├── LICENSE ├── README.md ├── ShelfNet18_realtime ├── ShelfBlock.py ├── __pycache__ │ ├── ShelfBlock.cpython-37.pyc │ ├── cityscapes.cpython-37.pyc │ ├── evaluate.cpython-37.pyc │ ├── logger.cpython-37.pyc │ ├── loss.cpython-37.pyc │ ├── optimizer.cpython-37.pyc │ ├── refinement_lightweight.cpython-37.pyc │ ├── resnet.cpython-37.pyc │ ├── shelfnet.cpython-37.pyc │ └── transform.cpython-37.pyc ├── cityscapes.py ├── cityscapes_info.json ├── evaluate.py ├── logger.py ├── loss.py ├── modules │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-37.pyc │ │ ├── bn.cpython-37.pyc │ │ ├── dense.cpython-37.pyc │ │ ├── functions.cpython-37.pyc │ │ ├── misc.cpython-37.pyc │ │ └── residual.cpython-37.pyc │ ├── bn.py │ ├── deeplab.py │ ├── dense.py │ ├── functions.py │ ├── misc.py │ ├── residual.py │ └── src │ │ ├── checks.h │ │ ├── inplace_abn.cpp │ │ ├── inplace_abn.h │ │ ├── inplace_abn_cpu.cpp │ │ ├── inplace_abn_cuda.cu │ │ ├── inplace_abn_cuda_half.cu │ │ └── utils │ │ ├── checks.h │ │ ├── common.h │ │ └── cuda.cuh ├── optimizer.py ├── refinement_lightweight.py ├── resnet.py ├── shelfnet.py ├── test_LWRF_speed.py ├── test_speed.py ├── train.py └── transform.py ├── ShelfNet34_non_realtime ├── ShelfBlock.py ├── __pycache__ │ ├── ShelfBlock.cpython-37.pyc │ ├── cityscapes.cpython-37.pyc │ ├── evaluate.cpython-37.pyc │ ├── logger.cpython-37.pyc │ ├── loss.cpython-37.pyc │ ├── optimizer.cpython-37.pyc │ ├── resnet.cpython-37.pyc │ ├── shelfnet.cpython-37.pyc │ └── transform.cpython-37.pyc ├── cityscapes.py ├── cityscapes_info.json ├── evaluate.py ├── logger.py ├── loss.py ├── modules │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-37.pyc │ │ ├── bn.cpython-37.pyc │ │ ├── dense.cpython-37.pyc │ │ ├── functions.cpython-37.pyc │ │ ├── misc.cpython-37.pyc │ │ └── residual.cpython-37.pyc │ ├── bn.py │ ├── deeplab.py │ ├── dense.py │ ├── functions.py │ ├── misc.py │ ├── residual.py │ └── src │ │ ├── checks.h │ │ ├── inplace_abn.cpp │ │ ├── inplace_abn.h │ │ ├── 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