Jetson Orin and Tensorflow failed install?

Robotics & Edge Computing Jetson & Embedded Systems Jetson AGX Orin
1

Hello everyone,

I just freshly installed a brand new Jetson AGX Orin using the SDK manager, with the jetpack 5.1, Deepstream 6.2 and torch.
I tried to install tensorflow by following Nvidia’s documentation (https://docs.nvidia.com/deeplearning/frameworks/install-tf-jetson-platform/index.html), nothing else is installed yet except for what was previously mentioned.

And after completing the installation, I try to import tensorflow in a python console, only to get this lousy result:

$ python3
Python 3.8.10 (default, Nov 14 2022, 12:59:47)
[GCC 9.4.0] on linux
Type "help", "copyright", "credits" or "license" for more information.
>>> import tensorflow as tf
Traceback (most recent call last):
  File "<stdin>", line 1, in <module>
  File "/usr/local/lib/python3.8/dist-packages/tensorflow/__init__.py", line 37, in <module>
    from tensorflow.python.tools import module_util as _module_util
  File "/usr/local/lib/python3.8/dist-packages/tensorflow/python/__init__.py", line 37, in <module>
    from tensorflow.python.eager import context
  File "/usr/local/lib/python3.8/dist-packages/tensorflow/python/eager/context.py", line 28, in <module>
    from tensorflow.core.framework import function_pb2
  File "/usr/local/lib/python3.8/dist-packages/tensorflow/core/framework/function_pb2.py", line 16, in <module>
    from tensorflow.core.framework import attr_value_pb2 as tensorflow_dot_core_dot_framework_dot_attr__value__pb2
  File "/usr/local/lib/python3.8/dist-packages/tensorflow/core/framework/attr_value_pb2.py", line 16, in <module>
    from tensorflow.core.framework import tensor_pb2 as tensorflow_dot_core_dot_framework_dot_tensor__pb2
  File "/usr/local/lib/python3.8/dist-packages/tensorflow/core/framework/tensor_pb2.py", line 16, in <module>
    from tensorflow.core.framework import resource_handle_pb2 as tensorflow_dot_core_dot_framework_dot_resource__handle__pb2
  File "/usr/local/lib/python3.8/dist-packages/tensorflow/core/framework/resource_handle_pb2.py", line 16, in <module>
    from tensorflow.core.framework import tensor_shape_pb2 as tensorflow_dot_core_dot_framework_dot_tensor__shape__pb2
  File "/usr/local/lib/python3.8/dist-packages/tensorflow/core/framework/tensor_shape_pb2.py", line 36, in <module>
    _descriptor.FieldDescriptor(
  File "/home/jetson/.local/lib/python3.8/site-packages/google/protobuf/descriptor.py", line 560, in __new__
    _message.Message._CheckCalledFromGeneratedFile()
TypeError: Descriptors cannot not be created directly.
If this call came from a _pb2.py file, your generated code is out of date and must be regenerated with protoc >= 3.19.0.
If you cannot immediately regenerate your protos, some other possible workarounds are:
 1. Downgrade the protobuf package to 3.20.x or lower.
 2. Set PROTOCOL_BUFFERS_PYTHON_IMPLEMENTATION=python (but this will use pure-Python parsing and will be much slower).

More information: https://developers.google.com/protocol-buffers/docs/news/2022-05-06#python-updates

Would anybody have any light to shed on my problem?
Also, am I supposed to install tensorflow differently?

Thank you all for your help

Cheers

4

Hi,

Have you also applied the command in Prerequisites and Dependencies?

We have tested the installation on JetPack 5.1 and it can work correctly.
The protobuf installed in our environment is 3.20.3.

Successfully installed MarkupSafe-2.1.2 absl-py-1.4.0 astunparse-1.6.3 cachetools-5.3.0 flatbuffers-23.1.21 google-auth-2.16.0 google-auth-oauthlib-0.4.6 google-pasta-0.2.0 grpcio-1.51.1 importlib-metadata-6.0.0 keras-2.11.0 libclang-15.0.6.1 markdown-3.4.1 opt-einsum-3.3.0 protobuf-3.20.3 pyasn1-0.4.8 pyasn1-modules-0.2.8 requests-oauthlib-1.3.1 rsa-4.9 tensorboard-2.11.2 tensorboard-data-server-0.6.1 tensorboard-plugin-wit-1.8.1 tensorflow-2.11.0+nv23.1 tensorflow-estimator-2.11.0 termcolor-2.2.0 typing-extensions-4.4.0 werkzeug-2.2.2 wrapt-1.14.1 zipp-3.13.0
WARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv
nvidia@tegra-ubuntu:~$ python3
Python 3.8.10 (default, Nov 14 2022, 12:59:47) 
[GCC 9.4.0] on linux
Type "help", "copyright", "credits" or "license" for more information.
>>> import tensorflow as tf
>>> tf.__version__
'2.11.0'
>>>

Thanks.

5

Hello,

Yes of course I applied these commands before running the tensorflow install.
Though the protobuf version installed appears to be the 4.21.12

Should I downgrade the version ?

Below are the stacktrace of all these installations, as well as tensorflow

# jetson @ jetson-orin in ~ [20:02:56]
$ sudo apt-get install libhdf5-serial-dev hdf5-tools libhdf5-dev zlib1g-dev zip libjpeg8-dev liblapack-dev libblas-dev gfortran
Reading package lists... Done
Building dependency tree
Reading state information... Done
Note, selecting 'libhdf5-dev' instead of 'libhdf5-serial-dev'
gfortran is already the newest version (4:9.3.0-1ubuntu2).
gfortran set to manually installed.
libjpeg8-dev is already the newest version (8c-2ubuntu8).
libjpeg8-dev set to manually installed.
zip is already the newest version (3.0-11build1).
zip set to manually installed.
libhdf5-dev is already the newest version (1.10.4+repack-11ubuntu1).
zlib1g-dev is already the newest version (1:1.2.11.dfsg-2ubuntu1.5).
The following packages were automatically installed and are no longer required:
  apt-clone archdetect-deb bogl-bterm busybox-static cryptsetup-bin dctrl-tools dpkg-repack gdal-data gir1.2-goa-1.0 gir1.2-timezonemap-1.0 gir1.2-xkl-1.0 grub-common libarmadillo9 libarpack2 libavcodec-dev libavformat-dev libavresample-dev
  libavresample4 libavutil-dev libcfitsio8 libcharls2 libdap25 libdapclient6v5 libdc1394-22-dev libdebian-installer4 libepsilon1 libexif-dev libfreexl1 libfwupdplugin1 libfyba0 libgdal26 libgdcm-dev libgdcm3.0 libgeos-3.8.0 libgeos-c1v5 libgeotiff5
  libgl2ps1.4 libgphoto2-dev libhdf4-0-alt libhdf5-openmpi-103 libilmbase-dev libjbig-dev libkmlbase1 libkmldom1 libkmlengine1 liblept5 libminizip1 libnetcdf-c++4 libnetcdf15 libodbc1 libogdi4.1 libopencv-calib3d4.2 libopencv-contrib4.2
  libopencv-dnn4.2 libopencv-features2d4.2 libopencv-flann4.2 libopencv-highgui4.2 libopencv-imgcodecs4.2 libopencv-imgproc4.2 libopencv-ml4.2 libopencv-objdetect4.2 libopencv-photo4.2 libopencv-shape4.2 libopencv-stitching4.2 libopencv-superres4.2
  libopencv-video4.2 libopencv-videoio4.2 libopencv-videostab4.2 libopencv-viz4.2 libopencv4.2-java libopencv4.2-jni libopenexr-dev libpq5 libproj15 libqhull7 libraw1394-dev libsocket++1 libspatialite7 libsuperlu5 libswresample-dev libswscale-dev
  libtesseract4 libtiff-dev libtiffxx5 libtimezonemap-data libtimezonemap1 liburiparser1 libvtk6.3 libxerces-c3.2 libxmlb1 odbcinst odbcinst1debian2 os-prober proj-data python3-icu python3-pam rdate tasksel tasksel-data
Use 'sudo apt autoremove' to remove them.
Suggested packages:
  liblapack-doc
The following NEW packages will be installed:
  hdf5-tools libblas-dev liblapack-dev
0 upgraded, 3 newly installed, 0 to remove and 25 not upgraded.
Need to get 3231 kB of archives.
After this operation, 25.2 MB of additional disk space will be used.
Do you want to continue? [Y/n]
Get:1 http://ports.ubuntu.com/ubuntu-ports focal/universe arm64 hdf5-tools arm64 1.10.4+repack-11ubuntu1 [375 kB]
Get:2 http://ports.ubuntu.com/ubuntu-ports focal/main arm64 libblas-dev arm64 3.9.0-1build1 [92.7 kB]
Get:3 http://ports.ubuntu.com/ubuntu-ports focal/main arm64 liblapack-dev arm64 3.9.0-1build1 [2763 kB]
Fetched 3231 kB in 0s (9748 kB/s)
perl: warning: Setting locale failed.
perl: warning: Please check that your locale settings:
	LANGUAGE = (unset),
	LC_ALL = (unset),
	LC_CTYPE = "UTF-8",
	LC_TERMINAL = "iTerm2",
	LANG = "en_US.UTF-8"
    are supported and installed on your system.
perl: warning: Falling back to a fallback locale ("en_US.UTF-8").
locale: Cannot set LC_CTYPE to default locale: No such file or directory
locale: Cannot set LC_ALL to default locale: No such file or directory
debconf: delaying package configuration, since apt-utils is not installed
Selecting previously unselected package hdf5-tools.
(Reading database ... 189615 files and directories currently installed.)
Preparing to unpack .../hdf5-tools_1.10.4+repack-11ubuntu1_arm64.deb ...
Unpacking hdf5-tools (1.10.4+repack-11ubuntu1) ...
Selecting previously unselected package libblas-dev:arm64.
Preparing to unpack .../libblas-dev_3.9.0-1build1_arm64.deb ...
Unpacking libblas-dev:arm64 (3.9.0-1build1) ...
Selecting previously unselected package liblapack-dev:arm64.
Preparing to unpack .../liblapack-dev_3.9.0-1build1_arm64.deb ...
Unpacking liblapack-dev:arm64 (3.9.0-1build1) ...
Setting up hdf5-tools (1.10.4+repack-11ubuntu1) ...
Setting up liblapack-dev:arm64 (3.9.0-1build1) ...
Setting up libblas-dev:arm64 (3.9.0-1build1) ...
Processing triggers for man-db (2.9.1-1) ...

# jetson @ jetson-orin in ~ [20:08:58]
$ sudo pip3 install -U pip testresources setuptools==65.5.0
Collecting pip
  Downloading pip-23.0-py3-none-any.whl (2.1 MB)
     |████████████████████████████████| 2.1 MB 3.4 MB/s
Collecting testresources
  Downloading testresources-2.0.1-py2.py3-none-any.whl (36 kB)
Collecting setuptools==65.5.0
  Downloading setuptools-65.5.0-py3-none-any.whl (1.2 MB)
     |████████████████████████████████| 1.2 MB 51.1 MB/s
Collecting pbr>=1.8
  Downloading pbr-5.11.1-py2.py3-none-any.whl (112 kB)
     |████████████████████████████████| 112 kB 57.6 MB/s
Installing collected packages: pip, pbr, testresources, setuptools
  Attempting uninstall: pip
    Found existing installation: pip 20.0.2
    Not uninstalling pip at /usr/lib/python3/dist-packages, outside environment /usr
    Can't uninstall 'pip'. No files were found to uninstall.
  Attempting uninstall: setuptools
    Found existing installation: setuptools 45.2.0
    Not uninstalling setuptools at /usr/lib/python3/dist-packages, outside environment /usr
    Can't uninstall 'setuptools'. No files were found to uninstall.
Successfully installed pbr-5.11.1 pip-23.0 setuptools-65.5.0 testresources-2.0.1

# jetson @ jetson-orin in ~ [20:09:29]
$ sudo pip3 install -U numpy==1.21.1 future==0.18.2 mock==3.0.5 keras_preprocessing==1.1.2 keras_applications==1.0.8 gast==0.4.0 protobuf pybind11 cython pkgconfig packaging h5py==3.6.0
Collecting numpy==1.21.1
  Downloading numpy-1.21.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (13.2 MB)
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 13.2/13.2 MB 9.5 MB/s eta 0:00:00
Requirement already satisfied: future==0.18.2 in /usr/lib/python3/dist-packages (0.18.2)
Collecting mock==3.0.5
  Downloading mock-3.0.5-py2.py3-none-any.whl (25 kB)
Collecting keras_preprocessing==1.1.2
  Downloading Keras_Preprocessing-1.1.2-py2.py3-none-any.whl (42 kB)
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 42.6/42.6 kB 3.4 MB/s eta 0:00:00
Collecting keras_applications==1.0.8
  Downloading Keras_Applications-1.0.8-py3-none-any.whl (50 kB)
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 50.7/50.7 kB 4.6 MB/s eta 0:00:00
Collecting gast==0.4.0
  Downloading gast-0.4.0-py3-none-any.whl (9.8 kB)
Requirement already satisfied: protobuf in /usr/lib/python3/dist-packages (3.6.1)
Collecting protobuf
  Downloading protobuf-4.21.12-cp37-abi3-manylinux2014_aarch64.whl (405 kB)
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 405.1/405.1 kB 26.1 MB/s eta 0:00:00
Collecting pybind11
  Downloading pybind11-2.10.3-py3-none-any.whl (222 kB)
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 222.4/222.4 kB 19.8 MB/s eta 0:00:00
Collecting cython
  Downloading Cython-0.29.33-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.manylinux_2_24_aarch64.whl (1.8 MB)
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 1.8/1.8 MB 31.2 MB/s eta 0:00:00
Collecting pkgconfig
  Downloading pkgconfig-1.5.5-py3-none-any.whl (6.7 kB)
Requirement already satisfied: packaging in /usr/lib/python3/dist-packages (20.3)
Collecting packaging
  Downloading packaging-23.0-py3-none-any.whl (42 kB)
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 42.7/42.7 kB 3.9 MB/s eta 0:00:00
Collecting h5py==3.6.0
  Downloading h5py-3.6.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (8.5 MB)
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 8.5/8.5 MB 11.7 MB/s eta 0:00:00
Requirement already satisfied: six in /usr/lib/python3/dist-packages (from mock==3.0.5) (1.14.0)
Installing collected packages: pybind11, protobuf, pkgconfig, packaging, numpy, mock, gast, cython, keras_preprocessing, h5py, keras_applications
  Attempting uninstall: protobuf
    Found existing installation: protobuf 3.6.1
    Uninstalling protobuf-3.6.1:
      Successfully uninstalled protobuf-3.6.1
  Attempting uninstall: packaging
    Found existing installation: packaging 20.3
    Uninstalling packaging-20.3:
      Successfully uninstalled packaging-20.3
  Attempting uninstall: numpy
    Found existing installation: numpy 1.17.4
    Uninstalling numpy-1.17.4:
      Successfully uninstalled numpy-1.17.4
Successfully installed cython-0.29.33 gast-0.4.0 h5py-3.6.0 keras_applications-1.0.8 keras_preprocessing-1.1.2 mock-3.0.5 numpy-1.21.1 packaging-23.0 pkgconfig-1.5.5 protobuf-4.21.12 pybind11-2.10.3
WARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv

# jetson @ jetson-orin in ~ [20:12:55]
$ sudo pip3 install --extra-index-url https://developer.download.nvidia.com/compute/redist/jp/v51 tensorflow==2.11.0+nv23.01
Looking in indexes: https://pypi.org/simple, https://developer.download.nvidia.com/compute/redist/jp/v51
Collecting tensorflow==2.11.0+nv23.01
  Downloading https://developer.download.nvidia.com/compute/redist/jp/v51/tensorflow/tensorflow-2.11.0%2Bnv23.01-cp38-cp38-linux_aarch64.whl (483.5 MB)
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 483.5/483.5 MB 7.1 MB/s eta 0:00:00
Collecting tensorboard<2.12,>=2.11
  Downloading tensorboard-2.11.2-py3-none-any.whl (6.0 MB)
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 6.0/6.0 MB 32.9 MB/s eta 0:00:00
Requirement already satisfied: packaging in /usr/local/lib/python3.8/dist-packages (from tensorflow==2.11.0+nv23.01) (23.0)
Requirement already satisfied: gast<=0.4.0,>=0.2.1 in /usr/local/lib/python3.8/dist-packages (from tensorflow==2.11.0+nv23.01) (0.4.0)
Requirement already satisfied: numpy>=1.20.0 in /usr/local/lib/python3.8/dist-packages (from tensorflow==2.11.0+nv23.01) (1.21.1)
Collecting grpcio<2.0,>=1.24.3
  Downloading grpcio-1.51.1-cp38-cp38-manylinux_2_17_aarch64.whl (71.8 MB)
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 71.8/71.8 MB 8.7 MB/s eta 0:00:00
Collecting tensorflow-estimator<2.12,>=2.11.0
  Downloading tensorflow_estimator-2.11.0-py2.py3-none-any.whl (439 kB)
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Collecting libclang>=13.0.0
  Downloading libclang-15.0.6.1-py2.py3-none-manylinux2014_aarch64.whl (19.4 MB)
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 19.4/19.4 MB 54.5 MB/s eta 0:00:00
Collecting termcolor>=1.1.0
  Downloading termcolor-2.2.0-py3-none-any.whl (6.6 kB)
Collecting absl-py>=1.0.0
  Downloading absl_py-1.4.0-py3-none-any.whl (126 kB)
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Collecting wrapt>=1.11.0
  Downloading wrapt-1.14.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (81 kB)
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Collecting flatbuffers>=2.0
  Downloading flatbuffers-23.1.21-py2.py3-none-any.whl (26 kB)
Collecting google-pasta>=0.1.1
  Downloading google_pasta-0.2.0-py3-none-any.whl (57 kB)
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Requirement already satisfied: h5py>=2.9.0 in /usr/local/lib/python3.8/dist-packages (from tensorflow==2.11.0+nv23.01) (3.6.0)
Requirement already satisfied: six>=1.12.0 in /usr/lib/python3/dist-packages (from tensorflow==2.11.0+nv23.01) (1.14.0)
Collecting opt-einsum>=2.3.2
  Downloading opt_einsum-3.3.0-py3-none-any.whl (65 kB)
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 65.5/65.5 kB 2.9 MB/s eta 0:00:00
Requirement already satisfied: setuptools in /usr/local/lib/python3.8/dist-packages (from tensorflow==2.11.0+nv23.01) (65.5.0)
Collecting keras<2.12,>=2.11.0
  Downloading keras-2.11.0-py2.py3-none-any.whl (1.7 MB)
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Collecting typing-extensions>=3.6.6
  Downloading typing_extensions-4.4.0-py3-none-any.whl (26 kB)
Collecting astunparse>=1.6.0
  Downloading astunparse-1.6.3-py2.py3-none-any.whl (12 kB)
Collecting protobuf<4.0.0,>=3.9.2
  Downloading protobuf-3.20.3-cp38-cp38-manylinux2014_aarch64.whl (918 kB)
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Requirement already satisfied: wheel<1.0,>=0.23.0 in /usr/lib/python3/dist-packages (from astunparse>=1.6.0->tensorflow==2.11.0+nv23.01) (0.34.2)
Collecting tensorboard-plugin-wit>=1.6.0
  Downloading tensorboard_plugin_wit-1.8.1-py3-none-any.whl (781 kB)
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 781.3/781.3 kB 26.0 MB/s eta 0:00:00
Collecting tensorboard-data-server<0.7.0,>=0.6.0
  Downloading tensorboard_data_server-0.6.1-py3-none-any.whl (2.4 kB)
Requirement already satisfied: requests<3,>=2.21.0 in /usr/lib/python3/dist-packages (from tensorboard<2.12,>=2.11->tensorflow==2.11.0+nv23.01) (2.22.0)
Collecting google-auth<3,>=1.6.3
  Downloading google_auth-2.16.0-py2.py3-none-any.whl (177 kB)
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Collecting werkzeug>=1.0.1
  Downloading Werkzeug-2.2.2-py3-none-any.whl (232 kB)
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Requirement already satisfied: markdown>=2.6.8 in /usr/lib/python3/dist-packages (from tensorboard<2.12,>=2.11->tensorflow==2.11.0+nv23.01) (3.1.1)
Collecting google-auth-oauthlib<0.5,>=0.4.1
  Downloading google_auth_oauthlib-0.4.6-py2.py3-none-any.whl (18 kB)
Collecting pyasn1-modules>=0.2.1
  Downloading pyasn1_modules-0.2.8-py2.py3-none-any.whl (155 kB)
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Collecting rsa<5,>=3.1.4
  Downloading rsa-4.9-py3-none-any.whl (34 kB)
Collecting cachetools<6.0,>=2.0.0
  Downloading cachetools-5.3.0-py3-none-any.whl (9.3 kB)
Collecting requests-oauthlib>=0.7.0
  Downloading requests_oauthlib-1.3.1-py2.py3-none-any.whl (23 kB)
Collecting MarkupSafe>=2.1.1
  Downloading MarkupSafe-2.1.2-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (26 kB)
Collecting pyasn1<0.5.0,>=0.4.6
  Downloading pyasn1-0.4.8-py2.py3-none-any.whl (77 kB)
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Requirement already satisfied: oauthlib>=3.0.0 in /usr/lib/python3/dist-packages (from requests-oauthlib>=0.7.0->google-auth-oauthlib<0.5,>=0.4.1->tensorboard<2.12,>=2.11->tensorflow==2.11.0+nv23.01) (3.1.0)
Installing collected packages: tensorboard-plugin-wit, pyasn1, libclang, flatbuffers, wrapt, typing-extensions, termcolor, tensorflow-estimator, tensorboard-data-server, rsa, requests-oauthlib, pyasn1-modules, protobuf, opt-einsum, MarkupSafe, keras, grpcio, google-pasta, cachetools, astunparse, absl-py, werkzeug, google-auth, google-auth-oauthlib, tensorboard, tensorflow
  Attempting uninstall: protobuf
    Found existing installation: protobuf 4.21.12
    Uninstalling protobuf-4.21.12:
      Successfully uninstalled protobuf-4.21.12
  Attempting uninstall: MarkupSafe
    Found existing installation: MarkupSafe 1.1.0
    Uninstalling MarkupSafe-1.1.0:
      Successfully uninstalled MarkupSafe-1.1.0
Successfully installed MarkupSafe-2.1.2 absl-py-1.4.0 astunparse-1.6.3 cachetools-5.3.0 flatbuffers-23.1.21 google-auth-2.16.0 google-auth-oauthlib-0.4.6 google-pasta-0.2.0 grpcio-1.51.1 keras-2.11.0 libclang-15.0.6.1 opt-einsum-3.3.0 protobuf-3.20.3 pyasn1-0.4.8 pyasn1-modules-0.2.8 requests-oauthlib-1.3.1 rsa-4.9 tensorboard-2.11.2 tensorboard-data-server-0.6.1 tensorboard-plugin-wit-1.8.1 tensorflow-2.11.0+nv23.1 tensorflow-estimator-2.11.0 termcolor-2.2.0 typing-extensions-4.4.0 werkzeug-2.2.2 wrapt-1.14.1
WARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv

But then:

# jetson @ jetson-orin in ~ [20:29:07]
$ python3
Python 3.8.10 (default, Nov 14 2022, 12:59:47)
[GCC 9.4.0] on linux
Type "help", "copyright", "credits" or "license" for more information.
>>> import tensorflow as tf
Traceback (most recent call last):
  File "<stdin>", line 1, in <module>
  File "/usr/local/lib/python3.8/dist-packages/tensorflow/__init__.py", line 37, in <module>
    from tensorflow.python.tools import module_util as _module_util
  File "/usr/local/lib/python3.8/dist-packages/tensorflow/python/__init__.py", line 37, in <module>
    from tensorflow.python.eager import context
  File "/usr/local/lib/python3.8/dist-packages/tensorflow/python/eager/context.py", line 28, in <module>
    from tensorflow.core.framework import function_pb2
  File "/usr/local/lib/python3.8/dist-packages/tensorflow/core/framework/function_pb2.py", line 16, in <module>
    from tensorflow.core.framework import attr_value_pb2 as tensorflow_dot_core_dot_framework_dot_attr__value__pb2
  File "/usr/local/lib/python3.8/dist-packages/tensorflow/core/framework/attr_value_pb2.py", line 16, in <module>
    from tensorflow.core.framework import tensor_pb2 as tensorflow_dot_core_dot_framework_dot_tensor__pb2
  File "/usr/local/lib/python3.8/dist-packages/tensorflow/core/framework/tensor_pb2.py", line 16, in <module>
    from tensorflow.core.framework import resource_handle_pb2 as tensorflow_dot_core_dot_framework_dot_resource__handle__pb2
  File "/usr/local/lib/python3.8/dist-packages/tensorflow/core/framework/resource_handle_pb2.py", line 16, in <module>
    from tensorflow.core.framework import tensor_shape_pb2 as tensorflow_dot_core_dot_framework_dot_tensor__shape__pb2
  File "/usr/local/lib/python3.8/dist-packages/tensorflow/core/framework/tensor_shape_pb2.py", line 36, in <module>
    _descriptor.FieldDescriptor(
  File "/home/jetson/.local/lib/python3.8/site-packages/google/protobuf/descriptor.py", line 560, in __new__
    _message.Message._CheckCalledFromGeneratedFile()
TypeError: Descriptors cannot not be created directly.
If this call came from a _pb2.py file, your generated code is out of date and must be regenerated with protoc >= 3.19.0.
If you cannot immediately regenerate your protos, some other possible workarounds are:
 1. Downgrade the protobuf package to 3.20.x or lower.
 2. Set PROTOCOL_BUFFERS_PYTHON_IMPLEMENTATION=python (but this will use pure-Python parsing and will be much slower).

More information: https://developers.google.com/protocol-buffers/docs/news/2022-05-06#python-updates
6

Hi,

The protobuf is re-installed to 3.20 when you install the TensorFlow package.
Could you double confirm which protobuf version is used in your environment?

Thanks.

8

Hi,

Sorry I didn’t have the opportunity to get back to my jetson Orin before now.

I double checked the protobu version and although I followed every steps of the documentation to install Tensorflow, the protobuf version is still 4.21.12

pip3 show protobuf
Name: protobuf
Version: 4.21.12
Summary:
Home-page: https://developers.google.com/protocol-buffers/
Author: protobuf@googlegroups.com
Author-email: protobuf@googlegroups.com
License: 3-Clause BSD License
Location: /home/jetson/.local/lib/python3.8/site-packages
Requires:
Required-by: tensorboard, tensorflow, uff

It seems that the tensorflow installation did not re-install protobuf correctly, although the install logs say is did.

Re-running the install of tensorflow only tells me that everything is already installed:

# jetson @ jetson-orin in ~ [13:27:44]
$ sudo pip3 install --extra-index-url https://developer.download.nvidia.com/compute/redist/jp/v51 tensorflow==2.11.0+nv23.01
Looking in indexes: https://pypi.org/simple, https://developer.download.nvidia.com/compute/redist/jp/v51
Requirement already satisfied: tensorflow==2.11.0+nv23.01 in /usr/local/lib/python3.8/dist-packages (2.11.0+nv23.1)
Requirement already satisfied: numpy>=1.20.0 in /usr/local/lib/python3.8/dist-packages (from tensorflow==2.11.0+nv23.01) (1.21.1)
Requirement already satisfied: flatbuffers>=2.0 in /usr/local/lib/python3.8/dist-packages (from tensorflow==2.11.0+nv23.01) (23.1.21)
Requirement already satisfied: six>=1.12.0 in /usr/lib/python3/dist-packages (from tensorflow==2.11.0+nv23.01) (1.14.0)
Requirement already satisfied: opt-einsum>=2.3.2 in /usr/local/lib/python3.8/dist-packages (from tensorflow==2.11.0+nv23.01) (3.3.0)
Requirement already satisfied: keras<2.12,>=2.11.0 in /usr/local/lib/python3.8/dist-packages (from tensorflow==2.11.0+nv23.01) (2.11.0)
Requirement already satisfied: google-pasta>=0.1.1 in /usr/local/lib/python3.8/dist-packages (from tensorflow==2.11.0+nv23.01) (0.2.0)
Requirement already satisfied: libclang>=13.0.0 in /usr/local/lib/python3.8/dist-packages (from tensorflow==2.11.0+nv23.01) (15.0.6.1)
Requirement already satisfied: wrapt>=1.11.0 in /usr/local/lib/python3.8/dist-packages (from tensorflow==2.11.0+nv23.01) (1.14.1)
Requirement already satisfied: tensorflow-estimator<2.12,>=2.11.0 in /usr/local/lib/python3.8/dist-packages (from tensorflow==2.11.0+nv23.01) (2.11.0)
Requirement already satisfied: absl-py>=1.0.0 in /usr/local/lib/python3.8/dist-packages (from tensorflow==2.11.0+nv23.01) (1.4.0)
Requirement already satisfied: gast<=0.4.0,>=0.2.1 in /usr/local/lib/python3.8/dist-packages (from tensorflow==2.11.0+nv23.01) (0.4.0)
Requirement already satisfied: grpcio<2.0,>=1.24.3 in /usr/local/lib/python3.8/dist-packages (from tensorflow==2.11.0+nv23.01) (1.51.1)
Requirement already satisfied: tensorboard<2.12,>=2.11 in /usr/local/lib/python3.8/dist-packages (from tensorflow==2.11.0+nv23.01) (2.11.2)
Requirement already satisfied: typing-extensions>=3.6.6 in /usr/local/lib/python3.8/dist-packages (from tensorflow==2.11.0+nv23.01) (4.4.0)
Requirement already satisfied: astunparse>=1.6.0 in /usr/local/lib/python3.8/dist-packages (from tensorflow==2.11.0+nv23.01) (1.6.3)
Requirement already satisfied: termcolor>=1.1.0 in /usr/local/lib/python3.8/dist-packages (from tensorflow==2.11.0+nv23.01) (2.2.0)
Requirement already satisfied: h5py>=2.9.0 in /usr/local/lib/python3.8/dist-packages (from tensorflow==2.11.0+nv23.01) (3.6.0)
Requirement already satisfied: setuptools in /usr/local/lib/python3.8/dist-packages (from tensorflow==2.11.0+nv23.01) (65.5.0)
Requirement already satisfied: packaging in /usr/local/lib/python3.8/dist-packages (from tensorflow==2.11.0+nv23.01) (23.0)
Requirement already satisfied: protobuf<4.0.0,>=3.9.2 in /usr/local/lib/python3.8/dist-packages (from tensorflow==2.11.0+nv23.01) (3.20.3)
Requirement already satisfied: wheel<1.0,>=0.23.0 in /usr/lib/python3/dist-packages (from astunparse>=1.6.0->tensorflow==2.11.0+nv23.01) (0.34.2)
Requirement already satisfied: requests<3,>=2.21.0 in /usr/lib/python3/dist-packages (from tensorboard<2.12,>=2.11->tensorflow==2.11.0+nv23.01) (2.22.0)
Requirement already satisfied: tensorboard-plugin-wit>=1.6.0 in /usr/local/lib/python3.8/dist-packages (from tensorboard<2.12,>=2.11->tensorflow==2.11.0+nv23.01) (1.8.1)
Requirement already satisfied: google-auth<3,>=1.6.3 in /usr/local/lib/python3.8/dist-packages (from tensorboard<2.12,>=2.11->tensorflow==2.11.0+nv23.01) (2.16.0)
Requirement already satisfied: tensorboard-data-server<0.7.0,>=0.6.0 in /usr/local/lib/python3.8/dist-packages (from tensorboard<2.12,>=2.11->tensorflow==2.11.0+nv23.01) (0.6.1)
Requirement already satisfied: markdown>=2.6.8 in /usr/lib/python3/dist-packages (from tensorboard<2.12,>=2.11->tensorflow==2.11.0+nv23.01) (3.1.1)
Requirement already satisfied: google-auth-oauthlib<0.5,>=0.4.1 in /usr/local/lib/python3.8/dist-packages (from tensorboard<2.12,>=2.11->tensorflow==2.11.0+nv23.01) (0.4.6)
Requirement already satisfied: werkzeug>=1.0.1 in /usr/local/lib/python3.8/dist-packages (from tensorboard<2.12,>=2.11->tensorflow==2.11.0+nv23.01) (2.2.2)
Requirement already satisfied: pyasn1-modules>=0.2.1 in /usr/local/lib/python3.8/dist-packages (from google-auth<3,>=1.6.3->tensorboard<2.12,>=2.11->tensorflow==2.11.0+nv23.01) (0.2.8)
Requirement already satisfied: rsa<5,>=3.1.4 in /usr/local/lib/python3.8/dist-packages (from google-auth<3,>=1.6.3->tensorboard<2.12,>=2.11->tensorflow==2.11.0+nv23.01) (4.9)
Requirement already satisfied: cachetools<6.0,>=2.0.0 in /usr/local/lib/python3.8/dist-packages (from google-auth<3,>=1.6.3->tensorboard<2.12,>=2.11->tensorflow==2.11.0+nv23.01) (5.3.0)
Requirement already satisfied: requests-oauthlib>=0.7.0 in /usr/local/lib/python3.8/dist-packages (from google-auth-oauthlib<0.5,>=0.4.1->tensorboard<2.12,>=2.11->tensorflow==2.11.0+nv23.01) (1.3.1)
Requirement already satisfied: MarkupSafe>=2.1.1 in /usr/local/lib/python3.8/dist-packages (from werkzeug>=1.0.1->tensorboard<2.12,>=2.11->tensorflow==2.11.0+nv23.01) (2.1.2)
Requirement already satisfied: pyasn1<0.5.0,>=0.4.6 in /usr/local/lib/python3.8/dist-packages (from pyasn1-modules>=0.2.1->google-auth<3,>=1.6.3->tensorboard<2.12,>=2.11->tensorflow==2.11.0+nv23.01) (0.4.8)
Requirement already satisfied: oauthlib>=3.0.0 in /usr/lib/python3/dist-packages (from requests-oauthlib>=0.7.0->google-auth-oauthlib<0.5,>=0.4.1->tensorboard<2.12,>=2.11->tensorflow==2.11.0+nv23.01) (3.1.0)
WARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv

Should I forcibly uninstall protobuf and install the 3.20 ?

9

Alright, so I uninstalled protobuf and it solved the issue.

I guess the issue comes form the fact that in your documentation it indicates to install protobuf with pip3 -U and tensorflow as root. ?

I uninstalled protobuf without sudo and then only remained the 3.20 version installed by tensorflow.

Anyway, thank you very much for your help, now it seems to be better :-)

# jetson @ jetson-orin in ~ [13:34:15]
$ python3
Python 3.8.10 (default, Nov 14 2022, 12:59:47)
[GCC 9.4.0] on linux
Type "help", "copyright", "credits" or "license" for more information.
>>> import tensorflow as tf
>>> tf.__version__
'2.11.0'
>>>
10

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