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Data Version Control

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David N. Palacio edited this page May 17, 2022 · 4 revisions

Adding new files or folders. Please execute the commands in the following order:

  1. dvc add
  2. git add
  3. git commit
  4. git push
  5. dvc push

Updating a tracked file:

  1. dvc commit xxx.dvc
  2. dvc push
  3. git add xxx.dvc
  4. git commit -m
  5. git push

To check if the cache is synchronized: dvc status

DVC Policy

Once a dataset is created and pushed into DVC. If you are not actively using the dataset for experimentation, then make sure to erase it from /scratch folder (or /main folder in the container) so that we avoid space issues.

benchmarking-dvc

This is a dedicated repo for semeru benchmarks. This is the only repo for data version control. Here we include not only benchmarks but also statistical strategies to explore data and analyze results.

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