MinkowskiEngine icon indicating copy to clipboard operation
MinkowskiEngine copied to clipboard

Unable to install on Ubuntu 20.04 for RTX 3090 with GCC 9.3.0

Open aniqueakhtar opened this issue 2 years ago • 7 comments

previously, I was able to install Minkowski on 'RTX 1080 Ti' with 'gcc 7.5' using the following command:

conda create -n mink python=3.7
conda activate mink
conda install pytorch=1.8.1 -c pytorch
conda install -c anaconda libopenblas future
pip install -U git+https://github.com/StanfordVL/MinkowskiEngine \
	--install-option="--force_cuda" \
	--install-option="--cuda_home=/usr/local/cuda" \
	--install-option="--blas=openblas"

But now using 'RTX 3090', I can't get it to run using the above command or any of these commands:

conda create -n py3-mink python=3.8
conda activate py3-mink
conda install openblas-devel -c anaconda
conda install pytorch=1.8.1 torchvision cudatoolkit=10.2 -c pytorch -c conda-forge
export CXX=g++-7
pip install -U git+https://github.com/NVIDIA/MinkowskiEngine -v --no-deps --install-option="--blas_include_dirs=${CONDA_PREFIX}/include" --install-option="--blas=openblas"
conda create -n py3-mink python=3.8
conda activate py3-mink
conda install openblas-devel -c anaconda
conda install pytorch=1.7.1 torchvision cudatoolkit=11.0 -c pytorch -c conda-forge
pip install -U git+https://github.com/NVIDIA/MinkowskiEngine -v --no-deps --install-option="--blas_include_dirs=${CONDA_PREFIX}/include" --install-option="--blas=openblas"
sudo apt install build-essential python3-dev libopenblas-dev
pip install torch ninja
pip install -U MinkowskiEngine --install-option="--blas=openblas" -v --no-deps
pip install -U git+https://github.com/NVIDIA/MinkowskiEngine -v --no-deps \

I also tried other variations.

Everything almost gets the same error:

    /home/anique/anaconda3/envs/mink/lib/python3.8/site-packages/torch/include/pybind11/pybind11.h:1324:1: note: candidate: ‘template<class ... Args, class ... Extra> pybind
11::class_<type_, options>& pybind11::class_<type_, options>::def(pybind11::detail::initimpl::pickle_factory<Args ...>&&, const Extra& ...) [with Args = {Args ...}; Extra = 
{Extra ...}; type_ = minkowski::CoordinateMapKey; options = {}]’                                                                                                             
     1324 |     class_ &def(detail::initimpl::pickle_factory<Args...> &&pf, const Extra &...extra) {                                                                         
          | ^                                                                                                                                                                
    /home/anique/anaconda3/envs/mink/lib/python3.8/site-packages/torch/include/pybind11/pybind11.h:1324:1: note:   template argument deduction/substitution failed:          
    /tmp/pip-req-build-58zgfe0n/pybind/extern.hpp:744:887: note:   ‘pybind11::detail::op_<pybind11::detail::op_eq, pybind11::detail::op_l, pybind11::detail::self_t, pybind11
::detail::self_t>’ is not derived from ‘pybind11::detail::initimpl::pickle_factory<Args ...>’                                                                                
      744 |   py::class_<minkowski::CoordinateMapKey>(m, "CoordinateMapKey")                                                                                                 
          |                                                                                                                                                                  
                                                                                                                                                                             
                                                                                                                                                                             
                                                                                                                                                                             
                                                                                                                                                                             
                                 ^                                                                                                                                           
    ninja: build stopped: subcommand failed.                                                                                                                                 
    Traceback (most recent call last):                                                                                                                                       
      File "/home/anique/anaconda3/envs/mink/lib/python3.8/site-packages/torch/utils/cpp_extension.py", line 1533, in _run_ninja_build                                       
        subprocess.run(                                                                                                                                                      
      File "/home/anique/anaconda3/envs/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 1, in <module>
      File "/tmp/pip-req-build-58zgfe0n/setup.py", line 316, in <module>                                                                                                     
        setup(                                                                                                                                                               
      File "/home/anique/anaconda3/envs/mink/lib/python3.8/site-packages/setuptools/__init__.py", line 153, in setup                                                         
        return distutils.core.setup(**attrs)                                                                                                                                 
      File "/home/anique/anaconda3/envs/mink/lib/python3.8/distutils/core.py", line 148, in setup                                                                            
        dist.run_commands()                                                                                                                                                  
      File "/home/anique/anaconda3/envs/mink/lib/python3.8/distutils/dist.py", line 966, in run_commands                                                                     
        self.run_command(cmd)                                                                                                                                                
      File "/home/anique/anaconda3/envs/mink/lib/python3.8/distutils/dist.py", line 985, in run_command                                                                      
        cmd_obj.run()                                                                                                                                                        
      File "/home/anique/anaconda3/envs/mink/lib/python3.8/site-packages/setuptools/command/install.py", line 61, in run                                                     
        return orig.install.run(self)                                                                                                                                        
      File "/home/anique/anaconda3/envs/mink/lib/python3.8/distutils/command/install.py", line 545, in run                                                                   
        self.run_command('build')                                                                                                                                            
      File "/home/anique/anaconda3/envs/mink/lib/python3.8/distutils/cmd.py", line 313, in run_command                                                                       
        self.distribution.run_command(command)                                                                                                                               
      File "/home/anique/anaconda3/envs/mink/lib/python3.8/distutils/dist.py", line 985, in run_command                                                                      
        cmd_obj.run()                                                                                                                                                        
      File "/home/anique/anaconda3/envs/mink/lib/python3.8/distutils/command/build.py", line 135, in run                                                                     
        self.run_command(cmd_name)                                                                                                                                           
      File "/home/anique/anaconda3/envs/mink/lib/python3.8/distutils/cmd.py", line 313, in run_command                                                                       
        self.distribution.run_command(command)                                                                                                                               
      File "/home/anique/anaconda3/envs/mink/lib/python3.8/distutils/dist.py", line 985, in run_command                                                                      
        cmd_obj.run()                                                                                                                                                        
      File "/home/anique/anaconda3/envs/mink/lib/python3.8/site-packages/setuptools/command/build_ext.py", line 79, in run                                                   
        _build_ext.run(self)                                                                                                                                                 
      File "/home/anique/anaconda3/envs/mink/lib/python3.8/distutils/command/build_ext.py", line 340, in run                                                                 
        self.build_extensions()                                                                                                                                              
      File "/home/anique/anaconda3/envs/mink/lib/python3.8/site-packages/torch/utils/cpp_extension.py", line 670, in build_extensions                                        
        build_ext.build_extensions(self)                                                                                                                                     
      File "/home/anique/anaconda3/envs/mink/lib/python3.8/distutils/command/build_ext.py", line 449, in build_extensions                                                    
        self._build_extensions_serial()                                                                                                                                      
      File "/home/anique/anaconda3/envs/mink/lib/python3.8/distutils/command/build_ext.py", line 474, in _build_extensions_serial                                            
        self.build_extension(ext)                                                                                                                                            
      File "/home/anique/anaconda3/envs/mink/lib/python3.8/site-packages/setuptools/command/build_ext.py", line 196, in build_extension                                      
        _build_ext.build_extension(self, ext)                                                                                                                                
      File "/home/anique/anaconda3/envs/mink/lib/python3.8/distutils/command/build_ext.py", line 528, in build_extension                                                     
        objects = self.compiler.compile(sources,                                                                                                                             
      File "/home/anique/anaconda3/envs/mink/lib/python3.8/site-packages/torch/utils/cpp_extension.py", line 491, in unix_wrap_ninja_compile                                 
        _write_ninja_file_and_compile_objects(                                                                                                                               
      File "/home/anique/anaconda3/envs/mink/lib/python3.8/site-packages/torch/utils/cpp_extension.py", line 1250, in _write_ninja_file_and_compile_objects
        _run_ninja_build(
      File "/home/anique/anaconda3/envs/mink/lib/python3.8/site-packages/torch/utils/cpp_extension.py", line 1555, in _run_ninja_build
        raise RuntimeError(message) from e
    RuntimeError: Error compiling objects for extension
    Running setup.py install for MinkowskiEngine ... error

ERROR: Command errored out with exit status 1: /home/anique/anaconda3/envs/mink/bin/python -u -c 'import sys, setuptools, tokenize; sys.argv[0] = '"'"'/tmp/pip-req-build-58z
gfe0n/setup.py'"'"'; __file__='"'"'/tmp/pip-req-build-58zgfe0n/setup.py'"'"';f=getattr(tokenize, '"'"'open'"'"', open)(__file__);code=f.read().replace('"'"'\r\n'"'"', '"'"'\
n'"'"');f.close();exec(compile(code, __file__, '"'"'exec'"'"'))' install --record /tmp/pip-record-phongh3k/install-record.txt --single-version-externally-managed --compile -
-install-headers /home/anique/anaconda3/envs/mink/include/python3.8/MinkowskiEngine --blas_include_dirs=/home/anique/anaconda3/envs/mink/include --blas=openblas Check the lo
gs for full command output.
Exception information:
Traceback (most recent call last):
  File "/home/anique/anaconda3/envs/mink/lib/python3.8/site-packages/pip/_internal/req/req_install.py", line 812, in install
    success = install_legacy(
  File "/home/anique/anaconda3/envs/mink/lib/python3.8/site-packages/pip/_internal/operations/install/legacy.py", line 86, in install
    raise LegacyInstallFailure
pip._internal.operations.install.legacy.LegacyInstallFailure

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
  File "/home/anique/anaconda3/envs/mink/lib/python3.8/site-packages/pip/_internal/cli/base_command.py", line 189, in _main
    status = self.run(options, args)
  File "/home/anique/anaconda3/envs/mink/lib/python3.8/site-packages/pip/_internal/cli/req_command.py", line 178, in wrapper
    return func(self, options, args)
  File "/home/anique/anaconda3/envs/mink/lib/python3.8/site-packages/pip/_internal/commands/install.py", line 391, in run
    installed = install_given_reqs(
  File "/home/anique/anaconda3/envs/mink/lib/python3.8/site-packages/pip/_internal/req/__init__.py", line 80, in install_given_reqs
    requirement.install(
  File "/home/anique/anaconda3/envs/mink/lib/python3.8/site-packages/pip/_internal/req/req_install.py", line 830, in install
    six.reraise(*exc.parent)
  File "/home/anique/anaconda3/envs/mink/lib/python3.8/site-packages/pip/_vendor/six.py", line 703, in reraise
    raise value
  File "/home/anique/anaconda3/envs/mink/lib/python3.8/site-packages/pip/_internal/operations/install/legacy.py", line 74, in install
    runner(
  File "/home/anique/anaconda3/envs/mink/lib/python3.8/site-packages/pip/_internal/utils/subprocess.py", line 289, in runner
    call_subprocess(
  File "/home/anique/anaconda3/envs/mink/lib/python3.8/site-packages/pip/_internal/utils/subprocess.py", line 258, in call_subprocess
    raise InstallationSubprocessError(proc.returncode, command_desc)
pip._internal.exceptions.InstallationSubprocessError: Command errored out with exit status 1: /home/anique/anaconda3/envs/mink/bin/python -u -c 'import sys, setuptools, toke
nize; sys.argv[0] = '"'"'/tmp/pip-req-build-58zgfe0n/setup.py'"'"'; __file__='"'"'/tmp/pip-req-build-58zgfe0n/setup.py'"'"';f=getattr(tokenize, '"'"'open'"'"', open)(__file_
_);code=f.read().replace('"'"'\r\n'"'"', '"'"'\n'"'"');f.close();exec(compile(code, __file__, '"'"'exec'"'"'))' install --record /tmp/pip-record-phongh3k/install-record.txt 
--single-version-externally-managed --compile --install-headers /home/anique/anaconda3/envs/mink/include/python3.8/MinkowskiEngine --blas_include_dirs=/home/anique/anaconda3
/envs/mink/include --blas=openblas Check the logs for full command output.
Removed build tracker: '/tmp/pip-req-tracker-x4cvgy95'

Basically, I have tried combinations of Pytorch=1.7.1, 1.8, and 1.9, python 3.7 and 3.8, cudatoolkit=10.2, 11.0, and 11.1. I have tried both Anaconda and pip installation. Nothing seems to be working.

Searching around, it seems a lot of deep learning libraries are facing similar issues. Any help would be greatly appreciated. Thanks

aniqueakhtar avatar Sep 01 '21 07:09 aniqueakhtar

I have been able to get these two dockerfiles to work.

Maybe it would be better to include these dockerfiles in the documentation so others can follow it:

I added the TORCH_CUDA_ARCH_LIST="8.6+PTX" because it wasn't working without it for my GPU (RTX 3090). Others would have to use TORCH_CUDA_ARCH_LIST="YOUR_GPUs_CC+PTX" to run: More details: https://pytorch.org/docs/stable/cpp_extension.html Find your YOUR_GPUs_CC at: https://developer.nvidia.com/cuda-gpus

This Dockerfile is working with 3090 Dockerfile # 1:

FROM nvidia/cuda:11.1.1-cudnn8-devel-ubuntu20.04

RUN apt-get update

RUN DEBIAN_FRONTEND=noninteractive apt-get install keyboard-configuration -y
RUN DEBIAN_FRONTEND=noninteractive apt-get install -y tzdata

RUN apt-get --assume-yes install software-properties-common
RUN add-apt-repository ppa:deadsnakes/ppa
#RUN apt install python3.7 -y

#RUN ln -s /usr/bin/python3.8 /usr/bin/python3
RUN ln -s /usr/bin/python3.8 /usr/bin/python

RUN apt install python3-pip -y
RUN python -m pip install --upgrade pip
#RUN python -m pip install --upgrade pip3

RUN apt-get install -y\
      build-essential \
      apt-utils \
      ca-certificates \
      wget \
      git \
      vim \
      libssl-dev \
      curl \
      unzip \
      unrar
	  
RUN apt-get install -y libsm6 libxrender1 libfontconfig1 libpython3.7-dev libopenblas-dev
RUN apt install libgl1-mesa-glx -y

RUN python -m pip install torch==1.9.0+cu111 torchvision==0.10.0+cu111 torchaudio==0.9.0 -f https://download.pytorch.org/whl/torch_stable.html

RUN python -m pip install matplotlib \
 && python -m pip install pillow \
 && python -m pip install numpy \
 && python -m pip install scipy \
 && python -m pip install cython \
 && python -m pip install scikit-image \
 && python -m pip install sklearn \
 && python -m pip install opencv-python \
 && python -m pip install open3d
	
RUN TORCH_CUDA_ARCH_LIST="8.6+PTX" python -m pip install -U git+https://github.com/StanfordVL/MinkowskiEngine \
	--install-option="--force_cuda" \
	--install-option="--cuda_home=/usr/local/cuda" \
	--install-option="--blas=openblas"

RUN python -m pip install h5py \
 && python -m pip install tensorboardX \
 && python -m pip install easydict

This Dockerfile I used with 1080Ti Dockerfile # 2:

FROM nvidia/cuda:10.2-cudnn7-devel-ubuntu18.04

RUN apt-get update

RUN DEBIAN_FRONTEND=noninteractive apt-get install keyboard-configuration -y

RUN apt install python3.7 -y

RUN ln -s /usr/bin/python3.7 /usr/bin/python3
RUN ln -s /usr/bin/python3.7 /usr/bin/python

RUN apt install python3-pip -y
RUN python -m pip install pip

RUN apt-get install -y\
      build-essential \
      apt-utils \
      ca-certificates \
      wget \
      git \
      vim \
      libssl-dev \
      curl \
      unzip \
      unrar
	  
RUN apt-get install -y libsm6 libxrender1 libfontconfig1 libpython3.7-dev libopenblas-dev
RUN apt install libgl1-mesa-glx -y

RUN python -m pip install matplotlib \
 && python -m pip install pillow \
 && python -m pip install numpy \
 && python -m pip install scipy \
 && python -m pip install cython \
 && python -m pip install scikit-image \
 && python -m pip install sklearn \
 && python -m pip install opencv-python \
 && python -m pip install open3d \
 && python -m pip install torch \
 && python -m pip install torchvision
	
RUN python -m pip install -U git+https://github.com/StanfordVL/MinkowskiEngine \
	--install-option="--force_cuda" \
	--install-option="--cuda_home=/usr/local/cuda" \
	--install-option="--blas=openblas"

aniqueakhtar avatar Sep 01 '21 09:09 aniqueakhtar

I met the same compilation problem when I did the installation on my 3080.

houyongkuo avatar Sep 10 '21 02:09 houyongkuo

I met the same compilation problem when I did the installation on my 3080.

Hi, I got the same issue. How can I solve it?

emilypython avatar Nov 29 '21 09:11 emilypython

Maybe you can use my “MinkowskiEngine.yml” format file to create an anaconda environment, and then try to install MinkowskiEngine. [MinkowskiEngine.yml] (https://github.com/HOUYONGKUO/env_Anaconda/blob/main/MinkowskiEngine.yml)

houyongkuo avatar Jan 10 '22 07:01 houyongkuo

Since this topic is still open. This is how I was able to install Minkowski on 3090 Ti using Anaconda:

conda create -n py3-mink python=3.8
conda activate py3-mink

conda install openblas-devel -c anaconda

pip3 install torch==1.8.2+cu102 torchvision==0.9.2+cu102 torchaudio==0.8.2 -f https://download.pytorch.org/whl/lts/1.8/torch_lts.html

pip install -U git+https://github.com/NVIDIA/MinkowskiEngine -v --no-deps --install-option="--blas_include_dirs=${CONDA_PREFIX}/include" --install-option="--blas=openblas"

aniqueakhtar avatar Feb 11 '22 21:02 aniqueakhtar

Since this topic is still open. This is how I was able to install Minkowski on 3090 Ti using Anaconda:

conda create -n py3-mink python=3.8
conda activate py3-mink

conda install openblas-devel -c anaconda

pip3 install torch==1.8.2+cu102 torchvision==0.9.2+cu102 torchaudio==0.8.2 -f https://download.pytorch.org/whl/lts/1.8/torch_lts.html

pip install -U git+https://github.com/NVIDIA/MinkowskiEngine -v --no-deps --install-option="--blas_include_dirs=${CONDA_PREFIX}/include" --install-option="--blas=openblas"

I can't work with your solution. Can you help me take a look? Thanks.

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-rxwzu6s7
  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-rxwzu6s7
  Cloning into '/tmp/pip-req-build-rxwzu6s7'...
  Checking out files:   0% (2/244)
  Checking out files:   1% (3/244)
  Checking out files:   2% (5/244)
  Checking out files:   3% (8/244)
  Checking out files:   4% (10/244)
  Checking out files:   5% (13/244)
  Checking out files:   6% (15/244)
  Checking out files:   7% (18/244)
  Checking out files:   8% (20/244)
  Checking out files:   9% (22/244)
  Checking out files:  10% (25/244)
  Checking out files:  11% (27/244)
  Checking out files:  12% (30/244)
  Checking out files:  13% (32/244)
  Checking out files:  14% (35/244)
  Checking out files:  15% (37/244)
  Checking out files:  16% (40/244)
  Checking out files:  17% (42/244)
  Checking out files:  18% (44/244)
  Checking out files:  19% (47/244)
  Checking out files:  20% (49/244)
  Checking out files:  21% (52/244)
  Checking out files:  22% (54/244)
  Checking out files:  23% (57/244)
  Checking out files:  24% (59/244)
  Checking out files:  25% (61/244)
  Checking out files:  26% (64/244)
  Checking out files:  27% (66/244)
  Checking out files:  28% (69/244)
  Checking out files:  29% (71/244)
  Checking out files:  30% (74/244)
  Checking out files:  31% (76/244)
  Checking out files:  32% (79/244)
  Checking out files:  33% (81/244)
  Checking out files:  34% (83/244)
  Checking out files:  35% (86/244)
  Checking out files:  36% (88/244)
  Checking out files:  37% (91/244)
  Checking out files:  38% (93/244)
  Checking out files:  39% (96/244)
  Checking out files:  40% (98/244)
  Checking out files:  41% (101/244)
  Checking out files:  42% (103/244)
  Checking out files:  43% (105/244)
  Checking out files:  44% (108/244)
  Checking out files:  45% (110/244)
  Checking out files:  46% (113/244)
  Checking out files:  47% (115/244)
  Checking out files:  48% (118/244)
  Checking out files:  49% (120/244)
  Checking out files:  50% (122/244)
  Checking out files:  51% (125/244)
  Checking out files:  52% (127/244)
  Checking out files:  53% (130/244)
  Checking out files:  54% (132/244)
  Checking out files:  55% (135/244)
  Checking out files:  56% (137/244)
  Checking out files:  57% (140/244)
  Checking out files:  58% (142/244)
  Checking out files:  59% (144/244)
  Checking out files:  60% (147/244)
  Checking out files:  61% (149/244)
  Checking out files:  62% (152/244)
  Checking out files:  63% (154/244)
  Checking out files:  64% (157/244)
  Checking out files:  65% (159/244)
  Checking out files:  66% (162/244)
  Checking out files:  67% (164/244)
  Checking out files:  68% (166/244)
  Checking out files:  69% (169/244)
  Checking out files:  70% (171/244)
  Checking out files:  71% (174/244)
  Checking out files:  72% (176/244)
  Checking out files:  73% (179/244)
  Checking out files:  74% (181/244)
  Checking out files:  75% (183/244)
  Checking out files:  76% (186/244)
  Checking out files:  77% (188/244)
  Checking out files:  78% (191/244)
  Checking out files:  79% (193/244)
  Checking out files:  80% (196/244)
  Checking out files:  81% (198/244)
  Checking out files:  82% (201/244)
  Checking out files:  83% (203/244)
  Checking out files:  84% (205/244)
  Checking out files:  85% (208/244)
  Checking out files:  86% (210/244)
  Checking out files:  87% (213/244)
  Checking out files:  88% (215/244)
  Checking out files:  89% (218/244)
  Checking out files:  90% (220/244)
  Checking out files:  91% (223/244)
  Checking out files:  92% (225/244)
  Checking out files:  93% (227/244)
  Checking out files:  94% (230/244)
  Checking out files:  95% (232/244)
  Checking out files:  96% (235/244)
  Checking out files:  97% (237/244)
  Checking out files:  98% (240/244)
  Checking out files:  99% (242/244)
  Checking out files: 100% (244/244)
  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-0hd6c8nd/MinkowskiEngine.egg-info
  writing /tmp/pip-pip-egg-info-0hd6c8nd/MinkowskiEngine.egg-info/PKG-INFO
  writing dependency_links to /tmp/pip-pip-egg-info-0hd6c8nd/MinkowskiEngine.egg-info/dependency_links.txt
  writing requirements to /tmp/pip-pip-egg-info-0hd6c8nd/MinkowskiEngine.egg-info/requires.txt
  writing top-level names to /tmp/pip-pip-egg-info-0hd6c8nd/MinkowskiEngine.egg-info/top_level.txt
  writing manifest file '/tmp/pip-pip-egg-info-0hd6c8nd/MinkowskiEngine.egg-info/SOURCES.txt'
  reading manifest file '/tmp/pip-pip-egg-info-0hd6c8nd/MinkowskiEngine.egg-info/SOURCES.txt'
  reading manifest template 'MANIFEST.in'
  adding license file 'LICENSE'
  writing manifest file '/tmp/pip-pip-egg-info-0hd6c8nd/MinkowskiEngine.egg-info/SOURCES.txt'
  /tmp/pip-req-build-rxwzu6s7/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-rxwzu6s7/build/temp.linux-x86_64-cpython-38
  creating /tmp/pip-req-build-rxwzu6s7/build/temp.linux-x86_64-cpython-38/tmp
  creating /tmp/pip-req-build-rxwzu6s7/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-rxwzu6s7
  creating /tmp/pip-req-build-rxwzu6s7/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-rxwzu6s7/src
  creating /tmp/pip-req-build-rxwzu6s7/build/temp.linux-x86_64-cpython-38/pybind
  Emitting ninja build file /tmp/pip-req-build-rxwzu6s7/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-rxwzu6s7/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-rxwzu6s7/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-rxwzu6s7/src -I/tmp/pip-req-build-rxwzu6s7/src/3rdparty -I/root/miniconda3/envs/py3-mink/include -I/root/miniconda3/envs/py3-mink/include/python3.8 -c -c /tmp/pip-req-build-rxwzu6s7/src/broadcast_kernel.cu -o /tmp/pip-req-build-rxwzu6s7/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-rxwzu6s7/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-rxwzu6s7/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-rxwzu6s7/src/broadcast_kernel.o
  /usr/local/cuda/bin/nvcc --generate-dependencies-with-compile --dependency-output /tmp/pip-req-build-rxwzu6s7/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-rxwzu6s7/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-rxwzu6s7/src -I/tmp/pip-req-build-rxwzu6s7/src/3rdparty -I/root/miniconda3/envs/py3-mink/include -I/root/miniconda3/envs/py3-mink/include/python3.8 -c -c /tmp/pip-req-build-rxwzu6s7/src/broadcast_kernel.cu -o /tmp/pip-req-build-rxwzu6s7/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-rxwzu6s7/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-rxwzu6s7/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-rxwzu6s7/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-rxwzu6s7/src -I/tmp/pip-req-build-rxwzu6s7/src/3rdparty -I/root/miniconda3/envs/py3-mink/include -I/root/miniconda3/envs/py3-mink/include/python3.8 -c -c /tmp/pip-req-build-rxwzu6s7/src/coordinate_map_gpu.cu -o /tmp/pip-req-build-rxwzu6s7/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-rxwzu6s7/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-rxwzu6s7/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-rxwzu6s7/src/coordinate_map_gpu.o
  /usr/local/cuda/bin/nvcc --generate-dependencies-with-compile --dependency-output /tmp/pip-req-build-rxwzu6s7/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-rxwzu6s7/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-rxwzu6s7/src -I/tmp/pip-req-build-rxwzu6s7/src/3rdparty -I/root/miniconda3/envs/py3-mink/include -I/root/miniconda3/envs/py3-mink/include/python3.8 -c -c /tmp/pip-req-build-rxwzu6s7/src/coordinate_map_gpu.cu -o /tmp/pip-req-build-rxwzu6s7/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-rxwzu6s7/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
  [3/21] /usr/local/cuda/bin/nvcc --generate-dependencies-with-compile --dependency-output /tmp/pip-req-build-rxwzu6s7/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-rxwzu6s7/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-rxwzu6s7/src -I/tmp/pip-req-build-rxwzu6s7/src/3rdparty -I/root/miniconda3/envs/py3-mink/include -I/root/miniconda3/envs/py3-mink/include/python3.8 -c -c /tmp/pip-req-build-rxwzu6s7/src/gpu.cu -o /tmp/pip-req-build-rxwzu6s7/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-rxwzu6s7/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-rxwzu6s7/src/gpu.cu(104): warning: function "minkowski::format_size" was declared but never referenced

  [4/21] /usr/local/cuda/bin/nvcc --generate-dependencies-with-compile --dependency-output /tmp/pip-req-build-rxwzu6s7/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-rxwzu6s7/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-rxwzu6s7/src -I/tmp/pip-req-build-rxwzu6s7/src/3rdparty -I/root/miniconda3/envs/py3-mink/include -I/root/miniconda3/envs/py3-mink/include/python3.8 -c -c /tmp/pip-req-build-rxwzu6s7/src/coordinate_map_manager.cu -o /tmp/pip-req-build-rxwzu6s7/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-rxwzu6s7/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-rxwzu6s7/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-rxwzu6s7/src/coordinate_map_manager.o
  /usr/local/cuda/bin/nvcc --generate-dependencies-with-compile --dependency-output /tmp/pip-req-build-rxwzu6s7/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-rxwzu6s7/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-rxwzu6s7/src -I/tmp/pip-req-build-rxwzu6s7/src/3rdparty -I/root/miniconda3/envs/py3-mink/include -I/root/miniconda3/envs/py3-mink/include/python3.8 -c -c /tmp/pip-req-build-rxwzu6s7/src/coordinate_map_manager.cu -o /tmp/pip-req-build-rxwzu6s7/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-rxwzu6s7/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
  [5/21] /usr/local/cuda/bin/nvcc --generate-dependencies-with-compile --dependency-output /tmp/pip-req-build-rxwzu6s7/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-rxwzu6s7/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-rxwzu6s7/src -I/tmp/pip-req-build-rxwzu6s7/src/3rdparty -I/root/miniconda3/envs/py3-mink/include -I/root/miniconda3/envs/py3-mink/include/python3.8 -c -c /tmp/pip-req-build-rxwzu6s7/src/local_pooling_gpu.cu -o /tmp/pip-req-build-rxwzu6s7/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-rxwzu6s7/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-rxwzu6s7/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-rxwzu6s7/src/local_pooling_gpu.o
  /usr/local/cuda/bin/nvcc --generate-dependencies-with-compile --dependency-output /tmp/pip-req-build-rxwzu6s7/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-rxwzu6s7/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-rxwzu6s7/src -I/tmp/pip-req-build-rxwzu6s7/src/3rdparty -I/root/miniconda3/envs/py3-mink/include -I/root/miniconda3/envs/py3-mink/include/python3.8 -c -c /tmp/pip-req-build-rxwzu6s7/src/local_pooling_gpu.cu -o /tmp/pip-req-build-rxwzu6s7/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-rxwzu6s7/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
  [6/21] /usr/local/cuda/bin/nvcc --generate-dependencies-with-compile --dependency-output /tmp/pip-req-build-rxwzu6s7/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-rxwzu6s7/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-rxwzu6s7/src -I/tmp/pip-req-build-rxwzu6s7/src/3rdparty -I/root/miniconda3/envs/py3-mink/include -I/root/miniconda3/envs/py3-mink/include/python3.8 -c -c /tmp/pip-req-build-rxwzu6s7/src/convolution_gpu.cu -o /tmp/pip-req-build-rxwzu6s7/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-rxwzu6s7/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-rxwzu6s7/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-rxwzu6s7/src/convolution_gpu.o
  /usr/local/cuda/bin/nvcc --generate-dependencies-with-compile --dependency-output /tmp/pip-req-build-rxwzu6s7/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-rxwzu6s7/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-rxwzu6s7/src -I/tmp/pip-req-build-rxwzu6s7/src/3rdparty -I/root/miniconda3/envs/py3-mink/include -I/root/miniconda3/envs/py3-mink/include/python3.8 -c -c /tmp/pip-req-build-rxwzu6s7/src/convolution_gpu.cu -o /tmp/pip-req-build-rxwzu6s7/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-rxwzu6s7/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
  [7/21] /usr/local/cuda/bin/nvcc --generate-dependencies-with-compile --dependency-output /tmp/pip-req-build-rxwzu6s7/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-rxwzu6s7/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-rxwzu6s7/src -I/tmp/pip-req-build-rxwzu6s7/src/3rdparty -I/root/miniconda3/envs/py3-mink/include -I/root/miniconda3/envs/py3-mink/include/python3.8 -c -c /tmp/pip-req-build-rxwzu6s7/src/interpolation_gpu.cu -o /tmp/pip-req-build-rxwzu6s7/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-rxwzu6s7/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-rxwzu6s7/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-rxwzu6s7/src/interpolation_gpu.o
  /usr/local/cuda/bin/nvcc --generate-dependencies-with-compile --dependency-output /tmp/pip-req-build-rxwzu6s7/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-rxwzu6s7/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-rxwzu6s7/src -I/tmp/pip-req-build-rxwzu6s7/src/3rdparty -I/root/miniconda3/envs/py3-mink/include -I/root/miniconda3/envs/py3-mink/include/python3.8 -c -c /tmp/pip-req-build-rxwzu6s7/src/interpolation_gpu.cu -o /tmp/pip-req-build-rxwzu6s7/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-rxwzu6s7/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
  [8/21] /usr/local/cuda/bin/nvcc --generate-dependencies-with-compile --dependency-output /tmp/pip-req-build-rxwzu6s7/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-rxwzu6s7/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-rxwzu6s7/src -I/tmp/pip-req-build-rxwzu6s7/src/3rdparty -I/root/miniconda3/envs/py3-mink/include -I/root/miniconda3/envs/py3-mink/include/python3.8 -c -c /tmp/pip-req-build-rxwzu6s7/src/broadcast_gpu.cu -o /tmp/pip-req-build-rxwzu6s7/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-rxwzu6s7/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-rxwzu6s7/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-rxwzu6s7/src/broadcast_gpu.o
  /usr/local/cuda/bin/nvcc --generate-dependencies-with-compile --dependency-output /tmp/pip-req-build-rxwzu6s7/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-rxwzu6s7/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-rxwzu6s7/src -I/tmp/pip-req-build-rxwzu6s7/src/3rdparty -I/root/miniconda3/envs/py3-mink/include -I/root/miniconda3/envs/py3-mink/include/python3.8 -c -c /tmp/pip-req-build-rxwzu6s7/src/broadcast_gpu.cu -o /tmp/pip-req-build-rxwzu6s7/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-rxwzu6s7/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
  [9/21] /usr/local/cuda/bin/nvcc --generate-dependencies-with-compile --dependency-output /tmp/pip-req-build-rxwzu6s7/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-rxwzu6s7/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-rxwzu6s7/src -I/tmp/pip-req-build-rxwzu6s7/src/3rdparty -I/root/miniconda3/envs/py3-mink/include -I/root/miniconda3/envs/py3-mink/include/python3.8 -c -c /tmp/pip-req-build-rxwzu6s7/src/convolution_transpose_gpu.cu -o /tmp/pip-req-build-rxwzu6s7/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-rxwzu6s7/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-rxwzu6s7/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-rxwzu6s7/src/convolution_transpose_gpu.o
  /usr/local/cuda/bin/nvcc --generate-dependencies-with-compile --dependency-output /tmp/pip-req-build-rxwzu6s7/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-rxwzu6s7/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-rxwzu6s7/src -I/tmp/pip-req-build-rxwzu6s7/src/3rdparty -I/root/miniconda3/envs/py3-mink/include -I/root/miniconda3/envs/py3-mink/include/python3.8 -c -c /tmp/pip-req-build-rxwzu6s7/src/convolution_transpose_gpu.cu -o /tmp/pip-req-build-rxwzu6s7/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-rxwzu6s7/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
  [10/21] /usr/local/cuda/bin/nvcc --generate-dependencies-with-compile --dependency-output /tmp/pip-req-build-rxwzu6s7/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-rxwzu6s7/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-rxwzu6s7/src -I/tmp/pip-req-build-rxwzu6s7/src/3rdparty -I/root/miniconda3/envs/py3-mink/include -I/root/miniconda3/envs/py3-mink/include/python3.8 -c -c /tmp/pip-req-build-rxwzu6s7/src/global_pooling_gpu.cu -o /tmp/pip-req-build-rxwzu6s7/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-rxwzu6s7/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
  FAILED: /tmp/pip-req-build-rxwzu6s7/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-rxwzu6s7/src/global_pooling_gpu.o
  /usr/local/cuda/bin/nvcc --generate-dependencies-with-compile --dependency-output /tmp/pip-req-build-rxwzu6s7/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-rxwzu6s7/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-rxwzu6s7/src -I/tmp/pip-req-build-rxwzu6s7/src/3rdparty -I/root/miniconda3/envs/py3-mink/include -I/root/miniconda3/envs/py3-mink/include/python3.8 -c -c /tmp/pip-req-build-rxwzu6s7/src/global_pooling_gpu.cu -o /tmp/pip-req-build-rxwzu6s7/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-rxwzu6s7/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
  Killed
  [11/21] c++ -MMD -MF /tmp/pip-req-build-rxwzu6s7/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-rxwzu6s7/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-rxwzu6s7/src -I/tmp/pip-req-build-rxwzu6s7/src/3rdparty -I/root/miniconda3/envs/py3-mink/include -I/root/miniconda3/envs/py3-mink/include/python3.8 -c -c /tmp/pip-req-build-rxwzu6s7/src/direct_max_pool.cpp -o /tmp/pip-req-build-rxwzu6s7/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-rxwzu6s7/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-rxwzu6s7/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-rxwzu6s7/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-rxwzu6s7/src -I/tmp/pip-req-build-rxwzu6s7/src/3rdparty -I/root/miniconda3/envs/py3-mink/include -I/root/miniconda3/envs/py3-mink/include/python3.8 -c -c /tmp/pip-req-build-rxwzu6s7/src/convolution_kernel.cu -o /tmp/pip-req-build-rxwzu6s7/build/temp.linux-x86_64-cpython-38/tmp/pip-req-build-rxwzu6s7/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
  /tmp/pip-req-build-rxwzu6s7/src/convolution_kernel.cu(334): warning: integer conversion resulted in a change of sign

  /tmp/pip-req-build-rxwzu6s7/src/convolution_kernel.cu(573): warning: integer conversion resulted in a change of sign

  /tmp/pip-req-build-rxwzu6s7/src/convolution_kernel.cu(334): warning: integer conversion resulted in a change of sign

  /tmp/pip-req-build-rxwzu6s7/src/convolution_kernel.cu(573): warning: integer conversion resulted in a change of sign

  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-rxwzu6s7/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-rxwzu6s7/setup.py'"'"',), "<pip-setuptools-caller>", "exec"))' install --record /tmp/pip-record-y0cbjfm4/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-rxwzu6s7/
  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.

haiduo avatar Sep 14 '22 12:09 haiduo

I get the same error, did you find a fix to the problem?

simenhu avatar Feb 17 '23 09:02 simenhu