{"id":57008,"date":"2023-10-17T17:15:53","date_gmt":"2023-10-17T21:15:53","guid":{"rendered":"https:\/\/cifar.ca\/?p=57008"},"modified":"2025-08-14T17:23:14","modified_gmt":"2025-08-14T21:23:14","slug":"gennady-pekhimenko-institut-vecteur-lia-qui-apprend-delle-meme-a-etre-plus-rapide-et-plus-propre","status":"publish","type":"post","link":"https:\/\/cifar.ca\/fr\/cifarnews\/2023\/10\/17\/gennady-pekhimenko-institut-vecteur-lia-qui-apprend-delle-meme-a-etre-plus-rapide-et-plus-propre\/","title":{"rendered":"Gennady Pekhimenko, Institut Vecteur : L\u2019IA qui apprend d\u2019elle-m\u00eame \u00e0 \u00eatre plus rapide et plus propre"},"content":{"rendered":"

Les programmes d\u2019apprentissage automatique utilisent des quantit\u00e9s consid\u00e9rables de donn\u00e9es informatiques, souvent de mani\u00e8re tr\u00e8s inefficace. Les travaux de Gennady Pekhimenko<\/a>, titulaire d\u2019une chaire en IA Canada-CIFAR \u00e0 l\u2019Institut Vecteur, visent \u00e0 r\u00e9soudre ce probl\u00e8me d\u2019inefficacit\u00e9, en rendant les mod\u00e8les d\u2019apprentissage automatique plus rapides et plus respectueux de l\u2019environnement.<\/p>\n

\u00ab Ma nomination \u00e0 titre de titulaire d\u2019une chaire en IA Canada-CIFAR m\u2019a permis d\u2019\u00e9tablir des liens plus \u00e9troits avec la communaut\u00e9 de l\u2019apprentissage automatique. J\u2019ai pu \u00e9galement profiter d\u2019allocations suppl\u00e9mentaires pour les stagiaires, ce qui est important dans un march\u00e9 de l\u2019emploi tr\u00e8s concurrentiel, notamment par rapport aux meilleures \u00e9coles am\u00e9ricaines. \u00bb<\/p>\n

Gennady Pekhimenko, titulaire d\u2019une chaire en IA Canada-CIFAR \u00e0 l\u2019Institut Vecteur<\/p><\/blockquote>\n

Bas\u00e9e \u00e0 Toronto et lanc\u00e9e en 2022 avec des partenaires tels que Radical Ventures, Amazon AWS et Microsoft Azure, CentML, la jeune pousse de Gennady Pekhimenko, fournit des optimisations de syst\u00e8me et des outils afin d\u2019am\u00e9liorer l\u2019efficacit\u00e9 de l\u2019apprentissage automatique tout en diminuant la charge de travail. L\u2019un de ces outils, Deep View, aide ses clients \u00e0 choisir le mat\u00e9riel le plus performant pour ex\u00e9cuter leurs mod\u00e8les d\u2019apprentissage automatique, ce qui leur permet de r\u00e9duire leurs co\u00fbts et les incertitudes li\u00e9es au processus.<\/p>\n

Les recherches de Gennady Pekhimenko en mati\u00e8re d\u2019optimisation visent \u00e9galement \u00e0 r\u00e9duire les \u00e9missions de carbone. CentML a lanc\u00e9 un outil de pr\u00e9diction gratuit qui permet de surveiller et de pr\u00e9voir les r\u00e9ductions de l\u2019empreinte carbone. En outre, l\u2019entreprise a lanc\u00e9 un service qui met en relation les d\u00e9veloppeurs de mod\u00e8les d\u2019IA avec les organisations qui ont des capacit\u00e9s de calcul \u00e0 revendre \u2013 imaginez un Marketplace pour les syst\u00e8mes d\u2019IA. CentML cr\u00e9e ainsi une micro-\u00e9conomie qui augmente \u00e0 la fois la visibilit\u00e9 des mod\u00e8les d\u2019IA et la capacit\u00e9 des entreprises \u00e0 exploiter leur puissance de calcul au maximum tout en r\u00e9duisant le gaspillage.<\/p>\n

\u00ab Ma nomination \u00e0 titre de titulaire d\u2019une chaire en IA Canada-CIFAR m\u2019a permis d\u2019\u00e9tablir des liens plus \u00e9troits avec la communaut\u00e9 de l\u2019apprentissage automatique. J\u2019ai pu \u00e9galement profiter d\u2019allocations suppl\u00e9mentaires pour les stagiaires, ce qui est important dans un march\u00e9 de l\u2019emploi tr\u00e8s concurrentiel, notamment par rapport aux meilleures \u00e9coles am\u00e9ricaines \u00bb, explique Gennady Pekhimenko, qui a embauch\u00e9 un certain nombre d\u2019anciens stagiaires chez CentML.<\/p>\n","protected":false},"excerpt":{"rendered":"

Les programmes d\u2019apprentissage automatique utilisent des quantit\u00e9s consid\u00e9rables de donn\u00e9es informatiques, souvent de mani\u00e8re tr\u00e8s inefficace. Les travaux de Gennady Pekhimenko, titulaire d\u2019une chaire en […]<\/p>\n","protected":false},"author":63,"featured_media":56832,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[5930],"tags":[5937],"class_list":["post-57008","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-chaire-en-ia-canada-cifar-lia-au-service-de-lenergie-et-de-lenvironnement","tag-chaire-en-ia-canada-cifar-lia-au-service-de-lenergie-et-de-lenvironnement"],"acf":[],"yoast_head":"\nCIFAR<\/title>\n<meta name=\"description\" content=\"Les programmes d\u2019apprentissage automatique utilisent des quantit\u00e9s consid\u00e9rables de donn\u00e9es informatiques, souvent de mani\u00e8re tr\u00e8s inefficace.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/cifar.ca\/fr\/cifarnews\/2023\/10\/17\/gennady-pekhimenko-institut-vecteur-lia-qui-apprend-delle-meme-a-etre-plus-rapide-et-plus-propre\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Gennady Pekhimenko, Institut Vecteur : L\u2019IA qui apprend d\u2019elle-m\u00eame \u00e0 \u00eatre plus rapide et plus propre - 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