Initial commit.

.idea/workspace.xml

@@ -2,6 +2,7 @@
 <project version="4">
   <component name="ChangeListManager">
     <list default="true" id="5dd22f22-8223-4d55-99f9-57d1e00622d7" name="Default Changelist" comment="Initial commit.">
+      <change beforePath="$PROJECT_DIR$/.idea/workspace.xml" beforeDir="false" afterPath="$PROJECT_DIR$/.idea/workspace.xml" afterDir="false" />
       <change beforePath="$PROJECT_DIR$/app.py" beforeDir="false" afterPath="$PROJECT_DIR$/app.py" afterDir="false" />
     </list>
     <option name="SHOW_DIALOG" value="false" />
@@ -50,7 +51,7 @@
       <option name="number" value="Default" />
       <option name="presentableId" value="Default" />
       <updated>1647350746642</updated>
-      <workItem from="1647350750956" duration="5444000" />
+      <workItem from="1647350750956" duration="5496000" />
     </task>
     <task id="LOCAL-00001" summary="Initial commit.">
       <created>1647352693910</created>
@@ -129,7 +130,14 @@
       <option name="project" value="LOCAL" />
       <updated>1647356180253</updated>
     </task>
-    <option name="localTasksCounter" value="12" />
+    <task id="LOCAL-00012" summary="Initial commit.">
+      <created>1647356274640</created>
+      <option name="number" value="00012" />
+      <option name="presentableId" value="LOCAL-00012" />
+      <option name="project" value="LOCAL" />
+      <updated>1647356274640</updated>
+    </task>
+    <option name="localTasksCounter" value="13" />
     <servers />
   </component>
   <component name="TypeScriptGeneratedFilesManager">

app.py

@@ -86,13 +86,8 @@ def create_model(resnet=False):
     # TODO: parse hyperparameters
     window_size = variant['inference_kwargs']["window_size"]
     window_stride = variant['inference_kwargs']["window_stride"]
-    dataset_kwargs = variant['dataset_kwargs']
-    net_kwargs = variant["net_kwargs"]
-
-    dataset_kwargs = variant['dataset_kwargs']
 
     net_kwargs = variant["net_kwargs"]
-    net_kwargs['n_cls'] = dataset_kwargs['nlabels']
     if not resnet:
         net_kwargs['decoder']['dropout'] = 0.