could you please share the requirements.txt or environment.yml

[leonardodora]

I have met some problems with the environment. btw, can cuda11.2 works in faceverse？

[LizhenWangT]

Yes, cuda11.2 also works. The requirements have been listed in the Readme file. I think the main problem is compiling the op provided by StyleGAN2 or installing the pytorch3D. Could you please describe your problem in detail?

[leonardodora]

Yes, cuda11.2 also works. The requirements have been listed in the Readme file. I think the main problem is compiling the op provided by StyleGAN2 or installing the pytorch3D. Could you please describe your problem in detail?

yes, I have met some problems when installing pytorch3d here are my history to installing pytorch3d

then i met many conflicts, I have switched many version of python and never work.

[LizhenWangT]

Maybe you can refer to this Issue.

[leonardodora]

Maybe you can refer to this Issue.

[leonardodora]

here are the log of installing the op. there are many warnings but no error

python setup.py install running install /data/miniconda3/envs/fv/lib/python3.9/site-packages/setuptools/command/install.py:34: SetuptoolsDeprecationWarning: setup.py install is deprecated. Use build and pip and other standards-based tools. warnings.warn( /data/miniconda3/envs/fv/lib/python3.9/site-packages/setuptools/command/easy_install.py:144: EasyInstallDeprecationWarning: easy_install command is deprecated. Use build and pip and other standards-based tools. warnings.warn( running bdist_egg running egg_info writing upfirdn2d.egg-info/PKG-INFO writing dependency_links to upfirdn2d.egg-info/dependency_links.txt writing top-level names to upfirdn2d.egg-info/top_level.txt reading manifest file 'upfirdn2d.egg-info/SOURCES.txt' writing manifest file 'upfirdn2d.egg-info/SOURCES.txt' installing library code to build/bdist.linux-x86_64/egg running install_lib running build_ext /data/miniconda3/envs/fv/lib/python3.9/site-packages/torch/utils/cpp_extension.py:782: UserWarning: The detected CUDA version (11.2) has a minor version mismatch with the version that was used to compile PyTorch (11.3). Most likely this shouldn't be a problem. warnings.warn(CUDA_MISMATCH_WARN.format(cuda_str_version, torch.version.cuda)) building 'upfirdn2d' extension /data/miniconda3/envs/fv/lib/python3.9/site-packages/torch/utils/cpp_extension.py:295: UserWarning:

                           !! WARNING !!

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

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

                          !! WARNING !!

warnings.warn(WRONG_COMPILER_WARNING.format( Emitting ninja build file /cfs/cfs-oom9s50f/users/veckydeng/FaceVerse-main/third_libs/stylegan_ops/build/temp.linux-x86_64-3.9/build.ninja... Compiling objects... Allowing ninja to set a default number of workers... (overridable by setting the environment variable MAX_JOBS=N) ninja: no work to do. g++ -pthread -B /data/miniconda3/envs/fv/compiler_compat -shared -Wl,-rpath,/data/miniconda3/envs/fv/lib -Wl,-rpath-link,/data/miniconda3/envs/fv/lib -L/data/miniconda3/envs/fv/lib -L/data/miniconda3/envs/fv/lib -Wl,-rpath,/data/miniconda3/envs/fv/lib -Wl,-rpath-link,/data/miniconda3/envs/fv/lib -L/data/miniconda3/envs/fv/lib -D_GLIBCXX_USE_CXX11_ABI=1 /cfs/cfs-oom9s50f/users/veckydeng/FaceVerse-main/third_libs/stylegan_ops/build/temp.linux-x86_64-3.9/upfirdn2d.o /cfs/cfs-oom9s50f/users/veckydeng/FaceVerse-main/third_libs/stylegan_ops/build/temp.linux-x86_64-3.9/upfirdn2d_kernel.o -L/data/miniconda3/envs/fv/lib/python3.9/site-packages/torch/lib -L/usr/local/cuda/lib64 -lc10 -ltorch -ltorch_cpu -ltorch_python -lcudart -lc10_cuda -ltorch_cuda_cu -ltorch_cuda_cpp -o build/lib.linux-x86_64-3.9/upfirdn2d.cpython-39-x86_64-linux-gnu.so creating build/bdist.linux-x86_64/egg copying build/lib.linux-x86_64-3.9/fused.cpython-39-x86_64-linux-gnu.so -> build/bdist.linux-x86_64/egg copying build/lib.linux-x86_64-3.9/upfirdn2d.cpython-39-x86_64-linux-gnu.so -> build/bdist.linux-x86_64/egg creating stub loader for upfirdn2d.cpython-39-x86_64-linux-gnu.so byte-compiling build/bdist.linux-x86_64/egg/upfirdn2d.py to upfirdn2d.cpython-39.pyc creating build/bdist.linux-x86_64/egg/EGG-INFO copying upfirdn2d.egg-info/PKG-INFO -> build/bdist.linux-x86_64/egg/EGG-INFO copying upfirdn2d.egg-info/SOURCES.txt -> build/bdist.linux-x86_64/egg/EGG-INFO copying upfirdn2d.egg-info/dependency_links.txt -> build/bdist.linux-x86_64/egg/EGG-INFO copying upfirdn2d.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... pycache.upfirdn2d.cpython-39: module references file creating 'dist/upfirdn2d-0.0.0-py3.9-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 upfirdn2d-0.0.0-py3.9-linux-x86_64.egg removing '/data/miniconda3/envs/fv/lib/python3.9/site-packages/upfirdn2d-0.0.0-py3.9-linux-x86_64.egg' (and everything under it) creating /data/miniconda3/envs/fv/lib/python3.9/site-packages/upfirdn2d-0.0.0-py3.9-linux-x86_64.egg Extracting upfirdn2d-0.0.0-py3.9-linux-x86_64.egg to /data/miniconda3/envs/fv/lib/python3.9/site-packages upfirdn2d 0.0.0 is already the active version in easy-install.pth

Installed /data/miniconda3/envs/fv/lib/python3.9/site-packages/upfirdn2d-0.0.0-py3.9-linux-x86_64.egg Processing dependencies for upfirdn2d==0.0.0 Finished processing dependencies for upfirdn2d==0.0.0 running install /data/miniconda3/envs/fv/lib/python3.9/site-packages/setuptools/command/install.py:34: SetuptoolsDeprecationWarning: setup.py install is deprecated. Use build and pip and other standards-based tools. warnings.warn( /data/miniconda3/envs/fv/lib/python3.9/site-packages/setuptools/command/easy_install.py:144: EasyInstallDeprecationWarning: easy_install command is deprecated. Use build and pip and other standards-based tools. warnings.warn( running bdist_egg running egg_info writing fused.egg-info/PKG-INFO writing dependency_links to fused.egg-info/dependency_links.txt writing top-level names to fused.egg-info/top_level.txt reading manifest file 'fused.egg-info/SOURCES.txt' writing manifest file 'fused.egg-info/SOURCES.txt' installing library code to build/bdist.linux-x86_64/egg running install_lib running build_ext /data/miniconda3/envs/fv/lib/python3.9/site-packages/torch/utils/cpp_extension.py:782: UserWarning: The detected CUDA version (11.2) has a minor version mismatch with the version that was used to compile PyTorch (11.3). Most likely this shouldn't be a problem. warnings.warn(CUDA_MISMATCH_WARN.format(cuda_str_version, torch.version.cuda)) building 'fused' extension /data/miniconda3/envs/fv/lib/python3.9/site-packages/torch/utils/cpp_extension.py:295: UserWarning:

                           !! WARNING !!

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

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

                          !! WARNING !!

warnings.warn(WRONG_COMPILER_WARNING.format( Emitting ninja build file /cfs/cfs-oom9s50f/users/veckydeng/FaceVerse-main/third_libs/stylegan_ops/build/temp.linux-x86_64-3.9/build.ninja... Compiling objects... Allowing ninja to set a default number of workers... (overridable by setting the environment variable MAX_JOBS=N) ninja: no work to do. g++ -pthread -B /data/miniconda3/envs/fv/compiler_compat -shared -Wl,-rpath,/data/miniconda3/envs/fv/lib -Wl,-rpath-link,/data/miniconda3/envs/fv/lib -L/data/miniconda3/envs/fv/lib -L/data/miniconda3/envs/fv/lib -Wl,-rpath,/data/miniconda3/envs/fv/lib -Wl,-rpath-link,/data/miniconda3/envs/fv/lib -L/data/miniconda3/envs/fv/lib -D_GLIBCXX_USE_CXX11_ABI=1 /cfs/cfs-oom9s50f/users/veckydeng/FaceVerse-main/third_libs/stylegan_ops/build/temp.linux-x86_64-3.9/fused_bias_act.o /cfs/cfs-oom9s50f/users/veckydeng/FaceVerse-main/third_libs/stylegan_ops/build/temp.linux-x86_64-3.9/fused_bias_act_kernel.o -L/data/miniconda3/envs/fv/lib/python3.9/site-packages/torch/lib -L/usr/local/cuda/lib64 -lc10 -ltorch -ltorch_cpu -ltorch_python -lcudart -lc10_cuda -ltorch_cuda_cu -ltorch_cuda_cpp -o build/lib.linux-x86_64-3.9/fused.cpython-39-x86_64-linux-gnu.so creating build/bdist.linux-x86_64/egg copying build/lib.linux-x86_64-3.9/upfirdn2d.cpython-39-x86_64-linux-gnu.so -> build/bdist.linux-x86_64/egg copying build/lib.linux-x86_64-3.9/fused.cpython-39-x86_64-linux-gnu.so -> build/bdist.linux-x86_64/egg creating stub loader for fused.cpython-39-x86_64-linux-gnu.so byte-compiling build/bdist.linux-x86_64/egg/fused.py to fused.cpython-39.pyc creating build/bdist.linux-x86_64/egg/EGG-INFO copying fused.egg-info/PKG-INFO -> build/bdist.linux-x86_64/egg/EGG-INFO copying fused.egg-info/SOURCES.txt -> build/bdist.linux-x86_64/egg/EGG-INFO copying fused.egg-info/dependency_links.txt -> build/bdist.linux-x86_64/egg/EGG-INFO copying fused.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... pycache.fused.cpython-39: module references file creating 'dist/fused-0.0.0-py3.9-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 fused-0.0.0-py3.9-linux-x86_64.egg removing '/data/miniconda3/envs/fv/lib/python3.9/site-packages/fused-0.0.0-py3.9-linux-x86_64.egg' (and everything under it) creating /data/miniconda3/envs/fv/lib/python3.9/site-packages/fused-0.0.0-py3.9-linux-x86_64.egg Extracting fused-0.0.0-py3.9-linux-x86_64.egg to /data/miniconda3/envs/fv/lib/python3.9/site-packages fused 0.0.0 is already the active version in easy-install.pth

Installed /data/miniconda3/envs/fv/lib/python3.9/site-packages/fused-0.0.0-py3.9-linux-x86_64.egg Processing dependencies for fused==0.0.0 Finished processing dependencies for fused==0.0.0 (fv) [veckydeng@a3644309-6cd9-4afe-a1d9-5c35ec89a97b /cfs/cfs-oom9s50f/users/veckydeng/FaceVerse-main/third_libs/stylegan_ops]$

[LizhenWangT]

It seems that you didn't use ninja to compile the ops.

[leonardodora]

It seems that you didn't use ninja to compile the ops. ‘ninja: no work to do.’ above beause I have compiled before，so I delete the build files before compile again, then you can see ninja may work like below

maybe I have installed the wrong version of onnx and onnxruntime, could you please share the version of onnx*

[LizhenWangT]

The onnxruntime version is '1.9.0'. The ops is borrowed from StyleGAN2. Maybe you can check the issues of this repository.

[leonardodora]

thanks for your help! I have fixed this error by not installing onnxruntime-gpu. but I got another error:

maybe it's because the version of pytorch(1.10.0) and cuda(mine is 11.2 not 11.3) is mismatch?

[leonardodora]

I have solved this bug. It's just from pytorch1.10.0 installed by conda. And the time consuming per image is 40 minutes, is it expected?

[LizhenWangT]

It is possible since it takes about 20 minutes with a GTX3090, You can speed up the method by reducing the number of iterations appropriately.

[antoinersw]

hello @leonardodora , can you share your environement please ? I m on unbuntun 20.4 too, setting up the env is a nightmare !