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Has anyone installed "pip3 install tensorflow" on IOT2050 successfully?

Created by: Arkom P. at: 10/1/2022 3:05 AM (2 Replies)

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10/1/2022 3:05 AM	Rate (0)
Arkom P. Advanced Member Joined: 4/28/2015 Last visit: 7/26/2023 Posts: 18 Rating: (1)	I have a case to use Python on IOT2050, and also need to use Tensorflow. Using general Python is ok, installing pip3 is ok, but I cannot install the command "pip3 install tensorflow" on IOT2050. I will always show error by this command (sorry I don't have any captured photo of this error). It's not successful with eMMC image and SD Image. May I know whether we can install tensorlow package on IOT2050? If not, what is the limitation? Becasue no GPU in IOT?

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10/6/2022 5:44 PM	Rate (0)
bergmanu Platinum Expert Joined: 4/28/2015 Last visit: 9/29/2023 Posts: 3261 Rating: (367)	Hi, I was able to install tensorflow on my Example Image V1.2.2, but I am not sure whether I can use it. The exmaple code provides the following output: root@iot2050-debian:~# python -c "import tensorflow as tf;print(tf.reduce_sum(tf.random.normal([1000, 1000])))" /usr/local/lib/python3.9/dist-packages/tensorflow_io/python/ops/__init__.py:98: UserWarning: unable to load libtensorflow_io_plugins.so: unable to open file: libtensorflow_io_plugins.so, from paths: ['/usr/local/lib/python3.9/dist-packages/tensorflow_io/python/ops/libtensorflow_io_plugins.so'] caused by: ["[Errno 2] The file to load file system plugin from does not exist.: '/usr/local/lib/python3.9/dist-packages/tensorflow_io/python/ops/libtensorflow_io_plugins.so'"] warnings.warn(f"unable to load libtensorflow_io_plugins.so: {e}") /usr/local/lib/python3.9/dist-packages/tensorflow_io/python/ops/__init__.py:104: UserWarning: file system plugins are not loaded: unable to open file: libtensorflow_io.so, from paths: ['/usr/local/lib/python3.9/dist-packages/tensorflow_io/python/ops/libtensorflow_io.so'] caused by: ['/usr/local/lib/python3.9/dist-packages/tensorflow_io/python/ops/libtensorflow_io.so: cannot open shared object file: No such file or directory'] warnings.warn(f"file system plugins are not loaded: {e}") tf.Tensor(-1162.3328, shape=(), dtype=float32) root@iot2050-debian:~# Seems that something is missing, can't state whether this is caused by the missing/not working GPU... Best regards!

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10/7/2022 9:31 AM	Rate (0)
manu-kreutz Joined: 10/6/2022 Last visit: 10/10/2022 Posts: 1 Rating: (0)	Hey, as a workaround you could try to use a tensorflow docker container to see if it is working on the IOT2050 even without discrete GPU. Install debian based docker: https://docs.docker.com/engine/install/debian/ Pull the tensorflow docker image after docker login with "docker pull ...": https://hub.docker.com/r/tensorflow/tensorflow/ Best regards, Manu

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