perf(quickadapter): tune catboost depth optuna search space

Signed-off-by: Jérôme Benoit <jerome.benoit@piment-noir.org>

diff --git a/quickadapter/user_data/strategies/Utils.py b/quickadapter/user_data/strategies/Utils.py
index 7c3005a0747b6321b80c5cf0d9a4d3633fb3ab0b..03993244779db1e18b66d18f9de43c9f57b841d6 100644 (file)
--- a/quickadapter/user_data/strategies/Utils.py
+++ b/quickadapter/user_data/strategies/Utils.py
@@ -2466,9 +2466,9 @@ def get_optuna_study_model_parameters(
         ):
             max_depth = 8
         elif task_type == "GPU":
-            max_depth = 16
+            max_depth = 12
         else:  # CPU
-            max_depth = 16
+            max_depth = 10
 
         if task_type == "GPU":
             default_ranges: dict[str, tuple[float, float]] = {