hardware requirements about detecting-scientific-claim

[titipata]

Hi @antgr, I used one of the lambda machine https://lambdalabs.com/deep-learning/workstations/4-gpu to train the model. It's probably the GPU memory that cause the problem for you. I'll have more refined answer later on.

[antgr]

Hi @titipata is there any workaround that I could use to train with one gpu? Even if the final model will be less capable.. Specificity I would like to jointly train your model with another argumentation mining task. Do you think that could your model help me on the other task?

[antgr]

@titipata ?

[titipata]

@antgr I actually train with one GPU. However, the memory in GPU probably gets a bit high ~ 6-7 GB (from maximum 10 GB). I'd say the easiest workaround is to reducing batch size or size of the model.

Definitely, I think this will help improve other tasks, specifically if argument mining task is in the science domain.