Tensorflow - How to Convert int32 to string (using Python API for Tensorflow)












1















Simple question really but cannot seem to find a function in the TensorFlow docs or by googling.



How can I convert a tensor of type tf.int32 to one of type tf.string?



I tried simply casting it with something like this:



x = tf.constant([1,2,3], dtype=tf.int32)
x_as_string = tf.cast(x, dtype=tf.string) # hoping for this output: [ '1', '2', '3' ]

with tf.Session() as sess:
res = sess.run(x_as_string)


but hit the error message:




Cast int32 to string is not supported




Is there a simple function somewhere in the documentation that I am missing?





UPDATE:



To clarify: I realise I could 'work around' this issue using a python function with tf.py_func but asking if there is a solution in TensorFlow itself










share|improve this question



























    1















    Simple question really but cannot seem to find a function in the TensorFlow docs or by googling.



    How can I convert a tensor of type tf.int32 to one of type tf.string?



    I tried simply casting it with something like this:



    x = tf.constant([1,2,3], dtype=tf.int32)
    x_as_string = tf.cast(x, dtype=tf.string) # hoping for this output: [ '1', '2', '3' ]

    with tf.Session() as sess:
    res = sess.run(x_as_string)


    but hit the error message:




    Cast int32 to string is not supported




    Is there a simple function somewhere in the documentation that I am missing?





    UPDATE:



    To clarify: I realise I could 'work around' this issue using a python function with tf.py_func but asking if there is a solution in TensorFlow itself










    share|improve this question

























      1












      1








      1








      Simple question really but cannot seem to find a function in the TensorFlow docs or by googling.



      How can I convert a tensor of type tf.int32 to one of type tf.string?



      I tried simply casting it with something like this:



      x = tf.constant([1,2,3], dtype=tf.int32)
      x_as_string = tf.cast(x, dtype=tf.string) # hoping for this output: [ '1', '2', '3' ]

      with tf.Session() as sess:
      res = sess.run(x_as_string)


      but hit the error message:




      Cast int32 to string is not supported




      Is there a simple function somewhere in the documentation that I am missing?





      UPDATE:



      To clarify: I realise I could 'work around' this issue using a python function with tf.py_func but asking if there is a solution in TensorFlow itself










      share|improve this question














      Simple question really but cannot seem to find a function in the TensorFlow docs or by googling.



      How can I convert a tensor of type tf.int32 to one of type tf.string?



      I tried simply casting it with something like this:



      x = tf.constant([1,2,3], dtype=tf.int32)
      x_as_string = tf.cast(x, dtype=tf.string) # hoping for this output: [ '1', '2', '3' ]

      with tf.Session() as sess:
      res = sess.run(x_as_string)


      but hit the error message:




      Cast int32 to string is not supported




      Is there a simple function somewhere in the documentation that I am missing?





      UPDATE:



      To clarify: I realise I could 'work around' this issue using a python function with tf.py_func but asking if there is a solution in TensorFlow itself







      python tensorflow






      share|improve this question













      share|improve this question











      share|improve this question




      share|improve this question










      asked Nov 14 '18 at 13:09









      Stewart_RStewart_R

      4,30142448




      4,30142448
























          1 Answer
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          1














          You can do that with the newly added (v1.12.0) tf.strings.format:



          import tensorflow as tf

          x = tf.constant([1, 2, 3], dtype=tf.int32)
          x_as_string = tf.map_fn(lambda xi: tf.strings.format('{}', xi), x, dtype=tf.string)

          with tf.Session() as sess:
          res = sess.run(x_as_string)
          print(res)
          # [b'1' b'2' b'3']





          share|improve this answer























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            1 Answer
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            oldest

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            1 Answer
            1






            active

            oldest

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            active

            oldest

            votes






            active

            oldest

            votes









            1














            You can do that with the newly added (v1.12.0) tf.strings.format:



            import tensorflow as tf

            x = tf.constant([1, 2, 3], dtype=tf.int32)
            x_as_string = tf.map_fn(lambda xi: tf.strings.format('{}', xi), x, dtype=tf.string)

            with tf.Session() as sess:
            res = sess.run(x_as_string)
            print(res)
            # [b'1' b'2' b'3']





            share|improve this answer




























              1














              You can do that with the newly added (v1.12.0) tf.strings.format:



              import tensorflow as tf

              x = tf.constant([1, 2, 3], dtype=tf.int32)
              x_as_string = tf.map_fn(lambda xi: tf.strings.format('{}', xi), x, dtype=tf.string)

              with tf.Session() as sess:
              res = sess.run(x_as_string)
              print(res)
              # [b'1' b'2' b'3']





              share|improve this answer


























                1












                1








                1







                You can do that with the newly added (v1.12.0) tf.strings.format:



                import tensorflow as tf

                x = tf.constant([1, 2, 3], dtype=tf.int32)
                x_as_string = tf.map_fn(lambda xi: tf.strings.format('{}', xi), x, dtype=tf.string)

                with tf.Session() as sess:
                res = sess.run(x_as_string)
                print(res)
                # [b'1' b'2' b'3']





                share|improve this answer













                You can do that with the newly added (v1.12.0) tf.strings.format:



                import tensorflow as tf

                x = tf.constant([1, 2, 3], dtype=tf.int32)
                x_as_string = tf.map_fn(lambda xi: tf.strings.format('{}', xi), x, dtype=tf.string)

                with tf.Session() as sess:
                res = sess.run(x_as_string)
                print(res)
                # [b'1' b'2' b'3']






                share|improve this answer












                share|improve this answer



                share|improve this answer










                answered Nov 14 '18 at 16:59









                jdehesajdehesa

                23.9k43554




                23.9k43554
































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