diff --git a/.idea/workspace.xml b/.idea/workspace.xml
index c43bd9f..eb6c4bd 100644
--- a/.idea/workspace.xml
+++ b/.idea/workspace.xml
@@ -226,7 +226,7 @@
   <component name="PropertiesComponent">
     <property name="WebServerToolWindowFactoryState" value="false" />
     <property name="aspect.path.notification.shown" value="true" />
-    <property name="com.android.tools.idea.instantapp.provision.ProvisionBeforeRunTaskProvider.myTimeStamp" value="1588388986075" />
+    <property name="com.android.tools.idea.instantapp.provision.ProvisionBeforeRunTaskProvider.myTimeStamp" value="1588389081749" />
     <property name="go.gopath.indexing.explicitly.defined" value="true" />
     <property name="nodejs_interpreter_path.stuck_in_default_project" value="undefined stuck path" />
     <property name="nodejs_npm_path_reset_for_default_project" value="true" />
diff --git a/train.py b/train.py
index dfc06b9..b87163a 100644
--- a/train.py
+++ b/train.py
@@ -104,7 +104,7 @@ def experiment(repeats, series, seed):
 		t2 = test.shape[0] % batch_size
 
 		train_trimmed = train_scaled[train_scaled.shape[0] - t1 * batch_size:, :]
-		lstm_model = fit_lstm(train_trimmed, batch_size, 3000, 4)
+		lstm_model = fit_lstm(train_trimmed, batch_size, 50, 4)
 		# forecast the entire training dataset to build up state for forecasting
 		print(train_trimmed)
 		print(train_trimmed[:, 0])