diff --git a/.idea/workspace.xml b/.idea/workspace.xml
index 027b147..7aa5522 100644
--- a/.idea/workspace.xml
+++ b/.idea/workspace.xml
@@ -2,10 +2,10 @@
 <project version="4">
   <component name="ChangeListManager">
     <list default="true" id="8a8ba9af-e1a4-433a-9968-475192610776" name="Default" comment="">
+      <change type="DELETED" beforePath="$PROJECT_DIR$/cnn/word_accetuation/cnn_dictionary/v5_0/20_epoch.h5" afterPath="" />
+      <change type="DELETED" beforePath="$PROJECT_DIR$/cnn/word_accetuation/cnn_dictionary/v5_0/20_epoch_history.pkl" afterPath="" />
       <change type="MODIFICATION" beforePath="$PROJECT_DIR$/.idea/workspace.xml" afterPath="$PROJECT_DIR$/.idea/workspace.xml" />
-      <change type="MODIFICATION" beforePath="$PROJECT_DIR$/cnn/word_accetuation/cnn_dictionary/cnn.ipynb" afterPath="$PROJECT_DIR$/cnn/word_accetuation/cnn_dictionary/cnn.ipynb" />
-      <change type="MODIFICATION" beforePath="$PROJECT_DIR$/prepare_data.py" afterPath="$PROJECT_DIR$/prepare_data.py" />
-      <change type="MODIFICATION" beforePath="$PROJECT_DIR$/workbench.py" afterPath="$PROJECT_DIR$/workbench.py" />
+      <change type="MODIFICATION" beforePath="$PROJECT_DIR$/cnn/word_accetuation/cnn_dictionary/v5_0/workbench.py" afterPath="$PROJECT_DIR$/cnn/word_accetuation/cnn_dictionary/v5_0/workbench.py" />
     </list>
     <option name="EXCLUDED_CONVERTED_TO_IGNORED" value="true" />
     <option name="TRACKING_ENABLED" value="true" />
@@ -35,8 +35,8 @@
       <file leaf-file-name="prepare_data.py" pinned="false" current-in-tab="false">
         <entry file="file://$PROJECT_DIR$/prepare_data.py">
           <provider selected="true" editor-type-id="text-editor">
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-              <caret line="444" column="40" lean-forward="false" selection-start-line="444" selection-start-column="21" selection-end-line="444" selection-end-column="40" />
+            <state relative-caret-position="-846">
+              <caret line="40" column="27" lean-forward="false" selection-start-line="40" selection-start-column="27" selection-end-line="40" selection-end-column="27" />
               <folding>
                 <element signature="e#24#63#0" expanded="true" />
                 <element signature="e#6821#8109#0" expanded="false" />
@@ -83,11 +83,11 @@
           </provider>
         </entry>
       </file>
-      <file leaf-file-name="workbench.py" pinned="false" current-in-tab="true">
+      <file leaf-file-name="workbench.py" pinned="false" current-in-tab="false">
         <entry file="file://$PROJECT_DIR$/workbench.py">
           <provider selected="true" editor-type-id="text-editor">
-            <state relative-caret-position="306">
-              <caret line="17" column="0" lean-forward="true" selection-start-line="17" selection-start-column="0" selection-end-line="17" selection-end-column="0" />
+            <state relative-caret-position="374">
+              <caret line="45" column="0" lean-forward="false" selection-start-line="45" selection-start-column="0" selection-end-line="45" selection-end-column="0" />
               <folding>
                 <element signature="e#24#63#0" expanded="true" />
               </folding>
@@ -95,6 +95,16 @@
           </provider>
         </entry>
       </file>
+      <file leaf-file-name="workbench.py" pinned="false" current-in-tab="true">
+        <entry file="file://$PROJECT_DIR$/cnn/word_accetuation/cnn_dictionary/v5_0/workbench.py">
+          <provider selected="true" editor-type-id="text-editor">
+            <state relative-caret-position="428">
+              <caret line="69" column="0" lean-forward="true" selection-start-line="69" selection-start-column="0" selection-end-line="69" selection-end-column="0" />
+              <folding />
+            </state>
+          </provider>
+        </entry>
+      </file>
       <file leaf-file-name="notes" pinned="false" current-in-tab="false">
         <entry file="file://$PROJECT_DIR$/notes">
           <provider selected="true" editor-type-id="text-editor">
@@ -227,6 +237,7 @@
         <option value="$PROJECT_DIR$/sloleks_accentuation.py" />
         <option value="$PROJECT_DIR$/prepare_data.py" />
         <option value="$PROJECT_DIR$/workbench.py" />
+        <option value="$PROJECT_DIR$/cnn/word_accetuation/cnn_dictionary/v5_0/workbench.py" />
       </list>
     </option>
   </component>
@@ -263,6 +274,86 @@
               <option name="myItemType" value="com.intellij.ide.projectView.impl.nodes.PsiDirectoryNode" />
             </PATH_ELEMENT>
           </PATH>
+          <PATH>
+            <PATH_ELEMENT>
+              <option name="myItemId" value="accetuation" />
+              <option name="myItemType" value="com.intellij.ide.projectView.impl.nodes.ProjectViewProjectNode" />
+            </PATH_ELEMENT>
+            <PATH_ELEMENT>
+              <option name="myItemId" value="accetuation" />
+              <option name="myItemType" value="com.intellij.ide.projectView.impl.nodes.PsiDirectoryNode" />
+            </PATH_ELEMENT>
+            <PATH_ELEMENT>
+              <option name="myItemId" value="cnn" />
+              <option name="myItemType" value="com.intellij.ide.projectView.impl.nodes.PsiDirectoryNode" />
+            </PATH_ELEMENT>
+          </PATH>
+          <PATH>
+            <PATH_ELEMENT>
+              <option name="myItemId" value="accetuation" />
+              <option name="myItemType" value="com.intellij.ide.projectView.impl.nodes.ProjectViewProjectNode" />
+            </PATH_ELEMENT>
+            <PATH_ELEMENT>
+              <option name="myItemId" value="accetuation" />
+              <option name="myItemType" value="com.intellij.ide.projectView.impl.nodes.PsiDirectoryNode" />
+            </PATH_ELEMENT>
+            <PATH_ELEMENT>
+              <option name="myItemId" value="cnn" />
+              <option name="myItemType" value="com.intellij.ide.projectView.impl.nodes.PsiDirectoryNode" />
+            </PATH_ELEMENT>
+            <PATH_ELEMENT>
+              <option name="myItemId" value="word_accetuation" />
+              <option name="myItemType" value="com.intellij.ide.projectView.impl.nodes.PsiDirectoryNode" />
+            </PATH_ELEMENT>
+          </PATH>
+          <PATH>
+            <PATH_ELEMENT>
+              <option name="myItemId" value="accetuation" />
+              <option name="myItemType" value="com.intellij.ide.projectView.impl.nodes.ProjectViewProjectNode" />
+            </PATH_ELEMENT>
+            <PATH_ELEMENT>
+              <option name="myItemId" value="accetuation" />
+              <option name="myItemType" value="com.intellij.ide.projectView.impl.nodes.PsiDirectoryNode" />
+            </PATH_ELEMENT>
+            <PATH_ELEMENT>
+              <option name="myItemId" value="cnn" />
+              <option name="myItemType" value="com.intellij.ide.projectView.impl.nodes.PsiDirectoryNode" />
+            </PATH_ELEMENT>
+            <PATH_ELEMENT>
+              <option name="myItemId" value="word_accetuation" />
+              <option name="myItemType" value="com.intellij.ide.projectView.impl.nodes.PsiDirectoryNode" />
+            </PATH_ELEMENT>
+            <PATH_ELEMENT>
+              <option name="myItemId" value="cnn_dictionary" />
+              <option name="myItemType" value="com.intellij.ide.projectView.impl.nodes.PsiDirectoryNode" />
+            </PATH_ELEMENT>
+          </PATH>
+          <PATH>
+            <PATH_ELEMENT>
+              <option name="myItemId" value="accetuation" />
+              <option name="myItemType" value="com.intellij.ide.projectView.impl.nodes.ProjectViewProjectNode" />
+            </PATH_ELEMENT>
+            <PATH_ELEMENT>
+              <option name="myItemId" value="accetuation" />
+              <option name="myItemType" value="com.intellij.ide.projectView.impl.nodes.PsiDirectoryNode" />
+            </PATH_ELEMENT>
+            <PATH_ELEMENT>
+              <option name="myItemId" value="cnn" />
+              <option name="myItemType" value="com.intellij.ide.projectView.impl.nodes.PsiDirectoryNode" />
+            </PATH_ELEMENT>
+            <PATH_ELEMENT>
+              <option name="myItemId" value="word_accetuation" />
+              <option name="myItemType" value="com.intellij.ide.projectView.impl.nodes.PsiDirectoryNode" />
+            </PATH_ELEMENT>
+            <PATH_ELEMENT>
+              <option name="myItemId" value="cnn_dictionary" />
+              <option name="myItemType" value="com.intellij.ide.projectView.impl.nodes.PsiDirectoryNode" />
+            </PATH_ELEMENT>
+            <PATH_ELEMENT>
+              <option name="myItemId" value="v5_0" />
+              <option name="myItemType" value="com.intellij.ide.projectView.impl.nodes.PsiDirectoryNode" />
+            </PATH_ELEMENT>
+          </PATH>
         </subPane>
       </pane>
       <pane id="Scratches" />
@@ -584,16 +675,6 @@
     <watches-manager />
   </component>
   <component name="editorHistoryManager">
-    <entry file="file://$PROJECT_DIR$/theano_tutorial/test.py">
-      <provider selected="true" editor-type-id="text-editor">
-        <state relative-caret-position="1368">
-          <caret line="76" column="6" lean-forward="false" selection-start-line="76" selection-start-column="2" selection-end-line="76" selection-end-column="6" />
-          <folding>
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     <entry file="file://$PROJECT_DIR$/theano_tutorial/logistic_regression.py">
       <provider selected="true" editor-type-id="text-editor">
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@@ -845,14 +926,6 @@
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       </provider>
     </entry>
-    <entry file="file://$PROJECT_DIR$/workbench.xrsl">
-      <provider selected="true" editor-type-id="text-editor">
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     <entry file="file://$PROJECT_DIR$/tex_hyphenation.py">
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@@ -930,8 +1003,8 @@
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     <entry file="file://$PROJECT_DIR$/prepare_data.py">
       <provider selected="true" editor-type-id="text-editor">
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-          <caret line="444" column="40" lean-forward="false" selection-start-line="444" selection-start-column="21" selection-end-line="444" selection-end-column="40" />
+        <state relative-caret-position="-846">
+          <caret line="40" column="27" lean-forward="false" selection-start-line="40" selection-start-column="27" selection-end-line="40" selection-end-column="27" />
           <folding>
             <element signature="e#24#63#0" expanded="true" />
             <element signature="e#6821#8109#0" expanded="false" />
@@ -945,15 +1018,31 @@
         </state>
       </provider>
     </entry>
+    <entry file="file://$PROJECT_DIR$/workbench.xrsl">
+      <provider selected="true" editor-type-id="text-editor">
+        <state relative-caret-position="216">
+          <caret line="12" column="14" lean-forward="false" selection-start-line="12" selection-start-column="14" selection-end-line="12" selection-end-column="14" />
+          <folding />
+        </state>
+      </provider>
+    </entry>
     <entry file="file://$PROJECT_DIR$/workbench.py">
       <provider selected="true" editor-type-id="text-editor">
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-          <caret line="17" column="0" lean-forward="true" selection-start-line="17" selection-start-column="0" selection-end-line="17" selection-end-column="0" />
+        <state relative-caret-position="374">
+          <caret line="45" column="0" lean-forward="false" selection-start-line="45" selection-start-column="0" selection-end-line="45" selection-end-column="0" />
           <folding>
             <element signature="e#24#63#0" expanded="true" />
           </folding>
         </state>
       </provider>
     </entry>
+    <entry file="file://$PROJECT_DIR$/cnn/word_accetuation/cnn_dictionary/v5_0/workbench.py">
+      <provider selected="true" editor-type-id="text-editor">
+        <state relative-caret-position="428">
+          <caret line="69" column="0" lean-forward="true" selection-start-line="69" selection-start-column="0" selection-end-line="69" selection-end-column="0" />
+          <folding />
+        </state>
+      </provider>
+    </entry>
   </component>
 </project>
\ No newline at end of file