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causal-conv1d installation error #55
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You are using pip with an anaconda installation of python. You may want to attempt installing causal-conv1d with conda, but I don't know if it will work. |
I have this problem,too. :) |
I also have this problem 😭 |
I'm not familiar with ninja, but I was able to build First, note that these two commands should produce matching CUDA versions: python3 -c 'import torch; print(torch.version.cuda)'
nvcc --version since nvcc will be used during the build of causal_conv1d. If they don't, you might need to do:
and then set the CUDA alternatives version to the version reported by Then: git clone https://github.com/Dao-AILab/causal-conv1d.git
cd causal_conv1d
git checkout v1.0.2 # this is the highest compatible version allowed by Mamba
CAUSAL_CONV1D_FORCE_BUILD=TRUE pip install . More detail is in this other issue although that issue doesn't particularly deal with this one. Please let me know if this works! |
I just realized it requires CUDA even building without |
Could you link a copy of the files module you compiled to save everyone the hassle of doing all that via cloud storage |
IIRC, it seems Side note, i've ultimately failed to run it, due to absence of prebuilt triton bindings for my setup and lack of free time tho %). |
I found it works after just align the native cuda version to the pytorch cuda version. |
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in run note: This error originates from a subprocess, and is likely not a problem with pip. |
Suffering from similar issues. My message is like below. Hope I could find some good hint from this thread. pip install mamba-ssm
Collecting mamba-ssm
Using cached mamba_ssm-1.1.1.tar.gz (34 kB)
Preparing metadata (setup.py) ... error
error: subprocess-exited-with-error
× python setup.py egg_info did not run successfully.
│ exit code: 1
╰─> [25 lines of output]
Traceback (most recent call last):
File "<string>", line 2, in <module>
File "<pip-setuptools-caller>", line 34, in <module>
File "/tmp/pip-install-g51qu3z4/mamba-ssm_4988cde7cf824517a06f59b486aea78c/setup.py", line 101, in <module>
_, bare_metal_version = get_cuda_bare_metal_version(CUDA_HOME)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/tmp/pip-install-g51qu3z4/mamba-ssm_4988cde7cf824517a06f59b486aea78c/setup.py", line 63, in get_cuda_bare_metal_version
raw_output = subprocess.check_output(
^^^^^^^^^^^^^^^^^^^^^^^^
File "/root/miniconda3/envs/openai/lib/python3.11/subprocess.py", line 466, in check_output
return run(*popenargs, stdout=PIPE, timeout=timeout, check=True,
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/root/miniconda3/envs/openai/lib/python3.11/subprocess.py", line 548, in run
with Popen(*popenargs, **kwargs) as process:
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/root/miniconda3/envs/openai/lib/python3.11/subprocess.py", line 1026, in __init__
self._execute_child(args, executable, preexec_fn, close_fds,
File "/root/miniconda3/envs/openai/lib/python3.11/subprocess.py", line 1950, in _execute_child
raise child_exception_type(errno_num, err_msg, err_filename)
FileNotFoundError: [Errno 2] No such file or directory: '/usr/local/cuda/bin/nvcc'
torch.__version__ = 2.0.1+cu117
[end of output]
note: This error originates from a subprocess, and is likely not a problem with pip.
error: metadata-generation-failed
× Encountered error while generating package metadata.
╰─> See above for output.
note: This is an issue with the package mentioned above, not pip.
hint: See above for details. Driver/CUDA versions from |
@sonsus try to manually set |
Building on @hrbigelow's instructions above, in order to get the
[ Setting the Checking the installation:
|
@duncanriach Thank you! This solution is effective.
|
It works. I don't know why this sentence "CAUSAL_CONV1D_FORCE_BUILD=TRUE" is important. If without *_FORCE_BUILD=TRUE, the issue still occurs.
|
@shigen-StoneRoot, Here are the places in the relevant setup.py files where |
Hi, my suggestion for addressing this error is installing mamba first, and then reinstall the pytorch based on the default link, then everything works. |
I found a list of packages that need to be installed prior to installing causal-conv1d on the following page: havietisov/causal-conv1d@84c68a2. After installing these packages ("torch", "packaging", "buildtools", "ninja") via |
when I use the command |
Are you not using bash as your shell? You might need to translate the commands into a format that is compatible with the shell that you're using. |
If you run the command in Windows command prompt, you might need to prefix env variables with drive:path\to\project> export CAUSAL_CONV1D_FORCE_BUILD=TRUE pip install . also sometimes you would need to execute the commands one after another: drive:path\to\project> export CAUSAL_CONV1D_FORCE_BUILD=TRUE
drive:path\to\project> pip install . |
Thanks a lot! I know it. @ankhzet @duncanriach |
I created a Docker container to address the installation errors. https://hub.docker.com/repository/docker/kom4cr0/cuda11.7-pytorch1.13-mamba1.1.1/general |
Sometimes this solution may not work at all, even with That's because it is nothing to do with Then, you may consider to reload your conda environment by
|
@duncanriach HI,i use you approch to install the causal-conv1d ,but i have a new issue × python setup.py bdist_wheel did not run successfully.
note: This error originates from a subprocess, and is likely not a problem with pip. |
In my experience (Windows 11 with Nvidia GPU) I didn't have CUDA installed so had to install that from here as well as getting Pytorch CUDA versions and this basically fixed it |
You'd need this as well if you're on Windows triton-lang/triton#1057 (comment) |
Ok,thanks you. |
triton, this package is seem need to be installed in Ubuntu, not windos |
An error occurred while executing CAUSAL_CONV1D_FORCE_BUILD=TRUE pip install. ERROR: Could not build wheels for causal_conv1d, which is required to install pyproject.toml-based projects. What can I do to solve this problem? |
I follow your steps and still get the same ERROR when I install causal-conv1d recently :ERROR: Could not build wheels for causal-conv1d, which is required to install pyproject.toml-based projects |
Could you show the detail about error? |
Building wheels for collected packages: mamba-ssm × python setup.py bdist_wheel did not run successfully.
note: This error originates from a subprocess, and is likely not a problem with pip. |
Did you install mamba in the windows? You'd better install mamba on a Linux system, you can try installing the ubuntu virtual machine on windows and installing the mamba environment on the virtual machine |
perfectly solve my problem thankssssssssssssssssss! |
Thank you so much for your commands! Based on yours, I used the follows and successes with no bugs reported:
|
@evelynmitchell just try to instal in the wsl system,i had encounter the same issue such like you ,but i turn into the Linux ,it work ! |
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@xiakexing-lmc yes i do,but i think that issue was only case in to the window system,try with Ubuntu system |
Please help me solve, I also meet the same problems and tried some actions but don't work. "Building wheels for collected packages: causal-conv1d × python setup.py bdist_wheel did not run successfully.
note: This error originates from a subprocess, and is likely not a problem with pip. I list some version in my environment, as follows: Please give me some advices to solve this and let me run the code correctly ~~ Thanks a lot |
Hi, your package is out of time, you can use the wheel url to download the casusal-conv1d package and then install it offline |
CAUSAL_CONV1D_FORCE_BUILD=TRUE CAUSAL_CONV1D_SKIP_CUDA_BUILD=TRUE CAUSAL_CONV1D_FORCE_CXX11_ABI=TRUE pip install . Success! |
it works! |
I have installed the causal_conv1d, but when I call it, I get No module named 'causal_conv1d_cuda', why is that? |
Hi . I am trying to install and use mamba but i cant install causal-conv1d with pip then I tried to build it from source but I get same error .please help me .
Building wheel for causal-conv1d (setup.py) ... error
error: subprocess-exited-with-error
× python setup.py bdist_wheel did not run successfully.
│ exit code: 1
╰─> [113 lines of output]
note: This error originates from a subprocess, and is likely not a problem with pip.
ERROR: Failed building wheel for causal-conv1d
Running setup.py clean for causal-conv1d
Failed to build causal-conv1d
Installing collected packages: argparse, causal-conv1d
Running setup.py install for causal-conv1d ... error
error: subprocess-exited-with-error
× Running setup.py install for causal-conv1d did not run successfully.
│ exit code: 1
╰─> [92 lines of output]
note: This error originates from a subprocess, and is likely not a problem with pip.
error: legacy-install-failure
× Encountered error while trying to install package.
╰─> causal-conv1d
note: This is an issue with the package mentioned above, not pip.
hint: See above for output from the failure.
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