From: Jérôme Benoit <jerome.benoit@piment-noir.org>
Date: Tue, 13 Jan 2026 11:47:03 +0000 (+0100)
Subject: perf(quickadapter): tune catboost depth optuna search space
X-Git-Url: https://git.piment-noir.org/?a=commitdiff_plain;h=b6e2f13cbf5b26c8b29d04f7a430251823a2ab9a;p=freqai-strategies.git

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 7c3005a..0399324 100644
--- 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]] = {