How to convert frozen inference graph or frozen inference graph to SavedModel

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I have a frozen inference graph(frozen_inference_graph.pb) and a checkpoint (model.ckpt.data-00000-of-00001, model.ckpt.index), how to deploy these to Tensorflow serving? serving need SavedModel format, how to convert to it?
I study Tensorflow and found Deeplab v3+ provide PASCAL VOC 2012 model, I run train, eval, visualization on my local PC, but I don't know how to deploy it on serving.






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    I have a frozen inference graph(frozen_inference_graph.pb) and a checkpoint (model.ckpt.data-00000-of-00001, model.ckpt.index), how to deploy these to Tensorflow serving? serving need SavedModel format, how to convert to it?
    I study Tensorflow and found Deeplab v3+ provide PASCAL VOC 2012 model, I run train, eval, visualization on my local PC, but I don't know how to deploy it on serving.






    tensorflow tensorflow-serving







    share|improve this question



























      0












      0








      0








      I have a frozen inference graph(frozen_inference_graph.pb) and a checkpoint (model.ckpt.data-00000-of-00001, model.ckpt.index), how to deploy these to Tensorflow serving? serving need SavedModel format, how to convert to it?
      I study Tensorflow and found Deeplab v3+ provide PASCAL VOC 2012 model, I run train, eval, visualization on my local PC, but I don't know how to deploy it on serving.






      tensorflow tensorflow-serving







      share|improve this question
















      I have a frozen inference graph(frozen_inference_graph.pb) and a checkpoint (model.ckpt.data-00000-of-00001, model.ckpt.index), how to deploy these to Tensorflow serving? serving need SavedModel format, how to convert to it?
      I study Tensorflow and found Deeplab v3+ provide PASCAL VOC 2012 model, I run train, eval, visualization on my local PC, but I don't know how to deploy it on serving.






      tensorflow tensorflow-serving




      tensorflow tensorflow-serving






      share|improve this question















      share|improve this question













      share|improve this question




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      edited Jan 3 at 10:25









      Amir

      7,70764172




      7,70764172










      asked Dec 31 '18 at 8:35









      candrwowcandrwow

      608




      608
























          1 Answer
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          Have you tried export_inference_graph.py?




          Prepares an object detection tensorflow graph for inference using model
          configuration and a trained checkpoint. Outputs inference
          graph, associated checkpoint files, a frozen inference graph and a
          SavedModel







          share|improve this answer
























          • The savedmodel is obtained by referring to the solution under this link：stackoverflow.com/questions/44329185/…

            – candrwow
            Jan 3 at 11:31











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          1 Answer
          1






          active

          oldest

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          1 Answer
          1






          active

          oldest

          votes









          active

          oldest

          votes






          active

          oldest

          votes









          0














          Have you tried export_inference_graph.py?




          Prepares an object detection tensorflow graph for inference using model
          configuration and a trained checkpoint. Outputs inference
          graph, associated checkpoint files, a frozen inference graph and a
          SavedModel







          share|improve this answer
























          • The savedmodel is obtained by referring to the solution under this link：stackoverflow.com/questions/44329185/…

            – candrwow
            Jan 3 at 11:31
















          0














          Have you tried export_inference_graph.py?




          Prepares an object detection tensorflow graph for inference using model
          configuration and a trained checkpoint. Outputs inference
          graph, associated checkpoint files, a frozen inference graph and a
          SavedModel







          share|improve this answer
























          • The savedmodel is obtained by referring to the solution under this link：stackoverflow.com/questions/44329185/…

            – candrwow
            Jan 3 at 11:31














          0












          0








          0







          Have you tried export_inference_graph.py?




          Prepares an object detection tensorflow graph for inference using model
          configuration and a trained checkpoint. Outputs inference
          graph, associated checkpoint files, a frozen inference graph and a
          SavedModel







          share|improve this answer













          Have you tried export_inference_graph.py?




          Prepares an object detection tensorflow graph for inference using model
          configuration and a trained checkpoint. Outputs inference
          graph, associated checkpoint files, a frozen inference graph and a
          SavedModel








          share|improve this answer












          share|improve this answer



          share|improve this answer










          answered Jan 3 at 6:51









          ma.mehralianma.mehralian

          355115




          355115













          • The savedmodel is obtained by referring to the solution under this link：stackoverflow.com/questions/44329185/…

            – candrwow
            Jan 3 at 11:31



















          • The savedmodel is obtained by referring to the solution under this link：stackoverflow.com/questions/44329185/…

            – candrwow
            Jan 3 at 11:31

















          The savedmodel is obtained by referring to the solution under this link：stackoverflow.com/questions/44329185/…

          – candrwow
          Jan 3 at 11:31





          The savedmodel is obtained by referring to the solution under this link：stackoverflow.com/questions/44329185/…

          – candrwow
          Jan 3 at 11:31


















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