recommenders-team/recommenders

[ASK] Using datasets with a large number of users such as Gowalla in LightGCN model, RAM gets a lot involved

Open

#1,697 opened on 2022年4月7日

GitHub で見る
 (2 comments) (0 reactions) (0 assignees)Python (2,972 forks)batch import
help wanted

Repository metrics

Stars
 (17,706 stars)
PR merge metrics
 (平均マージ 6d 16h) (30d で 10 merged PRs)

説明

I'm using google colab for training the model. I used gowalla dataset and after a few seconds after calling model = LightGCN(hparams, data, seed=SEED) System RAM gets full and my session terminates. I think this happens when creating adjacency matrix what should I do to fix this?

コントリビューターガイド