- https://github.com/google/qkeras
- https://www.tensorflow.org/lite/performance/post_training_quantization
- https://www.tensorflow.org/model_optimization/guide
- https://www.tensorflow.org/model_optimization/guide/pruning
- https://www.tensorflow.org/model_optimization/guide/clustering
- To be updated
- https://pytorch.org/docs/stable/quantization.html
- https://pytorch.org/tutorials/intermediate/pruning_tutorial.html
- https://pytorch.org/tutorials/beginner/Intro_to_TorchScript_tutorial.html
- https://pytorch.org/tutorials/advanced/cpp_export.html
- https://onnxruntime.ai/
- https://onnxruntime.ai/docs/performance/quantization.html
- https://onnxruntime.ai/docs/performance/graph-optimizations.html
- To be updated
- https://docs.openvino.ai/latest/home.html
- https://intellabs.github.io/distiller/quantization.html
- https://docs.xilinx.com/r/en-US/ug1414-vitis-ai/Custom-OP-Workflow
- https://www.deepspeed.ai/
- https://intel.github.io/neural-compressor/latest/docs/source/Welcome.html
- https://neuralmagic.com/sparseml/
- https://www.nebuly.com/modules/speedster
- Create Virtual Environment and Run Setup
pip install -e .