TensorFlow for Jetson TX2!

dharmendrakr.ece16 · July 18, 2019, 7:13am

while installing the TensorFlow I am getting this error.
ERROR: Could not find a version that satisfies the requirement tensorflow-gpu==1.9.0+nv18.8 (from versions: none)
ERROR: No matching distribution found for TensorFlow-gpu==1.9.0+nv18.8
I also tried with a different version of tensor flow (1.11.0,1.12.0,1.8.0) and Nvidia version(19.1,18.8,19.01) but cannot be able to install the TensorFlow.
Please help me…

scbean · July 30, 2019, 5:47pm

I can’t say for certain because I didn’t document it as I should have, but I do believe I had the same issue. I just went back to Jetpack 3.3 although now I am having issue with that as well I ran out of time…

363273232 · July 30, 2019, 7:29pm

thank you for this.

zhangbinxy · September 9, 2019, 1:56am

When install tensorflow 1.14.0, at last I have this ERROR:

ERROR: launchpadlib 1.10.6 requires testresources, which is not installed.
Installing collected packages: tensorflow-estimator, setuptools, werkzeug, markdown, tensorboard, tensorflow-gpu
Found existing installation: setuptools 39.0.1
Uninstalling setuptools-39.0.1:
Successfully uninstalled setuptools-39.0.1
Successfully installed markdown-3.1.1 setuptools-41.2.0 tensorboard-1.14.0 tensorflow-estimator-1.14.0 tensorflow-gpu-1.14.0+nv19.7 werkzeug-0.15.6

What should I do?

FengtuWang · September 22, 2019, 2:26am

I am getting a File does not exist error.
sudo apt-get install libhdf5-serial-dev hdf5-tools libhdf5-dev zlib1g-dev zip libjpeg8-dev
Reading package lists… Done
Building dependency tree
Reading state information… Done
E: Unable to locate package libhdf5-serial-dev
E: Unable to locate package hdf5-tools
E: Unable to locate package libhdf5-dev
E: Unable to locate package libjpeg8-dev

Any thoughts,please?

FengtuWang · September 22, 2019, 2:28am

hi,
First, i want to get the version of JetPack.this is a problem.

chjung90 · October 1, 2019, 7:28am

Hi, When can I get TX2 software packages for Tensorflow 2.0?

longkaicao123 · October 9, 2019, 9:17am

What plan of TensorFlow for Jetson TX2 JetPack4.2.2？

nullalexiev · November 5, 2019, 11:00pm

I followed this installation tutorial on a Jetson TX2 right after flashing it with Jetpack 4.2.1. I’m using the default python 3.6.8.

When I open a python3 terminal and import tensorflow, the terminals waits for a few seconds then prints “Segmentation fault (core dumped)”.

There were no error messages during the install. Any help would be greatly appreciated, thank you.

AastaLLL · November 19, 2019, 8:14am

Hi,

Please noticed that there are some dependencies on the environment and package.

It’s recommended to use JetPack4.2.2 and install TensorFlow with this command:

sudo pip3 install --pre --extra-index-url https://developer.download.nvidia.com/compute/redist/jp/v42 tensorflow-gpu==1.14.0+nv19.10

Thanks.

nullalexiev · November 19, 2019, 2:45pm

Thank you for the reply, however, I still get the same error message.

I was able to get tensorflow working with Jetpack 3.3.1 and was even able to get Yolo V2working.

Here is a list of steps that I compiled from multiple sources on installing tensorflow and running Yolo V2: https://docs.google.com/document/d/1ESMs5ZiPgvUO7UkRtpiXnA0fQRIzbK97Nxwb0lSnEGs/edit?usp=sharing

Thanks.

AastaLLL · November 20, 2019, 2:52am

Hi,

Thanks for your feedback.
We are checking this issue and will update more information with you soon.

Thanks.

AastaLLL · November 20, 2019, 9:05am

Hi,

We have confirmed that TensorFlow can work correctly on the TX2 with JetPack4.2.2.
Here is our steps for your reference:

1. Install dependencies

$ sudo apt-get update
$ 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==1.16.1 future==0.17.1 mock==3.0.5 h5py==2.9.0 keras_preprocessing==1.0.5 keras_applications==1.0.6 enum34 futures testresources setuptools protobuf

2. Install TensorFlow

$ sudo pip3 install --pre --extra-index-url https://developer.download.nvidia.com/compute/redist/jp/v42 tensorflow-gpu==1.14.0+nv19.10

3. Test

$ python3
>>> import tensorflow
2019-11-20 16:54:35.138928: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0

Thanks.

chisfariani · November 29, 2019, 3:31am

i just installed Python 3.6+JetPack4.2.2 but, keras-application is not found a version that satisfies the requirement.

what can i do?

thankyou.

kayccc · December 5, 2019, 3:20am

Hi chisfariani,

Please file a new topic with your specific issue. Thanks

gigwegbe · May 15, 2020, 3:12pm

Hi,
I have been trying to install tensorflow 2. Using the instruction from Jetson Zoo - eLinux.org. But no progress yet. The following is the error log:
sudo -H pip3 install --pre --extra-index-url https://developer.download.nvidia.com/compute/redist/jp/v44 tensorflow
Looking in indexes: Simple index, https://developer.download.nvidia.com/compute/redist/jp/v44
Collecting tensorflow
Downloading https://developer.download.nvidia.com/compute/redist/jp/v44/tensorflow/tensorflow-2.1.0%2Bnv20.4-cp36-cp36m-linux_aarch64.whl (242.8 MB)
|████████████████████████████████| 242.8 MB 830 bytes/s
Requirement already satisfied: wheel>=0.26; python_version >= “3” in /usr/lib/python3/dist-packages (from tensorflow) (0.30.0)
Requirement already satisfied: protobuf>=3.8.0 in /usr/local/lib/python3.6/dist-packages (from tensorflow) (3.11.3)
Collecting google-pasta>=0.1.6
Downloading google_pasta-0.2.0-py3-none-any.whl (57 kB)
|████████████████████████████████| 57 kB 176 kB/s
Collecting absl-py>=0.7.0
Downloading absl-py-0.9.0.tar.gz (104 kB)
|████████████████████████████████| 104 kB 712 kB/s
Collecting grpcio>=1.8.6
Downloading grpcio-1.29.0.tar.gz (19.6 MB)
|████████████████████████████████| 19.6 MB 927 kB/s
Collecting tensorflow-estimator<2.2.0,>=2.1.0rc0
Downloading tensorflow_estimator-2.1.0-py2.py3-none-any.whl (448 kB)
|████████████████████████████████| 448 kB 5.6 MB/s
Collecting scipy==1.4.1; python_version >= “3”
Downloading scipy-1.4.1.tar.gz (24.6 MB)
|████████████████████████████████| 24.6 MB 106 kB/s
Installing build dependencies … error
ERROR: Command errored out with exit status 1:
command: /usr/bin/python3 /usr/local/lib/python3.6/dist-packages/pip install --ignore-installed --no-user --prefix /tmp/pip-build-env-y2mx_h2u/overlay --no-warn-script-location --no-binary :none: --only-binary :none: -i Simple index --extra-index-url https://developer.download.nvidia.com/compute/redist/jp/v44 --pre – wheel setuptools ‘Cython>=0.29.13’ ‘numpy==1.13.3; python_version==’“'”‘3.5’“'”’ and platform_system!=‘"’“‘AIX’”‘"’’ ‘numpy==1.13.3; python_version==’“'”‘3.6’“'”’ and platform_system!=‘"’“‘AIX’”‘"’’ ‘numpy==1.14.5; python_version==’“'”‘3.7’“'”’ and platform_system!=‘"’“‘AIX’”‘"’’ ‘numpy==1.17.3; python_version>=’“'”‘3.8’“'”’ and platform_system!=‘"’“‘AIX’”‘"’’ ‘numpy==1.16.0; python_version==’“'”‘3.5’“'”’ and platform_system==‘"’“‘AIX’”‘"’’ ‘numpy==1.16.0; python_version==’“'”‘3.6’“'”’ and platform_system==‘"’“‘AIX’”‘"’’ ‘numpy==1.16.0; python_version==’“'”‘3.7’“'”’ and platform_system==‘"’“‘AIX’”‘"’’ ‘numpy==1.17.3; python_version>=’“'”‘3.8’“'”’ and platform_system==‘"’“‘AIX’”‘"’’ ‘pybind11>=2.4.0’
cwd: None
Complete output (39 lines):
Traceback (most recent call last):
File “/usr/lib/python3.6/runpy.py”, line 193, in _run_module_as_main
“main”, mod_spec)
File “/usr/lib/python3.6/runpy.py”, line 85, in _run_code
exec(code, run_globals)
File “/usr/local/lib/python3.6/dist-packages/pip/main.py”, line 23, in
from pip._internal.cli.main import main as _main # isort:skip # noqa
File “/usr/local/lib/python3.6/dist-packages/pip/_internal/cli/main.py”, line 5, in
import locale
File “/usr/lib/python3.6/locale.py”, line 16, in
import re
File “/usr/lib/python3.6/re.py”, line 142, in
class RegexFlag(enum.IntFlag):
AttributeError: module ‘enum’ has no attribute ‘IntFlag’
Error in sys.excepthook:
Traceback (most recent call last):
File “/usr/lib/python3/dist-packages/apport_python_hook.py”, line 53, in apport_excepthook
if not enabled():
File “/usr/lib/python3/dist-packages/apport_python_hook.py”, line 24, in enabled
import re
File “/usr/lib/python3.6/re.py”, line 142, in
class RegexFlag(enum.IntFlag):
AttributeError: module ‘enum’ has no attribute ‘IntFlag’

Original exception was:
Traceback (most recent call last):
File “/usr/lib/python3.6/runpy.py”, line 193, in _run_module_as_main
“main”, mod_spec)
File “/usr/lib/python3.6/runpy.py”, line 85, in _run_code
exec(code, run_globals)
File “/usr/local/lib/python3.6/dist-packages/pip/main.py”, line 23, in
from pip._internal.cli.main import main as _main # isort:skip # noqa
File “/usr/local/lib/python3.6/dist-packages/pip/_internal/cli/main.py”, line 5, in
import locale
File “/usr/lib/python3.6/locale.py”, line 16, in
import re
File “/usr/lib/python3.6/re.py”, line 142, in
class RegexFlag(enum.IntFlag):
AttributeError: module ‘enum’ has no attribute ‘IntFlag’

ERROR: Command errored out with exit status 1: /usr/bin/python3 /usr/local/lib/python3.6/dist-packages/pip install --ignore-installed --no-user --prefix /tmp/pip-build-env-y2mx_h2u/overlay --no-warn-script-location --no-binary :none: --only-binary :none: -i Simple index --extra-index-url https://developer.download.nvidia.com/compute/redist/jp/v44 --pre – wheel setuptools ‘Cython>=0.29.13’ ‘numpy==1.13.3; python_version==’“'”‘3.5’“'”’ and platform_system!=‘"’“‘AIX’”‘"’’ ‘numpy==1.13.3; python_version==’“'”‘3.6’“'”’ and platform_system!=‘"’“‘AIX’”‘"’’ ‘numpy==1.14.5; python_version==’“'”‘3.7’“'”’ and platform_system!=‘"’“‘AIX’”‘"’’ ‘numpy==1.17.3; python_version>=’“'”‘3.8’“'”’ and platform_system!=‘"’“‘AIX’”‘"’’ ‘numpy==1.16.0; python_version==’“'”‘3.5’“'”’ and platform_system==‘"’“‘AIX’”‘"’’ ‘numpy==1.16.0; python_version==’“'”‘3.6’“'”’ and platform_system==‘"’“‘AIX’”‘"’’ ‘numpy==1.16.0; python_version==’“'”‘3.7’“'”’ and platform_system==‘"’“‘AIX’”‘"’’ ‘numpy==1.17.3; python_version>=’“'”‘3.8’“'”’ and platform_system==‘"’“‘AIX’”‘"’’ ‘pybind11>=2.4.0’ Check the logs for full command output.
Any help would be greatly appreciated, thanks.

kayccc · May 21, 2020, 5:20am

Hi gigwegbe,

Please open a new topic for your issue. Thanks

zryang_ok · June 28, 2020, 2:28am

@AastaLLL Hi，When I install tensorflow following your command, I get the error:
nvidia@nvidia-desktop:~$ sudo pip3 install --pre --extra-index-url https://developer.download.nvidia.com/compute/redist/jp/v43 tensorflow==1.15.2+nv20.3
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 may want sudo’s -H flag.
Looking in indexes: Simple index, https://developer.download.nvidia.com/compute/redist/jp/v43
ERROR: Could not find a version that satisfies the requirement tensorflow==1.15.2+nv20.3 (from versions: none)
** ERROR: No matching distribution found for tensorflow==1.15.2+nv20.3**

askin · August 21, 2020, 8:09am

Is there Tensorflow-gpu for JetPack 4.4

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TensorFlow for Jetson TX2!

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