Hello! I failed to pip install apex with the following feedback:
...
Found link https://files.pythonhosted.org/packages/8b/8a/1b2aadd922db1afe6bc107b03de41d6d37a28a5923383e60695fba24ae81/pip-19.2.1.tar.gz#sha256=258d702483dd749400aec59c23d638a5b2249ae28a0f478b6cab12ad45681a80 (from https://pypi.org/simple/pip/) (requires-python:>=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*), version: 19.2.1
Given no hashes to check 123 links for project 'pip': discarding no candidates
My environment is:
ubuntu 16.04
pip 19.2.1
python 3.7.3
CUDA 10.0
PyTorch 1.1.0
And I'm installing while activating an anaconda environment.
mooninrain
All 10 comments
Hi @mooninrain,
which command did you use to install apex?
Could you also post the whole output?
ptrblck
on 4 Aug 2019
Hi @mooninrain,
which command did you use to install
apex?
Could you also post the whole output?
I get the same result with both two commands:
pip install -v --no-cache-dir --global-option="--cpp_ext" --global-option="--cuda_ext" ./
or
pip install -v --no-cache-dir ./
And the whole output when running the first command is:
/home2/private/wuruidong/anaconda3/envs/Alchemy/lib/python3.7/site-packages/pip/_internal/commands/install.py:243: 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-axlgjpvb
Created temporary directory: /tmp/pip-req-tracker-h2iuxnok
Created requirements tracker '/tmp/pip-req-tracker-h2iuxnok'
Created temporary directory: /tmp/pip-install-yolcfs6e
Processing /home2/private/wuruidong/apex
Created temporary directory: /tmp/pip-req-build-k65qb1ge
Added file:///home2/private/wuruidong/apex to build tracker '/tmp/pip-req-tracker-h2iuxnok'
Running setup.py (path:/tmp/pip-req-build-k65qb1ge/setup.py) egg_info for package from file:///home2/private/wuruidong/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'
Source in /tmp/pip-req-build-k65qb1ge has version 0.1, which satisfies requirement apex==0.1 from file:///home2/private/wuruidong/apex
Removed apex==0.1 from file:///home2/private/wuruidong/apex from build tracker '/tmp/pip-req-tracker-h2iuxnok'
Skipping bdist_wheel for apex, due to binaries being disabled for it.
Installing collected packages: apex
Created temporary directory: /tmp/pip-record-iiseawwk
Running command /home2/private/wuruidong/anaconda3/envs/Alchemy/bin/python -u -c 'import sys, setuptools, tokenize; sys.argv[0] = '"'"'/tmp/pip-req-build-k65qb1ge/setup.py'"'"'; __file__='"'"'/tmp/pip-req-build-k65qb1ge/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-iiseawwk/install-record.txt --single-version-externally-managed --compile
torch.__version__ = 1.1.0
Compiling cuda extensions with
nvcc: NVIDIA (R) Cuda compiler driver
Copyright (c) 2005-2017 NVIDIA Corporation
Built on Mon_Jun_26_16:13:28_CDT_2017
Cuda compilation tools, release 9.0, V9.0.102
from /usr/local/cuda/bin
Traceback (most recent call last):
File "<string>", line 1, in <module>
File "/tmp/pip-req-build-k65qb1ge/setup.py", line 64, in <module>
check_cuda_torch_binary_vs_bare_metal(torch.utils.cpp_extension.CUDA_HOME)
File "/tmp/pip-req-build-k65qb1ge/setup.py", line 54, in check_cuda_torch_binary_vs_bare_metal
"https://github.com/NVIDIA/apex/pull/323#discussion_r287021798. "
RuntimeError: Cuda extensions are being compiled with a version of Cuda that does not match the version used to compile Pytorch binaries. Pytorch binaries were compiled with Cuda 10.0.130.
In some cases, a minor-version mismatch will not cause later errors: https://github.com/NVIDIA/apex/pull/323#discussion_r287021798. You can try commenting out this check (at your own risk).
Running setup.py install for apex ... error
Cleaning up...
Removing source in /tmp/pip-req-build-k65qb1ge
Removed build tracker '/tmp/pip-req-tracker-h2iuxnok'
ERROR: Command errored out with exit status 1: /home2/private/wuruidong/anaconda3/envs/Alchemy/bin/python -u -c 'import sys, setuptools, tokenize; sys.argv[0] = '"'"'/tmp/pip-req-build-k65qb1ge/setup.py'"'"'; __file__='"'"'/tmp/pip-req-build-k65qb1ge/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-iiseawwk/install-record.txt --single-version-externally-managed --compile Check the logs for full command output.
Exception information:
Traceback (most recent call last):
File "/home2/private/wuruidong/anaconda3/envs/Alchemy/lib/python3.7/site-packages/pip/_internal/cli/base_command.py", line 188, in main
status = self.run(options, args)
File "/home2/private/wuruidong/anaconda3/envs/Alchemy/lib/python3.7/site-packages/pip/_internal/commands/install.py", line 407, in run
use_user_site=options.use_user_site,
File "/home2/private/wuruidong/anaconda3/envs/Alchemy/lib/python3.7/site-packages/pip/_internal/req/__init__.py", line 58, in install_given_reqs
**kwargs
File "/home2/private/wuruidong/anaconda3/envs/Alchemy/lib/python3.7/site-packages/pip/_internal/req/req_install.py", line 959, in install
spinner=spinner,
File "/home2/private/wuruidong/anaconda3/envs/Alchemy/lib/python3.7/site-packages/pip/_internal/utils/misc.py", line 934, in call_subprocess
raise InstallationError(exc_msg)
pip._internal.exceptions.InstallationError: Command errored out with exit status 1: /home2/private/wuruidong/anaconda3/envs/Alchemy/bin/python -u -c 'import sys, setuptools, tokenize; sys.argv[0] = '"'"'/tmp/pip-req-build-k65qb1ge/setup.py'"'"'; __file__='"'"'/tmp/pip-req-build-k65qb1ge/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-iiseawwk/install-record.txt --single-version-externally-managed --compile Check the logs for full command output.
1 location(s) to search for versions of pip:
* https://pypi.org/simple/pip/
Getting page https://pypi.org/simple/pip/
Found index url https://pypi.org/simple
Starting new HTTPS connection (1): pypi.org:443
https://pypi.org:443 "GET /simple/pip/ HTTP/1.1" 200 11615
Analyzing links from page https://pypi.org/simple/pip/
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Given no hashes to check 123 links for project 'pip': discarding no candidates
The output when running the second command is:
Created temporary directory: /tmp/pip-ephem-wheel-cache-8tqqdhc0
Created temporary directory: /tmp/pip-req-tracker-en8m96lu
Created requirements tracker '/tmp/pip-req-tracker-en8m96lu'
Created temporary directory: /tmp/pip-install-bfhvzhs8
Processing /home2/private/wuruidong/apex
Created temporary directory: /tmp/pip-req-build-upj2wa8n
Added file:///home2/private/wuruidong/apex to build tracker '/tmp/pip-req-tracker-en8m96lu'
Running setup.py (path:/tmp/pip-req-build-upj2wa8n/setup.py) egg_info for package from file:///home2/private/wuruidong/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'
Source in /tmp/pip-req-build-upj2wa8n has version 0.1, which satisfies requirement apex==0.1 from file:///home2/private/wuruidong/apex
Removed apex==0.1 from file:///home2/private/wuruidong/apex from build tracker '/tmp/pip-req-tracker-en8m96lu'
Building wheels for collected packages: apex
Created temporary directory: /tmp/pip-wheel-8vu5vy7n
Building wheel for apex (setup.py) ... Destination directory: /tmp/pip-wheel-8vu5vy7n
Running command /home2/private/wuruidong/anaconda3/envs/Alchemy/bin/python -u -c 'import sys, setuptools, tokenize; sys.argv[0] = '"'"'/tmp/pip-req-build-upj2wa8n/setup.py'"'"'; __file__='"'"'/tmp/pip-req-build-upj2wa8n/setup.py'"'"';f=getattr(tokenize, '"'"'open'"'"', open)(__file__);code=f.read().replace('"'"'\r\n'"'"', '"'"'\n'"'"');f.close();exec(compile(code, __file__, '"'"'exec'"'"'))' bdist_wheel -d /tmp/pip-wheel-8vu5vy7n --python-tag cp37
torch.__version__ = 1.1.0
running bdist_wheel
running build
running build_py
creating build
creating build/lib
creating build/lib/apex
copying apex/__init__.py -> build/lib/apex
creating build/lib/apex/optimizers
copying apex/optimizers/__init__.py -> build/lib/apex/optimizers
copying apex/optimizers/fused_adam.py -> build/lib/apex/optimizers
copying apex/optimizers/fp16_optimizer.py -> build/lib/apex/optimizers
creating build/lib/apex/fp16_utils
copying apex/fp16_utils/__init__.py -> build/lib/apex/fp16_utils
copying apex/fp16_utils/fp16_optimizer.py -> build/lib/apex/fp16_utils
copying apex/fp16_utils/loss_scaler.py -> build/lib/apex/fp16_utils
copying apex/fp16_utils/fp16util.py -> build/lib/apex/fp16_utils
creating build/lib/apex/RNN
copying apex/RNN/__init__.py -> build/lib/apex/RNN
copying apex/RNN/models.py -> build/lib/apex/RNN
copying apex/RNN/cells.py -> build/lib/apex/RNN
copying apex/RNN/RNNBackend.py -> build/lib/apex/RNN
creating build/lib/apex/amp
copying apex/amp/__init__.py -> build/lib/apex/amp
copying apex/amp/rnn_compat.py -> build/lib/apex/amp
copying apex/amp/_initialize.py -> build/lib/apex/amp
copying apex/amp/compat.py -> build/lib/apex/amp
copying apex/amp/_process_optimizer.py -> build/lib/apex/amp
copying apex/amp/frontend.py -> build/lib/apex/amp
copying apex/amp/scaler.py -> build/lib/apex/amp
copying apex/amp/wrap.py -> build/lib/apex/amp
copying apex/amp/amp.py -> build/lib/apex/amp
copying apex/amp/utils.py -> build/lib/apex/amp
copying apex/amp/handle.py -> build/lib/apex/amp
copying apex/amp/opt.py -> build/lib/apex/amp
copying apex/amp/_amp_state.py -> build/lib/apex/amp
copying apex/amp/__version__.py -> build/lib/apex/amp
creating build/lib/apex/normalization
copying apex/normalization/__init__.py -> build/lib/apex/normalization
copying apex/normalization/fused_layer_norm.py -> build/lib/apex/normalization
creating build/lib/apex/multi_tensor_apply
copying apex/multi_tensor_apply/__init__.py -> build/lib/apex/multi_tensor_apply
copying apex/multi_tensor_apply/multi_tensor_apply.py -> build/lib/apex/multi_tensor_apply
creating build/lib/apex/parallel
copying apex/parallel/__init__.py -> build/lib/apex/parallel
copying apex/parallel/optimized_sync_batchnorm.py -> build/lib/apex/parallel
copying apex/parallel/sync_batchnorm_kernel.py -> build/lib/apex/parallel
copying apex/parallel/multiproc.py -> build/lib/apex/parallel
copying apex/parallel/optimized_sync_batchnorm_kernel.py -> build/lib/apex/parallel
copying apex/parallel/distributed.py -> build/lib/apex/parallel
copying apex/parallel/LARC.py -> build/lib/apex/parallel
copying apex/parallel/sync_batchnorm.py -> build/lib/apex/parallel
creating build/lib/apex/reparameterization
copying apex/reparameterization/__init__.py -> build/lib/apex/reparameterization
copying apex/reparameterization/weight_norm.py -> build/lib/apex/reparameterization
copying apex/reparameterization/reparameterization.py -> build/lib/apex/reparameterization
creating build/lib/apex/amp/lists
copying apex/amp/lists/__init__.py -> build/lib/apex/amp/lists
copying apex/amp/lists/torch_overrides.py -> build/lib/apex/amp/lists
copying apex/amp/lists/tensor_overrides.py -> build/lib/apex/amp/lists
copying apex/amp/lists/functional_overrides.py -> build/lib/apex/amp/lists
installing to build/bdist.linux-x86_64/wheel
running install
running install_lib
creating build/bdist.linux-x86_64
creating build/bdist.linux-x86_64/wheel
creating build/bdist.linux-x86_64/wheel/apex
copying build/lib/apex/__init__.py -> build/bdist.linux-x86_64/wheel/apex
creating build/bdist.linux-x86_64/wheel/apex/optimizers
copying build/lib/apex/optimizers/__init__.py -> build/bdist.linux-x86_64/wheel/apex/optimizers
copying build/lib/apex/optimizers/fused_adam.py -> build/bdist.linux-x86_64/wheel/apex/optimizers
copying build/lib/apex/optimizers/fp16_optimizer.py -> build/bdist.linux-x86_64/wheel/apex/optimizers
creating build/bdist.linux-x86_64/wheel/apex/fp16_utils
copying build/lib/apex/fp16_utils/__init__.py -> build/bdist.linux-x86_64/wheel/apex/fp16_utils
copying build/lib/apex/fp16_utils/fp16_optimizer.py -> build/bdist.linux-x86_64/wheel/apex/fp16_utils
copying build/lib/apex/fp16_utils/loss_scaler.py -> build/bdist.linux-x86_64/wheel/apex/fp16_utils
copying build/lib/apex/fp16_utils/fp16util.py -> build/bdist.linux-x86_64/wheel/apex/fp16_utils
creating build/bdist.linux-x86_64/wheel/apex/RNN
copying build/lib/apex/RNN/__init__.py -> build/bdist.linux-x86_64/wheel/apex/RNN
copying build/lib/apex/RNN/models.py -> build/bdist.linux-x86_64/wheel/apex/RNN
copying build/lib/apex/RNN/cells.py -> build/bdist.linux-x86_64/wheel/apex/RNN
copying build/lib/apex/RNN/RNNBackend.py -> build/bdist.linux-x86_64/wheel/apex/RNN
creating build/bdist.linux-x86_64/wheel/apex/amp
copying build/lib/apex/amp/__init__.py -> build/bdist.linux-x86_64/wheel/apex/amp
copying build/lib/apex/amp/rnn_compat.py -> build/bdist.linux-x86_64/wheel/apex/amp
copying build/lib/apex/amp/_initialize.py -> build/bdist.linux-x86_64/wheel/apex/amp
copying build/lib/apex/amp/compat.py -> build/bdist.linux-x86_64/wheel/apex/amp
copying build/lib/apex/amp/_process_optimizer.py -> build/bdist.linux-x86_64/wheel/apex/amp
copying build/lib/apex/amp/frontend.py -> build/bdist.linux-x86_64/wheel/apex/amp
copying build/lib/apex/amp/scaler.py -> build/bdist.linux-x86_64/wheel/apex/amp
copying build/lib/apex/amp/wrap.py -> build/bdist.linux-x86_64/wheel/apex/amp
copying build/lib/apex/amp/amp.py -> build/bdist.linux-x86_64/wheel/apex/amp
copying build/lib/apex/amp/utils.py -> build/bdist.linux-x86_64/wheel/apex/amp
copying build/lib/apex/amp/handle.py -> build/bdist.linux-x86_64/wheel/apex/amp
copying build/lib/apex/amp/opt.py -> build/bdist.linux-x86_64/wheel/apex/amp
copying build/lib/apex/amp/_amp_state.py -> build/bdist.linux-x86_64/wheel/apex/amp
creating build/bdist.linux-x86_64/wheel/apex/amp/lists
copying build/lib/apex/amp/lists/__init__.py -> build/bdist.linux-x86_64/wheel/apex/amp/lists
copying build/lib/apex/amp/lists/torch_overrides.py -> build/bdist.linux-x86_64/wheel/apex/amp/lists
copying build/lib/apex/amp/lists/tensor_overrides.py -> build/bdist.linux-x86_64/wheel/apex/amp/lists
copying build/lib/apex/amp/lists/functional_overrides.py -> build/bdist.linux-x86_64/wheel/apex/amp/lists
copying build/lib/apex/amp/__version__.py -> build/bdist.linux-x86_64/wheel/apex/amp
creating build/bdist.linux-x86_64/wheel/apex/normalization
copying build/lib/apex/normalization/__init__.py -> build/bdist.linux-x86_64/wheel/apex/normalization
copying build/lib/apex/normalization/fused_layer_norm.py -> build/bdist.linux-x86_64/wheel/apex/normalization
creating build/bdist.linux-x86_64/wheel/apex/multi_tensor_apply
copying build/lib/apex/multi_tensor_apply/__init__.py -> build/bdist.linux-x86_64/wheel/apex/multi_tensor_apply
copying build/lib/apex/multi_tensor_apply/multi_tensor_apply.py -> build/bdist.linux-x86_64/wheel/apex/multi_tensor_apply
creating build/bdist.linux-x86_64/wheel/apex/parallel
copying build/lib/apex/parallel/__init__.py -> build/bdist.linux-x86_64/wheel/apex/parallel
copying build/lib/apex/parallel/optimized_sync_batchnorm.py -> build/bdist.linux-x86_64/wheel/apex/parallel
copying build/lib/apex/parallel/sync_batchnorm_kernel.py -> build/bdist.linux-x86_64/wheel/apex/parallel
copying build/lib/apex/parallel/multiproc.py -> build/bdist.linux-x86_64/wheel/apex/parallel
copying build/lib/apex/parallel/optimized_sync_batchnorm_kernel.py -> build/bdist.linux-x86_64/wheel/apex/parallel
copying build/lib/apex/parallel/distributed.py -> build/bdist.linux-x86_64/wheel/apex/parallel
copying build/lib/apex/parallel/LARC.py -> build/bdist.linux-x86_64/wheel/apex/parallel
copying build/lib/apex/parallel/sync_batchnorm.py -> build/bdist.linux-x86_64/wheel/apex/parallel
creating build/bdist.linux-x86_64/wheel/apex/reparameterization
copying build/lib/apex/reparameterization/__init__.py -> build/bdist.linux-x86_64/wheel/apex/reparameterization
copying build/lib/apex/reparameterization/weight_norm.py -> build/bdist.linux-x86_64/wheel/apex/reparameterization
copying build/lib/apex/reparameterization/reparameterization.py -> build/bdist.linux-x86_64/wheel/apex/reparameterization
running install_egg_info
running egg_info
creating apex.egg-info
writing apex.egg-info/PKG-INFO
writing dependency_links to apex.egg-info/dependency_links.txt
writing top-level names to apex.egg-info/top_level.txt
writing manifest file 'apex.egg-info/SOURCES.txt'
reading manifest file 'apex.egg-info/SOURCES.txt'
writing manifest file 'apex.egg-info/SOURCES.txt'
Copying apex.egg-info to build/bdist.linux-x86_64/wheel/apex-0.1-py3.7.egg-info
running install_scripts
adding license file "LICENSE" (matched pattern "LICEN[CS]E*")
creating build/bdist.linux-x86_64/wheel/apex-0.1.dist-info/WHEEL
creating '/tmp/pip-wheel-8vu5vy7n/apex-0.1-cp37-none-any.whl' and adding 'build/bdist.linux-x86_64/wheel' to it
adding 'apex/__init__.py'
adding 'apex/RNN/RNNBackend.py'
adding 'apex/RNN/__init__.py'
adding 'apex/RNN/cells.py'
adding 'apex/RNN/models.py'
adding 'apex/amp/__init__.py'
adding 'apex/amp/__version__.py'
adding 'apex/amp/_amp_state.py'
adding 'apex/amp/_initialize.py'
adding 'apex/amp/_process_optimizer.py'
adding 'apex/amp/amp.py'
adding 'apex/amp/compat.py'
adding 'apex/amp/frontend.py'
adding 'apex/amp/handle.py'
adding 'apex/amp/opt.py'
adding 'apex/amp/rnn_compat.py'
adding 'apex/amp/scaler.py'
adding 'apex/amp/utils.py'
adding 'apex/amp/wrap.py'
adding 'apex/amp/lists/__init__.py'
adding 'apex/amp/lists/functional_overrides.py'
adding 'apex/amp/lists/tensor_overrides.py'
adding 'apex/amp/lists/torch_overrides.py'
adding 'apex/fp16_utils/__init__.py'
adding 'apex/fp16_utils/fp16_optimizer.py'
adding 'apex/fp16_utils/fp16util.py'
adding 'apex/fp16_utils/loss_scaler.py'
adding 'apex/multi_tensor_apply/__init__.py'
adding 'apex/multi_tensor_apply/multi_tensor_apply.py'
adding 'apex/normalization/__init__.py'
adding 'apex/normalization/fused_layer_norm.py'
adding 'apex/optimizers/__init__.py'
adding 'apex/optimizers/fp16_optimizer.py'
adding 'apex/optimizers/fused_adam.py'
adding 'apex/parallel/LARC.py'
adding 'apex/parallel/__init__.py'
adding 'apex/parallel/distributed.py'
adding 'apex/parallel/multiproc.py'
adding 'apex/parallel/optimized_sync_batchnorm.py'
adding 'apex/parallel/optimized_sync_batchnorm_kernel.py'
adding 'apex/parallel/sync_batchnorm.py'
adding 'apex/parallel/sync_batchnorm_kernel.py'
adding 'apex/reparameterization/__init__.py'
adding 'apex/reparameterization/reparameterization.py'
adding 'apex/reparameterization/weight_norm.py'
adding 'apex-0.1.dist-info/LICENSE'
adding 'apex-0.1.dist-info/METADATA'
adding 'apex-0.1.dist-info/WHEEL'
adding 'apex-0.1.dist-info/top_level.txt'
adding 'apex-0.1.dist-info/RECORD'
removing build/bdist.linux-x86_64/wheel
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Removing source in /tmp/pip-req-build-upj2wa8n
Successfully built apex
Installing collected packages: apex
Successfully installed apex-0.1
Cleaning up...
Removed build tracker '/tmp/pip-req-tracker-en8m96lu'
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Given no hashes to check 123 links for project 'pip': discarding no candidates
Thanks for the output. The actual error comes from a CUDA version mismatch (shipped with PyTorch and your system installed one):
RuntimeError: Cuda extensions are being compiled with a version of Cuda that does not match the version used to compile Pytorch binaries. Pytorch binaries were compiled with Cuda 10.0.130.
In some cases, a minor-version mismatch will not cause later errors: https://github.com/NVIDIA/apex/pull/323#discussion_r287021798. You can try commenting out this check (at your own risk).
You could try to uncomment the check as suggested in the error message at your own risk or install the matching CUDA version (10.0.130 in your case).
ptrblck
on 4 Aug 2019
Thanks for the output. The actual error comes from a CUDA version mismatch (shipped with PyTorch and your system installed one):
RuntimeError: Cuda extensions are being compiled with a version of Cuda that does not match the version used to compile Pytorch binaries. Pytorch binaries were compiled with Cuda 10.0.130. In some cases, a minor-version mismatch will not cause later errors: https://github.com/NVIDIA/apex/pull/323#discussion_r287021798. You can try commenting out this check (at your own risk).You could try to uncomment the check as suggested in the error message at your own risk or install the matching CUDA version (
10.0.130in your case).
Thank you! I change CUDA and it goes well now.
mooninrain
on 4 Aug 2019
👍1
@mooninrain @ptrblck
i am also facing the same error. Can you please tell what is the correct CUDA version needed ?
nikhiljaiswal
on 7 Aug 2019
@nikhiljaiswal If you've installed PyTorch using the binaries, please check the shipped CUDA version using print(torch.version.cuda) and install the same locally on your system.
ptrblck
on 7 Aug 2019
❤2
@ptrblck I'm having the same problem. The correct CUDA binary is on our system but I'm not sure which environment variable to change. Should I use .bashrc? I've tried exporting to LD_LIBRARY_PATH but it keeps using the wrong version.
brucemuller
on 7 Aug 2019
@brucemuller In my case, I do
export PATH=/usr/local/cuda10/bin:$PATH
and exporting to LD_LIBRARY_PATH also does not help.
mooninrain
on 7 Aug 2019
@mooninrain try
export CUDA_HOME=/usr/local/cuda-10.0
in .bashrc..... setup will add /bin/nvcc here...
brucemuller
on 10 Aug 2019
I meet the same problem, and I firstly try to install related cudatoolkit by conda, which doesn't change the nvcc version. BTW, the cudatoolkit installed by anaconda is a simplified version without nvcc, thus I download the official version from NVIDIA, change the path of cuda, and solve this problem.
Dinghow
on 14 Oct 2020
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Most helpful comment
@nikhiljaiswal If you've installed PyTorch using the binaries, please check the shipped CUDA version using
print(torch.version.cuda)and install the same locally on your system.