Nvidia Jetson Xavier Cluster

The jetson nano is a new development board from nvidia that targeted towards ai and machine learning.

Nvidia jetson xavier cluster. The nvidia jetson xavier series of devices includes nvidia jetson agx xavier devices with 8 gb 16 gb or 32 gb of memory. This document also applies to jetson xavier nx whose power management features are very similar to those of jetson agx xavier. The nvidia jetson agx xavier has an impressive 512 core volta gpu and 64 tensor cores with discreet dual deep learning accelerator dla nvdla engines. A convolutional neural network running on an nvidia jetson agx xavier rapidly classifies these images against a model built during the training phase of the project.

The development process is simplified with support for cloud native technologies and developers can go even further with gpu accelerated libraries and sdks. The xavier soc is mainly dominated by two big ip blocks which consist of the majority of the space allocated on the die. Connect tech is proud to feature an exciting family of products offering rugged small form factor solutions for the xavier platform as well as custom design services. Nvidia jetson nano and nvidia jetson agx xavier for kubernetes k8s and machine learning ml for smart iot.

Overall nvidia s design choices for xavier s cpu cluster are quite peculiar. Investigating nvidia s jetson agx. Helmut hoffer von ankershoffen né oertel. If the images are classified as in the strike zone a green led on a pair of glasses in the wearer s peripheral vision is lit.

Experimenting with arm64 based nvidia jetson nano and agx xavier edge devices running kubernetes k8s for machine learning ml including jupyter notebooks tensorflow training and tensorflow serving using cuda for smart iot. Nvidia jetpack enables a new world of projects with fast and efficient ai. As you may know jetson nano is a low cost 99 single board computer intended for iot type of use cases. The 8 core carmel cpu complex as well as a four cluster volta gpu.

It includes a familiar linux environment and brings to each jetson developer the same nvidia cuda x software and tools used by professionals around the world.