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Amazon SageMaker AI supports SOCI-indexed images for faster training starts
- Platform/SRE — Learn: SOCI lazy-loading cuts GPU idle time during image pulls by up to 90% on SageMaker training jobs — worth evaluating for teams running large deep learning containers, but no deadline or breaking change makes this a now-or-later optimization.
- CI/CD — Skip
- Leader — Learn: For organizations with significant SageMaker GPU spend, this GA feature reduces billable idle time during container pulls; useful context for FinOps reviews of ML training costs but requires no strategic decision now.
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