{"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-mit-kunstlicher-intelligenz-in-der-cloud","status":"publish","type":"post","link":"https:\/\/sendapp.live\/de\/2023\/09\/04\/google-con-lintelligenza-artificiale-in-cloud\/","title":{"rendered":"Google mit k\u00fcnstlicher Intelligenz in der Cloud"},"content":{"rendered":"

Google mit k\u00fcnstlicher Intelligenz in der Cloud<\/p>\n

Google hat sein Angebot an f\u00fcr k\u00fcnstliche Intelligenz in der Cloud optimierter Infrastruktur weiter ausgebaut, indem es eine neue TPU (Tensor Processing Unit) namens v53e eingef\u00fchrt und die neuen virtuellen A3-Maschinen zur Verf\u00fcgung gestellt hat, die f\u00fcr das Training und den Betrieb gro\u00dfer KI-Modelle konzipiert sind.<\/p>\n

TPU v5e: Effizienz und Skalierbarkeit<\/strong><\/h4>\n

Das TPU v5e wurde von Google als das bisher \u201eeffizienteste, vielseitigste und skalierbarste\u201c Cloud-Laufwerk beschrieben. Diese TPU ist f\u00fcr Training und Inferenz auf mittleren und gro\u00dfen Modellen optimiert und bietet bis zu 2x bzw. 2,5x mehr Trainings- und Inferenzleistung pro Dollar als die vorherige v4-TPU, wodurch die Kosten gesenkt werden.<\/p>\n

Pods mit v5e-TPU k\u00f6nnen bis zu 256 Chips aufnehmen und bieten eine Gesamtbandbreite von \u00fcber 400 Tbit\/s und eine INT8-Leistung von 100 PetaOps. Dar\u00fcber hinaus kann die v5e TPU bis zu 8 verschiedene Konfigurationen virtueller Maschinen unterst\u00fctzen, sodass Google Cloud-Kunden die Infrastruktur problemlos an ihre Bed\u00fcrfnisse anpassen k\u00f6nnen.<\/p>\n

\"\"Kompatibilit\u00e4t und Integration<\/strong><\/h4>\n

v5e-TPUs unterst\u00fctzen nativ Frameworks wie JAX, PyTorch und TensorFlow und lassen sich in Open-Source-Tools wie Transformers and Accelerate von Hugging Face, PyTorch Lightning und Ray integrieren. Dar\u00fcber hinaus hat Google die Multislice-Technologie eingef\u00fchrt, die ein umfangreiches Modelltraining durch die Nutzung Tausender verbundener v5e- und v4-TPUs erm\u00f6glicht.<\/p>\n

Neue virtuelle A3-Maschinen: Verbesserte Leistung<\/strong><\/h4>\n

Die neuen virtuellen A3-Maschinen folgen dem Erfolg der G2 und sind f\u00fcr KI-Workloads optimiert. Die A3s sind mit 8 NVIDIA H100 Tensor Core GPUs mit Transformer Engine ausgestattet, sodass Sie Modelle mit Billionen Parametern verwalten k\u00f6nnen.<\/p>\n

Die Kombination der Funktionen der Google Cloud mit NVIDIA-GPUs erm\u00f6glicht ein dreimal schnelleres Training und bis zu zehnmal mehr Netzwerkbandbreite als die vorherige Generation von VMs. Jede A3-VM ist mit zwei Intel Xeon-Prozessoren der 4. Generation und 2 TB Hostspeicher ausgestattet. Dar\u00fcber hinaus liefern die neuen VMs mit NVIDIA NVLink-Technologie eine halbierte Bandbreite von 3,6 TB\/s zwischen GPUs.<\/p>\n

\"\"Personalisierung und Innovation<\/strong><\/h4>\n

Diese j\u00fcngsten Ank\u00fcndigungen von Google Cloud stellen einen Schritt vorw\u00e4rts dar, um Unternehmen und Innovatoren bei der Entwicklung und Nutzung immer fortschrittlicherer Modelle f\u00fcr k\u00fcnstliche Intelligenz zu unterst\u00fctzen. Verbraucher k\u00f6nnen von der M\u00f6glichkeit profitieren, die Infrastruktur an ihre Bed\u00fcrfnisse anzupassen und so das Potenzial der k\u00fcnstlichen Intelligenz in der Cloud von Google zu nutzen.<\/p>\n

Zusammenfassend l\u00e4sst sich sagen, dass Google mit dem neuen TPU v5e, den virtuellen A3-Maschinen und fortschrittlichen Technologien wie Multislice die Landschaft der k\u00fcnstlichen Intelligenz in der Cloud neu definiert und immer leistungsf\u00e4higere und skalierbarere L\u00f6sungen f\u00fcr das Training und den Betrieb von KI-Modellen jeder Gr\u00f6\u00dfe bietet .<\/p>","protected":false},"excerpt":{"rendered":"

Google mit KI in der Cloud Google hat sein KI-optimiertes Infrastrukturangebot in der Cloud weiter ausgebaut und eine neue TPU (Tensor Processing Unit) eingef\u00fchrt\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":"\nGoogle con l\u2019intelligenza artificiale in cloud<\/title>\n<meta name=\"description\" content=\"Google con l\u2019intelligenza artificiale in cloud. 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