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Make artifacts visible in Aim UI #228

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jgiannuzzi opened this issue Aug 9, 2023 · 1 comment · Fixed by #1335 · May be fixed by G-Research/fasttrackml-ui-aim#100
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Make artifacts visible in Aim UI #228

jgiannuzzi opened this issue Aug 9, 2023 · 1 comment · Fixed by #1335 · May be fixed by G-Research/fasttrackml-ui-aim#100
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enhancement New feature or request

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@jgiannuzzi
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Once #6 and #224 are implemented, artifacts will become visible in the MLFlow UI.

This issue is about making them visible in the Aim UI. Aim treats artifacts like metrics and thus expects a few extra properties. Here is how I suggest we map them initially:

Aim FML
name file name
context {}
step 0
epoch 0
timestamp file timestamp

There is also limited support for artifact types. I think we only want to expose images and texts initially. We could detect the file's MIME type to distinguish between images and texts. The search possibilities will be quite limited and tricky unless we implement #225 and use it to store metadata in our database.

@Sharpz7
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Sharpz7 commented Dec 11, 2023

This would be great to see folks. Thank you :))

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