Computation times#
05:47.112 total execution time for 7 files from auto_examples/data_ops:
Example |
Time |
Mem (MB) |
|---|---|---|
Multiples tables: building machine learning pipelines with DataOps ( |
02:59.671 |
631.7 |
Tuning DataOps with Optuna ( |
00:54.034 |
566.7 |
Hyperparameter tuning with DataOps ( |
00:43.372 |
566.6 |
Using PyTorch (via skorch) in DataOps ( |
00:25.910 |
594.3 |
Subsampling for faster development ( |
00:19.932 |
572.2 |
Introduction to wrangling pipelines for machine-learning skrub DataOps ( |
00:13.784 |
566.7 |
Use case: developing locally and deploying to production ( |
00:10.410 |
662.7 |