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Incremental model unfreeze #81

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VladVin opened this issue Jul 28, 2022 · 0 comments · Fixed by #75
Closed

Incremental model unfreeze #81

VladVin opened this issue Jul 28, 2022 · 0 comments · Fixed by #75
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enhancement New feature or request good first issue Good for newcomers

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@VladVin
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VladVin commented Jul 28, 2022

Is your feature request related to a problem? Please describe.
A feature that let's you set which modules of the model to unfreeze on which epoch

Describe the solution you'd like
It might be implemented as something that accepts a dict config of the following structure and unfreezes modules in the given keys when the related epoch starts:

unfreeze_schedule:
  5:
    - 'neck.module1'
    - 'neck.module2'
  15:
    - 'backbone'

Describe alternatives you've considered

  1. Unfreeze only high level parts of the model, e.g. backbone, neck, head, etc.

Additional context

@VladVin VladVin added the enhancement New feature or request label Jul 28, 2022
@VladVin VladVin linked a pull request Jul 28, 2022 that will close this issue
@VladVin VladVin added the good first issue Good for newcomers label Jul 28, 2022
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Labels
enhancement New feature or request good first issue Good for newcomers
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