How can I replace an operation in a pretrained graph












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So I have a tensorflow graph saved in a .pb file, it works well on my machine, but when I run it on tensorflow v 1.3 it loads fine though it crashes with the following error



After investigating I found out that the Reshape_165 operation is of shape DT_INT64 and v1.3 doesn't supportDT_INT64 for Reshape as the message reads, so I was wondering if there's a way to change cast Reshape_165's operation dtype to DT_INT32 mind you the whole graph gets executed but for this operation which is the one just before the outputs concat_52 and concat_53



add_31
Reshape_165
concat_52/axis
concat_52
concat_53/axis
concat_53









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    $begingroup$


    So I have a tensorflow graph saved in a .pb file, it works well on my machine, but when I run it on tensorflow v 1.3 it loads fine though it crashes with the following error



    After investigating I found out that the Reshape_165 operation is of shape DT_INT64 and v1.3 doesn't supportDT_INT64 for Reshape as the message reads, so I was wondering if there's a way to change cast Reshape_165's operation dtype to DT_INT32 mind you the whole graph gets executed but for this operation which is the one just before the outputs concat_52 and concat_53



    add_31
    Reshape_165
    concat_52/axis
    concat_52
    concat_53/axis
    concat_53









    share







    New contributor




    M090009 is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
    Check out our Code of Conduct.







    $endgroup$















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      0








      0





      $begingroup$


      So I have a tensorflow graph saved in a .pb file, it works well on my machine, but when I run it on tensorflow v 1.3 it loads fine though it crashes with the following error



      After investigating I found out that the Reshape_165 operation is of shape DT_INT64 and v1.3 doesn't supportDT_INT64 for Reshape as the message reads, so I was wondering if there's a way to change cast Reshape_165's operation dtype to DT_INT32 mind you the whole graph gets executed but for this operation which is the one just before the outputs concat_52 and concat_53



      add_31
      Reshape_165
      concat_52/axis
      concat_52
      concat_53/axis
      concat_53









      share







      New contributor




      M090009 is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
      Check out our Code of Conduct.







      $endgroup$




      So I have a tensorflow graph saved in a .pb file, it works well on my machine, but when I run it on tensorflow v 1.3 it loads fine though it crashes with the following error



      After investigating I found out that the Reshape_165 operation is of shape DT_INT64 and v1.3 doesn't supportDT_INT64 for Reshape as the message reads, so I was wondering if there's a way to change cast Reshape_165's operation dtype to DT_INT32 mind you the whole graph gets executed but for this operation which is the one just before the outputs concat_52 and concat_53



      add_31
      Reshape_165
      concat_52/axis
      concat_52
      concat_53/axis
      concat_53







      deep-learning tensorflow machine-learning-model





      share







      New contributor




      M090009 is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
      Check out our Code of Conduct.










      share







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      M090009 is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
      Check out our Code of Conduct.








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      share






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      asked 2 mins ago









      M090009M090009

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      M090009 is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
      Check out our Code of Conduct.






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