Testing AI and LLM on Rockchip RK3588 using Mixtile Blade 3 SBC with 32GB RAM

mixtile blade 3 review RK3588 AI LLM

We were interested in testing artificial intelligence (AI) and specifically large language models (LLM) on Rockchip RK3588 to see how the GPU and NPU could be leveraged to accelerate those and what kind of performance to expect. We had read that LLMs may be computing and memory-intensive, so we looked for a Rockchip RK3588 SBC with 32GB of RAM, and Mixtile – a company that develops hardware solutions for various applications including IoT, AI, and industrial gateways – kindly offered us a sample of their Mixtile Blade 3 pico-ITX SBC with 32 GB of RAM for this purpose. While the review focuses on using the RKNPU2 SDK with computer vision samples running on the 6 TOPS NPU, and a GPU-accelerated LLM test (since the NPU implementation is not ready yet), we also went through an unboxing to check out the hardware and a quick guide showing how to get started […]

Testing AMD Ryzen 9 7940HS’ AI Engine in Windows 11

AMD Ryzen 7940HS AI Engine Image Sorting

Some of the newer AMD Ryzen processors come with an AI Engine (also called NPU or IPU) that works in Windows 11 including the Ryzen 9 7940HS, Ryzen 7 7840HS, Ryzen 5 7640HS, Ryzen 7 7840U, and Ryzen 5 7640U. I’ve just completed the review of the GEEKOM A7 mini PC powered by an AMD Ryzen 9 7940HS CPU with Windows 11 – but need to wait before publishing it – so I decided to try the AI engine on the Ryzen 9 7940HS processor. The AI Engine relies on AMD XDNA architecture, and AMD provides instructions to get started with examples, demos, and developer resources. So I decided to try some examples, but for some reasons I’ll explain below, I eventually had to settle for some demos. Ryzen AI software installation (for the demos) The examples hosted on GitHub require us to install dependencies for the Ryzen AI software […]

SunFounder GalaxyRVR review – An Arduino programmable Mars Rover-like robot for education

SunFounder GalaxyRVR review

SunFounder sent us a GalaxyRVR 6-wheel robot for review. It looks like NASA’s Mars Rover robots but targets the education market with an Arduino UNO R3 compatible board and an ESP32-CAM board for WiFi connectivity and video capture. The GalaxyRVR robot kit can transmit video signals over WiFi to explore planet Earth with your mobile device or tablet and the camera can be adjusted up and down thanks to a servo motor. The robot gets its power from a solar panel coupled with a battery and features sensors such as obstacle avoidance and ultrasonic modules. NASA’s Mars Rover exploration robots NASA is currently using the Perseverance rover, also known as Percy, as the latest planetary exploration robot to land on Mars. It is designed to explore the Jezero Crater as part of NASA’s Mars 2020 mission. In addition to its scientific instruments, Perseverance also carries Ingenuity, a small experimental Martian […]

How I “fixed” the display on Lichee Console 4A terminal

How to fix Lichee Console 4A display

When I wrote a hands-on post about Lichee Console 4A RISC-V development terminal I noted the display would sometimes have strange effects or simply go black. I’ve now fixed the issue, and I was just probably unlucky since the issue must be rare, but I’ll still document it in case somebody encounters a similar problem and for fun! First, the video below shows what I would see on my terminal after using it for a few minutes. Since then, the display has gone completely dark, and all I see is the backlight, but I can still access the device through an SSH terminal. It looks like a bad connection issue, but I still contacted Sipeed and they told me it must have been the display connector. So I turned off the device and reopened the enclosure to remove and reinsert the cable for the display as shown in the photo […]

Review of Elecrow’s 3.5-inch and 7.0-inch ESP32 display modules using Arduino programming

Using the ESP32 7.0-inch display as a dashboard

Hello, I’m excited to review the ESP32 display modules and HMI touchscreens from Elecrow with sizes ranging from 2.4 to 7.0 inches. For this review, Elecrow kindly provided me with both 3.5-inch and 7.0-inch models. While their screens differ in size, both modules share several components, such as the ESP32 microcontroller, making them adaptable options for a variety of projects. The Elecrow 7.0-inch display module is powered by the ESP32-S3-WROOM-1-N4R8 module equipped with an ESP32-S3 dual-core LX6 32-bit microprocessor, 4 MB of flash, 384 kB of ROM, and 512 kB of SRAM. This microcontroller supports both WiFi and Bluetooth for wireless communication. The 7.0-inch display itself is a capacitive touch screen with a resolution of 800×480 pixels. The display is controlled by the EK9716BD3/EK73002ACGB driver and is compatible with LVGL for additional functionality. In the case of the 3.5-inch display module, the main difference is the use of the ESP32-WROOM-32-N4 […]

iKOOLCORE R2 (Core i3-N300) system review – Part2: Proxmox VE, Ubuntu 22.04, pfSense

iKOOLCORE R2 Ubuntu Promox VE dual display

In the first part of iKOOLCORE R2 mini PC & router review, I had a look at the hardware with an unboxing and a teardown of the Intel Core i3-N300 Alder Lake-N computer and also noticed the device booted to a UEFI shell. So for the second part of the review, I will report my experience installing Proxmox VE on the iKOOLCORE R2 and setting up and using Ubuntu 22.04, pfSense 2.7.2, and OpenWrt 23.05 virtual machines, making sure I can still use a physical display, keyboard, and mouse with Ubuntu while pfSense firewall is running. As a side note, the previous generation iKOOLCORE R1 mini PC that was sent to Ian for review with Proxmox VE and various virtual machines preinstalled OpenWrt, Debian 11, and Windows 10 Enterprise LTSC set to Chinese language by default. As I understand it, iKOOLCORE still does that for the Chinese market, but not […]

How to use a monitor and USB mouse/keyboard in Promox VE on an Intel Alder Lake-N mini PC

Intel Core i3-N300 Alder Lake-N Ubuntu 22.04 Promox VE passthrough

We’ve started to see several Alder Lake-N platforms acting both as a mini PC and a router or network appliance with products such as iKOOLCORE R2 or CWWK x86-P5 which features not only the usual HDMI, USB, and single Ethernet port, but come with multiple Ethernet ports making them ideal to run Proxmox VE to simultaneous run a desktop OS such as Ubuntu 22.04 or Windows 11 and a headless network OS such as pfSense or OpenWrt. I’m currently reviewing iKOOLCORE R2 mini PC that comes with four 2.5GbE ports and I could install Ubuntu 22.04 Desktop, pfSense 2.7.1, and OpenWrt 23.05 relatively easily, but the Ubuntu desktop is only visible in the Proxmox VE dashboard and the HDMI display physically connected to the mini PC only shows Proxmox VE login prompt. So at this point, I learned that I had to enable PCIe passthrough for the GPU in Proxmox […]

Youyeetoo X1 x86 SBC Review – Part 2: GPIO, UART, I2C, SPI, NFC, PoE module, and power consumption

Youyeetoo X1 GPIO review

The Youyeetoo X1 x86 single board computer (SBC) with an Intel Celeron N5105 Jasper Lake CPU differs from a typical Intel or AMD mini PC by its range of IOs including SPI, I2C, UART, NFC connectivity, and support for PoE module that you won’t find in a typical computer, and that’s what we will test in the second part of the X1 SBC review along with power consumption. The Youyeetoo X1 SBC is also different from Arm-based single board computers since we can just install any x86-compatible operating system by ourselves, and w don’t need to flash a board-specific image like we would do with Arm SBCs and peripherals such as SPI, I2C or UART may be or may not usable immediately due to lack of supported drivers. We’ve already installed Ubuntu 22.04 on the Youyeetoo X1 in the first part of the review, so in the second part, we’ll […]

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