The code fails to run under Anaconda environment #1
Description
! WARNING !!
Environment
Anaconda environment under Arch Linux.
Python = 3.7 with other requirements with matching versions specified in the README.
(Pytorch=1.3.1)
Steps I took
Run the test.py with
python test.py --ckpt checkpoint/StyleCariGAN/001000.pt --input_dir examples/samples --output_dir examples/results --invert_images
Expectation
The code should run without error
What I get
The code fails to run and I get this error message.
!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!
Your compiler (c++) is not compatible with the compiler Pytorch was
built with for this platform, which is g++ on linux. Please
use g++ to to compile your extension. Alternatively, you may
compile PyTorch from source using c++, and then you can also use
c++ to compile your extension.
See https://github.com/pytorch/pytorch/blob/master/CONTRIBUTING.md for help
with compiling PyTorch from source.
!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!
!! WARNING !!
platform=sys.platform))
Traceback (most recent call last):
File "test.py", line 10, in
from invert import *
File "/home/ycjung/Downloads/git/StyleCariGAN/invert.py", line 12, in
from exaggeration_model import StyleCariGAN
File "/home/ycjung/Downloads/git/StyleCariGAN/exaggeration_model.py", line 7, in
from model import PixelNorm, EqualLinear, ConstantInput, StyledConv, ToRGB, ExaggerationLayer
File "/home/ycjung/Downloads/git/StyleCariGAN/model.py", line 13, in
from op import FusedLeakyReLU, fused_leaky_relu, upfirdn2d
File "/home/ycjung/Downloads/git/StyleCariGAN/op/init.py", line 1, in
from .fused_act import FusedLeakyReLU, fused_leaky_relu
File "/home/ycjung/Downloads/git/StyleCariGAN/op/fused_act.py", line 15, in
os.path.join(module_path, "fused_bias_act_kernel.cu"),
File "/home/ycjung/.conda/envs/stylecarigan/lib/python3.7/site-packages/torch/utils/cpp_extension.py", line 661, in load
is_python_module)
File "/home/ycjung/.conda/envs/stylecarigan/lib/python3.7/site-packages/torch/utils/cpp_extension.py", line 841, in _jit_compile
return _import_module_from_library(name, build_directory, is_python_module)
File "/home/ycjung/.conda/envs/stylecarigan/lib/python3.7/site-packages/torch/utils/cpp_extension.py", line 1052, in _import_module_from_library
return imp.load_module(module_name, file, path, description)
File "/home/ycjung/.conda/envs/stylecarigan/lib/python3.7/imp.py", line 242, in load_module
return load_dynamic(name, filename, file)
File "/home/ycjung/.conda/envs/stylecarigan/lib/python3.7/imp.py", line 342, in load_dynamic
return _load(spec)
ImportError: /home/ycjung/.conda/envs/stylecarigan/lib/python3.7/site-packages/torch/../../../libstdc++.so.6: version `GLIBCXX_3.4.29' not found (required by /tmp/torch_extensions/fused/fused.so)
Analysis
The testing code internally invokes g++ and compiles external modules in op/, which contains several cpp and cu files. The invoked g++ is installed on your system and is probably new (In my case it was 11.1.0). The g++ used for compiling PyTorch 1.3.1 in anaconda environment is old and does not produce binaries compatible with the external module compiled with the new g++.
Troubleshooting
It seems libtorch.so in pytorch/pytorch package is compiled with GCC 7.3.1. So install GCC 7.3.0 in your anaconda environment. (7.3.1 is not in anaconda)
conda install -c anaconda gxx_linux-64=7.3.0
Then run the code with environment variables specifying GCC compilers installed in the conda environment
CC=x86_64-conda_cos6-linux-gnu-gcc CXX=x86_64-conda_cos6-linux-gnu-g++ python test.py --ckpt checkpoint/StyleCariGAN/001000.pt --input_dir examples/custom --output_dir examples/results --invert_images
This solution got the code running fine. I hope it does to your environment!