MIPS Based TritonAI 64 AI IP Platform to Enable Inferencing & Training at the Edge

TritonAI 64 Block Diagram

After announcing their first MIPS Open release a few weeks ago, Wave Computing is back in the news with the announcement of TritonAI 64, an artificial intelligence IP platform combining MIPS 64-bit + SIMD open instruction set architecture with the company’s WaveTensor subsystem for the execution of convolutional neural network (CNN) algorithms, and WaveFlow flexible, scalable fabric for more complex AI algorithms. TritonAI 64 can scale up to 8 TOPS/Watt, over 10 TOPS/mm2 using a standard 7nm process node, and eventually would allow both inference and training at the edge. The platform supports 1 to 6 cores with MIPS64r6 ISA boasting the following features: 128-bit SIMD/FPU 8/16/32/int, 32/64 FP datatype support Virtualization extensions Superscalar 9-stage pipeline w/SMT Caches (32KB-64KB), DSPRAM (0-64KB) Advanced branch predict and MMU Integrated L2 cache (0-8MB, opt ECC) Power management (F/V gating, per CPU) Interrupt control with virtualization 256b native AXI4 or ACE interface Here’s the description provided by the company for their WaveTensor and WaveFlow …

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AMD Unveils Ryzen Embedded R1000 Dual Core Processors

Ryzen Embedded R1000

Last year, AMD launched Ryzen Embedded V1000 series processor found in UDOO BOLT single board computer, industrial motherboards, and rugged mini PCs. The company has now introduced their second Ryzen Embedded processor family with AMD Ryzen Embedded R1000 SoC based on the same Zen cores, and offering 3x the performance per watt against the previous AMD R-Series SoC, and 4x the performance per dollar compared to a system based on an Intel Core i3-7100U Kaby Lake processor. AMD Ryzen Embedded R1000 processors all come with two cores / four thread configuration, 1MB L2 cache, 4MB L3 cache, VEGA 3 graphics, support for three 4K displays, 4K60 video decode & encode, dual 10Gbit Ethernet, and a TDP configurable between 12W and 25W. Two Ryzen Embedded R1000 processors have been announced so far: Ryzen Embedded R1606G with 2.6 GHz base frequency, 3.5 GHz one-thread boost frequency, and 1.2 GHz GPU Ryzen Embedded R1505G with 2.4 GHz base frequency, 3.3 GHz one-thread boost …

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Geniatech APC810 SBC Supports HDMI Output & Input, ATSC TV Tuner

Geniatech APC810

Geniatech APC810 is yet another single board computer based on NXP i.MX 8M processor. The board comes with 3GB RAM, 16GB flash, Gigabit Ethernet, 802.11ac WiFi, HDMI 2.0 output as well as common interfaces or features such as HDMI 1.4 input, and an optional ATSC tuner. Geniatech APC810 specifications: SoC – NXP i.MX 8M quad core Cortex A53 processor @ 1.5GHz. Cortex-M4 real-time core, Vivante GC7000 GPU with support for OpenGL/ES 3.1, OpenGL 3.0, Open CL 1.2 System Memory – 3GB LPDDR4 Storage – 16GB eMMC flash (option:8GB/32GB), microSD Slot up to 64GB, M.2 socket for SATA Video I/O HDMI 2.0 output up to 4K @ 60 Hz HDMI 1.4a input MIPI DSI interface for LCD/AMOLED displays up to 1920×1080 resolution Video Playback – H.265 & VP9 up to 4K @ 60 fps, H.264 up to 4K @ 30 fps, MPEG-4/2 up to 1080p60, etc… Audio – Via HDMI, 4-pin speaker header Tuner – Optional ATSC tuner + RF antenna …

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Novasom M7 SBC aims to be a Drop-In Replacement for Raspberry Pi 3 in Industrial Projects

Novasom M7 Raspberry Pi Rockchip RK3328

Raspberry Pi boards are great for education and hobbyist projects, and while they are also found in industrial projects, they may not be the ideal solution for such commercial projects because of potential availability issues, stability issues in demanding environments, lack of certifications, and lack of commercial support. Novasom RASPMOOD family of SBCs aims to provide a drop-in replacement for Raspberry Pi based designs by providing mechanically and electrically compatible boards, as well as a software layer that allows the RASPMOOD boards to leverage the software you’ve already developed for your Raspberry Pi 3 design. Today we’ll specifically look at Novasom M7 “RASPMOOD” board – aka SBC-M7 – powered by a Rockchip RK3328 processor. Specifications: SoC – Rockchip RK3328 quad core Cortex-A53 processor with Mali-450MP4 GPU System Memory – Up to 4 GB DDR3 RAM Storage – Up to 256 GB eMMC Flash + uSD slot Video Output – HDMI 2.0 to to 4K @ 60 Hz, LVDS via external …

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Getting Started with balenaFin Developer Kit, balenaOS and balenaCloud

balenaFIN USB programming

balena Fin is a carrier board for Raspberry Pi Compute Module 3/3+ designed specifically for industrial applications leveraging fleet management services provided by Balena. I received balenaFin developer kit last month, and in the first part of the reviewed shows how to assemble the kit. I’m now had time to spend more time with the kit, as well as BalenaOS Linux based operating system optimized for running Docker containers on embedded devices, and balenaCloud services to manage a fleet of devices from a web dashboard. I’ve mostly followed the instructions in the getting started guides here and there, and will document what I had to do to prepare the image, flash it to the board, and load a sample docker application locally, and through balenaCloud. Downloading and Configuring BalenaOS for balena Fin You’ll find BalenaOS in the download page. While we are using hardware based on a Raspberry Pi Compute Module, make sure to select “Fin” instead of “Raspberry Pi”. …

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Batocera.Linux OS Combines Kodi & Retro Gaming for Raspberry Pi & ODROID Boards

batocera.linux

There are already several ways to run retro games on development boards, with for example RetroPie, and derivatives like RetrOrangePi, Lakka and Recalbox. Batocera.Linux is another option that I had never heard about so far, and works on PCs, as well as Raspberry Pi and ODROID boards, with ODROID-N2 support having been added very recently. batocera.linux operating system can easily be run from a USB flash drive on your computer without altering your existing OS, while it will boot from a standard microSD card on Raspberry Pi and ODROID boards. Beside retro-gaming support, the OS also includes Kodi media center for playing videos, or listening to music. You may even play games in it since retro-gaming support was added in Kodi 18. The partial compatibility table above shows all platforms have a different level of support, and for Intel hardware support more emulators than Arm based boards. The Orange arrow means it works but performance is poor, and the yellow …

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Panfrost is an Open Source Driver for Arm Mali Midgard GPUs

Panfrost open source arm gpu driver

Getting GPU drivers to work on Linux with Arm SoCs was really a struggle a few years ago due to close-sources binary blobs that required all bugs to be fixed by a single team. But in recent years we’ve seen good progress with open source mobile GPU drivers including Freedreno for Adreno GPUs, and Etnaviv for Vivante GPUs. Arm Mali also got its own open source Lima driver worked on for many years but only for older Utgard GPUs (Mali 400, Mali 450). However, during the Opensource GPU Drivers BoF at Linaro Connect Bangkok 2019, Rob Herring, Technical Architect at Linaro and Tomeu Vizoso, Principal Software Engineer at Collabora, discuss the status of drivers, and I learned about an open source driver for Mali Midgard (Mali-T6xx, Mali-T7xx) GPU called Panfrost. As we’ll see below, the driver is already capable of running basic demos, has been upstreamed to Mesa, and tested on Rockchip RK3288 / R3399, and Amlogic S912 with respectively …

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Kettlepop is a Limited Edition of a CHIP Pro Derivative with 8GB eMMC flash

KettlePop Board

Next Things Co. CHIP was a $9 Arm Linux board based on Allwinner R8 processor that become fairly popular due to its low price, built-in WiFi & Bluetooth connectivity, open source hardware design, and integration into fun kits such as PocketCHIP portable gaming console/ Linux handheld computer. Later the company expanded their product line with CHIP Pro featuring Allwinner GR8 system-in-package, and designed as a low profile system-on-module to make it more suitable for integration into commercial products. Sadly, the company eventually ran into financial problems, and had to fold later in 2018. However, later that year, a company called Source Parts announced they were working on Popcorn Computer, a derivative of C.H.I.P. board, and appears to have sold it through Amazon US for a time. But this morning, I was informed that a board called Kettlepop was added to HackerBoards database with Next Things Co. GR8 SiP, and also made by Source Parts. Kettlepop specifications: SiP – Next Thing …

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