Khadas Single Board Computer, VIM3 Basic Amlogic A311D,Faster CPU,Neural Processing Unit for A.I.Switchable PCIe and USB 3.0,Dual Independent Displays,Dual Cameras(2+16GB)

This is a very powerful and energy-efficient SBC, with features that well justify the premium price. I'm using this for an SDR project. It's perfectly capable of running gqrx and moderately complex GNURadio flows, and with a little tweaking can handle SDRTrunk P25 decoding, using an RTLSDR or even a hackrf at 10 Msps.It's typically compared to Raspberry Pi 4 and some of the ODROID boards, but this one sort of defines its own class. It's perhaps less "user-friendly" than the RPi, but as with most things in this world, if you want to live on the bleeding edge, you have to work for it.The board is based on the Amlogic A311D, an ARM64 SOC intended for TV boxes. Its architecture features four high-performance cores and two power-efficient cores. This arrangement is perhaps better than the more common arrangement of many little cores and few big ones (or equal numbers), as it lets you have your device always active handling background tasks with minimal power drain, and summon massive power on demand. There's also a suspend-to-RAM mode that drops power consumption to near zero, with several wakeup options available.Out of the box, you can power it up and it'll boot a perfectly usable version of Android from eMMC. Or you can put a Linux image on an SD card and boot that, then install it to the eMMC, or not. They've engineered this to be fairly difficult to hard-brick, it has a ROM loader that can be summoned by pushing buttons at power-on, and Khadas provides a "rescue" SD image that can fix the bootloader, backup/restore/erase/upgrade the eMMC, etc.On the Linux side, it can be a little rough around the edges, but there's a very active team of open source developers supporting it, and it's possible to run latest or nearly-latest Linux kernels on it. Khadas has active forums on their site where you can get support from the devs and other users.Best features:Low (!) power draw: With the ondemand CPU governor, and without making any special efforts like disabling cores, this thing idles around 2.2W, connected to 5GHz WiFi and Bluetooth, and sitting at the GNOME desktop. Power usage can be dropped even lower by tweaking CPU governor settings, disabling cores, disabling WiFi/BT, putting the HDMI to sleep, etc. I've seen it idle down around 1.3W, but with most of the goodies turned off. On the other end of the spectrum, it can surge over 10W under heavy load, and deliver the sort of performance you'd expect from an ARM at that wattage.Onboard power regulator: You provide a fairly clean source of 5-20VDC, it takes care of itself. If you're on the lower end of that range, you have to allow for brief spikes of high current, which is why they recommend a 4A adapter. You can use a USB-C Power Delivery adapter, the VIM3 will request what it wants, or you can provide suitable voltage through the USB port or through the header behind it. If powering externally from more than 5V, do NOT plug your computer or anything else you want to keep into the USB-C port, the power rails are common. The two USB-A ports provide regulated 5V regardless of supply voltage, and with a little poking around in the kernel device trees, you can even turn the power to them on and off under software control.Power & reset buttons, and a Function button that's used at bootup to enter recovery mode, and also can be read in software. There's an onboard IR receiver too, for use with Khadas's remote, or other ones with a bit of hacking.USB in abundance: The two Type-A connectors are standard USB. One is USB2, the other is USB3 (unless you enable the PCIe port, then it falls back to USB2). The Type-C carries a USB2 OTG port, and there are two others available with a little work: one hiding on the PCIe/M2 connector (?) and one on the GPIO connector.That PCIe/M2 port: You can turn that on instead of USB3, and use a pretty good variety of one-lane M2 PCIe cards or SSDs (not SATA ones though!).Support for most of the basic functionality is in the mainline Linux kernel, and the open-source dev team provide a bunch of patches to add more. The vendor provided kernel-4.9 based Ubuntu image is a bit long in the tooth, but does work fairly well and has support for all the bells and whistles.And... Full schematics and IC datasheets on Khadas web site. If you want to know how something works, how you can hack it to do something else, or what its voltage limits are, it's there. And the website and forums are full of useful info on how to use most of the board's features.Some caveats:You need a heatsink. The Khadas passive one is fine for light load and engineered to fit nicely without bulking up a very slim board. If you're going to run sustained heavy load you need more, or you'll hit thermal throttling and core shutdowns. Khadas has a heatsink-with-fan option, or you can roll your own, and there's a PCB header for a PWM variable fan. The white "heartbeat" LED speeds up as temps rise, a nice touch.Clean power is a must, especially if you're using 5V since there's very little headroom for the regulators to work with. The RMS current is quite low, but it can surge over 10W under load. If your VIM3 appears to be booting but has no video, check your power first, the HDMI really doesn't like power sags.Some of the I/O pins are 3.3V and some are 1.8V, and the docs aren't super clear on which. The schematic appears to be the ultimate authority on this matter. The forums are helpful too.Some of the advanced stuff (notably the NPU) doesn't work well (or at all) with the closer-to-mainline Linux kernels, you need to use the vendor-provided 4.9 kernel or do a lot of hacking to get it going. I didn't try out the NPU, since I don't need it for my project. The vendor 4.9 kernel didn't support my (third party) touchscreen for some weird reason, but the newer 5.12 does, so I didn't put a lot of effort into figuring out why.Overall, I'm duly impressed with this board, will probably buy another to experiment with after I finish my project (I kind of want to see that NPU do something), and will be keeping an eye out for new products from Khadas.

These are very powerful (for their size) SBCs. They are tiny compared to anything else you will find with this level of power. They are priced on the high side compared to their competition but also much smaller in size. If you buy one, do yourself a favor and put it in a slimline KKSB machined and anodized aluminum case. It will look better and run cooler than in the Khadas case. The KKSB case retains the tiny footprint as well. It's an expensive SBC. It deserves a case that makes it look expensive as well. This little SBC and the KKSB machined case makes a great Android TV Box.You can buy a functional Android TV box for a fraction of the cost but you get what you pay for.

Outstanding performance for its price. Runs AI algorithms as the promised 5 TOPS. Beats Odroids and Google Corals, among many others. Well engineered all around, including its (optional) heat sink and fan. Has all the right ports, conveniently placed. One of the first boards with the relatively new Amlogic processor. The design is open-sourced, with comprehensive documentation is on the Khadas website. The standard Khadas 5" display is 4-lane MIPI and for my taste it has a bit too high resolution at the expense of brightness. The company is Chinese with Western people in the team who provide excellent support for large quantity buyers.

This board seemed like a very neat idea. I particularly liked the form factor and the potential of using the NPU for my ML apps. But I could not any of the popular ML frameworks to use the NPU onboard. I could not get the board use a NVME reliably. The documentation on KHADAS is outdate with many broken links. Best to avoid KHADAS line of products until they step up their game.

I have owned a few SBC boards. The first version of the VIM still works till today. All my other SBC's had died. I had friendly electric, Asus, and a bunch of others. Only my VIM 1 board was still working like a champ. I decided to go with the VIM 3 pro. I am a happy customer, so thank you!

Easy to install and set up with Ubuntu on eMMC, or works fine out of the box with the pre-installed Android image.Excellent documentation can be found at the manufacturer's website.HDMI and USB-C power ports are too close together so the width of your cable plugs must conform. Boots fine with a Pi4 power supply, but Apple power supplies do not work."Total Installed RAM" is being falsely advertised as 32GB. Note this is a 4GB board with 32GB onboard eMMC.