hard20 pts · first answer countsml-pipelinesdata-versioning
Hashing 50 TB every run
Each run computes a SHA-256 over 50 TB of Parquet files to fingerprint the dataset, adding hours. What gives a reliable fingerprint much faster?
Discussion 0
Join free to post in the discussion.
Related questions
- Why version dataMLOps Engineer
- Why pipelines are DAGsMLOps Engineer
- What a Kubeflow component isMLOps Engineer
- MLflow logging callsMLOps Engineer
- What mlflow.autolog() doesMLOps Engineer
- What a .dvc file holdsMLOps Engineer
- Training broke after a fresh installMLOps Engineer
- Bundling preprocessing with the modelMLOps Engineer