diff --git a/mindspore/ccsrc/device/gpu/gpu_kernel_runtime.cc b/mindspore/ccsrc/device/gpu/gpu_kernel_runtime.cc
index b3b364b00c7..7eea5501d5a 100644
--- a/mindspore/ccsrc/device/gpu/gpu_kernel_runtime.cc
+++ b/mindspore/ccsrc/device/gpu/gpu_kernel_runtime.cc
@@ -261,8 +261,7 @@ void GPUKernelRuntime::AllocCommunicationOpDynamicRes(const session::KernelGraph
   auto &kernels = graph->execution_order();
   for (auto &kernel : kernels) {
     MS_EXCEPTION_IF_NULL(kernel);
-    auto kernel_name = AnfAlgo::GetCNodeName(kernel);
-    if (kernel_name == kAllReduceOpName) {
+    if (AnfAlgo::IsCommunicationOp(kernel)) {
       AllocCommunicationOpInputDynamicRes(kernel);
       AllocCommunicationOpOutputDynamicRes(kernel);
     }
@@ -272,27 +271,31 @@ void GPUKernelRuntime::AllocCommunicationOpDynamicRes(const session::KernelGraph
 void GPUKernelRuntime::AllocCommunicationOpInputDynamicRes(const mindspore::AnfNodePtr &kernel) {
   MS_EXCEPTION_IF_NULL(kernel);
   MS_EXCEPTION_IF_NULL(mem_manager_);
+  bool is_need_alloc_memory = false;
+  bool is_need_free_memory = false;
   size_t total_size = 0;
   std::vector<size_t> size_list;
   DeviceAddressPtrList addr_list;
   for (size_t i = 0; i < AnfAlgo::GetInputTensorNum(kernel); ++i) {
     auto device_address = AnfAlgo::GetPrevNodeMutableOutputAddr(kernel, i);
     MS_EXCEPTION_IF_NULL(device_address);
-    // The inputs of communication kernel are not released.
-    if (device_address->ptr_ != nullptr) {
-      MS_LOG(INFO) << "The inputs of communication kernel are not released.";
-      mem_manager_->FreeMemFromMemPool(device_address);
+    if (device_address->ptr_ == nullptr) {
+      is_need_alloc_memory = true;
+    } else {
+      is_need_free_memory = true;
     }
     total_size += device_address->size_;
     size_list.emplace_back(device_address->size_);
     addr_list.emplace_back(device_address);
   }
-  mem_manager_->MallocContinuousMemFromMemPool(addr_list, total_size, size_list);
+  AllocCommunicationOpMemory(is_need_alloc_memory, is_need_free_memory, addr_list, total_size, size_list);
 }
 
 void GPUKernelRuntime::AllocCommunicationOpOutputDynamicRes(const mindspore::AnfNodePtr &kernel) {
   MS_EXCEPTION_IF_NULL(kernel);
   MS_EXCEPTION_IF_NULL(mem_manager_);
+  bool is_need_alloc_memory = false;
+  bool is_need_free_memory = false;
   size_t total_size = 0;
   std::vector<size_t> size_list;
   DeviceAddressPtrList addr_list;
@@ -302,15 +305,33 @@ void GPUKernelRuntime::AllocCommunicationOpOutputDynamicRes(const mindspore::Anf
   for (size_t i = 0; i < output_sizes.size(); ++i) {
     auto device_address = AnfAlgo::GetMutableOutputAddr(kernel, i);
     MS_EXCEPTION_IF_NULL(device_address);
-    // The outputs of communication kernel are not released.
-    if (device_address->ptr_ != nullptr) {
-      MS_LOG(INFO) << "The outputs of communication kernel are not released.";
-      mem_manager_->FreeMemFromMemPool(device_address);
+    if (device_address->ptr_ == nullptr) {
+      is_need_alloc_memory = true;
+    } else {
+      is_need_free_memory = true;
     }
     total_size += output_sizes[i];
     size_list.emplace_back(output_sizes[i]);
     addr_list.emplace_back(device_address);
   }
+  AllocCommunicationOpMemory(is_need_alloc_memory, is_need_free_memory, addr_list, total_size, size_list);
+}
+
+void GPUKernelRuntime::AllocCommunicationOpMemory(bool is_need_alloc_memory, bool is_need_free_memory,
+                                                  const DeviceAddressPtrList addr_list, size_t total_size,
+                                                  std::vector<size_t> size_list) {
+  if (!is_need_alloc_memory) {
+    return;
+  }
+  if (is_need_free_memory) {
+    for (const auto &iter : addr_list) {
+      MS_EXCEPTION_IF_NULL(iter);
+      // Free the inputs/outputs of communication kernel which are not released.
+      if (iter->ptr_ != nullptr) {
+        mem_manager_->FreeMemFromMemPool(iter);
+      }
+    }
+  }
   mem_manager_->MallocContinuousMemFromMemPool(addr_list, total_size, size_list);
 }
 
diff --git a/mindspore/ccsrc/device/gpu/gpu_kernel_runtime.h b/mindspore/ccsrc/device/gpu/gpu_kernel_runtime.h
index 33d4b4be70c..6f0eefc27a5 100644
--- a/mindspore/ccsrc/device/gpu/gpu_kernel_runtime.h
+++ b/mindspore/ccsrc/device/gpu/gpu_kernel_runtime.h
@@ -58,6 +58,9 @@ class GPUKernelRuntime : public KernelRuntime {
   void AllocCommunicationOpDynamicRes(const session::KernelGraph *graph);
   void AllocCommunicationOpInputDynamicRes(const mindspore::AnfNodePtr &kernel);
   void AllocCommunicationOpOutputDynamicRes(const mindspore::AnfNodePtr &kernel);
+  void AllocCommunicationOpMemory(bool is_need_alloc_memory, bool is_need_free_memory,
+                                  const DeviceAddressPtrList addr_list, size_t total_size,
+                                  std::vector<size_t> size_list);
   void FreeKernelDynamicRes(const mindspore::AnfNodePtr &kernel, const AddressPtrList &kernel_workspaces,
                             uint32_t graph_id);
   std::unordered_map<uint32_t, MemReuseUtilPtr> mem_reuse_util_map_;
diff --git a/mindspore/ccsrc/device/memory_manager.cc b/mindspore/ccsrc/device/memory_manager.cc
index dce54495b0e..8dd8dfb5e0b 100644
--- a/mindspore/ccsrc/device/memory_manager.cc
+++ b/mindspore/ccsrc/device/memory_manager.cc
@@ -172,7 +172,7 @@ void MemoryManager::MallocContinuousMemFromMemPool(const DeviceAddressPtrList ad
                                                    std::vector<size_t> size_list) {
   auto device_ptr_list = MallocContinuousMemFromMemPool(total_size, size_list);
   if (addr_list.size() != device_ptr_list.size()) {
-    MS_LOG(EXCEPTION) << "The size of device list is not equal  to the size of address list.";
+    MS_LOG(EXCEPTION) << "The size of device list is not equal to the size of address list.";
   }
   for (size_t i = 0; i < addr_list.size(); i++) {
     MS_EXCEPTION_IF_NULL(device_ptr_list[i]);
diff --git a/mindspore/ccsrc/session/anf_runtime_algorithm.cc b/mindspore/ccsrc/session/anf_runtime_algorithm.cc
index 3d5be5298ae..e1a18d95da0 100644
--- a/mindspore/ccsrc/session/anf_runtime_algorithm.cc
+++ b/mindspore/ccsrc/session/anf_runtime_algorithm.cc
@@ -514,10 +514,6 @@ const DeviceAddress *AnfRuntimeAlgorithm::GetOutputAddr(const AnfNodePtr &node,
       MS_LOG(EXCEPTION) << node->DebugString() << "Invalid nop node";
     }
   }
-  if (output_idx > GetOutputTensorNum(node)) {
-    MS_LOG(EXCEPTION) << "The index [" << output_idx << "] is out of range of the node's output size [ "
-                      << GetOutputTensorNum(node) << "#node:[ " << node->DebugString() << "]";
-  }
   auto kernel_info = node->kernel_info();
   MS_EXCEPTION_IF_NULL(kernel_info);
   auto addr = kernel_info->GetOutputAddr(output_idx);
@@ -539,10 +535,6 @@ DeviceAddressPtr AnfRuntimeAlgorithm::GetMutableOutputAddr(const AnfNodePtr &nod
       MS_LOG(EXCEPTION) << node->DebugString() << "Invalid nop node.";
     }
   }
-  if (output_idx > GetOutputTensorNum(node)) {
-    MS_LOG(EXCEPTION) << "The index [" << output_idx << "] is out of range of the node's output size [ "
-                      << GetOutputTensorNum(node) << "#node:[ " << node->DebugString() << "]";
-  }
   auto kernel_info = node->kernel_info();
   MS_EXCEPTION_IF_NULL(kernel_info);
   auto addr = kernel_info->GetMutableOutputAddr(output_idx);