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1. XNOR-popcount-GEMM-PyTorch-CPU-CUDA XNOR-popcount-GEMM-PyTorch-CPU-CUDA Public

   A PyTorch implemenation of real XNOR-popcount (1-bit op) GEMM Linear PyTorch extension support both CPU and CUDA

   Python 26 4

2. pytorch/examples pytorch/examples Public

   A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

   Python 24.1k 9.8k

3. qualcomm/aimet qualcomm/aimet Public

   AIMET is a library that provides advanced quantization and compression techniques for trained neural network models.

   Python 2.7k 466

4. OpenPPL/ppq OpenPPL/ppq Public

   PPL Quantization Tool (PPQ) is a powerful offline neural network quantization tool.

   Python 1.8k 283

5. microsoft/onnxruntime microsoft/onnxruntime Public

   ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

   C++ 22k 4.3k

6. snudm-starlab/SensiMix snudm-starlab/SensiMix Public

   SensiMix: Sensitivity-Aware 8-bit Index & 1-bit Value Mixed Precision Quantization for BERT Compression (PLOS One)

   Python 33 1