Update export and nncf hyperparameters (#2306)

Author: jaegukhyun

otx/algorithms/detection/adapters/mmdet/nncf/task.py

@@ -113,6 +113,6 @@ def _optimize_post_hook(
     def _save_model_post_hook(self, modelinfo):
         if self._recipe_cfg is not None and should_cluster_anchors(self._recipe_cfg):
             modelinfo["anchors"] = {}
-            self._update_anchors(modelinfo["anchors"], self._recipe_cfg.model.bbox_head.anchor_generator)
+            self._update_anchors(modelinfo["anchors"], self.config.model.bbox_head.anchor_generator)
 
         modelinfo["confidence_threshold"] = self.confidence_threshold

otx/algorithms/detection/adapters/mmdet/utils/config_utils.py

@@ -458,7 +458,7 @@ def patch_input_shape(cfg: ConfigDict, deploy_cfg: ConfigDict):
     w, h = size
     logger.info(f"Patching OpenVINO IR input shape: {size}")
     deploy_cfg.ir_config.input_shape = (w, h)
-    deploy_cfg.backend_config.model_inputs = [ConfigDict(opt_shapes=ConfigDict(input=[1, 3, h, w]))]
+    deploy_cfg.backend_config.model_inputs = [ConfigDict(opt_shapes=ConfigDict(input=[-1, 3, h, w]))]
 
 
 def patch_ir_scale_factor(deploy_cfg: ConfigDict, hyper_parameters: DetectionConfig):

tests/unit/algorithms/detection/adapters/mmdet/nncf/test_task.py

@@ -49,6 +49,7 @@ def test_save_model(self, mocker):
                 }
             }
         )
+        self.det_nncf_task.config = self.det_nncf_task._recipe_cfg
         self.det_nncf_task.save_model(self.model)
 
         assert self.model.get_data("weights.pth")