We demonstrate that MXINT8/NVINT4 quantization formats are more accurate than their FP counterparts form both theoretical and practical scenarios. More details can be found in our paper INT v.s. FP: A ...

You can create a release to package software, along with release notes and links to binary files, for other people to use. Learn more about releases in our docs.

Claimed to be one of only two prototypes in the world, today's Nice Price or No Dice Python commands both the land and the sea. Let's find out if its price tag also commands our attention. If you're a ...

TinyML is an incredibly powerful piece of software, and you can easily train your own model and deploy it on an ESP32.

Abstract: Floating-point computing-in-memory (FP-CIM) has emerged as a promising approach to enhance the energy efficiency of cloud and edge artificial intelligence (AI) devices. However, recent ...

A recently published Hull City Council document details how various parts of the city centre could look in twenty years time. The Council's City Centre Vision (CCV) document sets out how the city ...