tensorflow 2.21.0


pip install tensorflow

  Latest version

Released: Mar 06, 2026
Navigation
Project Links
Meta
Author: Google Inc.
Requires Python: >=3.10
Classifiers

Development Status
  • 5 - Production/Stable

Environment
  • GPU :: NVIDIA CUDA :: 12
  • GPU :: NVIDIA CUDA :: 12 :: 12.2

Intended Audience
  • Developers
  • Education
  • Science/Research

License
  • OSI Approved :: Apache Software License

Programming Language
  • Python :: 3
  • Python :: 3 :: Only
  • Python :: 3.10
  • Python :: 3.11
  • Python :: 3.12
  • Python :: 3.13

Topic
  • Scientific/Engineering
  • Scientific/Engineering :: Artificial Intelligence
  • Scientific/Engineering :: Mathematics
  • Software Development
  • Software Development :: Libraries
  • Software Development :: Libraries :: Python Modules

Python PyPI

TensorFlow is an open source software library for high performance numerical computation. Its flexible architecture allows easy deployment of computation across a variety of platforms (CPUs, GPUs, TPUs), and from desktops to clusters of servers to mobile and edge devices.

Originally developed by researchers and engineers from the Google Brain team within Google's AI organization, it comes with strong support for machine learning and deep learning and the flexible numerical computation core is used across many other scientific domains. TensorFlow is licensed under Apache 2.0.

2.21.0 Mar 06, 2026
2.21.0rc1 Mar 02, 2026
2.21.0rc0 Feb 09, 2026
2.20.0 Aug 13, 2025
2.20.0rc0 Jul 29, 2025
2.19.1 Aug 13, 2025
2.19.0 Mar 12, 2025
2.19.0rc0 Feb 21, 2025
2.18.1 Mar 12, 2025
2.18.0 Oct 25, 2024
2.18.0rc2 Oct 16, 2024
2.18.0rc1 Oct 07, 2024
2.18.0rc0 Sep 30, 2024
2.17.1 Oct 24, 2024
2.17.0 Jul 11, 2024
2.17.0rc1 Jul 02, 2024
2.17.0rc0 Jun 18, 2024
2.16.2 Jun 28, 2024
2.16.1 Mar 09, 2024
2.16.0rc0 Feb 23, 2024
2.15.1 Mar 08, 2024
2.15.0.post1 Dec 05, 2023
2.15.0 Nov 14, 2023
2.15.0rc1 Nov 03, 2023
2.15.0rc0 Oct 25, 2023
2.14.1 Nov 14, 2023
2.14.0 Sep 26, 2023
2.14.0rc1 Sep 01, 2023
2.14.0rc0 Aug 17, 2023
2.13.1 Sep 26, 2023
2.13.0 Jul 05, 2023
2.13.0rc2 Jun 22, 2023
2.13.0rc1 May 30, 2023
2.13.0rc0 May 10, 2023
2.12.1 Jul 05, 2023
2.12.0 Mar 22, 2023
2.12.0rc1 Mar 07, 2023
2.12.0rc0 Feb 15, 2023
2.11.1 Mar 20, 2023
2.11.0 Nov 18, 2022
2.11.0rc2 Nov 02, 2022
2.11.0rc1 Oct 19, 2022
2.11.0rc0 Oct 18, 2022
2.10.1 Nov 16, 2022
2.10.0 Sep 06, 2022
2.10.0rc3 Aug 29, 2022
2.10.0rc2 Aug 23, 2022
2.10.0rc1 Aug 15, 2022
2.10.0rc0 Aug 03, 2022
2.9.3 Nov 16, 2022
2.9.2 Sep 03, 2022
2.9.1 May 23, 2022
2.9.0 May 16, 2022
2.9.0rc2 May 04, 2022
2.9.0rc1 Apr 21, 2022
2.9.0rc0 Apr 12, 2022
2.8.4 Nov 16, 2022
2.8.3 Sep 02, 2022
2.8.2 May 23, 2022
2.8.1 May 16, 2022
2.8.0 Feb 02, 2022
2.8.0rc1 Jan 24, 2022
2.8.0rc0 Dec 22, 2021
2.7.4 Sep 02, 2022
2.7.3 May 23, 2022
2.7.2 May 16, 2022
2.7.1 Feb 02, 2022
2.7.0 Nov 04, 2021
2.7.0rc1 Oct 22, 2021
2.7.0rc0 Oct 07, 2021
2.6.5 May 23, 2022
2.6.4 May 16, 2022
2.6.3 Feb 02, 2022
2.6.2 Nov 04, 2021
2.6.1 Nov 01, 2021
2.6.0 Aug 11, 2021
2.6.0rc2 Aug 04, 2021
2.6.0rc1 Jul 13, 2021
2.6.0rc0 Jun 29, 2021
2.5.3 Feb 02, 2022
2.5.2 Nov 01, 2021
2.5.1 Aug 10, 2021
2.5.0 May 13, 2021
2.4.4 Nov 01, 2021
2.4.3 Aug 10, 2021
2.4.2 Jun 15, 2021
2.4.1 Jan 21, 2021
2.4.0 Dec 14, 2020
2.3.4 Aug 10, 2021
2.3.3 Jun 15, 2021
2.3.2 Jan 06, 2021
2.3.1 Sep 24, 2020
2.3.0 Jul 27, 2020
2.2.3 Jun 15, 2021
2.2.2 Jan 06, 2021
2.2.1 Sep 24, 2020
2.2.0 May 07, 2020
2.1.4 Jun 15, 2021
2.1.3 Jan 06, 2021
2.1.2 Sep 24, 2020
2.1.1 May 18, 2020
2.1.0 Jan 08, 2020
2.0.4 Jan 06, 2021
2.0.3 Sep 24, 2020
2.0.2 May 18, 2020
2.0.1 Jan 26, 2020
2.0.0 Sep 30, 2019
1.15.5 Jan 06, 2021
1.15.4 Sep 24, 2020
1.15.3 May 18, 2020
1.15.2 Jan 26, 2020
1.15.0 Oct 16, 2019
1.14.0 Jun 19, 2019
1.13.2 Jul 16, 2019
1.13.1 Feb 26, 2019
1.12.3 Jun 21, 2019
1.12.2 Apr 18, 2019
1.12.0 Nov 06, 2018
1.11.0 Sep 27, 2018
1.10.1 Aug 24, 2018
1.10.0 Aug 08, 2018
1.9.0 Jul 10, 2018
1.8.0 Apr 28, 2018
1.7.1 May 08, 2018
1.7.0 Mar 29, 2018
1.6.0 Mar 01, 2018
1.5.1 Mar 20, 2018
1.5.0 Jan 26, 2018
1.4.1 Dec 08, 2017
1.4.0 Nov 01, 2017
1.3.0 Aug 16, 2017
1.2.1 Jun 30, 2017
1.2.0 Jun 15, 2017
1.1.0 Apr 21, 2017
1.0.1 Mar 08, 2017
1.0.0 Feb 15, 2017
0.12.1 Dec 28, 2016
0.12.0 Dec 19, 2016

Wheel compatibility matrix

Platform CPython 3.10 CPython 3.11 CPython 3.12 CPython 3.13
macosx_12_0_arm64
manylinux_2_27_aarch64
manylinux_2_27_x86_64
win_amd64

Files in release

Extras:
Dependencies:
absl-py (>=1.0.0)
astunparse (>=1.6.0)
flatbuffers (>=25.9.23)
gast (!=0.5.0,!=0.5.1,!=0.5.2,>=0.2.1)
google_pasta (>=0.1.1)
libclang (>=13.0.0)
opt_einsum (>=2.3.2)
packaging
protobuf (<8.0.0,>=6.31.1)
requests (<3,>=2.21.0)
setuptools
six (>=1.12.0)
termcolor (>=1.1.0)
typing_extensions (>=3.6.6)
wrapt (>=1.11.0)
grpcio (<2.0,>=1.24.3)
keras (>=3.12.0)
numpy (>=1.26.0)
h5py (<3.15.0,>=3.11.0)
ml_dtypes (<1.0.0,>=0.5.1)