Vaaman is a reconfigurable single-board edge computer that integrates a Rockchip RK3399 hexa-core ARM processor with an Efinix Trion T120 FPGA, offering a reconfigurable platform for edge computing applications. The board combines the flexibility of an FPGA with the raw power of a hard processor to create a system capable of adapting to varying computational demands in real time. The compact SBC features the Rockchip RK3399 hexa-core processor with two Cortex-A72 cores and four Cortex-A53 cores, as well as an Efinix Trion T120 FPGA with 112,128 logic elements, interlinked with RK3399 via a high-speed 300Mbps bridge (but it’s unclear how this is implemented). It is billed as a “Raspberry Pi-style board for the FPGA world” that can be used for cryptographic acceleration, software-defined radio (SDR), digital signal processing, real-time robotics, real-time video processing, edge AI deployments, industrial automation, and hardware prototyping. It features a 40-pin Raspberry Pi-compatible GPIO header and […]
exo software – A distributed LLM solution running on a cluster of computers, smartphones, or SBCs
You’d typically need hardware with a large amount of memory and bandwidth and multiple GPUs, if you want to run the latest large language models (LLMs), such as DeepSeek R1 with 671 billion parameters. But such hardware is not affordable or even available to most people, and the Exo software works around that as a distributed LLM solution working on a cluster of computers with or without NVIDIA GPUs, smartphones, and/or single board computers like Raspberry Pi boards. In some ways, exo works like distcc when compiling C programs over a build farm, but targets AI workloads such as LLMs instead. Key features of Exo software: Support for LLaMA (MLX and tinygrad), Mistral, LlaVA, Qwen, and Deepseek. Dynamic Model Partitioning – The solution splits up models based on the current network topology and device resources available in order to run larger models than you would be able to on any […]
ADLINK OSM-MTK510 – An OSM Size-L module with MediaTek Genio 510 AI SoC, up to 8GB RAM and 128GB eMMC flash
ADLINK OSM-MTK510 is an OSM Size-L compliant module powered by a MediaTek Genio 510 hexa-core Arm Cortex-A78/A55 SoC with a 3.2 TOPS AI accelerator and equipped with up to 8GB LPDDR4 and 128GB eMMC flash. The OSM module supports HDMI 2.0, MIPI DSI, and eDP display interfaces, up to 30MP cameras, and I/O options such as gigabit Ethernet, USB 3.0, and PCIe Gen2 x1. The OSM-MTK512 is available in either commercial or industrial (-40°C to 85°C) temperature grades and the company offers at least a 10-year lifecycle for long-term use. ADLINK OSM-MTK510 specifications: SoC – MediaTek Genio 510 (MT8370) CPU – Hexa-core processor with 2x Cortex-A78 cores @ up to 2.2 GHz and 4x Cortex-A55 cores @ up to 2.0 GHz GPU – Arm Mali-G57 MC2 GPU VPU for visual processing Encoding up to 4Kp30 with H.265/HEVC or H.264 Decoding up to 4Kp60, AV1, VP9, HEVC, H.264 codecs supported AI […]
PocketBeagle 2 SBC combines TI AM6232 dual-core Cortex-A53 SoC with MSPM0 MCU
Beagleboard has recently announced the PocketBeagle 2, a single board computer (SBC) built around TI’s AM6232 dual-core Cortex-A53 and Cortex-M7 SoC and an additional MSPM0L1105 Arm Cortex-M0+ microcontroller for ADC pins and board ID storage. Designed for developers, students, and hobbyists, it’s a direct upgrade from the previous generation PocketBeagle which the company released in 2017. The new board comes with a faster dual-core 64-bit CPU (compared to a single-core CPU), faster memory (DDR4), improved power management (USB-C + LiPo charger), and easier debugging (UART + JTAG) for faster development. Additionally, it comes with four user-controllable LEDs, a power LED, and a battery-charging LED for better status indication. Unlike the first generation, this new version comes with pre-soldered GPIO headers with the same compact (55 x 35mm) form factor making it suitable for embedded applications and IoT projects. PocketBeagle 2 single-board computer specifications Main SoC – Texas Instruments AM6232 CPU […]
HaLowLink 1 Wi-Fi HaLow gateway turns legacy devices into Wi-Fi HaLow clients via Ethernet, USB, or 2.4 GHz Wi-Fi
Morse Micro in collaboration with GL.iNet has recently showcased the HaLowLink 1 Wi-Fi HaLow gateway, which the company terms as Wi-Fi HaLow reference design and evaluation platform developed for long-range, low-power wireless connectivity for IoT applications. Built around the AzureWave AW-HM593 module with Morse Micro MM6108 silicon, it supports 1/2/4/8 MHz bandwidths. It features a MediaTek MT7621A dual-core CPU, Wi-Fi 4 module, dual Gigabit Ethernet, USB-C, and an SMA antenna connector, allowing it to work as a Wi-Fi HaLow router, access point, or extender. The device runs OpenWrt and provides an intuitive web-based UI and SSH/CLI configuration. OpenWrt also gives access to a web-based UI and SSH/CLI configuration. These features make this device useful for applications like smart homes, industrial automation, agriculture, and telecommunications. HaLowLink 1 specifications: SoC – Mediatek MT7621 dual-core, quad-thread MIPS1004K processor @ up to 880MHz System Memory – 256MB DDR3 (optional 512 MB) Storage – 32MB […]
Wall-mountable Intel N100 mini PC features three HDMI outputs, three USB ports, GbE and WiFi 6 connectivity
Mekotronics R58-N100 is an Intel Processor N100 mini PC whose main differentiating feature is its metal enclosure with four holes suitable for direct wall mounting. The computer supports DDR5 SO-DIMM memory and M.2 MVMe SSD storage. It also features three 4K-capable HDMI video outputs, gigabit Ethernet, WiFi 6, three USB 3.0 ports, a USB Type-C port, and a 3.5mm audio jack. Mekotronics R58-N100 specifications: SoC – Intel Processor N100 CPU – Quad-core Alder Lake-N processor @ up to 3.4 GHz (Turbo) GPU – 24EU Intel HD graphics @ 750 MHz Cache – 6MB cache TDP – 6W System Memory – 8GB or 16GB DDR5 Storage – 128GB, 256GB, or 512GB M.2 MVMe SSD Video Output – 3x HDMI 2.0 ports up to 4Kp60; up to at least 3x independent displays supported Audio – 3.5mm headphone+mic jack, digital audio output via HDMI Connectivity Gigabit Ethernet RJ45 ports Dual-band 802.11b/g/n/ac/ax WiFi 6 […]
GEEKOM A6 Review – Part 3: Ubuntu 24.04 tested on an AMD Ryzen 7 6800H mini PC
We’ve already checked out the hardware of the GEEKOM A6 mini PC with an unboxing and teardown in the first part of the review, and thoroughly tested the AMD Ryzen 7 6800H mini PC in Windows 11 Pro in the second part, so it’s now time to report our experience with Ubuntu 24.04 Linux on the mid-range mini PC. We’ve gone through features testing, system benchmarks, storage (SSD and USB) performance tests, 2.5GbE and WiFi 6 network evaluation, 4K and 8K YouTube video playback, a stress test to check out the cooling ability of the mini PC, and finally fan noise and power consumption measurements. Ubuntu 24.04 installation and system information Since we wanted to install Ubuntu 24.04.1 LTS alongside Windows 11 Pro, we resized the partition by roughly half. But since the C: drive was “BitLocker Encrypted”, we knew Ubuntu installation wouldn’t be successful that way, so we went to […]
ODROID-H3 and H4 SBCs get NetCard 3 card with four 5Gbps Ethernet ports
Hardkernl NetCard 3 is an expansion card with four 5Gbps Ethernet ports designed for the ODROID-H3 and ODROID-H4 SBCs and adding to the two 2.5GbE ports on the Intel Jasper Lake and Alder Lake-N single board computers. It follows the H2 Net Card with four 2.5GbE ports introduced in 2021 for the ODROID-H2, and tested by Ian with the ODROID-H3+ SBC in 2023. Hardkernel ended up selling more than expected, so they designed the Netcard 3 with 5GbE ports as an upgrade. It remains to be seen whether 5Gbps networking will be as popular as 2.5GbE or users will prefer moving to 10GbE hardware instead… NetCard 3 specifications: 4x 5Gbps Ethernet ports via RealTek RTL8126 5GbE controllers. M.2 edge connector with PCIe Gen3 x4 signaling Cooling with a long heatsink on RTL8126 controllers Compatible with ODROID-H3/H3+ and ODROID-H4/H4+ only, and not earlier ODROID-H2/H2+ boards You may need to flash a […]