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TensorFlow Transform 1.1.0

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@dhruvesh09 dhruvesh09 released this 24 Jun 20:02
· 1 commit to r1.1.0 since this release
3b043ae

Major Features and Improvements

  • Improved resource usage for tft.vocabulary when top_k is set by removing
    stages performing repetitive sorting.

Bug Fixes and Other Changes

  • Support invoking Keras models inside the preprocessing_fn using
    tft.make_and_track_object when force_tf_compat_v1=False with TF2
    behaviors enabled.
  • Fix an issue when computing the metadata for a function with automatic
    control dependencies added where dependencies on inputs which should not be
    evaluated was being retained.
  • Census TFT example: wrapped table initialization with a tf.init_scope() in
    order to avoid reinitializing the table for each batch of data.
  • Stopped depending on six.
  • Depends on protobuf>=3.13,<4.
  • Depends on tensorflow-metadata>=1.1.0,<1.2.0.
  • Depends on tfx-bsl>=1.1.0,<1.2.0.

Breaking Changes

  • N/A

Deprecations

  • N/A