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TFX Basic Shared Libraries 1.11.0
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@venkat2469 venkat2469 released this 14 Nov 19:17
v1.11.0
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Major Features and Improvements

  • TensorAdapter now processes tf.RaggedTensors in TF 2 ~10x faster.

  • InferTensorRepresentationsFromSchema now infers RaggedTensors for
    STRUCT features.

  • TFSequenceExampleRecord now supports schemas with features not covered or
    partially covered by TensorRepresentations.

  • This is the last version that supports TensorFlow 1.15.x. TF 1.15.x support
    will be removed in the next version. Please check the
    TF2 migration guide to migrate
    to TF2.

Bug Fixes and Other Changes

  • Depends on tensorflow>=1.15.5,<2 or tensorflow>=2.10,<3
  • Depends on protobuf>=3.13,<4
  • Various TFXIO implementations now infer TensorRepresentations for
    provided schema Features even if some TensorRepresentations are provided
    as well.

Breaking Changes

  • N/A

Deprecations

  • N/A
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