MinkowskiEngine
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NVIDIA
ERROR: Could not build wheels for MinkowskiEngine, which is required to install pyproject.toml-based projects
Hi everyone, when I am installing MinknowskiEngine using pip, I encounter the following error:
note: This error originates from a subprocess, and is likely not a problem with pip.
ERROR: Failed building wheel for MinkowskiEngine
Running setup.py clean for MinkowskiEngine
Failed to build MinkowskiEngine
ERROR: Could not build wheels for MinkowskiEngine, which is required to install pyproject.toml-based projects
I was wondering if anyone shares similar issues?
Thanks!
A more detailed error instruction is:
Processing /home/yu/MinkowskiEngine
Preparing metadata (setup.py) ... done
Requirement already satisfied: torch in /home/yu/anaconda3/envs/py3-mink/lib/python3.8/site-packages (from MinkowskiEngine==0.5.4) (1.9.0)
Requirement already satisfied: numpy in /home/yu/anaconda3/envs/py3-mink/lib/python3.8/site-packages (from MinkowskiEngine==0.5.4) (1.20.3)
Requirement already satisfied: typing_extensions in /home/yu/anaconda3/envs/py3-mink/lib/python3.8/site-packages (from torch->MinkowskiEngine==0.5.4) (4.9.0)
Building wheels for collected packages: MinkowskiEngine
Building wheel for MinkowskiEngine (setup.py) ... error
error: subprocess-exited-with-error
× python setup.py bdist_wheel did not run successfully.
│ exit code: 1
╰─> [161 lines of output]
WARNING: Skipping MinkowskiEngine as it is not installed.
--------------------------------
| CUDA compilation set |
--------------------------------
Using BLAS=openblas
Using the default compiler
running bdist_wheel
running build
running build_py
creating build
creating build/lib.linux-x86_64-cpython-38
creating build/lib.linux-x86_64-cpython-38/MinkowskiEngine
copying ./MinkowskiEngine/MinkowskiFunctional.py -> build/lib.linux-x86_64-cpython-38/MinkowskiEngine
copying ./MinkowskiEngine/MinkowskiPruning.py -> build/lib.linux-x86_64-cpython-38/MinkowskiEngine
copying ./MinkowskiEngine/MinkowskiChannelwiseConvolution.py -> build/lib.linux-x86_64-cpython-38/MinkowskiEngine
copying ./MinkowskiEngine/MinkowskiUnion.py -> build/lib.linux-x86_64-cpython-38/MinkowskiEngine
copying ./MinkowskiEngine/MinkowskiConvolution.py -> build/lib.linux-x86_64-cpython-38/MinkowskiEngine
copying ./MinkowskiEngine/__init__.py -> build/lib.linux-x86_64-cpython-38/MinkowskiEngine
copying ./MinkowskiEngine/MinkowskiNormalization.py -> build/lib.linux-x86_64-cpython-38/MinkowskiEngine
copying ./MinkowskiEngine/MinkowskiCommon.py -> build/lib.linux-x86_64-cpython-38/MinkowskiEngine
copying ./MinkowskiEngine/MinkowskiPooling.py -> build/lib.linux-x86_64-cpython-38/MinkowskiEngine
copying ./MinkowskiEngine/MinkowskiTensorField.py -> build/lib.linux-x86_64-cpython-38/MinkowskiEngine
copying ./MinkowskiEngine/MinkowskiCoordinateManager.py -> build/lib.linux-x86_64-cpython-38/MinkowskiEngine
copying ./MinkowskiEngine/sparse_matrix_functions.py -> build/lib.linux-x86_64-cpython-38/MinkowskiEngine
copying ./MinkowskiEngine/MinkowskiSparseTensor.py -> build/lib.linux-x86_64-cpython-38/MinkowskiEngine
copying ./MinkowskiEngine/MinkowskiNetwork.py -> build/lib.linux-x86_64-cpython-38/MinkowskiEngine
copying ./MinkowskiEngine/MinkowskiTensor.py -> build/lib.linux-x86_64-cpython-38/MinkowskiEngine
copying ./MinkowskiEngine/MinkowskiOps.py -> build/lib.linux-x86_64-cpython-38/MinkowskiEngine
copying ./MinkowskiEngine/diagnostics.py -> build/lib.linux-x86_64-cpython-38/MinkowskiEngine
copying ./MinkowskiEngine/MinkowskiInterpolation.py -> build/lib.linux-x86_64-cpython-38/MinkowskiEngine
copying ./MinkowskiEngine/MinkowskiBroadcast.py -> build/lib.linux-x86_64-cpython-38/MinkowskiEngine
copying ./MinkowskiEngine/MinkowskiKernelGenerator.py -> build/lib.linux-x86_64-cpython-38/MinkowskiEngine
copying ./MinkowskiEngine/MinkowskiNonlinearity.py -> build/lib.linux-x86_64-cpython-38/MinkowskiEngine
creating build/lib.linux-x86_64-cpython-38/MinkowskiEngine/utils
copying ./MinkowskiEngine/utils/summary.py -> build/lib.linux-x86_64-cpython-38/MinkowskiEngine/utils
copying ./MinkowskiEngine/utils/gradcheck.py -> build/lib.linux-x86_64-cpython-38/MinkowskiEngine/utils
copying ./MinkowskiEngine/utils/quantization.py -> build/lib.linux-x86_64-cpython-38/MinkowskiEngine/utils
copying ./MinkowskiEngine/utils/__init__.py -> build/lib.linux-x86_64-cpython-38/MinkowskiEngine/utils
copying ./MinkowskiEngine/utils/collation.py -> build/lib.linux-x86_64-cpython-38/MinkowskiEngine/utils
copying ./MinkowskiEngine/utils/init.py -> build/lib.linux-x86_64-cpython-38/MinkowskiEngine/utils
copying ./MinkowskiEngine/utils/coords.py -> build/lib.linux-x86_64-cpython-38/MinkowskiEngine/utils
creating build/lib.linux-x86_64-cpython-38/MinkowskiEngine/modules
copying ./MinkowskiEngine/modules/__init__.py -> build/lib.linux-x86_64-cpython-38/MinkowskiEngine/modules
copying ./MinkowskiEngine/modules/senet_block.py -> build/lib.linux-x86_64-cpython-38/MinkowskiEngine/modules
copying ./MinkowskiEngine/modules/resnet_block.py -> build/lib.linux-x86_64-cpython-38/MinkowskiEngine/modules
running build_ext
building 'MinkowskiEngineBackend._C' extension
creating /home/yu/MinkowskiEngine/build/temp.linux-x86_64-cpython-38
creating /home/yu/MinkowskiEngine/build/temp.linux-x86_64-cpython-38/home
creating /home/yu/MinkowskiEngine/build/temp.linux-x86_64-cpython-38/home/yu
creating /home/yu/MinkowskiEngine/build/temp.linux-x86_64-cpython-38/home/yu/MinkowskiEngine
creating /home/yu/MinkowskiEngine/build/temp.linux-x86_64-cpython-38/home/yu/MinkowskiEngine/src
creating /home/yu/MinkowskiEngine/build/temp.linux-x86_64-cpython-38/pybind
Emitting ninja build file /home/yu/MinkowskiEngine/build/temp.linux-x86_64-cpython-38/build.ninja...
Compiling objects...
Using envvar MAX_JOBS (2) as the number of workers...
[1/21] /usr/bin/nvcc -I/home/yu/anaconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include -I/home/yu/anaconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include/torch/csrc/api/include -I/home/yu/anaconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include/TH -I/home/yu/anaconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include/THC -I/home/yu/MinkowskiEngine/src -I/home/yu/MinkowskiEngine/src/3rdparty -I/home/yu/anaconda3/envs/py3-mink/include/python3.8 -c -c /home/yu/MinkowskiEngine/src/broadcast_kernel.cu -o /home/yu/MinkowskiEngine/build/temp.linux-x86_64-cpython-38/home/yu/MinkowskiEngine/src/broadcast_kernel.o -D__CUDA_NO_HALF_OPERATORS__ -D__CUDA_NO_HALF_CONVERSIONS__ -D__CUDA_NO_BFLOAT16_CONVERSIONS__ -D__CUDA_NO_HALF2_OPERATORS__ --expt-relaxed-constexpr --compiler-options ''"'"'-fPIC'"'"'' --expt-relaxed-constexpr --expt-extended-lambda -O3 -Xcompiler=-fno-gnu-unique -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 -gencode=arch=compute_86,code=compute_86 -gencode=arch=compute_86,code=sm_86 -std=c++14
FAILED: /home/yu/MinkowskiEngine/build/temp.linux-x86_64-cpython-38/home/yu/MinkowskiEngine/src/broadcast_kernel.o
/usr/bin/nvcc -I/home/yu/anaconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include -I/home/yu/anaconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include/torch/csrc/api/include -I/home/yu/anaconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include/TH -I/home/yu/anaconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include/THC -I/home/yu/MinkowskiEngine/src -I/home/yu/MinkowskiEngine/src/3rdparty -I/home/yu/anaconda3/envs/py3-mink/include/python3.8 -c -c /home/yu/MinkowskiEngine/src/broadcast_kernel.cu -o /home/yu/MinkowskiEngine/build/temp.linux-x86_64-cpython-38/home/yu/MinkowskiEngine/src/broadcast_kernel.o -D__CUDA_NO_HALF_OPERATORS__ -D__CUDA_NO_HALF_CONVERSIONS__ -D__CUDA_NO_BFLOAT16_CONVERSIONS__ -D__CUDA_NO_HALF2_OPERATORS__ --expt-relaxed-constexpr --compiler-options ''"'"'-fPIC'"'"'' --expt-relaxed-constexpr --expt-extended-lambda -O3 -Xcompiler=-fno-gnu-unique -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 -gencode=arch=compute_86,code=compute_86 -gencode=arch=compute_86,code=sm_86 -std=c++14
/usr/include/c++/11/bits/std_function.h:435:145: error: parameter packs not expanded with ‘...’:
435 | function(_Functor&& __f)
| ^
/usr/include/c++/11/bits/std_function.h:435:145: note: ‘_ArgTypes’
/usr/include/c++/11/bits/std_function.h:530:146: error: parameter packs not expanded with ‘...’:
530 | operator=(_Functor&& __f)
| ^
/usr/include/c++/11/bits/std_function.h:530:146: note: ‘_ArgTypes’
[2/21] /usr/bin/nvcc -I/home/yu/anaconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include -I/home/yu/anaconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include/torch/csrc/api/include -I/home/yu/anaconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include/TH -I/home/yu/anaconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include/THC -I/home/yu/MinkowskiEngine/src -I/home/yu/MinkowskiEngine/src/3rdparty -I/home/yu/anaconda3/envs/py3-mink/include/python3.8 -c -c /home/yu/MinkowskiEngine/src/broadcast_gpu.cu -o /home/yu/MinkowskiEngine/build/temp.linux-x86_64-cpython-38/home/yu/MinkowskiEngine/src/broadcast_gpu.o -D__CUDA_NO_HALF_OPERATORS__ -D__CUDA_NO_HALF_CONVERSIONS__ -D__CUDA_NO_BFLOAT16_CONVERSIONS__ -D__CUDA_NO_HALF2_OPERATORS__ --expt-relaxed-constexpr --compiler-options ''"'"'-fPIC'"'"'' --expt-relaxed-constexpr --expt-extended-lambda -O3 -Xcompiler=-fno-gnu-unique -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 -gencode=arch=compute_86,code=compute_86 -gencode=arch=compute_86,code=sm_86 -std=c++14
FAILED: /home/yu/MinkowskiEngine/build/temp.linux-x86_64-cpython-38/home/yu/MinkowskiEngine/src/broadcast_gpu.o
/usr/bin/nvcc -I/home/yu/anaconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include -I/home/yu/anaconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include/torch/csrc/api/include -I/home/yu/anaconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include/TH -I/home/yu/anaconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include/THC -I/home/yu/MinkowskiEngine/src -I/home/yu/MinkowskiEngine/src/3rdparty -I/home/yu/anaconda3/envs/py3-mink/include/python3.8 -c -c /home/yu/MinkowskiEngine/src/broadcast_gpu.cu -o /home/yu/MinkowskiEngine/build/temp.linux-x86_64-cpython-38/home/yu/MinkowskiEngine/src/broadcast_gpu.o -D__CUDA_NO_HALF_OPERATORS__ -D__CUDA_NO_HALF_CONVERSIONS__ -D__CUDA_NO_BFLOAT16_CONVERSIONS__ -D__CUDA_NO_HALF2_OPERATORS__ --expt-relaxed-constexpr --compiler-options ''"'"'-fPIC'"'"'' --expt-relaxed-constexpr --expt-extended-lambda -O3 -Xcompiler=-fno-gnu-unique -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 -gencode=arch=compute_86,code=compute_86 -gencode=arch=compute_86,code=sm_86 -std=c++14
/home/yu/anaconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include/ATen/core/builtin_function.h(110): warning #20236-D: pragma "diag_suppress" is deprecated, use "nv_diag_suppress" instead
/home/yu/anaconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include/ATen/core/builtin_function.h(117): warning #20236-D: pragma "diag_default" is deprecated, use "nv_diag_default" instead
/home/yu/anaconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include/ATen/core/builtin_function.h(110): warning #20236-D: pragma "diag_suppress" is deprecated, use "nv_diag_suppress" instead
/home/yu/anaconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include/ATen/core/builtin_function.h(117): warning #20236-D: pragma "diag_default" is deprecated, use "nv_diag_default" instead
/home/yu/anaconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include/ATen/core/builtin_function.h(110): warning #20236-D: pragma "diag_suppress" is deprecated, use "nv_diag_suppress" instead
/home/yu/anaconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include/ATen/core/builtin_function.h(117): warning #20236-D: pragma "diag_default" is deprecated, use "nv_diag_default" instead
/home/yu/anaconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include/ATen/core/builtin_function.h(110): warning #20236-D: pragma "diag_suppress" is deprecated, use "nv_diag_suppress" instead
/home/yu/anaconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include/ATen/core/builtin_function.h(117): warning #20236-D: pragma "diag_default" is deprecated, use "nv_diag_default" instead
/usr/include/c++/11/bits/std_function.h:435:145: error: parameter packs not expanded with ‘...’:
435 | function(_Functor&& __f)
| ^
/usr/include/c++/11/bits/std_function.h:435:145: note: ‘_ArgTypes’
/usr/include/c++/11/bits/std_function.h:530:146: error: parameter packs not expanded with ‘...’:
530 | operator=(_Functor&& __f)
| ^
/usr/include/c++/11/bits/std_function.h:530:146: note: ‘_ArgTypes’
ninja: build stopped: subcommand failed.
Traceback (most recent call last):
File "/home/yu/anaconda3/envs/py3-mink/lib/python3.8/site-packages/torch/utils/cpp_extension.py", line 1666, in _run_ninja_build
subprocess.run(
File "/home/yu/anaconda3/envs/py3-mink/lib/python3.8/subprocess.py", line 516, in run
raise CalledProcessError(retcode, process.args,
subprocess.CalledProcessError: Command '['ninja', '-v', '-j', '2']' returned non-zero exit status 1.
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "<string>", line 2, in <module>
File "<pip-setuptools-caller>", line 34, in <module>
File "/home/yu/MinkowskiEngine/setup.py", line 320, in <module>
setup(
File "/home/yu/anaconda3/envs/py3-mink/lib/python3.8/site-packages/setuptools/__init__.py", line 103, in setup
return distutils.core.setup(**attrs)
File "/home/yu/anaconda3/envs/py3-mink/lib/python3.8/site-packages/setuptools/_distutils/core.py", line 185, in setup
return run_commands(dist)
File "/home/yu/anaconda3/envs/py3-mink/lib/python3.8/site-packages/setuptools/_distutils/core.py", line 201, in run_commands
dist.run_commands()
File "/home/yu/anaconda3/envs/py3-mink/lib/python3.8/site-packages/setuptools/_distutils/dist.py", line 969, in run_commands
self.run_command(cmd)
File "/home/yu/anaconda3/envs/py3-mink/lib/python3.8/site-packages/setuptools/dist.py", line 989, in run_command
super().run_command(command)
File "/home/yu/anaconda3/envs/py3-mink/lib/python3.8/site-packages/setuptools/_distutils/dist.py", line 988, in run_command
cmd_obj.run()
File "/home/yu/anaconda3/envs/py3-mink/lib/python3.8/site-packages/wheel/bdist_wheel.py", line 364, in run
self.run_command("build")
File "/home/yu/anaconda3/envs/py3-mink/lib/python3.8/site-packages/setuptools/_distutils/cmd.py", line 318, in run_command
self.distribution.run_command(command)
File "/home/yu/anaconda3/envs/py3-mink/lib/python3.8/site-packages/setuptools/dist.py", line 989, in run_command
super().run_command(command)
File "/home/yu/anaconda3/envs/py3-mink/lib/python3.8/site-packages/setuptools/_distutils/dist.py", line 988, in run_command
cmd_obj.run()
File "/home/yu/anaconda3/envs/py3-mink/lib/python3.8/site-packages/setuptools/_distutils/command/build.py", line 131, in run
self.run_command(cmd_name)
File "/home/yu/anaconda3/envs/py3-mink/lib/python3.8/site-packages/setuptools/_distutils/cmd.py", line 318, in run_command
self.distribution.run_command(command)
File "/home/yu/anaconda3/envs/py3-mink/lib/python3.8/site-packages/setuptools/dist.py", line 989, in run_command
super().run_command(command)
File "/home/yu/anaconda3/envs/py3-mink/lib/python3.8/site-packages/setuptools/_distutils/dist.py", line 988, in run_command
cmd_obj.run()
File "/home/yu/anaconda3/envs/py3-mink/lib/python3.8/site-packages/setuptools/command/build_ext.py", line 88, in run
_build_ext.run(self)
File "/home/yu/anaconda3/envs/py3-mink/lib/python3.8/site-packages/setuptools/_distutils/command/build_ext.py", line 345, in run
self.build_extensions()
File "/home/yu/anaconda3/envs/py3-mink/lib/python3.8/site-packages/torch/utils/cpp_extension.py", line 709, in build_extensions
build_ext.build_extensions(self)
File "/home/yu/anaconda3/envs/py3-mink/lib/python3.8/site-packages/setuptools/_distutils/command/build_ext.py", line 467, in build_extensions
self._build_extensions_serial()
File "/home/yu/anaconda3/envs/py3-mink/lib/python3.8/site-packages/setuptools/_distutils/command/build_ext.py", line 493, in _build_extensions_serial
self.build_extension(ext)
File "/home/yu/anaconda3/envs/py3-mink/lib/python3.8/site-packages/setuptools/command/build_ext.py", line 249, in build_extension
_build_ext.build_extension(self, ext)
File "/home/yu/anaconda3/envs/py3-mink/lib/python3.8/site-packages/Cython/Distutils/build_ext.py", line 135, in build_extension
super(build_ext, self).build_extension(ext)
File "/home/yu/anaconda3/envs/py3-mink/lib/python3.8/site-packages/setuptools/_distutils/command/build_ext.py", line 548, in build_extension
objects = self.compiler.compile(
File "/home/yu/anaconda3/envs/py3-mink/lib/python3.8/site-packages/torch/utils/cpp_extension.py", line 530, in unix_wrap_ninja_compile
_write_ninja_file_and_compile_objects(
File "/home/yu/anaconda3/envs/py3-mink/lib/python3.8/site-packages/torch/utils/cpp_extension.py", line 1355, in _write_ninja_file_and_compile_objects
_run_ninja_build(
File "/home/yu/anaconda3/envs/py3-mink/lib/python3.8/site-packages/torch/utils/cpp_extension.py", line 1682, in _run_ninja_build
raise RuntimeError(message) from e
RuntimeError: Error compiling objects for extension
[end of output]
note: This error originates from a subprocess, and is likely not a problem with pip.
ERROR: Failed building wheel for MinkowskiEngine
Running setup.py clean for MinkowskiEngineFailed to build MinkowskiEngine from a __host__ __device__ function("mi
ERROR: Could not build wheels for MinkowskiEngine, which is required to install pyproject.toml-based projects
