How to keep track and compare dataset versions for every model training run? (docs.neptune.ai) 1 points by patrycjaneptune 4y ago ↗ HN
[–] patrycjaneptune 4y ago ↗ Do you want to keep track DATASET VERSIONS for every model training run to reproduce your results and models?You can now do it with Neptune:Query the dataset version from previous runs to make sure you are training on the same dataset versionGroup your Neptune Runs by the dataset version they were trained onSee if models were trained on the same dataset versionCompare datasets in the Neptune UI to see what changedExplore artifacts in the docs.
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[ 1.7 ms ] story [ 15.5 ms ] threadYou can now do it with Neptune:
Query the dataset version from previous runs to make sure you are training on the same dataset version
Group your Neptune Runs by the dataset version they were trained on
See if models were trained on the same dataset version
Compare datasets in the Neptune UI to see what changed
Explore artifacts in the docs.