utensor

Discussion related to "under the hood" OpenMV topics.
OutoftheBOTS
Posts: 88
Joined: Tue May 29, 2018 4:15 am

utensor

Postby OutoftheBOTS » Tue Oct 16, 2018 7:41 pm

Not sure if you guys seen this? https://github.com/uTensor/uTensor

They have developed a way of turning a trained NN into a cpp file to run on an MCU. The example they gave was they compressed a digit hand writing recognition CNN into 32kb and ran it on a MCU. From a quick read it seems they Quantization the floats into 8bit ints this reduces the NN to 25% size of original size and speeds up the matrices multiplication several fold. see https://petewarden.com/2016/05/03/how-t ... ensorflow/
User avatar
kwagyeman
Posts: 2401
Joined: Sun May 24, 2015 2:10 pm

Re: utensor

Postby kwagyeman » Tue Oct 16, 2018 8:30 pm

Yeah, I just met this guy at ARM Techcon. However, it seems like we are ahead of them on the tech side expect for them supporting tensor flow which is what Pete warden cares about.

They may target our platform soon.
Nyamekye,

Return to “Technical Discussion”

Who is online

Users browsing this forum: No registered users and 11 guests