From 4057e408d8d958fba748c6522957ff8dc867f4d7 Mon Sep 17 00:00:00 2001
From: yanlan song <bell.song@intel.com>
Date: Fri, 1 Apr 2022 11:09:22 +0800
Subject: [PATCH] Bell/shape auto (#11284)

* Fix batchability check of MAX_BATCH_SIZE

* Applied review comment

* clonenetwork in auto

Signed-off-by: fishbell <bell.song@intel.com>

* clone in correct way

Signed-off-by: fishbell <bell.song@intel.com>

Co-authored-by: Taylor Yeonbok Lee <taylor.lee@intel.com>
---
 src/plugins/auto/plugin.cpp | 7 +++++--
 1 file changed, 5 insertions(+), 2 deletions(-)

diff --git a/src/plugins/auto/plugin.cpp b/src/plugins/auto/plugin.cpp
index c5472151fcc..28402109c8e 100644
--- a/src/plugins/auto/plugin.cpp
+++ b/src/plugins/auto/plugin.cpp
@@ -20,7 +20,7 @@
 #include "plugin.hpp"
 #include <ie_algorithm.hpp>
 #include <ie_icore.hpp>
-
+#include <ie_ngraph_utils.hpp>
 #include "itt.hpp"
 // ------------------------------MultiDeviceInferencePlugin----------------------------
 namespace MultiDevicePlugin {
@@ -345,7 +345,10 @@ IExecutableNetworkInternal::Ptr MultiDeviceInferencePlugin::LoadNetworkImpl(cons
              strDevices += ((iter + 1) == supportDevices.end()) ? "" : ",";
              LOG_INFO("[AUTOPLUGIN]:device:%s, priority:%ld", iter->deviceName.c_str(), iter->devicePriority);
         }
-        return std::make_shared<MultiDeviceExecutableNetwork>(modelPath, network, supportDevices, strDevices, this, context, context.needPerfCounters);
+        // clone the network, in case of reshape conflict
+        CNNNetwork clonedNetwork = InferenceEngine::details::cloneNetwork(network);
+
+        return std::make_shared<MultiDeviceExecutableNetwork>(modelPath, clonedNetwork, supportDevices, strDevices, this, context, context.needPerfCounters);
     }
     OV_ITT_SCOPED_TASK(itt::domains::MULTIPlugin, "MultiDeviceInferencePlugin::LoadNetworkImpl:MultiMode");
     if (priorities == fullConfig.end()) {