Official TensorFlow for Jetson AGX XavierNX

Autonomous Machines Jetson & Embedded Systems Jetson Xavier NX
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Here is the information of official TensorFlow release for XavierNX.

Python 3.8+JetPack5.x
Please check below document for the installation instructions:

Python 3.6+JetPack4.6.3

$ sudo apt-get update
$ sudo apt-get install libhdf5-serial-dev hdf5-tools libhdf5-dev zlib1g-dev zip libjpeg8-dev liblapack-dev libblas-dev gfortran
$ sudo apt-get install python3-pip
$ sudo pip3 install -U pip testresources setuptools
$ sudo ln -s /usr/include/locale.h /usr/include/xlocale.h
$ sudo pip3 install -U numpy==1.19.4 future mock keras_preprocessing keras_applications gast==0.2.1 protobuf pybind11 cython pkgconfig packaging
$ sudo pip3 install --extra-index-url https://developer.download.nvidia.com/compute/redist/jp/v461 tensorflow

Python 3.6+JetPack4.5

sudo apt-get install libhdf5-serial-dev hdf5-tools libhdf5-dev zlib1g-dev zip libjpeg8-dev liblapack-dev libblas-dev gfortran
sudo apt-get install python3-pip
sudo pip3 install -U pip testresources setuptools==49.6.0
sudo pip3 install -U numpy==1.16.1 future==0.18.2 mock==3.0.5 h5py==2.10.0 keras_preprocessing==1.1.1 keras_applications==1.0.8 gast==0.2.2 futures protobuf pybind11
# TF-2.x
$ sudo pip3 install --pre --extra-index-url https://developer.download.nvidia.com/compute/redist/jp/v45 tensorflow
# TF-1.15
$ sudo pip3 install --pre --extra-index-url https://developer.download.nvidia.com/compute/redist/jp/v45 ‘tensorflow<2’

Python 3.6+JetPack4.4

$ sudo apt-get update
$ sudo apt-get install libhdf5-serial-dev hdf5-tools libhdf5-dev zlib1g-dev zip libjpeg8-dev liblapack-dev libblas-dev gfortran

$ sudo apt-get install python3-pip
$ sudo pip3 install -U pip testresources setuptools
$ sudo pip3 install -U numpy==1.16.1 future==0.17.1 mock==3.0.5 h5py==2.9.0 keras_preprocessing==1.0.5 keras_applications==1.0.8 gast==0.2.2 futures protobuf pybind11

# TF-2.x
$ sudo pip3 install --pre --extra-index-url https://developer.download.nvidia.com/compute/redist/jp/v44 tensorflow==2.3.1+nv20.12
# TF-1.15
$ sudo pip3 install --pre --extra-index-url https://developer.download.nvidia.com/compute/redist/jp/v44 ‘tensorflow<2’

Thanks.

3 Likes
3

TensorFlow Installation Documentation - Installing TensorFlow for Jetson Platform :: NVIDIA Deep Learning Frameworks Documentation

1 Like
4

Does JetPack 4.4 support for TF C API?

5

Hi，
I meet the error , showed as below.

image
image1918×278 29.1 KB

So, which one should I select?

6

So, how to get the version of nv ?

7

Hi,

Please try this command:

$ sudo pip3 install --extra-index-url https://developer.download.nvidia.com/compute/redist/jp/v44 tensorflow==1.15.2+nv20.6

Thanks.

8

Hi,

Sorry that we don’t support C++ API in our latest package.
This is in our feature request list and will be prioritized by our internal team.

Thanks.

9

I am working with a lower version of tensorflow (1.8), is there a way to choose the version of tensorflow that is downloaded onto the Xavier NX?

10

Thanks. Just a note here for people with fresh installation. Python 3.6 needs to be installed with python3.6-dev as well using sudo apt-get install python3.6-dev so that numpy gets installed.

11

Hi,

I’ve tried running this command. The package is installed but it still shows tensorflow is not installed. Do I need to build it again or add any path for installation?

12

Hi, how are you?

I’ve a Jetson Xavier NX, I followed the instructions, but it throws me the following errors:

Captura de Pantalla 2022-03-30 a la(s) 15.29.40
Captura de Pantalla 2022-03-30 a la(s) 15.29.401249×341 89.4 KB

I was checking the forum and it seems this error is recurring (Unable to install tensorflow in jetpack 4.6 Unable to reach https://repo.download.nvidia.com/jetson/x86_64 calling apt-get update).
how is it solved? or should we wait for services to stabilize?
there is another forum or platform where we can obtain a status of the services and/or inform you of that?

thank you very much for your time and help,
Sebastián

UPDATE: