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Use wandb.io for parameter comparison #21

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jcohenadad opened this issue Dec 17, 2021 · 0 comments
Open

Use wandb.io for parameter comparison #21

jcohenadad opened this issue Dec 17, 2021 · 0 comments
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@jcohenadad
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jcohenadad commented Dec 17, 2021

Using an experiment tracking and management software like wandb can help with:

  • faster and informed hyperparameter tuning,
  • visualizations of performance across multiple metrics,
  • know which parameter configurations work best for SC segmentation and MS lesion segmentation on MP2RAGE data which can potentially help future students and projects

A related issue in ivadomed: ivadomed/ivadomed#1010

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