The error is raised in:
File “…/adaptis/model/toy/unet.py”, line 12, in __init__
self.image_bn = norm_layer()

where norm_layer most likely expects the num_features argument, while nothing is passed.
PS: you can post code snippets by wrapping them into three backticks ```, which makes debugging easier.