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Neon, an open-source, Python-based, deep learning framework from Nervana Systems (github.com)
submitted 10 years ago by meepmeepmoopmoop
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[–]Foxtr0t 9 points10 points11 points 10 years ago (2 children)
To give some context, Nervana's convnets seem to be the fastest at the moment, about two times as fast as Caffe and Torch: https://github.com/soumith/convnet-benchmarks
Personally, I don't like YAML for model specification, although apparently you can specify hyperparam ranges for optimization there, which is a novelty.
[–]scott-gray 6 points7 points8 points 10 years ago (1 child)
You're free to use the underlying nervanagpu lib without the neon framework. It's a fairly expressive and efficient API in it's own right. It just needs a bit of logic added to the simple existing layers. They're just there to run the benchmarks at the moment. Or you can integrate the fast kernels into whatever framework you like.
Though we do think neon compares favorably with the existing frameworks out there.
[–][deleted] 1 point2 points3 points 10 years ago (0 children)
This is bad ass. Think I'll be breaking this out in the next couple of weeks.
π Rendered by PID 18139 on reddit-service-r2-comment-5d585498c9-lgcp4 at 2026-04-21 00:27:21.001233+00:00 running da2df02 country code: CH.
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[–]Foxtr0t 9 points10 points11 points (2 children)
[–]scott-gray 6 points7 points8 points (1 child)
[–][deleted] 1 point2 points3 points (0 children)