From aae27700adb6c8672662856501d4329c2854032d Mon Sep 17 00:00:00 2001 From: Pierre Hubert Date: Thu, 13 Apr 2023 23:19:30 +0200 Subject: [PATCH] =?UTF-8?q?Ajout=20des=20sch=C3=A9mas=20sur=20les=20mod?= =?UTF-8?q?=C3=A8les?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- README.md | 105 ++++++++++++++++++++++++++++++++ TODO.md | 2 +- URLs | 16 ++--- schemas/.gitignore | 2 + schemas/DetectionVisages.drawio | 1 + schemas/DetectionVisages.png | Bin 0 -> 44546 bytes schemas/ProcessComplet.drawio | 1 + schemas/ProcessComplet.png | Bin 0 -> 59443 bytes schemas/RecFaciale.drawio | 1 + schemas/RecFaciale.png | Bin 0 -> 57955 bytes 10 files changed, 119 insertions(+), 9 deletions(-) create mode 100644 README.md create mode 100644 schemas/.gitignore create mode 100644 schemas/DetectionVisages.drawio create mode 100644 schemas/DetectionVisages.png create mode 100644 schemas/ProcessComplet.drawio create mode 100644 schemas/ProcessComplet.png create mode 100644 schemas/RecFaciale.drawio create mode 100644 schemas/RecFaciale.png diff --git a/README.md b/README.md new file mode 100644 index 0000000..f3e67ca --- /dev/null +++ b/README.md @@ -0,0 +1,105 @@ +# Expérimentations de reconnaissance faciale + +## Les images sources +Chris Evan +* https://upload.wikimedia.org/wikipedia/commons/0/0e/Chris_Evans_-_Captain_America_2_press_conference_%28cropped%29.jpg +* https://upload.wikimedia.org/wikipedia/commons/3/36/MJK_68238_Daniel_Br%C3%BChl_%28Berlinale_2020%29.jpg + +Robert Downey +* https://upload.wikimedia.org/wikipedia/commons/a/ab/Robert_Downey_Jr-2008_cropped.JPG +* https://live.staticflickr.com/3882/14802381172_8ac8f59478_b.jpg + +Jennifer Lawrence +* https://upload.wikimedia.org/wikipedia/commons/f/fe/Jennifer_Lawrence_in_2018.png +* https://upload.wikimedia.org/wikipedia/commons/a/a6/Jennifer_Lawrence_SDCC_2013_X-Men.jpg + +Margot Robbie +* https://upload.wikimedia.org/wikipedia/commons/0/00/Margot_Robbie_by_Gage_Skidmore.jpg +* https://upload.wikimedia.org/wikipedia/commons/0/0b/Margot_Robbie_%2828316659170%29_%28cropped%29.jpg + + +> Ces images sont normalement toutes libres de droits. Il peut cependant être judicieux d'indiquer leur source pour en attester. + +Une copie de ces images est disponible dans le dossier [src](src) + + +## Emplacement des visages + + +![boxes/ChrisEvan1.jpg](boxes/ChrisEvan1.jpg) + + +[src/ChrisEvan1.jpg](src/ChrisEvan1.jpg): De 490x218 à 1128x1008 + + +![boxes/ChrisEvan2.jpg](boxes/ChrisEvan2.jpg) + + +[src/ChrisEvan2.jpg](src/ChrisEvan2.jpg): De 541x1006 à 1844x2347 + + +![boxes/MargotRobbie1.jpg](boxes/MargotRobbie1.jpg) + + +[src/MargotRobbie1.jpg](src/MargotRobbie1.jpg): De 527x181 à 1014x715 + + +![boxes/MargotRobbie2.jpg](boxes/MargotRobbie2.jpg) + + +[src/MargotRobbie2.jpg](src/MargotRobbie2.jpg): De 697x359 à 1680x1358 + + +![boxes/RobertDowney1.jpg](boxes/RobertDowney1.jpg) + + +[src/RobertDowney1.jpg](src/RobertDowney1.jpg): De 384x159 à 845x736 + + +![boxes/RobertDowney2.jpg](boxes/RobertDowney2.jpg) + + +[src/RobertDowney2.jpg](src/RobertDowney2.jpg): De 360x119 à 553x350 + + +![boxes/JenniferLawrence1.png](boxes/JenniferLawrence1.png) + + +[src/JenniferLawrence1.png](src/JenniferLawrence1.png): De 196x115 à 365x314 + + +![boxes/JenniferLawrence2.png](boxes/JenniferLawrence2.png) + + +[src/JenniferLawrence2.png](src/JenniferLawrence2.png): De 695x428 à 1591x1396 + + +## "Embeddings" +L'ensemble des nombres caractérisant les visages générés par mon modèle de classification des visages sont disponibles dans le dossier [embeddings](embeddings). + +Voici quelques exemples : + +* `ChrisEvan1.jpg`: + +``` +0.013588272 0.14924107 0.10293563 -0.0894408 -0.14983389 -0.15014969 -0.10940615 -0.08662054 -0.027009228 0.025306579 0.063713625 0.0029894528 -0.22485909 -0.1171356 -0.028612543 0.052584253 -0.01020841 0.08544659 -0.039860334 0.08512174 0.16187522 -0.12540862 0.04619039 -0.034596693 0.049454086 -0.003330931 -0.02040488 0.12404345 0.044619344 0.06511985 -0.18827626 0.1292971 -0.16731974 0.05794434 -0.080326095 0.13209893 -0.040213954 -0.0860508 -0.19195764 0.02851134 -0.012864292 0.08082352 0.042097613 0.12528199 0.00915616 0.04863165 0.15132628 0.034243103 -0.16731258 0.074604616 -0.065076664 -0.020548549 0.11536233 0.10212831 -0.0850409 -0.069237165 -0.046551146 0.13450986 -0.025315845 0.07234829 0.03134743 -0.013245294 -0.12022436 0.10452058 0.1345366 0.17489764 0.119002044 0.12792549 0.20691383 -0.025321007 -0.05199498 0.019840801 0.006721283 0.11697529 -0.08906952 0.15815419 0.06950762 -0.04278898 -0.03946757 -0.11027197 -0.06240656 -0.030829161 0.035503548 0.026103929 0.13984278 -0.08964199 0.045302223 -0.12754425 -0.008096112 0.11721313 -0.014474002 -0.031576354 0.14043052 0.065895215 -0.06676938 0.043812174 -0.10521634 0.009509598 -0.045587383 -0.02444263 0.00013175681 0.0056394055 0.048152678 -0.11565323 -0.124192216 -0.02743731 -0.163479 0.22907133 -0.022912463 0.036762048 0.03346427 0.035544943 0.026411045 0.11851789 0.020429777 0.19305018 -0.016451316 -0.09938731 -0.013517487 0.09305682 0.16937472 -0.02410161 -0.14735183 -0.10815277 0.06747906 -0.14740476 0.0958967 -0.020174563 +``` + +* `JenniferLawrence1.png.txt` + +``` +0.059789382 -0.06540175 0.09384677 -0.09344663 -0.124955855 -0.14620578 0.21621326 0.08681343 -0.22887544 0.16835837 -0.21205847 -0.09929459 -0.07712983 0.18850496 0.0040708827 0.06931689 -0.12965605 -0.19898388 0.15594587 -0.05846893 0.010512652 0.029273292 -0.06976994 -0.009134532 -0.075729 0.15730128 0.20621045 -0.14657775 -0.023199601 0.19438854 -0.025176251 0.16280289 0.15292016 0.203397 -0.042337168 -0.043469157 0.13448407 -0.07164188 0.25583833 0.014922339 -0.11000569 0.17076612 -0.11343877 -0.03459193 -0.07640086 0.09205383 -0.09176708 0.009503559 -0.10276184 -0.0680929 -0.06760132 0.12734948 -0.067464754 0.034245383 -0.030228864 -0.043915395 0.0072117387 0.1366474 0.032039784 0.039552618 -0.13448033 -0.049129415 -0.070208974 -0.11192467 0.0077691986 -0.09058856 0.007923333 0.15862593 -0.0441338 0.18257132 0.11437641 0.047846057 0.06540898 -0.056939643 -0.0064649535 0.04443105 -0.06582029 -0.094180234 0.026080629 -0.043123882 0.052541822 -0.066220045 -0.031253625 -0.014365362 -0.030886997 -0.015664259 -0.09257816 0.0117671965 -0.018785734 0.018891882 -0.086992756 0.1330208 -0.0472171 -0.013287547 -0.080245994 0.0035603195 -0.033081498 -0.017256219 0.06913957 0.0291235 -0.0057697054 -0.04429207 -0.17319635 -0.1331113 -0.048168566 -0.057445955 -0.11418376 -0.10913006 -0.12299465 0.11582708 -0.019224066 -0.1671122 0.011502104 -0.07045502 0.14687648 0.008338821 -0.057212986 -0.07145432 0.11368221 0.06900518 0.07788772 -0.042550106 -0.17789641 0.045252983 0.014051363 0.024645478 0.09975756 0.08491579 +``` + +## Schéma du fonctionnement général + +### Détection des visages +![](./schemas/DetectionVisages.png) + +### Classification des visages +![](./schemas/RecFaciale.png) + +### Processus complet +![](./schemas/ProcessComplet.png) + +## Explications sur les modèles \ No newline at end of file diff --git a/TODO.md b/TODO.md index 86cea6f..70d4c02 100644 --- a/TODO.md +++ b/TODO.md @@ -29,4 +29,4 @@ for i in ChrisEvan1.jpg ChrisEvan2.jpg MargotRobbie1.jpg MargotRobbie2.jpg Rober * [ ] Nature des données en sortie * [ ] La structure des couches des modèles -* [ ] Un schéma du fonctionnement global du processus \ No newline at end of file +* [x] Un schéma du fonctionnement global du processus \ No newline at end of file diff --git a/URLs b/URLs index e5199fb..95ef054 100644 --- a/URLs +++ b/URLs @@ -1,15 +1,15 @@ Chris Evan -https://upload.wikimedia.org/wikipedia/commons/0/0e/Chris_Evans_-_Captain_America_2_press_conference_%28cropped%29.jpg -https://upload.wikimedia.org/wikipedia/commons/3/36/MJK_68238_Daniel_Br%C3%BChl_%28Berlinale_2020%29.jpg +* https://upload.wikimedia.org/wikipedia/commons/0/0e/Chris_Evans_-_Captain_America_2_press_conference_%28cropped%29.jpg +* https://upload.wikimedia.org/wikipedia/commons/3/36/MJK_68238_Daniel_Br%C3%BChl_%28Berlinale_2020%29.jpg Robert Downey -https://upload.wikimedia.org/wikipedia/commons/a/ab/Robert_Downey_Jr-2008_cropped.JPG -https://live.staticflickr.com/3882/14802381172_8ac8f59478_b.jpg +* https://upload.wikimedia.org/wikipedia/commons/a/ab/Robert_Downey_Jr-2008_cropped.JPG +* https://live.staticflickr.com/3882/14802381172_8ac8f59478_b.jpg Jennifer Lawrence -https://upload.wikimedia.org/wikipedia/commons/f/fe/Jennifer_Lawrence_in_2018.png -https://upload.wikimedia.org/wikipedia/commons/a/a6/Jennifer_Lawrence_SDCC_2013_X-Men.jpg +* https://upload.wikimedia.org/wikipedia/commons/f/fe/Jennifer_Lawrence_in_2018.png +* https://upload.wikimedia.org/wikipedia/commons/a/a6/Jennifer_Lawrence_SDCC_2013_X-Men.jpg Margot Robbie -https://upload.wikimedia.org/wikipedia/commons/0/00/Margot_Robbie_by_Gage_Skidmore.jpg -https://upload.wikimedia.org/wikipedia/commons/0/0b/Margot_Robbie_%2828316659170%29_%28cropped%29.jpg +* https://upload.wikimedia.org/wikipedia/commons/0/00/Margot_Robbie_by_Gage_Skidmore.jpg +* https://upload.wikimedia.org/wikipedia/commons/0/0b/Margot_Robbie_%2828316659170%29_%28cropped%29.jpg diff --git a/schemas/.gitignore b/schemas/.gitignore new file mode 100644 index 0000000..47ddcac --- /dev/null +++ b/schemas/.gitignore @@ -0,0 +1,2 @@ +*.bkp +*.dtmp \ No newline at end of file diff --git a/schemas/DetectionVisages.drawio b/schemas/DetectionVisages.drawio new file mode 100644 index 0000000..c831940 --- /dev/null +++ b/schemas/DetectionVisages.drawio @@ -0,0 +1 @@ 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T4++ZgVeKOIJyA1NdI9/rsShYo1Jrlx6s63gP3kveNAEH36p9Y+Tj1CxcN9LkdwNJ0b4DKGWUNNgGriETCqxw1H7crTkH2o09zPbucHi2s9etH32/DoF/npE0gvAPONK0QAwYWzteGm/aPJsIQ1IsN9+pGYjC1G02ZTpXQrDd9koowQFjJ9nSGIKRdsUbrWq1zq+v5hmiZKiUvLgewx7U+Mrdz5YxKAGIg6uumC4WdTWWWi7QIQ76X5Haf3nVodF67+tqwWpJgI6niM8zQM08hNd5S5VCaypr33YyKHp2f0w01Kn5ORQWrWaxjT4CZBCBVlB+i62DTU0tnEbmbzmrYtnJho6FFmITcu6kO/F1UZkk+68F6z83kdf2Qr8Ywqt4RDS9lo4ijjAgYvK4Gm50nMXmBhpmU+4SDnAH0M4uETolj1bJN/8SkulqGvcEjpDUU/8pK5KRvudFUyh5poPe7TSkPGSpV19mJSVROgdOeG+8DLWpyeaeL9WX75+6gDSkpzWsMy/6YrTFLBMWYX4nWS4N8o4TnMzD1NFuDrI8u1aTZ3bCPg2I8AK1WRxfoo++lOdSw9v5MFwzNIIAS+jFA6RZ92SCiL56Rf9rLtREmmSuJ3VBsWyTFbaNukohyZW0+nyawt3cWwJ4Eu0nnsowXhWTUjXA9Mu0UbQR+bplYH+NAoIk1W98hm+KaqvYiu045hhtpMmbCpbyAP3rSMgi9iBdN3LDVJSliaKHyvM2wXhJSpKzjorWRwUhS2pLMeQ4zBLRxJyRC6b7ft9Lv0eidDVk1tkvIZSug9WQOZFqVPbG+iJgd49hWoPS+isEsBkevQO644SrzAfIwevrcORRJnidyQzMo2UAVRSVP7xFlpQj3dHnglNPJFC79bthQ+3xiP3Jry5pHNEEBTIitXsWcwLOXhwriUIkv4pP0xfkEkSmALc+Dk8R6bVqa28gb+wlf73ZSddVMQNzKWBhZcv38KOd9djHcaSBQ2tkiodSHmFSLsViGKF/KYLrjFgy6PxQXjm637Tksd/RGGKblP+Nb5YVxJviyJDF6EEnBfWk6676Q5+s4sEk+WukJRcwDxK/RtJBgUolI0wYaCF+gu5+nfFDKyPKKjhS0fetmYbjuHd7XN+/QE2aKMetZ9u1uInoBo2CxwgLXoZROJuvHnSGIE4lmtPexc4GO4JYAzygEHx3aTUHq954FtZvb/YMWRucipriC6La/ttBgAC7L/XRZhO0R+zY5YOuBQSt4zOzDrJ/AD0OPI+RqVuosbWM6K8fXtmAZv/byOZ8DzezmHY2D7jJy7V1fTWw+ruCeH46oD6jXSAtzR09qebQfdlrYUbQs+44cIp4C8+vX4XwhAEKcL9HjM3GxZnHwRJzZGYhDnxOaa5u/kox+IdeBE+Z3ikbcNGQeZfLc6dBcL2s9n3fRBPAieDdSMWtKiqYPBdfDak2V8zE98ZzC8KasGx5tsI2uH4+HrxbvWdQ7K1+8Gx+/koLSn7pReY6+XmU36mzgasrdMdh81+0icuWAMdz6486TXVaHxjw2LaKUDfO7RqPmzNHwBvpBMZoKiy6SJHirxVqtj8ebSZ/E0fS6TOwKxaJS8OGuRIxsMzMNz034QqtFey8yEgSW2JW++2pQ7WjBsC251dDK5nCmqRjyg4ik6eX5p+dG8uwjt1ecH319h2U6xT96BCfEz7tItIlvmmKEKKhKoR5uZVPB1tX4FXb4fgBNiQ5+Yr8R8PFFXDfKyvPbtN+rSXEV7qW8xVd3+BVX6S+v9CVjIv3qVnN0/xxtrePepQU0epsxBVeoB97hGcstZ0+5If8SFRVWXT3h3OMGrXXgGNu5XiSKPY2S/eZsCWiR6oUA8DFM2kLtX374ttqbEFd+WA8TIrz7k/o8lJtIdn60axmhR101eBVwNdJjQkY/8Y9VcsoznhMuT14xkBNjOGzHpps2lqldVggpoq6QSzDZqlvBd/tlM4CEANpU+2hLfdN4OJmzuahjAfh31HmZm0nJUL0xlqJJ+KHuqRvWbbLYG9ZEP+ILEZMPpk97HeZPnlmlR2g6czcqauo8m5rj9f5puvdxpJw4lURoOIeou2YedtZ+3zQOwmifkPeI2k2L051k0Qw4GLQKFbz1A9YfUPlWErOBIjn3+rBCNmV5sfKBLRuZ7lqkv/QjPl2k8knZ3LHgS42ZGKTNV9tOK3HJYHxQy/X5fheusZFGlxFY2ZA3v3dfxY0cH5Dr+QqMz11MAHSLZ6k89z4XCxs7eoACSelVjTOMMZtKthejK+qMmjY3UBy7ePGOYEI7T1JTexObMA+VzGmqWfgoXgesHUOMcostQkopdosZyruVpnAn0fTM3cpb94z6wFAv+bzuiucGnkrlp/JCZtJ46Lf2GYdLVvFkaD5qODVBvdzXW6SMoZBSxyMv0qGhpcLh9MwxNSqwAhjW5+fUs6TIlUVruTIKjA4MXTS7/M7QED5zK8Xl7snvlaGu7xxeJhRkFufsHBMcIc3B8+EMH/0hft/t3j8ADWvOep6MysNBi/p6AkECt17sDuSYAQGRgOiuLz+Tvgp6+24rpmNB6+WHbRpv0Wt/dBO6bMfcQ7Bq5m//Xa/VUcYRLwKx9bpPhMQDyTwgzqU5pSgAuhMa/zKWNIpHwYto+TvZnIgLP311/WB82uDuaJ88Xm28ZG2pQXTIjKW+3JciEDSpW8vXcU8+YTPj7ZbaArYAfe4Nu5ao5Myfbw0ZmKiMJOtBcaE3p8HaSrpsy4+hjqZgz17kYT17Jmw3dM5Nlth9aChU3fJzNEkvymmbozZMkp38RD4Kck06k5JjR5s3oJgXGX1UWumVHpGcNQ0yVc7oGL7LZvyIbCO6ngD8iAe8cYI7x0376XD4CHC3gYu+GQwRRmcSkG5zTXRoRT7x3aNXz39inBMDMIUPlcmxnaFpL6fx1xHEzYno34ESTxtgTMFfwVnOyHWaySA/5brOaxMZYxGXhPiTYf72HpXFv4SPK97ppyc9yUn0WY2BqOA4qsnLLgwpC8hWLyb0lE4UqlbtXlUxGk5pMCY6JBsAzHh0GCCwo0AWb8xd6JCqjYVktpmdWAi15HyYl6roZV2vITTkdO6/gKnwKjcRKzM0p89IKY74cgwrGW9Vl75g3LTTj2qIVqt+iZJkLkmXEI7NjrLxSqZN6Dr/njMCS5phP4fQZBp3GAFV4XnQNQgeX3lyF28ttq81TYMAE0Yaulrrq+HgFI5S/ggUl2CcaVZPkwK+z/ooHFkvlj6cwAxOhmF32kgzUgd1Ze7PneciGmhgUl6KOIXPzERI+OKrmLrRFR3cr7IeTokz76nNcNe4q010QaVdnXCOSg/CkuNFIEgVUCwZ4xkysWan0XRaaehrhZHC2y5BuFSQ8twR985909nL6rZjHfgKN4hDEE1NepHvu6fTfS5pyUVHIByMeA3LyloagzhA57l7bOOIkrWb1hJN0pKzBHO9xA6u40F35Atd+LEL1dh7toGjs8OJwelLBoyNX0e3Q3PM9odSM9ZUPzt9M96UUpEbOgF4QTZPemeZvhuto6oTAFkoUKCfEqHFToUQae5kbn7U2uop66IlSR60jrO7KWdwdOaDLsyxrzr0qYpI2uhuPmDkhU5IZGaJsQb180CnxViVYNRDpVZb6/G5oypjUB9tmSSGEQvt4fvjrWuj0d3yMMIziPGEE7/fN1FmzHAxI3/GaC2rY0LUOEohmGdYNtyxnD9mg9xqIx7qrU6Ttxg98ccU6AahAic4XAjlemvuoOpw4b2jngaB3IQVCwwXrnb5iGv3XOoamd8QUTzzu6PITQtYDzHzPc9nptPNjmIcHUQupgeGdOnM+whNWfK4Hv5yBRAhwTdUO/XJAcTeTLxqOVwoYHwMsO0YGxjQwNww3sGbbZci27fPncxqs1uyeO51e+OeGskQUENGv8Hdp65k6yW7IOjs0+cNWbEYGOiuiZeuMfGJq1aXWYSrr9aT/MQxYSr1ywjOjM61aFIOxL/f+FV4vkvB0D8QbOjh8OJ8pGZqw6JfcOZWjTM/WgCugHPUQzMtvSmFsAGVnq3ZSOa41pnbtn8RtzUrSHIhmHu5LVOrr/r2qkMmKXdjDG0JgIv6cdl8F483bD6SUSOAhUygtcdP5Qo2Mc83QQgo79Nt6c1NtLmRbg92Cm76xkhLiuLxsCQ6Hot1GuxFCyU5cD7dwQNRk2ZPOVpg4nW3fjHi7mvxnRwbfB38WIyhkEc0n3lnrznB0/S6DrW7/YKTcvJ3HlWaslow63joVZprInKSY8GZrJMwgxF4IdxMX+90jjfKFjZrOIAVrKFIBerXNxdr05vOh35BPyuTj7QDEJCR7iZ8L3BPbJTiXOuedQuSK7HLCr1QgAjwiM32ZoqfDDpyinU+NoFKTzP5qJ/qyCuCz0fRiB73msrfggbE/6yBRwUgOvbme6cnxXDyjW2PdYoaxUgKMbJw9sTCF+BJlnNKfk94mUqc9jqq2ROaGMEV+FadzaLpjmlqiIlBiz9Ts9P9qF8sN3Ru8dTNam4vqpzqBKdF/c40+QOtMKNzXDyq8DQgj6NfXsXHUgNUb1OTGuvz/UXb1Ce9+WqiyyPlMg/n9smd4wmNHxYmUPLzq8m5G3rMTWdXWdZQyu11aO2ncY5x5XLDeTlb8IRjRYzHszP8azsdpyDHS8fpSZOYya03JWow3e5wjpFNdAq8z0qrEEeJXZnaB3pZjovqCplUtmQWzUiKSQaQs3dvslkGznpR2Q5/iknURIlvY09BQMwWBCTMiLdo1K5w2RIT1oKVZhrjbF6LW1Rk+eR4ytNSaAjJQ0v2hU4oGFLmg0xqVy1w+ZfAHsKi5zWqkWZnC/rwfdvKBtV37uow5xDhhPzAl0iZ9idtgrF5VA/z9qSxetdGEJsdXAakCk6xM1Ta1rmLZdjupEuW0waIQBXTQi2GC5VCMdl8naiPmWk5DHfVazduNWKOPoaiTt6JbhPDwCGefVw1I8dWsL2Xroi5V33O3C/EftwSfLwFAbD9S8bb5zaYSFQj1HSNaoQXeofQxecTpglJ+DFldT3s8xnHYio1lNb06EwnSHK8kmX7IjeZgz4YYJdtLgntiHV57882I6gvMvczqAmOwzbvNk1R5b1hrzHo2uPZvHS4YmAi1tP3ynnzalEjpss41Xwc155FoHncyaMvORPypf/4aaC7jSOd0J42MQynAFbSyeqhKiAYkT7hE0cPeWbENH9sGXHckIB+TTkW3yNIwYFztoLmfxdR2JCKRk2xPwZ2+8TjbxAmxN/VYW8usodcsnejenzSXtuiwP5EnbdFGLWq+PudsY9DrekPzUELWEjMO8LWNmeZKg7yMa2RCrgmaBIqZow5pPIvX9d4dLcwf0i89y3rfLdoSC/Cxzm62kauYVwmcwdh9O81E9E2F/myENEF1H4rAIWfLbjBdBr4SOQ8Klkqb6DMnosLJbdv3WMZLsWfrcxZmw6gq+r5RBJGp1wTpSk9m7geHZuPftPNOrsznefvnuZ4jqt9dqkddcbn4zDchlQv+lQv+VRD8HyFXkVAIlFYruD5+k90+TjU66xrQVvaT1oxZyxGtyh4fvLQouRK/qMvoL2uh1By90Zyib6pJ7VlJ/mORaqKHbJOMeRTiMKuXvymsdSafvv5XlORvIxeR+wwRv7c5n83Ohlqk5nofbzOv1LcPyPMF/LO33JW+4NmZ9d/ppdJ/pmy5Cfrsk8sap84OFrA7w1gr4/mEAfAOL/7EsP1nGCsE8lGMm74qADXqJ3QpNizVTv9kzpUW4ht96Mvf+pHkz9dn/4zDwDnsy3G2jX7WTfk05/rysT3JxepKxFB6Pxv+88MKW4DsP/+/OIDkEIiDY4tu0YiDen/Iu9/tDfjUd1oAH3cX2Mw9o4HxrMDMh7SN/BcnQTW7dtubiC0K0Oji+miCkHiwNpV1650zFsNt8RiFm11jCf1IEIMUW81zvsT/XbLcPuddnr7pQ91gCVHSDvq4k6/mFqv+VUT5VM7Ae26JNSA37U6WyPMrkAai64M1wON/PY1ZHTXHU0gj30SkO+U/6f2/6DfQPqaSxNRoJ1xHa3g9xmDtkcYjwH6p+7ya9QJNaxXv56VVvs1oA8w/igCPVsjKNtdu0ZB3qrYuMdBVski0LkgunliSwDZiWyxhfVeSUBtpiMfOmftgMZXLoyWGQvRXwLPHqGMZRjQHSBPhkvDMpLjoZbRCMCxIZVWEX/ktcwShXYH2wBkQQN9RAtWLr/rd7nRSwK09SA/4VjXPGZwPKK5DarV1q7XGvxfyfxXBm9+55+/6gV1HBpLXBqg9Wd5A+P/zkWfA1YL/m9AP06N4wkV8E51ecLn+NOoNcSo5Z/8p28WsEOgja0tCkgM21/TIGJEdnAdhmAdWj1cOjechvOVcVCHfsaBgIA+eSlGLaBf377KnLyBcfkhK9yop5g9xn3LQ9r/th1f2/RLvt5jBnWib35Y2a918jD/MCv6Aa2g0R2jLP2wLgYY8a8VAxzJAIQBklz9cU8fooDsQR6wao8/5f/HEhzXemsAkxcF8mqA0Y9ZBNG7uFUDmdBreo3qd2MEgCOYh+qc3gAOXjnvYzk3XikWIzl0v57QQ+mFXAGju//kSqnwx5j2PqEALoL6hby3bjkGXG395TjUll0HHNdQ6wQcRw1uQHR2AZoz7GCUP7D/Kv614G4c8l/u7J+fNvrmiO0FZOAsXMBLlvpyzRb9K8KfYyYBmcWIn098edg+ebv+lvyzF4MlWLr8+/r7+vv6+/r7+vv6+/r7+vv6+/o/8TI5ishEoU4wHwGx3AZnb/ITznybcCl/Rc/M00L0lyc8TbtpNRvuzYQ7DicQk2HoxcD9iCK65dLTsRG5hLuzZPrVw42FnEV7NDfQDKCf4QzjCYxG/6cfDkPLn7sodW1NRX3N9v/kkf+MYmC3GQar5r9bRC1R37MedkL4pvU+RzIJpsXvZlFBhFHPN73AtCo9o8AfwC/p5/3f6eVHOv+Zlr/1CdLT8xpYn/zdZyqL+T+l//m+PmQdAn/BL/op2mvawfqf0a90LH7Tjx9pdMmDP7ES3qKPNm1993sffjE7be/Mk+YRuNm1pEWZzi1mpMWdzml6pcWGTkuQL2m0VzISzT/XVPLrP4h+d/9pIArzPch/BvaPzuAmWkCngnQSi6nhFlObZj60iNDRlz4BGPCOg+o39/8ynhkWXVr5q90H3Isr4J8fk5GPE7KjAH3gqMb8kQcXq0m/fgoYpMrh4GsXScjzX5To9Abv1Cj8bv5SP930oP0cAZikpvwP+fz5EZWQpln8De6LertH4fP9q9Hf7y7uwM9zhM/7DeCBCTmtBNiv8fqy6Ps9UBnoiQ3Gh9EuCz4K+MXGQA9oM/xPxov95/H6L5bPdsah+Yy2IP9SmgdP7ECnv5fG0bsFL4Glgd7R4H+ZSUxZamwJQuF9UNkdMfg3rXNv3mD3xRLetM0fli/YnsYdWSS8rYh/g7T5kzoDqPGMBShZnsDalg4oANLWf++C1Fma4WUoQR6tMfx3XyXP8RYc9+O7o5xmmO+OVPrPHxEwRmD2kqPLnyUTuCeT3v+yy/fHZ+dZBvAVvn8awOCCvtCyRR/wlqSUMs+A8L7u0H3mS6xWH3BTq/xUanXZc/feFzYaw4W5FmmBnAHSiuK87QijjVh93MYtK9rjFt9ekiXzLOvBVTFwrYB5Y70PI7erBV+fhW5okyykbd40hIMLLSx+yt3TGSj8Oc5jlsN6Ve66neZzM7OX1SfrSeGmtnPZjaEJulWLdku8fLhXFLH6RVlcBz1i7rsokUPt6tcaFGN5TXgsuoOqD/NnzLY69g95BqVQH0+69+7lXrw8kvRI5lkZB092mDqbKfCgqzub6g9IrcEFLzQf0ctsEaW02AKiTyZxqYXvJitj8/c28nu4eSo7ZLOYJ9+mQl31IvyiJlNOcOzpOsoVqstQBeRJpfaErKmaYF5JofHsG+TNbeALPHeM49QvlcPc5sa/HWZQ56p17lW2+RKK+FQe/hjbgYeCD/fF7xpP/+EROIYG42HRIl9mQH5pT2a8t1xpreZC0cJKYJThxmTLYylPY+FLbt9MnTD+JNQNbu+byYhMAmxHx32oebHVeg6+ijGmwSXuuborKz6PSuMjn4PIbbgoRL8IAr5aWTGU9t8lsqGyUteiieP1NY0vQUhCkVQtAYWVMaFoPmbKerRxhR9YuQqdmFUG5pd9vfROy8TutUmURW+ne9M2Vo2txNLkMnySdh41mCM9GbKnu/2eBnKZuSXcksVZSUY56hqVm7iOenGetuLpheY5KuXDd5+H50fGwpxk63KNXV6aGxj+loVT+9o7rMJFd48+x4pyM5lvh/MMV/cGh4PEqf1Iu4t/5BF1u+0JXMwSOjh87fkxLyn9rkx9rgaelJiKzI12BLGGh0uBUG+ubqeWeL7SGl3sTg2n/fPRFnaf7xkr3CvT7Aqb2WzcTD631XEdDi0CDFOFA+4LuLuicdZmv8m2yDqLN81PWUleD9pE6tBlqYuQJoFa+CPAn7E3znHmTbJNEb3H3W+TCQyvlwMxg2/A1SMI9PjOS9ZbG1Trw836xf/j5651VvvuWmdoiH7+Ake+u9b5irc0yyrlhnejUPotQcBiuA+GrN2s0hl+4sLwwxquPO3DWg/Lo2vfH+xRoAdvmKAtMzacR7/s2OuZi3epGyceLs5BhFZ+P2dXrdy7afYohw1qfj2q0wmFu62gpHO+5upJ3BTv1eZNoZxOUQtc+Zmrbl52cU5lx70pfsh9hldzrANcIZG+W/Odbs/AFmqJys67/qzlPBvxZy26zxyXRsF8KcgZhgLVHBOBztYb5eTQlvtRSp85lx+fzrwLs3WOmRc4N2FZItZ/Z3bdnFlWPH+s14Q6WEHbDHghfM8J+PPHkjme4Xm+ot+arVVW8Afn5C/nNvLJT4c49VdDTc+PjNUk7ylwG9DchlcZP0UOrlL8KKOU8+crpIyl65Ksr9snYZvL7tgjfKd5kn6Ill/LurnLjx0SVV8p2Ny+zaUnyzbh0kpxBQXpS2+p4qcQtB9h7PtPreAl3rfSeRfl4p5/VbNST2SrkVB8QrlBko+EnRSxPezFf3Q2li182CHe65fscJb188QDjimBQ/pthXjgkjWbYeS35jztyKZdmXsyVqU7WcQLQ6LaAqdXTSoxBCSWAEAGvZlo7up6VZ03vgwMUVDNStqXmsmMOBHFpKxyEqwzgYy187iv4XbekkNptRdv4exRKobT3ckzB4JTzWSVLmZ4+LRp2EO0SEawKv5K5y/+bbbGu4zdvc7ySBimbKRQgvDvUenSvnIx/TPS08OblPuCjtYwTyOh7uT6lpgcjNu4xW9NOzZ/Ix++s+Cr8Nb0N2J+ug2ZfGQUb1Ow5QNUuknH+yLByYL2EAGDDuS7hY5PrBQdkU2udGtvKTv9iNqAJPbqPze26BYACoXjJmo1GDiVcVLnHW4UXJB3q83Xm9dje+fCJb1ZrIQuqa05P+62fK5N5JGH5C5pG6hr2a/BJPMILkj5boTsiyB0sT54DIO7Y+difiTrPh38U4q9EI3KPXvzDJq0+3dA0vxZhaT/3d/q+Vi0I9vDGYSnHOf1LEU4samBPwc0tsivs54tlh29UNnzFG5D6uHGKPH5OI/urNW0iJrcN29jhiM8SpT2KEzBUrPwrJLEN3K4WsKJ1PS8Ev2mX500c9hnMpoNbiA7pDE7Zg5t9Su1mY+i29e8KnA7Tq8B9wPX+q++gmMvirQ/d7uFq0ia/CLToHcYT4w37/BdXrGTfnwhrd8+z7aK0XvRzO/KxfME9naR+aV43jtcCdchHz75HV/Hm+Vt32XC6TLrrz38YFEx2i9nns7z48q+cyNT7JPEjg1XGg/93p7SKF4S2v+2rJFF/7APLLP/Ga3xNO98keU7c1jme/5HzlvE6w8bAfyz+4ArzublUucx3+KevdUcVjFeygvsbZJHftQ//EbGrXNr0YXAJdYm/NhIb+EhfTqHjNBATpQqIjbsIso9OTbm443MhK/Z0sbJ6oazNg9pzjlfodyaRxcweoyNUtwAtIzVRiYF3nQ8fYP/2hVBGBFF2nE2Tox4U4rFKwVzkG0+KtT99arEmTSLcPL0B38Uri5/LNqZGakhQ2l5fGhmBpjV9KuHkwg3O2d5Nqt2KsH6l9XC/YC8aPj62BfeVLe0QdIip/HVx6pnT3QhMmSibVq1TswJakCeFBHUanSfQ2yLIj4eEctix6wzkOc9M4kj8/d5E/GmWF6OV94g/BwcVHaXy4vZWKrNVlk0xo3hEppleJ7+eei6BVsB97vkDX4qn+mV8G/Wf91F80yuLh8CR6DsTxE8RAWg76ug4lAiLRl9YPil3YXnDMyLwyGt6BXErgczRtafSI8wsi3ROnw/yGhtHN19r67IbJKN11rCxaoq1g+mRS3mceoMK3u4Y3quIQtly2y0BNffHeZzBshSeAGM4ecCfcC1IjMZkuzZGcuSwR2wJsq4YdfuNxxXKyKUErmhdymqou+q2toiaCs1oum6Fvu7rFEoqXe3qaNz5zuxRCvVk5F6WZbqEubeFpreRrrmfYT8M9naEw3DbLRNY7nYx7GX9zxGqtfcdZ/CX3hJ4yjs9tMnJL9OgvkZB1pN52pNQ5CPprkFfNOQb5A8L6RpDI1v4DpOHMqfZM+DtJz2dqiF/voujWyDJj9fSay3QyVlrZndf/tdYPF/nV4E/e5v1MKAuAn4W+CPoG69uL+iFTi+AD/54ZZuimuYWAoFWyffzzt/SR+sKDG07Z9helBvuBhMZYYmrdDFjKPwTi37m6VJTZJkXH3cqU/0/tw9fV3KY8VvzKd5tlIm8u8rNhy4lOsZfjeIMvqSpnx+PmzZRPWQW28Q98zU67ROSr9HcGsshJlcExg2HxhR24+czFp9ufZmsYRdE3HUJ9xF68BY7bUiYySaZFqbkdEMTQ3Vsnrexe3iIIya37Rh1qQZo4qb3vzxRZrdSzTXz551tLdZjkpqObbrn70ZSbg+b+npkyz6tEqjFQuI+LdnZx727zOPSu1fbJcMz30KhKP8w3uXPGMeHMEA6eNfnQG3AvAcxj2W+3yRmRKwiL4EZoPQVM8rQGyZ8DSOxyqUzxN5bOI3vhKLl8H0N9YJDnOh3x0IH6m251HoTkiZwHEats4TQ2gQRHZPkyxm7gySRRESy8wbRA2plqtKDlDVh8XqwHUEZEWipl18KzDwz3UaIXWIZxE+mHuh9buVUO2tZBJJDB248eG82pOUELmg+pMOxvGF4cxGOWXelixtUnCxn/ko8DBwgZGU3c5F+0Zdlt7tws0IuOzDMK8vF4GUdoBXMK4GHsD6EYX/4CKM6N+aJ9jf07Ac9uAViUGK76EPIBpnv09BfM6b5BwwXWsg9q1bljfDXOuYj1KwaZV66W/3PM5zGCqzfrSW5C1plH/KQ3vrB896NNyzyiyqmkz5OpjqyxT2bRt0izbVZOPvHwGLw08TwvDJe1eRuptWjPfm86pJbWFsAyHNpBdORNEnFE4UFC8Ys3t5tVG6WhcOs7BvGPDqtz2Lh9HdvBuVSVlAwm13nvNCNU3LbIs00A6utTNPyUreMYu+SuHIXT+Nbma7ZI4XMBSMtPio48p5otH7JqmF2FtKrpmwC37DVuNeQxnQpLxw3wxEyQp+3z25VfBZFMx5CmviETVwp2juIpm5Fx2O6TLz2AQnubcrUr9UgPBMgFlSmg7X7rGqwkhILZlzqPvsOqvUc9EcNVrwqneAvGB8d8nDOr29pSi7RbwRmCwBh8VshrVVyH6XiBdcOi3FhUPdtVhgI+mqzMvl4SawumKBfVfej3Qfy57l+6dB8kXhfufs6LPFzhRtgfiK2Of43DJX5ekZ9XMaQHbsGCiHKKsnCXuMm5aeOWVPxXjE8KvxiC234bJHjR1+xws0xAiFXn4tnXuVrmRFn7QnxEg51/HF2ejVlTcQD5vYjsBdkkwHh9LKyNz6IIrlCdhYrLfjup3dN05+zqVjp87+PQQP1l85H+XN3SGo0TyLrrBUZ4UZc+MRBE1khhtRJpL5+mKJuqGFtagR8jUbnu0XvmAkTlWYyscvyRWRcThb4TX6J2AyD3UajiaUG2w+e+V2er4oShufPXvXOvz9KLDCeNYSi9RiZrj4K/zgF56thyYtVcfi7HCzlXhVbKmECzc/DFDPKychxq7v+4ZOaYTIkgr0K06E1GIygubGBUTIHni+R3aoGZpfInNBPT6PHcRHhH2yNziZQY6PF4j2v8eZTnYkK4OuG6P04XetkkbtSir6u9Ia1oWr2laGCITYC0/k8jNobNQzYv/g7Cp3OuxGjTCQwnjmeLzxD+xupS1ouzAjydVqdrgbgh/Ze5rZ3lQfjfEoP/t74a7aHLwBgHe2fRB89GhkgIfGvOs/BRctn57uHF9Md1nTm/1gORoE0U/UUZeO1pCxh3LZwP3HGtLHRcnYz5DUnNZm8EOI2rRNwyai6gOAgNEW3xX1IuHwYhY8dBP+/TyYFJ6VWRz//mjSfz1K9NcDv45UPX8dgfv4kd7/dHzszyLvP58ci1D/i04fJf9/fsQr9l884pX433nEK/Z/2RGvPO3QjPzriFegctv/54e8fg91/Z885FWH78kY+Xd9P97zfe//Fw55veB/o7bI77mwT3iK7Re57Bp4hlb+lHZBK//5ENjp19GvbPXNuP1KcyfzG0b++0NiuZ8t/48OiQU9+28dEssYfz0klomk3y/O/m87JBbw+u9DYv8+JPZ/wyGxD5UZLaarb8hATnNXWWx792hvGDY/Sp26KqPRUlxgOpFxpybm6Lp2NxRXWgwA0jh5gq9ikjLvnuQN2cnnDbmz5JwK/d2/KJxKrNClUZqPaikACBwJKrVrAv9TGROccBRnJcxcnu4lQpwU7N5WtNIUSG7ghM/VPOKRc4ZQW8aLfeo4yuk1TWn4hpZvCnIPKCd7uzsaO/VTIWc2ae5mtkyfK096W/u4rUtubRAh5FUL2WOUgArzQLoUH04MF22AujI5xMw2qx2qkK6pqcL1PWVJf3y4Wp4wwrh3Q9lfHD2hz4q0I5Tc7aBPjrpEvSrk8syfsEkq2SWp1ap2VhgrJMqGaUUBJ2CLRCFIB1WB7XHqrpF0ZX05Uj14sYmMNsgQFLNovGcvX87sRMNTFjSHzx8ZOyxS342+1ZsCHWaOe9yR5kibwOCOM2nq2jCMcTokeDbsnVIwykAQZoezUxL1KoZWl5GaWduXu8pFomn77uIXuLFW+MOc2PyKqOUFj+RDB4+VaWWVtd7Q2M3w7fUm5exbgGcgeRZj3OGbDBjdHCMOsKo2ii84bAS6smaRwHX8Z5NzQTppqC/kdaVbSNx6kfh61PjMNnDyhSwNZ9MK4jsFllCBPrG0ozW+1y9CxhPwEDMgJYewcsr45ikva8ds3+RPJ101hNBrUsnKFPo99d7e2fMxSXAG6rWWr2sOate0Hn7rr8UNkxg9MTOhPo3EJg5sIpaX5dVHftu3JNDW76Anbxhe6XCuONBQGs5IJrP7XJ78O0LnwPvuf79uqPOuVP1tN+gn8OEjjDbXD/uO9l6EJH4v3NhqZZH1pYbNA/FP/XvKVqHF5LhLpiAzFzIC0zrfKhLYvcMndFHx8qJVmIYcQ3XRvYxStPjABMMrUIVXc8bO2tl6cXzMe9x8efdg8B2jH72H9vRo4rr5QC+wUHx1d7QhW+X5Qu4uYtubeXGQS59P0DQRszPInZwMPBroyY9rbnNEIyHHKy1GBCEwtdFi4o4OFny1yXn+Rgtish0AheDzd1fGgVu2ybCC6axCGouiY7zmIJJk8+xm6pOdyuZoqHDZdb+2d99LcDymEuRjcNLo+xgdkTe/w9NoFKVXUsxDDg+rhBY3oG6nbtaJpqdbtgo1fD+wuaF3GbNih3ry3tb7rks7nH8aGN9qyOcR10HVoE/gI7kZmZQg0CQxGaKmla4evmvbp0SXh0daw7kT3U0Omhge4wlcRDDzRp92zHfalX1dkz5jhhbdX7WndWNvnl8hdjpUHcT3hj14T4IzDbO/3EbgOJUfMu6fQ9/3puQ+lE+ANaF+nML18/URkOQ3gn6ezdqNz/mS3iY8KnK0/XxQxUNMOwKDL0dyTHuRr6Cq2xqx5r7uX10/mUFXz8hIUDeK6jsZygUtmc73nAKGcqrd85NVLi+6X31PXO+OjNZVtXckuRDkUYtJNautnRuScRe0q+0gi50xqgQ5nZIt6ccJ+1zy63tgBj6b76hIG0qYdd3xEf3Iwri3gxj/HlPIKhiB0i4yCwjK4pc0fyHJPENpvnONf6D6XUrtoD1ywoouv3h5shq9DMzc4XypwK/v3LHpKft/2XuPZceVZUvwa2oOLYYAobVWMyhCg5CE+PpCMM+54ln3q2fWZdaTuy25c1NAMMLV8nBfob4nF9kbZH2RZL9uNAjEbWhP1XCKvlbyslM6I7cddCFXb0olRo8cXlhzgM9Z6CJYFHO05PzYHcBDc7CFuiFIG0KMcKYjbnkjUdx0eo1+i2j1PSCZpzGTz4WnicFG5klxw+PnYyzt6AnssN5F/6p0kej0wOnCy6b8E1UuQ40CuIcZZANcI3nsgFCDOd3Z4CIokzhNl7xjadrAbYj7+7f+imhWGiXXEh/PUTj59oPvSy2emcxpN0tXyNnK7N0LTNcNMeuN1Ax4UrIsMP2GOr9R7vg1vD9RPGhELloIs2gVxSXIaW8Z/hjyrgTabjTt93gTcCLRXWhLA2oNxk+ATIuiU3xwwxKT9fZxHI9uwjl2e3SrkGukFzzaNKaEZyKEvMloABnLj0OnH1R8vFI58isS0Mb80wRpC0oVeVQVUZFHkuhUcFyCzWfnWElO/ixZtSLFyuRQ8JbPnLDUZ0jDSmI/+OdIacmmyOhjslfqfeHJzCmIEVu7QFSVRD3D4uEvc5joRSMeTABbQuf8RzFVmoNCHE31W4Ez0Tpi+MbGREoquFiXOc461+5pLBK9ql3uyPJAIUeywBiFs+cf2hwa5OpDTeh9qp2tc9Fgw80GHcQdb/y1l9ymfKB5JvYsHFVWGqkvvLi2TsZR18x9B5YBml9q7oE+KZSZvLsBAlW5J/4s1KdHBxcDJHwAS5WSLI0MqKPYvKC4Zga0IiBXt/l1N1o3yNBYMZzr55ClAGiSkh0Urnd1TBNJGDwMGPFBcJ++RanatDRQoKzPMeD8wJloGxuaRvd/TOkLBazYBjiykCt09bpH3w0bSoZSN/qjbGo+pbdwqWZjqNCO880V/hg/Q0A0EmNMl4fM48VTaQkt/t0T8BbqVOaoL1Qm8ne4qo1bkGIDO1eBlumZ3Gf/7p2VbKmazN/3tC/3Gxk/x46IigP/uCwriwhQ4dYEfRBFjvYijTiznnzsudXTltcFudqMRhi0qi9+dnLPNSnrsJnoJ+jxusQTjxqocbaZdBJk/aNmKJSsFOS4EscejEH6JsSvnZnGrhdI7nBJhR0qTHo2OeAyNWvFz7a+AKxbotRGkDEEmcXCiTMYBQox/hilVBcfscYDpRefT6qPQWTjF0wpZi6W3vXTPjDtXrAeqTTB37a0dGvpQSATbo3kaoM3BPSIgevAQDe4Sdff2lt/n4/FqO9mnwR8vWUGvKdlJ5g/DPix1onsSZy5V8t8Fg2ZSfb67m85unDCz/r7+BLQbRlKNIf6HncoZ3l06pU5lfvo93bjaVYVfDDRR6WJ5Xik+R7uZAUqW2C/JKxCBlepFiLe5vr0xJpF2E0n7rl9kCv5SRRzsQl4lXOZgkrKDS1j9st/oqP0W8BiZnQyJ2um12DIaFKCTXN33zYHTRviandFAfl9fa1mFCOVviFl8x4j9A2zRuVVc0tXr465xw7TT2wlbhU72MCIwhkyOO80kT+/9MpofeFZIdLeR9/2GnZvFuWGbZIhl9O4jjbf5YooH1hDuZG3T2Bd+9i4sZW64lrAyPyviGBhcwpNFdj0Yw1tJ43wssR9GxVVfPOgchBoXd+ebEGL9LX4rmWmVn68xAgtcvMld9ErJK0OCG2TKCrYXrWhEvqENcINiTB0uR4OrqODQq0lGO5K+Fq4T+BAZesbOnR6PknrVOn+1fXHF6XIshysj1WOIPMGDAFYPtmpMtr8gns0H6yNk2RQG4E4flI115C94JSEfMCIg0z9sFZD/ITEpZ5jZBBv2qz6bfru3xOMnSGJhaxwF0CSEQs3fF9t6c/SnGq0DpAfbzpsAloZ1rtgOp8fL/CuKUP3hvJdkJn+voxChpUoJaBxfcT782OH75D+S1/WCKN/NnKofNVkXWhLto3sQ35KVdVmHRfymbdU+03HmGmBn7eDkwH5IM9fUR13IWap5nJEqxm+jEPPtwnhL6uVSy92fWLZjRp7wLBR5vjtZt/gC31ovMU/MlL82OQulKiMzniGZ00RDf9FD64viy4Y/EvI++wqA3MdSgeoY1AkZb62wM5LYZumCQRNaAWF5JvDD5NDlqlQR+RtjaI5EvC1fXUeTSSVZofNFEm/9h+9dOcHfj3HqU8czQ0EJGJtCwoAn+sRQqS9E0VzgsFFKEr6fh9wFOxpoDV4XyuHeLYtoixRCQd28MIleJYv3CoI8XJH8tbfLq2Jn8MEk5SxkRhQN6wA6JxOLObURe8AK6DJgLeN/0Uprzswt6+SmXe4Pg47+onc8WObWt5r8f7KTNjVaPcmbWkhA+/7FfrdHI9p1LxSghOe2fN5KEbyCxM0cURQY4qYeqIifsJR0m50SosD5T6GxA9BQLPcFYA+EaXiqFdYOg0ruZc/aHMkmHZN3VFVC0RD9CQ7V5vgNNOIQ76tkqu0yMkowYQJio4ayG7u9888Hjz/Iiz+jPG+P2/aemIskjyCdN8qGFVoItqIWHut3Z5Ot3wu1gPNFvNjKO7QLT5Wp6pnaJ3PCJpXHB+0GRii+Qy7DBNgxbAXJPWMHKrKXM6tvWGsV7FHh29slpf4kimIssVRJRMCSrK8TLV16Rt1Fbl28uDKlvA5Nr/hJAQF7AK4MrkuyZ1iZZp94eDOsPUyDtKDMPFJi4m7Qr8n8RIXzg0/UZlO4Q0Qr3wCiwUzFu7upq2FoZqEaszMOgPvxCDpGpuX0ROAHwWs4kP0wKRWx83WRRN1KmK63L4y18rFdYOeeW5FBMSMeEFICi5tZIBsX3m9EuXyoiFblOzqDFgARrlPZ0fa2ANQD783x58i2CnUJUGSnWh5qvzR0jz/AmhRty3dsSdE+lKMcVYxsDWCGxmkpZxjyiGYkcyHkLikVf1C/daDaAwaDfTLo0oRliZTf2ioIt5G+6VVaHvtitKlYUR+RQtehskAJJ1sLAD5bcT3tbjvB+hCU9eacAv96GP0CFrEwrzW1jVCD+7ohljn9PvMeLY65SO0wKnWREDEwxoGGy8/VnOmN0CwdSwX5zGPiz8z/M8gSk/8dZAjwMRCG01+zj1xuX5fgHMTBDXyY25OKQFp/H4DHqkCWOSYdRB/kXrxp8j7BzDK95JFyrmCIP25y5fgTQlKPmOq/bbD+C7hF3Z7VLeym5SSLzZtJw0BO/ur3/+IlA+ca+79RYNzW4iKgeEFNZoe1dqZYxowugETGlmGEZdNVbif+/3EASa6/bW+KASJkQ8xRt00+4tIXSeW3+jwwemv/EuCQITL3QZIr2EvbIa9SUvelY36JamRxHC/z+RPAPjYjM0JS2R6lE5vYBR8+eWD/YGO5W8mXg2eFPfp0+Wmsuik59AHs6xwKmuoPczU5zQfGbkKVtz4I1nM6XfuSmLR4rHwklBaeOzbe/sMYmCSYAzeWqAhYgtL7sKHxijwLPX5jSX3o7O10agOCnQkcl36CgS9LxIxbN1yNksw43cV3HkDNtlhp3ky0g+2+Yzm7LppfqZ1q7Q658hj+YK1dvfBRaDAseT4irDuEyITesZDfJs2fWelvFUlcqGeSIjirCUy/M9VLzyBBfINlfgxfEJukYUk103kPZGw/brs6DniI77fW/RG4UqbLZYov3jQWJ/FdvXQuwEPFJu/4cleZnjwTOC26/CZC6WV8PHC7wehFSk0ka7psRLqQNbyjP2YKc9VSiDQuBFm6etXnB2sj6kT+EdLPaVBhTBVlI9xZ25p4nN5QRsOlc57P7DrDXbCiqHxuI1823+Uqh6KmeX3kxJY+ubS8I2UxrsnqRG+CdjnYfIW/PFWL1PyfMNlTiFPgAhiP25j4yc9t1oOv9nXMCF719EZCgjxOBAKMDuAh/V9lzHF5MVMfvJmb0I1l5LTudVWoL0rR55Ynnonv/Du7Q6jY4SPjuAF9aa4H7Er+yAqbRjLCLCp7hfJkk8gKklYAg929ZKAzwIUwsI5Q2OFBtG5P2jmTzZACIgeL6S+aQnSqEnTiimkpV6R19K4tv1EHkg2aQS7hpXAIkh/QjzW/h1PqjutyV/0t7eHsxXI/C67H+0vwxouFVn7azpJSbdLdhEtEf+dUgeym8wqOhUldKF/7EoeA5nFwDNBcMgyI/p87N7qREDfsrPCsfCar2PmRbu5FQWpi54ziRFhtD5kff8L7MCdAiZAQf9MDL+dEcjYshkgx0YO5WWOv/ty4fhcWb5OvK7ZvxQrS7vWgWlIii9RzzeY9dNFTUpNZpgTZfhGp04FMchHHeWbfHVNxdd+oJM2qiv12KKf8nM5JD0DVQfmTSqHVNmbCMQXOTCEjJK89e+EIl3BDV8T5B9Yed9QEqsAJ+QFqpJQY7aI4vrOFjwhGeJow4f2YJWAhsjDCxhsIUY32SQdO0q5ZTkt1nfZkphe00yic5xWKfSHElSyOb561IGvgWbkiVTxwRGc5TdfV/uePQb06pJpKNdzKu5wnAa30OcUJQ/k6Hnn0A85DYQHIONOv+7Ef5fv9CvF+aP05I8TenqgWzDMyEHR51go1IXjVvyoTrfc2JRmuSy/hriG8WwEZjOnUywL37x6R0cHTW+1AeJC3vvdcRZa02me6vQi5gQVzS3xclx2N7R57jNjYswfZ9vyE6mbAmTJvYvAN03y+YMSowS2UN8blUOlx7Zv9s3SElQFS8ryfTum5imt4iIWl+FwSfxqxoPf9mr2o+XtOc5hr+Hg07cM4CNbOwRNT3R60v56pmmvZRPkSUQlznjgVbo10CnUC+4TuCBD8UFP4TuZ/1AG9kEwpPar3H8lKazRCBCaEwbS3qTY+alhdnZf+J6B1OU+HtZHPfoahgwZLnG4Temlw/C39dsFrXbLbKaAa09+OTN+0bateNdJTP1JbPzxeStAC3NIfURFlyDkhwDXJ7DgSGUTzvKWoRVUzoALWhoQxUqFY89+OT1O/RT492uB32G0c11giIg3bujCIetev9VAppma3EaK+6HjsN1fdDmRfmBtSnHg3kE8nqfx+Y2q6N+2ZeEmao/r6jQT7Jch8G948TW+i6fu1neUuWESJkcjxzTeFz4zw+dlH7L8O+xcvO0UBmRAere1vKyl0r7SQyO6H4jyuD5mTObglMZ++1LDoqdBfG4yiEgej6tdCHSWopeBcdtB2uW72IY0IR8CT1LrJQwdkNk4826IZt7hLsHfoIhhBI5DkLdxP8QZOxsqkx0n2cN6yJ83Xve/8QWpnK8R5nWZ0+aDDfO3LpIjKznaYa3F41Yvi0rHnlKJha87Y+utqASm3yjvkGoG2XWd/A896rzV2JTHAEaZWwbiituh6DuEthUPnWLhUHaWl46HiQUbQMAKMiIsKJcS1AtDuQ7HRJMu49t5qcXnKH809oFh4vwnlAXJKEjMoWQb3XYYn9X3ztFnPo59VQaZ5b92H3pUezaXI6yJB+xB/gjTM/3p+xCRK5AxS+2ChcBqIkur3hq8jFvzjnryoclC3rEDiXQLjDdV4lNfzyVQJXEsH8/8eKasDER0Lg/F0gKo38RYzsf+hg1QWb1O+48LMCS2ln6pd5+Qw+ycNKpv6Pu6cLQwy6FUl4GvurbzEaS/XFwKFyfCDeDG+zATUtzRGL4VHeQjk2TeErCBy8nuNZMlB08sNNlItfrVVz7UHqii7owPRhj4VKrrjp5zKJ2/3uQJ8ZszlAxEfuRbwoIf1P5ezraOIilRoW1BzGK1r33PC/WtMK0qIjhdptfo1RrWRaLfr4XFvR1v2tsstz6OE8kN+0E4GeFoVcXHiiR1hN5QJ6JGjVOIQk0M3kYsd1q5m8lhIRfYZ2yar236Ff9akVcO62vi2hm4lQg6n0COMe53H/Qi2r7oB8sENx+8tYLzqmJ6olpiVOu6vm/a7AMkrzDCZyyNdToOn9fQx6vdB5WbOxCzzgn0xFt8KuVHy/aX1iQ3EMwxslrn7QYCxYMLZxzPbp4/M4cgV7h5kGXPjj0w24xRpEAL5izcRkVZ8Uh6o9IWoKrpUYEhZBF2lMEf7w3Twhn13T2EwSifkQfyXYUeJ0x43diVl7WQz2VvSvk16xvhgRgCNAawama+9hJdnWgvllQTSdOLKr4oiVSZ1bT9CJv+E86oGClJpq10lNXM6AodbolRTl5v501gSxrLTZJ9VHwmxzv9xTpxZuHYLGYy8OzIZc/DkrXWi5J2tV0r92t4QnFiBH2Gfi2nilnFMU2s7lutXlQzEzgYKF0V2YCG3nggHw8iqrTD8+0ucarlpFPLoAibE/XAkK1O/ZQcGXhve7yVB5muOCv9cM6DcTufc97Fz1QFmmIsTEWrMH/YKBDuJeRxYliDj++J071HLQEFOcJdh6uqLVJHag6N6E0GrFl1RVXWZwDLTt94w0w62n5HaY4HW+K+YtzrFpROtzK289dMIpjCzbr59ai07Koib+pGA2HpYwTCqNRn841DhJFLeNtMh10fowd/xEDwwCJVNpuw52zAikWbl/hqp6etYurtRPi6800Nc+Vvp8K1GDhS5zHO9sXSIgh0WHAR4WMvHZl6MXHR8H1GdnrqE7TKZvUncFQFgfxs0oA2mjoIOXBDIPfrrmyNLCmMeLfWO7+dQjr1pL9GekBObYV2w7FCgVOWEYV/Kj3YwzOoFcQHC0bEXEez0auZPslY9XyXxXHBNXO6KybyQI65TvqXRoOuf7aPxWkVKBNtf+sGovVDpHowpcnshx9CkWbGxL4jLDnNdyKDLp1OLHlbVGlBedDdEyGyL1KTWiOsgjgheNirADpi0XSRfOwJdEOsX0NHZCUKLT9odYqPZs5eWY7h6KqKcEyT0q6+HL9eoaXQ6heBd0RnSysyTL68dJUOsyJyKvMzS1rR+m4qhA57HubXiIo1JJVogXEjEOLzAfkera4z0cl3Cy9DBhsZ10riHfsYTaid7CAi54RZn/QybsrL3cGRpoyLhznbLDHn8A1MO28dskVnAaFm31W/1wabZe86MxOab3dUxGXZ0opF0Fxf0zG0zZ0xnfD9woOv+jjFmi7pkH+zGPG4u+ES/Rq0dPlwaF08mPE2WJWvnDgdgG7uQFry9ITLLyYLr3KcwnrRd4uLhs97iJZfpEM3K1y+v483mj1/qT3svWM7yJTSdNNgzwwAdMe+ZQ4y/Kss1S1yyeIrWUbwxeEvF5/DZkuRoHowWKq3y55pQTcpW06XwRnTLeEiQprmiA4WSOVshYf1XWi5ctyR5M/u8XKAtx8a2+p5Na7z4H/MtYJrETA6/JJrBVt7hznizWfYvJDbmy2tuxYt5nXixascTDiIFTGwdfxEwCpD71aMdQe3W06f56wfBONbwRE2kpzXfutKuPalHvcFM+0+pSL2h/lZfFfpX+MWhC9hm8xHueG4OBpWPps1+dqTkNr6OrH4Bxia4DHLQF8503hs2pyuL1c+JYYM6nxNX+/uJvHPbJ81s0hdTkFBq+y4a2qVa3eYYIRC89JhhcGzTqLUlGG4cbTSb2LqMma/cDSnirls5D2H7IXGKmy6WLajH0RtuoroC2zVftJ+q6Qof9yDm3Wnree7+X2j0+pkbX8UTf4Yvagx1rV8hx+QfH/vzQ/ORgU6cfKvYMCh0c11ZYVMPjf6Q2rpIHNM9UDtSeZNksXoVHyhpgHzvD7+Kk5Y9UPnw9aeAhNrp/3eR9O6HrUwMjvABtCy2UjcYjtDuyCTOCG8ET8I5nXubZEaGfn9SgW4i+8HPnFTRQD9fwPJBAesRDK54TMrc5FlJ4Y/zmUwxU6WZMGqzcvCAWqZ1ccXPoA9IEe7EfBQI3P8fAItxiCytOIzFXHNPsoet/ZCo9/+XROHZZVCTR1RwtHHsBtXU94TCazma1CD0K84On00XD3f+NfbHnvgvm3I5bNAC66PVn5BII8FWoYKX21Xv2DjIoPjdJvBBaPxNMwqP1kLSUkTQfhWmBQkkd835TiBFU50x+tgpEnlJ8Ms+5nnnIeLjz8unxzNANM8S+j+dHfV8CGDlSlpK/miu0ozeNWILor5VOFRXwK6lN0bv17nDARn+OxjEOA55Yt8GBT+xCwhzEpmG/H1XdvsC6zHh2EkXXTtd4lsWe6iF+uCc9ISxDszMdJdEMHZt1dVoXx8ItOygO7aOK8Kj4AIvYeRDpOgCQTEaCtZsc+AcWhCiEIOHsNLgHsnZunMClsgM5RueWizKRrvc+PkGKQUqC31x8y+Z21WLtUzRAcS5LI0+3SIIRjkwERf6TvTAtB8i+9HDQjpOHYZzeDzlwDxwZjxeTAXjxkruds/O08+j5K2HUaadQmeXsapMZiyDAn0WctYZPyWsaJhSx+P6D9fMqcSI+mX2v7twb7E22AfHJiQx27dXmrwjevIt6xrN52GLyNfrSmoT5FQBdO5Ccg5xrtCI2h5cPFLgU4+BNSggjg4wGvnr0fUcgv3tBHCZ5G9tDpfaPOdTrEYzbmTprcUZ7+YpBeiwm612xY86GfZZD/IlZJQFv/nVwUaKAVmn+h/Q7qMxREDyJoP7WCoB8QfcWgsSWRX8RCMaYjRMphC8nvJVQqIXPsc9jzWyHmjT8VeLkel99HJDESDSBEdT14/+qeGoUoOECizWxI59T9JqSta/uv65gAIpX+0pz/S5R8NquQslqvEXsBUNkJfictAWmvv+gsWSrFH9AYswP2DlLZzxH+eGRCz/gu9NFqgxQNK9OsPRbTudbjpUofeUJfewOD4LUf7vRAFTAvxW77+9cz/hbi1+kN7KzQZGkCPg/kXku0/pLn/U5LtLIT+lWD6L+ra/5YU+5/zgxp+GbG9Bit9jtBwPhi9EyV9Ntrtv5yzi+9/HQX2+dyxZ6gyaojTakiwJiH8HOPcP+Jq9/8b0TZ4/j/97v9CNs1niAH/iML5nn+OHwFNrzk8xyGP6v5FmG3cMhJ7zGEg9pa0QW9cEBS3MqqFMmxwgCg7aWLPhpMwxp85g/7l/Eo2GlAc4m3i/84PSJb3NHzO3TpD4rG1fhud5uWQycmbwfGH0cCNLtq3FvrXY1L6ZIiv2PP/QbgMCH69Rx6esXi+3/lf7/93/kQE927USVt3yZAMmsdASficX3Sa5/y1cSe15vX1c000CXlUH2LEaOQqEXXCGegrCwVAWTw9/4+J+4Bd8UFg/7eJrVsG0m8GBdTKP6Lo/wOx9f+EbPqn6/9PJMjSv1Ml/9GsTOz+Qb78WBroD9W3csePJCevfxIzx0hdZ0PRA0o5IHF/v/58y+cKwiNdgeI87/0kcuinhJuG+LbvpH3GvoGOZHgkxbPPpK02U/Rx/YJwvdVR45kZfbBP4+b/SUg9Gt9kdNA4Uno7LIBG0XL3k8Lqz2gwH098bEVUTf9COI2mYrD/odWWbzDbmsffwT86QvxDvZnLbAE9+Z8NC/6mfjb6/A9J9N/yKqeRAcYX/xeK6X/fJKD9J6k0sHp/PvdnQ4PfBgfP+f7/JgP8z+M/j/88/vP4z+M/j/88/vP4z+M/j/+Xx7/lGZIQ7x4EgP7Z1uvPgoD8Wvmes2Ha9jtadP1TYH5EL8zrI55tFumArpbJQhzKe0WyG/ZH5wtW03PQHm0wrM2YFcM/17hzXrB9/n/AAm1l4d8d1NAF/wiq/88H/bc/RgLyCODS7p8m1xhlrwL8Gf7eRwrUOX7Pk19LtQ9QTwL+Sn/3u+Z9nYTgreKv9/9+Xv7e9xP4r+d/OrL9vHdcG7xV/5rHqwT+9+fxf3n/ud6VgT/b3/MuEeH9d/2++vt593s+/q7XZeEJx/8cyl+vM/egoCD40Up14JfEAELojvFs9kdtFVcs/COMZliIeUGA+HkHr/+DgHj47wmLxV/P/8H4DDiPDM4zMaLOyAzLMyLFZDZb/0VIzfwbQfO/z+eDDPXr7/vmePCpqPxff3ND38pzVRZ/7sJC7H+8Sn7e//j7d14rB+3xWf+vFNHsF5BbmxYgGDDtf7uDl/sGBwFe6G11/o1yOp6eU2mlBP5EIrbOh797oX8j8UqG+DlSBRTQBmAT52nw8pT9Y8bAz28mXi38/B9Izy/+Nn6HPldRBsB8TOf/hxmT/+uM/Q8/fzOCDCinf0wPv87+f+3q/r/2+Pvs//fP/NfZKRl09j/qw3bMwTv/tbP/R6v++pF6/dtPLLF2xb9+HftgsetHNP03ffQ/u9rBD8/aMsdW/DPToGwHqZ4JPp5P1Az3+1whFqSF/pLHNSoveztx9Hv3jhrvptyIdMK/gt52No51hxA9cKSPaNAfoeBGYklljKpu/oiPJWT0oEXqN1GowEghiLMVS4jnCyF2vQaW1SJgqrrntkRhB1nk9dvTTvw2Mvx+7FSfe5FKSwys7cpb+hQ8fH09sCLbWmp+5McUDcMMDfDzio7glu9fHb6ctqX2hKTD+HtqVP8l+i8GMbcMIm8LqpHDTBG8HUMPdaxRnvKzNhKkjZfP5g5vd7WSXR1gmWlhUJzzVmjiGggE6lW8BuntO4PqT9XvrUVs3Ffgivt2TzsoPgWJQWdfUH2gjSSJgdq8YoVJ/wKlmW456HAx6tnUFKA+TuNe56cU+r7JEhM5LOu9l9SJ/yrHMuRr4H6Gy/EMFkxM2AnnbdjF7lj0yZX2L+yd523w7xBZc4uTXnJqnYU1cp3A0AgZ6UaladnrY8jQiTRXAHsqNATmPLmgYZmX1+nDLHhvedRuBwKihnw2EJev5ea0nrOz00E5G+ICd69EHgA55yi1mi0OIIFuhNYXHaevB82t8fWI1+7MsccWQgC+b3APn3TnHVNKcw4Oy0Of0QUlnP5tEWYhhpFY0K+LdmAioZDrS+yFr4b+9emh3DYRUMCN9NXlCzt1AiVwVMU7QS0l9A0wxE5oytjd1oNdD+4LAd2VFMs/sBJsNGi7iKhauOoBFBj1pgf+C321/GDENVMfroIu8vmm3/iVQ9h9dkgnTwvZN9R88YqqOFfuSJsmuX72nax5Ie+Ec/GY5cLr1qconDGkF8o2GRH5t/MoqcNev1/zfkXytK86S2Yobnn6YugI2iGmrcSMCP2vv0lEP/aPFwVwm1S+8E8l1AGHxPM8dthT9oQXbwtO3upO3Cic8bMy/6CSE5jubnnP9LN2UreTu+BDb460cxOps1qnDGhxjEF79Rx/FVl4o86ADQoZ48uVRP7a5OkCmytj7NshPMqX1505x9MgrxpdYyg3q1/Vh9Q9R3RYx04xx17MmESOjNkB5Hv+MjrhorZnD0qA6xOroWHXxm4+FnbHs1WxNj6/rUwt1W6Pc34QtI/4W2MNfr8RsIrRhlg7ml1iZ4o5GGlfizhXMMK4gEKdM5NgajlxVBs9uIvhumjtVZ3anXKPjzB1yDylR5GomiyVkN4IwmSO/WZmQWFgNjwbQnNCj8Sc43ssSdVFLe9xa6mQnap0iRF+BikonP0az3l4RMqJWVLnpUWKVgLzOfMfeU11FHsnuHckKOMZ70ENP8CwHAkvp4sXH3AgLVDd44sgyH2hVu4H3ijTPxOGP0X9ZOsjc/AFjm21ZCin8JAISkj30ghi3V/tQNQ7fw2v0deSF+Zl9Eept2Zzf7yICSAjZ0M8ONBQaKxont0XBvt90p8zX/kzA90sFDbuohklnJv3c18C1DTCEbmvOgEliUPZn5TbEcWZe9SJrY291/79hTPx1STrN0D9Iiy8bFzEC16KL/FOzcgzIBh9E50xFf620Laxqq6UNCvVQlu4G/McNMwnRWSIiS99xmViprdtWemxkAgJcmoymxMjHgu1AJuDKoIg/UqUVS939QDhmj3rXC8+xRZB/NbTxapyQmoXIdNpujRdR04LCiertymnOaUSlJV9c3zTBvLyUuHR6q6ppc6gnurDomyJ5wFVJut8KcYmPmtZ5IjiaxmxFQM8E98pTvKXSl+cb6NbdYicwpN8hvnRqwscermM9vKPSupT1YWExAjISfqeE7ATE61Um4g5Yp4ETlA0x1gGfLDLR9ryxiyfS9inWS8IaLc7Zou8Qb3Y1wyN5MUeqgxNnB2OIt1O4/BdxNgsT1TP3zuiy+04szGhgulBy0/UjPOeQtYVkS6fXqMTqV1E3pVhr/vXSb5//DXN2z8WGeH5JTCHDTaJ+BPx1Dwne4/zZxXWt/0GMMvoneICDh6Ktds1lxx20GohUl3KYW4fdl+fRftf/072bjexcuwYcfIDqMFjUTEbbMIMtRle7JfXEaMXhZc/REF8ZUcZZ8E0dLhvPLEIx3/ccso7wr2sFvOEtmxq6IDuM5siZCdyfc4joS5BzUvATCFSErWajJ0o36AvF6sjNFWVhfm+WBnrkvemirhlTCu+5BnJfH3bBkKttLBbJ2gwPPHO7uO8bncwU0KioOs+/B7u9EtOS4blswTchT/9VassPJBI4zkyByW63hD1KWlPe/5V8MQyA8shVV+6+G8Zb6/u3gxEgTipx7sLWu2QFf3Zcmq5ujOtnZTuksEytc8qCgW6rMwkaW+uqurcr2Z+I1/S5/66Hnte8isxpb0/o1KefWH01F6CzdqTsxvZy0NbG7EVR9FWR9Nm749tiFQmI0pxgfJBBRQ+Hi8kucYeg7I6SyXCqk8O6gwXy4SzFqkRvrQS2fJPiqVl9eUKi0l0J5PwSkbjD7dfKy3U9r1ViZHXsqnvb+Z7d5lqQ20XjTj2ldAQ0op8Pzrnc+sHnr6Hq79N6k1F26vGLhPU2JpexwcFQYDhTLBvxojOYmg+m3nKpRLeu9pFSqGUW2NbTRcufSzs5/uMKVdctsjlIql1bhfK/cXk17YSRMyMTPfFrHMEwcw5wEtXi4Kp14iQD7SFr3sWp36/EC9IK3MVEiPQ9GFsW5RKbGNrWC2LNKTb7e4kjNhufLKelo+ISpSA2BPMzAuIGLW8NSk8uqarf3Wmw/d7rrusg/qKMZB0gKFCwAjCAvvOvIl7Yw3pCmb7k0Bp1uHz6h6gUKLMGQH51QaAI7Vku4Ptpcuy7Mqp4MiTL0iv3mRfipLPat/LjBCNqVLE8N0MnBCvSRHXrc5bymBwl1lq8cVPOx46etUTfyrU6mtdMDxddZFdKER1B1FJL9ZMqLdIcKkjUjN5Qmzqz4QRCm5gHYo02KE+bg1T0/KkFMNBTzQ2ZFu/jFkKihmbU/ZDgd87l2NUlz8b24GqoeVPkxdsTmoURCAcA/tE/lt59TpKblAZ9l6Mdt3llokSLJMMvnyHI8RjC9V02Cz1vSw/Totq0izAJslysZD6LaPshjMYCBh75NuYe7DmXkGcTGBovGRfRW3x0Lo9Ho1XPL5FMZUFFS2vya81+pK7hTgK9BihbSv5uBN0f0py/aO1ex9yzFQHsvyhTmWJVN5sK5mrYh6ymki5xGRGplX7vr7MK6j9kOds2u7nLZjwHR/gb4UZtwcVaD0wcnNNju32d8fo0ddG6gwQ3yyv+04UuYNW0MXknCkVmRqzBxTh0k52c82BzU1j1QFfz2+++/j94DZ51Y2gbDPlkjwlokJ5YZfEpCHlmXH88jh/eo+utiWM9QSq7trrN1743q/L4YMTSCB+qbf2OTtqyiuipZcXqenwCWNf5HosplBcbKSKHa4rveHQt+2t2SnM4gc/sLydezU3VxptsySEY+ReaO6bFjQ3CEL9hTHdrjQQfrlI0iSs6+MvmGptjS58dCZJSNV3cdkloYmncMjU3pgk5TSR+zPDWPwElrWLFuzAjUrjzYf0upY7L0ZbdheU5y3RgdJXQWfuNSB7lU7b+w0L6+ZCdaikqVnJqWR+QC0tq7UmpP5CYBXzDYOs2dxXCMNyGUd3Kzz3X4F8K2k1w1/YeQHlhAAad3j1UVam01yboIJHy0O27j2+96RIbo59lT1txkfqV1NHV73q7LUsMcYvehwx1skdrGGVb98740IdPu5jwTvBfuMuE0dev/x2dJJxbxbGl2XuZT3WUXbhzegdZnQGbUq2Z5TQpPcz9Qso1dl7gTl3/EBHfAkfz/CUAHULt/fu7jNv607b0Kn7VeJ25nV3eIIjDleTHm/STjVOsq59/AfqPIOQXsQvuBWO+yw0LBUQ+QkiZt7/0R3fxaQwB/Zx2QKbHWqfJSGo3cEOdExgk/DMlrIi6FpKPrZgSE3UJ60p8YpuyIzkH73jM/xu636bZXqGRbF18EGpakJL+yM/vViedxi1OpSXf3fmqgBBxN4oaYxCK9Tt9muNZbqWQDy2gk4192OVg/nrpehYp4/3BgmIz5MLbsi6jgY21JvxkNmfXAYMkGZt8/B29fW7eoA8sq0zqagx8QBORxAJPhB5OA2TssP7S1xl3SXnxsaaQE2aauKwjaxlbBZos9g6MiReeqyXrju5bWdHanjxuKlwtQvTX8ibzGHXQ4WLeVUNBEbDt4FbjthKCTL4ujcfvUlk80UySnxXYv0PSTWA4I4/EEfuM9p+z4RVgoSHQIjMrHH1rPK80uiu9+VLvUp5TnBRukCGj8QVoul9Qu9HLUH3pIdAa7bqCj8XYkfReF5ljrwjcdej9YvfDeyE6q0ENbbbJKIHTFvRdwUxx+tz0jmzKrQPSMdZuagAg5ryoUglfExXdw+qqR+9GRU5dD+QpVJdRNzEjrAV/cB0r7lzd3t9n6N9R06HiLvNmJxgaV/JiEsNCOn443PwolVnHBKMwWvL6Swi4wJjH5kLtJpvXxOjAe/5PSri1sfB61NWjApIrRxMVDOQ4aleWbNUuh2VvaiR9nd+7B7xErmXWk1q05HHyZgl1J9hRkKwN7cxjDRT7pDXx/c5wX5xxpG/+LV4O+QbKvFpgSb89GhbopOOCM2LBHEMYqeB74EWBJTWFCQrAEu/SCoU3zV2nOJl36GKxi679eIBO7b2DA90HOWyR5yLiXEyF8OVSmXM7A7IIQX6PR3YIMDHC58jrH5spmZuodEmBV1H8d3qq+jy2XW8dZZ9pJrd1pvOhEcll7Pxa5HY3KZzKrEjyRn3ZZ+O/OAF0wiZY2e4vXpFNome98Qg3rfWT2bNK1s3QUsSnYXHR33SW6FSEMO2vJhX99i9d2wVzsecCOrV24vFc6PbbZyCYuGOwAzpQHKyb1z9USR+krkL8o3w2ooPfLUtXuCitquHfZuVSPQnjuisZrrrblL52Xvo8WBIk8Rbarh81pTr21ipezyeONw9mPm0xCJ5EM+oQ32i90oXFYD8B0SoLRk2mu5ANTTpfRxIEk7k/Pce48ysNmS9m5tyo7wmxopCt1KbHqh6FQ8YpP2vPg1mmfRyuAso7zj+pMSeqemDfx090uS4MWhKfaPFrdoDaHAWODP/ikU3nV853nAKlE8zHG2ZqN37RD5zowZ1paCxgotxQX5TtZ3gXwzZafyrM2+lIZviQenmZlFM87kkPvYwbx0zf2iiIg4VibH90TibQYWMRuGTse1pZzo3KKOHtBFeAyWW1RzBVKHxwukn9ZBLustxA63piSVXUGyqt0KPx3qvPj2/BwVBmuVtd5bMA5SDO7E1h2xA8HCWdDZJcGPdqWanv7eEW13rHlNeUN0oTaC4suQ2InRoMb0mHr19iZMxqKNzPYMmxI6JYyul7Z11wL4peYRV/fiRuovS8au5R8XW8CMd/bF+XL6jH8l+E1cWEVbMrd/Zv2krjJ7ZgqoNLdLexongykhkUGjkIw8fQHGwUAOG1N6v71q8QftkmmyAdUAoe7oo8MYrU6YzPfu1fvmkNGL1fvmDgnpuwcl1pOsn3CX1ojz2XGXRsAvLTwnx2mGS9MjRgO6FxZvTafgvA5kylRN52LuQ+SBN5fvM1zeAMe5ID/uypTyVatUZkrCuHgTivctTUBj9/f0EoB7aNCopm6t90Sxio9Ow9C6GmFFtTbxY0r0JD32TgEDlM2VKdfdyT+Pzru7SksxgwWq7fRyR/0qrNewAm0YYVFheuQCv+j9+BdZL0lI4G6FA/AoUDE8xMlDNC305eWBYL0hYGR5luOoah8cNQKuyjUjP1434UalKJZAnjL3V6RE5bwp2cRv6JQrwKo/o0uhYzWMpMk6DwSX7ChB27ZMYLsgr5Podxj0c9Jhw0Cbzhi7gLNJ7o/q26liSg9LzYxAKj7XmXoy9et3s8S7wCD9c9yWzCDLK4E5jFw1JOeav+HvGVIJcya+lMZnsug3gt/sACCyebJKWu8a75dEA0dV6VYy1JFLgNtNcUnDxxu4l5XsnGKRA4x+XWm4Ra2b3QS02pL2c7+eWguCA/QdaPTZtEzirq6r7vcXwawm/L5iN3bpkWCbXKXwk+HDmu9kKr4+EXe+7j1/PxR+trHyaaA624NroLr8hf440Eb7cXh4OzJgjycCbuA9vxvik4qSAnirJrpfMqfcn4iQx1aV1l0Fk/PZOKVgjWTDy4e1+HnR3b4Xfob0pN7aiMNOvb3AmoVG5HcY/ZLT5bKYT+1nrmcVHDfQXhnbXqzZA5PgZxyWRtUSMJ4IgQm/03yRNvUPIlZrQq9kpoE0JBTRWAmUz1sn/4Zc+ZIGx4xd75H9yrbbsMKdcg71Z5Y4X+Ft5LiiLMqycVcL7H9dp8gVsY8YEQmtwMS2dSmS+OvKf2ZM/G759iYZemPdzYtrYRUVP6JZpWRkGKSGQ7uSdCm8fkfth+5jUGpbvG/NRHodoPHI5RduraP8onXro0HDFyGsHh1lPKHx9VJRHbusd1OoFmVx2fGPhO/NvhuEN9IhhvIS7F6gbvVDW0reCH56IQQ4T2Af8NnfKWt1OnSkm6YX3+nBi1ujhkChnW2RZThaW4bytadFhfpd6TCuH0pNpTlT4w1vybIBDpZ0Drfyw60m+XVvJupMfO0LEreGlME0Z4pL7kd7A8psvR67tgZiZSKiFEWocIrZ8V2Ar0CjQr4cNlji+vLoIOTN71AryDKto9seE6fStmPpYZI16sooJctzLr1lfbK+Dyb5KmJezuMuEZ8pkE7MdUdkf/sHJaNK8XM/k4NxlbxaLHMmrvO5iShY59LqufmTejV/4RFCtde7wdOhyrxbfb5KZRRYzjfurhmjQeMTX/3RUZ6+Bcj2OU9r0nEDfTV9+cDWQJtkTVpj5MAJiDkmFEY2C3W3gneLSELN3KEDN2XGQ72OX+ySoSQJ5I33asW7seoWZn+dreNerJHLy4KLN7X9NIW1CqllfgRQIcnXRmmVnYSw+Ya5hfNr2ntKXlhym/lZp/VXazqOPcvqBWR4tPofZOy3PFye6S+yl/GqW4UrIlq3Tg1H0wBKdm5fjxpDErIdx78j09frtJndLoMkRJ4ww0fgzG1+DDdZwzLhy9bytCG12EAZvP3d1itakGTdqXexyP0EbOSt8lDCE+1ivDWVaovoe3Lx85a5Q6qHEPdYsVwt+2SZ0OFV+GNn3bfmzCTvHoQ6KlYoyZ8s4b59czOI46p0FXlis8tsjrCqmanAzT+aJ76Zom1Uy0Mncfc2/zJyJO+/2F73u9W5EBVQyPtUJe4gkM9u9JNk87WmRJbDpNnDqI7QGTVWHRK80kUuTnmL3Y7aOW5Xzh1w/qT/RH1M/EQNqB6u7pw71ChEduk5a8C78U9YxSdOA7lbuCdGBP8F9ShWNEsQtYep5edB3WxfLeilTJi5R6NHYZjwzcJQzOmO4aMGjV7Ehs7NK4zyS1Gq8yNLyAcZ5JXwjP19ovCrBJFmPAniyTFN53p5e/sQ+2qlQ58EbV9XVUXGF8azGguFS64ExHeZDgEyOxYHuZG4PqTzSmNYy3cZhMnosRpb3k4UNLLzhtt/OojbwI2wj7BP0HJ78ahyz3o3JtY1gZk+9jBy5/HhDdipVrMfky0HNX+aMLz4fhhof2NCJYsLGx37SqiRtUpE3JliaMWJTmF+vB5+NvCZUqYzrYv7uzCKzMn+uP3AqPsCFvhaVdmuPCNMuZOZwdjREuRhF7nCecxAR00tvxYZyKQxvOhtRt+n0mbHQO3L+erPbHTDArbxfg+m4T/TmHSAjHuR6VFUUm2S0MpUvsuzciwzSVrPQLS8zX7+yqaTnZNQPlihPqGj9Q3Fc0xa0Asdl6XvoIKoi93p9cSiJdJfcuW58fDPmOGFB54Tpkk2X0/IKw1qM7NSSpeeWPjcy3LggmrqBYwvRMRkTHUSuA7l8KEUM2wfjHk2K/76Iz/wSifzzmcXPwKZi+fagPpTkNiTnCd+KC8/0TjKgQvbrWNM9wpHZI8HNuQi3rSuX7fTchWa7MmdCjtef6QTpsxpwT0VtIBXkmKPBm7+dRexfPpwIs+D0U7yCrlNh1wsYxnrv46e99aOQm+Ggf+94ZTPecP2ITl1TbzvSOrksI4GrksoIe3tIkPZ7ahjR5D6YPZ1SwnxxOR2y/YAPslITvf+EX5M+BH0et5J3uI74cjKqL/RWSBL345fzfs0g8onpz3np3GjOQGaRQMy2G28d1ssA/wXIKQK/H5Y/v0iWul+VY6oeNNE7DcgVmsCtPGbw7TpcvF/hkFeXPk5nxxGtpWvAPlqTJEzKSFFuXjTPcLd5UaqlMGHtSuxwjOi2NJmCvvhTO8W1bYqAn4bt3ZO2xxD18swrjK04TuGdQcSmTNs6MA6nKkloX4uQyE1ZZLTjCu7sBqumowQ3xI2ta1VedU+McGM91vvluAYstVvmfDEb0B7IP8JXQ9Hf9OU6VYpYyJtieCJE08VLqwXtUSNGH88BvSg3UKpTDcOuGseQAgsXGtwtFSm07oSqCD5tkJY0cCTv2UVUMuN7lyhsYA0ZtNCdr/3b7D8WojTApzKFp1pRoXmb6MdxX7GU0UXwFjfUV6jVT18jJejChxRx/B43ce7TBz7D4ebPElpc6H2Ac+4wT4PRXzA4owguWBkI/hGc2w08KAeXOsJU3fK+iyUMFwDo4/lSlNogf6X1UZDWcsGMWmKz4/mbCuyy7MUhv9XFCiT4pXTb2ZVmll0Wv21hN94ztwSplo2T+kiIvT5ukWrig0NhbHJmw1M1o+WUw+PZb7a1DfReFPjRHuRIpy105gFZHpT3IiaPgtNeKSX7c/WuELgirvC8NyHoa/OXzDtfX5ezHY8i3M92PV7eWbLFsTKldUGgWJJmHxnZyV4NE0K3i6DolnyjclZd5vwmDQe7nOkaPpE+ARtYaTAm+fOBjHWT988mhLuT+TGDM3vSkxXiVRcHvNoXsF1k/vvHxQK43NifbcVh9gblNT4hosvYDKe08/+bre9qltZItv015x26gYbHwnvv3/Dee379ha2ZEzMnbkih+CT17g1VlSvXyszKDGozxL8GAMklCMe5Nj3VcMFDKY+UnYibvxnAu3CSyGLBGPtefTXV5SZahmmYeptNeOIx81hlKQQaCYKiXjmfXjZqviaWqcakcGkVm07UzZk3bijwJ+cCOXYobDtDcMoPhap3zifMevpzd9ZBLIi4avsLNyScRmlU0zLqqt7jxX6cYlZ5g2hAdXTaVVno67fb6VpbvHVGcECPm87Cv1CaFP+13oqYYbY/hGi7c1w6qn1Th+NLkLeEDuVGiTXGfe0X+wd8ppgqVHTLxcll6G1QpTfyw1knWnz5jQvLu36TN2hfWLMcQx3ZRSv7mtwl9siNc+kj9/MFthT2dIS+xdo38WNJofjXCU3zJr/si1TSxY/qzTXbXVP/F1tOA+HdL15TyXT469PK/pYaHX7vVjvwYegQdIQiNi9yX3zuKut0+DrQolLV0oy+2GFH8gLSQak3K/si6Tv/8Lp7ihAcxcrdVJcuW9d5/K8t10BEU+vGD4vGvn/9Ot5cMIsWNdT30qfhuZ3ZyRRdPDUPN9jqdIumleKGFoE9fiBnGMb6rOMb5ba9Hs2QqsPKfYumJgs8kZBT4XeTesT23EQkbiWtdLraDYsoHb/vHvcDhnsLJ9CSWJRgFf66Bnna+Dba7mGt1geQEUVHLsMUhUJTCPM842f+csf30VU5rTYjal71Y6S5dci0IFQPIy8Yc8zX74Zi6bpAfEC+ZQuZpkeJWb/799WruGB02xIrRnkTgOk313Q8dfW1RaYXzKBFFjVjQpor2LjHOAhCJYac+apfPPX+bGZ5yVOkRAHpCmeknPKj7OLxoZ5oje0nWZygvoNFH5XPMqBh6xc+yA6mJoPG3L4ZyyoySVzyrNgQXjBMTbw28+BRTdB/YPeval4CGd30GFitzOj6jurMt57foiiEgdxo+pAslHsPNFGnq/9Gf09aNPHLcEbhpUTWjR9m3hREN456miCfvXgjBv7VRPWqS487mh3POsTWRofVF/vBNWEUO7H0Z8yOhJFY9GYbv1dpB7o1kTw/JAlauYJ7UJRbFrb/aelMDDfJcrXh4BWF1eGypKWsbtIBK3sP+UstiG4fCyvEs9lyODxW8FuUkZH1Ot3OnLOff/LBX79GrXVm903xBtWfM3n+MUHd+ajA/UV85Rz+TBiyQ5Slvkv15kzDBlhyiadjv7+h9SjDYx13svzsdKh4Wxnx57gesMUED4EIwLodgvrlGYZQksYer5JXdc2TSz1uLPM1PfDWWpBc3SGTG72FUctDAz0QA7RJgq0TNdi1XNWBvgVBkeHYJgxHs5D5VZiHFz3eo9ADZqN7hCd86P4ioNJU0WUjxKbJDGTdx6Bi96ILBuSCfm9RBcEMa71bjgSPpIFkmAyLNU3Djz/VUIVtzGREkOJgkP4IGsnIHQ5tN4syD4+bIAr4RVpZwU0SDrjFLkHQLlE9S9ibgLGO61Hm1dEk9k3kbkVD1/qT3gLxAiTmo79xnMq0jBPgHQfHfex/uQlrUhWYFnHUaLllvEVajtOv7iZ6vUT9R3Y//7h3AX/3olHLQtRo2rBI3gHgq9B+5q7NwwnenaGBCRkiVnfZ9I4IBG67DJRSFzS/1iLCZ0o9al1AV8JaIEEFodtfY2Karokk2nnohBrD4tSjrvmxaZK065Xa76RhD+svwr0fjUAmaGvl6Z2bNanhWp7wHOPjtfbXzI+z+3rYDddKUwWE07knIIU3ivdR+v4FYvhAYn6HejhHc229QeAhUv0RGQIlj0Hf07QgDEh2peW4+/HC/PVDGzRWxeD7M0ToflmkbzvGzWYnZtFAwMwro2OSeQMLK7HvmEUMgj8i/ViT/LdwBYXW8o+C8VXIHttUccLxVi7qNOARElKKAyEU8nFMfD6+3ZdJ877vEnGuWW6OZxk6cUXfx/+x2UFhwQxaVFASRaGVfP1d4s2pepw8YM0JhMcReA8Uaw8Id7G5CtvthF0qV6zRDkH5ACdwtPYgTN26gIh5gI3pIBYbZEI11j5fGk0SrzAVVcb7p6JEney+XKaYWl+wRUAX1GNf5l1XScifvYcG31Ls2LYvihBhR/L10cohZ8Zj+Su+PRQc1RHPsQR9ctT4ncHCfms3TlI3RZ0iGGuMq4lHgskmljBJE0wuFd3qmSbaG8TYy230iiYbAPGCFzfBiejo35r6TQWE4y98vxLzu6WgKFCdpqnCVwFPIX337oOZiJA1iNFneB5WiOyvDodKR5kFWxmqTSjvzw4ztsdlpY8M4N5IF82gWuXqtnMJ1y68LWU04T55hn51VRNtxNl08MIchxBYZrkJ5BvVmc45UvaWHgvDqJ5VKi9Rab7AK+0aECgQizbsDBCIWHUW16a9Q5qvr/UYH+P6G4XM3gbV5d9Q+aSQI1NPethMp+3Ej46SL8Dz7MJQWROcmm6nOIPFTGOIgmtqlHJ98hy29b0tzz06vS52X1JyZxtlBCcoTj6jzujLqdwA4Up5xK3yYEgSaCYpoQVgmOgrb1IjFRF58xn6coJ6CDyKxFz9nb0gnd+G7hROE6BTvcPK44Q2RB+rfD+pF1jwJbdhCryjycH2kAGRh2nFPGxt9MRKHtr99UwZ9VdvoWVC9cjRt55N1me34F641fKk3J0vAAzvXQ6szrYAIsNORt4aw5EUCVNgGK9XOlubqXwMTHZPTN6xcvtbms9zfbkVNmUndBg2+arvKh1kzNudXuOrS8IwzfZU9flrLpdBfGcJTe5yK0RUqOeOEk18IMlfRczkHkPSxF+M7dbE/tbdq5iYdd3GelR7JDfpll/8Pk4d9J4DZ00FT8hTamTH+y01MG2lsSBLOIwQRuJVSrOCiHZTZjHCOsp98Jji1Ixr1XI0aiaOk4uxrY84I6CVMX8BcSsY+3W80itzN7HeGvo20YNQ35J0ZQ7+7SV3F0EFBz2xvcNqUTihIOStPWBvFeLB3bw6RySVhxXAt2ZZ9ilW3HY3VUJ/URRGfCck3c+R9RADMxd8ePO1i+wEk9Ifo9loEmiFKHYGExfNQ8k+KKmJD0iT8O6l6ewIgiiayWLDwVacJ6DOBolobnqg5WSnwko48feATIA+f+wb7AuHpEQkE8QMJxECrN1kuoPzhi54bWpDC1dO3vjwfWnf6f2w0U0z5NS1IJWtubfGbibPiBbaLOH5+9GsGbZ+VoYb3EKvBHSCuRcJceyfmLr53jAomHciIEMWgUAayr9j6jRJMoCpmJM0VVKoRTMwjdroObKxVWtIeBMHgSHSj6Lv5bIYtWrJGVdMxLuZtBv61zS54h2ozemHTGTjYUwY8YbcyxwIci69oc3XE1Af45JU/Mp/jKd/vjhZt3pGOY1nrj0WqSNekXjycp75PnGzNvidyHPkX+G9t+cnC17yrR/H2+rvx6P4QrN49MXLt1NjfinSVB17exPk33j6/Le3FWOZ7xgj05CXT3uZnyp5FR75fil9YZwuLynx/PXz4b+YRsJlnGWxK+ya2adDsd6/PxgS1VP+7RrB7BfdF/JhPJfsA/4qkXHAuCd0vg+gye9kFlanUOGbfDHwvnL2Vv5nDD23epnkE0eO+XV0qQZ9XOXEaAmo+szv1E2Hnt7TPMsHdS4NS0qOnQjrVfIXFSzKpCIKg/4tyQpBePL4FyBcH/WIqeNZxsV4Four1Csstt95YR5+iXAl/HUoo0H64x46Wtn2eivkvwI4e607VkLMRcsKa36B83HKuPZWudAhdeI/73UZcBIPk+fPpPh4Qa0nrOTC+isAL2P9i/fHlImRDhdWxsv3K/McwAAHu4RJ5FtCwOJJNa23cSzx1/H1nLcN+hvTvBJkl6Vj5EKi9MFpz3leEgoF39GNPg+ZsaNzzX7f79f/Lfnuk5likLk/mzDJQEz41WVp7/4Gw7yVHLdTtE0wdyjjR2l/DUo1aYOc6jSzpOGjjZDUhFm46CfWlsT253C5LHwMDSvAqyDjQB/V7JbHSKvrLPjsax8cbwdY8fPXRpjcEaWBuv5nnuJ3UuPi+xCRS2if5QiXZIu2tv7rWZ9OBvUOaEm6zlPftTjDulavkd8ynP0nh2TX83v9kJXZoLXWExPvYnd384uu7V/4qTpBk6mLs1rXiRNcHeh8QlQh+pbbG5YX1hesZ9GvhYOPRyxOI9WY+Uieq/qLFXxgatqz8MdL5KCcf0O5BonwWTr6PKvSTMogGby6yCgfvY/XkAPIGEM3Rb1HN3ccLst1VWUGf8Pi6QSLooBgCaUZL0hzReNCN1xBfoGe4ZXcn3tdVfKZjcg76EwW2/HNh36C8JiSzZL9heXdTm23s4nV7JDC01x5Ls62STZOQu7wzX8BubwDN7pWFOpaLC8XsdU3tK7fbLkYBM6RcJUdvybJdOjd36i4vcf5ABbyPmPbytlNM4/cwFufX/4iBexf2EHv/6YRrFU3Q7+gjmWV7ST8kX+i8MNQ+/U5sQJiJgrsipXayVu6svEOSu+40Hdhrmg951Gpy2Z27O97sqAtfoIwuCsRFtPLtczf+9uuscWQOlpbQ9dvZmyEWxeqprgfr6kv/PT5nCcdSeMUOLWi9GIgXOmy9qv44X05Ny1ukwE/Gp85M/1VWKdoNOuuahw1ci1loM/npYUfnu6ed/7dHOp6VHKZZbjPR/p0Vt+0GzgXA6Fa+UeWsPeR726cu79qDq4L/1pduuyF/DKTPJsREQaWtyTVeQMmDf2Aaozm37++y/onT5LcbDDCfyGMk6aOK8Zp4kLn93FFS/7s+VRjsS/iiSj3XJJqv3SBWxi6PrEa+LhWnhb8VRTXtBx0WK6p2aWmnETfLHmpqfiHe8RK+2NYO/FP2saTMWS6N53qrDztOhCGfnI96i3NpVtPNzz2iINB0OjCTZZXoG+t4sb2bJsj1U2cN8TKkcNKANut+Y3ORXHUR3ZmQ9XMmQBbyxFDWpeBwzQ2eGbvW+gg7Opz6X1Zf689T8n/2npr6usF8rYOa7z8A7RIfKvbIx2h2anTW/mUemahUGvM2NAzw7KDgvDB48fmYRaNUixzi+I2H3JbhY8X0RDOofA48vekQyC4GzCIIb/hMcfvt2NmgPlagWUe0yG+6Bpyp6sgb8WgwAq2hGBfhTHvgH3PVXphlNRxQKzBh4pPLCYfLum3Xl2ORfa26JqtpuyQZ9Ud276UG20qWHG1od4DwYuQfR8fPR8MKrG0vGfV6B/7cTKT+eudSvyKGkGI/MyeH/vk1Sr91adon75rVnzJ3kyERZdBPEfW+qoQWDYV/b0PyLp44qhUV7ttSNpSDu5r5GhcgXEj0aYo4CSS8Zqm/jGEdA2TX2TfEDKTi1EZohCZgPron9Z0EzWpFLeJHqwMiDYaDQ+lvxDTR2XwU+aHmrSjm7edpRn2C23hhRXaErX3NHCpTM9jDUnj0DZaQCtb04dUUTZ4HlPU3ySjmKYTY54SKFWYJlIsBv941olSZUot0d424aXBQfnIGJP3nBwLEgdaWtssPXTl9V/CTLp3e1K/LfIotb2F9Sy6aYnbidhnfLEIp/I65+dorpYv4brcq++t4xfsqi2gvDfNob4SUXFenk/wzUt4L8K22fKH42OM9vx7CHl+EvrshJc95Mt0LXG7LqYb06QZKs1tnwRUXM+fP91/0UKa19YpQ4nXn3LiJGWLzmLXWfVIfGCStlDfbT5hB5pPyMkdy1SVsMUODJmx5yP1Wxg+bJOPfulMdpXQ49Af/IgAgDsxOp8ol8bfqvL0Fk34qiejrvuLbkxJJY23y5Szm5kL1Ow0MiLT1NeV68bdbWnQI8Mcy1L9tdp0Mmqhvhp/rst6ghBhZSctjgJ5YRupRPboTLxhOvNvbMLtZGo0DUO0xeWaso5tXqttLZWCXct88p+QoX/m9XZHzzr986v7NxLjE48UUOZHESzviYjkZ7lfGOvZsIuN0XHrY82PVXz9Qxkg/HPenJyLxi5GMD2oT3wJbcPw8d/fWJK8sIu9ydKWz9vtM2KVkva2mn2cHjCaM6namef3hdFfn12XhEfqBv0ODl7fI//xJZ1zJFr7+JpxrniM6HTI98jj9wYHQseNvS/zIf5b2c7upaHvA1EmU70S20rFGFt85OuFPYh6UFsqTMfJYb3oEEJ6SP1NF6RpaNe9sWRNFTTF+n0nrdX7t82XMWw1RFqrGfmdlaRlBZJLq2xDzVRZ0jyPAk6MQT0ri2KbywKgNntDdaSnctv+CEtBI3FnHLAqHSVO4kSpUt/lSCVMZRgHjz9OKIfBTbCxyEfWmK+WdVn34m50+n08upW8ES2nXeUv7n1e0kFuffjq0hLC3rSsu4SFu6j2/ltGwJZjfqo7HXNZOVVVdSfbT2Uuwrwuzn8rSiHAcWtdUI/6C2HFqVAaLTTqbXMNNd23LuuAhgv2b+zAjoP4p0R1u1mcB+M/+vhyffMao5oq/ofmEGzjsKL/pOl+7pUKPfagzBP5k4UXedlOfn0hjFPLPJWbsdgX+jYangYFJWPphHiD8fDESjbFOPDLG1FDxWfLM10RWwQETi+V+m25znMTlUxhgGB55UqlNrMULOut9yfSb6fv0YyXw0LBE3wucmdE+E7mr/shwog9d+s+wIX2Po562EOiZj//pxIj60/JvsYU8j1FkSFaf5kA+VnVZc7k6A26BAeTYL2mGvSQwdC+zkgUsHClnvkqyK/UoIHbkrQGHzb0Tm4kz/PytWELvrCs9YWVR/bfaBrkWmL0UtJ9qWf4VcBGkerLu740O6ffJIPewvf8+PKfGEFua3FdZ0AzT9u8jNh53wt43yBTcq0Wifh2QkFcprA/JOflyhUO7qy6p3DIGkL5hn2pHT8nxUs9bSkrHhTXZ6LswSb3i2kw7INDC2T7djqrC5go3fvicUspTiGbTBr0jJvEfqzFx0NdWYZehdWk9W+/guM9Od9ojbVZ37uN3pH6p232goWpaFDs1QupuX7slRgwHrb0eatDE1+Ok/04xP6+NL4x4JKQsDfL2GzjeYsZ/42yeJ918fnwTjuDd/HrV3/nHa2dGLkpGILfKyS+n/wp6S/0oAi6JGG9sWhPSbjZ9CvlCl5r1McvCdwcwy32/lzGzX8nfV3/ofw8G1GerbuO4w+M+9mFlRaQaShIyFYxk1LPkGV/AMjwJdDvsG4eG3eE0NE0kabXuD5Yv3+hdYRXNA/3smuVLmzd4mGYJI0ScpZ995clmscXaotPHdUq/MFSc0q8ZKI/GZ51ZpqnOG7yq0qIG1xCf/NfcpkJL0H7CzXm04m9vDasO1pItU8BOZ9Pbk+9k0EbgU80u+FXNBKGjEi6PM4rEoT0p5nYkOMNn632gpzXr4n0UuI29HdnxUbALYatCeRhFRpfiJpfsdrDVHi4wJOJ/xaisP6juJHajXM/tL+/PNP5Y0mV6Lt3+4s4IVBbnPjFvAevMuI6U/CGNBYjHL5x8HCw4TXA4+jVrGvvMJ3SgbDa8rNbHISnatx45xVpE2oZEE5ZkpWPVq9samoE3/pk03qPvkb4N9a8UiTqfPvQHjusNzlPpQWRrdvjnUsuXoZ3+42YgL5XlJlsubbEY/dN/YozLcl+CB34XAE9G637Umm4iS83f/Eif/xRqA73lVSfurz/HYf+H7t7XB3/YjBpKYoP5eqa7+Tf3Xv/xGMsCm4WWW6JW4ViG8z58+U84kq3K8Z4ELp19qM9hfrGvr/9/n5TC1PISHi+8vY7DohZM7LfW5qgFaQmLSgFo8LMj2Fk9bb9Rj4fTvCykf/5u9XuGH89Jf7dPef4d38JxnzvqRouWyYBZw4xfxwpX+L5f0R8SP1iYI2wibyedVRjLmTE0+zv8t43507xJdvvuGyW93aSshUdvSc/3/vo8QdvrFod20C/L8nfiitbRAjO8AjpGZwKKmiY+BZlrqgSPoulEeXdPpA8asuXa96oFin0NcSFKGakOYItXz0XYPlDJggi/U3qGeNbsMqy4cZR+etnrGwSnbyxKO51jVrMv3ziTWX6PXyjf3Mr+dxsT+KuDt/s/wo6if7sq6KWfgUZu+cW5imnvRJ6GAIPO1PUzyE8/CFC25Dk6sjtI5i9iGNohqA7d3i+iLy09XikgWIIDJVWDe8YMMK5VYtJ7nsHjErf4Dm53jMePSywpdk9s/UPp5dhXxfSN1szvcHijBN6312+dfpt0VZht2T47nD/Pr2KeADfe0/X/2KCPEP+ePBtxoLVNTvBP38hqJIp0nYrlJ4ecVIwrE4xzAEjT2sRuEHe03Pfh55ncR98Y3Drph0FiBcFlXUJWIwdPzrnie2YFeFQOIXPJv0dTj4WQmbZ8E6zI1M9yPEQ1F1ozTHQoNRWbwFBKiGx0qQot00gHsx+JUiMPRZP/MXndLF+46pWcPcodteVZDOzw+JLQEuH8tHbTxByM6MVrolUI3U0RhA0NKv9Oqh3hiMwrD7IV2Rf1lgwGQVtbebC3U2sl+Gsajd0J/3NjzJxM6v1ETziSDHNbgTXrqgJLJ4doFezMTDIVeaT05BuvoWxZoE5H5h8DWxZ2iL6NwRdGMZp+IsyqGz+Gs33ao4tIezH5RJfFA4bnRQrYXBj4aE6zwKF8sdyqpJDhN/ByguQWU7dmLoygPNLPdGuY7pxZoijWb2YOUBa+Oll5+lsZaoD7gSk4ZczRdIwSxe0TkncEb0B9Q35oR2DHGnvEbKepPjHMEfadnqL+9UvYB69ouiZjGgyRuItEb6c6qvizhv3JssYOmt46jTmM6Jk8F46l1Ljd8XTZ4t9bDTVyr6sJcrK4bfWZdkJzCgGHVs0Zm1QVF+OpLEQtKkBEX+YfzoquRcCGrqsTfjtSlB9gZBG5rvJK4nPx3d83GnMX3BGXgkBsodJvck5did88bcE+ltFys51KS7uw1xvRV9eZR5WX7xbyoT6mbNvd5ws+QtF1MXIFGzDzr/mY3YKOx7OXTMc8OukJJVkSaLkWTjj7ZhO0ieolRgqIHGicPJvWUj46gdUfxExE037eC2/rhEPo/lay8sGFVJCHN6A7cs4NDFJvkWDIOFZi0T61ZVAuxlDCCoJgrRYLbRoOVHlEDsPR8+wBD8yZH8Yh1Ak2qK0J6diX5UntWWTjcMwwZAIL+4NGrW6h1wApbkaYzu8St3+8Rep0t+7T6c8iqY8QynR+jIddkeR1N1MXO2ePbf3ziv3LM97fdn0upEo4xvXmpr9Tc9qkAX/2TNMe35lXGSowfkB95ZrnlJgRLZytYtfwonGvBhHRowvXkfw43S60N3iwg2qUY41GBgRssJmlxR7c82FYsmOI4a7IZ9f86mWLjtfriDjP01/vJBg3b+H5BGqvfzeysH+RWR6u79WLMF1ufzdHP7zMKSan/DDkRX0E7F78XtsK0U63uIc3rJr+UJnl3Lh36/wo9e7bzzkWRlT0GCUTh8m0OxwE4t1V+F6qAPeaX0KtzrOv3z3gYrFQCAy8yy1KJk3M/jsOEAD98JfaIxro0A1qwSR5B7keS99kwnwn8PHBHd2P9Jf1j2Ic5gdXAEScwZlylKJyxArjiL0kt/oBeMXTHdI63JRuVn1Hu+W9IfDQbyRg4OBqoSjqHDD1KkXabmo7FiYY1xO9sJqT5Bp50lZrrUjGy//sFZxBDi8fYSS5cWqqg/UNURLsJfMg8qBfcAI0tkh0UnPIqilkMKFFiKJhLzD6lsQAg41mp4bhPaQcXJufVlgTktCIbAx2leBJC4GX1OqUQ6wZ0t9ePa4mp/y0xD08MvD9FOZ5LKGPRhoWGn5S9NWXTshKQ/eQ9E/W6I0d87tgPGiuNDs62DD/icF63wdeKIsh0MWV3wnNsUBUZgpSs7BI/YlD0Fghyc5sBrWKPQ5pbibNVElowtaCd23bnBN2lz8jsEYowmS+ksYsy1v/PFe5dXRNk9n/IfajJT0+C0/yBukJ/J5cGTMfGNKyW/PoJbtg18PCGO1HwNfsl3a4HmSKzwDscnSkvMFln1R1a97JGYJha6KFmp2H3EkmlU4091MSCgqQ9Pq0hBuk8Mpm6Aem1uuT/QN17wH3OiDX5g0CL+oeYeH2vS7LfftjtVa9ep9VB7/C8ZoHnM1UtIL6jpQPPCLQ+nz5jDavsxkHkjbB5VIluof9UN7RjeuoxodgfSpkQdFEN0hOBlBjO3lwMWI6+g3hHOei3ehcnxgHwl5KaZbHL80f1zLeYzmJigVfXFcc5bvMVuoSZhzI0yB9DPVb259pkMS1qIN4KUF1OPWQ+drrDeiOETzELMOTWzhHPvS+WZG+uw+cmoAyaSQLBhDg0cL5YTh5sRFO9AwpIwDVYoN/Xg4TTUasAZpZygSEipPX/yq+JlED0/I7y1KXndOu/RhdmDAAkmnw5msDdtJWcYcliYzG3fYmMfkgYMHiOY/ttw7V1nTed1atDWbbD3ATLBoYZmeaSkc25bWTea/BQ8YIPm190f0S5JkdszpDe/NNw1JVoyKy8z6RBMZxTxjp1D+LmUV2oNMIvb2YCEZBRIvmeYDiEb/bLa6VrQ4vsP9uvQevM+u3Tn4dJSd/M0H7kYbRYKrM5TSUwSYlkn4VbjKXOuh62xVqEykwgaoiBIsSJ4N3uXGV1Jzd7kgqD6pSCYVVeRHMHbARf+h1//bj60A9B+nVkn2iJUo7zdXfCcumryw3ZOF7jsocB/BuXyvrNB2rcjpD1SHVquinyX3va2c0LeNUYW/39tKYS4YyhTzBTNJInbs+PjdlX0CTuSLpGih/tf8GP/0maMY87960wGB/v8y/JR/3/efXlX088m/H4ZJSyipsdoYLuFITHEzYTCNgmImaJA48jxDcMCIAw8lddpIbyN+8Bwj1SWfb6nf7yMj1p0MjpcZwJoJJnEjoMzkoibCQ7LIVltZgkBVeqB4ZBpumgcwCq3u8cK1CFd3oU4bqD6tomJQmHElJWieAqAGbZMBhipAIX/KiinehzXEH6VbTaUqoLTCBz0KQFYka3rbDfKi4/G+gpoKTYSZVQZG61kHOWAJM6hgVl9PtZGIH/JW2IJ1KKii4gvDZbhKpg1mdSZGRpgyRIQpVOxOav1JONarjoQ1pK5qamSUpKNGNbW5x6Vhmik9oeBI6G2gyVV1cSu1kLjHcOqHt2+wk/HjdhG3NB2Ly9gH2cV0AGIxmit5leB5xiEOLmqlil5r3pzX2ES3ywbT7wovK0QWa0BNxrYgZqIq+tDHOSnA1wLlwHsiylleOQxqZbIDm7oKQRVv08kH64AzpFStmrggDlRjLnDsI5X4VniylUOxFCW+VG9UaIV0WG8QDXZ5g8LI96yotJEw2ngEIiQU8FA5guh9NeuVeoskGX7dgFVSFXMY5jc7HFV11ZLSJTMhGX3jkZSRNZe4gW0givtr9DYQxkh6DhfOn9sOUM+Hy8Kibs0kWpESmNIhP1TFNJxUfJiCkh0RwV4jb06uZU0XmdEvw5XRZB6GsSzAb561gI/WNBnDETxs8l5lI4yOCD2v1OYUs5Nkc4wY8pxdGaEvd2cYS7u5AdhvLZ6osme/cFwi2156K2CeVTrzCVnKgpZjjYozQiCpHwfi6vqVbGAL6sdqTd/1vesshnl2vugufqdkEz7OHFAc6mzU59gHW35MLqA9S+TeyGmGs8cblTMEl4NobLJLX/EftiZAwlvyuIzRMZNAiGRKYTnS66OXXqUVDcFvOFiqEhr68sjiFk77LApl0iS3eM60cH+p0SYfhVkJ5Yma+oaOHsT+aQYXcYt/ueggkBSg2njRixwYqjGWzDYJXVVQcUNOVnTkBP2+G3b/1TEEETsD3uam3qpV8SD1w8KEQsq7D0iHixRGDrMKZzSEk2ILljTNB3eGR2pqNmuYJvkQSlCBw39ZvTcINM1P5wWRpnf5VgakdgNTsYyp9bWBAE7qEKh+4vvmdFmR1kghJJkFbLFTNVoA4jerK98QhH24tFGA+9mj777Ot9beW7ydn/hGEftH48pboYrc/+q8ClicQpniWpxhdg/tfIX/KUmsYBl/WYRWpZFjMiVLd6UHZcC47RwB5WCeOLMSGqTdfiuQHBmkkiEdgqlVAS9B4ugInfjHP9WjKMBmTuXQdmUwDmGK+rN9SJrn0kYDWIfRg/4TKIf+F15Y8lYkWjQ3s7d6ee7RGJb2LMDxRhBy3Pj+jQT3fSkzqpmetLx6UQ0lDsoAQluRg+O3hj+hubujb+agnhAW+Oc5eQAYweP9WscpSARUj4PlAkm13xs7wTsbWTSmSJGsQLjkq/0Tg4rzQL/DrKyIuYvd5bTJsza4T3aEqsPdyh197LEXwPNvxagp0d4W1ZW6r8tyVGgNjZcwGUb5rE41UEwx3L9nZwexoj6lGRm0ILwfcBz5x31tdyNI8S0HJ6UvI1nF83+v5ebqfoyUokQd0oBn1XSykizXQdmQ2KIqkdJzngVvIBxdh9Ff6kKnClesMKka6apYoH3eoIqOSrsYRUGJxN+aGmNTFoDS32IAxtF0OnMjwByX9HcKn78nEj+m8SFoUfE9PAOyMIumRGeGCXC1fWB9Sqpb/TqwGYF3nEGoBjqvqNtIheqxaafsaXAUOUIwjfNeNLgoERQOKCZADaVa07dR8wbp7kbGzPCkQhYuCEsiLhUV8Yc8hXH3u6523W4YN6xOZt5T4VGtnLOfZHSFgulbtha0LOmw4xE0lsGZ9qkaAZAohmLNCnr8O8s2Yte0QTCVhEBw9fOcqnlPx8JShkSKWp0BxRiKZgw63ieooJBLPn88REcTOS5I9YqZ/1Qu9SvBA/cqim4ig0dfOyQ4rOWQrEpw9q9pjnWuK9+loEZKVDjk8S0xAaCvSLkV4DidNxM5VeuFqoz8yBnnTYeSdSG82WJLPkT+UwiANM4xWOiYaPYETkrcMOiHXbrdTtIkLcBU0RHm9YU4kh5AdVoaOTI/jmJuA88EQwD2yVIj6RYBzNf3RtGmtz4kAjYhEoUENWjUyD4H+yx4Qx6M6KTfi8ukL4/o0FKBMVqQgRjKIw1micXYqDtw3ozB+6C8I1E8bYTUb+3EIX9UlOFsEMVedRwPpUYPkJLPA6IAMhlAXvmCZ/SCqyF4EvE0ZHMVgLjCKNzf6LzOcx8476KMIZBZpCb5E2E66iiPEs4oGYzGfQY/2ynOZvANTnDewLFPky62DG2Flp8Kkg2TciYrkaA3PKyl7jTSZAA5nsu/ht5CWqWxBTAUx2DmZ/klDjaygCkfRHKBH3PPqps4HwwQMHjWug1gW+1b/OHV41CvlMs2VpdZphBsbk5jWzHlpE41xfVozhcTGYtmhM4tZatrGaFArLVdMLNZDiqcVNYM1QIu3lREKEwPkx1qxrfqxzZU2XU0hxrYQFRmyWVniQKmy+bs4Y8+mWuqPbOMrRn7P/Pk6r6/Fu/TXgPwaVEoSfahF6Qhlgr7e9GaKrPMM71TphiScobDjcTnUWXHnYi6OSjfZfWAATr3g2l1EPbIdNLgETWIW1EwG8wOwB+4fby9jQOVSiYDb6SgW1NCYjyOIo0WYmVqccqgJo1I84+DMqehJhmkA+yh5JH2gJnK+jQPapulhucLoIfX2NM0dfKQNymYnRnX37R8lGZ/7VOz5aeCQRGagRpVMreA4URdichU7Uw0J5QimIuCqoNHAwTmyzPG8iGlgAnhqZCDaLVmW6sTf5Em0pt2IVUnq2ohLAY+dPiMWn0a1hJLbT3nG9hFl100bXitRJo0DVGodTgNJ4jAEXI0yD1jIKmG9ZnQOAzBAyErx3hccn1ch5XAQjGBu6NBFZAXkWgWuPAEM0ItX0mp5w+P5sqsyGrF4VqGkFXLdCChcU8qkiGe38LAeqMmWLGoUp+aBgXueHLqwDTiF1OHwxFGBi5sxnYHQyFPlgZsXBPrxrwlCPQRAAGReMF1KgF73AQ5ScAEPA0cqbLoswFIRwOxwnkDyLU/pKQBOvohojF30jq9gD3Ka276a9aEVSU7QY515QqATD6GPNuvTa9Vu0cGQW8x3hhZ/3L+uAH48j87cgP6fxv2mkwJaJZ0fLYsYv5//qs7hME83sI3paF5jpKlG/qhFSfMUK4NuxRLQ5ELPItkyUL1opskLpWMJR7zBiB79CE4NS2Jw0ZRb8DWiMpmqf5u7tBYAGS+Mfbh5b6M6jCCYzZWKJ4oxYU8ZsqmxDHtTxsZRrC4B4pKl+H1E7Na3qAGgx+pI3HAZ7WKTgxhlWC1GQLTVGWgFRyvqCfYeAsxyRh1LHiaIOInCVP9sABGfDaKJDtL1QanZAsOQFAxUFSVF2UpDl6Z0RhpRrZEVRRKibDGSGrtHs3lMTw3PAqRNGjWK5dqUIrA3WljZQyDHS2zBE7CmKHB8IZDqo6QXQGq+h4uQMdxOcjrulmRmWCtE6NOM8lHuNAmFFCT9PYKoZyc3uGmmsgc5obv1PxYo5bEZ2cGCCLZZTgshVI8E9ghg+0OpQLuMBzYdDoAnFV0T1D0iRAD5vHWf/cp7G8JxOfkOvfzOuGw8x9TkkSNYhKLEnTYLC1SEhyiMDqs2Okx4KygV2vIIU+DhESq87h1dLlReMyiq31gHcajmEJzAdpomDJ1xMDcbo929YeuaMxgNGaTGKNZPqeY1RVDomeGtGn+r2ijgFQo5KSvTVFgiJJmW4rYMA98Zd/g7sYhSqCQ4VgmUl16GJnID7dcZUF25A42How3H7UiGfzH+BhiOGiTR0RcHg5SG5n5L2Ueb7BX+nksgP+7+nhXgwnXufiYcesMXAGW63Vyt515NDkxvPkGvJ3iK2w8xtfMozIGMDn2iLyqF0IeDAbctFEKqCXH2+Oeba1xREhNZYHxmGuRqAxesDKplnDddElpoRwwUvNNn6+lL8uLGMRcaRIUt1CHVygt7JHDRkMma+pHbFwSXz+6eMNCJjaqJtf+auLmRQKkRFvGR3NCj/EnxVrG1UarvdDYFSgiENzUZgPJ9Vmr5C6c+UzmDRiFoh/Awj51hBv8veyhCziDK/QQsPteDjBHCbTQ0kB5BB83RRUseaAKEpx5CIHSvcA9VozS1Xa0mkujhazEvLeoK9rwWUMKWr+hi3mAdbBby3mkqdLc4fmb6epB9veFwWR7LuhBjMgLjA2JLJbMzEn01VtNMdHqSFU2KKqvw0SApkxAC1Su1LDz7K+S+7DWvCTlktgkgl6q9G7Uj3gz8q+6DTUROexHagqIXOy8lwAQGuIgzJIglEYiZcocGAjkd/VnQGLlkxHiI9pDxsBk6VU0F5gt4+d6g6MczM+TSJ6ZQ/MIZjOc2PpLjEAhD7keCaoMDNopU/iNg5U1phTiO+D9BVnAaWdljMDsl2b/VKpXxrrrmfNf05/SNtA3AMmwIesMIzEz75RttkCa792CzjG6Zrk+OnCHt+YrBwFEDkGlOeiDnVZF/jWG3Jq03nxAFV7QJrTeJBTiFsJYh41miNcohlsniA43jBt3rP4omsiqVrV7yR77EN6pUhtJnCT+NK5uLovxRK8CsDfZWMxuKnaaM+BwE8588Awnh0kyvz/oXmr60Z7PeRbm/nM65NaQi7IxhgD/CRUxL5GWOSmVj5KAnYWrRJ6FguOBLgbv/JjNYFPvsW3gAcQtJJofPnBdozqwaPosLpUaEsa4DxN7h2UIjhiXuikyirB4AexH1PAbB9OczrgQ2fdmxHsKxbOr3hqquAQHJ1ajKLINysaxkTvP0R83RHB9cKbkMbFiQDI9SVpHy5E8zMqfK+qkDUBETFEu7bfu3yZ+XYcpXVyJcm10Ddk4uIhyv4pRQ578FfyyEvQyoA/yYPPnKRtKq0ofSLgisbRZFOeksCULrp7lllfapHApwFxFUhM8qt0gVRxT15lYO0JpKSbDKg9KofadFyRnKbT4dYNqSVra5IpSjPjJOm4dJyH1LSueVqhhYJRqJhviAG0Jkrm4vBSBKMQegJScJX2kx1Uc3nuyChBVb2XEUU4P03Z40JekWtSBNxVYWn6iDZfaAB1Oa3587iokGElb6kOB+zDKLs2YKKXlHo4FIlLKKJZh3y5kJFgKJlA1lS4l2gF+a5uRtIuQy0R/hc+wEOPzBuqKpZgjgkrQGHWZiFEjPHquuiZaRLezNKHyR019frGnSwZhEICa/p3N95Feq8ACuwY5244wEAHLq8LJf7imztnOMosvgCNnTp11A91hgMEevZF7aEYE9PmTCY/PKZQSfXanNDHmA0xukrIqQDKM/lVvvQZprKG3DjDE1IHqANMpvJrUrmnhpvsYwzXIP8liXY9XaQ1VOh/FRpGlOLGgIStCqgsXfJrNFMYTBzNpyFTFNWVqCVArGq0ZFTlPMC5gSSMbaH3NwkVzjukNFkmzuhe4KUyU9XbG4CSGdODxmlkdq2RJKDiFatRCUr23KMIeWQ8QA80oJj5bEUZFNjDavXJKStq6QaPtYsAW7tn7yy63T5tKMkrGjw5wH93AVK6oTiJH51StzpARgzZ2D0BqBRidmkJtLzUiqWSK2mgMwjYpkJHDLU+bQUWISIk4OX+YejGehaSEYFi4g6pIuZi44kRdgXoP1GAwQuBINMi5NHnIS9yaLJ8bV8GJXPkCnziB9uEKqVpyD01bpufUC4Mcoh8AyKYzHfckyG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