finn-examples
nngen
| finn-examples | nngen | |
|---|---|---|
| 1 | 1 | |
| 161 | 319 | |
| 4.3% | 1.9% | |
| 0.0 | 4.9 | |
| 3 days ago | 7 months ago | |
| Jupyter Notebook | Python | |
| BSD 3-clause "New" or "Revised" License | Apache License 2.0 |
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finn-examples
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Simplifying AI to FPGA deployment, looking for opportunities
FINN can implement arbitrary and mixed precision DNNs, not just BNNs. There is an examples git repo: https://github.com/Xilinx/finn-examples
nngen
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Simplifying AI to FPGA deployment, looking for opportunities
Yes, like u/ComeGateMeBro, I also thought of hls4ml, and also something else I just found from Japan: NNgen, https://github.com/NNgen/nngen
What are some alternatives?
Vitis-Tutorials - Vitis In-Depth Tutorials
TensorLayer - Deep Learning and Reinforcement Learning Library for Scientists and Engineers
f4pga-arch-defs - FOSS architecture definitions of FPGA hardware useful for doing PnR device generation.
Pyverilog - Python-based Hardware Design Processing Toolkit for Verilog HDL
larq - An Open-Source Library for Training Binarized Neural Networks
PipelineC - A C-like hardware description language (HDL) adding high level synthesis(HLS)-like automatic pipelining as a language construct/compiler feature.
rfsoc_studio - The Strathclyde RFSoC Studio Installer for PYNQ.
nni - An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
Alveo-PYNQ - Introductory examples for using PYNQ with Alveo
PYNQ - Python Productivity for ZYNQ
dace - DaCe - Data Centric Parallel Programming