Mosaic memory profiling tutorial #3752

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basilwong wants to merge 13 commits into pytorch:main from basilwong:mosaic-memory-profiling-tutorial

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Mosaic memory profiling tutorial #3752

Improve Mosaic tutorial: add images, fix subprocess output, refactor …

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