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fangwei123456 / spikingjelly

SpikingJelly is an open-source deep learning framework for Spiking Neural Network (SNN) based on PyTorch.
https://spikingjelly.readthedocs.io
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spikingjelly（gpu版）安装问题 #73

Closed xuebin-sz closed 3 years ago

xuebin-sz commented 3 years ago

你好，最近刚接触到snn，你们的仿真平台做的非常好! 不过我之前没有用源码装过库，不太会。。。安装gpu版时一直报错，网上搜了是pytorch和cudatoolkit版本不匹配问题，可是我是在官网下的版本匹配应该没问题，也设置了CUDA_HOME的环境变量，希望得到帮助，万分感谢！ 我的版本：python3.7，pytorch1.8.1，cuda10.2，cudnn7

fangwei123456 commented 3 years ago

是用conda环境安装的pytorch吗

xuebin-sz commented 3 years ago

是用conda环境安装的pytorch吗

感谢回复，是的

fangwei123456 commented 3 years ago

打印一下这个命令的输出：

(pytorch-env) PS C:\Users\fw> conda list torch
# packages in environment at C:\Users\fw\anaconda3\envs\pytorch-env:
#
# Name                    Version                   Build  Channel
pytorch                   1.7.1           py3.8_cuda110_cudnn8_0    pytorch
torchaudio                0.7.2                      py38    pytorch
torchvision               0.8.2                py38_cu110    pytorch
xuebin-sz commented 3 years ago

`# packages in environment at D:\Anaconda\envs\pytorch_gpu: #

Name Version Build Channel

pytorch 1.8.1 py3.7_cuda10.2_cudnn7_0 pytorch torchaudio 0.8.1 py37 pytorch torchvision 0.9.1 py37_cu102 pytorch`

fangwei123456 commented 3 years ago

cuda版本是多少？

(pytorch-env) PS C:\Users\fw> nvcc -V
nvcc: NVIDIA (R) Cuda compiler driver
Copyright (c) 2005-2020 NVIDIA Corporation
Built on Thu_Jun_11_22:26:48_Pacific_Daylight_Time_2020
Cuda compilation tools, release 11.0, V11.0.194
Build cuda_11.0_bu.relgpu_drvr445TC445_37.28540450_0
xuebin-sz commented 3 years ago

cuda版本是多少？

(pytorch-env) PS C:\Users\fw> nvcc -V
nvcc: NVIDIA (R) Cuda compiler driver
Copyright (c) 2005-2020 NVIDIA Corporation
Built on Thu_Jun_11_22:26:48_Pacific_Daylight_Time_2020
Cuda compilation tools, release 11.0, V11.0.194
Build cuda_11.0_bu.relgpu_drvr445TC445_37.28540450_0

10.2.89

Yanqi-Chen commented 3 years ago

安装gpu版时一直报错，网上搜了是pytorch和cudatoolkit版本不匹配问题

能否提供原始的报错信息？

xuebin-sz commented 3 years ago

Install With CUDA Extension running install running bdist_egg running egg_info creating spikingjelly.egg-info writing spikingjelly.egg-info\PKG-INFO writing dependency_links to spikingjelly.egg-info\dependency_links.txt writing requirements to spikingjelly.egg-info\requires.txt writing top-level names to spikingjelly.egg-info\top_level.txt writing manifest file 'spikingjelly.egg-info\SOURCES.txt' reading manifest file 'spikingjelly.egg-info\SOURCES.txt' writing manifest file 'spikingjelly.egg-info\SOURCES.txt' installing library code to build\bdist.win-amd64\egg running install_lib running build_py creating build creating build\lib.win-amd64-3.7 creating build\lib.win-amd64-3.7\spikingjelly copying spikingjelly__init.py -> build\lib.win-amd64-3.7\spikingjelly creating build\lib.win-amd64-3.7\spikingjelly\cext copying spikingjelly\cext\functional.py -> build\lib.win-amd64-3.7\spikingjelly\cext copying spikingjelly\cext\layer.py -> build\lib.win-amd64-3.7\spikingjelly\cext copying spikingjelly\cext\neuron.py -> build\lib.win-amd64-3.7\spikingjelly\cext copying spikingjelly\cext__init.py -> build\lib.win-amd64-3.7\spikingjelly\cext creating build\lib.win-amd64-3.7\spikingjelly\clock_driven copying spikingjelly\clock_driven\encoding.py -> build\lib.win-amd64-3.7\spikingjelly\clock_driven copying spikingjelly\clock_driven\functional.py -> build\lib.win-amd64-3.7\spikingjelly\clock_driven copying spikingjelly\clock_driven\layer.py -> build\lib.win-amd64-3.7\spikingjelly\clock_driven copying spikingjelly\clock_driven\monitor.py -> build\lib.win-amd64-3.7\spikingjelly\clock_driven copying spikingjelly\clock_driven\neuron.py -> build\lib.win-amd64-3.7\spikingjelly\clock_driven copying spikingjelly\clock_driven\rnn.py -> build\lib.win-amd64-3.7\spikingjelly\clock_driven copying spikingjelly\clock_driven\surrogate.py -> build\lib.win-amd64-3.7\spikingjelly\clock_driven copying spikingjelly\clock_driven__init.py -> build\lib.win-amd64-3.7\spikingjelly\clock_driven creating build\lib.win-amd64-3.7\spikingjelly\datasets copying spikingjelly\datasets\asl_dvs.py -> build\lib.win-amd64-3.7\spikingjelly\datasets copying spikingjelly\datasets\cifar10_dvs.py -> build\lib.win-amd64-3.7\spikingjelly\datasets copying spikingjelly\datasets\dvs128_gesture.py -> build\lib.win-amd64-3.7\spikingjelly\datasets copying spikingjelly\datasets\nav_gesture.py -> build\lib.win-amd64-3.7\spikingjelly\datasets copying spikingjelly\datasets\n_mnist.py -> build\lib.win-amd64-3.7\spikingjelly\datasets copying spikingjelly\datasets\speechcommands.py -> build\lib.win-amd64-3.7\spikingjelly\datasets copying spikingjelly\datasets\utils.py -> build\lib.win-amd64-3.7\spikingjelly\datasets copying spikingjelly\datasets__init.py -> build\lib.win-amd64-3.7\spikingjelly\datasets creating build\lib.win-amd64-3.7\spikingjelly\event_driven copying spikingjelly\event_driven\encoding.py -> build\lib.win-amd64-3.7\spikingjelly\event_driven copying spikingjelly\event_driven\neuron.py -> build\lib.win-amd64-3.7\spikingjelly\event_driven copying spikingjelly\event_driven__init__.py -> build\lib.win-amd64-3.7\spikingjelly\event_driven creating build\lib.win-amd64-3.7\spikingjelly\visualizing copying spikingjelly\visualizing\init.py -> build\lib.win-amd64-3.7\spikingjelly\visualizing creating build\lib.win-amd64-3.7\spikingjelly\clock_driven\ann2snn copying spikingjelly\clock_driven\ann2snn\modules.py -> build\lib.win-amd64-3.7\spikingjelly\clock_driven\ann2snn copying spikingjelly\clock_driven\ann2snn\init__.py -> build\lib.win-amd64-3.7\spikingjelly\clock_driven\ann2snn creating build\lib.win-amd64-3.7\spikingjelly\clock_driven\examples copying spikingjelly\clock_driven\examples\A2C.py -> build\lib.win-amd64-3.7\spikingjelly\clock_driven\examples copying spikingjelly\clock_driven\examples\cifar10_r11_enabling_spikebased_backpropagation.py -> build\lib.win-amd64-3.7\spikingjelly\clock_driven\examples copying spikingjelly\clock_driven\examples\conv_fashion_mnist.py -> build\lib.win-amd64-3.7\spikingjelly\clock_driven\examples copying spikingjelly\clock_driven\examples\conv_fashion_mnist_cuda_lbl.py -> build\lib.win-amd64-3.7\spikingjelly\clock_driven\examples copying spikingjelly\clock_driven\examples\dqn_cart_pole.py -> build\lib.win-amd64-3.7\spikingjelly\clock_driven\examples copying spikingjelly\clock_driven\examples\DQN_state.py -> build\lib.win-amd64-3.7\spikingjelly\clock_driven\examples copying spikingjelly\clock_driven\examples\lif_fc_mnist.py -> build\lib.win-amd64-3.7\spikingjelly\clock_driven\examples copying spikingjelly\clock_driven\examples\PPO.py -> build\lib.win-amd64-3.7\spikingjelly\clock_driven\examples copying spikingjelly\clock_driven\examples\Spiking_A2C.py -> build\lib.win-amd64-3.7\spikingjelly\clock_driven\examples copying spikingjelly\clock_driven\examples\Spiking_DQN_state.py -> build\lib.win-amd64-3.7\spikingjelly\clock_driven\examples copying spikingjelly\clock_driven\examples\spiking_lstm_sequential_mnist.py -> build\lib.win-amd64-3.7\spikingjelly\clock_driven\examples copying spikingjelly\clock_driven\examples\spiking_lstm_text.py -> build\lib.win-amd64-3.7\spikingjelly\clock_driven\examples copying spikingjelly\clock_driven\examples\Spiking_PPO.py -> build\lib.win-amd64-3.7\spikingjelly\clock_driven\examples copying spikingjelly\clock_driven\examples\init.py -> build\lib.win-amd64-3.7\spikingjelly\clock_driven\examples creating build\lib.win-amd64-3.7\spikingjelly\clock_driven\ann2snn\examples copying spikingjelly\clock_driven\ann2snn\examples\cnn_fashionmnist.py -> build\lib.win-amd64-3.7\spikingjelly\clock_driven\ann2snn\examples copying spikingjelly\clock_driven\ann2snn\examples\cnn_mnist.py -> build\lib.win-amd64-3.7\spikingjelly\clock_driven\ann2snn\examples copying spikingjelly\clock_driven\ann2snn\examples\resnet18_cifar10.py -> build\lib.win-amd64-3.7\spikingjelly\clock_driven\ann2snn\examples copying spikingjelly\clock_driven\ann2snn\examples\utils.py -> build\lib.win-amd64-3.7\spikingjelly\clock_driven\ann2snn\examples copying spikingjelly\clock_driven\ann2snn\examples\init__.py -> build\lib.win-amd64-3.7\spikingjelly\clock_driven\ann2snn\examples creating build\lib.win-amd64-3.7\spikingjelly\clock_driven\ann2snn\kernels copying spikingjelly\clock_driven\ann2snn\kernels\onnx.py -> build\lib.win-amd64-3.7\spikingjelly\clock_driven\ann2snn\kernels copying spikingjelly\clock_driven\ann2snn\kernels\pytorch.py -> build\lib.win-amd64-3.7\spikingjelly\clock_driven\ann2snn\kernels copying spikingjelly\clock_driven\ann2snn\kernels\init.py -> build\lib.win-amd64-3.7\spikingjelly\clock_driven\ann2snn\kernels creating build\lib.win-amd64-3.7\spikingjelly\clock_driven\examples\common copying spikingjelly\clock_driven\examples\common\multiprocessing_env.py -> build\lib.win-amd64-3.7\spikingjelly\clock_driven\examples\common copying spikingjelly\clock_driven\examples\common\init.py -> build\lib.win-amd64-3.7\spikingjelly\clock_driven\examples\common creating build\lib.win-amd64-3.7\spikingjelly\event_driven\examples copying spikingjelly\event_driven\examples\tempotron_mnist.py -> build\lib.win-amd64-3.7\spikingjelly\event_driven\examples copying spikingjelly\event_driven\examples\init.py -> build\lib.win-amd64-3.7\spikingjelly\event_driven\examples running build_ext D:\Anaconda\envs\pytorch_gpu\lib\site-packages\torch\utils\cpp_extension.py:304: UserWarning: Error checking compiler version for cl: [WinError 2] 系统找不到指定的文件。 warnings.warn(f'Error checking compiler version for {compiler}: {error}') building '_C_neuron' extension creating C:\Users\12145\spikingjelly\build\temp.win-amd64-3.7 creating C:\Users\12145\spikingjelly\build\temp.win-amd64-3.7\Release creating C:\Users\12145\spikingjelly\build\temp.win-amd64-3.7\Release\Users creating C:\Users\12145\spikingjelly\build\temp.win-amd64-3.7\Release\Users\12145 creating C:\Users\12145\spikingjelly\build\temp.win-amd64-3.7\Release\Users\12145\spikingjelly creating C:\Users\12145\spikingjelly\build\temp.win-amd64-3.7\Release\Users\12145\spikingjelly\spikingjelly creating C:\Users\12145\spikingjelly\build\temp.win-amd64-3.7\Release\Users\12145\spikingjelly\spikingjelly\cext creating C:\Users\12145\spikingjelly\build\temp.win-amd64-3.7\Release\Users\12145\spikingjelly\spikingjelly\cext\csrc creating C:\Users\12145\spikingjelly\build\temp.win-amd64-3.7\Release\Users\12145\spikingjelly\spikingjelly\cext\csrc\neuron Emitting ninja build file C:\Users\12145\spikingjelly\build\temp.win-amd64-3.7\Release\build.ninja... Compiling objects... Allowing ninja to set a default number of workers... (overridable by setting the environment variable MAX_JOBS=N) [1/3] D:\Anaconda\envs\pytorch_gpu\Library\bin\bin\nvcc --generate-dependencies-with-compile --dependency-output C:\Users\12145\spikingjelly\build\temp.win-amd64-3.7\Release\Users\12145\s pikingjelly\spikingjelly\cext\csrc\neuron\neuron_forward_kernel.obj.d --use-local-env -Xcompiler /MD -Xcompiler /wd4819 -Xcompiler /wd4251 -Xcompiler /wd4244 -Xcompiler /wd4267 -Xcompiler /wd4275 -Xcompiler /wd4018 -Xcompiler /wd4190 -Xcompiler /EHsc -Xcudafe --diag_suppress=base_class_has_different_dll_interface -Xcudafe --diag_suppress=field_without_dll_interface -Xcuda fe --diag_suppress=dll_interface_conflict_none_assumed -Xcudafe --diag_suppress=dll_interface_conflict_dllexport_assumed -DWITH_CUDA -ID:\Anaconda\envs\pytorch_gpu\lib\site-packages\torch \include -ID:\Anaconda\envs\pytorch_gpu\lib\site-packages\torch\include\torch\csrc\api\include -ID:\Anaconda\envs\pytorch_gpu\lib\site-packages\torch\include\TH -ID:\Anaconda\envs\pytorch _gpu\lib\site-packages\torch\include\THC -ID:\Anaconda\envs\pytorch_gpu\Library\bin\include -ID:\Anaconda\envs\pytorch_gpu\include -ID:\Anaconda\envs\pytorch_gpu\include "-IC:\Program Fil es (x86)\Microsoft Visual Studio\2019\Community\VC\Tools\MSVC\14.27.29110\ATLMFC\include" "-IC:\Program Files (x86)\Microsoft Visual Studio\2019\Community\VC\Tools\MSVC\14.27.29110\includ e" "-IC:\Program Files (x86)\Windows Kits\NETFXSDK\4.8\include\um" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.18362.0\ucrt" "-IC:\Program Files (x86)\Windows Kits\10\include\1 0.0.18362.0\shared" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.18362.0\um" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.18362.0\winrt" "-IC:\Program Files (x86)\Wind ows Kits\10\include\10.0.18362.0\cppwinrt" -c C:\Users\12145\spikingjelly\spikingjelly\cext\csrc\neuron\neuron_forward_kernel.cu -o C:\Users\12145\spikingjelly\build\temp.win-amd64-3.7\Re lease\Users\12145\spikingjelly\spikingjelly\cext\csrc\neuron\neuron_forward_kernel.obj -DCUDA_NO_HALF_OPERATORS -DCUDA_NO_HALF_CONVERSIONS -DCUDA_NO_BFLOAT16_CONVERSIONS -DC UDA_NO_HALF2_OPERATORS__ --expt-relaxed-constexpr -use_fast_math -DTORCH_API_INCLUDE_EXTENSION_H -DTORCH_EXTENSION_NAME=_C_neuron -D_GLIBCXX_USE_CXX11_ABI=0 -gencode=arch=compute_75,code= compute_75 -gencode=arch=compute_75,code=sm_75 FAILED: C:/Users/12145/spikingjelly/build/temp.win-amd64-3.7/Release/Users/12145/spikingjelly/spikingjelly/cext/csrc/neuron/neuron_forward_kernel.obj D:\Anaconda\envs\pytorch_gpu\Library\bin\bin\nvcc --generate-dependencies-with-compile --dependency-output C:\Users\12145\spikingjelly\build\temp.win-amd64-3.7\Release\Users\12145\spiking jelly\spikingjelly\cext\csrc\neuron\neuron_forward_kernel.obj.d --use-local-env -Xcompiler /MD -Xcompiler /wd4819 -Xcompiler /wd4251 -Xcompiler /wd4244 -Xcompiler /wd4267 -Xcompiler /wd42 75 -Xcompiler /wd4018 -Xcompiler /wd4190 -Xcompiler /EHsc -Xcudafe --diag_suppress=base_class_has_different_dll_interface -Xcudafe --diag_suppress=field_without_dll_interface -Xcudafe --d iag_suppress=dll_interface_conflict_none_assumed -Xcudafe --diag_suppress=dll_interface_conflict_dllexport_assumed -DWITH_CUDA -ID:\Anaconda\envs\pytorch_gpu\lib\site-packages\torch\inclu de -ID:\Anaconda\envs\pytorch_gpu\lib\site-packages\torch\include\torch\csrc\api\include -ID:\Anaconda\envs\pytorch_gpu\lib\site-packages\torch\include\TH -ID:\Anaconda\envs\pytorch_gpu\l ib\site-packages\torch\include\THC -ID:\Anaconda\envs\pytorch_gpu\Library\bin\include -ID:\Anaconda\envs\pytorch_gpu\include -ID:\Anaconda\envs\pytorch_gpu\include "-IC:\Program Files (x8 6)\Microsoft Visual Studio\2019\Community\VC\Tools\MSVC\14.27.29110\ATLMFC\include" "-IC:\Program Files (x86)\Microsoft Visual Studio\2019\Community\VC\Tools\MSVC\14.27.29110\include" "-I C:\Program Files (x86)\Windows Kits\NETFXSDK\4.8\include\um" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.18362.0\ucrt" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.18 362.0\shared" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.18362.0\um" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.18362.0\winrt" "-IC:\Program Files (x86)\Windows Ki ts\10\include\10.0.18362.0\cppwinrt" -c C:\Users\12145\spikingjelly\spikingjelly\cext\csrc\neuron\neuron_forward_kernel.cu -o C:\Users\12145\spikingjelly\build\temp.win-amd64-3.7\Release\ Users\12145\spikingjelly\spikingjelly\cext\csrc\neuron\neuron_forward_kernel.obj -DCUDA_NO_HALF_OPERATORS -DCUDA_NO_HALF_CONVERSIONS -DCUDA_NO_BFLOAT16_CONVERSIONS -DCUDA_NO _HALF2_OPERATORS --expt-relaxed-constexpr -use_fast_math -DTORCH_API_INCLUDE_EXTENSION_H -DTORCH_EXTENSION_NAME=_C_neuron -D_GLIBCXX_USE_CXX11_ABI=0 -gencode=arch=compute_75,code=comput e_75 -gencode=arch=compute_75,code=sm_75 CreateProcess failed: The system cannot find the file specified. [2/3] D:\Anaconda\envs\pytorch_gpu\Library\bin\bin\nvcc --generate-dependencies-with-compile --dependency-output C:\Users\12145\spikingjelly\build\temp.win-amd64-3.7\Release\Users\12145\s pikingjelly\spikingjelly\cext\csrc\neuron\neuron_backward_kernel.obj.d --use-local-env -Xcompiler /MD -Xcompiler /wd4819 -Xcompiler /wd4251 -Xcompiler /wd4244 -Xcompiler /wd4267 -Xcompile r /wd4275 -Xcompiler /wd4018 -Xcompiler /wd4190 -Xcompiler /EHsc -Xcudafe --diag_suppress=base_class_has_different_dll_interface -Xcudafe --diag_suppress=field_without_dll_interface -Xcud afe --diag_suppress=dll_interface_conflict_none_assumed -Xcudafe --diag_suppress=dll_interface_conflict_dllexport_assumed -DWITH_CUDA -ID:\Anaconda\envs\pytorch_gpu\lib\site-packages\torc h\include -ID:\Anaconda\envs\pytorch_gpu\lib\site-packages\torch\include\torch\csrc\api\include -ID:\Anaconda\envs\pytorch_gpu\lib\site-packages\torch\include\TH -ID:\Anaconda\envs\pytorc h_gpu\lib\site-packages\torch\include\THC -ID:\Anaconda\envs\pytorch_gpu\Library\bin\include -ID:\Anaconda\envs\pytorch_gpu\include -ID:\Anaconda\envs\pytorch_gpu\include "-IC:\Program Fi les (x86)\Microsoft Visual Studio\2019\Community\VC\Tools\MSVC\14.27.29110\ATLMFC\include" "-IC:\Program Files (x86)\Microsoft Visual Studio\2019\Community\VC\Tools\MSVC\14.27.29110\inclu de" "-IC:\Program Files (x86)\Windows Kits\NETFXSDK\4.8\include\um" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.18362.0\ucrt" "-IC:\Program Files (x86)\Windows Kits\10\include\ 10.0.18362.0\shared" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.18362.0\um" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.18362.0\winrt" "-IC:\Program Files (x86)\Win dows Kits\10\include\10.0.18362.0\cppwinrt" -c C:\Users\12145\spikingjelly\spikingjelly\cext\csrc\neuron\neuron_backward_kernel.cu -o C:\Users\12145\spikingjelly\build\temp.win-amd64-3.7\ Release\Users\12145\spikingjelly\spikingjelly\cext\csrc\neuron\neuron_backward_kernel.obj -D__CUDA_NO_HALF_OPERATORS -DCUDA_NO_HALF_CONVERSIONS -DCUDA_NO_BFLOAT16_CONVERSIONS -D CUDA_NO_HALF2_OPERATORS__ --expt-relaxed-constexpr -use_fast_math -DTORCH_API_INCLUDE_EXTENSION_H -DTORCH_EXTENSION_NAME=_C_neuron -D_GLIBCXX_USE_CXX11_ABI=0 -gencode=arch=compute_75,co de=compute_75 -gencode=arch=compute_75,code=sm_75 FAILED: C:/Users/12145/spikingjelly/build/temp.win-amd64-3.7/Release/Users/12145/spikingjelly/spikingjelly/cext/csrc/neuron/neuron_backward_kernel.obj D:\Anaconda\envs\pytorch_gpu\Library\bin\bin\nvcc --generate-dependencies-with-compile --dependency-output C:\Users\12145\spikingjelly\build\temp.win-amd64-3.7\Release\Users\12145\spiking jelly\spikingjelly\cext\csrc\neuron\neuron_backward_kernel.obj.d --use-local-env -Xcompiler /MD -Xcompiler /wd4819 -Xcompiler /wd4251 -Xcompiler /wd4244 -Xcompiler /wd4267 -Xcompiler /wd4 275 -Xcompiler /wd4018 -Xcompiler /wd4190 -Xcompiler /EHsc -Xcudafe --diag_suppress=base_class_has_different_dll_interface -Xcudafe --diag_suppress=field_without_dll_interface -Xcudafe -- diag_suppress=dll_interface_conflict_none_assumed -Xcudafe --diag_suppress=dll_interface_conflict_dllexport_assumed -DWITH_CUDA -ID:\Anaconda\envs\pytorch_gpu\lib\site-packages\torch\incl ude -ID:\Anaconda\envs\pytorch_gpu\lib\site-packages\torch\include\torch\csrc\api\include -ID:\Anaconda\envs\pytorch_gpu\lib\site-packages\torch\include\TH -ID:\Anaconda\envs\pytorch_gpu\ lib\site-packages\torch\include\THC -ID:\Anaconda\envs\pytorch_gpu\Library\bin\include -ID:\Anaconda\envs\pytorch_gpu\include -ID:\Anaconda\envs\pytorch_gpu\include "-IC:\Program Files (x 86)\Microsoft Visual Studio\2019\Community\VC\Tools\MSVC\14.27.29110\ATLMFC\include" "-IC:\Program Files (x86)\Microsoft Visual Studio\2019\Community\VC\Tools\MSVC\14.27.29110\include" "- IC:\Program Files (x86)\Windows Kits\NETFXSDK\4.8\include\um" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.18362.0\ucrt" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.1 8362.0\shared" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.18362.0\um" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.18362.0\winrt" "-IC:\Program Files (x86)\Windows K its\10\include\10.0.18362.0\cppwinrt" -c C:\Users\12145\spikingjelly\spikingjelly\cext\csrc\neuron\neuron_backward_kernel.cu -o C:\Users\12145\spikingjelly\build\temp.win-amd64-3.7\Releas e\Users\12145\spikingjelly\spikingjelly\cext\csrc\neuron\neuron_backward_kernel.obj -DCUDA_NO_HALF_OPERATORS -DCUDA_NO_HALF_CONVERSIONS -DCUDA_NO_BFLOAT16_CONVERSIONS -DCUDA _NO_HALF2_OPERATORS__ --expt-relaxed-constexpr -use_fast_math -DTORCH_API_INCLUDE_EXTENSION_H -DTORCH_EXTENSION_NAME=_C_neuron -D_GLIBCXX_USE_CXX11_ABI=0 -gencode=arch=compute_75,code=com pute_75 -gencode=arch=compute_75,code=sm_75 CreateProcess failed: The system cannot find the file specified. ninja: fatal: ReadFile: 句柄无效。

Traceback (most recent call last): File "D:\Anaconda\envs\pytorch_gpu\lib\site-packages\torch\utils\cpp_extension.py", line 1673, in _run_ninja_build env=env) File "D:\Anaconda\envs\pytorch_gpu\lib\subprocess.py", line 512, in run output=stdout, stderr=stderr) subprocess.CalledProcessError: Command '['ninja', '-v']' 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 76, in "build_ext": BuildExtension File "D:\Anaconda\envs\pytorch_gpu\lib\site-packages\setuptools__init__.py", line 153, in setup return distutils.core.setup(**attrs) File "D:\Anaconda\envs\pytorch_gpu\lib\distutils\core.py", line 148, in setup dist.run_commands() File "D:\Anaconda\envs\pytorch_gpu\lib\distutils\dist.py", line 966, in run_commands self.run_command(cmd) File "D:\Anaconda\envs\pytorch_gpu\lib\distutils\dist.py", line 985, in run_command cmd_obj.run() File "D:\Anaconda\envs\pytorch_gpu\lib\site-packages\setuptools\command\install.py", line 67, in run self.do_egg_install() File "D:\Anaconda\envs\pytorch_gpu\lib\site-packages\setuptools\command\install.py", line 109, in do_egg_install self.run_command('bdist_egg') File "D:\Anaconda\envs\pytorch_gpu\lib\distutils\cmd.py", line 313, in run_command self.distribution.run_command(command) File "D:\Anaconda\envs\pytorch_gpu\lib\distutils\dist.py", line 985, in run_command cmd_obj.run() File "D:\Anaconda\envs\pytorch_gpu\lib\site-packages\setuptools\command\bdist_egg.py", line 164, in run cmd = self.call_command('install_lib', warn_dir=0) File "D:\Anaconda\envs\pytorch_gpu\lib\site-packages\setuptools\command\bdist_egg.py", line 150, in call_command self.run_command(cmdname) File "D:\Anaconda\envs\pytorch_gpu\lib\distutils\cmd.py", line 313, in run_command self.distribution.run_command(command) File "D:\Anaconda\envs\pytorch_gpu\lib\distutils\dist.py", line 985, in run_command cmd_obj.run() File "D:\Anaconda\envs\pytorch_gpu\lib\site-packages\setuptools\command\install_lib.py", line 11, in run self.build() File "D:\Anaconda\envs\pytorch_gpu\lib\distutils\command\install_lib.py", line 107, in build self.run_command('build_ext') File "D:\Anaconda\envs\pytorch_gpu\lib\distutils\cmd.py", line 313, in run_command self.distribution.run_command(command) File "D:\Anaconda\envs\pytorch_gpu\lib\distutils\dist.py", line 985, in run_command cmd_obj.run() File "D:\Anaconda\envs\pytorch_gpu\lib\site-packages\setuptools\command\build_ext.py", line 79, in run _build_ext.run(self) File "D:\Anaconda\envs\pytorch_gpu\lib\site-packages\Cython\Distutils\old_build_ext.py", line 186, in run _build_ext.build_ext.run(self) File "D:\Anaconda\envs\pytorch_gpu\lib\distutils\command\build_ext.py", line 340, in run self.build_extensions() File "D:\Anaconda\envs\pytorch_gpu\lib\site-packages\torch\utils\cpp_extension.py", line 708, in build_extensions build_ext.build_extensions(self) File "D:\Anaconda\envs\pytorch_gpu\lib\site-packages\Cython\Distutils\old_build_ext.py", line 195, in build_extensions _build_ext.build_ext.build_extensions(self) File "D:\Anaconda\envs\pytorch_gpu\lib\distutils\command\build_ext.py", line 449, in build_extensions self._build_extensions_serial() File "D:\Anaconda\envs\pytorch_gpu\lib\distutils\command\build_ext.py", line 474, in _build_extensions_serial self.build_extension(ext) File "D:\Anaconda\envs\pytorch_gpu\lib\site-packages\setuptools\command\build_ext.py", line 196, in build_extension _build_ext.build_extension(self, ext) File "D:\Anaconda\envs\pytorch_gpu\lib\distutils\command\build_ext.py", line 534, in build_extension depends=ext.depends) File "D:\Anaconda\envs\pytorch_gpu\lib\site-packages\torch\utils\cpp_extension.py", line 690, in win_wrap_ninja_compile with_cuda=with_cuda) File "D:\Anaconda\envs\pytorch_gpu\lib\site-packages\torch\utils\cpp_extension.py", line 1359, in _write_ninja_file_and_compile_objects error_prefix='Error compiling objects for extension') File "D:\Anaconda\envs\pytorch_gpu\lib\site-packages\torch\utils\cpp_extension.py", line 1683, in _run_ninja_build raise RuntimeError(message) from e RuntimeError: Error compiling objects for extension

fangwei123456 commented 3 years ago

看起来是在windows环境下，缺乏cl.exe导致。 检查一下环境变量的path中是否有类似的路径： C:\Program Files (x86)\Microsoft Visual Studio\2019\BuildTools\VC\Tools\MSVC\14.28.29333\bin\Hostx64\x64 这个是cl.exe所在的目录。 如果不存在的化，需要去这个网址下载MSVC https://visualstudio.microsoft.com/zh-hans/visual-cpp-build-tools/

fangwei123456 commented 3 years ago

还需要将cl.exe加入到path

xuebin-sz commented 3 years ago

变量名写cl吗

fangwei123456 commented 3 years ago

可以参考这个https://blog.csdn.net/qq_42868008/article/details/81987852

(pytorch-env) PS C:\Users\fw> cl
用于 x64 的 Microsoft (R) C/C++ 优化编译器 19.28.29335 版
版权所有(C) Microsoft Corporation。保留所有权利。

用法: cl [ 选项... ] 文件名... [ /link 链接选项... ]
xuebin-sz commented 3 years ago

这个问题已解决，但又出现了新的问题。。。 Install With CUDA Extension running install running bdist_egg running egg_info creating spikingjelly.egg-info writing spikingjelly.egg-info\PKG-INFO writing dependency_links to spikingjelly.egg-info\dependency_links.txt writing requirements to spikingjelly.egg-info\requires.txt writing top-level names to spikingjelly.egg-info\top_level.txt writing manifest file 'spikingjelly.egg-info\SOURCES.txt' reading manifest file 'spikingjelly.egg-info\SOURCES.txt' writing manifest file 'spikingjelly.egg-info\SOURCES.txt' installing library code to build\bdist.win-amd64\egg running install_lib running build_py creating build creating build\lib.win-amd64-3.7 creating build\lib.win-amd64-3.7\spikingjelly copying spikingjelly__init.py -> build\lib.win-amd64-3.7\spikingjelly creating build\lib.win-amd64-3.7\spikingjelly\cext copying spikingjelly\cext\functional.py -> build\lib.win-amd64-3.7\spikingjelly\cext copying spikingjelly\cext\layer.py -> build\lib.win-amd64-3.7\spikingjelly\cext copying spikingjelly\cext\neuron.py -> build\lib.win-amd64-3.7\spikingjelly\cext copying spikingjelly\cext__init.py -> build\lib.win-amd64-3.7\spikingjelly\cext creating build\lib.win-amd64-3.7\spikingjelly\clock_driven copying spikingjelly\clock_driven\encoding.py -> build\lib.win-amd64-3.7\spikingjelly\clock_driven copying spikingjelly\clock_driven\functional.py -> build\lib.win-amd64-3.7\spikingjelly\clock_driven copying spikingjelly\clock_driven\layer.py -> build\lib.win-amd64-3.7\spikingjelly\clock_driven copying spikingjelly\clock_driven\monitor.py -> build\lib.win-amd64-3.7\spikingjelly\clock_driven copying spikingjelly\clock_driven\neuron.py -> build\lib.win-amd64-3.7\spikingjelly\clock_driven copying spikingjelly\clock_driven\rnn.py -> build\lib.win-amd64-3.7\spikingjelly\clock_driven copying spikingjelly\clock_driven\surrogate.py -> build\lib.win-amd64-3.7\spikingjelly\clock_driven copying spikingjelly\clock_driven__init.py -> build\lib.win-amd64-3.7\spikingjelly\clock_driven creating build\lib.win-amd64-3.7\spikingjelly\datasets copying spikingjelly\datasets\asl_dvs.py -> build\lib.win-amd64-3.7\spikingjelly\datasets copying spikingjelly\datasets\cifar10_dvs.py -> build\lib.win-amd64-3.7\spikingjelly\datasets copying spikingjelly\datasets\dvs128_gesture.py -> build\lib.win-amd64-3.7\spikingjelly\datasets copying spikingjelly\datasets\nav_gesture.py -> build\lib.win-amd64-3.7\spikingjelly\datasets copying spikingjelly\datasets\n_mnist.py -> build\lib.win-amd64-3.7\spikingjelly\datasets copying spikingjelly\datasets\speechcommands.py -> build\lib.win-amd64-3.7\spikingjelly\datasets copying spikingjelly\datasets\utils.py -> build\lib.win-amd64-3.7\spikingjelly\datasets copying spikingjelly\datasets__init.py -> build\lib.win-amd64-3.7\spikingjelly\datasets creating build\lib.win-amd64-3.7\spikingjelly\event_driven copying spikingjelly\event_driven\encoding.py -> build\lib.win-amd64-3.7\spikingjelly\event_driven copying spikingjelly\event_driven\neuron.py -> build\lib.win-amd64-3.7\spikingjelly\event_driven copying spikingjelly\event_driven__init__.py -> build\lib.win-amd64-3.7\spikingjelly\event_driven creating build\lib.win-amd64-3.7\spikingjelly\visualizing copying spikingjelly\visualizing\init.py -> build\lib.win-amd64-3.7\spikingjelly\visualizing creating build\lib.win-amd64-3.7\spikingjelly\clock_driven\ann2snn copying spikingjelly\clock_driven\ann2snn\modules.py -> build\lib.win-amd64-3.7\spikingjelly\clock_driven\ann2snn copying spikingjelly\clock_driven\ann2snn\init__.py -> build\lib.win-amd64-3.7\spikingjelly\clock_driven\ann2snn creating build\lib.win-amd64-3.7\spikingjelly\clock_driven\examples copying spikingjelly\clock_driven\examples\A2C.py -> build\lib.win-amd64-3.7\spikingjelly\clock_driven\examples copying spikingjelly\clock_driven\examples\cifar10_r11_enabling_spikebased_backpropagation.py -> build\lib.win-amd64-3.7\spikingjelly\clock_driven\examples copying spikingjelly\clock_driven\examples\conv_fashion_mnist.py -> build\lib.win-amd64-3.7\spikingjelly\clock_driven\examples copying spikingjelly\clock_driven\examples\conv_fashion_mnist_cuda_lbl.py -> build\lib.win-amd64-3.7\spikingjelly\clock_driven\examples copying spikingjelly\clock_driven\examples\dqn_cart_pole.py -> build\lib.win-amd64-3.7\spikingjelly\clock_driven\examples copying spikingjelly\clock_driven\examples\DQN_state.py -> build\lib.win-amd64-3.7\spikingjelly\clock_driven\examples copying spikingjelly\clock_driven\examples\lif_fc_mnist.py -> build\lib.win-amd64-3.7\spikingjelly\clock_driven\examples copying spikingjelly\clock_driven\examples\PPO.py -> build\lib.win-amd64-3.7\spikingjelly\clock_driven\examples copying spikingjelly\clock_driven\examples\Spiking_A2C.py -> build\lib.win-amd64-3.7\spikingjelly\clock_driven\examples copying spikingjelly\clock_driven\examples\Spiking_DQN_state.py -> build\lib.win-amd64-3.7\spikingjelly\clock_driven\examples copying spikingjelly\clock_driven\examples\spiking_lstm_sequential_mnist.py -> build\lib.win-amd64-3.7\spikingjelly\clock_driven\examples copying spikingjelly\clock_driven\examples\spiking_lstm_text.py -> build\lib.win-amd64-3.7\spikingjelly\clock_driven\examples copying spikingjelly\clock_driven\examples\Spiking_PPO.py -> build\lib.win-amd64-3.7\spikingjelly\clock_driven\examples copying spikingjelly\clock_driven\examples\init.py -> build\lib.win-amd64-3.7\spikingjelly\clock_driven\examples creating build\lib.win-amd64-3.7\spikingjelly\clock_driven\ann2snn\examples copying spikingjelly\clock_driven\ann2snn\examples\cnn_fashionmnist.py -> build\lib.win-amd64-3.7\spikingjelly\clock_driven\ann2snn\examples copying spikingjelly\clock_driven\ann2snn\examples\cnn_mnist.py -> build\lib.win-amd64-3.7\spikingjelly\clock_driven\ann2snn\examples copying spikingjelly\clock_driven\ann2snn\examples\resnet18_cifar10.py -> build\lib.win-amd64-3.7\spikingjelly\clock_driven\ann2snn\examples copying spikingjelly\clock_driven\ann2snn\examples\utils.py -> build\lib.win-amd64-3.7\spikingjelly\clock_driven\ann2snn\examples copying spikingjelly\clock_driven\ann2snn\examples\init__.py -> build\lib.win-amd64-3.7\spikingjelly\clock_driven\ann2snn\examples creating build\lib.win-amd64-3.7\spikingjelly\clock_driven\ann2snn\kernels copying spikingjelly\clock_driven\ann2snn\kernels\onnx.py -> build\lib.win-amd64-3.7\spikingjelly\clock_driven\ann2snn\kernels copying spikingjelly\clock_driven\ann2snn\kernels\pytorch.py -> build\lib.win-amd64-3.7\spikingjelly\clock_driven\ann2snn\kernels copying spikingjelly\clock_driven\ann2snn\kernels\init.py -> build\lib.win-amd64-3.7\spikingjelly\clock_driven\ann2snn\kernels creating build\lib.win-amd64-3.7\spikingjelly\clock_driven\examples\common copying spikingjelly\clock_driven\examples\common\multiprocessing_env.py -> build\lib.win-amd64-3.7\spikingjelly\clock_driven\examples\common copying spikingjelly\clock_driven\examples\common\init.py -> build\lib.win-amd64-3.7\spikingjelly\clock_driven\examples\common creating build\lib.win-amd64-3.7\spikingjelly\event_driven\examples copying spikingjelly\event_driven\examples\tempotron_mnist.py -> build\lib.win-amd64-3.7\spikingjelly\event_driven\examples copying spikingjelly\event_driven\examples\init.py -> build\lib.win-amd64-3.7\spikingjelly\event_driven\examples running build_ext D:\Anaconda\envs\pytorch_gpu\lib\site-packages\torch\utils\cpp_extension.py:304: UserWarning: Error checking compiler version for cl: 'utf-8' codec can't decode byte 0xd3 in position 0: i nvalid continuation byte warnings.warn(f'Error checking compiler version for {compiler}: {error}') building '_C_neuron' extension creating C:\Users\12145\spikingjelly\build\temp.win-amd64-3.7 creating C:\Users\12145\spikingjelly\build\temp.win-amd64-3.7\Release creating C:\Users\12145\spikingjelly\build\temp.win-amd64-3.7\Release\Users creating C:\Users\12145\spikingjelly\build\temp.win-amd64-3.7\Release\Users\12145 creating C:\Users\12145\spikingjelly\build\temp.win-amd64-3.7\Release\Users\12145\spikingjelly creating C:\Users\12145\spikingjelly\build\temp.win-amd64-3.7\Release\Users\12145\spikingjelly\spikingjelly creating C:\Users\12145\spikingjelly\build\temp.win-amd64-3.7\Release\Users\12145\spikingjelly\spikingjelly\cext creating C:\Users\12145\spikingjelly\build\temp.win-amd64-3.7\Release\Users\12145\spikingjelly\spikingjelly\cext\csrc creating C:\Users\12145\spikingjelly\build\temp.win-amd64-3.7\Release\Users\12145\spikingjelly\spikingjelly\cext\csrc\neuron Emitting ninja build file C:\Users\12145\spikingjelly\build\temp.win-amd64-3.7\Release\build.ninja... Compiling objects... Allowing ninja to set a default number of workers... (overridable by setting the environment variable MAX_JOBS=N) [1/3] D:\Anaconda\envs\pytorch_gpu\conda-meta\bin\nvcc --generate-dependencies-with-compile --dependency-output C:\Users\12145\spikingjelly\build\temp.win-amd64-3.7\Release\Users\12145\sp ikingjelly\spikingjelly\cext\csrc\neuron\neuron_forward_kernel.obj.d --use-local-env -Xcompiler /MD -Xcompiler /wd4819 -Xcompiler /wd4251 -Xcompiler /wd4244 -Xcompiler /wd4267 -Xcompiler /wd4275 -Xcompiler /wd4018 -Xcompiler /wd4190 -Xcompiler /EHsc -Xcudafe --diag_suppress=base_class_has_different_dll_interface -Xcudafe --diag_suppress=field_without_dll_interface -Xcudaf e --diag_suppress=dll_interface_conflict_none_assumed -Xcudafe --diag_suppress=dll_interface_conflict_dllexport_assumed -DWITH_CUDA -ID:\Anaconda\envs\pytorch_gpu\lib\site-packages\torch\ include -ID:\Anaconda\envs\pytorch_gpu\lib\site-packages\torch\include\torch\csrc\api\include -ID:\Anaconda\envs\pytorchgpu\lib\site-packages\torch\include\TH -ID:\Anaconda\envs\pytorch gpu\lib\site-packages\torch\include\THC -ID:\Anaconda\envs\pytorch_gpu\conda-meta\include -ID:\Anaconda\envs\pytorch_gpu\include -ID:\Anaconda\envs\pytorch_gpu\include "-IC:\Program Files (x86)\Microsoft Visual Studio\2019\Community\VC\Tools\MSVC\14.27.29110\ATLMFC\include" "-IC:\Program Files (x86)\Microsoft Visual Studio\2019\Community\VC\Tools\MSVC\14.27.29110\include" "-IC:\Program Files (x86)\Windows Kits\NETFXSDK\4.8\include\um" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.18362.0\ucrt" "-IC:\Program Files (x86)\Windows Kits\10\include\10. 0.18362.0\shared" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.18362.0\um" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.18362.0\winrt" "-IC:\Program Files (x86)\Window s Kits\10\include\10.0.18362.0\cppwinrt" -c C:\Users\12145\spikingjelly\spikingjelly\cext\csrc\neuron\neuron_forward_kernel.cu -o C:\Users\12145\spikingjelly\build\temp.win-amd64-3.7\Rele ase\Users\12145\spikingjelly\spikingjelly\cext\csrc\neuron\neuron_forward_kernel.obj -DCUDA_NO_HALF_OPERATORS -DCUDA_NO_HALF_CONVERSIONS -DCUDA_NO_BFLOAT16_CONVERSIONS -DCUD A_NO_HALF2_OPERATORS__ --expt-relaxed-constexpr -use_fast_math -DTORCH_API_INCLUDE_EXTENSION_H -DTORCH_EXTENSION_NAME=_C_neuron -D_GLIBCXX_USE_CXX11_ABI=0 -gencode=arch=compute_75,code=co mpute_75 -gencode=arch=compute_75,code=sm_75 FAILED: C:/Users/12145/spikingjelly/build/temp.win-amd64-3.7/Release/Users/12145/spikingjelly/spikingjelly/cext/csrc/neuron/neuron_forward_kernel.obj D:\Anaconda\envs\pytorch_gpu\conda-meta\bin\nvcc --generate-dependencies-with-compile --dependency-output C:\Users\12145\spikingjelly\build\temp.win-amd64-3.7\Release\Users\12145\spikingj elly\spikingjelly\cext\csrc\neuron\neuron_forward_kernel.obj.d --use-local-env -Xcompiler /MD -Xcompiler /wd4819 -Xcompiler /wd4251 -Xcompiler /wd4244 -Xcompiler /wd4267 -Xcompiler /wd427 5 -Xcompiler /wd4018 -Xcompiler /wd4190 -Xcompiler /EHsc -Xcudafe --diag_suppress=base_class_has_different_dll_interface -Xcudafe --diag_suppress=field_without_dll_interface -Xcudafe --di ag_suppress=dll_interface_conflict_none_assumed -Xcudafe --diag_suppress=dll_interface_conflict_dllexport_assumed -DWITH_CUDA -ID:\Anaconda\envs\pytorch_gpu\lib\site-packages\torch\includ e -ID:\Anaconda\envs\pytorch_gpu\lib\site-packages\torch\include\torch\csrc\api\include -ID:\Anaconda\envs\pytorch_gpu\lib\site-packages\torch\include\TH -ID:\Anaconda\envs\pytorch_gpu\li b\site-packages\torch\include\THC -ID:\Anaconda\envs\pytorch_gpu\conda-meta\include -ID:\Anaconda\envs\pytorch_gpu\include -ID:\Anaconda\envs\pytorch_gpu\include "-IC:\Program Files (x86) \Microsoft Visual Studio\2019\Community\VC\Tools\MSVC\14.27.29110\ATLMFC\include" "-IC:\Program Files (x86)\Microsoft Visual Studio\2019\Community\VC\Tools\MSVC\14.27.29110\include" "-IC: \Program Files (x86)\Windows Kits\NETFXSDK\4.8\include\um" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.18362.0\ucrt" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.1836 2.0\shared" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.18362.0\um" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.18362.0\winrt" "-IC:\Program Files (x86)\Windows Kits \10\include\10.0.18362.0\cppwinrt" -c C:\Users\12145\spikingjelly\spikingjelly\cext\csrc\neuron\neuron_forward_kernel.cu -o C:\Users\12145\spikingjelly\build\temp.win-amd64-3.7\Release\Us ers\12145\spikingjelly\spikingjelly\cext\csrc\neuron\neuron_forward_kernel.obj -DCUDA_NO_HALF_OPERATORS -DCUDA_NO_HALF_CONVERSIONS -DCUDA_NO_BFLOAT16_CONVERSIONS -DCUDA_NO_H ALF2_OPERATORS --expt-relaxed-constexpr -use_fast_math -DTORCH_API_INCLUDE_EXTENSION_H -DTORCH_EXTENSION_NAME=_C_neuron -D_GLIBCXX_USE_CXX11_ABI=0 -gencode=arch=compute75,code=compute 75 -gencode=arch=compute_75,code=sm_75 CreateProcess failed: The system cannot find the file specified. [2/3] D:\Anaconda\envs\pytorch_gpu\conda-meta\bin\nvcc --generate-dependencies-with-compile --dependency-output C:\Users\12145\spikingjelly\build\temp.win-amd64-3.7\Release\Users\12145\sp ikingjelly\spikingjelly\cext\csrc\neuron\neuron_backward_kernel.obj.d --use-local-env -Xcompiler /MD -Xcompiler /wd4819 -Xcompiler /wd4251 -Xcompiler /wd4244 -Xcompiler /wd4267 -Xcompiler /wd4275 -Xcompiler /wd4018 -Xcompiler /wd4190 -Xcompiler /EHsc -Xcudafe --diag_suppress=base_class_has_different_dll_interface -Xcudafe --diag_suppress=field_without_dll_interface -Xcuda fe --diag_suppress=dll_interface_conflict_none_assumed -Xcudafe --diag_suppress=dll_interface_conflict_dllexport_assumed -DWITH_CUDA -ID:\Anaconda\envs\pytorch_gpu\lib\site-packages\torch \include -ID:\Anaconda\envs\pytorch_gpu\lib\site-packages\torch\include\torch\csrc\api\include -ID:\Anaconda\envs\pytorch_gpu\lib\site-packages\torch\include\TH -ID:\Anaconda\envs\pytorch _gpu\lib\site-packages\torch\include\THC -ID:\Anaconda\envs\pytorch_gpu\conda-meta\include -ID:\Anaconda\envs\pytorch_gpu\include -ID:\Anaconda\envs\pytorch_gpu\include "-IC:\Program File s (x86)\Microsoft Visual Studio\2019\Community\VC\Tools\MSVC\14.27.29110\ATLMFC\include" "-IC:\Program Files (x86)\Microsoft Visual Studio\2019\Community\VC\Tools\MSVC\14.27.29110\include " "-IC:\Program Files (x86)\Windows Kits\NETFXSDK\4.8\include\um" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.18362.0\ucrt" "-IC:\Program Files (x86)\Windows Kits\10\include\10 .0.18362.0\shared" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.18362.0\um" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.18362.0\winrt" "-IC:\Program Files (x86)\Windo ws Kits\10\include\10.0.18362.0\cppwinrt" -c C:\Users\12145\spikingjelly\spikingjelly\cext\csrc\neuron\neuron_backward_kernel.cu -o C:\Users\12145\spikingjelly\build\temp.win-amd64-3.7\Re lease\Users\12145\spikingjelly\spikingjelly\cext\csrc\neuron\neuron_backward_kernel.obj -D__CUDA_NO_HALF_OPERATORS -DCUDA_NO_HALF_CONVERSIONS -DCUDA_NO_BFLOAT16_CONVERSIONS -D CUDA_NO_HALF2_OPERATORS__ --expt-relaxed-constexpr -use_fast_math -DTORCH_API_INCLUDE_EXTENSION_H -DTORCH_EXTENSION_NAME=_C_neuron -D_GLIBCXX_USE_CXX11_ABI=0 -gencode=arch=compute_75,code =compute_75 -gencode=arch=compute_75,code=sm_75 FAILED: C:/Users/12145/spikingjelly/build/temp.win-amd64-3.7/Release/Users/12145/spikingjelly/spikingjelly/cext/csrc/neuron/neuron_backward_kernel.obj D:\Anaconda\envs\pytorch_gpu\conda-meta\bin\nvcc --generate-dependencies-with-compile --dependency-output C:\Users\12145\spikingjelly\build\temp.win-amd64-3.7\Release\Users\12145\spikingj elly\spikingjelly\cext\csrc\neuron\neuron_backward_kernel.obj.d --use-local-env -Xcompiler /MD -Xcompiler /wd4819 -Xcompiler /wd4251 -Xcompiler /wd4244 -Xcompiler /wd4267 -Xcompiler /wd42 75 -Xcompiler /wd4018 -Xcompiler /wd4190 -Xcompiler /EHsc -Xcudafe --diag_suppress=base_class_has_different_dll_interface -Xcudafe --diag_suppress=field_without_dll_interface -Xcudafe --d iag_suppress=dll_interface_conflict_none_assumed -Xcudafe --diag_suppress=dll_interface_conflict_dllexport_assumed -DWITH_CUDA -ID:\Anaconda\envs\pytorch_gpu\lib\site-packages\torch\inclu de -ID:\Anaconda\envs\pytorch_gpu\lib\site-packages\torch\include\torch\csrc\api\include -ID:\Anaconda\envs\pytorch_gpu\lib\site-packages\torch\include\TH -ID:\Anaconda\envs\pytorch_gpu\l ib\site-packages\torch\include\THC -ID:\Anaconda\envs\pytorch_gpu\conda-meta\include -ID:\Anaconda\envs\pytorch_gpu\include -ID:\Anaconda\envs\pytorch_gpu\include "-IC:\Program Files (x86 )\Microsoft Visual Studio\2019\Community\VC\Tools\MSVC\14.27.29110\ATLMFC\include" "-IC:\Program Files (x86)\Microsoft Visual Studio\2019\Community\VC\Tools\MSVC\14.27.29110\include" "-IC :\Program Files (x86)\Windows Kits\NETFXSDK\4.8\include\um" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.18362.0\ucrt" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.183 62.0\shared" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.18362.0\um" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.18362.0\winrt" "-IC:\Program Files (x86)\Windows Kit s\10\include\10.0.18362.0\cppwinrt" -c C:\Users\12145\spikingjelly\spikingjelly\cext\csrc\neuron\neuron_backward_kernel.cu -o C:\Users\12145\spikingjelly\build\temp.win-amd64-3.7\Release\ Users\12145\spikingjelly\spikingjelly\cext\csrc\neuron\neuron_backward_kernel.obj -DCUDA_NO_HALF_OPERATORS -DCUDA_NO_HALF_CONVERSIONS -DCUDA_NO_BFLOAT16_CONVERSIONS -DCUDA_N O_HALF2_OPERATORS__ --expt-relaxed-constexpr -use_fast_math -DTORCH_API_INCLUDE_EXTENSION_H -DTORCH_EXTENSION_NAME=_C_neuron -D_GLIBCXX_USE_CXX11_ABI=0 -gencode=arch=compute_75,code=compu te_75 -gencode=arch=compute_75,code=sm_75 CreateProcess failed: The system cannot find the file specified. ninja: fatal: ReadFile: 句柄无效。

Traceback (most recent call last): File "D:\Anaconda\envs\pytorch_gpu\lib\site-packages\torch\utils\cpp_extension.py", line 1673, in _run_ninja_build env=env) File "D:\Anaconda\envs\pytorch_gpu\lib\subprocess.py", line 512, in run output=stdout, stderr=stderr) subprocess.CalledProcessError: Command '['ninja', '-v']' 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 76, in "build_ext": BuildExtension File "D:\Anaconda\envs\pytorch_gpu\lib\site-packages\setuptools__init__.py", line 153, in setup return distutils.core.setup(**attrs) File "D:\Anaconda\envs\pytorch_gpu\lib\distutils\core.py", line 148, in setup dist.run_commands() File "D:\Anaconda\envs\pytorch_gpu\lib\distutils\dist.py", line 966, in run_commands self.run_command(cmd) File "D:\Anaconda\envs\pytorch_gpu\lib\distutils\dist.py", line 985, in run_command cmd_obj.run() File "D:\Anaconda\envs\pytorch_gpu\lib\site-packages\setuptools\command\install.py", line 67, in run self.do_egg_install() File "D:\Anaconda\envs\pytorch_gpu\lib\site-packages\setuptools\command\install.py", line 109, in do_egg_install self.run_command('bdist_egg') File "D:\Anaconda\envs\pytorch_gpu\lib\distutils\cmd.py", line 313, in run_command self.distribution.run_command(command) File "D:\Anaconda\envs\pytorch_gpu\lib\distutils\dist.py", line 985, in run_command cmd_obj.run() File "D:\Anaconda\envs\pytorch_gpu\lib\site-packages\setuptools\command\bdist_egg.py", line 164, in run cmd = self.call_command('install_lib', warn_dir=0) File "D:\Anaconda\envs\pytorch_gpu\lib\site-packages\setuptools\command\bdist_egg.py", line 150, in call_command self.run_command(cmdname) File "D:\Anaconda\envs\pytorch_gpu\lib\distutils\cmd.py", line 313, in run_command self.distribution.run_command(command) File "D:\Anaconda\envs\pytorch_gpu\lib\distutils\dist.py", line 985, in run_command cmd_obj.run() File "D:\Anaconda\envs\pytorch_gpu\lib\site-packages\setuptools\command\install_lib.py", line 11, in run self.build() File "D:\Anaconda\envs\pytorch_gpu\lib\distutils\command\install_lib.py", line 107, in build self.run_command('build_ext') File "D:\Anaconda\envs\pytorch_gpu\lib\distutils\cmd.py", line 313, in run_command self.distribution.run_command(command) File "D:\Anaconda\envs\pytorch_gpu\lib\distutils\dist.py", line 985, in run_command cmd_obj.run() File "D:\Anaconda\envs\pytorch_gpu\lib\site-packages\setuptools\command\build_ext.py", line 79, in run _build_ext.run(self) File "D:\Anaconda\envs\pytorch_gpu\lib\site-packages\Cython\Distutils\old_build_ext.py", line 186, in run _build_ext.build_ext.run(self) File "D:\Anaconda\envs\pytorch_gpu\lib\distutils\command\build_ext.py", line 340, in run self.build_extensions() File "D:\Anaconda\envs\pytorch_gpu\lib\site-packages\torch\utils\cpp_extension.py", line 708, in build_extensions build_ext.build_extensions(self) File "D:\Anaconda\envs\pytorch_gpu\lib\site-packages\Cython\Distutils\old_build_ext.py", line 195, in build_extensions _build_ext.build_ext.build_extensions(self) File "D:\Anaconda\envs\pytorch_gpu\lib\distutils\command\build_ext.py", line 449, in build_extensions self._build_extensions_serial() File "D:\Anaconda\envs\pytorch_gpu\lib\distutils\command\build_ext.py", line 474, in _build_extensions_serial self.build_extension(ext) File "D:\Anaconda\envs\pytorch_gpu\lib\site-packages\setuptools\command\build_ext.py", line 196, in build_extension _build_ext.build_extension(self, ext) File "D:\Anaconda\envs\pytorch_gpu\lib\distutils\command\build_ext.py", line 534, in build_extension depends=ext.depends) File "D:\Anaconda\envs\pytorch_gpu\lib\site-packages\torch\utils\cpp_extension.py", line 690, in win_wrap_ninja_compile with_cuda=with_cuda) File "D:\Anaconda\envs\pytorch_gpu\lib\site-packages\torch\utils\cpp_extension.py", line 1359, in _write_ninja_file_and_compile_objects error_prefix='Error compiling objects for extension') File "D:\Anaconda\envs\pytorch_gpu\lib\site-packages\torch\utils\cpp_extension.py", line 1683, in _run_ninja_build raise RuntimeError(message) from e RuntimeError: Error compiling objects for extension

fangwei123456 commented 3 years ago

用conda升级一下ninja试试？

下面是成功安装时的输出：

(pytorch-env) PS C:\Users\fw\Desktop\代码\spikingjelly> python .\setup.py develop
Install With CUDA Extension
running develop
running egg_info
writing spikingjelly.egg-info\PKG-INFO
writing dependency_links to spikingjelly.egg-info\dependency_links.txt
writing requirements to spikingjelly.egg-info\requires.txt
writing top-level names to spikingjelly.egg-info\top_level.txt
reading manifest file 'spikingjelly.egg-info\SOURCES.txt'
writing manifest file 'spikingjelly.egg-info\SOURCES.txt'
running build_ext
C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\utils\cpp_extension.py:287: UserWarning: Error checking compiler version for cl: 'utf-8' codec can't decode byte 0xd3 in position 0: invalid continuation byte
  warnings.warn('Error checking compiler version for {}: {}'.format(compiler, error))
building '_C_neuron' extension
Emitting ninja build file C:\Users\fw\Desktop\代码\spikingjelly\build\temp.win-amd64-3.8\Release\build.ninja...
Compiling objects...
Allowing ninja to set a default number of workers... (overridable by setting the environment variable MAX_JOBS=N)
[1/3] cl /showIncludes /nologo /Ox /W3 /GL /DNDEBUG /MD /MD /wd4819 /wd4251 /wd4244 /wd4267 /wd4275 /wd4018 /wd4190 /EHsc -DWITH_CUDA -IC:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include -IC:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch\csrc\api\include -IC:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\TH -IC:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\THC "-IC:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.0\include" -IC:\Users\fw\anaconda3\envs\pytorch-env\include -IC:\Users\fw\anaconda3\envs\pytorch-env\include "-IC:\Program Files (x86)\Microsoft Visual Studio\2019\BuildTools\VC\Tools\MSVC\14.28.29333\include" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.18362.0\ucrt" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.18362.0\shared" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.18362.0\um" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.18362.0\winrt" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.18362.0\cppwinrt" -c C:\Users\fw\Desktop\代码\spikingjelly\spikingjelly\cext\csrc\neuron\neuron.cpp /FoC:\Users\fw\Desktop\代码\spikingjelly\build\temp.win-amd64-3.8\Release\Users\fw\Desktop\代码\spikingjelly\spikingjelly\cext\csrc\neuron\neuron.obj -g -DTORCH_API_INCLUDE_EXTENSION_H -DTORCH_EXTENSION_NAME=_C_neuron -D_GLIBCXX_USE_CXX11_ABI=0 /std:c++14
cl: 命令行 warning D9002 :忽略未知选项“-g”
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注意: 包含文件:                C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\ATen/core/qualified_name.h
注意: 包含文件:             C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\ATen/core/rref_interface.h
C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\ATen/core/ivalue_inl.h(389): warning C4101: “e”: 未引用的局部变量
注意: 包含文件:          C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch/csrc/autograd/generated/variable_factories.h
注意: 包含文件:           C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\ATen/core/grad_mode.h
注意: 包含文件:           C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch/csrc/api/include/torch/detail/TensorDataContainer.h
注意: 包含文件:           C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch/csrc/autograd/variable.h
注意: 包含文件:            C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch/csrc/utils/python_stub.h
注意: 包含文件:            C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch/csrc/autograd/edge.h
注意: 包含文件:             C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\c10/util/hash.h
注意: 包含文件:            C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch/csrc/autograd/function_hook.h
注意: 包含文件:            C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch/csrc/autograd/cpp_hook.h
注意: 包含文件:            C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\ATen/NamedTensorUtils.h
注意: 包含文件:             C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\ATen/NamedTensor.h
注意: 包含文件:             C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\ATen/TensorNames.h
注意: 包含文件:           C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch/csrc/jit/frontend/tracer.h
注意: 包含文件:            C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\ATen/core/stack.h
注意: 包含文件:            C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch/csrc/jit/api/object.h
注意: 包含文件:             C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch/csrc/jit/api/method.h
注意: 包含文件:              C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\ATen/core/function.h注意: 包含文件:               C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\ATen/core/function_schema.h
注意: 包含文件:                C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\ATen/core/alias_info.h
注意: 包含文件:                C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\ATen/core/operator_name.h
注意: 包含文件:                C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\ATen/core/dispatch/OperatorOptions.h
注意: 包含文件:                C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\ATen/core/function_schema_inl.h
注意: 包含文件:              C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch/csrc/jit/api/function_impl.h
注意: 包含文件:               C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch/csrc/jit/ir/ir.h
注意: 包含文件:                C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch/csrc/jit/ir/attributes.h
注意: 包含文件:                C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch/csrc/jit/ir/graph_node_list.h
注意: 包含文件:                C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch/csrc/jit/ir/named_value.h
注意: 包含文件:                 C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch/csrc/jit/frontend/source_range.h
注意: 包含文件:                 C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch/csrc/jit/ir/constants.h
注意: 包含文件:                  C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch/csrc/jit/ir/scope.h
注意: 包含文件:                 C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch/csrc/utils/variadic.h
注意: 包含文件:                  C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\ATen/core/Variadic.h
注意: 包含文件:                C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch/csrc/jit/runtime/operator.h
注意: 包含文件:                 C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\ATen/core/dispatch/Dispatcher.h
注意: 包含文件:                  C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\ATen/SequenceNumber.h
注意: 包含文件:                  C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\ATen/core/boxing/KernelFunction.h
注意: 包含文件:                   C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\ATen/core/boxing/KernelFunction_impl.h
注意: 包含文件:                    C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\ATen/core/boxing/impl/boxing.h
注意: 包含文件:                    C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\ATen/core/boxing/impl/make_boxed_from_unboxed_functor.h
注意: 包含文件:                    C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\ATen/core/boxing/impl/WrapFunctionIntoFunctor.h
注意: 包含文件:                    C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\ATen/core/boxing/impl/WrapFunctionIntoRuntimeFunctor.h
注意: 包含文件:                  C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\ATen/core/dispatch/OperatorEntry.h
注意: 包含文件:                   C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\c10/util/either.h
注意: 包含文件:                   C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\ATen/core/dispatch/DispatchKeyExtractor.h
注意: 包含文件:                    C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\c10/util/Bitset.h
注意: 包含文件:                   C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\ATen/core/dispatch/CppSignature.h
注意: 包含文件:                   C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\ATen/core/dispatch/RegistrationHandleRAII.h
注意: 包含文件:                  C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\ATen/record_function.h
注意: 包含文件:                  C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\c10/util/LeftRight.h
注意: 包含文件:                 C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\ATen/core/op_registration/op_whitelist.h
注意: 包含文件:                 C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch/csrc/jit/frontend/function_schema_parser.h
注意: 包含文件:                  C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\ATen/core/Macros.h
注意: 包含文件:                 C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch/csrc/jit/runtime/operator_options.h
注意: 包含文件:                 C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch/library.h
注意: 包含文件:                  C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\ATen/core/op_registration/infer_schema.h
注意: 包含文件:                  C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\ATen/core/op_registration/op_registration.h
注意: 包含文件:                   C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\ATen/core/ATenOpList.h
注意: 包含文件:                  C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch/custom_class.h
注意: 包含文件:                   C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\ATen/core/builtin_function.h
注意: 包含文件:                   C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch/custom_class_detail.h
注意: 包含文件:                C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch/csrc/utils/disallow_copy.h
注意: 包含文件:               C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch/csrc/jit/runtime/graph_executor.h
注意: 包含文件:                C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch/csrc/jit/python/update_graph_executor_opt.h
注意: 包含文件:                C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch/csrc/jit/runtime/argument_spec.h
注意: 包含文件:                C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch/csrc/jit/runtime/interpreter.h
注意: 包含文件:                 C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\ATen/ThreadLocalState.h
注意: 包含文件:                C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch/csrc/jit/runtime/variable_tensor_list.h
注意: 包含文件:               C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch/csrc/utils/memory.h
注意: 包含文件:        C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch\csrc\api\include\torch/data/detail/data_shuttle.h
注意: 包含文件:         C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch\csrc\api\include\torch/data/detail/queue.h
注意: 包含文件:          C:\Program Files (x86)\Microsoft Visual Studio\2019\BuildTools\VC\Tools\MSVC\14.28.29333\include\queue
注意: 包含文件:        C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch\csrc\api\include\torch/data/detail/sequencers.h
注意: 包含文件:        C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch\csrc\api\include\torch/data/iterator.h
注意: 包含文件:        C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch\csrc\api\include\torch/data/samplers/random.h
注意: 包含文件:         C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch\csrc\api\include\torch/data/samplers/base.h
注意: 包含文件:        C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch\csrc\api\include\torch/data/worker_exception.h
注意: 包含文件:      C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch\csrc\api\include\torch/data/dataloader/stateless.h
注意: 包含文件:     C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch\csrc\api\include\torch/data/datasets.h
注意: 包含文件:      C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch\csrc\api\include\torch/data/datasets/base.h
注意: 包含文件:       C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch\csrc\api\include\torch/data/example.h
注意: 包含文件:      C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch\csrc\api\include\torch/data/datasets/chunk.h
注意: 包含文件:       C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch\csrc\api\include\torch/data/datasets/stateful.h
注意: 包含文件:       C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch\csrc\api\include\torch/data/samplers.h
注意: 包含文件:        C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch\csrc\api\include\torch/data/samplers/custom_batch_request.h
注意: 包含文件:        C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch\csrc\api\include\torch/data/samplers/distributed.h
注意: 包含文件:        C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch\csrc\api\include\torch/data/samplers/sequential.h
注意: 包含文件:        C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch\csrc\api\include\torch/data/samplers/serialize.h
注意: 包含文件:         C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch\csrc\api\include\torch/serialize/archive.h
注意: 包含文件:          C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch\csrc\api\include\torch/serialize/input-archive.h
注意: 包含文件:           C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch/csrc/jit/api/module.h
注意: 包含文件:            C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch/csrc/jit/passes/shape_analysis.h
注意: 包含文件:            C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch/csrc/api/include/torch/ordered_dict.h
注意: 包含文件:            C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch/csrc/jit/api/compilation_unit.h
注意: 包含文件:             C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch/csrc/jit/frontend/name_mangler.h
注意: 包含文件:          C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch\csrc\api\include\torch/serialize/output-archive.h
注意: 包含文件:        C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch\csrc\api\include\torch/data/samplers/stream.h
注意: 包含文件:       C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch\csrc\api\include\torch/serialize.h
注意: 包含文件:        C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch\csrc\api\include\torch/serialize/tensor.h
注意: 包含文件:      C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch\csrc\api\include\torch/data/datasets/map.h
注意: 包含文件:      C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch\csrc\api\include\torch/data/datasets/mnist.h
注意: 包含文件:      C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch\csrc\api\include\torch/data/datasets/shared.h
注意: 包含文件:      C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch\csrc\api\include\torch/data/datasets/tensor.h
注意: 包含文件:     C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch\csrc\api\include\torch/data/transforms.h
注意: 包含文件:      C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch\csrc\api\include\torch/data/transforms/base.h
注意: 包含文件:      C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch\csrc\api\include\torch/data/transforms/collate.h
注意: 包含文件:       C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch\csrc\api\include\torch/data/transforms/lambda.h
注意: 包含文件:      C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch\csrc\api\include\torch/data/transforms/stack.h
注意: 包含文件:      C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch\csrc\api\include\torch/data/transforms/tensor.h
注意: 包含文件:    C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch\csrc\api\include\torch/enum.h
注意: 包含文件:     C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\c10/util/variant.h
注意: 包含文件:    C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch\csrc\api\include\torch/jit.h
注意: 包含文件:    C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch\csrc\api\include\torch/linalg.h
注意: 包含文件:    C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch\csrc\api\include\torch/nn.h
注意: 包含文件:     C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch\csrc\api\include\torch/nn/cloneable.h
注意: 包含文件:      C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch\csrc\api\include\torch/nn/module.h
注意: 包含文件:       C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch\csrc\api\include\torch/nn/modules/container/any_module_holder.h
注意: 包含文件:        C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch\csrc\api\include\torch/nn/modules/container/any_value.h
注意: 包含文件:         C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch\csrc\api\include\torch/detail/static.h
注意: 包含文件:         C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch\csrc\api\include\torch/nn/pimpl.h
注意: 包含文件:          C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch/csrc/api/include/torch/nn/pimpl-inl.h
注意: 包含文件:      C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch\csrc\api\include\torch/utils.h
注意: 包含文件:       C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\ATen/Parallel.h
注意: 包含文件:        C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\ATen/Config.h
注意: 包含文件:        C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\ATen/ParallelOpenMP.h
注意: 包含文件:       C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch/csrc/autograd/grad_mode.h
注意: 包含文件:     C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch\csrc\api\include\torch/nn/functional.h
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注意: 包含文件:       C:\Users\fw\anaconda3\envs\pytorch-env\include\import.h
注意: 包含文件:       C:\Users\fw\anaconda3\envs\pytorch-env\include\abstract.h
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注意: 包含文件:       C:\Users\fw\anaconda3\envs\pytorch-env\include\bltinmodule.h
注意: 包含文件:       C:\Users\fw\anaconda3\envs\pytorch-env\include\eval.h
注意: 包含文件:       C:\Users\fw\anaconda3\envs\pytorch-env\include\pyctype.h
注意: 包含文件:       C:\Users\fw\anaconda3\envs\pytorch-env\include\pystrtod.h
注意: 包含文件:       C:\Users\fw\anaconda3\envs\pytorch-env\include\pystrcmp.h
注意: 包含文件:       C:\Users\fw\anaconda3\envs\pytorch-env\include\dtoa.h
注意: 包含文件:       C:\Users\fw\anaconda3\envs\pytorch-env\include\fileutils.h
注意: 包含文件:       C:\Users\fw\anaconda3\envs\pytorch-env\include\pyfpe.h
注意: 包含文件:       C:\Users\fw\anaconda3\envs\pytorch-env\include\tracemalloc.h
注意: 包含文件:    C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch/csrc/Dtype.h
注意: 包含文件:    C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch/csrc/DynamicTypes.h
注意: 包含文件:    C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch/csrc/utils/pybind.h
注意: 包含文件:     C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\pybind11/pybind11.h
注意: 包含文件:      C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\pybind11\attr.h
注意: 包含文件:       C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\pybind11\cast.h
注意: 包含文件:        C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\pybind11\pytypes.h
注意: 包含文件:         C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\pybind11\detail/common.h
C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\pybind11\detail/common.h(106): warning C4005: “HAVE_SNPRINTF”: 宏重定义
C:\Users\fw\anaconda3\envs\pytorch-env\include\pyerrors.h(315): note: 参见“HAVE_SNPRINTF”的前一个定义
注意: 包含文件:          C:\Users\fw\anaconda3\envs\pytorch-env\include\frameobject.h
注意: 包含文件:         C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\pybind11\buffer_info.h
注意: 包含文件:        C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\pybind11\detail/typeid.h
注意: 包含文件:        C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\pybind11\detail/descr.h
注意: 包含文件:        C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\pybind11\detail/internals.h
注意: 包含文件:      C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\pybind11\options.h
注意: 包含文件:      C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\pybind11\detail/class.h
注意: 包含文件:      C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\pybind11\detail/init.h
注意: 包含文件:     C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\pybind11/stl.h
注意: 包含文件:      C:\Program Files (x86)\Microsoft Visual Studio\2019\BuildTools\VC\Tools\MSVC\14.28.29333\include\valarray
注意: 包含文件:     C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch/csrc/autograd/python_variable.h
注意: 包含文件:      C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch/csrc/THP_export.h
注意: 包含文件:     C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch/csrc/utils/python_tuples.h
注意: 包含文件:      C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch/csrc/Exceptions.h
注意: 包含文件:       C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch/csrc/utils/auto_gil.h注意: 包含文件:       C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch/csrc/jit/runtime/jit_exception.h
注意: 包含文件:       C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\ATen/detail/FunctionTraits.h
注意: 包含文件:      C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch/csrc/utils/object_ptr.h
注意: 包含文件:      C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch/csrc/utils/python_numbers.h
注意: 包含文件:       C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch/csrc/utils/tensor_numpy.h
注意: 包含文件:     C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch/csrc/Generator.h
注意: 包含文件:  C:\Program Files (x86)\Windows Kits\10\include\10.0.18362.0\ucrt\math.h
注意: 包含文件:  C:\Users\fw\Desktop\代码\spikingjelly\spikingjelly\cext\csrc\neuron\neuron_def.h
[2/3] C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.0\bin\nvcc --use-local-env -Xcompiler /MD -Xcompiler /wd4819 -Xcompiler /wd4251 -Xcompiler /wd4244 -Xcompiler /wd4267 -Xcompiler /wd4275 -Xcompiler /wd4018 -Xcompiler /wd4190 -Xcompiler /EHsc -Xcudafe --diag_suppress=base_class_has_different_dll_interface -Xcudafe --diag_suppress=field_without_dll_interface -Xcudafe --diag_suppress=dll_interface_conflict_none_assumed -Xcudafe --diag_suppress=dll_interface_conflict_dllexport_assumed -DWITH_CUDA -IC:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include -IC:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch\csrc\api\include -IC:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\TH -IC:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\THC "-IC:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.0\include" -IC:\Users\fw\anaconda3\envs\pytorch-env\include -IC:\Users\fw\anaconda3\envs\pytorch-env\include "-IC:\Program Files (x86)\Microsoft Visual Studio\2019\BuildTools\VC\Tools\MSVC\14.28.29333\include" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.18362.0\ucrt" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.18362.0\shared" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.18362.0\um" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.18362.0\winrt" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.18362.0\cppwinrt" -c C:\Users\fw\Desktop\代码\spikingjelly\spikingjelly\cext\csrc\neuron\neuron_backward_kernel.cu -o C:\Users\fw\Desktop\代码\spikingjelly\build\temp.win-amd64-3.8\Release\Users\fw\Desktop\代码\spikingjelly\spikingjelly\cext\csrc\neuron\neuron_backward_kernel.obj -D__CUDA_NO_HALF_OPERATORS__ -D__CUDA_NO_HALF_CONVERSIONS__ -D__CUDA_NO_HALF2_OPERATORS__ --expt-relaxed-constexpr -use_fast_math -DTORCH_API_INCLUDE_EXTENSION_H -DTORCH_EXTENSION_NAME=_C_neuron -D_GLIBCXX_USE_CXX11_ABI=0 -gencode=arch=compute_61,code=sm_61
C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\pybind11\detail/common.h(106): warning C4005: “HAVE_SNPRINTF”: 宏重定义
C:\Users\fw\anaconda3\envs\pytorch-env\include\pyerrors.h(315): note: 参见“HAVE_SNPRINTF”的前一个定义
C:/Users/fw/anaconda3/envs/pytorch-env/lib/site-packages/torch/include\ATen/core/boxing/impl/boxing.h(100): warning: integer conversion resulted in a change of sign

C:/Users/fw/anaconda3/envs/pytorch-env/lib/site-packages/torch/include\ATen/core/op_registration/op_whitelist.h(39): warning: integer conversion resulted in a change of sign

C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\pybind11\detail/common.h(571): warning: invalid narrowing conversion from "__nv_bool" to "unsigned long long"
          detected during:
            instantiation of "pybind11::size_t pybind11::detail::constexpr_sum(T, Ts...) [with T=__nv_bool, Ts=<__nv_bool>]"
C:/Users/fw/anaconda3/envs/pytorch-env/lib/site-packages/torch/include\pybind11/pybind11.h(157): here
            instantiation of "void pybind11::cpp_function::initialize(Func &&, Return (*)(Args...), const Extra &...) [with Func=lambda [](pybind11::object)->pybind11::str, Return=pybind11::str, Args=<pybind11::object>, Extra=<pybind11::name, pybind11::is_method>]"
C:/Users/fw/anaconda3/envs/pytorch-env/lib/site-packages/torch/include\pybind11/pybind11.h(78): here
            instantiation of "pybind11::cpp_function::cpp_function(Func &&, const Extra &...) [with Func=lambda [](pybind11::object)->pybind11::str, Extra=<pybind11::name, pybind11::is_method>, <unnamed>=void]"
C:/Users/fw/anaconda3/envs/pytorch-env/lib/site-packages/torch/include\pybind11/pybind11.h(1591): here

C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\pybind11\detail/common.h(571): warning: invalid narrowing conversion from "__nv_bool" to "unsigned long long"
          detected during:
            instantiation of "pybind11::size_t pybind11::detail::constexpr_sum(T, Ts...) [with T=__nv_bool, Ts=<>]"
(571): here
            instantiation of "pybind11::size_t pybind11::detail::constexpr_sum(T, Ts...) [with T=__nv_bool, Ts=<__nv_bool>]"
C:/Users/fw/anaconda3/envs/pytorch-env/lib/site-packages/torch/include\pybind11/pybind11.h(157): here
            instantiation of "void pybind11::cpp_function::initialize(Func &&, Return (*)(Args...), const Extra &...) [with Func=lambda [](pybind11::object)->pybind11::str, Return=pybind11::str, Args=<pybind11::object>, Extra=<pybind11::name, pybind11::is_method>]"
C:/Users/fw/anaconda3/envs/pytorch-env/lib/site-packages/torch/include\pybind11/pybind11.h(78): here
            instantiation of "pybind11::cpp_function::cpp_function(Func &&, const Extra &...) [with Func=lambda [](pybind11::object)->pybind11::str, Extra=<pybind11::name, pybind11::is_method>, <unnamed>=void]"
C:/Users/fw/anaconda3/envs/pytorch-env/lib/site-packages/torch/include\pybind11/pybind11.h(1591): here

C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\pybind11\detail/common.h(571): warning: invalid narrowing conversion from "__nv_bool" to "unsigned long long"
          detected during:
            instantiation of "pybind11::size_t pybind11::detail::constexpr_sum(T, Ts...) [with T=__nv_bool, Ts=<__nv_bool, __nv_bool>]"
C:/Users/fw/anaconda3/envs/pytorch-env/lib/site-packages/torch/include\pybind11/pybind11.h(157): here
            instantiation of "void pybind11::cpp_function::initialize(Func &&, Return (*)(Args...), const Extra &...) [with Func=lambda [](pybind11::object, pybind11::object)->__nv_bool, Return=__nv_bool, Args=<pybind11::object, pybind11::object>, Extra=<pybind11::name, pybind11::is_method, pybind11::arg>]"
C:/Users/fw/anaconda3/envs/pytorch-env/lib/site-packages/torch/include\pybind11/pybind11.h(78): here
            instantiation of "pybind11::cpp_function::cpp_function(Func &&, const Extra &...) [with Func=lambda [](pybind11::object, pybind11::object)->__nv_bool, Extra=<pybind11::name, pybind11::is_method, pybind11::arg>, <unnamed>=void]"
C:/Users/fw/anaconda3/envs/pytorch-env/lib/site-packages/torch/include\pybind11/pybind11.h(1661): here

C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\pybind11\detail/common.h(106): warning C4005: “HAVE_SNPRINTF”: 宏重定义
C:\Users\fw\anaconda3\envs\pytorch-env\include\pyerrors.h(315): note: 参见“HAVE_SNPRINTF”的前一个定义
C:/Users/fw/anaconda3/envs/pytorch-env/lib/site-packages/torch/include\ATen/core/boxing/impl/boxing.h(100): warning: integer conversion resulted in a change of sign

C:/Users/fw/anaconda3/envs/pytorch-env/lib/site-packages/torch/include\ATen/core/op_registration/op_whitelist.h(39): warning: integer conversion resulted in a change of sign

neuron_backward_kernel.cu
[3/3] C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.0\bin\nvcc --use-local-env -Xcompiler /MD -Xcompiler /wd4819 -Xcompiler /wd4251 -Xcompiler /wd4244 -Xcompiler /wd4267 -Xcompiler /wd4275 -Xcompiler /wd4018 -Xcompiler /wd4190 -Xcompiler /EHsc -Xcudafe --diag_suppress=base_class_has_different_dll_interface -Xcudafe --diag_suppress=field_without_dll_interface -Xcudafe --diag_suppress=dll_interface_conflict_none_assumed -Xcudafe --diag_suppress=dll_interface_conflict_dllexport_assumed -DWITH_CUDA -IC:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include -IC:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\torch\csrc\api\include -IC:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\TH -IC:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\THC "-IC:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.0\include" -IC:\Users\fw\anaconda3\envs\pytorch-env\include -IC:\Users\fw\anaconda3\envs\pytorch-env\include "-IC:\Program Files (x86)\Microsoft Visual Studio\2019\BuildTools\VC\Tools\MSVC\14.28.29333\include" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.18362.0\ucrt" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.18362.0\shared" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.18362.0\um" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.18362.0\winrt" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.18362.0\cppwinrt" -c C:\Users\fw\Desktop\代码\spikingjelly\spikingjelly\cext\csrc\neuron\neuron_forward_kernel.cu -o C:\Users\fw\Desktop\代码\spikingjelly\build\temp.win-amd64-3.8\Release\Users\fw\Desktop\代码\spikingjelly\spikingjelly\cext\csrc\neuron\neuron_forward_kernel.obj -D__CUDA_NO_HALF_OPERATORS__ -D__CUDA_NO_HALF_CONVERSIONS__ -D__CUDA_NO_HALF2_OPERATORS__ --expt-relaxed-constexpr -use_fast_math -DTORCH_API_INCLUDE_EXTENSION_H -DTORCH_EXTENSION_NAME=_C_neuron -D_GLIBCXX_USE_CXX11_ABI=0 -gencode=arch=compute_61,code=sm_61
C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\pybind11\detail/common.h(106): warning C4005: “HAVE_SNPRINTF”: 宏重定义
C:\Users\fw\anaconda3\envs\pytorch-env\include\pyerrors.h(315): note: 参见“HAVE_SNPRINTF”的前一个定义
C:/Users/fw/anaconda3/envs/pytorch-env/lib/site-packages/torch/include\ATen/core/boxing/impl/boxing.h(100): warning: integer conversion resulted in a change of sign

C:/Users/fw/anaconda3/envs/pytorch-env/lib/site-packages/torch/include\ATen/core/op_registration/op_whitelist.h(39): warning: integer conversion resulted in a change of sign

C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\pybind11\detail/common.h(571): warning: invalid narrowing conversion from "__nv_bool" to "unsigned long long"
          detected during:
            instantiation of "pybind11::size_t pybind11::detail::constexpr_sum(T, Ts...) [with T=__nv_bool, Ts=<__nv_bool>]"
C:/Users/fw/anaconda3/envs/pytorch-env/lib/site-packages/torch/include\pybind11/pybind11.h(157): here
            instantiation of "void pybind11::cpp_function::initialize(Func &&, Return (*)(Args...), const Extra &...) [with Func=lambda [](pybind11::object)->pybind11::str, Return=pybind11::str, Args=<pybind11::object>, Extra=<pybind11::name, pybind11::is_method>]"
C:/Users/fw/anaconda3/envs/pytorch-env/lib/site-packages/torch/include\pybind11/pybind11.h(78): here
            instantiation of "pybind11::cpp_function::cpp_function(Func &&, const Extra &...) [with Func=lambda [](pybind11::object)->pybind11::str, Extra=<pybind11::name, pybind11::is_method>, <unnamed>=void]"
C:/Users/fw/anaconda3/envs/pytorch-env/lib/site-packages/torch/include\pybind11/pybind11.h(1591): here

C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\pybind11\detail/common.h(571): warning: invalid narrowing conversion from "__nv_bool" to "unsigned long long"
          detected during:
            instantiation of "pybind11::size_t pybind11::detail::constexpr_sum(T, Ts...) [with T=__nv_bool, Ts=<>]"
(571): here
            instantiation of "pybind11::size_t pybind11::detail::constexpr_sum(T, Ts...) [with T=__nv_bool, Ts=<__nv_bool>]"
C:/Users/fw/anaconda3/envs/pytorch-env/lib/site-packages/torch/include\pybind11/pybind11.h(157): here
            instantiation of "void pybind11::cpp_function::initialize(Func &&, Return (*)(Args...), const Extra &...) [with Func=lambda [](pybind11::object)->pybind11::str, Return=pybind11::str, Args=<pybind11::object>, Extra=<pybind11::name, pybind11::is_method>]"
C:/Users/fw/anaconda3/envs/pytorch-env/lib/site-packages/torch/include\pybind11/pybind11.h(78): here
            instantiation of "pybind11::cpp_function::cpp_function(Func &&, const Extra &...) [with Func=lambda [](pybind11::object)->pybind11::str, Extra=<pybind11::name, pybind11::is_method>, <unnamed>=void]"
C:/Users/fw/anaconda3/envs/pytorch-env/lib/site-packages/torch/include\pybind11/pybind11.h(1591): here

C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\pybind11\detail/common.h(571): warning: invalid narrowing conversion from "__nv_bool" to "unsigned long long"
          detected during:
            instantiation of "pybind11::size_t pybind11::detail::constexpr_sum(T, Ts...) [with T=__nv_bool, Ts=<__nv_bool, __nv_bool>]"
C:/Users/fw/anaconda3/envs/pytorch-env/lib/site-packages/torch/include\pybind11/pybind11.h(157): here
            instantiation of "void pybind11::cpp_function::initialize(Func &&, Return (*)(Args...), const Extra &...) [with Func=lambda [](pybind11::object, pybind11::object)->__nv_bool, Return=__nv_bool, Args=<pybind11::object, pybind11::object>, Extra=<pybind11::name, pybind11::is_method, pybind11::arg>]"
C:/Users/fw/anaconda3/envs/pytorch-env/lib/site-packages/torch/include\pybind11/pybind11.h(78): here
            instantiation of "pybind11::cpp_function::cpp_function(Func &&, const Extra &...) [with Func=lambda [](pybind11::object, pybind11::object)->__nv_bool, Extra=<pybind11::name, pybind11::is_method, pybind11::arg>, <unnamed>=void]"
C:/Users/fw/anaconda3/envs/pytorch-env/lib/site-packages/torch/include\pybind11/pybind11.h(1661): here

C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\include\pybind11\detail/common.h(106): warning C4005: “HAVE_SNPRINTF”: 宏重定义
C:\Users\fw\anaconda3\envs\pytorch-env\include\pyerrors.h(315): note: 参见“HAVE_SNPRINTF”的前一个定义
C:/Users/fw/anaconda3/envs/pytorch-env/lib/site-packages/torch/include\ATen/core/boxing/impl/boxing.h(100): warning: integer conversion resulted in a change of sign

C:/Users/fw/anaconda3/envs/pytorch-env/lib/site-packages/torch/include\ATen/core/op_registration/op_whitelist.h(39): warning: integer conversion resulted in a change of sign

neuron_forward_kernel.cu
C:\Program Files (x86)\Microsoft Visual Studio\2019\BuildTools\VC\Tools\MSVC\14.28.29333\bin\HostX86\x64\link.exe /nologo /INCREMENTAL:NO /LTCG /DLL /MANIFEST:EMBED,ID=2 /MANIFESTUAC:NO /LIBPATH:C:\Users\fw\anaconda3\envs\pytorch-env\lib\site-packages\torch\lib "/LIBPATH:C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.0\lib/x64" /LIBPATH:C:\Users\fw\anaconda3\envs\pytorch-env\libs /LIBPATH:C:\Users\fw\anaconda3\envs\pytorch-env\PCbuild\amd64 "/LIBPATH:C:\Program Files (x86)\Microsoft Visual Studio\2019\BuildTools\VC\Tools\MSVC\14.28.29333\lib\x64" "/LIBPATH:C:\Program Files (x86)\Windows Kits\10\lib\10.0.18362.0\ucrt\x64" "/LIBPATH:C:\Program Files (x86)\Windows Kits\10\lib\10.0.18362.0\um\x64" c10.lib torch.lib torch_cpu.lib torch_python.lib cudart.lib c10_cuda.lib torch_cuda.lib /EXPORT:PyInit__C_neuron C:\Users\fw\Desktop\代码\spikingjelly\build\temp.win-amd64-3.8\Release\Users\fw\Desktop\代码\spikingjelly\spikingjelly\cext\csrc\neuron\neuron.obj C:\Users\fw\Desktop\代码\spikingjelly\build\temp.win-amd64-3.8\Release\Users\fw\Desktop\代码\spikingjelly\spikingjelly\cext\csrc\neuron\neuron_backward_kernel.obj C:\Users\fw\Desktop\代码\spikingjelly\build\temp.win-amd64-3.8\Release\Users\fw\Desktop\代码\spikingjelly\spikingjelly\cext\csrc\neuron\neuron_forward_kernel.obj /OUT:build\lib.win-amd64-3.8\_C_neuron.cp38-win_amd64.pyd /IMPLIB:C:\Users\fw\Desktop\代码\spikingjelly\build\temp.win-amd64-3.8\Release\Users\fw\Desktop\代码\spikingjelly\spikingjelly\cext\csrc\neuron\_C_neuron.cp38-win_amd64.lib
  正在创建库 C:\Users\fw\Desktop\代码\spikingjelly\build\temp.win-amd64-3.8\Release\Users\fw\Desktop\代码\spikingjelly\spikingjelly\cext\csrc\neuron\_C_neuron.cp38-win_amd64.lib 和对象 C:\Users\fw\Desktop\代码\spikingjelly\build\temp.win-amd64-3.8\Release\Users\fw\Desktop\代码\spikingjelly\spikingjelly\cext\csrc\neuron\_C_neuron.cp38-win_amd64.exp
正在生成代码
已完成代码的生成
copying build\lib.win-amd64-3.8\_C_neuron.cp38-win_amd64.pyd ->
Creating c:\users\fw\anaconda3\envs\pytorch-env\lib\site-packages\spikingjelly.egg-link (link to .)
spikingjelly 0.0.0.0.4 is already the active version in easy-install.pth

Installed c:\users\fw\desktop\代码\spikingjelly
Processing dependencies for spikingjelly==0.0.0.0.4
Searching for scipy==1.6.0
Best match: scipy 1.6.0
Processing scipy-1.6.0-py3.8-win-amd64.egg
scipy 1.6.0 is already the active version in easy-install.pth

Using c:\users\fw\anaconda3\envs\pytorch-env\lib\site-packages\scipy-1.6.0-py3.8-win-amd64.egg
Searching for torchvision==0.8.2
Best match: torchvision 0.8.2
Adding torchvision 0.8.2 to easy-install.pth file

Using c:\users\fw\anaconda3\envs\pytorch-env\lib\site-packages
Searching for tqdm==4.55.1
Best match: tqdm 4.55.1
Processing tqdm-4.55.1-py3.8.egg
tqdm 4.55.1 is already the active version in easy-install.pth
Installing tqdm-script.py script to C:\Users\fw\anaconda3\envs\pytorch-env\Scripts
Installing tqdm.exe script to C:\Users\fw\anaconda3\envs\pytorch-env\Scripts

Using c:\users\fw\anaconda3\envs\pytorch-env\lib\site-packages\tqdm-4.55.1-py3.8.egg
Searching for numpy==1.19.2
Best match: numpy 1.19.2
Adding numpy 1.19.2 to easy-install.pth file
Installing f2py-script.py script to C:\Users\fw\anaconda3\envs\pytorch-env\Scripts
Installing f2py.exe script to C:\Users\fw\anaconda3\envs\pytorch-env\Scripts

Using c:\users\fw\anaconda3\envs\pytorch-env\lib\site-packages
Searching for matplotlib==3.4.1
Best match: matplotlib 3.4.1
Adding matplotlib 3.4.1 to easy-install.pth file

Using c:\users\fw\anaconda3\envs\pytorch-env\lib\site-packages
Searching for torch==1.7.1
Best match: torch 1.7.1
Adding torch 1.7.1 to easy-install.pth file
Installing convert-caffe2-to-onnx-script.py script to C:\Users\fw\anaconda3\envs\pytorch-env\Scripts
Installing convert-caffe2-to-onnx.exe script to C:\Users\fw\anaconda3\envs\pytorch-env\Scripts
Installing convert-onnx-to-caffe2-script.py script to C:\Users\fw\anaconda3\envs\pytorch-env\Scripts
Installing convert-onnx-to-caffe2.exe script to C:\Users\fw\anaconda3\envs\pytorch-env\Scripts

Using c:\users\fw\anaconda3\envs\pytorch-env\lib\site-packages
Searching for Pillow==8.0.1
Best match: Pillow 8.0.1
Adding Pillow 8.0.1 to easy-install.pth file

Using c:\users\fw\anaconda3\envs\pytorch-env\lib\site-packages
Searching for kiwisolver==1.3.1
Best match: kiwisolver 1.3.1
Processing kiwisolver-1.3.1-py3.8-win-amd64.egg
kiwisolver 1.3.1 is already the active version in easy-install.pth

Using c:\users\fw\anaconda3\envs\pytorch-env\lib\site-packages\kiwisolver-1.3.1-py3.8-win-amd64.egg
Searching for cycler==0.10.0
Best match: cycler 0.10.0
Processing cycler-0.10.0-py3.8.egg
cycler 0.10.0 is already the active version in easy-install.pth

Using c:\users\fw\anaconda3\envs\pytorch-env\lib\site-packages\cycler-0.10.0-py3.8.egg
Searching for python-dateutil==2.8.1
Best match: python-dateutil 2.8.1
Processing python_dateutil-2.8.1-py3.8.egg
python-dateutil 2.8.1 is already the active version in easy-install.pth

Using c:\users\fw\anaconda3\envs\pytorch-env\lib\site-packages\python_dateutil-2.8.1-py3.8.egg
Searching for pyparsing==3.0.0b2
Best match: pyparsing 3.0.0b2
Processing pyparsing-3.0.0b2-py3.8.egg
pyparsing 3.0.0b2 is already the active version in easy-install.pth

Using c:\users\fw\anaconda3\envs\pytorch-env\lib\site-packages\pyparsing-3.0.0b2-py3.8.egg
Searching for typing-extensions==3.7.4.3
Best match: typing-extensions 3.7.4.3
Adding typing-extensions 3.7.4.3 to easy-install.pth file

Using c:\users\fw\anaconda3\envs\pytorch-env\lib\site-packages
Searching for six==1.15.0
Best match: six 1.15.0
Adding six 1.15.0 to easy-install.pth file

Using c:\users\fw\anaconda3\envs\pytorch-env\lib\site-packages
Finished processing dependencies for spikingjelly==0.0.0.0.4
xuebin-sz commented 3 years ago

前面的问题都没了，但是。。 Allowing ninja to set a default number of workers... (overridable by setting the environment variable MAX_JOBS=N) 1.10.2 C:\Program Files (x86)\Microsoft Visual Studio\2019\Community\VC\Tools\MSVC\14.27.29110\bin\HostX86\x64\link.exe /nologo /INCREMENTAL:NO /LTCG /DLL /MANIFEST:EMBED,ID=2 /MANIFESTUAC:NO /L IBPATH:D:\Anaconda\envs\pytorch_gpu\lib\site-packages\torch\lib /LIBPATH:D:\Anaconda\envs\pytorch_gpu\conda-meta\lib/x64 /LIBPATH:D:\Anaconda\envs\pytorch_gpu\libs /LIBPATH:D:\Anaconda\en vs\pytorch_gpu\PCbuild\amd64 "/LIBPATH:C:\Program Files (x86)\Microsoft Visual Studio\2019\Community\VC\Tools\MSVC\14.27.29110\ATLMFC\lib\x64" "/LIBPATH:C:\Program Files (x86)\Microsoft V isual Studio\2019\Community\VC\Tools\MSVC\14.27.29110\lib\x64" "/LIBPATH:C:\Program Files (x86)\Windows Kits\NETFXSDK\4.8\lib\um\x64" "/LIBPATH:C:\Program Files (x86)\Windows Kits\10\lib\ 10.0.18362.0\ucrt\x64" "/LIBPATH:C:\Program Files (x86)\Windows Kits\10\lib\10.0.18362.0\um\x64" c10.lib torch.lib torch_cpu.lib torch_python.lib cudart.lib c10_cuda.lib torch_cuda.lib /E XPORT:PyInit__C_neuron C:\Users\12145\spikingjelly\build\temp.win-amd64-3.7\Release\Users\12145\spikingjelly\spikingjelly\cext\csrc\neuron\neuron.obj C:\Users\12145\spikingjelly\build\tem p.win-amd64-3.7\Release\Users\12145\spikingjelly\spikingjelly\cext\csrc\neuron\neuron_backward_kernel.obj C:\Users\12145\spikingjelly\build\temp.win-amd64-3.7\Release\Users\12145\spikingj elly\spikingjelly\cext\csrc\neuron\neuron_forward_kernel.obj /OUT:build\lib.win-amd64-3.7_C_neuron.cp37-win_amd64.pyd /IMPLIB:C:\Users\12145\spikingjelly\build\temp.win-amd64-3.7\Release \Users\12145\spikingjelly\spikingjelly\cext\csrc\neuron_C_neuron.cp37-win_amd64.lib

LINK : fatal error LNK1181: 无法打开输入文件“cudart.lib” error: command 'C:\Program Files (x86)\Microsoft Visual Studio\2019\Community\VC\Tools\MSVC\14.27.29110\bin\HostX86\x64\link.exe' failed with exit status 1181

fangwei123456 commented 3 years ago

如果暂时不用框架本身CUDA扩展，可以把setup.py换成下面这个： https://github.com/fangwei123456/spikingjelly/blob/c61ee0611899c32d59f32b15a9ea07a1516d9fa0/setup.py

pytorch的cuda不受影响

xuebin-sz commented 3 years ago

如果暂时不用框架本身CUDA扩展，可以把setup.py换成下面这个： https://github.com/fangwei123456/spikingjelly/blob/c61ee0611899c32d59f32b15a9ea07a1516d9fa0/setup.py

pytorch的cuda不受影响

生成了三个文件：bulid，dist，spikingjelly.egg-info，之后怎么处理呢

fangwei123456 commented 3 years ago

仍然是运行 python setup.py install 运行成功后就会已经安装

fangwei123456 commented 3 years ago

在CUDA10.2的文档 https://docs.nvidia.com/cuda/archive/10.2/cuda-installation-guide-microsoft-windows/index.html 中，写了CUDA版本和MSVC编译器的版本对应关系。你可以试一下安装CUDA11和最新版的MSVC，看能否解决CUDA扩展编译的问题

xuebin-sz commented 3 years ago

在CUDA10.2的文档 https://docs.nvidia.com/cuda/archive/10.2/cuda-installation-guide-microsoft-windows/index.html 中，写了CUDA版本和MSVC编译器的版本对应关系。你可以试一下安装CUDA11和最新版的MSVC，看能否解决CUDA扩展编译的问题

好的好的，感谢作者

fangwei123456 commented 3 years ago

@xuebin-sz 尝试一下从pypi安装最新版。最新版的安装不需要编译cuda了，cuda代码通过cupy实现，首次运行时才会编译

xuebin-sz commented 3 years ago

感谢！  

------------------ 原始邮件 ------------------ 发件人: "fangwei123456/spikingjelly" @.>; 发送时间: 2021年7月3日(星期六) 中午1:40 @.>; @.**@.>; 主题: Re: [fangwei123456/spikingjelly] spikingjelly（gpu版）安装问题 (#73)

@xuebin-sz 尝试一下从pypi安装最新版。最新版的安装不需要编译cuda了，cuda代码通过cupy实现，首次运行时才会编译

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