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Bump the python group with 5 updates #21445

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Updates the requirements on tensorflow-cpu, tensorflow, torch, torch-xla and tensorflow[and-cuda] to permit the latest version.
Updates tensorflow-cpu to 2.19.0

Release notes

Sourced from tensorflow-cpu's releases.

TensorFlow 2.19.0

Release 2.19.0

TensorFlow

Breaking Changes

  • LiteRT, a.k.a. tf.lite:
    • C++ API:
      • The public constants tflite::Interpreter:kTensorsReservedCapacity and tflite::Interpreter:kTensorsCapacityHeadroom are now const references, rather than constexpr compile-time constants. (This is to enable better API compatibility for TFLite in Play services while preserving the implementation flexibility to change the values of these constants in the future.)
    • Python API:
      • tf.lite.Interpreter gives deprecation warning redirecting to its new location at ai_edge_litert.interpreter, as the API tf.lite.Interpreter will be deleted in TF 2.20. See the migration guide for details.

Known Caveats

Major Features and Improvements

  • tf.lite
    • tfl.Cast op is now supporting bfloat16 in runtime kernel.

Bug Fixes and Other Changes

  • We have stopped publishing libtensorflow packages but it can still be unpacked from the PyPI package.

Thanks to our Contributors

This release contains contributions from many people at Google, as well as:

Akhil Goel, akhilgoe, Alain Flaischer, Alex, Alexander Pivovarov, Alexander Shadchin, Alexis Praga, Amrinfathima-Mcw, Andrey Pikas, Andrey Portnoy, Ankur Singh, Ashiq Imran, Assoap, c8ef, charleshofer, Chase Riley Roberts, Chenhao Jiang, Chongyun Lee, Claudio Desouza, Corentin Godeau, Crefeda Rodrigues, Danny Burrow, dependabot[bot], Dimitris Vardoulakis, Dragan Mladjenovic, Elfie Guo, Emmanuel Ferdman, fiberflow, flyingcat, Gary Yi-Hung Chen, Georg Stefan Schmid, Gerwout Van Der Veen, Harsha H S, Harshit Monish, Hugo Mano, i.Pear, Ilia Sergachev, Jane Liu, Jaroslav Sevcik, Jc (Jonathan Chen), Jerry Ge, Jian Li, johndoknjas, Johnny, Jonathan Albrecht, Kaixi Hou, Kanvi Khanna, keerthanakadiri, Kevin Ji, Kiran Sai Ramineni, kwoncy2020, LakshmiKalaKadali, Lee, Jun Seok, Mahmoud Abuzaina, Matt Bahr, mayuyuace, Melissa Weber Mendonça, misterBart, Mkarpushin-Enhancelab, Mmakevic-Amd, mraunak, nallave, Nayana Thorat, Nayana-Ibm, nick.camarena, Nicolas Castet, Om Thakkar, oyzh, Parsa Homayouni, Patrick Toulme, Pavel Emeliyanenko, Pavithra Eswaramoorthy, Pearu Peterson, pemeliya, Philipp Hack, Ravi Kumar Soni, redwrasse, Ruturaj Vaidya, Sallenkey-Wei, Sandeep Gupta, Sergey Kozub, Sevin Fide Varoglu, Shanbin Ke, Shaogang Wang, Shixin Zhang, Shraiysh, Shu Wang, Silvio Traversaro, snadampal, Sunita Nadampalli, Tai Ly, Tatwai Chong, tchatow, tdanyluk, Terry Sun, Tilak, Tj Xu, Trevor Morris, Twice, vfdev, Vladimir Silyaev, Weisser, Pascal, wokron, Won Jeon, Xuefei Jiang, Zentrik, Zoranjovanovic-Ns

Changelog

Sourced from tensorflow-cpu's changelog.

Release 2.19.0

TensorFlow

Breaking Changes

  • LiteRT, a.k.a. tf.lite:
    • C++ API:
      • The public constants tflite::Interpreter:kTensorsReservedCapacity and tflite::Interpreter:kTensorsCapacityHeadroom are now const references, rather than constexpr compile-time constants. (This is to enable better API compatibility for TFLite in Play services while preserving the implementation flexibility to change the values of these constants in the future.)
    • Python API:
      • tf.lite.Interpreter gives deprecation warning redirecting to its new location at ai_edge_litert.interpreter, as the API tf.lite.Interpreter will be deleted in TF 2.20. See the migration guide for details.

Known Caveats

Major Features and Improvements

  • tf.lite
    • tfl.Cast op is now supporting bfloat16 in runtime kernel.

Bug Fixes and Other Changes

  • We have stopped publishing libtensorflow packages but it can still be unpacked from the PyPI package.

Thanks to our Contributors

This release contains contributions from many people at Google, as well as:

Akhil Goel, akhilgoe, Alain Flaischer, Alex, Alexander Pivovarov, Alexander Shadchin, Alexis Praga, Amrinfathima-Mcw, Andrey Pikas, Andrey Portnoy, Ankur Singh, Ashiq Imran, Assoap, c8ef, charleshofer, Chase Riley Roberts, Chenhao Jiang, Chongyun Lee, Claudio Desouza, Corentin Godeau, Crefeda Rodrigues, Danny Burrow, dependabot[bot], Dimitris Vardoulakis, Dragan Mladjenovic, Elfie Guo, Emmanuel Ferdman, fiberflow, flyingcat, Gary Yi-Hung Chen, Georg Stefan Schmid, Gerwout Van Der Veen, Harsha H S, Harshit Monish, Hugo Mano, i.Pear, Ilia Sergachev, Jane Liu, Jaroslav Sevcik, Jc (Jonathan Chen), Jerry Ge, Jian Li, johndoknjas, Johnny, Jonathan Albrecht, Kaixi Hou, Kanvi Khanna, keerthanakadiri, Kevin Ji, Kiran Sai Ramineni, kwoncy2020, LakshmiKalaKadali, Lee, Jun Seok, Mahmoud Abuzaina, Matt Bahr, mayuyuace, Melissa Weber Mendonça, misterBart, Mkarpushin-Enhancelab, Mmakevic-Amd, mraunak, nallave, Nayana Thorat, Nayana-Ibm, nick.camarena, Nicolas Castet, Om Thakkar, oyzh, Parsa Homayouni, Patrick Toulme, Pavel Emeliyanenko, Pavithra Eswaramoorthy, Pearu Peterson, pemeliya, Philipp Hack, Ravi Kumar Soni, redwrasse, Ruturaj Vaidya, Sallenkey-Wei, Sandeep Gupta, Sergey Kozub, Sevin Fide Varoglu, Shanbin Ke, Shaogang Wang, Shixin Zhang, Shraiysh, Shu Wang, Silvio Traversaro, snadampal, Sunita Nadampalli, Tai Ly, Tatwai Chong, tchatow, tdanyluk, Terry Sun, Tilak, Tj Xu, Trevor Morris, Twice, vfdev, Vladimir Silyaev, Weisser, Pascal, wokron, Won Jeon, Xuefei Jiang, Zentrik, Zoranjovanovic-Ns

Release 2.18.0

TensorFlow

Breaking Changes

  • tf.lite

    • C API:
      • An optional, fourth parameter was added TfLiteOperatorCreate as a step forward towards a cleaner API for TfLiteOperator. Function TfLiteOperatorCreate was added recently, in TensorFlow Lite version 2.17.0, released on 7/11/2024, and we do not expect there will be much code using this function yet. Any code breakages can be easily resolved by passing nullptr as the new, 4th parameter.

  • TensorRT support is disabled in CUDA builds for code health improvement.

... (truncated)

Commits
  • e36baa3 Merge pull request #88658 from tensorflow/r2.19-3a79ec99874
  • 5556e7c Bump libtpu versions to pick correct versioned nightlies
  • e0f21e2 Merge pull request #88388 from rtg0795/r2.19
  • 9e38024 Merge pull request #88385 from tensorflow-jenkins/version-numbers-2.19.0-30529
  • 5b577f6 Update RELEASE.md
  • c32c421 Update version numbers to 2.19.0
  • 428fffe Merge pull request #87694 from tensorflow/r2.19-cf611dd7c6e
  • a09bdb2 Update 2.19.0 release notes that we stopped publishing libtensorflow packages
  • 9124fb8 Merge pull request #87586 from tensorflow/r2.19-2b775610a7b
  • 993392c Update libtpu installation index path
  • Additional commits viewable in compare view

Updates tensorflow to 2.19.0

Release notes

Sourced from tensorflow's releases.

TensorFlow 2.19.0

Release 2.19.0

TensorFlow

Breaking Changes

  • LiteRT, a.k.a. tf.lite:
    • C++ API:
      • The public constants tflite::Interpreter:kTensorsReservedCapacity and tflite::Interpreter:kTensorsCapacityHeadroom are now const references, rather than constexpr compile-time constants. (This is to enable better API compatibility for TFLite in Play services while preserving the implementation flexibility to change the values of these constants in the future.)
    • Python API:
      • tf.lite.Interpreter gives deprecation warning redirecting to its new location at ai_edge_litert.interpreter, as the API tf.lite.Interpreter will be deleted in TF 2.20. See the migration guide for details.

Known Caveats

Major Features and Improvements

  • tf.lite
    • tfl.Cast op is now supporting bfloat16 in runtime kernel.

Bug Fixes and Other Changes

  • We have stopped publishing libtensorflow packages but it can still be unpacked from the PyPI package.

Thanks to our Contributors

This release contains contributions from many people at Google, as well as:

Akhil Goel, akhilgoe, Alain Flaischer, Alex, Alexander Pivovarov, Alexander Shadchin, Alexis Praga, Amrinfathima-Mcw, Andrey Pikas, Andrey Portnoy, Ankur Singh, Ashiq Imran, Assoap, c8ef, charleshofer, Chase Riley Roberts, Chenhao Jiang, Chongyun Lee, Claudio Desouza, Corentin Godeau, Crefeda Rodrigues, Danny Burrow, dependabot[bot], Dimitris Vardoulakis, Dragan Mladjenovic, Elfie Guo, Emmanuel Ferdman, fiberflow, flyingcat, Gary Yi-Hung Chen, Georg Stefan Schmid, Gerwout Van Der Veen, Harsha H S, Harshit Monish, Hugo Mano, i.Pear, Ilia Sergachev, Jane Liu, Jaroslav Sevcik, Jc (Jonathan Chen), Jerry Ge, Jian Li, johndoknjas, Johnny, Jonathan Albrecht, Kaixi Hou, Kanvi Khanna, keerthanakadiri, Kevin Ji, Kiran Sai Ramineni, kwoncy2020, LakshmiKalaKadali, Lee, Jun Seok, Mahmoud Abuzaina, Matt Bahr, mayuyuace, Melissa Weber Mendonça, misterBart, Mkarpushin-Enhancelab, Mmakevic-Amd, mraunak, nallave, Nayana Thorat, Nayana-Ibm, nick.camarena, Nicolas Castet, Om Thakkar, oyzh, Parsa Homayouni, Patrick Toulme, Pavel Emeliyanenko, Pavithra Eswaramoorthy, Pearu Peterson, pemeliya, Philipp Hack, Ravi Kumar Soni, redwrasse, Ruturaj Vaidya, Sallenkey-Wei, Sandeep Gupta, Sergey Kozub, Sevin Fide Varoglu, Shanbin Ke, Shaogang Wang, Shixin Zhang, Shraiysh, Shu Wang, Silvio Traversaro, snadampal, Sunita Nadampalli, Tai Ly, Tatwai Chong, tchatow, tdanyluk, Terry Sun, Tilak, Tj Xu, Trevor Morris, Twice, vfdev, Vladimir Silyaev, Weisser, Pascal, wokron, Won Jeon, Xuefei Jiang, Zentrik, Zoranjovanovic-Ns

Changelog

Sourced from tensorflow's changelog.

Release 2.19.0

TensorFlow

Breaking Changes

  • LiteRT, a.k.a. tf.lite:
    • C++ API:
      • The public constants tflite::Interpreter:kTensorsReservedCapacity and tflite::Interpreter:kTensorsCapacityHeadroom are now const references, rather than constexpr compile-time constants. (This is to enable better API compatibility for TFLite in Play services while preserving the implementation flexibility to change the values of these constants in the future.)
    • Python API:
      • tf.lite.Interpreter gives deprecation warning redirecting to its new location at ai_edge_litert.interpreter, as the API tf.lite.Interpreter will be deleted in TF 2.20. See the migration guide for details.

Known Caveats

Major Features and Improvements

  • tf.lite
    • tfl.Cast op is now supporting bfloat16 in runtime kernel.

Bug Fixes and Other Changes

  • We have stopped publishing libtensorflow packages but it can still be unpacked from the PyPI package.

Thanks to our Contributors

This release contains contributions from many people at Google, as well as:

Akhil Goel, akhilgoe, Alain Flaischer, Alex, Alexander Pivovarov, Alexander Shadchin, Alexis Praga, Amrinfathima-Mcw, Andrey Pikas, Andrey Portnoy, Ankur Singh, Ashiq Imran, Assoap, c8ef, charleshofer, Chase Riley Roberts, Chenhao Jiang, Chongyun Lee, Claudio Desouza, Corentin Godeau, Crefeda Rodrigues, Danny Burrow, dependabot[bot], Dimitris Vardoulakis, Dragan Mladjenovic, Elfie Guo, Emmanuel Ferdman, fiberflow, flyingcat, Gary Yi-Hung Chen, Georg Stefan Schmid, Gerwout Van Der Veen, Harsha H S, Harshit Monish, Hugo Mano, i.Pear, Ilia Sergachev, Jane Liu, Jaroslav Sevcik, Jc (Jonathan Chen), Jerry Ge, Jian Li, johndoknjas, Johnny, Jonathan Albrecht, Kaixi Hou, Kanvi Khanna, keerthanakadiri, Kevin Ji, Kiran Sai Ramineni, kwoncy2020, LakshmiKalaKadali, Lee, Jun Seok, Mahmoud Abuzaina, Matt Bahr, mayuyuace, Melissa Weber Mendonça, misterBart, Mkarpushin-Enhancelab, Mmakevic-Amd, mraunak, nallave, Nayana Thorat, Nayana-Ibm, nick.camarena, Nicolas Castet, Om Thakkar, oyzh, Parsa Homayouni, Patrick Toulme, Pavel Emeliyanenko, Pavithra Eswaramoorthy, Pearu Peterson, pemeliya, Philipp Hack, Ravi Kumar Soni, redwrasse, Ruturaj Vaidya, Sallenkey-Wei, Sandeep Gupta, Sergey Kozub, Sevin Fide Varoglu, Shanbin Ke, Shaogang Wang, Shixin Zhang, Shraiysh, Shu Wang, Silvio Traversaro, snadampal, Sunita Nadampalli, Tai Ly, Tatwai Chong, tchatow, tdanyluk, Terry Sun, Tilak, Tj Xu, Trevor Morris, Twice, vfdev, Vladimir Silyaev, Weisser, Pascal, wokron, Won Jeon, Xuefei Jiang, Zentrik, Zoranjovanovic-Ns

Release 2.18.0

TensorFlow

Breaking Changes

  • tf.lite

    • C API:
      • An optional, fourth parameter was added TfLiteOperatorCreate as a step forward towards a cleaner API for TfLiteOperator. Function TfLiteOperatorCreate was added recently, in TensorFlow Lite version 2.17.0, released on 7/11/2024, and we do not expect there will be much code using this function yet. Any code breakages can be easily resolved by passing nullptr as the new, 4th parameter.

  • TensorRT support is disabled in CUDA builds for code health improvement.

... (truncated)

Commits
  • e36baa3 Merge pull request #88658 from tensorflow/r2.19-3a79ec99874
  • 5556e7c Bump libtpu versions to pick correct versioned nightlies
  • e0f21e2 Merge pull request #88388 from rtg0795/r2.19
  • 9e38024 Merge pull request #88385 from tensorflow-jenkins/version-numbers-2.19.0-30529
  • 5b577f6 Update RELEASE.md
  • c32c421 Update version numbers to 2.19.0
  • 428fffe Merge pull request #87694 from tensorflow/r2.19-cf611dd7c6e
  • a09bdb2 Update 2.19.0 release notes that we stopped publishing libtensorflow packages
  • 9124fb8 Merge pull request #87586 from tensorflow/r2.19-2b775610a7b
  • 993392c Update libtpu installation index path
  • Additional commits viewable in compare view

Updates torch from 2.6.0 to 2.7.1+cpu

Updates torch-xla from 2.6.0 to 2.7.0

Release notes

Sourced from torch-xla's releases.

PyTorch/XLA 2.7 release

Highlights

  • Easier training on Cloud TPUs with TorchPrime
  • A new Pallas-based kernel for ragged paged attention, enabling further optimizations on vLLM TPU (#8791)
  • Usability improvements
  • Experimental JAX interoperability with JAX operations (#8781, #8789, #8830, #8878)
  • re-enabled GPU CI build [#8593]

Stable Features

  • Operator Lowering
    • Lower as_strided_copy to use fast path with slice (#8374)
    • Lower _conj_copy. (#8686)
  • Support splitting physical axis in SPMD mesh (#8698)
  • Support of placeholder tensor (#8785).
  • Dynamo/AOTAutograd traceable flash attention(#8654)
  • C++11 ABI build is the default

Experimental Features

  • Gated Recurrent Unit (GRU) implemented with scan (#8777)
  • Introduce apply_xla_patch_to_nn_linear to improve einsum performance (#8793)
  • Enable default buffer donation for step barriers (#8721, #8982)

Usability

  • Better profiling control: the start and the end of the profiling session can be controlled by the new profiler API (#8743)
  • API to query number of cached compilation graphs (#8822)
  • Enhancement on host-to-device transfer (#8849)

Bug fixes

  • fix a bug in tensor.flatten (#8680)
  • cummax: fix 0-sized dimension reduction. (#8653)
  • Fix dk/dv autograd error on TPU flash attention (#8685)
  • Fix a bug in flash attention where kv_seq_len should divide block_k_major. (#8671)
  • [scan] Make sure inputs into fn are not device_data IR nodes(#8769)

Libtpu stable version

  • Pin 2.7 release to stable libtpu version '0.0.11.1'

Deprecations

  • Deprecate torch.export and instead, use torchax to export graph to StableHLO for full dynamism support
  • Remove torch_xla.core.xla_model.xrt_world_size, replace with torch_xla.runtime.world_size
  • Remove torch_xla.core.xla_model.get_ordinal, replace with torch_xla.runtime.global_ordinal
  • Remove torch_xla.core.xla_model.parse_xla_device, replace with _utils.parse_xla_device
  • Remove torch_xla.experimental.compile, replace with torch_xla.compile
Commits

Updates tensorflow[and-cuda] to 2.19.0

Release notes

Sourced from tensorflow[and-cuda]'s releases.

TensorFlow 2.19.0

Release 2.19.0

TensorFlow

Breaking Changes

  • LiteRT, a.k.a. tf.lite:
    • C++ API:
      • The public constants tflite::Interpreter:kTensorsReservedCapacity and tflite::Interpreter:kTensorsCapacityHeadroom are now const references, rather than constexpr compile-time constants. (This is to enable better API compatibility for TFLite in Play services while preserving the implementation flexibility to change the values of these constants in the future.)
    • Python API:
      • tf.lite.Interpreter gives deprecation warning redirecting to its new location at ai_edge_litert.interpreter, as the API tf.lite.Interpreter will be deleted in TF 2.20. See the migration guide for details.

Known Caveats

Major Features and Improvements

  • tf.lite
    • tfl.Cast op is now supporting bfloat16 in runtime kernel.

Bug Fixes and Other Changes

  • We have stopped publishing libtensorflow packages but it can still be unpacked from the PyPI package.

Thanks to our Contributors

This release contains contributions from many people at Google, as well as:

Akhil Goel, akhilgoe, Alain Flaischer, Alex, Alexander Pivovarov, Alexander Shadchin, Alexis Praga, Amrinfathima-Mcw, Andrey Pikas, Andrey Portnoy, Ankur Singh, Ashiq Imran, Assoap, c8ef, charleshofer, Chase Riley Roberts, Chenhao Jiang, Chongyun Lee, Claudio Desouza, Corentin Godeau, Crefeda Rodrigues, Danny Burrow, dependabot[bot], Dimitris Vardoulakis, Dragan Mladjenovic, Elfie Guo, Emmanuel Ferdman, fiberflow, flyingcat, Gary Yi-Hung Chen, Georg Stefan Schmid, Gerwout Van Der Veen, Harsha H S, Harshit Monish, Hugo Mano, i.Pear, Ilia Sergachev, Jane Liu, Jaroslav Sevcik, Jc (Jonathan Chen), Jerry Ge, Jian Li, johndoknjas, Johnny, Jonathan Albrecht, Kaixi Hou, Kanvi Khanna, keerthanakadiri, Kevin Ji, Kiran Sai Ramineni, kwoncy2020, LakshmiKalaKadali, Lee, Jun Seok, Mahmoud Abuzaina, Matt Bahr, mayuyuace, Melissa Weber Mendonça, misterBart, Mkarpushin-Enhancelab, Mmakevic-Amd, mraunak, nallave, Nayana Thorat, Nayana-Ibm, nick.camarena, Nicolas Castet, Om Thakkar, oyzh, Parsa Homayouni, Patrick Toulme, Pavel Emeliyanenko, Pavithra Eswaramoorthy, Pearu Peterson, pemeliya, Philipp Hack, Ravi Kumar Soni, redwrasse, Ruturaj Vaidya, Sallenkey-Wei, Sandeep Gupta, Sergey Kozub, Sevin Fide Varoglu, Shanbin Ke, Shaogang Wang, Shixin Zhang, Shraiysh, Shu Wang, Silvio Traversaro, snadampal, Sunita Nadampalli, Tai Ly, Tatwai Chong, tchatow, tdanyluk, Terry Sun, Tilak, Tj Xu, Trevor Morris, Twice, vfdev, Vladimir Silyaev, Weisser, Pascal, wokron, Won Jeon, Xuefei Jiang, Zentrik, Zoranjovanovic-Ns

Changelog

Sourced from tensorflow[and-cuda]'s changelog.

Release 2.19.0

TensorFlow

Breaking Changes

  • LiteRT, a.k.a. tf.lite:
    • C++ API:
      • The public constants tflite::Interpreter:kTensorsReservedCapacity and tflite::Interpreter:kTensorsCapacityHeadroom are now const references, rather than constexpr compile-time constants. (This is to enable better API compatibility for TFLite in Play services while preserving the implementation flexibility to change the values of these constants in the future.)
    • Python API:
      • tf.lite.Interpreter gives deprecation warning redirecting to its new location at ai_edge_litert.interpreter, as the API tf.lite.Interpreter will be deleted in TF 2.20. See the migration guide for details.

Known Caveats

Major Features and Improvements

  • tf.lite
    • tfl.Cast op is now supporting bfloat16 in runtime kernel.

Bug Fixes and Other Changes

  • We have stopped publishing libtensorflow packages but it can still be unpacked from the PyPI package.

Thanks to our Contributors

This release contains contributions from many people at Google, as well as:

Akhil Goel, akhilgoe, Alain Flaischer, Alex, Alexander Pivovarov, Alexander Shadchin, Alexis Praga, Amrinfathima-Mcw, Andrey Pikas, Andrey Portnoy, Ankur Singh, Ashiq Imran, Assoap, c8ef, charleshofer, Chase Riley Roberts, Chenhao Jiang, Chongyun Lee, Claudio Desouza, Corentin Godeau, Crefeda Rodrigues, Danny Burrow, dependabot[bot], Dimitris Vardoulakis, Dragan Mladjenovic, Elfie Guo, Emmanuel Ferdman, fiberflow, flyingcat, Gary Yi-Hung Chen, Georg Stefan Schmid, Gerwout Van Der Veen, Harsha H S, Harshit Monish, Hugo Mano, i.Pear, Ilia Sergachev, Jane Liu, Jaroslav Sevcik, Jc (Jonathan Chen), Jerry Ge, Jian Li, johndoknjas, Johnny, Jonathan Albrecht, Kaixi Hou, Kanvi Khanna, keerthanakadiri, Kevin Ji, Kiran Sai Ramineni, kwoncy2020, LakshmiKalaKadali, Lee, Jun Seok, Mahmoud Abuzaina, Matt Bahr, mayuyuace, Melissa Weber Mendonça, misterBart, Mkarpushin-Enhancelab, Mmakevic-Amd, mraunak, nallave, Nayana Thorat, Nayana-Ibm, nick.camarena, Nicolas Castet, Om Thakkar, oyzh, Parsa Homayouni, Patrick Toulme, Pavel Emeliyanenko, Pavithra Eswaramoorthy, Pearu Peterson, pemeliya, Philipp Hack, Ravi Kumar Soni, redwrasse, Ruturaj Vaidya, Sallenkey-Wei, Sandeep Gupta, Sergey Kozub, Sevin Fide Varoglu, Shanbin Ke, Shaogang Wang, Shixin Zhang, Shraiysh, Shu Wang, Silvio Traversaro, snadampal, Sunita Nadampalli, Tai Ly, Tatwai Chong, tchatow, tdanyluk, Terry Sun, Tilak, Tj Xu, Trevor Morris, Twice, vfdev, Vladimir Silyaev, Weisser, Pascal, wokron, Won Jeon, Xuefei Jiang, Zentrik, Zoranjovanovic-Ns

Release 2.18.0

TensorFlow

Breaking Changes

  • tf.lite

    • C API:
      • An optional, fourth parameter was added TfLiteOperatorCreate as a step forward towards a cleaner API for TfLiteOperator. Function TfLiteOperatorCreate was added recently, in TensorFlow Lite version 2.17.0, released on 7/11/2024, and we do not expect there will be much code using this function yet. Any code breakages can be easily resolved by passing nullptr as the new, 4th parameter.

  • TensorRT support is disabled in CUDA builds for code health improvement.

... (truncated)

Commits
  • e36baa3 Merge pull request #88658 from tensorflow/r2.19-3a79ec99874
  • 5556e7c Bump libtpu versions to pick correct versioned nightlies
  • e0f21e2 Merge pull request #88388 from rtg0795/r2.19
  • 9e38024 Merge pull request #88385 from tensorflow-jenkins/version-numbers-2.19.0-30529
  • 5b577f6 Update RELEASE.md
  • c32c421 Update version numbers to 2.19.0
  • 428fffe Merge pull request #87694 from tensorflow/r2.19-cf611dd7c6e
  • a09bdb2 Update 2.19.0 release notes that we stopped publishing libtensorflow packages
  • 9124fb8 Merge pull request #87586 from tensorflow/r2.19-2b775610a7b
  • 993392c Update libtpu installation index path
  • Additional commits viewable in compare view

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@dependabot
Bump the python group with 5 updates
9287a08 
Updates the requirements on [tensorflow-cpu](https://github.com/tensorflow/tensorflow), [tensorflow](https://github.com/tensorflow/tensorflow), torch, [torch-xla](https://github.com/pytorch/xla) and [tensorflow[and-cuda]](https://github.com/tensorflow/tensorflow) to permit the latest version.

Updates `tensorflow-cpu` to 2.19.0
- [Release notes](https://github.com/tensorflow/tensorflow/releases)
- [Changelog](https://github.com/tensorflow/tensorflow/blob/master/RELEASE.md)
- [Commits](tensorflow/tensorflow@v2.18.1...v2.19.0)

Updates `tensorflow` to 2.19.0
- [Release notes](https://github.com/tensorflow/tensorflow/releases)
- [Changelog](https://github.com/tensorflow/tensorflow/blob/master/RELEASE.md)
- [Commits](tensorflow/tensorflow@v2.18.1...v2.19.0)

Updates `torch` from 2.6.0 to 2.7.1+cpu

Updates `torch-xla` from 2.6.0 to 2.7.0
- [Release notes](https://github.com/pytorch/xla/releases)
- [Commits](pytorch/xla@v2.6.0...v2.7.0)

Updates `tensorflow[and-cuda]` to 2.19.0
- [Release notes](https://github.com/tensorflow/tensorflow/releases)
- [Changelog](https://github.com/tensorflow/tensorflow/blob/master/RELEASE.md)
- [Commits](tensorflow/tensorflow@v2.18.1...v2.19.0)

---
updated-dependencies:
- dependency-name: tensorflow-cpu
  dependency-version: 2.19.0
  dependency-type: direct:production
  dependency-group: python
- dependency-name: tensorflow
  dependency-version: 2.19.0
  dependency-type: direct:production
  dependency-group: python
- dependency-name: torch
  dependency-version: 2.7.1+cpu
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: python
- dependency-name: torch-xla
  dependency-version: 2.7.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: python
- dependency-name: tensorflow[and-cuda]
  dependency-version: 2.19.0
  dependency-type: direct:production
  dependency-group: python
...

Signed-off-by: dependabot[bot] <[email protected]>
@dependabot dependabot bot added dependencies Pull requests that update a dependency file python Pull requests that update Python code labels Jul 1, 2025
@gbaned gbaned requested a review from amitsrivastava78 July 2, 2025 18:17
@gbaned gbaned added this to PR Queue Jul 2, 2025
@github-project-automation github-project-automation bot moved this to Assigned Reviewer in PR Queue Jul 2, 2025
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