Computation times#
05:47.627 total execution time for 6 files from auto_examples/02_data_ops:
Example |
Time |
Mem (MB) |
|---|---|---|
Multiples tables: building machine learning pipelines with DataOps ( |
02:43.078 |
859.7 |
Tuning DataOps with Optuna ( |
01:28.763 |
820.3 |
Hyperparameter tuning with DataOps ( |
00:42.164 |
609.1 |
Using PyTorch (via skorch) in DataOps ( |
00:24.729 |
621.7 |
Subsampling for faster development ( |
00:18.973 |
637.4 |
Use case: developing locally and deploying to production ( |
00:09.919 |
737.2 |