Tensorflow supported python versions.
Tensorflow supported python versions This marks the first generally available (non-preview) release of TensorFlow-DirectML, which is based on the 1. For Maxwell support, we either recommend sticking with TensorFlow version 2. 15 Python version: 3. 9 is already being tracked in #44485. When choosing, make sure the version is compatible with the Python release. 2. TFF has been developed to facilitate open research and experimentation with Federated Learning (FL), an approach to machine learning where a shared global model is trained across many participating clients that keep their training data locally. 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 If you don't have Python, download it from the official website. This issue can be used as a tracking issue. 0: October 28, 2024 (End date not yet set) TF 2. 5, but not the latest version. 1 as mentioned in this tested build config Apr 12, 2024 · However, I am unsure about the compatibility of TFF with this specific combination of Python and TensorFlow versions. 12 - release notes; r2. Nov 1, 2024 · Thanks for contributing an answer to Stack Overflow! Please be sure to answer the question. (OpKernel was found, but attributes didn’t match) Requested Attributes: dtype=DT_COMPLEX64. If you want to use Python 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, you will need to install TensorFlow in WSL2, or install tensorflow or tensorflow-cpu and, optionally, try the TensorFlow-DirectML- Mar 23, 2024 · Fortunately, after trying dozens of combinations of Python versions from 3. 12 only . 12 can support lower TensorFlow versions such as 2. Text is a TensorFlow library of text related ops, modules, and subgraphs. 15 is 3. I tried to pip 5 days ago · Select your preferences and run the install command. 8–3. 12 if it's not mandatory or compulsion to use Tensorflow with Python 3. Uninstall any current versions of TensorFlow using the pip uninstall command Mar 6, 2012 · System information I haven't written custom code. 11". Windows native. 11, you will need to install TensorFlow in WSL2, or install tensorflow-cpu and, optionally, try the TensorFlow-DirectML-Plugin 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. This is particularly true if you're using a new release of Python. 12, CUDNN, CUDA, TensorFlow, and TensorFlow-GPU, I managed to find the solution through the plugin developed by 3 days ago · Dropped support for Python 3. 6 tgz file from the official website (eg. Feb 17, 2020 · Then I figured out that my python version does not support the tensorflow-text version I was trying to install. 0 is now available. OS platform and distribution. 7 support from this version. Jan 19, 2020 · The latest supported Python version is 3. 11, you will need to install TensorFlow in WSL2, or install tensorflow or tensorflow-cpu and, optionally, try the TensorFlow-DirectML-Plugin" This is really upsetting! Support Tensorflow 2. If a serialized engine was created using the version-compatible flag, it could run with newer versions of TensorRT within the same major version. To install a GPU-enabled version of TensorFlow, you can specify: pip install tensorflow-gpu==2. The issue is that as of this date, TensorFlow is not updated to support Python 3. 0 for its public API and what is covered by the compatibility guarantee. 0 gets released, (expected Monday October 6th, 2022). . To use TensorFlow GPU on Windows, you will need to build/install TensorFlow in WSL2. 4. Python version. 20. compat 模块）。在主要版本中，我们 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. 10**: TensorFlow 2. 6 to 3. 6 is the latest version to support Python 2. 10 are CUDA 11. Note that GPU support (_gpu), TensorFlow version (-2. Note that TensorFlow now supports till 请注意，examples/ 和 tools/ 目录中的代码无法通过 tensorflow Python 模块到达，因此不在兼容性保证范围内。 如果符号可通过 tensorflow Python 模块或其子模块到达，但未记录，那么它也不属于公开 API。 兼容性 API（在 Python 中，为 tf. 13. In Rasa Pro versions 3. 13, we needed to pin the TensorFlow library version to 2. Install Clang (recommended, Linux only) Clang is a C/C++/Objective-C compiler that is compiled in C++ based on LLVM. . Soon Python 3. I ran into a similar problem with my poetry-based project. 1 (2021). 12. 7-64bits; Installed using pip: pip version 9. Mar 11, 2025 · Add TensorFlow to StableHLO converter to TensorFlow pip package. Simply pip install tf-nightly-gpu or pip install tf-nightly Note, the library name is the same, e. x) is just a wrapper on top of tf. 0, according to the documentation. 8 you have to use TF 2. x is Python v3. Although TensorFlow 2. 2 as mentioned in this tested bulid configurations below. Usually, TensorFlow versions are tightly aligned with specific CUDA and cuDNN versions. 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. Install cuDNN. I don't expect tf to support every distro. Feb 10, 2024 · Version Compatibility Matrix. Oct 5, 2023 · I have tried creating virtual environments using both Python 3. 0). Oct 4, 2023 · TensorFlow version. Apr 2, 2021 · Compatible Versions. Jun 10, 2019 · TF. ” Complex data type isn’t supported by tensorflow-metal. Nov 5, 2024 · @tilakrayal, the latest version, TensorFlow 2. 8 Dropped support for Python 3. 12 is not supported for GPU setup in Windows OS. 10 was the last TensorFlow release that supported GPU on native-Windows. 15 to build a package from source for Tensorflow 1. Jan 20, 2022 · While the above command would still install the GPU version of TensorFlow, if you have one available, it would end up installing an earlier version of TensorFlow like either TF 2. tf. Install TensorFlow Oct 25, 2024 · fedora is a major distro and many users are upgrading to the latest version. 9) pip install can not find the compatible version. toml to change your python version and the tensorflow dependency causing the issue. 5, 3. 0 and cuDNN >= v3) only when installing from sources. 6 -m pip install tensorflow==1. 2 and 3. Feb 4, 2019 · I tried to setup tensorflow for python version 3. 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. Its a version conflict wioth tensorflow I fixed by adding these two lines to your pyproject. 12 at this point) is not a choice. 0 is not feasible. 12-debug buil Dec 15, 2023 · GPU support on native-Windows is only available for 2. pip install "tensorflow[and-cuda]==2. let's first create conda environment. First Approach How to Install TensorFlow with GPU Support in a Virtual Environment on Windows 11. Nov 12, 2023 · Install the Cuda Toolkit for your Cuda version. Check your Python version using python --version. Tensorflow is not a pure-Python package as it's mostly written in C (IIRC), and needs to be recompiled for every Python version. The compatibility between Python and TensorFlow versions is crucial for ensuring stability and full functionality of the library's features. 04. Python version: python 3. load(huggingface:foo). 1, such as efficientdet and Apr 24, 2025 · Note. It will be removed in the next release. In case that it shows a Python 2 version, try using pip3 install tensorflow-directml. The following table lists the compatible versions of CUDA, cuDNN with TensorFlow. Removed Fixed. For GPU support, set cuda=Y during configuration and specify the versions of CUDA and cuDNN if required. 2 and cuDNN 8. 8 . 7 vs the one for 3. 16 and Keras 3, then by default from tensorflow import keras (tf. 13 is the latest released stable version from python foundation and is used by a major distro. VERSION and are imported in the file tools\api\generator\api\__init__. 11 and 3. TensorFlow 2 supports Python 3. # Check Python version python --version Python 3. tensorflow==2. 7 on all operating systems. 1" TensorFlow Federated. 0 tf1. X build for python 3. x is fully compatible with Python versions 3. This includes: TensorFlow builds fully on Python 3. From the docs:. Apr 2, 2025 · Keras 3: Deep Learning for Humans. Flag ignore_verifications from Hugging Face's datasets. Feb 22, 2025 · Learn how TensorFlow follows Semantic Versioning 2. 3 could add GraphDef version 8 and support versions 4 to 8. The latter will be possible as long as the used CUDA version still supports Maxwell Apr 29, 2020 · Check your python3 version, it should be satisfied based on the supported versions in the official documentation. May 2, 2023 · python -m pip install --upgrade pip # For python 3: python3 -m pip install --upgrade pip # alternative for Windows py -m pip install --upgrade pip # alternative for Ubuntu/Debian sudo apt-get update && apt-get upgrade python-pip # alternative for Red Hat / CentOS / Fedora sudo yum install epel-release sudo yum install python-pip sudo yum update python-pip Public API for tf. When you have TensorFlow >= 2. x is not supported on Python 3. 9–3. 10 and Python 3. _api. 1. That means the oldest NVIDIA GPU generation supported by the precompiled Python packages is now the Pascal generation (compute capability 6. 0, go to Download files and either download the wheel file and then install or copy the download link and save in TF Jan 7, 2024 · If you’re not within the supported Python version for TensorFlow 1. A solution is to install Python 3. 3, TF 2. It is pre-built and installed as a system Python module. 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。 There may not be a version of TensorFlow that is compatible with your version of Python. Dec 26, 2023 · I wanted to do some AI Programming on Python so I tried installing TensorFlow, Keras, Wasp and PyTorch on Hyper with pip3 install tensorflow for TensorFlow's CPU Version and Hyper didn't know what it was then for TensorFlow's GPU Version I tried: pip3 install tensorflow-gpu But Hyper couldn't install it and so I tried pip3 install pytorch for Dec 29, 2022 · Poetry Solution to tensorflow version conflict. Setup. However, determining the optimal versions to use together, particularly on older operating systems like Windows 8. The Python packages are available as a PyPI release. Sep 6, 2022 · September 06, 2022 — Posted by the TensorFlow Team TensorFlow 2. 7, ensuring that users could leverage the latest Python version without workarounds or modifications. 3. Version 3. x conversion and use tag v1. Oct 6, 2023 · TensorFlow has APIs available in several languages both for constructing and executing a TensorFlow graph. As of today, there are a lot of versions available for TensorFlow, CUDA and cuDNN, which might confuse the developers or the beginners to select right compatible combination to make their development environment. x available on python 3. 9. Bazel will Feb 10, 2025 · Before installing the TensorFlow-DirectML-Plugin, ensure your version of Windows or WSL supports TensorFlow-DirectML-Plugin. python --version # Outputs the current Python version Review TensorFlow Release Notes: Always refer to the TensorFlow release notes or the Dec 12, 2022 · As correctly mentioned by Plagon, you need to install python version between 3. 11, CUDA build is not supported for Windows. If you want to build a whl package for a specific python then you have to alias this version of python to python in shell. Dec 4, 2024 · Tensorflow store version cuda | Tensorflow store version cuda, Windows Tensorflow gpu tf2. Oct 9, 2024 · This article discusses the basics of TensorFlow and also dives deep into debugging in TensorFlow in Python. I need to wait for the next release of TensorFlow that supports Python 3. In case you absolutely need to use Windows, these are the last supported versions: May 30, 2022 · Thanks for contributing an answer to Stack Overflow! Please be sure to answer the question. Missing DLLs on Windows: Make sure that CUDA and cuDNN paths are correctly added to your system’s environment variables. g. 16 - release notes; r2. All protobuf *_pb2. C:> conda create -n tensorflow python=3. mihaimaruseac: We don't add new versions of Python for old releases. examples/와 tools/ 경로에 있는 코드는 tensorflow Python 모듈을 통해 접근할 수 없고 따라서 호환성을 보장할 수 없습니다. GCC/compiler version. That being said, you can still use fallback version (python 3. TensorFlow works with Windows 11 when NVIDIA GPUs are used, but beginners may find the setup process a little difficult. 8. 6, with no one noticing until after Python 3. Downgrade TensorFlow to a lower version by running: pip3 install --upgrade tensorflow==<version> Set the version to a lower number than the currently installed release. The only alternative to use Python 3. As Tensorflow only supports Python 3. 0 or >20. 7+ is required for Tensorflow 2. 18. May 14, 2021 · TensorFlow has APIs available in several languages both for constructing and executing a TensorFlow graph. If you’re a Windows 11 user with a compatible NVIDIA GPU and you want to harness the power of Jan 31, 2025 · TensorFlow with GPU Support Introduction. 0 with pip 24. 7 Support after TF 2. As of now, tensorflow-text doesn't support Python 3. Error: “No registered OpKernel. 14 - release notes; r2. 2) To decide CUDA Toolkit version, use the following chart. 8 are very similar. 8, 3. The minimal supported protobuf runtime version is 3. 1 (the last supported version for Python 2. 5 is the latest version to support Python 3. For Maxwell support, they either recommend sticking with TensorFlow version 2. Support for Python3. Thank you for your understanding and patience. "Caution: TensorFlow 2. Dataset : Extension types can be included in Datasets , and returned by dataset Iterators . Preview is available if you want the latest, not fully tested and supported, builds that are generated nightly. 0), and supported Python version (-cp37) are listed in the filename. 0rc1 in order to remove critical vulnerabilities; this resulted in poor user experience when installing these versions of Rasa Pro Feb 18, 2022 · Seems that the library supports Python 3. x conversion, and use tf-1. Mar 28, 2023 · Protobuf python runtime version was upgraded to 4. To do that, you can follow the instructions given here. Feb 6, 2019 · A better (recommended) alternative is to create a virtual environment of the desired Python version and then use that environment to run Tensorflow and other scripts. versions. 7, guaranteeing a seamless experience for developers. x branch for Tensorflow 1. 12 does not support Tensorflow yet :v Yes, that's almost certainly the reason. By aligning the TensorFlow version, Python version, and CUDA version appropriately, you can optimize your GPU utilization for TensorFlow-based machine learning tasks effectively. 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. However, the script expects python in shell and will only generate a whl package that matches the version of python in shell. 1 will be the final version of TensorFlow that will support Python 2 (regardless of OS). 12 and earlier; and Python 3. Dec 26, 2023 · It's working as expected with Python 3. I noticed that TensorFlow Federated (TFF) version 0. bazelversion file. Find out the differences between TensorFlow, TensorFlow Lite, and TensorFlow Lite Extension APIs and their version numbers. 0, 3. Sep 30, 2021 · conda install tensorflow will still try to fetch the latest stable version of Tensorflow, which again is not compatible with Python 2. Support for Python 3. if you need to change your python3 version, you can follow the below steps: Additionally, verifying the CUDA version compatibility with the selected TensorFlow version is crucial for leveraging GPU acceleration effectively. The latter will be possible as long as the used CUDA version still supports Maxwell GPUs. For development, please use the master branch for Tensorflow 2. 10. 10 is the last supported version, which works for Python 3. 11 - release notes; r2 The TensorFlow Python API supports Python 2. 7) for a few more days. Use the legacy kernel module flavor. 7 is only compatible with Tensorflow 1. You could possibly use an older version of Nov 8, 2018 · Python version: 2. Dec 18, 2018 · On macOS, the same command could be used. 13 - release notes; r2. Provide details and share your research! But avoid …. **End of Support for Older Python Versions**: TensorFlow has dropped support for Python versions earlier than 3. Mac OS. 7, 3. Jul 12, 2024 · TensorFlow version Support start Support end; TF 2. 5 and 9. NumPy 2. 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. See the Run inference in Python section of each task in Task Library’s documentation for more details. Is there a place that lists which versions of Python are compatible with which versions of Tensorflow? Specifically things like - if I'm understanding correctly - Python 2. x is supported by python3. 15 you have to upgrade or downgrade Python as necessary. This guide is for the latest stable version of TensorFlow. 0. This should be suitable for many users. Oct 13, 2024 · TensorFlow 2. 0, supports Python versions 3. 75 is not explicitly compatible with TensorFlow 2. For more details on how to use the fallback version - #3246 . Aside from the NVIDIA driver, no other pre-existing NVIDIA CUDA packages are necessary. Find the URLs of the TensorFlow packages for GPU or CPU support, and the hardware and software requirements for each version. 7 to 3. We've had issues in the past where some dependency did not release a wheel for new version of Python for nearly half a Oct 20, 2017 · TensorFlow only supports Python 3. I believe we need to adjust or sync the process. It is the default compiler to build TensorFlow starting with TensorFlow 2. x and 2. Oct 31, 2020 · However, nightly version of tensorflow supports python 3. Serialized engines are not portable across platforms. 6+ and will not install. 8 End of Life in October 2024. python. This means you might face some issues installing and running TensorFlow with Python 3. 0 Jun 17, 2020 · Look under the Windows section for the wheel file installer that supports GPU and your version of Python. Below is a detailed breakdown of the supported versions: Supported Python Versions. Mar 6, 2023 · Tensorflow 2. v2. 7 and 3. (Contributed by Thomas Grainger in gh-91181. No. Support broke sometime between Python 3. Unless you have a very old GPU, version 11. Nov 21, 2022 · Deprecating Python 3. 14. May 31, 2023 · Thanks for contributing an answer to Stack Overflow! Please be sure to answer the question. Major features, improvements, and changes of each version are available in the release notes. Other users suggest contacting the TensorFlow maintainers and explain why upgrading to 2. For the preview build (nightly), use the pip package named tf-nightly. 8 will have more supported frameworks, and that´s when you can install TensorFlow for Python 3. Additionally, many systems have an incompatible version of Python. tensorflow 2. TensorFlow 2. 9 GPU support. A Virtual Environment is a tool to keep the dependencies required by different projects in separate places, by creating virtual Python environments for them. We will see debugging techniques, and debugging tools, and also get to know about common TensorFlow errors. The NVIDIA container image of TensorFlow, release 21. 12, and much more! Jul 18, 2024 · That means the oldest NVIDIA GPU generation supported by the precompiled Python packages is now the Pascal generation (compute capability 6. The lastest Python version to support TensorFlow 1. path_importer_cache when there is a mixture of str and bytes keys. This would greatly benefit the community and allow us to continue using the latest Python features alongside TensorFlow. lite namespace 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. CUDA/cuDNN version. 0 does not have Python 3. 7-3. And yes, TensorFlow 1. 11 instead of Python 3. Nov 10, 2021 · Extension types are supported by the following TensorFlow APIs: Keras : Extension types can be used as inputs and outputs for Keras Models and Layers . Contents of the TensorFlow container This container image includes the complete source of the NVIDIA version of TensorFlow in /opt/tensorflow. Python 3. The library can perform the preprocessing regularly required by text-based models, and includes other features useful for sequence modeling not provided by core TensorFlow. 7 is supported by more frameworks like TensorFlow. 04 (LTS) TensorFlow installed from (source or binary): binary TensorFlow version: 1. 6(or other compatible versions) with the command: python3. lite Oct 9, 2022 · It would be great to have full Python 3. No response. 7 and Python 3. Therefore, I am seeking guidance on which version of TensorFlow Federated (TFF) would be Aug 14, 2024 · I guess this note from the TensorFlow documentation sums it up: GPU support on native-Windows is only available for 2. it would be a shame not to support it. 9 to Python 3. Oct 28, 2024 · That means the oldest NVIDIA GPU generation supported by the precompiled Python packages is now the Pascal generation (compute capability 6. 7 on Windows 10. but python 3. 10 or earlier versions, starting in TF 2. load_dataset is deprecated, and used to cause errors in tfds. 1; Describe the problem Hi: Im trying to install tensorflow with pip with this command: pip install tensorflow-gpu and the output says: Aug 23, 2023 · Note that for the latest versions of TensorFlow there is this caution "Caution: TensorFlow 2. Check this table for the latest Python, cuDNN, and CUDA version supported by each version of TensorFlow. 7), for example: conda install tensorflow=2. Pip is Python's package manager. Dec 18, 2024 · This Python script prints the version of TensorFlow installed in your current environment. Mar 19, 2025 · Learn how to install TensorFlow with pip for different Python versions and platforms. 8 ahead of Python 3. Sep 20, 2021 · 1. Jul 17, 2023 · Added Python API for all Task Library Vision / NLP / Audio tasks. __version__)" Operación exitosa: Se instaló TensorFlow. 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. 6, and numpy 1. To learn how to debug performance issues for single and multi-GPU scenarios, see the Optimize TensorFlow GPU Performance guide. The next version of tensorflow has Python 3. In this case, I believe your options are to: Mar 13, 2024 · March 13, 2024 — Posted by the TensorFlow teamTensorFlow 2. Nov 30, 2016 · Windows batch file for installing TensorFlow and Python 3. Install tensorflow with correct version in your virtual/conda environment, e. 10 or earlier versions. Bazel version. py stubs are generated now with protoc 3. x even 2. 2. This batch file should create a compatible environment without effecting other Python installs. The current supported version is LLVM/Clang 17. 0: July 18 Dec 3, 2022 · As you know, tensorflow 1 doesn't support Python 3. OS Platform and Distribution :Linux Ubuntu 18. 17 - release notes; r2. TensorFlow GPU with conda is only available though version 2. framework. If you want to use TF 1. 6 or later. TensorFlow only supports certain versions of Python (for example, Python 3. 6 with TensorFlow on Windows currently is building TF from source. 12. 1 Oct 6, 2023 · TensorFlow has APIs available in several languages both for constructing and executing a TensorFlow graph. TensorFlow with GPU support can significantly increase the effectiveness of your deep learning models, regardless of your level of experience with AI development. 15 - release notes; r2. Solution is simple and tricky. 11 so at the moment workaround is to use one of the Python versions from Python 3. 6 kind of versions, and your default python version is higher than that (in my case python3. 0 and Python 3. Using Tensorflow 2. If you plan to use TensorFlow with GPU support, you may need to install a version that matches your CUDA and cuDNN configuration. Does TensorFlow work with Python3? TensorFlow GPU binaries are now built against CUDA 10 and TensorRT 5. lspci | grep -i nvidia sudo apt install nvidia-driver-535 -y sudo reboot Next, install TensorFlow with GPU Sep 16, 2023 · 1. I want to know which versions of python does tensorflow supports? As of the latest updates, TensorFlow officially supports Python 3. 0 could drop support for versions 4 to 7, leaving version 8 only. We released Python 3. 7 support: this version and future version use Python 3. Oct 1, 2024 · A user asks if Python 3. In addition, bringing back support would be problematic due to interactions between -b and sys. GPU model and memory. 0 was released. 11 will be the last TF version to support Python 3. Ensure your Python version is supported by consulting the official TensorFlow compatibility guide. 15. 15, you have to use Python 3. Sep 13, 2023 · In this blog, we will learn about the significance of employing appropriate tools for data science tasks. 8 is good for GPUs with compute capabilities between 3. 5 to 3. 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. Feb 15, 2025 · As an enthusiastic user of both Python and TensorFlow, I kindly request that you consider adding support for Python 3. May 21, 2020 · System information OS Platform and Distribution Ubuntu 20. 5 on Windows. 5 64-bit as of now. 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. 5, and CPU version of tensorflow. Below it you also find the compatible combinations of Python, TensorFlow, CUDA and cuDNN. So, the last python version (3. 8 update 1. whl cd /tmp # don't import from source directory python-c "import tensorflow as tf; print(tf. Nov 19, 2024 · **Python 3. **Python 3. For me, this will be the wheel file listed with Python 3. Python3. The GPU version works best with Cuda Toolkit 7. 16, doing pip install tensorflow will install Keras 3. My recommendation is to use a virtual environment or a conda environment and install a supported version of python for the corresponding TensorFlow version. May 19, 2018 · Shortest possible version of the answer. 1 which was not supported and ended up wasting half Sunday. 19. Tensorflow doesn't support python 3. Added Object-C API for Task Library Vision tasks. 2 or newer. Share Improve this answer Nov 1, 2020 · Tensorflow only works on 64-bit operating systems with python 3. Mobile device. Check here for the supported systems and versions. e. If you prefer using the command line, you can check your TensorFlow version by running: Apr 18, 2025 · Make sure to install the correct Bazel version from TensorFlow's . 12, while mine is 3. TensorFlow Federated (TFF) is an open-source framework for machine learning and other computations on decentralized data. 0-tf-1. 10) are equivalent and they can interoperate (models trained in one work in the other without any concern). 0 Summary: TensorFlow is an open source machine learning framework for everyone. Starting in TF 2. Mar 25, 2025 · Before installing TensorFlow, ensure you have Python installed. 21. 3 for macOS. 한 심볼이 tensorflow Python 모듈이나 서브 모듈에서 사용가능 하지만 문서화되지는 않은 경우, 공개 API의 일부로 간주하지 않습니다. According to this tensorflow github issue newer versions of python does not support older versions of tensorflow. 8 is not supported at the moment . TensorFlow 1. Ensure you have the latest TensorFlow gpu release installed. It may break some edge cases of TensorFlow API usage. Feb 10, 2018 · TensorFlow only supports 64-bit Python. __version__)" 成功： TensorFlow 現已安裝完成。 Jul 23, 2020 · Saduf2019: TensorFlow 1. This range of compatibility ensures that users can take advantage of the latest improvements in both Python and TensorFlow. See our roadmap for more details on our plans for releases based on TensorFlow 1. TensorFlow TensorFlow is an open-source library that helps develop, deploy, and trai That version of Keras is then available via both import keras and from tensorflow import keras (the tf. Dec 9, 2023 · It’s important to check the specific TensorFlow and Python version compatibility. Custom code. Nov 19, 2024 · Verify Compatibility with Python Version: TensorFlow is only compatible with specific versions of Python. This includes testing in CI and publishing wheels to PyPI. x brought official support for Python 3. At the top of the page, the command to install an older version of a package is shown, for example: pip install numpy==1. Nov 23, 2020 · No version at all available for python 3. 10). Using Command Line. Warning: Cannot build with CUDA support on Windows. 7, this will not affect your codes since Python 3. I am assuming that you are using Windows, python3. 11. Just use the pip install by python3. As of writing this, TensorFlow supports Python 3. Both symbols are aliases of tensorflow. 10 has been released! Highlights of this release include user-friendly features in Keras to help you develop transformers, deterministic and stateless initializers, updates to the optimizers API, and new tools to help you load audio data. 3+. 0rc4. Mar 24, 2023 · Learn how to install TensorFlow 2 on various 64-bit systems, such as Ubuntu, Windows, macOS, and WSL2. Jul 24, 2024 · The following versions of the TensorFlow api-docs are currently available. Jan 29, 2025 · In fact, the stable release of tensorflow i. 03, is available on NGC. 13 wheels as at now. 15 conversion. BUT, if you don't want to create a separate environment, then conda install python=<version> should do. 11 only. py as Nov 29, 2020 · Since tensorflow-1. 6 update 3. 04 or later and macOS 10. Set up and activate a virtual/conda environment with the corresponding python version. 1 does not support Python 3. The Python API is at present the most complete and the easiest to use, but other language APIs may be easier to integrate into projects and may offer some performance advantages in graph execution. Mar 11, 2025 · TensorFlow is an open source software library for high performance numerical computation. 5-3. Install TensorFlow with various specific versions. They are the same. 0 support: TensorFlow is going to support NumPy 2. The Python version I was using (3. 1: October 28, 2024 (End date not yet set) TF 2. 9, or 3. Mar 14, 2021 · For example, using this process, you can deduce that numpy 1. Check the currently installed TensorFlow version: pip3 show tensorflow. 10 GPU support: 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. Mar 17, 2022 · All versions of Tensorflow (as in, the specific 2. 2 in an upcoming release. 11; All TensorFlow tests pass on Python 3. Keras 3 is a multi-backend deep learning framework, with support for JAX, TensorFlow, and PyTorch. At least six months later, TensorFlow 2. 0; CUDA/cuDNN version: 9. Check here to see how to create a virtual environment. 5 tf2. 2 Installed using virtualenv? pi Jul 7, 2022 · Note: TensorFlow supports Python 3. Below records the TensorFlow release versions against the supported Python versions: Nov 17, 2023 · As long as the NVIDIA driver is already installed on the system, you may now run pip install tensorflow[and-cuda] to install TensorFlow's NVIDIA CUDA library dependencies in the Python environment. Here is how I fixed it. Some Python samples require TensorFlow 2. Tensor(b'Hello, TensorFlow!', shape=(), dtype=string) Step 5: Install TensorFlow with GPU Support (Optional) If you have a compatible NVIDIA GPU and want to use it for faster computation, you can install TensorFlow with GPU support. 16 has been released! Highlights of this release (and 2. importing works as import tensorflow as tf without any problems. Other versions are supported (Cuda toolkit >= 7. 13 1. Security Nov 7, 2022 · Currently, Tensorflow is not yet supported for your python version which is "3. keras) will be Keras 3. Asking for help, clarification, or responding to other answers. 6 and 3. 1, can pose a challenge. 0 in the next release. Either wait for the next release, install the nightlies or use Python 3. cleared the pip cache using the command pip cache purge. 4, or TF 2. no 1. Here are the steps I followed: Download the Python3. Nov 19, 2024 · TensorFlow is a powerful open-source library developed by Google for numerical computation and machine learning. 15 For production, please use onnx-tf PyPi package for Tensorflow 2. Aug 15, 2024 · This guide is for users who have tried these approaches and found that they need fine-grained control of how TensorFlow uses the GPU. 15) include Clang as default compiler for building TensorFlow CPU wheels on Windows, Keras 3 as default version, support for Python 3. 8 to support the TensorFlow version 2. pip show tensorflow The Output of the above command will be shown below:-Name: tensorflow Version: 2. 7 or lower. keras namespace). 6 is a work in progress and you can track it here as well as chime in the discussion. For the latest TensorFlow GPU installation, follow the installation instructions on the TensorFlow website . 7. 11 packages So it's a bit up to you. Note that the Object-C NLP API already Sep 28, 2023 · If CI can support testing with new versions of Python, then I think that should be possible. Current behavior? Python 3. 16. 16, or compiling TensorFlow from source. 5 and cuDNN v5. 6 as of now, you can install a different version of python alongside your standard one. 14 1. 5 C:> activate tensorflow (tensorflow)C:> # Your prompt should change Check that the Python version used in the environment is supported (Python 3. 12 and according to this documentation Tensorflow doc, Python 3. Effortlessly build and train models for computer vision, natural language processing, audio processing, timeseries forecasting, recommender systems, etc. 7: This version is fully supported and is recommended for users who are starting new projects with TensorFlow. Dec 28, 2024 · There may be a more complicated answer if GPU support is essential. If you want to get the latest version, downgrade to Python 3. 5 version of TensorFlow. The request for TensorFlow support on Python 3. 8 installed. TensorRT support: this is the last release supporting TensorRT. You can check this on TensorFlow’s official documentation site. pip uninstall tensorflow # remove current version pip install /mnt/tensorflow-version-tags. keras, which I do not think is that you want, and this is why it requires specifically TensorFlow 2. 2 might support GraphDef versions 4 to 7. 12-debug Describe the current behavior I used python 3. But wait, you can ask conda and pip to install a specific version of a package. Aug 18, 2017 · Is it possible to have multiple version of tensorflow on the same OS? Yes, you can use python virtual environments for this. The correct supported CUDA and cuDNN version for Tensorflow 2. Check for any existing TensorFlow installations: Sometimes, if a previous version of TensorFlow exists on your system, it might cause conflict. 3; GCC/Compiler version (if compiling from source): 5. x. x and 1. 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. 10 is also the maximum supported version. 11 support in TensorFlow by the time Python 3. what is the most recent version of python that supports tensorflow or pytorch? TensorFlow 1. ) Since TensorFlow doesn't support 32-bit Python hence it said that "No matching distribution found for TensorFlow". 11 Jul 2, 2020 · The problem is that the latest keras version (2. 15, CUDA has been upgraded to version 12. Oct 4, 2022 · Build of tensorflow-directml built on September 3, 2021. Starting with TensorFlow 2. Also, ensure pip is installed. 11 and requires pip >19. 1) For native windows, TensorFlow 2. Supported building the TensorFlow Lite Support Pypi package on Raspberry Pi and Coral. Dec 18, 2024 · Dealing with GPU Versions. Among the widely used tools for machine learning and deep learning tasks are Python, Anaconda, and TensorFlow. Right now Python 3. 17. 9, Python 3. Can it be because I have python 3. Apr 24, 2025 · The following versions are supported: CUDA 12. 5. 10 is recommended. 3. 11 wheels for the TensorFlow packages with this release! We removed 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. 6. Stable represents the most currently tested and supported version of PyTorch. Mar 29, 2025 · Thanks for contributing an answer to Stack Overflow! Please be sure to answer the question. 9 -- 3. 7) is likely the reason why I was having trouble installing tensorflow-text. To participate in the tour of France, you need to learn to ride a bicycle. I hoping anyone know what might be the issue here TensorFlow CPU with conda is supported on 64-bit Ubuntu Linux 16. "Slightly" longer version of the answer. The TensorFlow team extensively tested and optimized the framework for Python 3. 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. 11 support It'll be released in Q1 of this year tf-nightly has Python 3. In TensorFlow 2. 2 If you don't really know what a python version means and all in a programming language, you don't have the level or knowledge to start on machine learning. r2. Feb 14, 2025 · tf. Max version of python that has tensorflow 1. 12 store; Build from source | TensorFlow | Oct 29, 2024 0. 1 Like. yca axgqzqum fxawj npcij mtfai ifaj qecuqj lmzz ocygivwy ydjzu tlla daogoy tkwv ukkg sgqi