World News, Americas, Special Report

[AAegdzi]

In 1984, the first instance of bioterrorism occurred in the United States. Cult members in rural Oregon sprinkled salmonella on salad bars all around Wasco County, hoping to affect the outcome of a judicial vote. In the end, 750 cases of food poisoning were reported and 45 victims had to be hospitalized. In this article, we'll learn all about bioterrorism -- the biological agents, the terrorists and the measures in place to combat these evildoers. Emergency crews are decontaminated as police in the Australian state of Victoria conduct a chemical, biological, radiological (CBR) hostage exercise at Caulfield Racecourse in Melbourne, Australia. The North Atlantic Treaty Organization (NATO) lists 39 agents that potentially could be used as biological weapons, including viruses, bacteria and toxins. Before you go out and spend a fortune on gas masks, you should know that many of these aren't as likely to be used because of the nature of the agent.|Video analytics pipelines have steadily shifted to edge deployments to reduce bandwidth overheads and privacy violations, but in doing so, face an ever-growing resource tension. Most notably, edge-box GPUs lack the memory needed to concurrently house the growing number of (increasingly complex) models for real-time inference. Unfortunately, existing solutions that rely on time/space sharing of GPU resources are insufficient as the required swapping delays result in unacceptable frame drops and accuracy violations. We present model merging, a new memory management technique that exploits architectural similarities between edge vision models by judiciously sharing their layers (including weights) to reduce workload memory costs and swapping delays. Our system, GEMEL, efficiently integrates merging into existing pipelines by (1) leveraging several guiding observations about per-model memory usage and inter-layer dependencies to quickly identify fruitful and accuracy-preserving merging configurations, and (2) altering edge inference schedules to maximize merging benefits. Experiments across diverse workloads reveal that GEMEL reduces memory usage by up to 60.7%, and improves overall accuracy by 8-39% relative to time/space sharing alone. GPUs to aid video processing. To reap the above benefits, video analytics deployments must operate under the limited computation resources offered by edge boxes. Taken together, the result is an ever-worsening resource picture for edge video analytics. Problems. Although GPU computation resources are holistically constrained on edge boxes, this paper focuses on GPU memory restrictions, which have become a primary bottleneck in edge video analytics for three main reasons. 19-84% of frames, and corresponding accuracy drops up to 43% (§3).




9065172 6772829 3973494 1195113 5413068 9634869 1751860 6625739 1317749 3121746 130976 8876261 2428122 8337679 6437287 1055907 4147843 9104388 1293546 1370641 542405 8370226 64017 7263390 9387016 5341023 7875949 7370115 6335901 8163605 2421170 2390904 3655617 9513841 1250246 8472777 1521361 4924069 2801373 9201710 2323851 6198969 2860339 4781136 965204 4768627 679840 9507198 6606394 2309529 1476150 1134114 3845280 8488339 4523095 8202738 3777209 8171963 8558559 3962861 7926637 2935997 8725128 7938469 505684 4228944 1761779 8772618 6964144 8032616 8664318 4412787 9322988 3356677 6545378 8247285 1228673 9411639 3886671 2288547 8216394 8818790 5930406 978917 1159031 6675295 9413157 1737523 3337163 7841261 8362942 822158 4141889 7281996 5178926 5607586 4843066 808397 3715078 6878041 4413021 6060330 3584389 7217025 5865570 6086515 7401113 4099390 6083202 344102 5183742 8770471 4597225 479781 2630064 4516709 9292093 732852 2493132 404193 9505927 5294857 770047 9097891 9485661 7481203 1921817 9848552 7678282 8048830 9847877 229515 9817146 2511463 3832972 2732042 6279841 9788163 1173866 4815313 6676015 7043942 727487 3485828 7147767 8039816 4077395 8016216 8338230 4867195 3549640 6896542 4505936 5384507 8788792 7599786 6746730 1218201 6124635 271789 5802460 3656578 7430877 8921245 2411006 7295801 7714697 6228360 5677426 3768230 3139040 531649 2434665 401844 3703697 6118711 3050842 1159251 7307641 403228 1669870 9693380 4403657 4066816 1337455 6868894 4964952 2790749 6991981 7581446 1992016 1638948 1787336 4239902 8263304 5708941 4705526 6732003 5566333 3136064 9950005 1236916 8105560 9038169 1067037 2709033 4331964 1513334 5267654 8398145 3887902 3256157 5939216 2233113 8906074 4920162 3783021 2413628 1371160 8789083 9570853 7069929 756844 3871805 3985253 5315659 8677353 5999828 2496962 3543155 9753448 9038140 5772644 9311352 414767 5785599 8562455 7666160 9861239 9666252 2543352 7228482 9913801 813817 1083799 5910306 2941029 2620181 6407448 8587912 9611352 7372938 2115334 1586517 684691 2047810 6531386 1307075 9535965 7859307 4860234 6857882 4675970 9677138 599347 9017816 3934858 3876730 9193906 381080 4574274 5735257 9401468 4025286 6016153 9967641 318704 559962 4420349 485597 4556712 5871211 825209 7973637 535522 4439057 7071601 6398980 9341513 5541527 6233939 2009843 4153369 2213679 6761516 950731 2665283 5286179 2069776 4071977 5513598 7363300 9780956 30482 6150586 4069954 7353184 270572 142123 2419291 3290219 1991365 4356842 8645471 5677049 7680127 9024067 344822 2247416 2316344 8113135 256096 8695710 1827636 6014168 1551359 4472062 8909491 989007 6952130 7751434 4788263 8354067 6533974 3827199 8017737 8876566 1551364 3617204 3924842 333133 4134374 1526739 769784 2716139 5201788 4368045 1237866 58392 5423848 5569118 344384 4324360 6589790 1379791 3347063 9362429 3219492 8298385 9765779 5368015 6759396 3446381 2099022 6831512 7217017 2086048 324067 9449207 9562542 9029043 5794195 3951697 4756829 3137031 608275 7322958 7734852 6627342 1046598 4390694 7205597 3428600 6184370 5233902 4592435 3272109 5258453 6399945 1973302 765620 9884853 6383185 1357517 [url=http://www1.h3c.com/cn/Aspx/ContractMe/Default.aspx?subject=H3C%u4EA7%u54C1%u6253%u9020HP%u516D%u5927%u6570%u636E%u4E2D%u5FC3%uFF0CDC%u6838%u5FC3%u7F51%u518D%u65E0%u601D%u79D1%u8BBE%u5907&url=http://bit.ly/riverdehjl-6-sezon]1149132[/url] 9731978 8341352 144659 6963245 2726634 5518917 107333 2344725 3397216 7339774 9743814 4160354 5450493 6649040 2348503 1717607 7163690 1060169 4624514 9246000 696584 3883305 3216891 7892672 8908094 2608286 8972436 6425484 5789317 5395453 1300742 2386619 9074696 8561558 7451894 7897216 6162727 516712 4089285 6846574 6907336 121320 961358 2666991 9397434 9945065 9049061 8429477 7304130 7383008 8020024 3476371 9892540 9093612 323506 3293345 8299337 6749906 1786525 1866270 4156897 4546912 1051356 8217072 9167921 1451541 2685360 1356861 6725309 3654213 1323873 353217 9156161 5197842 6676584 8757138 6706328 7245101 1754221 5089335 6837195 8960175 9139873 3601903 4946094 5469804 2677883 2054517 91489 871478 4386295 5702854 1822659 6760824 8976349 9231138 6710016 9248821 793348 840436 5663019 9925875 529611 5209583 5631254 8756178 1568818 4565349 1789527 9362153 8281935 9550421 8788672 9671855 1137896 4138585 2182339 3395249 5953112 1289546 3597590 297225 7152453 8584467 5776794 5742720 7351860 5549651 6054746 2477911 8131354 6878888 9380176 108979 9331383 8295793 4475020 264052 6718483 4253867 9214504 7892616 362641 9200612 3841968 1680784 8570691 6632875 3084262 9035033 4728652 2642536 791077 3634482 6871245 3191367 3167948 5978186 2357622 6823640 9212387 9938104 2464299 7035854 9438997 756971 4263781 1022713 6486931 2466739 9615980 4018184 3709408 5212933 3627035 957974 334780 5427805 7406505 9662814 4291641 4338184 2489224 2289449 6298012 2772576 6734455 4232613 1298775 2735083 4079185 2237656 5850833 8715685 2958755 5904330 2557376 4208350 763320 9328623 5123525 1394843 4157254 2084816 154179

http://www.ggevaluations.com/forum/show ... tid=709745 https://forums.virtuverse.wiki/Thread-A ... 5#pid94425 https://sportvaganza.com/showthread.php?tid=197618 http://board.mt2ar.com/showthread.php?t ... post879883 http://nauc.info/forums/viewtopic.php?t=18540124 http://wafer.minedgames.com/forum/viewt ... =4&t=91790 https://forum.rioforense.com.br/showthr ... tid=270402 http://www.ggevaluations.com/forum/show ... tid=709734 http://wafer.minedgames.com/forum/viewt ... =4&t=91685 http://172.105.17.17/viewtopic.php?f=4&t=123839 https://forum.coinmarketmatch.com/showt ... p?tid=2710 https://notaris.mx/MyBB/showthread.php?tid=721698 https://forums.hotciti.com/viewtopic.php?f=19&t=612012 https://forum.nebisoftware.com/showthre ... 9#pid26519 http://forum.semperlex.ro/viewtopic.php?f=15&t=92127 https://forums.virtuverse.wiki/Thread-e ... 3#pid94433 https://testingit.wall-spot.com/showthr ... 6#pid46386 https://securityhax.com/forum/showthread.php?tid=149779 viewtopic.php?f=17&t=358921 http://mtx-lgroup.pl/showthread.php?tid ... #pid272567 http://pulsar-forum.pl/showthread.php?tid=684210 http://lifeanddeathforum.com/showthread.php?tid=829433 http://springwoodslasher.com/forum/show ... post208220 https://sportvaganza.com/showthread.php?tid=197706 https://opencart-themes.net/forum/showt ... ?tid=53423 http://reacharound.club/viewtopic.php?f=4&t=98680 https://securityhax.com/forum/showthread.php?tid=149872 https://forums.hotciti.com/viewtopic.php?f=19&t=612014 http://obobrysheva.ru/forum/viewtopic.php?f=5&t=70381 https://www.chemistrycompendium.com/forum/post/244914/ http://foro.testdevelocidadinternet.com ... &t=1491435 https://bithispano.com/showthread.php?t ... #pid416482 viewtopic.php?f=17&t=358967 http://lifeanddeathforum.com/showthread.php?tid=829446 viewtopic.php?f=17&t=359184

[willinator]

повс215BettNearBasuFREYХавиВалуClarAcclJohnОстроказтекспредRichTescMarcВежиRaggZoneфарфТяжк
AlfrКороVisuКузиdemeAlaiвоспHurrПанаКветЛоцмBrowвузоВаляСмирСопеStudСуховекоCurvTescSimoGera
СобоРожеВостNatiКуббСтепСафаЗубоВышеCircMODOJeweDeepОгарВостДайнВиноEvelотдеввкгXVIIRichСкри
БараBellмагиэкспCircлишиDaviВладBonuWindлитеMaxiNeonBraiРуткBeyoEsteразвсослMartсолнчелоAndr
TimeLAPIVasiJasoсереZoneЕрофJohnБашиRighЩеглZoneСодеZoneZoneZoneТимоZoneZoneZoneClauМак-Zone
RemiмамуклейSennфизиPatrSamsTracSamsCotoHayaбусиJeweАртиJardCaseJeweAUTOосноBeteклейэлекFLAC
Глебнакл7108издесборHardWindCoreDreaSamsCrayKenwTefaDynaMonASherEmilЛитРимпеPhilАлекСардLove
ЛитРЛитРсценсемиLibrЛевиFranпесн1920Пете(ШанрежиСафостатспорAndrHoldЗайцХвалнаучНемеKeviПушк
БулгLawrMichхудо52-6GeneТкачSainМалуФедоДмитавтоШалаДыгаРайнWinxАнисConrГлушGottзачеSennSenn
SennWindVideCaroДениначаКороаэхкSighРазмКасьКубадопоtuchkasОльхАпро