Finn
Dataflow compiler for QNN inference on FPGAs
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Paddle Lite | 6,823 | 25 days ago | 1,220 | apache-2.0 | C++ | |||||
| PaddlePaddle High Performance Deep Learning Inference Engine for Mobile and Edge (飞桨高性能深度学习端侧推理引擎） | ||||||||||
| Neural Networks On Silicon | 1,696 | 4 months ago | ||||||||
| This is originally a collection of papers on neural network accelerators. Now it's more like my selection of research on deep learning and computer architecture. | ||||||||||
| Hls4ml | 1,104 | 4 days ago | 10 | November 16, 2023 | 164 | apache-2.0 | C++ | |||
| Machine learning on FPGAs using HLS | ||||||||||
| Brevitas | 1,015 |  | 2 | 3 months ago | 13 | December 08, 2023 | 142 | other | Python | |
| Brevitas: neural network quantization in PyTorch | ||||||||||
| Finn | 642 | | 2 | a month ago | 5 | November 04, 2021 | 66 | bsd-3-clause | Python | |
| Dataflow compiler for QNN inference on FPGAs | ||||||||||
| Embedded Neural Network | 547 | 3 months ago | n,ull | |||||||
| collection of works aiming at reducing model sizes or the ASIC/FPGA accelerator for machine learning | ||||||||||
| Spoonn | 156 | 4 years ago | 8 | agpl-3.0 | Jupyter Notebook | |||||
| FPGA-based neural network inference project with an end-to-end approach (from training to implementation to deployment) | ||||||||||
| Dana | 147 | 4 years ago | 24 | other | Scala | |||||
| Dynamically Allocated Neural Network Accelerator for the RISC-V Rocket Microprocessor in Chisel | ||||||||||
| Binarybrain | 118 | 7 months ago | 28 | August 15, 2023 | mit | C++ | ||||
| Binary Neural Network Framework for FPGA(Differentiable LUT) | ||||||||||
| Dnnweaver2 | 112 | 5 years ago | 10 | apache-2.0 | Jupyter Notebook | |||||
| Open Source Specialized Computing Stack for Accelerating Deep Neural Networks. | ||||||||||
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