tallamjr/astronet

Experiment with `atx` for FINK

tallamjr opened this issue · 1 comments

It was noticed when reproducing plots, that atx seemed to be faster for inference. This prompted a thought that it might be useful to see if atx achieves similar performance to t2 when trained for FINK (i.e. only g and r bands with no redshift information -- currently t2's LogLoss ~ 0.96 in this setting)

If atx performance is comparable, then copy of https://github.com/tallamjr/fink-science/blob/issues/pending/t2mod/fink_science/t2/t2-MWE.ipynb should be done, but for atx to weight up which model would be best for deployment.

Hmm, I'm not sure this is worth doing. Let's discuss further in our meeting next week...