AgitatedDove14 ExasperatedCrab78 Yes, I trained the initial model and tracked it in my clearml project. When it comes to the HPO, I just run the hpo.py script, changed the id, and got such log, shown in the image (there are all failed trials)

Also, according to the tutorial, the Optimization Objective should be plotted, but I don't get anything in the plot section, and not sure weather the optimization is completed successfully, because I am not sure if the idea is that model will be automatically updated after finished HPO (and where) or somewhere will be written optimal hyperparameters, so I have to train the model again based on new hparams?