4 ms·
This depends quite a lot on the domain. In some image processing tasks you can actually be cpu-bound during dataloading. So either you get tons of RAM and prelo
by joshvm 6y ago
This depends quite a lot on the domain. In some image processing tasks you can actually be cpu-bound during dataloading. So either you get tons of RAM and preload the dataset, or you use more cores to queue up batches. You still need a good GPU and generally I'd agree to prioritise that first.
- godelski 6y agoYou can get CPU bound, I am $100 under and you could put money towards that or RAM. I did also leave a path to upgrade RAM. But that said, I've been working with image generation a lot lately and CPU really isn't my bottleneck.
- mpfundstein 6y agoIf doing image processing (or NLP with rec nets), I wouldn't save on VRAM. 11GB minimum (2080/1080TI). Otherwise you can't even run the bigger nets with good image resolution.