python-tensorflowHow do I install TensorFlow for Python on a Jetson Nano?

To install TensorFlow for Python on a Jetson Nano, first you will need to install Python 3.6. This can be done by running the following command in a terminal:

sudo apt-get install python3.6

Once Python is installed, you will need to install pip, the package manager for Python, using the following command:

sudo apt-get install python3-pip

Next, you will need to install TensorFlow itself. This can be done using the pip command, as shown below:

pip3 install --user --upgrade tensorflow

You will also need to install the TensorFlow GPU package if you wish to use the GPU for TensorFlow operations. This can be done using the following command:

pip3 install --user --upgrade tensorflow-gpu

Finally, you can verify that TensorFlow has been installed correctly by running a simple test script, as shown below:

python3 -c "import tensorflow as tf; print(tf.reduce_sum(tf.random.normal([1000, 1000])))"

This should output a random number, indicating that TensorFlow is installed and working correctly.

Code explanation

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1. sudo apt-get install python3.6: This command will install Python 3.6 on the Jetson Nano.
2. sudo apt-get install python3-pip: This command will install the Python package manager, pip.
3. pip3 install --user --upgrade tensorflow: This command will install the TensorFlow package.
4. pip3 install --user --upgrade tensorflow-gpu: This command will install the TensorFlow GPU package.
5. python3 -c "import tensorflow as tf; print(tf.reduce_sum(tf.random.normal([1000, 1000])))": This command will run a simple test script to verify that TensorFlow is installed and working correctly.

## Helpful links

• TensorFlow Installation Guide
• Installing Python 3 on Jetson Nano

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