├── .gitignore ├── README.md ├── dataloader.py ├── image ├── acc.png └── time.png ├── main.py ├── quant_affine.py ├── quant_model.py ├── quant_modules.py ├── quant_utils.py ├── run.sh ├── run_ablation.sh ├── squant-kernel ├── quant.cpp ├── quant_kernel.cu └── setup.py └── squant_function.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/clevercool/SQuant/HEAD/.gitignore -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/clevercool/SQuant/HEAD/README.md -------------------------------------------------------------------------------- /dataloader.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/clevercool/SQuant/HEAD/dataloader.py -------------------------------------------------------------------------------- /image/acc.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/clevercool/SQuant/HEAD/image/acc.png -------------------------------------------------------------------------------- /image/time.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/clevercool/SQuant/HEAD/image/time.png -------------------------------------------------------------------------------- /main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/clevercool/SQuant/HEAD/main.py -------------------------------------------------------------------------------- /quant_affine.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/clevercool/SQuant/HEAD/quant_affine.py -------------------------------------------------------------------------------- /quant_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/clevercool/SQuant/HEAD/quant_model.py -------------------------------------------------------------------------------- /quant_modules.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/clevercool/SQuant/HEAD/quant_modules.py -------------------------------------------------------------------------------- /quant_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/clevercool/SQuant/HEAD/quant_utils.py -------------------------------------------------------------------------------- /run.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/clevercool/SQuant/HEAD/run.sh -------------------------------------------------------------------------------- /run_ablation.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/clevercool/SQuant/HEAD/run_ablation.sh -------------------------------------------------------------------------------- /squant-kernel/quant.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/clevercool/SQuant/HEAD/squant-kernel/quant.cpp -------------------------------------------------------------------------------- /squant-kernel/quant_kernel.cu: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/clevercool/SQuant/HEAD/squant-kernel/quant_kernel.cu -------------------------------------------------------------------------------- /squant-kernel/setup.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/clevercool/SQuant/HEAD/squant-kernel/setup.py -------------------------------------------------------------------------------- /squant_function.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/clevercool/SQuant/HEAD/squant_function.py --------------------------------------------------------------------------------