Nishant Aswani
Nishant Aswani
Is there a benefit to/thought about adding the ExpertGate approach to Avalanche?
> yes, we are definitely interested in adding Expert Gates. It should be relatively easy. It would be nice to give it a shot! If I make it happen, I'll...
I'm trying to update my expert-gate branch to incorporate changes from avalanche/main, how do you suggest I go about this? I want to do this on my end so I...
Fair, I was trying to rebase to avoid the unnecessary merge commit but that didn't go very well. Maybe in another lifetime I'll understand how to do it :D Thanks,...
Hi, I have arrived at a point where I think I would greatly benefit from an additional set of eyes. My current concerns are: 1. The loss for the "expert"...
Thank you so much for taking the time, your code review is really appreciated. I will double check the things you have pointed out and get back. > Is the...
Hello, I have made several notable changes: - I figured out why the expert wasn't training: the optimizer wasn't updating the model's parameters as a new expert was being selected....
Hello, Thank you for your patience. I spent some time to do aggressive testing (and breaking of things) to eventually fix the following concerns: - Using deep copies to prevent...
Hi, thank you for taking the time to review the work. I will add the warning message and add a test in `tests/training/test_strategies.py`. In regards to the baselines repository: I...
Hi, thanks for your patience. I had to take a pause but incidentally noticed a not-instantly-fixable bug while preparing the final fixes for this PR. Now that things are picking...