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#NVIDIA Jetson AGX Xavier Utilities

Scripts and tips for working with the NVIDIA Jetson AGX Xavier. A blog-post of my initial reactions to the Jetson Xavier Development Kit can be found here

Xavier

  1. Basic Installation and Setup
  • Using power modes 10W, 15W and 30W
  • Installing individual packages (from JetPack 4.1)
  • Setting up SSH
  1. ROS Related Tips
  • Building CUDA_SGM_ROS and benchmarks
  • Creating isolated Python3.5 ROS workspace
  1. PyTorch Tips
  • Installing PyTorch from pip wheel
  • Testing inference of ss_segmentation based on ERFNet
  1. Decasing Developer Kit
  • Removing the cooling enclosure
  • Detaching module from heat sink and enclosure
  • Weight of bare module and carrier board
  1. TensorRT Acceleration
  • What is TensorRT and why should I use it?
  • PyTorch pre-trained model to TensorRT
  1. Other things to know
  • USB Bandwidth

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Scripts and installation tips for Jetson AGX Xavier embedded GPU device. Scripts for installing Tensorflow, PyTorch, ROS etc.

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