diff --git a/paddle/fluid/framework/operator.cc b/paddle/fluid/framework/operator.cc
index 42095c7bdc3e26bae2b80436af2f487a79aedb45..72dec87847b7be52c6b582eb9bf1859df6adcd2e 100644
--- a/paddle/fluid/framework/operator.cc
+++ b/paddle/fluid/framework/operator.cc
@@ -167,7 +167,7 @@ void OperatorBase::Run(const Scope& scope, const platform::Place& place) {
     }
 
     {
-      platform::RecordEvent record_event(Type() + "_op");
+      platform::RecordEvent record_event(Type());
       RunImpl(scope, place);
     }
 
@@ -950,7 +950,7 @@ void OperatorWithKernel::RunImpl(const Scope& scope,
   std::vector<std::string> transfered_inplace_vars;
   Scope* transfer_scope = nullptr;
   {
-    platform::RecordEvent record_event("prepare_data");
+    platform::RecordEvent record_event("prepare_data_inner_op");
     transfer_scope = PrepareData(scope, *kernel_type_, &transfered_inplace_vars,
                                  runtime_ctx);
   }
@@ -963,7 +963,7 @@ void OperatorWithKernel::RunImpl(const Scope& scope,
   }
 
   if (!all_kernels_must_compute_runtime_shape_) {
-    platform::RecordEvent record_event("infer_shape");
+    platform::RecordEvent record_event("infer_shape_inner_op");
     RuntimeInferShapeContext infer_shape_ctx(*this, *runtime_ctx);
     this->InferShape(&infer_shape_ctx);
   }
@@ -975,7 +975,7 @@ void OperatorWithKernel::RunImpl(const Scope& scope,
   // TODO(panyx0718): ExecutionContext should only depend on RuntimeContext
   // not Scope. Imperative mode only pass inputs and get outputs.
   {
-    platform::RecordEvent record_event("compute");
+    platform::RecordEvent record_event("compute_inner_op");
     (*kernel_func_)(ExecutionContext(*this, exec_scope, *dev_ctx, *runtime_ctx,
                                      kernel_configs));
   }
diff --git a/paddle/fluid/platform/profiler.cc b/paddle/fluid/platform/profiler.cc
index a32b89bc4ce02edf4da0fd90598f0b17808191ee..baa5c2743f9d0796173c7fd0c00fb910ba60d77b 100644
--- a/paddle/fluid/platform/profiler.cc
+++ b/paddle/fluid/platform/profiler.cc
@@ -372,12 +372,13 @@ void PrintProfiler(const std::vector<std::vector<EventItem>> &events_table,
       std::vector<std::vector<EventItem>> child_table;
       std::vector<EventItem> table;
       bool do_next = false;
-      std::string op_end_str = "_op";
+      std::string op_end_str = "inner_op";
       for (auto it = child_map.begin(); it != child_map.end(); it++) {
         if (it->first == event_item.name) {
           table.push_back(it->second);
-          do_next = it->second.name.rfind(op_end_str) ==
-                    (it->second.name.length() - op_end_str.length());
+          if (!do_next)
+            do_next = !(it->second.name.rfind(op_end_str) ==
+                        (it->second.name.length() - op_end_str.length()));
         }
       }
       child_table.push_back(table);
@@ -579,6 +580,7 @@ void ParseEvents(const std::vector<std::vector<Event>> &events,
     std::vector<EventItem> event_items;
     std::vector<EventItem> main_event_items;
     std::unordered_map<std::string, int> event_idx;
+    std::multimap<std::string, EventItem> sub_child_map;
 
     for (size_t j = 0; j < (*analyze_events)[i].size(); j++) {
       Event analyze_event = (*analyze_events)[i][j];
@@ -599,7 +601,7 @@ void ParseEvents(const std::vector<std::vector<Event>> &events,
                          (cname[fname.length()] == '/' &&
                           cname.rfind('/') == fname.length());
         if (condition) {
-          child_map.insert(
+          sub_child_map.insert(
               std::pair<std::string, EventItem>(fname, event_items[k]));
           child_index[k] = 1;
         }
@@ -618,9 +620,9 @@ void ParseEvents(const std::vector<std::vector<Event>> &events,
       item.ave_time = item.total_time / item.calls;
       item.ratio = item.total_time / total;
     }
-    for (auto it = child_map.begin(); it != child_map.end(); it++) {
+    for (auto it = sub_child_map.begin(); it != sub_child_map.end(); it++) {
       it->second.ratio = it->second.total_time / total;
-      it->second.ave_time = it->second.ave_time / it->second.calls;
+      it->second.ave_time = it->second.total_time / it->second.calls;
     }
 
     // sort
@@ -636,6 +638,11 @@ void ParseEvents(const std::vector<std::vector<Event>> &events,
                    << "\', which will be ignored in profiling report.";
       ++rit;
     }
+
+    for (auto it = sub_child_map.begin(); it != sub_child_map.end(); it++) {
+      child_map.insert(
+          std::pair<std::string, EventItem>(it->first, it->second));
+    }
   }
 
   // Print report