rename hyperparemeter search as it seems to not work with MSE

configs/hparams_search/{focusMSE_150_optuna.yaml → focusMAE_150_optuna.yaml}

@@ -12,10 +12,7 @@ defaults:
 # make sure this is the correct name of some metric logged in lightning module!
 optimized_metric: "val/mae_best"
 
-name: "focusMSE_150_hyperparameter_search"
-
-model:
-  _target_: src.models.focus_module.FocusMSELitModule
+name: "focusMAE_150_hyperparameter_search"
 
 # here we define Optuna hyperparameter search
 # it optimizes for value returned from function with @hydra.main decorator
@@ -29,7 +26,7 @@ hydra:
     storage: null
 
     # name of the study to persist optimization results
-    study_name: focusMSE_150_hyperparameter_search
+    study_name: focusMAE_150_hyperparameter_search
 
     # number of parallel workers
     n_jobs: 1