I TRIED TO INSTALLED APPEX USING THE FOLLOWING COMMAND
` pip install -v --no-cache-dir --global-option="--cpp_ext" --global-option="--cuda_ext" ./ `
I GET THE FOLLOWING OUTPUT IN THE TERMINAL
` /home/zlabs-nlp/miniconda3/envs/ernie/lib/python3.6/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-jole_0fy
Created temporary directory: /tmp/pip-req-tracker-h0v7xk09
Created requirements tracker '/tmp/pip-req-tracker-h0v7xk09'
Created temporary directory: /tmp/pip-install-u6ob7dz5
Processing /media/zlabs-nlp/hdd1/ravi/apex
Created temporary directory: /tmp/pip-req-build-38txpsft
Added file:///media/zlabs-nlp/hdd1/ravi/apex to build tracker '/tmp/pip-req-tracker-h0v7xk09'
Running setup.py (path:/tmp/pip-req-build-38txpsft/setup.py) egg_info for package from file:///media/zlabs-nlp/hdd1/ravi/apex
Running command python setup.py egg_info
torch.__version__ = 1.2.0
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-38txpsft/setup.py:33: 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-38txpsft has version 0.1, which satisfies requirement apex==0.1 from file:///media/zlabs-nlp/hdd1/ravi/apex
Removed apex==0.1 from file:///media/zlabs-nlp/hdd1/ravi/apex from build tracker '/tmp/pip-req-tracker-h0v7xk09'
Skipping bdist_wheel for apex, due to binaries being disabled for it.
Installing collected packages: apex
Created temporary directory: /tmp/pip-record-deewx0dc
Running command /home/zlabs-nlp/miniconda3/envs/ernie/bin/python -u -c 'import sys, setuptools, tokenize; sys.argv[0] = '"'"'/tmp/pip-req-build-38txpsft/setup.py'"'"'; __file__='"'"'/tmp/pip-req-build-38txpsft/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-deewx0dc/install-record.txt --single-version-externally-managed --compile
torch.__version__ = 1.2.0
/tmp/pip-req-build-38txpsft/setup.py:33: UserWarning: Option --pyprof not specified. Not installing PyProf dependencies!
warnings.warn("Option --pyprof not specified. Not installing PyProf dependencies!")
Traceback (most recent call last):
File "<string>", line 1, in <module>
File "/tmp/pip-req-build-38txpsft/setup.py", line 77, in <module>
check_cuda_torch_binary_vs_bare_metal(torch.utils.cpp_extension.CUDA_HOME)
File "/tmp/pip-req-build-38txpsft/setup.py", line 50, in check_cuda_torch_binary_vs_bare_metal
raw_output = subprocess.check_output([cuda_dir + "/bin/nvcc", "-V"], universal_newlines=True)
File "/home/zlabs-nlp/miniconda3/envs/ernie/lib/python3.6/subprocess.py", line 356, in check_output
**kwargs).stdout
File "/home/zlabs-nlp/miniconda3/envs/ernie/lib/python3.6/subprocess.py", line 423, in run
with Popen(*popenargs, **kwargs) as process:
File "/home/zlabs-nlp/miniconda3/envs/ernie/lib/python3.6/subprocess.py", line 729, in __init__
restore_signals, start_new_session)
File "/home/zlabs-nlp/miniconda3/envs/ernie/lib/python3.6/subprocess.py", line 1364, in _execute_child
raise child_exception_type(errno_num, err_msg, err_filename)
NotADirectoryError: [Errno 20] Not a directory: '/usr/local/cuda/bin/nvcc/bin/nvcc'
Running setup.py install for apex ... error
Cleaning up...
Removing source in /tmp/pip-req-build-38txpsft
Removed build tracker '/tmp/pip-req-tracker-h0v7xk09'
ERROR: Command errored out with exit status 1: /home/zlabs-nlp/miniconda3/envs/ernie/bin/python -u -c 'import sys, setuptools, tokenize; sys.argv[0] = '"'"'/tmp/pip-req-build-38txpsft/setup.py'"'"'; __file__='"'"'/tmp/pip-req-build-38txpsft/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-deewx0dc/install-record.txt --single-version-externally-managed --compile Check the logs for full command output.
Exception information:
Traceback (most recent call last):
File "/home/zlabs-nlp/miniconda3/envs/ernie/lib/python3.6/site-packages/pip/_internal/cli/base_command.py", line 188, in main
status = self.run(options, args)
File "/home/zlabs-nlp/miniconda3/envs/ernie/lib/python3.6/site-packages/pip/_internal/commands/install.py", line 407, in run
use_user_site=options.use_user_site,
File "/home/zlabs-nlp/miniconda3/envs/ernie/lib/python3.6/site-packages/pip/_internal/req/__init__.py", line 58, in install_given_reqs
**kwargs
File "/home/zlabs-nlp/miniconda3/envs/ernie/lib/python3.6/site-packages/pip/_internal/req/req_install.py", line 959, in install
spinner=spinner,
File "/home/zlabs-nlp/miniconda3/envs/ernie/lib/python3.6/site-packages/pip/_internal/utils/misc.py", line 931, in call_subprocess
raise InstallationError(exc_msg)
pip._internal.exceptions.InstallationError: Command errored out with exit status 1: /home/zlabs-nlp/miniconda3/envs/ernie/bin/python -u -c 'import sys, setuptools, tokenize; sys.argv[0] = '"'"'/tmp/pip-req-build-38txpsft/setup.py'"'"'; __file__='"'"'/tmp/pip-req-build-38txpsft/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-deewx0dc/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 11792
Analyzing links from page https://pypi.org/simple/pip/
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Given no hashes to check 125 links for project 'pip': discarding no candidates
CAN ANYONE HELP ME TO SOLVE WHAT THIS ERROR IS
THANKS IN ADVANCE !!!!!!!!!!!!!!!!!!!!!!!
Ravikiran2611
All 7 comments
Hi @Ravikiran2611,
it looks like your nvcc wasn't found properly:
NotADirectoryError: [Errno 20] Not a directory: '/usr/local/cuda/bin/nvcc/bin/nvcc'
Could you make sure you have CUDA installed on your machine using the same CUDA version as is used in your PyTorch binaries (print(torch.version.cuda)).
which nvcc should point to the nvcc binary in your system.
ptrblck
on 23 Aug 2019
@ptrblck THANKS FOR YOUR REPLY
WHEN I OPEN THE TERMINAL AND RUN THE FOLLOWING COMMAND
nvcc --version
I GET THE FOLLOWING OUTPUT
nvcc: NVIDIA (R) Cuda compiler driver
Copyright (c) 2005-2019 NVIDIA Corporation
Built on Fri_Feb__8_19:08:17_PST_2019
Cuda compilation tools, release 10.1, V10.1.105
Ravikiran2611
on 23 Aug 2019
AND NOW I ENTERED
export CUDA_HOME=/usr/local/cuda-10.1 in .bashrc
AND WHEN I RUN
pip install -v --no-cache-dir --global-option="--cpp_ext" --global-option="--cuda_ext" ./
I GET THE FOLLOWING ERROR
``` /home/zlabs-nlp/miniconda3/envs/ernie/lib/python3.6/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-22sbkwrs
Created temporary directory: /tmp/pip-req-tracker-hncufl4y
Created requirements tracker '/tmp/pip-req-tracker-hncufl4y'
Created temporary directory: /tmp/pip-install-qoz5ntfm
Processing /media/zlabs-nlp/hdd1/ravi/apex
Created temporary directory: /tmp/pip-req-build-x6ysyb6w
Added file:///media/zlabs-nlp/hdd1/ravi/apex to build tracker '/tmp/pip-req-tracker-hncufl4y'
Running setup.py (path:/tmp/pip-req-build-x6ysyb6w/setup.py) egg_info for package from file:///media/zlabs-nlp/hdd1/ravi/apex
Running command python setup.py egg_info
torch.__version__ = 1.2.0
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-x6ysyb6w/setup.py:33: 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-x6ysyb6w has version 0.1, which satisfies requirement apex==0.1 from file:///media/zlabs-nlp/hdd1/ravi/apex
Removed apex==0.1 from file:///media/zlabs-nlp/hdd1/ravi/apex from build tracker '/tmp/pip-req-tracker-hncufl4y'
Skipping bdist_wheel for apex, due to binaries being disabled for it.
Installing collected packages: apex
Created temporary directory: /tmp/pip-record-ytz_6tbl
Running command /home/zlabs-nlp/miniconda3/envs/ernie/bin/python -u -c 'import sys, setuptools, tokenize; sys.argv[0] = '"'"'/tmp/pip-req-build-x6ysyb6w/setup.py'"'"'; __file__='"'"'/tmp/pip-req-build-x6ysyb6w/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-ytz_6tbl/install-record.txt --single-version-externally-managed --compile
torch.__version__ = 1.2.0
/tmp/pip-req-build-x6ysyb6w/setup.py:33: UserWarning: Option --pyprof not specified. Not installing PyProf dependencies!
warnings.warn("Option --pyprof not specified. Not installing PyProf dependencies!")
Compiling cuda extensions with
nvcc: NVIDIA (R) Cuda compiler driver
Copyright (c) 2005-2019 NVIDIA Corporation
Built on Fri_Feb__8_19:08:17_PST_2019
Cuda compilation tools, release 10.1, V10.1.105
from /usr/local/cuda-10.1/bin
Traceback (most recent call last):
File "<string>", line 1, in <module>
File "/tmp/pip-req-build-x6ysyb6w/setup.py", line 77, in <module>
check_cuda_torch_binary_vs_bare_metal(torch.utils.cpp_extension.CUDA_HOME)
File "/tmp/pip-req-build-x6ysyb6w/setup.py", line 67, 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-x6ysyb6w
Removed build tracker '/tmp/pip-req-tracker-hncufl4y'
ERROR: Command errored out with exit status 1: /home/zlabs-nlp/miniconda3/envs/ernie/bin/python -u -c 'import sys, setuptools, tokenize; sys.argv[0] = '"'"'/tmp/pip-req-build-x6ysyb6w/setup.py'"'"'; __file__='"'"'/tmp/pip-req-build-x6ysyb6w/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-ytz_6tbl/install-record.txt --single-version-externally-managed --compile Check the logs for full command output.
Exception information:
Traceback (most recent call last):
File "/home/zlabs-nlp/miniconda3/envs/ernie/lib/python3.6/site-packages/pip/_internal/cli/base_command.py", line 188, in main
status = self.run(options, args)
File "/home/zlabs-nlp/miniconda3/envs/ernie/lib/python3.6/site-packages/pip/_internal/commands/install.py", line 407, in run
use_user_site=options.use_user_site,
File "/home/zlabs-nlp/miniconda3/envs/ernie/lib/python3.6/site-packages/pip/_internal/req/__init__.py", line 58, in install_given_reqs
**kwargs
File "/home/zlabs-nlp/miniconda3/envs/ernie/lib/python3.6/site-packages/pip/_internal/req/req_install.py", line 959, in install
spinner=spinner,
File "/home/zlabs-nlp/miniconda3/envs/ernie/lib/python3.6/site-packages/pip/_internal/utils/misc.py", line 931, in call_subprocess
raise InstallationError(exc_msg)
pip._internal.exceptions.InstallationError: Command errored out with exit status 1: /home/zlabs-nlp/miniconda3/envs/ernie/bin/python -u -c 'import sys, setuptools, tokenize; sys.argv[0] = '"'"'/tmp/pip-req-build-x6ysyb6w/setup.py'"'"'; __file__='"'"'/tmp/pip-req-build-x6ysyb6w/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-ytz_6tbl/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 11792
Analyzing links from page https://pypi.org/simple/pip/
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Given no hashes to check 125 links for project 'pip': discarding no candidates```
Ravikiran2611
on 23 Aug 2019
Based on the output, it seems you are not using the same CUDA version as was shipped with PyTorch
Pytorch binaries were compiled with Cuda 10.0.130.
while you are using CUDA10.1.
The error message points to a workaround:
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).
👍3
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@ptrblck
SO CAN I INSTALL CUDATOOLKIT BY THE FOLLOWINF COMMAND
conda install cudatoolkit=10.1
Ravikiran2611
on 23 Aug 2019
No, you would need to install CUDA10.0 (link) or remove the mentioned check in setup.py as explained in the error message.
ptrblck
on 23 Aug 2019
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@ptrblck
THANK YOU SO MUCH FOR YOUR HELP
I WILL DO THE NECCESSARY THINGS AND SEE
Ravikiran2611
on 23 Aug 2019
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Most helpful comment
No, you would need to install CUDA10.0 (link) or remove the mentioned check in
setup.pyas explained in the error message.