Jetson Xavier Nx Gpu Memory

Jetson xavier nx is production ready and supports all popular ai frameworks.

Jetson xavier nx gpu memory. It s an ai computer for autonomous machines delivering the performance of a gpu workstation in an embedded module under 30w. It can run multiple modern neural networks in parallel and process data from multiple high resolution sensors a requirement for full ai systems. Jetson agx xavier is designed for robots drones and other autonomous machines. Monitor gpu cpu and other stats on jetson nano xavier nx tx1 tx2 by ericyu 3 months ago when deploying computation intensive projects on the jetson platform i always want to know how to monitor the performance of the gpu cpu memory and other core components of the computer.

Jetson xavier nx brings up to 21 tops of accelerated ai computing to the edge in a small form factor module. This ensures that all modern games will run on jetson agx xavier gpu. Combined with over 51gb s of memory bandwidth video encoded and decode these features make jetson xavier nx the platform. The volta architecture gpu with tensor cores in jetson xavier nx is capable of up to 12 3 tops of compute while the module s dla engines produce up to 4 5 tops each.

The nvidia jetson xavier series of devices includes nvidia jetson agx xavier devices with 8 gb 16 gb or 32 gb of memory. The jetson agx xavier gpu is an enthusiast class mobile integrated graphics solution by nvidia launched in october 2018. You get the performance of 384 nvidia cuda cores 48 tensor cores 6 carmel arm cpus and two nvidia deep learning accelerators nvdla engines. The jetson xavier nx gpu is a high end mobile integrated graphics solution by nvidia launched in may 2020.

Intro video to jetson agx xavier. Built on the 12 nm process and based on the gv10b graphics processor the device supports directx 12. The memory controller provides a single read or write command plus a row address to both sub partitions in the. 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 developer kit is the latest addition to the jetson platform. Built on the 12 nm process and based on the gv10b graphics processor the device supports directx 12. On jetson xavier nx and jetson agx xavier both nvdla engines and the gpu were run simultaneously with int8 precision while on jetson nano and jetson tx2 the gpu was run with fp16 precision.