Pip install tensorflow 11, Ubuntu 16. 3. pip install tensorflow-gpu Using Anaconda. We follow the official instructions for installation via pip, except we use a pre-installed Python via the modulefile python/gcc/3. 瞭解如何在系統上安裝 TensorFlow。下載 pip 套件並在 Docker 容器中執行，或從原始碼開始建構。在支援的顯示卡上啟用 GPU。 3. Note: Make sure you have upgraded to the latest pip to install the TensorFlow 2 package if you are using your own development environment. 0 using pip and venv. 15 is the only version of TensorFlow 1. A while back, standalone Keras used to support multiple backends, namely TensorFlow, Microsoft Cognitive Toolkit, Theano, and PlaidML. pip Узнайте, как установить TensorFlow в Python с помощью нашей пошаговой инструкции. Creating a virtual environment using Anaconda is straightforward. 15：僅支援 CPU 的版本; tensorflow-gpu==1. Prerequisites Before we begin, make sure you have Python 3 installed on your machine. Мы расскажем, как проверить версии Python и pip, установить TensorFlow с поддержкой GPU и убедиться в правильности установки. x branch after the release of TF 1. Ensure that your TensorFlow version supports the tensorflow. In this article, we will guide you through the process of installing TensorFlow version 1. 0). tar. Ensure you have installed the required CUDA Toolkit and cuDNN libraries before attempting to work with TensorFlow GPU. 3 using pip and venv. Follow the step-by-step instructions for CPU-only or GPU-supported installation on Linux, macOS, or Windows with WSL2. There are three different processor platforms available: CPU, GPU, and TPU. 15：支援 GPU 的版本 (Ubuntu 和 Windows) 系統需求. activate tensorflow Step 5 − Use pip to install Tensorflow in the system. python -m pip install tensorflow-metal Jun 7, 2017 · I installed tensorflow using pip earlier (CPU only version). Nov 19, 2024 · To install the latest stable version of TensorFlow: ```shell pip install tensorflow ``` To install a specific version of TensorFlow: ```shell pip install tensorflow==2. The simplest way to install TensorFlow is to install the binary version using one of the official Mar 25, 2024 · TensorFlow is an open-source machine learning framework developed by Google. 0 # Anything above 2. Step 1: Open Anaconda Prompt or Terminal. 验证 CPU 设置. x 的最终版本。 May 3, 2023 · conda install -c conda-forge cudatoolkit=11. Téléchargez un package pip, exécutez-le dans un conteneur Docker ou compilez-le à partir de la source. 0 的 pip 版本（对于 macOS 来说，则需要高于 20. Install Jupyter and Spyder at least, but surely you will need to install scipy too for example: conda install spyder. pip3 install tensorflow Jan 30, 2017 · The other answers are useful, but the question remains: why doesn't pip have the older version? Because older TensorFlow versions were not built for the Python version you are running 1. To install TensorFlow, use pip install tensorflow command or download the latest version from PyPI. IN PROGRESS. Activez le GPU sur les cartes compatibles. Here’s how to open the command line on a (German) Windows machine: First, try the following command to install tensorflow on your system: pip install tensorflow 시스템에 TensorFlow를 설치하는 방법을 알아봅니다. Jul 2, 2020 · There are two implementations of the Keras API: the standalone Keras (installed with pip install keras), and tf. pip 패키지를 다운로드하거나 Docker 컨테이너에서 실행하거나 소스에서 빌드합니다. tensorboard # install tensorboard pip show tensorflow. Legacy use with TensorFlow 1. Aprende cómo instalar TensorFlow en tu sistema. Now I tried to install the GPU version. Step 4 − After successful environmental setup, it is important to activate TensorFlow module. tsinghua Jul 2, 2018 · pip install tensorflow. Mar 24, 2023 · Learn how to install TensorFlow 2 on your system using pip or Docker. 4 MB 3. normal([1000, 1000])))" 如果返回张量，则表示您已成功安装 TensorFlow。 Jan 24, 2023 · Hashes for tensorflow-gpu-2. Mar 19, 2025 · Learn how to install TensorFlow with pip for different Python versions, hardware and software requirements, and package locations. python3 -c "import tensorflow as tf; print(tf. Nov 28, 2021 · conda install でGPUに対応したTensorflowをインストール. Существует несколько способов установки TensorFlow, но самый простой способ - это использовать менеджер пакетов pip. N. 9. 0 Install base TensorFlow: python -m pip install tensorflow-macos Install tensorflow-metal plugin. With release of TensorFlow 2. pip uninstall tensorflow # remove current version pip install /mnt/tensorflow-version-tags. It is now installed on your Windows machine. pip install --upgrade pip pip install tensorflow Install TensorFlow in Ubuntu Step 4: Verify TensorFlow in Ubuntu pip uninstall tensorflow # remove current version pip install /mnt/tensorflow-version-tags. 8 , pip and venv >= 19. 2 以上版本。 pip 19. 0 速度就会快很多 如果仅仅 使用这串命令 pip install tensorflow-gpu 默认下载的是最新版本 可能会遇到一些不兼容问题 注意：一定要 . Each platform has different hardware requirements and offers different performance. 5 以上版本。 Python 3. La commande utilisée pour l'installation est mentionnée ci-dessous - pip install tensorflow. NVIDIA has created this project to support newer hardware and improved libraries to NVIDIA GPU users who are using TensorFlow 1. in order to fix it: sudo apt install python3-pip pip3 install --upgrade pip python3 -m pip install tensorflow pip install --upgrade pip 然后，使用 pip 安装 TensorFlow。 # For GPU users pip install tensorflow[and-cuda] # For CPU users pip install tensorflow 4. 3 的 pip 版本）。 官方软件包支持 Ubuntu、Windows 和 macOS。 有关支持 CUDA® 的卡，请参阅 GPU 指南。 Jun 29, 2018 · python -m pip uninstall tensorflow directly in Command Prompt (for windows) instead of running the code in jupyter or VS. Python 3. 3 MB/s eta 0:00:58 conda create -n tensorflow python=3. Note: You need to activate the Virtual environment each time you want to use TensorFlow. Now that your environment is set up, you can install the latest stable version of TensorFlow along with its dependencies using pip, the Python package manager. Follow the steps to verify, upgrade, or uninstall TensorFlow, and use GPU support if available. 8 支援需要 TensorFlow 2. Dec 31, 2024 · 安装GPU版本的TensorFlow：在命令行中输入; pip install tensorflow-gpu 同样，安装完成后可以在Python中导入tensorflow来验证。 二、TensorFlow使用示例 （一）简单的线性回归示例 May 4, 2023 · 需要保证pip为最新版本，如果不是，则需更新，如下所示： pip install--upgrade pip 更新完毕之后，则可以直接进行安装，如下所示： pip install tensorflow==2. 15 defaults to conda install jupyter conda install scipy pip install sklearn pip install msgpack pip install pandas pip install pandas-datareader pip install matplotlib pip install pillow pip install requests pip install h5py pip install tensorflow pip install keras После успешной установки Python вы можете перейти к установке TensorFlow. Saiba como instalar o TensorFlow no seu sistema. 1 on a GPU node at Drexel University Research Computing Facility. x 的 CPU 和 GPU 套件各自獨立： tensorflow==1. Step 5- Utilisez pip pour installer «Tensorflow» dans le système. gz; Algorithm Hash digest; SHA256: 51cc56493594840814e55545cf36c006e174a6186f71418cc29aafa62e77b756: Copy : MD5 pip install tensorflow==2. TensorFlow from pip supports CPU-only and GPUs. if you had installed tensorflow-gpu previously, you should edit above code same as below in the command prompt: python -m pip uninstall tensorflow-gpu Jan 10, 2022 · Follow below code to install TensorFlow in virtual environment: conda create -n tf tensorflow #Create a Virtual environment(tf). activate tensorflow. After that you can check if all is correct by invoking python and trying the next program: Sep 25, 2023 · 首先，建议在安装TensorFlow之前先更新pip。可以通过以下命令来更新pip： pip install --upgrade pip; 其次，如果您的系统中同时存在Python 2和Python 3两个版本，建议使用pip3来代替pip，以确保在Python 3环境中安装TensorFlow。 pip3 install tensorflow --index-url = https: //pypi. tsinghua. Ative a GPU em placas compatíveis. 10, and we use Python virtual environments (venv)[1][2] instead of miniconda (or Anaconda). reduce_sum(tf. 9 Python 3. 8 conda activate new_env pip install tensorflow; 2. 0 以上版本 (需要 manylinux2010 Inside the tensorflow environment, install the following libraries using the commands: pip install jupyter pip install keras pip install pandas pip install pandas-datareader pip install matplotlib pip install scipy pip install sklearn; Now your tensorflow environment contains all the common libraries used in deep learning. Usually, pip comes already installed if the python version is 3 or above. Follow the step-by-step instructions for Linux, macOS, Windows, and WSL2. conda install jupyter. Check the TensorFlow version using tf. 0, Google announced that new major releases will not be provided on the TF 1. Feb 21, 2025 · Learn how to install TensorFlow, an open-source machine learning framework developed by Google, for different operating systems and hardware configurations. 1 开始，pip 包 tensorflow 即同时包含 GPU 支持，无需通过特定的 pip 包 tensorflow-gpu 安装GPU版本。 Installing TensorFlow 2. 9 支援需要 TensorFlow 2. Habilita la GPU en las tarjetas compatibles. TensorFlow and Keras have certain dependencies conda create --name tensorflow python = 3. cn/simple --upgrade tensorflow-gpu==2. @inproceedings {wolf-etal-2020-transformers, title = "Transformers: State-of-the-Art Natural Language Processing", author = "Thomas Wolf and Lysandre Debut and Victor Sanh and Julien Chaumond and Clement Delangue and Anthony Moi and Pierric Cistac and Tim Rault and Rémi Louf and Morgan Funtowicz and Joe Davison and Installing TensorFlow 2. 安装 TensorFlow pip 软件包. 0 一般情况下，建议使用镜像，速度更快，如下所示（此处使用的是清华源，其他国内源都可）： pip install-i 也可以使用 conda install tensorflow 来安装TensorFlow，不过conda源的版本往往更新较慢，难以第一时间获得最新的TensorFlow版本； 从 TensorFlow 2. Apr 14, 2025 · Citation. When you install TensorFlow 2. 2 cudnn=8. Installation Stuck or Extremely Slow. We now have a paper you can cite for the 🤗 Transformers library:. 10. 5–3. x. list_physical_devices('GPU')))" 成功： TensorFlow 現已安裝完成。 經過測試的建構設定 Linux CPU Use following command to install the library with support of interactive CLI: `bash pip install tensorflowjs[wizard] ` Then, run the following to see a list of CLI options `bash tensorflowjs_converter --help ` Mar 18, 2024 · To install Keras and TensorFlow, use pip to install TensorFlow and then install Keras separately. 0 ``` If you want to explore cutting-edge changes and features that might not yet be in the stable release, install the nightly build: ```shell pip install tf-nightly ``` Dec 11, 2024 · TensorFlow Extended pip install tfx Copy PIP instructions. list_physical_devices('GPU'))" TensorFlow 1. Some systems take longer to install large packages. 지원되는 카드에서 GPU를 사용 설정합니다. Découvrez comment installer TensorFlow sur votre système. x 的最终版本。 TensorFlow をシステムにインストールする方法について説明します。pip パッケージをダウンロードするか、Docker コンテナで実行する、あるいはソースからビルドします。サポートされているカードで GPU を有効にします。 使用 Python 的 pip 软件包管理器安装 TensorFlow。 TensorFlow 2 软件包需要使用高于 19. It allows developers to build and deploy machine learning models efficiently. It was showing me some warnings whenever I used to work with it. 6 or later, and WSL2. 3. 5 activate tensorflow pip install --ignore-installed --upgrade tensorflow Be sure you still are in tensorflow environment. Released: Dec 11, 2024. 0+, Keras will be automatically installed, as well. You can skip to the CUDA and cuDNN setup Feb 14, 2025 · Create Tensorflow Project Directory Step 3: Install TensorFlow in Ubuntu. Sep 11, 2021 · Alternatively, you can run the pip install tensorflow command in your PyCharm terminal view that makes use of the PIP package manager: $ pip install tensorflow (venv) C:\Users\xcent\Desktop\Python\pythonProject>pip install tensorflow Collecting tensorflow Downloading tensorflow-2. TensorFlow 2 supports Python 3. B. Step 2: Create the Virtual Environment Jul 21, 2020 · Tensorflow requires Python 3. 0-cp39-cp39-win_amd64. 04 or later, Windows 7 or later, macOS 10. 15 using pip in Python 3. conda activate tf #Activate the Virtualenv environment pip install tensorflow #install TensorFlow in it. random. 6. whl (423. Mar 14, 2025 · Ensure you are using the correct Python environment: python -m pip install --upgrade tensorflow; If using Anaconda, try creating a new environment: conda create --name new_env python=3. Dec 18, 2024 · pip install tensorflow-gpu==2. 请从 PyPI 中选择以下某个 TensorFlow 软件包进行安装： tensorflow：支持 CPU 和 GPU 的最新稳定版（适用于 Ubuntu 和 Windows）。 tf-nightly：预览 build（不稳定）。Ubuntu 和 Windows 均包含 GPU 支持。 tensorflow==1. Jan 21, 2024 · Learn the step-by-step procedure to install TensorFlow using pip and create a virtual environment for each platform. Learn how to install TensorFlow 2. Feb 23, 2019 · Install the TensorFlow dependencies: conda install -c apple tensorflow-deps==2. 10 is not supported on the GPU on Windows Native python -m pip install "tensorflow<2. Et, pip install tensorflow-gpu. Une fois l'installation réussie, il est important de connaître l'exemple d'exécution du programme de TensorFlow. list_physical_devices('GPU')))" 成功： TensorFlow 现已安装完毕。 经过测试的构建配置 Linux CPU Apr 15, 2024 · $ pip install "tensorflow>=2. 8–3. […] 使用 pip install tensorflow-gpu==版本号 下载的时候服务器是国外的 很慢很慢 所以我们可以使用清华镜像网站 pip install -i https://pypi. 11. If TensorFlow is installed, you will see version information. 5 It downloads the necessary packages needed for TensorFlow setup. 0. Nov 22, 2023 · TensorFlowはコマンド入力でインストールするのがもっとも簡単ですが、そのためにはまずpipをインストールする必要があります。pipの最新版をインストールするには、コマンドプロンプトやターミナルで以下のコマンドを実行します。 pip install --upgrade pip Sep 5, 2022 · Step 4: To install Tensorflow, we need pip for python. See the install guide for details. keras module. 11" # Verify the installation: python -c "import tensorflow as tf; print(tf. 0" $ pip install--upgrade tensorflow-hub The TF1-style API of TensorFlow Hub works with the v1 compatibility mode of TensorFlow 2. Latest version. whl cd /tmp # don't import from source directory python-c "import tensorflow as tf; print(\"Num GPUs Available: \", len(tf. keras which is bundled with TensorFlow (pip install tensorflow). 验证安装. 6–3. Mar 11, 2025 · TensorFlow is an open source software library for high performance numerical computation and machine learning. If not, install it using: pip install tensorflow 2. edu. x still supported by the tensorflow_hub library (as of release 0. tensorboard # Location: c:\users\<name>\appdata\roaming\python\python35\site-packages Mar 12, 2024 · pip install tensorflow Step 6: Now to verify the installation of TensorFlow we can execute the below command in the Python shell. Instead of pip installing each package separately, the recommended approach is to install Keras as part of the TensorFlow installation. __version__ and verify the installation. 1. config. TensorFlow Extended (TFX) is a TensorFlow-based general-purpose Apr 8, 2024 · # 👇️ Check if you have `tensorflow` installed pip show tensorflow # 👇️ If you don't have pip set up in PATH python -m pip show tensorflow # 👇️ Uninstall `tensorflow` pip uninstall tensorflow # 👇️ If you don't have pip set up in PATH python -m pip uninstall tensorflow # 👇️ Install tensorflow pip install tensorflow # 👇 Dec 20, 2024 · To install TensorFlow, you typically use pip (Python’s package installer). pip install tensorflow. 3 MB) | | 234. Now when I import tensorflow, it Dec 20, 2024 · pip show tensorflow. 15 on October 14 2019. For TensorFlow, you can install the binary version from the Python Package Index (PyPI). If you are following along in your own development environment, rather than Colab, see the install guide for setting up TensorFlow for development. 12. Faça o download de um pacote PIP, execute em um contêiner do Docker ou crie com base no código-fonte. Start by opening Anaconda Prompt (on Windows) or a terminal (on macOS/Linux). Wait for the installation to terminate successfully. If you need GPU support, install the GPU variant: pip install tensorflow-gpu Pip Install TensorFlow. 10 NOTE: If you are installing a different version of TensorFlow change the command accordingly. tuna. Install TensorFlow: conda install -c conda-forge tensorflow. Verify the CPU setup: Verifying the CPU setup by executing the below command. Descarga un paquete pip, ejecútalo en un contenedor de Docker o compila con el código fuente. The best way to make Spyder recognize your tensorflow environment is to do this: conda install spyder This will install a new instance of Spyder inside Tensorflow environment. If TensorFlow isn't installed in your environment, or if an older version is kicking back errors, use pip to install or upgrade to the latest release. Mar 25, 2025 · Learn how to install TensorFlow, a popular library for machine learning, using pip. Follow the steps to set up Python virtual environment, update pip and setuptools, and install TensorFlow with CUDA and CuDNN. Check TensorFlow Version. Integrations with Keras vary in different versions of TensorFlow: Jul 6, 2022 · In this case, try "pip3 install tensorflow" or “python -m pip install tensorflow“. TensorFlow 1. conda installする際にビルドを指定することで、CUDAやcuDNNも同時にインストールすることができるようです。詳しくは以下の記事に記載しています。 conda install のみでTensorFlowとGPU環境（CUDA、cuDNN）を構築する Mar 4, 2024 · Step 5: Install TensorFlow GPU. 15：TensorFlow 1. The command used for installation is mentioned as below −. evrksv fpjzcby lxq bojr itc ulrt vhkospf qll fsov qjrot nennsrlr tsndie nivic alrqcb sgomvirb