Added tutorials folder from oneAPI-samples

[jimmytwei]

Added oneCCL tutorials from the oneAPI-samples repo.

[nikitaxgusev]

oneCCL?

[jimmytwei]

Updated

[jimmytwei]

@nikitaxgusev Any updates on this? The Jupyter notebook works but requires the oneAPI toolkits (for setvars and VTune). The notebook is used to teach developers how to use VTune to analyze performance for both CPU and GPU on oneCCL examples. Let me know if this is still appropriate for this repo. If not, we can keep this in the oneAPI-samples repo.

[Maria1Petrova]

Hi @jimmytwei sorry for a delay, we will validate the functionality of the notebook and provide a feedback

[iBaer]

@jimmytwei
I can confirm the functionality of the notebook.
Since this tutorial will be bundled with oneCCL stand-alone, I would address this by adding a README.md to the folder.
This should explain that this tutorial requires a working oneAPI installation.
Also, I would add a couple of recommendations on how to launch this, e.g.
jupyter execute ./oneCCL_Getting_Started.ipynb
or via server (where possible)
jupyter notebook ./oneCCL_Getting_Started.ipynb

For other adjustments throughout (e.g. converting the tutorial into a full README guide) are not necessary for this PR in my opinion.

EDIT: If you need help by formulating a README doc, I can create this and add with a PR into your repo.

@Maria1Petrova (@srirajpaul for final Review):
Can you confirm this will be okay?