From 28d2edf065be33226ea4d9ade4f99e05afce6932 Mon Sep 17 00:00:00 2001
From: Newnius <newnius.cn@gmail.com>
Date: Sat, 2 May 2020 15:00:10 +0800
Subject: [PATCH] update

---
 .idea/workspace.xml | 45 +++++++++++++++++++++------------------------
 train.py            |  2 +-
 2 files changed, 22 insertions(+), 25 deletions(-)

diff --git a/.idea/workspace.xml b/.idea/workspace.xml
index b595be1..6890aed 100644
--- a/.idea/workspace.xml
+++ b/.idea/workspace.xml
@@ -1,9 +1,7 @@
 <?xml version="1.0" encoding="UTF-8"?>
 <project version="4">
   <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" />
-    </list>
+    <list default="true" id="0aedafd8-e57e-462a-beda-65af0b91f3df" name="Default Changelist" comment="" />
     <ignored path="$PROJECT_DIR$/out/" />
     <option name="EXCLUDED_CONVERTED_TO_IGNORED" value="true" />
     <option name="SHOW_DIALOG" value="false" />
@@ -50,7 +48,7 @@
           <entry key="csv" value="9" />
           <entry key="gitignore" value="12" />
           <entry key="md" value="104" />
-          <entry key="py" value="2866" />
+          <entry key="py" value="2886" />
           <entry key="sh" value="5" />
         </counts>
       </usages-collector>
@@ -60,18 +58,18 @@
           <entry key="Dockerfile" value="81" />
           <entry key="Markdown" value="104" />
           <entry key="PLAIN_TEXT" value="21" />
-          <entry key="Python" value="2866" />
+          <entry key="Python" value="2886" />
         </counts>
       </usages-collector>
     </session>
   </component>
   <component name="FileEditorManager">
     <leaf SIDE_TABS_SIZE_LIMIT_KEY="300">
-      <file pinned="false" current-in-tab="true">
+      <file pinned="false" current-in-tab="false">
         <entry file="file://$PROJECT_DIR$/main.py">
           <provider selected="true" editor-type-id="text-editor">
-            <state relative-caret-position="-2203">
-              <caret line="54" column="38" selection-start-line="54" selection-start-column="38" selection-end-line="54" selection-end-column="38" />
+            <state relative-caret-position="302">
+              <caret line="221" column="26" lean-forward="true" selection-start-line="221" selection-start-column="26" selection-end-line="221" selection-end-column="26" />
               <folding>
                 <element signature="e#0#19#0" expanded="true" />
               </folding>
@@ -101,11 +99,11 @@
           </provider>
         </entry>
       </file>
-      <file pinned="false" current-in-tab="false">
+      <file pinned="false" current-in-tab="true">
         <entry file="file://$PROJECT_DIR$/train.py">
           <provider selected="true" editor-type-id="text-editor">
-            <state relative-caret-position="1167">
-              <caret line="87" column="38" lean-forward="true" selection-start-line="87" selection-start-column="38" selection-end-line="87" selection-end-column="38" />
+            <state relative-caret-position="310">
+              <caret line="113" column="59" selection-start-line="113" selection-start-column="59" selection-end-line="113" selection-end-column="59" />
               <folding>
                 <element signature="e#0#28#0" expanded="true" />
               </folding>
@@ -196,11 +194,11 @@
         <option value="$PROJECT_DIR$/model_tensorflow.py" />
         <option value="$PROJECT_DIR$/Dockerfile" />
         <option value="$PROJECT_DIR$/serve.py" />
-        <option value="$PROJECT_DIR$/train.py" />
         <option value="$PROJECT_DIR$/main.py" />
         <option value="$PROJECT_DIR$/.gitignore" />
         <option value="$PROJECT_DIR$/data/data2.csv" />
         <option value="$PROJECT_DIR$/data/data3.csv" />
+        <option value="$PROJECT_DIR$/train.py" />
       </list>
     </option>
   </component>
@@ -243,7 +241,7 @@
   <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="1588402536019" />
+    <property name="com.android.tools.idea.instantapp.provision.ProvisionBeforeRunTaskProvider.myTimeStamp" value="1588402764664" />
     <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" />
@@ -284,16 +282,15 @@
       <option name="presentableId" value="Default" />
       <updated>1588152877746</updated>
       <workItem from="1588152880522" duration="16973000" />
-      <workItem from="1588319878551" duration="28836000" />
+      <workItem from="1588319878551" duration="29019000" />
     </task>
     <servers />
   </component>
   <component name="TimeTrackingManager">
-    <option name="totallyTimeSpent" value="45809000" />
+    <option name="totallyTimeSpent" value="45992000" />
   </component>
   <component name="ToolWindowManager">
     <frame x="0" y="0" width="1280" height="800" extended-state="0" />
-    <editor active="true" />
     <layout>
       <window_info id="Designer" order="0" />
       <window_info id="UI Designer" order="1" />
@@ -424,22 +421,22 @@
         </state>
       </provider>
     </entry>
-    <entry file="file://$PROJECT_DIR$/train.py">
+    <entry file="file://$PROJECT_DIR$/main.py">
       <provider selected="true" editor-type-id="text-editor">
-        <state relative-caret-position="1167">
-          <caret line="87" column="38" lean-forward="true" selection-start-line="87" selection-start-column="38" selection-end-line="87" selection-end-column="38" />
+        <state relative-caret-position="302">
+          <caret line="221" column="26" lean-forward="true" selection-start-line="221" selection-start-column="26" selection-end-line="221" selection-end-column="26" />
           <folding>
-            <element signature="e#0#28#0" expanded="true" />
+            <element signature="e#0#19#0" expanded="true" />
           </folding>
         </state>
       </provider>
     </entry>
-    <entry file="file://$PROJECT_DIR$/main.py">
+    <entry file="file://$PROJECT_DIR$/train.py">
       <provider selected="true" editor-type-id="text-editor">
-        <state relative-caret-position="-2203">
-          <caret line="54" column="38" selection-start-line="54" selection-start-column="38" selection-end-line="54" selection-end-column="38" />
+        <state relative-caret-position="310">
+          <caret line="113" column="59" selection-start-line="113" selection-start-column="59" selection-end-line="113" selection-end-column="59" />
           <folding>
-            <element signature="e#0#19#0" expanded="true" />
+            <element signature="e#0#28#0" expanded="true" />
           </folding>
         </state>
       </provider>
diff --git a/train.py b/train.py
index 8aa6996..2656582 100644
--- a/train.py
+++ b/train.py
@@ -67,7 +67,7 @@ def fit_lstm(train, batch_size2, nb_epoch, neurons):
 	model = Sequential()
 	model.add(LSTM(neurons, batch_input_shape=(batch_size2, X.shape[1], X.shape[2]), stateful=True))
 	model.add(Dense(1))
-	model.compile(loss='mean_squared_error', optimizer='adam')
+	model.compile(loss='mean_squared_error', optimizer=Adam(lr=0.01))
 	for i in range(nb_epoch):
 		print("Epoch {}/{}".format(i, nb_epoch))
 		model.fit(X, y, epochs=1, batch_size=batch_size2, verbose=0, shuffle=False)