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1St Of All I Want To Thank The Developers Team Of Clearml - You Are Awesome And So Your Product Is!
I Had Some Frustration Setting Up The Stuff And Still Struggle But All In All - It'S The Best Product On The Market Of Mlops.
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Hi GentleSwallow91 ! Thanks for the warm words! 🙏 😍
Basically:
Redis is used for various server temporary state caches and workers state management Elastic is used for metrics storage and indexing (logs, scalars, plots, debug images etc.) Mongo is used for all other metadata and artifact references Actual artifact data / debug images and model weights are stored in various object storage solutions, starting with the built-in ClearML fileserver and including S3, GCS, Azure storage and similar solutions.
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2 years ago
one year ago