module 's2cnn.ops.gpu.lib_cufft' has no attribute 'destroy'

[zhixuanli]

This problem has been asked in issue 3, but I can't fix it.
After adding , encoding='utf-8', now the open() function in setup.py is like this:
long_description=open(os.path.join(os.path.dirname(__file__), "README.md"), encoding='utf-8').read(),

Then after runing python setup.py install, the encoding issue :
UnicodeDecodeError: 'ascii' codec can't decode byte 0xc3 in position 1264: ordinal not in range(128)
is gone.
But when I want to run the example of shrec17, the following problem still remains:
module 's2cnn.ops.gpu.lib_cufft' has no attribute 'destroy'

I think may be the real problem occurs in the version of CUDA or pytorch.
Here's my system environment:

• Python 3.6
• CUDA 9.1.85
• pytorch 0.4.0

Can you help me?
Thanks a lot!

[zhixuanli]

I have made a clean install and here's the output:

running install
running bdist_egg
running egg_info
creating s2cnn.egg-info
writing s2cnn.egg-info/PKG-INFO
writing dependency_links to s2cnn.egg-info/dependency_links.txt
writing requirements to s2cnn.egg-info/requires.txt
writing top-level names to s2cnn.egg-info/top_level.txt
writing manifest file 's2cnn.egg-info/SOURCES.txt'
reading manifest file 's2cnn.egg-info/SOURCES.txt'
writing manifest file 's2cnn.egg-info/SOURCES.txt'
installing library code to build/bdist.linux-x86_64/egg
running install_lib
running build_py
creating build
creating build/lib.linux-x86_64-3.6
creating build/lib.linux-x86_64-3.6/s2cnn
copying s2cnn/init.py -> build/lib.linux-x86_64-3.6/s2cnn
creating build/lib.linux-x86_64-3.6/s2cnn/nn
copying s2cnn/nn/init.py -> build/lib.linux-x86_64-3.6/s2cnn/nn
creating build/lib.linux-x86_64-3.6/s2cnn/ops
copying s2cnn/ops/init.py -> build/lib.linux-x86_64-3.6/s2cnn/ops
copying s2cnn/ops/s2_localft.py -> build/lib.linux-x86_64-3.6/s2cnn/ops
copying s2cnn/ops/so3_localft.py -> build/lib.linux-x86_64-3.6/s2cnn/ops
creating build/lib.linux-x86_64-3.6/s2cnn/utils
copying s2cnn/utils/init.py -> build/lib.linux-x86_64-3.6/s2cnn/utils
copying s2cnn/utils/complex_utils.py -> build/lib.linux-x86_64-3.6/s2cnn/utils
copying s2cnn/utils/cuda_utils.py -> build/lib.linux-x86_64-3.6/s2cnn/utils
creating build/lib.linux-x86_64-3.6/s2cnn/nn/soft
copying s2cnn/nn/soft/init.py -> build/lib.linux-x86_64-3.6/s2cnn/nn/soft
copying s2cnn/nn/soft/s2_conv.py -> build/lib.linux-x86_64-3.6/s2cnn/nn/soft
copying s2cnn/nn/soft/so3_conv.py -> build/lib.linux-x86_64-3.6/s2cnn/nn/soft
copying s2cnn/nn/soft/so3_integrate.py -> build/lib.linux-x86_64-3.6/s2cnn/nn/soft
copying s2cnn/nn/soft/so3_rotation.py -> build/lib.linux-x86_64-3.6/s2cnn/nn/soft
creating build/lib.linux-x86_64-3.6/s2cnn/nn/soft/gpu
copying s2cnn/nn/soft/gpu/init.py -> build/lib.linux-x86_64-3.6/s2cnn/nn/soft/gpu
copying s2cnn/nn/soft/gpu/s2_fft.py -> build/lib.linux-x86_64-3.6/s2cnn/nn/soft/gpu
copying s2cnn/nn/soft/gpu/so3_fft.py -> build/lib.linux-x86_64-3.6/s2cnn/nn/soft/gpu
creating build/lib.linux-x86_64-3.6/s2cnn/ops/gpu
copying s2cnn/ops/gpu/init.py -> build/lib.linux-x86_64-3.6/s2cnn/ops/gpu
copying s2cnn/ops/gpu/s2_mm.py -> build/lib.linux-x86_64-3.6/s2cnn/ops/gpu
copying s2cnn/ops/gpu/so3_mm.py -> build/lib.linux-x86_64-3.6/s2cnn/ops/gpu
copying s2cnn/ops/gpu/torchcufft.py -> build/lib.linux-x86_64-3.6/s2cnn/ops/gpu
running build_ext
generating cffi module 'build/temp.linux-x86_64-3.6/s2cnn.ops.gpu.lib_cufft._lib_cufft.c'
creating build/temp.linux-x86_64-3.6
building 's2cnn.ops.gpu.lib_cufft._lib_cufft' extension
creating build/temp.linux-x86_64-3.6/build
creating build/temp.linux-x86_64-3.6/build/temp.linux-x86_64-3.6
creating build/temp.linux-x86_64-3.6/home
creating build/temp.linux-x86_64-3.6/home/mlg
creating build/temp.linux-x86_64-3.6/home/mlg/try
creating build/temp.linux-x86_64-3.6/home/mlg/try/s2cnn
creating build/temp.linux-x86_64-3.6/home/mlg/try/s2cnn/s2cnn
creating build/temp.linux-x86_64-3.6/home/mlg/try/s2cnn/s2cnn/ops
creating build/temp.linux-x86_64-3.6/home/mlg/try/s2cnn/s2cnn/ops/gpu
gcc -pthread -B /home/mlg/anaconda3/envs/pytorch/compiler_compat -Wl,--sysroot=/ -Wsign-compare -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -fPIC -DWITH_CUDA -I/home/mlg/anaconda3/envs/pytorch/lib/python3.6/site-packages/torch/utils/ffi/../../lib/include -I/home/mlg/anaconda3/envs/pytorch/lib/python3.6/site-packages/torch/utils/ffi/../../lib/include/TH -I/home/mlg/anaconda3/envs/pytorch/lib/python3.6/site-packages/torch/utils/ffi/../../lib/include/THC -I/usr/local/cuda/include -I/home/mlg/anaconda3/envs/pytorch/include/python3.6m -c build/temp.linux-x86_64-3.6/s2cnn.ops.gpu.lib_cufft._lib_cufft.c -o build/temp.linux-x86_64-3.6/build/temp.linux-x86_64-3.6/s2cnn.ops.gpu.lib_cufft._lib_cufft.o
gcc -pthread -B /home/mlg/anaconda3/envs/pytorch/compiler_compat -Wl,--sysroot=/ -Wsign-compare -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -fPIC -DWITH_CUDA -I/home/mlg/anaconda3/envs/pytorch/lib/python3.6/site-packages/torch/utils/ffi/../../lib/include -I/home/mlg/anaconda3/envs/pytorch/lib/python3.6/site-packages/torch/utils/ffi/../../lib/include/TH -I/home/mlg/anaconda3/envs/pytorch/lib/python3.6/site-packages/torch/utils/ffi/../../lib/include/THC -I/usr/local/cuda/include -I/home/mlg/anaconda3/envs/pytorch/include/python3.6m -c /home/mlg/try/s2cnn/s2cnn/ops/gpu/plan_cufft.c -o build/temp.linux-x86_64-3.6/home/mlg/try/s2cnn/s2cnn/ops/gpu/plan_cufft.o
creating build/lib.linux-x86_64-3.6/s2cnn/ops/gpu/lib_cufft
gcc -pthread -shared -B /home/mlg/anaconda3/envs/pytorch/compiler_compat -L/home/mlg/anaconda3/envs/pytorch/lib -Wl,-rpath=/home/mlg/anaconda3/envs/pytorch/lib -Wl,--no-as-needed -Wl,--sysroot=/ build/temp.linux-x86_64-3.6/build/temp.linux-x86_64-3.6/s2cnn.ops.gpu.lib_cufft._lib_cufft.o build/temp.linux-x86_64-3.6/home/mlg/try/s2cnn/s2cnn/ops/gpu/plan_cufft.o -lcufft -o build/lib.linux-x86_64-3.6/s2cnn/ops/gpu/lib_cufft/_lib_cufft.abi3.so
creating build/bdist.linux-x86_64
creating build/bdist.linux-x86_64/egg
creating build/bdist.linux-x86_64/egg/s2cnn
copying build/lib.linux-x86_64-3.6/s2cnn/init.py -> build/bdist.linux-x86_64/egg/s2cnn
creating build/bdist.linux-x86_64/egg/s2cnn/nn
copying build/lib.linux-x86_64-3.6/s2cnn/nn/init.py -> build/bdist.linux-x86_64/egg/s2cnn/nn
creating build/bdist.linux-x86_64/egg/s2cnn/nn/soft
copying build/lib.linux-x86_64-3.6/s2cnn/nn/soft/init.py -> build/bdist.linux-x86_64/egg/s2cnn/nn/soft
copying build/lib.linux-x86_64-3.6/s2cnn/nn/soft/s2_conv.py -> build/bdist.linux-x86_64/egg/s2cnn/nn/soft
copying build/lib.linux-x86_64-3.6/s2cnn/nn/soft/so3_conv.py -> build/bdist.linux-x86_64/egg/s2cnn/nn/soft
copying build/lib.linux-x86_64-3.6/s2cnn/nn/soft/so3_integrate.py -> build/bdist.linux-x86_64/egg/s2cnn/nn/soft
copying build/lib.linux-x86_64-3.6/s2cnn/nn/soft/so3_rotation.py -> build/bdist.linux-x86_64/egg/s2cnn/nn/soft
creating build/bdist.linux-x86_64/egg/s2cnn/nn/soft/gpu
copying build/lib.linux-x86_64-3.6/s2cnn/nn/soft/gpu/init.py -> build/bdist.linux-x86_64/egg/s2cnn/nn/soft/gpu
copying build/lib.linux-x86_64-3.6/s2cnn/nn/soft/gpu/s2_fft.py -> build/bdist.linux-x86_64/egg/s2cnn/nn/soft/gpu
copying build/lib.linux-x86_64-3.6/s2cnn/nn/soft/gpu/so3_fft.py -> build/bdist.linux-x86_64/egg/s2cnn/nn/soft/gpu
creating build/bdist.linux-x86_64/egg/s2cnn/ops
copying build/lib.linux-x86_64-3.6/s2cnn/ops/init.py -> build/bdist.linux-x86_64/egg/s2cnn/ops
copying build/lib.linux-x86_64-3.6/s2cnn/ops/s2_localft.py -> build/bdist.linux-x86_64/egg/s2cnn/ops
copying build/lib.linux-x86_64-3.6/s2cnn/ops/so3_localft.py -> build/bdist.linux-x86_64/egg/s2cnn/ops
creating build/bdist.linux-x86_64/egg/s2cnn/ops/gpu
copying build/lib.linux-x86_64-3.6/s2cnn/ops/gpu/init.py -> build/bdist.linux-x86_64/egg/s2cnn/ops/gpu
copying build/lib.linux-x86_64-3.6/s2cnn/ops/gpu/s2_mm.py -> build/bdist.linux-x86_64/egg/s2cnn/ops/gpu
copying build/lib.linux-x86_64-3.6/s2cnn/ops/gpu/so3_mm.py -> build/bdist.linux-x86_64/egg/s2cnn/ops/gpu
copying build/lib.linux-x86_64-3.6/s2cnn/ops/gpu/torchcufft.py -> build/bdist.linux-x86_64/egg/s2cnn/ops/gpu
creating build/bdist.linux-x86_64/egg/s2cnn/ops/gpu/lib_cufft
copying build/lib.linux-x86_64-3.6/s2cnn/ops/gpu/lib_cufft/_lib_cufft.abi3.so -> build/bdist.linux-x86_64/egg/s2cnn/ops/gpu/lib_cufft
creating build/bdist.linux-x86_64/egg/s2cnn/utils
copying build/lib.linux-x86_64-3.6/s2cnn/utils/init.py -> build/bdist.linux-x86_64/egg/s2cnn/utils
copying build/lib.linux-x86_64-3.6/s2cnn/utils/complex_utils.py -> build/bdist.linux-x86_64/egg/s2cnn/utils
copying build/lib.linux-x86_64-3.6/s2cnn/utils/cuda_utils.py -> build/bdist.linux-x86_64/egg/s2cnn/utils
byte-compiling build/bdist.linux-x86_64/egg/s2cnn/init.py to init.cpython-36.pyc
byte-compiling build/bdist.linux-x86_64/egg/s2cnn/nn/init.py to init.cpython-36.pyc
byte-compiling build/bdist.linux-x86_64/egg/s2cnn/nn/soft/init.py to init.cpython-36.pyc
byte-compiling build/bdist.linux-x86_64/egg/s2cnn/nn/soft/s2_conv.py to s2_conv.cpython-36.pyc
byte-compiling build/bdist.linux-x86_64/egg/s2cnn/nn/soft/so3_conv.py to so3_conv.cpython-36.pyc
byte-compiling build/bdist.linux-x86_64/egg/s2cnn/nn/soft/so3_integrate.py to so3_integrate.cpython-36.pyc
byte-compiling build/bdist.linux-x86_64/egg/s2cnn/nn/soft/so3_rotation.py to so3_rotation.cpython-36.pyc
byte-compiling build/bdist.linux-x86_64/egg/s2cnn/nn/soft/gpu/init.py to init.cpython-36.pyc
byte-compiling build/bdist.linux-x86_64/egg/s2cnn/nn/soft/gpu/s2_fft.py to s2_fft.cpython-36.pyc
byte-compiling build/bdist.linux-x86_64/egg/s2cnn/nn/soft/gpu/so3_fft.py to so3_fft.cpython-36.pyc
byte-compiling build/bdist.linux-x86_64/egg/s2cnn/ops/init.py to init.cpython-36.pyc
byte-compiling build/bdist.linux-x86_64/egg/s2cnn/ops/s2_localft.py to s2_localft.cpython-36.pyc
byte-compiling build/bdist.linux-x86_64/egg/s2cnn/ops/so3_localft.py to so3_localft.cpython-36.pyc
byte-compiling build/bdist.linux-x86_64/egg/s2cnn/ops/gpu/init.py to init.cpython-36.pyc
byte-compiling build/bdist.linux-x86_64/egg/s2cnn/ops/gpu/s2_mm.py to s2_mm.cpython-36.pyc
byte-compiling build/bdist.linux-x86_64/egg/s2cnn/ops/gpu/so3_mm.py to so3_mm.cpython-36.pyc
byte-compiling build/bdist.linux-x86_64/egg/s2cnn/ops/gpu/torchcufft.py to torchcufft.cpython-36.pyc
byte-compiling build/bdist.linux-x86_64/egg/s2cnn/utils/init.py to init.cpython-36.pyc
byte-compiling build/bdist.linux-x86_64/egg/s2cnn/utils/complex_utils.py to complex_utils.cpython-36.pyc
byte-compiling build/bdist.linux-x86_64/egg/s2cnn/utils/cuda_utils.py to cuda_utils.cpython-36.pyc
creating stub loader for s2cnn/ops/gpu/lib_cufft/_lib_cufft.abi3.so
byte-compiling build/bdist.linux-x86_64/egg/s2cnn/ops/gpu/lib_cufft/_lib_cufft.py to _lib_cufft.cpython-36.pyc
creating build/bdist.linux-x86_64/egg/EGG-INFO
copying s2cnn.egg-info/PKG-INFO -> build/bdist.linux-x86_64/egg/EGG-INFO
copying s2cnn.egg-info/SOURCES.txt -> build/bdist.linux-x86_64/egg/EGG-INFO
copying s2cnn.egg-info/dependency_links.txt -> build/bdist.linux-x86_64/egg/EGG-INFO
copying s2cnn.egg-info/requires.txt -> build/bdist.linux-x86_64/egg/EGG-INFO
copying s2cnn.egg-info/top_level.txt -> build/bdist.linux-x86_64/egg/EGG-INFO
writing build/bdist.linux-x86_64/egg/EGG-INFO/native_libs.txt
zip_safe flag not set; analyzing archive contents...
s2cnn.ops.gpu.lib_cufft.pycache._lib_cufft.cpython-36: module references file
creating dist
creating 'dist/s2cnn-1.0.0-py3.6-linux-x86_64.egg' and adding 'build/bdist.linux-x86_64/egg' to it
removing 'build/bdist.linux-x86_64/egg' (and everything under it)
Processing s2cnn-1.0.0-py3.6-linux-x86_64.egg
removing '/home/mlg/anaconda3/envs/pytorch/lib/python3.6/site-packages/s2cnn-1.0.0-py3.6-linux-x86_64.egg' (and everything under it)
creating /home/mlg/anaconda3/envs/pytorch/lib/python3.6/site-packages/s2cnn-1.0.0-py3.6-linux-x86_64.egg
Extracting s2cnn-1.0.0-py3.6-linux-x86_64.egg to /home/mlg/anaconda3/envs/pytorch/lib/python3.6/site-packages
s2cnn 1.0.0 is already the active version in easy-install.pth

Installed /home/mlg/anaconda3/envs/pytorch/lib/python3.6/site-packages/s2cnn-1.0.0-py3.6-linux-x86_64.egg
Processing dependencies for s2cnn==1.0.0
Searching for cffi==1.11.5
Best match: cffi 1.11.5
Adding cffi 1.11.5 to easy-install.pth file

Using /home/mlg/anaconda3/envs/pytorch/lib/python3.6/site-packages
Searching for pycparser==2.18
Best match: pycparser 2.18
Adding pycparser 2.18 to easy-install.pth file

Using /home/mlg/anaconda3/envs/pytorch/lib/python3.6/site-packages
Finished processing dependencies for s2cnn==1.0.0

Everything seems right :(

[mariogeiger]

I have no clue from where the problem may come.
I added encoding='utf-8' in the setup script.

[zhixuanli]

Can you tell us something about the installation environment, such as the version of pytorch and python and cuda and cudnn. The version of cuda and pytorch may affect a lot.

Thank you!

[mariogeiger]

• Anaconda Python 3.6.4
• pytorch 0.3.1.post2 (installed with conda)
• I think that I installed cuda via conda and it was 8.0 when I compiled the sources but since I updated to 9.0 (I will try to be more precise about that)

[zhixuanli]

Thank you so much!
I'll try it later and tell you the result!

[mariogeiger]

I created a new anaconda environment and I installed everything.
I didn't manage to install cupy with cuda9 so I did all with cuda8.

Create new env:
conda create --name s2cnn_test python=3.6
conda activate s2cnn_test
Compile s2cnn:
conda install pytorch torchvision -c pytorch (version0.4.0-py36_cuda8.0.61_cudnn7.1.2_1)
pip install cupy-cuda80 (version cupy-cuda80-4.0.0)
pip install pynvrtc
python setup.py install
Install lie_learn:
conda install -c anaconda cython
conda install -c anaconda requests
git clone https://github.com/AMLab-Amsterdam/lie_learn.git
python setup.py install
Run the equivariance_error example
conda install -c anaconda scipy
python main.py

[zhixuanli]

I have tried at least 5 times, and the same problem still remains.
Even though I have changed three different ubuntu servers.

May be I'll read all of your codes carefully and rewrite it😂😂😂

[zhixuanli]

I tried to reinstall for may be the sixth time, and it looks good now!

python main.py

main.py:38: UserWarning: volatile was removed and now has no effect. Use with torch.no_grad(): instead.
x = torch.autograd.Variable(torch.randn(1, 12, 128, 128), volatile=True).cuda() # [batch, feature, beta, alpha]
relative error = 0.022134914994239807

But I have no idea why this time it works, everything is all the same to before😔

[zhixuanli]

@antigol
Here's a summarization of how to install the s2cnn: How did I install S2CNN.
I recorded all the problems I encountered in it, and you may have to use the google translation because it's written in Chinese😜