Unveiling the True Performance of μNPU Chips: What to Look for Beyond GOPs?

Unveiling the True Performance of μNPU Chips: What to Look for Beyond GOPs?

Hello everyone! Today, we are going to discuss an increasingly popular topic—edge AI and the microchips designed for it. With the proliferation of applications such as smart homes, wearable devices, and smart security, there is a growing need to run AI models locally on devices (rather than in the cloud). The benefits are numerous: faster … Read more

Mobile Processor (SoC) Ladder Chart – January 2024

Mobile Processor (SoC) Ladder Chart - January 2024

Explanation of the Ladder Chart ① The CPU scores have been updated to GeekBench 6, and the GPU scores are from 3DMark WildLife. The total score is calculated using a formula I designed to help everyone understand the processor rankings more intuitively. If you are familiar with processor-related knowledge, I recommend referring to the individual … Read more

How Does the Raspberry Pi 5 Compare to Previous Models? Real-World Test Data Speaks!

How Does the Raspberry Pi 5 Compare to Previous Models? Real-World Test Data Speaks!

Author: DigiKey Editor Keywords: Development Board, Open Source Hardware, Evaluation Abstract This article is a comparative evaluation of the Raspberry Pi 5 and its predecessors. It details the key hardware specifications of four Raspberry Pi models and compares their performance in CPU, memory, network, NGINX server performance, and TF card read/write speeds through practical testing, … Read more

What Makes NVIDIA Jetson AGX Orin More Expensive Than Jetson AGX Xavier?

What Makes NVIDIA Jetson AGX Orin More Expensive Than Jetson AGX Xavier?

The official price of the NVIDIA Jetson AGX Orin development kit is $1999, while the Jetson AGX Xavier development kit, released three years ago, had an official price of $899 (it is now discontinued and unavailable). Many users are surprised at the significant price increase; what exactly accounts for this difference? Today, I found a … Read more

Performance Comparison of Virtualization Software

Performance Comparison of Virtualization Software

Produced by Kong Sang First published on WeChat account Kong Sang WeChat ID: OpenDataFoundation After tinkering with the home network, it’s almost time to timeout. Here’s a simple article. Test Results CPU The detailed entries come from the GPGPU testing section of AIDA64. Due to many peculiar issues in this section, and the big-little core … Read more

Minimalist Poem Guide

Minimalist Poem Guide

Minimalist Poem Guide Poem is a web framework written in Rust. It provides a concise API and is feature-rich, exceeding what you typically find in microframeworks. It can decouple itself from many of the main features of web frameworks, offering developers as much flexibility as possible. In short, Poem focuses on simplicity, allowing you to … Read more

Maximizing Performance on Raspberry Pi with Valkey

Maximizing Performance on Raspberry Pi with Valkey

Author: David Tippett Conducting extensive performance testing on the Raspberry Pi may seem a bit dull, but it made me realize the complexity of performance testing. For example, in some of the tests below, I actually exhausted all the resources of the Raspberry Pi, leading to poor performance. Each application’s performance characteristics are different, so … Read more