Pip install tensorflow. 0 The raw API of tflite can be found in this documentation.
Pip install tensorflow 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. conf 文件（如果不存在），在文件中写入以下内容： 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。 Jan 29, 2025 · In fact, the stable release of tensorflow i. Jan 21, 2024 · Learn the step-by-step procedure to install TensorFlow using pip and create a virtual environment for each platform. Mar 25, 2024 · TensorFlow is an open-source machine learning framework developed by Google. tsinghua Nov 24, 2023 · “Discover the step-by-step guide on how to successfully install Tensorflow with Python 3. Dec 8, 2024 · Install CPU-only TensorFlow: Install the tensorflow-cpu package using pip install tensorflow-cpu. 3. Note that Keras 2 remains available as the tf-keras package. 安装 TensorFlow pip 软件包. It is that magic well that allows developers to build and deploy ML-powered applications easily. Usually, pip comes already installed if the python Learn how to install TensorFlow, a leading open-source machine learning framework, using pip, Python’s package manager. cn/simple tensorflow 在Windows下，可以在命令行中使用相同的命令。 如果希望永久更换镜像源，可以在用户目录下创建一个 . x 的 CPU 和 GPU 套件各自獨立： tensorflow==1. Apr 1, 2020 · 关于 TensorFlow 安装，有很多方法可以实践。本文将为大家详细介绍如何利用 pip 安装 TensorFlow 。 可用安装包 tensorflow — 仅限 CPU 的当前版本（推荐给初学者） tensorflow - gpu — 支持 GPU 的当前版本（Ubuntu 和 Windows） tf - nightly — Nightly 仅为 CPU 构建（不稳定） tf - nightly - gpu — 使用 GPU 支持 Nightly（不 Feb 26, 2024 · The instructions are similar to installing the package directly on to your system. 9+ 64-bit release for Windows. ”Deploying Tensorflow, a machine learning library developed by Google, with Python 3. 2 以上版本。 pip 19. The CUDA Profiling Tools Interface (CUPTI) is utilized by Tensorflow in a profiling sense for inspecting how well the GPU is handling the loads. Follow the steps to verify Python version, create environment, activate TensorFlow, and run a sample program. Learn how to install TensorFlow on your system with pip or Anaconda. There are three different processor platforms available: CPU, GPU, and TPU. 18. 6–3. whl cd /tmp # don't import from source directory python-c "import tensorflow as tf; print(\"Num GPUs Available: \", len(tf. TensorFlow on macOS is limited to CPU execution as there is no official GPU support. Note: Make sure you have upgraded to the latest pip to install the TensorFlow 2 package if you are using your own development environment. pip install tensorflow. # Upgrade pip pip install --upgrade pip # Install current stable release of TensorFlow pip install tensorflow 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. Мы расскажем, как проверить версии Python и pip, установить TensorFlow с поддержкой GPU и убедиться в правильности установки. La commande utilisée pour l'installation est mentionnée ci-dessous - pip install tensorflow. For TensorFlow, you can install the binary version from the Python Package Index (PyPI). 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。 Découvrez comment installer TensorFlow sur votre système. pip 目录下创建一个 pip. . 0 The raw API of tflite can be found in this documentation. Unfortunately, these are placed inside of extras directory inside of the installation directory for CUDA. 5 以上版本。 Python 3. 8 conda activate new_env pip install tensorflow; 2. 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 See the nvidia-tensorflow install guide to use the pip package, to pull and run Docker container, and customize and extend TensorFlow. To install python on windows refer to: How to install Python on Windows? Step 4: To install Tensorflow, we need pip for python. list_physical_devices('GPU')))" 成功： TensorFlow 现已安装完毕。 经过测试的构建配置 Linux CPU Mar 19, 2025 · Install Python and the TensorFlow package dependencies. In this article, we will guide you through the process of installing TensorFlow version 1. Узнайте, как установить TensorFlow в Python с помощью нашей пошаговой инструкции. Use the following commands to install the current release of TensorFlow. pip install tensorflow == 2. Install the TensorFlow pip package dependencies: Oct 21, 2024 · 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 ` Nov 14, 2024 · Installing our TensorFlow. 2 cudnn=8. Follow the step-by-step instructions for Linux, macOS, Windows, and WSL2. Et, pip install tensorflow-gpu. Jan 28, 2025 · Install the package and use it like what you build from the TensorFlow codebase. 15 using pip in Python 3. Download a pip package, run in a Docker container, or build from source. 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. 15 defaults to pip uninstall tensorflow # remove current version pip install /mnt/tensorflow-version-tags. 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. 0 on Linux Operating Systems, MacOS, and Windows machines using the pip command with Python 3. 0 pip install tflite == 2. Habilita la GPU en las tarjetas compatibles. Installation Stuck or Extremely Slow. Make sure that we run the cmd as an administrator. Aprende cómo instalar TensorFlow en tu sistema. Apr 26, 2025 · pip install tensorflow-gpu Note: TensorFlow 2. tsinghua. Prerequisites Before we begin, make sure you have Python 3 installed on your machine. 15：僅支援 CPU 的版本; tensorflow-gpu==1. x 的最终版本。 Jan 24, 2023 · Hashes for tensorflow-gpu-2. 1. 6. Step 1: Install Python and Set Up a Virtual Environment. Google Colab is a cloud-based Jupyter notebook environment that allows you to write and execute Python code in your browser. org. Choose a name for your TensorFlow environment, such as “tf”. 9 or later is installed. Feb 21, 2025 · Installing TensorFlow on macOS. 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. pip3 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. Step 3: Python environment can be downloaded from python. 15：支援 GPU 的版本 (Ubuntu 和 Windows) 系統需求. Descarga un paquete pip, ejecútalo en un contenedor de Docker o compila con el código fuente. […] После успешной установки Python вы можете перейти к установке TensorFlow. python3 -c "import tensorflow as tf; print(tf. 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. list_physical_devices('GPU')))" 成功： TensorFlow 現已安裝完成。 經過測試的建構設定 Linux CPU May 19, 2025 · Install with pip. activate tensorflow. Keras 3 is available on PyPI as keras. Install keras: pip install keras --upgrade Install backend package(s). 0 does not have Python 3. Perfect for beginners to start with machine learning. x 的最终版本。 Saiba como instalar o TensorFlow no seu sistema. 9 Python 3. 0" $ pip install--upgrade tensorflow-hub The TF1-style API of TensorFlow Hub works with the v1 compatibility mode of TensorFlow 2. 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 May 27, 2023 · pip install-q tensorflow-recommenders pip install-q--upgrade tensorflow-datasets from typing import Dict , Text import numpy as np import tensorflow as tf import tensorflow_datasets as tfds import tensorflow_recommenders as tfrs See the nvidia-tensorflow install guide to use the pip package, to pull and run Docker container, and customize and extend TensorFlow. Mar 11, 2025 · TensorFlow is an open source software library for high performance numerical computation and machine learning. 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. For users seeking accelerated performance leveraging GPU capabilities, installing TensorFlow with GPU support is paramount. 0). Create and activate a virtual environment: python3 -m venv tf_env source tf_env/bin/activate. 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. 지원되는 카드에서 GPU를 사용 설정합니다. pip Sep 5, 2022 · Choose pip in the left side and go to python section and install python environment to work on it. 9 支援需要 TensorFlow 2. tuna. 11" # Verify the installation: python -c "import tensorflow as tf; print(tf. It is now installed on your Windows machine. x still supported by the tensorflow_hub library (as of release 0. This hides GPUs from TensorFlow. Une fois l'installation réussie, il est important de connaître l'exemple d'exécution du programme de TensorFlow. TensorFlow and Keras have certain dependencies Install TensorFlow. Then, you will use pip to install the tensorflow package. This provides a TensorFlow version without GPU dependencies. If you want to get the latest version, downgrade to Python 3. TensorFlow 1. First, you need to make sure you have an up-to-date version of pip. 12. 8 支援需要 TensorFlow 2. 验证安装. 0 以上版本 (需要 manylinux2010 使用 Python 的 pip 包管理器安装 TensorFlow。 TensorFlow 2 软件包需要 pip 版本 >19. Enable the GPU on supported cards. gz; Algorithm Hash digest; SHA256: 51cc56493594840814e55545cf36c006e174a6186f71418cc29aafa62e77b756: Copy : MD5 Apr 24, 2024 · Utilize pip install tensorflow== to install a precise version of TensorFlow tailored to your needs. Set CUDA_VISIBLE_DEVICES (before script execution) Run export CUDA_VISIBLE_DEVICES="" in your terminal before executing your Python script. May 18, 2023 · The three popular methods for installing TensorFlow include pip, Anaconda, and Docker. Open a terminal application and use the default bash shell. 3）。 适用于 Ubuntu、Windows 和 macOS 的官方软件包。 시스템에 TensorFlow를 설치하는 방법을 알아봅니다. Feb 26, 2024 · The instructions are similar to installing the package directly on to your system. Legacy use with TensorFlow 1. __version__ and verify the installation. 10 is not supported on the GPU on Windows Native python -m pip install "tensorflow<2. reduce_sum(tf. It includes instructions for checking your Python version, creating a virtual environment, installing TensorFlow with or without GPU support, upgrading pip, installing on macOS with GPU support, using a Conda environment, and configuring pip to work behind a May 18, 2023 · The three popular methods for installing TensorFlow include pip, Anaconda, and Docker. Wait for the installation to terminate successfully. Step 2: Install TensorFlow. Step 1: To install TensorFlow, start the terminal. Oct 7, 2022 · TensorFlow is an end-to-end open-source platform for machine learning (ML), backed by a comprehensive yet flexible ecosystem of tools, libraries, and communities. edu. tar. 15 is the only version of TensorFlow 1. Téléchargez un package pip, exécutez-le dans un conteneur Docker ou compilez-le à partir de la source. 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. 0 的 pip 版本（对于 macOS 来说，则需要高于 20. 2. Существует несколько способов установки TensorFlow, но самый простой способ - это использовать менеджер пакетов pip. list_physical_devices('GPU'))" 3. It allows developers to build and deploy machine learning models efficiently. 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 Apr 15, 2024 · $ pip install "tensorflow>=2. 8, simplifying and enriching your machine learning experience. 验证 CPU 设置. May 21, 2020 · This guide explained how to install TensorFlow version 2. config. 0 # Anything above 2. TensorFlow is a machine learning framework developed by Google and used for the development of deep learning models. Check the TensorFlow version using tf. Follow the step-by-step guide for Windows, macOS, and Linux, covering CPU and GPU setups, prerequisites, and troubleshooting. 8 can be accomplished using simple steps that involve setting up the right environment, configuring Python Interpreter, and then installing Tensorflow Jul 6, 2022 · In this case, try "pip3 install tensorflow" or “python -m pip install tensorflow“. See the install guide for details. To install TensorFlow with pip, use the command pip install tensorflow or copy the PIP instructions from the project page. 11. 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. Ensure Python 3. 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。 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。 Dec 31, 2024 · pip install -i https://pypi. Select pip as an optional feature and add it to your %PATH% environmental variable. 15：TensorFlow 1. normal([1000, 1000])))" 如果返回张量，则表示您已成功安装 TensorFlow。 May 3, 2023 · conda install -c conda-forge cudatoolkit=11. CPU-only is recommended for beginners. By executing pip install tensorflow-gpu (opens new window), you enable GPU Aug 30, 2024 · pip install tensorflow-gpu Alternative: Using Google Colab. Вот и всё, теперь можно начать работу над оптимизацией нейросети, а когда закончите, можно выйти из виртуальной среды, набрав: (tensorflow) deactivate cloud Как установить TensorFlow в Windows Feb 14, 2025 · Create Tensorflow Project Directory Step 3: Install TensorFlow in Ubuntu. 0（或 macOS 的 >20. Ative a GPU em placas compatíveis. 3. Step 5: Install the ipykernel Package. 0. x supports both CPU and GPU in the same package for newer versions. Activez le GPU sur les cartes compatibles. Dec 4, 2024 · This Python code provides examples of how to install the TensorFlow machine learning library in various environments and configurations. Python 3. e. pip 目录（如果不存在），然后在 . The pip installation method utilizes a Python package manager to install TensorFlow and its dependencies. random. pip 패키지를 다운로드하거나 Docker 컨테이너에서 실행하거나 소스에서 빌드합니다. Mar 18, 2024 · To install Keras and TensorFlow, use pip to install TensorFlow and then install Keras separately. Mar 19, 2025 · Learn how to install TensorFlow with pip for different Python versions, hardware and software requirements, and package locations. Each platform has different hardware requirements and offers different performance. 13 wheels as at now. It’s Mar 16, 2023 · (tensorflow) pip install tensorflow. Step 5- Utilisez pip pour installer «Tensorflow» dans le système. 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. Install a Python 3. Mar 24, 2023 · Learn how to install TensorFlow on your system. Verify the CPU setup: Verifying the CPU setup by executing the below command. Faça o download de um pacote PIP, execute em um contêiner do Docker ou crie com base no código-fonte. 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 Learn how to install TensorFlow in Python with this easy step-by-step guide. If we do not know how to run your cmd as an administrator Dec 20, 2024 · To install TensorFlow, you typically use pip (Python’s package installer). Once we have downloaded the latest version of Python, we can now put our finishing touches by installing our TensorFlow. Some systems take longer to install large packages. Download and install Anaconda or Miniconda. It's recommended to install the version that same as the TensorFlow that generates the TFLite model. # Installing TensorFlow with GPU Support. To use keras, you should also install the backend of choice: tensorflow, jax, or torch. If you need GPU support, install the GPU variant: pip install tensorflow-gpu If you are following along in your own development environment, rather than Colab, see the install guide for setting up TensorFlow for development. slrdrcteauwrrqbioenotzywykpxuyyrpjruypxyft