55Bd5x5l5I5T5Jɹ5`ܤ5VsS5A;575L`5BE5m5bj5z5o$\5W5M 5c5Y/_5Pl5|n55~55f55{5E5H5(5K=5u5\555=5%5|,.515E5po5eS5}U5qh5y5X555T5~%555-4ׅ4̪4 4:(4941v4!s4w:44wj514f4ܯ#4[44$44R494f4x4:444z4 +r4V4A44r44s5 +gS555 4I45f4655B]5%S5/N5 ִ55Wb5 4Ц4%4(4xT4ʷ44ֆB4O44}54 4 4׶4e444$}4W?44y}4k_474{f4F444dS4 4!4}4$4]4Q4mx4_i4D49K4Rj4F 4}4nz44~N4`4Syx4o4a44¾44{4N4H,44*444ؠw44\46;44=44u44++4Hu4pfH4$444H4M4Ж4{484|4a5/5&|59=50,G545;5'o5<5C`5:=5N5D.515((5:515525y5&5 4!5555l35(5 #555585Z5OB5e5Z5ETC5;~5P 5Em5r 5f^5~U5r[R5[5P=5fx5["52,5(5;52++5 0v5f5(5 $i5Eȷ5;5P(5Em525(5;r51>4A4AZ4P4+4[ +44٘Z4͓45y4554U4٤s4a40-4 44o4$244|#444̈́4"4d4.b404e4c4n55 5585465[5[5߄5V5(X5a5*5Yr5-54444(4~4̐h44(4˪z4i4y5P4n4-444q:":{::,::N: :ُ;V;;; +::;t::kr::Ϸ3:S:J:f@:::q:d:AO:):J:x::B;>K;:(;(; ;,;;H;?;4;-;B._;:;%;;1t;*;y':.U; t;n:H:;:;A;w;";O; +;q?;V; i:D:r$:: ::::=::Iz:Z::|:ث:ؑ:r::t:p:2P:gg:Zÿ:z:mu7::::k:c:'::::m[:詹:OT:F:i{:P: ::Y;<;Z:gb::(:q_::S:s:jc::4:%:+:*: :T:ܝ:qS:::;Po;G;_(;V8;>;7;M;D;oi;e;6 ;v;[I;R;keE;aR;.e;'+;;B;30h;;;;+}B;#?;IB;@HS;W;M;8M;/:s;E;;; ;;p/;;|!!;q4-;P;{;;|;;;M;;; ;g2;\f;v;k;R*;I2;al;W;N;|g;l;;p;fi;m;v& ;Gr; +;;P;V:*; ;;'3;T;3 ;+;~R;v:;"g;:::j:<:::e:Z; 9;/;: +; 1::i;7:;?;7;Mh;DGN;.);%҃;:;1};[y;Q?;j_;_;G);=7;U9;K ;q;b;(; ;Mk;r;M;;4Ç;, q;A';8&T;#$;];.w;%:Of$:D :`:T:9Q:.:HU:=:s:fJ:z:x:Y&:M_:k/(:^|:$ă:P:2*:():`l: t:::A:6Z:RW:E:,^:"G:::0"F:::::~W:pr^::u:K:պ:::q:3]::O:cn8:VE:u:g:Iv:>:ZW:Mޣ:s^:zO::Y:l!":^(:~˄:p:9r: ?:j99׃}919+6: +::%::9:f: 9B99ېC9 9՛9Y9979$92:s99p9o99ըl:3B:(:B:6i::4\:+݉:!w:Q>:E]:b>:UXt:9%:.}:H:<: P&::k: 99yR:9:$ :D:1M:&/:w:ta:a$:::::5::S:Ha:q::8:::&:w&::cp:ʖ :(:u:::~:ny:::#:: :8=: :"a:.:KS;&:; v;::ٳ::f;4!; (;x;1;:RW; *}; ::§:ܜk::$:P:+::S::':q:Ө:Ǐn::վ:t^:fd:Ox:w:XG:K:i +:[]":d:b:.:}:{.:l:W*:~z:?:3:NM:B:(::58:+0:^:Q=':o^:ae:Dj:8F:S:Fk]::Hk::::4:)e:%:p$:#::::%:[:*:ʒ:q:T::c˚:U:t:e:e:(::?::vi:;:;;;;;R;;v;T;^;;6;z;e;; F; ;2;ˋ;І;);;2;H;<;;;;;B;`;T;;+;x;5;};@; ;;?;;;t;)</<;E;;a;\;%,;;Q;a;D;a;W;;jm;x;>;۝`;G&;ŭ;M;;z`;n;a;~;cT;Y4;sL;g;o;5;;_;0;v;;h;NV;DW;\P;QX;:-;1/;G3;=Q;j&;^;y;m|;Te;I];bMm;W9;";;O;;^;V;q;G;J$;';;z;1;*;R;C;H;|R;vK;;p;eW;8;su ;D;'I;35;[; Z;*;=K;U<j< L<<<Z;"< <<<]<(;<7H|<<u<_<R< +=<Ҝ<< Ӡ<'e0< .:\:/:t_;(;ri;d;;y;lF$;.H;z;;o;;;;;;C;k;_;TLB;m1w;`;Hy;=΢;T);Ij;{O;mu;%;|];a~;Ut;n +;a;5.;#;};;g;$;;Z;;;"O;;;$;#X;;;_;p;;| ;nw;df;|;;e; +;y;;4;;{;3b;) ;>O;3ܿ; ;?;*!; Na;I;>;U;J;4;*';>}g;3;6;C;_;<>::&W;8:B; 4; ;)π;B;;;mP; ;a;U;ni;a;I=;>);U;I*;|#;m(;*;{c;`y;Tv;m ;_;3i;)Uf;=;2w;z;;(;(;Hu;0g0U*0V060Θ00pz0nݔ010j1a01N100=001 1`13Z1%1 +011d0ǽ0d000z0M00-0p0ڤ1ȍ0000g0I1 1^1111u1s1w11̓N11⏈11c11ď'11y $1Ŷ1Kw1gO1Vv1{S1nq1 1t11!1^1s31%12j1M22 +11ٜ2.12$2252(222241ʑ1t1!o1В1:1e11P1.1211֏1~l1 1܄1G3181]j1M]1+,W1 +1>^10`1u1d!1k1}31S)1D 1j1Y^1n1Μ1#TB1*000/C1 1L +151(1I1:12161,11=+1c111?1q1X11bf1-1g1l191IP11s1_1O` 1x<1f1?11U1U1E,11~:1311l1Z11r-0/.K0!`0Dj05000&050\J40K:0v0c{0;G0,J00Q0A!//X0 N0/ԟw/T//۞0001\0#l00/ 0>0 +s>00~0Ql0`0jU0XNc0LM0r k0`O00`000N00$0G:07j0_0M^0(0A0= 0-f0yf0e0U0d0S=0B0l\0Y/^//ɼ/0MJs0)0C000}0=m00#0'0f0(0E00p0000x0d9000R0A0j0W30=a00xJ0z0|0p<0F02G2:G2[2M9O2-2" 2?22 2q{2a2E2xmg2Rګ2D+2g2Xm2+2 b2&{$2d21O2dg2\27c2*2I2<:2#22/< 2#$22{l2M2 +2~2m222ƞ2T24222`2Kv212]2N2s2c\2@ț232S2E`2:2y22Z2h2X2M2m1n1j1O1K=1l1h1͞1`2 22W2 ,m11 28 1C1O11f1}01{1101/1E +1sy1`1+11i1e12'2m27`2*22G2_2DZ2I2;n2]>2NJ2.ŗ2"|`2?-22}C1m1犟2 IV1H1<191욺1yU2R2 :e2%22,125222'22צ2L2.2ɣ+2l223 t"32h\2h2M2 d2I2o22B2?2m2;22r22D2[22Z2C233 W3#U=3 3Pe23$\3313&3A^35(Y333)332|2c2P-2K2$122^2ɰ3]V2>3o3 +2y2/322s[2bJ!2"2w2RO2C2fُ2V32&2Ï2`22|2kEP2N`226z2)8 +2G292)%22,q2 "2ZԔ2Ko2o.2^}2=2/2O2@Ne2"f2K2 22$2.w2E2W2c2IF2G2t2Ҡ'2 Y2Lj2U222s2[2 2b~2Rs2ws2f'222W2T 22,2{O2w21x.h1e~1?I1~&1T{1Dx1k"1Yy11og1m11E1pc1F1ۜ151'|1I .1911l1+1p1^e1MY1u1c;1=A1/e1Q1A11;1|;1W1n1 1^111ϥ1au1o1c1*1ӳm111z*11pX1g1VX11l1>111 +A1!C1xO1s110U18190U0λ00Sk1!1i13 1%UR1 0$11 0q]0_70O0¤n0o0\09300>.0@100 0,0@01E-16 1Z11I1(l11:X1+1q!f1^1ݪ1u1M*1=ҍ1bb1QX"1g1H1>1?0͡010l1/#N1!1A212:1*1 B31$]41+2\12a2 1B1עy1:12"]2422L2%2 :22`21Ǵ51Z1p(1/117151t1121r1ΉN11w1ѿ2Cr25m2U2FrU2(V$228*2*ք2i2X^2~2l2IJ2:w2[f2K242H2f261d1212-42 2=5(2/o 22 %2"2H1G`1/1c11yĬ1fp1l61}A1j1t@1Z1ww11'11P1To1Dv21je}1XW1581'1G[18-11m11Ƶ1[1J1qn1^I1N11"1״11>O11p1&1 2 {2u1on11(11s1F1s1w11tb1kA1>1j11P141\q1&1u1 7akm7R27{7i7C2A75.7XИ7I7+727.7 +7r%17aa77zڅ7(7M7;$7.J@7k747"S77R+7B47i497X>74f7'{P7H 7:7k7h77\7X7g7 777177ڰ`7!727{7X77q'7~;777_`7P67y@7g_77777777 6s6}7 ű76R6³6I6ۍ7}7|7- G7 7՛6/7k*7 +6̘6d6P6YA6z@6(6 +666S66y}6^666[07A!73"7V7G 7&37ڋ78%7+L/7n7]7'7ve7M7>~7e7T+77E7:73667M6707$/7D76[7]7 m7(>7 8f788 b7bW7ғ7H7-8w88/8$K8 +VL88f87777)79I707QB7h7(7ߓ8?7<7;77l37ք8BD858W8Hg8)m88;8.8n8]q8K8tl8N8@Ȟ8d(^8T8=88"98[Y77'8 8?83ac8&8E888\88+8 >7V6.66Vp6D6͞6&6s 6o*6Ų6=6?6۹767n7g6z666[6I66>6 +6qO6\6\6y/"66596{66 6dU6.6h<5P56 +585Nj5 5t56f6636$656065 o5(z5F5A5g5o:`5;5&5ּW5Œ5]5555H5 W6Jr[69p6dә6Qc36* 6S~6@6/66k 6P6|6W6EZ6r6]6 5,(66+5{57m6564M6%66Jx69666*\67 |7727%7 6797 7F677M7[7K7)7 K7Ly80x7̚78<'77ә7%,778"88 +>}8#8n18N7\8 @W8K8r*8a{t88w޴8Q8BbI8f 8V]88/8$8C8}8kϲ8s8o848'H8Fb88ϭ88lX8+8i8Z=8Ke8p8_8=8/8Oz8@mE9V9w9)*k979Ż8'[99 ݻ99,N9--9Jl9=N69!9909%8ꗄ8[98{8)8m818 9 '9u99288989]@9Na9q29ae9Avu94Hd9R9D9c9v969 9f9V9z9j(9(a9S979+9lN99 G95}9HN9;m9Z9La9/,9"9>918888`8828888Ŧr8S18r8ı88Ɉ888t88QW8c8SH8z 8hc8G8F8]P88,8~i8e8 +88U9 69*8ܦ8O8[8U{99 9%9698# 99f88]8\U8X8$8.8 8F?88Ӈ888p8p8c8O7r7'7Ȕ7B7d7r77F7l7/7g767F077ѡX777y 7U7 7fF?7T¨7~f7k7H37K7Hi7{|767=y7 78,78(8 c772767H8"78:82(8%8 (8c8NJ8S?7r7)7Ii7\77ٱ77A77X%87X7'a747h&77DC757Y7H7'Y7797+w)7p\p7^97X7uJ7MD7=7cOt7R)77O797jt6J6޹I7P6=`7/%7!7Az72;77 7%47H7P7K7*7+7zq7gB|77x777Z7T7l7n77s7U7E7k7Y"767'|7H79{o77o707O7]l7L7t.7a8C_85l8WV8G8(8,d89!8+8lS8[R88p-Y8Kn87W7a7a/2A/#Y/I/8/g//(/X/c1/P//jC/>z_/.S/V/Dh.s./ d+/H.3..]. +//{/3/$x/gS./r/ >//®/3//qg/]//x/S/D_/X/x/h//(//Jf/9@&/c/PuJ/)//>9/.I//jZ'/!/L/V/Dg/q/\..d.[.E9.n..r.N..˰..\.G...M.rdl.]&.5.zr.I#.7.d.P./..ZR.$.Sf.lK.:Z./ /l//. X.أ/.>o/3/$p?/JW/8/i#/ /)2'/.Y..>.a.-.ٜ.g.J .'./ /q.'B. w..]/(/// /O//ֻ/000L0I/EB/qH0K//%W/y//@/J/w/_/:/0/e/'/o/C//5/^01͟0#S0FD!06,010 -0'Vg0P0\.0K0uI0ac0:0+Sn0O0>թ//0 0uM/Ԭ///0Rg0k0/H0 0/80V0/b/Oi/~/i+9/>$~/-/UyX/Cf/M//x/ny/on/[:m/$~/u/.//2ҋ/#/).//T/H/7\/a/M%/( /I/</,u/X//ш/2/(n/"///q/̙/u/G/k//[/h/|S/fʳ//'/SR/Au/l/X/(/h//M/M /r`/=/pd.'Ǫ..>3J.-z. w4-C.5.DR.Wh.D.s.^qQ.3L.#.J%.9:--9N.i-ڿ-C-k-ک-U.,b. v.)./.-$-H. .N.D.{...ec.Q.S.l.xi.M."..ny..!..?G2..9.XF .Ep).Lq.\o.4;%.$.tJY._.P.{R.K=.:.fS.R-ڧ-=--Q--q-h--W -&--Ճ--qC--#-\p-H4-z-d-7-&-P-><--- "-g-mF -Xf~-P-v.W- F.). --Ɇ-4-_Y.)..?%./?s. .C. ./--I-s-F- Z-m--- -׊S.3-?--G-0-˄.ޥ.ˇ.k.B...].g!/ o///}.cO.A/0..^....l.m +L.+J..@..2.N..k.r.0/1/"X/F^/5/PV//&/x(T/cO/:!/*h/P1/>.S../ ?e..\..4.b/7/|/./ /.Bf/[/:.X.E.t,._%.4ª.%$.K.:^ .?.{h.I.y.eL.R.^W.l.P. ڜ.*R.5->-3.F. .@./.XZ.E~. E.Ȣ.4.%}...=..}..q;...h.V.w.jA..͛R.9.stf.^?.Ӵ.zej.K.:a.e .QY...P.)..k.pB.@0d0{W000gZ0T[90fc0l0r070 00~00 C0p0C+0340XG0GS0$0T070(0qU0]|0]0u0K}0:0aM0O0Ѩ0d0Ӱ0Ҵ07o03[00}{00R1 1k0~D0oQ00+E0C#0R0400z0fR[00H00"^000)0Tz00S70 +/q +0W[0 n/j/0/0+00>0/)0]00 0`/P2//ċ/ȟ//5///A/f0k4//N///0S>0B_x0jm0W020#%0E0500n0l0E0[c0I0rJ0_!o0p0 +j0&0D[/e/{f0 0 090)0L0y13%1%N1 +_0y1h1 1D15+1Wy1F#1&1¥17 1(00 0c0K0C.0v0M0T0oa0k00800u0^0e0b0PQB0z0fC0?W0/0S0BR0P0~?0070iR0Vg0q0l0010[0ƙ00n01 1]?1V1 ~0X010n00|a0ގ00.00Wg0i020@0j0D]000N0/X/}/3//h}/UH//m*/C//Ť/ـ///://C.&/2®/Y/G4/#//6/'/s*/^/}/xa/L-/;e/c/P/CS/Û//Y/cq/T/a /߼0s%/@v00;/[/d/~/H//Ha//Ύ/}s/hmu/ +/R/L//ζ//;/5//Y/ If.m/{O/ .;.ӡ/.c/+f/ ,/?4+//9C/ߔ/Т/ /(.W..#.8..K.M ..2.O/A.16.Ƞ.u.⎻.Ϩ/U/CM/m'/Yq/3/$/G]/6/*/q6/l/Q/]f/Kbb/vj/b +2/m4/ x/'/u.I. / /:/:/+ /OY/>6/n//./ 0!Y0"02x0#J0/0{0 +'0E2E05 a0Yj0G0&XK0070(//@//H// /ճ}/"0 A0_00G{/o/ 0/0o0\~Z0 O0rߙ0J"0:0_10MB0XJ000]0u0a0<0x10*000d0Q^0/#0 0@01 /pB/ +x/u/1D/!/z/{/ /=//G/>P/ߦ//[/y/f=7/SB./\/j\/A4/1d/W/En\/rw/׽/R//ndm/Z/4/rS/C/dq0+`/w/#/a/_/000"0{//70 Ym/f3/j///i)/l////ғ/s//://K//5V5@D5x5^i5,!~55H#53s5G55+55=5gi5P I5j5p5_4?5 544t445:g5&ݠ5X5Ac5i5J5-M55w5l5|5N55@5z555q16 I5Cw5ɔ5,;5pm5-5x5_'5@55IAV535g5Pd5;25Lu585q5q5p5b>584/4k]4%4[34ze4U4B*4ד44+5 }4A$447w46445Q4Ф4a4Av303O4!44g4ode44[4LG}4,74|Q4WR5!Ge55;<5'/4n455p5WZ5AD5x5_X5-:5Q5H5304F444Ϸ,4/644-45 425 F5X{4P44Q4l6Xb6nX64)6$6C5m6)6dt6J368R6cS6O6)7=6o6>I6.5SS5B55#5n,5tN5n!5'6 \5v6_6]5䛖546>5/6~a6i"6Б6 6UVM6C6oLL6Z6H6l6*66;I6t6v6 626"6H766{6 66'% 646`E6Li6z6fF6;6+^6Rn\6@555c5[o5f5OW5׿5o_5545Խ,5{55M55 5:Q5&g;5VF5@%5B55,l5l5v`5]i5f5~\5Gf525ds5Mxa55,36 5zV5 +55"F56v6 !60"6556655}5T555kN55 ]5TT555׏5qm5o55333d3|33a2$3[36`4t3T47443x383B3d145(22U5̲@B :\3Q.73 +3li3k2T13$jp24c,Q4C\S4:b4p9.4##}4 c4L4.j4&4 444|4W443ۧ3X 4 3v3U3;334844cq54C3v304#/4FG:Lk.ll*q8^+g-b2Yo)Yߑųa  jA,qǶMbOs @ó]/ze³32{T2jf3V30TƲA"2@1ŀ3|3no3݅3d3(2L3[3A:v +Kb23mWjvq#]T2/,22~Ⱥs]:1|@(464θ{5444B474T5s5>5805$4]4g55 464p4a44L4.4|4W4Ţ4#44<4-4"4 4cm5T+5>Q5sg5Zh5*Y?55D7Z5/<5i&5z5G55`A5J55g#5D}4K 52#5 E4 4/4455v5"h5PN5;A&555'5\>4348v43T3|33/4b4C 4Q4n4#474LW4.3X33Q63r_21'3+RI233Ù4#3(33Cr.3834lw44W44z/4Vi444$4ʮ!5(4`44Jh4]44764 c4`)4Af^3 c3^4"ws4044k4.4v4J4,94wm4S;6˵66㣅6!i66AK6666k7 76664x6ٻ6666m6k+96W#56iH6pR]66T6c66L666O777+7w7f67H>71M7#6.(66ed6~`68666E76{77 )h6e6Ҽ76gv6D636[ր6HU6$/6nX67o6'6u 6`r6S6z6M[6;6f +66R-6%56:6 +M5݀=5ǰ5k85>6+6ѣ6@6/!6 L6) +6{66/6P66s66i26 6l6Ҭ6y6]6Ę666^6j6 +6Vq6D,6n6Y636#c6G66C6L6rk69)6:6^0\6KD6w]06btm7eA7Sg7{7h#7CB73 7V_k7E97i7779h7k7YGZ7~7ok7& 776u7(7 ^7M7c7%O7H7957\U7Ku7*7t=7;H7,775777F%7V775M7ƶ7j77ȶ7a7@777rX$7_;77um7N*7>=7b7P77777w܈7d77z[6qq6qP7 6dp6,|66@6% +7q7E7qD7q6e_6m976T66 6d6c66{66>66.66666.S6Z7/n7!F7@X-717d7 e7#7 k7S67B7fM7Tԇ73Wk7%7Dr 74F667 47F6Ӣ666f77 G7&7706 7b7g555]u5T55zu5(5}v5s.5Ѷ6a5탞5:o5&5{5k5n5V5K}5t5@N5,75\5F65/55Ӳ5X5|55b{"5256/6\6&Į6S255t6 :5696*/v6N,6=b6L6 06-=6>@5,55\5O5 +55w555E56*6q5=5n5O5ԁH5S5 151l:5Y&4.4ٌ5N445L556Τ5hϸ5QU 5#5_55uP6 .56T/6 i(5N55;5z5YC55P5S5l5UxR55rK[55I +5Ճ5J5 +5d55y6+6ʨ6>v6.E6 sS6666R6An6hJR6T6086 |6C!62}p55L6Z5 +55}5IA536S66#65%Y5~f6^53R3D3d3U/38a!3,?3H=*3;t3w\3g33{O(3YB3Knt3kU3\Y3!mI33/cE3$ 3 !3Z3F 3*3>`0323Nr3A!Q3&qJ3343(33 w3z3)33nI3~3CO3t3333&33a3>3_3QGd3r3bo3C363S3Fe33uV3dR3`3e<3VW>3w3g 22N32h]2ˏ2:S2232{33`32k23 ;22222 +:22xG222ە)222.#2Z2a2`2~3*ު3w393,׬3ܲ3 +3!QV3{3HM3;3X3JL3.3"53<30D3j2'F3 Mi32522j233 3$h`3Dd323>33O313ԓ3Ǐ3B3ܓ3:33i3ԓ3 3 3ɘ3X3ڴ3j@3433j3R33z/z3>303793333m3p3Q34%3?4 {4;3 +63ڣ$30[3Į4 94]4":44+3j4>4333+3]3H3n3P339I3r32&3f3z3Hd3v3X3i3Z13|^3ky3LT3>}x3\K"3M33~G03y33m3]C323n+313%;3?32*3kn33&B3g3N63A3_3P%343'3B ]34ٍ33W3ZM3am3343 +)3L3L3373rI333U3k3p%~3`3"u3q3P3B˻3`ҝ3Q 33~33`3qi3aM*33q2 2 2W2F2o2^22ru2~22 E2s282Q222N{g2?}2a2Pv2132${2A23oe2u+2cwu2`@2w+2R2C!2ei2T2s2P227x2 22g2|2-2Է22_2[2ϛ2=I2$2S2?2i2!2ym2g22{#222z22%`2`2:2q2Y2 2&;2]2}12}22512'Ӂ2EM26Ȅ2a22)C21Yv1w11 11>1p12 12F21z17119d2V2FM2i92X%+2812*2H<<29lh2}-2j2F*2~32Yq2Ie2k 2Z222+*22 +/1B22^2:v`2,2JYc2;Ni2Z22-Qc2 Q32=3e32N2׈c2k2Q373l3(wV3ڿ3P`23<3ȩ2JH2 +2ؗO282/2M22q#22hz2~2꧕2v2u2y2f+35|3)3CP353O]3Zv3)Y33Q3C63a3R36|3)~3CA363233@22L 27n2133[3)m33=2 3s322V2H2>22lש2[27322\2]2G2(2 222[[72K2m2[2;.2-2K24Y43IV34m33~44]4%o46<4H3f"44d4b?4TD4p4b4H4;4U 4H-44q4&4X4b4U4p4bw40o4%4;40i4C)4r4%w44Hx4;4T4G40)x4%)84;[4/3:3ÅJ3߬S3Q3]3r3dž33-@3ܟ3~w3+3i33`3>Z333p3323 +3 +3 333Ï 3Z3;33n3%4R3C 4R43z3b3k3<4‘44$U44d434ZY43P3 3޷3i3&33V3e3NU3c3s33|3Z`3܃03444G94Eq4ޗ4pX434*4c 4k4ܠ44x474>4)4a4T"4oR4a4G4:4SD4F&4~]4n44|4_*4R4m=*4^4644444j44&4|44l444ځ4=;4'4Q!4J4b+4G#4{]4k4O4x44%@4c(4I +4 &4m}444.4#494._4r(44"4{4DQ484P4C4,֜4!47$4+n4G3.4M4S3E3G3$34R 4 yZ4 `4423A4 #4D4\}4N14iu4ZК4A$45y4L4?4v4gU4}4s`4X4J4dl4U 4)@4434'$4e4 +44g4=.41l4H/04;?4%44/ 4#d3q3apw3e3qn3Q3Cw3ap3Q3 3^@3o3_w3q v3`vu3V3p&353)(3C 35k3BB3!`3(o3 3Pm3B\3_/3P343'L3ArC333W33:333T33 3h&3>C33.3Ҁ3 3 + 3\3n$3^[3!3mq3N҆3@I43\3MaZ3a3}F333k3[3{3i323392$222v3-3j3'_32X3a233M24}222<2o2 +2k2292ּ2222a27:2Ŏ`32/3%3>31T33 +3$3ٌ3Ky3=<3Yq3I3/3#%j3;Zf3-:32!3 3?2*2n?22 3cA3 k}3!j3k312V3 +O3(3]33(-3ʕq3d333 +3 3 3e\3 +23Ȋ}3U3ԫ3=@3B3!3u333xB3H3,S3!o3$u3A333c33Q4l'304G3K3H33a]3=44 Q4^4b3x34c3"3î3=3G393i3333K3 +3&3Q3կ3`3x!3Z3g3V3uȑ3dl3GD39;3T13E393rk333ao3QX3o:3^+q3+3|g36z3)u33 3[Q3N3BR34M43N=03?^3'9l331A3$3=3s3c3t3}3k3:3yXa3M3 33U33933C3Z83J3g}3V93_9h9A9 9W.9rT9b9 +9F9y199Ì9w9Ӯ9Ŵ99s99f94n9(K9D,97.99w9*99U)9G9h9Y 999-&s9I_9<y9849Ž9 f8y`8; 88ox9 99/YO9"9 X99]9 *9|ɘ9l99 9[9L(9nDH9]9ɭ99969M79p`9g99>ht911H9N9@9$p9#92^9&u*9`9P`9rֲ9a 9B;94P9R9C>:Q: ?=: R:qG:9: +::-3:"::m:.E::Y:#:r\9䃛9պG9ϗ99ǿ9U9׹9JJ:99::.929ه199ꖶ:HX:<:WF^:I:0\~:%:=e*:1=:gA:XB:x:h:K:>p:ZN:Lǁ::r:&!::;9:d:g:2s:'A:? :3oz:n::(:192999u9Z9;99t>9ʶh99a9>9 999g9GB9to9.9X;9d59T?9vo9eX'9q9x99lp9'9wF9W9ţ9ڢ9H 9949|d9a9AQ9λw:x9zw:: P9?9N:"`9899K999]9r,9 9C9h9K@9ޡ9i9O9d9Ŀ9T8i>888#88&83+8{88ߨ9*8l:88P8ᓇ88m8r88s8aT8P8t8b8"$_8ܽ80k8#8 +8"8G8 B8@82,8R\8AF8$ȥ8v83x8& 8F8898ق8S8w8X8"88*8 88ƌ8A8$88dV8Sd48xߕ8eN8Cx84ւ8T88Dmz88zMX8r8h8gsD8UE8{|8h89D896l9UW99FV9*<9#O989+$9f|9V9x9gp9G1989WK9G=99 99G8*898<9+9u99A9,I99 '999S-9yb9͛99h\(9W&9zV'9hB99[9 9"U9D9zE999HR49:09X 9H|9,99:9,9h9Xd9z9h9Ht<9:o9Wr9HA188ȸ88a888ɪ88R8 9 bI88`o8'88ڴ8J8j8q808;b8|j8Y8W8,8j8=8988 828 e9=9 9 9D)87#819 89,d9999,;T9/9 P9<9n8`85+8뻕8|}8!e8I8|88s*8j9888əX8l86: {:y:G::j:[x8:zc:j2:G:I:[:о:':| +;:|:of:M:@6:\H<:N<:4Nz:(K:A'i:4:k:\:|:ln:N::Ao2:\:O*m:::::::-: :s0:K:4:u:C:3::#:`::|3:::l:\:|":lG:A(::0:u:^:|3:BM:p::A:):/: s:g:.: D:5:)*:A:5:6 :L:):(9G9:}9,90S9939z: :bf:TC: a9Vk9ޘi: 9L:N:AGM:\:N^:4J:(.:@:48$:k_:\-:{1:j:M:@X:[:L :W:j:(=:: #H9::/:E:3Q:'mT:?cl:2@@:-U:y:&f:E :bN:):٧::::ѡ9:\6:V:@;V:::Ы:n::{9:5:::m:u:{:I:ý:M:ϕ:·:j:K:u:; ;,;(); G:~:H;D: ;;\;&;; ;;K; +N:ۇ:_::.:r:V:̮^: :#c:; :&:n7:u/:!:f::y@:::iM:Y:xFs:g:::Ϡ::R:v:::K:>g:XA:J :1F=:%?:9s(9a5N909cJ9fd99K9p9919C:.D:"3:8:,]:: : mS:M!99ػ99N9Ǟ599ԝY9q:T9W: +:>9$939F9ޫ:DR?:6:PDT:A:*m:=:4lE:'e:[ۜ:L:h^:Xto:>:1A:IA:;t:l: .: c:79O9:79j&:%8::.:"b:&::: s9=g9Y9'99-9*999 +999(99j969'9~9k99zʩ9ZEV9I[9he9W G99Zk999L9w9dp969r9F9O9|9 +9A9r9M999:99_7919X.9ЇO9=99w79997g9#9‰9h9-9 +9i999W911>(1|1<1^11o1131X11ã11Ϡ11]1k1Y1 C1m1H0181[i1J:1N1 g1_11o1]x11qr1 1.1 O1 1G1ƶ1Y121O2=:2 i11L;1<91G11^11111^161~1|1,1n1Q13511=1*:11:XO1+P1` 1l11^1KÂ1;W1^1M"1,1H111sz1NC1>1` +1O61_1ԁ11w1tb1a%111u1/ 1!2=1>1/1k1+1!X11O1?1bI+1P~ 10s1"}1@10F2 2-2.A2! !2 fY122 2<52.o82K 2 00yb1 ?c00b00腈011 (1"100W1 +{0,0F0Ӫ0ݩ000F0_0A0ֺT0œ0U0G0 0e1/1p1 1!1[1M1=:1^t1L1.1 b12H23ǻ2%F2`2O22nl2\ A2?+20W/2K2;D2.22 22S2i222¿22Ϳ!221!2td22!2|ݢ2i\2L2w+~2WO+2F~2d (2RX>2 22N2(2q42^z2~2j11q11u11]11w11Ԝ1׀111.v11-1oQ1\q1.1m91K 1:1Z1I=j1_H1~11҂1j1XL1|E1h.Z1ܘ1^1^1٭1tT11Ȧ1 1bL1i21ks11űx1<1 1/11g111x1<1:1,111511p11l11,/1h19S1*11h{1#s11G417q1U=1D$1(1)15W\1&-0~0'17N0N0b0'00161 11 00ߔ1Y0 1e=1S1uk 1b1BiH131P#[1?111q1x11^1L1m@1Z51$1^10z1"!1 |111 g17788U8|8o77$87d76F4787H666È6H7g77,W7]7O6h77[6x6^6n666R66 6$66%6㐎666}6=i7;l7,`7Lm7<7O7LF7-77^7L7r7_7=7.B7Mb7=76;77^6,606v6տ7 77.7!?f767d7 6656j6q6d6WS6E0,6mmC6X6J66=6s66o,66Z64I}6% +6G!65b666=6&66Z6H"6p6\]67O6(@6J8697*6n6P6A66&6 6666J6C6_6\66d6V66r-36x6^U6^:6K6sC6_g6pg66566#6t696޿77r7A77_[7N6]7r7_7/i7-7z7D77rM7.%7V 7=ϕ7/%v7Na7=g7!7 7/J7!7_H7N%7q7^7=7/7M7=x/777Q777^77=7Ђ7QS7gK707j747[>7 7L7q7(7^_7^hH7L7oZ7]P7r7W7,k77b7n777 j'6&7?7 6@6=6364<7!,7&7.7!+87 u6 7ܕ7 <6‚6b6]_6›6v6606^6<6Tz636P6’6A6x6j 7<٭7.7L)H78>888ڡ88e28Svu8v? 8cc8C<848RS8Ao8QF8s88/8a8Pc8r&8_+8&J 8u828%,88 }8ϒ8a8 x8@3881N8N28>T8#8-8/g8"|8F,8A8\/8#8@8oh878=8{D8_88}c8u8 m8c.8S8\@8L 8l|8Z8<8-68Ic898|k8ig8K8x 8V8FB8eZP8S9:9,9F,97q9w99*D.9%9S9C9`9P>949'n9@9198#9S90688֛8+89w9 9$]b9e989 99nщ9]$9}t9j{g9Ljv9<9Xa9H0099w69G9Y9eo9Tc9rp9`=9.(9!199$p9*99 F999C949OP9?9'9I90 9#[8ƃ8&868.8=882?8.8 b8v8,8+A8]88 k8 +8t88F8W&8t"8af88p98j688+88V848]j888oW9-8:88ǃ8o89m9d99 &8O89Uw8]_8L8^88X878v8'88{8S8i8 g88W81x8^<7T78=77j7 Y7'78 K888 7d7 7mp7#7V47O(77G7d77717K77؀77qJ7k7=78 E88+%88e788_868(8B83u8N8tY8%87>c7Dg7C7,7Ÿ77~798a]78 82e77o72f7ݙ77k7X 7}l7Xx7Hal7i_7W\"7B7=t7.7¹7z7g%R777w787*R;7FZ77W7, 7B7(77U% 7D7d +7R]75B7'5d7B73fk7ر7w7Q7R7As7^727<7v7 7́s7W7]747, 77u;7b(77qn"7P +7?7^ 7M*77j7;7c7m~W7ZM7}7j "8PH8@ 8]8L_80N8#C88x8,U88V98El8bQ8P{858'8@*807٪7 77ߧ77qT7)m7<778u7f7Y7Ĥ7ݿ7̒77717&7V717x77`X7"I7W7777EA7V7uT8 +788ى7j7wl7g+708P8M8#W8=8(7i8 +87777Ӑ7œ7za7,777ޚ7T7U76|7sb7A7Ǿ7`#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J17:16I15 f1113SP1/#1-;1(X10w1,%1+1%2)1&1 N11Px1)1#u1"115u131#1 +L1;1/{1`Z11 000P1$5?151Q1^11 s1 1e51:1 +1 +$H1ޭ100%<0ܝu10y0Y0&0f0c0д'0w0ߏ0^0Iw0P0i0I0ښ0 1 11N,0 0]0b2090h0.0ڊ0t000100V0hO0a00r00{0|!0P00F0n0b0Vx0fK0b0F0A0 0000%0ld0w0A00 0m0r 0V-/0Q070|kX0^v0Zj0?0C:0)@0&0Z0;0#6000 T0 /2/쿺/c1<040E0{06u0ǚ0r00ׂ 000қ0*0U0z0000{0 0J0j00dA0z0}P%0yR0[Z0_?0D0@I0'0u0xW0ـ000vz0so0Uv00q0pj0Qp0SA0705Ҽ0)0XX20=40:/0!0$0B0 [F/(30E00/ף/5/{/Ny/)40h0M*?0H0/vK03|b00^0{0+20 0o/s0M//`/p0/&/~/0+/d/ /Ո///G|//d/_//__/Y/5L////A//H/P1/uW/ +///h3/oE6/G/Bu/!/|/S/M/+ZY/0d/x/>.끇/&qT/ +/h.܈.!..T.~0a0k0iR0LW0N}p030100I0/0,#0%0A0a0b/0u100/m//1i/A/ /|&///u/K/+/$/Z0x/K/h/Z/@l/ //ђ/Μz/*/,/Bv/0/ws /qF/I1/˽//|-/R/V/2A4/./q/NS/+?/'h4/ +t8/ .o.[./̨/eF//`/cR//0>//0/R/tC/s/lL/}/z/N/ /x?/x[Q/K^/L/'p/&.//Qn/,,/* E/ /iM.Yo.Lr.7/ k..P. .2o...s/c(/=J/8//7/;s.*C.$>/O.V. ..Ee.B. O..[J.....&.suJ.la.DN.p.e._.9.>z....ç..;.~4..X.S ./.x.M.H/.'.+---d-ڸ--q-8- -[-l$-n-]-[0-NFp-t-b,-_-Qj-SQ-G45-EO-<-O-D-CE-:-;'-3@-25-+\-~--k:-iE-X-Z!-M#-K-@-V1-J-H->P-?~-6<-5D-.O,-B"-8a-7%-0n-1-*-)-#;-/--(-' -"1-"3-8- _-V-=.h-4-3M-,---'(}-&{- ޚ-,-%-%G-- Kt-1V-b-\-! -]6-G---8X--]~-rm-~-x- 4- E- - [-3-i-Y-Ww-K6_-LU-B-@ -841-IA-?Ʉ->U-6V-7U-0X-/a-)i-9 +-1q-0-*$-*&-$-$=~--)y-#y-#U--o8-t- -m-5V-.u-.,l-(-(-"-"-`-'e-",I-!j--->--f--̦--ހ-"-8-g- --, - - +x- +H-z-p -S -I-=-ԍ-"---- P--C-.- +- -L-qV-a- }--+-)--f-H,-,,,. +, .,,>,v- V-$-Z--=,-,,ƚ-`,H,,,5,:,,xT,m\,C,),P,,i",߆/,؃,E,ã,,,ת,,,27q 7^7d7#7#7F77z<7@77~7m7uP7w~7n +s7km7aO 7|7s7p,7f7hp7\'7ZQ7NX7d7W7U?7H/7K7>7<+7.ͮ7s7jO7h 7\q7^e7S7Q77C 7Z7N7M7@'7A74n72,7%V7FA79777)7,17Y7G>7d7'.h7 +77 +7 666ຼ7P.7CG7A 73m74ߌ7'v7%7"71z`7$7!u<77>77!67T*7 }7 +{6}66y6ފ6o666G6u666677766"6ә6Ϟ6)6l|6W6666z6E6566i6666r6n\26LV>6M6h6dQ6C6H6*6&H6 CD7?.7170Z7"h7#ݜ7 7Nj7/7!7977^7q66x6љ76F6y66`g6O}6V6J6Ԥ6p6_6g6Ƌ666o766s6Ͱ96G6Q66[6.6 66_6f666_B'66&6<6g%6k _6I6Eg6(O 6c T6B6?{6![6$<6 `_65ݩ6866h6{Y66^6X69n6u-6S6N>61Z65W6k65QJ6?H6"36o66}5555[55@~555n55Z]6- 6{h6 5K!5;5A}5L5 5C5S58z5L55uP5m5=r55Vl5~)f5L5S-t5'+5!y4j5Du5I54 N4Y44e46Ƽ6I6666!,6~6Z66{\+6wg6T6XS68)}65f6]6]624F4M4 54^3HC4ZB4*43383g5N3Z233O3AqG22\WNHl55+5]5i5qF5?5:e5O5aצ535-5E+5 4:48W4WW5"44o4+44F4F4744vL4j4&4/݋33f35_F4ʕ4J2444_4U4N44Ku4A44 ƙ33yN3?)4h3D3ĵ3g3|&2m2p#0o3R2r2 >p +T5N.ٺ4@\43eQ33'32p3%72I3y3ڀ3Ä1P2вEv j2uE @=#!ܳ)\V{/"?4 a?Գ[g1~>3KX /I&:!?>jX(FrL @sȳoV$ven*~Գڳ9^"ѳ뎳Pz$y6]6o62 6[6\e6;6966Z68J675665595̯6=6%6l55505875Fz5i595F5K5Y5X5RQ5&K6A555\5+5ɞ>565fa5\5x85tc55zT5|*5Fj5D 555Mو5J55! 4Z4>4v5[44 Q4D44L4k46q=5.5e5^50;57Dz5l-5 45+]X5544l;44a4Zv4(4!44r`447F"4-34d4#43333r2\4V4K;4G4F4O44/31^4?\4$3 3|3Q_33HV3"[2C;3?3\ A3FR!2'2[`u@V첱2Bڞ 9#Ơn]%;SkM5y@5By5A55%4<;4z4s5446444m94iX(4 44yv4s}4)0S4/L33934$4y3(3ͤ{3lQ 3z2q2)u@434g4e4~J4N.35-3ãz3W433+Q3N3QÀ2r2@z㚂3`~2`2Hp !DzˠZij&_.!@QIU_|33y3/12 +Py 'iX1:n)ԏW;h+ACjyd.:E5H6` гY_~sTe;"Z!糔׳6-+GMM۳sMo곈ӱ.jx'Ӫ7C(ql |Sa1˳rԳinMM(γsAyf}ٮ/2MܳRYmE/۳г)쳦2hbT+ϳGn̳{xѳ 0m:_f;J䳫dz9\FNJFdz˳+o_;rƳB64?DnөFU_u۳Uvw;̌`YWȿ h'FʳѶ%բL]xԭ7T۶#ؐs]Գ 7p$.藳Oš7䳲A*I'&a񒳺 MpÓwYv:J=ɻMpҳTmEʒWeΧWֵ=Kɳ.ƫugφ`{cIg˟t +Ӳ˳Sת%@sE(t6۳ڔpdz0%`dtC ޏ_γ8Ҁ.r"^Hγo-U݆`4Y QurP嘳{г!aj^p Rf +gųٳ{‰EGU1ih/ꐍ~`R.W^󈹳A zx=. .iM .g.?.@. ~d...-U"[-p-`-]ګ-P-R-H-F->i--8--|%--mȶ-kx-^[B-zU -i$W-fK-YY-[-Q -O-G]-`"-VC-Tp-M-O4-J_-G;-C-J_~-D-A-=%-@-=¾-:m-8R"-W[-M/-J-B-ET-?I-<)-7-@=-:e-8,-3V-5e-1x-.G-+-:h-7A-4D-1-4-3@H-/!-.l(-.qv-,07-)-' -*u-)-%-%)--`W-~ -i/-l-[-Y-MD-go-W2-Uc-I~-K8-A3-?-7{-N-D-B-:-<-6-40 -.-9-2j-0I-+--, -(?-&k,-"W-GF-> -L-A&-:ђ-=u-D-I-B -G;-2{-2|---.7v-3B-4K-/4-0q-) -)-%{-%-+-- -&-)-7?;-:-3T-7J->+-DRy-;!-A5>-/-3sq-+-/-8H-=-4|A-:g-T%,-Z=-R6-YI-b-l4-aŹ-k^-P -WrV-M-UQ-`J-j-^z-iA-w--wP--{--w- -v-g-uӗ-1J--d-Q-.-J-R-H +-P:G-\Y-goR-Y-eC-D-MIT-A-J-W.-b-T,B-_-tW6-l-rv--8- -$-N-p6d-o-m+-}]r-Y---- -!hL-M-h-"y-$H-\- _-&---h-K--h-S4-'F-+-#ץ-'-0^-6J-,m-2v--#h-|'--(Ȃ-.-$-*-- - +r- -o-- U--W-V--- B- f---:3-V-z-r- x-&,-6(-"}-r-- +Mo-m-r---r-->m-F2-:MJ-C-P-\ը-Mg(-Ys-6l}-?F-2g-;O`-I?-U-E-QR-j-z-gj-wu-t"-]-F--cu-t-`-pZ-S--(-"-.D-73_-*-2-A.-M-=v{-I-%~-.-!R-*6-9-ENa-4-@˷-\;-l[-W-h--+I-z- +S-Sl-c1-N,-_-vH--q -\-$--q- ----p-#'-Ѥ--U-ͻ- - -iG---6- +- M- W_-- - -@--Ɉ-1-^,,-o- &Y- +`-6-nD-=-,--"-m3,*,-,h+,,-,K,u,F,,},{/,5,,,礶,,,,, ,-}-@-.,h-'-b,~,,,,,i,,~,m,,,1,K,L,k,W,),,n,Є,a,ug,鴸,,_,7,,,0#,,.,ş,H,֢U, ,ծ, R,,,Χh,,_,"(,>, #,,,-,,!,,f,Cb,Q,ƒ,<#,,,],-6u-H-0X-BI,,","x,=,N-,^, +,y0,Ё,a,Ȳ,G,6,,m--- --+R-=--&(-7lV-?--- 6 - -1*-a-,4o4(c4%c33(33y 23Ա3}:3q2ee21mg<1}301,11Wrm5@3P@ݳ5nGN^\ z<[G94iae\賃K2/rcxֲ1 r BE;Le=5pN5Ipt^^Y +@3ӳinJm3³iazZ)(zy߳糴^2˳Yꋳ^M~a2|wճKKU߳Ds[L೦pv4MST޲?&"ᢹ]&)!>N峃[gEqemгVJe;q ֕𮳮h#hMO>Z2ij=)B7<ҳýHܳӳLń麟Wȕ¢OǡpشówL&óų볱OƳmik:GԳƳʳ곣3V\3dzF>9K2%8'ҳrrv`Lq/\ڳC Z+A[^qrUAsZsZA>@ӳZu8?z@tԮQƓ𣳮ѳ +2q泘YVtٳ%ճwu\%?ѳ^b1޳׳ȳ i]p9ɳE͚۳ΉUgm5յagijItگ\ȳlQ߽~XUߒ/ы(G,݁ȗ9-ܳRER5۳f9KA]ཱི,h۳D,o}4j:;DbI<+wQCO%᳏V81ł護ɳf(цP䁳e\v߳d쿳딿j;Y5c_1x4P%@G^ "ó>@R%Dųf(P6YF@ +wc:i³ٳ3Fųܳ'2&lг޵O@Jmќl&Focz5s 5lʳ1۳]v1C[nXzYvԳ2%iZ@ }S۳ųU{D=,ǴT_WꞴ@Ҵ3rȴ0P[plд+d#ݳϳխ'"TbLHI=^7a@Cgi0ô$+ԇu{״>%"JٴG^Xw|Y]쪴Yn M:  +o7ش 8 y:dz蹁gL͈۳ƳֳG޳:FܳJ@]n^5\_гhټ䩳$4*)~b=QA+i[rq>[p)ܳ9܅γ'6/DeA[^-T-I%A-HT-?$ +-?-79-7T-05->-6$-6]-0-0Lz-*i-*+-$*-Y9-L-K-A-B-:C-9`-2pw-Ag-8Z-8N-1pv-1~-+-+[f-%-3"-,=-,)@-&z-&5-!-!8<-E-&#- - C-- +-Z-,--1-+-*@-%HU-%- t- =-s-% - ?-ޭ-#W-I`---$`----a--%-- 9-A- |- - - -s-[-<[-Sy-G!-G-=->!-6b-66-/-=P-6-6-/j-/|-)-)--$M-/-)-)-$-$-e-y--$d-x-b-- +-D-1--/f-)v-)-$3-$<-P-D--$2->->--- +--n-- ---- lt- `- "-G- V-- N- - -0--L-k-v$-[-.- - - - `H-9- C- {-- =u- M---U- t-E-1--&,/B,,-=,,,Ë,k,,,"- /.----5,,,-2,w,d,`,t,,{,,,N, ,,,c],E,W,,,*,4,Ғ?,ҫI,O~,5 ,---W-D-1--- +J|-g-nv-H- &- +#--p-s- +u-@]-h--!,1,f,f-,,,k,,}8,ԑM,W,,%,GG,c,#,<,ř,,k,WS,t,,>r,G,iT,d,)W,,IN,,A,U, -,Н,J, 6,,u,=,!r,o,1D,T,*[,m ,☊,,`,[X,F,کi,ڄ, t,02,ێ,˲,āH,Ӌ,<, D,^,A,,,,Ĭ,,vr,2,,,ؑ,G,,ˍ,m +,7,Z~,MA,(u,@&,,, , ,@,Z,9,-,g@,r,,,,,y,5,_,OL,),,,y,,,=,,J,,,,iK,<8,, d,-,j,,,M,,,,>,pg,|,Xf,ԭ,l, ,e,R,,,C,4,v.X,jO,VW,6,0^,o,{,p<,ݦ,,4,,c5,,~`,},s[,,*,,~,t,uJL,kZ[,j#,`,s7,iɹ,i.X,_^,` 7,V,U,L--->--- I- G)- q-- G:- I- - --ԑ-z- -A-ײ--&,UA,H,B9-5,@,:},0!,7,N,D,y- +--ٲ--,8i,9,*-,>,G,3j,-x,;,? +,k,+,>,;,l,q,ƴ,ٿ,5,j,ٻ,ٺr,,,/,,,~,O,i,Z[,ᒢ,H,_,S,h,,,|,I,W,,,é9,|,,,͙,,ϩ,),>,ú ,[,,,,,=,2,>r,*,,Î,Ú,^,t,,Å,i1,`,i,s,Y, ,,~,,, ,*,,^,=,,I,ss,B,,H,d,7,,<,E,O,wF,o,ټF,0,., ,I,Ԧ,=,4b,],ʞ,~,,0,,,y,z,Z,Wh,\,z(,V,Xn,Z:,ZV,,,֊,I,,_,Î,Ä,],dz,a,Û,n,|J,t,i,,,,\,,,։,S,O,N, +,B,PY,T,,!,,{,,b, ,Y,, ,g,^S,,,W,Q,,,w,ī,h,h,7,O,g,m,0,,Ab,h,,,) ,4=,{TQ,{;,px,3,,I,e,f,լ,k,X,m,,,-,,{,z4,p3,,{'6,{;,pO5,pb:,e=,eC,[,p?,e,e,[,[,QՒ,Q,HBk,',,,a,},V,,},H,2,,ge,c,Y,?^,@,,,w,}E,,C,,,]B,,lf, ,,|ʓ,|6,q٪,Q3,',,,',Q,9,,,$,m,a,u,{,{k,pm,^,|F,|Y,q\,q ,g, , ,,+j,[,,]~+++,++*,-,e,b,,,/,+,pt,,~+Z+Wi++W+ۙ+L+'+j+ܠ+J+)A+f+ƿP+v++=+m ++5+&+j3MB220 ʲVy.&20"1%0ȳ_a %bc27acapL Yc賖V^"j³$⃳a3e3ٳ 8Z +ڳ~I ׳ͳֿąI%! : ó9ijzЪ7G˳/ܳ+A*tÔֳg߳O>o,³fڳ32s<̾!Ы(g Ԉ#!<%IJȹȪb,$ѳ@TUV=ظ˳ԲӢxX$^؝53~ߎ?} tͳ-+CܳU6\_'v5>QI9YɡJGWx^Գ͆ͩѳхdzɇ½֪ѱPѝDMznt7Գo図r lqxՁ|ASĥ[nϳ_Dh89܇ܔE<b/mri56i%ȳߴ\3 Rۆóf0ߨww]/:RZ FtYt^i '6߳H@Գy.ȳY]`+초q{ʳWyE1^?4l.M ҳsTVM_ԳֳIFE(,Pqۊhpۜ8ۻ]&[JW,i޺ ɳ1bf=ӳjӳC_u~ϳ豥H&}pp5n Ep?tl巏ҳ!) A#\%MҳiL񱈳zr'! ܳïݳ^H<ȳV&ó ؉?!2Ois] +i|i3Yu֑ +*II3a9Qz>e z߳贳:G* J'l?ֳᓴ3{IvݴdBѴ޴ _nܴ27XS z8)\vK 3U* mhF%"ӴδI@l%:!Ǵ!*⡴g) ?ôﵴeRHψ´ w - +X,Ӵߴ*۴[Dٝ_  +Y -  +r +g -R > I +} Q + [ ̴ e ȴ ȳՏՆ,XSܥܮ³16NܪXܡ5~9dzLɳPI$]<.D|}2u'۳pÜ>Ұ&3},H@U8Cֳγ³y-Utl"0dz򚫳򓟳[b򡶳lp'FJﲭCseг/|9~|JQمϩk,ly8%r~c .&`³D;]5AγjAykO"8/*QJǴNX3OӴTߴ_\C[`YJ aسȍ򌔳%iY_$]XVN `M8qV۳P#Sͳ״l.1Dγ>kD1],22z *&̴>0X-E޴G.eCft|Ada{osFtqɴ_>),A@;aY\piC?`8bnnlgSjдVSebePMf;a> TCE  + + +pڴm#ov[XH6Kk %޴^ MPô , ( + +Ҵ +a #Ҵ + + + + 7 k_ +܁ K q` m 1J 3 $ヴe 1~6Jʹ?hDvQWL|MR`:gAGߴJ52(x 8* ڴ ޭ ᣴ +V2TX3B;=´#δ)* :E36 x V f M +  玴 z +z +ô K +0 S U Oٴ  K ޲ ش + + e o 4+ +δ y - A* :=    ) v  JX o մepz"%t~ H  ӭ xS4 g[>9襴,z*!+%+BM6ݴ>Tk׏y´! ~ @ +% +˙ +Ǵ T ] +k  d `4 %δ 'r e Z/ h ! Ŵ ⡴]\HG ڴPٴNE e g + .Դ  ִӴX д̴]\@+U!  yĴ\_Yaf~" n\EkҴqEǴKRƴWn9дInI"7Q.:\B(I:*;GմfT OʹUa Y޴jnBbg*CT[vҴӴ ,#3ʴ,Z,*Q,8,(,9,R,W,z,AG,R,t,,,4,,g,),o,,,,SM,,,, ,3.,D,,9,x,,,I,',]R,{,,u,,}O,,1,O,,,,4,{',,c,,7D,P,{},x <,pM,}4,u&,r,j99,l,ex,bL,Z,,O,*,-8,+,%,,,+,9,,x,~yJ,yqV,s,n4z,j1,,y},~, d,4,|X,|,urN,r,jQ,g/,pt,p$,e,e,t<,m\,i@B,b,h,cV{,]t",Xx,^,X;,TY,Nj,S,,Ni,I@,D,_,\ޙ,U. ,R,[[E,[%k,Qq,P:,K(,H$,A,?,G;,G,=g,=5,d,,:&,x~,y,pU,n ,e,w<,mA,l\N,b,dS,[,Z,Q,g,_,]k,Ui+,Wd,Pr,M,G,SH,K,I|.,Ap,DLG,=,:n,4G,a,XC,W,ND,PF,GK,F^+,>e,M,E.,D1,;,= <,5V5,4 b,,,@^,8H,6,/R,1,+{,)T,#W&,.(,'J:,%<, +, q,7,,h,Jm,D,@ڣ,;KW,?>,;I,6v~,2k},7,2?_,.X,)e,-1,)3,% ,!H,81 ,5ٔ,/;,,,4a,4p,+G,+N,&W,$v,V,FQ,#Lg,#:,,,#7,&(k,!',,0,ҵ,6,7,v,b,[,b, , Z, +, ,{,cY,j,X, ,b&,`, , 4,q,,p+,›,++*,,&+,}g,8U,&,Q,,<8,r,t,gX,i,yI,Y6,n\,uQ,*.,],n,0,,ug,?,,n,h,~HP,,',r,;,,\_,_1,R +,T,cǸ,jS,YY~,_",H?,J,>,A_,OL,U,E,K,s,~8,h: ,sR, <,,K,,],h[R,Sr,^,u~,,jʕ,zY,s,,,1,ɬ,h,5,,ň,v,!,u,a,,,(,VU-jN,-K-{.-&-oE-!",,=,ޖ*,B- }|-D--,,T,b,),,N ,,,W,,,,P,,,.,ow,*,΃E,--r,X- u,0,۷,`,Ӳ,j-, - +,5,8+,,ε,/TR,p,P&,nxA,,d,}D,x,,,j,X,o,C,ӀQ,3,~,,o,(,2,,/,: ,2y,2,*V`,+]p,$-O,#!,o,)z,"Z,!4R,,!,D,2, û,j,,,y,B, , b,v, ,%,[,, +m+آ+_;,<,N:,, +O, c,,+H, +0,,++l++=+K9+o++& +"+Ɓ++Bq+Ւ+U9+j++ϑ+I+x++,,7,&+l+=s+(.++l+@+܌++X*+ +ޘ+x+Ҩ+u+E++㠵+ ++9+H+]+׍'+Ψ++H+ַ+B+i4+ٌ +`+Ƚ+U+A+Cj++e +Œ+ +%+P++ ++fG+/+}=+ ++7+ + m++l+f%++++*4+++d+l+r+T++5+C++Ձ+w+ 2+-M+3+Ȫ2++T+++R+>+-+mx+e+Y+z+Hb+a+)+(I+F+++m+ +ǝ+ ++&+M!+G+8+)+3+ +9O+++9+x++i++#+r++ +++Ry+\+++o+}+y+o2++++O+y+Б++w++\++++|++:+q+0+<+&+x+7+Z+a++f+=l++o+++*+~R+A++zl+T+{+s9H+m+tC.+l+f,+^.+e`V+`O+XZ+Ss+w ++u+i+h;+u;+xm+h+k_+\+[+Pѵ+O+\7+_"B+Pf+S`+I++0+O+,6+#9+<++l+;++ +i+ذm+ȃ, n,, , +,,',, 7+,{+=+A, ,,F,++Q+ɢ+++ַt+t+2++V0+++Q+3+OS++Wf+!+א+,, |+;,l+Si+N+Û ++B+,+G+J},6_,G,.,?t,[,s,S/`,j5,'OI,7|, H,04,J,aH,B,X,|,U,v,,,t2,,,{L>,,r,,,,zj,z,@,)q,-,"F,;KK,P`,4,H!, ,c,=,,-[,A" ,&Q,9,i1.,Ԡ,`,|^,4;,D,,_s,Xv,sf,PL,jo,0,,l,)+(+\++S+{++ +;++G+++<+1{+˅++c+Ǹ+T+?+S++Μ ++cs+f+U++şn+Q++E+}R++po+xc+ɖ+sW+3J++d+lR+Y-+aU}+x +c?+lt+zp+2+I+=+++ƪ0+SJ+y++'5+++ ^++)++G,,v+<, ,,2,,,.+D,k++b:,M,%,,x,H,b\H,A,Z>,,,v,,:s,Ra,3(,Jz,m,,ec,(+ۦE+]+ +,,s,at,+f++[+Ő+;,+;,,,l,CZ,&z,,.,MV,h,E>,`y$J޴@/,Y]q|y`L +1a<-`3ڴ2д´+մJw Har/3ax7e~Wrٴ`ƴ  <] Q갴˴״ - \ 2 +> +ٰ +j +p F ݴ ^ 㞴 _.k|ġh;ۀ^/ Awd I + +0  +(G + *׊ & Ҵ 啴 ~ +d- + D= ^ + +ɸ k  +wN s Y? u r B ] . Դ j x ; s9 , . MC  { CL J t qȴ̉=, Uδ c +6ݴ + +̊ + Q +B~ a  Ԓ ì s J = y o B M  H N ôh6´ƴ[ s o Z5à *R8`sf*ݴ&L[p9bdڴ +>vE /~ѴDU״;c-^\ Yeٴ/l#(-;e<WֺM6״Ĵ1VnWwQ,n=o`SǴɾ#7-ڴGXG۴YV´o4LrL{H Ӵ -X= :Su +P +m  NL +"n ) + +fRHdH@րE +ؓVduE W I (D ȴ ʹ CS 1  kvu g v#b +ٴ  o +c +_ ; lW S 7 +c8 8H 7j +Xt"BvѳWS~մȳ׳}j5?|a_ +fفJzQ 󏮳2߳ҳѴӴ|唴{cla虴8.L\@z<γUi|t?p7Cbeݳ$$Vr×p'1T%۴ab ^ȴFfHҩ ' \ Ĭ N + < ش9<vb*ٴ |>E 25p]rD+OqC )cŴ#yA8K;9ߴ 휴ܴ (J>A#䈴 pд +GQɺeFˠ{  ( ۩ +Vʹoɳ}eʳCbLj3=r݁Nop $ _δ P ``[ +9ƴ7r n X +9  ȴ꡴ӳDmi.AʹҴsųgǴ<ZNĴ@ܴib^д+88UL dMrȴôGִmbSLOn~]'kfRS%8B&eRaMar{d8ɴɇ]h-a )ዴ;pǴbQG t|ϴ*bykG3H.6~TPwRO歴x״of~?~22k7iw}R/OIǭg,fHb+" )(l+J+d'b[vP19--祴#36"\juR+˻XtPôiUմrE9UA5aҴNVbU٤ &Yիm;pW>WKEpѴ39Y(Ǵٴ ^t ô*(#ڴnDKдػ;!OzV ewT[3J"TAݴŴPYw݋u#@D$Jd31EôF2 +ϞPX3͎ô.k\7].qQPbܴwC`%w}fʴԒ2(O.@miaawKx´i4"h/3 ^i޴.GA'mTU#4ִ|I!j%h^Sm~[Hִ1|o峴䋴zU-1ZNkxvYg   e\ + h F :$ ˴ Th zD- B|vnҳ羴v + +vH´ƴôiFM{ S B^"{y˴' [ 3, 䙴o+ +r R̴ 9@.rVD]i{CN0L +- ڲ@2`$ǴѪbִwuŴ(>40Rj1̴foo$m{ 5^ϴ:5WB_o=ǴVд.Q\b"E+Mմ{̴.Dm@%Ap⪴`t +."93VS(e@miŴ7} 掴 q< - , +N̴ #WӴ W  ( SǴ*ȴڴ9>9CP̜-jh?B#ܴ8#մKBC H + ʴ +Ѵ&u$ ô _! .--\B--L-_c--9-nF-O--&3-c--P-s----כ-!-ú. +F2.`. 2--ѭ--$... .P-DN-}-u--u-ʿ--f-&--p-2/- -˙-R-h-6i--$-<..H.wH. -ޟn--ީ-R}...R..\.&.R.)6.7F.I.:U.N.A.,h.A..B.=.Qr.@].T.^.v .cno.{I`..a...g..k$.].:..T.T. U8.0F.!.2H.C.Wq.Dm.Y."y.3z.#:.4NI.FVN.[a.Ga.\1.n9..pa.H.....r׈.|.tf8.j?..1..yd--M-5---}-K-p---=--(-ȣv-- -H(-&--8.Z..".9-U-|-- ..[.[.-J- +-'-0--*_-s--4- -e- u----6---6-ɹ- ...b.+-Uu--ў-罷.6.z.K.;.#>.4J.#.40.H.].HL3.].#<.4.".4-!.H2.].G0.].ux.n.v.zC..m.o..v:.8.u ...e..o.!J.3\. :.2D.F.\?.E.[.c.0O.%./Q.DH.Z].B.X +.uDV.:.t1..\.1.׾...rf.p.p. ...#d.C.g.6.#.c.?..ЧO.!.~.)U.zJ.Ä..ۆ.ئ..=/ +// Ԫ/{/* +//.X//R/t/i/ cO/1/#U|/4}..v.N..h.<.Ӟ. +.(....<3..2.////U/%]/7/(xd/

      ////k/Ë//X/p/er/w/ǡ/4/Y/K/aq/N`/dd/y/3/}GB/-/PG/g/S/iU/-/%/{/Y/a/#F////δ;//ѯ/e/E//G//L//֌L..!.v.@..f.Ԙ.A..ϟH.(.қ. .=.5/)/ /#/ T//-&/?.K...nw.%.[.I./.e./T//$/ݜ//h/B//E/B/ /x/ &//./B$/.=/A{*/Tô/k//V/m=///h5//W/nV/Wm/o / c////+/v//W/obV/W=/o[////u/Wq/n /VÈ/nI/k/M/#_/{/K/0 //L9/`/܁/dž/ܴ//'/P1//f/ܙt//3&-}-b--C-v--֩--L--h--ȹ-޼-]--Ω--~-[3-e. w-. +-"--ě->-0.l-;.T-rm--|-Uo-S-U--z-v--pV-8-p-----. --*-.sF-k. -5N--3-ɡ{->-l-U-o..-./.+y|.@..V.>.Te..)B..&R.-TQO-s--l- -R-;-C-es--- '-@------Ԭ--.}..(.C.* .>.'x#.;4.+..4.k.$<.7k. vi.3`.UH9.nJ'.QDv.i.....M s.e_.H.`G.7.OA.{R.$-g . -S.9.ڸ./.1;.+-4.m-H. +.}!.'z..#\.D.[.@X.W_.vm.%.p.>.;W.Rf.7o.M.kCU..e'..TI...g.L.v.EJ...Ȏw.(u.{.K#.t.M."/ \// e/Y/-^ /@/,F/?g/ +D ///e/*/>/)|7/)//B..=.#..ή.L.C .Z. y.ڳ. .z.DZ.ށ.M./}/.$./ /yX/1/ /.q./ +.-/./{/,/Y/),..G..o.,.֟.B.R.U.̅.s..Bf..30.w.>/.///&)=/;/#. y/n.%$.|/U// cN/~/E /[K/B/X/t2h//p/j/?L/U46/Ʊ21?'P2$2<32\3$$2?J(.P2X}23-!!2[36!X޲:!"鲯gf1))ҳ#5$˲x ɲ'&P\)i0Z%2io0el2v_293>Nf2P`3C(102XM1n2n23F34l44;V4`4:n4_Ÿ4ˋ4<44[3"33<)3T3`4b-3 43{3[3'3343t4l49֛4^48$4]^#4Y4f44464[43J4X44T44'w4+444j4ϐ4?4yv44R444b4W434]55A5jj5 -j5!a515J +57 5O755% Z55) }5<T5U 35?5Y44N444R;534ꉔ5T47P4 4S_4j4k5\4Y?5 +55,=55.?5CR5]q5Gk5ac 5Pq5125 53t5JU\5dH5Le5g]5c*55k?c5ý55 B5c5`5qy55vt5[G5x55^5t55χP5 955625^6>5}5ڈ5y5\56 5v6 5{*@5N5^5$5٧5g5m5J5N5#G55^5:5L5n<55-U55 5qT5π6ε6^6.5rG555665\6(64\.44sl4ӈ4 5 w\45 44Բ4445 j4R5 mv555P5 565Nf 5j5O5k5!575!\58:5P5l45Qj5m4449&4ղ4'h5 es45 k4-4Ҭ_4G4}4w5 4 5 5!A58l.5!58 y5Q5nR5Q_5n5!57u5 5=56+5P5m;[5O5l }51A55;5Q5a55H55t55V5z55Jt55t5!5<5 56{@66e6͢5c55B56[c6j66*5w5{5~|555fo5q55 %5\55ּ5p55?5Ӣ5 555e6 46v6 s65ټ5J556 M666?T/\7IM AIJ|d׳=.mTG63!]ꐲ i1 |)k1{x2-43#23ϲS0ѷvҰ2(#332m34uuA.P)AX&k1*ܳ6b糉dl:b:_ kxBα="YaO$.2B2&2k2 (?*12[1a23ty3!3kC33?`4 g`3X4 +S3_3j!3T33g4Y34qb404V'4-ָ4R4~4a 4}44)>4NN4%F94Jc4y-4z24tUb43Fw33:T3F3v3L3133,133͏3sIz33Z3~3P4 X4E4U4AV4o/G4,_4ht4~|4o4;ƒ4$454c 4_4\4*(+u гMn!DW1,hгj5 bP7۳lAHn]&޲/;k2NA2Wؙ>K21JdzpLvUL +Wf Z<̳P+cO鳍n;znM*ݲT\#1EְD6FܳAmѳOٱزò33d]23T?Y3{3ڸ=3d3I_2C3Bu2-31Q3i3ű334 40E44)yf4V4\4Ot;4{S4m4"3T44H=4t 4BT4kTS28_3! 2Ƃ3w3zwB33e%3=2Cy!2:2m2§3R33B3>A3o'3#4 34z4:o4c43%4Zl334X3q944+Ғ4Q4#\4JCl4Y4ϝ4o4{A45 +r`4y54"44Ka44>5z45(555)5T53~65NW5k05M 5i;S5^51=5505K_5fh5I65d!z4 4c444e354544į44F4e14y44.A5w5-5:5+o5F5a5C]Z5^5 5(5 5%5@?5[85>5Xp5}55 d5(5i5W5P555[5h55]5O55C555֨950e6t+66ى6 5 5D5F56H6`66=57!5v 5}u575335 5f5u5yƓ5B5uU5!5^5c5&55654O55 +96s6676O5-3555e66tm56v4<54Q4uh4l44Z4_44P4@4@414ɴ-484 45 5"5 +55 [5:5T56t5P5Z5{5a552(5L5/95H4V44n4Q!444U4؅v44:4v4T444.%4r5H#5Ŧ4D55+T5Dj5'TC5?c4lB5 ճ43W5 5#:L5;K$5 +56'5rg5(5n^5555|52I5i55d-@5,555u5 5ƲG5/565-56 56 5.5u55I5!6 5=65_H5~5Z5y5D5o5 +5}5U5s5PF5nu55GD5k95[55J{5W556J5=b6I50G5R55i5㲇65(}5 _/./I//0͈0-900mO/ܒ/>/m/%0|0l0A0*00-0 r]00A0>0R=K0C 0V0#n040&070Gq0[J0Jk0_G/a"/:/筂/R0 :~00 =-0(/꒫0/T00V0y0Y0 +0)z0:0+0=0M0b0PH0f#0.0?0/0A<0S0i0U(0kf0g0r0l0T0Y0i0n0>0qI0v0uq0T0I00I0ì0000}0k00A0{H0y00f0;0њ0Պ<0u/0D0[0y0E0}j 0um0H0^p0l0{0IV0190"00S`0˯00E0>00p0˻0ܪu0:0߹00K090j0i$0sb0 00&/*0e/0 +00 00" /50ɨ/*0T00#0X0#010C02|0E5_0W0m:0YY0op030F]040G;~0Z0pt0[0q~/+0P/00l0$300$mH/L0/~0K0A0$nI0/0$805.0G05q0H ^0\Ck0r0\L0s05w0H+05B0G0\0s1 0\z0r000700i0.00~00060"000M&0]30n0J$0ޠ0ݵ0%0f00Is00%0=0!01i@01x0000Z?0B000F00n-00S5060c00I0Ð0S0,0A01n^0Z:10W0i0g0Ns0쇠10lS10I41y0|1 +S11#$1|1&}b11 !111`1)1^1,r121CБ16iY1Gú1Va1j1Z1o@19ȭ1Km1<1N1^1s~1bK 1wP1111|1 1/ 1!11f1T1}1 C1 1#H13}1%15TD1?1Q1BC1T1e1{ i1h1~b1D1W1F/1YEZ1kN11m11N1G1 1~1L1sQ1?1p1(411MM1H11]1}1N1W1ǂ1D1:1ٞ1Cw1ݢ1{1t1Ϋ1b1;1 291q2 1A11,1Q1o11x1T.1v1~11[1A11TK1̏1!11W#1#2!2;2211[1&22 m2,2`2#1 +/1ad1 71x1&16 1(718?1 1l1 1"A1)7w19VH1);1:.1HB?1[$A1I1\1o51L1qe11J1^j1K 1f1{rk1<11˲1 C11A11*11:ʪ1*1A01^1?1P1!"11%1H17I1OX1Sȴ1oٜ1[1x1j1M+111cl1>1k +11Z111N1<11~1|11111<11k11Lf1̋%1Z\1.1Ԯ1 212 R2 +2*A2202L22C22#g2732)+2=1 1s11,1ۻs14V1*1rz1-1a1`1.1w +2 12v2 +z2c2x+2 2.,2C24q2J +22%p2P2*292P2?B2U/Ц09U/?00Qq0#00#3/0/0'0 0"gZ00!n040G04,0F0[0rys0[B0q03R)0E02E0D{0ZF0p0YS0oO/$0-@/@00 0 I0!0C/ 0Ԯ/R/0Y00 0001 p0Cm0/0A0W0m-0U0k0. 0@2*0,Se0>R*0T0i0R0g@00 0!000D0T0s00006t0+000X0ã0&0D0Z(0 +10fG1T0P0Ն"0X00ʈ1 X01 00L0 0?00Q0F00 +0/00o00)00'0=0'0Bz0?1n111k0_00;04011X1 '1DW/㣬/ /ƕ/0 sc080 0a/ݿ//ڔ//\00n00cp0*t00(t0:0O0eX0M +0jh0&VW07Ϥ0$0;]0Q»0o%0U/0s/G//"/0!0B 00/_=//P/A0^00:0ս0'w0>0).0A0YZ0wm0\0{?0,/0DR0.X0F0_0~0bDr00T0000wL000Ĉ02Z0P00V030#m040vg00L001 1g1b1"T01x01f11% +11'00+00ia0 +0~0k{0900h0M0'0h0Ӥ0*0տ*0%p10'1JU1 =1)11+0#101 l1r1-11/ 1'&1&@1f1,@1=Lx1V\1C(1\1w11]1 16O<1H1c41NX1iP81r}1^1y1 *11hz1!1]1a11ő1\1u1)11W1%11;#1)J1?1S1o.-1X1tɂ1-2^1C_101H 1]}1z11b1$~11M1"21/1151o1l\1b11ݠ11 41jn1r1+1x1`11/"12 1I2J/1H 131e1122&22W22/x +2 24/2Dr2[2Iy2aA#2$28hm2(z2<2NP:2f_2R2k1Jr1#!11Is2 /22 21\1(1 +2]h22u22"2,b2@2/ 2Dr2Wb 2p92[2u4222H -252Ki 2_F2y$2c>K2}X14^j1K17P1O}(1fJ1~1jA1M1:1R1=Y1Uӆ1m1"1q@1S1x1w111-1Э11o1g11#1Q1E111ٗ1?w1X1B 1Z1tAN1j1v11C&1]o1E1^!1y<1[k1{3a1mr11P1W1I111l11l1z11۪11 +11l1_2~1_2v2j2%,22'}'19O2C1/622'2)2X2+282N2;^d2QjW2f222iC2o2=u2T 2?;2Vc2l 2g2oKg2m12 +VH1">2 22-[2O2.l12 12 32|20&k2s2122A#2Xx2Ct2ZF^2qu22s22DM2[2E2]2u222v2`6TV6$6Q6'x65U6Iy6:V6N56.6,66/D6?6Sq6Bm6W[6_U6w6e6}w6)66h676i6jV6nq 6666Z6H662V6"^64G6E 6Ze6HL'6]6%666&686J6`6M.6d6q666ux@66966N66ypc6>6|6ؠ66616B66 6D66S66)66L-66ݔ66ڱC666˳687 771:7P7(477+27:|7L77%7?7/X7"]72o666`6ϸ66l666Uv6~66<6C}76렸78E7 77 77%dO74B7'XU7787 @77x77)K797+ 7;_s6(V6:6)$6<>6N6fx6RR6h6S06i|6~JA616;66E6666&6[666 U6666,+O6?@6,I6?s6Su6jSq6T6jk6,:6?b:6+h6?6T6jβ6S6j]66 6;6X6i6\}66%6AH6k66 |636666zc66 6WE671R6~>7,6g6L6iU61e6Z76n777a777,r7O7=7w7%7 7.7? 7/7@z6B!6 6Ǟ6܅<6u 76y7v66ܠ6ǍZ6i6+G76W777 7F'7!870537A:870[7Ar7j7!n7Rf7!L707A70J7AP787Il77b?77a77u777Eo7X7Hz7[7%7m8j7c7pf77K7^z7M"]7`7sk7Vi7uM77477777AO7 z77x7s7Ҹ777y7BS7%77̾7J7Н7=7rj7717¥F77 T7a7 7r7}88888p888,8 848 t8b8 %8cr8(8>\81F8GT7ȥ7ڹ7 +j7M70878T&707߰77257ڙ8:88"8K8$N88,Q8:8Q 8A8ZXK8 |848&8<8K8c58S68m7O:37c7P57d7x$7%7y"77RU7eB7R7f7{N7]7|W77ŭ7<77j7777777&7 7xD7Ͼ77X\7Syj7gL67S7gV7}L7ia7}D77T":7h7To7o 77)7 7lB76i77̎7|j7jz7G17M7O7„7yo7T7 D7ԗp7C777#7H7dz7H8 W8x8S8!7dg8ͻ7w8H8uY8&)88-o8.8Co84ε8K8[D8v8d<8H8<:8R8BY8Z8m58Ñ8t8#7nJ8 j8i882838$z89g-8k8'=8 +8 +8*+8>,8/#8D:8I8b8P8i/8}8 8`88V'T8pl8\)8ws88[h8C886+N6>6*36=I6S'e6i6Re 6hā6)z6<.66()6:6Q,6gg6OkV6f66Ք6N+6@?6@@6F66606s666?6jA636kg6&69hU6%<676M`6ei6LD@6c'!6#<65o6!64!6JP6`KH6G6]`6}646{}6q66 6K66yZ6z6vD6=6 <66686d6n6P]66j7.676W46U6 6{66767c77 I77 [$70R7AZ7/z7G"7?77S7%7527M^7:)7SD26«}6#66t6g7W6얌7}6^66ui6b6`7 +6i%7 77)74>7-a7?'7X~7D7^B7717 ,D757H7cz7Mo7h6C 62&660A6F=6[L6C6X +66-B66*p6A6V +6>+6SU6sv66p6U6666_6m6 6j46>6Y;6>66!66'66%T/6:6O?676S6 6"6 F}6$6:6VH6=6Yy6nu6ms6rM6}66!K6M6q6u6j6yF6!166U6W6#6(6(6 6;m6-777?66軻6T6쌱77}F7?7 +7$X79k7&Ž7<7R;U7lʾ7UZ7q;b7)b7@7,]*7CJ7X7uY7[7x[6 6n 66rJ7o77 766E6Ì67 y77 7F7/07Ezu71r7GC7_?7{x7b7-739m7IX747L 7dl77fY77Z7x7bC777d77l7h7c7n?7dS767tb7I/777-7?77(N7Ԭ7*~8Nh7!7777د"7A87Х8 !7u77{nz7E7W7)X7m7q7m77q7f7/7^H7Y7)C7ņ-7v7M7 7U8 A78[777:7Rp88I8888 888$838J89/R8O!8q]8)A8z8-Y8=78T8A8Y8b8~8iI88pI8Y8G]88n 8&8s8v88888(80k8!084x8Fdd8^8J(8b8#888&8;ќ8N8g/8Rw8k)8yp898~T8j%8R8 87M8=8ީ8&8K88H8+8.(8z777H7>7}7-7 +77@77!77X7Ws77M777 !788hc8~87;e7'7(7v8 =8S8 O87)7R7W7!177/7'7777'7W777I(7Ϋ7u77Y27K848'8?8!S7:87 888"988#t8)8>[8,8A8US8o^8X98r8.8Cv808F(y8[|8u8^*8x8H8P8828l8i8l88Ҏ88g8+88878*828Hy84Y8J8`t8{8b[d8}v85D8L887/8M/l8d +8)8e8f8O888U8ͻ8 88ŕz8z8u8l8s8588J8&-8-MM-3 -Gm9-ef-1O-^-xV--AC-AZ-'-:-W-q7-P-i=-]-}-/-- -8-l-- -YS-7--9-e-Æ--"-4-O-.-JA-b-C-[Ze-Ia-)"-$9-#m-=g-T_O-79-M-}-n-v T--j-!--9-nZ$--f;-d-d- -ѥ-0--KV-a-..9. +Cv.-ե-¸-Ϙ-...ԅ.3.2f.HR.-F.C.`-.{.Zh.t4.)]L.=.$.8.U~.n<.O".h-ɠ-v- --YA.v-(k. +֩--՛f-ib-f-.->.#3. [.4../%'.J.b.Dk.\Z.o.*_.o.%e.?_.V.::.Q7- &- +-R-d-19-F-+j-@q--M,Tl-1-%-:c- c-4m-_-{_-X-s-_T- -=-H-Q-l 7-K6-d---L-:A,- D,\-j-,-.-)t-)* ,_-@,ݳ,>-W-#- -J-Dɇ-]->-W +-zL--r2-ϛ-8-P-3,-JM-k_-J-dq-5--^-]-Æ-␲-Y-O-3----j/-ԅ---.W.!1. _.̀.598.Kw.0].FPM..'.ҩ.pF.+.A.'E.<-=-&-TM-.-*--Q.-[b--,--m-U-N-H-p..is.1..8r.X/ h/e./jc/8.?.# .NG.!/k//q&/4.~:..w+...X..2.q?.]W.j...F.V.#.i.T.×..A./ R.&/ .ږ.Ь.6.г.j*/.G/ܿ/+&q/>/'/: /T /l/Pgx/h6/#/6/ `j/3/Lt/c~/Gɕ/^J/i//J/x//0(/|/2/}j/ /x@H/<7//1//N///'3/MU/+I/C/Z1/?C /[U//'xl/i/'/@/\8/@/\K/y/./{V#//U/g//22/|B/^l/|////SP/a.d.8.^.z}.N..E..Y'.t.Su.m:.&. +z..;%..˲.?.̓.B.}.p......޷..:..N (.g.H.b2.]n. .~1T..C.\C .>.Z.|}..z...g.H.dJ..`.ѭ.,.W.T..D.!{.ڜ.u.س.-@//(A//(r/Z +/=N/Xs/eM/$/ /"~u/;/V/9ȶ/TGL/y6/R/wP0/0u/n/?///u /w/rd/L/!///,S,o,<-,`->-I--#,f,6,΄,1,-u,q- i---DC-(u->lk-]g-z@-WBd-sQ -#[-8-g-3=-P-lK-Jϴ-eq,mh,%,>;, ,-v,-m,<.,^m,c, +,<,@,oo,zo---.- -("-Dn-^->-X'-<-#nH- -\*-9%-Q-3v-KRD-x-T-~U-Z-z2-˼$-}$-+u--=-n-p-c--ֵ-b+-|.D-ߴ9-n.=.$.].#>-ٞ`--ӤX-. ǧ.!`. +D.>-|-"-t_-f-%-!--;-mge-Wu-fD--- -E--РK--B-O..ػ.j.3h-Ɏ-1-Ŋm-'.$.Q.u.7T,,,,KV,V,W,b , ,],7p,d,F,Ēi,V,V,מ-B-`R--zF--o-E -(as-@~,6}-h, +- -$)-;-X-6,7,w,,,^,a,J,,,Dg,Hs,~,,6M,?,HU,~,-,b'--|-1H-O0-+,֓,},#,)-e-&5- dB- --a_--\#-{-m-D- -װ-V-ur}-P-n[-f-x--E-:-/e-i--1.d-". l-=-d-a-̣P-ȶ. D-/.'-J-g-Dw*-`g--j--'->-Yg-7-Q-x-N -p@8-v--ư-K*-x-_@.4-cW-0 +--\-Q- H-E - - -.=.X.;/.VC.x.{.v.L.8.T.6z.Q}.r.1.oj...g.;x.. .r.".܍.v.oP...ͫ...ͼ.N.3.Mҽ.0#.J>.k-.M.g.N.-C.F^.)j.B9/.c|.i.^HR.~V.}@..O.t.:.;.sG...4. .xC.Y.k.3N.) .Ju/ vN/ / +/o/7/Q/5&e/N//7/+/b/2r/K//~/HN/of]/>/ly//$/Y/n//hmu//d|;////P/ .%ݵ.=.!m.95i.Y6.x~.S.r`..4d.Q./i".N]}.l.H.ev..x.p.m..'K. .Ж.9.<.,S..=.M(.K.ã.-.*IY.E.% [.Bƌ.^..h.D.G/ +G].'//T/3P///M.j/%.Z.//*]/\v/%g/M/i/Gɓ/c5/1/P//d/B`L/]d/<ذ/W/|"/`/tM/HB.ؼ~.P..h/ +/ //.6..\E. /:/ .//78h/P/1/J,/m//f#S/_/+Û/C/%s/=/^/}X/W-/t~Dy蝳\—~ ܳC/ 6MY +k%AN.~7e~7q@ CfWc^Sq쳼2B:ڳ0x +kdzŮpؽ.n~(}m}PM"\`zPGt-<*`|i+ft~̳:;/FK1Ou2o4-23*Y33=3oVky2T@2 3j3Y32ܬX3C3v383\3x4(4B449U3u33334 y4044'?g1A/\2E3.>2~C3DmmYƲ2X362237[3#3st3`3H434F3\ȭ3{3E3.34 ҽ34UֳX@޳gֳ 7#[dzk5v쳼 [;lhS6O" _錳0Czų³[k;w%iH~+;!KaWFũ'ʯ}ٓ,&z,㳴s-ڳƳT>`r sfZl.ԳvĴC*ݲ&12/qt2mUGs+a[2_.|2c31 +3+3*3ym3133eV333b!.2+3L3U33n3M>"/=l55ݔ6\564!4I4\4A4w4V4l'64I4248I4 fs4/4a[44W4/46C474q4>4$5 t4ꗁ5 o4ۓ4>4g44m5 ~45 U4D4&P3;44O4}-4Ec4{R[3D%453s4S<4Dh'4yg4BA4u444P44&5 J45 +b4}454\4d4r53455(/5Gs5(BH5G5k5}5kW{5?5'5G2W5'85E5j5E5i5&5&55Z55 6A5k6o5Y55v 565A*5M5ڱt5O5& J5DY5$5Bj5gN5f5e55#U-5@5!5>35cB15d5`W55M525G55.5Dc555&M5Q5555Yd5(5{5jfܳHس߳ҊPݞ2W3AL33+3 b2G2p3$3 +3Y3Ȳ>PX>[D6Q)4ʳ)Dgwoγ1ĵ:9l 22LS 2%r33z(3{3ki@1iCl '1_2N3[(023K/GWߴi#OZ]+%^o^XANR傳俀֢ +|&P'ڏ"ZݠX8́賺@mS1?my "ԳfyEܳ/_ʳ;t}~H(4Fي#;޳nwM8mҳAÀKA+wE^U Jas*ntK0gV42/3923';d6ƲzM2_32r2GD{zl7'x³Btn%91nPq.-^5Oa}貑1A20*@2Fγq2&2ҥbyB2Nk02,)3n4Ӝ314 Y4>4r4:4m@3aM4 +:D3¨`4lb46b 4g^A414a4n4]4=4 -4ޖ5GG45H4A4^)4S44ֺ5n4b4<34FL3ӝ3R4,W 4[b4&-s4Tʈ3a353=3]44M[4pj4F#44M=44*4 v4444e4L4z4H44V4G45$r555V55ެ55/5,5h5 z5_55%35k5Q3'3_3NH3=4[?4>4 ݌45A333fM34e4,۶3Y4"4p4Ҩ4e4 +4D4&=4j?4GX4[0.44Pz$4]44&4:4ø:3O3Y363>3+4N3SD4t3A3k73B3lw3H4E533L4F^4zAL4<.p4mR4͇4H4B4a404_p4$4R&444d45^54q5575XOA51i5Qu4M54Z5 M5+5J5%5C)5}O+55u4b5$Q5H5 +55C'5mw595d5555+z545b4 5O5 5<5J544F44Ĺ485V5-|5 ͂5&5\[55T5x5P5>5C5!5Lv/5o25Cg5e$55u55#/Y /"/яf/0i-0/050/n!/T/I/30 ܆090 +0/K00;0H01w0Jj0d!00fs003&0KY04.0M0g0Ֆ0i-0v/!?/t//O0 k00 0V/n/u/׏g/0 0U0 0yg040ML05`0NK0i00jo005!0Nk05l0N:>0j.0,0j;000y00&0*o0׆0<0000_o0000M001 +)01 +(110N1)11M901 01 1U12 1&12T00I00100Z00|00090ʨ0ʣ0J0`900"1 ;3091 @1_12 1]120F1 B0Ro1 1!12a1}11//W/ /Z/70 0*z0 cL0///Ԩ/;0 +00 ڜ0050Mv04X0L0iH00h0N03d0KD02. 0JW0gF*0%0e0-//g/@[/90Y0[00 O//E/̣t/0 ~0Y0f0t000Hj0.0F20c00aS0i0-0Db0*0A0^X0|n0[ڙ0y##0?050j0a0000ͣ00O000u0\[090ՠN0V1 Z0/1 +U'111/1+1/0V 1 ^0W1911.1<1-90,0z0_002G0Ӝ02B0R0M0ǔ0000000h10k1k1*1+B1x1)M0酃10X1h1L1'u011%$1F1``1H 61a1|G1L?1~ 1m1H@1b]1IR1bs1~&1n1r1Z1y1$1Z1w11'111Dx1+v11p51\11ˠ1WI1I1c 1Iot1b11]1g+1C1I +1bs1Hh1a1~1I1}o1|11u 1e1:1˝1K1T1.111b1 ;1ƃ1Kd11X1 j2C12ŗ2422(2d2212&1252 v222 1223 2Fx2]{2G|[2^2wW22xB2L2GS2_42G2_2xu22xt2O12$1U2_2 222\2212r1|Q2 J2I212921(2Gű2^2GZM2^c2xsw2\2wj2 :2Ff2]`2E.2\2w22u521G{X1`1FI#1_:1|1 +1{1#k1D,1]Y1C1[1y711w1H11111a11LJ1ߗ"1K111111>1۽%1A*1Yf1>;1V1t|1_1q1ɼ1<1T2D1911Q<1n1 1kC31*1B:11x111m 1˼1ހ1I11c<1z1P)1k1112 T1Z2 220!2$2.T1T2 +s1L2 N2G2-q252+t2D2[E2C42Y?2t\D2 c2r22A2W2?[2U62p262n@2N1h.2$122,M2)2]2'A1gs2a122g2%2I2#`2=2Sh2;j2P2k.232h<2!282N@26SC2KO2eл2$2b2|8/c/巒/v/F0-0]00/ð/ޏi/: /ږ/m0/hq0 |0(t0? 0%&0<' 0X0u0UN0q0#080 05J0Q0ms0M0i"Y/C/a//I/0 +O/0n=//V~/m/Ȋ/G.0m/)0Q002!0 0.Gr0I0dw0Ez0_0C0*eI0M0&`0AO0Z0<0U00J^0100000ŷ0q0[00D0q0EP00010<0 1Y1"1 1a0U10u&070E1 l1*1130Ui0L0}3X03y0aQ0W0_0ے0w00q00<0?0||0W00A0m0111D10Y0㢏0t0<1P@101 !/I/Ö/E/+/,/9/c// +o/K/aG/ +/x^//r~/'00"=0 Y>0070P5l03 j0Jñ0000G00.$U0E60)(0?/,/f/^/./V/'u/*/&/ +//2/4/c////rg0Ҭ/0 SE0$J095004}/0̐/~0B0>0.O0¢0(Q0kr0C0e{000(000_30|u0X0u@G00/0000س00 0Nv1 01 0k0J0Y0t0u 1dN00dT0R^I0m0K#0f0z0A0X0C>0EN0_30>80WQ0|W00s6000v0E0M0>00Ӎ0e00000g000B17"1N 14!1J'1g1%D1c 15101G1-1CQM1_01{t1[C1v11:1115%18111pj1&1X1y1Y)1T181&"11*(1?c1&~;1;O1W+w1q1R1l1"717D112 1M81gE1HH1aI1191ͺ11X1*W111111}171H11q1W1l21=1u2<2 2 21Q1ޔd1Y1^1B2 !2c2l2u232H-20d2Dݮ2_ 2xW>2[\2t=2-jr2Ab2*&2=A2W}2o2Sr2kq11]V1t1L2C2j22C_1ǧ111߸62 2P1 2 2&29Y2#?g26U2O?W2f@2J{2a,222 2_2-)2Fn2\2At2W11.S11)̘1Du1\71>1V1Д1%111 V191P14A1Jؘ1w@11p܇1 11<11Y1j]1}1c#1<1q 151R-11 +v}1Д1;1 1/91D?1)C1>+11L0v)1 1$n18~1/61251]$1x,1Vs +1p^1)1l11E1O1i)1H1a11l1}1 +1g1=11ԨT12G121R11r1?M1oA2JX11s*2!2)2EP2%g2=(2R 28br2Mc2Y2! 2 a2n232Hl2.2B11s1l1P1ڒ1@p1x1f1,1¹111͉111q02_2,2Wy2h2)02=[2$ 27V2J2/_1x2 +j221j2 2,e6666&N66(Q6@6\6B6^6n6*z66+6C\6_ 6E'6a&6|66~ڛ66A6 6^6£M6066S6Y166-6F6cv6F6bV6ZI6,#6~c6*$6E)6`6C;6_$6Ĵ6i6_666-6O6566y6`"6bl66r66d6G$6)\66'6B76])|6@j6[Y<6]6%6 O6#+6>^6X6;-?6V76}*q6=6z`966Q6~66es6w{6}`6sN6S6M6R6 E6o:6766677#7ҍ7"6%6r6ż6("77!ZP7&77867O\77)7Nj97i7f7h,\775A7LT74u7J7fv77d876ڕ66ؽc6J7 m7q7 t766V6dR6,7 ֪777727HR707FW7b>7~7_7{7.go7D7,#7B 7\7x7Y,7uX7 +77&77D7Ф7*7Ћ70;7777ْ7t7q7+7U87ns8E88$,8pJ8$7K8i7릔8g88%lM8S8%7i7P77>777Y717\077t707ɤ7>77_.78޾7f8f8ϙ8%88%^78\788i8$88#ޯ888N888N8f!8 +8g+889w$8Oh898OF8h;848h8 c88QO8j88M888i88=88R8808(8898O89O<8O!E8hE88g$8S88x8Nf 87z8M8f818e88H868_8}88ɳH8X8888G8.88Z68b8G7UA777 7547By79v79777777o77 7͟78!78<88#X8H8"GI7X08>87Q7<8Z8!&8_87$7{7b7_777/7Ɲ^7b7r 7z77757k73777;78 8S8 E87~7U7-67i8 n888868L85z8K1`8dcx8&8b8}d83,8I/82%&8G2g8a7|8{A8^88y;88838W88 f8?8ďS888P8$88l8_8E808Ew8.n8BI8\$8v8Yh8r8,>8@d8)8=~8V8pV8S8l88t8d8888 8D888888 8M8NR6 66!)@6668Zj6SC565i6Ob56h61X6٫662|6Kc6/6Hf6p66mN)6-6_o6o66yx6h66e6cQ6L 6g66Y665F6%6+6D6'G6@5@6 H5u6 +;6$j6;NZ6QC666_66Zҟ6y66,C6<'66U6sL6P6n6#"6;6566!6 66G7 '7#7476ș6No6Ft6ߡ7N7360R7o7)7>7&ӯ7;67V˙7qB7SI7mW7$7857!$75:7O7i7Kz7e{W66ںg6`6P667 p67 66В66ϟ6R76Ӟ7772%%77-C7G7`ʽ7C.7[n717*<7 +7&H7?F7W +7:,7Rg5H$6JV56B662N$6A6-5"5g 5r5*66("=6 6#16Jݕ6g6E6ai766w6sj6[6@[6Z6:F6TR6y6 +6q"655J"5Ċ35Ǭ6m6"6655555q6@5v*6 W64q_6Mw6/:6GD6j>66c;6B6(6A]6"{696[<`6y{6S 6p6v%6Ɗ6696Ժ7 6C6?6,66l6D63$626CK6!7 }7":7 ~776D7LN727G77_777,%7BZ7(?7 +8SA88%838"UD898OV85,g8J8qK8;8l888y8D 8D{8gUU88b X8|}8s8f +8]87fcK7<7`7{N7)97:7P77Z57u7T/7nn77"]77W7]7ʳ7k7C7t777}7 7 777X7Q\7P7<>7N7gs"7G{7`L777|-`7V7BM7YP7;7R7td77l7/777}77.757n7l7}787j +7O7#72^77d7}8 ^8X;8 ǔ8"S80J8EB8,kY8@}8e8]8W8T?8'8;]8#<86.8\8un8Vz8o8PL88{c8R8Qq8ip8K8b38j8>8}{827+8 :7)8 U881 8U8+7887+87J8O&8&v8M>8!8Eu,8\8?W8U8u888nX8e8:G&8Ol8388I' 8g988`u8yS,,t,,h,,[z,d,,,q3,J,F,,ʙ,,j,`,u,,Y,,Ȇ,\, ,-,a,ԫ,,$,z,zj,p(U,$,,,׉,+,S,s,$k,,',,=,/,{)r,{A ,p\[,^,{T,{,p9,p/,e:,e,[~,pH,e_,e',[,[i,Q,,Q`,H, {,z7,z,p&,p+v,eB,e$,[,p%,e,e,[x],[z,Q,Q',H,[,QA,Q,H$,H2,>,>,6 ,H,>,>7,5,5=,-h,-\I,%,[y^,Q,Q,H,H\,>t,>,5B,H,>?,>,5,5,-H,-G,$T,5,-R,-LF,$,%,&,1,I,$,,X,:},@, B, i,,N,{],{p,p,pt,eT,e,[,p,f,f:\,[U,[J,Q,Q,HXO,[7,Qo,Qʇ,H0,H#,>,>,5K,HBx,>,? +R,6,5,-W,-c,%,\Y,R,R;h,HO,Hr,? ,?;9,67,H,?ZU,?~/,6rN,6R,-r,-,%P,6!?,-s&,-U,%$,%,z,w,Mf,%8,",6,k,Z, , ,%,5r,-I,-OB,$`,$d,v,V,5,$b,,,;,7h, , [,,6, , F,e,+G+T+O.,d+x+u+?>+D+<+哑+ot,C, g, B,,+w+$+A,++<+Wu+J+>+坨+l+>$+P+參+eS+h@++Ϳ+œ:+f+;>++–+—++!+,6w,-5,-w,%0,%E,L,7,,% ,$l,,cp,t,, ,$,,?,%, .,(,ZG,;+b,, }, ++(p++d+\,U', , ߫,,͝++̈+F,+++q+K+A+ї+ٸ+!+6+++(l+Π+p1+f++GJ+$++9+++j++(+p++5j+̫+m+ā+ژ+}++$+'++`+f++++9+:+z+++2+Ʃ+X+L+ +j++n+j+Ü]++Z+҃++/+D+0++.+Μ+++CZ++ +z++L+ro++G+ƨ+y#++[++waM+x-+j+i4+\C+^ ++]+ي+ٟp+G++<+z+++±+§+%++++\4+>W+ o+A++{+Nq++\x+Bo+ U+*+m+K+*+¤+i+ +e+y+-6+Z+%+G++++ч++ +++0+#++T+v++t++++5+tN+tT+fR+f+X+x+ů++O+'++z+v*+"H+G!++uR+u+g_+gDs+Z +v+h+h++8++ڋ+α~++Î++)+p++ƹ+x+B++]<+Y+L+]J+8;+`Z+++++h+_+:k+E6+dk+)+L+^+f+.+P++6+,+t6+t]+5+,E+e++(+vQ+0++M+++++tE+G++FP+u+tH+f+fW+Xw+J++*+2+~++9+s++++t,[+t +i+e+e,+WH+sV+em&+ey/+WR+Wʥ+J4+J+>Y+W+J+J+>˲+>ʴ+3d+3\+(+tV%+e+e*+X"+X'+K+K+>u+XH+K;+K_+? +>+3iM+3y+(+>҆+3[7+3_C+(+(+++-+(++~+.+[+ b+ J+/V++4++++++t+|,++}+s5+s+ef+e+X Z+t' +e+e+XP+X+K݊+K`+?+X*+Ky+KS:+?`+?+4f+4/+)+s+ezL+en+W+W+K3+K+?+W+Kw+J+>+>&+3%+3+),+?9+4+3m+)U%+)+Z+h+w+)*+X9++++:+ d+ /+á+@+4;+4+*G+*l+!+ +=+)+ Q+ ++^+++ +0++{++Q++E *?+++0***龈*oQ*EF+w+dZ+n+`+*x**J+~**?c*9*:*F.*f*ٸ**Es*9*ƹ**ӿ*k*_*ڴ*8!*o*ǃ*Ƚ*0*ӧ*+>}+3l+3p+(>+(++Q++(+!++ay++ + >+Ҍ++ T + d+@+3** *ٴ+**X**;*"-*x<*h>+E'+ c+ ~I+w+* *(*+Q**m*G*&3*߳"*-*‚***A5**ձ5*˘***^*,*d*?*̔*g**T*******%*R*)y*@s*gD*a*S*M*B**a*G*f*K**Q**$**R*Y*\**XY*G*Ԅ*{*D*Q*х*M**f**ܙ***k** ***T*G**3**Zh*<*:*P***=*a*U*,<**7q:][-j̴21V"QbRh`if)U5m8nLkZȴ]QմN - WpL}IH ' * +ô +ʹ +2]ycִ^ORFB޴ "˴K+=8+   + + + $ش +ܴ + + +q +Q 0 v +ڠ e r< tδ 8 65- . +ȴ + +" +B  u + Ǵ y wa 9{ ; s 5c 7ش Ĵaef5d[4 x< ; :MNzi 9iôjy s! Ϧgm#pQr(!\su9#"Ѵʢ˽r  + 7 +[ +  l: +ʨ Ӵ : bȴ g 0x ,_ ˴ o 4 2 E Bf \Ka;c^c ~ _X ) & :\ zUشV[޴_Ơȏpnz!İlj˴jnphWƴkͷvruִ&PȴtrŴ#f%&΂gwa%ٴvTt;wΧ۴WH"<K0suʹpq qrs´͵MhX!Ћ3ZAXJVK)XLXK#**` +f ִ _ϴJSfhVj.PElmݴ'fߴix7c__&qsg ttcyK|q?uQťܴlܴkδ!o}sW M;G B޴3a8ѴJ;ٴ@L?δڴԴns7X3!0/;(y-Դ+޿2K6[X[&hشmLeO .겴/^z귴K^_")utVX#*WŴM.4۴  xI*RP|BD"TEHS&1$Kڴ- +޴y´]K2s5(ѴὴݴW1`=N?Z9O;fFI|BʃLǴNδ״-2.T+.rٴ˴8=nA[D'&!%Ǵ`mʹ:۴R39哴˴?ݴ:״vӴ(x+eu4Gl4K`J?iCup0 V D V8j ݴ # ]۴ Z 7 ǴRF ˴ +Kgeϴ`^ 5c<QojlUstri, ĵƚǴNɴ +G6Q]` }Zem\)zw +?Vd~HgKϴA}? CK; 6qдSuUIG(yPEDN$&>δ)  + + +X +9拴N S䟴AAб"dJ"EkpވۥŴ?M>)ͼf@?޴'S\SɄYRQشʹG6ٴ7 +qm83< 1Ĵ,4Ǵ&s `Ĵ +햴iߴQٸ'ôՋZǴ73ū|墴F$t϶†`{\ٴ*&jh/,q>I;FpiCA.R,$;9>3QP"ҴNL 5G4S6f5Դ@!TXFVXvX'ִ]20WX´TV9ʹ+X4U 8 9 y` 9] 9Դ z y д Ŵ 2?@pwPSQVRYR۴Ȑǜ4a5u0ʴ3 Jϴ1aO1^)QPm{ +56-Ǵ'%T,hW(UҴ6S=k쑴 / 0Ӵ l˴ 2 3 pv nڴ j ̴ Mд1"嘴 ' ) ck ,s .| h fP δ `c A մ!"!/ Ĵ!j! +!7_!3P!V![X!xٴ i۴  ܻ ! -! +!!dѴ!gF![!9!_!a!!}!c!!!̴!!!K!Ǵ!b!Ь!䢴Wft 4 5 tڴ. 6 8H w u Q  虴 sd l  䳴 !!r!D 榴!ȴ!!Hh!F!lD!n!ʴ x  M ꫴ!6!!!Lv !#!$W!OX!Mش!s!u +!I!J&!p!r3!ܴ!M!)!!̈!%!Ӵ!!L! !!ô!!Cg!h!j!|!)!!!]!F!^!E!!?!ʹ!u!!g!!ؖ!쟴!!!" !!U""}"J""#".ɴ!ʋ!x!G!!" " P"!´"P"˴" "ݴ","."? +""&")"7"3H"A"Ek"PO";g"HӴ"L"Wk"Sд"`}"e/"o++{++C++`+++!++++{F+}kW+p+nv+b++u+sY+gO+k +aW+]_+TLD+dn+Z+Ws+Mj0+P+H Q+DrL++EoX+D}+:+:Y+E+I+;+?+0w+0Ƹ+'+'+2\+5+)+-T++R+&;+"F+k+"+ r+m+S+m+_+zY+ f++F+ `+ +Wr+++)f+!l+%l+N++[+3+ + ++}~+X+ 2+ +D+:+8D+/Hx+0+'+&kU+f+.7+%0!+$*s+ː++1+7+ m+ +**H+ϴ++!+ + !++J*+ +#++**X*R**+uy**",*L*)*\***mT**ݶ**ڊx*"*R*ۘ+ +++>+++m*c*Á*y*@]**@*D* **T,++,*8*?+`+ @++*7**df*^*+*i***S*ڇQ*׋*ި"*A1***ѱ*"N*Ƀ]*H***/`*BZ*߀**% *0*q*~*݇**4**ǔ*C*֒P**x*g+N8+V+D+L!+aL+o+W+eN+;+Cyw+2 +:܊+N +[P+E97+R[H+C+a+v+++<'+q}++lA+R+b+vT+++&:++++&+2+#++b=+<-+I&+5E+A++$kE+%+"+. x+: ++':7+2ҩ+Y}+l+Po+cK++B+yO+c+Hj+ZyJ+@+R +o+c+fk+~++U+Y+@r+3,x+++Xg++G++i+L+Ϲ&+,p,',},!,>z,X@,7h,O, oW,T,:N,/.,0^,G\,(,?eo+;;+++k++ +c++-S+>+5++XM+E + +ÑM+I,r+,f,! ,7&,Mj,.+[,+X+,0,&m, 1Q,a++Ą+ n++ +++ ++%d +]+ rT++%+^++ S++9+I+2t+B.y+]h+t+TY+hr+++:+$+1b+J}R+];+@<+QB*i+I*{* + `++B+ *`*C *V/*$U*.+[K**qY++(M+A+e+62+Ff+,]+;)+ ++A+"+"+125+^-+&++H+$+W+A+ c++T+sSt++f=++Ӄ++++ ,+뺸+Ƃ+ ,Tq,94+<3,+; +A+5+g+#,8?+d,+Z>+qD+N&+c+'++}C++B_G+V+6+J+n+fh+`8+{p+w+++\+i+ +++}+@+j++%+o^+e+@+ *g**<`*sW*i*a*֏*W<*&**:*>(*%I*e*=f*%**j*H*u*P*ڂ**_*™*\**i**O***˒J*[*¯*&+*>*|*bw*O*z*o*ؒ*^*:**s**[****H****P*H*7*H *4}*:***|*A* *r**n**U****Vo***=**+w*žs*P* *{* ***.**g*t***|*x*E*}*Q**y***ř*C*vX*:***w*****f3** +**w***7*2*n8**U**Y**-**a***Z***y*gq*V**l*sg*L*J**A* +4*t*C**a*3*3*M*p***'*.*|*sk**u*(*L*1**Z*| l**G*~'*t*xR*nze*j*`(*(*w"*r4*hE*m/*dت*_*VJ\*d*Z*V *L*Q?*Gt*Cb*9$**SB*[*F*,a*]**z*t*y-*r&*j*b*j*di*[^*T**|Z*oB&*k*zG*y*hX*g<*^¼*Z8*N*I*W 1*UE*FN*Dx*\*Sn*MXY*D֎*L*D*<*5 *>Ā*6/*0y*'`*.>*'* c**>*9 */**"*66!*4-*&Ռ*$* ***0*=*0* +{*c*;*1*B~*f}*$*k=*k*ަX*f*¶**I/**'w***j2+ʲ*ww*N+8++S+ **w*Ψ*S*h+ r*{+* **H**/**^*(*QH**F**q*B*j**L*B *'*Z*ܮD*Y*C***=*d*"*b**y]*.+++=+!+1n+R+k6+E+]% +<+&r+ +~^+9+O+,+A+e+`+xh+f+|+o+%H+i+h%++Y+vT+;]++|+ s+B-+t*J1++!c+4+Z+(***rM*w+ ܎+Q++x+K#+f>+=+V++Ϡ+t"++0+HY+$]+:>+c7+ˋ+T)+q*{*~*h*kT*H*0*qC*zTY*U*XD*D*F~*] *f.*Kl*S(***}'*ړ*$Q*h*,**qޟ**]l*lvu* ****3*5*$]^*&K*:@r*AH***0**4*@* _** * Չ*j*K[*X*9*F:*j+K*˄*VP*jO*)*5&*!*%z*D7*Ws*3>*EhV*ض*B* **(+c*Ax**G*G*I*iR*Ό*肰*K*r+X+-st+ +!X+Ek+aM+7y+Q+@+oJ*%+ +v+*Q+B++4R*!*F*g*X*'.*Ƶ*f*c*nqE**ZC*t**)***<+%**+B+'S +O3+^**Н**g*+7*'+GδLN\napbms {=}GRMŴWZ"_V`ro:Ziꙴcc.fS@gZTɴp oȴY%bm}CִT{n:Cܐ  8o Le oٴ#'g]INc7Ht&ڷ'f."sw$O kT\'1qhӡ= T >  +[ S _ʴ X v+ C 1 z 2ٴ / em `մ "  T .y.Uȴ  :s% Ҵ a Kɴ C u Ĵ Q - ZE g ȴ ا P Ԑ B! +!!6. P F ߾ i! f ô !$!!=K!D!c! !+!6!Ou!C+!X!fӴ!vY![u!p:!{!n!:!g!!+  3! L  z!@!̴!"d!2z!E'!SҴ!;J!>!] !_k 8 !! G !<!4'![!Q!"!*!@!*!gԴ!p!U!T!w!x!!!!!!!!*!_!!t+!k)!|!f!^!Ec!vu!dA!S!!!n!)!}H!!\W-ϴS`Ǵ7m#4sǴs+.)K[" %61*UaMTroz ߔcf;mBS DM " kS =شZyZӴeAҼFM˴g%Oɴ ܴGش!Ӵ,t- m`J*K=)ŴS4Jw Bܴ6 e 5? Z'Ab&ً +s,W>^GKY$gԴ0oqʹUHS;0̴@ ޴F"9v#ׁ'}ǴM@Ѵ  c4  (ٴ: R ۴ e ! i | 4g Ĵ \|ϴ?|qݴHu- ´t>L δ!*+ !EE!"% \ k !d!AK!U!g! !!G]!Ӵ F$ } 2bôߴjc jL 5 2  YO:ƴe4[٪[ĴLشU*Ep1EM5)К벴9?ŴDڴ9Dkϴ>Y"*Cڴ[ٴ Ezl/nyUr#BeYhY^ɴ!*ƴ!J״!Q!n#!iF!!!S!sg!!=!x!!۴!-!Դ!ߴ!!t!!!!´!ݴ!B!!w!!!숴!!۴!u!&!!q!J!懴!D!3!!*!"~! " Ѵ""b!]!""v"x"L"" "B" ϴ"'"0d")"0":\"Cs!!Д!!!P!!!虴!谴!0!w"m" +:!=!" P"!ό!*!!1!!D!?!X!?!" " !u!鬴" ϴ""""'","W" "/R"5g"8ʴ">"J0"P"F&"K"X"_#"""#Ѵ"9*";A""e"l";."8ݴ"O@"QK"e"hԴ"RX"Q'"j%"j" #"r"~"'""ʴ"-,"1">s"+ɴ"7"<Ѵ"H"Dy"M"R|"]"8j"B˴"I +"Q9"KĴ"R5"Z"e"WĴ"b"h"sS"m%"v"}J""M "W6"[g"g"c"m˴"r"}:"k"v"z"" ""<""xҴ"Y"""m"&""_"""""ɴ"" +"˺"[x"eȴ"o"w"m"sմ"~ô"Ŵ""b""a""""""y"} "D""ܴ"i""Z"~"A"y"L""P""״"+""G"\""D"Ǩ"""ϕ"Q""̴"ߦ"翴"δ"":"-"Y"s""ڴ""溴""״""ﳴ"n""!!!ʴ!^!oY!M +!ִ!wS!!;!F!!9!%!܋!M!  ਴!Pa!e - E [ մ!}!PC!r!h! ô!KĴ! ""%"2%"*!!꿴"" f"M"GN"h"b ";Ǵ"+f"WZ"Jz!!E!ʹ!9!~x!BѴ!+!v="]!"6u"Ҵ!՞!!!ܴݼ^9 &ėʴ%FuR i g MըB,hQRB_O#,ش:bhD۴  !6 w $I@ mb|!j!"q&"[3"L!۴"Ax""̴"x"""^"?"zQ"],"%""{"࿴"ʺ"Q"";"ô"#r" "Ǵ"撴"=""9"E" "޴" "y"ٴ""X"?"""""G"ɴ!O!!e!!>Ӵ Ӵ!t!"!"9v" !!Z!Ԙ! ]q &ʹ'WAhx  vu!7 ´; =״"XQ"."u"O!#!$"!!6""mW"Դ""C""b,"1!n̴! +!!J k | P|!d!D!j!д!" !`R )+p;+S,+$+++t++u+'++"=+v'+v+g=+gC+Yn+uVf+fb+f+X=+X+K+KO+?W+Y8 +K+LD+? +?+3ԥ+4+(+w+h+h++ZW0+Y+L+L+@TR+Z2+MY+M+A+@+4f+5+)o+@+49+4x+)Y+)'l++!+<+)?++V++\+ GF+ b++?.p+3+3+(N+(+\+ +i+(۵+>+W++n+ $g+ #0+1+o+ 8q+ +++q*C*D*+*P*j*X-*g*҅*qH*ѧ+$+ (R+ 44+ӂ+4*D***+* +*E*/**܋7*U*%*n****7*cU*H**v9*o*P**d*C*!*B +A+5v+5+*+**++K++*7+ 6+ +q+6+ + $+l,++ + ++O*(*E*r+=*qt**{****^}++ n ++ ++**a*1B+5*ٛ*gf***b*ܧ*τU***0*P*Oy*àq*Â*]*ac*s**t*h*o**O8***+)*o*ϧ**Ĥ*PM**|=*e*̓**}**1*S**M *.***o}*4**'*}*}s*O*H**y*1****ڃ*z***/|*v*xz*m*l *ak*QU*ޱ*=;*ң*.*ȹ*a*Q*!1*}>**+P*Ԣ*q*R*L*@3* +*=*#*7**g*d+*#***Z<*[b*P[*<*z**S**/*}F**?*n**j~****.8*8*Gf*`*0D*+r*\*rZ****N;*d*z*n*** *|M*r*t*]*k***e*b*Y**m*9*$>*d**8A*|T**;f**8**{*x*n~*p_*u**s&*h*k*a?N*^g*S'**:***w*z-*p)*m*c}*u1*kn*h*^ *`*V*T w*I*f*[*Y*N*Q= *F(*DW*9F*L*Al*?#*4*7s*,r**F*B*ɐ*K*f*Q[*HV* +*Q*?*b**R*~^*3*u*s*iF*Sz*zi*x-*n%*pp*f*dEm*Y*k*a*_N*U7*Ws*M*J*@e *|f*q*oԽ*e*g*]*[*P.*c0*Yts*Wx0*L*N*Df**Bc*8*S`*H*Fw_*<"Z*><*3*1*'V*:4*/j*-*#*%K**#**\*Q*OK*D[*G4Z**6*+:*-*#p*!|*v*2\6*'*%E**l**x**}*xd* *{*)/))H*)8***** * *S**-D*)/*)\)U))5*)=))) +)͑)ʣ)h)")B)8)w)~);))4*m**p**Ϻ*Ç*í*^*b*0*5**s* **B*Z*!C**z*ȅ*<*M*z*^**[[*2**'**X***C5*B*8*0***_b***u*8***)**N**ں*J*{*z +*n1*z"*y*x*l*m*aX*`1`*T*i*95****i*^*s-*U*~(*|*p*r%*f"*eg*ZH*u>*jD*h*]*_a*U*SB*I*\=*Q&*P5*Eu*G2d*<*:5*0*oi*c*b *W0*Y *N*M*B4*V7*K*J1*?H*@*6,*4**z*C*9N6*7f*-u*/*%*#r*i*+*!* ~*M*(** <*+*uH*^*P|*3*z*x*wvc*jm**wL*vu*iJ *i5*]h3*\*P*k0*_&*^7*Rg*S1*H*G*<*Q*F*E?*:*;*0*/۸*%*h^*\+N*[n*O*P-*D*Da*8*O"b*Cz*C*7*8#%*-H*,d*"1*9*.*.*#n*$7****"*#* *n*#*`*O)%*=p*3_`*2*'*)\*!i*ٸ*%*&**8*** *{)*h* * +**)e)A)*kU)")&)%))͉))*ݏ*~*)))Q))ӝ))!)0))dl)U-)#))j$)))ȭ")8h))7)|),)#)Y)X))z-)`S))ZN*J*@q*>n*4J*6)*,**.* 7*2{h*(f*&*r*{**.* *"*"/*f* *i*2*K)"z* %*d*L&){7)B:)߄))*1/** h*:*))):u*H:)e)m)e) )ճF)~)<{))j))j)ɦ>))v)\)Gu))6)))])p))) )5))ӀE)±)E)i2)ce))^)5)C)d)))4)t)_`)5)$)))sL3)b)E))m?)p))Y7)VS)BqD)>j)))w))3$))gZ))|)zj`)cX)e')O)M%):J)j)Tr_)R"n)>)@#)-)+))<)) )(A'))Fn) +>)()&)eU)hQ)s)J)0)2))))W))=))o)ƚ)9)W)5)J)E)x 4)ua)_F))sÂ)qط)[j)]s{)H")GN )4o)&)P)KH)N)Z)p)n()X))m)k/)V)W)C)BQ)0)Z:)E)D)2E +)3I>)"!=)!E)p)1c) 3)b))i)w)( )a=)L#)J`C)7)8)&)%o)N)5`)$6)#)I)<)) ()~m)M)#(((ܪb((}8((g("((( -(()r),H)D(r(v4((:S(N5(줧(Փ ((m({((Ϳ(([(%3(((?&(+:(U(4X(I%(E((=((i(iu(T%vȴ!=[=:;´6"2Ҵd%ô".*(>l-ŴȴRNδOPϴL> UbhKFInO?MN^ 6D 5V x 3 3 u w0 SٴX 9 96 {^ 8 8 ze zմ G j k z ! :!%!'!R7 ƴ!'!'!Td!R!z!{! y ޴ t δ!(!(!U !)R!)q!W!V˴!~˴!p!|!UO!|!~ +!۴!ִ!N!!!!!"!ގ!!!V"C´薴 0 .̴ q}㗴 - ) l n 9 t  ˴ !)!(!Wz ϴ!'޴!'a!V!W"! !! iD . Ѵ ꊴ!&I!$v!T 8!"! 1!RU!S!9!~!!U!!!Ҵ!!Z!!r!!ǰ!Ǘ!ʹ!p!k!´"+!W]!޴!!!f!!W!2!P!!Ǵ!㍴!H!9!"!!'!s"-"t"%"'":"")%"*۴">"<"Mh"O"_F!亴!#!Ҵ"y"W","-T"Bm"4".{"/f"E۴"DA"T"VP"h "@"Pߴ"Rִ"d"a"pP"r""fs"tٴ"vN""b"P""!Qi!vȴ!y!!t!!!o!!!!$!ש!1!"J!!덴!U"!"l""&"A""@"+")a"9c"<"Kִ!?!!w" ;" """0":"!r"#"5Ǵ"2K"D"G)"U"-"?i"BG"P+"M"Z"]"kR"Rj"a"dȴ"qG"n"zA"|""$""28"6("F"B"O +"Q"^"H"T"X"f"b"nĴ"q"|m"Z۴"h<"j"vo"sB"}"3""y´"F"Q"3"3""""h"u +"wѴ"R"""A" ""Q""Ĵ"O""q"r"l"""_"ִ"n""ˢ"""m"|"J""δ"ɴ"8"If"L{"Z"W"g`"i["v."\'"k"n/"z"x""^""s"o"j"#" "" """ +"=""""""|"""Ѵ"ش""ݴ"""6""""!"G"""""ô"ƣ"0"Ӹ"("ݴ"մ"." +"&"Դ"ߴ""8"n"P"P"""ʌ"g"ٴ"۴"Ϸ" "#""""j""""״""#ش"[""### E##"m""""""q#"#7## {# +!###1#ִ#˴####!###+##$>#%#-q#,-#3#4״#;{!P~!|!{Ŵ!!δ!Ƽ!A!!!~!Ĉ!+!浴"J""W!"/"ݴ"u""0x"1u"H""2"35"I"H"Z"["mܴ!"!"k""3"4X"KV"ܴ"4~"41"L2"L "^d"_4"q"J"\~"]`"p"o"}"""q6"Y"$"e"="޴"""F"X."Yk"j"il"xR"yҴ""l"{@"|}""q""""ߴ""""K"("";"ش"""" +""#"""R""S"""z"_"m""´">"ò"Ϡ"O"c"" "͞"ƴ"ּ""ㅴ"5"ڷ"啴"G"""h"˴#"LD"_"_"s"rn"Ǵ"""s""h"""`""" ""״"O"@""U""",""r"ʀ"Ɋ"ʹ"տ";"""}"""u""\"""#"̴" """"˗""")"="D"?"I"<""""##_# U""Җ"Ӣ" ""r"鹴""""""ʹ""д# r"3"h"#p###Ĵ#X#j##!#h##!#"#*9"h### # +P##{## #]##7#ٴ#$#%#,#W##*###+t#*#1ڴ#2{#8#+#3#3#9#9#?#?#E~"""D"ִ"Ϭ"ڬ""硴"T"ޠ""̴""Ѵ"""側""@"`"##o#A"9###Q####"k"y""%#մ#Y# # #ڴ## 6# #8####&d##^##$##b#+F#,'#3#%#-#.%#5C#4_#:#;#A״# ##"###&#'ô#/#!#)A#*W#1#0#7#8#?#.#5ô#6#=[#I#DG#E#Jj#I#O +#O#Tn#2#9O#:2#@n#?#E#FO#K#A*#F#G#L۴#LW#Q]#Q#V>#K#PV#P#U|#U #Y7#Y#]#U#Z#Zh#^!#]˴#aJ#a#d#>## i#(Y#'2#.#/#6#)k#0Z#1##7Դ#7?#=#>;#D#5#޴#?#D#D#I#J$#O=#E9#J#Jٴ#O#O}#T#TU#Xr#N#S#Sϴ#X#W´#[˴#\#_#XK#\8#\q#_#_Ӵ#c#c,#fT#MW#R%#R#V#V#Z#Z#^#W-#[O#[#_Z#_#b#b#eڴ#^{#b#bV#er#e9#h.#h[#j#e#h#h#k6#k#m1#mF#o-#_#bϴ#b#f$#e#hݴ#h#kY#fF#i"#i6#kn#kh#m#m#oq#kJ#m]#mx#oV#oG#q +#q #r#oe#q'#q0#r#r#s#t#u$*q*gf*d;*YU*]7*SV*O*ET*V*Lz*I*?*B,*7*4**fs*H*>f*; *1o*5*+*'X**-*#* RJ*c**_* (4*E**O))б)NB))>)s**)b)*).!)6)-)߂I);A))Ş"))x)ɥ) )>)X)|')#))Ž) ) );))p)G).) );)$)V:)))d9) ),)F))) ))+)u)G))nY)kP* ))5))c0)W)ێl)מ))).)Ю))0)W)R)S)ʺz)))7+)f)))p3)Q))))u)~~)wU)bm)%)/)~ )I)o))'))k)<)\)zh)~X)gml)cf)Nj)`)q=)k)WJ)\)J)D`)3I)Rqp)?w);p)*rh).))d@)9)#))p)s.))o)ct)Uu)j)YQ)P-)A|)J)>$)4l)))c)[)KJ>)CR)U)ShM)>*)=r)5K).)! ))*ϩ)))?)8)9),()%oL)&) )Ei))̹) )D)(((h(F(֖)1) \T)s(-)u)(`(((@(͇(Ǻ(۸(2(1(p)k)2))})*8 ))).;)˓)VL)z))\n))* *8*.* v*$]*48**%@ )))ӂ)K**)* )>))З)u)_))S)ؿ)A))m +)rR)~)L{){)1)l)ϑc) +t)T)M))F)c))N))`)C^))2-)VU*H*`0*7*M*|*B*hBB*(*(#*m*ߴ*****{j*|* *p**_*}S* z**B]*s*2*KT*# *:0p) .*)_b)>*[**V&**[*h +* *T-*s~*P****B2*_ C*2:*L* *EN*jwg*)T)Z)?,[)DN)cS2)pA)M)Y)+)0)G.))8)Dȣ)&g)1))"t)j))Q)8)[))Tf)h8)@L)R )[X)7)iM)) +8)R(v)&)) ɯ))Y((D(6( ())g(ݾ(휊).U)>0)),)SbO)lF)?)Vh)[))) )--)Bt)jP)0AV)e)ۘ)O))^ *.0)b*))0)h)3)*)E)`)i*"*:*~**io*Vr*v**CC*a*o;*~-)Y* *2 *NG*#*;)))q)) ))):)[1)xt)F)aq_)P))vW))ಽ*8)`)d*+*+X*G*))Ր)\)) +* )ߊ*)v)_8)\c)G )J)7o)4)#)D1)2"))/)û)!:)ž)zQ)P)&Շ)q)t/)) +4( ((I.)\((Q((!((L(=z)) ~) (NF((Q(U(WO(g(!(޹( (q(S(K(Z(ŝ(\(A((i(F( (N(ri($(((<(({r(hq((5(Ϧ((~+((((K(`((O((K(2(2i(n("(}((-(/(ca((%P(u(As(X(((z((P(gD(i(x˛(pK(x +(j;(`0O(og(`p(Wk(JQ(SF(J~(?(7@{(p#:(k/I(XK(T~(i(l:(Sr(Un(Ct(@H(1(.@d(?n'(A(-(/d(%(([|(U(((A(R( ((($(f(o(mT(Xh((vmi(r3(^,6(b(Qk(L_(=f(Z+(Hq(FE(5(9'(++(( m( (E(k(jq(UV0(V(C(B(1<(T(A(A(066(0(" (!4P((3l(%R(#_(+(($( iN(s(t( w(& ''N'oW'q'٪(B(7"(0b(%(-yD(&&(v(S( Q(T(( `(6J( Ui('\%(! +("(V(Q(x((E(~(/(d'ʉ'M( (S''('%' +'2'BN'.'''ށ[''Y'B'ǒ'g''N'ݝ'e'ʐ'Ɛ''و'a':'fE'''<+''V'+' +U(C((h(-%(T(Q( +(E(k(+(l(Z(((((|A)[(9P(Q))c) +2),((-(˾((F)>(/z(E(rz(|([f4(dȜ(((r(((F(O<(4(;W(["(k(FZ(T*(A((H(Yk(W(( (:(v(a(f7(}((|((}F)4Z)LX!)#)9)h\)G)S)q)t)')~).)? +R)Z=),c)Ed))()G)) )G;)^)Ԋ){'w)g)cD)م)$)))x^(RU)((h))4d)2M) )!(@(T( +(w()4())M|)ls)9)U3))n)v) +)'7)Aq)/).61)^)')I0F)h(#:()s(((3f(@b("(.(|R( 'dY'(W(~('((PA(e'(<(N(~_((e;(">(*(:Ϥ(!(((N&(g(:(P0+'6'IR'0['2.'('ۍ 'b''%'x';'2'ӗ''C( Q(A'=( q((0J(; (z(('㿏'('' (F('~( ($=((Y:((z(-($(եT( (f(j?((0(S()(T)G)W() |Y)5h})QH)#r)=+(((_()c)()*Y~)e)I(R(n(=(V(((tk(ο(*K(A +(,(-|-([({$(E?(av((u((() q((P(6 (1(m("P((qX(V(Ǟe"r"/""\"q""""n" ""Ņ"„"p"ч"ܣ"n"""Ԋ"Ӵ"X"߆"雴"؛"3"烴""´"q"Դ#>"ȟ"ٴ"֛" "H"%"""""""ܴ###x"C"_## +ƴ##5#@## D# #f# v#!#%Ŵ#(##/B"䘴""k""E"ȴ# # ### # #4### \##ٴ### # Ѵ#ʹ####%\#)G#!ش##i#+Ŵ#-##/#"Ѵ#)w#%O#*ش#.#3ʹ#,f#2#5v#:´#7{#;մ#?`#Cw#/ +#2[#7#:#4#5ش#<#=#?i#B#F_#H#C#D#J#JҴ"## +###ȴ##$##;# #'#&j#.R#/#6˴#"#*#,q#3#1#7#9ʹ#?#5X#;#=(#C#AQ#F#HB#L#)#1#2u#9E#8#>#?#Ef#:g#@#AŴ#G#F{#L#L״#Q#DP#I#J#O#NJ#R#S#W#P#U&#V#Y#X#\t#]y#`#=i#Bd#D#I#Fs#I#LԴ#O#K #O"#Q6#T#R{#U^#Ww#Z(#L#N#RT#T"#P #P#UG#U#WI#X#[#]P#Y#Z+#]#^ #VS#Y#Z#]մ#\3#^E#`c#bJ#_e#a#c#e|#c#e#g#h#`#a #c#d#a#aѴ#e.#e,#g9#g#j#j#hJ#h<#j#j޴# =# ### #-##q###"#-J#,#x#ܴ#)}#$Ǵ""#""p"f"x"ᢴ## 4#}#?""A# "y#5#4#=#<7#2 #-#9ȴ#6#Dh#Cf#J#IJ#@#=V#G#C#'# I#0#* +## +ִ# ##8_#2#?A#9v#*.#Ӵ#2 #)""۴"|"ƴ"|M"R"*"p"ߴ"6""ٿ"""ʹ"" !"CN" +!!6!ĺ!oʴ"aŴ"-"|="O!m!մ"P!ն"ʴ"鈴#"´""R"="Ѵ#e###"մ"ܹ""""m"""<!O"["&U"""ӭ""y"I""i#P<#N#U;#S#L޴#I#Q#O#Y#Xl#]#\#V#Sɴ#Z#X2#Er#@#K#F##9b#1#@#8m#P`#K#T#P޴#F#?&#K#E5#a-#`J#d#c#^v#\#b#_Ǵ#gϴ#fĴ#jL#i#e#c#h#f!#Y#UR#\#Yb#P#J#U #O#`y#]5#c#`#Y1#Tk#]#X#&##/]#$# Ѵ"Ӵ###6#,#=Ҵ#4# |#d#*#Ӵ"䎴"i""ܙ"""ٴ"m#""# "r""""#C#;#Iw#B9#2#&'#96#.´#N#G#S\#ME#?#6#E#=##ɴ#"E#""ۣ#h"됴#+5##3i#&״# ["###Hl#M#NG#S+#Rk#Vɴ#W]#[c#S#X!#X#\˴#\#_#`F#cg#Z#^/#^#bC#aP#d#e#g#bմ#eʹ#fl#i #hV#jp#k2#l#]+#`#a#dD#cѴ#f#gz#i#d#g#g#je#j,#lZ#l#n#i#k#l#m#m~#n#o#p#nW#o#p2#q#ql#r#r#t#f#h#iд#kd#jD#k#lִ#mϴ#l;#m#n#oӴ#nش#oܴ#p#q#li#m#n#n#m-#m#o #n#pZ#pɴ#r#rv#q#p#r#rk#pW#q#r#s#rr#s#s#tr#s#ts#t#u#u'#u#vB#v#s#s#tߴ#u#s#sд#u,#u#v#v:#w#w+#vC#v&#w6#w#j#l#m#n#nȴ#p`#p#r#o#p#p#ro#rR#s#sô#t#qݴ#s8#sl#t#tY#uJ#u#va#t´#u#u#v#v#wH#wy#x#r#sڴ#s#u#u#v#v#v#u#v%#v.#w#w +#wϴ#w޴#x#v#w#w#xc#xB#x˴#x#yh#xv#y#y#y#y#y#z#ze#v#v#w#w#w8#w#x +#xY#w#x]#x#y#x#y #y^#y#w޴#x#x#x#x #w#x#x#y=#yZ#yʹ#y#yd#yS#y#y#yA#y#y˴#z#y#z$#zc#z#zI#z#z#z#zϴ#z#{-#{X#zO#zh#z#zִ#zo#zf#z޴#zش#{"#{4#{x#{#{?#{:#{#{#l#k˴#n#mܴ#j~#h#lϴ#kG#pV#oɴ#q#qo#n#mJ#p_#o2#f#c#i[#fִ#`#\#c#_#k#i#m#k#f#c#i`#fI#sm#r#t#t6#q#p#st#r#uڴ#ue#v۴#vq#t#s#u޴#u#o#mȴ#qB#o#k#i#m#k\#rǴ#q]#t#r#o#mz#qP#o]#W#R#[#V#K#C#P#I{#_<#Z#b#^6#UD#Nʹ#Ye#S#:#/Ѵ#A?#7v#"#H#+# #Gx#>ȴ#L#D#4@#'#;#0u#e#a#hx#d#]K#W#`#[#k #g#m'#j`#c#_#gA#b#Qδ#J#Vp#O#Bl#8K#He#?e#Z#T#^L#Y#MǴ#E#Rܴ#K#w#w_#x#x0#v#v8#wƴ#w0#y1#x#yŴ#y#x#x #y:#xŴ#uQ#t4#ve#uh#rܴ#q2#t1#r#wV#v{#x/#ws#ui#t#v#uU#zL#z#z#z#yҴ#yp#zY#z#{)#{#{#{f#zҴ#z#{9#z#x#xI#y#y#ww#vr#xQ#wl#z)#y#z#z@#y#xN#y#y#o#lƴ#pٴ#n#iݴ#f.#l#i#r|#pl#s#r#nH#kv#p#m#a#]#e#`#WA#Q#[}#U#h'#cߴ#j#gO#_^#Z#bŴ#]ɴ#u6#s#vY#u#q#o#sO#qn#wQ#v/#x8#w6#t#r#u#td#m #i#n#lC#f#an#i#dٴ#p#nz#r#pF#k#h +#m#j,uH,ɾ,lN,sF,CW,(,0,,b,,Yw0,w|,,?,;,,T,Ю,u,ښ-R-)-8#-,G,,C,,7-=,- H},P,l,F,bT,,{,<,6,=,W:,4,M,v5$,D,jJ,z,D,_,),=g,R-d,,U,,,, ,,f,S,Y~-0-Jw-*Wq-BV-g-w-_-S3-#?-;Y--3Ў-Vr-u}-M-k-K--!-FN-Ư-|-w~-"-- +-J-}f-'-ɯ--x0--,U- ?-$-ER-au-<$-XSp- o--T-p-4y-N-,Z@-EwF-`-&-wv---5_-y--l-^-b<2--f-o-p-,+],Cä,#J,:*,_G,~,T1_,r_,,0{,,':,Ib,f,>,Z$d,a,,~,,|,ڃ,~,R,u,,y, +,s,Œ,,, +Ҋ,?,'q,,4,N,*<,CO+|, &+1, ,!AY,8s, ,-U,lX,R,_9,, L,,,:Y,S/,q,G?,dZ,, ,,+,N-d,8-~-$OD--..&u. r.-˽-5-©~-׿.or.f-..>V_.Y.6g.P.x..nF.G..i.G!.&.>x.d.Ha.Z.y!%.zX.4g..Y./ ./v..Ȅ..=./b.!./ +U/6lL/]//)/OC/lGt/H(k/cw/G/)>/վ/"n/@/[@/9?z/R..`.d.[. ..W...ъ.A.e`..1.N.Z/ #/9//ћ/1:/Jq/*z/B,././ H /#lM/:2/[w/1--Ԩ--ʮ$-h@. B&-f.X-v-n-!%-g-l---b.K.6%.C.-g.P4].m.F.b..%g. .S).=.X .3W.M@-]-#|-"-"-k-M-#-ؐ-~-h--|-+h-.=-(-)p..u-'. .*.Cf7."5#.9u-.f-O-s.t./..&|-.ۨ.E.:...Z.ߧ.H.v..j5.)...).@.5/,.ۮ.b/k^/*//"e.c.B.X.D7/g/5/|/{5._I. i.S3.r&n..,.B.б.He.e!.>U.YH."E.[.xw).t.c.%7..U.VU/ N. !/S. +..B.A. ..Ҕ. +oy+z+7+|0,-,#,,-+++kP+V+,K+M,#,;g,W;,0,J,v~,D,hr,a,&,>~V,,2,Z,zE,MT,k7++/t+++V+++c+Hn+K+L+XX+u.+ =++K,*,'@,,%x,@9,]:,4|,OX,~,+-, c!,(,B,,5zN,_,w,V,, ,,ɼ,琳, G,dy,^,v,2,,,- -!-'-~-9--TI-.h-H,H8-`,h- D-$-= -n-1,~,,n:,5,,`,?,C,_*,.,,P,oq,O ,F,@,m,',,τ[,U--'My--W,},l,,4-M-Sa,Uj- +X+0+I+o+_+@+H+ +++^ͧ+u+NB+m>++l+7N++*h,:+^+,g,)z, ui,++ޟQ+3+,,,J++׮+́m+++s[++/++xT+z+T,B,,`,5,Q!,,4,p,K,)u,B,R,5,`G,,w,P,pYB,?,ë2,k,̣,ժ-$,!,jR,Y,,?t,\,,e,&,5,,,(ؼ,<,޲,BX,_+,4,O{+,+F@,5,'1,A,y,3,,Z,oS), ,LQ,N,p,>],^K7, ,N@,m}r,>,j,,Sq-s-̓-f'_--2->-5-@6-X-xw-L-p-j,--^`-? -O-(s--o-4l. .v..-'/-S-N--Y. aG-8.Rs-?-\8-4J -N-|--mFM- -)o-B-w-56-^-c-P-ou-)-e---٩-,-̬(-Z@-g-&-M-f->-+-`(-Οw.4 {.M.*!.B~.ky.A].^?M.}0. .7a.cp.-!.Q.o.E.b$.@H.ڳ.?.^c.h.M.6. ..:1.$.n.;.=p.;>.ߘ..#.}.p.:u-.U +./y.H- t.7z-옎.g1.$.<..1*0.so..e1..g..g.x.Wu.v<.J.ge(..o.".Ժ-Qd-*J- +->-Cv-`GM-6R-Q}-~-,- +-*(-D-n-7--}-p--o-|-G7-e -a q--R%-q#---M-,"-`,ё,-=-*- +q- ,ߌ, ,j,7 --V,l- -D-`-6-Q-- +&-p#-w-* -CG-"#-5Y-`,--P-olr----.T .&<.1.-q-޸ +--<- .-y.~%.>c.Y9?.24.K5.x#f..h*..&.>.,.2.Z.y'e.L/ .iM)---Rl-{-[---(-?-+A-[----#-..'r.Rh.T.>.Z>A.2iL.KZ-Ym.- L..&[.>l.I.1 +bB, ;(  h ˴ +A?IʹRoT%*Jc[EݳѬzJcy/ʹ!+(<,] YO 9 ٴ: jYG ~M +WP ;(O)U98.T~eĴó +'RD}tĚ9|l<{RZ%P~nq60HE0 G6`[1Z (U!D[e-/5Txɲ4瀳J3Q ox"w߁YO:e\(P~ѵ.Luq?HQ;sѲ9ݳc訳/t?,e>HJ}8AT +  ! c +nИV۴  KrO8 $ +'NN}LL`ѴOk uFŴLɴ=Q#+ o   .g*&*#  +&9 p 0)ovB6ɜ SOGExjܷ| x$河DRسڳe.8BZ, ZyqBֳ#W&m[%9ҺWƳe\Yl6i!k׳񿶳9³HuDZn9'l}F% г峦6-𳯀253PN231r3;3A3E3J2cMz3G1=2j3:3)3]344FC4 ?%494z +4[T4iҘ4 +4;4,304e4Z4j4L-4bR1$2br52|g@3=+63ۈ3p3ˡ&:23Y1m23b23?M3 ^4Շ3c44>34p4064^~3m33#3@4 "4NV4]4?Ј4}4D 4t4ն5564~5n44M4Z4J4vv5465/5;)5[525RQ\5~t5kR5uO5V5*Ș5I5"B5?5k'M5'5_5v44|44@4·54UO4D@444p4544窔44EO5:55x5 M5,c5UV5y!5Jq5mS5 5#g58j5KE5?'5`55,5U*22w3Y2i2Kꔲm]Of0aњ2qȚa2Y3k3D3^344/3b4YD373"373}3ՆL43 4ҕ6jWKg0mZ1{ aT)8vS̳@FR׻/sr02^3R723)/33f3-3ӱ2#&3123iu3sF3=^3W4]44L]4t44̽444q40c544u5\ 53D55)("4t4G4 +-444z4]4d@<4 3$4#@134V4PH4%x4>k4o4h4)445Q545H4A4‡ 44u4W5 +4=5-_>D,شᠴr>״شB #6=4{شMߴ )t +I? jǴI + Z + '̴a2Jr;#̴d>Sm,F%>ڴ_p.2kh F[x fJtRD(ݴo7eXq#+fwVْ +G\N~NO(OQ˽ɳ+yIL%<#Iژ?p&2yc೾ ´ +G%Q4&n9 ! . Q+ + +А5׳/}%MJ"Cַ\ᖳ,Y圴.nմ.b=M^hm-ߴtִԴF1_[%U?>v^*~Iش/մO~O K m ke b´ʴߴ'%Tj~ٴ$kPôaӴ+ߴzv-xzEU+ 1mP B{ q +<bR]Cpݴ  k + LG +ߴ0) vf´޴ߕ<c:XoCw_ϴ Դ ]_?jB@f~{ n t# ++w۳ Ϛ 5 . z| +<U  +bWyFnuv:8,%Wɳi46ϳOⶳgˣ1dR2[ֲdR13Z23~&02Ӂ3OocϱQ><23"12UhQϸIUųc ų%΢ckӳ퓳{]K䳊߳G[+12Ws2G E_ +`_`g&rڲf0[ЈIJ c3g49o33h4+zd4YG4F4Eea33iW3[34r<423>J4v4@~46#4y1.44+4434߯4a)y4KJ4K434a4R443,}32(3g^3ͻ4 3*3@2J35I26}&3l333nGx3Kz47 E4fj4"4OO4#4HP4s444;f3EX4& 4k4(4S4ղĪދFf2&Oeg忧t>̳y/̴2*x7A0]&hn$ʇ賗vc%5@!T3[#InBӳֆճ?޿::/-=6X @pW߅˳mmvt?RG\㢳\񄳻XxG-_rZ0ئG2gӴ2@3;3^3 g#3rJl1C²gd23?r2FC3 35^4h3>34=W4o@4'4V3o3p3t34x4?3q?4(r 0#-1192$2C A&G7_>&sE0kG O3@3) +3 33sp34ʯ3\372"3=s2933'3R3o3/Y +///3//v&/o/9/ޓ/y[//o/I///|/!/x!/m/u/\00"L0 +}0/}E/V/ǓI/a0cA00Ra0d!/fF//\'/{'2//;//1/S/p&/J/fRH//V/s///ق//о/0 j/0/Z/// /0/Mm/P08+0P^010H0k0Q0cB0j0+s0A0$u0:P0Z0wxs0R0n.0T00 0*0[0װ|0,0$U0„00G000Ȣ0W0/0:03c0a0+i0J0d0B0[00$"0 (00:90Rq020J 0Y60 +50xv0G)00υ0L00n^Q00do0|0A0V00Cf/A/\-l/8ҩ/RA0Wo0~0I0sR0R/Q/˜/ҝ/;0 0 0'u0W/8g/>/#/׊00/20 +@05y0Mg0- e0C&0h0p0]0y0$0:#0q00 +0RW%0m0G[0a010z1;1 +1,&1}31&0 )00٬01-1 1 11BE1Z1;1R1t;1(1lJ1x141K"d1.H1CA1c11[1vYY0c0e03s0110ԙ0 1N01(1b +1!000ͪg0h11<1101b61}1X1r/111{1M1Ok1h51FR1^b;1C11y0181!1Ɯ1]J1n11?1Զj1m1)1i111Z1=1w11=q1Tv141J@1n 1V1cO1~r1,Z,1A]1$(1851X51r1N91gz31:1E11i131M101 11@11111-18&/|L/s./ &/'A/>//4.礇/.ڻ.9./:}/*/ >/!D/Y/v/M/i///!//Bs/] /7®/P/{'/k/mp/.Rv.".j9.ݜ#/T/up.{ /`..Ц.M.@.Ħ/g.߯./-zu/EJC/#/:/`?y/~/Sk/pgh/#//_K/u/%/Gk/b/;/Uv +/`/̃/f//翜09/۵/5/6///f//$//u0*0( 0 0]0=0V040F0K0w 0/00*0AF0!06Ҽ////A//b/6/8///r//!//?/5/`0G//V{/sg//4/d/u/I^/eH/=./W///t=A//7Y/d///0 ^/䖬0_/p&//J9/Y/ /wV/&//1`D/I?/&'/00&00RY00Z0v0N0i.00z00S0Í'0i0001 )02110H0x0#4050K00̇0/A0Cx0\+080Pz0y0x0k0R0.Y0E=0$ł0:00^0{B-0RB0mI0Q,0P0ҭ0 +0ȵ 0_00Y0p0600Ͽ00C001F15,1/RR1z1&1D1\e#1;~1Q81 p1^1֓1N111G>1(1=.1v@1$-1jH1u111?1d1_@1y1T1msC11]=1޴10P10\|11y13w11*Z0uX00-0_11!X11eh1I-J1aZb1>^1U1|Ar11o>j1 +141Jo1*1?1b41}1VW1p? 0\F0/0ZG0%to0FW0_0:[0S0 00X0S00}0F0%0;0|0\0n%o0DD0b(00Li0`p0`Y0} 0S*0n:-0-0V0I0Kr/]0 I/n0@a00/90,K0%4 /:`/}/Ȼ/F0 '0 00e0F0`0:0R0|0b0m 00/+0E0$N-090_ 0{M0Qf0l(0%0f0&0םi1N10N10)0^70V00X1d0{ 0 1!157"1R1+;b1K1cO1?1V11! +1;1~155)1J51*1?0YL0t}0и00S000֬00000020k0 11#0&1Y1!/:14 1'1*00F0090y11 8h1b1'5 5 +5~l55$6^L565v5x5L:555;5;&5x6ߚ63 66,6Ko6h@'6D.6_s,6j6%6 yO6 $6< 6W?65 \6NC5`u5 !5p5M5Ā5s%5۴5ؖ5O5\5yG5g55O55nQ6O6u*576G/6.a6F 6&6>D5_6 o5h66|265Y6Lh6.b6ZM66~6F6`6H 6AA66ta6w6kT`66P-66U6^666N46y77!7 #76M6C6Ȳ67(7e7 7K6a 6~6X6u66O6966N6lp6F`6aK6F6+6*6/626h06Z69b67 6y7.6m6z66f676|6y5l$5c5_M;5' 5'55sP5Jc5RU5v.5G[5hp(5555٫5׸5=5F56w6%6360,5Q55;e5'66fX5j6 Y5;#/5Z-5/ 5M555q<5|5$P5@>5[54p5a5ͦ5T65wU55H855=5R65D5 55I5H55v^55ָ5g6<6WRm64Qv6L6tL'6Y~6iSl66, 6D +6#\6:56^j6}[6T>6p>6-6đ666ϧW666 66F6a6e66ׁ6X6̿D6>6166'6IC6e 6@ +6Y6 t6x6\6;65I6NP6,w6Di6z66w66Ys6Š666k?66^H6}l6g66&675X7KӼ7/`7D7e.P7X7\ 7w7)7=ǡ7#77H7U#7o{7MgF7f777@7v737Ul7 97#N7 c67-)767M7/ 7D7y477ot)7{7w77U7;7f<7 7\΋7wf7́7JD77;7?7'7RO7}8 28ۤ86X8ů77778jp8f7cy8 r 8.P8B'8(;8<{8X8q8R %8jE>8":85j88.8J{8a"8C#8Y7I7777878T79 7H7Z77p77י78 8(88"78<8R8^858Jh8 _8 +88J8.g.8B08'b8;8G77867~7(w7<7!g7465k7 _6O7m7am7-'77%l7T47mV7Kt7dd7rw775767B؁7Y~7:b7Q<7t77jG!7E6F6 66?7 F7T-77ex6l6A66x7[`7|67 717G7)^7>'%7_7z7UH7o77"$75wB7:7,Ю7Kd7d;7BE7Y_7|i7ˀ7t]777O77 7+i777A@7472$77˯8&878 +28!#83:8/8,F;7877!88$8 R87-77&77n7777m7O7s7"7{#77@7]p7م67mB77 8888i\8Y77ݬ7 +7U78 7z85x5)5P55F5h(59x5Yh4H95 4䩄5>5-'5KU&5!t5=5!55~5?55Ӱ=55΅5m_5o5]u545&55B54҅4$4Ф4n5!505 +zD5#44lk44o45L4O5 .5O_5r5@A5`5r5s5.552\l5Q5%V5BZ5t5k5cec55 56 +5E66"˓69"6ʽ60*5O55ʃa596v6%O6Q6}6S#6p6GH6c6Y66Yn6`6<6W626J6s66g8o6AC5&5~(5k5056566 (M5S5^55156LG5Vy5h6(6@V664W6Yo6w:6MR6iI3646*76 +V6&6BK6[65I6NG4p4%>4v424^ +59*4[44p44V@4vS4#N4۸4z4e553˾5 Uo5&5S5v|5C5du5)545 ͬ54ȁ5Ty 5'K 5DV4@4q /4( 4V4ȁ4tV4PU4M4T4>׽3\+4&4ot44TF4445;4ƙ4]55485 5'&44J4zj4Ŋc5|504G5 5545~5d5ˈ55=15|5wO5eQ5ew5ȼ5~5ŸZ565Ǭ6U6)56 6+?6C*N6 66N5p655F676+6 V36 C5T5w5C5e H5z55*5l54,5S5%5Bּ5w55c55¨5[05W$5Ѕ66z56 +5555\56C5`=5]66˾6u66766s66"6,6$6R6굦6x6I77%7 778ج7OK7/7DK7ћ73S67 7&7;G772B6666g36gq66gk6V6z)6(6k6 6F6K66º6y7'676e77(ӈ7E76&626|6O577E6s7l7hf7"7\h7w!7`7HE77b7R7kQ7GU7_1787O7z{77777"7[7A7֩`7n77Vx7P7]7)777؜7=P7T`737I 7mV7E7a7|w7*7>7 )74HJ7U7oA7I7c27o 77,7w77 7077 +7\7~7H7737*76\56{g%6P6l66Ԉ6)686C6]666PF6|!636l66Ҏ6fD6WO646(767P6/61W6Y6f266"6N 6 6+6CC6J666]Z6{6O6lj606*6 +Zi6߉6B6\65Q6N#o666R6*6"6Ԁ6?6Ǧs6z6a36jg6d"6 6%%6677*77!7?>7V2c747Jv87 7S7Kg7ƒ7*ҟ7?o7!{747o@77cb7~7 77(&7K7VMg7pt7JC97cE77 \7~]7U6#76X67b47*n7U7 ,6A?6tE6 6J>7w76$7~7>7U73:7I7o`77ba7|7)u7>G7?72 7T7m_7HP7`F+ (r+!$+<++9k+U}++!+E*?+**/1++5E+C+'q8+u++c++E6+,F+++Q+q+A+^!+J++s`+0*Z*s*Q*x++*S+ c**v*d*,*p+$*μ"*+1+M+#s+<\+l=+Y+Y+{i+'(+-^+ k+(R+H3+g3i+7+Te+r++ȍ+5c,W,%q,B,+CX+ե++6+[ ,+zN,,,?*n,\.,0,KS,}, ,j,?,#,<(,A,.`M,Ycf,zjs,H,g++s+c++W++Z:+#s+X+'+u]s+'+4+z2++, ,!,,,9,U,+F,E|!+*,+@+,j,6o,b6,'*>****c&*ڴ*R*9*m*-*X$*z}*uJ**;*Q*?+B*b++(6+B++2*ӳy***m+ u+#+w+5*EQ*dz *4'k*P2**k*p*F*#*=*i*,ck*[C*} *G*f*0*u*0^**있+*.*P***Æ**C*3**=+aC+&f+N+nJ+`s+`+r++=L+Z+-G+HsD+})+L+gA++ȦZ+7+I+w,,_4+, +M+h^++2Y+*,_M++H+v+7a+7+'+T/+uzw+Bc+`+&x+ '*L+ +17+M-+!t+;S~+S+-s+%+G\++c+ί++m^+no+X.+{#t++'+V+,,,D ,,4,L,4,0F,',0,,dU, +, ,,ڎ,ˉ--(-V-O-A-^'-4 g-N,*-T,*q-!-'-?.--1#,v,,c,)Z,[,Hw,,,Qe,r + ,A|,_,uc,+,,/,خ,F,P),M-U-$ -Q-v&,,, ,đ,- ,D--6-~--md-6<-e-->-%-\[-|`-LZ-jn--pl--|-ܷ--P{-1.J.%.+.U-$-ڣH-'--i.UY-.2-=S-Yv-/>{-IX-y-Bs-g=(--"-:A;--,"-U2-ue-E6-c:-T-i-KL---T-;"-m---r}-R--Ԡe--*,2k,Mw,#b,= ,l,,Z,{t;,,-|, +2,~,H,gK,84_,T,\,D1,,Z,й ,>7,\,|F,[G,0,u1,],,i,a,+~,i+LY,7h,)O,C+, ,3 ++ԭ++Š+, ,$W, ,FW,a6G,C,N,n|x,,,,,=l,Z,-(,Hw/,|h@,,gfc,- +4-,--6m-Qj-(N-AЯ,;-'I,:,-x-2R-9R-$-q"w-i-^--ш-%--^ -MsB-l-=d-Y-~\-K-y3-}A,, +,,Ґ--n,xZ- ,,i,,h,̄-D@,̍,-.q-HZ- -8-ff-L6-T.-sz-y-)π-|-1-C>?-`_-3e-N]`*fG*E) *5*5X*R }*$*>Y)5*R)A)ɳ*p*-7**y**\*s^D*P*]05*7*sl*u *Y*d<*H5*h*67~*Sj*k**uU*Z))Ӯ,)> ))i*V)*۽)PK)^)B)T)Ѣ))nd)ү*%+ *?9**-O*^*/*I2*jFx*[*;)*6*6`*T>*%JC*@ >*ۙ **7*"+y+*d+X+*o**1*x*f+ *h++ED+eB+4xs+Q+E+4+r5+=+$d+>a++-~p+\ο++I +i*** _* ***u*i*v*@*_Q**i*Ix*t*A++*> +v+7 +T8+&r+Ar*t+K*˚F*z+;+/|8+ L*+a)s;)%)[A)~i))B )))E})e9)1)N^)%))o)p)*)ǖ)*p *-D** +))m):)^))* )j) )|)9))&9)W_){ F)BF)a) )b([)N).a)J))6R)))u)R)|)k)c)܃)li)})Tl)w)))X)T*JC*j*6*T+*N**w/**% *@r**-q*_~**I*ku**m.**Fy*+*Ǔ+(*;*D**|*}>**k*2*_'*3)6* }*6Fn*T@*$lJ*?V)$ )K)P)N*5l*,*~**w *P*_F*"*[}*±*;Q**IH;*j~*5u*S%*0**vq.*%+5+ͯ+Z++, 7+`e+e+ +~=++d+{++l+єD,,7,Qi,'^,SH,ta,A,`,,+z, 7,1g,L,",;R^+u6+:+_+N+++W9+%*+Kf+l+8+V+ҥ+)+x+=u+5++ɤ+d%,o,+],,$+C+ԩ+&+Y+%,c+3,,$,H,F,%,l,6,,A@,l,$,X_,yҿ,k,J,(,I,-S,j%--$-=:-`-.&Q,Z,,4,,- +غ-ʞ,-,E ,dZ,4V,P,|,_,p, +,$,>X,,-,[,},Hf,gΌ,s,E,oT,,-7,I,,S,!,l,z,,,5,{+'}+B>+VT+0s+b+H+ML$+n2{+ +>+ gk*)+Z+:A+X2+(+D!+2+(>+!+$m++G%+d++z+ya+c+ =++r+(+F*l+**0+Y+1;+ +xz+ !**^.*(*—*@+f*s++N_+o+:G+Y$X+B+3)+|+=t+)I&+D+)+2i+dj&+T+N֡+p5,,.t+A, ,6,Sg,&Y,@K+e +,++VP,,/q, ,,t8x,,^,,,,w,Qv,Jx,jf=,8,Uz,]A,CD,vD,nA++؎+L+Ġ+f,/w+Ֆ,B++g+k@+Á+ϖ+6++t,',BJ.,,07,`,,LW>,l,, +, +,-,9,VԞ,(қ,CI" %!c }(}+!G! b!! ?Y @ մߴGʴ5SߵzϬڒF{jF۴(&^!̴!]!Ѵ! ᴴ U!1´ b"d!"2!!n@ 3! !Dδq훴 e˴ጴ{e o%J I 3ȴ%:eez$n;淴JM맴 + \Ĵ  4״Ӵ:: W + }bڴ6VNH̴pDFߴQQXմ6 FAm%N3 A)JY`nϴִ"U"""t"B!خ!"!X""c""0"+!ꩴ"O"!y !_1 .8 R!!4!̹!s 6 != s"f""""o":ϴ""\""I""l"="{""ܴ!0!+"$!ߦ!LX ɴ!F!!"J" "k "4ߴ! +!gb!!ʴWB('k o:a.#t5!wǴfeoĉqϴop-ȥ)H :#Ĵ 9ڴ1@[m  [!> Դ "nHy.ȴJL[Eʴ zK>Ӵ6!Cp%Yѳh¼ +^@V|bR~ޢ/ٜAijǗfљ" +Or& [ "˴rDô -1 +zr !Zx z!0:9𥓳ν:˳ֳӇX޳ dlJ{D0bӳ P*³ !۳ݳH zFf2/H0F72{@92&Ҹ38~>3G33jgG4ֲ-a,2v3092K2s<>dzYy$vNG@l|g˳lչDVo"55-0ٱ&27Rg1Ό Ss`r;d.IJ薲r6=D ( [q )'4_ ˴/+  fݳiO6uܴ +h0MB)3δZݴ]~5jO̴!&+܀   Tʴ t״ +K=YvԴkѸ ʴ r 㜴B W]n8SoRӴcrij  +iOc=D[3{8"ֲżɳD̳>dzC&UʳdN_,AeMpٳ>3X),H~Ѵó隳ӫ+гͳsmJd۳iМi_<\ֳ1#$"# "ʴ"x"ô"("#"###C#t" "H#"t"$"X̴""x"!g"FK""""g"z"h"/""T۴#,#p#5 +#(A# "## +#"Y"#F"M# """""ᘴ"N!r!!k!] ѴB ܴ L>!l!"!O!,X ? =G !qS .!!L g3 2#I$#@##N#F#5#)/#=#1#S#Lw#X:#Q#C#9#Iʴ#@##R#$p#r""Z#"~#-##6f#)#w"F###\y#Vm#`=#Z#Os#G#T#M:#c#^#f#ba#Y#Ra#]7#W#=#2#D#:#%##.# 5#J#A#P]#H+#7+#*#>Ѵ#3"""޴"Ŵ"eQ"*""Q]"̴"Z""Ѵ""t""!Y!"!!%ʹ [!m "?C!"d"*9v༴⑴6ȴTqdJl +X״ƬJ uϴ2 +xBl -7 {" ~z , ?'? K. +Mh&k5f[u Ĵٴ.VGaSGô  Z ô "DqJd ɸqڴM.=H>.XY .0E.I.w(..fL.D.$.;.s..f.Ve +.t.Gh.c...!m.Ie.a..Q1.ޘ\.ז..$y.$. .τU..JG. ."[._.`.9M.SӚ., S.Du-W. t-l.5i..6.[.)=.r^..2.`Ր.h|....B.P.nr.A.]4a.&E.c.|X.=/Ҟ/.#/Ok//K/Gش/$./:;.n/Q.I+.Z/0/.; /S/"x/c//T"/pN/.0..=. .r%. .a.Ÿ..K/{/y.4//&/=y/Ҳ/0*..j.}.4/0////N02S0>/s0 +C0y00j00W*0!x0A0K0[>0w0M0,0gW?0,020R00@0,0@0)01 0o11030 000r0{0І00?0Xe/03Jz0JAS0s0SY0d0lt0'e0<0+w00E0T:0p0FI0` 00000R?0X0ϣ0Y0!F0 ^0|k0\000Ɲ0c/W6U/tJ/G/c/|/ // /9/R/,M//C*/oi/|/^E/|5;/ /w/C/Y/0ڋ/2///^y///e/O$/|g/ϣ/n/5;/&/(>/N3/j /?&+/Y//.s$/)/1/I/#/:3u/T/u/v>//m///Q/|/d>S/pi/Sg/oo/_/-+/1/0V0$_0^0(09t]0QF0, 0B1/s0{/00 0500):0k00[0wl0300900L[0f0>0Vլ00%0qM0/:/t/ʬ/,90 T +0F00y02//Կ/o/\/x0͸/%@/401g0G0$090a<0}0Q0k0GU0,0R0 0B 0[n05Z0K8-Y-zn{-H>-f! +-Ə-`-*--7,-SN-(--A-rͅ-k-^#-7-?-@-(-Ǣ-r.LM- +. -G-D--,-v-'-s_-ݽ--1k- }3-"!-Ld-j-;RZ-W\;-zn-,-_-+-EM--4--7-wu4---˽---b{-E;-Oi-n-- - -[w."F.:=I..+.TY.s*.D:.`;". +.-p.h.4.N.&`J.>?..[. ..b.ͼT..C.l z..Yi.xL..I.g.-z.,-r"-.%./ .. B. ----.1/.-(`.`.Hx.d.8-.R[.n.\.pA..).9.Ak.d.1<.\x.|Q.KW.h_,a,S,ŕ,]--%=-1-,J,o,f,,- +,ک,->0-Z--a-G-{-+-e---6#--'-R/-q-@-\,͡,5,iO,},h,#,,ѓ,xD,`),a/,po,,t,,)-l-zX,- -/w-I]- )-8E,+p,7,Ȍl,2-y-((-/-[-u1-ŗ--1-نv-.-a-{-|-6 -}--o-]+-,-.4.#/L.C..:.U..+C.C-. O#-۹h-..3.).$-g-7-S-sz--r.-^-s-Am-^\-0x-J-u--i>J-m-&y-x-~-.|.-. +IB-B--0-[--(-)`-.F/L.d.Ul//,HB/ }/J.ǻ.q.9./i/, .//C/^/4E/Ms/{>/&/i/"8/'A/=/yE//}/WE/t{o/G:/b.5.}^.e.G.U.....N.&K.i!. +. ..,C.!}/:/"/~/|/8/PQ/)/@.f#/ .E .//1z/]/#////|G///o/k////$///Pb/010 A/0 +<"0(0=f00/2/0! / /]100#K0V0>/l}/.I/Z/w///m //I/d/:+o/S////od`/s/q/۷v//?]/50 /]08/,//w/&/JW//0/ݒ .sl&. ._.>d._.x..l.MDm.je$. 55@5}5<5S5Ղ5755s5X5_}5f5K5L5l5e4Аl4#4Ax4+5[5.U5>5R4*4474D45y4f5$5L 5p +5;D5[r55555+yN5Ik557L5k{55Wc}5{ikN2Nj0313yd23:놲! |KN23$23h43.3׏'4*74X4c4=T3h3g3*63 A3m4#$3ˍ^4 +6VgV륳IW1ŘkUweٳ@}ͳ>bL*Gb2A#3VL-2jah3Ӎ335331,2[C=2*3A3b3 N3l^4>v44n4N44M444P(.4 h454dʥ44V\4>4fx5nf5(555D5e53:r5RN45 + 4D45#5?5:5.4\4H-44.;4|v4 4\O(43N4|A33 +4@$4r="4$4R%P4k24*4#4Q 5E+5-:4K5d 4. 4 +4]4}4_5P414C6:65b6 g6)6A6aw64155[5&%5$6=6'פ6j6i6[O6y$B6LzF6h}/6w=6[ +62 6I6?6Y62]6J+ 6v6c6fn65|55ž55_6{5[65&5]n55x5!5a5ē5H6%|6+6;ʙ6fP6h6UC6q6X6p66\6|66X66"6 6sh6[6ʏ6_6Y6r66.6 r6 u6EG6_66ܓ6Oj6R'6S566)k6Af662.6~(6,6l,666 66[6Z 6wRb6I66e66ģ6\6 O6 wL$md7#LIaԳhbᚳX6z²հ5ݲYn2{3+u12|XaCݱ2b\K)0@ Mٴ0Ƴݳǿ7ij-उ³⫳5e +.MpP &O|zs)P$$<#8+_j&3=>3#3Uk 3g4 C463r4823 P32q3d4&4:4ov4Q2#2VK2y3eCQ33$3-]r1B(LY23Hş2:0y3 i73C4!x3ǔ4DP4OS4a424a353e3p344D r34&ͳ޳鳦Hxڦca}ԟEGy55+5]m5'5I5ko5"54"5 56 +5UK5$5@ɽ55*>5ŏR5N66$6[6:5`5A;535y5 6 +s5,5O6:6TP6-66D`_6p26O6]ء6{ 6a64E6S6&6M@6h6=6W655^55555T5Ӝ^5x>53:5a5J55&(55 6D76њ5V6 ;6/x6F6 665G6.5B5鷅6.6(ƾ6{6464eQ4.84GR4=44zA414Ea4*T38r44Wǃ4Ո4:24i4P4a4455.5c54A4!44zk4O}5 =k4{4y^3ć333ކ44I4a4,?39{32r#3\3r4Җ3_^3o4}v44ZUM4]<4_N4ᢱ4޿4Wx4;4l4>$4JD4y4R4 +_4̣5LU5nwJ585W 5T5T5z.55&95B55/L25cM55M+5p; 5K5Տ/55a5ì6 ,56x5555TX55555ր55&Q4559ڱ5X5'z5C)44444E.525/f55IK5|h5 5c5f{5{5Ø5u5|5MV5px>5:B5X5p5i5|B518'172177214s14`1/k10 1*?>14H10`101+g1*1$ +1$1&1#0.040aP0 0Y00+J0 00 0A0Գ0[0)0ֈ90ؙr0m00$0V0~00x/0f0lO0U00[0rV0or0Om0R05h00'0 0 o000 00y00L000|O0[40_2b0@0u0Un0X60:080d$00)0=ӑ0"[0%T0 0 +%/S/J/ƿ1 |1V1d 000v00|0000άw00*00{U0͊0n000:000\0ɕ0Z0P0|00hQW0j{0L^070ҿ00w00 00+0c0Њ00f0J0n0o0Q0V0l0n0O0N01$030U0P05q060o0C00X/C00bs_0e0F +0C0(0*00I$0-h<0/09r0x/!//20.I?.%H>.(. GE.Bj#.[."- .5.3-ݩ-l-.C-z-L-X-¢-f-N-L//`/d/i/?2/;"/I/~_.#/C{//"/9/.v.m.e$.1..˛.g....WS.Y@..Zs.a.\.4.8HM./.q#.q,.'... +.l.*.b.S.w +.r0.EFH.IY.%m.gU.-R-U -J-d-Wv-ZH-O-M`-ED-Gk-A80d[0n0mW0Q, 0Q060600P+06*0560000 /0.00{/\%//~e/;@/}/i/È/__//T/_/F/c00\0b/e/Ÿ/Ĺ/ĕ{/6/O/3/Ο/%/X/ P/k/gP//Z0/r/fӰ/eI/=%/>0/z /g/?d/@6w/f///d.I/x/AM//^/[~T/3>/65/2/a`/9/;M/B/9k.../or.#.Y.@..E..6.ǷR...F.r+.V/.Z 9.2s/9.. .X. .0.t..҄.p..-m.E.d.fT.=..].a0.8H.5}.tR.-Ѫ.;!///ۼ/.///.֊ .բ6.zr.".~-..*).y..@v.l.m.CZ/o/E/>:.՟Y.ֈ.l...D.?.#9.P.|.nk3.mu.EQ..nea.n.E;.D.#.$ +. .EV.$P.$R. +1. +-@--Z-.v.i .ke.Ai4.?u.. M.@.Bݣ.!l.".a.i-M-皨-Ǻ.z-ᙐ-j-Ć{-“--%-ME-?1-5-Gt--=---qH. %-- ---Y-4r-k-ʛ-ձ-=$-Y--Ӝ-(----Q&-->-{\-|-q-]-}:-~<-s-rL-k-lģ-h.|.Mr.R"".,P3.((. .-J./4.^.c---G5-ҹ-3-۫-,-˿-y--Vo---`--p----l-ss--2->-B-l---C-w- +-#-D--b---- --z-w-h-kL-`-}-nJ_-p-f'-c]-[P7-^-XZ--|w--m-j+-] 5-_$-UI-p-bO-eG-Z-X-Oޫ-RQ-Lr-R-J\-M-F-CL->-AT-=^-I-D-G-C--@-=i-@->-]-U-Xz-Rr-Oq+-Jʥ-M-J-Un-Q4 -T]`-Q-N?i-LK-P-Og-GJ-D-Hw-F-B˸-A +-F o-E-K(V-J -Om -P-Jܽ-K-Qd-SDE-ڶ-PR--i-5-s{-u-j-~-w-yr-n}-m-etl-gT-b9-h-`;-c,-]m-[,-Wp-Zb-Xe-`U:-]'-_-^n-[-[#a-^z-_k-pQ-iH=-j-fK-d-aZ-c1-cp-gA-e-f-g-es-f-h-l-a-a-d[`-f|-c>-e-iܵ-n>p-i{-mb-p-v3-rnr-x-}--U-S-W-WI-S-T'E-X]-Z-[ϱ-]h-aϔ-d|-_u-cK-h+-m-Uc-WJP-]4-`v-Y$-]H-dn<-i-g&-k-s@-y-qt-wb---iZ-n^H-sN-z-s-z---C--F---Kc-m->--DO-Z-?--h-EB-U-T- W--l-|--(-O7b77Y7d77B77|757[7C7~W7}̖7sy7t7ixܴ#~J#~J7rҀ7f0#~J#~J7YY7K7h67Zȁ7\:#7Ne7M37>7@/717}7t7tMm7jd7jP7]7^O7R7i17^7]H7Rp&7R^7D@7D767P7AT7C[74"727$J7%7L75?7&7'_7U77 `7 +6a#~J#~J7=07.4a#~J#~J7(7h7/m7 7"7d7n7+7 6#~J#~J76#~J#~J6 6ba6\6 o6f6 6S6660F7Y79756l6f66ӑ 6@66ץ66V6r6$6%6 666666CL6`76d6AD66h,6l66G6D=6#6&6r7Q7DL7C76U77"A7(U7(7Ȅ76D7(ږ7(F7U7{7 Lv7 6B7'7 7 6lM6#6d6W\6GG6o6"66Ǖ6ő:66\6 7G7 o7 ˥68c6c66D6Ɏ6:6~66J6ѩ6f6666=a6Hn6|6Z 6~66[v6666_.6]P_6;'6=6X6r6(6z6L6-6p=Z6sF6Nl*66x@W6{6U6R61bp636~6J6*6.;66 5 525)6o555})5%5k5n5uM[6Xd6669?[6*65Ȣ5526H6#+6055ϑ5&555ǁ555j5{5DL"5I55^55N5S5#5 444>#~J#~J#~J#~J#~J#~J#~J#~J66YA6\6:67E6[65 +#~J#~J#~J#~J#~J#~J#~J#~J5~55H5}5 5|5j5I i6=6 6 'K66]5B5Ӻ-5 65؂B5u5tR5:5\5l5\5t 555Q͛5M55"7F45W5&'5+R54[4Sk44,|#~J#~J#~J#~J#~J#~J#~J#~J5D5|5m44҉4B04zW4y#~J#~J#~J#~J#~J#~J#~J#~J4r.4&4+3wD3O3m_K3zP 2D44:4 +454{4147d3W44>4E4333ئ3|3 3@)3G320S51r03 f1γ2 jVK~:a5á5A55h5bX5/&054#%5 L5o5:4 5?z5544495;4ȉ14^44J4M:4Vh4#)4' 4^m4g4B4Ta3}3$3\|5 4.4뒇444rN4{4.>844j4!4=%x4493r33}4%"33'C3cN3nn32!?2 003v3]31N1Fܫw44r33 83; +73*2<2kv 3K2&2籄f(ա7Ù DȲOJ.4br̳](2'ԛVȨQ"Գx}X۳[R +0p|YMKy4E`n +7>³8ѳc>h`YqsTc0ֳw'nqgDʳ0z6Ȉ6Y6$668x6$60#6a_W66ڪ66`h6aUw6AU6A3#6"H6`]6?j6@z6!r6 66 5W>6"fB6865u5J505596^6@6?'N6"6"6-656!766t5ݟ/5ޗZ5I5`5]15Y95+5555e_5g{55E515i +5j~5857-55# 4@5a5d5͸565U5W5\5+855_5b515.5w5T45'445އ4|94 444J4484V4X +c4QO4 4O3535 +5 q4ը4444c4"4 4<4n4hu4 4% 3+4^4v4$3Ȩp33WS3c523x-3n3{;Z2J2v0=J1%p,5ۻ545[55*5j 5jN5:*55i }5f58bN59c55u4߇5955w4w4bv4w4G4t/4ߔ4p44xE4v4.4/Z3i565K54U4ް444xN434]44ut4wv40rl4/364yUh40c403@3O33k33Կ3՗3"3B"32!P2&]".A4q4(4+k3y83-3<3<333[3׃3 w3e1ׄ1ڲWߔ21S10 w>WIaT00df@t(B+RPOO7m"w32 N2I= +K #3RvZʲq= O"3IǾHʳf{%LJ +h4jG&igEU~$ų}Am³y֏4D4l4z333 M3-2O3~3<,3I~22{l7+Dŏ?2"-S/%r,z3 +Wց$JֳӳLQ9Qiγt8o2̾\ J²ܲb @ǴR D۳8V<5a|]~{FqkfI%;Գ5䳘. ~򑳋oajt=9ﳜijk]mz3]!WFӳ +xﳓ?O)0볣볪@܌S-,@Zht[&N;;쳳妳ҳw0γ1yyf7ϳ%~ų63t8?l=2.I\/鳭nʔ9ݵTJг{vfOY}4PfX +U#ruҫoIOٳo˳[dqdzvcr, ,ϭe=mAHf1M:޳,+FEֳ>ݳ#ϳǂϳzŢ0T>}K𳋔?lp-h ~qֳn˳jqX +4(}Kijb۳쳗>?[U*,)3X9bx³Zӳ݀>?=c#xwil)ȳaJ$`e想8wóksznudUi`PDdz3Wvuj ]Nkr\M$<+>-YKݨ貧g.Z&--ڟ--;--@-l-[-NV- --a-Y--^--p`D-X---u-rg-`-bW-T.-n]-]D-^[-P-OV-D-EL-=-Rx<-GQ-H-?->L2-6-8z-1~-C +-;-31---'l-"-+-g-<-4-5q-/U-._Y-(ʖ-)-$-0m-*-,w-' -%-!*-"u-/:-#U-- ---d-zb-y-_--%-L-$-G---w\-d-g3-Xa-V|-Jvv-LE-B -ZT&-N=5-P\-F-D-<->-8#C-A'D-9\-;5-4.-3 +--q-.-* H-6F-0-2c--1-+i-'d-)m&-%-H}-@x-B -<\ -:*-4s-6-24+->-9L-;-7o -4-0ǂ-3~-0a1-/-+-.-*z-'0-$l8-'2Y-$4--PS-*:a--s-*-'t-$-(-&-(t-#-%-!p---@--#]--!---i-d-o--mU-|_-0]-.- - +- +----- G-R- 7d-R-_J-!;-F-!u-h------"P- H-%X-#--[-"-!N--n---uX-v-f-`- -- V- -4-- i- ]-r-UU- W- ux--4,,-S-e-i- - +m-ܖ-<>- +- Zs- 6- S-Ty-e-[-'i--?,x-KQ,,, +,8,m,c,,^,,,*,h,,,d,,(,,=,,Ş,I,|,(,,ߎo,߽,t,U,I,,,,,ڇ,z,3,r,I,,},gU,Β,˼{,,e,ҙ,ڃ,י,'S,m,,- +Z-- +0--{--ߛ--_- +N-f- N- +o-@-JS--P,,{-R,Y,c,ـ,Վ,-E--~-_,2,-VR-z-"T- ͔-m-- - -S-3-u--!f-"9---#-%Q- E<- +-a-W- +^- 3n- +-?->-=-'J-*zu--!c---1(,,tt,;,?,S,,,d,#),Ԡ--, q,- -,L!,n,GG,꫄,,,ꗑ,,e,-6-,t,-- +- ʠ- -v-j- --ƛ--$-'H-5C.-9-*-/U-?!!-D-R-v- -$-i-=-(Ĝ---3-9q-Ki-R->-Ex\-Z_-b-:R-6-9y-7--3-1-4'-2-:\-8݅-=,-;-7G-6m-;~-:-.i-,M-1Wt-0-+G-)-/)-.-5?-4Ï-:-; -4 -4-;-=-@-@c-E-F2-@-A -GH-IJ-Lx-N-U-X-P-S-\k-`-B-Cq-Ke{-N-ER-G-Q(-T -W'@-[*-e -kML-_΃-e'-q-xܠ-(b-($#-.A`-.K -')-'-..-/l-5q-6k->*-@-7*-9-Cgf-Fwh-'K-(8z-0-2-)-*Z_-4-6n-;S->E-J*-N6c-Aj-E-R8-XTD-J--M-Y-+-^-Q-Vn^-cP-jc-k(-q-n--B-yc--&-)-[-ap-q +y-xݐ-g-oA-¡--~v----'-@f--@l-`ݛ-ea-n-t-j-p-{-`-&-l-'-p-@-W---wL-~-GK---E-TM--w-`-----+-q-1-d-Z- -Q-le-(--O-(--q-d--da-+---4-H'-Ȣ-+-ǝ8-׏--I---Qb.)-C.%..V--/-B-=-l -=- +---q-e-A--̃-b-辔--t--ǻ-- +h-҉m-4W-=--{.k-5-i. +.5- -4X-.p-t...@..z.$C-./.#..<.;^.H. 6.#."2.,b.(.* n.8`.Da.:j.Gb.W.f&J.U.c.v_.+-,k-.-9NP-<-0-3P-@-E-I-N-^\-e-TX(-Z-l-tϗ-7-;-J-O]-?-D-V -] -aj-i:-}-g-qk-z%-WI-A(-wQ---z--U-p-q-- -=---w-N-t-*h----h--|-1-X-Ǐ-"-Q--X R-_֞-v-W}-Xt----i-E%---PV-hc-q%---{-}M-Y-]-Fn---$---ȫ-ӐJ-4- -ԙ-Ӡ,-D---9-3--RD..8.õ. +_.}."- (-ߴ-_.-5-. O.|P..8.,.7&.$q..r.Bf.Ne-Q-i-P-U-_-?X.t@. H.X..m.&R.`s.!ի.0"..t#R.T.L.D.cA.Ow...x.k.. .B].Rl./ . . +.t@..`:.\N.~J.h/..6/ +ja/ٻ.ÙI.Є...?|.// M/R/н//(/kU/#/3ٓ/?܎#~J#~J#~J#~J#~J#~J#~J#~J2\%dUpH|#~J#~JmML#~J#~J#~J#~J#~J#~J#~J#~J#~J#~Ju]Ѵ#~J#~J %j}˳ ijD#IHrot>kbofh<)kEQV8枳jR峵ﳣ֧˙DUD쳺kSLгɴ#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J_ #~J#~J$f#~J#~J#~J#~J#~J#~J#~J#~J#~J#~Jvԝ#~J#~J硳ҢU5{4T*T@Ǒȳ{ɳ@ܳU?'EO-Oeד a̳KƳ?γfLFF1-TϳH%H۳Fdz} E޳U] iAOC:%ڳ|igv 5Ä.œȯl"ܳ᳼FZ/t^e^ʳe~{5=Dɳä˳zsɂҳbȳʲ’ĵ0q)D M^q=ȥ6C͋嚳Yhʈ"͟سˆ*ΓЉ@a)ӑwӳֹƳɚL㱳ksꐳlܼٳ۲x"7\>#1 ̹_Cfυ[ -ְkWԩ/aIijmЦGwAn5ãB$ҧ#ܼ̇Y#~J#~J#~J#~J#~J#~J#~J#~J#~J#~Jyٗ#~J#~Jyųߣ#~J#~J#~J#~J#~J#~J#~J#~J#~J#~Jl^V#~J#~J7꾲؆Y۩ڡݎ޳ޘEM!epMǤQ6wܚAuų1~^Nhlmz"ҳg녉ݴ#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J³ #~J#~J0[#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~Jo ,zzhz1ނM1e[J4uHّO9ZY,-R=#ɳγYץݳݓ<؊ءƳ trFѺȚܳOJ4}4N \DO ༳Ϣٳ+EpaM z"8)*𷓳Գ͉K!R*+ٳG`a̳< 鶳`Yڗ>cx赓ؘO+[ݛӚuڝjѢϳ^S +1ک3̛usgdz=R"l&zݳF8GNQ᳷ij/1=NݳX볹OOcFl FS½T@ ͳ|鳻T)f77賶S mLr#^𳲢Hóó)cг$!E D>^гr~B鳤׳ ilb*O۳ӳƦ5ٳ&UgX뜳GK1ֳJ$﫳Ƒ/4Źďﳼ^pgGY3t. p̳ճGz`2b"yy(k]bسw5]N#ųwXLUU`Ox۳jj6Zc=;,KU,:(f賓,W/G1[et @|.oC2^GObaijSG>U-̳|³gY+soSb.J9C9ٳ3$*X +ަܝʲJXlqڳ~cp}ŝnpjI_O=NY*zHYJڳk[i9ͳ&7ӳ(ݳ<-^vm4KC':&KאҲ{ +vZEX1+02}2˨Wz +clV\R?y|r+cq޳;N)5R k?0ٮ8ӳ:i WTNWo:E2,VNmiV bӳ3Nm0ֲL4͒GѮ10"$2*2)P23U39WX2ۦ343hh23ٱ1?^22(22Ua23s3F-B3B(:3oK3333,k34.1"?62b2!^2$12Ym2j33)323v3s3a[3\3Ƴ3 ^2e3'P3G3xN3,Kf3Yb3\333,34 38V4N4_453X3o4x44I4y41 4G`47|4M4n&)4!/4f4xa44R4)!4@=4_KB4zs4VHB4oA4Y4F44,44k44K4x433'l3bo33uX3ܖU4 +T4#43!4*P4K4b4@-4U-4}8493Z6442#4G"4#N48g4]+C4vܺ4n[444$4244n44=4474444̱46Q40b4P5*<5945 +5%.5)4ß464ܓ544}55:5U5#58'5H.51Ou5@5X-5i..l.k2.C.Di.$.#. .Ba."e.!b... ^-dw-a-. +-=f--!-/w-k-`|--ʴ- --L-L---Ž-IZ.-P-ل-(-<--* - -%-'--ժ--ۡ--T-]-B-q-1-Ξ-|^-{[-q-v-y-x<-m}-oA-i-gHp-c--P|-K-- -~-~-th-;-~+-}P-s)>-si-m(-lb-i-tT-m@\-ma-i-i]-g;-h^-i -i-hy-h,-iiL-i}-lW@-l]-ql-r;<-k-j`-g l-hI-gy-fdq-g-e|-d-c+l-dҨ-f-jIE-h-nho-h-lFQ-k-p +-qwU-x_`-x7--oq-wx-v%+-҂-m---t---.---vc-tc-i-Z-rE<-p -eu-g-`Z-^-Z-k-eS-c0*-_-aڭ-a-^-`M-]0-\18-Yt-Z$-]-aD-^/-c-c-\?-Yw-U=-Wt-V#-Sy-T^-R|-P-M'-M-Q -S-PO-T-W/-Zެ-W^4-\-`R-gH-c"-m#-X-_-[2H-d/-i[-tl-o-}-b^-f-d-i-ld'-tC`-q-{-gR-n-k-u}-y---[-~&-- -=--T--]o------y-ؚ---q-~ -y-#}-fy--Ԙ---82-Q-]6-^-4\-!--Gv-- -s-{!--B-ѧw--v--̈l-p-O---P-N-0c- -.--)(--s--dQ-M--a--z-e-]-Z-3--&--}-S -z-?-----f-FY-\--8-P--е-t---U-fw-2-ߒ7---p-R-T-H--:--a--f-^--{-̜y-ښ- l---5-|-Z--O-s-<-+-G-<.&..-ġn-@-V-_-E--.4R-ӯ-.. . + D.sl..&޺.. ..k.w."oo.)h.6ډ.!z./b).5J.E.>$D.N3.V/A.h}---s0---Lk-2--m-i----M--2-є-K-܌--.8.G.g-ޢ.. .#u..#.%.5-$-E-"-H- . +. +6.R-X. +*<. 4_.p.-.(c.([`.:y./.'T.(Nd.9J.8 .J:.L.b\.:f.Nc.O!|.e.d[E.|.~P.@.Ļ.z. ./|.+o.:.?".QQ.2.CG.G).[(p.V.j.p..KrL.]j.d~.y.q:..Z.ب...G.%..mE..._1.uo.yt...z ..M..U!.|e.:.nV.f..ӵ.0D.<..N3.ĸ.׺.T..Q.VL.p/֤.;/ +/ /-JTL-LD--H-L$-PVq-Va-Q}-Y-G-M72-H-Oo-T-^m-XI-d-_"-j!f-dn-q1-wx-+-ѽ-vp-k&-z-s`)---p-H-Uc-J9@-Rͷ-L-WZ-]v-k-d-t-Pӛ-]'-Uْ-dM\-l-=-v5H--}<- -qj-kn-w-$--b-?-a-#- -,-6%-45-5- -b--G->O-I--d-*-O-c_---Ԝ-5--f-ݔ-k--"..7.W-.k...J.#.!.4v-S]-K:-I-ٜ-Z-_- .9-f--.}..4.5.$[2. .U..-{k.1C.GFR.C.\h.))z.?&.:0U.R5.X +.t.o q.X*-\ -l-ct-w"%-'-C-c--l--w-- -B--C<-;=---%--V-o- +A--Q--ȍ-.-. uR-$f--sL----q---ty----&-ɛ-[-k-c-F.. ...)H-[. |.4..!.:.1i.Mq-I. C...&.4...G +..(i'.!2.9.@J.[l.S.rN.MK.i8.b..gv.6..ְ.zE.{..^..h.."2.1Q.Kc.C`.`.iw.&.A.A.WD.x6'.m?..M. +..J.b...j$.Ax.Q.=.V-.3. .-.ȉ.ػ.=/ P/ /0s/4/GO/'w/8ǻ/<&4/P/ /Lh/`F/f/}// +/`/M/-/+/>/A n/V$/./B=/C)/ZU2/X>/q/sM/Wt/S/jj/n///]//'/Ҹ/U/S//)/g/a/ +@.;t.^.W.֐.ٿ.W.–/ .Ү;.,.{v/ /UA/"/9/*+/ +f/j/M/-/.5/C/Cve/[3/,/Bj/@/Y./Z/u:T/tF/Q/[/O5/F/%6/(6/>ik/;/T[./!/8/3r/L/Pn/l /h +//WM/r/p/]/tc/?/a/2// +/=,/t/]/'/Z/Q0/[! /t/ubK/8/p6///N/S////T//F///8y/S//^/S/H0Y/A~//0 )000f0" /ǎ/0//ؙ/֡/B/i0/h/q/T0J000k0'00!00%j0$r05070KM0&090:0N0M[0cv0e 0~O74r4./m4+3+3 +333_3p3133 3i21k2]93P\2(32$,+e۾ iѲ2"޲8"!1 HJ gJ3 2e16߲SF?HV4%_E[+x(OwQ4ow#]KLji< ﳀ"Sݳm[Գ%"kͳ2xU UH&HKf8*f|p|Xcfڳ}6~TOq=sllbϤdF³&}Sז pC^ƳQT$߳SDlD`b3'G3DG;]=g $Pqڲ 8ɲ @!G11p2Lɳ5 ٳ',ҳ +p&yqSz³|?n߳kZSBx{s +eskQγ\H>TB8`?3NI5:%_ +|xiҎhs@VXCE_A6v* U?>R +%Z'߳  ԓܳ/oyh_2NLe#b9ͲH! .@18J2f!KB9/E$5Jk ;[v~#cܰi$#$=J~?Tְm1ܱ1ȋ2?M2[2c2c}338Ʋvpbí711y"2h2\3T27&2)2$ 3)t3r3Q3i32}3393#3vr3W3333%3,3u33M!4&4 ^4'ó%<ՅL> =ZXҲ\Jܲ}رj1ߛ12ڱA1H1ij22F2p33Et2/3ޟ3RpIFMm,F Ov“@Y1}824.1h"G23}3m3G323# 23i(.33Τ3Ā4423!E3m3h33m33.?3Gy-3E.333޾4J4 +454_ +4(F4:4KE'4T$4h4~w{44AN4s%94e44L4f44+u3k3rE3汎4&4)4Y4L44Y-4=\4/:4aå4s74#P44%&4.4ˣ444˵s40w4L5 }4N474~5)]5-65!Y5MD57)3X?3ww35L]5h@i5k55PC5nk5o5E555i5>55jD5bn5555O55gw5S55pu565ۧ0545#q6 44*4N445V554W5}4M55;505-5K554525Ow5P25p_5owo5t5M5m5k3X5E5f555l955*F5%]5B5G5gR 5c55=5]5Xe5}55;655!455V5P55a5cB5;5Ɂ5_5\5n5I5^566'65 +5 5Z5c5I5ȧ +5@r5%55_5˶556l6g6F=5^ 56m76M6C,6 6#6506(6%66';T6:D68b6M6P4i6gu(5籵6ǧ66K{6a6(ey6(56=t66)6(l6>6>H.=&,.E,.V^.L9C.\.gK.zM._.rn.}S.x..;.s.T`.n..X.....â.g...=.@r.~.ā.n..;.I8.V.f.W.g6.w~.J.vK.{D.*.l.j.H.$..w.3.M.z.z. ...֌.8. I.̊.|.̭t..Z.ڿ.v..z.f.'.؂.鴨.Ԩh.o.N/ .~/T5//I.;..$/.y///ӈ/ /(/&/4 /(ҩ/5'/BOW/Q.U..i.p.+.k. .F...КG..`.<.:F/ ..@.+..//N/|/X/ /a/!/fZ/'Q/0/?.` /a/// // B////&Et/+//6K/E/P(/b $/VU/hkw/u@ //?sK/NO/[e/mm/_c/q /A/uE/{/#/K/2//1/{//mwD//P'// +/ /)/V/ //1// /Ř/1//c/.//˃I//Rf/8//G/(/d0A`/L0030...{.o.˞..p.b$.%m..Y.u/.e/\/ۗ/S.׾ ../ri.B/J///-/z/P:/)5/51/'/3o/B/P/u/1/)/6&/*/6/D/SP/Da/S/a/sF/c A/t$/F/ /D/Ru/b/s/a/r//7/./ /i//:/;z//lq/ /T/%/0/!/,s//m[/Ǜ'/զ/–/ F//I/Q_//4/a/e//7/b0*+0 U0h0 z0 0!]// +a/]8/L//F/rW//p//ąO/j/8w/օ7/䂜/ //F/V//m/3;//N/ԝ/50t0u0Z0200$r/,/¤0r0 +Q0ߤ0 /00!T 0-00'o04о0+08U0C0RU00#Lp0-"0:0/v00 q000L0$0+0:0 +0W00+f0#00a09O0H030B/0J0\,0Ri0cm0n000#G02=09Q{0J0B0S0[0o7C0Q1D0dc0k0j0xb}000l0eO0yY0700&40\@000̲0X0@00ʍ0.0 0O/70 0;0<00(n0,\0=0?00 030Ek0A!0U[`0YA0ow209rG0KL0P +0dD0^0sZo0zd0Y0jP0|I00A0<000Z0Hl0]`0`'0x0t0En00s40{0َ0i0I0 0p010n00҂0N0^%0E0k0ƴ0f00020?30ވ0|01;00_0000ɴ00g0f0hG000٤0ك0P0`00ʽ0>D0M90\0FW0E100y1g1ٷ1I31 MD111)0^03_010G1 $1 A\1l1>1+1ݪ1"ub191,@Z11\1@*11!T1'415n1/1>zZ1E[1U1;N1KuS1Qg1c1\1oR1w10>|0Mj0X10jM0^F0o0|a0a0v[T00z0`00 +0=0000i0>;060P0?0^00,00B0+0!K0Ф0]0Y0*R06@020َ0s0C0ҳ0ʓ0b0 0S0웏0]I11150100{1&0H1 +r1 +11 1Wr11'11+#14j1B00K0ě0 D0Ƽi0-0_0q0ߚ<0 !01T1L1 +1B]1]0!0,11 91[1 1Ȍ1 +11@1'~13ε1)H141@YF1M11C1#*1/51%11z1;1I181F?A1P1`1T1d1pi1q1>A1L1W1g2-1ZB1iT1wV151tcC1111L1121!B11 y1E1 31@1"1)ɾ17N1#u310817?1F1? 1NM1V1g'1/v#1=1E1U1K1[K1es1vy1^1o^1z5p11'1191DM1NB1_$P1gTf1zF1q.G181C!1115Y1 +11L1119y1~1r111111\1>1h1Ŷ1(1t1ܹF1圢11kl1|U1d11_1111d1y{11y12[23'3Z33Lce3q+383T3;3233/83dЍ33)3;333FM3}344@4 4"!46n4O 38393xm4 8344&X4AP4<1454D4b4Q4r+N44404J4]<84~e"4f4p`44"544444$>44~4JO43Ѩ34 4%)^44%4=X4VR4;u4TV4n44qf4J4j44=4U4s[4y4q4n.4kU4nd4!4 J4#4644Pk4m4B4444Ӷ4049m44֍4۸E4]55xM555"u5244n5 ++m5S5 5l5'S575%D55 5DB5X|@5Hxw5[#5mR564t454[44 4D44xR4 4"4_b44C5P55~4˨4454565*5(55!R5*u5=W525F5RP5iw'450 +55(95 453p55Mκ5d5x15jf5~5q55>5/5C15*5_5r^5\5n5AV5'5"55C555Ϥ55ʼ5k5\5h55J5v5Rp55船5P595 46 +,66 6+6!F6.5V5o666l6I6LU6)6F6,6:Q6H68RA6FOA6W6f5q5E5D5چ545v5M5p515666 "6D66.35~56 +666 +6f-6#"60Y36!|6/6;ov6I6< 6K]6Y6j66+865a6E8686GT6U6ft6P<6b66o6q6t66w666WY6h6x\6z6{;@6 +6M.66)66x6f6,7 +Cn7{7nM72K7#A7'f767 757z7*7$72JY787GҴ70נ7?7E7V7OD7`7iA7{7Ě7,717Ab7;7LK7R7dB7F(7W7]cC7qY7k 7@7w7e7]7pz7xn77tS7W7X7|7f7h7ź77q7]7F{7O6H6@L6O6:w6q6.66O6I96/6DU6@6K667t66q6>6\6Q6J7@7 6\U7v7s7:7 77$706D7#7K7M7 /.77:7(7/7$z7*478I71!7>f7F7Vv7 7- +757C7:7G7R 7bt7L7\hz7g7x7m.o7P77x7C7 &77,77V7)6g75 7'C^73^7=p?7Jj7@7M?7Y+7i*l7*|76z7A7OTE7C7P%M7]"(7lS^7[R7k*7yj7}7{c7NT787%7V)b7e7r77v[77_?7ӵ77u7S77@74d7 +77 >777'77}7|7v7"7B7 7t7U7-Z7v77@p[7O7X7i7`=G7ql7{7&7s7f7Tf77n7>7X7Ho7D7> +77uS7.77.7d77/7:H7*77`7^7/f7&7@771777h77̛7!w77 y7!7h87 7#77|7헠7=~88e8TJ8 +&8z8k88 aU8&Q882707T7Ս77{p7Բ7477ٽ27 7N{8o7*878 A87[K77[8â88 +8mh888U8!8-8$A8/888Ed!8 +G8c8o`8$8L8):808>8,/88ߝ8@8N8F]8T8]8nH85C8A8KK8Y 8O-8]&8iS8y5r8cW8su8%8­8N848f8N,a,,,,,y,^~,,,~,C, +3,,,-, ,^,,PM,i,*i,ò1,[,,,,3,,,,,,,,«,,]],(,,rO,т,q,4,.K,\,SK,,p,#,F,0,=,,,R,P,,7(,!,e,z,x,AA, _,"),cm,,',(,l,ɒ,;,,~,6,,b,l,'+,w,3,խ,н,,,ˋ,R,ڛ,3,=,ܫ,ú, E,B,gq,ޜ,, ^-?-- _-G-+%-N-l-l,j,׍,,,,--- - -- -&-#~-%-+--"FD-2Թ-8--'%-,aM-?:-Fa-L`-Tw-lO-v~-] +-fb---2F-8Q-N6-V„-?-GI-`3-j&-p-{-8-2M--%^--,#/,X-}N- +R,U---c--<-2.-9E-%-+-A-IoJ-q----{`- J-+9-$-+Ч-2-:8-R-\y-B-K-g+-r-P2-YmW-u-q-co -nA-ζ-#-f--s$---8-k-\9-y5-C2---I-M-j$-~-K-$a-=--ƫ-L-P-,,H,r,I?,K[,G<,,y,G, ,^,ԍ,,I,,,j,=,M,ɑ,,,߆,4,ࡤ,l-O-,,y- -z,L,Û,ۨq,5B,ɜR,V6,;,χ-g-(--{- )v-L!-%,--Y,r,#,u,~,L,,} ,,,,f,,,!|,,,s,ʄ.,R,+,`,,-v,7*,4- P---6-6q-?-' -/^-If-T_,-K-H- i}- n;-gr-(K-1-8-Bs-`9-l}-M-XQM-yr-,--;-3d-;-%-,-D-N(-U\A-_--<`-kF-w-fL-Y-4Q-=w -Xc-c-F-Q$-o-|-Q-]-M--G-2-*---v-5;-–-h--ͬ-ـz-,-.. -bm.vM..-0r----Ը-... 3Z.n.(O.2ZL./.%|.=.HW-\-g-=-{-t-----ټ->-ϩH-1-2-k-ĵ-Sg----_-8/---bm-L-.k-I-xv. +a.-PQ-\c.u.:v.. ."].,./^F.9ۤ.T[.aF.Di.Pg.nK.|O..).6^P.AK.(.2.L.Y*.]Q.j. .s.x.x..-|-7-d---k--L-=-c->_--D--$7. +--f-h->y-Ŷ---?)-f-. ^.s.. +.;.%:.*. .8@.%.>../|Y.:.9 +.DTF.[-.h".P[Y.]).wF.X.%٣./ƥ.E_.Qd.:Y1.EZ.^..k*.jj.yH.y.>q.X.4.~&.P-͔E-{-.-c-. ^.j2.y.[./b.9.$.._.E.P).D .2..#r.l.*.,^.7".8.CF.].k .O.\4.yP.9%.Q.^O0.z<..kv.z7..G.9.ts.E..?..Ȅ...h.8..o...̤..S|.".Y.ղ*.6.)/?U. .]..Gg...r.L.ff....uS.ڝ./+K...p..*F..9.).+.dj/ u/@// ~//%r.V/e/yf/4/ /c/(/3z}/.p/9/LY/Z /F1/S:/hu /w/"6 /,P/?y/Ka/7[/CV/XhF/f35/`/o//{/c/~3/c`/h/[.]../V=..g/ / /3/ ///:h/'o/2kf/F/S////)?/6/ /40G/?@/=x/I;/`=O/n/U/b5/|./$/O/\v/ţ//j/yR /K1//// A///V/O//h////A/f/r/6/L/3/׋/&//ێ/]0.!..*a.BT.M.4.?ʠ.Z".gEU.iN.w.@=.Ù.J.:..Y.KJJ.W~.u4..dq.r-....W.{N.5v.P..ǐ.Ӕ.6D.sx.d.ի.L:...m..Zc/9/G/q/t/!/+T.../0.mE.[/TZ//Y/!t/5 /@M/+>/5?/L*/X\.^|...:z.A...8.C.̛.Kp.l.ѧ.0I./}.F..ÍU.99.].`.ېU.蛂.qP.s/ m/j/ / +//(/W//!n/*M// /41/?|/@Ur/KŰ/eU/IF/cN;/pK/rW/////va/U-//Zo/J///X4 /e06/`/@/r/@//~/5/"H/:+//////E//@/ o//t/]/ޮ/V//00%00 +020"d/W/i/0w2/F/M30 G00700,rn06:0$0.|0AS0L/Q/_//O/s/;/Z/#///r/>/ֱ/,/0) /C/6}//Y/./ʺ|/3H/8/QS/'0 050\000'/00 Q0. 0&NH00"g0/0:080CQ0Xv0d0N0Z`x0rc0y0'500q0D0O 0:0EW0[0g0fͲ0s]0.00V0003v#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J."ߍ#~J#~Jv[#~J#~J#~J#~J#~J#~J#~J#~J#~J#~Jɴ|8#~J#~Jw뿳B=0w#MR9j̳ܳ_شEyٴ%oqouJk I1#~J#~J#~J#~J#~J#~J#~J#~J#~J,n hY#~J#~J#~J#~J#~J#~J#~J#~J!8h}97״r~ִV @ a\~⽳Vzz庴Ђa_)v_I1fz[0ZR׳ֳ4뺾휳R&l(㼚$eXܳ*ypU[^x3ڳ=)ʳl>Ú +55 <_LJW)5XjKw֒fYܳ^ӳRV%gnZ> ߳"SD?h2o2\| +fJݜy} +׳[w`kdz퀳i5䳫yפpΘ|تy۳1{³Ě賩Ye 0/y Ν~Ef'QRsH44ֲȔq,6ᄳ5p׳=`Z(q]9H8۳ D\kj-11[aj52Jv2ߴ#~J#~J#~J#~J#~J#~J#~J#~Juƴ1-Ӵ#~J#~J#~J#~J#~J#~J#~J#~J?\"}W]!ڳt|dDq޼䇳YгvcKݤnѳ煳/$l񘲳0.ٳx Νph٠̳\0w#~J#~J#~J#~J#~J#~J#~J#~J}#f] ()R2#~J#~Ju+#~J#~JAymlƳ2 +nƳM嵳뫍4}EҳY߳2]nj.Mt~ft,(6ij&{ +q(Ͷ/vH2 Wb?K=J 5"$fgpf6'R2;2ٜ1k82ZV3V3B2E2C 3853fOZ23(ӧ3[33T3˻4 +4h3S48)40 4D3Uۤ3e@36_3H3oI344@44*4X}4p74>G4RFA4[.4^׳KA#28#q%.Ub%[a112,WIi0ߕ722櫻 YloܱD'IJp/22233G +2433u323d3uk3.3H13w3U3^3ɏ3F44'44w4<4Pa33]N3433.L484,t4*-4?4h4ڜ4SL4ke4\4dpPA2 h21ͦ2p(33<3C3pfh3@3J3X3i3Ŕ4_R2[33if3323` 33Ğ3ȿ34h4+NQ4&4w4@j4S4|4~O4A7n4UpW4,4A'4m 44)?44s4x4t444=B4U_4l[44p4?44L44A43#4i{54ݗ405 65 4L24c44e4}494 +44'444*4g^4*S4䀆5}544944֠4:4|4I4s4M$555']g55/54@M5B5 +Z55*58x5"5/5H$#5W5P.5`5|a55sk5P5؄5UW5>[5M5h|5z +5]^ 5o.+5?5J5<555x5L55`5Ӓo4R4R5 /5P5h5 0 5! b5-V5+258v5RP5bLa5G'5VR5s5˱5O5"05;7(5I5.5<85XF5h۫5e5w65p55 "55 55o5[f5-5555 R5A55ʖ55f5ٲ56A6 (555)5ތ5 5|5펜5}5666 .r666+t6633P343O3> 44%84(~4=44j^44P܎4go4.4e34P49G4M{4!v 444c_4{[4=c44V4j4e44Ɏ4ڔ44[4LM4݊464j#4Z55 E5 5#y 5/5f5#5=5LJ4/4"5 u55;5 85#1W5/5/[5=5Z5k95K5Z5|)!5|4IRt4^\4d4!4vʲ4=44044 4K4X4d4s5 +54474n444}44j74>5-5 5,PK5 +5@59w{5GQ5>5"R5f.556 6D616 6;6)(96)>63[6I26U_6>C6IL6b86oz6=6H!6_z6m-6TX6a6{66o660 6(6ǡ66I6U6o 6}@6[66H6/666-6M6WH6ɞ6z6:6626,F ,,q,#.,\I,,A-q,5,- F-,ҟ,,!,<4,V-Z--$#&- Z-Sj--P-7(--"S-;@-E--*e-42-P-\|-dr -qm|- --O_--Sk-j->G-Ix-i+C-vd-T-a--S --m-]--m-\--!,Θ,-,-:,r,\--F$-j6-e-&?-AI-L-0:e-:-Y-e;-)- r- &*-)6-b--3->=-E-QD}-s-0-]k-k7--Uf-nA-|_-{-V------7R--]p--ʜ---.|-L$-g-55-t->-d-h---. .v.6..s.&-_-C-М--ju- -6-;-υ..m.$..r...9--.. y-O.... .*|.D:.P.4.?h.\{.i.=Q.H.f/M.s.T.au.J$..T.Q..3.ף./.ڧ.#.n}.}DH.3f.*.3.5......~.".ŏ +.:....T.&7.0:..!f.:;.F.Kh.WN.wN.=.d7.q.A.ZR.+.5&.Q.^.@.L.k.z .+...]..u.%.{7.".c..../.(V.8.ݍE.g// Y.O`/hG/ /z..~.#.h.ԩ.//Ie/ `/"/'^/1t//$/;/Fb-#-,-I7-U-72-BV>-b-pb-yM-\F-2--v---P-N9-Z[-]-L-hj-vJ-K--C[-h-ã)-ϩ"-b-d-lH--X---0-WI-u.. .C..1.;Ü."N.,#a.G.S-ab..*...3S.'5].1X.6o.A!._.m(.M?.Y.{X.+--7-~V---~-E-¢--~u-S.3--. Q.f--I-α-} -S- +--v-m.?.u|....m..g."N.<x.Gp.,,.6U.Su.QO.f.tyC..;.r.p[.!.Q.4.2y^.OH.Lq./h.-:.Iʊ.F.m.ja.>d.z.gM.c .K.^;.X.eo.|a.`.s._. +... .e_..#8.ʽ./..ʕ...ۡ....F.}. +l..x.d.։[.ǧ...Cx."/.//bL/ /!I/!/.}/8l/Q/RN/8/90&/S/S/ A/ )/!Ѡ/!/ / A.[.|.c/y.M.6/ +*/H?/3//1]/030z060M00b000850*0o000.00{0<0 0"06\09v0$0&0<0>?0P>0S`P0m>0p0V. 0X0sN0v0(0*00@/0A+0+h{0,X0C"0D#{0Z0\0xc0z\0]k0_ C0|N0}q000T000!M0H0.0}+0Ѵ00Ȫ0N0h0-0B0f0s000G0$00=010ny0Ύ00b000Ѡa/p!/qRd/dm/q/re/rp/i)//b/S/9/8}/(/G/}//r^/q/z`/)p/q/o/P/p/"/N/vV/g//&/$///͸K////|/Y/0].0000U0 0I0v0Z//)/R//1!/T//00B00h0aC0}&00/nU/l =/߁/k/ic/f/LI/d///p///+/5//c/`/1/F/\/Y/{/whr/#w///3/ +//r5//Q&/nq/7 /7/CP/!//ݴ0g0"k0H0ϳ/_J/"0$-0G/!u/2/ڛ}/=K///ӞY/;/ /0 =0 /(/+00%0-Y0-bI0Dӈ0E20-| +0-O_0EBT0E0_+0`g0~.0~0` 0_0~w0~0,\0,']0Dt0C0+/ +0)J0BvW0A 0_0^0}10{0\0[f0zl0x0C 0j0`00Y000I0rz000q0b30050M:00گ000^090z0080>10s0O20000+0(F0&\0?W 0=a`0$"0"\0;+~080Y!0V0v;x0s40TV|0Q~0p}0mJ0 f006 03(0+0M000,0Ny0K.l0j0fF]0G?0Ct0bE0^ 0 000J0]{0s0c<0L0̄0P01000J0{0ŗ00g0010 0{rf00H300i0K0400L0_0#~J#~Jj#~J#~JF2@:4ܳ⑟NͻZXW*#~J#~J+I#~J#~J' Lc5i {.{Œcmvb.4=5SܳRiTX&)@{Gemʳ*3ٳl%J߳|6eⳗór)[O097͙J8DqqY z8Yt঳]E`jӳZ#E}UDa(J߬S;ʼnhَ{䳽W:Pѳ:i;:Ruѳp`PSHvӳNDu,ipRb>\@0n2 f?2)EH2e2ݳ:tX xx[xT +0}12g3 3Lҹ2G3 +V3}v3+ ͉wOl0+OP0222J3O3p3G3/73]D33ɽϱC1hb2b3?2e23H3y 33e343%3ܮF44)3֊q3 +4$&48Z4 +r44L'*4a\4h44NI4 +C4q44k4414Dv4y4C4Yj*4pG4V44.4g4r4Z4ƀ455 +3 d34 3J3#<3b3b3w 3L3u44=c`4P4!,44}:4f#4\3}l3R44Ѻ3W~48[4,x4@B4H24]44w4u444+4wl44449%44ò4b4蕻45,5!=5<5q5,59O44˜W4O54Ő435^M55$5(5Fw5Tơ54z5Aʆ5c*5sWﳫ:賠εINeKvmu70} +Uг=0LPe{HcײK:3ѳ$#M dEےVF01Z2R;-2N2.ƱOV1.23 365=555=5<;o5_5_55I25^5];55H4474\4'4846>4414۪4N5 5{4 "4ӡ5W4/444Y44f4E;4 l4v4]64T4Z%44K 4Vq44m5fd55:W58?5G556O+53F5[5Y{5t5G5WA5TL5|5x 5*5G50[5-5;g5 {5*5'5P5MB5ur5q5IvS5Dk5lU5g.[4495i54M55/5'f5*565Um45ce5C5R\Y5tGm55. 553M5@5$>50'5N5]55`]5q-5G5!555A55_565S5W5(55g5ƻ5Ȕ5b56b5[5)6 6-55"55S5Q5^.5\6@66 +(E6EJ6'g6661\6;/5=sF5K5m5}t5Y05hXH55o575^Z550555Χ5jB5xB55y585g5!:5M5b5N5V55559055~n55홚665C66Zi6y6&?60 6GF6I62K64G6L6P6=6 +f66 $6 s6 6"P6#67 &686R6TP6:g6;6V$6W66n6(62d6I6U'6U{6b/6}676o6}V656&6=06H 6a6n)6T46_6|n6n6d6ٌ69`6R6Sv666f6,6G 6z6Ǎ66-6`6;66j6&7(6V67P7YO66X66:66ӥ6o66 +6.7 FK7 6+77&~76dݙ6h!656G%6k6n66& +66t666_6K6H 6o6qe6s .6t66t(6vZ866@ 6B66J666&6d666B6GP6566]I66Q67}7)77Ϊ7\7z7[7I6>6Ԓ6c6.B6ֆ6ד6.67 %7 +T777  7 Q7{r75455p5Y5D5)5N~5Z5ж5љP5>5Ǚ5/5-5c5555h55S-5D5)&55j5яt5p55Џ5/m556 `66$6% 6M6T&6%x6%q65ˢ55$5555z515ky5 5y5k05w5x5i5w5j585S5\j5 5K5ڧ=5Z6 +6 Z#6 R66]6z66V68966S76S6P64id62FB6M6K.66O665x5666/6-X6HT6E~G6)6&U6B 6>Uj6w +6x56>6W6xk6x*6R6ߴ666 6~l666vy6,6w<6u666tl;6r 636666X6D66re6a666>6P6656۾6o617 7 }7L7Sg7 7 :79*76 6ՕI66}6m66^6Bk7 +@7 +T77w77 +27Z76p 6n66y6k76h^66666A6146:6666e6a-6666\6X6|M6w66 t666 636^666͖W6R6]666Ȼ@6癶6t}77/n7O7^777T76N6666 Z6 6E$6B6,67~76<`67 7/o/u//T/%/p/0//e/G/W/ +/%///XS/$a0{40 i/40301M0z00U0,I07>0)u*040DP0Q k00C0&00|0"0,uv0<90HG0@y0Lr0^0m;W0Z50h.0|j0Z//Ҡ//`]/ږ/ӎ00 0H0b00'00"b02#0=<)/ 00E0!0M 0C0&jD000,q070H50UL0B@W0N 0bSb0pu07l0CH0U0br0O90\ E0p00v0A000x0#0e0kh0iW0x000000-0G0 0000?0000G0Tc|0e00t0b&0q00I0"0,0 +0$90q0fC0.0kK040 0l:0009}0F0 &0/0 +0ąB0N 00.w00 0]0L0ר0S0Ǝ0Ӵ0d000"11 ~k1:1 +i110d0FD1J1 j0Ĝ111s1o11)14.1'12v 1?1K00{0h0e0t10V0 +0^0CH0u010k1w1R1060 0i`100R1b141 1 y1 e1*'Q1G1&ha14l1?8111%10;1#Zn1-q1;31FT1=1I1Xҧ1fil1V21cf1t 1181C@1R<1_1On1[c+1m)?1{Np1qKS11ь1'1J1r11@0 0)Ù0;8V0Fy_030>0RT0^50Z~0g0~W00uiJ000Z0I0U0k0y:0bKw0os 00i0m0F0O0=60T0%@0 0j00k050/00!1000000/00P0k110:|0!0 0䔮0s0kM0002G1V!1)1s1 11!1*0}Is0H00_#0B00D00i0?0țC000m00쎸0 00n0¼0:800͍0Ӭ\0K0010ј01x10a001111 J1?11N1%[141;Z1+1091B)1H1 81l1!1&#1κ1 y1+k1/1611w +1~W1111f1 1h151~11he1G1e1 +1zj1 11111" 11\1#-1/1d2|11U111j1M1o11D12,2 +1S 22042~11-1)15`{1)15<1A1NT1AQ1Nbr1[1j>1\1l1jR1z41c1@1M1[1j&1Z1h01y8T1w1z-916?1"V1\+1h11q1V1yEh11>g1ʶ1m1\111 1811 +111F1gI1H111œJ1"1e181@11:;1 11X172jn2 1wbb1o11w1X1,<111Ro1V1"111f1v1 +13!11 9111$ 1,E181ˡ11C1_011121Ρ1ۃ"1_1/11Ny2p2 ;2oE2 221222&q2/2F2 22:212|2!*2)D2$32-v28T2B25g2=^2KZ2T1Z111f1N12-2 2|j2 +:22w2t20}2%202K2 u242UD2ra2p2(s22y2'r22A21(2H 2 \~2_2r22%72+202$Ff22028)22$20282+w222@u2H5%2FfH2N2^)12g2W2`2q2z29^2@Z2O2W_2GqT2N;2_22fD2hm2q2@22y22N22z2 !2Q_2,2n!2*2 2%2)2/2>62D'24au29d2I2O2L22*2.q2u62#r22t262>}|2CN2U!>2Zq2G2Lc2_2dt2T2[{2n2uT +2a2h&2|hr2222]22ݶ2!22@k2n72t2l282y22Sm2Kx2X22N%272QW2|2Q22xyK2w22!222V222;>222z22;2!2 2I`2~2 2d2l2${22C2a2ȒU2u22i2D22$022զ2&2ϖ@2G^2u22Li2u33J233 32 2~2~2Ϻ2#2X333 6OG6]&6T@6b6v$_6P6q6{D6966J6Xn6m6}K6gH6v66x66?6b6>6666g<6B6|6"U6.y,66'B69 6E6@g6L2F6`6o6Y46gA6>6626>#6RIm6_8Z6Il6V6n()6|56vQ6c6:W6Y66S6z6(66P6f666T6q6a66 6չ6u65667;66W6Y6ɽ6á66<6666g7~707a17 X277"6~f6U46N6!6c6S6O6s6ĩ|6[6r6 6Zk6.7D7 66z6xR66C66h87#77 77O7i77&71d&7L7 .27%77L#77*'757*76j7C*7O7Bn7Nm7]G[7k+7(m73n7@w7LS7>7J~7YT7g7[ 7jn7{Q7Q7y,7q777B6\P7'3777 KK7A7 p7*7$m7.7<$7G~787D0V7TT7`/7g7&747?g717; -7K:7W%7P7[J7nF7|*7iJ7v777WJ 7e7v2$77rR7U7Ҍ7*7b7777N7i7S67w7v777P77z97u7h7W77|7Ֆ7Y7!7l7I6e#6rW666,i6g~66~66C6a66r6(6ܺ6(n66*o666l66C6p6.666b6_67g76ݬ6\7;7>67i77 7Ύ77,&767' 707@7Ky7 977"7*z7 7%A74^7>7:<7E7W.7c(7P67[M7p)7}6h6ǿ6݇6R66\6777 1'7 7x777'tP706 67 V7|77  7-7H7 $7)H7:l7@P7.%73{7E7K7-78'&7I7T7B-7L7`37g7h7ux777~L7|7G77S^7Yu7oK7v7`Y7fj7~,7y7*77ݴ79l777e7w7Eս7RD!7d>h7pa7]_7j}787\7Q7W777%T7p7I77w7)707O/7:77Y7.77{7"7r(7nI7l7kW7d777s[7ͫ7]7Z7V74U77>7&8PK7=7K8 +87 7x27A77*7c7P8p8K8 +nj8Wz88~88"9Q8'x7=77X777W779,77M7[779737m7&7 77a7X]777^r7ј_777v7 7707)8Bi87,7:8 Q8 U88 u8`8Ү8W88-ؖ83J+8$sl8)89W68>8 ͅ8 88ת8B8/ 8#{8'0A8.}828C8IA87R8!8JL8<j8Hh8S 8aQ8Ue8c8p8S8? 8K(8Wk8ePk8X8e8s8io8r818|8?8>8?889$8mq8}88?888B88p8B8>*8qh88 8@8\8z828!8_8K-8=888Qe88%8H'8e8ׂ8ڭ8GC868s;C8K88LW88@8z8X;8#8ug88^8{889$8$888g88p8 88|888Ҁ8w88|88$8 48Y8\8%88t8J8N8889 9 m99 9v9^8|89o9 9&99Λ99\9d9#M(9*9 4j9'&9299:@r8e85w8 +8'8}8"88/P86848=68K8TH8Dp8Mm_8]~b8f8)e8/~98><8EJ86F8=&<8M88Sj8U\H8]8oڌ8y8eb8n>k8Q8<8dO8n888xO888R8 8k88I8{8+"8d,8Z8\88-88q88gt88Ӳ8k8&f8x8_88 8эH8C8J8[:8b>8O8U8i!8o8ux8~ 88Ky8 8?88v8[8a{8vTO8}D~8g8l*8d8be8[788i888OH8@8X8x88*8\G8=k88m8^8Z8nj_8s8,8̈́8e88`8IB8P8c%8Pt8,8QT88Y8 8ݹr8%8D8|8898ō8k8,~8J8N88۱8[8<8V8298"8G99 .8#8p588ٹ8⬑88B999f919+S9 1O9l98Q9"(9 99~9"9EB939)G=9/!9.959Aȡ9I/9<y9CJ9QZ9X9#9)#79549;9/R949B\9H89J9Q9`*9g9W9^>I9o69v88X919 +89f9r9V9N|9<9&9++9 9"190949i9 99I9 9w99X9&~9*|999=9.t91j9B=9Es99 +9?9N/q9TZ9D9I 9Yu9^W9e9k89~J9U9ql9w` 99$9M9Rm9d9i9WT=9[I9no9s\q9~ +999g>96999s0K0b*0ٔ[0?0>}00i00:i01 Q171#11,61Vy06X0I00$00݋0U +0->1O1 1P1o1 "g1B>11 1E1#W14D918+1&1*@(11~|11d1h!01&10഍0p010:0/1B1p61.11#i1%1f1G1&1(00o1km1300D1|1+111)81*" +19M1r1*x1+418a1:t1P;21R111H1 +11d^1Q211Y1x1e111s11)1s1 1|11x 111 + 1ԡ1Z1nd1c1Y1>1+11k111ڟ\1ސ1)12 28n222 2 -2v21=61<12F1A12f2a2h2w2~2!/2V}22#2%i1-1j111D1151!/1è11 111g"1׹O1u1,1E1111>191q_1kM1*171*1åe1`1ۄ<1۷11,2s21122v222'^ 2(Ⱦ22e2)2*1/12 x2 11H2 J2 {2~ +2@2+x2,52B2U2,2,00W1[s1X^0\s0r1#A11̖1&1+^1+I'1}1_1*+1*c00]'1&31`\0601l1L1R1m1)1(1U1 1'K1%71AOO1A-1Y1Y1@ƃ1@1Y501Xk1uc*1u"111th1s1h11?+1=1WV1U 1<1:1TS1Ri1r^1p͂1K<1e1n%1lo1T 10|0g10000k0f111$%F1"Dc11 1 21g0ص.0&00,0a 0h0T0C1 1&1m11Hz1L1;1^]18161P=1M414y111K,91HL"1jJG1g11'1dE1aO81u1}Bf1/31,J%1E651A1)61%1>vy1:Ӷ1]H1Z!:1yV1u,l1V91R"d1p01l.N1?71 1k~1(111x1=1$1{f1۟1<11w1ڏ1ٚ1*1$111|111r111$1]c1ۦ11M11k1$12 2 11>2 2u25122,f2,2[z22+j2*1b12 21=1f2]2I222)&2(Xe2_22& 2%L1y14E111K1;1:191K11͹1N}11 1˖1Ȩ11X1)!11711'1۫1B1N1ň18121_1111ڭ1 Y2ږ2Gx1#1Z1"1u2S\2r2#2!22 2`215p111b`1ՙ1х11v2 +dA2k2G2 222P2y2&2)2:2>'2-2/q2A_2D2P2T|2i2m2Xg2[2qO2u>22n252GB2J~u27]I29d2L2O22_32b32y(2|s2d2g\F2p 2 2222ʔ2է2D2M7222_2o242bH242;2 222Ϊ22a2ץ22.c2T$2I222w262/^272;.2<62Q(2Rl2>z2?2TDg2Uh2i42kY292;2l2n"222?92@p2VE2Vی2@T2@{2W)2W172o/2oQ2>2s2o2p2V2229L222#a2ݙ2222 2822N2"2b2_2L2g2m2%;222222c222dO2-2%2̏2ye2$$2ˮ2Y2;2222C2Ǯ2 +33 &n23_T3 V23^2"2׎2d2>22^2у23{3;3>3T3 p3M 3} 3/333'3*33^3-$c3/S39p23<3LH3P,3?](3B/3SM3V53 3"3133-3$T3%=3537Q3Dx3F3X`3[Qm3Hu3Jz[3]=3_pR2Ӳ2a22ʔ2Z2"2.2E)3cu3 O3 3 ?3 +u3 +;33G2c2մ2 222s223 3 T=3B393 i3 S3N343'l3(438&393)3)3:{3;3L3MP3ak3b3N_D3O/3c3d3*H3*3<+t32U2Tl2o2og2,242n6H2m222=\2;C2SI82Q2:`282O2MJ2k2i*23292g2e22<22I2do2A2t22K2r2Y2Pf2#2ˏ2622ʽ=2ɮ&2 02[2i21W22E2272z282c2ߣ22Υ2#2126u24U2K 2I-21J2/^<2FS2C<2c82`A2|'2y2]F2Z2vv2rM2,2)2@p2=]2&w2#2926u2V2S2o 2k#2OU2Ki2f2b2c22z 2v2&2,22S2E22 22{z2 q2-<2y22ۋ2m222|922Dz2u22222!2k]22)2ڇ22`N22߿2Xr23 3 +3(3ug3 +3 Z3P32O2ܠ`2m22ڳ;2؊2k2=3w3m33޺3>3333*43)03< J3;yu3(3(3:393O 3N3d3d?3N3L3cG3b3&3%m38z373$D=3"35{G3303K~3J3`3^3HUp3F_3\3Z2(2Ӑ2c2ꄐ222k23v33|i3f3)23 ׳3 2ʙ2Am2 222222O23 q3n2n2A333 I331E3/t3ڃ33-O3*e3D63Aݼ3Xmc3U3?W3<3S3PA3E(3^3(C3%b3/3zF3"f339=363LU3I3330X3F23B777#p7&7,7N 7*7.787=7Q-7Ur7A7Er+7Z7_`7m7 @[72w 75s7#W7%D787;gM7Iw7MMl7dnJ7h7QWA7S7kA7o7l{#7r9777w7|[77U7a7P 7570x7ak7@7q7_t7p7/x7M7n37?7777īV7{7*27(7@7>,7&7% +7;79s7XQ 7Vd7s~7p7S7QN7m\7j67"7~76737z7u70~7-.7M`7Ia7g7c˘7FU7C:l7_w7Z7 7и7ڷ7۶77(7577U7k7j7v777A3777P7&77{D+7vpX7c7z77e7777(7F97F7$/7s7ߓ7}77@7%7M8 8 q88,+8 L8 88ݳ7M7ݶU7707S77>37/8 8 388.8 u8*8^.8582K818G8G81|n80qR8Fu8E8_V8_8y8y`l8^=8]28x8w38/8.8D)8B/8-;8+v8A=@8?C8[ȿ8Za8u58si8Xgu8V8q8o7׏7ը7^777ϵ7>0788s8z8~8'8 88<87g17Q7'77ڛ7C71a778-7e8h8 -7g78 +88)8'[8=P8;H8%e-8"Q89g8668SȮ8Q8m4I8j68NK8L8f8cI8 a88328/)8~88-8*$8H8Dq8`X8\s8AVL8>+8XB 8T8qE8u8488z8s%8 888;82I8j?8K8P8888\8 +8 8y8,88H8nm8n8p8}8K:88 +8w8_M8 888Cj8ǔ8ۂ8b88n9j 9P8{89C9 +M8q8G848䊿8tl8фJ888Rj8W9 w999%9le98888)88k88e8s8 888 8+|888b88g88I8"U8n8#8 8lI8ל8eW8>88¸8°88Ԣ;8ů8y8W88 +8u8ZQ919K99499998D88p8*8[Q8H8S8I99c9b9999929f 99#9%r9:99(9+4$95F_98_9I@9Ld9;9>P19PG9S_M93909-9/99!F91W93D@9A?9C)9V w9X29E(9G 9Z9]$9_=w9cW9w9|G9g9j9HL99MY99599Q9&99X9mZ9pH{9n$99r9t99999"99Q9\~9'99"u9#947959$9%h96F979H9J(C9^M9`49K29Lq9aHi9bz9&9&V98o989&9&m98=989LO9M)9c1a9cS9MLp9M 9c9c 9v9xC9799y9{ +N9{9B9A#9:z9%O9T99ý9098T9{9|4A999|t:9|9n99+w9e9Q999X99M8&88e88.8m8i85 8s88\88A8 8$8 8y8G!8MG8?8 I884h8b88888uo8Y888ƃ8^8%88d8վ08H89G/9 9[99Q9X9c98F8ҥ8888Nd8?88怩999e9r9 9_9N9Ӊ8K8x8p888~`8 888@&8~88 +8,83e88zX!8u@8/88qs8m]*8 +8:v889}888ّ8888>D8ʔ8(8v888޺,8۟-8'8n9 g9 8Q8x9 9}88|8o8x8S8V488̠=8108L9V9 +8B8!F9g8p9&'@9%98w979$9$g97969LҞ9L-9c#9b^9K;9J9n9a"39`!9#9!9493Q9 H991!90fS9H9G\19^v9]-9EI9C9[9Y9{t9zD9}h99yXn9x19R9W999\999o9 99v9t999r9pR9M99u9 +S99I929;&9r9999.9,99m9)9'J]9AN9?"9VB9T9-#.--vm--z. {-cQ-S-т-.r.r. {.$q.[.(6..9G3.Ck4.b{o.WA<.y@./s.Kh.@.`.mi.k..H-).-6D.../.5D.*m.Gy.^.3k....;.[Ϛ.M[.r}.T.wS.iש....3.S.f.c..u.H.3.Gl.+.*D.3...Z.D.[.fR.s.. .CQ.׀.'./ +-..߻/a/G///b//z/*/C'/Z/%!j/e/7q/=/X/R//q:..j..//[//*4I.O/ //c/#'H/.x.&.=...U.pQ.1.b.cs.Ѫ/ /..@.ś./i /;/t/-'.pC..}..W.w|.i+..5.).O.W.y..律/"./ ob/5/y/#/?1/5}/T//,x/$/?0 +/`'//x_/=// /,/˜//:/\/nO//׀///~//Ï0tR0K!0v0a0*o/0R0 00$20<06,0P/HN/d#'/^/}B/m//R//w/A////: //‚/Q//Ek/m0M0#rr0Ӛ05%090S%0Nr0i0Bq~0[0Wv0s0w00q000o/0/0}0<0000C0/0H0BҔ0^*i0dN00|0uK0W0u+0nH0q000 0i0ʜ0i0~B0C0-0Һ0/.0@E0 000Ǎ0য়0110c1~00ʅ00d0Ŀ0̶0Y000W0\00*1Is1310u1h1T1j]11(1(=L1::11'~1'=1:-1:1N1N1esf0ɫ1ȗ1 11 1&1$17\11"j1 ?|1315M1KZZ1I+1`ő19?1N91M 1dC1e'y1~'1}11b81|y#1z11Cb111.d. .}..p// /'.9/G. /g//8/,k/LS/24/E^/h/v/u^0$/K2/r/`9/]/b/M/0;0"0030^0+00Æt00!0140{1"011%k1)1"19'12<1K11+1$x"1<1DJ1_1WT1uڹ00M00000o0GD0)0fl00m0Є0k010۫0=01 N1 R11y1-1w1H11&1*71?h11W1q'1m1E81I1111n(1111-|1y1e1i1|H1~1p1Ζ1?1ۛ1l1KX1l1Җ1<11C`1n1111k11È`1}11ڡ|121tC1s1 1;12 2 +q2 +1^2 222_2)!2'29g1H1$O1 151:Z1S1Mx1h1/1Gp1@n1Z1a171x81V1oQ151#1k111\111 +11118I1s~1H1Sw1p\\1hD11N1D1m1I1~d1X11:1&11o1ˇJ1>1k1&1h1|1'1G2a1є11嫒2Te222_2#111ұ11*22S2 j1D2p1W2 }2w2!IY2>20:2832%2#!25l282Kz2I2_w232Gy2D2Z2]6f2t2rJU22 T2_2a2*m2-2A2>B2T2&ߍ2:26%2L%2P:2g2cĀ2}2Ws2oBJ2k122222vN22#222p2a2ca2G[2q ;ղEAA2N2=o3S13և2u@2m83W-t3'33='3~3ߑ3_344>D4@3}3<36Z44/m4c%4Pi4[1$22Э3;R3n3H3|m33Y33MW3^34445~4 +oG4=4)M4aK4xj4.4o44Kek4c[4rz4+454Ӯ4Ĉ}4'4Pi4 4yy444/a4X4 Z4/44x"4R4^5S554 555*5152ƀ5@m5i5ZmU5#5%!5K5<5fx5wd5=5 5<5*-5M5A=5i5v5 5+5k5[l55xi55=5, 55ҤI55͍5įm5| 5F6 Z>646,5ݾ'6%5W6 6-+61y6*H6Eu5m5~955D5Q5 5A6Vs5 5Յ+5n5566GE6'Ȼ6 6$x666d6>6[E6S)6sk602M6KZ6C6bL6k^666`5u^5555N5o5a555j5ee5У[595 5̑6 s5߅6 5O666'Y6&i6;p6m6$6 67[69&6R[6Oư6j55j5#6966v6 61r6,06)p66(6-l:6E)6A6\#64ai6LP6I:6e6h+6]6e6SW6`66zͨ66Y6e6V66<6Tܰ6S6nf6n6A6/6r6mX6&6666C6P6y6|6a6&6F~65f66-%6|6׶6o6ҽ66&7K7#d756"66^B6%a66a6׮6;6d +6&6ԭy6Ґl6탔67JT7wT76;7s77w77$7%]j76վ7E7%N7%k577=77~37J:7KK7aE6#6< 666Qr6Wn6u"[6od6I6KH6i46b6J616L{6s6J6'666O6@D666Z6M6ɧg666$6䭤76 +76| 6Q6v6޹6l6y~666O6666q6gG656 776ۖD667 +|7 7 7].7.-7977 7(7+a7@7<7Tr[6>7X777B7$ڶ7#765v77"Z7΢731747IoJ7G7^77@7KB7Je77a~Z7a7y7y)747`u7y_7x77F_7,7N771F7E7C57Z~7\7vz7t7_7W{7q7mf7l7+h7[7h7 +7F7(7H7X +7^7Ra7F7K<7 7%k7@7˸7̭>777i,4;44c4 5 q5-5´5EF4 55C:5&45535_{u5M5}5UR55r25P5C55 55:5[555ǧn5&|5&6}5\5=i5+5V 5iGJ5,555C5r5]$55xi55855l5q5Ï55b6˛6 &6(Z5s6j'5M66 +6;n6136O5)R6<56Y6<6:62e6O"R66)dN6ص6<6FW6g6[6ϒ6Xא6{a6p-6Ґ668;6T6%6 6t6&6L,6*t6/t6ʭ6館626QR6F6g6saS66X6M6[66sA`6|6v6=16s6>Z6Ou6866,676@7C6 66 7="7 dr7aV7&7, 5zk5&{5Q5dw5A55j6Fg5l5s5T-56q5A6{66!^6 +.6&667{6DO6g6Y66vh6-'J6L;C6@F6b6pw6665ɋ1556 +9663+^6& 6F}5606'6,ː69j6\h6MI6s6T6z6kP6;H6R6F6&66666b6~6rz6̶6 6L606<6Ә6I6ڌ66 6z6Ųl66!6敬776#5767w7 7j7&7= /76ry7P #7M7/}_7([7@7HH:7d7[\7z6>6x677 hp7!771?"6%77 7! 7)7Bfz7927TL78h7S7J7hSd7q7k777^7~ 7tW77ZB77ĺ7W6<6;667a77 /7 2607 +77(7)-771 ^7,7B7$79L747L17P7jZ7e7%7Ge7a7[-7w=7}W474%7j7/7^7&7"?78.7=Xr7Ve7Px7kW72Q7I7Cŗ7^^7e^p7|7{@7:7qw7e7P777x7mq7I:7+7 7 7"7 7Κ 7:g7⿝77̃77Ck73\77Q7>737F7I777D7i>797TW7]7k:778 8 9z8k7,8k8S88 48'>8&&188Hh77_777&848b*8ř7<#8,,78 8G8!>8808n8$8#.85c 87 f8Kb8I$8_$K83#~8G8Dr8[8]E8t8r8nX7W7tlC7lq17_K7o8777>`77>7D77C77477N7Ŏ7@7I 7ݣQ77 87Zh7>7c8o8QR8(88#ם777؟7e7zo7x777p77D57狅788Q878r8 +W88 838/v8Dn88+-8&_8;q8@Ta8W۔8Ro8l8 Q8x8ê8+48.8A8>h8U8'xq8;878M'8Q8jOR8e8Yt8X{8pR8m8٪8*8D8b8P8e8~.8n88 88]\8L8I8a8\Һ8v +8|8&8%88q8E8V8/^8{8'888f80m8888bs8p8)8W8eF8O8P8h9J8-9 S20$00vi0H0Wr0ҡF0ղ0B0ƨ0B%0H0%U0|v1H11i0^01Ko1 1 2{1P11*'O1Op1a1 101-1= 1A;1S%05s1Y1d1[1.K1#(1%151*1&r1'zZ19171J)1L"1`Ƥ13[1Dٝ1G1[31W1l1p21h:1^;1s91w1o112111&qg15_19m1J1E;1W1])1p_1O1bz1gr1|_1vן1[111j`f1~112K1"11MU1F*1[1O18114~1|1!1&111b11Y111111E{1c111ΰ111 +1#P1 1o11N1w2 [1൮1 s122e72/2v2vK1:1M1N1dB1b˗1y1{1F1e&1}71~v1W~1q1$1ʘ1kn1@611\1/111(1Z11mz1Kz1}1 1-h11-1p1p1e11o1b11ָ1.1:1A1-111翠11g11{#1x162D2 ؑ21Y2 "2 122\2&%2(Cy27V1211ׯ11b\12 2 g12V2l2]2*2G22-…2 +c22ϻ2'2#U212502DaO2*29#02<82M g2H=2YL2^kn2q + +2 2"I2$23|#20H2@O2C{2T925i2FW12HZ2Z 2X2jE2n{22Qy2b2g2z2vQ2Z22o]2W222j2O2݂22•1-1{1*;1Z11l11q1/\1ƕ1o111w;22l1Q1b1K2)2em2 +0P2s2d2 ^2T22%_2 2,R222@%1#(232 ª29222#|202k2(*2,;2:V25B2D[2I2Z'2+828 2>P2Mw2F2V +2]T2n42S2du2kh2}̯2v-2lQ2#2d22v2&22_2+`(27͋2?x2MZ29N:2Gi2N2]2UI2e02nF22Df2R2\ 2k2a2q'h2|2b2u2vK222 +2>2j2[(2f(2wC222F2M2322a22%22\72N22м2h2W2`2V2v2'D22 22ʲ2чE2H2Q2\222?2Ok]2Tz2f:2`752r(2x^2HV2k2~2}2(2A2G2_2o222f20622=262O22 2i2212c2b2ޮX2a2,[22:22;2)252M22“2؛2r2)22cO2Q2Ԋ22g2"2<23z2e33i3 +J3 3 33%222 +2ь2ʾ2+22~232\2@,3OQ233 d3x28233 v3k3 33?3!3lY3`3'3!-3+G313<3/3 3I3<33!3'z32eU3 3, 30Ӊ3=,n373D43J_3W~3,373>+S3Jf'3C3O73W3d23Q3^[{3evy3s3l*E3zr3}3A1111/1B1а2 •2 C2:1m2 2 2O2u{2+ +2++22y22v,2%2L22A2qa2[22222c2]2q2tC2&o2C22Z222R2 2`^2j2t2t22v22U2922=2ɥ2p2x22Ϙ22m]292V3 2ȥ2qJ2220a22>,22[2^2h22?2023 22L2B3_3d3 +3μ3 3 33 h3#D3!3/131?3?2aB2xy2v~2522vs22U2F2222Q2D222ŕh2%2-2 2H2 2c222"222`2w3313 S2 2202Q2ĤW2H22΢222g@2y:2s2XT3t23 2#33!3 323 P3]n3&M3(C3 33<3&w3'36363F'2@343VJ3 3 "3G}3<3&h3 `)33Hm3'ڇ3'I3536W3Ex3%933*34r=3Ca3A3Q.3S= 3d 3D=3T3V93g3fP3xBu3z:733(36k36B3Fu3Fqd3W!3W3i3F3W3Wl3i\3i3}`3}|30&3h3{]3|383޼3t3V\3 333H3 3D333$2B2A2)3L~2933 +3|33 4J3Q3*3n3$K3'c34L3Z3w"3 Y3-J3)'35mY39K3G-303=a3A3P<3K*3Z[3_G3o R33*?3,3:37#3E@3H83X-`3=23L3N 3^3[F3l03o3E3T[^3cG3h73y3t;*33c33}33?q3 3~33{3R3BH3O3U*_3cȔ3]3l]A3s3t3i3yob33b33]3]O3|3{k333A33@33E$3y3%3g3u3r3^e33Ü3=33V<3qa33ɽ3333p33r3Ny3"13̼3فB3J23,53EU3 3n'3 3433g3%3濞3v+3A34Qm43a`3sM3uڼ3T3q3]3@33633N3C3433-3v3u353Y34^3e3j3F33=3'3G33*^335333r3Ȝ3}3333Y33j3ǛM3D3ʚ33屾33в3o393(3'N3b4c4 A3"4,4s4 Yb4 +44U4]3Q333 3P.3333334c44 +64 94Y3\_4'4l44 5V4`4v4 Oo4 4_m44'n4$74-Ub41ei4;04&/404V44~4!ɕ4$4.4]x4'2N4)|44A41i@4<4>s4JL~4+U455484CWz4?g4I4NF64Y4F4RS4V `4b/4^4jC4n4{67!7!777ɷ77/ 7'7"M 7#?73ޱ72h$7C7F7Yk7,7=7@7SM7Ow 7cM7fp7|7V7keb7n\7477F7sN7=75r7H=7I7^X7\ 7r7uDs77`7w7xk7-7C/7Q7"77)7D7z7W77777~7:N7]7N37H7Î7՟7؉7i7vf7J777V777>7RP77V57-O7 7Ć777ڔI7'77k7ϒk77n77)37q7287F 8768ͻ8 c87 7ng7ѳK7l7w77\80778R8 ~&8 8M88&u8i8$.88UJ88'8,p8;h8"K80*848D8?8P8U.G8g#y777|7P777@77ʈG747)77P777EP77ȝ7ۛ7778/[8 8y78[8NL8H8v8!oV8#J82SK7\7T7"7g78 -8 /87 +s8 +8 +888'E8'188}88$8&B86m84ik8E18GY8Z_878J,8K:!8^!8\48qO8sE8% 8688.8-R8)89u8<8M&8/є8?8B8TQ8QD8c^8g48|)8I 8Z);8^8r 8l]88h(8d8v88T80888c8U8Wq8k8n8N8Nh8 8#8H8Ȝ888ɤ88V888b8L86888B8g8Q^88)8Ͱ8o8یc88}f9777288F8 B888%l8 +88#80 8+~H89o(8> 8N]"8 8-82?8@58:o@8HN8O8` ~8GĻ8W*8^V8p78hY8y8t8858Du8J8['8T +8e8m8'8ah8s08zm8b88W8>8A8xTO88x88&8L8Ԟ8:^88{8h88!8jI8 88W!8giJ8p+8X8x88%88783s8 8X?8q8}V8n{888 V888 8s>8.888A[8Y8485y8T 8䔋8q8T8?8P8b8p8b88 8}S8\f8c8P,8\99g9;f88;F89³8m9&9 99 +939q(9$3_99(R9/9:8D +88BV8?82#8?8c8y88I]888ȍ8888;U8{8Ғ8R8d8@89sO8Q<8Z9X9 9*9" 9K9#h8^8㌏88 8?99xV99\9 (9e9w9\T9#9'<94b9[9'9F9,9( .94K9:(9H0909>H9C~9RN9M9]7<9b9sÀ99 +6*9W99p9S9$909z9*Y9/9<96F9C9JS09Xw9*a-96Z9=9I9Bmd9NB9Wf}9e'9Q9^/9gzp9v9n:59}9A99B9Q9V 9f?9_l9o@9vͮ99m,9~99Q9}9f99Q'9C9,99O9x9|9/99)m9 9Τ9'999;98g8( -8'89898L[8Lr8a`89_18L8L'8aA08a8x#8xI88`bj8u+48v88h8P88*88vH81W888;8y8k8`k8w8v8)88U8~8|S8888a8J8r888f888Ƿ.8ƥ8888T8ۻ]8n8Q8y.9YA999I888H888Z8Sd8/88ë8=8ם8 88r9p9 8G8s89L99/9K9 dB9 +949K9%o9#1Z91G93q9CL899699 99ll9)9U999,v9+,9:99< z9L9'=96E989H9FE9Vݴ9Z29l9J9\9^/9q9oJ99 +E9)8ŗ88x8G8?\88;8(88 8װF8&8Կ9L9B9~8z9@]95 99Ѧ9F99.F9i9?\99.9.Ĝ9>n9>9P8I9u99߽9P9_99-C9 H9[99*v9,9<9;9M9. U9>9=h9P9Pp9d9ct9x'19O +9b9a+9v~9w[9G9p9 9-K9=vl9>@9O9Nl9`39ax9u9Pb@9c +9c9x9w9d19p9W9t59i9v99sX9C99U99%9_99N99]99m9xQ59i9{!99AY96=9l99r9Q9C9$%9H99"=99m9U9T9˂9z99>9g9a$9.99(9j[:#,:: 9#9*9.Ub9<98`9G69Kv9\:9@`%9P$n9S9e79``9rV9w@9T9W9h9m9=z9y99B*9*99999w94d9[N999i9{39<9Ac9 994?9L9Ww9G9b9R9Xy9U9m9Y99p9Y9s9h9:9t9a 9I9ʜ9Θ9x9ٙ_9̀9[99 +9$9G9T99>9(9*9l9#99%9Ƶ9L9k9N9w9Ǧ9̈́9tP9!%991)9h9hq99:/9[:,: +:Z`99޴T9g99ȥ9)V:: +09Y:#:P:ׄ: 5:7:d:$>:q:52:L::r : :%ol:/^?: 80:*<:.aV:9 1:4?:>ͳ:D):O^9K9979Œ9C)90909d9X9_9Y99猥99o:z9L799r::: +R: (8:: :/A::k:?:#wg:& ::19 9f:G: :3:y:t:: +h:~:}:!$: 7:,A:-::GI:x:(R:*p:64:4:@h:C':P:8|;:EM:GY$:UO:SC:aI:d):s::7: |:+z5:'I:2O:6-r:B:.::3:=E:I:E:R:Vi8:dN:=:I:M=:Y:U#:aa:f:t|:_j:l:q::zx:7::8:M:Z!:]<:l4:h:v:{':&:o::>:y:֐:::S::e::w :x>::o::Zl: :E::O::U :/}0I/<00S0<000OZ0 +%0$T0 +t05<0B0d0U40{0\?0l,0s0w0#0A0]000000 00P70S0(}0G0:(0\,0k0"0ɴ00M/0r0b 000й07H0(0xn00a00NS10-[1 80Ă0nP0\011k1?1*l0Q00i1211E@1 Q1,e01Q11߅1$:1=141P 14i1N1FP1c1l1݄1C11Y 1y 1n&11C111p11,3g1#1<1FzL1d,R1Y1z!=13x1O6\1DՃ1c%1n1 91h1H1c1a1Z1%11r1Z1n1J1u@101`1̢|1z1ր10x0H0 +000;0q00̪0C0ݼ0g0J0%01^20E21 +Z1F1 +1 1:10y1L11&"1<161A|O1`#}1T 1u0[0ֱ30g0Z0 1qB1 +Gv1!0#1i=0R1 111K~1&Vc1BI71, +1H,1Y2UZ2P[2i1u1e+122 2o2Ӛ2.2#22m2#2)/N2>ء28Ȋ2P^2412J~2D2]&2c=2~2x22V?2qhq2j~22]A2Y2F232Gu2_?}2Zo@2t2yy2B22g2n\2FX2X2W22Kj2&2\2 ++2/26!2292,j2Ά(2o;22ˌ2C22[22X3/2I22>212$2ijG2ߴ2$>2K2{22<22Q2b2 F20Y2l2)33}3|3v3rT283 3 133?3(V3%35Ц2f22 +2,I2BY2Ij2cb`2\2x.2< ;2T2M92g2p 220 2ҩ2M2@2i2t22/2I2[2e+22222,2ю2˼22_b2|2s2(2]2l]2422222;2ɯ2Or22ƥ2=2ž22e2 2K232͖f2x2:2Έ2?3 &3L32l2ܐ:2+2*2D3I +36O3l2ǃ2?2B)3 3 $@3j33&3M3"33.}32iw3C3?3R'3*q3;37K3I!3M3a83\dw3q)333n33"F32-3.,3?>3~3)<3$3439k3LM&3F|3Y3DM:3WGz3Q<3f3kÜ33{Ի33`3u?3n3p3K3313/1171*1*>16O1TF1G,1h}11;71.D1Lm1Z:1~/1oeu1t,1w1T117w1p1.O11161T11R1ƵU1.1_11?R1`Sf1Qʤ1uz 11x15c1(1e61?1{8r11111Ƽ#1 11[ 1;1ʯ2f,2's2c1O1#C1R2n2 2" m2y201U>1D12 +}2f2&$22522Jw22$2-4V2E;2<2WnY2=2X62O2kv2u,22{2l2am2&p2u^22)2Y2J2|2232*2C2M2j}y2_2z'2:2U2J~2bÈ2na202}212232N22V2H2nQ2ۼ2:22p22N22È2+J1\(1d=1#11C1111Z1[1EC1 1к+1l2p12 122222'/2@*262L 21r2,"2"}26o22A#2XiG2L2e +1Å11P1722D2M2g2!+12>122"2* 2 h24J2,2@25ǒ2K2X@%2q2d7262?2VU2Ir2b-2pm2Z2|ܲ28:2WT2p2d2292;252#2r(2M222S2J22N22l32T2=Z2#12222.2QV2:2Ť(2۔2,,3(2326D2i22 252AA22 2e2.22j2$2e2V221p2.}2^2313 3o3I22 M23Q3 I3Y3P3#i22r22{!2Q2Ԕ"2Z22N22'52n2ژ25O2!3&23G2q 3 33{3y3)933?33x(3#c34 3-3?F2q2߉2+R2b2p3 313x2Q223i3 p3#3G3#3}3'33 31Ah38M 3J53CHD3Vp3**3;33E3FI3N3c5{3Z=3o3.3@}3:Vj3L3S\3h 3a3vL3F'3Y 3Re3g;3o 3T3}3M3~Q~3)13'V333R336|3p73Ե33 3AH33T3ŭe3_ 3t3l33Gn3~33v3y3n33f333$3K33T3,313N3'3o3܄t3Z)33H3683q3mK33C23 O3^33,3,=23$353 3F3m3%/o3-an3?Gp36a3I3=3Q=3H>X3\x3f1]3|x3rp3"~3R3g3]^3s3~d34343-33-3$363?)3S%3Hq3]Xg3,x3>34x3G3R_3g'3[3r03hu)33s_33_3x3303~3 _3*H3EY33}$3{p3ߊ3b33 E33333c3v33n3M3n333ҕ3ـ303s33Pw4C3%24m3?k33^3]44 4A4$3333-33p33q3~33s3ҁ3u3y333l43Cc4Ӂ444ٛ4!444_44E4(c4!4/6C6?616T",6d36l6|,6(6D6j|6Y 6F666E+6-66G6^6ԿJ676b67&66K6J7Ht7 7<7LK7.6qd86B66b66)O6V66666-66հ6-6B7 67v7ժ7Z7%7?]757R77+~S7" 7< s7F7f7Y7|^7Gd717(7B%m7Km=7j7_6&7((78t67T7I7iG7tm7K-7=^717,77N7_7x7B7ԏ7}R7w7/7<7ϲ77\7e 8 +7]7|7s.e777I7$7m7K1777f/7Q7O77?7S7@7b7nE7|8 8n8C78d7^n8~,88(ԓ8"x:88p'6066r6$(7~u7O.7&7&6)767P7767+7H/717Nr7B +7b~G7n07/ 7h77T˗7w@<7iQ7U7a*77W77 B=7 7707<7ZW7NG7p7%p7A2!74@7S)7ax77v7#7t77F7s_7]7Q7r)7ֲ77Ձ777-.7ꖥ7f7R7߮7I7r7`7I7E7[8|77{7 7778J8qn8 +88T8oF8*m81e{8I8Ao[8\1 8#j8:O+82l8KK8SmT8p8g8Q787]8 }J8 8*u+8"78:?"8ӽ88V8(81V08K(8A,8]N8B/8]8T8qk8|\8k8|81 8g 88|P8æ8X86887ߊF7q78 +8B8!ޠ881389888%8+?8A^8<S8S86N_8MI8Gn8`"8f\W8c8|88Zk8u8n88=x88G8+8 v85=8/:,8F98MR8g8`8}8?K8YT8Q8mR8t888w8k888d8'88p68W8ʼn88<8z8I98G8ֶ8,8Ն8|a8~x898:$8 88!88D88ӾH8ؘ88g988z89r9 +w*9)39b9&9B999"q9$yj95e9929Dê8P8n{8^89G9u9 Ih9&|89 +$v9999)89%}96}9Z909, 9>x9B9U{i9R 9f9;f9N29I9^c9b9yCT9t98d8|8y?8cT8`8Q8Ǒ8hv8X8O888?8V8lZ8,888Ke8F689u_9:9G8n8څ8 9;9 +en9Y99%08688 8|8ϻ88A8i88о8A8899d9Y9099 Y.99 P919,9?[99'_9!l93F99C9L9Fo9[wc99!99.929Eb9A=9U 9*9<-x9769JR9OQ9e9_Ph9ve\9Z<9p9k_9X"99>999|F9<939Y9z9:k9\9j9D9Y9ShC9i\O9p9+99h9bq@9ya9r999N9M9 9\9<9&99g9i99Q_9n999[9g9=99c7E7gif7X,7}7j777[z7m7w77.q7~77l7r777 7@7D78 8?<8@B77>57HP888&^8A85487K77 +777E7"7 747ĉ7X7V7E8D7I8!88۸8 S8"j>8+n8E88;8WY]880 8&8@8L~8kV8^P8 -8 8808/+8I8c8SJ8q08e)8~8>8[198P8o5S8{;8N88Ym88C8xt8{88ʷl8~c8ٓ-8ڶ8p8c8Ǯ8/8?F8618E8b^8{z8w~8C8C88.8+8{8p8b8 888r8r8΋8ԙ8ˢ8 89m8n9 Cb8ت8*8'99}9[I9`9L7ȿh7778<8388+78 C8'38um8!!8;Pt8/@8K868R8F18eS8rJ=88 8"8X8y28k848^88f8`8 8%8%83b8?dh8]8Pz8kG8(8C878N +8\8w8hO88yk,8:n83888E8ʪ8,8V8@8P8`8E8ÊR8e8:8E=8F 8 +888J8J88F88N8H888w8$8{ 9ׯ89I99 %9 9(9 x92I9 999 9)z9@Y:5:F:>:O:XP:k:b:vs:F:X:Or:biW:l:L:v}:2#22 3 ;3 +3b3dg3$3U3433!3"32*30@23@3%35 33ů3D/3EOs3Vm3U=3hJ3B3T3R/3eE3fݚ3z3y-3\^3/3. 3+3;3>_J3O3MQ3` 38a3J`D3G3Y3]B3q<3mP3U3b3vB3tN&3C3GK3Щ33ڡ3hs33)R3~3O3}333iI3}3|Dv3Ȥ3V3W3a3-$3233ڿ3333 3F3C33i3w3IY3m3L33l33Ȥ3/e3O33螒3V339333)3Y393ַ33~3ù;3Ӫ3b3?3䚇33ק 3C=3x33T34,443v4.44E4~44~,4$z3V +3i3e3zW3Q63!Z33[3v<*3j3˜3}333t33k332k33s33?3(33~,3c3Pk3"3I3=3"33͆323?03%3E3O3SR3U33rF3V43$33R3:3?_3ũ3r3Ҋ3S3[D3o3L\4{3b3344l44  4U3ё3⋐33$30444 '3H34;3)4 4 h4244Z4 444":4#4/C4.(4;!4!4-4,H484:j4Go4FbV4T044@4L444*44(444x4%4"4/42U.4?4= +;4KWm47T4D4Be4P+4R4a4_4o4N5&4]U4Zv!4jl4mI4~4{A$4|3Y3m33p34|4H4(3V44!L4b4M4=744$|4 44Rg4"4!44+{4-,48JI4#W4.4/4;<49.4E4Gb4TC4s464C4%74%40T404<4%40404<4=4I4I4W4<04H4Il4V-4U4c 4dn`4rq4WR4eam4e4t4t 447!4WG46P\4A4Cލ4O`4MH4Yj4\jq4ia4R,4_ 4a?d4nK4la`4z74}244e4r4v4T4-#44|4v4D444~4LG4(4"44q44t4m4q4MI4l444&444{4_A44"84n4r4i44}4iW44bh4 4 44444`b4x44_4c4!4%44Q 4U4϶4+4h4J4.z4ÿK4qI44u4xC4h4$f4+444yL4*4fQ55554-44բ404 4w=44CN4 +44O4j45A5Ө5 2&4tg55|5 +5 55#5^\5 65z5L5W5,_5"k5"B5+3f333H3>-33s33ne3M3:3 3r74v34/4 3W44M44W4f44)4 e4c4b4!4%}424.4<3e{31834[41L44 }4b34 N4S4n44!u44)44*4&r43*48?4F4B4Q\%4.ƿ44V44? +4m1*4E4yg4D45`4T44(4 4X4t?484*44444Li4ł4E4-444M4 444-4$425a4,4:j4r4&4 4.444C4=4LX4@4PY4J_4Z[Z4`4rzu4kU4~K4S4d4]Bh4n4vi4A4ޙ4W4(,W46a4/g4>[4E4U:4N(4_47 4Fmd4>4N4V4hca4_a4q%4g4yz94q44 4 4Cg44{4|44Z44L4444v(44e444n4n4 24Ҭ4t4x4:>4Hb444J44Ƅ4¤4F4ԧ414q4m4m4b4\f4َ4j444d444t44e444&47444&4 b424O44ٌ4 +4m444r4-45{45k4W4<4K585585<44O4|A4S44j44–=4;4m4?2464S444*4<4Г444q4b4044%4ɭ4q4g45g5l5 1y4`494 n41M4: 44V4gP44ܑ4ɰ4044<4G54bO53l4z5555,Z5$5V5P5 ,5 H5K5555&3V455"G5 +35 55g5Ŏ5 +5j5D5q5\5"c5"V5+U55#'T5#45+5+D54w545>65+5454 5>95>[15HI5H5RK55!m5 5n5)jZ5*,53P52j5u5B;5N 5Ju5Vg5;M5FB5BI5N'05Rr5^ڐ5Z5gcD585B5@KR5KE5Mq5X5V25bo5Hp5T+S5QL5]7t5`o5lPs5i5v]!5dg5ps5n5{/5|555l5y5#5@555Ŷ555Z@5fg5bҤ5o5sB@5H5}5t5k5y"5t5S55855^5*(5D5 555"55t+55555455ܔ5Q69(99i97:9I9K 9_9]9r9G9[9X˥9m9p199M959u +999A9P=9899%9Y99699 9e999jh99~9`9n9Eq9@9u939C19ܐ99i99*P9;9=999Ƭ9VJ99.9 G9(o99L919a9o9ͼ:@99999̔9|9o9Z9s9ܶ9b^9qu9 :K:X: 9#:~: +: gt: 3::,:": [:?:,:#:#::/c:/:=>9::9ET: +A^: -:6:J:": V:):r:Ǐ:! !:.:,::v:":/:/$W:<:=:K&:K<:Z`:;:J|{:IY-:XU:Y-:jQO:i :{P99Aa939999999ma9ȀC9ě9 99tT9:c99(9a:sC:#y:::&:i: : Vd:Lb:L:&:$y:289:9E,9y99,::H:(9<:*q9Ϗ: ~::5:8:%::!:::,j:/F:>:;:Jl:)8:7q:3:CxA:G@:W/:S:e+:P9:+H:)b:7:9+:GV:E:U :5.\:CD:A7Z:QV:S׵:d:b$:s:W.:h8:fL:xZ:y:Ca:~:w:vA!:: :6W:X::<:O:N :_*:[@:mW:p<::'}:C:itZ:|):x::::::G:xI::0::W:p:c::h::7:}e:í.::|V:"p.:.:/{::<\:;=:H:Jr:X}X:<<:K&:Kn:ZE:Yh:h:j :zB:V:e:g:w{:u:V::G:yna:1:: :`:n::ה:Z:j`:j:|R{:{U:s:::|::ݠ:4:::+:s: :`:N::Y:k:::C::.:w:~: :țK:Ղ4:,:/:̝:F:/k::Z:y::::::1::Ι:K:5:5G:m:{:p:CF::):]:ڪJ:XN:(Z:3|:zt;N:KV::ƍ:BF:3:F_:ߡ:얣:t::^5:::K:`;xS:e$:Ϛ:o;`l;x; 1; ;u1;; ];m;/;-;l$;n;(:D:n3:G::X*:D:Y::5:t:Z:b:,::>:խu:O:6:Fg:֠0:R:_:]::֎:*:䲐:?:p;DA;Iw; m:x::ŋ:ӱt:Ջ:b:yH:Mo::_:::::"[; :;%;; ; ;q;";8f;s;m; ;;h;$9;#fc;-v:T;y;e;;BI;Y@;X;z; k;Ӓ;`2;;_?;#G;#3;-;)#; ;" b;+;);2;4;>;, ;6C;7;At;?;Jto;K;WU;W~;$LK;$Yx;.Z;- ;8o;8X;Ce;.;8y;8;C:;C;N;N];Z;Bz;MP;N ;Y;X;d# ;e;qw@;Z;fķ;gN1;sY;rc;x;^;":߿:=a:p:ڎ:!r:0 v:+ ::::&:"N:0:5ˠ:E:@E:QC:?,3:O:J:[:a$:s:nBZ::V:hO:cw:vK;:|:֊:W:s:+:;{}:5:En=:KO:\:V:i':?:P@:I:[/:b:v:nsF:i+:o :a:}э:m::(:)::]K::D: :b:I:::o:ؑ:_:~m:`l:6:Y:":7: ::5N:e:T:"%::\::D:::mS::K:Ɲ3:V::9:X:r:e;N:n::~::C:͸J:^:ؙ:n:t#::΢*:p:C:A:::e:::;X6;V;:I;F;~; ; ;;;2:TQ:f:_=:r:z:l:::i":~X:uYb:,-:'s::E:U:D:: :::y::Õ^:S5:Ȼ:~:::;:ƅ:}x:Q:I::K:C:`:: :׷:::j:5:ѱ::˔::[:%:Z9:ύ&::ث:::L:o5:٪?:::W:A:V:&T:[::o}:0:5;{: :T:2: ; ; Ԧ;;;7;U; d;_;D;%;";-;;;;%R;*;5|;1g;=:~&;):h;;; P;$;7&;;,s; ;;(P;i;";\r;);!)z;,p;(@l;4+;9j;F6W;@;NoD;/f;;@;6<|;C|{;H;W0q;Pm;_CP:,R::;;;D; _;S;7; +; +p5;;T;;C;(;;"t;!I;+;,F;8;6a;Ax;*;5q4;3[r;>Z;@g ;Lc-;J;W;%;;[;#};&W;1Y;.c;:nw;!#;,D;)G;4f;8;DO;@;Mx;; b;};;;N;y;^;@;|;R7;};#;Ɇ;;Ҋ;ݒ0;7;;?F;O+; ;mA;冚;});;;_y;;m;̑;+;*;S;n;;\;у;݀;j;(d;?;g;ƚ;0;;|;D<;;6;V;6<<W<< 2Q2422 2O2^22202|2O>2a2",22]2rB2U22?222ӥ2W%2kL2k22222%2I3e242ҭ22y2ߏ22372H3x33@V3 :T3633 ~2{E3>3 +f3b3 k@3;3?3"H3kB3!U3)zf323*q33=3<13E*2%2֙2h2BN2C22g3233 \`3M3 +b3(3[3 m2 333 33 >]3$3Km33P3'3/ +93%_3+36c=3=ď3:3!3*ya32Ϊ3)o31fc3;Dd3CI3<33EQ43O3Y{3N3W3c23mҺ39Q3AN3L3U<;3IX3Qk3^3fو3agx3j3x(3J)3t3~/3n3:3D3I3$έ3. 3'31(W38!3CM35S3@r3H3S3KX3W3`}3lt3:C3E I3N3Y3OW3YS3dD"3o3bY3n3y93&33z3333\3h3q%3{3v 3ؔ3 ,3m332]3E33i3 33`33333/33'33CS333k3CE3H3~3Ϟ 3d3om$3{h33zuJ33333333!$3.3r3&3s@3!333I3c3L&33sF303:33333P3"3$3:3533cm3Ƣ3'3(33EQ33h3U333MG3E3׿3fu3FF3Lo3)33;3 +443x44 +433~R3!v3'3j3"3-ǯ3332g39F3E)3L3@3F3SS3[@=3(<3-393?B33#38w3E3K13M[U3S>3b3iw3Zj3`V3pʼ3we3Y3a3o3x3i3q73 3r33h3 a3M3Y3N333y33]333eq3 33 3V3a3(3Pb3333=3B3Qtx3W +V3G3L3\z3aV3g +D3m%X3~p33s3x333QA3U3fn3k3Z +3^#3pt3tb3~l383&33t3n3r3t33Ò33;3N33Y3A3E33Z3z(3Ͽ33)3ǂ 33?3I33Â3My3533C 3Ւ33̔33?3ij3+3סR3O3 3333g3:^3d33V3ѳ3533]3i3`33w3ǀ3͉p3K3el3{Q3R%3o3]33 3u3343R3T3q4X3L364"4 +644 c44444*4$444d\4v44 +34 444U4m4)24.)4$]4(4247 3˧3ș3 3v3D3ڜ3 3N33X4Z43g44 43G33bG3C3N3' 3 404 +4B4^4t4 +F4 64454P4.Q44"*4%4X4&x"4*#4-41DL44;#42J49B4B %4I24& 4-K44"4;K44B4< "4C94K4C474KB4SK4\_i4T)e4\Ř4e4nҿ4C4K4S`4\4RA4Z4d$4lG4er4n,4x)44vM44|44434$84) +42~4-45J4;:04D846~4@^54EE4O4JC4Tg4ZB24e#4>ؐ4H4NN4X'64QUe4Z 4b/^4lcB4^'4iW4pC4{4tg44 +4x4T4_ء4e#4q 4k>4vM4}B44v44t4F4,c4ݿ4D4m4l44E444s4n4.444n43Z44>4D4X4du4n94v44x4 4Q4H444o4{N4n4/M4M444l4@4L4,4?J44{4444:44:44ƅ4g444B4pR4 F444W44[4K4F4m4RK4k44i444`y4!4U4Вd4Ơ4|54(_4ߔM444F44@4":4'40u46o4-?x424<`4BF4?R4F14P4W4L:4R4^4d484=n4H@4M4By4G4S4Y 4YK4_^4k34ro4eQ4k4y44a4i,d4tio4|4p4x4J4K 4: +44k4m44>4J4R4m4W#4@4)4n4k4x444444 4޽4.444L44QM4^4c4V4[:$4i4n4q4wR444|4+/44(4_`4dG4rd4w/4h 4l 34| 4%4 +4M4֙4G444(Q44434~4=4u4=444441a4a44F4uF4i444P4z4h4+4\4e414;F4:m4444k4/4P4^4r44eD4b4G-44Y4-44 4L4r4ĺY4̈́4Ӱ4Q414&4.$444V4g4lx4 X444 +4Ֆ4q4Dz4u4ϔ4G4Q4&~4'44J4`4C45=5X4j5O5nS5 |.444d'5)4?47 555r5 +55wm53[5ʣ5` 57|4Sk44^46L474xy4G44[44V44ꠙ4{4\5ѝ4Ҕb4ֈ4=4,84R494@4#4JL45^y514?05"5.!5 +m55u5 65l55 +j515 5O{55W5#A55YI5'>5*5 'Q535h5YU5Q555~5"~u5%p5.'51WV5(o=5+654u\57p,888`Z8ߌ58488P8L889A`9 +9QU9 9TU9o88<99 959 999Ϭ99%9/9&9/ߚ999B99C=9!TF9+9#|9.969AE;93-`9>p9Fh9S9I79UP9_D9mR979B49LG9WL9MU'9Xf9c9o9bJ9o59z99{909)99n99&n9/;9%9-h979@ҍ989Bu9M;9Wl9K%9U9b9m]95|`9=59I|9R]9F=O9N9\(E9e1P9_vO9i49w9?9s9~9+<9m9c9oS9{999Eq9[99N99ߏ9::6`: h:: +ˢ:a:h9F:Ȉ::R:g:J::3:::#:+:#:+%B:3:;=:':x:":): :&:0k:6v:1r:9x5:B:J::@:GN:S:Z{9W)9_9n9w9h[9p{P9v9C9q9;99>9R 99919x99r9L 9d9999GO9p9M9;9b!99S99919v99S99u9ů99˾999ț9ژ999@999999-9;99]j9-9~:w919,7:A:99xC9~o9"9e999e9.999*9 9L99rD9P9}99_9+969-9999ў99v9(99999`9@959i9^9.9:: :c::’:R:R99nk9:|9,9:]?:l(: ::n:o:Z:::"P99_:q\::B`:: ::/:_:]S:#:::):/W:: n:K:$:C:x::#z:$:*a:48::}:/:3Ȕ:?P:E :-e:3Y::=ځ:D:9&:?:K#:Rk:O:Vz:b:jd:^W:e:ru:zdH:Ev:L:X>:_3:Q%:WO:e:k:l4:s:$N::z:::U:=:J:(|Z:-:!B:$%:0d:5D:8:=]Y:J9:O:B:FBw:T}:Y0:(9:,$:8G::x a:#]:x:0:3:c:#::3,:;:C:L:C0:Lj:U:_=:Uw:_t:h{b:sd:h:s:~{::T:]+c:gW:q_:e:n}:z::}t5:D::::jb:J:":},:'|:Ǜ::::Ҽ:6:p:#::w:w:V:Ѧ:r:w:Y:::>*:v :V::::4f:T:[:::NZ:m}:z::@:]::::G:P:+::::M:;(: :.g:T::p:::h:K:q:[:::LD:ʮ:::{:o:3:-3:7:Ll::"::ǯ:[:4 :҆:L:⋐: :f:T:+T:gs:B:O::: ::";ia: ;$;;:: +:%:$y:$:ݯ:Ή :<:Tf:&:j7:N:#:^:/:է:β::ߏ}:Br:ޤ:::t::;*Y;;g;t; A;{::Bp;~;iN; ;mr; p;R; +{Z;o;U;;C;|;!w ;(%}; B;;;;;A;"n ;(;"Mv;(;.z;5i;.h;5;;?;Blf:w:::Z:=::-!:: ::tx:):‹::H!: ::@:M:):':m:?_:::s:?:r::):c::&:T:r:ˆW:y:#:$::!: +:x::١p:F:::Ĝ:d:_:R:$:՜&:¥::a::f;::W;5;::_::I:;:B:7z:4:E::D:λK:::%:ew:{:2:Ԟ:Ϸ::z:Aa:[:*(:::-: f:S\:ֱ:t:::{ :L:::::j;;y; +;{>;!j; ɒ;j;P:K :\;;0r::C;; ; ^];f;̓;+;;?;#; :: ;f;aV:t;Qy; ; ?; ;*;;;; ; ;;%&.;; +;I;0;'k;;;;v;!a;*`;;7;A>;H;O;GJ;M;V#;\X;7`|;< Y;E*;J;AFe;Fm;O;;UR;SE;Y;c.;i;_;ez;o;v};I ;;"F;&C;; v;*^P;-^;/%j;3E;<;A6;7;;d;E߅;J ;$1;'};1DZ;4,;*;-=a;8C;;!;>;C;M;Q;Fj;Ii;U;YJ;K6s;P;Z7;__;T;Y;e`;iݝ;j;p;|I;;v9;{;;;;];b|;n +;sD;f;j;w;{I;V;;t;%;;=;;93b3e3y,3}*3i3lFC3s`3.373e33[v3n3R33Y3o13qٴ3393t4444 444!6!4#<3 W34 +j4 j444 "O4D4=q44%4&414m4(NZ4)]4*I4-w4:I4= 4/s42 <4?A4A4Jԍ4M4\4_4P4S0*4b4en44j454D0'4F.4748K4G4I4U4W4hDw4j4Y4[c4l4n4r4h4?44`74ז4-4?%4}4c4*4+ǿ4@44,4-,&4)Y4Uy4@4t4\ 4=>444 4@4-D4-04I>4%4-4-4:A4;Q^4J 4L\4<-k4<Պ4M4M34\g4^!4p3Y4qv4_&H4_14rS4sf4=I}4=24N94N54=4=ll4N4Nbi4`x4`x4t[4tt4`4`R4t4tYd3|Pw3{33x^3zu|3y33$33Tb3.3n33j33Ն3w73u3B43:3s[3q"83&333 333~z3X3"@33r3H3b33~33B34323-3<3D%3@33A33|33Ƒ33u3^e3k3<3ٴ33{33E3<33膙3n3kN3T33h3ec33|3 33C333t333a3^O3x3t3Z3V3p 3l^3)33l31^3yo333B3~ 3th33G3C3 33T33ϓ/3;3q3i3,3,3ݏR3q3c3333A3ɧ338i33V333u 3e3ϲ/4m44e$444T4[v44;4[4-^4,444,'4+G{4_4=44 4yV3o4 4 2{444*;4):4Z4=4'F4&}4=4<4N!4Mf4;4:4L4K4`Ak4_4s4s94^B4]4rI4q4948[K4JX#4H46!4504GMI4E~4\Q4ZM4o4n4Y4Wv4l$e4j i334 41 3344444ٴ4$dM4";4144 4p33f4 43u3d3`-34}4 Ϡ4174y4 +4#4V443ZH41Z4C4AX\4/34,<4?4<}4T{4R4g4e1a4P4Mb_4bx4_q4*v4'49A47L4%3!4"c44-41"4J4G4\x4Y6)4DY4A ]4U4R94oĖ4sDh4(k4 &4v;4y4Қ4w4-494b434$f44Eu42%4|_ 4~44[44{444;4 644M4d4^4 4S444"44A 4U4"4b4"4Z54U484@4c44f84@844tT4X 44-4 744ˠU4ͫB4а44ς4&:44H4} 4:4Y4s4L4LE4444~4r4f 4544-G44444-|4ڹ44;4#$4&4aT454v4r4Yo44r4/47444444ŤI4Ҕ4˧4U44E4Օj44_424zE4(4x44y4ƕ44}4&4ր494e4֡z4֋ 4İ44^V44>4Q4磴4v4p4555 p55V[55y5=44t4q54$45+x545 }5 +5d5^5 ";5 @55O5552L5"45$rt5;5!5&5(|5-۫50[5:E55J 5L/5?|~5@E5M=5N|5'b5'~53545'5'(54Pa54Sn5@h5AF5N5O35A~l5A5Os`5OQ44)44H44q44H444,44 4_4U4X4B4^4v^4"4Z4~p4i414~O4w4f4L4J44 +441442e4Ŵ&4f4>4x4!#4=(4ոM4_4C4(4 4r44=4*44S443,4Z44p4ю4>4h4[4I44M4{4y7g4p4`4vGr4s#*4˕44444a4?4lz44>4o4lG4MV4g'4h]4d54|Ѽ4x4|'4p44J4I4 +44444v444444^4Fb44ڟ4o4Ŕz42!4՗4bX4^43 4444Y4,4q4BV4;44b;4`E44ɓ424P55F4E47&5غ5I55575450c5l51i5^44e55^4:45y5-5g55͵5-5 5 u5֚55'r5'a54):535&5&c5=5L5K5<%5;5JIA5HC4z4y5c4,4}S4H44l5 +5 K5S*5n5І595K54㼈4]44oR4J%4Q4i405}55ʎ5 q5(4L5 +55 W5 5,5+T5s;55)Nh5'b559575G.5ECc55m53,5C@`5A555%T65#%55?5 )5of515/Xl5>5:":4:2:!: :1y:/9g9BA999P9"99%*9%9Ֆ9,939@99 +g9 899 9T9p2999L99Gv9p9q9ݝ9L9V9٫9:::^:):wu99: : +:: :-:+:3:[v:):'Q9 9:m]:489P9x?: +::&~::$ :"&7:%::w:v:IR:I:\?:\6:HM:G;:[:Z:q֤:q$;:G::p:n:/,::E%:D:X:W\:Bd:@:UT:Sw:mkx:kr:~:u:i:gz::}:\:VY:w:O:[:::N:0o::_:.:U::S:C: :: : :j:_:k:*::::S:z:"[:::>.:<{1:Q_:N::N:7:L8j:I7:eUE:b:z&:w`:_:\QL:t:qK:4:1:F):CP:/+:,I:@ p:;;'H;)K;;;ս;o; z; +ԯ;F(;yi;; a;+ϒ;-R1;!;"l;.c;0>:%:L'::۫:SX::n::ݎ:{:;3;:F:;^;:̕::/:ޭ: : ::މ:-:K;');f:r/:7;v;\; t; ;;f[; c^; ;=*;;$+a;%:;1R;2j;& +;&;3x(;4;G;,;R;;Q;p;r;;'&;'b;4;5!;';';5[y;5L;//;2;=;@;50 ;7;C;F;Lh;Oڄ;\;_Ѹ;R;Ulw;c;fV;9;;F;HJ;J\?;<;>u;KQ;M;X);ZZ?;hǾ;j;[ ;]x;lܤ;oc;mDU;q!;;E;tk;w;:;*[;';$;{D;b*;O/;8>;k;;zW;|J;;$E;E;;88;i;;;;;;M;q/;;?@;A;O=W;P;B#;B;Qa';RB;_:l;`˲;p9;r;b;b;s;t;C;Do;S;S;D?};D( ;Sl;S;c;d5-;ul;uH;d ;d;vV;vM;r;o';K%;D&;9<;U;3G;Ġ;2;x;;$;c;PN;U;Y;[;g;V;g;;Z;;;;;;G;M};Y;n;+:t[:_::s.::2:ܥZ:::;M;k:P:1;O;:ȳ:^:u8:/:Ŭ ::y:=:9:Ď;;!:":m:~: ;A; ;ep;u; n; B;U;_;'AS;&;4q;4^k;&(;%ha;3,;2; ; +;Q;; +; ;|4;b;$`;#L.;1;0;!; O;/;-:1:%P:u:?:1::o:O:~::,:%:Z:XI:I5::-:z:I: :H:N:ǁ::~:ׂj:VN:u::_::;; ;>;;;k;;; ;g;č;,;*; A;f;(H;&G;:_; ˷; +:p:h; ;;;p/;$R;!;oF;*S;;);C;C>/;S60;R;B{;A|q;RC;P;d;c[;u;uYn;by;a;tǸ;s~;@_\;>;O;N;=w;;;r\;nV;d;;k$;g;};y;p;;+;ڟ;;b;Ҹ;\4,4v~4n|46n4J440V4Y4>444v4 ;444B4e:4]442w4{4ĺ4ۥ4ҩM4ť84η4F44!4U4e4444#m4&q4ͤ4׃4h4L4M.4j44_44 45d%4K44L44Z55YA5 51#55o55 5r55A44Ք(4ۘ4"4&4 4444c4 54A5 5r5 h44F[5(5A5<55 5855 5 5P45Z555=5"I/55 \55[55x?5p45 ^5525!5(I5$q~5*5.5555!5&Y5,[5'i~5-52c58n-5157{5/5' 5%o555 P5 W5?n5%#5(o5/2"5#n5*=5-2547529595<5Dݱ5D55!5)5't5/Q51 59j5*:52S535<~5;"5Ca5EN5N!57Z5?5A@5J5G5P[5SXL5\KE5L65U}5X&5a65_;Y5h5k5u}5+B5256w5=թ595@5EH5L5A5IO5M5UAp5Q15Y(5]5f5H5OK5Ta5\5V5]5ce5kR5a.5i@5n5w 5qZa5yy'5p5!5XU5a5e`\5n(5j~k5se 5w 55r@)5{355M5555O5|]5%5aJ5%5:]5T555_55 55m5<55555 T5 *555 5h5@?5 5$5!5'l5,5&5+i52;W57}+5C5e5%t5)R5#5'95.qt52M50V555<5Aؚ5:_h5? 5F$5K-5258n5>x=5D~5>5C&5J}5Ps5J 5Q"5W5^]5W5]25e#\5k5I7^5N^5VZq5\05T5Ym5a5g5dd5jT5r5y"~5pt5v{c555+?5/.57!-5;Ue53?56|5?nO5CiP5C5H"5PϨ5U5L45P²5ZD5^5:X5=5GC5Jo5A(:5DYC5N5Q$5T5X5c495grx5\N5`R5k5ony5^5c5m+5r5hE5m{5w5}5|eu55+}5?x555@5,5rC:5vʂ5 [5s5{%k5Q$5:55S5h5565`f5 5c5'5d 5l25r5z5sb5z5!5+5&55g_55555855N55d5Ë5*5555қ5oJ55@55W5e5P5|55T5`5 55ܜ55 5 5=g5, 51#555U55 5?5A5ho5ܶ5h5,55$5T565ʨ5{5Ύ55M575555;5b5M5}5K55355)58s55 5I55555Y5P5n5?5TN5#5o5o555o55B5G5º5Ƌ{5ʸ5Ȅ5' 5ӌ5r5ѯw5 5=5Q5×_5L5ǻ5Ҷ 55Q 5ցm5'B5g5ޑ5v5545t!558W5=}5F5GW5QV5P<5Y5[Pg5e5RB5\A*5\d5g?5f5qv5r"5}p5c5m;5o5z5xE5_Y5575|k5̛555}5G5y5p5g5s5s!5~5~53555~V525R555Y5d5*5<5c}55v5S5555555&55*5YH5555B5y5 565555'55255#5:5Oh555*D5 5[5;5h\55C5_C5E5(55:5E5/5ɽz55L55b55m5Y5c5555Ħc555ʕ5I55355~U5ϥ5)5º5Q55H5ن5̠5U55e5닭5y'5f5$54555"5f5?55DJ5[C55W55١5c5^e5"55J5E55]05[i5`5k855x5Ɲ?5a55׵p55ڦ5555a?5J55:5Պ5585è5̲C55}55Χ555׍b5575餵5L5`x555<5555ųt5͖P5ze5ַ]5Ւ5ݥ5_5H5m555555P5v5A555h5E56@65p6665F666 +6 j6I5Y5'59V556$6f6b5?6p65P6vn6,6 6 6.66 g6 l96{66666n6F666Y6"V6#6):&5 +5;5~N5l85IX5_5V585?s5|5M|55ҵ55h@5f5kY5E555Y5ٴ5ߖ25<5t5),5e5:515%5*5o5ڧ>5d5KK55k5D555755k65`56u66 556 +6X6K6 ?66 656 +k6 6p66A6M6r545&]55A@5615&55556͵6Ջ6266̀6 +555L6g5r6:$6%666 96 6D6 ~6)66z6Kt6 |66T]6766(666]6 6 6p6 36$76'6666L6T66!6$d6#^6&x6+;6.76)6,S61%656qM6c6 M6 6 6:66VS6I6M6c6#6a666#66636C6(6 )6#,>6']6!l,6%6(U6-~6*W%6.6166>66 O6!6'S6%Q6*sU6,>u61e6(R?6-6.Х64j 6368s6:6?#6/^64B666;696=6@26E^6=`6C6E-m6J6He6M6P76U6$6'%6+6/6+{6/6367z6367R6:Ƹ6?<6;v6?6Ct6GK63+366@6;K6?!6:#6=u-6B6F`6Cn6G,6L6P06KJ6N6T(6W 6B6GN96J6O*6K~6PaJ6TO_6Y6R6W;6[ 6`Y6\߻6aǘ6e 6j6T 6Y .6]6b6]456a:6fl6j46f +6kBM6o6t6oϫ6t9t6yZ<6}:[:;^j;f;nM*;g;o;wh;ɤ;R!];[';_M;iT;cژ;l~;sa;|7;o0;x4;~; ;";;;1;v/;~;S6;4l;) ;`;( ;;);;d;v;I&;4h;_;y=;<P;E/;HR;Ru;OC;Z 4;\C;g;T»;_f;b;m-;j{;v;xތ; +;dYo;n0;r;}e;y;<;;H;;;;I4;;;V\;l;ov;{5;};n;=;t;;%;My;8;;;};#;;P;;_;J;{;wm;E;8;;;L;>;Y;;$;;ig;;_;7;7Y;Z;γ;[;xJ;S;x[;;i1;I;Y; *;;m;a;;֭;1;=;<;;;; ;H;ٸ;ƴ0;;ңg;8;K;.; ;;0;^1; ;;д;;r;Ѝ8;;܆;,;;K;r;ܟ;ژ;"2;;W;;Nz;Q;o;;F;.<;We;^S;g|;n:6;f .;lk;vh;}+;w-;Z-;M;(;;Ӕ; D;l;s;zj;y~;U;;;};e;;;D;;;f;;;T;K;;k;;4;nl;X;;;n; ;:;`N;;;X;;#;/;;M;#;;QE;;LC;fI;Y;W;;;R;Cm;; 0;;p;t;;;;;;1;I;Pt;ZV;;1k;?;;;@;z;;L;;{;;`f;q;';;>;;I;[l;;);m;C;;e;ց;;q;!;;?;;Ĭl;ͳ;r;;ˡ;;O;6M;ߓ;r;;;d5;|5;;';;r;Ƕ;(r;ǎ;;;Rg;;;-;ڜ;8;;;j;;`?;Tt;*;b;Ld;Z.;笜;;;;;jK;q<3<;z;Nw; +;R;;<L<.<"<I<b[< Ϋ< g< <_<|p<=<< Z< < R6< +<u`<<<<<<<ҕ<"[(<&;2;*;0;;;,;<ie<n<<B< << G<=<C;;?`<<<<"<< wS< ;<<<<U<<@<-<[<ܤ<<u<2<F< AY<#q<0[<0-<3<:K<=<7V<:D< <<Et<< <<&<R555z55C5q5i5i575E55{u55a5i55YIA5Z5hp5i25[^5\5k$=5l'V5xl5z5"5|45{X]5|q5555]m5]5l5m}5^65^Hn5mз5m5}Ml5}F5F5l5~HW5~g5Ҩ5z5~5i5Ͻ585255G5Zn55!5555V55d5[5h5N5R5~55K5455f5{555w5O5zK5+5!5H5O555Z55a55 z5^5S55N5h5 +5S55`5@5455Z55>5F5'5655An5, 5ћ\5Խ5ݥR5g5׶5ڂs5!f5L5(a55%J5%5 +54A5r65!;5ߐ575}a5C5ۑ5)5 5+56z65{56NB65535P5/555U'5L5̞5 55ml5G5Sr555Q5555ůF5p55M5S5-555ވ&5K5ҏR5 5X5S5Xh5 5555W56v6g6L606;66 6 +T55ȕ55Q5Y5Q595{666 +W6 yr6V66 ڿ6 5^"5]d5m5mhy5]35\kU5l>5l5~HC5}55L5}O;5|v5Z55[n"5Z= 5j5i|5X5WC5h@5f"5{b5zG5Zp55xu5v555*55o5(555,5I5^5n5zw5PZ5R5@5=5~5{5[55Z555w[5rX565ot5ױ5d55q>5X5a5U}5S65d5bl5Qga5O5`b5]5t\5r.555p:25mD5{&5~;5L5J5[T5X5G>5DUv5U5RZ5jb5g5{M5x.n5d5a*5tq5qe5ڨ55K55O~5ޘ555<(5\5n5F5j555 +[5RB55v555u5555@595H5L5=w59b5 55T5^c595,555b5Ҡm5?5q5T$5, 5ѧA5Y5| 5z5(e5ı55'5f5U55g5 /55Q5f5Ͱ5۴i5c5һ5555k.55i5V6Y66 :f6 86 +6;P6  6 5%51*55$`5J55566X(6 o46 +666 +HW6 $5R5.5-b5$5[55N535?5ʠ5`50555Q5F55Ԯ58555]554I5*5…5 5α5h55+r5555T5:5 5_5<55!6%60T66Z5@56>6U55o~5[5T55^5 55c5=66\5d5865K6N>6J=6 G6 `6,66 `26C6|666I-696s666 U6 06 +F66 6 E6<6L6`6w6 t6"666$;6% 66"6'6*( 6$w:6&6,,6/=6/Y62rb686:65676=6@b"6(#6*461@63X6,6.S`65K167g696<'6B 6E7 6>76@p6Ge6Ij6*)6=66606>6%6(66 16'HL6(6!H16"96)6*û66?J66P616i6W66#6#/6+w6,S6$,6$~6,6-C6/I61Dr68 6:8Z6263<6;+6<6A&6Cr6KDv6L=6Dۻ6F6Nr6Ot64~65FD6=6>65'66M6?*L6?6G)6H 6P56Q{6H6IGZ6R6S56@6CO6Iv(6LK6F[6IlH6O6R6Rz6U+6[$6_B6Y6\06b6e6L ]6N6Uw^6X6Pԇ6R6Z6\_6_y6aS6h6k6dn6fB6n6q6e6h"6nr6r6ll6o06va6yU6x} +6|67K6]6C6$6m6fp6s6v6}\b6H6x6{6r61666Fm6 636o66G6T6VM6^c6`6XO6Y6bp6c6iC6kp6sp6u6lԎ6nn6wz 6y.>6Z6[6e?6fY6\y6]n6g?6g6oa6qP6z%6{6q6r6|6}6~6+6}6N6/666m6 16O6s6 6sB6y6C6Y6666K6 6P6Z6br6_6&6O6$66T6ػ6j666BG6I66&6-66$ 6$&6-_6-6$6$nm6-}u6-@26S6;666%6]=6R66$ 6#~E6,6,N6"u6!?6+ +6*566966.6?h6@6666a?6@6?z6I|6I6S6SI6I6I6S6S6565n6?n76>b64 636>%6=A46I.6H6S>6Rb6G-6F6Q6Q+6t6m66)6F6 6P66!T6x6)6(s66Lz6'U66%6 6 +%6.6{6j66Z66M616$\6"6v6a6 66261d6<396:h60P6.؀6968$6E76Dc6O6N6C;6A6M*G6K6- 6I6G6<696E6Cv6]ݨ6^6hl6h6^"6] 6h6h6sE6s6~f6~6s6s{6~6~6]6] 6hG6g96\M]6[[6f6fW6s?6r6~6}D6q26p6}66|;6u6F66646-6^66c606l6'6"6%q6Rz6Z66+66X6d6\6R666Ǔ6@646g6R6)6#V6Z:6X6dۑ6c6WiK6U6a6`>i6oˀ6nj 6{6y6lՒ6kN6x<6v.m6S6Q6^V6\B6O6M_6ZC6W6i6f6t(6q6d}6b X6o6l6I6b65!6yI6 6̓6#6Y6G@6606H666D666}>=66k6z6x 6$6Y66_66y06 6@66; c;B);b;`;L;{;2 ;g<;);;m;ą;N;w;@;;;<;;C!;;;c;r;*;5;1;d;;vt;+.;;N;ыW;܎;;ԥq;ן~;]q;s;;w;;TY;;<p<4; +;8`;;;ޟ{;n;[;;[;<L<;];_<<g;;0;ƾ;H;1;gK;f;;;8;ӛ;T;R;?;։;\;;n,;p5; ;4;;s;;;ʛ9;f;؃;;;;-;'F;y;`;&;%;q;W6;<3<< e< +(<k< c< +< ;;[);ya;V;羺;;ʾ;f<o<< *< <=<[< < j<?Q<Ov< <ϣ< < 9<Ֆ<1<U<;<<2,<4<==R<0<'X<<( <1<2^4<6<~<q<O<%)<_s<˗<$<(-<)T<3<3<)<)ޔ<4<<4<9{2<;Ok`<>‘ /i<=w<r<E<(<''<<<$K<"at<9<8[<<[V0<\?<ؕ<洵 +-K-n:-XT#-}~-e-y-t^-y--ؕ- -z -Z--s-Y-)---|---ߺ#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J2<#~J#~J#~J#~J#~J#~J:#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J˺#~J#~J#~J#~J#~J#~Jz|#~JmIJR#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~JQl δ#~J#~J#~J#~J~ﳓhWg"{#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~JOBs6Q]h#~J#~J#~J>D$jh޳Lu1T,[ܳ#~J#~J#~J#~J#~J#~J#~J#~J^#~J$1>#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J1 D1W 1 10ر0R<0000 0r0pC0q'0Q0Q04#04X0^*00?&0͘///k//z/P/6/x/y:/L9/:/|/N |/'p/K*/% /%/1/u..H.^/mf.L#.#..=. :.fz..%.t.a/.`n.5.6.A.ck.8.:6.?.-o-"-P/-#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J7g#~J#~J7ZѶ7M#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J7>70-Դ#~J#~J7!S7=#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J76<#~J6͍6 6n6q6l#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J6n67636[6Z:6768ě6$#~J#~J#~J#~J#~J5а#~J#~J6V05#55ց5ǺU5.j55|Oi55#~J#~J5~v5Ex#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J5zR 5B;5CH554߽G4_45U$4#~J44h4n74sX4$l44gL4i44c3;3,3R4 J3ȑ]3_3bmv3X +2p2űd#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~Jٴ#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J. -C-y-ϾF-χ-@-k-d-?--!g-oO-@u--{e-y--j--w|-vv-b@-ca-S -xq-d'-eE-U'-Tq-H:-H-->--q--{l-fI-V%-Ii-J6-?H-?X-7H-7]-0x]-S-G-G(->4 ->-6$-6E;-/->z-6y"-6-/6-/-)8-)-$|-/p-)-)O-$G-$94-D-P^--$]-b"-y-"--"-/-p-0'0-*-*SP-$N-$@---T-- -xv-Z-D-\^-r-U- - - O-- - z- c-0-Fk-"-- p-c-B-- O;- W@- -- a- o- .- !---,- -u-g--,T[,d,Z-,y9,,,o,,霚,W- =- -- -,,ά,- ,\,+,,R,,&,ZA,,',ّ, ,,A,bN,,2,چ,گ,,&,,˗),˿,},J,],n,,D,`,,j,T, A,$,Қ,Ҁ,,3|,n,X=,,,ÿ\,ë,,,,),,^,$,J,a,,^,ҷ,Q,r=,/,@,t,",`,T,7z,`,i*,?,n,N,,z,',I+,",|,U,,•,,B,l,,,,,,RF,],Y,RQ,R,,Ī^,`,,,*,u,f,L,,,,qK,,`,u,@,,?,7,,%,W,,lC,I,:,-,~,~,t53O22ds; _o/űڲچU)嫳,^oZl۳1Ba!`(U}Գ+ѳN GZг`Uxkٺ$SX#~J#~J +#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J.hz/G0#~J#~J#~J#~J#~J#~J#~J#~Jnc8V³zf2ﳻ!۳ !;ij|v?JpiF}dRDɦųőꕳ$ɍѯ͸Ƴѧѿг`R +ɳƳğ5iͤճ||#~JO#~J#~Jhδ#~J#~JяuI21>zI**4ɳ#~Jߟp߰HM o#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~Jᢳ|̳sk*<Ƴ܏ڳ܂ +\cVmbгγ +WD۳3'kiq!MTz7qF<$<ͳiVpB6ԳGaz+Z?LA-\;{s +ݤŻRc9,׳｝bpcwpC2ͳT.!۳:u[v c`|d"bVoƴ; +!KS Cij#~JK=д#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~Jߧi)(#~J#~J#~J!Ҵ#~J#~J/D/L# +#~JN۱  # +y6#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J,,,՞,*,,W,w,L~,B,,\,,e ,2,N,E,7,i,,t,,,/,xC,)j,H,e=,,,|r,|?s,qt,,n,,,d,,,,),,,@,,},}e,rS,͖,|~,|,q,q},g;,g,]Z,rGm,gζ,h",],]D,SЗ,T$,JG,a,{,{Ӛ,q,pی,fbM,f,\hC,q;,f,fL,\,\,R;,R,Ix,\:,Rc,R,I ,Hݚ,?,?,6t,I?$,@,@A,7Z;,7!,.6,.O,&s4,],S> ,S +,I,I,@R,@,7,JJ,A ,Ae,8},,8*,/,/,',7f,.G,/Dd,&,&,K,,=>,'A,?,,N,,,h, A},n,},~#,sX,rs,h}{,h,^,s#,iI,iy,_,_!,UI,U,L2,^U,T~,Tp,KY,J,A,B!,97q,K,B,B,:o,9,1,1r`,)!,` <,V3,Lq,Cr,;,:,1x,2h,*,)?,!R,",S,ت,d,8ֳ,0;.,0q,(L,'E,, H,],(, ,!,a|,+,,c, +,/,,, , ,,h+, +Y4,u,++ ++.++,։,c,, , 8V,SA,͗+X, 7,P+n+[Y+"++p+e+++d)+u+V+׬5+q+bX+ا+ٳ+t +j+§+î+^,6S,.%,.S,&,%,,,Ox,&:G,9,q,,,T,M,(,!,,v,,,,O+,',,I'+_++E+4+܋,*,N,,,ej,,+\H,,,`z+ +s+=++R+ޫ+++-+O+݄++[+V+Ʋ%+)+hW+Y++<++ K+R+2k+++ۼ+c++++}+z+ +ž+T5++$++ě++I_+b+++Ze+>+u++8+O+kD+`++|+2+F++˚+O|+m+++R+%++Ƀ+:+U+F+e+>+]+Ԓ+\+++L+{C-++ɚ+QC+}Bp+|8<+m+nk+``+2+U+5++R+Ӥ+V+%]+9+++ʮ++)+++u++n+/++i+d+ ++@++++_+ϙ+ ++ˈB+~+;+g+++:+-*+[V++++++9++O+Zw+5o++ ++ +1+v+d1+V+++xn+zC+l)u+c+zL+++w+;+++KV+.k++*+u+r<'+s+en+~b+o-+p+c+a+T+Uu+II+dH+W +X`+K+J~+>+?+4++u+v+hK+g'+Y+[Y+N?+j]+]+^Ø+R +PQ+DK+E+:+M2+A?!+B+7^m+5++<+,w+"~+8+."+/+%u+# +V+++ώ +,+r+++C@+%+#+=+++X+k++;+#+@+t +S+|7+~K+p+n+`+bQ+U!+rL+dɔ+g s+Z-a+W+KŤ+M+BZ+D8+9+Sm+G +I`+>6+++ +U+ + X++&+&++m+ +*-l+ܿ*f+/+%8+'wB+ ~+`+n+#+ M+++ ++x+***蝢*g*3**q**%~*B*K*S!*:*`*}mT',MMIWi!A<KERSN9I[ ZW CYF40 O<'!  ++ r 芴 +H״K`I +0R5$ʴ'X )ڴ ں д +-  ⠴ ৴ +B +  Cô + zش p 8 >  ߴ q D Z + +ִ ! V +N m Ҵ N Ro x  ۍ [ " ; j I ش\AִFٴǴ Iϴ  δ O +Դ8 jzKtA)h2 )<TߴGB:4۷CR+D  +L + h ap * +ִ XU Rݴ N ( 㠴 I 3L 흴 G n5c \ŴR;ŋٴg Ѵ ϕ#~J#~J I#~J #~J#~J#~J#~J#~J#~J#~J#~JSl[b =.#~J#~J#~J#~J FĴ#~J#~J%-$ uϴ;Q ĀlbJ=v/"lϴ)q*մ_hg l,[pTʹhD{#~J'g7E7ɴR޴to{zhcj\N\89S+'U EP"ҴZ̴Uݴ|dPK[}AȴFŴkM*QeVh_N6Wʹȴ^WԴǴ.S9sAs8ߠ0ىf´A7i=QuHW$CcEӎӴɴ-vxg>c+'.[Kd"V +pyx蒴y:̴lдǴ^ڴeP +xxٴ K|qz6;>yմUHP`U~Yxs,c#侴YrĴHд3k]V9}|SZŴhҴc@T O}F7H*[HOrM<2^)!#д|ku -MB&U8oɴ +=,e$6˴,:׽zbmδLkZWښV^qn4(u$*HR' ?ɴg޴/YdN0PGY˴&pE) 3w i0˴/z!̴uδEY:  +jׯ   W TC K ش#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J5gs#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J̴X>Tд:y#~Jc:#~J#~J릴b3#~J, Դv GZLr3Ӹ;R&$整>#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J.S|s#~J#~J#~J#~J#~J#~J#~J#~J#~J#~Jn[ϴgDa`LP?{ &} Ŵ Wl @Ŵ 3Q p+ ~ H & ߴ b ϴ ڴ .!!!9dR  < K-  y #~J#~J#~J#~J  ؅#~J#~J D ` !V!-!Z!M'!u!!@Ӵ!4!_´!jb!k!!۴#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J!Ѵ!#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J+++2++p+j+\+x,+++p+y+x+jR+k ++]?+w$+i[+i6+[+[T+NOu+N'+B+\+O}+P,+C[+C"+7t+8+- +zb(+kX+l+^ۨ+^q+P+QW+ER+_E+RA+SU+G$_+F1+:k+;W+00c+D+8C+9?+.y+-j+#Hm+$+"+/K+$u+%+#++x+a+ d+A+6Y+6++++^_+!O+!++,m+"+"++?+ ++z+I +#++)+* *ʻ*챻+j/*Q**^L*z-*L**3+q+0+ٚ+k+}**ܝ*S+++S*& **LD*Q*I*_**m*ԧ*ӫ*&**Jv**i*B*UA*?***,*p+H,+*O*!*****k=*#*,**R**ї*bA*w*x*j:*\i*y*z*l2r*k*]m*^n2*QTV*T*V*ro*k**v*v*hE*z*v*w49*i*h*[l*[z*N*h*[}*[`5*N}*NҲ*B*Bw*6*N*Bl*B*6g*63*+*+* q*i*\ (*\o*O*O)*Bp*CO*7E*Pg*C7*DD*8*7*,G*,*! *6*+*+f* * * ** *!Q**NY* Eb* *cz*)-*****h*|!*}*o**#**r*p0*b*d1*WK *m'*_1*a*Sա*Rw*E*G0*:*UpL*Hk*Jy*=*;*/*1a~*%*uNh*f_*i*[͗*Yi *L~4*N*AZ*^|*QY{*T6P*F*C*76u*9*-*?j@*3*5*).y*'db*S3**[=*+9**"n*#** +* m*9*9v*-$*.*#l*"**5*'*$w*i***i**)}* N***)=))pW)偼)r)))L)װ))~)ǝ)e*ҩ*K* Fi)h)5)꿮)>])*@E)&)|)k))Hx)Ct))٫3){)˲C)C)*K)))))})))2)6/))[+O*.*ܰ*S*W**ާ]*A*~*S**B*Ƅ*Ȓ*˨**i* +*Ŵ*V*i*3%***-*K*'K*/*"+*7*3**h*A*҃D*ƭO*A*::**4*U**Җ**k*d*=*RE*֏* **;*q*z*g****D=******?h** C*4**:*ʸ**"**ww*U *f*z*F`*p*t*r*vn*heT*d_*Wa*Z*L*l^?*^*bq*TU*PeD*B*FA*9A*ݕ***z|*uf_*gh*lR*]Iz*z*q*wT*g*bT/*S*Y*K;*Xy*J*O*A*=s*1 *5\*)(*FL*9p*>$!*1h*-G*!a*& *@* *e*** *Ħ***V*****_*{**}t|**s**m*9*K*z*kJ*qC*c*yD3*q*j*[*bݙ*TT*\V*Nޓ*Vo*I`*m*^i*d*VJ*P\*C9z*HX*;u*\q*NR*T*GA*A}3*5P*:'*.*6j***/T*$(*_* *?**)SG*1*#*** *w**N(*Aw*G*;AO*4*)?6*/c}*$"*B*5x*<*10**r *E*&*b"*=@**u*X* **W)hI*(* V~*O*d* )z)nn)R-*I*))cS)A)^)G)T)))o)wY)IO)s")z)f)_4a)L,)S)B$)n)[N)c6)QJ)I[)8)@6 )0g* +:**%){)_)o)[)*9)))G)N)~))Ƭ.)Υ^)y)`h)i)6)`)):))E)?) )H)T)))|)ˠ)Fu)H) );)7)))'U)'y))\)p))I)J)45))Y%)i)s)z)_)[{)B)G)Y5))])*))L))4) ))l)v!)c~))k) )y+)m )[()eG)S)Y)Hg)Q^)@Y)8)) +,)0?)"J)IE)9D)C)3o)*p))%/)ބ))qi)})j)^)Mc6)X)Ge)w|)d)q)_)S3D)B)NR)>)=@).Ek)8())V) b))4)q)3)%)/)"6)) w)x) =ppʴ"9.2+K%! ٴq sϴay$`^!!I!!`!"Ĵ"".!"" Ѵ"%<"*("C;"="R"1ô"Ki"G"["`I"tG"pô"ִ"Wմ"m5"i"{0"~e"""!NN!y!w!!!I!!1!ش!!!!մ!!"!Ҵ!!""L"3"2r"KD"ٴ"1"0"IT"Jh"^̴"]"r!Ҵ!!J""k"/"."F"",,"*"C"E"YԴ"X?"m"Hv"\["[D"p"qh"$""ݴ"n""~"9"""""L "_д"_z"s"s2"o"@"|"r"Ŵ""g"$""´""P"""E""""Κ"R""" +"α"μ"c"x"""F"@""""""f"ʹ"i"~"Y"w"ٟ"崴"Ύ"M""朴"δ""ϴ"r"U""д"´"#W## ϴ"@"U"SA"iJ"j"}*"{p"a"g-"y"w"p"r""`"ʹ"մ"u"""g"Z"#"]"""v"&""թ"=""д""Ǵ"o"_"",""Ѵ""<"Ѵ""("t"ئ"&"ҷ"޴"״"|"B"饴"V"۹"Ӵ"m""t""O#ɴ"Ѵ"z"?"㏴"䬴" "7"z"G""콴""#Ѵ#޴# c"O#`#´# ش# k#0### &####K#%$#$j#+˴"#"# *# +`#####x##b#7#!##'####"#*(#+#1#0#7X#(ִ#/̴#.#5M#6p##%#"#*"#w###$+#&޴#.M#+#2%###8#$ #%Ѵ#,#+o#25#"?#)մ#'&#.#0U#6#5$#;4#3ش#9#8|#>#?˴#E#C#Hܴ#<մ#By#@#E#G#LP#J#OQ#,D#3#0#7#9#?#<#Bu#4Ѵ#:#8#>#@1#ER#Cs#H2#DC#I(#G#L(#M#Q#P#Tz#J#N#L´#Q##Rɴ#V#U#X"##N# ##0#R#f##B# #a##!X#Y#$ڴ# ״#(M#$#,#/M#5#2#8#(#/h#+ܴ#2P#5#;Z#87#=#Ҵ#)#N#n# #'ɴ##Ǵ#*#i#W#a#!#&X#--#(#/X#.#5#19#70#:#@#<#A#3#9#5q#:#>ô#C#@#D#;h#@Ӵ#>d#C#E۴#J#H]#Lʹ#@#E#C<#Gٴ#JP#N#LH#P~#N#S#Q#T#V#ZP#Xa#[#R#Vr#T:#W#Y#]!#[#^#D#I#F#K #Mش#Qش#ON#S(#H:#L#I`#M#P#TO#Q#U[#U#Y #V#Z6#\B#_@#]I#`4#W#Z#X#[ƴ#]#`#^#ay#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J*Dp*8a*,*4J*) *"***n*0*%œ*"\*hb*H*** ** +v*)))c)!*5)*)sD))))n?* H *Xr* *T* ** }*1*)*;a))櫂)c)3).*\)"7)Co)0))Ұ)ߐ))X)D)w)p)U)ό),)u))))ͥ)7))$)̺Y)ڕD)̐ )̏)̳)$)I)đ)E@)I)))){)y)˷0)$)o)))e))))Q,)7)A)){o)))̷)))wL)@)t5))M)Ɲ )0)p])Ri))B)Į)r)))D)-)O) +))5)]S)Ε)')qs))o/())s)l))N)mZ)~h)k7)lN)[*)hm)WdR)J!);#)G$Z)7)eA)T0t)bE)Q})D@)5av)A)31),)A))e)));))-)'u)w)%)C)U)qy) x)A)_;)OCG)])Mo)?)1bA)>+)/)\)K5)Z1)Jn)<9).<);T)-є)#)^\)"&)-) s)) +e()!):t) ;)) V(*) ()7)Q)) ))'()Y){),)m)))a))))I)])))|)jC){*)j)H).`))){Y)iz)z)i/)dd)E)EM))))ƺ))L{)p)t)0)ٜ)) )A)[))i))z)i)z)i2F)))4)5){.A)is(){)i)Yٍ)Ij)Y&)IW);)-$):_),)Xm)H)Xu3)H‘):2),b): H),C!) ())))(>)L()v)d)^.)P)(7)( )Xh[)H )X)HM): ),HP):/),m)X))I!)Y*Q)I):q),):)-)f)\?)))(=)B(k))P) # ))~X()s()3)-)8)N) ) )l7)))}))G0)y)y6)Ϸ)̂)|)jX)| )j})3k),q)p))}q)k)~< )ld)))I)O)v) .)S)))m3)0)n ) +)))~)t9)n)K)oһ)Y)I)Z) ()!")hg)")) +T( ) +l()\`)L))]-)MQg)=)/)>l)0t;)^)N)^X)N)?)x)1%)?)1ڜ)"))#\)) )m?) ))$)s)$)W) 9)){) Q)%))K)gW)p))q)Y)r)E)s`7)t6)u)_?)OD)`l)P)@')2)Al )3F)ac)QJ6)b5,)R)B*w)3A)B)4)%X) )&) ) d)) ) 8)&|)6L)'P)o))L) )3)b)R9)c)S)C^)5R)DF)5)dy)T4)e&)TL)D)6U)E`)7%)')hB)(-))x))7Q)9))J)z))!))E)8)6a)*r#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J" #~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J"̸"ٔ"˴""c"B"".""#~J"Q"+""A""+#"## ##-#E## #m# k###l#J#~J"獴#~J#~J"R","\"\#~J#~J#~J#~J""#~J#.## #}#o#6##j#ش#"## 2#####ڴ#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J# +)# # +### O#*# #~J##~J#V##!~##!˴#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#!#" #.#"+#~J#~J#~J#~J#~J#"2#~J#"##$##&#+#1)#,#2# #'#"#)Y#.A#4&#/n#5g#7##:#?ϴ#C˴#H6#D#H###*#$#+z#0{#6\#1#7&#%#,2#&p#,ش#20#7#3#8-#;#@#)#Bߴ#F#K#G!#K5#>V#C +#>{#C8#Gl#KN#G#Kv#(k#.y#(#.#46#9g#4;#9q#(}#.#(S#.i#40#9]#4 #9J#>#CE#>#C@#G#K#G#Ko#>#C0#>`#C#Gt#KV#GD#K@#N#R#O(#Rд#V'#YW#V3#Yu#OD#R#O[#R#VD#Y#VM#Y#\`#_#\#_>#aȴ#dP#a#dj#\#_Q#\#_W#a#du#a#d}#O_#S#OU#R#VJ#Y#VG#Y#O@#Rߴ#O%#R#V5#Yp#V0#Y]#\#_S#\#_C#a#dq#a#dh#\#_0#\[#_ #aմ#dV#a#d:#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#(#.]#~J#.6#3#9#3Ҵ#8#~J#-#~J#~J#3#8˴#3y#8#>7#B#>#B´#G#K-#F#J#=#B#=#Bh#Fƴ#J#F#J#~J#~J#~J#~J#3?#8Z#~J#8 #~J#~J#~J#~J#~J#7ٴ#~J#~J#=r#B#=-#A#Fo#Jr#F/#JE#<#A#<#AL#E#J #E#Iƴ#O#R#N޴#R#V#YB#V#Y$#N#R[#Nw#R>#UҴ#X#U#Xڴ#\5#^#\#^ش#a#d#a}#c#[#^#[δ#^#a[#cٴ#a6#c˴#NQ#R#N(#Q޴#U#X#Um#X#M#Q#Mδ#Q#U>#XV#U#X5#[#^x#[#^S#a#c#a#c#[Y#^&#[2#^#`#cu#`˴#cT#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#A%#~J#@#Ez#I#EI#Is#~J#~J#~J#~J#E!#I>#D#I#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#H#~J#H#~J#~J#~J#~J#~J#~J#~J#~J#M#Qg#Mo#QJ#T#X#T#WŴ#ML#Q#M%#P#Tw#W#TR#Wf#Z#]#Zݴ#]#`#c2#`#c#Z#]#Z#]#`~#b#`U#b˴#L#P#L#P#T%#WG#S#W$#L#Pq#L{#P?#S#W#S#V#Zr#]w#Zb#]R#`?#b#` #b#ZM#]<#Z3#]#_#b#_̴#bm#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J)Uo)F")7)F)8*)G)8)9\)**))*)G)))))+])[)+n))y)^) +))9V)+) +), )O|)!))e)B),B)w))){'))?)ӣ)X)̡))I) )))j#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#P#~J#~J#S#VҴ#Sl#V#~J#~J#~J#~J#SS#V#~J#V#Z#\#Y#\#_#b_#_#b?#Yش#\#Y˴#\д#_#b*#_s#b#~J#~J#~J#~J#~J#V~#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#Y#\#Y#\#_a#a#_L#a#Y#\#~J#\#_7#aٴ#_,#a#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#\{#~J#~J#_ #a#_#a#~J#~J#~J#~J#_#a#~J#a#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#a#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J#~J \ No newline at end of file diff --git a/old_website/index.md b/old_website/index.md new file mode 100644 index 0000000..d94e325 --- /dev/null +++ b/old_website/index.md @@ -0,0 +1,17 @@ +--- +layout: default +--- + +[Lensed LDT SN](./LDT_SN/LDT_list.html). + +[test](./LDT_SN/SDSSJ1100+5329-SDSS-I/SDSSJ1100+5329-SDSS-I.html). + +[Para Español aquí](./bio_es.html). + +The one in the picture is me! I am Tomás Ahumada and I am a ~~first~~ ~~second~~ ~~third~~ fourth year Astronomy PhD student at the University of Maryland (UMD). I am a Chilean astronomer searching for optical counterparts of short gamma-ray bursts and gravitational waves. I am working with Dr. Leo Singer from NASA using the Zwicky Transient Facility to cover large portions of the sky and maximize the probability to find transients in the northern nightsky. + +I obtained my undergraduate degree from the P. Universidad Católica de Chile where I majored in Astronomy. While there, I worked with both Prof. Felipe Barrientos and Prof. Karim Pichara on using machine learning algorithms to find quasars in the ATLAS survey. + +During the southern hemisphere summer in 2016, I was part of the Cerro Tololo (CTIO) Reaserch Experience for Undergraduates and worked with Dr. Bryan Miller (from Gemini Observatory) on identifying globular clasters of the shell-elliptical galaxy NGC3923. After my graduation I interned at Gemini and further analyzed the morphology of the galaxy. + + diff --git a/old_website/jekyll-theme-minimal.gemspec b/old_website/jekyll-theme-minimal.gemspec new file mode 100644 index 0000000..df3dc5e --- /dev/null +++ b/old_website/jekyll-theme-minimal.gemspec @@ -0,0 +1,20 @@ +Gem::Specification.new do |s| + s.name = 'jekyll-theme-minimal' + s.version = '0.1.1' + s.license = 'CC0-1.0' + s.authors = ['Steve Smith', 'GitHub, Inc.'] + s.email = ['opensource+jekyll-theme-minimal@github.com'] + s.homepage = 'https://github.com/pages-themes/minimal' + s.summary = 'Minimal is a Jekyll theme for GitHub Pages' + + s.files = `git ls-files -z`.split("\x0").select do |f| + f.match(%r{^((_includes|_layouts|_sass|assets)/|(LICENSE|README)((\.(txt|md|markdown)|$)))}i) + end + + s.platform = Gem::Platform::RUBY + s.add_runtime_dependency 'jekyll', '> 3.5', '< 5.0' + s.add_runtime_dependency 'jekyll-seo-tag', '~> 2.0' + s.add_development_dependency 'html-proofer', '~> 3.0' + s.add_development_dependency 'rubocop', '~> 0.50' + s.add_development_dependency 'w3c_validators', '~> 1.3' +end diff --git a/old_website/script/bootstrap b/old_website/script/bootstrap new file mode 100755 index 0000000..492e553 --- /dev/null +++ b/old_website/script/bootstrap @@ -0,0 +1,6 @@ +#!/bin/sh + +set -e + +gem install bundler +bundle install diff --git a/old_website/script/cibuild b/old_website/script/cibuild new file mode 100755 index 0000000..a55da73 --- /dev/null +++ b/old_website/script/cibuild @@ -0,0 +1,9 @@ +#!/bin/sh + +set -e + +bundle exec jekyll build +bundle exec htmlproofer ./_site --check-html --check-sri --disable-external +bundle exec rubocop -D +bundle exec script/validate-html +gem build jekyll-theme-minimal.gemspec diff --git a/old_website/script/release b/old_website/script/release new file mode 100755 index 0000000..fdbcf9d --- /dev/null +++ b/old_website/script/release @@ -0,0 +1,42 @@ +#!/bin/sh +# Tag and push a release. + +set -e + +# Make sure we're in the project root. + +cd $(dirname "$0")/.. + +# Make sure the darn thing works + +bundle update + +# Build a new gem archive. + +rm -rf jekyll-theme-minimal-*.gem +gem build -q jekyll-theme-minimal.gemspec + +# Make sure we're on the master branch. + +(git branch | grep -q 'master') || { + echo "Only release from the master branch." + exit 1 +} + +# Figure out what version we're releasing. + +tag=v`ls jekyll-theme-minimal-*.gem | sed 's/^jekyll-theme-minimal-\(.*\)\.gem$/\1/'` + +# Make sure we haven't released this version before. + +git fetch -t origin + +(git tag -l | grep -q "$tag") && { + echo "Whoops, there's already a '${tag}' tag." + exit 1 +} + +# Tag it and bag it. + +gem push jekyll-theme-minimal-*.gem && git tag "$tag" && + git push origin master && git push origin "$tag" diff --git a/old_website/script/validate-html b/old_website/script/validate-html new file mode 100755 index 0000000..f6b17eb --- /dev/null +++ b/old_website/script/validate-html @@ -0,0 +1,27 @@ +#!/usr/bin/env ruby + +require 'w3c_validators' + +def validator(file) + extension = File.extname(file) + if extension == '.html' + W3CValidators::NuValidator.new + elsif extension == '.css' + W3CValidators::CSSValidator.new + end +end + +def validate(file) + puts "Checking #{file}..." + + path = File.expand_path "../_site/#{file}", __dir__ + results = validator(file).validate_file(path) + + return puts 'Valid!' if results.errors.empty? + + results.errors.each { |err| puts err.to_s } + exit 1 +end + +validate 'index.html' +validate File.join 'assets', 'css', 'style.css' diff --git a/old_website/thumbnail.png b/old_website/thumbnail.png new file mode 100644 index 0000000..e6c0478 Binary files /dev/null and b/old_website/thumbnail.png differ diff --git a/old_website/to_do.txt b/old_website/to_do.txt new file mode 100644 index 0000000..f444f9d --- /dev/null +++ b/old_website/to_do.txt @@ -0,0 +1,9 @@ +add links to: + outreach and Community resources + in the news + research + CV + contact + add pdf of: + CV +change pic