Cooldown masking rate

[yperugachidiaz]

Description

Branched off from develop-ssl.

• Added train_step and total_train_steps in masking.py to support step-dependent cooldown of masking schedule
• Therefore, propagated and computed the required training step information in:
  -- multi_stream_data_sampler.py
  -- tokenizer_masking.py
  -- trainer.py
• Note: cooldown of masking is not used when rate_sampling is enabled.

In the HedgeDoc an experimental setup can be found for testing the cooldown of the masking rate. Work in progress.

Issue Number

Closes #2328

Checklist before asking for review

• I have performed a self-review of my code
• My changes comply with basic sanity checks:
  • I have fixed formatting issues with ./scripts/actions.sh lint
  • I have run unit tests with ./scripts/actions.sh unit-test
  • I have documented my code and I have updated the docstrings.
  • I have added unit tests, if relevant
• I have tried my changes with data and code:
  • I have run the integration tests with ./scripts/actions.sh integration-test
  • (bigger changes) I have run a full training and I have written in the comment the run_id(s): launch-slurm.py --time 60
  • (bigger changes and experiments) I have shared a hegdedoc in the github issue with all the configurations and runs for this experiments
• I have informed and aligned with people impacted by my change:
  • for config changes: the MatterMost channels and/or a design doc
  • for changes of dependencies: the MatterMost software development channel