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NVIDIA Jetson AGX Orin Developer Package

The NVIDIA Jetson AGX Orin Developer Package is now obtainable! The brand new Jetson flagship has as much as 8X the uncooked AI compute efficiency and as much as 2X the power effectivity of Jetson AGX Xavier. Looky right here:

Introduction

The Jetson AGX Orin is the subsequent evolution of the the Jetson product line. Right here, we’ll cowl among the highlights, simply to moist our urge for food for upcoming growth.

We’ll cowl largely the AGX Orin {hardware} on this article. The software program facet is one other main improve which we are going to quickly be protecting. The software program upgrades will run on each the Orin sequence and the Xavier sequence of Jetsons. Some highlights for the system software program:

  • Newest compute stack with newest variations of CUDA 11 and TensorRT 8
  • Linux Kernel 5.10
  • Ubuntu 20.04 primarily based root file system
  • UEFI for CPU bootloader

There may be additionally a gaggle of frameworks which leverage these new below pinnings we are going to speak about in upcoming articles.

Specs

Earlier than we get a lot additional, the value at introduction is $1999 USD.

Jetson AGX Orin Module

You possibly can consider the Jetson AGX Orin Developer Package as two components. The primary is the Jetson AGX Orin Module, which is a compute module. The second half is a provider board which gives enter/output, reminiscence and electrical connections to the module. Right here’s the NVIDIA supplied specs:

For the Jetson AGX Orin Module:

The AGX Orin Module consists of three most important components. The primary is the Jetson Orin System On a Chip (SoC). The SoC is the brains of the Jetson and incorporates all of the compute parts. The SoC attaches to a PCB which maintain the principle reminiscence and eMMC, together with assist circuitry and a 699 pin interface connector. This meeting is in a steel case which additionally thermally connects to the SoC:

Picture attribution (????: NVIDIA)

The module is 100mm x 100m x 16mm. On the Developer Package, connected to the Jetson AGX Orin module is a warmth sink with built-in fan. The warmth sink/fan is known as a thermal resolution. For a lot of builders, they are going to substitute this specific thermal resolution to fulfill necessities in their very own designs.

Jetson AGX Orin Developer Package Provider Board

The second a part of the Developer Package is the provider board. NVIDIA makes the design for the Jetson AGX Developer Package Provider Board freely obtainable. Listed here are the specs:

The provider board gives entry to the enter and output capabilities of the equipment, together with supplying the module with energy. Folks join their peripherals to connectors on the perimeters of the Developer Package, which hook up with the provider board. Listed here are the 4 completely different completely different sides, which maintain the headers and jacks talked about above:

One facet holds a secret! From the manufacturing unit, the Jetson AGX Orin is gorgeous. I modified mine to repair that by including googly eyes. This marks a canopy held on to the Developer Package with magnets. Eradicating the duvet exposes a PCIe connector. The duvet additionally holds WiFi antennas. Watch out when eradicating the duvet because the antennas are linked to a WiFi card on the provider board:

Let’s check out what’s inside after eradicating the case cowl. There are 4 screws that maintain the Developer Package collectively. The screws are simply accessible on the underside of the Developer Package. Eradicating the screws, we will take off the case cowl to show the Jetson AGX Orin module. You possibly can see the stack prime to backside, with the provider board (on a plastic stand), Jetson AGX Orin module, and warmth sink with fan:

The Jetson AGX Module connects to the provider board with a 699 pin connector. By gently rocking the Jetson Module, we will detach the module from the provider board. Watch out, because the module is connected to the provider board with a small wire. The wire controls the fan on the warmth sink:

Benchmarks

NVIDIA gives Deep Studying benchmark exams for evaluating efficiency of various units. Right here’s a comparability of the Jetson AGX Xavier with the Jetson AGX Orin:

Efficiency on Imaginative and prescient AI and Conversational AI Fashions

Courtesy NVIDIA

Jetson AGX Orin delivers a 3-6X efficiency achieve over Jetson AGX Xavier. In fact, all of that is extremely variable primarily based in your software. Nonetheless, you’ll be able to count on a 1.5-2X enhance for the CPU. For the GPU, the AGX Orin has 4X the variety of cores because the AGX Xavier, so it’s affordable to count on a 3-10X bump relying. The Deep Lincomes Accelerator (DLA) is quicker than that on the Xaviers.

Availability

The Developer Package is accessible now by means of taking part retailers. This contains Arrow, Seeed Studio and Silicon Freeway.

Documentation

NVIDIA gives a number of thousand pages of documentation for the Jetson AGX Orin and the developer equipment. Additionally, the mechanical and assist recordsdata are freely obtainable. The paperwork can be found from the Jetson Obtain Middle. Entry might require registration to entry among the documentation, however don’t fear. Registration is free!

Conclusion

When doing the video, I used to be gobsmacked by the pure language translation whereas working one other severe deep studying mannequin on the identical time. The AGX Orin is a severe machine. When you get the possibility, take it for a spin!



The put up NVIDIA Jetson AGX Orin Developer Package appeared first on JetsonHacks.

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