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TensorFlow Addons v0.9.0
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@seanpmorgan seanpmorgan released this 09 Apr 13:33
· 6 commits to r0.9 since this release
v0.9.0
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Learn about vigilant mode.

Release Notes

  • Built against TensorFlow 2.1
  • CUDA kernels are compiled with CUDA 10.1
  • API docs found on the website

Changelog

  • Add strict TF2.1 version match warning (#1281, #1492, #1482)
  • Move to pytest as default test runner

tfa.activations

  • Support for python composite ops instead of custom-ops where possible
    • export TF_ADDONS_PY_OPS=1
    • tfa.options.TF_ADDONS_PY_OPS=True

tfa.image

  • Add blend image op (#1275)
  • Add cutout image op (#1338)
  • Add sharpness op (#1452)

tfa.layers

  • Add MultiHeadAttention layer (#1062)
  • Add NetVLAD layer (#1237)
  • Add Filter response normalization layer (#765)
  • Add Thresholded linear unit layer (#857)

tfa.metrics

  • Add Multivariate r2 metric (#1310)

tfa.optimizers

  • Fix serialization bug for rectified ADAM (#1375)
  • Fix typing check for LAMB optimizer (#1532)

Thanks to our Contributors

Aakash Kumar Nain, Cristian Garcia, Dheeraj R Reddy, Gabriel de Marmiesse, George Sterpu, Guillaume Klein, Harald Husum, Jared T Nielsen, Jeremy Oldfather, Jhuo IH, Joel Shor, Lucas Frey, Mark Sandler, Michael Reneer, NoobMaster, Qianli Scott Zhu, Rushabh Vasani, Sean Morgan, Sergii Khomenko, Xiaoquan Kong, failure-to-thrive, manzilz, pkan2, us

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