Re:ALBERT: A Lite BERT for Self-Supervised Learning of Langu...
by peterjussi on Wednesday January 08, 2020 @08:10PM
(#21997541)
I would even say: in every case, except where a GPU or TPU is necessary to achieve a certain speed. Unless there are very specific reasons for it, GPU/TPU is just unnecessarily cost inefficient.
It's pretty common to run inference on CPUs. There are lots of operational and cost reasons why this makes sense in at least some cases.