diff --git a/paddle/fluid/train/custom_trainer/feed/accessor/epoch_accessor.cc b/paddle/fluid/train/custom_trainer/feed/accessor/epoch_accessor.cc
index e2e9565f60c7e60770ebfaedc4b7c9d7dd8a0134..cd73f918eaa44fe645a2efc0314bc577e6845864 100755
--- a/paddle/fluid/train/custom_trainer/feed/accessor/epoch_accessor.cc
+++ b/paddle/fluid/train/custom_trainer/feed/accessor/epoch_accessor.cc
@@ -96,6 +96,7 @@ namespace feed {
         std::shared_ptr<TrainerContext> context_ptr) {
         _time_zone_seconds = config["time_zone_seconds"].as<int>();
         _train_time_interval = config["train_time_interval"].as<int>();
+        _checkpoint_time_interval = config["checkpoint_time_interval"].as<int>(3600 * 18); // 默认每18小时dump一个
         CHECK(_train_time_interval > 0 && (_train_time_interval % SecondsPerMin) == 0);
         _train_num_per_day = SecondsPerDay / _train_time_interval;
         return EpochAccessor::initialize(config, context_ptr); 
@@ -123,7 +124,7 @@ namespace feed {
 
     bool TimelyEpochAccessor::is_last_epoch(uint64_t epoch_id) {
         auto delta = delta_id(epoch_id);
-        return delta == _train_num_per_day;
+        return delta == 0; // 最后一个delta恰好整除
     }
  
     uint64_t TimelyEpochAccessor::epoch_time_interval() {
@@ -149,7 +150,7 @@ namespace feed {
                 if (is_last_epoch(epoch_id)) {
                     return true;
                 }
-                return delta_id(epoch_id) % 78 == 0;
+                return delta_id(epoch_id) % (_checkpoint_time_interval / _train_time_interval) == 0;
             case ModelSaveWay::ModelSaveTrainCheckpointBase:
                 return is_last_epoch(epoch_id);
         }
diff --git a/paddle/fluid/train/custom_trainer/feed/accessor/epoch_accessor.h b/paddle/fluid/train/custom_trainer/feed/accessor/epoch_accessor.h
index 9c9f2058b0c30a16a0bf5943bbc30cff71dded79..53df71f3712d5194def0645d482ecac1bdd0121a 100644
--- a/paddle/fluid/train/custom_trainer/feed/accessor/epoch_accessor.h
+++ b/paddle/fluid/train/custom_trainer/feed/accessor/epoch_accessor.h
@@ -103,6 +103,7 @@ private:
     uint32_t _time_zone_seconds;   // 相对UTC时差(秒)
     uint32_t _train_time_interval; // 训练时间间隔(秒)
     uint32_t _train_num_per_day;   // 天级训练总轮数
+    uint32_t _checkpoint_time_interval; // 每隔n秒，dump出CheckPoint
 };
 
 }  // namespace feed