For anyone who has trouble installing MinkowskiEngine during setup, this may be helpful

[nekoshadow1]

When installing MinkowskiEngine during setup, I had the following error: RuntimeError: The current installed version of g++ (10.2.1) is greater than the maximum required version by CUDA 11.3 (10.0.0). Please make sure to use an adequate version of g++ (>=5.0.0, <=10.0.0).

After trying different approaches, finally the following solution works for me: https://github.com/NVIDIA/MinkowskiEngine/issues/529#issuecomment-1491167142

[nekoshadow1]

Plus, if you are using GCP like me, you may encounter the same error as above for other packages as well. To solve the root cause, you may consider using a lower gcc/g++ version (e.g., 9.5.0). But, you don't have to uninstall the existing gcc/g++. Instead, you can use spack to manage different versions of gcc/g++. Check out the solution here for details: https://jchuynh.medium.com/how-to-solve-cuda-incompatibility-with-high-versions-of-gcc-f47ef966bb15

[kaoutar-elmouh]

hello I'm trying to install 'MinkowskiEngine' on Google Colab, but it shows an error. Do you know how to solve it, considering that this problem only occurs when I use the GPU? When I work on the CPU, it installs without any issues this is th error:

''' /content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine WARNING: Skipping MinkowskiEngine as it is not installed.

| CUDA compilation set |

/content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/setup.py:201: DeprecationWarning:

numpy.distutils is deprecated since NumPy 1.23.0, as a result of the deprecation of distutils itself. It will be removed for Python >= 3.12. For older Python versions it will remain present. It is recommended to use setuptools < 60.0 for those Python versions. For more details, see: https://numpy.org/devdocs/reference/distutils_status_migration.html

import numpy.distutils.system_info as sysinfo

Using BLAS=openblas Using the default compiler running install /usr/local/lib/python3.10/dist-packages/setuptools/_distutils/cmd.py:66: SetuptoolsDeprecationWarning: setup.py install is deprecated. !!

    ********************************************************************************
    Please avoid running ``setup.py`` directly.
    Instead, use pypa/build, pypa/installer, pypa/build or
    other standards-based tools.

    See https://blog.ganssle.io/articles/2021/10/setup-py-deprecated.html for details.
    ********************************************************************************

!! self.initialize_options() /usr/local/lib/python3.10/dist-packages/setuptools/_distutils/cmd.py:66: EasyInstallDeprecationWarning: easy_install command is deprecated. !!

    ********************************************************************************
    Please avoid running ``setup.py`` and ``easy_install``.
    Instead, use pypa/build, pypa/installer, pypa/build or
    other standards-based tools.

    See https://github.com/pypa/setuptools/issues/917 for details.
    ********************************************************************************

!! self.initialize_options() running bdist_egg running egg_info writing MinkowskiEngine.egg-info/PKG-INFO writing dependency_links to MinkowskiEngine.egg-info/dependency_links.txt writing requirements to MinkowskiEngine.egg-info/requires.txt writing top-level names to MinkowskiEngine.egg-info/top_level.txt /usr/local/lib/python3.10/dist-packages/torch/utils/cpp_extension.py:499: UserWarning: Attempted to use ninja as the BuildExtension backend but we could not find ninja.. Falling back to using the slow distutils backend. warnings.warn(msg.format('we could not find ninja.')) reading manifest file 'MinkowskiEngine.egg-info/SOURCES.txt' reading manifest template 'MANIFEST.in' adding license file 'LICENSE' writing manifest file 'MinkowskiEngine.egg-info/SOURCES.txt' installing library code to build/bdist.linux-x86_64/egg running install_lib running build_py creating build creating build/lib.linux-x86_64-cpython-310 creating build/lib.linux-x86_64-cpython-310/MinkowskiEngine copying ./MinkowskiEngine/MinkowskiBroadcast.py -> build/lib.linux-x86_64-cpython-310/MinkowskiEngine copying ./MinkowskiEngine/MinkowskiChannelwiseConvolution.py -> build/lib.linux-x86_64-cpython-310/MinkowskiEngine copying ./MinkowskiEngine/MinkowskiCommon.py -> build/lib.linux-x86_64-cpython-310/MinkowskiEngine copying ./MinkowskiEngine/MinkowskiConvolution.py -> build/lib.linux-x86_64-cpython-310/MinkowskiEngine copying ./MinkowskiEngine/MinkowskiCoordinateManager.py -> build/lib.linux-x86_64-cpython-310/MinkowskiEngine copying ./MinkowskiEngine/MinkowskiFunctional.py -> build/lib.linux-x86_64-cpython-310/MinkowskiEngine copying ./MinkowskiEngine/MinkowskiInterpolation.py -> build/lib.linux-x86_64-cpython-310/MinkowskiEngine copying ./MinkowskiEngine/MinkowskiKernelGenerator.py -> build/lib.linux-x86_64-cpython-310/MinkowskiEngine copying ./MinkowskiEngine/MinkowskiNetwork.py -> build/lib.linux-x86_64-cpython-310/MinkowskiEngine copying ./MinkowskiEngine/MinkowskiNonlinearity.py -> build/lib.linux-x86_64-cpython-310/MinkowskiEngine copying ./MinkowskiEngine/MinkowskiNormalization.py -> build/lib.linux-x86_64-cpython-310/MinkowskiEngine copying ./MinkowskiEngine/MinkowskiOps.py -> build/lib.linux-x86_64-cpython-310/MinkowskiEngine copying ./MinkowskiEngine/MinkowskiPooling.py -> build/lib.linux-x86_64-cpython-310/MinkowskiEngine copying ./MinkowskiEngine/MinkowskiPruning.py -> build/lib.linux-x86_64-cpython-310/MinkowskiEngine copying ./MinkowskiEngine/MinkowskiSparseTensor.py -> build/lib.linux-x86_64-cpython-310/MinkowskiEngine copying ./MinkowskiEngine/MinkowskiTensor.py -> build/lib.linux-x86_64-cpython-310/MinkowskiEngine copying ./MinkowskiEngine/MinkowskiTensorField.py -> build/lib.linux-x86_64-cpython-310/MinkowskiEngine copying ./MinkowskiEngine/MinkowskiUnion.py -> build/lib.linux-x86_64-cpython-310/MinkowskiEngine copying ./MinkowskiEngine/init.py -> build/lib.linux-x86_64-cpython-310/MinkowskiEngine copying ./MinkowskiEngine/diagnostics.py -> build/lib.linux-x86_64-cpython-310/MinkowskiEngine copying ./MinkowskiEngine/sparse_matrix_functions.py -> build/lib.linux-x86_64-cpython-310/MinkowskiEngine creating build/lib.linux-x86_64-cpython-310/MinkowskiEngine/utils copying ./MinkowskiEngine/utils/init.py -> build/lib.linux-x86_64-cpython-310/MinkowskiEngine/utils copying ./MinkowskiEngine/utils/collation.py -> build/lib.linux-x86_64-cpython-310/MinkowskiEngine/utils copying ./MinkowskiEngine/utils/coords.py -> build/lib.linux-x86_64-cpython-310/MinkowskiEngine/utils copying ./MinkowskiEngine/utils/gradcheck.py -> build/lib.linux-x86_64-cpython-310/MinkowskiEngine/utils copying ./MinkowskiEngine/utils/init.py -> build/lib.linux-x86_64-cpython-310/MinkowskiEngine/utils copying ./MinkowskiEngine/utils/quantization.py -> build/lib.linux-x86_64-cpython-310/MinkowskiEngine/utils copying ./MinkowskiEngine/utils/summary.py -> build/lib.linux-x86_64-cpython-310/MinkowskiEngine/utils creating build/lib.linux-x86_64-cpython-310/MinkowskiEngine/modules copying ./MinkowskiEngine/modules/init.py -> build/lib.linux-x86_64-cpython-310/MinkowskiEngine/modules copying ./MinkowskiEngine/modules/resnet_block.py -> build/lib.linux-x86_64-cpython-310/MinkowskiEngine/modules copying ./MinkowskiEngine/modules/senet_block.py -> build/lib.linux-x86_64-cpython-310/MinkowskiEngine/modules running build_ext /usr/local/lib/python3.10/dist-packages/torch/utils/cpp_extension.py:418: UserWarning: The detected CUDA version (12.2) has a minor version mismatch with the version that was used to compile PyTorch (12.1). Most likely this shouldn't be a problem. warnings.warn(CUDA_MISMATCH_WARN.format(cuda_str_version, torch.version.cuda)) /usr/local/lib/python3.10/dist-packages/torch/utils/cpp_extension.py:428: UserWarning: There are no x86_64-linux-gnu-g++ version bounds defined for CUDA version 12.2 warnings.warn(f'There are no {compiler_name} version bounds defined for CUDA version {cuda_str_version}') building 'MinkowskiEngineBackend._C' extension INFO: C compiler: x86_64-linux-gnu-gcc -Wno-unused-result -Wsign-compare -DNDEBUG -g -fwrapv -O2 -Wall -g -fstack-protector-strong -Wformat -Werror=format-security -g -fwrapv -O2 -fPIC

creating build/temp.linux-x86_64-cpython-310 creating build/temp.linux-x86_64-cpython-310/content creating build/temp.linux-x86_64-cpython-310/content/drive creating build/temp.linux-x86_64-cpython-310/content/drive/MyDrive creating build/temp.linux-x86_64-cpython-310/content/drive/MyDrive/Mask3D-main creating build/temp.linux-x86_64-cpython-310/content/drive/MyDrive/Mask3D-main/third_party creating build/temp.linux-x86_64-cpython-310/content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine creating build/temp.linux-x86_64-cpython-310/content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src creating build/temp.linux-x86_64-cpython-310/pybind INFO: compile options: '-I/usr/local/lib/python3.10/dist-packages/torch/include -I/usr/local/lib/python3.10/dist-packages/torch/include/torch/csrc/api/include -I/usr/local/lib/python3.10/dist-packages/torch/include/TH -I/usr/local/lib/python3.10/dist-packages/torch/include/THC -I/usr/local/cuda/include -I/content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src -I/content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/3rdparty -I/usr/include/python3.10 -c' extra options: 'cxx nvcc' /usr/local/lib/python3.10/dist-packages/torch/utils/cpp_extension.py:1967: UserWarning: TORCH_CUDA_ARCH_LIST is not set, all archs for visible cards are included for compilation. If this is not desired, please set os.environ['TORCH_CUDA_ARCH_LIST']. warnings.warn( INFO: nvcc: /content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/broadcast_gpu.cu INFO: nvcc: /content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/broadcast_kernel.cu INFO: nvcc: /content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/convolution_gpu.cu INFO: nvcc: /content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/convolution_kernel.cu /content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/convolution_kernel.cu(335): warning #68-D: integer conversion resulted in a change of sign size_t n_active_in_volume, shared_mem_size = -1; ^

Remark: The warnings can be suppressed with "-diag-suppress "

/content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/convolution_kernel.cu(574): warning #68-D: integer conversion resulted in a change of sign size_t n_active_in_volume, shared_mem_size = -1; ^

INFO: nvcc: /content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/convolution_transpose_gpu.cu /content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/convolution_kernel.cu(335): warning #68-D: integer conversion resulted in a change of sign size_t n_active_in_volume, shared_mem_size = -1; ^

Remark: The warnings can be suppressed with "-diag-suppress "

/content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/convolution_kernel.cu(574): warning #68-D: integer conversion resulted in a change of sign size_t n_active_in_volume, shared_mem_size = -1; ^

INFO: nvcc: /content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/coordinate_map_gpu.cu /content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/kernel_region.hpp(428): warning #20014-D: calling a host function from a host device function is not allowed : base_type{other.region_type(), other.coordinate_size(), ^ detected during: instantiation of "minkowski::gpu_kernel_region::gpu_kernel_region(const minkowski::cpu_kernel_region &) [with coordinate_type=int32_t]" at line 627 of /content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/coordinate_map_gpu.cu instantiation of "minkowski::CoordinateMapGPU<coordinate_type, TemplatedAllocator>::self_type minkowski::CoordinateMapGPU<coordinate_type, TemplatedAllocator>::stride_region(minkowski::cpu_kernel_region &, const minkowski::CoordinateMapGPU<coordinate_type, TemplatedAllocator>::stride_type &) const [with coordinate_type=int32_t, TemplatedAllocator=minkowski::detail::default_allocator]" at line 2462 of /content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/coordinate_map_gpu.cu

Remark: The warnings can be suppressed with "-diag-suppress "

/content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/kernel_region.hpp(428): warning #20014-D: calling a host function from a host device function is not allowed : base_type{other.region_type(), other.coordinate_size(), ^ detected during: instantiation of "minkowski::gpu_kernel_region::gpu_kernel_region(const minkowski::cpu_kernel_region &) [with coordinate_type=int32_t]" at line 627 of /content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/coordinate_map_gpu.cu instantiation of "minkowski::CoordinateMapGPU<coordinate_type, TemplatedAllocator>::self_type minkowski::CoordinateMapGPU<coordinate_type, TemplatedAllocator>::stride_region(minkowski::cpu_kernel_region &, const minkowski::CoordinateMapGPU<coordinate_type, TemplatedAllocator>::stride_type &) const [with coordinate_type=int32_t, TemplatedAllocator=minkowski::detail::default_allocator]" at line 2462 of /content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/coordinate_map_gpu.cu

/content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/kernel_region.hpp(428): warning #20014-D: calling a host function from a host device function is not allowed : base_type{other.region_type(), other.coordinate_size(), ^ detected during: instantiation of "minkowski::gpu_kernel_region::gpu_kernel_region(const minkowski::cpu_kernel_region &) [with coordinate_type=int32_t]" at line 627 of /content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/coordinate_map_gpu.cu instantiation of "minkowski::CoordinateMapGPU<coordinate_type, TemplatedAllocator>::self_type minkowski::CoordinateMapGPU<coordinate_type, TemplatedAllocator>::stride_region(minkowski::cpu_kernel_region &, const minkowski::CoordinateMapGPU<coordinate_type, TemplatedAllocator>::stride_type &) const [with coordinate_type=int32_t, TemplatedAllocator=minkowski::detail::default_allocator]" at line 2462 of /content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/coordinate_map_gpu.cu

/content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/kernel_region.hpp(428): warning #20014-D: calling a host function from a host device function is not allowed : base_type{other.region_type(), other.coordinate_size(), ^ detected during: instantiation of "minkowski::gpu_kernel_region::gpu_kernel_region(const minkowski::cpu_kernel_region &) [with coordinate_type=int32_t]" at line 627 of /content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/coordinate_map_gpu.cu instantiation of "minkowski::CoordinateMapGPU<coordinate_type, TemplatedAllocator>::self_type minkowski::CoordinateMapGPU<coordinate_type, TemplatedAllocator>::stride_region(minkowski::cpu_kernel_region &, const minkowski::CoordinateMapGPU<coordinate_type, TemplatedAllocator>::stride_type &) const [with coordinate_type=int32_t, TemplatedAllocator=minkowski::detail::default_allocator]" at line 2462 of /content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/coordinate_map_gpu.cu

INFO: nvcc: /content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/coordinate_map_manager.cu /content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/coordinate_map_manager.cpp(717): warning #430-D: returning reference to local temporary return detail::empty_map_functor<coordinate_type, TemplatedAllocator, ^ detected during instantiation of "const minkowski::CoordinateMapManager<coordinate_type, coordinate_field_type, TemplatedAllocator, CoordinateMapType>::kernel_map_type &minkowski::CoordinateMapManager<coordinate_type, coordinate_field_type, TemplatedAllocator, CoordinateMapType>::kernel_map(const minkowski::CoordinateMapKey , const minkowski::CoordinateMapKey , const minkowski::CoordinateMapManager<coordinate_type, coordinate_field_type, TemplatedAllocator, CoordinateMapType>::stride_type &, const minkowski::CoordinateMapManager<coordinate_type, coordinate_field_type, TemplatedAllocator, CoordinateMapType>::stride_type &, const minkowski::CoordinateMapManager<coordinate_type, coordinate_field_type, TemplatedAllocator, CoordinateMapType>::stride_type &, minkowski::RegionType::Type, const at::Tensor &, bool, bool) [with coordinate_type=int32_t, coordinate_field_type=float, TemplatedAllocator=std::allocator, CoordinateMapType=minkowski::CoordinateMapCPU]" at line 1451

Remark: The warnings can be suppressed with "-diag-suppress "

/content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/coordinate_map_manager.cpp(717): warning #430-D: returning reference to local temporary return detail::empty_map_functor<coordinate_type, TemplatedAllocator, ^ detected during instantiation of "const minkowski::CoordinateMapManager<coordinate_type, coordinate_field_type, TemplatedAllocator, CoordinateMapType>::kernel_map_type &minkowski::CoordinateMapManager<coordinate_type, coordinate_field_type, TemplatedAllocator, CoordinateMapType>::kernel_map(const minkowski::CoordinateMapKey , const minkowski::CoordinateMapKey , const minkowski::CoordinateMapManager<coordinate_type, coordinate_field_type, TemplatedAllocator, CoordinateMapType>::stride_type &, const minkowski::CoordinateMapManager<coordinate_type, coordinate_field_type, TemplatedAllocator, CoordinateMapType>::stride_type &, const minkowski::CoordinateMapManager<coordinate_type, coordinate_field_type, TemplatedAllocator, CoordinateMapType>::stride_type &, minkowski::RegionType::Type, const at::Tensor &, bool, bool) [with coordinate_type=int32_t, coordinate_field_type=float, TemplatedAllocator=minkowski::detail::default_allocator, CoordinateMapType=minkowski::CoordinateMapGPU]" at line 401 of /content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/coordinate_map_manager.cu

/content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/coordinate_map_manager.cpp(717): warning #430-D: returning reference to local temporary return detail::empty_map_functor<coordinate_type, TemplatedAllocator, ^ detected during instantiation of "const minkowski::CoordinateMapManager<coordinate_type, coordinate_field_type, TemplatedAllocator, CoordinateMapType>::kernel_map_type &minkowski::CoordinateMapManager<coordinate_type, coordinate_field_type, TemplatedAllocator, CoordinateMapType>::kernel_map(const minkowski::CoordinateMapKey , const minkowski::CoordinateMapKey , const minkowski::CoordinateMapManager<coordinate_type, coordinate_field_type, TemplatedAllocator, CoordinateMapType>::stride_type &, const minkowski::CoordinateMapManager<coordinate_type, coordinate_field_type, TemplatedAllocator, CoordinateMapType>::stride_type &, const minkowski::CoordinateMapManager<coordinate_type, coordinate_field_type, TemplatedAllocator, CoordinateMapType>::stride_type &, minkowski::RegionType::Type, const at::Tensor &, bool, bool) [with coordinate_type=int32_t, coordinate_field_type=float, TemplatedAllocator=minkowski::detail::c10_allocator, CoordinateMapType=minkowski::CoordinateMapGPU]" at line 404 of /content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/coordinate_map_manager.cu

/content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/kernel_region.hpp(429): warning #20011-D: calling a host function("minkowski::cpu_kernel_region ::device_tensor_stride() const") from a host device function("minkowski::gpu_kernel_region ::gpu_kernel_region") is not allowed

/content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/kernel_region.hpp(429): warning #20011-D: calling a host function("minkowski::cpu_kernel_region ::device_kernel_size() const") from a host device function("minkowski::gpu_kernel_region ::gpu_kernel_region") is not allowed

/content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/kernel_region.hpp(430): warning #20011-D: calling a host function("minkowski::cpu_kernel_region ::device_dilation() const") from a host device function("minkowski::gpu_kernel_region ::gpu_kernel_region") is not allowed

/content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/kernel_region.hpp(431): warning #20011-D: calling a host function("minkowski::cpu_kernel_region ::device_offset() const") from a host device function("minkowski::gpu_kernel_region ::gpu_kernel_region") is not allowed

/content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/coordinate_map_cpu.hpp(58): warning #177-D: variable "float_type" was declared but never referenced at::ScalarType const float_type = ^ detected during: instantiation of "std::pair<at::Tensor, at::Tensor> minkowski::CoordinateMapCPU<coordinate_type, TemplatedAllocator>::field_map(const coordinate_field_type , minkowski::CoordinateMapCPU<coordinate_type, TemplatedAllocator>::size_type) const [with coordinate_type=int32_t, TemplatedAllocator=std::allocator, coordinate_field_type=float]" at line 329 of /content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/coordinate_map_manager.cpp instantiation of "std::pair<at::Tensor, at::Tensor> minkowski::CoordinateMapManager<coordinate_type, coordinate_field_type, TemplatedAllocator, CoordinateMapType>::field_to_sparse_map(const minkowski::CoordinateMapKey , const minkowski::CoordinateMapKey *) [with coordinate_type=int32_t, coordinate_field_type=float, TemplatedAllocator=std::allocator, CoordinateMapType=minkowski::CoordinateMapCPU]" at line 1451 of /content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/coordinate_map_manager.cpp

Remark: The warnings can be suppressed with "-diag-suppress "

/content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/coordinate_map_manager.cpp(717): warning #430-D: returning reference to local temporary return detail::empty_map_functor<coordinate_type, TemplatedAllocator, ^ detected during instantiation of "const minkowski::CoordinateMapManager<coordinate_type, coordinate_field_type, TemplatedAllocator, CoordinateMapType>::kernel_map_type &minkowski::CoordinateMapManager<coordinate_type, coordinate_field_type, TemplatedAllocator, CoordinateMapType>::kernel_map(const minkowski::CoordinateMapKey , const minkowski::CoordinateMapKey , const minkowski::CoordinateMapManager<coordinate_type, coordinate_field_type, TemplatedAllocator, CoordinateMapType>::stride_type &, const minkowski::CoordinateMapManager<coordinate_type, coordinate_field_type, TemplatedAllocator, CoordinateMapType>::stride_type &, const minkowski::CoordinateMapManager<coordinate_type, coordinate_field_type, TemplatedAllocator, CoordinateMapType>::stride_type &, minkowski::RegionType::Type, const at::Tensor &, __nv_bool, __nv_bool) [with coordinate_type=int32_t, coordinate_field_type=float, TemplatedAllocator=std::allocator, CoordinateMapType=minkowski::CoordinateMapCPU]" at line 1451

/content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/coordinate_map_manager.cpp(717): warning #430-D: returning reference to local temporary return detail::empty_map_functor<coordinate_type, TemplatedAllocator, ^ detected during instantiation of "const minkowski::CoordinateMapManager<coordinate_type, coordinate_field_type, TemplatedAllocator, CoordinateMapType>::kernel_map_type &minkowski::CoordinateMapManager<coordinate_type, coordinate_field_type, TemplatedAllocator, CoordinateMapType>::kernel_map(const minkowski::CoordinateMapKey , const minkowski::CoordinateMapKey , const minkowski::CoordinateMapManager<coordinate_type, coordinate_field_type, TemplatedAllocator, CoordinateMapType>::stride_type &, const minkowski::CoordinateMapManager<coordinate_type, coordinate_field_type, TemplatedAllocator, CoordinateMapType>::stride_type &, const minkowski::CoordinateMapManager<coordinate_type, coordinate_field_type, TemplatedAllocator, CoordinateMapType>::stride_type &, minkowski::RegionType::Type, const at::Tensor &, __nv_bool, __nv_bool) [with coordinate_type=int32_t, coordinate_field_type=float, TemplatedAllocator=minkowski::detail::default_allocator, CoordinateMapType=minkowski::CoordinateMapGPU]" at line 401 of /content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/coordinate_map_manager.cu

/content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/kernel_region.hpp(428): warning #20014-D: calling a host function from a host device function is not allowed : base_type{other.region_type(), other.coordinate_size(), ^ detected during: instantiation of "minkowski::gpu_kernel_region::gpu_kernel_region(const minkowski::cpu_kernel_region &) [with coordinate_type=int32_t]" at line 205 of /content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/coordinate_map_manager.cu instantiation of "minkowski::gpu_kernel_map<minkowski::type_wrapper<uint32_t, int32_t, float>::index_type, TemplatedAllocator> minkowski::detail::kernel_map_functor<coordinate_type, TemplatedAllocator, minkowski::CoordinateMapGPU, minkowski::gpu_kernel_map<minkowski::type_wrapper<uint32_t, int32_t, float>::index_type, TemplatedAllocator>>::operator()(const minkowski::CoordinateMapGPU<coordinate_type, TemplatedAllocator> &, const minkowski::CoordinateMapGPU<coordinate_type, TemplatedAllocator> &, minkowski::CUDAKernelMapMode::Mode, minkowski::cpu_kernel_region &) [with coordinate_type=int32_t, TemplatedAllocator=minkowski::detail::default_allocator]" at line 753 of /content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/coordinate_map_manager.cpp instantiation of "const minkowski::CoordinateMapManager<coordinate_type, coordinate_field_type, TemplatedAllocator, CoordinateMapType>::kernel_map_type &minkowski::CoordinateMapManager<coordinate_type, coordinate_field_type, TemplatedAllocator, CoordinateMapType>::kernel_map(const minkowski::CoordinateMapKey , const minkowski::CoordinateMapKey , const minkowski::CoordinateMapManager<coordinate_type, coordinate_field_type, TemplatedAllocator, CoordinateMapType>::stride_type &, const minkowski::CoordinateMapManager<coordinate_type, coordinate_field_type, TemplatedAllocator, CoordinateMapType>::stride_type &, const minkowski::CoordinateMapManager<coordinate_type, coordinate_field_type, TemplatedAllocator, CoordinateMapType>::stride_type &, minkowski::RegionType::Type, const at::Tensor &, __nv_bool, __nv_bool) [with coordinate_type=int32_t, coordinate_field_type=float, TemplatedAllocator=minkowski::detail::default_allocator, CoordinateMapType=minkowski::CoordinateMapGPU]" at line 401 of /content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/coordinate_map_manager.cu

/content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/kernel_region.hpp(428): warning #20014-D: calling a host function from a host device function is not allowed : base_type{other.region_type(), other.coordinate_size(), ^ detected during: instantiation of "minkowski::gpu_kernel_region::gpu_kernel_region(const minkowski::cpu_kernel_region &) [with coordinate_type=int32_t]" at line 205 of /content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/coordinate_map_manager.cu instantiation of "minkowski::gpu_kernel_map<minkowski::type_wrapper<uint32_t, int32_t, float>::index_type, TemplatedAllocator> minkowski::detail::kernel_map_functor<coordinate_type, TemplatedAllocator, minkowski::CoordinateMapGPU, minkowski::gpu_kernel_map<minkowski::type_wrapper<uint32_t, int32_t, float>::index_type, TemplatedAllocator>>::operator()(const minkowski::CoordinateMapGPU<coordinate_type, TemplatedAllocator> &, const minkowski::CoordinateMapGPU<coordinate_type, TemplatedAllocator> &, minkowski::CUDAKernelMapMode::Mode, minkowski::cpu_kernel_region &) [with coordinate_type=int32_t, TemplatedAllocator=minkowski::detail::default_allocator]" at line 753 of /content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/coordinate_map_manager.cpp instantiation of "const minkowski::CoordinateMapManager<coordinate_type, coordinate_field_type, TemplatedAllocator, CoordinateMapType>::kernel_map_type &minkowski::CoordinateMapManager<coordinate_type, coordinate_field_type, TemplatedAllocator, CoordinateMapType>::kernel_map(const minkowski::CoordinateMapKey , const minkowski::CoordinateMapKey , const minkowski::CoordinateMapManager<coordinate_type, coordinate_field_type, TemplatedAllocator, CoordinateMapType>::stride_type &, const minkowski::CoordinateMapManager<coordinate_type, coordinate_field_type, TemplatedAllocator, CoordinateMapType>::stride_type &, const minkowski::CoordinateMapManager<coordinate_type, coordinate_field_type, TemplatedAllocator, CoordinateMapType>::stride_type &, minkowski::RegionType::Type, const at::Tensor &, __nv_bool, __nv_bool) [with coordinate_type=int32_t, coordinate_field_type=float, TemplatedAllocator=minkowski::detail::default_allocator, CoordinateMapType=minkowski::CoordinateMapGPU]" at line 401 of /content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/coordinate_map_manager.cu

/content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/kernel_region.hpp(428): warning #20014-D: calling a host function from a host device function is not allowed : base_type{other.region_type(), other.coordinate_size(), ^ detected during: instantiation of "minkowski::gpu_kernel_region::gpu_kernel_region(const minkowski::cpu_kernel_region &) [with coordinate_type=int32_t]" at line 205 of /content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/coordinate_map_manager.cu instantiation of "minkowski::gpu_kernel_map<minkowski::type_wrapper<uint32_t, int32_t, float>::index_type, TemplatedAllocator> minkowski::detail::kernel_map_functor<coordinate_type, TemplatedAllocator, minkowski::CoordinateMapGPU, minkowski::gpu_kernel_map<minkowski::type_wrapper<uint32_t, int32_t, float>::index_type, TemplatedAllocator>>::operator()(const minkowski::CoordinateMapGPU<coordinate_type, TemplatedAllocator> &, const minkowski::CoordinateMapGPU<coordinate_type, TemplatedAllocator> &, minkowski::CUDAKernelMapMode::Mode, minkowski::cpu_kernel_region &) [with coordinate_type=int32_t, TemplatedAllocator=minkowski::detail::default_allocator]" at line 753 of /content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/coordinate_map_manager.cpp instantiation of "const minkowski::CoordinateMapManager<coordinate_type, coordinate_field_type, TemplatedAllocator, CoordinateMapType>::kernel_map_type &minkowski::CoordinateMapManager<coordinate_type, coordinate_field_type, TemplatedAllocator, CoordinateMapType>::kernel_map(const minkowski::CoordinateMapKey , const minkowski::CoordinateMapKey , const minkowski::CoordinateMapManager<coordinate_type, coordinate_field_type, TemplatedAllocator, CoordinateMapType>::stride_type &, const minkowski::CoordinateMapManager<coordinate_type, coordinate_field_type, TemplatedAllocator, CoordinateMapType>::stride_type &, const minkowski::CoordinateMapManager<coordinate_type, coordinate_field_type, TemplatedAllocator, CoordinateMapType>::stride_type &, minkowski::RegionType::Type, const at::Tensor &, __nv_bool, __nv_bool) [with coordinate_type=int32_t, coordinate_field_type=float, TemplatedAllocator=minkowski::detail::default_allocator, CoordinateMapType=minkowski::CoordinateMapGPU]" at line 401 of /content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/coordinate_map_manager.cu

/content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/kernel_region.hpp(428): warning #20014-D: calling a host function from a host device function is not allowed : base_type{other.region_type(), other.coordinate_size(), ^ detected during: instantiation of "minkowski::gpu_kernel_region::gpu_kernel_region(const minkowski::cpu_kernel_region &) [with coordinate_type=int32_t]" at line 205 of /content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/coordinate_map_manager.cu instantiation of "minkowski::gpu_kernel_map<minkowski::type_wrapper<uint32_t, int32_t, float>::index_type, TemplatedAllocator> minkowski::detail::kernel_map_functor<coordinate_type, TemplatedAllocator, minkowski::CoordinateMapGPU, minkowski::gpu_kernel_map<minkowski::type_wrapper<uint32_t, int32_t, float>::index_type, TemplatedAllocator>>::operator()(const minkowski::CoordinateMapGPU<coordinate_type, TemplatedAllocator> &, const minkowski::CoordinateMapGPU<coordinate_type, TemplatedAllocator> &, minkowski::CUDAKernelMapMode::Mode, minkowski::cpu_kernel_region &) [with coordinate_type=int32_t, TemplatedAllocator=minkowski::detail::default_allocator]" at line 753 of /content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/coordinate_map_manager.cpp instantiation of "const minkowski::CoordinateMapManager<coordinate_type, coordinate_field_type, TemplatedAllocator, CoordinateMapType>::kernel_map_type &minkowski::CoordinateMapManager<coordinate_type, coordinate_field_type, TemplatedAllocator, CoordinateMapType>::kernel_map(const minkowski::CoordinateMapKey , const minkowski::CoordinateMapKey , const minkowski::CoordinateMapManager<coordinate_type, coordinate_field_type, TemplatedAllocator, CoordinateMapType>::stride_type &, const minkowski::CoordinateMapManager<coordinate_type, coordinate_field_type, TemplatedAllocator, CoordinateMapType>::stride_type &, const minkowski::CoordinateMapManager<coordinate_type, coordinate_field_type, TemplatedAllocator, CoordinateMapType>::stride_type &, minkowski::RegionType::Type, const at::Tensor &, __nv_bool, __nv_bool) [with coordinate_type=int32_t, coordinate_field_type=float, TemplatedAllocator=minkowski::detail::default_allocator, CoordinateMapType=minkowski::CoordinateMapGPU]" at line 401 of /content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/coordinate_map_manager.cu

/content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/coordinate_map_manager.cpp(717): warning #430-D: returning reference to local temporary return detail::empty_map_functor<coordinate_type, TemplatedAllocator, ^ detected during instantiation of "const minkowski::CoordinateMapManager<coordinate_type, coordinate_field_type, TemplatedAllocator, CoordinateMapType>::kernel_map_type &minkowski::CoordinateMapManager<coordinate_type, coordinate_field_type, TemplatedAllocator, CoordinateMapType>::kernel_map(const minkowski::CoordinateMapKey , const minkowski::CoordinateMapKey , const minkowski::CoordinateMapManager<coordinate_type, coordinate_field_type, TemplatedAllocator, CoordinateMapType>::stride_type &, const minkowski::CoordinateMapManager<coordinate_type, coordinate_field_type, TemplatedAllocator, CoordinateMapType>::stride_type &, const minkowski::CoordinateMapManager<coordinate_type, coordinate_field_type, TemplatedAllocator, CoordinateMapType>::stride_type &, minkowski::RegionType::Type, const at::Tensor &, __nv_bool, __nv_bool) [with coordinate_type=int32_t, coordinate_field_type=float, TemplatedAllocator=minkowski::detail::c10_allocator, CoordinateMapType=minkowski::CoordinateMapGPU]" at line 404 of /content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/coordinate_map_manager.cu

/content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/kernel_region.hpp(429): warning #20011-D: calling a host function("minkowski::cpu_kernel_region ::device_tensor_stride() const") from a host device function("minkowski::gpu_kernel_region ::gpu_kernel_region") is not allowed

/content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/kernel_region.hpp(429): warning #20011-D: calling a host function("minkowski::cpu_kernel_region ::device_kernel_size() const") from a host device function("minkowski::gpu_kernel_region ::gpu_kernel_region") is not allowed

/content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/kernel_region.hpp(430): warning #20011-D: calling a host function("minkowski::cpu_kernel_region ::device_dilation() const") from a host device function("minkowski::gpu_kernel_region ::gpu_kernel_region") is not allowed

/content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/kernel_region.hpp(431): warning #20011-D: calling a host function("minkowski::cpu_kernel_region ::device_offset() const") from a host device function("minkowski::gpu_kernel_region ::gpu_kernel_region") is not allowed

/content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/coordinate_map_manager.cpp: In instantiation of ‘const kernel_map_type& minkowski::CoordinateMapManager<coordinate_type, coordinate_field_type, TemplatedAllocator, CoordinateMapType>::kernel_map(const minkowski::CoordinateMapKey, const minkowski::CoordinateMapKey, const stride_type&, const stride_type&, const stride_type&, minkowski::RegionType::Type, const at::Tensor&, bool, bool) [with coordinate_type = int; coordinate_field_type = float; TemplatedAllocator = std::allocator; CoordinateMapType = minkowski::CoordinateMapCPU; minkowski::CoordinateMapManager<coordinate_type, coordinate_field_type, TemplatedAllocator, CoordinateMapType>::kernel_map_type = minkowski::cpu_kernel_map; minkowski::CoordinateMapManager<coordinate_type, coordinate_field_type, TemplatedAllocator, CoordinateMapType>::stride_type = std::vector<unsigned int, std::allocator >]’: /content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/coordinate_map_manager.cpp:1451:16: required from here /content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/coordinate_map_manager.cpp:717:260: warning: returning reference to temporary [-Wreturn-local-addr] 717 | return detail::empty_map_functor<coordinate_type, TemplatedAllocator, | ^ /content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/coordinate_map_manager.cpp: In instantiation of ‘const kernel_map_type& minkowski::CoordinateMapManager<coordinate_type, coordinate_field_type, TemplatedAllocator, CoordinateMapType>::kernel_map(const minkowski::CoordinateMapKey, const minkowski::CoordinateMapKey, const stride_type&, const stride_type&, const stride_type&, minkowski::RegionType::Type, const at::Tensor&, bool, bool) [with coordinate_type = int; coordinate_field_type = float; TemplatedAllocator = minkowski::detail::default_allocator; CoordinateMapType = minkowski::CoordinateMapGPU; minkowski::CoordinateMapManager<coordinate_type, coordinate_field_type, TemplatedAllocator, CoordinateMapType>::kernel_map_type = minkowski::gpu_kernel_map<unsigned int, minkowski::detail::default_allocator >; minkowski::CoordinateMapManager<coordinate_type, coordinate_field_type, TemplatedAllocator, CoordinateMapType>::stride_type = std::vector<unsigned int, std::allocator >]’: /content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/coordinate_map_manager.cu:401:16: required from here /content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/coordinate_map_manager.cpp:717:260: warning: returning reference to temporary [-Wreturn-local-addr] /content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/coordinate_map_manager.cpp: In instantiation of ‘const kernel_map_type& minkowski::CoordinateMapManager<coordinate_type, coordinate_field_type, TemplatedAllocator, CoordinateMapType>::kernel_map(const minkowski::CoordinateMapKey, const minkowski::CoordinateMapKey, const stride_type&, const stride_type&, const stride_type&, minkowski::RegionType::Type, const at::Tensor&, bool, bool) [with coordinate_type = int; coordinate_field_type = float; TemplatedAllocator = minkowski::detail::c10_allocator; CoordinateMapType = minkowski::CoordinateMapGPU; minkowski::CoordinateMapManager<coordinate_type, coordinate_field_type, TemplatedAllocator, CoordinateMapType>::kernel_map_type = minkowski::gpu_kernel_map<unsigned int, minkowski::detail::c10_allocator >; minkowski::CoordinateMapManager<coordinate_type, coordinate_field_type, TemplatedAllocator, CoordinateMapType>::stride_type = std::vector<unsigned int, std::allocator >]’: /content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/coordinate_map_manager.cu:404:16: required from here /content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/coordinate_map_manager.cpp:717:260: warning: returning reference to temporary [-Wreturn-local-addr] INFO: x86_64-linux-gnu-gcc: /content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/direct_max_pool.cpp /usr/local/lib/python3.10/dist-packages/torch/utils/cpp_extension.py:1967: UserWarning: TORCH_CUDA_ARCH_LIST is not set, all archs for visible cards are included for compilation. If this is not desired, please set os.environ['TORCH_CUDA_ARCH_LIST']. warnings.warn( INFO: nvcc: /content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/global_pooling_gpu.cu INFO: nvcc: /content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/gpu.cu /content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/gpu.cu(104): warning #177-D: function "minkowski::format_size" was declared but never referenced static std::string format_size(uint64_t size) { ^

Remark: The warnings can be suppressed with "-diag-suppress "

INFO: nvcc: /content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/interpolation_gpu.cu INFO: nvcc: /content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/local_pooling_gpu.cu INFO: nvcc: /content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/local_pooling_transpose_gpu.cu INFO: nvcc: /content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/math_functions_cpu.cpp nvcc fatal : Unknown option '-fopenmp' INFO: nvcc: /content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/math_functions_gpu.cu INFO: nvcc: /content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/pooling_avg_kernel.cu /content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/math_functions_gpu.cu: In function ‘void minkowski::sort_coo_gpu(cusparseHandle_t, int, int, int, int, int, allocator_type&)’: /content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/math_functions_gpu.cu:181:69: warning: ‘cusparseStatus_t cusparseCreateIdentityPermutation(cusparseHandle_t, int, int)’ is deprecated: The routine will be removed in the next major release [-Wdeprecated-declarations] 181 | CUSPARSE_CHECK(cusparseCreateIdentityPermutation(handle, nnz, P)); | ~~~~~~~~~^
/usr/local/cuda/include/cusparse.h:4060:1: note: declared here 4060 | cusparseCreateIdentityPermutation(cusparseHandle_t handle, | ^~~~~~~~~ /content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/math_functions_gpu.cu: In instantiation of ‘void minkowski::sort_coo_gpu(cusparseHandle_t, int, int, int, int, int, allocator_type&) [with allocator_type = minkowski::detail::default_allocator; cusparseHandle_t = cusparseContext]’: /content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/math_functions_gpu.cu:189:210: required from here /content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/math_functions_gpu.cu:181:69: warning: ‘cusparseStatus_t cusparseCreateIdentityPermutation(cusparseHandle_t, int, int)’ is deprecated: The routine will be removed in the next major release [-Wdeprecated-declarations] 181 | CUSPARSE_CHECK(cusparseCreateIdentityPermutation(handle, nnz, P)); | ~~~~~~~~~^
/usr/local/cuda/include/cusparse.h:4060:1: note: declared here 4060 | cusparseCreateIdentityPermutation(cusparseHandle_t handle, | ^~~~~~~~~ /content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/math_functions_gpu.cu:181:69: warning: ‘cusparseStatus_t cusparseCreateIdentityPermutation(cusparseHandle_t, int, int)’ is deprecated: The routine will be removed in the next major release [-Wdeprecated-declarations] 181 | CUSPARSE_CHECK(cusparseCreateIdentityPermutation(handle, nnz, P)); | ~~~~~~~~~^
/usr/local/cuda/include/cusparse.h:4060:1: note: declared here 4060 | cusparseCreateIdentityPermutation(cusparseHandle_t handle, | ^~~~~~~~~ /content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/math_functions_gpu.cu:181:69: warning: ‘cusparseStatus_t cusparseCreateIdentityPermutation(cusparseHandle_t, int, int)’ is deprecated: The routine will be removed in the next major release [-Wdeprecated-declarations] 181 | CUSPARSE_CHECK(cusparseCreateIdentityPermutation(handle, nnz, P)); | ~~~~~~~~~^
/usr/local/cuda/include/cusparse.h:4060:1: note: declared here 4060 | cusparseCreateIdentityPermutation(cusparseHandle_t handle, | ^~~~~~~~~ /content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/math_functions_gpu.cu: In instantiation of ‘void minkowski::sort_coo_gpu(cusparseHandle_t, int, int, int, int, int, allocator_type&) [with allocator_type = minkowski::detail::c10_allocator; cusparseHandle_t = cusparseContext]’: /content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/math_functions_gpu.cu:193:202: required from here /content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/math_functions_gpu.cu:181:69: warning: ‘cusparseStatus_t cusparseCreateIdentityPermutation(cusparseHandle_t, int, int)’ is deprecated: The routine will be removed in the next major release [-Wdeprecated-declarations] 181 | CUSPARSE_CHECK(cusparseCreateIdentityPermutation(handle, nnz, P)); | ~~~~~~~~~^
/usr/local/cuda/include/cusparse.h:4060:1: note: declared here 4060 | cusparseCreateIdentityPermutation(cusparseHandle_t handle, | ^~~~~~~~~ /content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/math_functions_gpu.cu:181:69: warning: ‘cusparseStatus_t cusparseCreateIdentityPermutation(cusparseHandle_t, int, int)’ is deprecated: The routine will be removed in the next major release [-Wdeprecated-declarations] 181 | CUSPARSE_CHECK(cusparseCreateIdentityPermutation(handle, nnz, P)); | ~~~~~~~~~^
/usr/local/cuda/include/cusparse.h:4060:1: note: declared here 4060 | cusparseCreateIdentityPermutation(cusparseHandle_t handle, | ^~~~~~~~~ /content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/math_functions_gpu.cu:181:69: warning: ‘cusparseStatus_t cusparseCreateIdentityPermutation(cusparseHandle_t, int, int*)’ is deprecated: The routine will be removed in the next major release [-Wdeprecated-declarations] 181 | CUSPARSE_CHECK(cusparseCreateIdentityPermutation(handle, nnz, P)); | ~~~~~~~~~^
/usr/local/cuda/include/cusparse.h:4060:1: note: declared here 4060 | cusparseCreateIdentityPermutation(cusparseHandle_t handle, | ^~~~~~~~~ INFO: nvcc: /content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/pooling_max_kernel.cu INFO: nvcc: /content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/pruning_gpu.cu INFO: nvcc: /content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/quantization.cpp nvcc fatal : Unknown option '-fopenmp' INFO: nvcc: /content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/spmm.cu /content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/spmm.cu(96): warning #177-D: variable "is_int64" was declared but never referenced constexpr bool is_int64 = std::is_same<th_int_type, int64_t>::value; ^

Remark: The warnings can be suppressed with "-diag-suppress "

/content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/spmm.cu(358): warning #177-D: variable "is_int64" was declared but never referenced constexpr bool is_int64 = std::is_same<th_int_type, int64_t>::value; ^

INFO: nvcc: pybind/minkowski.cu error: Command "/usr/local/cuda/bin/nvcc -I/usr/local/lib/python3.10/dist-packages/torch/include -I/usr/local/lib/python3.10/dist-packages/torch/include/torch/csrc/api/include -I/usr/local/lib/python3.10/dist-packages/torch/include/TH -I/usr/local/lib/python3.10/dist-packages/torch/include/THC -I/usr/local/cuda/include -I/content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src -I/content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/3rdparty -I/usr/include/python3.10 -c /content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/math_functions_cpu.cpp -o build/temp.linux-x86_64-cpython-310/content/drive/MyDrive/Mask3D-main/third_party/MinkowskiEngine/src/math_functions_cpu.o -fopenmp -O3 -DTORCH_API_INCLUDE_EXTENSION_H -DPYBIND11_COMPILER_TYPE="_gcc" -DPYBIND11_STDLIB="_libstdcpp" -DPYBIND11_BUILD_ABI="_cxxabi1011" -DTORCH_EXTENSION_NAME=_C -D_GLIBCXX_USE_CXX11_ABI=0 -std=c++17" failed with exit status 1

[kaoutar-elmouh]

@nekoshadow1 do you have any idea to solve it?