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NVIDIA / MinkowskiEngine

Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors
https://nvidia.github.io/MinkowskiEngine
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Can't build v0.5 - openmp? #208

Closed murrdpirate closed 4 years ago

murrdpirate commented 4 years ago

I can build the current master branch, but v0.5 fails for me.

I have:

Here's some notable output of running python setup.py build:

WARNING: Skipping MinkowskiEngine as it is not installed.
[...other stuff...]
nvcc: /home/km/workspaces/MinkowskiEngine/src/coordinate_map_gpu.cu
nvcc fatal   : Unknown option '-fopenmp'
[...other stuff...]
nvcc: /home/km/workspaces/MinkowskiEngine/src/quantization.cpp
nvcc fatal   : Unknown option '-fopenmp'
[...other stuff...]
error: Command "/usr/local/cuda/bin/nvcc -I/home/km/workspaces/MinkowskiEngine/venv/lib/python3.7/site-packages/torch/include -I/home/km/workspaces/MinkowskiEngine/venv/lib/python3.7/site-packages/torch/include/torch/csrc/api/include -I/home/km/workspaces/MinkowskiEngine/venv/lib/python3.7/site-packages/torch/include/TH -I/home/km/workspaces/MinkowskiEngine/venv/lib/python3.7/site-packages/torch/include/THC -I/usr/local/cuda/include -I/home/km/workspaces/MinkowskiEngine/src -I/home/km/workspaces/MinkowskiEngine/src/3rdparty -I/home/km/workspaces/MinkowskiEngine/venv/include -I/usr/include/python3.7m -c /home/km/workspaces/MinkowskiEngine/src/math_functions_cpu.cpp -o build/temp.linux-x86_64-3.7/home/km/workspaces/MinkowskiEngine/src/math_functions_cpu.o -fopenmp -O3 -DTORCH_API_INCLUDE_EXTENSION_H -DTORCH_EXTENSION_NAME=_C -D_GLIBCXX_USE_CXX11_ABI=0 -std=c++14" failed with exit status 1
murrdpirate commented 4 years ago

Oops, just saw the note about using pytorch 1.6. Unfortunately, even after upgrading to 1.6 (and trying 1.7), I still get the same error.

Interestingly, I was able to build ME 0.5 on my Jetson AGX with no problems. Tried to replicate python and pytorch versions on my x86-64 machines, but no luck.

chrischoy commented 4 years ago

Hmm, the setup.py file in MinkowskiEngine does not specify fopenmp for nvcc compilation.

On my machine, pytorch is not adding -fopenmp on nvcc compilation my ubuntu 20.04 CUDA 11 pytorch 1.6. Same for all other test rigs 18.04, CUDA 10.2.

...

[2/16] /usr/local/cuda/bin/nvcc -I/home/chrischoy/anaconda3/envs/py3-mouse/lib/python3.8/site-packages/torch/include -I/home/chrischoy/anaconda3/envs/py3-mouse/lib/python3.8/site-packages/torch/include/torch/csrc/api/include -I/home/chrischoy/anaconda3/envs/py3-mouse/lib/python3.8/site-packages/torch/include/TH -I/home/chrischoy/anaconda3/envs/py3-mouse/lib/python3.8/site-packages/torch/include/THC -I/usr/local/cuda/include -I/home/chrischoy/projects/MinkowskiEngine/src -I/home/chrischoy/projects/MinkowskiEngine/src/3rdparty -I/home/chrischoy/anaconda3/envs/py3-mouse/include/python3.8 -c -c /home/chrischoy/projects/MinkowskiEngine/src/gpu.cu -o /home/chrischoy/projects/MinkowskiEngine/build/temp.linux-x86_64-3.8/home/chrischoy/projects/MinkowskiEngine/src/gpu.o -D__CUDA_NO_HALF_OPERATORS__ -D__CUDA_NO_HALF_CONVERSIONS__ -D__CUDA_NO_HALF2_OPERATORS__ --expt-relaxed-constexpr --compiler-options ''"'"'-fPIC'"'"'' --extended-lambda -ccbin=g++-7 -O3 -DTORCH_API_INCLUDE_EXTENSION_H -DTORCH_EXTENSION_NAME=_C -D_GLIBCXX_USE_CXX11_ABI=0 -gencode=arch=compute_61,code=sm_61 -std=c++14
...
murrdpirate commented 4 years ago

Appears to work fine for me when I use Anaconda on my system. And since it also works without Anaconda on my ARM system, I'm guessing I have something wrong on my end.

nicolas-chaulet commented 4 years ago

Same issue here with Ubuntu 18.04, CUDA 10.2 and pytroch 1.6, I don't use Ninja, maybe that's the issue?

error: Command "/usr/local/cuda/bin/nvcc -I/home/ChauletN/.cache/pypoetry/virtualenvs/torch-points3d-AKCjwQtX-py3.7/lib/python3.7/site-packages/torch/include -I/home/ChauletN/.cache/pypoetry/virtualenvs/torch-points3d-AKCjwQtX-py3.7/lib/python3.7/site-packages/torch/include/torch/csrc/api/include -I/home/ChauletN/.cache/pypoetry/virtualenvs/torch-points3d-AKCjwQtX-py3.7/lib/python3.7/site-packages/torch/include/TH -I/home/ChauletN/.cache/pypoetry/virtualenvs/torch-points3d-AKCjwQtX-py3.7/lib/python3.7/site-packages/torch/include/THC -I/usr/local/cuda/include -I/tmp/pip-req-build-o_lvk6sf/src -I/tmp/pip-req-build-o_lvk6sf/src/3rdparty -I/home/ChauletN/.cache/pypoetry/virtualenvs/torch-points3d-AKCjwQtX-py3.7/include -I/home/ChauletN/.pyenv/versions/3.7.8/include/python3.7m -c /tmp/pip-req-build-o_lvk6sf/src/quantization.cpp -o build/temp.linux-x86_64-3.7/tmp/pip-req-build-o_lvk6sf/src/quantization.o -fopenmp -O3 -DTORCH_API_INCLUDE_EXTENSION_H -DTORCH_EXTENSION_NAME=_C -D_GLIBCXX_USE_CXX11_ABI=0 -std=c++14" failed with exit status 1
nicolas-chaulet commented 4 years ago

Yes, I can confirm, building with Ninja fixes the issue. @chrischoy you probably want to make it mandatory (or fix this weird problem that make add -fopenmp to the compilation flags...)

plusk01 commented 3 years ago

same issue, Ubuntu 18.04, CUDA 11.2, pytorch 1.8.1 - wasn't using ninja; then installed 1.10.2 and -fopenmp issue disappeared.

I agree - should make it clear in README that ninja is a pre-req

chrischoy commented 3 years ago

Hi @plusk01 ,

I believe pytorch c extensions use ninja by default. What do you mean by making ninja prereq?

plusk01 commented 3 years ago

Hi @chrischoy - on my Ubuntu 18.04 machine i did not have ninja installed, so it (presumably) defaulted to cmake. There seems to be something broken with the cmake build because I got the "unknown option -fopenmp" error. Once I installed ninja v1.10.2 (from binaries) everything worked. So I guess the suggestion is to either note ninja as a (potential) requirement in the readme or fix the underlying issue - i tried poking around with the build for a bit and couldn't figure out who is passing -fopenmp to nvcc, and then found the comment from @nicolas-chaulet above.

chrischoy commented 3 years ago

Thanks, I specified the ninja installation in the README as well as the setup script with BuildExtension.with_options(use_ninja=True).

haiduo commented 2 years ago

Hello, I spent the whole afternoon, but it still hasn't been installed. Who can help me take a look? I would be very grateful. I have installed ninja. image

The process is as follows:

(py3-mink) root@interactive60100:~# pip install -U git+https://github.com/NVIDIA/MinkowskiEngine -v --no-deps --install-option="--blas_include_dirs=${CONDA_PREFIX}/include" --install-option="--blas=openblas"
WARNING: Disabling all use of wheels due to the use of --build-option / --global-option / --install-option.
Using pip 22.1.2 from /root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/pip (python 3.8)
Collecting git+https://github.com/NVIDIA/MinkowskiEngine
  Cloning https://github.com/NVIDIA/MinkowskiEngine to /tmp/pip-req-build-evdat5lw
  Running command git version
  git version 2.17.1
  Running command git clone --filter=blob:none https://github.com/NVIDIA/MinkowskiEngine /tmp/pip-req-build-evdat5lw
  Cloning into '/tmp/pip-req-build-evdat5lw'...
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  Checking out files: 100% (244/244), done.
  Running command git rev-parse HEAD
  7867296920d055539aec295c0c41d06a4309b876
  Resolved https://github.com/NVIDIA/MinkowskiEngine to commit 7867296920d055539aec295c0c41d06a4309b876
  Running command python setup.py egg_info
  WARNING: Skipping MinkowskiEngine as it is not installed.
  WARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv
  --------------------------------
  | CUDA compilation set         |
  --------------------------------

  Using BLAS=openblas
  Using the default compiler
  running egg_info
  creating /tmp/pip-pip-egg-info-r3d5acw1/MinkowskiEngine.egg-info
  writing /tmp/pip-pip-egg-info-r3d5acw1/MinkowskiEngine.egg-info/PKG-INFO
  writing dependency_links to /tmp/pip-pip-egg-info-r3d5acw1/MinkowskiEngine.egg-info/dependency_links.txt
  writing requirements to /tmp/pip-pip-egg-info-r3d5acw1/MinkowskiEngine.egg-info/requires.txt
  writing top-level names to /tmp/pip-pip-egg-info-r3d5acw1/MinkowskiEngine.egg-info/top_level.txt
  writing manifest file '/tmp/pip-pip-egg-info-r3d5acw1/MinkowskiEngine.egg-info/SOURCES.txt'
  reading manifest file '/tmp/pip-pip-egg-info-r3d5acw1/MinkowskiEngine.egg-info/SOURCES.txt'
  reading manifest template 'MANIFEST.in'
  adding license file 'LICENSE'
  writing manifest file '/tmp/pip-pip-egg-info-r3d5acw1/MinkowskiEngine.egg-info/SOURCES.txt'
  /tmp/pip-req-build-evdat5lw/setup.py:198: 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
  Preparing metadata (setup.py) ... done
Skipping wheel build for MinkowskiEngine, due to binaries being disabled for it.
Installing collected packages: MinkowskiEngine
  Running command Running setup.py install for MinkowskiEngine
  WARNING: Skipping MinkowskiEngine as it is not installed.
  WARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv
  --------------------------------
  | CUDA compilation set         |
  --------------------------------

  Using BLAS=openblas
  Using the default compiler
  running install
  /root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/setuptools/command/install.py:34: SetuptoolsDeprecationWarning: setup.py install is deprecated. Use build and pip and other standards-based tools.
    warnings.warn(
  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/__init__.py -> build/lib.linux-x86_64-cpython-38/MinkowskiEngine
  copying ./MinkowskiEngine/MinkowskiChannelwiseConvolution.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/MinkowskiNormalization.py -> build/lib.linux-x86_64-cpython-38/MinkowskiEngine
  copying ./MinkowskiEngine/MinkowskiTensor.py -> build/lib.linux-x86_64-cpython-38/MinkowskiEngine
  copying ./MinkowskiEngine/MinkowskiUnion.py -> build/lib.linux-x86_64-cpython-38/MinkowskiEngine
  copying ./MinkowskiEngine/diagnostics.py -> build/lib.linux-x86_64-cpython-38/MinkowskiEngine
  copying ./MinkowskiEngine/MinkowskiNonlinearity.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/MinkowskiCoordinateManager.py -> 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/MinkowskiKernelGenerator.py -> build/lib.linux-x86_64-cpython-38/MinkowskiEngine
  copying ./MinkowskiEngine/MinkowskiConvolution.py -> build/lib.linux-x86_64-cpython-38/MinkowskiEngine
  copying ./MinkowskiEngine/MinkowskiOps.py -> build/lib.linux-x86_64-cpython-38/MinkowskiEngine
  copying ./MinkowskiEngine/MinkowskiTensorField.py -> build/lib.linux-x86_64-cpython-38/MinkowskiEngine
  copying ./MinkowskiEngine/MinkowskiCommon.py -> build/lib.linux-x86_64-cpython-38/MinkowskiEngine
  copying ./MinkowskiEngine/MinkowskiBroadcast.py -> build/lib.linux-x86_64-cpython-38/MinkowskiEngine
  copying ./MinkowskiEngine/MinkowskiPooling.py -> build/lib.linux-x86_64-cpython-38/MinkowskiEngine
  copying ./MinkowskiEngine/MinkowskiInterpolation.py -> build/lib.linux-x86_64-cpython-38/MinkowskiEngine
  creating 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/gradcheck.py -> 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/collation.py -> build/lib.linux-x86_64-cpython-38/MinkowskiEngine/utils
  copying ./MinkowskiEngine/utils/coords.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
  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 /tmp/pip-req-build-evdat5lw/build/temp.linux-x86_64-cpython-38
  creating /tmp/pip-req-build-evdat5lw/build/temp.linux-x86_64-cpython-38/tmp
  creating /tmp/pip-req-build-evdat5lw/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-evdat5lw
  creating /tmp/pip-req-build-evdat5lw/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-evdat5lw/src
  creating /tmp/pip-req-build-evdat5lw/build/temp.linux-x86_64-cpython-38/pybind
  Emitting ninja build file /tmp/pip-req-build-evdat5lw/build/temp.linux-x86_64-cpython-38/build.ninja...
  Compiling objects...
  Using envvar MAX_JOBS (12) as the number of workers...
  [1/21] /usr/local/cuda/bin/nvcc --generate-dependencies-with-compile --dependency-output /tmp/pip-req-build-evdat5lw/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-evdat5lw/src/broadcast_kernel.o.d -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include/torch/csrc/api/include -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include/TH -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include/THC -I/usr/local/cuda/include -I/tmp/pip-req-build-evdat5lw/src -I/tmp/pip-req-build-evdat5lw/src/3rdparty -I/root/miniconda3/envs/py3-mink/include -I/root/miniconda3/envs/py3-mink/include/python3.8 -c -c /tmp/pip-req-build-evdat5lw/src/broadcast_kernel.cu -o /tmp/pip-req-build-evdat5lw/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-evdat5lw/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_70,code=compute_70 -gencode=arch=compute_70,code=sm_70 -std=c++14
  FAILED: /tmp/pip-req-build-evdat5lw/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-evdat5lw/src/broadcast_kernel.o
  /usr/local/cuda/bin/nvcc --generate-dependencies-with-compile --dependency-output /tmp/pip-req-build-evdat5lw/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-evdat5lw/src/broadcast_kernel.o.d -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include/torch/csrc/api/include -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include/TH -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include/THC -I/usr/local/cuda/include -I/tmp/pip-req-build-evdat5lw/src -I/tmp/pip-req-build-evdat5lw/src/3rdparty -I/root/miniconda3/envs/py3-mink/include -I/root/miniconda3/envs/py3-mink/include/python3.8 -c -c /tmp/pip-req-build-evdat5lw/src/broadcast_kernel.cu -o /tmp/pip-req-build-evdat5lw/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-evdat5lw/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_70,code=compute_70 -gencode=arch=compute_70,code=sm_70 -std=c++14
  Killed
  [2/21] /usr/local/cuda/bin/nvcc --generate-dependencies-with-compile --dependency-output /tmp/pip-req-build-evdat5lw/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-evdat5lw/src/gpu.o.d -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include/torch/csrc/api/include -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include/TH -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include/THC -I/usr/local/cuda/include -I/tmp/pip-req-build-evdat5lw/src -I/tmp/pip-req-build-evdat5lw/src/3rdparty -I/root/miniconda3/envs/py3-mink/include -I/root/miniconda3/envs/py3-mink/include/python3.8 -c -c /tmp/pip-req-build-evdat5lw/src/gpu.cu -o /tmp/pip-req-build-evdat5lw/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-evdat5lw/src/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_70,code=compute_70 -gencode=arch=compute_70,code=sm_70 -std=c++14
  /tmp/pip-req-build-evdat5lw/src/gpu.cu(104): warning: function "minkowski::format_size" was declared but never referenced

  [3/21] /usr/local/cuda/bin/nvcc --generate-dependencies-with-compile --dependency-output /tmp/pip-req-build-evdat5lw/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-evdat5lw/src/convolution_kernel.o.d -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include/torch/csrc/api/include -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include/TH -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include/THC -I/usr/local/cuda/include -I/tmp/pip-req-build-evdat5lw/src -I/tmp/pip-req-build-evdat5lw/src/3rdparty -I/root/miniconda3/envs/py3-mink/include -I/root/miniconda3/envs/py3-mink/include/python3.8 -c -c /tmp/pip-req-build-evdat5lw/src/convolution_kernel.cu -o /tmp/pip-req-build-evdat5lw/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-evdat5lw/src/convolution_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_70,code=compute_70 -gencode=arch=compute_70,code=sm_70 -std=c++14
  FAILED: /tmp/pip-req-build-evdat5lw/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-evdat5lw/src/convolution_kernel.o
  /usr/local/cuda/bin/nvcc --generate-dependencies-with-compile --dependency-output /tmp/pip-req-build-evdat5lw/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-evdat5lw/src/convolution_kernel.o.d -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include/torch/csrc/api/include -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include/TH -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include/THC -I/usr/local/cuda/include -I/tmp/pip-req-build-evdat5lw/src -I/tmp/pip-req-build-evdat5lw/src/3rdparty -I/root/miniconda3/envs/py3-mink/include -I/root/miniconda3/envs/py3-mink/include/python3.8 -c -c /tmp/pip-req-build-evdat5lw/src/convolution_kernel.cu -o /tmp/pip-req-build-evdat5lw/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-evdat5lw/src/convolution_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_70,code=compute_70 -gencode=arch=compute_70,code=sm_70 -std=c++14
  Killed
  [4/21] /usr/local/cuda/bin/nvcc --generate-dependencies-with-compile --dependency-output /tmp/pip-req-build-evdat5lw/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-evdat5lw/src/broadcast_gpu.o.d -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include/torch/csrc/api/include -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include/TH -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include/THC -I/usr/local/cuda/include -I/tmp/pip-req-build-evdat5lw/src -I/tmp/pip-req-build-evdat5lw/src/3rdparty -I/root/miniconda3/envs/py3-mink/include -I/root/miniconda3/envs/py3-mink/include/python3.8 -c -c /tmp/pip-req-build-evdat5lw/src/broadcast_gpu.cu -o /tmp/pip-req-build-evdat5lw/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-evdat5lw/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_70,code=compute_70 -gencode=arch=compute_70,code=sm_70 -std=c++14
  FAILED: /tmp/pip-req-build-evdat5lw/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-evdat5lw/src/broadcast_gpu.o
  /usr/local/cuda/bin/nvcc --generate-dependencies-with-compile --dependency-output /tmp/pip-req-build-evdat5lw/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-evdat5lw/src/broadcast_gpu.o.d -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include/torch/csrc/api/include -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include/TH -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include/THC -I/usr/local/cuda/include -I/tmp/pip-req-build-evdat5lw/src -I/tmp/pip-req-build-evdat5lw/src/3rdparty -I/root/miniconda3/envs/py3-mink/include -I/root/miniconda3/envs/py3-mink/include/python3.8 -c -c /tmp/pip-req-build-evdat5lw/src/broadcast_gpu.cu -o /tmp/pip-req-build-evdat5lw/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-evdat5lw/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_70,code=compute_70 -gencode=arch=compute_70,code=sm_70 -std=c++14
  Killed
  [5/21] /usr/local/cuda/bin/nvcc --generate-dependencies-with-compile --dependency-output /tmp/pip-req-build-evdat5lw/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-evdat5lw/src/convolution_gpu.o.d -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include/torch/csrc/api/include -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include/TH -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include/THC -I/usr/local/cuda/include -I/tmp/pip-req-build-evdat5lw/src -I/tmp/pip-req-build-evdat5lw/src/3rdparty -I/root/miniconda3/envs/py3-mink/include -I/root/miniconda3/envs/py3-mink/include/python3.8 -c -c /tmp/pip-req-build-evdat5lw/src/convolution_gpu.cu -o /tmp/pip-req-build-evdat5lw/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-evdat5lw/src/convolution_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_70,code=compute_70 -gencode=arch=compute_70,code=sm_70 -std=c++14
  FAILED: /tmp/pip-req-build-evdat5lw/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-evdat5lw/src/convolution_gpu.o
  /usr/local/cuda/bin/nvcc --generate-dependencies-with-compile --dependency-output /tmp/pip-req-build-evdat5lw/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-evdat5lw/src/convolution_gpu.o.d -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include/torch/csrc/api/include -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include/TH -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include/THC -I/usr/local/cuda/include -I/tmp/pip-req-build-evdat5lw/src -I/tmp/pip-req-build-evdat5lw/src/3rdparty -I/root/miniconda3/envs/py3-mink/include -I/root/miniconda3/envs/py3-mink/include/python3.8 -c -c /tmp/pip-req-build-evdat5lw/src/convolution_gpu.cu -o /tmp/pip-req-build-evdat5lw/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-evdat5lw/src/convolution_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_70,code=compute_70 -gencode=arch=compute_70,code=sm_70 -std=c++14
  Killed
  [6/21] /usr/local/cuda/bin/nvcc --generate-dependencies-with-compile --dependency-output /tmp/pip-req-build-evdat5lw/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-evdat5lw/src/coordinate_map_gpu.o.d -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include/torch/csrc/api/include -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include/TH -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include/THC -I/usr/local/cuda/include -I/tmp/pip-req-build-evdat5lw/src -I/tmp/pip-req-build-evdat5lw/src/3rdparty -I/root/miniconda3/envs/py3-mink/include -I/root/miniconda3/envs/py3-mink/include/python3.8 -c -c /tmp/pip-req-build-evdat5lw/src/coordinate_map_gpu.cu -o /tmp/pip-req-build-evdat5lw/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-evdat5lw/src/coordinate_map_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_70,code=compute_70 -gencode=arch=compute_70,code=sm_70 -std=c++14
  FAILED: /tmp/pip-req-build-evdat5lw/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-evdat5lw/src/coordinate_map_gpu.o
  /usr/local/cuda/bin/nvcc --generate-dependencies-with-compile --dependency-output /tmp/pip-req-build-evdat5lw/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-evdat5lw/src/coordinate_map_gpu.o.d -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include/torch/csrc/api/include -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include/TH -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include/THC -I/usr/local/cuda/include -I/tmp/pip-req-build-evdat5lw/src -I/tmp/pip-req-build-evdat5lw/src/3rdparty -I/root/miniconda3/envs/py3-mink/include -I/root/miniconda3/envs/py3-mink/include/python3.8 -c -c /tmp/pip-req-build-evdat5lw/src/coordinate_map_gpu.cu -o /tmp/pip-req-build-evdat5lw/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-evdat5lw/src/coordinate_map_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_70,code=compute_70 -gencode=arch=compute_70,code=sm_70 -std=c++14
  Killed
  [7/21] /usr/local/cuda/bin/nvcc --generate-dependencies-with-compile --dependency-output /tmp/pip-req-build-evdat5lw/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-evdat5lw/src/local_pooling_gpu.o.d -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include/torch/csrc/api/include -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include/TH -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include/THC -I/usr/local/cuda/include -I/tmp/pip-req-build-evdat5lw/src -I/tmp/pip-req-build-evdat5lw/src/3rdparty -I/root/miniconda3/envs/py3-mink/include -I/root/miniconda3/envs/py3-mink/include/python3.8 -c -c /tmp/pip-req-build-evdat5lw/src/local_pooling_gpu.cu -o /tmp/pip-req-build-evdat5lw/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-evdat5lw/src/local_pooling_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_70,code=compute_70 -gencode=arch=compute_70,code=sm_70 -std=c++14
  FAILED: /tmp/pip-req-build-evdat5lw/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-evdat5lw/src/local_pooling_gpu.o
  /usr/local/cuda/bin/nvcc --generate-dependencies-with-compile --dependency-output /tmp/pip-req-build-evdat5lw/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-evdat5lw/src/local_pooling_gpu.o.d -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include/torch/csrc/api/include -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include/TH -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include/THC -I/usr/local/cuda/include -I/tmp/pip-req-build-evdat5lw/src -I/tmp/pip-req-build-evdat5lw/src/3rdparty -I/root/miniconda3/envs/py3-mink/include -I/root/miniconda3/envs/py3-mink/include/python3.8 -c -c /tmp/pip-req-build-evdat5lw/src/local_pooling_gpu.cu -o /tmp/pip-req-build-evdat5lw/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-evdat5lw/src/local_pooling_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_70,code=compute_70 -gencode=arch=compute_70,code=sm_70 -std=c++14
  Killed
  [8/21] /usr/local/cuda/bin/nvcc --generate-dependencies-with-compile --dependency-output /tmp/pip-req-build-evdat5lw/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-evdat5lw/src/coordinate_map_manager.o.d -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include/torch/csrc/api/include -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include/TH -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include/THC -I/usr/local/cuda/include -I/tmp/pip-req-build-evdat5lw/src -I/tmp/pip-req-build-evdat5lw/src/3rdparty -I/root/miniconda3/envs/py3-mink/include -I/root/miniconda3/envs/py3-mink/include/python3.8 -c -c /tmp/pip-req-build-evdat5lw/src/coordinate_map_manager.cu -o /tmp/pip-req-build-evdat5lw/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-evdat5lw/src/coordinate_map_manager.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_70,code=compute_70 -gencode=arch=compute_70,code=sm_70 -std=c++14
  FAILED: /tmp/pip-req-build-evdat5lw/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-evdat5lw/src/coordinate_map_manager.o
  /usr/local/cuda/bin/nvcc --generate-dependencies-with-compile --dependency-output /tmp/pip-req-build-evdat5lw/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-evdat5lw/src/coordinate_map_manager.o.d -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include/torch/csrc/api/include -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include/TH -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include/THC -I/usr/local/cuda/include -I/tmp/pip-req-build-evdat5lw/src -I/tmp/pip-req-build-evdat5lw/src/3rdparty -I/root/miniconda3/envs/py3-mink/include -I/root/miniconda3/envs/py3-mink/include/python3.8 -c -c /tmp/pip-req-build-evdat5lw/src/coordinate_map_manager.cu -o /tmp/pip-req-build-evdat5lw/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-evdat5lw/src/coordinate_map_manager.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_70,code=compute_70 -gencode=arch=compute_70,code=sm_70 -std=c++14
  Killed
  [9/21] /usr/local/cuda/bin/nvcc --generate-dependencies-with-compile --dependency-output /tmp/pip-req-build-evdat5lw/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-evdat5lw/src/interpolation_gpu.o.d -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include/torch/csrc/api/include -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include/TH -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include/THC -I/usr/local/cuda/include -I/tmp/pip-req-build-evdat5lw/src -I/tmp/pip-req-build-evdat5lw/src/3rdparty -I/root/miniconda3/envs/py3-mink/include -I/root/miniconda3/envs/py3-mink/include/python3.8 -c -c /tmp/pip-req-build-evdat5lw/src/interpolation_gpu.cu -o /tmp/pip-req-build-evdat5lw/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-evdat5lw/src/interpolation_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_70,code=compute_70 -gencode=arch=compute_70,code=sm_70 -std=c++14
  FAILED: /tmp/pip-req-build-evdat5lw/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-evdat5lw/src/interpolation_gpu.o
  /usr/local/cuda/bin/nvcc --generate-dependencies-with-compile --dependency-output /tmp/pip-req-build-evdat5lw/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-evdat5lw/src/interpolation_gpu.o.d -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include/torch/csrc/api/include -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include/TH -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include/THC -I/usr/local/cuda/include -I/tmp/pip-req-build-evdat5lw/src -I/tmp/pip-req-build-evdat5lw/src/3rdparty -I/root/miniconda3/envs/py3-mink/include -I/root/miniconda3/envs/py3-mink/include/python3.8 -c -c /tmp/pip-req-build-evdat5lw/src/interpolation_gpu.cu -o /tmp/pip-req-build-evdat5lw/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-evdat5lw/src/interpolation_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_70,code=compute_70 -gencode=arch=compute_70,code=sm_70 -std=c++14
  Killed
  [10/21] /usr/local/cuda/bin/nvcc --generate-dependencies-with-compile --dependency-output /tmp/pip-req-build-evdat5lw/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-evdat5lw/src/convolution_transpose_gpu.o.d -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include/torch/csrc/api/include -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include/TH -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include/THC -I/usr/local/cuda/include -I/tmp/pip-req-build-evdat5lw/src -I/tmp/pip-req-build-evdat5lw/src/3rdparty -I/root/miniconda3/envs/py3-mink/include -I/root/miniconda3/envs/py3-mink/include/python3.8 -c -c /tmp/pip-req-build-evdat5lw/src/convolution_transpose_gpu.cu -o /tmp/pip-req-build-evdat5lw/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-evdat5lw/src/convolution_transpose_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_70,code=compute_70 -gencode=arch=compute_70,code=sm_70 -std=c++14
  FAILED: /tmp/pip-req-build-evdat5lw/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-evdat5lw/src/convolution_transpose_gpu.o
  /usr/local/cuda/bin/nvcc --generate-dependencies-with-compile --dependency-output /tmp/pip-req-build-evdat5lw/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-evdat5lw/src/convolution_transpose_gpu.o.d -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include/torch/csrc/api/include -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include/TH -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include/THC -I/usr/local/cuda/include -I/tmp/pip-req-build-evdat5lw/src -I/tmp/pip-req-build-evdat5lw/src/3rdparty -I/root/miniconda3/envs/py3-mink/include -I/root/miniconda3/envs/py3-mink/include/python3.8 -c -c /tmp/pip-req-build-evdat5lw/src/convolution_transpose_gpu.cu -o /tmp/pip-req-build-evdat5lw/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-evdat5lw/src/convolution_transpose_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_70,code=compute_70 -gencode=arch=compute_70,code=sm_70 -std=c++14
  Killed
  [11/21] c++ -MMD -MF /tmp/pip-req-build-evdat5lw/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-evdat5lw/src/direct_max_pool.o.d -pthread -B /root/miniconda3/envs/py3-mink/compiler_compat -Wl,--sysroot=/ -Wsign-compare -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -fPIC -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include/torch/csrc/api/include -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include/TH -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include/THC -I/usr/local/cuda/include -I/tmp/pip-req-build-evdat5lw/src -I/tmp/pip-req-build-evdat5lw/src/3rdparty -I/root/miniconda3/envs/py3-mink/include -I/root/miniconda3/envs/py3-mink/include/python3.8 -c -c /tmp/pip-req-build-evdat5lw/src/direct_max_pool.cpp -o /tmp/pip-req-build-evdat5lw/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-evdat5lw/src/direct_max_pool.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++14
  cc1plus: warning: command line option ‘-Wstrict-prototypes’ is valid for C/ObjC but not for C++
  [12/21] /usr/local/cuda/bin/nvcc --generate-dependencies-with-compile --dependency-output /tmp/pip-req-build-evdat5lw/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-evdat5lw/src/global_pooling_gpu.o.d -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include/torch/csrc/api/include -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include/TH -I/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/include/THC -I/usr/local/cuda/include -I/tmp/pip-req-build-evdat5lw/src -I/tmp/pip-req-build-evdat5lw/src/3rdparty -I/root/miniconda3/envs/py3-mink/include -I/root/miniconda3/envs/py3-mink/include/python3.8 -c -c /tmp/pip-req-build-evdat5lw/src/global_pooling_gpu.cu -o /tmp/pip-req-build-evdat5lw/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-evdat5lw/src/global_pooling_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_70,code=compute_70 -gencode=arch=compute_70,code=sm_70 -std=c++14
  ninja: build stopped: subcommand failed.
  Traceback (most recent call last):
    File "/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/utils/cpp_extension.py", line 1667, in _run_ninja_build
      subprocess.run(
    File "/root/miniconda3/envs/py3-mink/lib/python3.8/subprocess.py", line 516, in run
      raise CalledProcessError(retcode, process.args,
  subprocess.CalledProcessError: Command '['ninja', '-v', '-j', '12']' 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 "/tmp/pip-req-build-evdat5lw/setup.py", line 317, in <module>
      setup(
    File "/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/setuptools/__init__.py", line 87, in setup
      return distutils.core.setup(**attrs)
    File "/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/setuptools/_distutils/core.py", line 185, in setup
      return run_commands(dist)
    File "/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/setuptools/_distutils/core.py", line 201, in run_commands
      dist.run_commands()
    File "/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/setuptools/_distutils/dist.py", line 973, in run_commands
      self.run_command(cmd)
    File "/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/setuptools/dist.py", line 1217, in run_command
      super().run_command(command)
    File "/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/setuptools/_distutils/dist.py", line 992, in run_command
      cmd_obj.run()
    File "/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/setuptools/command/install.py", line 68, in run
      return orig.install.run(self)
    File "/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/setuptools/_distutils/command/install.py", line 692, in run
      self.run_command('build')
    File "/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/setuptools/_distutils/cmd.py", line 319, in run_command
      self.distribution.run_command(command)
    File "/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/setuptools/dist.py", line 1217, in run_command
      super().run_command(command)
    File "/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/setuptools/_distutils/dist.py", line 992, in run_command
      cmd_obj.run()
    File "/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/setuptools/command/build.py", line 24, in run
      super().run()
    File "/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/setuptools/_distutils/command/build.py", line 132, in run
      self.run_command(cmd_name)
    File "/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/setuptools/_distutils/cmd.py", line 319, in run_command
      self.distribution.run_command(command)
    File "/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/setuptools/dist.py", line 1217, in run_command
      super().run_command(command)
    File "/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/setuptools/_distutils/dist.py", line 992, in run_command
      cmd_obj.run()
    File "/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/setuptools/command/build_ext.py", line 79, in run
      _build_ext.run(self)
    File "/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/setuptools/_distutils/command/build_ext.py", line 346, in run
      self.build_extensions()
    File "/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/utils/cpp_extension.py", line 708, in build_extensions
      build_ext.build_extensions(self)
    File "/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/setuptools/_distutils/command/build_ext.py", line 466, in build_extensions
      self._build_extensions_serial()
    File "/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/setuptools/_distutils/command/build_ext.py", line 492, in _build_extensions_serial
      self.build_extension(ext)
    File "/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/setuptools/command/build_ext.py", line 202, in build_extension
      _build_ext.build_extension(self, ext)
    File "/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/setuptools/_distutils/command/build_ext.py", line 547, in build_extension
      objects = self.compiler.compile(
    File "/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/utils/cpp_extension.py", line 529, in unix_wrap_ninja_compile
      _write_ninja_file_and_compile_objects(
    File "/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/utils/cpp_extension.py", line 1354, in _write_ninja_file_and_compile_objects
      _run_ninja_build(
    File "/root/miniconda3/envs/py3-mink/lib/python3.8/site-packages/torch/utils/cpp_extension.py", line 1683, in _run_ninja_build
      raise RuntimeError(message) from e
  RuntimeError: Error compiling objects for extension
  error: subprocess-exited-with-error

  × Running setup.py install for MinkowskiEngine did not run successfully.
  │ exit code: 1
  ╰─> See above for output.

  note: This error originates from a subprocess, and is likely not a problem with pip.
  full command: /root/miniconda3/envs/py3-mink/bin/python -u -c '
  exec(compile('"'"''"'"''"'"'
  # This is <pip-setuptools-caller> -- a caller that pip uses to run setup.py
  #
  # - It imports setuptools before invoking setup.py, to enable projects that directly
  #   import from `distutils.core` to work with newer packaging standards.
  # - It provides a clear error message when setuptools is not installed.
  # - It sets `sys.argv[0]` to the underlying `setup.py`, when invoking `setup.py` so
  #   setuptools doesn'"'"'t think the script is `-c`. This avoids the following warning:
  #     manifest_maker: standard file '"'"'-c'"'"' not found".
  # - It generates a shim setup.py, for handling setup.cfg-only projects.
  import os, sys, tokenize

  try:
      import setuptools
  except ImportError as error:
      print(
          "ERROR: Can not execute `setup.py` since setuptools is not available in "
          "the build environment.",
          file=sys.stderr,
      )
      sys.exit(1)

  __file__ = %r
  sys.argv[0] = __file__

  if os.path.exists(__file__):
      filename = __file__
      with tokenize.open(__file__) as f:
          setup_py_code = f.read()
  else:
      filename = "<auto-generated setuptools caller>"
      setup_py_code = "from setuptools import setup; setup()"

  exec(compile(setup_py_code, filename, "exec"))
  '"'"''"'"''"'"' % ('"'"'/tmp/pip-req-build-evdat5lw/setup.py'"'"',), "<pip-setuptools-caller>", "exec"))' install --record /tmp/pip-record-edp3hpts/install-record.txt --single-version-externally-managed --compile --install-headers /root/miniconda3/envs/py3-mink/include/python3.8/MinkowskiEngine --blas_include_dirs=/root/miniconda3/envs/py3-mink/include --blas=openblas
  cwd: /tmp/pip-req-build-evdat5lw/
  Running setup.py install for MinkowskiEngine ... error
error: legacy-install-failure

× Encountered error while trying to install package.
╰─> MinkowskiEngine

note: This is an issue with the package mentioned above, not pip.
hint: See above for output from the failure.
curtis18 commented 1 year ago

@haiduo I have the same issue. Did you resolve it?

haiduo commented 1 year ago

@haiduo I have the same issue. Did you resolve it?

Yes, you can refer to https://github.com/NVIDIA/MinkowskiEngine/issues/495#issuecomment-1249202390

curtis18 commented 1 year ago

@haiduo Thank you. It works now.