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Perf on device #5

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kezakool opened this issue Jan 21, 2020 · 2 comments
Open

Perf on device #5

kezakool opened this issue Jan 21, 2020 · 2 comments

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@kezakool
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Hi,

Thanks for your work this is great! i found the same paper this morning, telling my self it would be something to implement it :) have you tried it on mobile device for real time streaming speech reco? i was asking my self if the model described in the paper wasn't to big, needing all theses perf optimizations?

cheers,

Kezak

@noahchalifour
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I haven't been able to train a model with in the parameters specified in the paper (training time and resources are limited), I am currently training a much smaller model to see if I can get relatively good performance on mobile devices.

I am also looking at optimizing the training procedure and if you find any optimizations you can think of, please submit a PR request

@kezakool
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kezakool commented Feb 3, 2020

hi Noah,
i found somes ideas for training optimizations in this paper that may help : https://arxiv.org/pdf/1909.12415.pdf

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