NVIDIA Jetson Orin

From RidgeRun Developer Wiki


Welcome to RidgeRun's guide to NVIDIA®Jetson AGX Orin™



NVIDIA®Jetson AGX Orin™ is the newest member of the NVIDIA®Jetson system-on-module (SoM) family with 8X the performance of the NVIDIA® Jetson AGX Xavier™.


NVIDIA Jetson AGX Orin developer kit
NVIDIA Jetson AGX Orin developer kit
NVIDIA Jetson AGX Orin SoM
NVIDIA Jetson AGX Orin SoM

What is new in AGX Orin?


NVIDIA® Jetson AGX Orin™ comes in two flavors, the 32GB and 64GB modules. Here is a summary of its main new features:

  • CPU Complex: The AGX Orin 64GB has 12-core Arm A78AE CPU.
  • GPU Architecture: Orin comes with NVIDIA Ampere GPUs (2048 CUDA cores and 64 Tensor cores), this is four times the number of CUDA cores available in Xavier's Volta GPU (512 CUDA cores and 64 Tensor cores).
  • Memory: Up to 64GB, four times the maximum memory size of the Jetson Xavier AGX.
  • Memory Bandwidth: 204 GB/s of memory bandwidth.
  • On Edge AI Performance: Up to 275 TOPS (INT8) on AGX Orin 64GB.
  • Optical Flow Accelerator: Only available on AGX Orin, it targets stereo disparity and optical flow estimation.
  • Improved Deep Learning Accelerator: with depth-wise convolution capability and dedicated hardware scheduler.
  • MIPI C-PHY v2.0: Up to 164 Gbps with 16 trio links.


RidgeRun knows how important documentation is for your project and how a single source of information may decrease the time-to-market of your product. That's why we've decided to share our expertise with the developer community, creating a centralized wiki with technical documentation, tutorials, examples, and much more!

The following video from NVIDIA provides a nice overview of the NVIDIA Jetson AGX Orin.


RidgeRun Support

RidgeRun is an official NVIDIA Partner and we have created this extensive set of documentation to support our joint customers. If you have any questions on the content, please contact us through our contact us page.

RidgeRun provides support for embedded Linux development for NVIDIA's platforms, specializing in the use of hardware accelerators in multimedia applications. RidgeRun's products take full advantage of the accelerators that NVIDIA exposes to perform transformations on the video streams achieving great performance on complex processes.

This page contains detailed guides and information on how to get started with the NVIDIA Jetson AGX Orin and start using its full capabilities.

To get up-to-speed with your NVIDIA Jetson AGX Orin board, start by clicking below:



For direct inquiries, please refer to the contact information available on our Contact page. Alternatively, you may complete and submit the form provided at the same link. We will respond to your request at our earliest opportunity.


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