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How to install tensorflow-gpu via python pip

tensorflow-gpu - TensorFlow is an open source machine learning framework for everyone., it belongs to Classifiers:

- Environment :: GPU :: NVIDIA CUDA
- Environment :: GPU :: NVIDIA CUDA :: 11.2
- Intended Audience :: Education
- Programming Language :: Python :: 3 :: Only
- Topic :: Scientific/Engineering :: Artificial Intelligence
- Topic :: Scientific/Engineering :: Mathematics

When you know about this project and you want to new install tensorflow-gpu to support your project or you get trouble as ModuleNotFoundError: No module named "tensorflow-gpu" or ImportError: cannot import name "tensorflow-gpu" in your project, let follow this tutorial to install tensorflow-gpu

Installation:

Step 1: First, ensure you installed pip in your os, to check pip has been installed on your computer

In Windows (CMD):

py -m pip --version

In Unix/macOS:

python3 -m pip --version

Ensure pip, setuptools, and wheel are up to date:

In Windows (CMD):

py -m pip install --upgrade pip setuptools wheel

In Unix/macOS:

python3 -m pip install --upgrade pip setuptools wheel

Optional - If you want to install in virtual environment:

In Windows (CMD):

- Install virtualenv - if you installed it, please ignore

py -m pip install --user virtualenv

- Create a virtual environment

py -m venv test_tensorflow-gpu_env

- Active the virtual environment

test_tensorflow-gpu_env\Scripts\active

In Unix/macOS:

- Install virtualenv - if you installed it, please ignore

pip3 install virtualenv

- Create a virtual environment

python3 -m venv test_tensorflow-gpu_env

- Active the virtual environment

source test_tensorflow-gpu_env/bin/active

Step 2: OK, now, let flow below content to start the installation tensorflow-gpu

To install tensorflow-gpu on Windows(CMD):

py -m pip install tensorflow-gpu

To install tensorflow-gpu on Unix/macOs:

pip install tensorflow-gpu

Step 3: If you want to install a specific tensorflow-gpu version, add ==<tensorflow-gpu version> to the end command line

Example: 

pip install tensorflow-gpu==0.12.0

Please see the version list below table:

VersionReleased dateCommand
tensorflow-gpu 2.9.12022-05-23T17:28:56Windows:

py -m pip install tensorflow-gpu==2.9.1

Unix/macOs:

pip install tensorflow-gpu==2.9.1

tensorflow-gpu 2.9.02022-05-16T20:32:19Windows:

py -m pip install tensorflow-gpu==2.9.0

Unix/macOs:

pip install tensorflow-gpu==2.9.0

tensorflow-gpu 2.8.22022-05-23T17:24:30Windows:

py -m pip install tensorflow-gpu==2.8.2

Unix/macOs:

pip install tensorflow-gpu==2.8.2

tensorflow-gpu 2.8.12022-05-16T19:27:17Windows:

py -m pip install tensorflow-gpu==2.8.1

Unix/macOs:

pip install tensorflow-gpu==2.8.1

tensorflow-gpu 2.8.02022-02-02T15:53:50Windows:

py -m pip install tensorflow-gpu==2.8.0

Unix/macOs:

pip install tensorflow-gpu==2.8.0

tensorflow-gpu 2.7.32022-05-23T17:11:54Windows:

py -m pip install tensorflow-gpu==2.7.3

Unix/macOs:

pip install tensorflow-gpu==2.7.3

tensorflow-gpu 2.7.22022-05-16T18:59:09Windows:

py -m pip install tensorflow-gpu==2.7.2

Unix/macOs:

pip install tensorflow-gpu==2.7.2

tensorflow-gpu 2.7.12022-02-02T17:04:59Windows:

py -m pip install tensorflow-gpu==2.7.1

Unix/macOs:

pip install tensorflow-gpu==2.7.1

tensorflow-gpu 2.7.02021-11-04T21:24:44Windows:

py -m pip install tensorflow-gpu==2.7.0

Unix/macOs:

pip install tensorflow-gpu==2.7.0

tensorflow-gpu 2.6.52022-05-23T17:12:04Windows:

py -m pip install tensorflow-gpu==2.6.5

Unix/macOs:

pip install tensorflow-gpu==2.6.5

tensorflow-gpu 2.6.42022-05-16T18:40:15Windows:

py -m pip install tensorflow-gpu==2.6.4

Unix/macOs:

pip install tensorflow-gpu==2.6.4

tensorflow-gpu 2.6.32022-02-02T17:00:49Windows:

py -m pip install tensorflow-gpu==2.6.3

Unix/macOs:

pip install tensorflow-gpu==2.6.3

tensorflow-gpu 2.6.22021-11-04T15:22:42Windows:

py -m pip install tensorflow-gpu==2.6.2

Unix/macOs:

pip install tensorflow-gpu==2.6.2

tensorflow-gpu 2.6.12021-11-01T20:55:41Windows:

py -m pip install tensorflow-gpu==2.6.1

Unix/macOs:

pip install tensorflow-gpu==2.6.1

tensorflow-gpu 2.6.02021-08-11T17:14:09Windows:

py -m pip install tensorflow-gpu==2.6.0

Unix/macOs:

pip install tensorflow-gpu==2.6.0

tensorflow-gpu 2.5.32022-02-02T17:00:33Windows:

py -m pip install tensorflow-gpu==2.5.3

Unix/macOs:

pip install tensorflow-gpu==2.5.3

tensorflow-gpu 2.5.22021-11-01T20:50:23Windows:

py -m pip install tensorflow-gpu==2.5.2

Unix/macOs:

pip install tensorflow-gpu==2.5.2

tensorflow-gpu 2.5.12021-08-10T21:58:54Windows:

py -m pip install tensorflow-gpu==2.5.1

Unix/macOs:

pip install tensorflow-gpu==2.5.1

tensorflow-gpu 2.5.02021-05-13T17:33:46Windows:

py -m pip install tensorflow-gpu==2.5.0

Unix/macOs:

pip install tensorflow-gpu==2.5.0

tensorflow-gpu 2.4.42021-11-01T20:46:50Windows:

py -m pip install tensorflow-gpu==2.4.4

Unix/macOs:

pip install tensorflow-gpu==2.4.4

tensorflow-gpu 2.4.32021-08-10T21:57:52Windows:

py -m pip install tensorflow-gpu==2.4.3

Unix/macOs:

pip install tensorflow-gpu==2.4.3

tensorflow-gpu 2.4.22021-06-15T21:09:49Windows:

py -m pip install tensorflow-gpu==2.4.2

Unix/macOs:

pip install tensorflow-gpu==2.4.2

tensorflow-gpu 2.4.12021-01-21T19:42:07Windows:

py -m pip install tensorflow-gpu==2.4.1

Unix/macOs:

pip install tensorflow-gpu==2.4.1

tensorflow-gpu 2.4.02020-12-14T18:06:16Windows:

py -m pip install tensorflow-gpu==2.4.0

Unix/macOs:

pip install tensorflow-gpu==2.4.0

tensorflow-gpu 2.3.42021-08-10T21:54:46Windows:

py -m pip install tensorflow-gpu==2.3.4

Unix/macOs:

pip install tensorflow-gpu==2.3.4

tensorflow-gpu 2.3.32021-06-15T21:08:37Windows:

py -m pip install tensorflow-gpu==2.3.3

Unix/macOs:

pip install tensorflow-gpu==2.3.3

tensorflow-gpu 2.3.22021-01-06T17:04:17Windows:

py -m pip install tensorflow-gpu==2.3.2

Unix/macOs:

pip install tensorflow-gpu==2.3.2

tensorflow-gpu 2.3.12020-09-24T19:32:56Windows:

py -m pip install tensorflow-gpu==2.3.1

Unix/macOs:

pip install tensorflow-gpu==2.3.1

tensorflow-gpu 2.3.02020-07-27T19:03:54Windows:

py -m pip install tensorflow-gpu==2.3.0

Unix/macOs:

pip install tensorflow-gpu==2.3.0

tensorflow-gpu 2.2.32021-06-15T21:11:39Windows:

py -m pip install tensorflow-gpu==2.2.3

Unix/macOs:

pip install tensorflow-gpu==2.2.3

tensorflow-gpu 2.2.22021-01-06T17:05:10Windows:

py -m pip install tensorflow-gpu==2.2.2

Unix/macOs:

pip install tensorflow-gpu==2.2.2

tensorflow-gpu 2.2.12020-09-24T19:16:14Windows:

py -m pip install tensorflow-gpu==2.2.1

Unix/macOs:

pip install tensorflow-gpu==2.2.1

tensorflow-gpu 2.2.02020-05-07T18:00:03Windows:

py -m pip install tensorflow-gpu==2.2.0

Unix/macOs:

pip install tensorflow-gpu==2.2.0

tensorflow-gpu 2.1.42021-06-15T21:03:57Windows:

py -m pip install tensorflow-gpu==2.1.4

Unix/macOs:

pip install tensorflow-gpu==2.1.4

tensorflow-gpu 2.1.32021-01-06T17:01:46Windows:

py -m pip install tensorflow-gpu==2.1.3

Unix/macOs:

pip install tensorflow-gpu==2.1.3

tensorflow-gpu 2.1.22020-09-24T18:59:21Windows:

py -m pip install tensorflow-gpu==2.1.2

Unix/macOs:

pip install tensorflow-gpu==2.1.2

tensorflow-gpu 2.1.12020-05-18T16:21:48Windows:

py -m pip install tensorflow-gpu==2.1.1

Unix/macOs:

pip install tensorflow-gpu==2.1.1

tensorflow-gpu 2.1.02020-01-08T19:54:41Windows:

py -m pip install tensorflow-gpu==2.1.0

Unix/macOs:

pip install tensorflow-gpu==2.1.0

tensorflow-gpu 2.0.42021-01-06T16:58:42Windows:

py -m pip install tensorflow-gpu==2.0.4

Unix/macOs:

pip install tensorflow-gpu==2.0.4

tensorflow-gpu 2.0.32020-09-24T18:49:33Windows:

py -m pip install tensorflow-gpu==2.0.3

Unix/macOs:

pip install tensorflow-gpu==2.0.3

tensorflow-gpu 2.0.22020-05-18T16:12:22Windows:

py -m pip install tensorflow-gpu==2.0.2

Unix/macOs:

pip install tensorflow-gpu==2.0.2

tensorflow-gpu 2.0.12020-01-26T15:51:43Windows:

py -m pip install tensorflow-gpu==2.0.1

Unix/macOs:

pip install tensorflow-gpu==2.0.1

tensorflow-gpu 2.0.02019-09-30T17:25:33Windows:

py -m pip install tensorflow-gpu==2.0.0

Unix/macOs:

pip install tensorflow-gpu==2.0.0

tensorflow-gpu 1.15.52021-01-06T17:17:53Windows:

py -m pip install tensorflow-gpu==1.15.5

Unix/macOs:

pip install tensorflow-gpu==1.15.5

tensorflow-gpu 1.15.42020-09-24T18:41:01Windows:

py -m pip install tensorflow-gpu==1.15.4

Unix/macOs:

pip install tensorflow-gpu==1.15.4

tensorflow-gpu 1.15.32020-05-18T16:07:52Windows:

py -m pip install tensorflow-gpu==1.15.3

Unix/macOs:

pip install tensorflow-gpu==1.15.3

tensorflow-gpu 1.15.22020-01-26T16:10:41Windows:

py -m pip install tensorflow-gpu==1.15.2

Unix/macOs:

pip install tensorflow-gpu==1.15.2

tensorflow-gpu 1.15.02019-10-16T17:36:31Windows:

py -m pip install tensorflow-gpu==1.15.0

Unix/macOs:

pip install tensorflow-gpu==1.15.0

tensorflow-gpu 1.14.02019-06-19T05:07:35Windows:

py -m pip install tensorflow-gpu==1.14.0

Unix/macOs:

pip install tensorflow-gpu==1.14.0

tensorflow-gpu 1.13.22019-07-16T09:20:43Windows:

py -m pip install tensorflow-gpu==1.13.2

Unix/macOs:

pip install tensorflow-gpu==1.13.2

tensorflow-gpu 1.13.12019-02-26T18:01:42Windows:

py -m pip install tensorflow-gpu==1.13.1

Unix/macOs:

pip install tensorflow-gpu==1.13.1

tensorflow-gpu 1.12.32019-06-21T23:53:33Windows:

py -m pip install tensorflow-gpu==1.12.3

Unix/macOs:

pip install tensorflow-gpu==1.12.3

tensorflow-gpu 1.12.22019-04-18T20:26:23Windows:

py -m pip install tensorflow-gpu==1.12.2

Unix/macOs:

pip install tensorflow-gpu==1.12.2

tensorflow-gpu 1.12.02018-11-06T00:26:20Windows:

py -m pip install tensorflow-gpu==1.12.0

Unix/macOs:

pip install tensorflow-gpu==1.12.0

tensorflow-gpu 1.11.02018-09-27T18:52:08Windows:

py -m pip install tensorflow-gpu==1.11.0

Unix/macOs:

pip install tensorflow-gpu==1.11.0

tensorflow-gpu 1.10.12018-08-24T16:58:42Windows:

py -m pip install tensorflow-gpu==1.10.1

Unix/macOs:

pip install tensorflow-gpu==1.10.1

tensorflow-gpu 1.10.02018-08-08T20:48:53Windows:

py -m pip install tensorflow-gpu==1.10.0

Unix/macOs:

pip install tensorflow-gpu==1.10.0

tensorflow-gpu 1.9.02018-07-10T23:24:23Windows:

py -m pip install tensorflow-gpu==1.9.0

Unix/macOs:

pip install tensorflow-gpu==1.9.0

tensorflow-gpu 1.8.02018-04-28T04:29:04Windows:

py -m pip install tensorflow-gpu==1.8.0

Unix/macOs:

pip install tensorflow-gpu==1.8.0

tensorflow-gpu 1.7.12018-05-08T18:29:57Windows:

py -m pip install tensorflow-gpu==1.7.1

Unix/macOs:

pip install tensorflow-gpu==1.7.1

tensorflow-gpu 1.7.02018-03-29T18:36:13Windows:

py -m pip install tensorflow-gpu==1.7.0

Unix/macOs:

pip install tensorflow-gpu==1.7.0

tensorflow-gpu 1.6.02018-03-01T22:59:51Windows:

py -m pip install tensorflow-gpu==1.6.0

Unix/macOs:

pip install tensorflow-gpu==1.6.0

tensorflow-gpu 1.5.12018-03-20T21:42:31Windows:

py -m pip install tensorflow-gpu==1.5.1

Unix/macOs:

pip install tensorflow-gpu==1.5.1

tensorflow-gpu 1.5.02018-01-27T00:38:19Windows:

py -m pip install tensorflow-gpu==1.5.0

Unix/macOs:

pip install tensorflow-gpu==1.5.0

tensorflow-gpu 1.4.12017-12-08T09:06:25Windows:

py -m pip install tensorflow-gpu==1.4.1

Unix/macOs:

pip install tensorflow-gpu==1.4.1

tensorflow-gpu 1.4.02017-11-01T22:12:05Windows:

py -m pip install tensorflow-gpu==1.4.0

Unix/macOs:

pip install tensorflow-gpu==1.4.0

tensorflow-gpu 1.3.02017-08-16T21:16:11Windows:

py -m pip install tensorflow-gpu==1.3.0

Unix/macOs:

pip install tensorflow-gpu==1.3.0

tensorflow-gpu 1.2.12017-06-30T01:06:35Windows:

py -m pip install tensorflow-gpu==1.2.1

Unix/macOs:

pip install tensorflow-gpu==1.2.1

tensorflow-gpu 1.2.02017-06-15T16:38:05Windows:

py -m pip install tensorflow-gpu==1.2.0

Unix/macOs:

pip install tensorflow-gpu==1.2.0

tensorflow-gpu 1.1.02017-04-21T16:28:50Windows:

py -m pip install tensorflow-gpu==1.1.0

Unix/macOs:

pip install tensorflow-gpu==1.1.0

tensorflow-gpu 1.0.12017-03-08T00:54:27Windows:

py -m pip install tensorflow-gpu==1.0.1

Unix/macOs:

pip install tensorflow-gpu==1.0.1

tensorflow-gpu 1.0.02017-02-15T05:46:55Windows:

py -m pip install tensorflow-gpu==1.0.0

Unix/macOs:

pip install tensorflow-gpu==1.0.0

tensorflow-gpu 0.12.12016-12-28T22:02:46Windows:

py -m pip install tensorflow-gpu==0.12.1

Unix/macOs:

pip install tensorflow-gpu==0.12.1

tensorflow-gpu 0.12.02016-12-19T19:12:20Windows:

py -m pip install tensorflow-gpu==0.12.0

Unix/macOs:

pip install tensorflow-gpu==0.12.0

Step 4: Otherwise, you can install tensorflow-gpu from local archives:

Download the distribution file from tensorflow_gpu-2.9.1-cp310-cp310-win_amd64.whl or the specific tensorflow-gpu version in the below list of distribution

After that, install by command:

On Windows(CMD):

py -m pip install <path_to_tensorflow-gpu_downloaded_file>

On Unix/macOs:

pip install <path_to_tensorflow-gpu_downloaded_file>

List distribution:

Project link:

- Homepage
- Download

 

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