diff --git a/codeGenerator/local_search.py b/codeGenerator/local_search.py
index 6e0e311..893a7e7 100644
--- a/codeGenerator/local_search.py
+++ b/codeGenerator/local_search.py
@@ -22,15 +22,15 @@ def conv_layer_perf(n, m, r, s, k, Tn, Tm, P_const, Tr, Tc):
     lat_read = math.ceil((min(Tn, n)/float(8))) * ((Tr-1)*s + k) * ((Tr-1)*s + k)
     # lat_read = 0
     if n == 3:
-        lat_com = Tr * Tc * math.ceil(k*2)
+        lat_com = Tr * Tc * math.ceil(k*k/2)
     else:
         lat_com = Tr * Tc * k * k
 
-    lat_out = math.ceil(Tm/float(8)) * math.ceil(Tr/2) * math.ceil(Tc/2)
+    lat_out = math.ceil(Tm/float(8)) * math.ceil(Tr) * math.ceil(Tc)
     # lat_out = 0
     # tmp = R_iter * R_iter * M_iter * (lat_read + N_iter*lat_com + lat_out)
     # tmp = R_iter * R_iter * M_iter * N_iter * lat_com
-    tmp = R_iter * R_iter * M_iter * ((N_iter + 1) * max(lat_read, lat_com) + lat_out)
+    tmp = R_iter * R_iter * M_iter * (lat_read + (N_iter) * max(lat_read, lat_com) + lat_out)
 
     return tmp
 
@@ -76,7 +76,7 @@ def conv_net_perf(N, M, R, S, K, flag, Tn, Tm, P_const, Tr, Tc):
     for j in range(0, int(len(N))):
         if flag[j] == True:
             tmp += conv_layer_perf(N[j], M[j], R[j], S[j], K[j], Tn, Tm, P_const, Tr, Tc)
-            tmp += pool_layer_perf(M[j], R[j], K[j], Tm, P_const)
+            # tmp += pool_layer_perf(M[j], R[j], K[j], Tm, P_const)
         else:
             tmp += conv_layer_perf(N[j], M[j], R[j], S[j], K[j], Tn, Tm, P_const, Tr, Tc)
     return tmp
@@ -178,7 +178,7 @@ def per_die_config_dse_multiAcc_flex(sub_conv_N, sub_conv_M, sub_conv_r, sub_con
 
             # k: the index to split the sub_conv_N
             for k in split_sub_net(0, len(sub_conv_N[i]), j):
-                DSP = 6840 / 3 * 2
+                DSP = 6840 / 3
                 dsp_list = []
                 local_cycle_list = []
                 local_pair_list = []
diff --git a/example/test_demo.lenet.multinet/.idea/misc.xml b/example/test_demo.lenet.multinet/.idea/misc.xml
index 6789c22..ebedef3 100644
--- a/example/test_demo.lenet.multinet/.idea/misc.xml
+++ b/example/test_demo.lenet.multinet/.idea/misc.xml
@@ -6,14 +6,4 @@
       <file path="$PROJECT_DIR$/hls_impl" />
     </excludeRoots>
   </component>
-  <component name="ProjectLevelVcsManager" settingsEditedManually="false">
-    <OptionsSetting value="true" id="Add" />
-    <OptionsSetting value="true" id="Remove" />
-    <OptionsSetting value="true" id="Checkout" />
-    <OptionsSetting value="true" id="Update" />
-    <OptionsSetting value="true" id="Status" />
-    <OptionsSetting value="true" id="Edit" />
-    <ConfirmationsSetting value="0" id="Add" />
-    <ConfirmationsSetting value="0" id="Remove" />
-  </component>
 </project>
\ No newline at end of file
diff --git a/example/test_demo.lenet.multinet/.idea/test_demo.iml b/example/test_demo.lenet.multinet/.idea/test_demo.iml
index 4744597..f08604b 100644
--- a/example/test_demo.lenet.multinet/.idea/test_demo.iml
+++ b/example/test_demo.lenet.multinet/.idea/test_demo.iml
@@ -1,15 +1,2 @@
 <?xml version="1.0" encoding="UTF-8"?>
-<module type="CPP_MODULE" version="4">
-  <component name="NewModuleRootManager">
-    <content url="file://$MODULE_DIR$">
-      <excludeFolder url="file://$MODULE_DIR$/hls_impl" />
-    </content>
-    <orderEntry type="sourceFolder" forTests="false" />
-    <orderEntry type="module-library">
-      <library name="Header Search Paths">
-        <CLASSES />
-        <SOURCES />
-      </library>
-    </orderEntry>
-  </component>
-</module>
\ No newline at end of file
+<module classpath="CMake" type="CPP_MODULE" version="4" />
\ No newline at end of file
diff --git a/example/test_demo.lenet.multinet/.idea/workspace.xml b/example/test_demo.lenet.multinet/.idea/workspace.xml
index a3cb48b..9f57296 100644
--- a/example/test_demo.lenet.multinet/.idea/workspace.xml
+++ b/example/test_demo.lenet.multinet/.idea/workspace.xml
@@ -1,19 +1,18 @@
 <?xml version="1.0" encoding="UTF-8"?>
 <project version="4">
-  <component name="CMakeRunConfigurationManager" shouldGenerate="true" assignedExecutableTargets="true" buildAllGenerated="true">
-    <generated>
-      <config projectName="test_demo" targetName="test_demo" />
-    </generated>
+  <component name="CMakeRunConfigurationManager" shouldGenerate="true" shouldDeleteObsolete="true" buildAllGenerated="true">
+    <generated />
   </component>
-  <component name="CMakeSettings" AUTO_RELOAD="false" GENERATION_PASS_SYSTEM_ENVIRONMENT="true">
-    <ADDITIONAL_GENERATION_ENVIRONMENT>
-      <envs />
-    </ADDITIONAL_GENERATION_ENVIRONMENT>
+  <component name="CMakeSettings">
+    <configurations>
+      <configuration PROFILE_NAME="Debug" CONFIG_NAME="Debug" />
+    </configurations>
   </component>
   <component name="ChangeListManager">
     <list default="true" id="7902d2fb-6223-4d5c-aa00-10f4cb1227d8" name="Default" comment="" />
     <ignored path="test_demo.iws" />
     <ignored path=".idea/workspace.xml" />
+    <ignored path="$PROJECT_DIR$/cmake-build-debug/" />
     <option name="EXCLUDED_CONVERTED_TO_IGNORED" value="true" />
     <option name="TRACKING_ENABLED" value="true" />
     <option name="SHOW_DIALOG" value="false" />
@@ -24,7 +23,6 @@
   <component name="CreatePatchCommitExecutor">
     <option name="PATCH_PATH" value="" />
   </component>
-  <component name="ExecutionTargetManager" SELECTED_TARGET="default_target" />
   <component name="FavoritesManager">
     <favorites_list name="test_demo" />
   </component>
@@ -33,8 +31,8 @@
       <file leaf-file-name="construct_net.h" pinned="false" current-in-tab="false">
         <entry file="file://$PROJECT_DIR$/inference_net/construct_net.h">
           <provider selected="true" editor-type-id="text-editor">
-            <state relative-caret-position="2268">
-              <caret line="136" column="18" selection-start-line="136" selection-start-column="18" selection-end-line="136" selection-end-column="18" />
+            <state relative-caret-position="2040">
+              <caret line="136" column="18" lean-forward="false" selection-start-line="136" selection-start-column="18" selection-end-line="136" selection-end-column="18" />
               <folding />
             </state>
           </provider>
@@ -43,13 +41,11 @@
       <file leaf-file-name="conv_acc_innerpp.h" pinned="false" current-in-tab="true">
         <entry file="file://$PROJECT_DIR$/inference_net/conv_acc_innerpp.h">
           <provider selected="true" editor-type-id="text-editor">
-            <state relative-caret-position="376">
-              <caret line="333" column="18" selection-start-line="333" selection-start-column="18" selection-end-line="333" selection-end-column="18" />
+            <state relative-caret-position="501">
+              <caret line="327" column="45" lean-forward="true" selection-start-line="327" selection-start-column="45" selection-end-line="327" selection-end-column="45" />
               <folding>
-                <element signature="e#220#346#0" expanded="true" />
                 <element signature="e#6142#9695#0" expanded="false" />
-                <element signature="e#34361#55653#0" expanded="true" />
-                <element signature="e#55741#56542#0" expanded="true" />
+                <element signature="e#34361#55657#0" expanded="true" />
               </folding>
             </state>
           </provider>
@@ -58,8 +54,8 @@
       <file leaf-file-name="config.h" pinned="false" current-in-tab="false">
         <entry file="file://$PROJECT_DIR$/inference_net/config.h">
           <provider selected="true" editor-type-id="text-editor">
-            <state relative-caret-position="558">
-              <caret line="31" column="0" selection-start-line="31" selection-start-column="0" selection-end-line="31" selection-end-column="0" />
+            <state relative-caret-position="465">
+              <caret line="31" column="0" lean-forward="false" selection-start-line="31" selection-start-column="0" selection-end-line="31" selection-end-column="0" />
               <folding>
                 <element signature="e#672#696#0" expanded="true" />
               </folding>
@@ -70,10 +66,10 @@
       <file leaf-file-name="acc_instance.h" pinned="false" current-in-tab="false">
         <entry file="file://$PROJECT_DIR$/inference_net/acc_instance.h">
           <provider selected="true" editor-type-id="text-editor">
-            <state relative-caret-position="216">
-              <caret line="14" column="56" selection-start-line="14" selection-start-column="56" selection-end-line="14" selection-end-column="56" />
+            <state relative-caret-position="180">
+              <caret line="14" column="58" lean-forward="false" selection-start-line="14" selection-start-column="58" selection-end-line="14" selection-end-column="58" />
               <folding>
-                <element signature="e#2340#3459#0" expanded="false" />
+                <element signature="e#2342#3461#0" expanded="false" />
               </folding>
             </state>
           </provider>
@@ -92,8 +88,8 @@
         <option value="$PROJECT_DIR$/ff_test.cpp" />
         <option value="$PROJECT_DIR$/inference_net/config.h" />
         <option value="$PROJECT_DIR$/inference_net/construct_net.h" />
-        <option value="$PROJECT_DIR$/inference_net/acc_instance.h" />
         <option value="$PROJECT_DIR$/inference_net/conv_acc_innerpp.h" />
+        <option value="$PROJECT_DIR$/inference_net/acc_instance.h" />
       </list>
     </option>
   </component>
@@ -104,22 +100,12 @@
     <sorting>DEFINITION_ORDER</sorting>
   </component>
   <component name="OCFindUsagesOptions" text="true" ivars="false" properties="true" derivedClasses="false" />
-  <component name="ProjectFrameBounds">
+  <component name="ProjectFrameBounds" extendedState="6">
     <option name="x" value="65" />
     <option name="y" value="24" />
     <option name="width" value="1855" />
     <option name="height" value="1056" />
   </component>
-  <component name="ProjectLevelVcsManager" settingsEditedManually="false">
-    <OptionsSetting value="true" id="Add" />
-    <OptionsSetting value="true" id="Remove" />
-    <OptionsSetting value="true" id="Checkout" />
-    <OptionsSetting value="true" id="Update" />
-    <OptionsSetting value="true" id="Status" />
-    <OptionsSetting value="true" id="Edit" />
-    <ConfirmationsSetting value="0" id="Add" />
-    <ConfirmationsSetting value="0" id="Remove" />
-  </component>
   <component name="ProjectView">
     <navigator currentView="ProjectPane" proportions="" version="1">
       <flattenPackages />
@@ -135,54 +121,7 @@
       <foldersAlwaysOnTop value="true" />
     </navigator>
     <panes>
-      <pane id="ProjectPane">
-        <subPane>
-          <PATH>
-            <PATH_ELEMENT>
-              <option name="myItemId" value="test_demo.lenet.multinet" />
-              <option name="myItemType" value="com.jetbrains.cidr.projectView.CidrFilesViewHelper$MyProjectTreeStructure$1" />
-            </PATH_ELEMENT>
-          </PATH>
-          <PATH>
-            <PATH_ELEMENT>
-              <option name="myItemId" value="test_demo.lenet.multinet" />
-              <option name="myItemType" value="com.jetbrains.cidr.projectView.CidrFilesViewHelper$MyProjectTreeStructure$1" />
-            </PATH_ELEMENT>
-            <PATH_ELEMENT>
-              <option name="myItemId" value="test_demo.lenet.multinet" />
-              <option name="myItemType" value="com.intellij.ide.projectView.impl.nodes.PsiDirectoryNode" />
-            </PATH_ELEMENT>
-          </PATH>
-          <PATH>
-            <PATH_ELEMENT>
-              <option name="myItemId" value="test_demo.lenet.multinet" />
-              <option name="myItemType" value="com.jetbrains.cidr.projectView.CidrFilesViewHelper$MyProjectTreeStructure$1" />
-            </PATH_ELEMENT>
-            <PATH_ELEMENT>
-              <option name="myItemId" value="test_demo.lenet.multinet" />
-              <option name="myItemType" value="com.intellij.ide.projectView.impl.nodes.PsiDirectoryNode" />
-            </PATH_ELEMENT>
-            <PATH_ELEMENT>
-              <option name="myItemId" value="net_inputs" />
-              <option name="myItemType" value="com.intellij.ide.projectView.impl.nodes.PsiDirectoryNode" />
-            </PATH_ELEMENT>
-          </PATH>
-          <PATH>
-            <PATH_ELEMENT>
-              <option name="myItemId" value="test_demo.lenet.multinet" />
-              <option name="myItemType" value="com.jetbrains.cidr.projectView.CidrFilesViewHelper$MyProjectTreeStructure$1" />
-            </PATH_ELEMENT>
-            <PATH_ELEMENT>
-              <option name="myItemId" value="test_demo.lenet.multinet" />
-              <option name="myItemType" value="com.intellij.ide.projectView.impl.nodes.PsiDirectoryNode" />
-            </PATH_ELEMENT>
-            <PATH_ELEMENT>
-              <option name="myItemId" value="inference_net" />
-              <option name="myItemType" value="com.intellij.ide.projectView.impl.nodes.PsiDirectoryNode" />
-            </PATH_ELEMENT>
-          </PATH>
-        </subPane>
-      </pane>
+      <pane id="ProjectPane" />
     </panes>
   </component>
   <component name="PropertiesComponent">
@@ -195,12 +134,26 @@
       <recent name="$PROJECT_DIR$/inference_net" />
     </key>
   </component>
-  <component name="RunManager" selected="Application.Build All">
-    <configuration default="true" type="CMakeGoogleTestRunConfigurationType" factoryName="Google Test" PASS_PARENT_ENVS_2="true" TEST_MODE="SUITE_TEST">
+  <component name="RunDashboard">
+    <option name="ruleStates">
+      <list>
+        <RuleState>
+          <option name="name" value="ConfigurationTypeDashboardGroupingRule" />
+        </RuleState>
+        <RuleState>
+          <option name="name" value="StatusDashboardGroupingRule" />
+        </RuleState>
+      </list>
+    </option>
+  </component>
+  <component name="RunManager">
+    <configuration name="Build All" type="CMakeRunConfiguration" factoryName="Application" PASS_PARENT_ENVS_2="true" CONFIG_NAME="Debug" EXPLICIT_BUILD_TARGET_NAME="all">
       <envs />
-      <method />
     </configuration>
-    <configuration default="true" type="CMakeRunConfiguration" factoryName="Application" PASS_PARENT_ENVS_2="true" PROJECT_NAME="test_demo" TARGET_NAME="test_demo" CONFIG_NAME="Debug">
+    <configuration default="true" type="CMakeRunConfiguration" factoryName="Application" PASS_PARENT_ENVS_2="true" PROJECT_NAME="Project" TARGET_NAME="test_demo" CONFIG_NAME="Debug">
+      <envs />
+    </configuration>
+    <configuration default="true" type="CMakeGoogleTestRunConfigurationType" factoryName="Google Test" PASS_PARENT_ENVS_2="true" TEST_MODE="SUITE_TEST">
       <envs />
       <method />
     </configuration>
@@ -256,15 +209,6 @@
       <module name="test_demo" />
       <method />
     </configuration>
-    <configuration default="true" type="js.build_tools.gulp" factoryName="Gulp.js">
-      <node-interpreter>project</node-interpreter>
-      <node-options />
-      <gulpfile />
-      <tasks />
-      <arguments />
-      <envs />
-      <method />
-    </configuration>
     <configuration default="true" type="js.build_tools.npm" factoryName="npm">
       <command value="run-script" />
       <scripts />
@@ -377,18 +321,14 @@
       <option name="USE_KEYWORD" value="false" />
       <method />
     </configuration>
-    <configuration default="false" name="Build All" type="CMakeRunConfiguration" factoryName="Application" PASS_PARENT_ENVS_2="true" CONFIG_NAME="Debug" EXPLICIT_BUILD_TARGET_NAME="all">
-      <envs />
-      <method />
-    </configuration>
-    <configuration default="false" name="test_demo" type="CMakeRunConfiguration" factoryName="Application" PASS_PARENT_ENVS_2="true" PROJECT_NAME="test_demo" TARGET_NAME="test_demo" CONFIG_NAME="Debug" RUN_TARGET_PROJECT_NAME="test_demo" RUN_TARGET_NAME="test_demo">
+    <configuration default="true" type="js.build_tools.gulp" factoryName="Gulp.js">
+      <node-interpreter>project</node-interpreter>
+      <node-options />
+      <gulpfile />
+      <tasks />
+      <arguments />
       <envs />
-      <method />
     </configuration>
-    <list size="2">
-      <item index="0" class="java.lang.String" itemvalue="Application.Build All" />
-      <item index="1" class="java.lang.String" itemvalue="Application.test_demo" />
-    </list>
   </component>
   <component name="ShelveChangesManager" show_recycled="false">
     <option name="remove_strategy" value="false" />
@@ -452,11 +392,12 @@
       <workItem from="1536988799412" duration="30356000" />
       <workItem from="1537273980569" duration="1358000" />
       <workItem from="1537331573626" duration="23664000" />
+      <workItem from="1537380787736" duration="1225000" />
     </task>
     <servers />
   </component>
   <component name="TimeTrackingManager">
-    <option name="totallyTimeSpent" value="608713000" />
+    <option name="totallyTimeSpent" value="609938000" />
   </component>
   <component name="TodoView">
     <todo-panel id="selected-file">
@@ -468,29 +409,32 @@
     </todo-panel>
   </component>
   <component name="ToolWindowManager">
-    <frame x="65" y="24" width="1855" height="1056" extended-state="6" />
+    <frame x="0" y="23" width="1440" height="797" extended-state="6" />
     <editor active="true" />
     <layout>
-      <window_info id="Project" active="false" anchor="left" auto_hide="false" internal_type="DOCKED" type="DOCKED" visible="true" show_stripe_button="true" weight="0.14262024" sideWeight="0.5" order="0" side_tool="false" content_ui="combo" />
+      <window_info id="Project" active="false" anchor="left" auto_hide="false" internal_type="DOCKED" type="DOCKED" visible="true" show_stripe_button="true" weight="0.14449213" sideWeight="0.5" order="0" side_tool="false" content_ui="combo" />
       <window_info id="TODO" active="false" anchor="bottom" auto_hide="false" internal_type="DOCKED" type="DOCKED" visible="false" show_stripe_button="true" weight="0.32916668" sideWeight="0.49806523" order="6" side_tool="false" content_ui="tabs" />
-      <window_info id="CMake" active="false" anchor="bottom" auto_hide="false" internal_type="DOCKED" type="DOCKED" visible="false" show_stripe_button="true" weight="0.27291667" sideWeight="0.49585405" order="7" side_tool="false" content_ui="tabs" />
-      <window_info id="LuaJ" active="false" anchor="right" auto_hide="false" internal_type="DOCKED" type="DOCKED" visible="false" show_stripe_button="true" weight="0.32946378" sideWeight="0.5" order="3" side_tool="false" content_ui="tabs" />
+      <window_info id="CMake" active="false" anchor="bottom" auto_hide="false" internal_type="DOCKED" type="DOCKED" visible="false" show_stripe_button="true" weight="0.27207977" sideWeight="0.49585405" order="7" side_tool="false" content_ui="tabs" />
       <window_info id="Event Log" active="false" anchor="bottom" auto_hide="false" internal_type="DOCKED" type="DOCKED" visible="false" show_stripe_button="true" weight="0.32916668" sideWeight="0.5041459" order="8" side_tool="true" content_ui="tabs" />
-      <window_info id="Version Control" active="false" anchor="bottom" auto_hide="false" internal_type="DOCKED" type="DOCKED" visible="false" show_stripe_button="true" weight="0.33" sideWeight="0.5" order="9" side_tool="false" content_ui="tabs" />
+      <window_info id="Run" active="false" anchor="bottom" auto_hide="false" internal_type="DOCKED" type="DOCKED" visible="false" show_stripe_button="true" weight="0.33" sideWeight="0.5" order="2" side_tool="false" content_ui="tabs" />
+      <window_info id="Version Control" active="false" anchor="bottom" auto_hide="false" internal_type="DOCKED" type="DOCKED" visible="false" show_stripe_button="false" weight="0.33" sideWeight="0.5" order="9" side_tool="false" content_ui="tabs" />
       <window_info id="Structure" active="false" anchor="left" auto_hide="false" internal_type="DOCKED" type="DOCKED" visible="false" show_stripe_button="true" weight="0.249309" sideWeight="0.5" order="1" side_tool="false" content_ui="tabs" />
-      <window_info id="Terminal" active="false" anchor="right" auto_hide="false" internal_type="DOCKED" type="DOCKED" visible="true" show_stripe_button="true" weight="0.44499722" sideWeight="0.5" order="4" side_tool="false" content_ui="tabs" />
+      <window_info id="Terminal" active="false" anchor="right" auto_hide="false" internal_type="DOCKED" type="DOCKED" visible="false" show_stripe_button="true" weight="0.4449213" sideWeight="0.5" order="4" side_tool="false" content_ui="tabs" />
+      <window_info id="Debug" active="false" anchor="bottom" auto_hide="false" internal_type="DOCKED" type="DOCKED" visible="false" show_stripe_button="true" weight="0.4" sideWeight="0.5" order="3" side_tool="false" content_ui="tabs" />
       <window_info id="Favorites" active="false" anchor="left" auto_hide="false" internal_type="DOCKED" type="DOCKED" visible="false" show_stripe_button="true" weight="0.33" sideWeight="0.5" order="2" side_tool="true" content_ui="tabs" />
       <window_info id="Cvs" active="false" anchor="bottom" auto_hide="false" internal_type="DOCKED" type="DOCKED" visible="false" show_stripe_button="true" weight="0.25" sideWeight="0.5" order="4" side_tool="false" content_ui="tabs" />
       <window_info id="Message" active="false" anchor="bottom" auto_hide="false" internal_type="DOCKED" type="DOCKED" visible="false" show_stripe_button="true" weight="0.33" sideWeight="0.5" order="0" side_tool="false" content_ui="tabs" />
       <window_info id="Commander" active="false" anchor="right" auto_hide="false" internal_type="DOCKED" type="DOCKED" visible="false" show_stripe_button="true" weight="0.4" sideWeight="0.5" order="0" side_tool="false" content_ui="tabs" />
       <window_info id="Inspection" active="false" anchor="bottom" auto_hide="false" internal_type="DOCKED" type="DOCKED" visible="false" show_stripe_button="true" weight="0.4" sideWeight="0.5" order="5" side_tool="false" content_ui="tabs" />
-      <window_info id="Run" active="false" anchor="bottom" auto_hide="false" internal_type="DOCKED" type="DOCKED" visible="false" show_stripe_button="true" weight="0.33" sideWeight="0.5" order="2" side_tool="false" content_ui="tabs" />
       <window_info id="Hierarchy" active="false" anchor="right" auto_hide="false" internal_type="DOCKED" type="DOCKED" visible="false" show_stripe_button="true" weight="0.25" sideWeight="0.5" order="2" side_tool="false" content_ui="combo" />
+      <window_info id="LuaJ" active="false" anchor="right" auto_hide="false" internal_type="DOCKED" type="DOCKED" visible="false" show_stripe_button="true" weight="0.32946378" sideWeight="0.5" order="3" side_tool="false" content_ui="tabs" />
       <window_info id="Find" active="false" anchor="bottom" auto_hide="false" internal_type="DOCKED" type="DOCKED" visible="false" show_stripe_button="true" weight="0.33" sideWeight="0.5" order="1" side_tool="false" content_ui="tabs" />
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-          <caret line="14" column="0" selection-start-line="14" selection-start-column="0" selection-end-line="14" selection-end-column="0" />
+          <caret line="14" column="0" lean-forward="false" selection-start-line="14" selection-start-column="0" selection-end-line="14" selection-end-column="0" />
         </state>
       </provider>
     </entry>
     <entry file="file://$PROJECT_DIR$/hls_impl/hls_script.tcl">
       <provider selected="true" editor-type-id="text-editor">
         <state relative-caret-position="486">
-          <caret line="27" column="24" selection-start-line="27" selection-start-column="24" selection-end-line="27" selection-end-column="24" />
+          <caret line="27" column="24" lean-forward="false" selection-start-line="27" selection-start-column="24" selection-end-line="27" selection-end-column="24" />
         </state>
       </provider>
     </entry>
     <entry file="file://$PROJECT_DIR$/net_inputs/net_weights.txt">
       <provider selected="true" editor-type-id="text-editor">
         <state relative-caret-position="90">
-          <caret line="5" column="9" selection-start-line="5" selection-start-column="2" selection-end-line="5" selection-end-column="9" />
+          <caret line="5" column="9" lean-forward="false" selection-start-line="5" selection-start-column="2" selection-end-line="5" selection-end-column="9" />
         </state>
       </provider>
     </entry>
     <entry file="file://$PROJECT_DIR$/inference_net/fc_acc_conv.h">
       <provider selected="true" editor-type-id="text-editor">
         <state relative-caret-position="570">
-          <caret line="631" column="23" selection-start-line="631" selection-start-column="23" selection-end-line="631" selection-end-column="23" />
+          <caret line="631" column="23" lean-forward="false" selection-start-line="631" selection-start-column="23" selection-end-line="631" selection-end-column="23" />
         </state>
       </provider>
     </entry>
     <entry file="file://$PROJECT_DIR$/inference_net/max_pool_acc_innerpp.h">
       <provider selected="true" editor-type-id="text-editor">
         <state relative-caret-position="882">
-          <caret line="49" column="20" selection-start-line="49" selection-start-column="20" selection-end-line="49" selection-end-column="20" />
+          <caret line="49" column="20" lean-forward="false" selection-start-line="49" selection-start-column="20" selection-end-line="49" selection-end-column="20" />
         </state>
       </provider>
     </entry>
     <entry file="file://$PROJECT_DIR$/ff_test.cpp">
       <provider selected="true" editor-type-id="text-editor">
         <state relative-caret-position="7128">
-          <caret line="396" column="29" selection-start-line="396" selection-start-column="29" selection-end-line="396" selection-end-column="29" />
+          <caret line="396" column="29" lean-forward="false" selection-start-line="396" selection-start-column="29" selection-end-line="396" selection-end-column="29" />
         </state>
       </provider>
     </entry>
     <entry file="file://$PROJECT_DIR$/inference_net/config.h">
       <provider selected="true" editor-type-id="text-editor">
-        <state relative-caret-position="558">
-          <caret line="31" column="0" selection-start-line="31" selection-start-column="0" selection-end-line="31" selection-end-column="0" />
+        <state relative-caret-position="465">
+          <caret line="31" column="0" lean-forward="false" selection-start-line="31" selection-start-column="0" selection-end-line="31" selection-end-column="0" />
           <folding>
             <element signature="e#672#696#0" expanded="true" />
           </folding>
@@ -879,31 +823,29 @@
     </entry>
     <entry file="file://$PROJECT_DIR$/inference_net/construct_net.h">
       <provider selected="true" editor-type-id="text-editor">
-        <state relative-caret-position="2268">
-          <caret line="136" column="18" selection-start-line="136" selection-start-column="18" selection-end-line="136" selection-end-column="18" />
+        <state relative-caret-position="2040">
+          <caret line="136" column="18" lean-forward="false" selection-start-line="136" selection-start-column="18" selection-end-line="136" selection-end-column="18" />
           <folding />
         </state>
       </provider>
     </entry>
     <entry file="file://$PROJECT_DIR$/inference_net/acc_instance.h">
       <provider selected="true" editor-type-id="text-editor">
-        <state relative-caret-position="216">
-          <caret line="14" column="56" selection-start-line="14" selection-start-column="56" selection-end-line="14" selection-end-column="56" />
+        <state relative-caret-position="180">
+          <caret line="14" column="58" lean-forward="false" selection-start-line="14" selection-start-column="58" selection-end-line="14" selection-end-column="58" />
           <folding>
-            <element signature="e#2340#3459#0" expanded="false" />
+            <element signature="e#2342#3461#0" expanded="false" />
           </folding>
         </state>
       </provider>
     </entry>
     <entry file="file://$PROJECT_DIR$/inference_net/conv_acc_innerpp.h">
       <provider selected="true" editor-type-id="text-editor">
-        <state relative-caret-position="376">
-          <caret line="333" column="18" selection-start-line="333" selection-start-column="18" selection-end-line="333" selection-end-column="18" />
+        <state relative-caret-position="501">
+          <caret line="327" column="45" lean-forward="true" selection-start-line="327" selection-start-column="45" selection-end-line="327" selection-end-column="45" />
           <folding>
-            <element signature="e#220#346#0" expanded="true" />
             <element signature="e#6142#9695#0" expanded="false" />
-            <element signature="e#34361#55653#0" expanded="true" />
-            <element signature="e#55741#56542#0" expanded="true" />
+            <element signature="e#34361#55657#0" expanded="true" />
           </folding>
         </state>
       </provider>
diff --git a/example/test_demo.lenet.multinet/inference_net/acc_instance.h b/example/test_demo.lenet.multinet/inference_net/acc_instance.h
index ba2cc7c..303b338 100644
--- a/example/test_demo.lenet.multinet/inference_net/acc_instance.h
+++ b/example/test_demo.lenet.multinet/inference_net/acc_instance.h
@@ -12,7 +12,7 @@
 
 using namespace std;
 
-conv_acc<data_type, data_type_w, data_type_o, 8, 8, 4, 4, 5, 5, 32, 32, 32> convAcc1;
+conv_acc<data_type, data_type_w, data_type_o, 8, 8, 28, 28, 5, 5, 32, 32, 32> convAcc1;
 
 void conv_layer_acc_1(
         const int N,
diff --git a/example/test_demo.lenet.multinet/inference_net/conv_acc_innerpp.h b/example/test_demo.lenet.multinet/inference_net/conv_acc_innerpp.h
index 9ab7d8c..aadbb6d 100644
--- a/example/test_demo.lenet.multinet/inference_net/conv_acc_innerpp.h
+++ b/example/test_demo.lenet.multinet/inference_net/conv_acc_innerpp.h
@@ -731,16 +731,16 @@ class conv_acc
 #pragma HLS resource variable=out_buf_1 core=XPM_MEMORY uram
 
 #pragma HLS ARRAY_PARTITION variable = in_buf_0 complete dim = 1
-#pragma HLS ARRAY_PARTITION variable = w_buf_0 complete
-//#pragma HLS ARRAY_PARTITION variable = w_buf_0 complete dim = 2
+#pragma HLS ARRAY_PARTITION variable = w_buf_0 complete dim = 1
+#pragma HLS ARRAY_PARTITION variable = w_buf_0 complete dim = 2
 //#pragma HLS ARRAY_PARTITION variable = w_buf_0 complete dim = 4
 #pragma HLS ARRAY_PARTITION variable = b_buf_0 complete
 #pragma HLS ARRAY_PARTITION variable = out_buf_0 complete dim = 1
 //II=4 depth=61 // II=2 Depth=65
 
 #pragma HLS ARRAY_PARTITION variable = in_buf_1 complete dim = 1
-#pragma HLS ARRAY_PARTITION variable = w_buf_1 complete
-//#pragma HLS ARRAY_PARTITION variable = w_buf_1 complete dim = 2
+#pragma HLS ARRAY_PARTITION variable = w_buf_1 complete dim = 1
+#pragma HLS ARRAY_PARTITION variable = w_buf_1 complete dim = 2
 //#pragma HLS ARRAY_PARTITION variable = w_buf_1 complete dim = 4
 #pragma HLS ARRAY_PARTITION variable = b_buf_1 complete
 #pragma HLS ARRAY_PARTITION variable = out_buf_1 complete dim = 1
@@ -783,7 +783,7 @@ class conv_acc
                                             i_data_0, i_data_1, i_data_2, i_data_3, i_data_4, i_data_5, i_data_6, i_data_7,
                                             in_offset, n, r, c, S, K, P, R_IN, C_IN, N);
     //------------------------------compute buffered data -----------------------------------//
-                                conv_engine(in_buf_1, w_buf_1, b_buf_1, out_buf_0, S, n-Tn, N, r, c, K, R_OUT, C_OUT, 0, 0);
+                                conv_iq(in_buf_1, w_buf_1, b_buf_1, out_buf_0, S, n-Tn, N, r, c, K, R_OUT, C_OUT, 0, 0);
                             } else {
     //--------------------------Load input B W D in ping-pong manner-------------------------//
                                 b_buf_load(b_buf_1, layer_bias, bias_offset, m);
@@ -795,7 +795,7 @@ class conv_acc
                                             i_data_0, i_data_1, i_data_2, i_data_3, i_data_4, i_data_5, i_data_6, i_data_7,
                                             in_offset, n, r, c, S, K, P, R_IN, C_IN, N);
     //------------------------------compute buffered data -----------------------------------//
-                                conv_engine(in_buf_0, w_buf_0, b_buf_0, out_buf_0, S, n-Tn, N, r, c, K, R_OUT, C_OUT, 0, 0);
+                                conv_iq(in_buf_0, w_buf_0, b_buf_0, out_buf_0, S, n-Tn, N, r, c, K, R_OUT, C_OUT, 0, 0);
                             }
                             com_0 = !com_0;
 #if _C_DEBUG_MODE_