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42 lines
1.0 KiB
Markdown
42 lines
1.0 KiB
Markdown
# Sagemaker
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1. [TL;DR](#tldr)
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1. [Cost-saving measures](#cost-saving-measures)
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1. [Further readings](#further-readings)
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1. [Sources](#sources)
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## TL;DR
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- Endpoint Configurations depend on a Model.<br/>
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They are deleted if the Model they depend on changes.
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- Serverless Endpoints' backend use **a snapshot** of the Endpoint Configuration at the time each host is created.<br/>
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To make a serverless Endpoint use a new Configuration or Model, its hosts need to be replaced.
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## Cost-saving measures
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- Use a single endpoint for multiple models where it makes sense.
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- Delete endpoints when they are not used anymore.
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## Further readings
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- [Amazon Web Services]
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### Sources
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- [Give SageMaker AI Access to Resources in your Amazon VPC]
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Reference
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[amazon web services]: README.md
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<!-- Files -->
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[Give SageMaker AI Access to Resources in your Amazon VPC]: https://docs.aws.amazon.com/sagemaker/latest/dg/infrastructure-give-access.html
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