Describe the bug
Auto3DSeg HPO module generates bundle algos and append the hyperparameters in the name of the bundle root folder
For examples, to perform a grid_search on learning rate (lr), folders will be like
.
├── dints_0_lr_0.0001
├── dints_0_lr_0.001
├── dints_0_lr_0.01
└── dints_0_lr_0.1
In the integration test and some possible usage scenarios, these bundle algorithms need to be ensembled by fold, and the HPO folder name would break Auto3DSeg AutoRunner.
Related line:
|
identifier = algo[AlgoEnsembleKeys.ID].split("_")[-1] |
Related issue: #5523 #5555