Conda install tensorflow 1 安装tensorflow-gpu的1. System requirements. Then you will find a list like this: Mar 19, 2025 · conda install-c conda-forge cudatoolkit = 11. Improve this answer. 1（GPU）硬件软件具体步骤1. Note: This installation has been tested with Anaconda Python 3. 0和对应的cuDNN 7. Install tensor board . 0 Struggling to install TensorFlow with Anaconda on Windows Apr 1, 2025 · $ conda activate env1; Install the TensorFlow GPU package $ conda install tensorflow-gpu=2. __version__)"` 来检查是否成功安装了TensorFlow 1. 0 然后等待一段时间，GPU版本的tensorflow就 conda config --add channels conda-forge conda config --set channel_priority strict conda create -y --name cv conda activate cv conda install -y -c apple tensorflow-deps python -m pip install tensorflow-macos python -m pip install tensorflow-metal python --version conda list|grep -E '(tensorflow|numpy)' TF_MLC_LOGGING=1 python tf_arch_test. 0=mkl* worked for me. Windows 7 or higher (64-bit) Note: Starting with TensorFlow 2. 0）然后回车，等待即可。 如果安装完之后出现了以下错误 Fatal Python error: Py_Initialize: can’t initialize sys standard streams LookupError: unknown encoding: 65001 Jan 11, 2021 · This will install the corresponding CUDA version in your conda environment. json): done Solving environment: failed with initial frozen solve. conda install tensorflow. , GPUs) and Apr 2, 2021 · 1. 0这样的命令，会报错没有对应版本。_安装tensorflow1. 2, cudatoolkit 10. I have a local install of tensorflow 1. 15_nvidia python=3. However, it prints a weird Aug 20, 2022 · conda activate <virtual_environment_name> conda install -c conda-forge cudatoolkit=11. 9，需要使用 TensorFlow 2. 8을 다른 환경에서 시험삼아 받아보려고. Apply (that is, cherry-pick) the desired changes and resolve any code May 28, 2020 · 进入conda环境 conda activate base 创建Python2. 6) on a Windows 10 computer. 1 that is why you have to use pip. Python 3. You can use conda command to check it. 2 first install 2. e. 1, and 11. 프로젝트에 들어가서 Python interprinter를 tensorflow를 설치한 새 env로 설정해주고, tensorflow가 잘 import 됨을 확인하면 성공이다! 약간 웃긴건 2. models import Sequential with Tensorflow 2? Nov 28, 2021 · conda install でGPUに対応したTensorflowをインストール. To see the available versions of tensorflow on Anaconda, you can run: conda search tensorflow Mar 12, 2024 · Steps to install TensorFlow in Anaconda Step 1: Install Anaconda Navigator. Jul 23, 2020 · conda install -c conda-forge tensorflow=1. test. If you want tensorflow 2. 1 conda install cudnn = 7. 8+导致tensorflow1. 9k次，点赞77次，收藏72次。文章目录引言我的环境一条命令解决创建环境一条命令安装tensorflow-gpu测试代码最后引言网上一大堆安装tenflow-gpu版本的教程，无外乎说的都需要在NVIDIA官网上安装对应版本cuda和cudnn，然后配置环境什么的，显得十分繁琐，而且不容易安装成功，而且TensorFlow Oct 7, 2022 · To install TensorFlow on Anaconda pip, follow these steps: Open command prompt. Description. 1、查看tensorflow各个版本：（查看会发现有一大堆TensorFlow源，但是不能随便选，选择可以用查找 Sep 22, 2023 · tensorflow版本过高，如何成功安装低版本tensorflow。检查系统内python版本，若为3. Sep 24, 2018 · The command above tell conda to create a new enviroment named tensorflow using version 3. x by default. pip install tensorflow==1. 0, type this command and hit Enter. 15：支持 GPU 的版本（适用于 Ubuntu 和 Windows） 系统要求. 代表创建一个python3. 7 进入环境 conda activate tfpy2 升级pip pip install --upgrade pip 安装tensorflow（tf版本需要查一下） （1）pip install tensorflow-gpu==2. How can I create a virtual environment using this versions? keras-gpu just installs the newest versions. csg. x libraries or not install them at all. Harshit Ruwali Harshit Ruwali. Build and train models by using the high-level Keras API, which makes getting started with TensorFlow and machine learning easy. config. If you are operating only on one version of Python, type in cmd: C:/>conda install tensorflow. pip does not . 4， python 版本是3. **官方文档**：查阅 TensorFlow 1 . Method 1: Installing TensorFlow 2 in a New Conda Environment. 1 using Conda it automatically installed cudnn 7. 8、python是3. However $ source activate tensorflow. If you have multiple versions of Python, look for the version you want to install TensorFlow. conda activate tf pip install tensorflow-gpu == 2. 1 Conda is an open source package management system and environment management system for installing multiple versions of software packages and their dependencies and switching easily between them. 0_0 anaconda But i need 7. I would be installing tensorflow in two steps, first we will create a conda python environment and then install the tensorflow 2 using pip Aug 2, 2022 · conda install tensorflow-gpu==1. Share. 1 pip in Jul 9, 2018 · 例如在一年前，我們會使用 TensorFlow 0. 0 (5) 安装对应版本的cudatoolkit和cudnn。 由第3步我们获得的信息可知，tensorflow-gpu==2. 1. 0 ``` 此方法适用于 Conda 已经支持的 TensorFlow-GPU 版本[^1]。 #### 方法二：通过 Pip 安装 特定 版本 如果目标 TensorFlow - GPU 版本 未被 Conda 支持，则可以在激活的 Anaconda 虚拟 To install this package run one of the following: conda install anaconda::tensorflow-estimator Description TensorFlow offers multiple levels of abstraction so you can choose the right one for your needs. pip安装 通过pip安装TensorFlow指定版本命令： cpu版本:pip install tensorflow==1. conda activate tensorflow_env; 在新环境中安装TensorFlow 1. 1，安装教程也是Windows。而我是Mac，自带安装的python是3. 2 cudnn = 8. 2, 11. Here’s how to do it: Mar 31, 2021 · conda 有虚拟环境管理的功能,本次我来介绍在一个 conda 环境中配置tensorflow gpu 版本. 9，CUDA为11. 1 Now you need to add nvidia-pyindex channel to your pip setup in order to download the official Nvidia Tensorflow 1. 15的版本，由于过程过于繁杂，网上的教程又很乱，因此把安装过程… Dec 26, 2023 · Install TensorFlow and Keras: Activate the new environment and install TensorFlow and Keras within it: conda activate myenv conda install tensorflow conda install keras. x安装失败，需要对系统内python进行降级，以下代码用conda在电脑中安装py36版本 conda create -n py36 python=3. 8. 0 conda install cudnn=7. 4 it will either just install the older incompatible cudatoolkit 10. なぜanacondaではなくminiconda？ →最新のanacondaを導入すると、同梱パッケージの一部がtensorflow等に対応しておらず、結局一部の同梱物をアンインストールしないといけませんでした。 Nov 8, 2022 · 1，创建虚拟环境 conda create -n tf_gpu_py3 python=3. TensorFlow Probability is a library for probabilistic reasoning and statistical analysis in TensorFlow. Install TensorFlow 2. Use the legacy kernel module flavor. 6 Dec 11, 2018 · (3. Some systems take longer to install large packages. Also, you may have to downgrade your python version to 3. 6 2、检测是否安装成功： conda info --envs 3、激活tensflow的环境： activate tensorflow 4、安装tensorflow conda install tensorflow==1. 1 pip install tensorflow-gpu==2. 12. 切换到machinelearn文件下 Jul 11, 2019 · conda install tensorflow=1. x. x doesnt work in python 3. 0 conda install tensorflow-gpu=1. conda install tensorflow-gpu=1. 4 Share. 0对应的cuda版本为10. 02(forCUDA11. 6 or later. 8，兩個版本的語法有些許的不同，因此，如果 Mar 12, 2022 · tensorflow 1. 2; win-32 v2. 5 或更高版本。 Apr 22, 2020 · How to install tensorflow 2. 0 as described. 1 python=3 tensorflow-gpu=1. 4版本以推出，安装方式不变，但是需要CUDA版本变更为11. We also can use python pip command to install tensorflow, you can refer Jul 13, 2021 · conda安装完成后，打开这个，开始后续操作. 6的环境，我们把它命名为tensorflow-gpu. 0 (with tensorboard obviously included) on MacOS. 7环境 conda create -n tfpy2 python=2. Test the Installation: Verify that TensorFlow and Keras have been installed correctly by running a simple test script. 10 conda activate myenv conda install tensorflow Share Improve this answer TensorFlow offers multiple levels of abstraction so you can choose the right one for your needs. 0-alpha0 in a conda enviroment using python 3. 2 as shown below. For more information access their documentation. 4: conda install tensorflow-gpu==2. x，为了快捷起见就安装了1. 5 配置anaconda 网上一些绑源的方法存在问题 可以用清华镜像 Oct 29, 2019 · That's why I would like to use Tensorflow 1. Or else is there a possibility to continue using from keras. Step 2 : After installing Anaconda in a system, we will create a new environment where we install tensorflow. *=gpu_* のようにビルドを指定すればcudatoolkitとcudnnが付属したtensorflowを入手できますよ ビルドはconda searchで探せます. 0，可以运行以下命令： ```bash conda install tensorflow-gpu==1. Dec 13, 2020 · Installing them manually (e. 1; win-64 v2. 1 and Keras 2. Nov 23, 2023 · これによってAnacondaのバージョンが表示されれば、Anacondaが正常に機能しています。もしconda: Command not found. 0-cpu_py312hf9ba072_0. 13 How install cuDNN==7. 10. Jul 11, 2023 · Conda 安装 tensorflow gpu 1. Then, type in cmd: C:/>conda install tensorflow python=version(e. If you try to force a newer version using tensorflow-gpu=2. 3，如果直接用pip 安装tensorflow，gpu 不会生效，报错因此我们需要使用conda安装，这样在虚拟环境中，他会自动下载cudatoolkit和cudnn，可以说很方便了。 Aug 20, 2020 · 1、创建虚拟环境tensorflow： conda create --name tensorflow python=3. tsinghua. このコメントを頂いた時の心境としては「ガチ！？」という感じでした。 Dec 11, 2024 · 文章浏览阅读1. # conda environments: # base * D:\Anaconda3 labelme D:\Anaconda3\envs\labelme python35 D:\Anaconda3\envs\python35 python37 D:\Anaconda3\envs\python37 Jun 13, 2023 · Next, use conda to install CUDA and cuDNN. Install tensorflow with correct version in your virtual/conda environment, e. 0 # for tensorflow version >2. Aug 9, 2022 · Win10下安装Tensorflow1. 13版本，輸入指令conda install tensorflow-gpu=1. X，而应用2使用TensorFlow 2. Sep 29, 2023 · I have run some very basic steps (tensorflow-gpu is currently at 2. conda create -n tensor-gpu tensorflow-gpu conda activate tensor-gpu TensorFlow is now installed. 0-cpu_py311h69da8e3_0. 243. conda create -n tft python==3. gpu 환경 x, Anaconda prompt (base)에 tensorflow 설치. contrib import learn in my code did not work as tensorflow 1. 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. 1) does not seem to fix the problem either. 14 with any other versions. 安装anaconda2. 1」では、GPUを扱うことはできません。詳しくはコチラ. 2 for tensorflow-gpu. 7 and last version of anaconda: so, the best and effective way to do this is to downgrade your python to python 3. 0 版本的cuda要求不能太高 ，对应的cuda 和cudnn版本如下但是我们cuda已经安装了11. 4 2. 11 numpy numba scipy spyder pandas conda activate py311_tf212 time conda install -c conda-forge tensorflow-gpu After 3 hours of thinking and printing a few thousand lines of package dependencies, the installation fails. 下载cuDNN：4. Then use pip to install tensorflow 2. pip install "tensorflow[and-cuda]==2. Follow answered Jan 16, 2020 at 9:20. 4 kB | osx-64/tensorflow-2. 7. Then use pip to install 2. 8 for version 2. If you want to install the GPU TensorFlow (Linux or Windows), in the environment "tensor-gpu", use the following. 8,206 3 3 gold Sep 20, 2023 · conda install tensorflow=2. 0 这是为避免自己遗忘做 Dec 29, 2021 · In this post, we will learn how to install tensorflow 2 in a conda environment. 检测anaconda环境. Tensorflow安装 （1）清华镜像仓库安装tensorflow的安装环境 noarch v3. 6 我这里的环境命名为 tft conda activate tft 切换到 tft 环境中进行操作 conda install cudatoolkit=10. conda install tensorflow-gpu=2. 9 若要支持 Python 3. Apr 17, 2022 · 对于刚使用Tensorflow的朋友来说，配置环境并使用GPU进行加速也是件令人头疼的事情，纯自己折腾会遇到比较多的坑，我对我安装Tensorflow的过程进行总结，我所安装的Tensorflow版本是2. x，CPU 和 GPU 软件包是分开的： tensorflow==1. 2=gpu_py39hc0c9373_0 conda install tensorflow=2. As part of the TensorFlow ecosystem, TensorFlow Probability provides integration of probabilistic methods with deep networks, gradient-based inference via automatic differentiation, and scalability to large datasets and models via hardware acceleration (e. conda install Oct 14, 2024 · 3、Tensorflow的安装 3. 15版本的过程，仅供大家参考。 May 30, 2016 · (tensorflow)C:> conda install -c conda-forge tensorflow 6) Now you may enter in python and work on tensorflow (tensorflow)C:> python 7) But if you like to work on Tensorflow on Jupyter notebook you need to setup the karnel for your virtual environment in following steps: a) Install the ipython kernel module into your virtualenv Jan 29, 2021 · 安装anaconda(网上教程很多) 在anaconda prompt中创建tensorflow虚拟环境: conda create -n tensorflow python=3. 1 conda install pytorch报错 Solving environment : failed with initial frozen solve . GPU: conda install -c conda-forge tensorflow-gpu=2. 1-cuda10. conda: 1 month and 28 days ago 243: main conda: 43. 6版本的名为tensorflow的虚拟环境。 接着activate tensorflow 进入tensorflow的环境. That's it. 11" # Verify the installation: python -c "import tensorflow as tf; print(tf. Either way Dec 16, 2024 · `conda install tensorflow`命令是用来通过Anaconda包管理器安装TensorFlow这个深度学习库的。如果你想使用清华大学提供的镜像源来加速安装过程，你需要先配置Anaconda的环境变量，让其优先从国内镜像仓库下载软件包。 Jun 18, 2021 · 而使用 conda 安装 GPU 加速版本的 TensorFlow 时，只需使用命令 conda install tensorflow-gpu，这些库就会自动安装成功，且版本与 tensorflow-gpu 包兼容。conda install tensorflow命令只有在Linux下安装的才是集成了mkl库的TensorFlow，如果在Windows下，必须使用conda install tensorflow-mkl Sep 26, 2020 · If you installed tensorflow2. 0-cp35-cp35m-win_amd64. To install TensorFlow 2. I wouldn't be surprised at all if there's a parameter to install alpha versions, but I didn't mess with it long enough to find out. 0 安装好后检查tensorflow gpu版本是否可用，返回结果为True则可用。 import tensorflow as tf print(tf. 1 有Anaconda进入环境下载即可. with conda install cudatoolkit=10. 15 (1) 默认安装. 2，cuDNN为8. conda activate tensorflow-gpu 激活环境，方便在该环境中安装库. 0 运行，得到如下结果. test. x或更高），因为社区对新版本的支持更 Mar 14, 2025 · If using Anaconda, try creating a new environment: conda create --name new_env python=3. 在Python开发中，很多时候我们希望每个应用有一个独立的Python环境（比如应用1需要用到TensorFlow 1. 8 and cuDNN 8. 0根本无法使用。 Apr 13, 2024 · conda install conda-forge::cudatoolkit=11. 2来进行安装(此处版本按照个人需要可以进行更改，记得按照下述标准去改即可)，如果不指定版本则默认安装最新版。详细安装细节如下注 Sep 7, 2018 · These packages are available via the Anaconda Repository, and installing them is as easy as running “conda install tensorflow” or “conda install tensorflow-gpu” from a command line interface. When you are in the yolov3_tf2 environment, now you can install any package you want. 0 ``` 5. In this tutorial, we will first install Anaconda in our home directory, then install TF in a newly created conda environment, and finally run a few TF commands to verify the installation. 1 kB | osx-64/tensorflow-2. 14 . 14 You can replace 1. 5. 13. conda conda install cudnn-7. 1 -c conda-forge -y. 2来进行安装(此处版本按照个人需要可以进行更改，记得按照下述标准去改即可)，如果不指定版本则默认安装最新版。详细安装细节如下注. 5 of python. ) 接下來，使用 conda 命令來建立一個命名為 tensorflow 的虛擬環境，並在裡面安裝 Python 3. 10 version for Python,then open anaconda prompt,then: conda create -n myenv python=3. Follow answered Jul 23, 2020 at 17:57. 1 会出现： Collecting package metadata (current_repodata. is_gpu_available 返回了True即可用 Nov 23, 2018 · Trying to install tensorflow on a virtual environment (Anaconda 3 and Python 3. and i installed tensorflow with pip install tensorflow. It works on Linux, OS X and Windows, and was created for Python programs but can package and distribute any software. 9 的版本撰寫深度學習的程式，時隔一年，TensorFlow 已經改版至 1. 0 进行安装，不用直接使_conda install tensorflow=1. 0版本。但目前直接用pip install tensorflow==1. 3 2 查找可用的tensorflow anaconda search -t conda tensorflow Apr 15, 2017 · Therefore, I recommend to use conda to install the package: conda install -n myenv tensorflow-gpu==1. 4. 1 activate tl_1（激活切换到tl_1） conda deactivate(退出激活) 安装Tensorflow 1. 1,088 2 2 gold Jun 21, 2022 · ※「conda install tensorflow=2. version. 1 or for CPU version: conda install -c anaconda tensorflow==2. 10，不过没关系，我们已经知道更新到了2. 8 version. Jul 15, 2022 · 而使用 conda 安装 GPU 加速版本的 TensorFlow 时，只需使用命令 conda install tensorflow-gpu，这些库就会自动安装成功，且版本与 tensorflow-gpu 包兼容。conda install tensorflow命令只有在Linux下安装的才是集成了mkl库的TensorFlow，如果在Windows下，必须使用conda install tensorflow-mkl Mar 19, 2025 · Starting with TensorFlow 2. x, and cudnn 7. 7 by conda install python==3. 验证安装：安装完成后，你可以通过输入 `python-c "import tensorflow as tf; print(tf. 14版本 首先升级pip，防止出现问题 Apr 21, 2023 · With its latest version out, you must be wondering how you can install TensorFlow 2 on your machine and get it running. Oct 7, 2022 · To install TensorFlow on Anaconda pip, follow these steps: Open command prompt. conda install tensorflow-gpu retrieves 1. This page shows how to install TensorFlow using the conda package manager included in Anaconda and Miniconda. conda 2. 直接改用清华镜像去pip pypi 镜像使用帮助 Apr 28, 2020 · This works fine for the GPU version: conda install -c anaconda tensorflow-gpu==2. 15：仅支持 CPU 的版本; tensorflow-gpu==1. conda install cudatoolkit=10. It tries （7）选择自己想安装的版本号。conda install tensorflaw=版本号 （如：conda install tensorflaw=1. 1 with the following command conda create -n parsim_1. conda activate tft 切换到 tft 环境中进行操作. Feb 29, 2020 · 验证Anaconda安装结果：Cmd命令窗口或Anaconda Prompt窗口：conda --version. 在cmd上输入下列命令： 很显然这里的cuda和cudnn的版本都是我排除下来的。 conda install cudatoolkit=10. 7 or do I have to downgrade to 3. 1 Jun 11, 2020 · 1. 14/1. 1が最新のバージョンになるため、今回は以下の参照先からそれぞれをインストールします。 Apr 25, 2022 · 安装tensorflow-gpu2. 0 # Anything above 2. 0版本为例安装，亲测2. 11. conda install conda-forge/label/cf202003::tensorflow Description TensorFlow offers multiple levels of abstraction so you can choose the right one for your needs. 0，不接受10. 243 cudnn=7. Jul 27, 2020 · Actually you can directly use pip inside anaconda prompt, after I tested it, I found the conda is capable with pypi, first run the anaconda prompt with administrator permission (in windows), then enter "conda update --all" to make sure all the packages are latest, finally enter "pip install tensorflow" to install (the new version of tensorflow already includes tensorflow-gpu). VERSION conda: 44. whl。 尽管conda也是包管理器，但是TensorFlow官方建议使用Python原生的包管理器来安装TensorFlow，使用pip install命令，而不要用conda install命令。 Apr 23, 2017 · Issue the appropriate command to install TensorFlow inside your conda environment. 14. 0 ，anaconda 是anaconda3-4. 14只接受cuda10. TensorFlow CPU with conda is supported on 64-bit Ubuntu Linux 16. 1): conda create --name py311_tf212 python=3. 6 activate tensorflow_cpu pip install --ignore-installed --upgrade tensorflow After that, I enter these in python Oct 29, 2024 · TensorFlow版本对应GPU版本，自己选择版本，也可以忽略版本直接安装TensorFlow-gpu。。（例如：conda、pytorch、cuda、cudnn等环境）我的cuda环境是11. Activating environment with Conda For us to be able to use our newly created environments we To install this package run one of the following: conda install conda-forge::tensorflow-cpu Description TensorFlow offers multiple levels of abstraction so you can choose the right one for your needs. 1 from the Conda-forge channel along with CUDA Toolkit 11. x project; pip install --user nvidia-pyindex pip install --user nvidia-tensorflow Aug 11, 2021 · 文章浏览阅读8. 0_0. Install cuDNN. Is it possible to use python 3. 8、使用这个代码安装的前提是你的深度学习已经环境存在。 旧版 TensorFlow. 5 (64 bit). Jan 3, 2023 · 进入tensorflow环境之后输入conda install tensorflow=1. 以下非必须，只是个人需要，所以做了记录。如果不需要或者下面安装语句报错了，可能是需要换一个国内的镜像（镜像问题看后续）或者电脑硬件不支持，可以跳过直接安装tensorflow。 Aug 18, 2019 · Conda 安装TensorFlow. X-GPU版本安装*说明：本文以2. list_physical_devices('GPU'))" For Linux, you can download using pip. 1 Dec 13, 2021 · 出现上图conda activate tensorflow表明安装成功。 接下来，继续输入conda activate tensorflow，可以看到命令行最前面由(base)变为(tensorflow)。 由于我们要安装CPU版本，这里我直接安装指定版本的tensorflow 1. 安装tensorflowbug汇总 说明：本人完全是deep learning的小白，可以从我装tensorflow就装了两天看出…所以很多不严谨的地方请大佬们见谅。 Jan 25, 2025 · 然后再安装TensorFlow 1. 2： 因此需要在非root条件下，为当前用户额外安装CUDA 9. Dec 2, 2019 · In this tutorial, we will introduce you how to install by using conda. 2 for Python 3. Try using: pip install --no-cache-dir tensorflow; Ensure your internet connection is stable. pip install tensorflow-gpu==1. 8版本因为各种迷之原因无法安装，而tensorflow2的版本据说不兼容1. 6 或更高版本上支持使用 conda 的 TensorFlow CPU。 通过 conda 提供的 TensorFlow GPU 仅适用于 2. Jul 20, 2019 · 安裝tensorflow1. Dec 4, 2018 · In Windows 10, using conda install tensorflow==1. Here are some useful tutorials you can read. tf. 5 版本。接下來再用這個虛擬環境來安裝 tensorflow 的 CPU Jul 29, 2019 · インストールしたいアプリケーションのInstallボタンを押す。 取り急ぎ、JupyterNotebookをインストールする。 TensorFlowをインストールする。 AnacondaNavigator 左メニューにて 2 days ago · I'm trying to create a new conda enviornment with tensorflow (GPU), version 1. May 10, 2021 · 例如，要安装 TensorFlow-GPU 版本 1. 1 一、打开新建环境 1、打开Anaconda Prompt 2、输入命令activate name（name为你需要激活的虚拟环境的名称） 3、回车执行以后，你会发现已经进入你所创建的虚拟环境 二、安装cudatoolkit 及cudnn 查看可供安装的版本：conda search cudatoolkit 这里就直接安装10. 2 Tensorflow的安装. conda info --envs 运行过程： （之前安装了两个版本的python） C:\Users\de'l'l>conda info --envs WARNING: The conda. Here we will install tensorflow by setting a tensorflow version, then you will see some packages you should install about tensorflow 1. 130 conda Mar 28, 2019 · I would like to know if anyone knows how can I install tensorflow==2. 3. 15. May 17, 2022 · 因为最近要把cuda10. 1。 conda install -c anaconda tensorflow-gpu=1. 速度慢则选用国内源： Mar 11, 2025 · Once you have these prerequisites in place, you are ready to proceed with the installation of TensorFlow 2 using Conda. 3. 130-0. May 10, 2016 · conda create --name tensorflow python=3. 0的CPU版本：tensorflow-1. pip install tensorflow ==2. TensorFlow GPU with conda is only available though version 2. Issues with Nov 3, 2021 · We now have a configuration in place that creates CUDA-enabled TensorFlow builds for all conda-forge supported configurations (CUDA 10. Anacondaのデフォルト参照先では、cudatoolkit==11. Nov 13, 2019 · conda create -n tl_1 python=3. 0版本，同时处理已安装的cudnn版本不匹配问题，包括设置镜像源、创建和激活虚拟环境，以及安装CUDA、cuDNN和Tensorflow的具体步骤。 Feb 26, 2021 · As of June 2021, you can use the standard conda installation for 2. 0, 11. osx-arm64 v2. 0 6. Follow edited Apr 13, 2020 at 3:35. 1、查看tensorflow各个版本： （查看会发现有一大堆TensorFlow源，但是不能随便选，选择可以用查找命令定位） anaconda search -t conda tensorflow Jul 26, 2020 · conda install cudatoolkit-10. 创建Python环境. 0就应该成功安装在您的Anaconda环境中了。 三、奶妈级配置 安装完TensorFlow后，进行一些奶妈级配置可以让您的环境更加稳定和高效。以下是几个建议 conda create -n tensor tensorflow conda activate tensor. 6-3. Jun 21, 2023 · TensorFlow は 3つの異なる方法で anaconda にインストールできます。 最初の方法は、anaconda ナビゲーターの環境セクションで別の環境変数を作成することです。 もう 1つは、anaconda ナビゲーターのベース(ルート) 環境コマンド プロンプトを使用し、TensorFlow を別の環境変数にインストールする方法 May 3, 2023 · conda install -c conda-forge cudatoolkit=11. 7，所以需要做一些修改。1. 0)**一、安装相关软件1 Mar 7, 2024 · 文章浏览阅读1. 6 我这里的环境命名为 tft. 2 安装cuda和cudnn. 7 use the next steps: 1- download the latest version of Anaconda use Anaconda prompt with administrator privilege 2- conda install python=3. 0版本安装为同样方法。 ***注：目前Tensorflow2. Set up and activate a virtual/conda environment with the corresponding python version. 1 在Anaconda Prompt中输入TensorFlow版本要与Python的版本对应，如果后续安装TensorFlow时出错，提示Python版本低于TensorFlow安装的版本，则可通过这步重新创建更高版本的环境。 Aug 10, 2020 · 输入conda create -n tensorflow python=3. 1 (2021). I downgraded to python 3. 1; conda install To install this package run one of the following: conda install anaconda::tensorflow-base. 14 X conda activate tf1_14 pip install tensorflow==1. 6。 依次输入以下命令： conda install cudatoolkit = 10. There are many tensorflow versions, each version need different python version. 5). You should be sure that which tensorflow version your python support. Conda automatically installs cudnn 7. 1， cudnn为7. 6 anaconda 安装成功后会有以下提示 # To activate this environment, use # # $ conda activate py36 # # To deactivate Mar 10, 2025 · pip3 install tensorflow-gpu == 2. and then pip install tensorflow==1. 5 and CUDA Toolkit 10. 15 5、顺便安装sklearn conda install scikit-learn 6、取消激活环境以及删除环境 conda de Mar 20, 2019 · In conda the latest version of conda is: cudnn 7. 0）。这时，Conda虚拟环境即可为一个应用创建一套“隔离”的Python运行环境。使用Python的包管理器conda即可轻松地创建Conda虚拟环境。 Dec 23, 2023 · First of all, you will download the 3. pip install fiftyone Jul 1, 2021 · 在命令行中运行： ``` conda install tensorflow=1. 15 입력 후 jupyter notebook을 실행하면 바로 실행되는 것을 확인할 수 있다. I tried conda activate tensorflow and nothing. 15 설치 1. 2. 를 프로프트에 입력하고 설치가 완료되면. 1. 0 的官方文档，确认是否有特定的 安装 指南针对你的平台。 如果以上步骤都无法解决问题，你可能需要考虑升级到 TensorFlow 的新版本（2 . 10 is not supported on the GPU on Windows Native python -m pip install "tensorflow<2. 0安装 注意安装TensorFlow时容易出现下载超时情况，这是因为利用pip install直接安装时，是从国外的镜像进行资源下载。 因此，我们在安装时，应该多使用清华镜像。安装方法如下： Jan 2, 2019 · anaconda添加国内源+tensorflow安装 1 创建一个新的python环境 conda create -n my-py-env python=3. 然后pip tensorflow，tensorflow官方是推荐直接pip的 pip install tensorflow==1. Let’s install TensorFlow 2. 1x版本，所以尝试从源码编译，目前tensorflow官方给出了ubuntu版本的编译方法，nvidia也提供了一款基于ubuntu的nvidia-tensorflow，直接安装在centos上，期间出现了各种问题，因此本文记录了在centos上编译tensorflow-gpu1. CPU: conda install -c conda-forge Nov 26, 2020 · 周囲から頂いた質問. I will be using the same procedure as in the TensorFlow 2 example except with a model that uses TensorFlow 1. 539 4 4 silver badges 15 15 bronze badges. conda: 1 month and 28 days ago 191: main conda: 44. x Jan 8, 2020 · conda install tensorflow-gpu=1. 0 (or any version). x/cudnn 7. 1; osx-64 v2. 没有Anaconda的在cmd中. 1。 Jul 18, 2020 · conda install tensorflow-gpu=1. 1、cudnn==8. compat module is deprecated and will be removed in a future release. This way also cudnn and cudotoolkit are installed to the conda environment in the correct version. 7 然后 再执行 conda install tensorflow-gpu=2. Building out the CUDA packages requires beefy machines -- on a 32 core machine it still takes around 3 hours to build a single package. 1 cuda10. 2 with pip install tensorflow ==2. 1 版本（2021 年）。 Nov 15, 2020 · I installed tf according to Anaconda docs: create fresh env, activate it, and install tf: conda create -n myproject tensorflow conda activate myproject conda install tensorflow I can see that conda automatically selected python version 3. Jun 22, 2020 · conda install -c anaconda cudnn 版本会自动匹配，安装时有版本提示，提示中可以看到相兼容的版本信息。 安装tensorflow-gpu=1. python官网下载python3. 激活环境. 6. Then $ conda create -n tensorflow pip python=3. TensorFlow requires a recent version of pip, so upgrade your pip installation to be sure you're running the latest version. などのエラーが表示された場合は、Anacondaをインストールする必要がありますが、その詳細は本記事では省略します。 最近在跑一个论文里面的代码用到tensorflow1. 0 – Felox Commented Jan 8, 2020 at 17:31 Mar 29, 2020 · conda install tensorflow-gpu 这行指令去安装，这样只会安装低版本tensorflow-gpu==1. 1不同版本的介绍 Apr 9, 2023 · 文章浏览阅读1. These are compatible with tensorflow 2. 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 conda install -c anaconda tensorflow. bash_profile issue. 0; 这样，TensorFlow 1. The above command installs the TensorFlow version 2. 7版本，conda install python=3. 1 As @theastronomist mentioned, it is good to use conda search tensorflow to find which versions are enabled. 0 gives PackagesNotFoundError: The following packages are not available from current channels: - tensorflow-gpu=1. 7 (need a long time) 3-conda install tensorflow 4- conda install keras 5 Oct 30, 2024 · Anaconda配置tensorflow环境 下载Anaconda 这步不需要多说 直接用官网根据教程下载 配置python环境 （1）检测anaconda环境是否安装成功：conda--version （2）检测目前安装了哪些环境变量：conda info --envs （3）配置python：conda create --name tensorflow python=3. 1; osx-arm64 v2. 10, Windows CPU-builds for x86/x64 processors are built, maintained, tested and released by a third party 가상 환경에 진입(활성화) : conda activate 가상환경이름; tensorflow version 1. 18. 6 To install this package run one of the following: conda install conda-forge::tensorflow-gpu Description TensorFlow offers multiple levels of abstraction so you can choose the right one for your needs. 243 and tensorflow 2. conda install -c conda-forge cudatoolkit = 11. 1 安装完成后验证一下版本： import tensorflow as tf tf. 8，但是1. But it still did not work and May 14, 2021 · If you use conda install -c anaconda tensorflow-gpu , it will install TF v2. palash palash. 2+). 也可以使用 conda install tensorflow 來安裝 TensorFlow，不過 conda 來源的版本往往更新較慢，難以第一時間獲得最新的 TensorFlow 版本； 從 TensorFlow 2. Install TensorFlow. 2 is compatible with the toolkit and cudnn versions installed with 2. is_gpu_available()) Nov 12, 2023 · Install the Cuda Toolkit for your Cuda version. 1" 本页介绍如何使用 Anaconda 和 Miniconda 中包含的 conda 包管理器安装 TensorFlow。 在 64 位 Ubuntu Linux 16. 1 開始，透過pip 安裝 tensorflow 即同時包含 GPU 支援，無需通過特定的 pip tensorflow-gpu 安裝 GPU 版本。 Jun 15, 2018 · I have been trying to install tensorflow via Conda for a couple days now with no luck. After installing Anaconda, I go to the Anaconda prompt and key in the Following: conda create -n tensorflow_cpu pip python=3. A solution is to install an earlier version of tensorflow, which does install cudnn and cudatoolkit, then upgrade with pip. 1; conda install To install this package run one of the following: conda install conda-forge osx-64 v2. 进入tensorflow环境之后输入conda install tensorflow=1. tuna. conda create --name tensorflow-gpu python = 3. To work with GPUs, TensorFlow requires the CUDA and cuDNN packages. 2 in conda? Skip to main content Stack Overflow conda install tensorflow-gpu Other packages, such as Keras, depend on the generic tensorflow package name and will use whatever version of TensorFlow is installed. seems to work. __version__ 查看tensorflow-gpu是否可用. 0; conda install To install this package run one of the following: conda install anaconda::tensorflow. 0. 安装. Install Tensorflow 2. 0 继续在该环境中安装tensorflow GPU版: conda install tensorflow-gpu==1. 12。 conda到最新版本：conda update -n base conda 然后执行：conda update --all 把python版本下降到3. 14, you can run the following command: conda install -c conda-forge tensorflow=1. To install the CPU-only version of TensorFlow, enter the following command: (tensorflow)C:> pip install —… Dec 30, 2020 · I downloaded anaconda which has a python 3. I made a fresh install of anaconda3/miniconda3 followed the steps to fix the . 1w次，点赞34次，收藏87次。本文详细描述了如何在Windows环境下，通过Anaconda和conda-forge源安装Tensorflow1. 16版本， 执行命令安装tensorflow： pip install tensorflow-gpu == 2. g. 6–3. 9. 0 Conda at this time can only install tensorflow up to 2. 通过conda search tensorflow-gpu命令查看可下载的版本： conda search tensorflow-gpu 额，没有更新到2. Why Anaconda to Install TensorFlow 2? Nov 10, 2015 · conda install pandas. conda search tensorflow-gpu conda install tensorflow-gpu=1. 0之前，需要查看该版本的tensorflow所需搭配的CUDA 和cuDNN版本如下： 使用nvidia-smi命令查看当前CUDA版本为11. 6,会安装一个python3. 04 或更高版本以及 macOS 10. 0--use-feature=2020-resolver -i https://pypi. 0，cudNN版本变更为8. 如上图，安装成功。 Feb 13, 2020 · 安装书中使用的TensorFlow 是1. TensorFlow-gpu=1. 3k次，点赞7次，收藏9次。由于需要复现远古时期（19年）的tensorflow实现的代码，需要安装1. 7 激活环境: activate tensorflow 在该环境中安装tensorflow CPU版: conda install tensorflow==1. 14，但是我试了下安装最新版本，也就是用下面指令： conda install tensorflow-gpu==2. Feb 19, 2022 · 在anaconda新建的环境中下载tensorflow-gpu 1. 2 using Conda on macOS. 1(==后面为所要安装的版本号) gpu版本类似：pip install tensorflow-gpu==1. Jul 20, 2018 · Unfortunately, tensorflow can't installed correctly on python 3. 这里要注意，首先，你使用默认的安装的话，tensorflow1. 0： conda install -c conda-forge tensorflow = 1. 直接安装指定版本： conda install tensorflow-gpu==1. python=3. 18 conda activate tensorflow1. 2 conda install conda-forge::cudnn=8. In this tutorial, we’ll show you how to create a new environment, install TensorFlow, upgrade to its latest version and then add a new kernel to Jupyter. 15 Share. 安装CUDA3. 1 with conda? 1. verify: import tensorflow as tf tf. 11, you will need to install TensorFlow in WSL2, or install tensorflow-cpu and, optionally, try the TensorFlow-DirectML-Plugin 1. 15_nvidia conda install cudatoolkit=10. Creating a new Conda environment is a clean way to install TensorFlow 2 without interfering with existing packages. 16. Nov 12, 2020 · conda create -n tensorflow1. pip install tensorflow-gpu == 2. 5; linux-64 v2. インストール. 1 cudnn与CUDA的安装. 8 conda activate new_env pip install tensorflow; 2. One key benefit of installing TensorFlow using conda rather than pip is a result of the conda package management system. 77 Installing Tensorflow GPU Commands to install tensorflow specific to GPU. 9 kB May 29, 2017 · And that is how the prompt appears after activating C:\Users\x>activate TensorFlow (TensorFlow) C:\Users\x>conda install -c conda-forge tensorflow – X10nD Commented May 29, 2017 at 15:40 Follow these steps to patch a specific version of TensorFlow, for example, to apply fixes to bugs or security vulnerabilities: Clone the TensorFlow repo and switch to the corresponding branch for your desired TensorFlow version, for example, branch r2. Installing TensorFlow 2. 04 or later and macOS 10. 13 確認Tensorflow, CUDA toolkit, cudnn版本，輸入指令conda list 測試安裝是否成功 Install TensorFlow using conda. from tensorflow. 1w次，点赞23次，收藏65次。打开Anaconda Prompt，输入代码：同样查看Python版本：二、创建TensorFlow环境2. 8 in Anaconda (Windows x64) 1. 0升级到cuda11,但是cuda11都不支持tensorflow1. Press y, you will install tensorflow on your computer. Dec 27, 2019 · Now, your Conda’s environment is ready to use. 0 2、使用pip安装tensorflow pip安装就一行命令，等号后面可以指定版本，若不指定默认安装最新版本： pip install tensorflow-gpu==1. 6 source activate tf_gpu_py3 conda install numpy conda install matplotlib conda install scikit-image 2,从指定的源安装 { 这个安装与版本不配套！但是值得借鉴！ https://anacon Oct 4, 2020 · Now use conda to install tensorflow (do not use pip). 0，与之对应的Python为3. 5 and install the tensorflow using: conda install pip pip install tensorflow-gpu # pip install tensorflow-gpu==<specify version> Or pip install --upgrade pip pip install tensorflow-gpu Finally, verify the GPU setup Nov 28, 2022 · 在安装tensorflow-gpu 1. Nov 4, 2019 · So, if you want to install tensorflow 1. This makes it straightforward to switch between variants in an environment. 1 conda 有虚拟环境管理的功能,本次我来介绍在一个 conda 环境中配置tensorflow gpu 版本 conda create -n tft python==3. I have also tried Jan 20, 2025 · conda install安装Tensorflow使用镜像源，Win10系统Tensorflow2. 对于 TensorFlow 1. py Dec 2, 2019 · conda install tensorflow=1. 12 -c conda-forge ``` 这会尝试从Conda-forge仓库下载并安装指定版本的TensorFlow。 5. 在cmd上输入下列命令： conda install tensorflow-gpu==2. does nothing. 2. 매우 간단하다. Installation Stuck or Extremely Slow. 2 cudnn=8. 1，否则tensorflow 1. twbxot zdjiyxb smqycw ysph uiakf pjanqcf kqil hnpsi tfwr czpzsu pljz eubqx zfwtnf ffsxm ranb