tensorflow cast tf.int32 to tf.string in version suitable for Google cloud ml-engine

I would like to convert a tensor of type tf.int32 to one of type tf.string.

Thanks to this answer I know that in version 1.12 I can use 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']

But i would like to do this operation on Google cloud ml-engine which (today) only supports up to version 1.10.

Is there an alternative operation I can use in an earlier version of tensorflow?

Or, alternatively, is there anyway to use the new version of TensorFlow in Google cloud ml-engine?

asked Nov 16 at 0:02

Stewart_R

4,20942247

add a comment |

I would like to convert a tensor of type tf.int32 to one of type tf.string.

Thanks to this answer I know that in version 1.12 I can use 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']

But i would like to do this operation on Google cloud ml-engine which (today) only supports up to version 1.10.

Is there an alternative operation I can use in an earlier version of tensorflow?

Or, alternatively, is there anyway to use the new version of TensorFlow in Google cloud ml-engine?

asked Nov 16 at 0:02

Stewart_R

4,20942247

add a comment |

I would like to convert a tensor of type tf.int32 to one of type tf.string.

Thanks to this answer I know that in version 1.12 I can use 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']

But i would like to do this operation on Google cloud ml-engine which (today) only supports up to version 1.10.

Is there an alternative operation I can use in an earlier version of tensorflow?

Or, alternatively, is there anyway to use the new version of TensorFlow in Google cloud ml-engine?

asked Nov 16 at 0:02

Stewart_R

4,20942247

I would like to convert a tensor of type tf.int32 to one of type tf.string.

Thanks to this answer I know that in version 1.12 I can use 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']

But i would like to do this operation on Google cloud ml-engine which (today) only supports up to version 1.10.

Is there an alternative operation I can use in an earlier version of tensorflow?

Or, alternatively, is there anyway to use the new version of TensorFlow in Google cloud ml-engine?

python tensorflow google-cloud-ml

asked Nov 16 at 0:02

Stewart_R

4,20942247

asked Nov 16 at 0:02

Stewart_R

4,20942247

asked Nov 16 at 0:02

Stewart_R

4,20942247

asked Nov 16 at 0:02

Stewart_R

4,20942247

asked Nov 16 at 0:02

Stewart_R

4,20942247

add a comment |

1 Answer
1

active

oldest

votes

tf.as_string should work to convert ints to strings.

answered Nov 16 at 1:09

rhaertel80

5,88111532

add a comment |

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1 Answer
1

active

oldest

votes

1 Answer
1

active

oldest

votes

tf.as_string should work to convert ints to strings.

answered Nov 16 at 1:09

rhaertel80

5,88111532

add a comment |

tf.as_string should work to convert ints to strings.

answered Nov 16 at 1:09

rhaertel80

5,88111532

add a comment |

tf.as_string should work to convert ints to strings.

answered Nov 16 at 1:09

rhaertel80

5,88111532

tf.as_string should work to convert ints to strings.

answered Nov 16 at 1:09

rhaertel80

5,88111532

answered Nov 16 at 1:09

rhaertel80

5,88111532

answered Nov 16 at 1:09

rhaertel80

5,88111532

answered Nov 16 at 1:09

rhaertel80

5,88111532

add a comment |

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