diff --git a/ge/graph/manager/graph_var_manager.cc b/ge/graph/manager/graph_var_manager.cc
index 5d440f00..5ec70691 100755
--- a/ge/graph/manager/graph_var_manager.cc
+++ b/ge/graph/manager/graph_var_manager.cc
@@ -542,11 +542,7 @@ ge::Status VarManager::AssignVarMem(const std::string &var_name, const ge::GeTen
     GELOGE(ge::INTERNAL_ERROR, "MemResource is invalid, memory_type = %u.", memory_type);
     return ge::INTERNAL_ERROR;
   }
-  result = mem_resource->AssignVarMem(var_name, tensor_desc_size, session_id_, mem_offset);
-  if (result != SUCCESS) {
-    GELOGE(ge::INTERNAL_ERROR, "AssignVarMem by offset failed.");
-    return ge::INTERNAL_ERROR;
-  }
+
   if (var_resource_ == nullptr) {
     REPORT_INNER_ERROR("E19999", "VarManager has not been init, memory_type:%d, session_id:%lu, "
                        "check invalid", memory_type, session_id_);
@@ -554,31 +550,46 @@ ge::Status VarManager::AssignVarMem(const std::string &var_name, const ge::GeTen
     return ge::INTERNAL_ERROR;
   }
 
-  result = var_resource_->SaveVarAddr(
-    var_name, tensor_desc, reinterpret_cast<uint8_t *>(static_cast<uintptr_t>(mem_offset)), memory_type);
-  if (result != SUCCESS) {
-    GELOGE(ge::INTERNAL_ERROR, "AssignVarMem by offset failed.");
-    return ge::INTERNAL_ERROR;
+  ge::GeTensorDesc cur_tensor_desc;
+  int64_t cur_tensor_desc_size = 0;
+  result = var_resource_->GetCurVarDesc(var_name, cur_tensor_desc);
+  // reuse old format variable memory
+  if (result == SUCCESS) {
+    result = var_resource_->GetVarAddr(
+      var_name, tensor_desc, reinterpret_cast<uint8_t **>(reinterpret_cast<uintptr_t>(&mem_offset)), memory_type);
+    if (result == SUCCESS) {
+      result = TensorUtils::GetSize(cur_tensor_desc, cur_tensor_desc_size);
+      GELOGD("tensor_desc_size is %ld, cur_tensor_desc_size is %ld, memoffset is %zu", tensor_desc_size,
+             cur_tensor_desc_size, mem_offset);
+    }
   }
 
-  result = var_resource_->GetVarAddr(
-    var_name, tensor_desc, reinterpret_cast<uint8_t **>(reinterpret_cast<uintptr_t>(&mem_offset)), memory_type);
-  if (result != SUCCESS) {
-    GELOGE(ge::INTERNAL_ERROR, "GetVarAddr by offset failed.");
-    return ge::INTERNAL_ERROR;
-  }
+  bool can_not_reuse_old_memory = (result != SUCCESS) || (tensor_desc_size > cur_tensor_desc_size);
+  if (can_not_reuse_old_memory) {
+    result = mem_resource->AssignVarMem(var_name, tensor_desc_size, session_id_, mem_offset);
+    if (result != SUCCESS) {
+      GELOGE(ge::INTERNAL_ERROR, "AssignVarMem by offset failed.");
+      return ge::INTERNAL_ERROR;
+    }
 
-  ge::GeTensorDesc cur_tensor_desc;
+    result = var_resource_->SaveVarAddr(
+      var_name, tensor_desc, reinterpret_cast<uint8_t *>(static_cast<uintptr_t>(mem_offset)), memory_type);
+    if (result != SUCCESS) {
+      GELOGE(ge::INTERNAL_ERROR, "AssignVarMem by offset failed.");
+      return ge::INTERNAL_ERROR;
+    }
+  }
+  // old not exist only save new tensor
   result = var_resource_->GetCurVarDesc(var_name, cur_tensor_desc);
   if (result != SUCCESS) {
     var_resource_->SetVarAddr(var_name, tensor_desc,
                               reinterpret_cast<uint8_t *>(static_cast<uintptr_t>(mem_offset)), memory_type);
     return SUCCESS;
   }
-
-  if (cur_tensor_desc.GetFormat() != tensor_desc.GetFormat() ||
-      cur_tensor_desc.GetDataType() != tensor_desc.GetDataType() ||
-      cur_tensor_desc.GetShape().GetDims() != tensor_desc.GetShape().GetDims()) {
+  bool format_changed = cur_tensor_desc.GetFormat() != tensor_desc.GetFormat() ||
+                        cur_tensor_desc.GetDataType() != tensor_desc.GetDataType() ||
+                        cur_tensor_desc.GetShape().GetDims() != tensor_desc.GetShape().GetDims();
+  if (format_changed) {
     GELOGI("var %s assigned new memory (format, data type, shape)  (%s, %s, %zu) from (%s, %s, %zu)", var_name.c_str(),
            ge::TypeUtils::DataTypeToSerialString(tensor_desc.GetDataType()).c_str(),
            ge::TypeUtils::FormatToSerialString(tensor_desc.GetFormat()).c_str(),