Need build steps for Torch Vision 0.16.1 and Tensor Flow 2.12.0 for Python3.9 on Jetpack 5.1.2 Jetson AGX Xavier

Autonomous Machines Jetson & Embedded Systems Jetson AGX Xavier
1

Hi,

Please provide me the correct working exact steps to install TensorFlow 2.12.0 for Python 3.9 on my Jetpack 5.1.2 version.

The below Nvidia documentation link, does not work:

as it is for Python3.8 or lower version I suppose.

3

Hi,

We don’t have the python3.9 package.
You will need to build it from the source or use the python3.8 package instead.

Thanks.

4

Please provide the build steps to build from the source similarly how it was provided for pytorch build.

Also even torch vision also got installed successfully, but when I execute “import torchvision” it throws error.

root@linux:/home/cabs-willet/Downloads# python3
Python 3.9.5 (default, Nov 23 2021, 15:27:38)
[GCC 9.3.0] on linux
Type “help”, “copyright”, “credits” or “license” for more information.

import torchvision
Traceback (most recent call last):
File “”, line 1, in
File “/root/.local/lib/python3.9/site-packages/torchvision-0.16.1-py3.9-linux-aarch64.egg/torchvision/init.py”, line 6, in
from torchvision import _meta_registrations, datasets, io, models, ops, transforms, utils
File “/root/.local/lib/python3.9/site-packages/torchvision-0.16.1-py3.9-linux-aarch64.egg/torchvision/datasets/init.py”, line 1, in
from ._optical_flow import FlyingChairs, FlyingThings3D, HD1K, KittiFlow, Sintel
File “/root/.local/lib/python3.9/site-packages/torchvision-0.16.1-py3.9-linux-aarch64.egg/torchvision/datasets/_optical_flow.py”, line 10, in
from PIL import Image
File “/usr/lib/python3/dist-packages/PIL/Image.py”, line 69, in
from . import _imaging as core
ImportError: cannot import name ‘_imaging’ from ‘PIL’ (/usr/lib/python3/dist-packages/PIL/init.py)

Looks like we need build torch vision also from source for Python3.9.
Please provide the build steps for torch vision also.

Thanks.

7

Hi,

The instructions are similar but please link it to the python version you prefer.

Thanks.

8

Are you referring to pytorch build or torchvision build steps from the below link:

9

Hi,

Yes, please give it a try.
Thanks.

10

I tried they worked with some minor modifications here and there…
Thanks

13

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