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1. Xilinx/finn Xilinx/finn Public

   Dataflow compiler for QNN inference on FPGAs

   Python 948 289

2. fastmachinelearning/qonnx fastmachinelearning/qonnx Public

   QONNX: Arbitrary-Precision Quantized Neural Networks in ONNX

   Python 178 57

3. EECS-NTNU/bismo EECS-NTNU/bismo Public

   BISMO: A Scalable Bit-Serial Matrix Multiplication Overlay for Reconfigurable Computing

   Scala 149 32

4. Xilinx/logicnets Xilinx/logicnets Public

   Train and deploy LUT-based neural networks on FPGAs

   Python 107 33

5. fpga-tidbits fpga-tidbits Public

   Chisel components for FPGA projects

   Verilog 128 28

6. Xilinx/finn-examples Xilinx/finn-examples Public

   Dataflow QNN inference accelerator examples on FPGAs

   Python 244 69