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Recurent Neural Network & LSTM

Open jehshPhilemon opened this issue 5 years ago • 1 comments

Hello and great job! I'm learning machine learning and I trying to practice using Rubixml library as I good with php than python. I wanna know RNN can be implanted in rubixml and how( estimator for it)?

jehshPhilemon avatar Oct 16 '20 10:10 jehshPhilemon

Hey @Pmulwahali thanks for the great question!

There's plenty of talk among the community regarding implementing LSTM networks in Rubix, however, our plan was to first implement an optimized (cache, multithreaded, vectorized) tensor extension first as without it there's a good chance most users will be compute-bound when training LSTMs. The same applies to Convnets. The project for the extension is called C Array and can be found here.

Once we lift the compute bottleneck, a whole range of new features open up for practical use cases.

Feel free to join our channel on Telegram to take part in some of the discussions https://t.me/RubixML

andrewdalpino avatar Oct 16 '20 20:10 andrewdalpino