Chore/logo links

[kamran-rapidfireAI]

Changes

• Add logos/links to Colab notebook.
• Replace 'Dispatcher Service' internal terminology with "API Server" because we use the latter in our docs.

Testing

• I have added tests that prove my fix is effective or that my feature works
• New and existing unit tests pass locally with my changes
• I have tested this change manually
• I have tested this change in the following environments:
  • Local development
  • Docker environment
  • Other: _______________

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Checklist

• My code follows the project's style guidelines
• I have performed a self-review of my own code
• I have commented my code, particularly in hard-to-understand areas
• I have made corresponding changes to the documentation
• My changes generate no new warnings
• I have added tests that prove my fix is effective or that my feature works
• New and existing unit tests pass locally with my changes
• Any dependent changes have been merged and published

Performance Impact

If this PR affects performance, describe the impact and any optimizations made.

Related Issues

Fixes #(issue number)
Closes #(issue number)
Related to #(issue number)

[kamran-rapidfireAI]

[arun-rfai]

LGTM. Also delete the execution count metadata leftover on the other cells.

[kamran-rapidfireAI]

removed execution counts.

[arun-rfai]

3 more edits to suggest:

1. Replace install source for now: "pip install rapidfireai" -> "pip install rapidfireai==0.11.1rc3"

2. Add an "IMPORTANT: Do not let the Colab notebook tab stay idle for more than 5min; Colab will disconnect otherwise. Refresh the TensorBoard screen or interact with the cells to avoid disconnection." somewhere prominent, perhaps near the top.

3. Move the "Start TensorBoard" section (text cell and code cell) to just before the "Run Training+Validation"/run-fit cell. Otherwise one has to keep scrolling up and down for IC Ops and seeing the plots.

[kamran-rapidfireAI]

[kamran-rapidfireAI]

@arun-rfai

[arun-rfai]

A few more changes based on latest install and runtimes:

1. pip install rapidfireai # Takes 3min -> Takes 1min
   rapidfireai init # Takes 1min -> Takes 0.5min

2. Add a section at the end displaying where the RapidFire AI log files are and show their contents:

---

View RapidFire AI Log Files

You can track the work being done by the system via the RapidFire AI-produced log files:

!ls
!ls rapidfire_experiments/
!tail -n 20 rapidfire_experiments/rapidfire.log
!tail -n 20 rapidfire_experiments/training.log

[arun-rfai]

2 more changes pending for later