rerun

app.py

@@ -488,37 +488,6 @@ class ExplainerCheckbox(Component):
     def get_str_ppid(self, pp_obj):
         return pp_obj.pooling_fn.__class__.__name__ + pp_obj.normalization_fn.__class__.__name__
 
-    @spaces.GPU
-    def optimize(self):
-        data_id = self.gallery.selected_index
-        
-        opt_output = self.experiment.optimize(
-            data_ids=data_id.value,
-            explainer_id=self.default_exp_id,
-            metric_id=self.obj_metric,
-            direction='maximize',
-            sampler=SAMPLE_METHOD,
-            n_trials=OPT_N_TRIALS,
-        )
-        
-        str_id = self.get_str_ppid(opt_output.postprocessor)
-        for pp_obj, pp_id in zip(*self.experiment.manager.get_postprocessors()):
-            if self.get_str_ppid(pp_obj) == str_id:
-                opt_postprocessor_id = pp_id
-                break
-
-        opt_explainer_id = max([x['id'] for x in self.groups.info]) + 1
-        opt_output.explainer.model = self.experiment.model
-        self.experiment.manager._explainers.append(opt_output.explainer)
-        self.experiment.manager._explainer_ids.append(opt_explainer_id)
-        self.groups.insert_check(self.explainer_name, opt_explainer_id, opt_postprocessor_id)
-        self.optimal_exp_id = opt_explainer_id
-        checkbox = gr.update(label="Optimized Parameter (Optimal)", interactive=True)
-        bttn = gr.update(value="Optimized", variant="secondary")
-
-        return [checkbox, bttn]
-
-
     def default_on_select(self, evt: gr.EventData):
         self.groups.update_check(self.default_exp_id, evt._data['value'])