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Clearml-Data - Incremental Changes And Hashing On Per-File Basis?
Thank you for the hint with Dataset.sync
and the explanation AgitatedDove14 🙂
The interfaces look alright. I think we are rather concerned about the performance of a backend implementation detail - but maybe I misunderstood?
When I create a dataset with say 5GB of images, it will be uploaded to the server/cloud as one .zip
archive. Let's say I now create several 5GB datasets A, B, C and then want to create a new dataset D that inherits 1GB each of A, B, C. If I checkout/download dataset D on a new machine, it will have to download/extract 15GB worth of data instead of 3GB, right? At least I cannot imagine how you would extract the 3GB of individual files out of zip archives on S3.
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3 years ago
one year ago