Simplifying AI to FPGA deployment, looking for opportunities

• nngen

  1 318 4.9 Python

  NNgen: A Fully-Customizable Hardware Synthesis Compiler for Deep Neural Network

  

Yes, like u/ComeGateMeBro, I also thought of hls4ml, and also something else I just found from Japan: NNgen, https://github.com/NNgen/nngen

• larq

  2 692 7.7 Python

  An Open-Source Library for Training Binarized Neural Networks

  

It is a difficult question. I work almost exclusively with open source, so I'm not much use to give you advice. Maybe you can see how Plumerai handles things -- they have some stuff proprietary, but they've also open-sourced their BNN Larq stuff: https://github.com/larq/larq

• WorkOS

  workos.com sponsored

  The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

  

• finn-examples

  1 158 1.0 Jupyter Notebook

  Dataflow QNN inference accelerator examples on FPGAs

  

FINN can implement arbitrary and mixed precision DNNs, not just BNNs. There is an examples git repo: https://github.com/Xilinx/finn-examples

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