Tensorflow install Feb 21, 2025 · Option 1: Install TensorFlow on Windows (CPU Only) Install Microsoft Visual C++ Redistributable from Microsoft. TensorFlow GPU 支援需要各種驅動程式和程式庫。為簡化安裝作業並避免發生程式庫衝突，建議你使用支援 GPU 的 TensorFlow Docker 映像檔 (僅限 Linux)。 pip install tensorflow == 1. 15 # GPU ハードウェア要件. 15：支援 GPU 的版本 (Ubuntu 和 Windows) 系統需求 It downloads the necessary packages needed for TensorFlow setup. We follow the official instructions for installation via pip, except we use a pre-installed Python via the modulefile python/gcc/3. 5 (64 bit). pip install-U--user pip numpy wheel pip install-U--user keras_preprocessing--no-deps 注意： 必须使用 pip 19. 8 conda activate new_env pip install tensorflow; 2. pip3 install six numpy wheel pip3 install keras_applications==1. Faça o download de um pacote PIP, execute em um contêiner do Docker ou crie com base no código-fonte. pip install --upgrade tensorflow Step 5: Check TensorFlow version. 3 MB/s eta 0:00:58 {CPU} Note: Starting with TensorFlow 2. whl 软件包。 请参见 setup. Descarga un paquete pip, ejecútalo en un contenedor de Docker o compila con el código fuente. 0 ou mais recentes. 5、8. Saiba como instalar o TensorFlow no seu sistema. py 文件的 REQUIRED_PACKAGES 下。 安装 Bazel 了解如何在您的系统上安装 TensorFlow。下载 pip 软件包，在 Docker 容器中运行或从源代码构建。 pip install tf-nightly. 0 이상을 포함하는 NVIDIA® GPU 카드 CUDA® 지원 GPU 카드 목록을 참고하세요. 0. 3 MB) | | 234. 附註 ：Ubuntu 和 Windows 如果搭載了採用 CUDA® 技術的顯示卡，即適用 GPU 支援。. 2. Usually, pip comes as a built-in tool, and it gets installed together with Python. Note: Make sure you have upgraded to the latest pip to install the TensorFlow 2 package if you are using your own development environment. Installation Stuck or Extremely Slow May 11, 2019 · 5- Install Tensorflow. 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. See the TensorFlow install guide for the pip package, to enable GPU support, use a Docker container, and build from source. ). 10. 5, 5. 6. TensorFlowの初期は、環境に合わせてバイナリを指定してインストールしなければなりませんでしたが、今ではコマンド1つでインストールできるようになっています。 This will provide you with a default installation of TensorFlow suitable for use with the tensorflow R package. Jul 1, 2020 · If you have a dedicated NVIDIA GPU and want to take advantage of its processing power, instead of tensorflow, install the tensorflow-gpu package, which includes GPU support. Install TensorFlow: pip install “tensorflow<2. 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。 了解如何在您的系统上安装 TensorFlow。下载 pip 软件包，在 Docker 容器中运行或从源代码构建。在支持的卡上启用 GPU。 tensorflow：最新穩定版本，支援 CPU 和 GPU (Ubuntu 和 Windows) tf-nightly：預覽版本 (不穩定)。Ubuntu 和 Windows 都支援 GPU。 舊版 TensorFlow. If your version of Tensorflow is too old (under 1. Mar 14, 2025 · 1. An open-source machine learning software library, TensorFlow is used to train neural networks. CPU-only is recommended for beginners. 我们将从源代码构建 TensorFlow pip 软件包并将其安装在 Windows 设备上。 注意： 我们已针对 Windows 系统提供了经过充分测试的预构建 TensorFlow 软件包。 Step 4: Install the latest stable TensorFlow version with pip package. Installing TensorFlow 2. Follow the step-by-step instructions for CPU-only or GPU-supported installation on Linux, macOS, or Windows with WSL2. To install the current release, which includes support for CUDA-enabled GPU cards (Ubuntu and Windows):. 15 # GPU 하드웨어 요구사항. To use keras, you should also install the backend of choice: tensorflow, jax, or torch. The command used for installation is mentioned as below −. See the install guide for details. Check the version of TensorFlow using tf. Veja a lista de placas GPU habilitadas para CUDA®. Sep 5, 2022 · Learn how to download and install Tensorflow, a free and open-source software library for machine learning and deep learning, on Windows OS. I have also tried Jun 24, 2021 · It is pretty easy to install anaconda, instructions to easily install will be displayed once you click on install. TensorFlow 1. 다음과 같은 GPU 사용 기기가 지원됩니다. Expressed in the form of stateful dataflow graphs, each node in the graph represents the operations performed by neural networks on multi-dimensional arrays. 5 --no-deps 这些依赖项就列在 setup. Kita akan cek apakah sudah bisa dipanggil dengan python. Nov 22, 2023 · TensorFlowのインストールを行いたいものの、インストールの途中でエラーが発生してしまう方も多いのではないでしょうか。本記事ではTensorFlowのインストール方法について解説します。エラーが発生した場合の対処方法についても説明しますので、是非試してみてください。 Découvrez comment installer TensorFlow sur votre système. install_tensorflow() will install the special packages tensorflow-macos and tensorflow-metal on Arm Macs. Create and activate a virtual environment: conda create –name tf python=3. Select pip as an optional feature and add it to your %PATH% environmental variable. With your virtual environment activated, run the following command: pip install --upgrade pip pip install tensorflow. 验证安装. 0 或更高的 NVIDIA® GPU 卡。请参阅支持 CUDA® 的 GPU 卡列表。 Then install the TensorFlow package with the following command: pip install tensorflow==2. Installing the Windows-native tensorflow or tensorflow-cpu package installs Intel's tensorflow-intel package. However Apple has published a custom version of Tensorflow compatible with Arm Macs. 0-cp39-cp39-win_amd64. Install a Python 3. Habilita la GPU en las tarjetas compatibles. Then, install Tensorflow using one of the following commands: pip install tensorflow - To install Tensorflow without GPU May 10, 2016 · conda create --name tensorflow python=3. If you are operating only on one version of Python, type in cmd: C:/>conda install tensorflow. pip install tensorflow And, pip install 시스템에 TensorFlow를 설치하는 방법을 알아봅니다. 15 # GPU 硬件要求. 0, tapi kita menggunakan versi yang dibawahnya saja karena lebih stabil yaitu. Then, type in cmd: C:/>conda install tensorflow python=version(e. Install TensorFlow. Step 4 − After successful environmental setup, it is important to activate TensorFlow module. python=3. Yup semua berhasil Sekalian kita akan install library keras juga. 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. Creating a virtual environment using Anaconda is straightforward. Activez le GPU sur les cartes compatibles. In this tutorial you will learn. 0, 6. How to install TensorFlow in a virtual environment; How to activate your environment in Jupyter Notebook; How to use TensorFlow in a Jupyter Notebook; How to install TensorFlow in a virtual Jul 25, 2024 · For NVIDIA® GPU support, go to the Install TensorFlow with pip guide. 10 NOTE: If you are installing a different version of TensorFlow change the command accordingly. 5、5. Note: This installation has been tested with Anaconda Python 3. Mar 24, 2023 · Learn how to install TensorFlow 2 on various systems, including Python, Windows, macOS, and WSL2. 5 activate tensorflow conda install jupyter conda install scipy pip install tensorflow-gpu Use pip install tensorflow in place of pip install tensorflow-gpu, in case if you want to install CPU only version of TF. 0 以上的版本才能安装 TensorFlow 2 . If you have multiple versions of Python, look for the version you want to install TensorFlow. __version__ and see the examples of Python code. TensorFlow 需要最新版本的 pip，因此请升级您的 pip 安装以确保您正在运行最新版本。 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. 0、6. Mar 19, 2025 · Install the following build tools to configure your Windows development environment. Ative a GPU em placas compatíveis. 0 版)，才能安裝 TensorFlow 2 . Jan 17, 2017 · 何も問題が無ければ、無事にコンソールにb'Hello, TensorFlow!'と表示されたはずです。 まとめ. 15 # CPU pip install tensorflow-gpu == 1. 0 之後的版本 (不含 19. 8. Install Python and the TensorFlow package dependencies. Use the following commands to install the current release of TensorFlow. 0 以降）。CUDA® 対応の GPU カードの一覧をご確認ください。 Jun 23, 2020 · Introduction. 10, and we use Python virtual environments (venv)[1][2] instead of miniconda (or Anaconda). Untuk referensi lain bisa Docker 使用容器创建虚拟环境，以便将 TensorFlow 安装结果与系统的其余部分隔离开来。TensorFlow 程序在此虚拟环境中运行，该环境能够与其主机共享资源（访问目录、使用 GPU、连接到互联网等）。 If everything is set up correctly, you can install TensorFlow with GPU support using: pip install tensorflow[and-cuda] This command will automatically download and install the appropriate CUDA and cuDNN versions compatible with your TensorFlow installation. 0), you may need to upgrade Tensorflow to avoid some incompatibilities with TFLearn. 5, 8. Apr 18, 2025 · To build TensorFlow, you will need to install Bazel. 4 MB 3. Tensorflow on Apple Silicon is not officially supported by the Tensorflow maintainers. 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。 If you are following along in your own development environment, rather than Colab, see the install guide for setting up TensorFlow for development. Install TensorFlow Get started with TensorFlow TensorFlow makes it easy to create ML models that can run in any environment. CUDA® 아키텍처 3. Bazelisk is an easy way to install Bazel and automatically downloads the correct Bazel version for TensorFlow. pip install tensorflow==1. activate tensorflow Step 5 − Use pip to install Tensorflow in the system. 6 --no-deps pip3 install keras_preprocessing==1. Kita akan install tensorflow yang sudah mencapai versi 1. The mechanism requires no device-specific changes in the TensorFlow code. Note that Keras 2 remains available as the tf-keras package. whl 套件。 This will provide you with a default installation of TensorFlow suitable for use with the tensorflow R package. Follow the steps to verify, upgrade, or uninstall TensorFlow, and use GPU support if available. To upgrade Tensorflow, you first need to uninstall Tensorflow and Protobuf: pip uninstall protobuf pip uninstall tensorflow Then you can re-install Tensorflow. 验证 CPU 设置 pip install-U--user pip numpy wheel pip install-U--user keras_preprocessing--no-deps 注意： 必须使用 pip 19. Install keras: pip install keras --upgrade Install backend package(s). x 的 CPU 和 GPU 套件各自獨立： tensorflow==1. The Python tensorflow library is among the top 100 Python libraries, with more than 17,248,257 downloads. org Jan 21, 2024 · Learn the step-by-step procedure to install TensorFlow-CPU using pip and virtual environments on different platforms. 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。 To install TensorFlow, you also need a pip package manager for Python. pip 패키지를 다운로드하거나 Docker 컨테이너에서 실행하거나 소스에서 빌드합니다. Feb 21, 2025 · Learn how to install TensorFlow, an open-source machine learning framework developed by Google, for different operating systems and hardware configurations. Jan 15, 2021 · 5. “DLL load failed” or “No module named ‘tensorflow'” 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. py 文件中的 REQUIRED_PACKAGES 部分，了解其他必需的依赖项。 Apr 2, 2025 · Install with pip. Open a terminal application and use the default bash shell. 10, Windows CPU-builds for x86/x64 processors are built, maintained, tested and released by a third party: Intel. Install the TensorFlow pip package dependencies: 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。 Aprende cómo instalar TensorFlow en tu sistema. Step 1: Open Anaconda Prompt or Terminal. To ensure that TensorFlow is installed correctly, run a simple test script. Choose a name for your TensorFlow environment, such as “tf”. Mar 25, 2025 · Learn how to install TensorFlow, a popular library for machine learning, using pip. Mar 4, 2024 · Step 5: Install TensorFlow GPU. py 文件中的 REQUIRED_PACKAGES 部分，了解其他必需的依赖项。 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。 pip install-U--user pip numpy wheel pip install-U--user keras_preprocessing--no-deps 注意 ：必須要有 pip 19. Download and install Anaconda or Miniconda. pip install tensorflow == 1. This article will show you everything you need to get this installed in your Python environment. 15：僅支援 CPU 的版本; tensorflow-gpu==1. Apr 5, 2021 · TensorFlow is a popular machine learning library and finds its use in a lot of AI and machine learning applications. Within the virtual environment, you can use the command pip instead of pip3 and python instead of python3 . 5 --no-deps 依附元件會列在 setup. GPU が使用できる以下のデバイスに対応しています。 NVIDIA® GPU カード（CUDA® アーキテクチャ 3. 9+ 64-bit release for Windows. 0、7. Install Miniconda from Miniconda Downloads. Start by opening Anaconda Prompt (on Windows) or a terminal (on macOS/Linux). To check the version of pip installed on your system, type: pip3 --version in the command prompt (in administrative mode). 15 # GPU Requisitos de hardware. g. 11” Verify installation: pip3 install six numpy wheel pip3 install keras_applications==1. Há suporte para os seguintes dispositivos habilitados para GPU: Placa GPU NVIDIA® com arquiteturas CUDA® 3. TensorFlow's pluggable device architecture adds new device support as separate plug-in packages that are installed alongside the official TensorFlow package. 지원되는 카드에서 GPU를 사용 설정합니다. Read on if you want to learn about additional installation options, including installing a version of TensorFlow that takes advantage of Nvidia GPUs if you have the correct CUDA libraries installed. Mar 11, 2025 · TensorFlow is an open source software library for high performance numerical computation. whl (423. 9 conda activate tf. py 檔案的 REQUIRED_PACKAGES 底下。 安裝 Bazel The easiest way to install TensorFlow is through pip. 1 using pip and venv. Keras 3 is available on PyPI as keras. 0, 7. Step 7: Installing Tensorflow (If it is not installed) Open your terminal pip install tensorflow == 1. Téléchargez un package pip, exécutez-le dans un conteneur Docker ou compilez-le à partir de la source. Jul 6, 2022 · pip install tensorflow. 5). See full list on tensorflow. TensorFlow programs are run within this virtual environment that can share resources with its host machine (access directories, use the GPU, connect to the Internet, etc. pip install keras. 6. To install TensorFlow on Anaconda pip, follow these steps: Open command prompt. pip install tensorflow-gpu Using Anaconda. Choose from pip, Docker, or Google Colab, and enable GPU support if available. TensorFlow 2 软件包现已推出. Follow the steps to create a virtual environment, install pip, and run Tensorflow commands. 支持以下带有 GPU 的设备： CUDA® 架构为 3. Step 2: Create the Virtual Environment pip install tensorflow == 1. Learn how to use the intuitive APIs TensorFlow 2 软件包现已推出. From your start menu, launch “Anaconda Prompt”. 下载软件包 python setup. Feb 13, 2025 · Docker uses containers to create virtual environments that isolate a TensorFlow installation from the rest of the system. py install Upgrade Tensorflow. This command first upgrades pip to ensure you have the latest version and then installs TensorFlow. eavkypnqbgtnowomuuakxyvsqagbnfntsexqmlrojajnzvvbqlnjgwneiywjocupkoxluppcaf
Tensorflow install Feb 21, 2025 · Option 1: Install TensorFlow on Windows (CPU Only) Install Microsoft Visual C++ Redistributable from Microsoft. TensorFlow GPU 支援需要各種驅動程式和程式庫。為簡化安裝作業並避免發生程式庫衝突，建議你使用支援 GPU 的 TensorFlow Docker 映像檔 (僅限 Linux)。 pip install tensorflow == 1. 15 # GPU ハードウェア要件. 15：支援 GPU 的版本 (Ubuntu 和 Windows) 系統需求 It downloads the necessary packages needed for TensorFlow setup. We follow the official instructions for installation via pip, except we use a pre-installed Python via the modulefile python/gcc/3. 5 (64 bit). pip install-U--user pip numpy wheel pip install-U--user keras_preprocessing--no-deps 注意： 必须使用 pip 19. 8 conda activate new_env pip install tensorflow; 2. pip3 install six numpy wheel pip3 install keras_applications==1. Faça o download de um pacote PIP, execute em um contêiner do Docker ou crie com base no código-fonte. pip install --upgrade tensorflow Step 5: Check TensorFlow version. 3 MB/s eta 0:00:58 {CPU} Note: Starting with TensorFlow 2. whl 软件包。 请参见 setup. Descarga un paquete pip, ejecútalo en un contenedor de Docker o compila con el código fuente. 0 ou mais recentes. 5、8. Saiba como instalar o TensorFlow no seu sistema. py 文件的 REQUIRED_PACKAGES 下。 安装 Bazel 了解如何在您的系统上安装 TensorFlow。下载 pip 软件包，在 Docker 容器中运行或从源代码构建。 pip install tf-nightly. 0 이상을 포함하는 NVIDIA® GPU 카드 CUDA® 지원 GPU 카드 목록을 참고하세요. 0. 3 MB) | | 234. 附註 ：Ubuntu 和 Windows 如果搭載了採用 CUDA® 技術的顯示卡，即適用 GPU 支援。. 2. Usually, pip comes as a built-in tool, and it gets installed together with Python. Note: Make sure you have upgraded to the latest pip to install the TensorFlow 2 package if you are using your own development environment. Installation Stuck or Extremely Slow May 11, 2019 · 5- Install Tensorflow. 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. See the TensorFlow install guide for the pip package, to enable GPU support, use a Docker container, and build from source. ). 10. 5, 5. 6. TensorFlowの初期は、環境に合わせてバイナリを指定してインストールしなければなりませんでしたが、今ではコマンド1つでインストールできるようになっています。 This will provide you with a default installation of TensorFlow suitable for use with the tensorflow R package. Jul 1, 2020 · If you have a dedicated NVIDIA GPU and want to take advantage of its processing power, instead of tensorflow, install the tensorflow-gpu package, which includes GPU support. Install TensorFlow: pip install “tensorflow<2. 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。 了解如何在您的系统上安装 TensorFlow。下载 pip 软件包，在 Docker 容器中运行或从源代码构建。在支持的卡上启用 GPU。 tensorflow：最新穩定版本，支援 CPU 和 GPU (Ubuntu 和 Windows) tf-nightly：預覽版本 (不穩定)。Ubuntu 和 Windows 都支援 GPU。 舊版 TensorFlow. If your version of Tensorflow is too old (under 1. Mar 14, 2025 · 1. An open-source machine learning software library, TensorFlow is used to train neural networks. CPU-only is recommended for beginners. 我们将从源代码构建 TensorFlow pip 软件包并将其安装在 Windows 设备上。 注意： 我们已针对 Windows 系统提供了经过充分测试的预构建 TensorFlow 软件包。 Step 4: Install the latest stable TensorFlow version with pip package. Installing TensorFlow 2. Follow the step-by-step instructions for CPU-only or GPU-supported installation on Linux, macOS, or Windows with WSL2. To install the current release, which includes support for CUDA-enabled GPU cards (Ubuntu and Windows):. 15 # GPU 하드웨어 요구사항. To use keras, you should also install the backend of choice: tensorflow, jax, or torch. The command used for installation is mentioned as below −. See the install guide for details. Check the version of TensorFlow using tf. Veja a lista de placas GPU habilitadas para CUDA®. Sep 5, 2022 · Learn how to download and install Tensorflow, a free and open-source software library for machine learning and deep learning, on Windows OS. I have also tried Jun 24, 2021 · It is pretty easy to install anaconda, instructions to easily install will be displayed once you click on install. TensorFlow 1. 다음과 같은 GPU 사용 기기가 지원됩니다. Expressed in the form of stateful dataflow graphs, each node in the graph represents the operations performed by neural networks on multi-dimensional arrays. 5 --no-deps 这些依赖项就列在 setup. Kita akan cek apakah sudah bisa dipanggil dengan python. Nov 22, 2023 · TensorFlowのインストールを行いたいものの、インストールの途中でエラーが発生してしまう方も多いのではないでしょうか。本記事ではTensorFlowのインストール方法について解説します。エラーが発生した場合の対処方法についても説明しますので、是非試してみてください。 Découvrez comment installer TensorFlow sur votre système. install_tensorflow() will install the special packages tensorflow-macos and tensorflow-metal on Arm Macs. Create and activate a virtual environment: conda create –name tf python=3. Select pip as an optional feature and add it to your %PATH% environmental variable. With your virtual environment activated, run the following command: pip install --upgrade pip pip install tensorflow. 验证安装. 0 或更高的 NVIDIA® GPU 卡。请参阅支持 CUDA® 的 GPU 卡列表。 Then install the TensorFlow package with the following command: pip install tensorflow==2. Installing the Windows-native tensorflow or tensorflow-cpu package installs Intel's tensorflow-intel package. However Apple has published a custom version of Tensorflow compatible with Arm Macs. 0-cp39-cp39-win_amd64. Install a Python 3. Habilita la GPU en las tarjetas compatibles. Then, install Tensorflow using one of the following commands: pip install tensorflow - To install Tensorflow without GPU May 10, 2016 · conda create --name tensorflow python=3. If you are operating only on one version of Python, type in cmd: C:/>conda install tensorflow. pip install tensorflow And, pip install 시스템에 TensorFlow를 설치하는 방법을 알아봅니다. 15 # GPU 硬件要求. 0, tapi kita menggunakan versi yang dibawahnya saja karena lebih stabil yaitu. Then, type in cmd: C:/>conda install tensorflow python=version(e. Install TensorFlow. Step 4 − After successful environmental setup, it is important to activate TensorFlow module. python=3. Yup semua berhasil Sekalian kita akan install library keras juga. 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. Creating a virtual environment using Anaconda is straightforward. Activez le GPU sur les cartes compatibles. In this tutorial you will learn. 0, 6. How to install TensorFlow in a virtual environment; How to activate your environment in Jupyter Notebook; How to use TensorFlow in a Jupyter Notebook; How to install TensorFlow in a virtual Jul 25, 2024 · For NVIDIA® GPU support, go to the Install TensorFlow with pip guide. 10 NOTE: If you are installing a different version of TensorFlow change the command accordingly. 5、5. Note: This installation has been tested with Anaconda Python 3. Mar 24, 2023 · Learn how to install TensorFlow 2 on various systems, including Python, Windows, macOS, and WSL2. 5 activate tensorflow conda install jupyter conda install scipy pip install tensorflow-gpu Use pip install tensorflow in place of pip install tensorflow-gpu, in case if you want to install CPU only version of TF. 0 以上的版本才能安装 TensorFlow 2 . If you have multiple versions of Python, look for the version you want to install TensorFlow. __version__ and see the examples of Python code. TensorFlow 需要最新版本的 pip，因此请升级您的 pip 安装以确保您正在运行最新版本。 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. 0、6. Mar 19, 2025 · Install the following build tools to configure your Windows development environment. Ative a GPU em placas compatíveis. 0 版)，才能安裝 TensorFlow 2 . Jan 17, 2017 · 何も問題が無ければ、無事にコンソールにb'Hello, TensorFlow!'と表示されたはずです。 まとめ. 15 # CPU pip install tensorflow-gpu == 1. 0 之後的版本 (不含 19. 8. Install Python and the TensorFlow package dependencies. Use the following commands to install the current release of TensorFlow. 0 以降）。CUDA® 対応の GPU カードの一覧をご確認ください。 Jun 23, 2020 · Introduction. 10, and we use Python virtual environments (venv)[1][2] instead of miniconda (or Anaconda). Untuk referensi lain bisa Docker 使用容器创建虚拟环境，以便将 TensorFlow 安装结果与系统的其余部分隔离开来。TensorFlow 程序在此虚拟环境中运行，该环境能够与其主机共享资源（访问目录、使用 GPU、连接到互联网等）。 If everything is set up correctly, you can install TensorFlow with GPU support using: pip install tensorflow[and-cuda] This command will automatically download and install the appropriate CUDA and cuDNN versions compatible with your TensorFlow installation. 0), you may need to upgrade Tensorflow to avoid some incompatibilities with TFLearn. 5, 8. Apr 18, 2025 · To build TensorFlow, you will need to install Bazel. 4 MB 3. Tensorflow on Apple Silicon is not officially supported by the Tensorflow maintainers. 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。 If you are following along in your own development environment, rather than Colab, see the install guide for setting up TensorFlow for development. Install TensorFlow Get started with TensorFlow TensorFlow makes it easy to create ML models that can run in any environment. CUDA® 아키텍처 3. Bazelisk is an easy way to install Bazel and automatically downloads the correct Bazel version for TensorFlow. pip install tensorflow==1. activate tensorflow Step 5 − Use pip to install Tensorflow in the system. 6 --no-deps pip3 install keras_preprocessing==1. Kita akan install tensorflow yang sudah mencapai versi 1. The mechanism requires no device-specific changes in the TensorFlow code. Note that Keras 2 remains available as the tf-keras package. whl 套件。 This will provide you with a default installation of TensorFlow suitable for use with the tensorflow R package. Follow the steps to verify, upgrade, or uninstall TensorFlow, and use GPU support if available. To upgrade Tensorflow, you first need to uninstall Tensorflow and Protobuf: pip uninstall protobuf pip uninstall tensorflow Then you can re-install Tensorflow. 验证 CPU 设置 pip install-U--user pip numpy wheel pip install-U--user keras_preprocessing--no-deps 注意： 必须使用 pip 19. Install keras: pip install keras --upgrade Install backend package(s). x 的 CPU 和 GPU 套件各自獨立： tensorflow==1. The Python tensorflow library is among the top 100 Python libraries, with more than 17,248,257 downloads. org Jan 21, 2024 · Learn the step-by-step procedure to install TensorFlow-CPU using pip and virtual environments on different platforms. 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。 To install TensorFlow, you also need a pip package manager for Python. pip 패키지를 다운로드하거나 Docker 컨테이너에서 실행하거나 소스에서 빌드합니다. Feb 21, 2025 · Learn how to install TensorFlow, an open-source machine learning framework developed by Google, for different operating systems and hardware configurations. Jan 15, 2021 · 5. “DLL load failed” or “No module named ‘tensorflow'” 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. py 文件中的 REQUIRED_PACKAGES 部分，了解其他必需的依赖项。 Apr 2, 2025 · Install with pip. Open a terminal application and use the default bash shell. 10, Windows CPU-builds for x86/x64 processors are built, maintained, tested and released by a third party: Intel. Install the TensorFlow pip package dependencies: 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。 Aprende cómo instalar TensorFlow en tu sistema. Step 1: Open Anaconda Prompt or Terminal. To ensure that TensorFlow is installed correctly, run a simple test script. Choose a name for your TensorFlow environment, such as “tf”. Mar 25, 2025 · Learn how to install TensorFlow, a popular library for machine learning, using pip. Mar 4, 2024 · Step 5: Install TensorFlow GPU. py 文件中的 REQUIRED_PACKAGES 部分，了解其他必需的依赖项。 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。 pip install-U--user pip numpy wheel pip install-U--user keras_preprocessing--no-deps 注意 ：必須要有 pip 19. Download and install Anaconda or Miniconda. pip install tensorflow == 1. This article will show you everything you need to get this installed in your Python environment. 15：僅支援 CPU 的版本; tensorflow-gpu==1. Apr 5, 2021 · TensorFlow is a popular machine learning library and finds its use in a lot of AI and machine learning applications. Within the virtual environment, you can use the command pip instead of pip3 and python instead of python3 . 5 --no-deps 依附元件會列在 setup. GPU が使用できる以下のデバイスに対応しています。 NVIDIA® GPU カード（CUDA® アーキテクチャ 3. 9+ 64-bit release for Windows. 0、7. Install Miniconda from Miniconda Downloads. Start by opening Anaconda Prompt (on Windows) or a terminal (on macOS/Linux). To check the version of pip installed on your system, type: pip3 --version in the command prompt (in administrative mode). 15 # GPU Requisitos de hardware. g. 11” Verify installation: pip3 install six numpy wheel pip3 install keras_applications==1. Há suporte para os seguintes dispositivos habilitados para GPU: Placa GPU NVIDIA® com arquiteturas CUDA® 3. TensorFlow's pluggable device architecture adds new device support as separate plug-in packages that are installed alongside the official TensorFlow package. 지원되는 카드에서 GPU를 사용 설정합니다. Read on if you want to learn about additional installation options, including installing a version of TensorFlow that takes advantage of Nvidia GPUs if you have the correct CUDA libraries installed. Mar 11, 2025 · TensorFlow is an open source software library for high performance numerical computation. whl (423. 9 conda activate tf. py 檔案的 REQUIRED_PACKAGES 底下。 安裝 Bazel The easiest way to install TensorFlow is through pip. 1 using pip and venv. Keras 3 is available on PyPI as keras. 0, 7. Step 7: Installing Tensorflow (If it is not installed) Open your terminal pip install tensorflow == 1. Téléchargez un package pip, exécutez-le dans un conteneur Docker ou compilez-le à partir de la source. Jul 6, 2022 · pip install tensorflow. 5). See full list on tensorflow. TensorFlow programs are run within this virtual environment that can share resources with its host machine (access directories, use the GPU, connect to the Internet, etc. pip install keras. 6. To install TensorFlow on Anaconda pip, follow these steps: Open command prompt. pip install tensorflow-gpu Using Anaconda. Choose from pip, Docker, or Google Colab, and enable GPU support if available. TensorFlow 2 软件包现已推出. Follow the steps to create a virtual environment, install pip, and run Tensorflow commands. 支持以下带有 GPU 的设备： CUDA® 架构为 3. Step 2: Create the Virtual Environment pip install tensorflow == 1. Learn how to use the intuitive APIs TensorFlow 2 软件包现已推出. From your start menu, launch “Anaconda Prompt”. 下载软件包 python setup. Feb 13, 2025 · Docker uses containers to create virtual environments that isolate a TensorFlow installation from the rest of the system. py install Upgrade Tensorflow. This command first upgrades pip to ensure you have the latest version and then installs TensorFlow. eavkyp nqbgt nowomuua kxyvs qagbn fntsexq mlroj ajn zvvbq lnjgw neiywj ocupk oxl upp caf