Hands-On Nvidia Jetson TX2: Fast Processing for Embedded Devices

The review embargo is finally over and we can share what we found in the Nvidia Jetson TX2. It’s fast. It’s very fast. While the intended use for the TX2 may be a bit niche for someone building one-off prototypes, there’s a lot of promise here for some very interesting applications.

Last week, Nvidia announced the Jetson TX2, a high-performance single board computer designed to be the brains of self-driving cars, selfie-snapping drones, Alexa-like bots for the privacy-minded, and other applications that require a lot of processing on a significant power budget.

This is the follow-up to the Nvidia Jetson TX1. Since the release of the TX1, Nvidia has made some great strides. Now we have Pascal GPUs, and there’s never been a better time to buy a graphics card. Deep learning is a hot topic that every new CS grad wants to get into, and that means racks filled with GPUs and CUDA cores. The Jetson TX1 and TX2 are Nvidia’s strike at embedded deep learningor devices that need a lot of processing power without sucking batteries dry.

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Hands On With The First Open Source Microcontroller

2016 was a great year for Open Hardware. The Open Source Hardware Association released their certification program, and late in the year, a few silicon wizards met in Mountain View to show off the latest happenings in the RISC-V instruction set architecture.

The RISC-V ISA is completely unlike any other computer architecture. Nearly every other chip you’ll find out there, from the 8051s in embedded controllers, 6502s found in millions of toys, to AVR, PIC, and whatever Intel is working on are closed-source designs. You cannot study these chips, you cannot manufacture these chips, and if you want to use one of these chips, your list of suppliers is dependent on who has a licensing agreement with who.

We’ve seen a lot of RISC-V stuff in recent months, from OnChip’s Open-V, and now the HiFive 1 from SiFive. The folks at SiFive offered to give me a look at the HiFive 1, so here it is, the first hands-on with the first Open Hardware microcontroller.

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Get Hands-On: Workshop Tickets Now Available

Get together with awesome hackers and build something cool. That’s the exact description for the workshops of the Hackaday SuperConference. Previously we announced all of the talks and some of the workshop presenters, but starting right now you can reserve your space in these inspiring hands-on sessions.

You must have a SuperCon ticket in order to purchase a workshop ticket. We anticipate SuperCon to be sold out before the end of this week so buy your ticket now! This is the ultimate hardware conference, held in Pasadena California on November 5th and 6th.

Workshops start at $5. This is a “skin in the game” rate to help encourage everyone who registers to show up. Space is limited and will surely sell out (last year the waiting list for some of the workshops was far bigger than the actual workshop). Any tickets above the $5 price are to cover the material expense for that workshop.

Delve into ultrasonics, try your hand at rapid prototyping connected devices, head out on the town with your robot, or get building with PCBs, FPGAs, conductive ink, and servo motors. These workshops span a range of very interesting skill sets and will send you away inspired to explore that next big hack.

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ESP32 Hands-On: Awesome Promise

The ESP32 is looking like an amazing chip, not the least for its price point. It combines WiFi and Bluetooth wireless capabilities with two CPU cores and a decent hardware peripheral set. There were modules in the wild for just under seven US dollars before they sold out, and they’re not going to get more expensive over time. Given the crazy success that Espressif had with the ESP8266, expectations are high.

And although they were just formally released ten days ago, we’ve had a couple in our hands for just about that long. It’s good to know hackers in high places — Hackaday Superfriend [Sprite_tm] works at Espressif and managed to get us a few modules, and has been great about answering our questions.

We’ve read all of the public documentation that’s out there, and spent a week writing our own “hello world” examples to confirm that things are working as they should, and root out the bugs wherever things aren’t. There’s a lot to love about these chips, but there are also many unknowns on the firmware front which is changing day-to-day. Read on for the full review.

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Hands-On the Shaper Origin: A Tool That Changes How We Build

I bet the hand saw really changed some things. One day you’re hacking away at a log with an ax. It’s sweaty, awful work, and the results are never what you’d expect. The next day the clever new apprentice down at the blacksmith’s shop is demoing his beta of his new Saw invention and looking for testers, investors, and a girlfriend. From that day onward the work is never the same again. It’s not an incremental change, it’s a change. Pure and simple.

This is one of those moments. The world of tools is seeing a new change, and I think this is the first of many tools that will change the way we build.

Like most things that are a big change, the components to build them have been around for a while. In fact, most of the time, the actual object in question has existed in some form or another for years. Like a crack in a dam, eventually someone comes up with the variation on the idea that is just right. That actually does what everything else has been promising to do. It’s not new, but it’s the difference between crude and gasoline.

My poetic rasping aside, the Shaper Origin is the future of making things. It’s tempting to boil it down and say that it’s a CNC machine, or a router. It’s just, more than that. It makes us more. Suddenly complex cuts on any flat surface are easy. Really easy. There’s no endless hours with the bandsaw and sander. There’s no need for a 25,000 dollar gantry router to take up half a garage. No need for layout tools. No need to stress about alignment. There’s not even a real need to jump between the tool and a computer. It can be both the design tool and the production tool. It’s like a magic pencil that summons whatever it draws. But even I had to see it to believe it.

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Hands On With The Odroid C2; the Raspberry Pi 3 Challenger

A couple of weeks ago we covered the launch of the Odroid C2, a single board computer from the Korean company Hardkernel in the same form factor and price segment as the Raspberry Pi 3. With four ARM Cortex A53 cores at 2GHz and 2Gb of DDR3 on board it has a paper spec that comfortably exceeds that of the Pi 3’s 1.2GHz take on the same cores and 1Gb of DDR2. This could be a board of great interest to our readers, so we ordered one for review.

The parcel from Korea arrived in due course, the C2 in its box inside it well protected by a sturdy cardboard outer packaging. We had ordered a couple of extras: a micro-SD card preloaded with Ubuntu and a USB power lead (more on that later), both were present and correct.

When unpacking the board it is immediately obvious how closely they’ve followed the Raspberry Pi form factor. There are a few differences, no camera or DSI connectors, the SD card in a different place, a power jack where the Pi has its audio jack, and oddly the network port is the other way up. Otherwise it looks as though it should fit most Pi cases. Of course the only case we had to hand was a PiBow which are cut for specific Pi models, so sadly we couldn’t test that assertion.

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Hands On with the Intel Edison

Yesterday the tech world resounded with the astonishing news that Apple can’t run a CMS, rotary encoders were invented just for the Apple Watch, and Intel’s Developer Forum was scheduled well in advance of the Apple media circus. Intel’s smallest computer yet, the Edison, was also announced. Very few people without an Intel employee badge have one of these cool little devices, and lucky for us one of them put up a hands-on review.

With a lot of comments asking what the Edison is good for, [Dimitri] tells us the Edison isn’t meant to be only a dev board. A better comparison would be something like the Raspberry Pi compute module – a small board that product designers can build a device around. This, of course, is not news and should come as a surprise to no one. The 70-pin connector used in the Edison isn’t rated for high-frequency insertions, anyway.

Stock up on level shifters

Compared to even a Raspberry Pi, or even an Arduino Mega, the Arduino breakout board for the Edison is huge. The reason for this is a huge number of level shifters. Where Arduinos can chug right along at 3.3V and 5V, and a Pi uses the somewhat more uncommon (at least for the hobbyist market) 3.3V logic, most of the Edison runs at 1.8V.  All the user-configurable pins on the smaller breakout are 1.8V logic. Someone reading this will fry their Edison, so don’t say we didn’t warn you.

Performance

[Dimitri] was keen to get an idea of how powerful the Edison is. There’s a pretty good chip in there – an Atom Z34XX – that’s underclocked at 500MHz. Still, despite this apparent performance limitation, a few benchmarks reveal the Edison can work at up to 615 MIPS. That’s about twice the performance of the Raspberry Pi B+, and real-world tests of doing FFT along with OpenCV tracking makes [Dimitri] happy. Power consumption? At a medium load, the Edison draws about 200 mA. A lot of number crunching and blasting bits out of the radios increases that to a maximum of 500 mA. Not exactly low power, but very good in terms of performance per Watt.

Wireless

There are two radios on the Edison, one for Bluetooth Low Energy, and another for a/b/g/n WiFi (yes, it supports access mode). The on-chip antenna is acceptable, but for sending signals to the conference room down the hall, you might want to connect an external antenna.

Linux, Programming, and Arduino

Linux on the Edison isn’t a friendly Debian-derived installation like the Raspberry Pi. Instead, Intel is using Yocto, specifically designed for embedded environments. It’s not quite a distribution but instead a build system. There is no apt-get. Right now, this might be seen as a limitation, but enterprising kernel wizards have ported Debian to the Intel Galileo. Full Linux support is coming, but probably not (officially) from Intel.

Edison launched with an Arduino breakout board, but the Arduino compatibility is literally only a facade. Intel reengineered the Arduino IDE so it writes files instead of toggling pins. This means any programming language that can write a file is able to blink a LED with an Edison. It’s only a matter of preference, but if your idea of embedded development is a single chip and a C compiler, you’re better off using an ATMega and a UART.

Closing thoughts

This isn’t a Raspi killer, a Beaglebone killer, a TI CC3200 killer, or an ESP8266 killer. It’s an x86 board, with WiFi, Bluetooth and Linux that can toggle a few pins. It’s something different. Different is good. That means there are more choices.