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How bayesian network be used in quantization?

Open LeopoldACC opened this issue 4 years ago • 1 comments
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@peteriz @jpablomch @ranganathkrishnan we can get the $\mu$ and $\sigma$ of each weight ,so how it can be used to quantization which mapping the $w_{float32 }$ into $w_{int8}$

LeopoldACC avatar Sep 16 '21 13:09 LeopoldACC

@LeopoldACC Quantization of variational parameters in the Bayesian layers is not supported currently.

ranganathkrishnan avatar Sep 24 '21 22:09 ranganathkrishnan

@LeopoldACC Quantization of Bayesian deep neural network models are supported in the latest release v0.4.0. Please check out!

ranganathkrishnan avatar Jul 27 '23 14:07 ranganathkrishnan