No longer test supergradients

[guarin]

What has changed and why?

• Remove SuperGradients from CI tests as it is outdated and oftentimes causes issues
• Excluded more albumentations versions
• Skip running fine-tuning tests if albumentations version is too old

All excluded albumentations versions fail with:

ImportError: cannot import name 'preserve_channel_dim' from 'albucore.utils'

How has it been tested?

• CI

Did you update CHANGELOG.md?

• Yes
• Not needed (internal change)

Did you update the documentation?

• Yes
• Not needed (internal change without effects for user)

[guarin]

/review

[Copilot]

Pull request overview

Updates CI/dependency setup to avoid unstable/outdated SuperGradients-related installs and to prevent fine-tuning test failures caused by incompatible albumentations versions (especially on Python 3.8).

Changes:

• Skip fine-tuning integration tests when albumentations is below the supported version threshold.
• Split albumentations dependency constraints by Python version and exclude 1.4.* where problematic.
• Remove super-gradients from the default extras sets used by Makefile-based CI installs.

Reviewed changes

Copilot reviewed 3 out of 3 changed files in this pull request and generated 1 comment.

File	Description
tests/_commands/test_train_task.py	Adds a module-level skip to avoid running training tests with too-old albumentations.
pyproject.toml	Adjusts albumentations constraints by Python version and pins albumentations<1.4.0 for the super-gradients extra.
Makefile	Removes super-gradients from CI/dev extras and updates related comments/docs in the dependency install targets.