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Year 2018 in Review, Top 10 Posts, and Some Stats

That’s it, we’ve already reached the last day of 2018, and it’s time to have a look back at what happened during the past year. On the mini PC front, Gemini Lake based mini PCs took over from Apollo Lake with some performance improvements, but I expected the price point to be a bit lower than it is today.  Apart from further developments with regards to mobile processors, it feels 2018 was an off-year for processors, such as the ones found in TV boxes and development boards, with mostly more of the same. Allwinner and Rockchip did not release any really interesting processor, and Amlogic only launched S905X2 and S905Y2 which are mostly evolutions of their previous generation with an OpenGL 3.x capable GPU and USB 3.0. Rockchip RK3399 stood out this year, as despite being launched in 2016, it suddenly became popular again with many RK3399 SBCs coming to […]

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Khadas Captain / Edge SBC Review – Part 2: Ubuntu 18.04

I received Khadas Edge Developer Package with Khadas Edge RK3399 module, Khadas Captain carrier board, and several accessories a few weeks ago, and after checking the hardware in the first part of the review, I’ve now taken the time to review software support, specially Ubuntu 18.04 on the board. Khadas Edge / Captain Firmware There are currently four main choices of firmware for Khadas Edge / Khadas Captain: Ubuntu 18.04 OS with LXDE desktop environment @ https://dl.khadas.com/Firmware/Edge/Ubuntu/ Android ROM @ https://dl.khadas.com/Firmware/Edge/Android/ with Android Nougat being a proper release, Android Oreo (available now) a temporary version that will not be supported, and Android P that will be released and supported by Rockchip later on in 2019 Armbian RK3399 for Khadas Edge looks to be work-in-progress right now LibreELEC for playing videos on the platform I decided to focus on Ubuntu 18.04 for this review, and Karl who has his own sample […]

Khadas Edge2 Arm mini PC
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Intel Unveils Foveros “big.SMALL” Hybrid x86 Processor, Roadmap for Atom Processors

Once upon a time Intel manufactured mobile processors for smartphones and tablets, but they eventually gave up as their solutions failed to gain traction. However, it looks like they may be back, as one customers required them to developer a chip with higher performance than Atom processors combined with a 2 mW standby power state. The chip was developed using “Foveros” 3D stacking technology was showcased at Intel’s Architecture Day 2018, but before going into further details, let’s have a look at Atom and Core processors roadmap to 2023 unveiled at the event. First, Intel will have developed three new Atom micro-architectures going into 2023. As we’ve seen previously, Tremont will succeed Goldmont Plus microarchitecture found in Gemini Lake and Denverton processors, and improve single-threaded performance, network server performance, and battery life starting in 2019. Around 2021, Gracemont will be launched with again higher single-thread performance and frequency, as well […]

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Bonsai Algorithm Enables Machine Learning on Arduino with a 2KB RAM Footprint

Machine learning used to be executed in the cloud, then the inference part  moved to the edge, and we’ve even seen micro-controllers able to do image recognition with GAP8 RISC-V micro-controller. But I’ve recently come across a white paper entitled “Resource-efficient Machine Learning in 2 KB RAM for the Internet of Things” that shows how it’s possible to perform such tasks with very little resources. Here’s the abstract: This paper develops a novel tree-based algorithm, called Bonsai, for efficient prediction on IoT devices – such as those based on the Arduino Uno board having an 8 bit ATmega328P microcontroller operating at 16 MHz with no native floating point support, 2 KB RAM and 32 KB read-only flash. Bonsai maintains prediction accuracy while minimizing model size and prediction costs by: (a) developing a tree model which learns a single, shallow, sparse tree with powerful nodes; (b) sparsely projecting all data into […]

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Linux 4.19 Release – Main Changes, Arm and MIPS Architectures

With Linus Torvalds taking a leave from the Linux kernel project, Greg Kroah-Hartman was the one to release Linux 4.19 last Sunday: Hi everyone! It’s been a long strange journey for this kernel release… While it was not the largest kernel release every by number of commits, it was larger than the last 3 releases, which is a non-trivial thing to do. After the original -rc1 bumps, things settled down on the code side and it looks like stuff came nicely together to make a solid kernel for everyone to use for a while. And given that this is going to be one of the “Long Term” kernels I end up maintaining for a few years, that’s good news for everyone. A small trickle of good bugfixes came in this week, showing that waiting an extra week was a wise choice. However odds are that linux-next is just bursting so […]

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Genmitsu CNC 3018-PRO CNC Router Review – Part 1: Build & First Etches

Hey Karl here. Today we are going to look at something a little different. I am writing about my experiences with building Genmitsu 3018 CNC router upgraded version provided by Sainsmart for this review. While waiting on the unit to arrive I did some research and found that there are several different versions on the market labeled CNC xxxx. The xxxx represent the build volume in the x and y. So the one I was sent has a 300x180mm build volume. The 3018 is called upgraded because the new mounting for the X and Y rods and lead screws. On the previous version these had to be mounted and manually aligned which from what I read can be a pain. Building Genmitsu CNC 3018-PRO CNC Router The build went very well. The 3018 user manual was mostly pictures but they called out anything that might be questionable. I had been […]

Rockchip RK3568/RK3588 and Intel x86 SBCs
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TS80 USB type-C Soldering Iron Up for Sale for $79.99

TS100 digital programmable soldering iron has been popular in recent years due to its compact size, open source STM32 firmware, fast heating, and it does the job. Another advantage is that the soldering can be powered by a standard 19V laptop power supply. As noted in a post about a separate soldering pen board with audio jack, the company behind TS100 has been working on a new model called TS80 powered via USB type C port, lighter & more compact, and supporting soldering tips that connect through a typical 3.5mm audio jack. The good news is that TS80 is now available for $89.99 on Sainsmart under the ToolPAC brand. Use TS80 coupon for $10 discount. [Update: TS80 is now sold on Banggood for $72.99 shipped] TS80 SUB type-C soldering iron specifications: MCU – STMicro STM32F103T8 Arm Cortex-M3 MCU @ 72 MHz with 20KB SRAM, 64KB or 128KB flash Temperature Range […]

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Banana Pi BPI-R64 Router Board is Powered by Mediatek MT7622, Supports 802.11ac WiFi, Optional PoE Module

SinoVoIP launched several Banana Pi router boards in the past starting with Allwinner A20 based Banana Pi BPI-R1 in 2014, and followed by Banana Pi BPI-R2 board powered by a Mediatek MT7623 processor last year. Such boards normally include multiple Gigabit Ethernet ports, as well as at least one SATA connector, and in some cases an mPCIe connector for WiFi or LTE cards. THe company also launched Banana Pi BPI-W2 board a few months ago, but that model is more geared towards multimedia router use cases. The company has now unveiled Banana Pi BPI-R64 router board based on Mediatek MT7622 dual core Arm Cortex-A53 processor, five Gigabit Ethernet port, on-board 802.11ac WiFi, one “laptop” SATA port, as well as an optional PoE (Power-over-Ethernet) add-on board.Banana PI RPI-R64 board specifications provided by the company – which has not always shown to be accurate -: SoC – MediaTek MT7622 dual-core Arm Cortex-A53 […]

Khadas VIM4 SBC