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snap-stanford / ogb

Benchmark datasets, data loaders, and evaluators for graph machine learning
https://ogb.stanford.edu
MIT License
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What is the Experimental setting? #312

Closed LinghaoChan closed 2 years ago

LinghaoChan commented 2 years ago

Dear authors, I'd like to know the experimental setting of your experiments in node classification tasks. Includes: The number of machines, the Number of GPUs of each machine, and the Memory size of each GPU. (For products, proteins, arxiv, papers100M, and mag datasets respectively)

weihua916 commented 2 years ago

Hi! We have all the GPU information available in the leaderboard (e.g., here).

LinghaoChan commented 2 years ago

Hi! We have all the GPU information available in the leaderboard (e.g., here).

Thanks for your reply! Were most models (like the model trained by your team) were trained with one machine & one GPU?

weihua916 commented 2 years ago

Yes. All of our baseline models use a single GPU and one machine.

LinghaoChan commented 2 years ago

Yes. All of our baseline models use a single GPU and one machine.

Thanks a lot~