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danpovey avatar danpovey commented on August 18, 2024

from k2.

awni avatar awni commented on August 18, 2024

Hi, (as Dan knows) I am one of the authors of GTN.

I also started hearing about K2 a week or two ago from a few people :).

GTN is indeed currently CPU only with some vague plans at the moment to GPU accelerate some of the bottlenecks (namely compose). I find the GPU approach with K2 interesting. We are hoping to learn a bit more about your approach and how we can leverage K2 to do better work with differentiable WFSTs.

For reference here is a preprint that came out on arXiv today which describes the kinds of things we have started exploring with GTN and in general are interested in doing with a fast but easy to use differentiable WFST framework. Maybe you will find it useful when designing your API.

from k2.

danpovey avatar danpovey commented on August 18, 2024

from k2.

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