Tests failing with older versions of timm

[daniszw]

Some tests are failing with the error:

AttributeError: 'ResNet' object has no attribute 'forward_intermediates'

if using older versions of timm (0.9.7 fails while 1.0.15 works, for example) but no versions of timm are specified on pyproject.toml file.

[Joao-L-S-Almeida]

We have tried to install the latest versions of the dependencies as much as possible and that has worked.
Do you think we should define a lower bound for them ?

[daniszw]

In my opinion, if the error is directly related to having some older but, in theory, allowed versions installed, the version requirements should be specified in the toml file. The errors are coming from here:

terratorch/terratorch/models/backbones/torchgeo_resnet.py

Line 50 in 92bd85a

features = self.resnet_model.forward_intermediates(x, intermediates_only=True)

This is a piece of terratorch code calling directly some timm functionality, which apparently doesn't exist for older versions. Therefore, in my opinion, this should be clear in the toml file.

[Joao-L-S-Almeida]

I think the best we can do for now is really limiting for timm>=1.0.15, since this has been used in the automatic tests and has worked.