Official TensorFlow for Jetson Nano!

Robotics & Edge Computing Jetson & Embedded Systems Jetson Nano
1

Our official TensorFlow release for Jetson Nano!

Python 3.6+JetPack4.6.3

$ sudo apt-get update
$ sudo apt-get install -y python3-pip pkg-config
$ sudo apt-get install -y libhdf5-serial-dev hdf5-tools libhdf5-dev zlib1g-dev zip libjpeg8-dev liblapack-dev libblas-dev gfortran
$ sudo ln -s /usr/include/locale.h /usr/include/xlocale.h
$ sudo pip3 install --verbose 'protobuf<4' 'Cython<3'
$ sudo wget --no-check-certificate https://developer.download.nvidia.com/compute/redist/jp/v461/tensorflow/tensorflow-2.7.0+nv22.1-cp36-cp36m-linux_aarch64.whl
$ sudo pip3 install --verbose tensorflow-2.7.0+nv22.1-cp36-cp36m-linux_aarch64.whl

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 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
sudo pip3 install -U pip testresources setuptools 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’

Python3.6+JetPack4.3

$ sudo apt-get install libhdf5-serial-dev hdf5-tools libhdf5-dev zlib1g-dev zip libjpeg8-dev
$ sudo apt-get install python3-pip
$ sudo pip3 install -U pip
$ sudo pip3 install -U numpy grpcio absl-py py-cpuinfo psutil portpicker six mock requests gast h5py astor termcolor protobuf keras-applications keras-preprocessing wrapt google-pasta
# TF-2.x
$ sudo pip3 install --pre --extra-index-url https://developer.download.nvidia.com/compute/redist/jp/v43 tensorflow==2.1.0+nv20.3
# TF-1.15
$ sudo pip3 install --pre --extra-index-url https://developer.download.nvidia.com/compute/redist/jp/v43 tensorflow==1.15.2+nv20.3

DL frameworks - https://developer.nvidia.com/deep-learning-frameworks
Download - https://developer.nvidia.com/embedded/downloads#?search=tensorflow
Installation guide - https://docs.nvidia.com/deeplearning/frameworks/install-tf-jetson-platform/index.html
Release note - https://docs.nvidia.com/deeplearning/dgx/install-tf-xavier-release-notes/index.html

^_^

20 Likes
Just reminding everyone that Jetpack 4.4 sucks
Unable to install tensorflow in jetson nano
Cuda capability problem?
Issues with Jupyter Notebook installation
Errror for Import tensorflow
Tensorflow
Failed install numpy on jetpack 4.4
ERROR: Failed building wheel for h5py
Getting an error h5py on jetson nano while installing Tensorflow
Error in Tensorflow installation process on Jetson nano
Nano Jetson Jetpack 4.6.1 can't install right h5py version?
Installation of testresources setuptools==65.5.0 throws error
Install keras and tensorflow in jetson nano
Installing Tensorflow on Jetson Nano Ubuntu 18.04
Issue Installing TensorFlow on Jetson Xavier NX (Jetpack ddddd4.6.5)
Cann't install tensorflow due to h5py -Jetson Nano
Failed building wheel for h5py for installing tensorflow on jetson tx2
Installing Tensorflow on Jetson Nano Ubuntu 18.04
I tried several times to install TensorFlow but failed as a result
Jetson Nano with CUDA 11 and JetPack (TensorFlow2 compatibility)
How to utilize GPUs in Jetson Nano
Tensorflow compatibilty issue
Install Tensorflow on JetPack 4.6.1 on Xavier nx
Trying to install tensorflow on jetson nano 4Gb
Setting up h5py, building wheel
Installing Tensorflow to Jetson nano trouble with original tutorial
Jetson nano-jetpack version
Installing tensorflow on Jetson nano
Install keras and tensorflow in jetson nano
Unable to install tensorflow 2.7 in Jetson Nano dev. B01
Nvidia/jetson Tensorflow installation failed
Installing TensorFlow 2 Object detection API on Jetson Nano missing Tensorflow io
Tensorflow Object detection API for Jetson Nano...stuck on scipy version forever
Build TensorFlow 1.7 for Nano 2GB
Tensorflow Object detection API for Jetson Nano...stuck on scipy version forever
Jeton Nano Jetpack 5.0.2 support
Triton IS + Python App for custom Image Classifier Inference on Jetson Nano
Tensorflow installation on Jetson Nano 2GB
Tensorflow Object detection API for Jetson Nano
Jetpack 4.6.1 Tensorflow Install Issue
Installing Tensorflow 1.15 on Jetson Nano 2Gb Developer Kit succeeds but tensorflow not imported
Jetson Nano 4GB Tensorflow Using GPU Help
Installation of tensorflow failed
Jetson Nano 4GB Tensorflow Using GPU Help
Jetson Nano FAQ
Using virtual environments on Jetson NANO
There is no way to install tensorflow on Jetson TX1
Setuptools installation issue in Jetson Nano
Jetson Nano 4GB Tensorflow Using GPU Help
TensorFlow memory growth: cannot allocate memory in static TLS block
2

Do you by any chance have plans for a Pytorch release for the Nano. It is a great platform, but I’ve been trying to follow the script here without any luck: Install procedure for pyTorch on NVIDIA Jetson TX1/TX2 with JetPack <= 3.2.1. For JetPack 4.2 and Xavier/Nano/TX2, see https://devtalk.nvidia.com/default/topic/1049071/jetson-nano/pytorch-for-jetson-nano/ · GitHub.

2 Likes
My image classification model has different performance on the board
3

Does Jetson Nano support Windows to write codes and flash into the kit except for Linux ?

4

Hi, blarish

Do you mind to file another topic specify for the pyTorch issue?
We will check pyTorch functionality and update information with you later.

Thanks.

5

Hi, 40837090

May I know what kind of environment do you want to use?

We don’t provide an IDE tool for cross-compiling a Jetson application on Windows.
But you should be able to link the device with ssh directly.

Thanks.

6

[/quote]

Absolutely. After I posted this comment, I actually noticed there was a separate PyTorch thread, so I will move my comments there. Very sorry I didn’t do that in the first place. Thanks for the quick response!

7

error installing using above tensorflow command

[8/8] Cythonizing /tmp/easy_install-bju22v8k/Cython-0.29.6/Cython/Tempita/_tempita.py
    Unable to find pgen, not compiling formal grammar.
    warning: no files found matching 'Doc/*'
    warning: no files found matching '*.pyx' under directory 'Cython/Debugger/Tests'
    warning: no files found matching '*.pxd' under directory 'Cython/Debugger/Tests'
    warning: no files found matching '*.pxd' under directory 'Cython/Utility'
    warning: no files found matching 'pyximport/README'
    /tmp/easy_install-bju22v8k/Cython-0.29.6/Cython/Plex/Scanners.c:19:10: fatal error: Python.h: No such file or directory
     #include "Python.h"
              ^~~~~~~~~~
    compilation terminated.
    Traceback (most recent call last):
      File "/usr/lib/python3.6/distutils/unixccompiler.py", line 118, in _compile
        extra_postargs)
      File "/usr/lib/python3.6/distutils/ccompiler.py", line 909, in spawn
        spawn(cmd, dry_run=self.dry_run)
      File "/usr/lib/python3.6/distutils/spawn.py", line 36, in spawn
        _spawn_posix(cmd, search_path, dry_run=dry_run)
      File "/usr/lib/python3.6/distutils/spawn.py", line 159, in _spawn_posix
        % (cmd, exit_status))
    distutils.errors.DistutilsExecError: command 'aarch64-linux-gnu-gcc' failed with exit status 1
    
    During handling of the above exception, another exception occurred:
    
    Traceback (most recent call last):
      File "/usr/lib/python3.6/distutils/core.py", line 148, in setup
        dist.run_commands()
      File "/usr/lib/python3.6/distutils/dist.py", line 955, in run_commands
        self.run_command(cmd)
      File "/usr/lib/python3.6/distutils/dist.py", line 974, in run_command
        cmd_obj.run()
      File "/usr/local/lib/python3.6/dist-packages/setuptools/command/bdist_egg.py", line 172, in run
        cmd = self.call_command('install_lib', warn_dir=0)
      File "/usr/local/lib/python3.6/dist-packages/setuptools/command/bdist_egg.py", line 158, in call_command
        self.run_command(cmdname)
      File "/usr/lib/python3.6/distutils/cmd.py", line 313, in run_command
        self.distribution.run_command(command)
      File "/usr/lib/python3.6/distutils/dist.py", line 974, in run_command
        cmd_obj.run()
      File "/usr/local/lib/python3.6/dist-packages/setuptools/command/install_lib.py", line 11, in run
        self.build()
      File "/usr/lib/python3.6/distutils/command/install_lib.py", line 109, in build
        self.run_command('build_ext')
      File "/usr/lib/python3.6/distutils/cmd.py", line 313, in run_command
        self.distribution.run_command(command)
      File "/usr/lib/python3.6/distutils/dist.py", line 974, in run_command
        cmd_obj.run()
      File "/usr/local/lib/python3.6/dist-packages/setuptools/command/build_ext.py", line 78, in run
        _build_ext.run(self)
      File "/usr/lib/python3.6/distutils/command/build_ext.py", line 339, in run
        self.build_extensions()
      File "/usr/lib/python3.6/distutils/command/build_ext.py", line 448, in build_extensions
        self._build_extensions_serial()
      File "/usr/lib/python3.6/distutils/command/build_ext.py", line 473, in _build_extensions_serial
        self.build_extension(ext)
      File "/usr/local/lib/python3.6/dist-packages/setuptools/command/build_ext.py", line 199, in build_extension
        _build_ext.build_extension(self, ext)
      File "/usr/lib/python3.6/distutils/command/build_ext.py", line 533, in build_extension
        depends=ext.depends)
      File "/usr/lib/python3.6/distutils/ccompiler.py", line 574, in compile
        self._compile(obj, src, ext, cc_args, extra_postargs, pp_opts)
      File "/usr/lib/python3.6/distutils/unixccompiler.py", line 120, in _compile
        raise CompileError(msg)
    distutils.errors.CompileError: command 'aarch64-linux-gnu-gcc' failed with exit status 1
    
    During handling of the above exception, another exception occurred:
    
    Traceback (most recent call last):
      File "/usr/local/lib/python3.6/dist-packages/setuptools/sandbox.py", line 154, in save_modules
        yield saved
      File "/usr/local/lib/python3.6/dist-packages/setuptools/sandbox.py", line 195, in setup_context
        yield
      File "/usr/local/lib/python3.6/dist-packages/setuptools/sandbox.py", line 250, in run_setup
        _execfile(setup_script, ns)
      File "/usr/local/lib/python3.6/dist-packages/setuptools/sandbox.py", line 45, in _execfile
        exec(code, globals, locals)
      File "/tmp/easy_install-bju22v8k/Cython-0.29.6/setup.py", line 285, in <module>
      File "/usr/local/lib/python3.6/dist-packages/setuptools/__init__.py", line 145, in setup
        return distutils.core.setup(**attrs)
      File "/usr/lib/python3.6/distutils/core.py", line 163, in setup
        raise SystemExit("error: " + str(msg))
    SystemExit: error: command 'aarch64-linux-gnu-gcc' failed with exit status 1
    
    During handling of the above exception, another exception occurred:
    
    Traceback (most recent call last):
      File "/usr/local/lib/python3.6/dist-packages/setuptools/command/easy_install.py", line 1144, in run_setup
        run_setup(setup_script, args)
      File "/usr/local/lib/python3.6/dist-packages/setuptools/sandbox.py", line 253, in run_setup
        raise
      File "/usr/lib/python3.6/contextlib.py", line 99, in __exit__
        self.gen.throw(type, value, traceback)
      File "/usr/local/lib/python3.6/dist-packages/setuptools/sandbox.py", line 195, in setup_context
        yield
      File "/usr/lib/python3.6/contextlib.py", line 99, in __exit__
        self.gen.throw(type, value, traceback)
      File "/usr/local/lib/python3.6/dist-packages/setuptools/sandbox.py", line 166, in save_modules
        saved_exc.resume()
      File "/usr/local/lib/python3.6/dist-packages/setuptools/sandbox.py", line 141, in resume
        six.reraise(type, exc, self._tb)
      File "/usr/local/lib/python3.6/dist-packages/setuptools/_vendor/six.py", line 685, in reraise
        raise value.with_traceback(tb)
      File "/usr/local/lib/python3.6/dist-packages/setuptools/sandbox.py", line 154, in save_modules
        yield saved
      File "/usr/local/lib/python3.6/dist-packages/setuptools/sandbox.py", line 195, in setup_context
        yield
      File "/usr/local/lib/python3.6/dist-packages/setuptools/sandbox.py", line 250, in run_setup
        _execfile(setup_script, ns)
      File "/usr/local/lib/python3.6/dist-packages/setuptools/sandbox.py", line 45, in _execfile
        exec(code, globals, locals)
      File "/tmp/easy_install-bju22v8k/Cython-0.29.6/setup.py", line 285, in <module>
      File "/usr/local/lib/python3.6/dist-packages/setuptools/__init__.py", line 145, in setup
        return distutils.core.setup(**attrs)
      File "/usr/lib/python3.6/distutils/core.py", line 163, in setup
        raise SystemExit("error: " + str(msg))
    SystemExit: error: command 'aarch64-linux-gnu-gcc' failed with exit status 1
    
    During handling of the above exception, another exception occurred:
    
    Traceback (most recent call last):
      File "<string>", line 1, in <module>
      File "/tmp/pip-install-do5j_iad/h5py/setup.py", line 168, in <module>
        cmdclass = CMDCLASS,
      File "/usr/local/lib/python3.6/dist-packages/setuptools/__init__.py", line 144, in setup
        _install_setup_requires(attrs)
      File "/usr/local/lib/python3.6/dist-packages/setuptools/__init__.py", line 139, in _install_setup_requires
        dist.fetch_build_eggs(dist.setup_requires)
      File "/usr/local/lib/python3.6/dist-packages/setuptools/dist.py", line 724, in fetch_build_eggs
        replace_conflicting=True,
      File "/usr/local/lib/python3.6/dist-packages/pkg_resources/__init__.py", line 782, in resolve
        replace_conflicting=replace_conflicting
      File "/usr/local/lib/python3.6/dist-packages/pkg_resources/__init__.py", line 1065, in best_match
        return self.obtain(req, installer)
      File "/usr/local/lib/python3.6/dist-packages/pkg_resources/__init__.py", line 1077, in obtain
        return installer(requirement)
      File "/usr/local/lib/python3.6/dist-packages/setuptools/dist.py", line 791, in fetch_build_egg
        return cmd.easy_install(req)
      File "/usr/local/lib/python3.6/dist-packages/setuptools/command/easy_install.py", line 679, in easy_install
        return self.install_item(spec, dist.location, tmpdir, deps)
      File "/usr/local/lib/python3.6/dist-packages/setuptools/command/easy_install.py", line 705, in install_item
        dists = self.install_eggs(spec, download, tmpdir)
      File "/usr/local/lib/python3.6/dist-packages/setuptools/command/easy_install.py", line 890, in install_eggs
        return self.build_and_install(setup_script, setup_base)
      File "/usr/local/lib/python3.6/dist-packages/setuptools/command/easy_install.py", line 1158, in build_and_install
        self.run_setup(setup_script, setup_base, args)
      File "/usr/local/lib/python3.6/dist-packages/setuptools/command/easy_install.py", line 1146, in run_setup
        raise DistutilsError("Setup script exited with %s" % (v.args[0],))
    distutils.errors.DistutilsError: Setup script exited with error: command 'aarch64-linux-gnu-gcc' failed with exit status 1
    
    ----------------------------------------
Command "python setup.py egg_info" failed with error code 1 in /tmp/pip-install-do5j_iad/h5py/
8

When will MXNET be released officially 

9

pip3 install --extra-index-url https://developer.download.nvidia.com/compute/redist/jp/v42 tensorflow-gpu==1.13.1+nv19.3 --user

I took this error installing using above tensorflow command.

10

Hi, karthikbalu.meng and lgndogan

The error indicates a missing library required by the package.
It can be fixed by installing the hdf5 library beforehand.

I have updated this information into the comment#1.
Please try it again and also let us know the results.

Thanks.

11

Hi,AastaLLL thank you for answer but I took this error. You can see below comment

Collecting tensorflow-gpu==1.13.1+nv19.3
Retrying (Retry(total=4, connect=None, read=None, redirect=None, status=None)) after connection broken by ‘NewConnectionError(’<urllib3.connection.VerifiedHTTPSConnection object at 0x7f9fe8ae10>: Failed to establish a new connection: [Errno -2] Name or service not known’,)': /compute/redist/jp/v42/tensorflow-gpu/
Using cached https://developer.download.nvidia.com/compute/redist/jp/v42/tensorflow-gpu/tensorflow_gpu-1.13.1+nv19.3-cp36-cp36m-linux_aarch64.whl
Collecting numpy>=1.13.3 (from tensorflow-gpu==1.13.1+nv19.3)
Collecting absl-py>=0.1.6 (from tensorflow-gpu==1.13.1+nv19.3)
Using cached https://files.pythonhosted.org/packages/da/3f/9b0355080b81b15ba6a9ffcf1f5ea39e307a2778b2f2dc8694724e8abd5b/absl-py-0.7.1.tar.gz
Collecting tensorflow-estimator<1.14.0rc0,>=1.13.0 (from tensorflow-gpu==1.13.1+nv19.3)
Using cached https://files.pythonhosted.org/packages/bb/48/13f49fc3fa0fdf916aa1419013bb8f2ad09674c275b4046d5ee669a46873/tensorflow_estimator-1.13.0-py2.py3-none-any.whl
Collecting gast>=0.2.0 (from tensorflow-gpu==1.13.1+nv19.3)
Using cached https://files.pythonhosted.org/packages/4e/35/11749bf99b2d4e3cceb4d55ca22590b0d7c2c62b9de38ac4a4a7f4687421/gast-0.2.2.tar.gz
Collecting grpcio>=1.8.6 (from tensorflow-gpu==1.13.1+nv19.3)
Using cached https://files.pythonhosted.org/packages/e3/aa/6ee1f1c0b35d270725abff07f8d807c0413154af14cd019fd3aa3ab69d64/grpcio-1.19.0.tar.gz
Collecting tensorboard<1.14.0,>=1.13.0 (from tensorflow-gpu==1.13.1+nv19.3)
Using cached https://files.pythonhosted.org/packages/0f/39/bdd75b08a6fba41f098b6cb091b9e8c7a80e1b4d679a581a0ccd17b10373/tensorboard-1.13.1-py3-none-any.whl
Collecting astor>=0.6.0 (from tensorflow-gpu==1.13.1+nv19.3)
Using cached https://files.pythonhosted.org/packages/35/6b/11530768cac581a12952a2aad00e1526b89d242d0b9f59534ef6e6a1752f/astor-0.7.1-py2.py3-none-any.whl
Collecting keras-preprocessing>=1.0.5 (from tensorflow-gpu==1.13.1+nv19.3)
Using cached https://files.pythonhosted.org/packages/c0/bf/0315ef6a9fd3fc2346e85b0ff1f5f83ca17073f2c31ac719ab2e4da0d4a3/Keras_Preprocessing-1.0.9-py2.py3-none-any.whl
Collecting wheel>=0.26 (from tensorflow-gpu==1.13.1+nv19.3)
Using cached https://files.pythonhosted.org/packages/96/ba/a4702cbb6a3a485239fbe9525443446203f00771af9ac000fa3ef2788201/wheel-0.33.1-py2.py3-none-any.whl
Collecting keras-applications>=1.0.6 (from tensorflow-gpu==1.13.1+nv19.3)
Using cached https://files.pythonhosted.org/packages/90/85/64c82949765cfb246bbdaf5aca2d55f400f792655927a017710a78445def/Keras_Applications-1.0.7-py2.py3-none-any.whl
Collecting termcolor>=1.1.0 (from tensorflow-gpu==1.13.1+nv19.3)
Using cached https://files.pythonhosted.org/packages/8a/48/a76be51647d0eb9f10e2a4511bf3ffb8cc1e6b14e9e4fab46173aa79f981/termcolor-1.1.0.tar.gz
Collecting six>=1.10.0 (from tensorflow-gpu==1.13.1+nv19.3)
Using cached https://files.pythonhosted.org/packages/73/fb/00a976f728d0d1fecfe898238ce23f502a721c0ac0ecfedb80e0d88c64e9/six-1.12.0-py2.py3-none-any.whl
Collecting protobuf>=3.6.1 (from tensorflow-gpu==1.13.1+nv19.3)
Using cached https://files.pythonhosted.org/packages/f5/e4/7c86c9c9b4bad7632e107064fb07d0812b9858a49830d0b2477081bf1267/protobuf-3.7.1-py2.py3-none-any.whl
Collecting mock>=2.0.0 (from tensorflow-estimator<1.14.0rc0,>=1.13.0->tensorflow-gpu==1.13.1+nv19.3)
Using cached https://files.pythonhosted.org/packages/e6/35/f187bdf23be87092bd0f1200d43d23076cee4d0dec109f195173fd3ebc79/mock-2.0.0-py2.py3-none-any.whl
Collecting werkzeug>=0.11.15 (from tensorboard<1.14.0,>=1.13.0->tensorflow-gpu==1.13.1+nv19.3)
Using cached https://files.pythonhosted.org/packages/24/4d/2fc4e872fbaaf44cc3fd5a9cd42fda7e57c031f08e28c9f35689e8b43198/Werkzeug-0.15.1-py2.py3-none-any.whl
Collecting markdown>=2.6.8 (from tensorboard<1.14.0,>=1.13.0->tensorflow-gpu==1.13.1+nv19.3)
Using cached https://files.pythonhosted.org/packages/f5/e4/d8c18f2555add57ff21bf25af36d827145896a07607486cc79a2aea641af/Markdown-3.1-py2.py3-none-any.whl
Collecting h5py (from keras-applications>=1.0.6->tensorflow-gpu==1.13.1+nv19.3)
Using cached https://files.pythonhosted.org/packages/43/27/a6e7dcb8ae20a4dbf3725321058923fec262b6f7835179d78ccc8d98deec/h5py-2.9.0.tar.gz
Complete output from command python setup.py egg_info:
Download error on https://pypi.python.org/simple/pkgconfig/: [Errno -2] Name or service not known – Some packages may not be found!
Couldn’t find index page for ‘pkgconfig’ (maybe misspelled?)
Download error on https://pypi.python.org/simple/: [Errno -2] Name or service not known – Some packages may not be found!
No local packages or working download links found for pkgconfig
Traceback (most recent call last):
File “”, line 1, in
File “/tmp/pip-build-jess6ybg/h5py/setup.py”, line 168, in
cmdclass = CMDCLASS,
File “/usr/lib/python3/dist-packages/setuptools/init.py”, line 128, in setup
_install_setup_requires(attrs)
File “/usr/lib/python3/dist-packages/setuptools/init.py”, line 123, in _install_setup_requires
dist.fetch_build_eggs(dist.setup_requires)
File “/usr/lib/python3/dist-packages/setuptools/dist.py”, line 513, in fetch_build_eggs
replace_conflicting=True,
File “/usr/lib/python3/dist-packages/pkg_resources/init.py”, line 774, in resolve
replace_conflicting=replace_conflicting
File “/usr/lib/python3/dist-packages/pkg_resources/init.py”, line 1057, in best_match
return self.obtain(req, installer)
File “/usr/lib/python3/dist-packages/pkg_resources/init.py”, line 1069, in obtain
return installer(requirement)
File “/usr/lib/python3/dist-packages/setuptools/dist.py”, line 580, in fetch_build_egg
return cmd.easy_install(req)
File “/usr/lib/python3/dist-packages/setuptools/command/easy_install.py”, line 692, in easy_install
raise DistutilsError(msg)
distutils.errors.DistutilsError: Could not find suitable distribution for Requirement.parse(‘pkgconfig’)

----------------------------------------

Command “python setup.py egg_info” failed with error code 1 in /tmp/pip-build-jess6ybg/h5py/

12

I can confirm its working now after installing sudo apt-get install python3-pip libhdf5-serial-dev hdf5-tools

13

Hi lgndogan

You can install by following these commands

sudo apt-get install libhdf5-serial-dev hdf5-tools
sudo apt-get install zlib1g-dev zip libjpeg8-dev libhdf5-dev

pip3 install numpy grpcio absl-py py-cpuinfo psutil portpicker grpcio six mock requests gast h5py astor termcolor

pip3 install --extra-index-url https://developer.download.nvidia.com/compute/redist/jp/v42 tensorflow-gpu==1.13.1+nv19.3 --user

Hope this will be helpful

1 Like
14

Hi hariharanv,

I did all steps.But I learn hdf5 installation maybe dont supported on ubuntu 18.04. Many forums say it and ubuntu 16.04 and lower version of ubuntu supports this package. But ı don’t know how can ı solve this problem. I was waiting answer by NVIDIA.

15

Hi lgndogan,

I’m also using same ubuntu version (all jetson nano is shipped with same ubuntu version-18.04 ) and hdf5 supported, I guess some other package is conflicting with it. One solution you can try is re-flashing the jetson os and installing it again. But make sure you don’t have any important files

16

so what is the command for tensorflow install under python 2.7?

17

I tried installing tensorflow 1.12 rather than 1.13 which is not compatible for my use case so based on this link https://docs.nvidia.com/deeplearning/dgx/install-tf-xavier/index.html

Many libraries doesn’t support tensorflow 1.13 yet

using command
pip3 install --extra-index-url https://developer.download.nvidia.com/compute/redist/jp/v42 tensorflow-gpu==1.12.0+nv18.12

But im getting following error

Looking in indexes: https://pypi.org/simple, https://developer.download.nvidia.com/compute/redist/jp/v42
Collecting tensorflow-gpu==1.12.0+nv18.12
  Could not find a version that satisfies the requirement tensorflow-gpu==1.12.0+nv18.12 (from versions: 1.13.1+nv19.3, 1.13.1+nv19.4)
No matching distribution found for tensorflow-gpu==1.12.0+nv18.12
18

Hi,

We only provide official TensorFlow for python 3 from JetPack4.2.
Thanks.

19

Hi,

Only v1.13.1 supports Jetson Nano.
Please use v1.13.1 instead.

Thanks.

20

Hello, I said that ı do not install tensorflow on jetson nano but, I installed tensorflow on jetson nano. I can give some information how can you install on board.
Firstly,
sudo apt-get update and then try to install this package:

sudo apt-get install build-essential autoconf libtool pkg-config python-opengl python-imaging python-pyrex python-pyside.qtopengl idle-python2.7 qt4-dev-tools qt4-designer libqtgui4 libqtcore4 libqt4-xml libqt4-test libqt4-script libqt4-network libqt4-dbus python-qt4 python-qt4-gl libgle3 python-dev libssl-dev

And then, Nvidia developer share package about h5py installation. Here is it :

sudo apt-get install python3-pip libhdf5-serial-dev hdf5-tools

I hope, it helped. Thank you