[Addition] [Low Priority] Add more unit tests for the fixed search space implementation

Add unit tests where we restrict the search space as follows:

- Skip Connections are disabled.
- Snapshot Ensembling is disabled.
- Weight Decay is disabled.
- Dropout is disabled.

Furthermore

- Restrictions for the network head.

All of the above were given errors and are now patched.