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this is pretty cool! especially the opinionated structuring part. now Sagemaker allows u to download ur running code and docker (https://docs.aws.amazon.com/sa
by sandGorgon 5y ago
this is pretty cool! especially the opinionated structuring part.
now Sagemaker allows u to download ur running code and docker (https://docs.aws.amazon.com/sagemaker/latest/dg/data-wrangler-data-export.html https://docs.aws.amazon.com/sagemaker/latest/dg/data-wrangle...) . Also allows u to simulate local running - https://github.com/aws/sagemaker-tensorflow-training-toolkit https://github.com/aws/sagemaker-tensorflow-training-toolkit
rather than anything else, this is basically just a way to calm worries about lock-in. Google ML resisted this for a long time, but even they had to finally do it - https://cloud.google.com/automl-tables/docs/model-export https://cloud.google.com/automl-tables/docs/model-export
are you planning something similar ?
- llom2600 5y agoWe have been planning an "eject" feature that would let you develop in our app, but then export your artifact as a docker image you can spin up in your own cluster (or whatever). This is a necessity for customers who require on-premise deployments. However, this is probably a few months out since we're currently focused on startups/developers that don't have that requirement.