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setup.py
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setup.py
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import os
import subprocess
from setuptools import find_packages, setup
from torch.utils.cpp_extension import BuildExtension, CUDAExtension
def get_git_commit_number():
if not os.path.exists('.git'):
return '0000000'
cmd_out = subprocess.run(
['git', 'rev-parse', 'HEAD'], stdout=subprocess.PIPE)
git_commit_number = cmd_out.stdout.decode('utf-8')[:7]
return git_commit_number
def make_cuda_ext(name, module, sources, define_macros=None, extra_compile_args=None):
cuda_ext = CUDAExtension(
name='%s.%s' % (module, name),
sources=[os.path.join(*module.split('.'), src) for src in sources],
define_macros=define_macros,
extra_compile_args=extra_compile_args
)
return cuda_ext
if __name__ == '__main__':
version = '0.1.0+%s' % get_git_commit_number()
setup(
name='pcdet',
version=version,
description='Deep Stereo Geometry Network',
install_requires=[
'numpy',
'torch>=1.1',
'spconv',
'numba',
'tensorboardX',
'easydict',
'pyyaml'
],
license='Apache License 2.0',
packages=find_packages(exclude=['tools']),
cmdclass={'build_ext': BuildExtension},
ext_modules=[
make_cuda_ext(
name='iou3d_nms_cuda',
module='pcdet.ops.iou3d_nms',
sources=[
'src/iou3d_cpu.cpp',
'src/iou3d_nms_api.cpp',
'src/iou3d_nms.cpp',
'src/iou3d_nms_kernel.cu',
]
),
make_cuda_ext(
name='build_cost_volume_cuda',
module='pcdet.ops.build_cost_volume',
sources=[
'src/BuildCostVolume.cpp',
'src/BuildCostVolume_cuda.cu',
],
define_macros=[("WITH_CUDA", None)]
),
make_cuda_ext(
name='build_dps_cost_volume_cuda',
module='pcdet.ops.build_dps_cost_volume',
sources=[
'src/BuildDpsCostVolume.cpp',
'src/BuildDpsCostVolume_cuda.cu',
],
define_macros=[("WITH_CUDA", None)]
),
make_cuda_ext(
name='build_geometry_volume_cuda',
module='pcdet.ops.build_geometry_volume',
sources=[
'src/BuildGeometryVolume.cpp',
'src/BuildGeometryVolume_cuda.cu',
],
define_macros=[("WITH_CUDA", None)]
),
make_cuda_ext(
name='build_dps_geometry_volume_cuda',
module='pcdet.ops.build_dps_geometry_volume',
sources=[
'src/BuildDpsGeometryVolume.cpp',
'src/BuildDpsGeometryVolume_cuda.cu',
],
define_macros=[("WITH_CUDA", None)]
),
make_cuda_ext(
name='roiaware_pool3d_cuda',
module='pcdet.ops.roiaware_pool3d',
sources=[
'src/roiaware_pool3d.cpp',
'src/roiaware_pool3d_kernel.cu',
]
),
make_cuda_ext(
name='roipoint_pool3d_cuda',
module='pcdet.ops.roipoint_pool3d',
sources=[
'src/roipoint_pool3d.cpp',
'src/roipoint_pool3d_kernel.cu',
]
),
make_cuda_ext(
name='pointnet2_stack_cuda',
module='pcdet.ops.pointnet2.pointnet2_stack',
sources=[
'src/pointnet2_api.cpp',
'src/ball_query.cpp',
'src/ball_query_gpu.cu',
'src/group_points.cpp',
'src/group_points_gpu.cu',
'src/sampling.cpp',
'src/sampling_gpu.cu',
'src/interpolate.cpp',
'src/interpolate_gpu.cu',
'src/voxel_query.cpp',
'src/voxel_query_gpu.cu',
'src/vector_pool.cpp',
'src/vector_pool_gpu.cu'
],
),
make_cuda_ext(
name='pointnet2_batch_cuda',
module='pcdet.ops.pointnet2.pointnet2_batch',
sources=[
'src/pointnet2_api.cpp',
'src/ball_query.cpp',
'src/ball_query_gpu.cu',
'src/group_points.cpp',
'src/group_points_gpu.cu',
'src/interpolate.cpp',
'src/interpolate_gpu.cu',
'src/sampling.cpp',
'src/sampling_gpu.cu',
],
),
],
)