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In the coming weeks, AWS will launch new G4 instances supporting Nvidia's T4 Tensor Core GPUs, the company announced today at Nvidia's GTC conference. The T4, based on the Nvidia Turing architecture, has been specifically optimized for running AI models. The T4 will be supported by the EC2 Calculation Service and Amazon Elastic Container Service for Kubernetes.
"NVIDIA and AWS have been working together for a long time to help their customers manage cloud-based artificial intelligence workloads and create incredible new AI solutions," said Matt Garman, vice president of computing services. at AWS. "With our new T4-based G4 instances, we are helping customers accelerate their inference applications and graphics-intensive applications in machine learning even more easily."
The T4 is also the first AWS GPU to support Nvidia's ray tracing technology. Nvidia is not focusing on this announcement, but creative professionals can use these GPUs to leverage the company's real-time ray tracing technology.
However, in most cases, it seems that Nvidia and AWS expect developers to use T4 to bring artificial intelligence models into production. It should be noted that the T4 has not been optimized for the formation of these models, but they can obviously also be used for this. Indeed, with the new Cuda-X artificial intelligence libraries (also announced today), Nvidia now offers an end-to-end platform for developers wishing to use its GPUs in deep learning, in machine learning and data badysis.
It should be noted that Google launched T4 support in beta a few months ago. On Google's cloud, these GPUs are currently in beta.
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