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About the experimental results

Open huybery opened this issue 3 years ago • 2 comments

I directly ran the code of the code base without any modification. The results are as follows

08/28/2021 06:50:45 [Epoch 100] dev acc: 0.70696 (took 220s) 08/28/2021 06:50:45 checkpoint: tmp/dtfixup 08/28/2021 06:50:45 best dev accuracy: 0.72340 08/28/2021 06:50:45 checkpoint: tmp/dtfixup

The best dev accuracy is only 72.3%, Maybe I missed something? For the Experiment Configuration, I found that the batch in the code is 32 and the batch in the paper is 16. Is this the reason for my failure?

huybery avatar Aug 30 '21 01:08 huybery

In practice, the experimental results have some variances. The best results reported/submitted in the paper is the best one from 5 runs.

billy-inn avatar Aug 31 '21 16:08 billy-inn

Thanks for your rely, I will run more times.

huybery avatar Sep 01 '21 02:09 huybery