dimension check for pretrained model weights

[neuronflow]

This PR implements a dimension check, before trying to load pre-trained model weights.

Fixes # .

Description

This PR implements a dimension check, before trying to load pre-trained model weights.

Status

Ready

Types of changes

• Non-breaking change (fix or new feature that would not break existing functionality).
• Breaking change (fix or new feature that would cause existing functionality to change).
• New tests added to cover the changes.
• Integration tests passed locally by running ./runtests.sh -f -u --net --coverage.
• Quick tests passed locally by running ./runtests.sh --quick --unittests.
• In-line docstrings updated.
• Documentation updated, tested make html command in the docs/ folder.

[wyli]

thanks for the PR! could you please sign: https://github.com/Project-MONAI/MONAI/pull/2984/checks?check_run_id=3656576890 (https://github.com/Project-MONAI/MONAI/blob/dev/CONTRIBUTING.md#signing-your-work)

[neuronflow]

sure, trying to find out how to do this in hindsight now :) I made the PR with the github web editor as it is so small.

[wyli]

/black
/build

[neuronflow]

Okay I hope I managed to fix it..also tests seem to pass locally. Your build pipeline this whole integration process is very cool!

[wyli]

thanks, the DCO looks good now, there is a minor style issue https://github.com/Project-MONAI/MONAI/pull/2984/checks?check_run_id=3663404181#step:7:116

[neuronflow]

/home/runner/work/MONAI/MONAI/monai/networks/nets/densenet.py:311:151: B950 line too long (150 > 120 characters)
/home/runner/work/MONAI/MONAI/monai/networks/nets/densenet.py:337:151: B950 line too long (150 > 120 characters)
/home/runner/work/MONAI/MONAI/monai/networks/nets/densenet.py:363:151: B950 line too long (150 > 120 characters)
3     B950 line too long (150 > 120 characters)
3
Check failed!
Please run auto style fixes: ./runtests.sh --autofix
Error: Process completed with exit code 1.

@wyli
Hmm I did run the autofix and also monaibot would set the line length to 150. Could it be that there is a difference in settings for the automatic linting applied by @monai-bot and the test?

[wyli]

I think in this case the bot doesn't know how to break the long line, it has to be done manually at the moment...