Amazon Deep Learning Containers

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   AWS adds SOCI indexing for faster SageMaker AI jobs

   AWS announced Seekable OCI (SOCI) indexing for Amazon SageMaker AI Training and processing jobs, allowing container images to be lazy-loaded instead of fully downloaded before execution. Users can select pre-indexed AWS Deep Learning Containers or index a custom image, though AWS says benefits vary with image size and startup behavior; its tests found GPU idle time during image pulls fell by up to 90%.

   AWS Machine Learning Blog · 🔥 0

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