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[FEA] Ability to export cuML models to run them on AWS Lambda #3822

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saffranzachary opened this issue May 4, 2021 · 2 comments
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feature request New feature or request inactive-90d

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@saffranzachary
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Is your feature request related to a problem? Please describe.
I wish I had the ability to launch a cuML model on AWS Lambda. For a mixture of reasons, this isn't possible.

Describe the solution you'd like
I'd love to be able to export cuML models to their Scikit-Learn equivalents, or to ONNX models.

Describe alternatives you've considered
If there were a way to use pip to install a variant/subset of cuML for inference on CPU, that would work just as well.

Additional context
While I think launching cuML models on AWS ECS is a great option, having the flexibility/portability to run a cuML model on more restricted machines would be a very powerful feature.

@saffranzachary saffranzachary added ? - Needs Triage Need team to review and classify feature request New feature or request labels May 4, 2021
@Nanthini10 Nanthini10 removed the ? - Needs Triage Need team to review and classify label May 10, 2021
@dantegd dantegd changed the title [FEA] Ability to Run cuML Model on AWS Lambda [FEA] Ability to export cuML models to run them on AWS Lambda May 12, 2021
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This issue has been labeled inactive-90d due to no recent activity in the past 90 days. Please close this issue if no further response or action is needed. Otherwise, please respond with a comment indicating any updates or changes to the original issue and/or confirm this issue still needs to be addressed.

@beckernick
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I believe AWS Lambda doesn't support GPUs, which perhaps makes this request a duplicate of #3556 ?

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