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underutilizing GPU?

Open ppbrown opened this issue 11 months ago • 5 comments

Apparently taggui is only using 25% of my 4090 GPU. (and half the ram)

Wouldnt allowing some kind of batch mode speed things up? But I see no option for that currently.

I would really like to make my 5 day run take 1 day instead.

This is with internlmvl-7b-4bit, if it makes a difference.

ppbrown avatar Jan 25 '25 19:01 ppbrown

Wouldnt allowing some kind of batch mode speed things up?

Yes, but it is difficult to make it work for all models, so it has not been added.

jhc13 avatar Jan 25 '25 19:01 jhc13

Some models dont really need it anyway since they are fast already, like moondream and blip/clip.

Pllleeease add it for the ones people are most likely to use for large scale at home? You do have certain other features that only work for specific models now anyway.... ?

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ppbrown avatar Jan 25 '25 20:01 ppbrown

I just launch a 2nd instance of the app and process a different folder.

LoFiApostasy avatar Feb 04 '25 05:02 LoFiApostasy

but that would spawn an entirely new instance which would require loading the full model TWICE.

some people dont even have enough ram for that.

imagine having to load two separate instances of comfyui or A111, on the same model, instead of just telling the programs “batch size =2”??

comfyui at least, makes it so that you get faster renders if you specify batch size >1

On Mon, Feb 3, 2025 at 9:37 PM LoFiApostasy @.***> wrote:

I just launch a 2nd instance of the app and process a different folder.

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ppbrown avatar Feb 04 '25 05:02 ppbrown

Wouldnt allowing some kind of batch mode speed things up?

Yes, but it is difficult to make it work for all models, so it has not been added.

IMHO, an "experimental" section with "these settings might crash any model, no support"

Option with a ✅ toggle AND then has a 🔢batch-size number picker. Could be a good solution for users to play but keep your core supported features contained.

generrosity avatar Apr 25 '25 04:04 generrosity