TensorFlow Environment Setup

TensorFlow is an end-to-end machine learning and deep learning framework developed and open-sourced by Google, used for building and training various types of machine learning models.

1. System Information

Since the Jetson AGX Thor system uses Jetpack 7.1 and CUDA 13, and there is currently no official TensorFlow GPU installation package supporting the aarch64 architecture, only the CPU version of TensorFlow can be installed at present.

2. Resolving Dependencies

Because the system's built-in typing_extensions version is too low, it will cause TensorFlow installation to fail. Therefore, you need to upgrade the typing_extensions version first.

sudo pip3 install -U typing_extensions --ignore-installed --break-system-packages

3. Install TensorFlow

Enter the following command to install the CPU version of TensorFlow.

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sudo pip3 install tensorflow --break-system-packages

4. Verify installation

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python3 -c "import tensorflow as tf; print(f'TensorFlow: {tf.__version__}')"