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															@@ -220,28 +220,7 @@ class Main(object): 
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															             self.train_result_dict["speed"].append(epoch_speed) 
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															             self.train_result_dict["speed"].append(epoch_speed) 
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															             model_dir = "{}/{}".format(save_model_path, epoch) 
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															             model_dir = "{}/{}".format(save_model_path, epoch) 
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															-            if paddle.distributed.get_rank() == 0: 
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															-                # 1. 确保所有 worker 同步 
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															-                fleet.barrier_worker() 
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															-                 
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															-                # 2. 获取主程序 
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															-                main_program = paddle.static.default_main_program() 
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															-                 
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															-                # 3. 使用 paddle.static.save_inference_model 替代 fleet.save_inference_model 
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															-                paddle.static.save_inference_model( 
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															-                    model_dir, 
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															-                    [feed.name for feed in self.inference_feed_var], 
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															-                    self.inference_target_var, 
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															-                    self.exe, 
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															-                    program=main_program,  # 使用 fleet 的主程序 
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															-                    export_for_deployment=True  # 保存为新格式 
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															-                ) 
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															-                 
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															-                # 4. 再次同步确保保存完成 
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															-                fleet.barrier_worker() 
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															-            """ 
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															             if is_distributed_env(): 
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															             if is_distributed_env(): 
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															                 fleet.save_inference_model( 
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															                 fleet.save_inference_model( 
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															                     self.exe, model_dir, 
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															                     self.exe, model_dir, 
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															@@ -253,7 +232,7 @@ class Main(object): 
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															                     model_dir, 
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															                     model_dir, 
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															                     [feed.name for feed in self.inference_feed_var], 
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															                     [feed.name for feed in self.inference_feed_var], 
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															                     [self.inference_target_var], self.exe) 
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															                     [self.inference_target_var], self.exe) 
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															-            """ 
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															         if reader_type == "InmemoryDataset": 
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															         if reader_type == "InmemoryDataset": 
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															             self.reader.release_memory() 
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															             self.reader.release_memory() 
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