Decouple DataModules from Models

[nateraw]

🚀 Feature

Most of the models have 'datamodule' as an init arg and/or implement a 'default datamodule' and set that as a class attribute if datamodule is not passed on init.

This causes problems...

• it explicitly bakes in dataset specific stuff in the model (which kinda defeats the purpose of the datamodule)
• it forces the user to use a datamodule (not cool, dude!)

So, we need to go through each model and decouple the hard-coded datamodules to get rid of these issues.

Motivation

Pitch

Alternatives

Additional context

[akihironitta]

We still have things to do here, so could you keep this issue open?

As far as I could find, we need to decouple datamodules from the following models:

• pl_bolts.models.self_supervised.cpc.cpc_module.CPCV2 (Fixed in Decouple DataModules from Models - CPCV2 #386)
• pl_bolts.models.self_supervised.amdim.amdim_module.AMDIM

[stale]

This issue has been automatically marked as stale because it has not had recent activity. It will be closed if no further activity occurs. Thank you for your contributions.

[stale]

This issue has been automatically marked as stale because it has not had recent activity. It will be closed if no further activity occurs. Thank you for your contributions.