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Remove profiler (troubleshooting) functionality #75

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anaprietonem opened this issue Oct 8, 2024 · 0 comments
Open

Remove profiler (troubleshooting) functionality #75

anaprietonem opened this issue Oct 8, 2024 · 0 comments
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enhancement New feature or request

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@anaprietonem
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Is your feature request related to a problem? Please describe.

Currently in anemoi training we support 'two types' of profiling:

  1. Just for 'quick troubleshooting' - using profiler: True in the diagnostics config - profile the training code using the PytorchProfiler
  2. Using anemoiProfiler by running anemoi-training profiler.

The functionality of the first option is included already and even extended by the memory profiler of the AnemoiProfiler.
When setting the config for the anemoiProfiler it can be confusing if we also have a profiler flag.

Describe the solution you'd like

I would like to propose to remove the profiler flag and that section of the code. In terms of functionality, as mentioned above, we won't loose anything since that 'quick troubleshooting' could still be achieved running the anemoi-training profiler with just the memory report activated

Describe alternatives you've considered

No response

Additional context

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@anaprietonem anaprietonem added the enhancement New feature or request label Oct 8, 2024
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