├── .gitignore ├── .idea ├── .gitignore ├── VM-UNet-main.iml ├── deployment.xml ├── inspectionProfiles │ ├── Project_Default.xml │ └── profiles_settings.xml ├── misc.xml └── modules.xml ├── Ablation ├── a1_v1.py ├── a1_v2.py ├── b2_v1.py ├── b2_v2.py └── b2_v3.py ├── LICENSE ├── README.md ├── assets ├── mamba.png ├── overreview1.png ├── overreview2.png └── result.png ├── configs └── config_setting.py ├── data └── README.md ├── engine.py ├── kernels └── selective_scan │ ├── README.md │ ├── csrc │ └── selective_scan │ │ ├── cub_extra.cuh │ │ ├── cus │ │ ├── selective_scan.cpp │ │ ├── selective_scan_bwd_kernel.cuh │ │ ├── selective_scan_core_bwd.cu │ │ ├── selective_scan_core_fwd.cu │ │ └── selective_scan_fwd_kernel.cuh │ │ ├── cusndstate │ │ ├── selective_scan_bwd_kernel_ndstate.cuh │ │ ├── selective_scan_core_bwd.cu │ │ ├── selective_scan_core_fwd.cu │ │ ├── selective_scan_fwd_kernel_ndstate.cuh │ │ ├── selective_scan_ndstate.cpp │ │ └── selective_scan_ndstate.h │ │ ├── cusnrow │ │ ├── selective_scan_bwd_kernel_nrow.cuh │ │ ├── selective_scan_core_bwd.cu │ │ ├── selective_scan_core_bwd2.cu │ │ ├── selective_scan_core_bwd3.cu │ │ ├── selective_scan_core_bwd4.cu │ │ ├── selective_scan_core_fwd.cu │ │ ├── selective_scan_core_fwd2.cu │ │ ├── selective_scan_core_fwd3.cu │ │ ├── selective_scan_core_fwd4.cu │ │ ├── selective_scan_fwd_kernel_nrow.cuh │ │ └── selective_scan_nrow.cpp │ │ ├── cusoflex │ │ ├── selective_scan_bwd_kernel_oflex.cuh │ │ ├── selective_scan_core_bwd.cu │ │ ├── selective_scan_core_fwd.cu │ │ ├── selective_scan_fwd_kernel_oflex.cuh │ │ └── selective_scan_oflex.cpp │ │ ├── reverse_scan.cuh │ │ ├── selective_scan.h │ │ ├── selective_scan_common.h │ │ ├── static_switch.h │ │ └── uninitialized_copy.cuh │ ├── setup.py │ ├── test_selective_scan.py │ ├── test_selective_scan_easy.py │ └── test_selective_scan_speed.py ├── models ├── SkinMamba.py └── freqency.py ├── mydatasets └── dataset.py ├── pre_trained_weights └── README.md ├── results └── README.md ├── train.py └── utils.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zs1314/SkinMamba/HEAD/.gitignore -------------------------------------------------------------------------------- /.idea/.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zs1314/SkinMamba/HEAD/.idea/.gitignore -------------------------------------------------------------------------------- /.idea/VM-UNet-main.iml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zs1314/SkinMamba/HEAD/.idea/VM-UNet-main.iml -------------------------------------------------------------------------------- /.idea/deployment.xml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zs1314/SkinMamba/HEAD/.idea/deployment.xml -------------------------------------------------------------------------------- /.idea/inspectionProfiles/Project_Default.xml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zs1314/SkinMamba/HEAD/.idea/inspectionProfiles/Project_Default.xml -------------------------------------------------------------------------------- /.idea/inspectionProfiles/profiles_settings.xml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zs1314/SkinMamba/HEAD/.idea/inspectionProfiles/profiles_settings.xml -------------------------------------------------------------------------------- /.idea/misc.xml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zs1314/SkinMamba/HEAD/.idea/misc.xml -------------------------------------------------------------------------------- /.idea/modules.xml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zs1314/SkinMamba/HEAD/.idea/modules.xml -------------------------------------------------------------------------------- /Ablation/a1_v1.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zs1314/SkinMamba/HEAD/Ablation/a1_v1.py -------------------------------------------------------------------------------- /Ablation/a1_v2.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zs1314/SkinMamba/HEAD/Ablation/a1_v2.py -------------------------------------------------------------------------------- /Ablation/b2_v1.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zs1314/SkinMamba/HEAD/Ablation/b2_v1.py -------------------------------------------------------------------------------- /Ablation/b2_v2.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zs1314/SkinMamba/HEAD/Ablation/b2_v2.py -------------------------------------------------------------------------------- /Ablation/b2_v3.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zs1314/SkinMamba/HEAD/Ablation/b2_v3.py -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zs1314/SkinMamba/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zs1314/SkinMamba/HEAD/README.md -------------------------------------------------------------------------------- /assets/mamba.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zs1314/SkinMamba/HEAD/assets/mamba.png -------------------------------------------------------------------------------- /assets/overreview1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zs1314/SkinMamba/HEAD/assets/overreview1.png -------------------------------------------------------------------------------- /assets/overreview2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zs1314/SkinMamba/HEAD/assets/overreview2.png -------------------------------------------------------------------------------- /assets/result.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zs1314/SkinMamba/HEAD/assets/result.png -------------------------------------------------------------------------------- /configs/config_setting.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zs1314/SkinMamba/HEAD/configs/config_setting.py -------------------------------------------------------------------------------- /data/README.md: -------------------------------------------------------------------------------- 1 | You could put the datasets here. -------------------------------------------------------------------------------- /engine.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zs1314/SkinMamba/HEAD/engine.py -------------------------------------------------------------------------------- /kernels/selective_scan/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zs1314/SkinMamba/HEAD/kernels/selective_scan/README.md -------------------------------------------------------------------------------- /kernels/selective_scan/csrc/selective_scan/cub_extra.cuh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zs1314/SkinMamba/HEAD/kernels/selective_scan/csrc/selective_scan/cub_extra.cuh -------------------------------------------------------------------------------- /kernels/selective_scan/csrc/selective_scan/cus/selective_scan.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zs1314/SkinMamba/HEAD/kernels/selective_scan/csrc/selective_scan/cus/selective_scan.cpp -------------------------------------------------------------------------------- /kernels/selective_scan/csrc/selective_scan/cus/selective_scan_bwd_kernel.cuh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zs1314/SkinMamba/HEAD/kernels/selective_scan/csrc/selective_scan/cus/selective_scan_bwd_kernel.cuh -------------------------------------------------------------------------------- /kernels/selective_scan/csrc/selective_scan/cus/selective_scan_core_bwd.cu: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zs1314/SkinMamba/HEAD/kernels/selective_scan/csrc/selective_scan/cus/selective_scan_core_bwd.cu -------------------------------------------------------------------------------- /kernels/selective_scan/csrc/selective_scan/cus/selective_scan_core_fwd.cu: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zs1314/SkinMamba/HEAD/kernels/selective_scan/csrc/selective_scan/cus/selective_scan_core_fwd.cu -------------------------------------------------------------------------------- /kernels/selective_scan/csrc/selective_scan/cus/selective_scan_fwd_kernel.cuh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zs1314/SkinMamba/HEAD/kernels/selective_scan/csrc/selective_scan/cus/selective_scan_fwd_kernel.cuh -------------------------------------------------------------------------------- /kernels/selective_scan/csrc/selective_scan/cusndstate/selective_scan_bwd_kernel_ndstate.cuh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zs1314/SkinMamba/HEAD/kernels/selective_scan/csrc/selective_scan/cusndstate/selective_scan_bwd_kernel_ndstate.cuh -------------------------------------------------------------------------------- /kernels/selective_scan/csrc/selective_scan/cusndstate/selective_scan_core_bwd.cu: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zs1314/SkinMamba/HEAD/kernels/selective_scan/csrc/selective_scan/cusndstate/selective_scan_core_bwd.cu -------------------------------------------------------------------------------- /kernels/selective_scan/csrc/selective_scan/cusndstate/selective_scan_core_fwd.cu: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zs1314/SkinMamba/HEAD/kernels/selective_scan/csrc/selective_scan/cusndstate/selective_scan_core_fwd.cu -------------------------------------------------------------------------------- /kernels/selective_scan/csrc/selective_scan/cusndstate/selective_scan_fwd_kernel_ndstate.cuh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zs1314/SkinMamba/HEAD/kernels/selective_scan/csrc/selective_scan/cusndstate/selective_scan_fwd_kernel_ndstate.cuh -------------------------------------------------------------------------------- /kernels/selective_scan/csrc/selective_scan/cusndstate/selective_scan_ndstate.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zs1314/SkinMamba/HEAD/kernels/selective_scan/csrc/selective_scan/cusndstate/selective_scan_ndstate.cpp -------------------------------------------------------------------------------- /kernels/selective_scan/csrc/selective_scan/cusndstate/selective_scan_ndstate.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zs1314/SkinMamba/HEAD/kernels/selective_scan/csrc/selective_scan/cusndstate/selective_scan_ndstate.h -------------------------------------------------------------------------------- /kernels/selective_scan/csrc/selective_scan/cusnrow/selective_scan_bwd_kernel_nrow.cuh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zs1314/SkinMamba/HEAD/kernels/selective_scan/csrc/selective_scan/cusnrow/selective_scan_bwd_kernel_nrow.cuh -------------------------------------------------------------------------------- /kernels/selective_scan/csrc/selective_scan/cusnrow/selective_scan_core_bwd.cu: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zs1314/SkinMamba/HEAD/kernels/selective_scan/csrc/selective_scan/cusnrow/selective_scan_core_bwd.cu -------------------------------------------------------------------------------- /kernels/selective_scan/csrc/selective_scan/cusnrow/selective_scan_core_bwd2.cu: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zs1314/SkinMamba/HEAD/kernels/selective_scan/csrc/selective_scan/cusnrow/selective_scan_core_bwd2.cu -------------------------------------------------------------------------------- /kernels/selective_scan/csrc/selective_scan/cusnrow/selective_scan_core_bwd3.cu: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zs1314/SkinMamba/HEAD/kernels/selective_scan/csrc/selective_scan/cusnrow/selective_scan_core_bwd3.cu -------------------------------------------------------------------------------- /kernels/selective_scan/csrc/selective_scan/cusnrow/selective_scan_core_bwd4.cu: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zs1314/SkinMamba/HEAD/kernels/selective_scan/csrc/selective_scan/cusnrow/selective_scan_core_bwd4.cu -------------------------------------------------------------------------------- /kernels/selective_scan/csrc/selective_scan/cusnrow/selective_scan_core_fwd.cu: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zs1314/SkinMamba/HEAD/kernels/selective_scan/csrc/selective_scan/cusnrow/selective_scan_core_fwd.cu -------------------------------------------------------------------------------- /kernels/selective_scan/csrc/selective_scan/cusnrow/selective_scan_core_fwd2.cu: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zs1314/SkinMamba/HEAD/kernels/selective_scan/csrc/selective_scan/cusnrow/selective_scan_core_fwd2.cu -------------------------------------------------------------------------------- /kernels/selective_scan/csrc/selective_scan/cusnrow/selective_scan_core_fwd3.cu: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zs1314/SkinMamba/HEAD/kernels/selective_scan/csrc/selective_scan/cusnrow/selective_scan_core_fwd3.cu -------------------------------------------------------------------------------- /kernels/selective_scan/csrc/selective_scan/cusnrow/selective_scan_core_fwd4.cu: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zs1314/SkinMamba/HEAD/kernels/selective_scan/csrc/selective_scan/cusnrow/selective_scan_core_fwd4.cu -------------------------------------------------------------------------------- /kernels/selective_scan/csrc/selective_scan/cusnrow/selective_scan_fwd_kernel_nrow.cuh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zs1314/SkinMamba/HEAD/kernels/selective_scan/csrc/selective_scan/cusnrow/selective_scan_fwd_kernel_nrow.cuh -------------------------------------------------------------------------------- /kernels/selective_scan/csrc/selective_scan/cusnrow/selective_scan_nrow.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zs1314/SkinMamba/HEAD/kernels/selective_scan/csrc/selective_scan/cusnrow/selective_scan_nrow.cpp -------------------------------------------------------------------------------- /kernels/selective_scan/csrc/selective_scan/cusoflex/selective_scan_bwd_kernel_oflex.cuh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zs1314/SkinMamba/HEAD/kernels/selective_scan/csrc/selective_scan/cusoflex/selective_scan_bwd_kernel_oflex.cuh -------------------------------------------------------------------------------- /kernels/selective_scan/csrc/selective_scan/cusoflex/selective_scan_core_bwd.cu: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zs1314/SkinMamba/HEAD/kernels/selective_scan/csrc/selective_scan/cusoflex/selective_scan_core_bwd.cu -------------------------------------------------------------------------------- /kernels/selective_scan/csrc/selective_scan/cusoflex/selective_scan_core_fwd.cu: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zs1314/SkinMamba/HEAD/kernels/selective_scan/csrc/selective_scan/cusoflex/selective_scan_core_fwd.cu -------------------------------------------------------------------------------- /kernels/selective_scan/csrc/selective_scan/cusoflex/selective_scan_fwd_kernel_oflex.cuh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zs1314/SkinMamba/HEAD/kernels/selective_scan/csrc/selective_scan/cusoflex/selective_scan_fwd_kernel_oflex.cuh -------------------------------------------------------------------------------- /kernels/selective_scan/csrc/selective_scan/cusoflex/selective_scan_oflex.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zs1314/SkinMamba/HEAD/kernels/selective_scan/csrc/selective_scan/cusoflex/selective_scan_oflex.cpp -------------------------------------------------------------------------------- /kernels/selective_scan/csrc/selective_scan/reverse_scan.cuh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zs1314/SkinMamba/HEAD/kernels/selective_scan/csrc/selective_scan/reverse_scan.cuh -------------------------------------------------------------------------------- /kernels/selective_scan/csrc/selective_scan/selective_scan.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zs1314/SkinMamba/HEAD/kernels/selective_scan/csrc/selective_scan/selective_scan.h -------------------------------------------------------------------------------- /kernels/selective_scan/csrc/selective_scan/selective_scan_common.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zs1314/SkinMamba/HEAD/kernels/selective_scan/csrc/selective_scan/selective_scan_common.h -------------------------------------------------------------------------------- /kernels/selective_scan/csrc/selective_scan/static_switch.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zs1314/SkinMamba/HEAD/kernels/selective_scan/csrc/selective_scan/static_switch.h -------------------------------------------------------------------------------- /kernels/selective_scan/csrc/selective_scan/uninitialized_copy.cuh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zs1314/SkinMamba/HEAD/kernels/selective_scan/csrc/selective_scan/uninitialized_copy.cuh -------------------------------------------------------------------------------- /kernels/selective_scan/setup.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zs1314/SkinMamba/HEAD/kernels/selective_scan/setup.py -------------------------------------------------------------------------------- /kernels/selective_scan/test_selective_scan.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zs1314/SkinMamba/HEAD/kernels/selective_scan/test_selective_scan.py -------------------------------------------------------------------------------- /kernels/selective_scan/test_selective_scan_easy.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zs1314/SkinMamba/HEAD/kernels/selective_scan/test_selective_scan_easy.py -------------------------------------------------------------------------------- /kernels/selective_scan/test_selective_scan_speed.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zs1314/SkinMamba/HEAD/kernels/selective_scan/test_selective_scan_speed.py -------------------------------------------------------------------------------- /models/SkinMamba.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zs1314/SkinMamba/HEAD/models/SkinMamba.py -------------------------------------------------------------------------------- /models/freqency.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zs1314/SkinMamba/HEAD/models/freqency.py -------------------------------------------------------------------------------- /mydatasets/dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zs1314/SkinMamba/HEAD/mydatasets/dataset.py -------------------------------------------------------------------------------- /pre_trained_weights/README.md: -------------------------------------------------------------------------------- 1 | You could download the weights 2 | -------------------------------------------------------------------------------- /results/README.md: -------------------------------------------------------------------------------- 1 | The results of experiments could be found here. 2 | -------------------------------------------------------------------------------- /train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zs1314/SkinMamba/HEAD/train.py -------------------------------------------------------------------------------- /utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zs1314/SkinMamba/HEAD/utils.py --------------------------------------------------------------------------------