[Profiling] Model and device specific folders for profiled data, documentation for profiling #7
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nitinkedia7
approved these changes
May 12, 2024
…into users/amey/arxiv_update
…into users/amey/arxiv_update
nitinkedia7
changed the title
nitinkedia7
changed the title
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Description
This PR changes the structure for profiling data with the aim to make adding a new model, device follow a Bring Your Own File model. The new structure is described here. Several bugs also have been fixed, notably removed hard-coded number of blocks in attention profiling.
Test Plan
The entire profiling data is new, so it was a real test 🧪 of running all the profiling scripts.
Also, verified fidelity for
34bmodel onarxivtrace with bothvllmandsarathischedulers.Next steps
cpu_overheadprofiling data for all models.