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tensorflow 2.6.0

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@t-kalinowski t-kalinowski released this 19 Aug 18:46

tensorflow 2.6.0

  • Updated default Tensorflow version to 2.6.

  • Changed default in tf_function() to autograph=TRUE.

  • Added S3 generic as_tensor().

  • Refactored install_tensorflow().

    • Potentially breaking change: numeric versions supplied without a patchlevel now automatically pull the latest patch release.
      (e.g. install_tensorflow(version="2.4") will install "2.4.2". Previously it would install "2.4.0")
  • Removed "Config/reticulate" declaration from DESCRIPTION.

    • Setting RETICULATE_AUTOCONFIGURE=FALSE environment variable when using non-default tensorflow installations (e.g., 'tensorflow-cpu') no longer required.
    • Users will have to call install_tensorflow() for automatic installation.
  • tfautograph added to Imports

  • jsonlite removed from Imports, tfestimators removed from Suggests

  • Refactored automated tests to closer match the default installation procedure
    and compute environment of most user.

  • Expanded CI test coverage to include R devel, oldrel and 3.6.

  • Fixed an issue where extra packages with version constraints like
    install_tensorflow(extra_packages = "Pillow<8.3") were not quoted properly.

  • Fixed an issue where valid tensor-like objects supplied to
    log(x, base), cospi(), tanpi(), and sinpi() would raise an error.