Aim: Record, search and compare ML training runs

Re:Aim: Record, search and compare ML training runs by ellisv on Wednesday January 13, 2021 @05:23PM (#25768782)

From what I can glean from the docs, you run the UI locally which reads from experiments from `.aim/`

The experiments results could be populated by running the training job remotely and committing the `.aim/` directory afterwards.

It's kinda like a UI for DVC

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Re:Aim: Record, search and compare ML training runs by gevorg_s on Thursday January 14, 2021 @12:57AM (#25772661)

Yea, spot on. Right now UI is ran locally and it reads the data from `.aim`. We have seen users deploy it for the team and have seen standalone in the local environment too. Once training is ran, the logs are saved in the `.aim`. We are using a format that is ~50% more memory efficient than the tb logs - and searchable (see the aimrecords repo).

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Re:Aim: Record, search and compare ML training runs by jszymborski on Wednesday January 13, 2021 @06:01PM (#25769196)

yes, it looks like it's meant to be run in a similar way to Tensorboard

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Re:Aim: Record, search and compare ML training runs by gevorg_s on Thursday January 14, 2021 @12:58AM (#25772664)

yep.

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