Tensorflow version requirements

Robotics & Edge Computing Jetson & Embedded Systems Jetson Xavier NX
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1

Description

I am trying to install tensorflow with gpu support on a Nvidia Jetson Xavier NX with JetPack 4.6. When I run

sudo pip3 install --extra-index-url https://developer.download.nvidia.com/compute/redist/jp/v46 tensorflow==2.6.0+nv21.11

I am getting an error. I checked and Tensorflow 2.6.0 is compatible with Python 3.6-3.9 and is compatible with Jetpack 4.6.

dylan@dylan-desktop:~/Downloads$ python -V
Python 3.9.13
dylan@dylan-desktop:~/Downloads$ pip -V
pip 22.1.2 from /usr/local/lib/python3.9/dist-packages/pip (python 3.9)
dylan@dylan-desktop:~/Downloads$ sudo pip3 install --extra-index-url https://developer.download.nvidia.com/compute/redist/jp/v46 tensorflow==2.6.0+nv21.11
WARNING: The directory '/home/dylan/.cache/pip' or its parent directory is not owned or is not writable by the current user. The cache has been disabled. Check the permissions and owner of that directory. If executing pip with sudo, you should use sudo's -H flag.
Looking in indexes: https://pypi.org/simple, https://developer.download.nvidia.com/compute/redist/jp/v46
ERROR: Could not find a version that satisfies the requirement tensorflow==2.6.0+nv21.11 (from versions: none)
ERROR: No matching distribution found for tensorflow==2.6.0+nv21.11

Environment

Jetson Xavier NX:
JetPack 4.6:
Python Version 3.9.13:
TensorFlow Version 2.6.0:

2

Hi ,
We recommend you to check the supported features from the below link.

You can refer below link for all the supported operators list.
For unsupported operators, you need to create a custom plugin to support the operation

Thanks!

5

I accidently tagged TensorRT when I created the post. I am using Tensorflow on the Jetson platform. I am following this tutorial, and I am having issues installing tensor flow.

Sorry for the confusion.

7

Hi,

The package we provide is built with python 3.6, the default version of JetPack 4.6.x.
If you want a library for other python versions, please build it from the source.

We have test the command with default python 3.
It can work without issues.

$ sudo pip3 install --extra-index-url https://developer.download.nvidia.com/compute/redist/jp/v46 tensorflow==2.6.0+nv21.11
WARNING: The directory '/home/nvidia/.cache/pip' or its parent directory is not owned or is not writable by the current user. The cache has been disabled. Check the permissions and owner of that directory. If executing pip with sudo, you should use sudo's -H flag.
Looking in indexes: https://pypi.org/simple, https://developer.download.nvidia.com/compute/redist/jp/v46
Collecting tensorflow==2.6.0+nv21.11
  Downloading https://developer.download.nvidia.com/compute/redist/jp/v46/tensorflow/tensorflow-2.6.0%2Bnv21.11-cp36-cp36m-linux_aarch64.whl (317.1 MB)
     |██▊                             | 26.6 MB 11.9 MB/s eta 0:00:25

Thanks.

9

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