Computation times#
05:45.198 total execution time for 7 files from auto_examples/data_ops:
Example |
Time |
Mem (MB) |
|---|---|---|
Multiples tables: building machine learning pipelines with DataOps ( |
03:11.428 |
678.6 |
Tuning DataOps with Optuna ( |
01:04.544 |
613.5 |
Hyperparameter tuning with DataOps ( |
00:30.751 |
518.4 |
Using PyTorch (via skorch) in DataOps ( |
00:20.085 |
537.7 |
Subsampling for faster development ( |
00:15.908 |
528.3 |
Introduction to machine-learning pipelines with skrub DataOps ( |
00:13.657 |
517.3 |
Use case: developing locally and deploying to production ( |
00:08.825 |
617.5 |