python-tensorflowHow can I set up TensorFlow on a Jetson Nano using Python 3.8?
To set up TensorFlow on a Jetson Nano using Python 3.8, follow these steps:
- Install the JetPack SDK on the Jetson Nano. This will provide the necessary dependencies for TensorFlow.
- Install Python 3.8 on the Jetson Nano.
- Install the TensorFlow library with the following command:
sudo apt-get install libhdf5-serial-dev hdf5-tools libhdf5-dev zlib1g-dev zip libjpeg8-dev libhdf5-dev libblas-dev liblapack-dev libatlas-base-dev gfortran- Use
pipto install TensorFlow:
pip3 install --extra-index-url https://developer.download.nvidia.com/compute/redist/jp/v44 tensorflow- Verify the installation by running the following command:
python3 -c "import tensorflow as tf;print(tf.reduce_sum(tf.random.normal([1000, 1000])))"Output example
tf.Tensor(-43.594742, shape=(), dtype=float32)- Finally, test a TensorFlow program on the Jetson Nano by running the following command:
python3 -m tensorflow.examples.tutorials.mnist.input_data- For more information, please refer to the official TensorFlow documentation.
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