perf(qav3): continuous optuna HPO by default

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

diff --git a/README.md b/README.md
index 10b21fbc458bf4e614337908537e611f432dd5e9..e58c0f185fe5edd31ea2f3de6c675ba1905a8c2c 100644 (file)
--- a/README.md
+++ b/README.md
@@ -82,8 +82,8 @@ docker compose up -d --build
 | freqai.optuna_hyperopt.enabled | true             | bool | Enables HPO.                                                                    |
 | freqai.optuna_hyperopt.n_jobs | CPU threads / 4  | int >= 1 | Parallel HPO workers.                                                           |
 | freqai.optuna_hyperopt.storage | `file`           | enum {`file`,`sqlite`} | HPO storage backend.                                                            |
-| freqai.optuna_hyperopt.continuous | false            | bool | Continuous HPO.                                                                 |
-| freqai.optuna_hyperopt.warm_start | false            | bool | Warm start HPO with previous best value(s).                                     |
+| freqai.optuna_hyperopt.continuous | true            | bool | Continuous HPO.                                                                 |
+| freqai.optuna_hyperopt.warm_start | true            | bool | Warm start HPO with previous best value(s).                                     |
 | freqai.optuna_hyperopt.n_startup_trials | 15               | int >= 0 | HPO startup trials.                                                             |
 | freqai.optuna_hyperopt.n_trials | 50               | int >= 1 | Maximum HPO trials.                                                             |
 | freqai.optuna_hyperopt.timeout | 7200             | int >= 0 | HPO wall-clock timeout in seconds.                                              |

diff --git a/quickadapter/user_data/freqaimodels/QuickAdapterRegressorV3.py b/quickadapter/user_data/freqaimodels/QuickAdapterRegressorV3.py
index ba671a69dd73ec893af5edfd41468459cecf4017..3d74a789dfa2c4a4d8168327426398dd4d0b3120 100644 (file)
--- a/quickadapter/user_data/freqaimodels/QuickAdapterRegressorV3.py
+++ b/quickadapter/user_data/freqaimodels/QuickAdapterRegressorV3.py
@@ -75,8 +75,8 @@ class QuickAdapterRegressorV3(BaseRegressionModel):
                 max(int(self.max_system_threads / 4), 1),
             ),
             "storage": "file",
-            "continuous": False,
-            "warm_start": False,
+            "continuous": True,
+            "warm_start": True,
             "n_startup_trials": 15,
             "n_trials": 50,
             "timeout": 7200,