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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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error “ RuntimeError: Error compiling objects for extension ” #346

Open houyongkuo opened 3 years ago

houyongkuo commented 3 years ago

Hello and many thanks for the open source code. When I installed MinkowskiEngine by local MinkowskiEngine, I got the error “ RuntimeError: Error compiling objects for extension ”. I am so confused.

Using: GPU:NVIDIA 3080 linux-64/pytorch-1.7.1-py3.7_cuda11.0.221_cudnn8.0.5_0 cuda 11.0 cudatoolkit 11.0.221

Thanks!

chrischoy commented 3 years ago

Please post the compilation log.

All these misconfigurations during installation result in the same error.

houyongkuo commented 3 years ago

python setup.py install --blas_include_dirs=${CONDA_PREFIX}/include --blas=openblas WARNING: Skipping MinkowskiEngine as it is not installed.

| CUDA compilation set |

Using BLAS=openblas Using the default compiler running install running bdist_egg running egg_info writing MinkowskiEngine.egg-info/PKG-INFO writing dependency_links to MinkowskiEngine.egg-info/dependency_links.txt writing requirements to MinkowskiEngine.egg-info/requires.txt writing top-level names to MinkowskiEngine.egg-info/top_level.txt reading manifest file 'MinkowskiEngine.egg-info/SOURCES.txt' reading manifest template 'MANIFEST.in' writing manifest file 'MinkowskiEngine.egg-info/SOURCES.txt' installing library code to build/bdist.linux-x86_64/egg running install_lib running build_py creating build creating build/lib.linux-x86_64-3.7 creating build/lib.linux-x86_64-3.7/MinkowskiEngine copying ./MinkowskiEngine/MinkowskiBroadcast.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine copying ./MinkowskiEngine/MinkowskiChannelwiseConvolution.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine copying ./MinkowskiEngine/MinkowskiCommon.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine copying ./MinkowskiEngine/MinkowskiConvolution.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine copying ./MinkowskiEngine/MinkowskiCoordinateManager.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine copying ./MinkowskiEngine/MinkowskiFunctional.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine copying ./MinkowskiEngine/MinkowskiInterpolation.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine copying ./MinkowskiEngine/MinkowskiKernelGenerator.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine copying ./MinkowskiEngine/MinkowskiNetwork.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine copying ./MinkowskiEngine/MinkowskiNonlinearity.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine copying ./MinkowskiEngine/MinkowskiNormalization.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine copying ./MinkowskiEngine/MinkowskiOps.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine copying ./MinkowskiEngine/MinkowskiPooling.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine copying ./MinkowskiEngine/MinkowskiPruning.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine copying ./MinkowskiEngine/MinkowskiSparseTensor.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine copying ./MinkowskiEngine/MinkowskiTensor.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine copying ./MinkowskiEngine/MinkowskiTensorField.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine copying ./MinkowskiEngine/MinkowskiUnion.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine copying ./MinkowskiEngine/init.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine copying ./MinkowskiEngine/diagnostics.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine copying ./MinkowskiEngine/sparse_matrix_functions.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine creating build/lib.linux-x86_64-3.7/MinkowskiEngine/utils copying ./MinkowskiEngine/utils/init.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine/utils copying ./MinkowskiEngine/utils/collation.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine/utils copying ./MinkowskiEngine/utils/coords.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine/utils copying ./MinkowskiEngine/utils/gradcheck.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine/utils copying ./MinkowskiEngine/utils/init.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine/utils copying ./MinkowskiEngine/utils/quantization.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine/utils creating build/lib.linux-x86_64-3.7/MinkowskiEngine/modules copying ./MinkowskiEngine/modules/init.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine/modules copying ./MinkowskiEngine/modules/resnet_block.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine/modules copying ./MinkowskiEngine/modules/senet_block.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine/modules running build_ext building 'MinkowskiEngineBackend._C' extension creating /home/houyongkuo/Documents/MinkowskiEngine/build/temp.linux-x86_64-3.7 creating /home/houyongkuo/Documents/MinkowskiEngine/build/temp.linux-x86_64-3.7/home creating /home/houyongkuo/Documents/MinkowskiEngine/build/temp.linux-x86_64-3.7/home/houyongkuo creating /home/houyongkuo/Documents/MinkowskiEngine/build/temp.linux-x86_64-3.7/home/houyongkuo/Documents creating /home/houyongkuo/Documents/MinkowskiEngine/build/temp.linux-x86_64-3.7/home/houyongkuo/Documents/MinkowskiEngine creating /home/houyongkuo/Documents/MinkowskiEngine/build/temp.linux-x86_64-3.7/home/houyongkuo/Documents/MinkowskiEngine/src creating /home/houyongkuo/Documents/MinkowskiEngine/build/temp.linux-x86_64-3.7/pybind /home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/utils/cpp_extension.py:269: UserWarning: 

                           !! WARNING !!

!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!! Your compiler (c++) is not compatible with the compiler Pytorch was built with for this platform, which is g++ on linux. Please use g++ to to compile your extension. Alternatively, you may compile PyTorch from source using c++, and then you can also use c++ to compile your extension.

See https://github.com/pytorch/pytorch/blob/master/CONTRIBUTING.md for help with compiling PyTorch from source. !!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!

                          !! WARNING !!

platform=sys.platform)) Emitting ninja build file /home/houyongkuo/Documents/MinkowskiEngine/build/temp.linux-x86_64-3.7/build.ninja... Compiling objects... Using envvar MAX_JOBS (12) as the number of workers... [1/21] /opt/cuda/bin/nvcc -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include/torch/csrc/api/include -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include/TH -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include/THC -I/opt/cuda/include -I/home/houyongkuo/Documents/MinkowskiEngine/src -I/home/houyongkuo/Documents/MinkowskiEngine/src/3rdparty -I/home/houyongkuo/miniconda3/envs/lmpr/include -I/home/houyongkuo/miniconda3/envs/lmpr/include/python3.7m -c -c /home/houyongkuo/Documents/MinkowskiEngine/src/convolution_kernel.cu -o /home/houyongkuo/Documents/MinkowskiEngine/build/temp.linux-x86_64-3.7/home/houyongkuo/Documents/MinkowskiEngine/src/convolution_kernel.o -DCUDA_NO_HALF_OPERATORS -DCUDA_NO_HALF_CONVERSIONS -DCUDA_NO_HALF2_OPERATORS --expt-relaxed-constexpr --compiler-options ''"'"'-fPIC'"'"'' --expt-relaxed-constexpr --expt-extended-lambda -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 -gencode=arch=compute_86,code=sm_86 -std=c++14 FAILED: /home/houyongkuo/Documents/MinkowskiEngine/build/temp.linux-x86_64-3.7/home/houyongkuo/Documents/MinkowskiEngine/src/convolution_kernel.o /opt/cuda/bin/nvcc -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include/torch/csrc/api/include -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include/TH -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include/THC -I/opt/cuda/include -I/home/houyongkuo/Documents/MinkowskiEngine/src -I/home/houyongkuo/Documents/MinkowskiEngine/src/3rdparty -I/home/houyongkuo/miniconda3/envs/lmpr/include -I/home/houyongkuo/miniconda3/envs/lmpr/include/python3.7m -c -c /home/houyongkuo/Documents/MinkowskiEngine/src/convolution_kernel.cu -o /home/houyongkuo/Documents/MinkowskiEngine/build/temp.linux-x86_64-3.7/home/houyongkuo/Documents/MinkowskiEngine/src/convolution_kernel.o -DCUDA_NO_HALF_OPERATORS -DCUDA_NO_HALF_CONVERSIONS -DCUDA_NO_HALF2_OPERATORS --expt-relaxed-constexpr --compiler-options ''"'"'-fPIC'"'"'' --expt-relaxed-constexpr --expt-extended-lambda -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 -gencode=arch=compute_86,code=sm_86 -std=c++14 nvcc fatal : Unsupported gpu architecture 'compute_86' [2/21] /opt/cuda/bin/nvcc -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include/torch/csrc/api/include -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include/TH -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include/THC -I/opt/cuda/include -I/home/houyongkuo/Documents/MinkowskiEngine/src -I/home/houyongkuo/Documents/MinkowskiEngine/src/3rdparty -I/home/houyongkuo/miniconda3/envs/lmpr/include -I/home/houyongkuo/miniconda3/envs/lmpr/include/python3.7m -c -c /home/houyongkuo/Documents/MinkowskiEngine/src/coordinate_map_gpu.cu -o /home/houyongkuo/Documents/MinkowskiEngine/build/temp.linux-x86_64-3.7/home/houyongkuo/Documents/MinkowskiEngine/src/coordinate_map_gpu.o -DCUDA_NO_HALF_OPERATORS -DCUDA_NO_HALF_CONVERSIONS -DCUDA_NO_HALF2_OPERATORS__ --expt-relaxed-constexpr --compiler-options ''"'"'-fPIC'"'"'' --expt-relaxed-constexpr --expt-extended-lambda -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 -gencode=arch=compute_86,code=sm_86 -std=c++14 FAILED: /home/houyongkuo/Documents/MinkowskiEngine/build/temp.linux-x86_64-3.7/home/houyongkuo/Documents/MinkowskiEngine/src/coordinate_map_gpu.o /opt/cuda/bin/nvcc -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include/torch/csrc/api/include -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include/TH -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include/THC -I/opt/cuda/include -I/home/houyongkuo/Documents/MinkowskiEngine/src -I/home/houyongkuo/Documents/MinkowskiEngine/src/3rdparty -I/home/houyongkuo/miniconda3/envs/lmpr/include -I/home/houyongkuo/miniconda3/envs/lmpr/include/python3.7m -c -c /home/houyongkuo/Documents/MinkowskiEngine/src/coordinate_map_gpu.cu -o /home/houyongkuo/Documents/MinkowskiEngine/build/temp.linux-x86_64-3.7/home/houyongkuo/Documents/MinkowskiEngine/src/coordinate_map_gpu.o -DCUDA_NO_HALF_OPERATORS -DCUDA_NO_HALF_CONVERSIONS -DCUDA_NO_HALF2_OPERATORS --expt-relaxed-constexpr --compiler-options ''"'"'-fPIC'"'"'' --expt-relaxed-constexpr --expt-extended-lambda -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 -gencode=arch=compute_86,code=sm_86 -std=c++14 nvcc fatal : Unsupported gpu architecture 'compute_86' [3/21] /opt/cuda/bin/nvcc -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include/torch/csrc/api/include -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include/TH -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include/THC -I/opt/cuda/include -I/home/houyongkuo/Documents/MinkowskiEngine/src -I/home/houyongkuo/Documents/MinkowskiEngine/src/3rdparty -I/home/houyongkuo/miniconda3/envs/lmpr/include -I/home/houyongkuo/miniconda3/envs/lmpr/include/python3.7m -c -c /home/houyongkuo/Documents/MinkowskiEngine/src/convolution_gpu.cu -o /home/houyongkuo/Documents/MinkowskiEngine/build/temp.linux-x86_64-3.7/home/houyongkuo/Documents/MinkowskiEngine/src/convolution_gpu.o -D__CUDA_NO_HALF_OPERATORS -DCUDA_NO_HALF_CONVERSIONS -DCUDA_NO_HALF2_OPERATORS --expt-relaxed-constexpr --compiler-options ''"'"'-fPIC'"'"'' --expt-relaxed-constexpr --expt-extended-lambda -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 -gencode=arch=compute_86,code=sm_86 -std=c++14 FAILED: /home/houyongkuo/Documents/MinkowskiEngine/build/temp.linux-x86_64-3.7/home/houyongkuo/Documents/MinkowskiEngine/src/convolution_gpu.o /opt/cuda/bin/nvcc -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include/torch/csrc/api/include -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include/TH -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include/THC -I/opt/cuda/include -I/home/houyongkuo/Documents/MinkowskiEngine/src -I/home/houyongkuo/Documents/MinkowskiEngine/src/3rdparty -I/home/houyongkuo/miniconda3/envs/lmpr/include -I/home/houyongkuo/miniconda3/envs/lmpr/include/python3.7m -c -c /home/houyongkuo/Documents/MinkowskiEngine/src/convolution_gpu.cu -o /home/houyongkuo/Documents/MinkowskiEngine/build/temp.linux-x86_64-3.7/home/houyongkuo/Documents/MinkowskiEngine/src/convolution_gpu.o -DCUDA_NO_HALF_OPERATORS -DCUDA_NO_HALF_CONVERSIONS -DCUDA_NO_HALF2_OPERATORS__ --expt-relaxed-constexpr --compiler-options ''"'"'-fPIC'"'"'' --expt-relaxed-constexpr --expt-extended-lambda -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 -gencode=arch=compute_86,code=sm_86 -std=c++14 nvcc fatal : Unsupported gpu architecture 'compute_86' [4/21] /opt/cuda/bin/nvcc -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include/torch/csrc/api/include -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include/TH -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include/THC -I/opt/cuda/include -I/home/houyongkuo/Documents/MinkowskiEngine/src -I/home/houyongkuo/Documents/MinkowskiEngine/src/3rdparty -I/home/houyongkuo/miniconda3/envs/lmpr/include -I/home/houyongkuo/miniconda3/envs/lmpr/include/python3.7m -c -c /home/houyongkuo/Documents/MinkowskiEngine/src/broadcast_gpu.cu -o /home/houyongkuo/Documents/MinkowskiEngine/build/temp.linux-x86_64-3.7/home/houyongkuo/Documents/MinkowskiEngine/src/broadcast_gpu.o -DCUDA_NO_HALF_OPERATORS -DCUDA_NO_HALF_CONVERSIONS -DCUDA_NO_HALF2_OPERATORS --expt-relaxed-constexpr --compiler-options ''"'"'-fPIC'"'"'' --expt-relaxed-constexpr --expt-extended-lambda -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 -gencode=arch=compute_86,code=sm_86 -std=c++14 FAILED: /home/houyongkuo/Documents/MinkowskiEngine/build/temp.linux-x86_64-3.7/home/houyongkuo/Documents/MinkowskiEngine/src/broadcast_gpu.o /opt/cuda/bin/nvcc -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include/torch/csrc/api/include -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include/TH -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include/THC -I/opt/cuda/include -I/home/houyongkuo/Documents/MinkowskiEngine/src -I/home/houyongkuo/Documents/MinkowskiEngine/src/3rdparty -I/home/houyongkuo/miniconda3/envs/lmpr/include -I/home/houyongkuo/miniconda3/envs/lmpr/include/python3.7m -c -c /home/houyongkuo/Documents/MinkowskiEngine/src/broadcast_gpu.cu -o /home/houyongkuo/Documents/MinkowskiEngine/build/temp.linux-x86_64-3.7/home/houyongkuo/Documents/MinkowskiEngine/src/broadcast_gpu.o -DCUDA_NO_HALF_OPERATORS -DCUDA_NO_HALF_CONVERSIONS -DCUDA_NO_HALF2_OPERATORS --expt-relaxed-constexpr --compiler-options ''"'"'-fPIC'"'"'' --expt-relaxed-constexpr --expt-extended-lambda -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 -gencode=arch=compute_86,code=sm_86 -std=c++14 nvcc fatal : Unsupported gpu architecture 'compute_86' [5/21] /opt/cuda/bin/nvcc -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include/torch/csrc/api/include -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include/TH -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include/THC -I/opt/cuda/include -I/home/houyongkuo/Documents/MinkowskiEngine/src -I/home/houyongkuo/Documents/MinkowskiEngine/src/3rdparty -I/home/houyongkuo/miniconda3/envs/lmpr/include -I/home/houyongkuo/miniconda3/envs/lmpr/include/python3.7m -c -c /home/houyongkuo/Documents/MinkowskiEngine/src/local_pooling_transpose_gpu.cu -o /home/houyongkuo/Documents/MinkowskiEngine/build/temp.linux-x86_64-3.7/home/houyongkuo/Documents/MinkowskiEngine/src/local_pooling_transpose_gpu.o -D__CUDA_NO_HALF_OPERATORS -DCUDA_NO_HALF_CONVERSIONS -DCUDA_NO_HALF2_OPERATORS --expt-relaxed-constexpr --compiler-options ''"'"'-fPIC'"'"'' --expt-relaxed-constexpr --expt-extended-lambda -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 -gencode=arch=compute_86,code=sm_86 -std=c++14 FAILED: /home/houyongkuo/Documents/MinkowskiEngine/build/temp.linux-x86_64-3.7/home/houyongkuo/Documents/MinkowskiEngine/src/local_pooling_transpose_gpu.o /opt/cuda/bin/nvcc -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include/torch/csrc/api/include -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include/TH -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include/THC -I/opt/cuda/include -I/home/houyongkuo/Documents/MinkowskiEngine/src -I/home/houyongkuo/Documents/MinkowskiEngine/src/3rdparty -I/home/houyongkuo/miniconda3/envs/lmpr/include -I/home/houyongkuo/miniconda3/envs/lmpr/include/python3.7m -c -c /home/houyongkuo/Documents/MinkowskiEngine/src/local_pooling_transpose_gpu.cu -o /home/houyongkuo/Documents/MinkowskiEngine/build/temp.linux-x86_64-3.7/home/houyongkuo/Documents/MinkowskiEngine/src/local_pooling_transpose_gpu.o -DCUDA_NO_HALF_OPERATORS -DCUDA_NO_HALF_CONVERSIONS -DCUDA_NO_HALF2_OPERATORS__ --expt-relaxed-constexpr --compiler-options ''"'"'-fPIC'"'"'' --expt-relaxed-constexpr --expt-extended-lambda -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 -gencode=arch=compute_86,code=sm_86 -std=c++14 nvcc fatal : Unsupported gpu architecture 'compute_86' [6/21] /opt/cuda/bin/nvcc -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include/torch/csrc/api/include -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include/TH -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include/THC -I/opt/cuda/include -I/home/houyongkuo/Documents/MinkowskiEngine/src -I/home/houyongkuo/Documents/MinkowskiEngine/src/3rdparty -I/home/houyongkuo/miniconda3/envs/lmpr/include -I/home/houyongkuo/miniconda3/envs/lmpr/include/python3.7m -c -c /home/houyongkuo/Documents/MinkowskiEngine/src/math_functions_gpu.cu -o /home/houyongkuo/Documents/MinkowskiEngine/build/temp.linux-x86_64-3.7/home/houyongkuo/Documents/MinkowskiEngine/src/math_functions_gpu.o -DCUDA_NO_HALF_OPERATORS -DCUDA_NO_HALF_CONVERSIONS -DCUDA_NO_HALF2_OPERATORS --expt-relaxed-constexpr --compiler-options ''"'"'-fPIC'"'"'' --expt-relaxed-constexpr --expt-extended-lambda -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 -gencode=arch=compute_86,code=sm_86 -std=c++14 FAILED: /home/houyongkuo/Documents/MinkowskiEngine/build/temp.linux-x86_64-3.7/home/houyongkuo/Documents/MinkowskiEngine/src/math_functions_gpu.o /opt/cuda/bin/nvcc -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include/torch/csrc/api/include -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include/TH -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include/THC -I/opt/cuda/include -I/home/houyongkuo/Documents/MinkowskiEngine/src -I/home/houyongkuo/Documents/MinkowskiEngine/src/3rdparty -I/home/houyongkuo/miniconda3/envs/lmpr/include -I/home/houyongkuo/miniconda3/envs/lmpr/include/python3.7m -c -c /home/houyongkuo/Documents/MinkowskiEngine/src/math_functions_gpu.cu -o /home/houyongkuo/Documents/MinkowskiEngine/build/temp.linux-x86_64-3.7/home/houyongkuo/Documents/MinkowskiEngine/src/math_functions_gpu.o -D__CUDA_NO_HALF_OPERATORS -DCUDA_NO_HALF_CONVERSIONS -DCUDA_NO_HALF2_OPERATORS --expt-relaxed-constexpr --compiler-options ''"'"'-fPIC'"'"'' --expt-relaxed-constexpr --expt-extended-lambda -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 -gencode=arch=compute_86,code=sm_86 -std=c++14 nvcc fatal : Unsupported gpu architecture 'compute_86' [7/21] /opt/cuda/bin/nvcc -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include/torch/csrc/api/include -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include/TH -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include/THC -I/opt/cuda/include -I/home/houyongkuo/Documents/MinkowskiEngine/src -I/home/houyongkuo/Documents/MinkowskiEngine/src/3rdparty -I/home/houyongkuo/miniconda3/envs/lmpr/include -I/home/houyongkuo/miniconda3/envs/lmpr/include/python3.7m -c -c /home/houyongkuo/Documents/MinkowskiEngine/src/coordinate_map_manager.cu -o /home/houyongkuo/Documents/MinkowskiEngine/build/temp.linux-x86_64-3.7/home/houyongkuo/Documents/MinkowskiEngine/src/coordinate_map_manager.o -DCUDA_NO_HALF_OPERATORS -DCUDA_NO_HALF_CONVERSIONS -DCUDA_NO_HALF2_OPERATORS__ --expt-relaxed-constexpr --compiler-options ''"'"'-fPIC'"'"'' --expt-relaxed-constexpr --expt-extended-lambda -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 -gencode=arch=compute_86,code=sm_86 -std=c++14 FAILED: /home/houyongkuo/Documents/MinkowskiEngine/build/temp.linux-x86_64-3.7/home/houyongkuo/Documents/MinkowskiEngine/src/coordinate_map_manager.o /opt/cuda/bin/nvcc -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include/torch/csrc/api/include -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include/TH -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include/THC -I/opt/cuda/include -I/home/houyongkuo/Documents/MinkowskiEngine/src -I/home/houyongkuo/Documents/MinkowskiEngine/src/3rdparty -I/home/houyongkuo/miniconda3/envs/lmpr/include -I/home/houyongkuo/miniconda3/envs/lmpr/include/python3.7m -c -c /home/houyongkuo/Documents/MinkowskiEngine/src/coordinate_map_manager.cu -o /home/houyongkuo/Documents/MinkowskiEngine/build/temp.linux-x86_64-3.7/home/houyongkuo/Documents/MinkowskiEngine/src/coordinate_map_manager.o -DCUDA_NO_HALF_OPERATORS -DCUDA_NO_HALF_CONVERSIONS -DCUDA_NO_HALF2_OPERATORS --expt-relaxed-constexpr --compiler-options ''"'"'-fPIC'"'"'' --expt-relaxed-constexpr --expt-extended-lambda -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 -gencode=arch=compute_86,code=sm_86 -std=c++14 nvcc fatal : Unsupported gpu architecture 'compute_86' [8/21] /opt/cuda/bin/nvcc -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include/torch/csrc/api/include -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include/TH -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include/THC -I/opt/cuda/include -I/home/houyongkuo/Documents/MinkowskiEngine/src -I/home/houyongkuo/Documents/MinkowskiEngine/src/3rdparty -I/home/houyongkuo/miniconda3/envs/lmpr/include -I/home/houyongkuo/miniconda3/envs/lmpr/include/python3.7m -c -c /home/houyongkuo/Documents/MinkowskiEngine/src/convolution_transpose_gpu.cu -o /home/houyongkuo/Documents/MinkowskiEngine/build/temp.linux-x86_64-3.7/home/houyongkuo/Documents/MinkowskiEngine/src/convolution_transpose_gpu.o -D__CUDA_NO_HALF_OPERATORS -DCUDA_NO_HALF_CONVERSIONS -DCUDA_NO_HALF2_OPERATORS --expt-relaxed-constexpr --compiler-options ''"'"'-fPIC'"'"'' --expt-relaxed-constexpr --expt-extended-lambda -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 -gencode=arch=compute_86,code=sm_86 -std=c++14 FAILED: /home/houyongkuo/Documents/MinkowskiEngine/build/temp.linux-x86_64-3.7/home/houyongkuo/Documents/MinkowskiEngine/src/convolution_transpose_gpu.o /opt/cuda/bin/nvcc -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include/torch/csrc/api/include -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include/TH -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include/THC -I/opt/cuda/include -I/home/houyongkuo/Documents/MinkowskiEngine/src -I/home/houyongkuo/Documents/MinkowskiEngine/src/3rdparty -I/home/houyongkuo/miniconda3/envs/lmpr/include -I/home/houyongkuo/miniconda3/envs/lmpr/include/python3.7m -c -c /home/houyongkuo/Documents/MinkowskiEngine/src/convolution_transpose_gpu.cu -o /home/houyongkuo/Documents/MinkowskiEngine/build/temp.linux-x86_64-3.7/home/houyongkuo/Documents/MinkowskiEngine/src/convolution_transpose_gpu.o -DCUDA_NO_HALF_OPERATORS -DCUDA_NO_HALF_CONVERSIONS -DCUDA_NO_HALF2_OPERATORS__ --expt-relaxed-constexpr --compiler-options ''"'"'-fPIC'"'"'' --expt-relaxed-constexpr --expt-extended-lambda -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 -gencode=arch=compute_86,code=sm_86 -std=c++14 nvcc fatal : Unsupported gpu architecture 'compute_86' [9/21] /opt/cuda/bin/nvcc -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include/torch/csrc/api/include -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include/TH -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include/THC -I/opt/cuda/include -I/home/houyongkuo/Documents/MinkowskiEngine/src -I/home/houyongkuo/Documents/MinkowskiEngine/src/3rdparty -I/home/houyongkuo/miniconda3/envs/lmpr/include -I/home/houyongkuo/miniconda3/envs/lmpr/include/python3.7m -c -c /home/houyongkuo/Documents/MinkowskiEngine/src/pooling_avg_kernel.cu -o /home/houyongkuo/Documents/MinkowskiEngine/build/temp.linux-x86_64-3.7/home/houyongkuo/Documents/MinkowskiEngine/src/pooling_avg_kernel.o -DCUDA_NO_HALF_OPERATORS -DCUDA_NO_HALF_CONVERSIONS -DCUDA_NO_HALF2_OPERATORS --expt-relaxed-constexpr --compiler-options ''"'"'-fPIC'"'"'' --expt-relaxed-constexpr --expt-extended-lambda -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 -gencode=arch=compute_86,code=sm_86 -std=c++14 FAILED: /home/houyongkuo/Documents/MinkowskiEngine/build/temp.linux-x86_64-3.7/home/houyongkuo/Documents/MinkowskiEngine/src/pooling_avg_kernel.o /opt/cuda/bin/nvcc -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include/torch/csrc/api/include -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include/TH -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include/THC -I/opt/cuda/include -I/home/houyongkuo/Documents/MinkowskiEngine/src -I/home/houyongkuo/Documents/MinkowskiEngine/src/3rdparty -I/home/houyongkuo/miniconda3/envs/lmpr/include -I/home/houyongkuo/miniconda3/envs/lmpr/include/python3.7m -c -c /home/houyongkuo/Documents/MinkowskiEngine/src/pooling_avg_kernel.cu -o /home/houyongkuo/Documents/MinkowskiEngine/build/temp.linux-x86_64-3.7/home/houyongkuo/Documents/MinkowskiEngine/src/pooling_avg_kernel.o -D__CUDA_NO_HALF_OPERATORS -DCUDA_NO_HALF_CONVERSIONS -DCUDA_NO_HALF2_OPERATORS --expt-relaxed-constexpr --compiler-options ''"'"'-fPIC'"'"'' --expt-relaxed-constexpr --expt-extended-lambda -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 -gencode=arch=compute_86,code=sm_86 -std=c++14 nvcc fatal : Unsupported gpu architecture 'compute_86' [10/21] /opt/cuda/bin/nvcc -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include/torch/csrc/api/include -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include/TH -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include/THC -I/opt/cuda/include -I/home/houyongkuo/Documents/MinkowskiEngine/src -I/home/houyongkuo/Documents/MinkowskiEngine/src/3rdparty -I/home/houyongkuo/miniconda3/envs/lmpr/include -I/home/houyongkuo/miniconda3/envs/lmpr/include/python3.7m -c -c /home/houyongkuo/Documents/MinkowskiEngine/src/pooling_max_kernel.cu -o /home/houyongkuo/Documents/MinkowskiEngine/build/temp.linux-x86_64-3.7/home/houyongkuo/Documents/MinkowskiEngine/src/pooling_max_kernel.o -DCUDA_NO_HALF_OPERATORS -DCUDA_NO_HALF_CONVERSIONS -DCUDA_NO_HALF2_OPERATORS__ --expt-relaxed-constexpr --compiler-options ''"'"'-fPIC'"'"'' --expt-relaxed-constexpr --expt-extended-lambda -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 -gencode=arch=compute_86,code=sm_86 -std=c++14 FAILED: /home/houyongkuo/Documents/MinkowskiEngine/build/temp.linux-x86_64-3.7/home/houyongkuo/Documents/MinkowskiEngine/src/pooling_max_kernel.o /opt/cuda/bin/nvcc -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include/torch/csrc/api/include -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include/TH -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include/THC -I/opt/cuda/include -I/home/houyongkuo/Documents/MinkowskiEngine/src -I/home/houyongkuo/Documents/MinkowskiEngine/src/3rdparty -I/home/houyongkuo/miniconda3/envs/lmpr/include -I/home/houyongkuo/miniconda3/envs/lmpr/include/python3.7m -c -c /home/houyongkuo/Documents/MinkowskiEngine/src/pooling_max_kernel.cu -o /home/houyongkuo/Documents/MinkowskiEngine/build/temp.linux-x86_64-3.7/home/houyongkuo/Documents/MinkowskiEngine/src/pooling_max_kernel.o -DCUDA_NO_HALF_OPERATORS -DCUDA_NO_HALF_CONVERSIONS -DCUDA_NO_HALF2_OPERATORS --expt-relaxed-constexpr --compiler-options ''"'"'-fPIC'"'"'' --expt-relaxed-constexpr --expt-extended-lambda -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 -gencode=arch=compute_86,code=sm_86 -std=c++14 nvcc fatal : Unsupported gpu architecture 'compute_86' [11/21] /opt/cuda/bin/nvcc -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include/torch/csrc/api/include -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include/TH -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include/THC -I/opt/cuda/include -I/home/houyongkuo/Documents/MinkowskiEngine/src -I/home/houyongkuo/Documents/MinkowskiEngine/src/3rdparty -I/home/houyongkuo/miniconda3/envs/lmpr/include -I/home/houyongkuo/miniconda3/envs/lmpr/include/python3.7m -c -c /home/houyongkuo/Documents/MinkowskiEngine/src/local_pooling_gpu.cu -o /home/houyongkuo/Documents/MinkowskiEngine/build/temp.linux-x86_64-3.7/home/houyongkuo/Documents/MinkowskiEngine/src/local_pooling_gpu.o -D__CUDA_NO_HALF_OPERATORS -DCUDA_NO_HALF_CONVERSIONS -DCUDA_NO_HALF2_OPERATORS --expt-relaxed-constexpr --compiler-options ''"'"'-fPIC'"'"'' --expt-relaxed-constexpr --expt-extended-lambda -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 -gencode=arch=compute_86,code=sm_86 -std=c++14 FAILED: /home/houyongkuo/Documents/MinkowskiEngine/build/temp.linux-x86_64-3.7/home/houyongkuo/Documents/MinkowskiEngine/src/local_pooling_gpu.o /opt/cuda/bin/nvcc -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include/torch/csrc/api/include -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include/TH -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include/THC -I/opt/cuda/include -I/home/houyongkuo/Documents/MinkowskiEngine/src -I/home/houyongkuo/Documents/MinkowskiEngine/src/3rdparty -I/home/houyongkuo/miniconda3/envs/lmpr/include -I/home/houyongkuo/miniconda3/envs/lmpr/include/python3.7m -c -c /home/houyongkuo/Documents/MinkowskiEngine/src/local_pooling_gpu.cu -o /home/houyongkuo/Documents/MinkowskiEngine/build/temp.linux-x86_64-3.7/home/houyongkuo/Documents/MinkowskiEngine/src/local_pooling_gpu.o -DCUDA_NO_HALF_OPERATORS -DCUDA_NO_HALF_CONVERSIONS -D__CUDA_NO_HALF2_OPERATORS__ --expt-relaxed-constexpr --compiler-options ''"'"'-fPIC'"'"'' --expt-relaxed-constexpr --expt-extended-lambda -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 -gencode=arch=compute_86,code=sm_86 -std=c++14 nvcc fatal : Unsupported gpu architecture 'compute_86' [12/21] c++ -MMD -MF /home/houyongkuo/Documents/MinkowskiEngine/build/temp.linux-x86_64-3.7/home/houyongkuo/Documents/MinkowskiEngine/src/math_functions_cpu.o.d -pthread -B /home/houyongkuo/miniconda3/envs/lmpr/compiler_compat -Wl,--sysroot=/ -Wsign-compare -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -fPIC -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include/torch/csrc/api/include -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include/TH -I/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/include/THC -I/opt/cuda/include -I/home/houyongkuo/Documents/MinkowskiEngine/src -I/home/houyongkuo/Documents/MinkowskiEngine/src/3rdparty -I/home/houyongkuo/miniconda3/envs/lmpr/include -I/home/houyongkuo/miniconda3/envs/lmpr/include/python3.7m -c -c /home/houyongkuo/Documents/MinkowskiEngine/src/math_functions_cpu.cpp -o /home/houyongkuo/Documents/MinkowskiEngine/build/temp.linux-x86_64-3.7/home/houyongkuo/Documents/MinkowskiEngine/src/math_functions_cpu.o -fopenmp -O3 -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1011"' -DTORCH_EXTENSION_NAME=_C -D_GLIBCXX_USE_CXX11_ABI=0 -std=c++14 cc1plus: warning: command-line option ‘-Wstrict-prototypes’ is valid for C/ObjC but not for C++ ninja: build stopped: subcommand failed. Traceback (most recent call last): File "/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/utils/cpp_extension.py", line 1539, in _run_ninja_build env=env) File "/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/subprocess.py", line 512, in run output=stdout, stderr=stderr) 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 "setup.py", line 358, in python_requires=">=3.6", File "/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/setuptools/init.py", line 153, in setup return distutils.core.setup(**attrs) File "/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/distutils/core.py", line 148, in setup dist.run_commands() File "/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/distutils/dist.py", line 966, in run_commands self.run_command(cmd) File "/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/distutils/dist.py", line 985, in run_command cmd_obj.run() File "/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/setuptools/command/install.py", line 67, in run self.do_egg_install() File "/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/setuptools/command/install.py", line 109, in do_egg_install self.run_command('bdist_egg') File "/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/distutils/cmd.py", line 313, in run_command self.distribution.run_command(command) File "/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/distutils/dist.py", line 985, in run_command cmd_obj.run() File "/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/setuptools/command/bdist_egg.py", line 164, in run cmd = self.call_command('install_lib', warn_dir=0) File "/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/setuptools/command/bdist_egg.py", line 150, in call_command self.run_command(cmdname) File "/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/distutils/cmd.py", line 313, in run_command self.distribution.run_command(command) File "/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/distutils/dist.py", line 985, in run_command cmd_obj.run() File "/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/setuptools/command/install_lib.py", line 11, in run self.build() File "/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/distutils/command/install_lib.py", line 107, in build self.run_command('build_ext') File "/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/distutils/cmd.py", line 313, in run_command self.distribution.run_command(command) File "/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/distutils/dist.py", line 985, in run_command cmd_obj.run() File "/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/setuptools/command/build_ext.py", line 79, in run _build_ext.run(self) File "/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/distutils/command/build_ext.py", line 340, in run self.build_extensions() File "/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/utils/cpp_extension.py", line 670, in build_extensions build_ext.build_extensions(self) File "/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/distutils/command/build_ext.py", line 449, in build_extensions self._build_extensions_serial() File "/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/distutils/command/build_ext.py", line 474, in _build_extensions_serial self.build_extension(ext) File "/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/setuptools/command/build_ext.py", line 196, in build_extension _build_ext.build_extension(self, ext) File "/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/distutils/command/build_ext.py", line 534, in build_extension depends=ext.depends) File "/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/utils/cpp_extension.py", line 500, in unix_wrap_ninja_compile with_cuda=with_cuda) File "/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/utils/cpp_extension.py", line 1255, in _write_ninja_file_and_compile_objects error_prefix='Error compiling objects for extension') File "/home/houyongkuo/miniconda3/envs/lmpr/lib/python3.7/site-packages/torch/utils/cpp_extension.py", line 1555, in _run_ninja_build raise RuntimeError(message) from e RuntimeError: Error compiling objects for extension

chrischoy commented 3 years ago

nvcc fatal : Unsupported gpu architecture 'compute_86'

It seems like you are using a different nvcc version for your installation. Please make sure that nvcc --version matches the CUDA version of pytorch.

or you should specify the CUDA_HOME

export CUDA_HOME=/usr/local/cuda-11.0; python setup.py install

houyongkuo commented 3 years ago

I have made sure that nvcc --version matches the CUDA version of pytorch. log: nvcc --version nvcc: NVIDIA (R) Cuda compiler driver Copyright (c) 2005-2020 NVIDIA Corporation Built on Wed_Jul_22_19:09:09_PDT_2020 Cuda compilation tools, release 11.0, V11.0.221 Build cuda_11.0_bu.TC445_37.28845127_0

And when I specified the CUDA_HOME，I also got the error "RuntimeError: Error compiling objects for extension ".

I installed the pkg "nvcc_linux-64" in miniconda. But I found when I activate the new environment in miniconda, I will get the warning: "Version of installed CUDA didn't match package". Maybe the bug comes from the nvcc? "

houyongkuo commented 3 years ago

Maybe GCC and G++ were missing before, but new errors appeared after I installed it. "subprocess.CalledProcessError: Command '['which', 'g++-7']' returned non-zero exit status 1."

chrischoy commented 3 years ago

Try using CUDA 11.1. https://forums.developer.nvidia.com/t/nvcc-fatal-unsupported-gpu-architecture-compute-86/161424

Or you could only use the compute architecture up to 8.0 but not 8.6 by 

cd MinkowskiEngine
TORCH_CUDA_ARCH_LIST="5.2 6.0 6.1 7.0 7.5 8.0" python setup.py install