├── .gitignore ├── .gitignore.main ├── .gitmodules ├── LICENSE ├── README.md ├── benchmark ├── bench_bmm.py ├── bench_decoder_layer.py ├── bench_dq_add_ln_q.py ├── bench_linear_kernels.py ├── bench_model.py ├── bench_opt.py ├── bench_opt_attention.py ├── bench_opt_decoder_layer.py ├── bench_qdq.py ├── bench_quant_linear.py ├── example_text.txt └── utils.py ├── environment.sh ├── profiling ├── profile_opt.py └── utils.py ├── requirements.txt ├── scripts ├── ablate_dynamic_quant.sh ├── ablate_quant_scheme.sh ├── bench_bmm.sh ├── bench_linear.sh ├── bench_linear_kernels.sh ├── bench_opt.sh ├── bench_opt_a100.sh ├── bench_opt_paper.sh ├── bench_quant_linear.sh ├── install.sh ├── link.sh ├── profile_nv.sh ├── profile_opt.sh └── profile_py.sh ├── setup.py ├── tests ├── test_bmm.py ├── test_bmm_shape.py ├── test_dq_add_ln_q.py ├── test_linear_kernels.py ├── test_linear_modules.py ├── test_linear_shape.py ├── test_opt.py ├── test_opt_attention.py ├── test_opt_decoder.py ├── test_opt_decoder_layer.py └── test_qdq.py └── torch_int ├── __init__.py ├── functional ├── __init__.py ├── bmm.py ├── fused.py └── quantization.py ├── kernels ├── bindings.cpp ├── bmm.cu ├── fused.cu ├── include │ ├── bmm.h │ ├── common.h │ ├── fused.h │ └── linear.h └── linear.cu ├── models ├── __init__.py └── opt.py ├── nn ├── __init__.py ├── bmm.py ├── fused.py └── linear.py └── utils └── __init__.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Guangxuan-Xiao/torch-int/HEAD/.gitignore -------------------------------------------------------------------------------- /.gitignore.main: -------------------------------------------------------------------------------- 1 | log/ 2 | -------------------------------------------------------------------------------- /.gitmodules: -------------------------------------------------------------------------------- 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