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Automatic set strides kernels in dynunet #955

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benmalef
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@benmalef benmalef commented Oct 4, 2024

Fixes #949

Proposed Changes

  • Calculate automatically the kernel and strides for dynunet model
  • Update the tests

Checklist

  • CONTRIBUTING guide has been followed.
  • PR is based on the current GaNDLF master .
  • Non-breaking change (does not break existing functionality): provide as many details as possible for any breaking change.
  • Function/class source code documentation added/updated (ensure typing is used to provide type hints, including and not limited to using Optional if a variable has a pre-defined value).
  • Code has been blacked for style consistency and linting.
  • If applicable, version information has been updated in GANDLF/version.py.
  • If adding a git submodule, add to list of exceptions for black styling in pyproject.toml file.
  • Usage documentation has been updated, if appropriate.
  • Tests added or modified to cover the changes; if coverage is reduced, please give explanation.
  • If customized dependency installation is required (i.e., a separate pip install step is needed for PR to be functional), please ensure it is reflected in all the files that control the CI, namely: python-test.yml, and all docker files [1,2,3].
  • The logging library is being used and no print statements are left.

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github-actions bot commented Oct 4, 2024

MLCommons CLA bot All contributors have signed the MLCommons CLA ✍️ ✅

benmalef and others added 3 commits October 4, 2024 18:53
- change the spacing -> spacing_for_internal_computations
- change the code to ensure that it only runs through compute when needed
@sarthakpati sarthakpati changed the title Set automaticaly strides kernels in dynunet model Automatic set strides kernels in dynunet Oct 5, 2024
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@benmalef is this good to merge?

- change raise ValueError with assert
@benmalef benmalef marked this pull request as ready for review October 7, 2024 07:06
@benmalef benmalef requested a review from a team as a code owner October 7, 2024 07:06
@sarthakpati sarthakpati merged commit bcffff8 into mlcommons:master Oct 9, 2024
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@benmalef benmalef deleted the dynunet_set_automaticaly_strides_kernels branch November 1, 2024 11:53
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[FEATURE] Set automatilacy the numbers of parameters (strides and kernels) in dynunet
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