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Tighter Integration of Rule-based and Statistical MT in Serial System Combination

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Tighter Integration of Rule-based and Statistical MT in Serial System

Combination

Ueffing, Nicola; Stephan, J.; Matusov, E.; Dugast, L.; Foster, George; Kuhn,

Roland; Senellart, J.; Yang, J.

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National Research

Council Canada

Institute for

Information Technology

Conseil national

de recherches Canada

Institut de technologie

de l'information

Tighter Integration of Rule-Based and

Statistical MT in Serial System

Combination *

Ueffing, N., Stephan, J., Matusov, E., Dugast, L., Foster, G.,

Kuhn, R., Senellart, J., Yang, J.

August 2008

* published in The Proceedings of the 22nd International Conference on

Computational Linguistics (COLING 2008). Manchester, United Kingdom.

August 18-22, 2008. NRC 50397.

Copyright 2008 by

National Research Council of Canada

Permission is granted to quote short excerpts and to reproduce figures and tables

from this report, provided that the source of such material is fully acknowledged.

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➾①ç✼➾❦➺●➳➍➴❅ï✡➺➄➚✪➳➜➸➦➺➮➚✪➳✝➺●➼➨➽❦æ❉➳❡➺→➱➮➼➨➸❫æ✡ê✪➼➃æ❉➳✱✃✡ê✼➺➮➻✳ê✼➺ ➹➄➾✷➼➜ê✼➺●✃✡➴➦➼➜➺●➹➓➵➃➼➍➱➮➱❸ç ➻✪✃✳➾❦➺sës➳➍➶✳➹➬➺③➳➃➶ ➘❫ç ➼ ➻✼➚✳➽❦➼✧➾☎➳➃ë➄➘✪➼♣➾☎➳➃➶✂➾❦➺●➼➜➺③➹③➾❦➺●➹➓➵➃➼➍➱➞➴➷➼➃➵➜➚✪➹❸➸❫➳➷➺➄➽❦➼➨➸❣➾✵ë ➱➓➼➜➺③➹➮✃✡➸✭❐①ð❉❮ñ❰✔ÏÐ➾☎ç✳➾❦➺●➳➍➴④ò➷❰✔➚✪➹➄➾ó➼➜➻✳➻✳➽❦✃❉➼➍➵➨➚ ➚❫➼✧➾✹➘✪➳➍➳➨➸➷➾▼➚✪✃✡è✱➸✛➺③✃✤➹❸➴✛➻✳➽❦✃✡➪✳➳✝❮✍❰✈ô❉ê❫➼➃➱➮➹ã➺③ç ✃✡➪✳➳➍➽✬➲✕î✲❮✍❰✂✃✡➽✮ð❉❮✍❰✂➼➃➱➓✃✡➸✪➳✖ò✖õ●➸■➺➮➚✪➹③➾☞➻✳➽❦➳✧ë ➪✳➹➓✃✡ê✏➾ñè✟✃✡➽❦ö✪ï❂➺➄➚✪➳➜➽❦➳éè✟➼✧➾÷➼ø➪✳➳➨➽❦çù➱➓✃✳✃✳➾☎➳ ➵➍✃✡ê✳➻✪➱➓➹❸➸✪æ➦➘✪➳❡➺➄è✟➳➃➳➜➸❅➺➄➚✪➳✻➺➮è✟✃④➾①ç✼➾❦➺●➳➍➴❅➾➃ú❉➺➮➚✪➳ ð❉❮✍❰Ð➾①ç❫➾❦➺●➳➍➴✰✃✡➸✪➱❸ç➷➚✪➼➃➶❑➼➍➵✧➵➍➳✧➾❧➾✕➺③✃➷➺➄➚✪➳★ì❇➹③ë ➸❫➼➃➱✿û➨ë➄➘✪➳♣➾▼➺✂➺➮➽❦➼➨➸✏➾☎➱➓➼➜➺●➹➓✃✡➸✏➾éì●➽❦✃✡➴ ➲✮î❿❮✍❰✕ò ü✏ê✳➽s➺➮➚✪➳➨➽❇➴■✃✡➽❦➳✖ï✇➺➄➚✪➳✘➻✳➽❦➳➍➪✳➹➮✃✡ê✏➾❝è✟✃❉➽❇öý➹❸➸✏ë ➪✳✃❉➱➓➪✳➳➃➶➡þ✑ê✳➽❦✃✡➻✪➳➍➼➨➸ù➱➮➼➜➸✪æ✡ê✪➼➍æ❉➳✿➻✪➼➃➹➬➽①➾Ð➼➜➸✪➶ ➽❦➳➍➱➮➼❡➺●➹❸➪✳➳➍➱➮çÿ➾☎➴➦➼➃➱➮➱②➺●➽❦➼➍➹❸➸✪➹➬➸✪æ ➵✧✃✡➽❇➻✪✃✖➽❦➼✖ò✇õ●➸ ➺➮➚✪➹③➾✒➻❫➼ ➻✪➳➜➽①ï❨è✟➳➷➶✳➳♣➾☎➵➨➽❦➹❸➘❫➳➷➼➦➴➷✃✡➽▼➳✛➺③➹③æ✡➚✼➺③➱➓ç ➹➬➸✼➺●➳➍æ✡➽❦➼➜➺③➳➃➶ù➾☎➳➨➽❦➹➓➼➃➱⑥➵♣✃✡➴❂➘✪➹➬➸✪➼➜➺③➹➮✃✡➸ùì❇✃❉➽✈➺➮➚✪➳ ✁ ➚✪➹❸➸✪➳♣➾☎➳➃ë➮➺●✃✳ë➮þ✑➸✪æ❉➱➮➹➄➾①➚Ð❮✍❰✢➺●➼✧➾☎ö✏ò✄✂ó➳✇è✟➹➮➱➓➱ ➻✼➽❦➳✧➾☎➳➨➸✼➺✬➳✆☎❉➻✪➳➨➽❦➹➬➴➷➳➜➸✼➺●➼➍➱P➳➃➪✳➼➍➱❸ê✪➼❡➺●➹➮✃✡➸■➽①➳♣➾▼ê✪➱➬➺s➾ ✃✡➸✭➺➄➚❫➳✞✝✠✟✡✟☞☛✍✌✤õ①ð❫❰ ➵➃✃✡➸❣➾▼➺➮➽❦➼➃➹➬➸✪➳➃➶❁➶✳➼➜➺③➼ ➺➮➽❦➼➃➵➜ö❑è✻➚❫➳➨➽❦➳❂➼➦➾☎➹③æ✡➸✪➹➓ì❇➹➮➵➍➼➨➸✼➺☞æ❉➼➃➹❸➸♥➹❸➸④➺③➳➨➽❇➴❅➾ ✃❉ì✮➘✪✃✧➺➮➚✍➼➜ê✼➺●✃✖➴➷➼➜➺③➹➮➵❑➼➜➸✪➶✂➾①ê✼➘✏✎❭➳➍➵➜➺●➹➬➪✳➳■➴➷➳❡➺❇ë ➽❦➹➓➵✧➾ø➹③➾ø➼➃➵➜➚✪➹➮➳➜➪✳➳➃➶✰➺➄➚✼➽❦✃✡ê✪æ✡➚❒➺➄➚✪➳ ➺●➹➮æ✡➚❉➺●➳➨➽ ➵➍✃✡ê✳➻✪➱➓➹❸➸✪æ✟✃❉ì✏➺➮➚✪➳✕➺➮è✤✃✤➾①ç✪➾❦➺③➳➃➴■➾➜ò ✑✓✒✕✔✖✔✕✗✙✘✏✚✜✛✣✢✥✤✥✦✖✧✕✛✩★✫✪✭✬✏✮✯✬✏✛✱✰✳✲✵✴✷✶✸✦✺✹✙✧✻✲✩✤✼★✻✦✙✽☞✶✸✛✵✧✕✛✩✾✿✛ ❀ ✚❁✪❂✶❄❃✯❅❇❆☞✤✥✲✏✬✵✧❈✮✯✬✩✾❁✢❉✦✄✢✥✴✫✬❊✶●❋❊❆■❍❉✚✜❏❑✒✕✔✙✔✫✗▲❋❄✰◆▼❖✛✵✧❖✤✼P✏✤◗✧✫▼ ✶❄✦✺❘❙❘❙✤◗✢✥✢❚✬✏✬❂✽❯✦✆✰❲❱❖✹✙❳✫★✼✤✥✲✏✛✱✢❨✤✥✦✺✧❩✤◗✧❙✶❄❋❊❆❬❍❉✚✜❏❭✒✫✔✙✔✕✗❪✛✵✧✕✾ ✽◆✦✺✰❫✰✳✬✏❴✥❱❖✹✙❳❖★✼✤❉✮◆✴❖✤◗✧✫▼▲✤◗✧❙✛✵✧✿❵❙✽◆✦✺✰❯❘❛✦✏✰☞❘❜✬✏✾✿✤◗✹✙❘❝❅ ❞ ❡ ◆✔❱✵♦❉❈❨t✬❞✑❆✡❱①❄●❈❨◆ ❮✍❰②➾①ç❫➾▼➺③➳➃➴■➾✑➺●➳➜➸✪➶★➺③✃✤➴■➼➨ö✳➳✝➺➄➚✪➳✱➾☎➼➨➴➦➳✻➳➜➽❦➽❦✃❉➽✵➾➞✃✡➪✳➳➍➽ ➼➜➸✪➶⑥✃✡➪✳➳➜➽✲➼✧æ❉➼➍➹❸➸❬ò❫❢➡➽❦➳♣➵➃➳➨➸❉➺✹➻✪➼➜➻✪➳➨➽✲❐①ð❫➹❸➴➦➼➨➽❦➶♥Ý➃Ô✔Ò❫ä✥❣➮ï ✝✠✟✡✟✻❤✳➼➨ÏP➻✼➽❦✃✡➻✪✃✳➾☎➳➃➶✻➺➮➚✪➼➜➺✏➼✲➻✳➚✳➽❦➼♣➾☎➳➃ë➄➘✪➼✧➾☎➳➍➶➷ð❉❮ñ❰✈➾①ç❫➾ ➺③➳➨➴ ➘✪➳ó➺➮➽❦➼➃➹➬➸✪➳➃➶ ✃✡➸➡➺➄➚✪➳ × Ò✳ß❣Ó✡Ò✪ä➮ä✐ù➻✪✃✳➾❦➺●ë❇➳➍➶✳➹➬➺③➳➃➶ ✃✡ê❉➺➄➻✳ê✼➺➂✃❉ìí➼➜➸✘➲✲î❿❮✍❰ ➾①ç✳➾❦➺●➳➍➴ ➺●✃ ➘✪➳➍➵➃✃❉➴➦➳➡➼➜➸ Ò❣Ó❉Ô➮Õ × Ò✪Ô➄Ø❸Ù ➻✪✃✳➾❦➺●ë●➳➍➶✳➹➬➺③✃✡➽✍ì❻✃✡➽✇➺➮➚✪➳é✃✡ê✼➺➮➻✳ê✼➺♥✃❉ì⑥➺➄➚✪➼❡➺ ➾①ç✼➾❦➺●➳➍➴④ò✬❰✔➚✼ê✏➾❧ï→➺➮➚✪➳❜ð❉❮í❰é➾①ç❫➾❦➺●➳➜➴ÿ➱③➳➍➼➨➽❇➸✏➾✻➚✪✃✡è✘➺③✃ ❥ ➺➄➽❦➼➜➸✏➾☎➱➮➼➜➺③➳✿❦✤➺➄➚✪➳➦✃✡ê✼➺➮➻✳ê✼➺➞✃❉ì➞➺➄➚✪➳✤➲✲î❿❮✍❰ ➾①ç✼➾❦➺❇➳➜➴❁➺s✃ ➼➜➸✪✃✧➺➄➚❫➳➨➽➞➪✳➳➨➽①➾☎➹➄✃✡➸⑥✃❉ì☞➺➄➚✪➳♣➾✵➳✛➾✵➼➜➴➷➳✻➺➮➽❦➼➨➸✏➾☎➱➓➼➜➺●➹➓✃✡➸❬➾❿➺➄➚✪➼❡➺ è✟➹➓➱➮➱✛➴➷✃❉➽❦➳÷➵➃➱➄✃✳➾☎➳➃➱❸ç ➽①➳✧➾☎➳➨➴✛➘✪➱➮➳í➺➄➽❦➼➜➸✏➾☎➱➮➼❡➺●➹➮✃✡➸❣➾✇➻✳➽❦✃✳ë ➶✖ê✪➵➃➳➍➶➷➘✳ç■ô❉ê❫➼➃➱➮➹➓ì❇➹➮➳➍➶■➚✳ê✳➴➷➼➜➸✏➾❡ò✼õs➸❅➺➮➚✪➳✤➼➜➘✪✃✡➪✳➳➃ë●➵➃➹ã➺❇➳➍➶ ➻❫➼➨➻✪➳➜➽①ï❀➺➄➚✪➹➄➾✂➾☎➳➨➽❦➹➮➼➍➱➷➵♣✃✡➴❂➘❫➹❸➸✪➼❡➺●➹➮✃✡➸❝➼➨➻✳➻✼➽❦✃❉➼➃➵➍➚✢è✟➼✧➾ ➾▼➚✪✃✡è✱➸✸➺●✃ ➻✳➽❦✃❉➶✖ê✪➵➃➳ý➱➮➼➜➽❦æ❉➳ ➹➓➴❂➻✳➽❦✃✖➪✳➳➨➴■➳➨➸✼➺s➾ ➹❸➸ ➺➮➽❦➼➨➸✏➾☎➱➓➼➜➺●➹➓✃✡➸❂➻✪➳➜➽❦ì❇✃✡➽❦➴➷➼➜➸✪➵➃➳✒ì❦✃✡➽→➺➮➚✪➳✲þ✹➸✪æ❉➱➓➹③➾▼➚✏ë③ü❬➽❦➳➨➸❫➵➨➚ ➱➓➼➨➸✪æ✡ê❫➼➃æ❉➳⑥➻❫➼➃➹❸➽✛❐●➘✪✃✧➺➄➚÷➶✳➹❸➽❦➳➍➵➜➺●➹➓✃✡➸✏➾▼Ï❂➵➃✃✖➴❂➻✪➼➜➽❦➳✧➶✂➸❫✃✧➺ ✃✡➸❫➱➓ç♥➺●✃❜➺➄➚✪➳➷➲✕î❿❮ñ❰é➾①ç✪➾❦➺③➳➨➴ÿ➘✳ê❉➺✮➼➃➱③➾☎✃✇➵➃✃❉➴➦➻✪➼➜➽❦➳➃➶ ➺③✃✛➺➮➚✪➳❂ð❉❮✍❰í➾①ç✪➾❦➺③➳➨➴➤➺➄➽❦➼➍➹❸➸✪➳➍➶❂➺●✃✤➺➄➽❦➼➨➸❣➾✵➱➓➼➜➺③➳✟➶✳➹❸➽❦➳➍➵➜➺●➱➮ç ì●➽❦✃✖➴✘➺➄➚❫➳➷➾☎✃✡ê✳➽❦➵♣➳❂➱➮➼➜➸✪æ✡ê✪➼➍æ❉➳✼ò❫❧★✃✡è✟➳➨➪❫➳➨➽①ï✏➺➮➚✪➳✧➾☎➳❂➳✆☎✪ë ➻❫➳➨➽❦➹❸➴➦➳➨➸✼➺s➾✮è★➳➜➽❦➳❂➵♣➼➨➽❇➽❦➹➓➳➃➶❜✃✡ê❉➺➞➹❸➸♥➼➨➸⑥ê✳➸✼ê✏➾❦ê❫➼➃➱✑➵➍✃✡➸✏ë ➺③➳✺☎✖➺sï✒è✻➚❫➳➨➽❦➳Ð➼ñ➱➮➼➜➽①æ❉➳Ð➵➍✃❉➽❇➻✳ê✏➾✇✃❉ì■➴➷➼➜➸✳ê✪➼➍➱➮➱➬ç ➵♣✃✡➽①ë ➽❦➳➍➵➜➺③➳➃➶✻➲✲î❿❮ñ❰♥✃✡ê✼➺➄➻✼ê✼➺❣è✟➼✧➾✹➼➜➪✳➼➃➹➮➱➄➼➨➘❫➱➮➳✖ò ð❫➹❸➴➦➼➨➽❦➶②Ý➃ÔÛÒ✪äsò→❐❯✝❫✟✡✟✡❤✖➘✳Ï✻➳✆☎✳➼➨➴➦➹❸➸✪➳♣➾✻➺➄➚❫➳❑➹➮➴✛➻✪➼➃➵❡➺ ✃❉ì④➼➨➸✢➼➜ê✼➺●✃✡➴➦➼➜➺●➹➓➵Ð➻❫✃✳➾▼➺së●➳➃➶✳➹ã➺●✃❉➽❅➺➮➽①➼➃➹➬➸✪➳➃➶ ✃✡➸é➴❅✃✡➽▼➳ ➵➍✃✡➴➷➴➦✃✡➸✪➱❸ç ➼➍➪✳➼➃➹➓➱➮➼➜➘✪➱➮➳ ➶✳➼➜➺③➼✖ò ❰✔➚❫➳ ➾☎✃✡ê✳➽❦➵➃➳♣ë ➱➓➼➨➸✪æ✡ê❫➼➃æ❉➳➦➻✪➼➨➽s➺✮✃❉ì✮➼■➘✪➹➮➱➓➹❸➸✪æ✡ê❫➼➃➱✹➻✪➼➨➽❦➼➍➱➮➱➓➳➃➱➞➵➃✃❉➽❻➻✳ê✏➾✟➹➄➾ ➹➬➸✳➻✳ê✼➺❨➺③✃❂➼➨➸❂➲✲î❿❮ñ❰✂➾①ç❫➾❦➺●➳➍➴❅ï❉➺➄➚✳ê✏➾Û➵➨➽❦➳➃➼❡➺●➹➬➸✪æ➷➼✱➵➍✃❉➽①ë ➻✼ê✏➾✿è✱➚✪➳➜➽❦➳ ➳➃➼➃➵➜➚ ➴➷➼➜➸✳ê✪➼➃➱➓➱➓ç✭➻✳➽❦✃❉➶❉ê✪➵➍➳➃➶✭➺s➼➨➽❦æ❉➳➜➺së ➱➓➼➨➸✪æ✡ê❫➼➃æ❉➳➡➾☎➳➜➸✼➺●➳➜➸✪➵➃➳ø➹③➾÷➼➃➱➓➹➮æ✡➸✪➳➍➶ è✟➹➬➺➄➚✘➼➨➸✭Øãß✼Þ✪Ý➃Ö ÚÛÝ➨ß✳Þ✪Ý❭ß✪Ô➮ä✐✘æ❉➳➜➸✪➳➨➽❦➼❡➺●➳➍➶➡➼➜ê✼➺●✃✡➴➦➼➜➺●➹➓➵Ð➺●➽❦➼➜➸✏➾☎➱➮➼➜➺③➹➮✃✡➸ ✃✳ì ➺➮➚✪➳Ð➾☎➼➨➴➦➳Ð➾☎✃✡ê✳➽❦➵➃➳ñ➾✵➳➜➸✼➺●➳➜➸✪➵➃➳✡ò✮❰✔➽❦➼➃➹➬➸✪➹❸➸❫æ ➼➜➸✢➼➨ê❉➺●✃✳ë ➴➦➼➜➺③➹➮➵✿➻✪✃✳➾❦➺së●➳➃➶✳➹ã➺●✃❉➽í✃✡➸➤➺➮➚✪➹③➾✍ö✳➹❸➸✪➶ ✃❉ì✂➵➍✃✡➽❦➻✳ê✏➾ñ➹③➾ ô✖ê✪➹➬➺③➳⑥➶✳➹➮ì❇ì❇➳➜➽❦➳➨➸✼➺✝ì❇➽❦✃❉➴Ñ➺③➽❦➼➃➹➬➸✪➹❸➸✪æ✂✃✡➸❫➳❜✃✡➸í➼❜➵♣✃✡➽❇➻✳ê✏➾ ➵➍✃✡➸✼➺●➼➍➹❸➸✪➹➬➸✪æ✿➵➃✃✡➽❇➽❦➳➍➵➜➺③➳➃➶ ❮✍❰❁✃✡ê✼➺➄➻✳ê❉➺①ú✮➼ñ➴➷➼➍➸✳ê✪➼➃➱➓➱➓ç ➻❫✃✳➾▼➺③ë●➳➃➶✳➹ã➺●➳➃➶❜➺➮➽①➼➨➸✏➾☎➱➓➼➜➺●➹➓✃✡➸②è★➹➓➱➮➱➞➚✪➼➍➪✳➳⑥➾☎➹➮➴➦➹➮➱➓➼➨➽✱è✟✃❉➽❦➶ ➵➜➚✪✃❉➹➮➵➍➳✧➾✮➼➨➸✪➶■è✟✃✡➽❦➶❑✃✡➽❦➶✳➳➜➽☞➺●✃❂➺➄➚✪➳★✃✡➽❦➹③æ❉➹➬➸✪➼➃➱❬➺➮➽①➼➨➸❣➾✵➱➓➼➃ë ➺③➹➮✃✡➸✏ï✼è✱➚✪➹➮➱➓➳❀➺➄è✤✃■➹❸➸❫➶✳➳➨➻✪➳➜➸✳➶✳➳➨➸❉➺●➱❸ç■æ❉➳➨➸❫➳➨➽❦➼➜➺③➳➃➶➷➺➮➽❦➼➨➸✏➾☎ë ➱➓➼➜➺③➹➮✃✡➸✏➾✹✃❉ì✏➺➄➚❫➳❀➾☎➼➃➴➦➳✕➺③➳✿☎✖➺✏➴➷➼➨ç★➶✳➹➮ì❦ì❇➳➜➽✔➽❦➼➃➶✼➹➮➵➃➼➍➱③➱❸ç❣ò ❰→➚✪➳✂➳✺☎❉➻✪➳➜➽❦➹➮➴➦➳➨➸✼➺s➾⑥➹➬➸ ❐①ð❫➹➓➴➷➼➜➽❦➶ Ý➍Ô✟Ò✪ä●ò❪✝❫✟❈✟✡❤❉➘✳Ï

(4)

➺●➹➮➵➍➼➃➱❿❮í➼➍➵➨➚✪➹➬➸✪➳❜❰✬➽❦➼➨➸❣➾✵➱➓➼➜➺③➹➮✃✡➸✁❻ò❿ð✼❮ñ❰ ➻✪✃✳➾❦➺❇ë●➳➍➶✪➹➬➺③➹❸➸✪æ ➾✵➹➓æ✡➸✪➹➮ì❇➹➓➵➃➼➜➸✼➺●➱❸ç➦➹➓➴❂➻✳➽❦✃❉➪✳➳♣➾Û➺➮➚✪➳❀î✄✂✔þ✆☎ ➾☎➵♣✃✡➽❦➳✧➾✮✃❉ì✬➺➮➚✪➳ ➲✲î❿❮✍❰ ➾①ç❫➾❦➺●➳➜➴ ì❦✃✡➽✤➘✪✃✧➺➮➚ñ➺③➽❦➼➨➸✏➾☎➱➮➼❡➺●➹➓✃✡➸ó➶✳➹➬➽❦➳➃➵➜➺③➹➮✃✡➸✏➾ ➼➨➸✪➶✂ì❇✃✡➽✱➘✪✃✧➺➮➚í➶✳✃✡➴➷➼➍➹❸➸✏➾✟➺●➳♣➾▼➺③➳➃➶✪ï✔➺➮➚✪➳ ✌✛➳➨è✤➾ ✁ ✃✡➴❅ë ➴➷➳➨➸❉➺●➼➨➽❇ç♥➶✳✃❉➴➷➼➍➹❸➸✇❐✞✝✻✟✠✟ ➺➄➽❦➼➍➹❸➸✪➹➬➸✪æ❜➾☎➳➨➸✼➺③➳➨➸✪➵➍➳❂➻❫➼➃➹❸➽①➾▼Ï ➼➨➸✪➶➂➺➮➚✪➳④þ✑ê✳➽❦✃✡➻✪➼➜➽❦➱✝➶✳✃✡➴➦➼➃➹❸➸ñ❐❡û✧ò✡✖❮ ➺➄➽❦➼➍➹❸➸✪➹➬➸✪æí➾☎➳➨➸✪ë ➺●➳➨➸❫➵➃➳✛➻✪➼➃➹➬➽①➾①Ï✵ò✏õ●➸✇➺③➳➨➽❦➴■➾✟✃❉ì✮î☛✂✔þ☞☎ ➾☎➵➍✃❉➽❦➳✧ï❨➺➄➚✪➳✛➚❫ç✼ë ➘✳➽❦➹➮➶✇➾①ç✳➾❦➺●➳➍➴ ➼➨➸✪➶❑➺➄➚✪➳✛➻✳ê✳➽❦➳❑ð✳❮✍❰ ➾①ç❫➾❦➺●➳➜➴ ➼➃➽❦➳➦➳✧➾❧ë ➾✵➳➜➸✼➺●➹➓➼➃➱➓➱➓ç✛➺●➹➮➳➍➶❑➹❸➸❅➺➮➚✪➳✻þ✹ê✼➽①✃✡➻✪➼➨➽❦➱→➶✳✃❉➴➷➼➍➹❸➸⑥❐❦ì❇✃✖➽Û➘❫✃✧➺➄➚ ➱➮➼➨➸❫æ✡ê✪➼➃æ❉➳✛➶✳➹❸➽❦➳➍➵➜➺●➹➓✃✡➸✏➾▼Ï①ï❣è✱➚✪➹➮➱➓➳❂➹❸➸❑➺➄➚✪➳✷✌❂➳➜è✤➾ ✁ ✃✡➴❅ë ➴➷➳➨➸❉➺●➼➨➽❇çù➶✼✃❉➴➷➼➍➹❸➸✏ï❂➺➮➚✪➳é➚✳ç✡➘✳➽❦➹➓➶✭➾①ç✼➾▼➺s➳➨➴ ✃❉ê✼➺➮➻✪➳➨➽❦ë ì❇✃✡➽❦➴❅➾➞➺➄➚✪➳✱➻✳ê✼➽❦➳❂ð✼❮✍❰í➾①ç❫➾❦➺●➳➍➴ ➘❫ç➷➼➨➘✪✃✡ê✼➺✆✡➷î☛✂✔þ✌☎ ➻✪✃❉➹❸➸✼➺s➾✱ì❇✃✡➽✕þ✹➸❫æ❉➱➮➹③➾▼➚❣ë➄➺③✃✳ësü✏➽❦➳➨➸✪➵➜➚✈➼➜➸✪➶⑥➘✳ç⑥➼➜➘✪✃❉ê✼➺✻û✧ò✍✝ ➻✪✃❉➹❸➸✼➺s➾✹ì❇✃✡➽→ü❨➽▼➳➨➸✪➵➜➚✪ë➮➺❇✃✳ë➮þ✑➸✪æ❉➱➮➹➄➾①➚❨ò ❰→➚✪➳✧➾☎➳✇➽❦➳✧➾▼ê✪➱ã➺❇➾⑥➾▼ê✪æ❉æ❉➳♣➾❦➺✻➺➮➚✪➼➜➺★➹➓ì❂✃✡➸✪➳✇➚✪➼♣➾❑➱➮➹❸➺➮➺③➱➮➳ ➺➄➽❦➼➃➹➬➸✪➹❸➸❫æ❜➶✳➼❡➺●➼✧ï✬➾☎➳➨➽❦➹➮➼➍➱✑➲✝î❿❮ñ❰✹ë▼ð❉❮ñ❰ ➵♣✃✡➴❂➘✪➹➓➸✪➼➜➺③➹➮✃✡➸ ➹③➾✟➺➄➚✪➳❑➘❫➳✧➾❦➺✱➾❦➺➄➽❦➼❡➺●➳➃æ❉ç❫ï✑è✱➚✪➹➓➱➮➳❑è✟➹ã➺➄➚í➴➦✃❉➽❦➳❅➺③➽①➼➃➹➬➸✪➹❸➸✪æ ➶✳➼➜➺③➼✧ï❿➾☎➳➨➽❦➹➓➼➃➱✒➵➃✃❉➴✛➘✪➹❸➸✪➼❡➺●➹➓✃✡➸Ð✃❉➽✻➺➄➚❫➳❜ê✏➾☎➳♥✃❉ì✤➼❜➻✼ê✳➽❦➳ ð✼❮✍❰ù➾✵ç✼➾❦➺❇➳➜➴ ç✼➹➮➳➍➱➮➶✪➾♥➳➃ô✖ê✪➹❸➪✳➼➍➱➮➳➨➸❉➺★➽❦➳✧➾▼ê✪➱➬➺s➾❡ò❁❧★✃✡è✤ë ➳➨➪✳➳➨➽①ï✑➺➮➚✪➳④î☛✂✔þ✌☎Ñ➾☎➵✧✃✡➽❦➳④➴➷➼➃ç✈ê✳➸✪➶✳➳➜➽❦➳✧➾❦➺●➹➬➴➷➼➨➺●➳❅➺➮➚✪➳ ➼➃➶❉➪✳➼➜➸✼➺●➼➍æ❉➳✧➾✤✃✼ì✻➾☎➳➨➽❦➹➓➼➃➱✝➾①ç❫➾❦➺●➳➜➴ ➵➃✃✖➴❂➘✪➹➬➸✪➼➜➺③➹➮✃✡➸❬ò✁✎✑✏✓✒ ✔✖✕✘✗✚✙✇➾▼➚✪✃✡è✤➾❂➾☎✃✡➴➷➳❑➶✳➼❡➺●➼❑ì❇➽❦✃✖➴❒➺➄➚✪➳ ✝❫✟❈✟✡❤ ✂÷✃❉➽❇ö✪ë ➾①➚❫✃✡➻❜✃✡➸➂ð❉❮✍❰Ð❐✁ ➼➍➱➮➱➮➹➄➾☎✃✡➸✏ë➮î✕ê✳➽❦➵➨➚♥Ý➃Ô✔Ò❫äsò✠✝❫✟✡✟❈❤❉Ï✲➹❸➸✪ë ➪✳✃❉➱➮➪✳➹➬➸✪æ✂➼➨➸✍➲✕î❿❮í❰❝➾①ç❫➾▼➺③➳➃➴ýì●➽①✃✡➴ ➺➮➚✪➳❜➵➍✃❉➴❂➻❫➼➨➸❫ç ð✳ç✳➾❦➺③➽❦➼➨➸❜❐✜✛✟➼➜➸✪æ⑥Ý➃Ô→Ò✪äsò❫✝❫✟✡✟✓✡❉Ï①ï❨➼➜➸✪➶❅➺➮➚✪➳❅ð❉❮ñ❰ó➾①ç❫➾❧ë ➺●➳➨➴ ✢✆✣✝➲✒❰✸❢✥✤✲þ ì❇➽❦✃❉➴ ✌✛➼➜➺③➹➮✃✡➸✪➼➍➱ý➲✝➳✧➾☎➳➃➼➜➽❦➵➨➚ ✁ ✃✡ê✳➸✪➵➍➹➮➱ ✁ ➼➜➸✪➼➃➶✼➼é❐✦☎★➳➃ì❇ì❇➹❸➸❫æ➤Ý➍Ô⑥Ò✪ä●ò ✝❫✟✡✟✡❤❉Ï✵ò✛❰→➚✪➳ î✑✂✔þ✧☎ ➾☎➵➃✃❉➽❦➳ ➹③➾✍➾①➚❫✃✡è✻➸ ➹❸➸ ➹➬➺③➼➃➱➓➹➮➵✧➾✍➼➃➱➓✃✡➸✪æ✢è✟➹ã➺➄➚ ➚✳ê✳➴➷➼➜➸✭➽❦➼➜➸✳ö✳➹❸➸✪æ✳➾ ✃❉ìó➾①ç❫➾❦➺●➳➨➴ ✃✡ê❉➺➄➻✳ê✼➺➂❐❇ì❇✃❉➽✍þ✑ê✏ë ➽❦✃✡➻✪➼➨➽❦➱➬Ï❭ò✕❢✻➱➬➺➮➚✪✃✡ê✪æ✡➚❂➺➄➚✪➳✝î★✂✔þ☞☎ ➾☎➵♣✃✡➽❦➳✧➾✕✃❉ì→➺➄➚❣➳✒➻✳ê✳➽❦➳ ð✼❮✍❰÷➾①ç✪➾❦➺③➳➨➴✰➼➜➸✪➶❅➺➮➚✪➳✤➚✳ç✡➘✳➽❦➹➓➶❜➾①ç✼➾▼➺③➳➃➴❁➼➨➽❦➳✛➸✪➳➃➼➜➽❦➱➓ç ➹➮➶✳➳➜➸✼➺●➹➓➵➃➼➃➱➄ïP➚✳ê✼➴➷➼➨➸②➳➨➪✳➼➍➱❸ê✪➼❡➺●✃✡➽①➾✱➽❦➼➜➸✳ö✳➳➃➶⑥➺➄➚❫➳➷➚✳ç✡➘✼➽❦➹➮➶ ➾①ç✳➾❦➺●➳➍➴ ì❇➹➬➽①➾▼➺❜✃✳ì②➳➃➹➮æ✡➚❉➺⑥þ✹➸✪æ❉➱➓➹③➾▼➚✏ë➮➺③✃✳ë③ü❨➽▼➳➨➸✪➵➜➚✭➾①ç✳➾❧ë ➺●➳➨➴■➾❜➼➜➸✪➶é➾☎➳➃➵➍✃✡➸✪➶✿✃❉ì❑➾✵➳➜➪✳➳➨➸ ü✏➽❦➳➨➸❫➵➨➚✏ë➮➺③✃✳ë③þ➞➸❫æ❉➱➮➹③➾▼➚ ➾①ç✳➾❦➺●➳➍➴❅➾❧ï✬➼✧➾✛➵➃✃❉➴✛➻✪➼➨➽❦➳➍➶❜➺●✃②➹❸➸✪ì❇➳➜➽❦➹③✃✡➽✱➽❦➼➜➸✳ö✳➹❸➸✪æ✳➾★ì❦✃❉➽ ð✼❮✍❰é✃✡➽❀➲✲î✕❮í❰ ➼➃➱➮✃✡➸❫➳❫úP➺➮➚✪➳⑥➾☎➳➨➽❦➹➮➼➍➱✲➵♣✃✡➴❂➘✪➹➓➸✪➼➜➺③➹➮✃✡➸ ➴➷➼➨ö✳➳♣➾✒➼✤➴■✃✡➽❦➳❂ì❇➼➍➪✪✃✡➽❦➼➨➘✪➱➓➳✤➹➓➴❂➻✳➽❦➳♣➾❭➾☎➹➓✃✡➸❜✃✡➸❑➚✪ê✳➴➦➼➨➸ ➳➨➪✳➼➃➱➬ê✪➼➜➺③✃✡➽①➾✔➺➄➚✪➼➜➸✛î✑✂✔þ✆☎ è✟✃✡ê✪➱➮➶✟➻✼➽❦➳➃➶✳➹➓➵➜➺❦ò ð✳ç✳➾❦➺●➳➍➴ þ✹➸✪✩✿ü❣➽➜ú ✫✍✬☞✭✯✮✥✰✲✱ ✳✴✏✶✵✸✷✶✹✻✺ ü❨➽✞✩✿þ✹➸✔ú ❐③î✑✂✔þ✧☎✻Ï ✳✼✏✓✵✸✷✶✹✦✽ ➲✲î❿❮✍❰✈❐①ð✳ç❫➾❦➺➄➽①➼➜➸✳Ï ✫✘✾✓✿ ❣ ✿❀✱❂❁ ✫✘✾✖❃ ❣ ❃✜✱❂❁ ð✼❮✍❰♥❐✦✢✆✣✒➲✝❰●❢✴✤✲þ✹Ï ✫✘✾✲❄ ❣❆❅ ✱❂❇ ✫❈✿✪❃ ❣ ✾❉✱❂❇ ➲✲î❿❮✍❰☞✩➡ð✳❮✍❰ ✫❈✿✓❊ ❣ ❃✜✱ ✙ ✫❈✿✪❃ ❣ ✿❀✱●❋ ✎☛✏✓✔✖✕✘✗❍✙✏ú❨î✑✂→þ✌☎❒➾✵➵➍✃❉➽❦➳❑➼➨➸❫➶✈➚✼ê✳➴➷➼➜➸➂➽❦➼➜➸✳ö✳➹❸➸❫æ✳➾ ì❇✃✡➽✻þ✹➸✪✩✿ü❨➽✟➼➨➸❫➶➂ü❨➽✞✩ þ✹➸í❐①ð✳❮✍❰ ✝❫✟✡✟❈❤✈þ✹ê✳➽❦✃✡➻✪➼➜➽❦➱ ➶✳➼➜➺③➼➨Ï ■✻ê✪æ❉➼♣➾❦➺✛Ý➃Ô✱Ò✪ä●ò✝❐❯✝✠✟✡✟✡❤❉Ï■➶✳➳✧➾☎➵➜➽❦➹❸➘✪➳♣➾❜➾☎➹❸➴➦➹➮➱➮➼➜➽⑥➳✺☎✪ë ➻✪➳➨➽❦➹➬➴➷➳➨➸❉➺❇➾✱ì❦✃✡➽✲➺➄➚✪➳■✃✧➺➄➚❫➳➨➽❀ì❇✃✡ê✼➽❀➱➮➼➜➸✪æ✡ê✪➼➍æ✳➳❂➻❫➼✧➹➬➽①➾✱➹❸➸ ❏ ➾①ç✼➾❦➺●➳➍➴ ➹➄➾➂➾☎➳➜➽❦➹➮➼➃➱➓➱➓ç ➵♣✃✡➴❂➘✪➹➬➸✪➳➃➶ è★➹ã➺➄➚ ➺➮➚✪➳➂❮✍✃✳➾☎➳✧➾ ð❉❮✍❰í➾✵ç✼➾❦➺●➳➍➴④ò❫❰✔➚✪➹➄➾❿➻✪➼➜➻✪➳➨➽➞➼➃➱➄➾❧✃❂➻✼➽❦➳✧➾☎➳➨➸✼➺s➾✲➼✛ô❉ê✪➼➃➱➓➹➮ë ➺③➼➜➺③➹❸➪✳➳✿➼➨➸❫➼➃➱❸ç✪➾☎➹➄➾í✃❉ì⑥➺➄➚✪➳✿➵➜➚✪➼➨➸✪æ❉➳♣➾✂➴➦➼➃➶✳➳ ➘✼çø➺➄➚❣➳ ð❉❮✍❰⑥➻❫✃✳➾▼➺së●➳➃➶✳➹ã➺●✃❉➽✔✃✡➸✟➺➄➚✪➳❿➲✝î❿❮✍❰✈✃✡ê❉➺➄➻✳ê✼➺❻ò ❰→➚✪➳✿➳✺☎❉➻✪➳➜➽❦➹❸➴➦➳➨➸✼➺s➾í➶✳➳♣➾✵➵➜➽❦➹❸➘✪➳➍➶ ➼➨➘✪✃✡➪✳➳✿➹➬➸✳➪✪✃✳➱➬➪✳➳ þ✑ê✳➽❦✃✡➻✪➳➍➼➨➸Ð➱➓➼➨➸✪æ✡ê✪➼➍æ❉➳❜➻❫➼➃➹❸➽①➾■➼➜➸✪➶✂➽❦➳➍➱➮➼➜➺③➹➮➪✳➳➍➱➓çó➾①➴➦➼➃➱➓➱ ➼➜➴➷✃✡ê✳➸❉➺❇➾✒✃❉ì☞➺➄➽①➼➍➹❸➸✪➹➬➸✪æ❑➶✳➼❡➺●➼✖ò❫✂Ð➳❂➶✳➳➍➵➃➹➓➶✳➳➃➶❅➺③✃⑥➵➃➼➜➽❇➽▼ç ✃✡ê❉➺✿➾☎➳➨➽❦➹➓➼➃➱÷➵➃✃❉➴✛➘✪➹❸➸✪➼❡➺●➹➓✃✡➸ ➳✺☎❉➻✪➳➜➽❦➹➮➴➦➳➨➸✼➺s➾ ✃❉➸Ñ➺➮➚✪➳ ✁ ➚✪➹❸➸✪➳♣➾☎➳➃ë➮➺●✃✳ë➮þ✑➸✪æ❉➱➮➹➄➾①➚❜➺➄➽▼➼➨➸✏➾☎➱➮➼❡➺●➹➓✃✡➸✇➺③➼✧➾▼ö✪ï✑ì❇✃✖➽❀è✱➚✪➹➓➵➨➚ ➱➓➼➨➽❦æ❉➳í➼➜➴❅✃✡ê✼➸✼➺❇➾④✃❉ì➦➺➮➽❦➼➃➹➬➸✪➹❸➸✪æ÷➶✳➼❡➺●➼í➼➜➽❦➳í➼➨➪✳➼➍➹③➱➓➼➨➘✪➱➓➳✖ò ❢★➾✟➳✖☎❉➻✪➱➮➼➍➹❸➸✪➳➍➶✈➼➜➘✪✃✡➪✳➳✧ï❨➺➄➚✪➳❑➾☎➳➍➽❦➹➮➼➃➱➞➵♣✃✡➴❂➘✪➹➬➸✪➼➜➺③➹➮✃✡➸②➹③➾ ➘✼ê✪➹➮➱ã➺❿➘✳ç✇ì❇➹❸➽①➾❦➺✕➚✪➼➜➪✳➹❸➸✪æ⑥➺➄➚❫➳➦➲✮î❿❮✍❰é➾①ç✪➾❦➺③➳➃➴❒➺➮➽❦➼➨➸✏➾☎ë ➱➓➼➜➺③➳✻➼➍➱➮➱ ✁ ➚❫➹❸➸✪➳♣➾✵➳✝➺➮➽❦➼➃➹❸➸❫➹❸➸✪æ✛➶✳➼➜➺③➼✻➹➬➸✼➺●✃✤þ✹➸❫æ❉➱➮➹③➾☎➚❨ò❉❰✔➚❫➳ ð❉❮✍❰ ➵♣✃✡➴❂➻✪✃✡➸✪➳➜➸✼➺✛➹③➾■➺➄➚✪➳➜➸ó➺➄➽❦➼➃➹➬➸✪➳➃➶ ✃✡➸é➾☎➳➨➸✼➺③➳➨➸✪➵➍➳ ➻❫➼➃➹❸➽①➾÷è✱➚✪➳➜➽❦➳➡➳➍➼➃➵➜➚✘➲✲î❿❮✍❰ þ✹➸✪æ❉➱➓➹③➾▼➚✰✃✡ê❉➺➄➻✳ê✼➺➂➹③➾ ➼➍➱➮➹➓æ✡➸✪➳➃➶★è★➹ã➺➄➚✤➺➄➚✪➳✲þ✬➸✪æ❉➱➓➹③➾▼➚❂➽❦➳➍ì❇➳➨➽❦➳➨➸❫➵➃➳✱➾✵➳➜➸✼➺●➳➜➸✳➵➃➳✒ì❇✃✡➽ ➺➮➚✪➳➦✃✡➽❦➹➮æ❉➹❸➸❫➼➃➱ ✁ ➚✪➹➬➸✪➳✧➾☎➳■➾✵➳➜➸✼➺●➳➜➸✪➵➃➳✡ò❨❰✔➚✼ê✏➾❧ï✏➺➄➚✪➳■ð❉❮ñ❰ ➾①ç✼➾❦➺●➳➍➴✰➹➄➾❀➵➍➼➨➻✪➼➜➘✪➱➮➳✛✃✳ì ❥ ➺③➽❦➼➨➸❣➾✵➱➓➼➜➺③➹❸➸✪æ✻❦✟➲✲î❿❮ñ❰Ð✃✡ê✼➺së ➻✼ê✼➺❨➹➬➸✼➺●✃✟➳➜➪✳➳➨➸✤➘✪➳❡➺➮➺③➳➨➽❬þ✹➸❫æ❉➱➮➹③➾▼➚❬ò ❰→➚✪➳ ✁ ➚✪➹➬➸✪➳✧➾☎➳➍ë➄þ✑➸✪æ❉➱➮➹➄➾▼➚⑥➳✿☎❉➻✪➳➜➽❦➹❸➴➦➳➨➸✼➺s➾✲è✤➳➜➽❦➳❂➵♣➼➨➽①ë ➽❦➹➓➳➃➶⑥✃✡ê❉➺➞➹❸➸❑➺➄➚✪➳✛➵➃✃✡➸✼➺③➳✺☎✖➺➞✃❉ì➞➘❫✃✧➺➄➚④➺➮➚✪➳❯✤ ❢❂✂✑þÐ➻✳➽❦✃✳ë ✎❧➳➃➵❡➺✇➼➨➸✪➶➡➺➮➚✪➳ ✝❫✟❈✟☞☛ ✌★õ☎ð❫❰ ✁ ➚✪➹❸➸❫➳✧➾☎➳➃ë➮➺●✃✼ë③þ➞➸✪æ❉➱➓➹③➾▼➚ ❮✍❰ý➳➨➪✳➼➍➱❸ê✪➼❡➺●➹➮✃✡➸❨ò■❰✔➚✪➳❝➹❸➸❉➺●➳➃æ✡➽▼➼➜➺●➹➓✃✡➸✰✃❉ì➂➺➮➚✏➳é➺➄è✟✃ ➵➍✃✡➴❂➻✪✃✡➸❫➳➨➸✼➺s➾➡✃❉ìó➺➮➚✪➳✰➾☎➳➜➽❦➹➮➼➃➱ñ➵✧✃✡➴✛➘✪➹❸➸❫➼➜➺●➹➓✃✡➸ÿè✟➼✧➾ ➶✼➳➃➳➨➻❫➳➨➸✪➳➍➶ ➘❫ç➡➚✪➼➨➪✳➹➬➸✏æ➡➺➄➚❫➳ ➲✲î❿❮ñ❰ ➵✧✃✡➴✛➻✏✃✡➸✪➳➜➸✼➺ ➘✼➽❦➳➃➼➨ö ➹➬➺s➾í✃✡ê✼➺➮➻✳ê✼➺♥➹➬➸✼➺●✃❝➵➨➚✳ê✼➸✳ö✪➾❧ï✤è✟➹➬➺➮➚ù➾✵✃✡➴➦➳✿✃✳ì ➺➮➚✪➳✧➾☎➳✿➵➜➚✳ê✳➸✳ö✪➾➂➘✪➳➃➹ã➸❫æ➡➼➜➸✳➸✪✃✧➺●➼❡➺●➳➍➶➡è✟➹ã➺➄➚ ➼é➵➃✃✡➸❫ì❇➹③ë ➶✼➳➨➸✪➵➍➳✈➱➓➳➨➪✳➳➃➱✻❱✲➵➜➚✳ê✳➸✳ö✪➾➦è✟➹ã➺➄➚ó➱➄✃✡èÿ➵♣✃✡➸✪ì❇➹➮➶✳➳➜➸✪➵➃➳✇➼➨➽❦➳ ➴➦✃✡➽①➳⑥➱➓➹❸ö✳➳➃➱➮ç✇➺●✃②➘✪➳④➵➨➚✪➼➜➸✪æ❉➳➃➶②➘✳ç❜➺➄➚❫➳✈ð❉❮ñ❰✢➵➃✃✡➴■ë ➻❫✃✡➸✪➳➨➸✼➺❻ò ❲ ❥❑❏❉❚➨❆❉♦♣❄❇❲✔❱▼❄s❈❨◆②❈✪▲✹r❨❳✟❛❬❩❝❯❨❵✔❚❡❱✵❏✲❭ ❰→➚✪➳❀➲✲î❿❮ñ❰í➾①ç❫➾❦➺●➳➍➴ù➹❸➸➷➺➄➚❫➳✧➾☎➳✟➳✺☎❉➻✪➳➜➽❦➹➮➴➦➳➨➸✼➺s➾✝➹➄➾Û➺➮➚✪➳ ð✳ç✼➾❦➺●➽❦➼➜➸ ✁ ➚✪➹➬➸✪➳✧➾☎➳➍ë③þ✹➸✪æ❉➱➓➹③➾▼➚ó➾①ç❫➾❦➺●➳➨➴⑥ò➞❰→➚✪➹③➾■➾❦ç❫➾▼➺③➳♣➴ ➹➄➾✝➶✼➳✧➾☎➵➨➽❦➹➬➘✪➳➃➶❑➳✆☎✖➺●➳➨➸❣➾✵➹➬➪✳➳➃➱❸ç❑➹➬➸⑥❐✜✛✟➼➨➸✪æ■Ý➍ÔPÒ✪äsò❫✝❫✟✡✟✲✡❉Ï✵ò õ●➸ ➻✪➼➜➽s➺●➹➮➵➜ê✪➱➮➼➜➽①ï✢➹ã➺➤ê✏➾☎➳✧➾ÿ➼ ➽❇ê❫➱➮➳♣ë③➘❫➼✧➾☎➳➃➶ è✟✃✡➽❦➶✪ë ➘❫✃✡ê✳➸✪➶✳➼➜➽❻ç■➴■✃❉➶❉ê✪➱➓➳✤➼➨➸❫➶❑➼✟➘✪➹➮➱➓➹❸➸✪æ✡ê❫➼➃➱✔➱➓➳✿☎✳➹➓➵✧✃❉➸❑è✟➹ã➺➄➚ ➼➜➘✪✃✡ê✼➺✻û✧ò✝✼❮ ➳➜➸✼➺➄➽❦➹➓➳✧➾❧ïP➵➃✃✡➸❉➺●➼➃➹➬➸✪➹❸➸❫æ❑è✟✃❉➽❦➶✪➾❧ïP➳✖☎❉➻✳➽❦➳✧➾❧ë ➾☎➹➓✃✡➸✏➾Ð➼➜➸✪➶ ➽❇ê✪➱➓➳✧➾❡ò✛❰✔➚✪➹➄➾ó➾❦ç✼➾▼➺③➳➃➴ ➹③➾÷➾①➻❫➳➃➵➃➹➓ì❦➹➮➵➍➼➃➱➓➱➓ç æ❉➳➍➼➨➽❦➳➍➶④➺s✃❅➺➄➽❦➼➜➸✏➾☎➱➮➼➜➺③➹➮✃✡➸✇➹❸➸♥➺➮➚✪➳➦➶✳✃❉➴➷➼➍➹❸➸✇✃❉ì❀➾☎➵➃➹➓➳➨➸✪➵➍➳ ➼➜➸✪➶❜➺●➳➍➵➨➚✳➸✪✃❉➱➓✃❉æ✖ç❣òP➲✒➳➃➵➍➳➨➸✼➺✮➳➜➪✪✃❉➱❸ê✼➺③➹➮✃✡➸í✃❉ì✲➺➄➚✪➹●➾❂➾①ç✼➾❧ë ➺③➳➨➴ ➚✪➼♣➾ùì❇✃❉➵➨ê❣➾✵➳➍➶ ✃✡➸ ➶✳➳➜➪✳➳➃➱➄✃✡➻✪➹❸➸❫æ ➾❦➺➄➽❇ê❣➵➜➺➄ê✼➽❦➳➃➶ ➴➦➼➨➽❦ö❉ê✼➻❑➴➷➼➨ö✳➹➬➸✪æ❑➹➬➺✔➻✪✃✳➾❧➾✵➹➬➘✪➱➮➳✱➺●✃■➴➷✃✡➸❫➹➬➺●✃✖➽Û➽❇ê❣➱➮➳✤➼➜➻✪ë ➻❫➱➮➹➮➵➍➼➜➺③➹➮✃✡➸Ð➼➜➸✪➶➂➺●✃✍➹❸➸✼➺③➳➨➽❦➼➃➵❡➺✒è✟➹➬➺➮➚ñ➺➮➚✪➳⑥➽❇ê✪➱➓➳✈➳➍➸✪æ❉➹➬➸✪➳ ❐❢✒➺➮➺➮➸✪❪✧➾✹Ý➍Ô✪Ò✪ä❈✝❫✟✡✟✪✝✧Ï✵ò ❫ ❥❑❏❉❚➨❆❉♦♣❄❇❲✔❱▼❄s❈❨◆②❈✪▲❿❯→❛❴❩✢❯❬❵✔❚❡❱✵❏✲❭ ❰→➚✪➳➂ð❉❮✍❰➡➾①ç❫➾❦➺●➳➍➴ ➹➬➸✍➺➄➚❫➳✧➾☎➳❜➳✆☎❉➻✪➳➨➽❦➹➬➴➷➳➨➸❉➺❇➾■➹③➾✤➺➮➚✪➳ ✢✆✣✝➲✒❰ ❢✼✤✝þ ➾①ç❫➾❦➺●➳➨➴ ì●➽▼✃✡➴ ➺➮➚✪➳ ✌✛➼➜➺●➹➄✃✡➸✪➼➍➱÷➲✝➳➃ë ➾☎➳➍➼➨➽❦➵➨➚ ✁ ✃✡ê✳➸❫➵➃➹➮➱ ✃❉ì ✁ ➼➨➸✪➼➍➶✳➼ ❐✦☎★➳➃ì❇ì❇➹❸➸❫æ Ý➍ÔóÒ❫äsò ✝✠✟✡✟✻❤❉Ï✵ò✸✢✆✣✝➲✒❰ ❢❵✤✝þ❝➹③➾✛➼❜➾❦➺●➼➜➸✪➶✳➼➨➽❦➶②➻✼➚✳➽❦➼✧➾☎➳➃ë➄➘✪➼♣➾☎➳➃➶ ➾①ç✼➾❦➺●➳➍➴❒➺➄➚✪➼❡➺✮➵➃➼➜➽❦➽❦➹➮➳♣➾✤✃✡ê✼➺✕➘✪➳➍➼➨➴ ➾☎➳➃➼➍➽❦➵➨➚✂➶✳➳➍➵➃✃❉➶✳➹➬➸✪æ ê❣➾✵➹➬➸✪æ➦➼✟➱➮✃✳æ❉➱➓➹❸➸✪➳➍➼➨➽➞➴❅✃❉➶✼➳➃➱sò✡❮ñ➼✎❧✃✡➽❿ì❦➳➃➼❡➺➄ê✳➽❦➳♣➾✲➹➓➸■➺➮➚✪➹③➾

(5)

ì●➽❦✃❉➴ ➾①ç✖➴➦➴❅➳❡➺➄➽❦➹✁✧➳➃➶ õsî❿❮ ✝ ➼➜➸✪➶ ❧✒❮✂❮ è✟✃✡➽❦➶ ➼➃➱➮➹➓æ✡➸✳➴➷➳➜➸✼➺❇➾➞❐●è✟➹ã➺➄➚➷➼✮➻✳➚✳➽❦➼♣➾☎➳❀➱➓➳➨➸✪æ✧➺➮➚➷➱➮➹➬➴➷➹ã➺P✃❉ì✑➾☎➳➜➪✳➳➨➸ è★✃✡➽❦➶❫➾①Ï①ï✒➼➜➸✪➶✿➼Ð➾❦➺●➼❡➺●➹➮➵✄✂✪ë❇æ✡➽❦➼➃➴ ➱➮➼➨➸❫æ✡ê✪➼✧æ❉➳✍➴➷✃❉➶✳➳➍➱ ❐ ✂✔❮➂Ï❅➺➄➽❦➼➍➹❸➸✪➳➍➶✿✃✡➸ ➺➄➚✪➳ ✤❀➹➄æ❉➼➨è✤✃✡➽❦➶✿➵➍✃❉➽❇➻✳ê✏➾④ê✏➾☎➹❸➸✪æ ➺➄➚✪➳❑ð❉➲✮õ ✂✔❮✸➺③✃✳✃❉➱❸ö✳➹ã➺✕❐①ð✼➺s✃❉➱➮➵➜ö✪➳❝✝❫✟✡✟✻✝✳Ï✵ò❲❢✱➸✇➹➮➴✛➻✪✃✡➽①ë ➺●➼➨➸❉➺✲ì❇➳➍➼➜➺➮ê✳➽❦➳■➹③➾✟➼➜➸➂➼➨➶✼➼➨➻✼➺③➳➃➶☎✂❫ësæ✡➽❦➼➍➴ ✂✔❮ ➶❫➳➨➽❦➹➬➪✳➳➃➶ ì●➽❦✃❉➴➡➺➄➚✪➳✒➻✪➼➜➽❦➼➃➱➮➱➓➳➃➱❨➵➃✃✡➽❇➻✼ê✏➾➞ê✏➾☎➹❸➸❫æ★➺➄➚❫➳✒➺③➳➃➵➜➚❉➸✪➹❸ô❉ê✪➳✱✃❉ì ❐süP✃✳➾❦➺③➳➨➽✝➼➜➸✪➶ ✟❀ê✳➚✳➸ ✝✠✟✡✟✻❤❉Ï❉❱P➹ã➺➞➹➄➾✱➼➷➱➓➹❸➸✪➳➍➼➨➽✲➴■➹✥☎✖➺➮ê✳➽❦➳ ✃❉ì❭✌➦ë❇æ✡➽①➼➨➴ ➴➦✃❉➶✳➳➃➱➄➾Ð➺➄➽❦➼➃➹➬➸✪➳➃➶✘✃✡➸✭➻✪➼➜➽❦➼➃➱➓➱➮➳➃➱✂➾▼ê✳➘✪ë ➵➃✃✡➽❇➻✪✃✡➽①➼✱❐◆❧★✃✡➸✪æ✥✟✻✃✡➸✪æ❝❧✻➼➨➸❣➾✵➼➜➽❦➶✪ï❉ü✏î✮õ✵ð❣ï ☎❙✌■ï✼Ý➃Ô➓Ù✺❣ãÏ❭ò ✣✒➺➮➚✪➳➨➽ñì❇➳➃➼➜➺➮ê✳➽❦➳✧➾ ➼➜➽❦➳❝è★✃✖➽❦➶✭➵➃✃✡ê✼➸✼➺✂➼➜➸✪➶ù➻❉➚✼➽❦➼✧➾☎➳➃ë ➶✳➹③➾▼➻✪➱➓➼➃➵➃➳➜➴➷➳➜➸✼➺❑➶✼➹③➾❦➺●✃✡➽s➺③➹➮✃✡➸❬ò✄✢✬➼➜➽❦➼➨➴■➳➜➺③➳➨➽♥➺➮ê✳➸✪➹➬➸✪æé✃✳ì ➺➄➚✪➹➄➾✤➱➮✃❉æ❉➱➓➹❸➸✪➳➍➼➨➽✱➵➃✃❉➴✛➘✪➹❸➸❫➼➜➺●➹➓✃✡➸✂➹③➾✟➻❫➳➨➽❦ì❇✃✡➽❇➴➷➳➍➶②ê✏➾☎➹❸➸✪æ ✣✻➵➜➚✝✆➾✹➴➷➼✆☎✪ë③î✄✂→þ☞☎ø➼➃➱➄æ❉✃✡➽❦➹➬➺➮➚✳➴ ❐✞✣✱➵➨➚ ✝❫✟❈✟✓✡❉ÏPè✟➹➬➺➮➚❂➼ ➵➃➱➮✃✳➾☎➳♣➾▼➺së➄➴➷➼❡➺●➵➨➚÷➘✳➽❦➳➜➪✳➹➬➺●ç✍➻✪➳➨➸❫➼➃➱➬➺➄ç❣ò✌■★➳➃➵♣✃❉➶✳➹➬➸✪æíê✏➾☎➳♣➾ ➺➄➚✪➳ ➵➜ê✳➘✪➳➃ë➄➻✳➽❇ê✼➸✪➹❸➸✪æ❁➼➃➱➓æ✳✃✡➽❦➹➬➺➮➚✳➴ ✃✳ì ❐◆❧❀ê✪➼➜➸✪æ✰➼➜➸✪➶ ✁ ➚✪➹➮➼➜➸✪æ ✝✡✟✡✟❈❤❉Ïíè✟➹➬➺➓➚❁➼➤➾☎➳➜➪✳➳➨➸✪ë➄è✟✃❉➽❦➶✭➶✼➹③➾❦➺➄✃✡➽s➺●➹➓✃❉➸ ➱➮➹❸➴➦➹➬➺❻ò ✞ ➭ ◆✬◆✑❈❣❱✵❋❣❱①❄❇◆P❖❅r ❳✱❛ ❩✠✟❜❞→❱✵❲✑❞→❱ ❰→➚✪➳❑✃✡ê✼➺➄➻✼ê✼➺✮✃❉ì✮➺➮➚✪➳➷➲✲î❿❮✍❰é➾①ç❫➾❦➺●➳➨➴ÿ➹➄➾✟➘✳➽❦✃✖ö✳➳➨➸ ➹❸➸✼➺③✃✤➼➨➸✳➸❫✃✧➺●➼➜➺③➳➃➶ ❥ ➵➨➚✼ê✳➸✳ö✪➾✣❦✠❱❫➾☎✃✡➴➷➳✱✃❉ì❬➺➄➚❫➳✧➾☎➳❀➵➍➚✳ê✳➸✼ö✪➾ ➚✪➼➨➪✳➳✛➵✧✃✡➸✪ì❇➹➓➶✳➳➨➸❫➵➃➳✤➪✳➼➍➱❸ê✪➳♣➾✒➼✧➾❧➾☎➹➮æ✡➸✪➳➍➶❅➺❇✃➷➺➮➚✪➳➍➴♥ò❣❰→➚✪➳ ➼➨➸✳➸✪✃✧➺③➼➜➺③➹➮✃✡➸✏➾✍➵➃✃✡➴➷➳ ì●➽①✃✡➴ ➾☎➳➨➪✳➳➍➽❦➼➃➱⑥➾❦➺●➳➜➻✏➾ñ✃❉ì♥➺➮➚✪➳ ➲✲î❿❮✍❰÷➺③➽❦➼➨➸❣➾✵➱➓➼➜➺③➹➮✃✡➸✇➻✳➽❦✃❉➵➃➳♣➾❭➾❡ò ✁ ê✳➽❇➽❦➳➜➸✼➺●➱❸ç❫ï❬➺➄➚❣➳■ì❇✃❉➱③ë ➱➮✃✡è✟➹❸➸✪æ✟ì❇➹➓➪✳➳✕➺●ç✧➻✪➳✧➾➞✃❉ì→➵➨➚✳ê✳➸✼ö✤➼➨➽❦➳✝➼➜➸✳➸✪✃✧➺③➼➜➺●➳➍➶→ú

✌❂➼➜➴➷➳➍➶➤➳➜➸✼➺●➹ã➺●➹➓➳✧➾❧ï❂➶✼➼➜➺●➳♣➾❧ï✤➸✳ê✼➴❂➘✪➳➜➽①➾❭ï✛Ý➃Ô➓Ù✖ò ❐❇✃✡➸✪➳✟➵➨➚✳ê✼➸✳ö➦➺●ç✧➻✪➳➍Ï☛✡✇➼✤➵➍✃✡➸✪ì❇➹➮➶✼➳➨➸✪➵➍➳✟➪✳➼➃➱➬ê✪➳ ➹③➾➦➼✧➾❧➾☎➹➮æ✡➸✪➳➍➶②➘✪➼✧➾☎➳➍➶②➻✪➼➨➽s➺③➱➓ç✍✃✡➸í➚✪✃✡è è✟➳➃➱➓➱ ➺➄➚✪➳ ➚❫ç✧➻✪✃✧➺➮➚✪➳✧➾☎➹☞♣➳➃➶ ➳➨➸✼➺③➹➬➺➄ç ➴➦➼➜➺●➵➜➚✪➳✧➾ ➾✵✃✡ê✼➽❦➵➃➳♣ës➱➓➼➨➸✪æ✡ê❫➼➃æ❉➳ ➳➜➸✼➺●➹ã➺③ç ➻✪➼❡➺➮➺●➳➜➽❇➸✏➾✘➼➨➸✪➶ ➻✪➼➨➽s➺③➱➓ç➦✃✡➸✤➺➄➚✪➳✒➳✺☎✖➺③➳➨➸✼➺❣➺s✃✤è✱➚✪➹➮➵➜➚✛➺➮➚✪➳❀➳➜➸✼➺●➹ã➺③ç ➴➷➼➜➺③➵➨➚✪➳♣➾⑥➳➜➸✼➺➄➽❦➹➓➳✧➾⑥➹➬➸ó➺➄➚✪➳✇➘✪➹➓➱➮➹ã➸✪æ✡ê❫➼➃➱✟➱➮➳✆☎✳➹➮ë ➵➃✃✡➸ ❐❇Ý✺❣àá✔òï❂➼✿➚✳ç✡➻❣✃✧➺➄➚✪➳♣➾☎➹☞✧➳➍➶ ➵➃✃❉➴✛➻✪✃✡ê✳➸✪➶ ➻✳➽❦✃✡➻✪➳➨➽❿➸❫➼➨➴➷➳✛➹③➾✒➼✧➾❧➾☎➹➮æ✡➸❫➳➃➶⑥➼★➚✪➹➮æ✡➚✪➳➜➽✲➵➃✃✡➸✪ë ì❇➹➮➶✳➳➜➸✪➵➃➳⑥➹➓ì✱➹➬➺✒➹➄➾✤➴➦➼➃➶✳➳❑ê✼➻í✃❉ì✟➹❸➸✪➶✳➹➬➪✳➹➮➶❉ê❫➼➃➱

☎✻➸✳ö❉➸❫✃✡è✻➸✇è✟✃✡➽❦➶✪➾✟✃✡➽✮ê✳➸✪➱➮➹➬ö✳➳➃➱➮ç②➾☎➳➃ô✖ê✪➳➨➸✪➵➍➳ ✃❉ì✇➾▼➚✪✃✡➽s➺❅è✤✃✡➽❦➶✪➾✂❐③➺➄è✟✃ø➶✳➹➮ì❇ì❇➳➍➽❦➳➨➸✼➺④➵➜➚✳ê✳➸✳ö ➺➄ç✧➻✪➳✧➾▼Ï✌✡ ê✳➸✳ö❉➸✪✃✡è✱➸ è✤✃✡➽❦➶✪➾ ➹➮➶✳➳➜➸✼➺●➹➓ì❻ç è✟✃✡➽❦➶✪➾❑➺➄➚❫➼➜➺➦➼➍➽❦➳✂➸✪✃✧➺➷➹❸➸ ➺➄➚❫➳í➱➮➳✖☎✳➹➮➵➍✃✡➸✢✃✡➽ ➺➮➚✪➼➜➺❅➚✪➼➜➪✳➳÷➸✪✃✢➴➦➳➃➼➜➸✪➹❸➸✪æ✪ò✟ü❬✃❉➽ ✁ ➚✪➹❸➸✪➳♣➾☎➳✧ï ê✼➸✳ö❉➸✪✃✡è✱➸❑è✟✃✡➽❦➶✪➾✝➼➜➽❦➳✟➽①➼➜➽❦➳❂➾☎➹❸➸✪➵➍➳✤➼➨➸✳ç⑥➳✆☎✪ë ➻✼➽❦➳✧➾❧➾☎➹➮✃✡➸✂➵➃➼➜➸➂➘❫➳❑➶✳➳➃➵➍✃✡➴❂➻✪✃✳➾☎➳➃➶②➹➬➸✼➺●✃②➾☎➹❸➸✪ë æ❉➱➓➳❀➵➜➚✪➼➨➽▼➼➃➵➜➺③➳➨➽①➾❧ï✳➳➍➼➃➵➜➚❅✃❉ì→è✻➚❫➹➮➵➨➚➦➹③➾❿➼➍➱❸➴■✃✳➾❦➺ ➼➍➱❸è✟➼➨ç✪➾✇➼✍➻✪✃✳➾❧➾✵➹➬➘✪➱➮➳✍è✟✃✡➽❦➶✏ò▲❧★✃✡è★➳➍➪✳➳➨➽☎ï✱➼ ➾☎➳➍ô❉ê✪➳➨➸❫➵➃➳⑥✃❉ì✟➾☎➹❸➸✪æ❉➱➓➳✧ë●➵➜➚✪➼➨➽①➼➍➵➜➺③➳➨➽✟è✟✃❉➽❦➶✪➾✛➹③➾ ê✼➸✪➱➮➹➬ö✳➳➃➱❸ç ➹➬➸ ✁ ➚✪➹➬➸✪➳✧➾☎➳✢➼➜➸✪➶✭➾❻ê✪➵➨➚✘➼➡➾☎➳➃ë ô✖ê✪➳➨➸✪➵➍➳✝➹➄➾☞➼➍➱③➾☎✃✟➶✳➳❡➺●➳➃➵❡➺●➳➍➶✤➼➨➸✪➶★➼➨➸✳➸✪✃✧➺③➼➜➺③➳➃➶✏ò

✍ ð❉➺➮➽❦✃✡➸✏æ✝✎✮➽❇ê✪➱➓➳✧➾➦✃✡ê✼➺➮➻✳ê✼➺✏✡ñ➺➄è✟✃✂➶✳➹➮ì❇ì❇➳➍➽❦➳➨➸❉➺ ➵➜➚✳ê✳➸✳ö ➺③ç✧➻✪➳✧➾ ➹➓➶✳➳➨➸❉➺●➹➮ì●ç✳➹➬➸✪æ✸Ý✆❣àá❲❣③ï ➽❇ê✪➱➓➳✧➾ ➘❫➼✧➾☎➳➃➶✇✃✡➸➂➼■➱➓✃✡➸✪æ❜➶✳➹➄➾❦➺●➼➨➸❫➵➃➳❑➾①ç✡➸❉➺●➼➃➵❡➺●➹➓➵➷➽❦➳♣ë ➱➓➼➜➺③➹➮✃✡➸✏➾▼➚✪➹➬➻✏ï■✃✡➽í➼➡➱➄✃✡➸✪æ ➴✛ê✪➱➬➺③➹❸è✟✃✡➽❦➶✭➳✆☎✪ë ➻✼➽❦➳✧➾❧➾☎➹➮✃✡➸❬ò➞❰→➚✪➳✧➾☎➳✇➵➨➚✳ê✼➸✳ö✪➾■➼➨➽❦➳♥➪✳➳➨➽❦ç✍➽❦➳➃➱➮➹➄ë ➼➜➘✪➱➮➳✡ò ❰✔➚❫➹③➾■➹❸➸❫ì❇✃✡➽❇➴➷➼➜➺③➹➮✃✡➸÷➹③➾➦➻✪➼♣➾❭➾☎➳➍➶Ð✃✡➸ñ➺③✃➂➺➄➚❫➳✍ð✡❮✍❰ ➾①ç✼➾❦➺●➳➍➴➤➹➬➸✛➺➮è★✃★➶✳➹➮ì❇ì❇➳➜➽❦➳➨➸✼➺✏è✟➼♣ç❫➾❡ò✡õ●➸✛➘✪✃✧➺➄➚✛➴➷➳➜➺③➚✪✃❉➶✪➾❧ï ➳➍➼➃➵➜➚⑥➵➨➚✳ê✳➸✼ö④✃✡ê❉➺➄➻✳ê✼➺✔➘❫ç❂➺➮➚✪➳✻➲✮î❿❮ñ❰í➵✧✃✡➸❣➾✵➹➄➾❦➺❇➾✮✃❉ì❿➼ ➺➮➽❦➼➨➸✏➾☎➱➓➼➜➺●➹➓✃✡➸❅➹➬➸✼➺●✃✟➺➄➚✪➳✝➺③➼➨➽❦æ❉➳➜➺→➱➓➼➨➸✪æ✡ê✪➼➍æ❉➳✱➼➨➸✪➶➦➼✒➻✳➽❦✃✡➘✪ë ➼➜➘✪➹➮➱➓➹➬➺➄ç✍ì❇✃✡➽★➺➄➚✪➹➄➾✤➺➄➽❦➼➨➸❣➾✵➱➓➼➜➺③➹➮✃✡➸❬ò✹❰→➚✪➳➂ð❉❮✍❰✢➶✳➳♣➵➃✃❉➶✼➳➨➽ ➚✳ç✡➻❫✃✧➺➄➚✪➳♣➾✵➹✁✧➳♣➾➦➘✪✃✧➺➄➚í➺➄➚✪➳⑥➺➄➽❦➼➜➸✏➾☎➱➮➼➜➺③➹➮✃✡➸ñ➻✳➽①✃✡➪✳➹➮➶❫➳➃➶ñ➹❸➸ ➺➮➚✪➳✝➲✲î❿❮✍❰②✃✡ê✼➺➄➻✳ê❉➺✔➼➜➸✪➶✤➺➄➽❦➼➨➸✪➾☎➱➓➼➜➺●➹➓✃✡➸✏➾➞➻✳➽❦✃✡➪✳➹➓➶✳➳➃➶✛➘❫ç ➺➮➚✪➳➦➻✳➚✳➽❦➼♣➾✵➳❂➺③➼➨➘✪➱➓➳✧➾❡òP❰→➚✪➳❂➺➄➽❦➼➨➸❣➾✵➱➓➼➜➺③➹➮✃✡➸✈ç✼➹➮➳➃➱➓➶✳➹❸➸❫æ④➺➄➚❫➳ ➚❫➹➮æ✡➚✪➳♣➾▼➺✕✃✡➪✳➳➜➽❦➼➃➱➮➱❿➾☎➳➨➸❉➺●➳➨➸❫➵➃➳❑➾☎➵➃✃✡➽❦➳➦è✟➹➮➱➮➱✹➘✪➳❂➺➮➚✳➳❅✃✡➸❫➳ ➵➜➚✪✃✳➾☎➳➨➸❬òÛ❰✔➚✪➳❜➺➮è★✃ñ➶✳➹➮ì❇ì❇➳➜➽❦➳➨➸✼➺✻è✟➼➨ç✪➾❅✃✳ì✤ê✏➾☎➹➬➸✳æ✍➺➄➚❫➳ ➴➦➼➨➽❦ö❉ê✼➻❂➼➨➽❦➳✳ú ✙✒✑ ❰→➚✪➳÷➹❸➸✪ì❇✃✡➽❦➴➦➼➜➺③➹③✃✡➸❝➹❸➸ø➺➮➚✪➳÷➵➨➚✳ê✳➸✼ö✢➹③➾✂➹➬➸✪ë ➾☎➳➜➽s➺●➳➃➶✿➹➬➸✼➺●✃Ð➺➮➚✪➳✂➻✳➚✳➽❦➼♣➾☎➳➂➺●➼➜➘✪➱➮➳✂è✟➹ã➺➄➚ ➺➄➚❫➳ æ❉➹➬➪✳➳➨➸✂➻✳➽❦✃✡➘❫➼➨➘✪➹➓➱➮➹➬➺➄ç❫ï✹è✱➚✪➹➮➵➜➚✂➽❦➳➨➻✪➱➓➼➃➵➃➳♣➾❂➼➜➸❫ç ✃✧➺➮➚✪➳➨➽P➻✼➽❦✃✡➘✪➼➨➘✪➹➓➱➮➹ã➺③ç✛ì❇✃✡➽→➺➮➚✪➼➜➺✪➻✳➚✳➽❦➼♣➾✵➳✕➻✪➼➃➹➬➽✵ò ❋ ✑ ❢★➾❑➹➬➸ ✙❉ïÛ➘✳ê✼➺★➹❸➸ ➼➃➶✼➶✳➹➬➺③➹➮✃✡➸✏ï✕➳➃➼➃➵➜➚ ➵➜➚❉ê✳➸✳ö ➺➄ç✧➻✪➳ó➹➄➾✇➶✳➳➃ì❇➹➬➸✪➳➃➶é➼♣➾✇➼ó➶✳➳➍➵➃✃❉➶✳➳➜➽❜ì❇➳➃➼❡➺➄ê✳➽❦➳ ✃✡ê❉➺➄➻✳ê✼➺➓➺●➹➬➸✪æÿ➼❁➵➃✃✡➸✪ì❇➹➓➶✳➳➨➸✪➵➍➳✭➪✳➼➍➱❸ê✪➳✡ò②❰✔➚❫➳ è✟➳➍➹➮æ✡➚✼➺➤➼✧➾❧➾☎➹➮æ✡➸✪➳➍➶ ➺③✃ ➺➄➚✪➹➄➾ ì❇➳➃➼❡➺➄ê✳➽❦➳ý➹③➾ ✳✔✓✖✕ ✎✘✗✚✙✜✛✣✢✜✙✤✛ ✥✧✦✩★✒✪✫✭✬✮✥✯✫✭✰✲✱☞✳✱✵✴✶✱✷✴✹✸✲✫✚✺✒✻✽✼✿✾✿❀❂❁❄❃❆❅❇✻✖❈❊❉✭✰✲❋☞✳●✒✫✚✰✲❈❊✫✭✺❍✻❏■❊✻❑✬✮✥✯✫❍▲❍✸❍✦▼✫❍◆❊◆✹✳❉✚✰❖✱✵✴✹✸P✫✚✺❍✻◗■❘✻❑✬✭✾❆❅❙❅✭✫✒❈❊❚ ✦▼✫❍✱✁❯✮✦▼✴✖❉✒❋❇❅✭✱▼❯✹✱✵✫❲❱✚❉✹❳☛✫✚✪✪✥P❨✷✫❍▲❍✸❍✦▼✫❍◆❊◆✹✳❉✚✰✒✬✮✥P❨✷✫✭✰✲✱☞✳✱✵✴✹✬✮✥✯❨✩✦✩★✒✪✫✚✬❩✱☞❬P✫❭❉❍✱☞❬P✫✮✦❪●✮❯✹✴✖✱✩❬✲✫❭❫✹✳◆✹✳✱✧❳❴❬❍✳❈✹❬ ❈P❯✧✦✩✦❵✳✫❍●❭❉✭✰❛✱✵❉❜✥✹✫✚✰✲✱✩✳✱✷✴✖✱✷✴✹✸✲✫✚✺✒✻❑❝❞❱✝❡✭✻✜❈❊❉✭✰✲❋☞✳●❍✫✭✰✲❈❊✫✭✺✮✻✣■❘✻❢✬✚❣❤★✲◆❊◆✹✳❯✮✥✯❨✷✫✚✰P✱☞✳✱✵✴✹✬✐✳◆✖◆❊✱✩✳✪✪✹❯✐✸❍★✒❥❍✪✳❈ ❉✭✸❍✳✰❍✳❉✭✰❴❳❴✳●❍✫✭✪✴✖❯✯✱✵✱✵✫✭✰✲✱☞✳❉✭✰❦❋✵❉✒❈P❯✮✪❧✸P❉✚✳✰✲✱❑♠ ♥ ✵✤✢✜✙✜✛✿✛✣✗❯✔▲✏❪♦ ✗ ✕✩♣✵✯✗rq✜✕ ✎✻ú ★P◆❩◆❊✫✒❈✹✦✷✫✒✱▼❯✮✦▼✴❩❉✒❋s◆❊✱✷❯✯✱✵✫t✸✲❉❍❳☛✫✚✪✪✯✱☞❬P✫✔❉✒✱▼❬P✫✚✦✜●✮❯✹✴❩✱✁❬❘✫❜❫✹✳◆✹✳✱❪❳❴❬❍✳❈✹❬❭❈P❯✮✦❵✦❵✳✫✒●❜❉✚✰❭✱✵❉❲✦❵★✲◆❊◆✹✳❯❲✳◆ ◆❊✱✩✳✪✪❧❯r✸❍★✒❥❍✪✳❈❴❉✚✸✒✳✰✒✳❉✚✰❦❳✉✳●✒✫✚✪✴❞❯✯✱✷✱✵✫✚✰P✱☞✳❉✚✰❞❋✵❉❍❈P❯✧✪❧✸✲❉✭✳✰❊✱❇♠ ✈ ✙✜✛❏✢✜✙✝✛☛✗✚✇☞✔▲✏❪♦ ✗ ✕❵♣✘✵✯✗❫ú ★P◆❛◆❊✫✒❈✹✦✷✫✒✱▼❯✮✦▼✴①❉❍❋❪◆❊✱▼❯✯✱✷✫✐❈❊❉✚✪✳✰✐✸✲❉✹❳☛✫✭✪✪P◆P❯✮✳●✐✱☞❬P✫✐❉❍✱❵❬✲✫✭✦s●✮❯✹✴❛❫✹✳◆✹✳✱❪✱✵❉❲✦❵★✲◆❊◆✹✳❯❜✳◆❛◆❊✱☞✳✪✪✯❯r❳❴✳●❍✫ ✸✒★❍❥✒✪✳❈❴❉✭✸❍✳✰❍✳❉✭✰❦❋✵❉✒❈✹★✲◆r♠ ♥ ✵✤✢✜✙✜✛❞✛❏✗☎q✜✕ ✎③②✽④ ✏❇⑤ ✷s✙❤✢ ♦⑥✛❏⑤ ✏✚✛✞✗✹⑦✧⑧ ✙❍✓✏⑨❭ú ✥✧✦✩★✒✪✫❲✱▼❯✧✦✷⑩✒✫❍✱☞✺❍✻❢★✲◆❭◆❊✫✒❈✹✦✷✫✒✱▼❯✒✦✷✴❭❉✒❋✜◆❊✱▼❯✹✱✵✫❶✸✲❉✹❳☛✫✭✪✪✻✉✸❍✦✵❉✚❥✒✺❍✻✣■❊✻❑✬✮★P◆❭◆❊✫❍❈✹✦▼✫❍✱✁❯✮✦▼✴❭❉❍❋✝◆❊✱▼❯✯✱✵✫❶✸✲❉❍❳☛❚ ✫✭✪✪✥✯❨✩✦✩★✒✪✫✚✬❷✱☞❬P✫❸❉❍✱☞❬P✫✚✦❜●✮❯✯✴✘✱☞❬P✫❸❫✹✳◆✹✳✱❹❳✉❬✒✳❈✹❬❺❈✹❯✮✦❵✦✩✳✫❍●❻❉✚✰❺✱✵❉❼✥✮✦✩★✒✪✫❸✱▼❯✮✦▼⑩❍✫✒✱☞✺❍✻❢✦✩★P◆❊◆✹✳❯✹✻ ✸✒✦✷❉✭❥❍✺❍✻◗■❘✻❢✬✮✦✩★P◆❊◆✹✳❯✮✥P❨✩✦❵★❍✪✫✭✬❩✳◆❴◆❊✱☞✳✪✪❧❯❩✸✒★❍❥✒✪✳❈❴❉✭✸❍✳✰❍✳❉✭✰❂❳❴✳●❍✫✭✪✴❞❯✯✱✵✱✷✫✚✰✲✱✩✳❉✭✰❦❋✷❉❍❈P❯✮✪❊✸P❉✚✳✰✲✱✜♠ ✈ ✙✜✛❏✢✜✙✝✛ ✇✣⑤✲✗❪④ q✜✕ ✎ ②✿④ ✏❇⑤❘✷❇✙❤✢❽♦❧✛❏⑤ ✏✚✛✞✗✯⑦✚⑧ ✙❍✓✏⑨❘❾ ★P◆❛◆❊✫✒❈✹✦✷✫✒✱▼❯✮✦▼✴✏❉❍❋❪◆❊✱▼❯✹✱✵✫❜✸✲❉❍❳☛✫✚✪✪✯❿◆①❫✹✳◆✹✳✱❪✱➀❉❲✦✩★P◆❊◆✹✳❯❜✳◆①◆❊✱☞✳✪✪✯❯❜✸✒★❍❥❍✪✳❈①❉✚✸❍✳✰✒✳❉✭✰❛⑩❍✫✭✰✲✫✭✦✁❯✧✪✪✴✏❋✵❉✒❚ ❈✹★P◆❴❉❍❋✧❯✯✱✵✱✷✫✚✰✲✱✩✳❉✭✰❭♠ ✳✴✗✯✇✜✗✒⑤ ✗ ✵✤➁ ✗✚❾ ★✭♠◆✧♠✭◆❊✫❍❈✹✦▼✫❍✱✁❯❍✦▼✴❜❉❍❋✤◆❊✱▼❯✹✱✵✫❖✸P❉✹❳☛✫✚✪✪❪❿◆❲✦✷✫✒❈❊✫✮✰P✱❤❫✹✳◆✹✳✱❤✱➀❉☎✦❵★✲◆❊◆✹✳❯✶✦▼✫✚➂✏❯✮✳✰✲◆❜❯t❋❉❍❈✹★P◆❜❉❍❋✝❳❴✳●❍✫✒❚ ◆✹✸✒✦✷✫✧❯✯●❹✸❍★✒❥❍✪✳❈❴❉✚✸✒✳✰✒✳❉✚✰r♠

(6)

❐❦➾✵➳➍➳✻ð❫➳➃➵✡ò✡❉Ï✵ò ✣❀➽s➺➮➚✪✃❉æ✳✃✡➸✪➼➍➱✬➺s✃❅➺➮➚✪➳✧➾☎➳✤➺●è✟✃❜➼➜➻✳➻✳➽❦✃❉➼➍➵➨➚✪➳♣➾❭ï❬è✟➳➷➴✛ê✏➾❦➺ ➶✳➳➃➵➍➹➮➶✳➳✕è✻➚❫➳➜➺➄➚❫➳➨➽❬➺●✃✱ê❣➾✵➳ ✑ ➼➃➱➮➱❫ì❇➹❸➪✳➳✲➺③ç✖➻✪➳♣➾✹✃✳ìP➵➨➚✳ê✼➸✳ö✪➾ ✓①✑ ✃✡➽★✃✡➸❫➱➓ç♥➺➄➚✪✃✳➾☎➳❑➵➨➚✼ê✳➸✳ö✪➾✻➺➮➚✪➼➜➺✕➚❫➼➨➪✳➳❑➵➃✃✡➸❫ì❇➹③ë ➶✳➳➨➸✪➵➍➳✲➪✳➼➍➱❸ê✪➳♣➾☞➼♣➾❧➾✵✃❉➵➍➹➮➼❡➺●➳➃➶✻è★➹ã➺➄➚★➺➮➚✪➳➨➴❑ò õs➸Ð➾❦➺③➽❦➼➜➺③➳➃æ✼ç②î✒ï➞➳➍➼➃➵➨➚ñ➵➨➚✳ê✳➸✼ö❆✎➄➾❂➵➍✃✡➸✪ì❇➹➮➶✳➳➜➸✪➵➃➳④➪✳➼➃➱➬ê✪➳ ➹③➾✟ê❣➾✵➳➍➶✈➶✼➹❸➽❦➳➃➵❡➺●➱❸ç✪❱✹➹➬➸í➾▼➺➮➽❦➼➜➺③➳✧æ✖ç❑❢★ï✑➴➦➹③➾❧➾☎➹❸➸✪æ②➵➍✃✡➸✪ì❇➹③ë ➶✳➳➨➸✪➵➍➳✲➪✳➼➍➱❸ê✪➳♣➾☞➼➜➽❦➳✝➼♣➾❭➾☎➹➓æ✡➸✪➳➃➶✟➴➦➼➨➸✳ê❫➼➃➱➮➱❸ç❣ò ✁ ❪✄✂→❲✬❏❉♦✡❄ ❭②❏❉◆→❱✵❚ ❇ ✑✙ ☎ ✝✆✟✞ ♦ ⑧❇♦ ✛✞✗✯④ ➁✹✗❪④ ✔✜♣✵✯✏✚✛✣♣✩✗✲✵ ➲✒➳➃➵➍➳➨➸✼➺✑è★✃✡➽❻ö❑➚✪➼✧➾✒ì❇✃✳➵➜ê✏➾☎➳➃➶⑥✃✡➸❜➵➍✃❉➴❂➻✼ê✼➺●➼❡➺●➹➮✃✡➸♥✃❉ì✲➼ ➵➃✃✡➸✏➾☎➳➨➸❣➾①ê❣➾Û➺➄➽❦➼➜➸✏➾☎➱➮➼❡➺●➹➮✃✡➸❑ì●➽❦✃✡➴➤➺➮➚✪➳✟✃✡ê✼➺➄➻✼ê✼➺❇➾✕✃❉ì✑➴✛ê✪➱➮ë ➺●➹❸➻❫➱➮➳✤❮í❰✿➾①ç❫➾❦➺●➳➜➴❅➾✟❐s❮✍➼❡➺➄ê✏➾☎✃✡➪✈Ý➍Ô✹Ò✪äsò❲✝✠✟✡✟✡✠✪ï✏➲✝✃✳➾▼➺③➹ Ý➃Ô✳Ò❫ä✥❣✻✝❫✟✡✟❈❤❉Ï✵ò♣❰✔➚✪➹➄➾✹➼➨➻✳➻✳➽❦✃❉➼➍➵➨➚★➺③✃❂➾①ç❫➾❦➺●➳➨➴ ➵➃✃✖➴❂➘✪➹➬➸✪➼➃ë ➺●➹➮✃✡➸ è✟➼✧➾ ➼➨➻✼➻✪➱➮➹➓➳➃➶ ➺③✃ ✁ ➚✪➹➬➸✪➳➃➾☎➳➃ë➮þ✑➸✪æ❉➱➮➹➄➾①➚ ➶✳➼❡➺●➼ ➼➨➪✳➼➃➹➓➱➮➼➜➘✪➱➮➳✮è✟➹➬➺➄➚❫➹❸➸✛➺➮➚✪➳✑■❜❢✒➲✑✢ ❢★ë❇➾▼➻✪✃✡➸✏➾☎✃✡➽❦➳➃➶ ✤ ❢✼✂✔þ ➻✳➽❦✃✣✎❭➳➍➵➜➺❀➘❫ç✍➽❦➳✧➾☎➳➍➼➨➽①➵➜➚✪➳➨➽①➾■➼❡➺❀➲ ✂Ð❰●❧✛òP✣✒➸✪➳②✃❉ì✻➺➮➚✪➳ ➾①ç✳➾❦➺●➳➍➴❅➾★➹❸➸✈➺➄➚❫➳❅➲❩✂Ð❰✸❧ ➾☎ç✳➾❦➺●➳➍➴ ➵➍✃❉➴❂➘✪➹➬➸✪➼➜➺③➹➮✃✡➸✂➹③➾ ➹➬➺❇➾☎➳➍➱➮ì✔➼✒➵➃✃❉➴✛➘✪➹❸➸❫➼➜➺●➹➓✃✡➸✬ú✧✃✡ê✳➽✔➚❫ç✧➘✪➽❦➹➓➶★➲✲î❿❮ñ❰✧✩➡ð❉❮✍❰ ❐①ð✳ç✪➾❦➺➮➽❦➼➨➸✪✩ ✢✆✣✝➲✒❰ ❢✴✤✒þ✑Ï✑➾✵ç❫➾❦➺●➳➨➴❑ò✡❰✔➚❫➹③➾✹➪✳➳➨➽①➾❧➹➓✃✡➸❂✃✳ì ➺➄➚✪➳✒➚❫ç✧➘✳➽❦➹➓➶❅➾①ç❫➾❦➺●➳➍➴ ➚✪➼➃➶➦➱➮✃✳✃✳➾☎➳➍➱➓ç➷➵✧✃✡ê✳➻❫➱➮➳➃➶➦➵➃✃✡➴✛➻✪✃✳ë ➸✪➳➨➸✼➺s➾❂❐❇➵➍✃✡➸✪ì❇➹➮➶✼➳➨➸✪➵➍➳⑥➹❸➸✪ì❇✃✡➽❇➴➦➼➜➺③➹③✃✡➸í➹➄➾①➸❤✎ã➺✒✃✡ê✼➺➄➻✼ê✼➺✮➘✪ç ➺➄➚✪➳✤➲✲î❿❮✍❰✑Ï✵ò❬❰✔➚✪➳■✃✧➺➮➚✪➳➨➽❀➾①ç❫➾❦➺●➳➍➴❅➾✱➹➬➸♥➺➮➚✪➹③➾ ❥ ➻✪➼➨➽❦➼➍➱➮ë ➱➮➳➃➱❨❦❑➵➃✃✡➴✛➘✪➹❸➸✪➼❡➺●➹➓✃✡➸➂è✟➳➜➽❦➳❑➼➃➱➮➱➞➻✼ê✳➽❦➳❜ð❉❮í❰é➾①ç❫➾①➺③➳➨➴❅➾❡ò õs➸❝➳➃➼➍➽❦➱➮➹➓➳➨➽✈➳✆☎❉➻✪➳➨➽❦➹➓➴➷➳➜➸✼➺❇➾❧ï✟➼➜➸➡➼❡➺➮➺●➳➍➴❂➻❉➺■➚✪➼➍➶é➘✪➳➍➳➨➸ ➴➷➼➃➶✼➳④➺●✃✍➹❸➸✪➵➍➱❸ê✪➶✳➳❑➺➄➚✪➳❑➲✲î❿❮✍❰➡➾✵ç✼➾❦➺❇➳➜➴ ❐①ð✳ç❣➾❦➺➮➽❦➼➨➸✳Ï ➘❫ç÷➹ã➺❇➾☎➳➃➱➓ì❦ï✲➘✳ê❉➺✛➹➬➺✛➼➃➱➬è✟➼➍ç❫➾❑➽❦➳➍➵➃➳➍➹➮➪✳➳➍➶ ➼②➸❫➳➃æ❉➱➮➹➓æ❉➹❸➘✪➱➓➳ è★➳➍➹➮æ✡➚✼➺✏➹❸➸★➺➮➚✪➳✲➻❫➼➨➽❦➼➃➱➓➱➮➳➍➱✏➾①ç❫➾❦➺●➳➨➴ ➵➃✃✖➴❂➘✪➹➬➸✪➼➜➺③➹➮✃✡➸❬ò ❢✻➱➬➺➮➚✪✃✡ê✪æ✡➚➂➺➮➚✪➳➷➲✲î✲❮✍❰☞✩❝ð✳❮í❰ ➚❫ç✧➘✪➽❦➹➮➶✂➾①ç❫➾❦➺❇➳➜➴ ➹③➾★➸✪✃✧➺✲➺➄➚❫➳❑➘✪➳✧➾❦➺✒➼➜➴❅✃✡➸❫æ✇➺➮➚✪➳❜➾✵ç✼➾❦➺●➳➍➴❅➾✛➵✧✃✡➴➦➘✪➹➬➸✪➳➃➶✪ï ➼✧➾♥➴➷➳➍➼✧➾▼ê✳➽❦➳➃➶ ➳➃➹➬➺➮➚✪➳➨➽④➘❫ç✿î✑✂✔þ✧☎ ➾☎➵✧✃✡➽❦➳÷✃❉➽❜❰Pþ✑➲ ➾✵➵➍✃✡➽❦➳✧ï❣➹➬➺☞➹③➾✮➼➃➱➬è★➼➃ç✼➾✒➼✧➾❧➾☎➹➮æ✡➸✪➳➍➶❑➼✟➚✪➳➃➼➜➪❫ç➷è✟➳➃➹➄æ✡➚✼➺✬➘❫ç ➺➄➚✪➳❂➾①ç✼➾❦➺●➳➜➴✭➵✧✃✡➴✛➘✪➹❸➸❫➼➜➺●➹➓✃✡➸⑥➼➃➱➓æ✳✃✡➽❦➹➬➺➮➚✳➴✭❐●ê✏➾▼ê✪➼➍➱➮➱❸ç❂➺➄➚❣➳ ➚✪➳➃➼➜➪✳➹➮➳✧➾❦➺Ûè✟➳➃➹➓æ✡➚✼➺➄Ï✵ò✹ð❫➹❸➸✪➵➍➳➦➺➮➚✪➳➦➚✪➳➃➼➜➪❫ç♥è✟➳➍➹③æ✡➚✼➺s➾✟➼✧➾☎ë ➾✵➹➓æ✡➸✪➳➃➶②➺●✃✈➺➄➚❫➳④➲✲î❿❮✍❰☞✩❝ð✼❮✍❰❝➾①ç✪➾❦➺③➳➨➴ ➵♣✃✡ê✪➱➓➶✂➘✪➳ ➶✳➹③➾▼➴➷➹➄➾❧➾✵➳➍➶❂➼♣➾➞➼➨➸➷➼➜➽s➺●➹➓ì❇➼✧➵❡➺❇ï✳➳✆☎❉➻✪➳➨➽❦➹➓➴➷➳➜➸✼➺❇➾✹è✟➳➜➽①➳❀➼➍➱③➾❧✃ ➶✳✃✡➸✪➳÷❐●ê✏➾☎➹❸➸✪æ❬✝✶✝❍✂✢➸✪➳➜è✛➾▼è✟➹❸➽❦➳ ➾☎➳➨➸✼➺③➳➨➸✪➵➍➳✧➾②➼➃➾❜➺③➳✧➾❦➺ ➶✳➼➜➺③➼➨Ïó➹➬➸✰è✱➚✪➹➓➵➨➚ ✃✡➸✪➳ ➾①ç❫➾❦➺●➳➍➴ ➼➜➺✍➼➡➺●➹➓➴➷➳ è✟➼✧➾ ➶❉➽❦✃✡➻✳➻✪➳➍➶ ì●➽❦✃✡➴ ➺➄➚✪➳✂ì❇➹➓➪✳➳✧ë➄è✤➼➨ç✿➾✵ç❫➾❦➺●➳➜➴ ➵➃✃✖➴❂➘✪➹➬➸✪➼➃ë ➺●➹➮✃✡➸❨ò✱❰✔➚✪➳÷➽❦➳♣➾①ê❫➱➬➺❇➾②➼➍➽❦➳✿➾▼➚✪✃✡è✱➸➡➹❸➸ ✎✑✏✓✔▲✕✦✗☞☛➡ì❇✃❉➽ ➵➃➼✧➾☎➳➍ë❻➾☎➳➜➸✏➾☎➹➬➺●➹➬➪✳➳ î✑✂✔þ✆☎ ➼➜➸✪➶➡❰Pþ✑➲ ❐●➚✪➹➓æ✡➚ î☛✂✔þ✌☎ ➼➨➸✪➶■➱➮✃✡è❝❰→þ✬➲é➼➜➽❦➳✟➶✳➳✧➾☎➹➬➽❦➼➨➘✪➱➓➳➨Ï✵ò✙✌➦✃✧➺●➳❀➺➄➚❫➼➜➺✬➹❸➸❑➼➍➶✳➶✳➹➮ë ➺●➹➮✃✡➸Ð➺●✃✂➲✲î✲❮✍❰☞✩❝ð✼❮ñ❰❝è✟➳②➼➃➱➄➾✵✃í➺➄➽❦➼➍➹❸➸✪➳➍➶ó➼ ❥ ➶✳➹➮ë ➽❦➳➃➵➜➺❦ ✁ ➚❫➹❸➸✪➳♣➾✵➳♣ë➮þ✹➸✪æ❉➱➓➹③➾▼➚ó➾①ç❫➾❦➺●➳➍➴ ê✏➾☎➹➬➸✪æ➂➺➄➚❫➳✈➾☎➼➨➴➦➳ ð✼❮✍❰ ➾☎✃✳ì③➺➄è✟➼➨➽❦➳ ❐✦✢✆✣✝➲✒❰ ❢✥✤✝þ✑Ï✵ò ✂í➚❫➳➨➸ ➲✲î❿❮✍❰☞✩➡ð✳❮✍❰é➹➄➾❂➶❉➽❦✃✡➻✼➻✪➳➃➶✪ï✔➺➮➚✪➳❜➾①ç✼➾▼➺③➳➨➴ ➵♣✃✡➴❂➘❫➹③ë ➸✪➼➜➺③➹➮✃✡➸✂➻✪➳➜➽❦ì❇✃❉➽❇➴❅➾✛è✟✃❉➽①➾☎➳❑➘❫ç✓✟✏ò✌②î✑✂✔þ✧☎ ➼➜➸✏➶ ✝❬ò✠ ❰→þ✑➲✻ò✡❰✔➚✪➹➄➾✬➻✪➳➨➽❦ì❦✃✡➽❻➴➷➼➨➸❫➵➃➳✝➶✖➽①✃✡➻❂➹③➾✬è✤✃✡➽①➾☎➳✲➺➄➚✪➼➍➸★➺➄➚❫➼➜➺ ➵➃➼➨ê❣➾✵➳➍➶Ð➘❉çñ➶❉➽❦✃✡➻✳➻✪➹➬➸✪æÐ➼➜➸❫ç÷✃✧➺➮➚✪➳➨➽■➾✵➹➬➸✪æ❉➱➮➳✂➾①ç❣➾❦➺●➳➜➴④ò ✣❀➸❫➳✂➴➷➼➨ç✿➹➬➸✪ì❇➳➨➽➷➺➮➚✪➼➜➺➦➶✼➳✧➾▼➻✪➹➬➺③➳í➹➬➺s➾❑ê✳➸✼➽❦➳➨➴➷➼➜➽❇ö✳➼➨➘✪➱➓➳ ➹➬➸✪ì❇✃✡➽❇➴➷➼❡➺●➹➄✃✡➸➦➺➮➚✪➼➜➺→➵♣✃✡➴❂➻✪➱➓➳➨➴■➳➨➸✼➺s➾☞➺➄➚❫➼➜➺→✃❉ì✬➺➮➚✪➳✱✃✧➺➄➚✪➳➍➽ ➾①ç✼➾❦➺●➳➍➴❅➾✹❐●è✱➚✪➹➮➵➜➚✤è✟➳➨➽❦➳✒➼➃➱➓➱❬ð❉❮ñ❰✈➾①ç❫➾❦➺●➳➍➴❅➾▼Ï✵ò ■★➳♣➾✵➵➜➽❦➹❸➻✼➺③➹➮✃✡➸ î✑✂✔þ✧☎ ❰→þ✬➲ ✕✘✕✪❐❦➾①ç❫➾❦➺●➳➨➴ ➵➃✃✖➴❂➘✳Ï✵ò ✙ ✽❪✑✎✍ ❁✓❇ ✑✎✏ ➶✖➽❦✃✡➻✴✢✆✣✝➲✒❰ ❢✴✤✲þ û✺❤✏ò✟ ✠✚✂❬ò✌ ➶✖➽❦✃✡➻➷➾①ç✳➾❦➺③➳➃➴❁û û✺❤✏ò✝ ✠✪✝✪ò✟ ➶✖➽❦✃✡➻➷➾①ç✳➾❦➺③➳➃➴ ✝ û✺❤✏ò✝ ✠✪✝✪ò✠ ➶✖➽❦✃✡➻➷➾①ç✳➾❦➺③➳➃➴ ✡ û✑✠✏ò✠ ✠✪✝✪ò✂ ➶✖➽❦✃✡➻ ð✳ç✼➾❦➺●➽❦➼➜➸✪✩ ✢✆✣✝➲✒❰ ❢✥✤✲þ ✙ ❁ ✑✙ ❁ ✺❪✑✎✍ ✎☛✏✓✔✖✕✘✗✒☛✬ú ❥ ➶❉➽❦✃✡➻✏ë❇✃✡➸❫➳✿❦➦➹❸➸ ✤❩❢❂✂✔þ ➾✵ç❫➾❦➺●➳➜➴❒➵♣✃✡➴❂➘✪➹➄ë ➸❫➼➜➺●➹➓✃✡➸❬ò ❇ ✑ ❋ ✕ ✏❇⑤❘✷❪✙❤✢❨✗✔✓❪✢▲✗✒⑤✲♣④ ✗❘✵✤✛✣♦ ✂÷➳❑➳✺☎❉➻✪➳➍➽❦➹❸➴➦➳➨➸✼➺③➼➃➱➓➱➓ç✈➳➃➪✳➼➍➱❸ê✪➼❡➺●➳➃➶❜➺➮➚✪➳■➴➷➳❡➺➄➚✪✃✳➶❫➾✤ì❇✃✡➽ ê❣➾✵➹➬➸✪æ■➴➷➼➜➽❇ö❉ê✳➻⑥➻✳➽❦✃✡➻❫✃✳➾✵➳➍➶⑥➹❸➸②ð✪➳➍➵➜➺③➹➮✃✡➸☎✂❜➼➜➘✪✃❉➪✳➳➦✃✡➸ ➺➮➚✪➳Ð➾☎✃❉ë●➵➃➼➍➱➮➱➮➳➍➶✿➵➃✃✡➸✏➾❦➺➮➽❦➼➃➹❸➸❫➳➃➶✿➶✳➼❡➺●➼➂➺➮➽❦➼➃➵➨ö✿ì❦✃✡➽ ✁ ➚✪➹➮ë ➸❫➳✧➾☎➳➃ë➮þ✹➸❫æ❉➱➮➹③➾▼➚➦✃❉ì✏➺➄➚✪➳✜✝❫✟✡✟☞☛❁✌✤õ①ð❫❰⑥❮í❰✇➳➨➪✳➼➍➱❸ê❣➼➜➺●➹➓✃✡➸❬ò ❰→➚✪➳✟➳➨➪✳➼➍➱❸ê✪➼❡➺●➹➄✃✡➸■è★➼♣➾✝➵➍➼➨➽❇➽❦➹➓➳➃➶❑✃✡ê✼➺✹✃✡➸➷➺➮➚✪➳❀➺●➳✡➾❦➺✹➾✵➳❡➺❇➾ ì●➽❦✃✖➴ ✝❫✟✡✟✚✂■➼➨➸✪➶❝✝❫✟✻✟☞☛✼ò✲✎✑✏✓✔▲✕✗ ❋ ➾▼➚✪✃✡è✤➾❿➼➜➸⑥➳✺☎✳➼➨➴■ë ➻❫➱➮➳✂➾☎➳➨➸✼➺③➳➨➸✪➵➍➳➂ì●➽❦✃✡➴ ➺➮➚✪➳❜➺●➳♣➾▼➺✛➾☎➳➜➺❻ò✲❰→➚✪➳②ì❇➹❸➽①➾①➺✻➽❦✃✡è ➻✼➽❦➳✧➾☎➳➨➸✼➺s➾✻➺➮➚✪➳➷➲✲î❿❮✍❰✢✃✡ê✼➺➮➻✳ê✼➺✮➹➬➸➂è✱➚✪➹➓➵➨➚✂➶✳➹➓ì❇ì❇➳➨➽❦➳➨➸❉➺ ➵➜➚✳ê✳➸✳ö✪➾Û➼➨➽❦➳✱➼➨➸✳➸❫✃✧➺●➼➜➺③➳➃➶➦➼✧➾❿➶✼➳✧➾☎➵➨➽❦➹➬➘✪➳➃➶➦➹❸➸⑥ð❫➳➃➵➜➺③➹➮✃✡➸❽✂❬ò ❰→➚✪➹③➾ ➼➨➸✳➸✪✃✧➺③➼➜➺③➹➮✃✡➸ ➵➃➼➨➸ ➘✪➳❝➸✪➳♣➾❦➺●➳➃➶❁➼✧➾ ➺➄➚✪➳ ì❇➹➬➽①➾①➺ ➵➜➚✳ê✳➸✳ö■➾▼➚✪✃✡è✤➾➜ò✧õ●➸➦➺➮➚✪➹③➾❿➳✆☎✳➼➨➴✛➻✪➱➮➳♣ï❉➘✪✃✧➺➮➚❅➵➜➚✳ê✳➸❉ö✪➾❿➼➜➽❦➳ ➼♣➾❧➾✵➹➓æ✡➸✪➳➃➶④➵➃✃✡➸✪ì❇➹➓➶✳➳➨➸✪➵➍➳❜û✧ò✻✌✛✃✧➺③➳★➺➄➚❫➼➜➺➞✃✧➺➮➚✪➳➨➽✲➵➜➚✳ê✳➸✳ö✪➾ ➹➬➸÷➺➮➚✪➳❜➲✲î❿❮✍❰ ✃✡ê✼➺➄➻✼ê✼➺✻➚✪➼➨➪✳➳②➱➮✃✡è✟➳➍➽➷➵♣✃✡➸✪ì❇➹➄➶✳➳➨➸✪➵➍➳✧ï ➼➜➸✪➶➦➴➷➼➜➸❫ç❅✃❉ì✹➺➮➚✪➳➨➴✘➼➨➽❦➳✟➸✪✃✧➺✑➼➨➸✳➸✪✃✧➺③➼➜➺③➳➃➶➦è✟➹➬➺③➚④➵➍✃✡➸✏ë ì❇➹➓➶✳➳➨➸❫➵➃➳✝➼❡➺❨➼➍➱➮➱sò ❰✔➚❫➳✒➲✕î✲❮✍❰í➾①ç✪➾❦➺③➳➨➴ ➚✪➼♣➾➞➽①➳➃➵➍✃✳æ✡➸✪➹✁✧➳➃➶✤➺➄➚❫➼➜➺ ❥ ☎➦ð ð❫➳➍➵➨➽❦➳➜➺③➼➨➽❦çé✃✼ì❜ð✼➺③➼➜➺③➳ ✢✬✃✡è✟➳➃➱➓➱❉❦Ð➹➄➾✇➼í➚✳ê✳➴➦➼➨➸éè✟➹ã➺➄➚ ➵➍✃✡➸✪ì❇➹➮➶✼➳➨➸✪➵➍➳➷û➃ï✖➼➨➸✪➶✤➼➍➱③➾☎✃✤➼✮➴❂ê✪➱ã➺●➹➬è★✃✡➽❦➶✛➳✺☎❉➻✳➽❦➳✡➾❧➾☎➹➮✃✡➸❬ò ❰→➚✪➹③➾★➴➷➼➜➽❇ö❉ê✳➻í➹❸➸➂➺➮➚✪➳❅➲✲î❿❮✍❰ø✃✡ê✼➺➄➻✳ê❉➺✒➹③➾➦➾❦➺➄➽❦➹❸➻✼➻✪➳➃➶ ✃❉ì❇ì❅➘✪➳➃ì❦✃✡➽❦➳ñ➘✪➳➍➹❸➸✪æé➹➬➸✳➻✳ê✼➺➦➺●✃ ➺➄➚✪➳ñ➘✪➼✧➾☎➳➍➱➮➹❸➸❫➳ ð❉❮✍❰ ➾①ç✼➾❦➺●➳➍➴④ò✬❰✔➚❫➳⑥➳✿☎✳➼➜➴❂➻✪➱➓➳⑥➼➃➱➄➾☎✃✍➾▼➚✪✃✡è✤➾✟➺➄➚✪➳④➹❸➸✳➻✳ê❉➺✲➺●✃ ➺➮➚✪➳éð❉❮í❰ ➾①ç❫➾❦➺●➳➜➴ ê✼➸✪➶✳➳➨➽♥➴➷➼➍➽❇ö❉ê✳➻ ➾▼➺➮➽❦➼➜➺③➳➃æ✖ç❁û➨î ➶✼➳✧➾☎➵➨➽❦➹➬➘✪➳➃➶✿➹➬➸➡ð✪➳➍➵➜➺③➹➮✃✡➸ ✂✏ï✒➼➨➸❫➶ó➺➄➚✪➳í✃✡ê❉➺➄➻❉ê✼➺✛ì●➽①✃✖➴ ➺➮➚✪➼➜➺✹➾❦➺➮➽❦➼➜➺●➳➍æ✼ç❣ò✳ü❬➹❸➸✪➼➍➱➮➱❸ç✪ï❣➼✟➽❦➳➍ì❇➳➃➽❦➳➜➸✪➵➃➳❀➺➮➽①➼➨➸❣➾✵➱➓➼➜➺③➹➮✃✡➸❑➹③➾ ➾▼➚✪✃✡è✱➸❬ò❈✌❂✃✧➺③➳❂➺➄➚✪➼❡➺☞➺➮➚✪➳➦➘✪➼✧➾☎➳➃➱➓➹❸➸✪➳■➾①ç❫➾❦➺●➳➨➴ ➹➬➸❬➾☎➳➨➽s➺③➳➃➶ ➺➮è✟✃ ➾▼➻✳ê✼➽❦➹➮✃✡ê✏➾④è✤✃✡➽❦➶✪➾❧ï ❥ ➵♣✃❉➱➮➹❸➸✠❦í➼➨➸✪➶ ❥ ➾☎➼➃➹➮➶✠❦í➹❸➸❉➺●✃ ➺➮➚✪➳ù➺➄➽❦➼➨➸❣➾✵➱➓➼➜➺③➹➮✃✡➸❬ò❜î✮ç ➵✧✃✡➸❉➺➄➽❦➼✧➾❦➺sï②è✱➚✪➳➨➸ ➴❅➼➜➽❇ö❉ê✳➻ ➾❦➺➮➽❦➼➜➺●➳➍æ✖çñû➜î✢è✟➼✧➾✱➼➨➻✼➻✪➱➮➹➓➳➃➶✪ï✏➺➮➚✪➳❑ð✼❮ñ❰ ➾✵ç✼➾❦➺●➳➍➴❒➶✳➳♣ë ➵➍➹➮➶✳➳➍➶④➺③✃❑➽❦➳➜➺③➼➃➹❸➸⑥➺➄➚✪➳➦➳✺☎❉➻✼➽❦➳✧➾❧➾☎➹➮✃✡➸ ❥ ê✪➾✟➾☎➳➃➵➨➽❦➳❡➺●➼➜➽❻ç♥✃✳ì ➾❦➺③➼➜➺●➳✻➻✪✃✡è✟➳➃➱➮➱❨❦✟➻✪➼♣➾❭➾☎➳➍➶➷➺●✃■➹➬➺✹➹➬➸❅➺➄➚✪➳✱➲✲î❿❮✍❰í✃✡ê✼➺➄➻✼ê✼➺ ❐❇➼➜➸✪➶➂➺➮➚✪➹③➾✛➚✪➼➨➶②➺➄➚✪➳✇➾✵➹➓➶✳➳➃ë●➳➍ì❇ì❇➳➃➵➜➺✻✃❉ì✟➽❦➳➜➴❅✃❉➪✳➹➬➸✪æ✈➺➄➚❫➳ ➾▼➻✳ê✼➽❦➹➮✃✡ê✏➾➦è✟✃✡➽❦➶ ❥ ➾☎➼➃➹➮➶❈❦✈➼➜➸✳➶Ðæ❉➳➨➸❫➳➨➽❦➼➜➺③➹❸➸✪æ✍➼❜➘✪➳❡➺➮➺③➳➨➽ ➺➮➽❦➼➨➸✏➾☎➱➓➼➜➺●➹➓✃✡➸❂ì❇✃✡➽→➺➮➚✪➳✲➽❦➳♣➾▼➺❬✃❉ì✏➺➄➚❫➳❀➾☎➳➨➸✼➺③➳➨➸✪➵➍➳➨Ï✵ò ✎✑✏✓✔▲✕✗✒✏⑥➻✼➽❦➳✧➾☎➳➨➸✼➺s➾✕➺➮➚✪➳✟➽❦➳♣➾①ê❫➱➬➺❇➾✮✃✳ì✑➺➄➚❫➳❂ì❦✃✡ê✳➽✲➶✼➹➮ì❇ë ì❇➳➜➽❦➳➨➸✼➺❬è✟➼➃ç❫➾✲✃❉ì✬ê✏➾☎➹❸➸✪æ✟➺➄➚✪➳✱➴➦➼➃➽❇ö❉ê✳➻❑✃❉ì✔➺➄➚✪➳✝➲✮î❿❮í❰ ✃✡ê❉➺➄➻✳ê✼➺❬➶✳➳♣➾✵➵➜➽❦➹❸➘✪➳➜➶❂➹❸➸❑ð❫➳➃➵➜➺③➹➮✃✡➸ ✂✏ï❉➼➃➱➓✃✡➸✪æ✟è✟➹➬➺➮➚❂➘✪➼♣➾☎➳➃ë ➱➓➹❸➸✪➳✛➽❦➳✧➾▼ê✪➱ã➺❇➾✒è✟➹➬➺➮➚✪✃✡ê✼➺☞➴❅➼➜➽❇ö❉ê✳➻❬ò❬❰✔➚✪➳➦➽❦➳✧➾▼ê✪➱ã➺❇➾✟➾▼➚✪✃✡è ➺➮➚✪➼➜➺❨➺➮➚✪➳✒➚✼ç✡➘✼➽❦➹➮➶■➾①ç✪➾❦➺③➳➨➴ ➹③➾❿➹➬➴❂➻✳➽▼✃✡➪✳➳➃➶✤➺➄➚✳➽❦✃✡ê❣æ✡➚➦➺➮➚✪➳

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