{"id":26316,"date":"2023-09-04T14:43:28","date_gmt":"2023-09-04T12:43:28","guid":{"rendered":"https:\/\/sendapp.live\/?p=26316"},"modified":"2024-07-22T16:14:43","modified_gmt":"2024-07-22T14:14:43","slug":"google-avec-lintelligence-artificielle-dans-le-cloud","status":"publish","type":"post","link":"https:\/\/sendapp.live\/fr\/2023\/09\/04\/google-con-lintelligenza-artificiale-in-cloud\/","title":{"rendered":"Google avec l&#039;intelligence artificielle dans le cloud"},"content":{"rendered":"<p>Google avec l&#039;intelligence artificielle dans le cloud<\/p>\n<p>Google a encore renforc\u00e9 son offre d&#039;infrastructures optimis\u00e9es pour l&#039;intelligence artificielle dans le cloud, en introduisant un nouveau TPU (Tensor Processing Unit) appel\u00e9 v53e et en mettant \u00e0 disposition les nouvelles machines virtuelles A3, con\u00e7ues pour entra\u00eener et ex\u00e9cuter de grands mod\u00e8les d&#039;IA.<\/p>\n<h4><strong>TPU v5e\u00a0: efficacit\u00e9 et \u00e9volutivit\u00e9<\/strong><\/h4>\n<p>Le TPU v5e a \u00e9t\u00e9 d\u00e9crit par Google comme le disque cloud \u00ab le plus efficace, le plus polyvalent et le plus \u00e9volutif \u00bb \u00e0 ce jour. Ce TPU est optimis\u00e9 pour la formation et l&#039;inf\u00e9rence sur des mod\u00e8les moyens et grands, offrant jusqu&#039;\u00e0 2 fois et 2,5 fois plus de performances de formation et d&#039;inf\u00e9rence par dollar que le pr\u00e9c\u00e9dent TPU v4, r\u00e9duisant ainsi les co\u00fbts.<\/p>\n<p>Les pods avec v5e TPU peuvent accueillir jusqu&#039;\u00e0 256 puces, offrant une bande passante globale de plus de 400 Tb\/s et des performances INT8 de 100 p\u00e9taOps. De plus, le TPU v5e peut prendre en charge jusqu&#039;\u00e0 8 configurations de machines virtuelles diff\u00e9rentes, permettant aux clients Google Cloud d&#039;adapter facilement l&#039;infrastructure \u00e0 leurs besoins.<\/p>\n<h4><strong><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-26319\" src=\"https:\/\/sendapp.live\/wp-content\/uploads\/2023\/09\/Google-cloud.jpg\" alt=\"\" width=\"1600\" height=\"900\" srcset=\"https:\/\/sendapp.live\/wp-content\/uploads\/2023\/09\/Google-cloud.jpg 1600w, https:\/\/sendapp.live\/wp-content\/uploads\/2023\/09\/Google-cloud-300x169.jpg 300w, https:\/\/sendapp.live\/wp-content\/uploads\/2023\/09\/Google-cloud-1024x576.jpg 1024w, https:\/\/sendapp.live\/wp-content\/uploads\/2023\/09\/Google-cloud-768x432.jpg 768w, https:\/\/sendapp.live\/wp-content\/uploads\/2023\/09\/Google-cloud-1536x864.jpg 1536w, https:\/\/sendapp.live\/wp-content\/uploads\/2023\/09\/Google-cloud-18x10.jpg 18w, https:\/\/sendapp.live\/wp-content\/uploads\/2023\/09\/Google-cloud-600x338.jpg 600w\" sizes=\"auto, (max-width: 1600px) 100vw, 1600px\" \/>Compatibilit\u00e9 et int\u00e9gration<\/strong><\/h4>\n<p>Les TPU v5e prennent en charge nativement des frameworks tels que JAX, PyTorch et TensorFlow, et s&#039;int\u00e8grent \u00e0 des outils open source tels que Transformers et Accelerate de Hugging Face, PyTorch Lightning et Ray. De plus, Google a introduit la technologie Multislice, qui permet la formation de mod\u00e8les \u00e0 grande \u00e9chelle en exploitant des milliers de TPU v5e et v4 connect\u00e9s.<\/p>\n<h4><strong>Nouvelles machines virtuelles A3\u00a0: performances am\u00e9lior\u00e9es<\/strong><\/h4>\n<p>Les nouvelles machines virtuelles A3 suivent le succ\u00e8s du G2 et sont optimis\u00e9es pour les charges de travail d&#039;IA. Les A3 sont \u00e9quip\u00e9s de 8 GPU NVIDIA H100 Tensor Core avec Transformer Engine, vous permettant de g\u00e9rer des mod\u00e8les avec des milliards de param\u00e8tres.<\/p>\n<p>La combinaison des capacit\u00e9s du cloud Google avec les GPU NVIDIA permet une formation 3 fois plus rapide et une bande passante r\u00e9seau jusqu&#039;\u00e0 10 fois sup\u00e9rieure \u00e0 celle de la g\u00e9n\u00e9ration pr\u00e9c\u00e9dente de VM. Chaque VM A3 est \u00e9quip\u00e9e de deux processeurs Intel Xeon de 4e g\u00e9n\u00e9ration et de 2 To de m\u00e9moire h\u00f4te. De plus, gr\u00e2ce \u00e0 la technologie NVIDIA NVLink, les nouvelles machines virtuelles offrent une bande passante bissectionnelle de 3,6 To\/s entre les GPU.<\/p>\n<h4><strong><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-26320\" src=\"https:\/\/sendapp.live\/wp-content\/uploads\/2023\/09\/Intelligenza-Aumentata.jpg\" alt=\"\" width=\"558\" height=\"335\" srcset=\"https:\/\/sendapp.live\/wp-content\/uploads\/2023\/09\/Intelligenza-Aumentata.jpg 558w, https:\/\/sendapp.live\/wp-content\/uploads\/2023\/09\/Intelligenza-Aumentata-300x180.jpg 300w, https:\/\/sendapp.live\/wp-content\/uploads\/2023\/09\/Intelligenza-Aumentata-18x12.jpg 18w\" sizes=\"auto, (max-width: 558px) 100vw, 558px\" \/>Personnalisation et innovation<\/strong><\/h4>\n<p>Ces r\u00e9centes annonces de Google Cloud repr\u00e9sentent une avanc\u00e9e pour aider les entreprises et les innovateurs \u00e0 d\u00e9velopper et \u00e0 utiliser des mod\u00e8les d&#039;intelligence artificielle de plus en plus avanc\u00e9s. Les consommateurs peuvent b\u00e9n\u00e9ficier de la possibilit\u00e9 de personnaliser l&#039;infrastructure en fonction de leurs besoins, en profitant du potentiel de l&#039;intelligence artificielle dans le cloud offert par Google.<\/p>\n<p>En r\u00e9sum\u00e9, avec les nouvelles machines virtuelles TPU v5e, A3 et les technologies avanc\u00e9es telles que Multislice, Google red\u00e9finit le paysage de l&#039;intelligence artificielle dans le cloud, en proposant des solutions de plus en plus performantes et \u00e9volutives pour former et ex\u00e9cuter des mod\u00e8les d&#039;IA de toute taille. .<\/p>","protected":false},"excerpt":{"rendered":"<p>Google avec l&#039;IA dans le cloud Google a encore am\u00e9lior\u00e9 son offre d&#039;infrastructure optimis\u00e9e pour l&#039;IA dans le cloud, en introduisant un nouveau TPU (Tensor Processing Unit)\u2026<\/p>","protected":false},"author":22,"featured_media":26317,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_daim_seo_power":"","_daim_enable_ail":"","footnotes":""},"categories":[2538],"tags":[3089,3092,3091,3093,3090],"class_list":{"0":"post-26316","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-news","8":"tag-ai","9":"tag-ai-google","10":"tag-google-cloud","11":"tag-google-potenzia-intelligenza-artificiale","12":"tag-intelligenza-artificiale-google"},"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.3 (Yoast SEO v27.3) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Google con l\u2019intelligenza artificiale in cloud<\/title>\n<meta name=\"description\" content=\"Google con l\u2019intelligenza artificiale in cloud. 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