harvard-edge / cs249r_book

Introduction to Machine Learning Systems
https://harvard-edge.github.io/cs249r_book/
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Additions to AI frameworks: Chapter 6 suggestion #308

Open emmanuel2406 opened 4 months ago

emmanuel2406 commented 4 months ago

I would suggest committing some attention to PyTorch Mobile as well, since it seems this chapter was very Tf-centric. Even though it is still in beta, it would be useful to consider the deployment benefits that come with this alternative as opposed to tf lite.

Another suggestion would be acknowledging Hugging Face as a platform to hot start the ML development cycle. I think this is a good community that could do with a bigger Tiny ML presence.

profvjreddi commented 4 months ago

Both are great suggestions! Thank you for that. Agree with both your suggestions, especially now that PyTorch is turning its focus more towards the embedded/edge ecosystem.

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On Fri, Jul 05, 2024 at 1:23 PM, Emmanuel Rassou @.***> wrote:

I would suggest committing some attention to PyTorch Mobile as well, since it seems this chapter was very Tf-centric. Even though it is still in beta, it would be useful to consider the deployment benefits that come with this alternative as opposed to tf lite.

Another suggestion would be acknowledging Hugging Face as a platform to hot start the ML development cycle. I think this is a good community that could do with a bigger Tiny ML presence.

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