BenchmarkTransferLearning icon indicating copy to clipboard operation
BenchmarkTransferLearning copied to clipboard

Question about performance metrics

Open Pedrexus opened this issue 4 years ago • 2 comments

Hello, congratulations on the excellent paper!

I see the default number of epochs used is 1000. Can you share the number of gpus used or the average gpu-days for each experiment?

Thanks.

Pedrexus avatar Oct 27 '21 17:10 Pedrexus

Hi,

we use the early stop technique based on the validation loss. That being said, each run takes much fewer epochs than 1000. Please see section E of the paper's appendix for the average number of epochs for each method. Also, we use one DGX-1 V100 32G GPU to run the target tasks.

MR-HosseinzadehTaher avatar Oct 27 '21 18:10 MR-HosseinzadehTaher

Thanks for the information. Much appreciated.

Pedrexus avatar Nov 08 '21 02:11 Pedrexus