NVIDIA Unveils Jetson AGX Orin Developer Kit

When you think of high-performance computing powered by NVIDIA hardware, you probably think of applications leveraging the capabilities of the company’s graphics cards. In many cases, you’d be right. But naturally there are situations where the traditional combination of x86 computer and bolt-on GPU simply isn’t going to cut it; try packing a modern gaming computer onto a quadcopter and let us know how it goes.

For these so-called “edge computing” situations, NVIDIA offers the Jetson line of ARM single-board computers which include a scaled-down GPU that gives them vastly improved performance for machine learning applications than something like the Raspberry Pi. Today during their annual GPU Technology Conference (GTC), NVIDIA announced the immediate availability of the Jetson AGX Orin Developer Kit, which the company promises can deliver “server-class AI performance” in a package small enough for use in IoT or robotics.

As with the earlier Jetsons, the palm-sized development kit acts as a sort of breakout board for the far smaller module slotted into it. This gives developers access to the full suite of the connectivity and I/O options offered by the Jetson module in a desktop-friendly form that makes prototyping the software side of things much easier. Once the code is working as intended, you can simply pop the Jetson module out of the development kit and install it in your final hardware.

NVIDIA is offering the Orin module in a range of configurations, depending on your computational needs and budget. At the high end is the AGX Orin 64 GB at $1599 USD; which offers a 12-core ARM Cortex-A78AE processor, 32 GB of DDR5 RAM, 64 GB of onboard flash, and a Ampere GPU with 2048 CUDA cores and 64 Tensor cores, which all told enables it to perform an incredible 275 trillion operations per second (TOPS).

At the other end of the spectrum is the Orin NX 8 GB, a SO-DIMM module that delivers 70 TOPS for $399. It’s worth noting that even this low-end flavor of the Orin is capable of more than double the operations per second as 2018’s Jetson AGX Xavier, which until now was the most powerful entry in the product line.

The Jetson AGX Orin Developer Kit is available for $1,999 USD, and includes the AGX Orin 64 GB module. Interestingly, NVIDIA says the onboard software is able to emulate any of of the lower tier modules, so you won’t necessarily have to swap out the internal modules if your final hardware will end up using one of the cheaper modules. Of course the inverse of that is even folks who only planned on using the more budget-friendly units either have to shell out for an expensive dev kit, or try to spin their own breakout board.

While the $50 USD Jetson Nano is far more likely to be on the workbench of the average Hackaday reader, we have to admit that the specs of these new Orin modules are very exciting. Then again, we’ve covered several projects that used the previously top-of-the-line Jetson Xavier, so we don’t doubt one of you is already reaching for their wallet to pick up this latest entry into NVIDIA’s line of diminutive powerhouses.

Web Serial Terminal Means It’s Always Hacking Time

Arguably one of the most important pieces of software to have in your hardware hacking arsenal is a nice serial terminal emulator. There’s plenty of choice out there, from classic command line tools to flashier graphical options, which ultimately all do the same thing in the end: let you easily communicate with gadgets using UART. But now you’ve got a new choice — instead of installing a serial terminal emulator, you can simply point your browser to the aptly-named serialterminal.com.

Well, maybe. As of this writing it only works on Chrome/Chromium (and by extension, Microsoft Edge), so Firefox fans will be left out in the cold unless Mozilla changes their stance on the whole Web Serial API concept. But assuming you are running the appropriate browser, you’ll be able to connect with your serial gadgets with a simple interface that should be familiar to anyone who’s worked with more traditional terminal software. In a quick test here at the Hackaday Command Center, we were able to bring up the Bus Pirate UI with no problems using Chrome on Linux. Continue reading “Web Serial Terminal Means It’s Always Hacking Time”

Cluster Your Pi Zeros In Style With 3D Printed Cray-1

From a performance standpoint we know building a homebrew Raspberry Pi cluster doesn’t make a lot of sense, as even a fairly run of the mill desktop x86 machine is sure to run circles around it. That said, there’s an argument to be made that rigging up a dozen little Linux boards gives you a compact and affordable playground to experiment with things like parallel computing and load balancing. Is it a perfect argument? Not really. But if you’re anything like us, the whole thing starts making a lot more sense when you realize your cluster of Pi Zeros can be built to look like the iconic Cray-1 supercomputer.

This clever 3D printed enclosure comes from [Kevin McAleer], who says he was looking to learn more about deploying software using Ansible, Docker, Flask, and other modern frameworks with fancy sounding names. After somehow managing to purchase a dozen Raspberry Pi Zero 2s, he needed a way to keep them all in a tidy package. Beyond looking fantastically cool, the symmetrical design of the Cray-1 allowed him to design his miniature version in such a way that each individual wedge is made up of the same identical  set of 3D printed parts.

In the video after the break, [Kevin] explains some of the variations the design went through. We appreciate his initial goal of making it so you didn’t need any additional hardware to assemble the thing, but in the end you’ll need to pick up some M2.5 standoffs and matching screws if you want to build one yourself. We particularly like how you can hide all the USB power cables inside the lower “cushion” area with the help of some 90-degree cables, leaving the center core open.

This isn’t the first time we’ve seen somebody build their own tiny Cray-1. A particularly dedicated hacker built his own 1/10th scale replica of the 1970s supercomputer powered by an FPGA back in 2010, and eventually got to the point of trying to boot original software on it.

Continue reading “Cluster Your Pi Zeros In Style With 3D Printed Cray-1”

Clockwork DevTerm R-01 Takes RISC-V Out For A Spin

If you’re anything like us you’ve been keeping a close eye on the development of RISC-V: an open standard instruction set architecture (ISA) that’s been threatening to change the computing status quo for what seems like forever. From its humble beginnings as a teaching tool in Berkeley’s Parallel Computing Lab in 2010, it’s popped up in various development boards and gadgets from time to time. It even showed up in the 2019 Hackaday Supercon badge, albeit in FPGA form. But getting your hands on an actual RISC-V computer has been another story entirely. Until now, that is.

Clockwork has recently announced the availability of the DevTerm R-01, a variant of their existing portable computer that’s powered by a RISC-V module rather than the ARM chips featured in the earlier A04 and A06 models. Interestingly the newest member of the family is actually the cheapest at $239 USD, though it’s worth mentioning that not only does this new model only include 1 GB of RAM, but the product page makes it clear that the RISC-V version is intended for experienced penguin wranglers who aren’t afraid of the occasional bug.

Newbies are persona non grata for the R-01.

Beyond the RISC-V CPU and slimmed down main memory, this is the same DevTerm that our very own [Donald Papp] reviewed earlier this month. Thanks to the modular nature of the portable machine, this sort of component swapping is a breeze, though frankly we’re impressed that the Clockwork team is willing to go out on such a limb this early in the product’s life. In our first look at the device we figured at best they would release an updated CPU board to accommodate the Raspberry Pi 4 Compute Module, but supporting a whole new architecture is a considerably bolder move. One wonders that other plans they may have for the retro-futuristic machine. Perhaps a low-power x86 chip isn’t out of the question?

High Tech Pancake Tesla Coil Brings The Lightning

For several years now we’ve been following [Jay Bowles] as he brings high-voltage down to Earth on his Plasma Channel YouTube channel. From spark gaps made of bits of copper pipe to automotive ignition coils driven by the stalwart 555 timer, he’s got a real knack for keeping his builds affordable and approachable. But once in a while you’ve got to step out of your comfort zone, and although the dedicated DIY’er could still replicate the solid state “pancake” Tesla coil he documents in his latest video, we’d say this one is better left for the professionals.

The story starts about nine months ago, when [Jay] was approached by fellow YouTuber [LabCoatz] to collaborate on a PCB design for a solid state Tesla coil (SSTC). Rather than a traditional spark gap, a SSTC uses insulated-gate bipolar transistors (IGBTs) triggered by an oscillator, which is not only more efficient but allows for fine control of the primary coil. The idea was to develop an AC-powered coil that was compact, easy to repair, and could be controlled with just a couple dials on the front panel. The device would also make use of an antenna feedback system that would pick up the resonant frequency of the secondary coil and automatically adjust the IGBT drive to match.

Being considerably more complex than many of the previous builds featured on Plasma Channel, it took some time to work out all the kinks. In fact, the majority of the video is [Jay] walking the viewer through the various failure modes that he ran into while developing the SSTC. Even for somebody with his experience in high-voltage, there were a number of headscratchers that had to be solved.

For example, the first version of the design used metal bolts to attach the primary and secondary coils, until he realized that was leading to capacitive coupling and replaced them with acrylic blocks instead. If his previous videos surprised you by showing how easy it could be to experiment with high-voltages, this one is a reminder that it’s not always so simple.

But in the end [Jay] does get everything sorted out, and the results are nothing short of spectacular. Even on the lower power levels it throws some impressive sparks, but when cranked up to max, it offers some of the most impressive visuals we’ve seen so far from Plasma Channel. It was a lot of work, but it certainly wasn’t wasted effort.

Fascinated by the results, but not quite ready to jump into the deep end? This affordable and easy to build high-voltage generator featured on Plasma Channel back in 2020 is a great way to get started. If you still need more inspiration, check out the fantastic presentation [Jay] gave during the 2021 Remoticon.

Continue reading “High Tech Pancake Tesla Coil Brings The Lightning”

The Open Source ASICs Hack Chat Redefines Possible

There was a time when all that was available to the electronics hobbyist were passive components and vacuum tubes. Then along comes the integrated circuit, and it changed everything. Fast forward a bit, and affordable programmable microcontrollers arrived on the scene. Getting started in electronics became far easier, and the line between hardware and software started to blur. Much more recently, the hobbyist community was introduced to field programmable gate arrays (FPGAs) and the tools necessary to work with them. While not as widely applicable as the IC or MCU, the proliferation of FPGAs among hardware hackers once again opened doors that were previously locked tight.

We’re currently on the edge of another paradigm shift, but it’s no surprise if you haven’t heard of it. After all, the last couple of years have been a bit unusual, so the 2020 announcement that Google was teaming up with SkyWater and Efabless to enable the design and manufacture of open source application-specific integrated circuits (ASICs) flew under the radar for many people. But not Matt Venn, the host of this week’s Hack Chat. For him, it was the opportunity he’d been waiting for.

Matt started like many of us, building electronic kits and building new gadgets out of old discarded hardware. He graduated to microcontrollers, and became particularly interested in FPGAs when the open source toolchains started hitting the scene. Of course by this point, it was much more than just a hobby for him. He was presenting a talk at the 2019 Week of Open Source Hardware in Switzerland when he saw Tim Edwards from Efabless demo a chip that had been made with open source tools. Unfortunately, the costs involved were still far too high for an individual to put their ideas into silicon.

So when Google and Skywater announced they would be footing the bill to have selected open source ASIC designs manufactured a few months later, Matt says he was in a good position to jump in. He has since started running the Zero to ASIC Course which aims to teach you how to produce your own chips using the open source Process Development Kit, and so far 160 people have taken him up on the offer.

As you might expect, many of the questions in the Chat had to do with what kind of designs you can actually produce using the 130 nm process. Especially given the limits on the physical space each creator’s circuit can take up on each multi-project wafer (MPW). Others wanted to know how difficult it would be to port over existing FPGA designs, or how well the process worked with analog applications. With the number of designs Matt has seen go through his course, he could answer many of the questions just by pointing to a particular individual’s ASIC. For instance, he held up the digital-to-analog converter from Harald Pretl and Thomas Parry’s 5 GHz satellite transceiver as prime analog examples.

So let’s say you put the work in to design an ASIC and it gets approved to be produced on a future MPW, what then? Well, first you have to hope everything goes according to plan. Matt explains that the initial run was almost a total write-off due to timing problems in the toolchain, though in the end, he was largely able to recover his own chip. But they’ve done several runs since then, so let’s assume there’s no production problems. What exactly ends up on your doorstep?

If you were expecting a handy DIP8, you might be disappointed. While some DIY friendly packages would be nice, right now the ASICs ship as wafer level chip scale package (WLCSP) with an unforgiving 0.5 mm pitch. If you can believe it, that’s actually an improvement over the first run, which shipped out as a bare die. Of course as Matt pointed out, anyone who’s gotten to the point of designing their own custom ASIC probably won’t be scared off by the prospect of some fine-pitch soldering. Some in the Chat wondered about the difficulty in getting compatible PCBs produced, but Matt said that in his experience OSH Park has been up to the challenge.

Like the Metal 3D Printing Hack Chat before it, this week’s session went over a topic that’s on the absolute cutting edge of what’s possible for hardware hackers and hobbyists. Truth be told, the vast majority of the people reading Hackaday are no more likely to send away for their own custom ASIC as they are to battle x-rays in an attempt to sinter metal with a homebrew electron gun. But that doesn’t make the fact that some folks out there doing it any less important, or inspiring. That said, if you do end up being one of those select few that can boast they’ve designed a custom chip of their own — don’t forget to send one of them our way.

We’re grateful Matt Venn was able, once again, to share his valuable experience in the realm of open source application-specific integrated circuits with us. If you haven’t checked them out already, the Zero to ASIC workshop he ran for Remoticon 2020 and his talk Open Source ASICs – A Year in Perspective from Remoticon 2021 are required viewing if you want to learn more about this fascinating new frontier in hardware hacking.


The Hack Chat is a weekly online chat session hosted by leading experts from all corners of the hardware hacking universe. It’s a great way for hackers connect in a fun and informal way, but if you can’t make it live, these overview posts as well as the transcripts posted to Hackaday.io make sure you don’t miss out.

Hackaday Podcast 160: Pedal Power, OpenSCAD In The Browser, Tasmanian Tigers, And The Coolest Knob

Join Hackaday Editor-in-Chief Elliot Williams and Managing Editor Tom Nardi as they tackle all the hacks that were fit to print this last week. Things start off with some troubling news from Shenzhen (spoilers: those parts you ordered are going to be late), and lead into a What’s That Sound challenge that’s sure to split the community right down the center. From there we’ll talk about human powered machines, bringing OpenSCAD to as many devices as humanly possible, and the finer points of installing your own hardware into a Pelican case. There’s a quick detour to muse on laser-powered interstellar probes, a Pi-calculating Arduino, and a surprisingly relevant advertisement from Sony Pictures. Finally, stay tuned to hear the latest developments in de-extinction technology, and a seriously deep dive into the lowly nail.

Or Direct Download, like an old-school boss!

Take a look at the links below if you want to follow along, and as always, tell us what you think about this episode in the comments!

Continue reading “Hackaday Podcast 160: Pedal Power, OpenSCAD In The Browser, Tasmanian Tigers, And The Coolest Knob”