Predict behavior (draft PR)

[mbendjilali]

What does this PR do?

This pull request is a first shot to the implementation of the predict function from pytorch_lightning. Therefore, a predict.yaml config and predict.pyscript (almost duplicates of eval.yaml and eval.py) were added, the src/datasets/base.py and src/datamodules/base.py scripts were modified to initialize the needed prediction transforms and datasets.

I tested it. Although the predict function doesn't crash, I don't really see what it's doing. I also suspect that it doesn't consider the prediction set as batched and therefore only runs on one batch, leaving the others unprocessed.

Before submitting

• [ ] Did you make sure title is self-explanatory and the description concisely explains the PR?
• [ ] Did you make sure your PR does only one thing, instead of bundling different changes together?
• [ ] Did you list all the breaking changes introduced by this pull request?
• [ ] Did you test your PR locally with pytest command?
• [ ] Did you run pre-commit hooks with pre-commit run -a command?

Did you have fun?

Make sure you had fun coding 🙃

[drprojects]

Hi @mbendjilali thanks for this draft. I am currently out of office, will look into this when I come back.

[drprojects]

Hi, I finally released the v2 of this project, which should address this issue :partying_face:

Closing this PR then.