pytorch
b00afe13 - [Pytorch Profiler] Add debug_handles to KinetoEvent (#62228)

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3 years ago
[Pytorch Profiler] Add debug_handles to KinetoEvent (#62228) Summary: Pull Request resolved: https://github.com/pytorch/pytorch/pull/62228 This diff adds debug handles to events and provides a way to use RECORD_FUNCTIONs that will pass debug_handles down to profiler, which will record it in the events. Why add debug_handles? For pytorch mobile, with lite interpreter, we generate debug handles that can be used for lazily symbolicate exception traces to model level stack trace. Similar to the model level stack trace you get in TorchScript models. The debug_handles also enable getting module hierarchy for lite interpreter model, support for which was added to KinetoProfiler in previous diffs. Followup plan: 1. Enabled scope callbacks such that lite interpreter can use it to profiler only top level ops. 2. Enable post processing callbacks that take KinetoEvents and populate module hierarchy using debug handles. This will let us use KinetoProfiler for lite interpter use cases on mobile. Aim is to use RAII guard to similarly generate chrome trace for mobile usecases as well, although only for top level ops. Test Plan: test_misc : RecordDebugHandles.Basic Imported from OSS Reviewed By: ilia-cher Differential Revision: D29935899 fbshipit-source-id: 4f06dc411b6b5fe0ffaebdd26d3274c96f8f389b
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