Tensorflow supported python versions 10 GPU support: Additionally, verifying the CUDA version compatibility with the selected TensorFlow version is crucial for leveraging GPU acceleration effectively. 11. Dec 28, 2024 · There may be a more complicated answer if GPU support is essential. Feb 15, 2025 · As an enthusiastic user of both Python and TensorFlow, I kindly request that you consider adding support for Python 3. Tensorflow is not a pure-Python package as it's mostly written in C (IIRC), and needs to be recompiled for every Python version. Find out how to verify your installation and stay updated with the latest releases. For the preview build (nightly), use the pip package named tf-nightly. 5. I don't expect tf to support every distro. 6 is the latest version to support Python 2. . 3 for macOS. 0 gets released, (expected Monday October 6th, 2022). We've had issues in the past where some dependency did not release a wheel for new version of Python for nearly half a Mar 19, 2025 · Default is [C:\Python311\lib\site-packages] Do you wish to build TensorFlow with ROCm support? [y/N]: No ROCm support will be enabled for TensorFlow. Mar 11, 2025 · TensorFlow is an open source software library for high performance numerical computation. 04 or later and macOS 10. Nov 24, 2022 · Just wanted to add that one of the tensorflow dependencies (tensorflow-io-gcs-filesystem) has specified that in its latest version works with Python >=3. Support for Python 3. 6 to 3. 7 and Python 3. TensorRT support: this is the last release supporting TensorRT. Support for Python3. 1? Apr 26, 2025 · As of the latest updates, TensorFlow officially supports Python 3. Python3. 5, 3. 7 to 3. 0 Summary: TensorFlow is an open source machine learning framework for everyone. tensorflow==2. 8–3. Nov 5, 2024 · @tilakrayal, the latest version, TensorFlow 2. Soon Python 3. This includes testing in CI and publishing wheels to PyPI. At least six months later, TensorFlow 2. Set up and activate a virtual/conda environment with the corresponding python version. Bazel will Jul 24, 2024 · The following versions of the TensorFlow api-docs are currently available. Nov 8, 2018 · Python version: 2. if you need to change your python3 version, you can follow the below steps: Dec 12, 2022 · As correctly mentioned by Plagon, you need to install python version between 3. Major features, improvements, and changes of each version are available in the release notes. 7, 3. 0 for its public API and what is covered by the compatibility guarantee. 8 End of Life in October 2024. 9, or 3. Asking for help, clarification, or responding to other answers. 6 days ago · Dropped support for Python 3. Ensure your Python version is supported by consulting the official TensorFlow compatibility guide. tf. Mar 23, 2024 · Fortunately, after trying dozens of combinations of Python versions from 3. 15. Oct 28, 2024 · That means the oldest NVIDIA GPU generation supported by the precompiled Python packages is now the Pascal generation (compute capability 6. Oct 13, 2024 · TensorFlow 2. 11 - release notes; r2 Feb 10, 2025 · Before installing the TensorFlow-DirectML-Plugin, ensure your version of Windows or WSL supports TensorFlow-DirectML-Plugin. Nov 19, 2024 · Verify Compatibility with Python Version: TensorFlow is only compatible with specific versions of Python. 13 1. A solution is to install Python 3. 6 or later. x brought official support for Python 3. In case that it shows a Python 2 version, try using pip3 install tensorflow-directml. cleared the pip cache using the command pip cache purge. Install TensorFlow with various specific versions. 11 will be the last TF version to support Python 3. 13. That means the oldest NVIDIA GPU generation supported by the precompiled Python packages is now the Pascal generation (compute capability 6. it would be a shame not to support it. 0; CUDA/cuDNN version: 9. 0 could drop support for versions 4 to 7, leaving version 8 only. 11, CUDA build is not supported for Windows. keras, which I do not think is that you want, and this is why it requires specifically TensorFlow 2. Warning: Cannot build with CUDA support on Windows. examples/와 tools/ 경로에 있는 코드는 tensorflow Python 모듈을 통해 접근할 수 없고 따라서 호환성을 보장할 수 없습니다. 8, 3. 12 and according to this documentation Tensorflow doc, Python 3. 2 might support GraphDef versions 4 to 7. 7-64bits; Installed using pip: pip version 9. Supported building the TensorFlow Lite Support Pypi package on Raspberry Pi and Coral. Note that TensorFlow now supports till Jan 30, 2017 · In general, installation instructions for older versions of TensorFlow can be found at : For binaries for installation using wheels: Go to tensorflow pypi release history, select the release of your choice, say tensorflow 1. Contents of the TensorFlow container This container image includes the complete source of the NVIDIA version of TensorFlow in /opt/tensorflow. Can it’s support be extended for lower TensorFlow versions as well such as tensorflow 2. 12 seems to be supporting TensorFlow versions >2. 7, this will not affect your codes since Python 3. 8. 7, guaranteeing a seamless experience for developers. By aligning the TensorFlow version, Python version, and CUDA version appropriately, you can optimize your GPU utilization for TensorFlow-based machine learning tasks effectively. 16. The current supported version is LLVM/Clang 17. Jul 18, 2024 · That means the oldest NVIDIA GPU generation supported by the precompiled Python packages is now the Pascal generation (compute capability 6. 7 and 3. g. Dec 18, 2024 · CUDA version mismatch: Ensure that the CUDA version installed on your system matches one of the versions supported by your TensorFlow version. TensorFlow 2. The only alternative to use Python 3. What worked for me is that I uninstalled the 32-bit Python version and installed the 64-bit Python version and pip install tensorflow worked immediately for downloading TensorFlow 2. 5 to 3. 3; GCC/Compiler version (if compiling from source): 5. TensorFlow only supports certain versions of Python (for example, Python 3. e. 6. 11 and 3. 8 is not supported at the moment . It will be removed in the next release. 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. 1 Like. Find out the differences between TensorFlow, TensorFlow Lite, and TensorFlow Lite Extension APIs and their version numbers. Apr 18, 2025 · Make sure to install the correct Bazel version from TensorFlow's . Oct 9, 2022 · It would be great to have full Python 3. 2 in an upcoming release. 6 is not supported) So, if you're using an out-of-range version of Python (older or newer) or a 32-bit version, then you'll need to use a different version. Install cuDNN. 6 and 3. Tensorflow doesn't support python 3. Right now Python 3. Added. 7: This version is fully supported and is recommended for users who are starting new projects with TensorFlow. 1; Describe the problem Hi: Im trying to install tensorflow with pip with this command: pip install tensorflow-gpu and the output says: Oct 5, 2023 · I have tried creating virtual environments using both Python 3. For Maxwell support, we either recommend sticking with TensorFlow version 2. Share Improve this answer TensorFlow CPU with conda is supported on 64-bit Ubuntu Linux 16. 16 has been released! Highlights of this release (and 2. The latter will be possible as long as the used CUDA version still supports Maxwell Jul 24, 2016 · For knowing any version of the python library then if your library is installed using the pip then use the following command. x and how to install them in virtual environments. . edu lab environments) where CUDA and cuDNN are already installed but TF not, the necessity for an overview becomes apparent. It may break some edge cases of TensorFlow API usage. 12, and much more! TensorFlow 1. Oct 1, 2024 · Python 3. 0rc4. Mar 19, 2025 · Learn how to install TensorFlow with pip for different Python versions and platforms. 3. Note that the Object-C NLP API already Apr 2, 2025 · Keras 3: Deep Learning for Humans. TensorFlow の公開 API のみが、マイナーバージョンとパッチバージョン間で下位互換性があります。公開 API には以下が含まれます。 tensorflow モジュールとそのサブモジュールでドキュメント化されているすべての Python 関数とクラス。ただし、以下を除きます。 Can it be because I have python 3. In the common case (for example in . 10. Below records the TensorFlow release versions against the supported Python versions:. 12. 한 심볼이 tensorflow Python 모듈이나 서브 모듈에서 사용가능 하지만 문서화되지는 않은 경우, 공개 API의 일부로 간주하지 않습니다. If you want to get the latest version, downgrade to Python 3. 2 or newer. 5-3. 4. 0 support: TensorFlow is going to support NumPy 2. Find the URLs of the TensorFlow packages for GPU or CPU support, and the hardware and software requirements for each version. 11, you will need to install TensorFlow in WSL2, or install tensorflow or tensorflow-cpu and, optionally, try the TensorFlow-DirectML- Nov 1, 2024 · Thanks for contributing an answer to Stack Overflow! Please be sure to answer the question. 7 is supported by more frameworks like TensorFlow. – Jul 2, 2020 · The problem is that the latest keras version (2. 14 - release notes; r2. However, note that TF has a large number of dependencies and those will need to work before TF can support the new version of Python. There may not be a version of TensorFlow that is compatible with your version of Python. Jul 7, 2022 · Note: TensorFlow supports Python 3. Oct 25, 2024 · fedora is a major distro and many users are upgrading to the latest version. 13 is the latest released stable version from python foundation and is used by a major distro. 11; All TensorFlow tests pass on Python 3. 5 is the latest version to support Python 3. 16 - release notes; r2. 7 on Windows 10. At the top of the page, the command to install an older version of a package is shown, for example: pip install numpy==1. 7-3. 6 with TensorFlow on Windows currently is building TF from source. Nov 19, 2024 · Learn which Python versions work with TensorFlow 2. 12 and run python -m pip install -U tensorflow in an environment, preferably a virtual environment as it helps you manage project specifics in an isolated environment. 10) are equivalent and they can interoperate (models trained in one work in the other without any concern). Apr 29, 2020 · Check your python3 version, it should be satisfied based on the supported versions in the official documentation. 11 support in TensorFlow by the time Python 3. I hoping anyone know what might be the issue here Sep 28, 2023 · If CI can support testing with new versions of Python, then I think that should be possible. I need to wait for the next release of TensorFlow that supports Python 3. Starting in TF 2. 2 as mentioned in this tested bulid configurations below. Starting with TensorFlow 2. Other versions are supported (Cuda toolkit >= 7. Removed the deprecated auto_size_plot parameter to shap. Added support for numpy 2, by @connortann in #3717 and @paulbkoch in #3704; Added support for keras 3 and tensorflow 2. Fixed Mar 14, 2021 · For example, using this process, you can deduce that numpy 1. 7. 15 Python version: 3. Missing DLLs on Windows: Make sure that CUDA and cuDNN paths are correctly added to your system’s environment variables. Although TensorFlow 2. 0 and Python 3. 8 are very similar. Added Object-C API for Task Library Vision tasks. X build for python 3. Apr 26, 2025 · As of the latest updates, TensorFlow officially supports Python 3. If you prefer using the command line, you can check your TensorFlow version by running: Feb 10, 2018 · TensorFlow only supports 64-bit Python. The latter will be possible as long as the used CUDA version still supports Maxwell GPUs. 5 and cuDNN v5. It is the default compiler to build TensorFlow starting with TensorFlow 2. 14 1. summary_plot(). Feb 22, 2025 · Learn how TensorFlow follows Semantic Versioning 2. Feb 10, 2024 · Version Compatibility Matrix. Since TensorFlow depends on NumPy, we are aiming to follow numpy's Python version support policy which will benefit our internal and external users and keep our software secure. Apr 17, 2025 · This release adds compatibility with recent version of numpy and tensorflow, and includes several bug fixes. 15 - release notes; r2. 04 (LTS) TensorFlow installed from (source or binary): binary TensorFlow version: 1. Finally, when support for a GraphDef version is dropped, we will attempt to provide tools for automatically converting graphs to a newer supported GraphDef version. If you are using poetry for dependency management, ensure that your Python version is limited to the same in order to enable the installation. Use the legacy kernel module flavor. Provide details and share your research! But avoid …. 0 tf1. It is pre-built and installed as a system Python module. pip install "tensorflow[and-cuda]==2. 2. 9. In this case, I believe your options are to: May 21, 2020 · System information OS Platform and Distribution Ubuntu 20. Mar 11, 2025 · Add TensorFlow to StableHLO converter to TensorFlow pip package. 10 was the last TensorFlow release that supported GPU on native-Windows. 0rc1 in order to remove critical vulnerabilities; this resulted in poor user experience when installing these versions of Rasa Pro Dec 9, 2023 · It’s important to check the specific TensorFlow and Python version compatibility. TensorFlow 2 supports Python 3. bazelversion file. 8 installed. 0 does not have Python 3. For example, there may be a delay between the release of a new version of Python and the release of TensorFlow for that version of Python. 3+. Install tensorflow with correct version in your virtual/conda environment, e. Mar 17, 2022 · All versions of Tensorflow (as in, the specific 2. 12, CUDNN, CUDA, TensorFlow, and TensorFlow-GPU, I managed to find the solution through the plugin developed by Feb 18, 2022 · Seems that the library supports Python 3. Windows 10 Version 1709, 64-bit (Build 16299 or higher) or Windows 11 Version 21H2, 64-bit (Build 22000 or higher) Python x86-64 3. 13 - release notes; r2. 8 to support the TensorFlow version 2. You could possibly use an older version of Nov 12, 2023 · Install the Cuda Toolkit for your Cuda version. In Rasa Pro versions 3. Is your pip installation connected to any of those versions? Try using pip --version to confirm to which Python version it is connected. 11 Jan 19, 2020 · The latest supported Python version is 3. 12 store; Build from source | TensorFlow | Oct 29, 2024 0. 0, supports Python versions 3. 18. 0 and cuDNN >= v3) only when installing from sources. The section you're referring to just gives me the compatible version for CUDA and cuDNN --ONCE-- I have found out about my desired TensorFlow version. 0). 3 could add GraphDef version 8 and support versions 4 to 8. Using Command Line. Does TensorFlow work with Python3? TensorFlow GPU binaries are now built against CUDA 10 and TensorRT 5. 11 and requires pip >19. 1 will be the final version of TensorFlow that will support Python 2 (regardless of OS). TensorFlow 1. If you mean "Will I be able to run models trained with older versions of the library", the answer is in TF's release notes and is not related to python. 8 will have more supported frameworks, and that´s when you can install TensorFlow for Python 3. 13, we needed to pin the TensorFlow library version to 2. This would greatly benefit the community and allow us to continue using the latest Python features alongside TensorFlow. but python 3. This guide is for the latest stable version of TensorFlow. Install Clang (recommended, Linux only) Clang is a C/C++/Objective-C compiler that is compiled in C++ based on LLVM. To use TensorFlow GPU on Windows, you will need to build/install TensorFlow in WSL2. 17 - release notes; r2. 0, 3. This issue can be used as a tracking issue. pip show tensorflow The Output of the above command will be shown below:-Name: tensorflow Version: 2. Below is a detailed breakdown of the supported versions: Supported Python Versions. Version 3. See the Run inference in Python section of each task in Task Library’s documentation for more details. 2 Installed using virtualenv? pi The NVIDIA container image of TensorFlow, release 21. Jul 17, 2023 · Added Python API for all Task Library Vision / NLP / Audio tasks. 16, or compiling TensorFlow from source. Dec 18, 2024 · This Python script prints the version of TensorFlow installed in your current environment. 16 by @CloseChoice in #3677; Changed. Check this table for the latest Python, cuDNN, and CUDA version supported by each version of TensorFlow. 2. Python 3. 0 in the next release. I believe we need to adjust or sync the process. Nov 21, 2022 · Deprecating Python 3. For Maxwell support, they either recommend sticking with TensorFlow version 2. 7, ensuring that users could leverage the latest Python version without workarounds or modifications. python --version # Outputs the current Python version Review TensorFlow Release Notes: Always refer to the TensorFlow release notes or the Oct 20, 2017 · TensorFlow only supports Python 3. For the latest TensorFlow GPU installation, follow the installation instructions on the TensorFlow website . 8 ahead of Python 3. lite Feb 12, 2010 · In fact, the stable release of tensorflow i. This includes: TensorFlow builds fully on Python 3. 0 or >20. 5 tf2. 0. As of writing this, TensorFlow supports Python 3. 0, go to Download files and either download the wheel file and then install or copy the download link and save in TF Aug 23, 2023 · Note that for the latest versions of TensorFlow there is this caution "Caution: TensorFlow 2. Effortlessly build and train models for computer vision, natural language processing, audio processing, timeseries forecasting, recommender systems, etc. This means you might face some issues installing and running TensorFlow with Python 3. 6 is a work in progress and you can track it here as well as chime in the discussion. 0 with pip 24. 12 does not support Tensorflow yet :v Yes, that's almost certainly the reason. r2. For GPU support, set cuda=Y during configuration and specify the versions of CUDA and cuDNN if required. 5 64-bit as of now. 7 vs the one for 3. 10 is also the maximum supported version. 03, is available on NGC. 19. Mar 13, 2024 · March 13, 2024 — Posted by the TensorFlow teamTensorFlow 2. 9–3. 6, and numpy 1. 1. NumPy 2. 8 Dropped support for Python 3. Dec 4, 2024 · Tensorflow store version cuda | Tensorflow store version cuda, Windows Tensorflow gpu tf2. 7 on all operating systems. Keras 3 is a multi-backend deep learning framework, with support for JAX, TensorFlow, and PyTorch. 15) include Clang as default compiler for building TensorFlow CPU wheels on Windows, Keras 3 as default version, support for Python 3. 7 Support after TF 2. Windows native. 11, but <3. TensorFlow GPU with conda is only available though version 2. This is particularly true if you're using a new release of Python. 12 - release notes; r2. 12, while mine is 3. The TensorFlow team extensively tested and optimized the framework for Python 3. x) is just a wrapper on top of tf. 1 (2021). Mar 24, 2023 · Learn how to install TensorFlow 2 on various 64-bit systems, such as Ubuntu, Windows, macOS, and WSL2. 1" Since TensorFlow doesn't support 32-bit Python hence it said that "No matching distribution found for TensorFlow". You can check this on TensorFlow’s official documentation site. 13 wheels as at now. Nov 1, 2020 · Tensorflow only works on 64-bit operating systems with python 3. The GPU version works best with Cuda Toolkit 7. what is the most recent version of python that supports tensorflow or pytorch? The TensorFlow Python API supports Python 2. mxgmbc kni twrz glhgmh axmsoaq nlnaec nkc sasocz rroyw tkkin wjclbj expvuwn uebc prwvd dbikfv