diff --git a/paddle/fluid/framework/new_executor/interpretercore.cc b/paddle/fluid/framework/new_executor/interpretercore.cc
index 3035f1bcffa47571d4be01162d7b24568c567fe3..cadc3d3e5ef8c59b62acfb3f40113faa2abbc9a3 100644
--- a/paddle/fluid/framework/new_executor/interpretercore.cc
+++ b/paddle/fluid/framework/new_executor/interpretercore.cc
@@ -11,6 +11,14 @@
 // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 // See the License for the specific language governing permissions and
 // limitations under the License.
+
+#if !defined(_WIN32)
+#include <sched.h>
+#else
+#define NOMINMAX
+#include <windows.h>
+#endif  // !_WIN32
+
 #include "paddle/fluid/framework/new_executor/interpretercore.h"
 
 #include <unordered_set>
@@ -255,10 +263,7 @@ void InterpreterCore::Convert() {
   }
 
   for (size_t i = 0; i < vec_instruction_.size(); ++i) {
-    // int device_type = static_cast<int>(paddle::platform::DeviceType::CUDA);
-    // paddle::platform::DeviceOption dev_opt(
-    //     device_type, BOOST_GET_CONST(platform::CUDAPlace, place_).device);
-    gc_event_.emplace_back(place_);
+    gc_event_.emplace_back(place_, platform::GenerateDeviceEventFlag());
 
     std::vector<size_t> vec_temp;
     for (auto& item : vec_instruction_[i].output_index_) {
@@ -450,41 +455,40 @@ void InterpreterCore::CheckGC(size_t instr_id,
 
   if (!garbages_->empty()) {
     if (max_memory_size_ <= 1) {
-#if defined(PADDLE_WITH_CUDA)
-      auto* dev_ctx = reinterpret_cast<platform::CUDADeviceContext*>(
+      gc_event_[instr_id].Record(
           platform::DeviceContextPool::Instance().Get(place));
-      gc_event_[instr_id].Record(dev_ctx);
+      gc_event_[instr_id].SetFininshed();  // Only for CPU Event
       gc_queue_->AddTask(
           [ container = garbages_.release(), event = &gc_event_[instr_id] ]() {
             while (!event->Query()) {
+#if defined(_WIN32)
+              SleepEx(50, FALSE);
+#else
+              sched_yield();
+#endif
               continue;
             }
             delete container;
           });
       garbages_.reset(new GarbageQueue());
-#else
-      delete garbages_.release();
-      garbages_.reset(new GarbageQueue());
-#endif
     } else if (cur_memory_size_ >= max_memory_size_) {
-#if defined(PADDLE_WITH_CUDA)
-      auto* dev_ctx = reinterpret_cast<platform::CUDADeviceContext*>(
+      gc_event_[instr_id].Record(
           platform::DeviceContextPool::Instance().Get(place));
-      gc_event_[instr_id].Record(dev_ctx);
+      gc_event_[instr_id].SetFininshed();  // Only for CPU Event
       gc_queue_->AddTask(
           [ container = garbages_.release(), event = &gc_event_[instr_id] ]() {
             while (!event->Query()) {
+#if defined(_WIN32)
+              SleepEx(50, FALSE);
+#else
+              sched_yield();
+#endif
               continue;
             }
             delete container;
           });
       garbages_.reset(new GarbageQueue());
       cur_memory_size_ = 0;
-#else
-      delete garbages_.release();
-      garbages_.reset(new GarbageQueue());
-      cur_memory_size_ = 0;
-#endif
     }
   }
 }