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Improve our understanding of profiling #568

@ValerianRey

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@ValerianRey
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In this image for example, I have 3 questions:

  • To what events (functions) do the memory spikes correspond?
  • To what variables do the memory spikes correspond (jac wrt activation, jac wrt parameters, saved variables, etc)?
  • Why don't we start at zero like in some other models?

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