{"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-with-artificial-intelligence-in-the-cloud","status":"publish","type":"post","link":"https:\/\/sendapp.live\/en\/2023\/09\/04\/google-con-lintelligenza-artificiale-in-cloud\/","title":{"rendered":"Google with artificial intelligence in the cloud"},"content":{"rendered":"<p>Google with artificial intelligence in the cloud<\/p>\n<p>Google has further enhanced its AI-optimized infrastructure offerings in the cloud, introducing a new Tensor Processing Unit (TPU) called v53e and making available new A3 virtual machines, designed for training and running large AI models.<\/p>\n<h4><strong>TPU v5e: Efficiency and Scalability<\/strong><\/h4>\n<p>TPU v5e has been described by Google as the \u201cmost efficient, versatile, and scalable cloud computing unit yet.\u201d This TPU is optimized for training and inference on medium and large models, delivering up to 2x and 2.5x higher training and inference performance per dollar compared to the previous TPU v4, while reducing costs.<\/p>\n<p>TPU v5e pods can accommodate up to 256 chips, delivering over 400 Tb\/s of aggregate bandwidth and 100 petaOps of INT8 performance. Additionally, TPU v5e can support up to 8 different virtual machine configurations, allowing Google Cloud customers to easily scale their infrastructure to their needs.<\/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\" \/>Compatibility and Integration<\/strong><\/h4>\n<p>The v5e TPUs natively support frameworks like JAX, PyTorch, and TensorFlow, and integrate with open-source tools like Transformers and Accelerate by Hugging Face, PyTorch Lightning, and Ray. Google also introduced Multislice technology, which enables large-scale model training by leveraging thousands of interconnected v5e and v4 TPUs.<\/p>\n<h4><strong>New A3 Virtual Machines: Enhanced Performance<\/strong><\/h4>\n<p>The new A3 virtual machines follow the success of the G2 and are optimized for AI workloads. The A3s are equipped with eight NVIDIA H100 Tensor Core GPUs with Transformer Engines, allowing them to run models with trillions of parameters.<\/p>\n<p>Combining Google cloud capabilities with NVIDIA GPUs enables 3x faster training and up to 10x greater network bandwidth than the previous generation of VMs. Each A3 VM features dual 4th Gen Intel Xeon processors and 2TB of host memory. Additionally, with NVIDIA NVLink technology, the new VMs offer 3.6 TB\/s of bi-sectional GPU bandwidth.<\/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\" \/>Personalization and Innovation<\/strong><\/h4>\n<p>These recent announcements from Google Cloud represent a step forward in supporting businesses and innovators in developing and deploying increasingly advanced AI models. Consumers can benefit from the ability to customize their infrastructure to their needs, leveraging the power of cloud AI offered by Google.<\/p>\n<p>In short, with the new TPU v5e, A3 virtual machines, and advanced technologies like Multislice, Google is redefining the cloud AI landscape, offering increasingly high-performance and scalable solutions for training and running AI models of any size.<\/p>","protected":false},"excerpt":{"rendered":"<p>Google with AI in the cloud Google has further advanced its AI-optimized infrastructure offering in the cloud, introducing a new 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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