SOCI indexing for faster SageMaker AI jobs
In brief
- SOCI indexing cuts SageMaker container startup time from minutes to seconds.
- No changes to job definitions are required to use this feature.
- Benchmarks and adoption steps are provided in AWS's announcement.
Amazon SageMaker now offers SOCI (Seekable OCI) indexing to speed up container image downloads for AI training and processing jobs. Containers start in seconds instead of minutes, with no changes required to job definitions. Benchmarks and adoption steps are provided in the announcement from AWS.
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