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cuda extensions are being compiled with a version of Cuda that does not match the version used to compile Pytorch binaries. #550
Comments
You need to download CUDA 9.0 and then change your |
Thank you |
In case anyone has this problem, what worked for me was doing pip uninstall torch a few times and reinstalling with conda. It seems I had older versions of pytorch that apex was looking at. After uninstalling 3 times I got that torch is no longer installed and proceeded to install through conda. It worked after this. |
Does anyone has figured out how to install apex with
It will be immensely helpful if there is a way to install apex with most recent versions of CUDA and torch. I cannot downdrade CUDA to a lower version. Thanks ! |
I think PyTorch 1.5.0 is compiled with CUDA 10.2 |
Yeah. That is correct. Since I could not upgrade CUDA, I downgraded pytorch. |
I fixed this issue by running |
So, I had cuda-10.0 installed on my system (only |
After a long time of Googling, I found each version of cuda has different compatibility for gcc. For me, I was using cuda 10.2, and downgrading gcc to 6.1 solved this problem. |
Thanks guys! I was able to install Apex for my conda PyTorch installation with your help. Here is the full step by step:
|
In addition to #550 (comment) remember to change the specific version you want to add in the install command |
NVIDIA-SMI 435.21 Driver Version: 435.21 CUDA Version: 10.1
pip3 install --user -v --no-cache-dir --global-option="--cpp_ext" --global-option="--cuda_ext" ./
/usr/lib/python3.7/site-packages/pip/_internal/commands/install.py:217: UserWarning: Disabling all use of wheels due to the use of --build-options / --global-options / --install-options.
cmdoptions.check_install_build_global(options)
Created temporary directory: /tmp/pip-ephem-wheel-cache-lamo85tb
Created temporary directory: /tmp/pip-req-tracker-du8h9cpx
Created requirements tracker '/tmp/pip-req-tracker-du8h9cpx'
Created temporary directory: /tmp/pip-install-wkd21x48
Processing /home/polykratis/mt-dnn/apex
Created temporary directory: /tmp/pip-req-build-j8rxyv0b
Added file:///home/polykratis/mt-dnn/apex to build tracker '/tmp/pip-req-tracker-du8h9cpx'
Running setup.py (path:/tmp/pip-req-build-j8rxyv0b/setup.py) egg_info for package from file:///home/polykratis/mt-dnn/apex
Running command python setup.py egg_info
torch.version = 1.1.0
running egg_info
creating pip-egg-info/apex.egg-info
writing pip-egg-info/apex.egg-info/PKG-INFO
writing dependency_links to pip-egg-info/apex.egg-info/dependency_links.txt
writing top-level names to pip-egg-info/apex.egg-info/top_level.txt
writing manifest file 'pip-egg-info/apex.egg-info/SOURCES.txt'
reading manifest file 'pip-egg-info/apex.egg-info/SOURCES.txt'
writing manifest file 'pip-egg-info/apex.egg-info/SOURCES.txt'
/tmp/pip-req-build-j8rxyv0b/setup.py:43: UserWarning: Option --pyprof not specified. Not installing PyProf dependencies!
warnings.warn("Option --pyprof not specified. Not installing PyProf dependencies!")
Source in /tmp/pip-req-build-j8rxyv0b has version 0.1, which satisfies requirement apex==0.1 from file:///home/polykratis/mt-dnn/apex
Removed apex==0.1 from file:///home/polykratis/mt-dnn/apex from build tracker '/tmp/pip-req-tracker-du8h9cpx'
Installing collected packages: apex
Created temporary directory: /tmp/pip-record-ehkfvhhb
Running setup.py install for apex ... Running command /usr/bin/python3 -u -c "import setuptools, tokenize;file='/tmp/pip-req-build-j8rxyv0b/setup.py';f=getattr(tokenize, 'open', open)(file);code=f.read().replace('\r\n', '\n');f.close();exec(compile(code, file, 'exec'))" --cpp_ext --cuda_ext install --record /tmp/pip-record-ehkfvhhb/install-record.txt --single-version-externally-managed --compile --user --prefix=
torch.version = 1.1.0
/tmp/pip-req-build-j8rxyv0b/setup.py:43: UserWarning: Option --pyprof not specified. Not installing PyProf dependencies!
warnings.warn("Option --pyprof not specified. Not installing PyProf dependencies!")
error
Cleaning up...
Removing source in /tmp/pip-req-build-j8rxyv0b
Removed build tracker '/tmp/pip-req-tracker-du8h9cpx'
Command "/usr/bin/python3 -u -c "import setuptools, tokenize;file='/tmp/pip-req-build-j8rxyv0b/setup.py';f=getattr(tokenize, 'open', open)(file);code=f.read().replace('\r\n', '\n');f.close();exec(compile(code, file, 'exec'))" --cpp_ext --cuda_ext install --record /tmp/pip-record-ehkfvhhb/install-record.txt --single-version-externally-managed --compile --user --prefix=" failed with error code 1 in /tmp/pip-req-build-j8rxyv0b/
Exception information:
Traceback (most recent call last):
File "/usr/lib/python3.7/site-packages/pip/_internal/cli/base_command.py", line 179, in main
status = self.run(options, args)
File "/usr/lib/python3.7/site-packages/pip/_internal/commands/install.py", line 421, in run
strip_file_prefix=options.strip_file_prefix,
File "/usr/lib/python3.7/site-packages/pip/_internal/req/init.py", line 57, in install_given_reqs
**kwargs
File "/usr/lib/python3.7/site-packages/pip/_internal/req/req_install.py", line 949, in install
spinner=spinner,
File "/usr/lib/python3.7/site-packages/pip/_internal/utils/misc.py", line 771, in call_subprocess
% (command_desc, proc.returncode, cwd))
pip._internal.exceptions.InstallationError: Command "/usr/bin/python3 -u -c "import setuptools, tokenize;file='/tmp/pip-req-build-j8rxyv0b/setup.py';f=getattr(tokenize, 'open', open)(file);code=f.read().replace('\r\n', '\n');f.close();exec(compile(code, file, 'exec'))" --cpp_ext --cuda_ext install --record /tmp/pip-record-ehkfvhhb/install-record.txt --single-version-externally-managed --compile --user --prefix=" failed with error code 1 in /tmp/pip-req-build-j8rxyv0b/
1 location(s) to search for versions of pip:
Getting page https://pypi.org/simple/pip/
Starting new HTTPS connection (1): pypi.org:443
https://pypi.org:443 "GET /simple/pip/ HTTP/1.1" 200 12329
Analyzing links from page https://pypi.org/simple/pip/
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