Remove deprecated TensorBoard profiler tutorial

[jiannanWang]

Fixes pytorch/kineto#1340 step 2.

Description

Remove the tensorboard_profiler_tutorial.py tutorial and all associated files, as the TensorBoard integration with the PyTorch profiler is deprecated and under removal.

Changes:

• Delete intermediate_source/tensorboard_profiler_tutorial.py
• Remove 16 profiler images only used by this tutorial
• Remove references from index.rst, ecosystem.rst, .lintrunner.toml, .jenkins/validate_tutorials_built.py, and .jenkins/build.sh

Checklist

• The issue that is being fixed is referred in the description (see above "Fixes #ISSUE_NUMBER")
• Only one issue is addressed in this pull request
• Labels from the issue that this PR is fixing are added to this pull request
• No unnecessary issues are included into this pull request.

[pytorch-bot]

🔗 Helpful Links

🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/tutorials/3813

• 📄 Preview Python docs built from this PR

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✅ No Failures

As of commit 36417b9 with merge base 05c08f2 ():
💚 Looks good so far! There are no failures yet. 💚

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