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Find strategy to be able to reproduce a model #22

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jcohenadad opened this issue Jun 12, 2023 · 3 comments
Open

Find strategy to be able to reproduce a model #22

jcohenadad opened this issue Jun 12, 2023 · 3 comments
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enhancement New feature or request

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@jcohenadad
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Possible solutions:

  • YAML file that includes all the CLI arguments used to train the model, and attach the YAML file
    • either alongside the model (in release asset)
    • put the YAML in the repos directly

Also find a strategy to get the seeds used

Also the dataset, its version, etc.
@NathanMolinier
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The YAML file will then be used as the ID card of the model even for the benchmark spinalcordtoolbox/disc-labeling-benchmark#7

@NathanMolinier NathanMolinier added the enhancement New feature or request label Jun 20, 2023
@NathanMolinier
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A json file is now generated automatically with the parameters used for the training: see a766363

@NathanMolinier
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The seed issues still need to be addressed

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@jcohenadad @NathanMolinier