using custom docker image for CI/CD

[Borda]

🚀 Feature

consider producing our own docker image with all needed libs installed, which would speed up all publication/testing

Motivation

boost all CI/CD processes on GPU as they are based on docker nowadays so caching is somehow harder

Pitch

Alternatives

Additional context

Probably collect all requirements and building docker image
Note that some version collisions need to be solved especially if a notebook mark max version or pin one specific 🐰

[Borda]

the most important/interesting part will be to determine the optimal requirement configuration:

• find the one which satisfied all particular requirements in this repo
• (if not possible above) find config which satisfied most notebooks

There is no mush to cover all notebook requirements, but any speedup is welcome

[Borda]

Also, this finding script can be used for setting requirements in each notebook header...