Issues during encoder training with wikisection data

[zcsheng95]

Hi Rose,

The issue occurred during the testing phase. The error message reads like:

ValueError: 'self.log(test_loss, [3.5329943])' was called, but 'ndarray' values cannot be logged

And it was raised from pytorch_lighting/core/lighting.py

Do you have any ideas?

Thanks so much!

Zhecheng

[rosewang2008]

Hey! Thanks for raising this to my attention. It seems like the current version logs a single-element list when it should just log the element.

FWIW, the current repository contains a lot of refactoring bugs which I've been diligently working through. I expect to release a cleaner, reproducible version in due time. Apologies for the wait!

[zcsheng95]

Thanks Rose. Another one quick question: Is it feasible to get the parameters that characterizes the learned latent space from the current code?

[rosewang2008]

If you mean training the encoder, then technically yes---however there are a lot of bugs that I introduced in refactoring, eg if-conditions being incorrect mentioned here: #10

There are some other issues I'm resolving through the process of reproducing this work (eg. fixing the seed for data loading). I plan to release the correct, reproducible version of this work once I ensure that all the results can be perfectly replicated. Again, apologies for the wait!