https://pinboard.in/u:Vaguery/public/ recent bookmarks from Vaguery 2021-11-28T15:52:37+00:00 https://arxiv.org/abs/2011.11695 Vaguery machine-learning distributed-processing rather-interesting algorithms computational-complexity sustainability optimization to-understand software-development-is-not-programming https://pinboard.in/ https://pinboard.in/u:Vaguery/b:8ed145e5333b/ 2020-07-13T13:32:58+00:00 https://arxiv.org/abs/1908.09791 Vaguery1019) that can fit different hardware platforms and latency constraints while maintaining the same level of accuracy as training independently. On diverse edge devices, OFA consistently outperforms state-of-the-art (SOTA) NAS methods (up to 4.0% ImageNet top1 accuracy improvement over MobileNetV3, or same accuracy but 1.5x faster than MobileNetV3, 2.6x faster than EfficientNet w.r.t measured latency) while reducing many orders of magnitude GPU hours and CO2 emission. In particular, OFA achieves a new SOTA 80.0% ImageNet top-1 accuracy under the mobile setting (<600M MACs). OFA is the winning solution for the 3rd Low Power Computer Vision Challenge (LPCVC), DSP classification track and the 4th LPCVC, both classification track and detection track. Code and 50 pre-trained models (for many devices & many latency constraints) are released at this https URL. ]]> machine-learning generalization sustainability rather-interesting to-write-about to-do consider:genetic-programming consider:once-and-for-all-GP transfer-learning approximation consider:performance-measures https://pinboard.in/ https://pinboard.in/u:Vaguery/b:fa59c5daa6a0/ 2015-04-19T11:56:15+00:00 http://thearchdruidreport.blogspot.com/2015/04/the-retro-future.html Vaguery collapse futurism politics political-economy sustainability oh-well https://pinboard.in/ https://pinboard.in/u:Vaguery/b:5c9bb8b9878a/ 2014-08-19T22:48:37+00:00 http://chris.beams.io/posts/pinboard/ Vaguery worklife startup-culture-must-die business-model sustainability freelance via:mitten https://pinboard.in/ https://pinboard.in/u:Vaguery/b:a262f255abf1/ 2012-09-18T19:32:03+00:00 http://www.zerohedge.com/news/guest-post-are-you-seeing-what-im-seeing Vaguery financial-crisis war-in-our-time-alas consumerism sustainability this-ain't-disintermediation https://pinboard.in/ https://pinboard.in/u:Vaguery/b:53417e658590/ 2012-08-16T14:03:41+00:00 http://www.ginandtacos.com/2012/08/16/data-dump/ Vaguery public-policy American-cultural-assumptions listen-to-this-dear sustainability https://pinboard.in/ https://pinboard.in/u:Vaguery/b:995f0b8a46b8/ 2012-08-01T19:13:39+00:00 http://www.resilientcommunities.com/the-humble-origins-of-the-next-global-economy/ Vaguery resilience sustainability communities-of-practice makers https://pinboard.in/ https://pinboard.in/u:Vaguery/b:9f5086f46172/ 2012-04-26T19:19:21+00:00 http://www.core77.com/blog/sustainable_design/altaeros_energies_releases_demo_video_of_their_flying_wind_turbine_22319.asp Vaguery wind-power prototype engineering-design sustainability energy https://pinboard.in/ https://pinboard.in/u:Vaguery/b:4fb0889a7885/ 2012-04-03T10:17:02+00:00 http://www.paulshepheard.com/words/211/dont-hold-your-breath Vaguery paul-shepheard sustainability criticism how-to-rite-gud https://pinboard.in/ https://pinboard.in/u:Vaguery/b:a33b5603edbb/ 2012-03-28T12:36:47+00:00 http://www.ribbonfarm.com/2012/03/22/can-hydras-eat-unknown-unknowns-for-lunch/ Vaguery sustainability adaptation social-dynamics simple-models illegibility-a-la-scott https://pinboard.in/ https://pinboard.in/u:Vaguery/b:979b7717d3b0/ 2011-06-05T14:49:48+00:00 http://blogs.law.harvard.edu/philg/2011/06/01/u-s-house-buyers-are-factoring-in-the-risk-of-a-city-or-state-declining/ Vaguery economics housing-bubble recovery suburbanism sustainability city-planning experiment https://pinboard.in/ https://pinboard.in/u:Vaguery/b:a98afd3d7489/ 2011-05-22T12:38:12+00:00 http://crookedtimber.org/2011/05/16/reasons-to-be-cheerful-part-i/ Vaguery peak-everything economics energy sustainability cultural-dynamics https://pinboard.in/ https://pinboard.in/u:Vaguery/b:7f5a3ced6809/ 2011-05-22T12:08:11+00:00 http://www.dark-mountain.net/wordpress/2011/04/02/the-quants-and-the-poets/ Vaguery politics pragmatism-it-ain't Green-movement sustainability schism activism https://pinboard.in/ https://pinboard.in/u:Vaguery/b:8ff38eddcf38/ 2011-05-15T12:57:13+00:00 http://www.tor.com/blogs/2011/05/how-gaimans-q8in8q-is-exciting-the-sff-community?utm_source=Feedburner%3A+Frontpage+Partial+RSS+Feed&utm_medium=feed&utm_campaign=Feed%3A+Torcom%2FFrontpage_Partial+%28Tor.com+Frontpage+Partial+-+Blog+and+Stories%29 Vaguery collaboration creative-commons sustainability creativity mashup video skiffy https://pinboard.in/ https://pinboard.in/u:Vaguery/b:271e05951b8f/ 2011-05-14T14:29:11+00:00 http://piracy.ssrc.org/overinstaller-awareness-day/ Vaguery intellectual-property MSM copyright piracy corporatism sustainability disintermediation-in-action https://pinboard.in/ https://pinboard.in/u:Vaguery/b:ca26802a8b02/ 2011-04-17T14:31:30+00:00 http://blog.wilshipley.com/2011/04/success-and-farming-vs-mining.html Vaguery entrepreneurship entrepreneurship-as-pathology cultural-assumptions business-culture capital_types-of project-management sustainability https://pinboard.in/u:Vaguery/b:f4b3bc033f93/ 2010-04-04T11:33:51+00:00 http://www.interfluidity.com/v2/716.html Vaguery financial-crisis public-policy regulation accounting banking derivatives models sustainability https://pinboard.in/u:Vaguery/b:5522fff1340f/ 2010-03-07T22:34:38+00:00 http://www.skorks.com/2010/02/did-your-boss-thank-you-for-coding-yourself-to-death/ Vaguery sustainability sustainable-pace agility business-culture software-development-vs-programming https://pinboard.in/u:Vaguery/b:97aa8cdad110/ 2010-01-11T21:52:06+00:00 http://www.prospect.org/cs/articles?article=the_ruse_of_the_creative_class Vaguery Richard-Florida creative-class fads-and-fallacies city-planning economics economic-development-will-destroy-the-city creativity sustainability urbanism boosterism gentrification https://pinboard.in/u:Vaguery/b:71b4b85f60cc/ 2009-09-16T23:29:27+00:00 http://www.core77.com/blog/news/2009_open_architecture_challenge_awards_14572.asp Vaguery architecture design openness competition award-winning sustainability https://pinboard.in/u:Vaguery/b:d82eecaf9f56/ 2009-09-01T12:01:17+00:00 http://blogs.harvardbusiness.org/hbr/hbr-now/2009/08/a-new-approach-to-economics.html Vaguery economics collaboration gift-economy corporatism business-culture sustainability https://pinboard.in/u:Vaguery/b:8298192e0fea/ 2009-08-16T17:05:36+00:00 http://www.edge.org/3rd_culture/benkler09/benkler09_index.html Vaguery panarchy economics collaboration intellectual-property disintermediation-targets disintermediation-in-action publishing business philosophy sustainability activism networks behavior rationality https://pinboard.in/u:Vaguery/b:f06f74c8597a/ 2009-07-28T13:50:46+00:00 http://transmaterial.net/ Vaguery materials architecture industrial-design design building innovation sustainability construction hardware sustainable https://pinboard.in/u:Vaguery/b:50fb22237573/ 2009-06-25T11:22:38+00:00 http://paul.kedrosky.com/archives/2009/06/three_oilenergy.html Vaguery oil peak-oil sustainability public-policy economics war more-war future https://pinboard.in/u:Vaguery/b:6a05c4f01cbf/ 2009-06-25T10:47:03+00:00 http://www.onthecommons.org/content.php?id=2462 Vaguery commons economics public-policy law sustainability books essays philosophy social-norms Workantile https://pinboard.in/u:Vaguery/b:cc085923c98e/ 2009-04-10T10:42:59+00:00 http://www.design21sdn.com/challenges/15 Vaguery industrial-design competition sustainability design wood plywood CNC https://pinboard.in/u:Vaguery/b:371dcd813de4/ 2009-04-07T11:43:59+00:00 http://www.garyjones.org/mt/archives/001127.html Vaguery agriculture soil sustainability amateurism science inquiry experiment open-access crowdsourcing https://pinboard.in/u:Vaguery/b:a85ef3dae255/ 2009-03-21T14:16:44+00:00 http://www.eurekalert.org/pub_releases/2009-03/w-aqo032009.php Vaguery soil land agriculture sustainability measurement farming global economics https://pinboard.in/u:Vaguery/b:a7a2f0cc578b/ 2009-03-06T20:23:33+00:00 http://www.worldchanging.com/archives/009494.html Vaguery collaboration communication community sustainability organization technology worldchanging self-organization https://pinboard.in/u:Vaguery/b:27e7c48bfbf0/ 2009-03-05T12:44:46+00:00 http://www.worldchanging.com/archives/007800.html Vaguery cars city-planning bright-green sustainability development transportation worldchanging parking https://pinboard.in/u:Vaguery/b:c6da0a2794d9/ 2009-02-27T00:19:03+00:00 http://www.networkweaving.com/blog/2009/02/providing-support-for-learningpolicy.html Vaguery philanthropy social-networks institutional-design sustainability social-engineering https://pinboard.in/u:Vaguery/b:d0d994f8c4af/ 2009-01-03T22:00:40+00:00 http://seekingalpha.com/article/112982-environmentalism-may-face-major-setback-in-2009?source=feed Vaguery sustainability economics behavioral-finance marginal-economics politics activism global-warming prediction social-norms https://pinboard.in/u:Vaguery/b:5d8e54e07815/ 2009-01-03T20:49:49+00:00 http://www.nbm.org/exhibitions-collections/exhibitions/green-community/green-community.html Vaguery sustainability green building energy-efficiency museum exhibition https://pinboard.in/u:Vaguery/b:e5c4889962ef/ 2008-12-31T12:58:03+00:00 http://www.worldchanging.com/archives/009257.html Vaguery dystopia futurism cliché sustainability lifestyle prediction pessimism assumptions https://pinboard.in/u:Vaguery/b:35986161c492/ 2008-12-15T13:10:21+00:00 http://blog.jonudell.net/2008/12/11/a-recipe-for-industrial-transformation/ Vaguery government manufacturing energy sustainability public-policy economy planning climate https://pinboard.in/u:Vaguery/b:5a4ae6f95c38/ 2008-12-09T12:18:13+00:00 http://www.worldchanging.com/archives/009146.html Vaguery transportation Dutch public-policy sustainability pricing driving commons Europe https://pinboard.in/u:Vaguery/b:e06e8cf27a15/ 2008-11-28T21:44:27+00:00 http://features.csmonitor.com/environment/2008/09/11/communities-plan-for-a-low-energy-future/ Vaguery via:hrheingold transitional communities localism Ann-Arbor sustainability consider-it https://pinboard.in/u:Vaguery/b:1be23b584caa/ 2008-11-12T12:31:22+00:00 http://www.worldchanging.com/archives/009021.html Vaguerylocalism sustainability politics activism video examples gardening landmarks Victory-Garden https://pinboard.in/u:Vaguery/b:43ad568052b9/ 2008-11-11T10:32:45+00:00 http://wondermark.com/460/ Vaguerycultural-norms comix sustainability affectation https://pinboard.in/u:Vaguery/b:6a0cc3571fe2/ 2008-11-10T13:10:13+00:00 http://seekingalpha.com/article/105016-first-solar-and-solarfun-may-defy-short-term-weakness-in-solar-sector?source=feed Vaguery solar power investment stocks manufacturing sustainability energy-generation https://pinboard.in/u:Vaguery/b:ffb5bc268eb6/ 2008-10-29T23:52:07+00:00 http://www.ted.com/index.php/talks/jared_diamond_on_why_societies_collapse.html VagueryJared-Diamond collapse sociology history video lecture sustainability inspiration https://pinboard.in/u:Vaguery/b:46106578bcf2/ 2008-10-19T12:30:47+00:00 http://munnecke.com/blog/?p=299 Vagueryvia:tsuomela resiliency local community sustainability communitarianism social-engineering cultural-norms advice https://pinboard.in/u:Vaguery/b:c344c5cf10e3/ 2008-10-12T13:20:58+00:00 http://www.stoweboyd.com/ground/2008/10/al-gore-takes-t.html VagueryBushism Patriot-Act public-policy protest protest-is-terrorism activism sustainability Al-Gore https://pinboard.in/u:Vaguery/b:adea8dc6d3ca/ 2008-10-11T14:43:05+00:00 http://www.greenoakgolfcarts.com/Pages/green%20oak%20golf%20carts.htm Vaguerysprawlette local electric sustainability gardening gadgets https://pinboard.in/u:Vaguery/b:f45b060ee0cd/ 2008-09-25T11:52:52+00:00 http://mrw.interscience.wiley.com/emrw/9780471729259/cp/cpmc/article/mc01g01/current/abstract Vagueryopen-access sustainability water health purification biofilter DIY https://pinboard.in/u:Vaguery/b:80ec1024c503/ 2008-09-20T20:33:01+00:00 http://www.strawbalestudio.org/ Vaguerylocal Michigan straw-bale architecture cob crowdsourcing sustainability design design-patterns artisanal https://pinboard.in/u:Vaguery/b:640a23c5f85d/ 2008-09-20T20:31:42+00:00 http://strawbale.pbwiki.com/Kensington+Kids+Cottage Vaguerylocal architecture cob straw-bale sustainability crowdsourcing building Michigan park https://pinboard.in/u:Vaguery/b:6b89609e4b21/ 2008-09-20T20:30:18+00:00 http://www.glgi.org/mediawiki/index.php?title=Kensington_Children's_Cottage Vaguerylocal Michigan straw-bale cob building sustainability architecture crowdsourcing community artisanal https://pinboard.in/u:Vaguery/b:104255bbc8ad/ 2008-09-20T20:25:04+00:00 http://strawbale.pbwiki.com/Fall+Open+Build Vaguerylocal cob strawbale architecture crowdsourcing sustainability primitive design learning-by-doing https://pinboard.in/u:Vaguery/b:fc22759dc1ee/ 2008-09-19T10:31:50+00:00 http://seekingalpha.com/article/96160-energy-conversion-devices-to-benefit-from-california-financing-for-solar-panels?source=feed Vaguery solar energy sustainability government California public-policy investing construction https://pinboard.in/u:Vaguery/b:6690733ecfe3/ 2008-09-12T23:25:22+00:00 http://greenbuildingelements.com/2008/09/12/natural-building-101-building-an-eco-friendly-cob-house/ Vaguery sprawlette cob-building sustainability architecture house construction alternative https://pinboard.in/u:Vaguery/b:3bb8b30b9fe1/ 2008-08-31T12:13:26+00:00 http://www.garyjones.org/mt/archives/000870.html Vaguery sustainability energy crops soil engineering objectives cellulosic-ethanol breeding https://pinboard.in/u:Vaguery/b:47e002f53d44/ 2008-08-30T12:49:22+00:00 http://scienceblogs.com/energy/2008/08/this_election_will_determine_t.php Vaguery sustainability energy alternative-energy politics Bushism election https://pinboard.in/u:Vaguery/b:4b5010c9cc80/ 2008-08-27T12:37:13+00:00 http://www.networkweaving.com/blog/2008/08/weaving-electric-grid.html Vaguery networks social-networks physics power sustainability distribution https://pinboard.in/u:Vaguery/b:397edafe3fce/ 2008-08-26T12:58:42+00:00 http://arstechnica.com/news.ars/post/20080822-bus-company-tries-to-shutter-web-based-ride-share-service.html Vaguery crowdsourcing transportation sustainability disintermediation commons licensing social-engineering competition https://pinboard.in/u:Vaguery/b:370067ef6b42/ 2008-08-21T21:30:56+00:00 http://www.greenbird.co.uk/how-it-works.html VagueryGreenbird wind-power transportation car experiment engineering sustainability https://pinboard.in/u:Vaguery/b:b035f97de4e3/ 2008-08-12T19:29:59+00:00 http://www.treehugger.com/files/2008/08/new-software-allows-wind-farms-to-predict-output-four-days-in-advance.php Vagueryvia:mysticbob nudge prediction analytics data-analysis sustainability weather wind-power turbines https://pinboard.in/u:Vaguery/b:c16bc721476f/ 2008-07-28T18:23:40+00:00 http://www.oikos.com/esb/50/manualj.html Vaguerynudge sprawlette HVAC models standards construction sustainability https://pinboard.in/u:Vaguery/b:9bfe1c7d38ac/ 2008-07-13T13:10:27+00:00 http://ourfounder.typepad.com/leblog/2008/07/what-kills-inno.html Vaguery innovation cultural-norms change social-engineering business-culture business-plan sustainability agility https://pinboard.in/u:Vaguery/b:a2432f5a16b0/ 2008-05-27T10:54:12+00:00 http://www.garyjones.org/mt/archives/000784.html Vaguerysustainability soil-biology biochar ethanol fad https://pinboard.in/u:Vaguery/b:64d4f2f9af3e/ 2008-05-25T13:48:27+00:00 http://biochar.pbwiki.com/ Vaguerysustainability gardening soil soil-biology biochar DIY https://pinboard.in/u:Vaguery/b:c29e6ac29ae1/ 2008-05-13T13:10:39+00:00 http://www.vpsiinc.com/home/submenu.asp?MMID=1&SMID=10&OID=27 Vaguerycarpool sustainability energy-efficiency urban-sprawl business-culture community commuters https://pinboard.in/u:Vaguery/b:469916496000/ 2008-03-27T02:01:08+00:00 http://hnn.us/articles/47330.html Vagueryindustry economics history social-norms energy sustainability future https://pinboard.in/u:Vaguery/b:805e5ae8f38b/ 2008-03-07T23:29:56+00:00 http://www.economist.com/science/displaystory.cfm?story_id=10765345 Vagueryvia:nelson ambient energy-efficiency sustainability robotics design marine engineering https://pinboard.in/u:Vaguery/b:863e74fc4b62/ 2008-02-04T12:44:24+00:00 http://www.worldchanging.com/archives/007821.html Vaguery sprawlette sustainability water landscape-architecture public-planning infrastructure https://pinboard.in/u:Vaguery/b:5d7d9d32988b/ 2008-02-01T10:23:01+00:00 http://www.ecogeek.org/content/view/1328/ Vaguerywind solar streetlight sustainability energy-efficiency lighting innovation invention design https://pinboard.in/u:Vaguery/b:670165867021/ 2008-01-16T00:01:32+00:00 http://www.dezeen.com/2008/01/10/manned-cloud-by-jean-marie-massaud/#more-8448 Vagueryvia:warrenellis dirigible airship transportation design industrial sustainability travel future architecture https://pinboard.in/u:Vaguery/b:ee1b5205b3bb/ 2008-01-11T17:28:07+00:00 http://www.popularmechanics.com/science/earth/4243793.html Vagueryelectricity engineering energy green hacks hydrogen innovation invention solar sustainability https://pinboard.in/u:Vaguery/b:25e4f8dd0fff/ 2008-01-07T12:25:40+00:00 http://www.worldchanging.com/archives/007738.html Vaguerygreen-building architecture design construction sustainability lists https://pinboard.in/u:Vaguery/b:3d5d26d2ab84/ 2007-11-22T14:20:30+00:00 http://www.worldchanging.com/archives/007589.html Vagueryarchitecture sustainability alternative-energy wind turbines Bahrain passive-wind-energy? https://pinboard.in/u:Vaguery/b:25dd66c254b0/