CFU Playground: Full-Stack Open-Source Framework for TinyML Acceleration on FPGA(github.com)

30 pointsby blopeurvor 5 Jahren4 comments

CFU Playground: Full-Stack Open-Source Framework for TinyML Acceleration on FPGA

https://github.com/google/CFU-Playground

4 comments

Something of note here is the built-in Verilator and Renode simulation. If you don't physically have an FPGA but still want to try custom hardware acceleration this repo lets you simulate your improvements.

webmavenvor 5 Jahren

> Something of note here is the built-in Verilator and Renode simulation. If you don't physically have an FPGA but still want to try custom hardware acceleration this repo lets you simulate your improvements.

That's pretty cool. Is there any practical limit on the size or complexity of the simulated device?

ngcc_hkvor 5 Jahren

Finally find something useful for those fpga boards I collected last 2 years. Great!

blopeurvor 5 Jahren

Paper : https://arxiv.org/abs/2201.01863