what kind of GPU do you use to run this model about gkt HOT 3 CLOSED

Hello lizsmile, I didn't use GPU to test this program before. Since the GKT method is not proposed by us, I only try my best to implement it. I think this method utilizes 3D matrices in the intermediate computation steps, which would make the program run slow.

So my advice is that if you want to use GKT as a GNN-related baseline, you can test it on small datasets and it's unnecessary to use all of the data for comparison. Another way is to mark it as 'OOM'(out of memory) in your paper and explain why this approach is memory consuming.

If you really want to run this program on large-scale datasets, you can try to optimize my code on the GPU. I have made detailed comments in the code, feel free to contact with me if you have any questions.

from gkt.

Thank you for your reply. I will try to optimize it on the GPU. I am curious about its performance on a larger dataset.

from gkt.

Ok, good luck! If you have any other questions later, you can open a new issue.

from gkt.