diff --git a/.idea/workspace.xml b/.idea/workspace.xml
index 6180ca0..e693b86 100644
--- a/.idea/workspace.xml
+++ b/.idea/workspace.xml
@@ -3,6 +3,7 @@
   <component name="ChangeListManager">
     <list default="true" id="0aedafd8-e57e-462a-beda-65af0b91f3df" name="Default Changelist" comment="">
       <change beforePath="$PROJECT_DIR$/.idea/workspace.xml" beforeDir="false" afterPath="$PROJECT_DIR$/.idea/workspace.xml" afterDir="false" />
+      <change beforePath="$PROJECT_DIR$/Dockerfile" beforeDir="false" afterPath="$PROJECT_DIR$/Dockerfile" afterDir="false" />
     </list>
     <ignored path="$PROJECT_DIR$/out/" />
     <option name="EXCLUDED_CONVERTED_TO_IGNORED" value="true" />
@@ -45,18 +46,18 @@
       </usages-collector>
       <usages-collector id="statistics.file.extensions.edit">
         <counts>
-          <entry key="Dockerfile" value="75" />
+          <entry key="Dockerfile" value="81" />
           <entry key="md" value="104" />
-          <entry key="py" value="2423" />
+          <entry key="py" value="2428" />
           <entry key="sh" value="5" />
         </counts>
       </usages-collector>
       <usages-collector id="statistics.file.types.edit">
         <counts>
           <entry key="Bash" value="5" />
-          <entry key="Dockerfile" value="75" />
+          <entry key="Dockerfile" value="81" />
           <entry key="Markdown" value="104" />
-          <entry key="Python" value="2423" />
+          <entry key="Python" value="2428" />
         </counts>
       </usages-collector>
     </session>
@@ -88,11 +89,11 @@
           </provider>
         </entry>
       </file>
-      <file pinned="false" current-in-tab="true">
+      <file pinned="false" current-in-tab="false">
         <entry file="file://$PROJECT_DIR$/train.py">
           <provider selected="true" editor-type-id="text-editor">
-            <state relative-caret-position="270">
-              <caret line="20" column="28" selection-start-line="20" selection-start-column="4" selection-end-line="20" selection-end-column="28" />
+            <state relative-caret-position="1320">
+              <caret line="88" column="33" lean-forward="true" selection-start-line="88" selection-start-column="33" selection-end-line="88" selection-end-column="33" />
               <folding>
                 <element signature="e#0#28#0" expanded="true" />
               </folding>
@@ -112,11 +113,11 @@
           </provider>
         </entry>
       </file>
-      <file pinned="false" current-in-tab="false">
+      <file pinned="false" current-in-tab="true">
         <entry file="file://$PROJECT_DIR$/Dockerfile">
           <provider selected="true" editor-type-id="text-editor">
-            <state relative-caret-position="210">
-              <caret line="14" column="34" lean-forward="true" selection-start-line="14" selection-start-column="34" selection-end-line="14" selection-end-column="34" />
+            <state relative-caret-position="180">
+              <caret line="12" column="58" selection-start-line="12" selection-start-column="58" selection-end-line="12" selection-end-column="58" />
             </state>
           </provider>
         </entry>
@@ -174,13 +175,13 @@
         <option value="$PROJECT_DIR$/test.py" />
         <option value="$PROJECT_DIR$/model/model_tensorflow.py" />
         <option value="$PROJECT_DIR$/requirements.txt" />
-        <option value="$PROJECT_DIR$/Dockerfile" />
         <option value="$PROJECT_DIR$/bootstrap.sh" />
         <option value="$PROJECT_DIR$/README.md" />
         <option value="$PROJECT_DIR$/main.py" />
         <option value="$PROJECT_DIR$/model_tensorflow.py" />
         <option value="$PROJECT_DIR$/serve.py" />
         <option value="$PROJECT_DIR$/train.py" />
+        <option value="$PROJECT_DIR$/Dockerfile" />
       </list>
     </option>
   </component>
@@ -223,7 +224,7 @@
   <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="1588356880775" />
+    <property name="com.android.tools.idea.instantapp.provision.ProvisionBeforeRunTaskProvider.myTimeStamp" value="1588357220201" />
     <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" />
@@ -264,12 +265,12 @@
       <option name="presentableId" value="Default" />
       <updated>1588152877746</updated>
       <workItem from="1588152880522" duration="16973000" />
-      <workItem from="1588319878551" duration="16036000" />
+      <workItem from="1588319878551" duration="16300000" />
     </task>
     <servers />
   </component>
   <component name="TimeTrackingManager">
-    <option name="totallyTimeSpent" value="33009000" />
+    <option name="totallyTimeSpent" value="33273000" />
   </component>
   <component name="ToolWindowManager">
     <frame x="0" y="0" width="1280" height="800" extended-state="0" />
@@ -280,10 +281,10 @@
       <window_info id="Capture Tool" order="2" />
       <window_info id="Favorites" order="3" side_tool="true" />
       <window_info id="Image Layers" order="4" />
-      <window_info active="true" content_ui="combo" id="Project" order="5" sideWeight="0.49898168" visible="true" weight="0.2536349" />
+      <window_info content_ui="combo" id="Project" order="5" sideWeight="0.49898168" visible="true" weight="0.2536349" />
       <window_info id="Structure" order="6" sideWeight="0.50101835" side_tool="true" weight="0.24959612" />
       <window_info anchor="bottom" id="Version Control" order="0" />
-      <window_info anchor="bottom" id="Terminal" order="1" visible="true" weight="0.32739726" />
+      <window_info active="true" anchor="bottom" id="Terminal" order="1" visible="true" weight="0.32739726" />
       <window_info anchor="bottom" id="Event Log" order="2" side_tool="true" />
       <window_info anchor="bottom" id="Database Changes" order="3" show_stripe_button="false" />
       <window_info anchor="bottom" id="Docker" order="4" show_stripe_button="false" />
@@ -338,13 +339,6 @@
         </state>
       </provider>
     </entry>
-    <entry file="file://$PROJECT_DIR$/Dockerfile">
-      <provider selected="true" editor-type-id="text-editor">
-        <state relative-caret-position="210">
-          <caret line="14" column="34" lean-forward="true" selection-start-line="14" selection-start-column="34" selection-end-line="14" selection-end-column="34" />
-        </state>
-      </provider>
-    </entry>
     <entry file="file://$PROJECT_DIR$/README.md">
       <provider selected="true" editor-type-id="split-provider[text-editor;markdown-preview-editor]">
         <state split_layout="SPLIT">
@@ -395,14 +389,21 @@
     </entry>
     <entry file="file://$PROJECT_DIR$/train.py">
       <provider selected="true" editor-type-id="text-editor">
-        <state relative-caret-position="270">
-          <caret line="20" column="28" selection-start-line="20" selection-start-column="4" selection-end-line="20" selection-end-column="28" />
+        <state relative-caret-position="1320">
+          <caret line="88" column="33" lean-forward="true" selection-start-line="88" selection-start-column="33" selection-end-line="88" selection-end-column="33" />
           <folding>
             <element signature="e#0#28#0" expanded="true" />
           </folding>
         </state>
       </provider>
     </entry>
+    <entry file="file://$PROJECT_DIR$/Dockerfile">
+      <provider selected="true" editor-type-id="text-editor">
+        <state relative-caret-position="180">
+          <caret line="12" column="58" selection-start-line="12" selection-start-column="58" selection-end-line="12" selection-end-column="58" />
+        </state>
+      </provider>
+    </entry>
   </component>
   <component name="masterDetails">
     <states>
diff --git a/Dockerfile b/Dockerfile
index 7ffcbf0..d9a5e0b 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -10,7 +10,7 @@ RUN apt update && \
 	apt install -y git vim httpie && \
 	rm -rf /var/lib/apt/lists/*
 
-RUN pip3 install pandas sklearn tensorflow-gpu==1.14
+RUN pip3 install pandas sklearn tensorflow-gpu==1.14 keras
 
 ADD bootstrap.sh /etc/bootstrap.sh
 
diff --git a/train.py b/train.py
index 0668898..f09f7b5 100644
--- a/train.py
+++ b/train.py
@@ -73,6 +73,7 @@ def fit_lstm(train, batch_size, nb_epoch, neurons):
 	model.add(Dense(1))
 	model.compile(loss='mean_squared_error', optimizer='adam')
 	for i in range(nb_epoch):
+		print("Epoch {}/{}".format(i, nb_epoch))
 		model.fit(X, y, epochs=1, batch_size=batch_size, verbose=0, shuffle=False)
 		model.reset_states()
 	return model