Runtime of DoppelGANger?

fjxmlzn / DoppelGANger

[IMC 2020 (Best Paper Finalist)] Using GANs for Sharing Networked Time Series Data: Challenges, Initial Promise, and Open Questions

http://arxiv.org/abs/1909.13403

BSD 3-Clause Clear License

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Closed sharpe5 closed 3 years ago

sharpe5 commented 3 years ago

I'm running the experiment on the web dataset.

It has a shape of (50000,550,3), and the runtime looks like it is going to be 4 days on a RTX 2080 Ti. It is only using about 10% of the GPU.

I am wondering if this is typical? It does seems like an awfully long time for that many datapoints.