perf(qav3): tune optuna default timeout

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

diff --git a/quickadapter/user_data/config-template.json b/quickadapter/user_data/config-template.json
index 80e5eae93f79bd32fe63da8c1e02c3394dff351f..4d428c144068a58eef3c0920781ca08ea2ac613a 100644 (file)
--- a/quickadapter/user_data/config-template.json
+++ b/quickadapter/user_data/config-template.json
@@ -123,7 +123,7 @@
       "enabled": true,
       "n_jobs": 6,
       "n_trials": 36,
-      "timeout": 3600,
+      "timeout": 7200,
       "candles_step": 10,
       "storage": "file"
     },

diff --git a/quickadapter/user_data/freqaimodels/LightGBMRegressorQuickAdapterV3.py b/quickadapter/user_data/freqaimodels/LightGBMRegressorQuickAdapterV3.py
index 107521c22e3f29e318a9e447068f6fe0a93e0225..e070591cc1eaed8e9efbba3bc68c3da489dc9d12 100644 (file)
--- a/quickadapter/user_data/freqaimodels/LightGBMRegressorQuickAdapterV3.py
+++ b/quickadapter/user_data/freqaimodels/LightGBMRegressorQuickAdapterV3.py
@@ -339,7 +339,7 @@ class LightGBMRegressorQuickAdapterV3(BaseRegressionModel):
                     self.__optuna_config.get("n_jobs", 1),
                     max(int(self.max_system_threads / 4), 1),
                 ),
-                timeout=self.__optuna_config.get("timeout", 3600),
+                timeout=self.__optuna_config.get("timeout", 7200),
                 gc_after_trial=True,
             )
         except Exception as e:
@@ -427,7 +427,7 @@ class LightGBMRegressorQuickAdapterV3(BaseRegressionModel):
                     self.__optuna_config.get("n_jobs", 1),
                     max(int(self.max_system_threads / 4), 1),
                 ),
-                timeout=self.__optuna_config.get("timeout", 3600),
+                timeout=self.__optuna_config.get("timeout", 7200),
                 gc_after_trial=True,
             )
         except Exception as e:

diff --git a/quickadapter/user_data/freqaimodels/XGBoostRegressorQuickAdapterV3.py b/quickadapter/user_data/freqaimodels/XGBoostRegressorQuickAdapterV3.py
index 4116bb052f19ca94debc96e406ae56c8d78d1233..f127eb9127762b4ca240adcdd7b243fe3c829a31 100644 (file)
--- a/quickadapter/user_data/freqaimodels/XGBoostRegressorQuickAdapterV3.py
+++ b/quickadapter/user_data/freqaimodels/XGBoostRegressorQuickAdapterV3.py
@@ -342,7 +342,7 @@ class XGBoostRegressorQuickAdapterV3(BaseRegressionModel):
                     self.__optuna_config.get("n_jobs", 1),
                     max(int(self.max_system_threads / 4), 1),
                 ),
-                timeout=self.__optuna_config.get("timeout", 3600),
+                timeout=self.__optuna_config.get("timeout", 7200),
                 gc_after_trial=True,
             )
         except Exception as e:
@@ -430,7 +430,7 @@ class XGBoostRegressorQuickAdapterV3(BaseRegressionModel):
                     self.__optuna_config.get("n_jobs", 1),
                     max(int(self.max_system_threads / 4), 1),
                 ),
-                timeout=self.__optuna_config.get("timeout", 3600),
+                timeout=self.__optuna_config.get("timeout", 7200),
                 gc_after_trial=True,
             )
         except Exception as e: