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tfautograph (development version)

  • Fixed an error where autograph({expr}) would error when exporting undef active binding symbols.

  • for in an eager autograph() context gains the ability to process arbitrary python iterables, including tf.distribute.DistributedDataset.

  • for now automatically infers the variables of nested for loops as loop vars.

  • Improved error message when a break or next is signaled as a graph node but the intended loop is being evaluated eagerly.

tfautograph 0.3.2

  • Added back compatibility with R-3.3 and R-3.4

tfautograph 0.3.1

  • Fixed issue that prevented the package from being loaded by devtools::load_all()

tfautograph 0.3.0

  • Improved handling of shape_invariants supplied to ag_while_opts. A named list of user variable shapes can be passed directly now, without requiring users to manually specify shapes of internal loop tracking tensors.
  • Deprecated back_prop arg in ag_while_opts()
  • Move 'tensorflow' package from 'Imports' to 'Suggests' to avoid circular dependency.
  • Added a NEWS.md file to track changes to the package.