Facing issue installing spatial correlation sampler

[maniron214]

I am trying to install spatial correlation sampler packager for one of my application. I am installing it through pip install spatial-correlation-sampler

When ever I try to install I am getting an error

Traceback (most recent call last):
File "C:\Program Files\Python311\Lib\site-packages\pip_vendor\pep517\in_process_in_process.py", line 351, in
main()
File "C:\Program Files\Python311\Lib\site-packages\pip_vendor\pep517\in_process_in_process.py", line 333, in main
json_out['return_val'] = hook(**hook_input['kwargs'])
^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "C:\Program Files\Python311\Lib\site-packages\pip_vendor\pep517\in_process_in_process.py", line 152, in prepare_metadata_for_build_wheel
return hook(metadata_directory, config_settings)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "C:\Program Files\Python311\Lib\site-packages\setuptools\build_meta.py", line 377, in prepare_metadata_for_build_wheel
self.run_setup()
File "C:\Program Files\Python311\Lib\site-packages\setuptools\build_meta.py", line 484, in run_setup
self).run_setup(setup_script=setup_script)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "C:\Program Files\Python311\Lib\site-packages\setuptools\build_meta.py", line 335, in run_setup
exec(code, locals())
File "", line 69, in
File "", line 48, in launch_setup
File "C:\Program Files\Python311\Lib\site-packages\torch\utils\cpp_extension.py", line 1076, in CUDAExtension
library_dirs += library_paths(cuda=True)
^^^^^^^^^^^^^^^^^^^^^^^^
File "C:\Program Files\Python311\Lib\site-packages\torch\utils\cpp_extension.py", line 1214, in library_paths
paths.append(_join_cuda_home(lib_dir))
^^^^^^^^^^^^^^^^^^^^^^^^
File "C:\Program Files\Python311\Lib\site-packages\torch\utils\cpp_extension.py", line 2416, in _join_cuda_home
raise OSError('CUDA_HOME environment variable is not set. '
OSError: CUDA_HOME environment variable is not set. Please set it to your CUDA install root.

My echo output

echo %CUDA_HOME%
C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v12.6

Even though cuda tool kit is installed and this CUDA_HOME env is set I am getting the same error. I am trying this in windows os. If there is any solution kindly let me know

[maniron214]

try this [REDACTED]

you may need to install the c compiler

Hi kindly let me know what is the URL about, As its getting blocked. I am actually installing VC++

[ClementPinard]

Please don't click blindly on bit.ly urls. I am almost certain this is some malware @nnimoyoefoki wants you to install, don't do it. I have removed the links. Besides, talking about a C compiler is completely off topic.

As for your problem, I cannot help you as much as I want, because I am not on windows.
Have you tried pip install spatial-correlation-sampler --no-build-isolation this will try to match the cuda version with one from your own pytorch installation, and not the generic one from pypi

[maniron214]

Please don't click blindly on bit.ly urls. I am almost certain this is some malware @nnimoyoefoki wants you to install, don't do it. I have removed the links. Besides, talking about a C compiler is completely off topic.

As for your problem, I cannot help you as much as I want, because I am not on windows. Have you tried pip install spatial-correlation-sampler --no-build-isolation this will try to match the cuda version with one from your own pytorch installation, and not the generic one from pypi

Sorry thought the comment was genuine, Thanks for responding, I tried this way also but the error remained same, before install the package what all to be verified, Cause I didnt face any issue while installing this in my ubuntu, but windows is what causing trouble

I tried installing c++ build tools from Microsoft but still no luck

Have someone installed spatial correlation sampler in windows ?

[maniron214]

pip install spatial-correlation-sampler --verbose
Using pip 24.2 from C:\Users\TestProfile\AppData\Roaming\Python\Python311\site-packages\pip (python 3.11)
Defaulting to user installation because normal site-packages is not writeable
Collecting spatial-correlation-sampler
Using cached spatial_correlation_sampler-0.5.0.tar.gz (9.8 kB)
Running command pip subprocess to install build dependencies
Using pip 24.2 from C:\Users\TestProfile\AppData\Roaming\Python\Python311\site-packages\pip (python 3.11)
Collecting setuptools
Obtaining dependency information for setuptools from https://files.pythonhosted.org/packages/ff/ae/f19306b5a221f6a436d8f2238d5b80925004093fa3edea59835b514d9057/setuptools-75.1.0-py3-none-any.whl.metadata
Using cached setuptools-75.1.0-py3-none-any.whl.metadata (6.9 kB)
Collecting torch
Obtaining dependency information for torch from https://files.pythonhosted.org/packages/5a/6a/775b93d6888c31f1f1fc457e4f5cc89f0984412d5dcdef792b8f2aa6e812/torch-2.4.1-cp311-cp311-win_amd64.whl.metadata
Using cached torch-2.4.1-cp311-cp311-win_amd64.whl.metadata (27 kB)
Collecting filelock (from torch)
Obtaining dependency information for filelock from https://files.pythonhosted.org/packages/b9/f8/feced7779d755758a52d1f6635d990b8d98dc0a29fa568bbe0625f18fdf3/filelock-3.16.1-py3-none-any.whl.metadata
Using cached filelock-3.16.1-py3-none-any.whl.metadata (2.9 kB)
Collecting typing-extensions>=4.8.0 (from torch)
Obtaining dependency information for typing-extensions>=4.8.0 from https://files.pythonhosted.org/packages/26/9f/ad63fc0248c5379346306f8668cda6e2e2e9c95e01216d2b8ffd9ff037d0/typing_extensions-4.12.2-py3-none-any.whl.metadata
Using cached typing_extensions-4.12.2-py3-none-any.whl.metadata (3.0 kB)
Collecting sympy (from torch)
Obtaining dependency information for sympy from https://files.pythonhosted.org/packages/99/ff/c87e0622b1dadea79d2fb0b25ade9ed98954c9033722eb707053d310d4f3/sympy-1.13.3-py3-none-any.whl.metadata
Using cached sympy-1.13.3-py3-none-any.whl.metadata (12 kB)
Collecting networkx (from torch)
Obtaining dependency information for networkx from https://files.pythonhosted.org/packages/38/e9/5f72929373e1a0e8d142a130f3f97e6ff920070f87f91c4e13e40e0fba5a/networkx-3.3-py3-none-any.whl.metadata
Using cached networkx-3.3-py3-none-any.whl.metadata (5.1 kB)
Collecting jinja2 (from torch)
Obtaining dependency information for jinja2 from https://files.pythonhosted.org/packages/31/80/3a54838c3fb461f6fec263ebf3a3a41771bd05190238de3486aae8540c36/jinja2-3.1.4-py3-none-any.whl.metadata
Using cached jinja2-3.1.4-py3-none-any.whl.metadata (2.6 kB)
Collecting fsspec (from torch)
Obtaining dependency information for fsspec from https://files.pythonhosted.org/packages/1d/a0/6aaea0c2fbea2f89bfd5db25fb1e3481896a423002ebe4e55288907a97a3/fsspec-2024.9.0-py3-none-any.whl.metadata
Using cached fsspec-2024.9.0-py3-none-any.whl.metadata (11 kB)
Collecting MarkupSafe>=2.0 (from jinja2->torch)
Obtaining dependency information for MarkupSafe>=2.0 from https://files.pythonhosted.org/packages/b7/a2/c78a06a9ec6d04b3445a949615c4c7ed86a0b2eb68e44e7541b9d57067cc/MarkupSafe-2.1.5-cp311-cp311-win_amd64.whl.metadata
Using cached MarkupSafe-2.1.5-cp311-cp311-win_amd64.whl.metadata (3.1 kB)
Collecting mpmath<1.4,>=1.1.0 (from sympy->torch)
Obtaining dependency information for mpmath<1.4,>=1.1.0 from https://files.pythonhosted.org/packages/43/e3/7d92a15f894aa0c9c4b49b8ee9ac9850d6e63b03c9c32c0367a13ae62209/mpmath-1.3.0-py3-none-any.whl.metadata
Using cached mpmath-1.3.0-py3-none-any.whl.metadata (8.6 kB)
Using cached setuptools-75.1.0-py3-none-any.whl (1.2 MB)
Using cached torch-2.4.1-cp311-cp311-win_amd64.whl (199.4 MB)
Using cached typing_extensions-4.12.2-py3-none-any.whl (37 kB)
Using cached filelock-3.16.1-py3-none-any.whl (16 kB)
Using cached fsspec-2024.9.0-py3-none-any.whl (179 kB)
Using cached jinja2-3.1.4-py3-none-any.whl (133 kB)
Using cached networkx-3.3-py3-none-any.whl (1.7 MB)
Using cached sympy-1.13.3-py3-none-any.whl (6.2 MB)
Using cached MarkupSafe-2.1.5-cp311-cp311-win_amd64.whl (17 kB)
Using cached mpmath-1.3.0-py3-none-any.whl (536 kB)
Installing collected packages: mpmath, typing-extensions, sympy, setuptools, networkx, MarkupSafe, fsspec, filelock, jinja2, torch
Creating C:\Users\TestProfile\AppData\Local\Temp\pip-build-env-qzb3vqiz\overlay\Scripts
Successfully installed MarkupSafe-2.1.5 filelock-3.16.1 fsspec-2024.9.0 jinja2-3.1.4 mpmath-1.3.0 networkx-3.3 setuptools-75.1.0 sympy-1.13.3 torch-2.4.1 typing-extensions-4.12.2
Installing build dependencies ... done
Running command Getting requirements to build wheel
C:\Users\TestProfile\AppData\Local\Temp\pip-build-env-qzb3vqiz\overlay\Lib\site-packages\torch_subclasses\functional_tensor.py:258: UserWarning: Failed to initialize NumPy: No module named 'numpy' (Triggered internally at C:\actions-runner_work\pytorch\pytorch\builder\windows\pytorch\torch\csrc\utils\tensor_numpy.cpp:84.)
cpu = _conversion_method_template(device=torch.device("cpu"))
Traceback (most recent call last):
File "C:\Users\TestProfile\AppData\Roaming\Python\Python311\site-packages\pip_vendor\pyproject_hooks_in_process_in_process.py", line 353, in
main()
File "C:\Users\TestProfile\AppData\Roaming\Python\Python311\site-packages\pip_vendor\pyproject_hooks_in_process_in_process.py", line 335, in main
json_out['return_val'] = hook(**hook_input['kwargs'])
^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "C:\Users\TestProfile\AppData\Roaming\Python\Python311\site-packages\pip_vendor\pyproject_hooks_in_process_in_process.py", line 118, in get_requires_for_build_wheel
return hook(config_settings)
^^^^^^^^^^^^^^^^^^^^^
File "C:\Users\TestProfile\AppData\Local\Temp\pip-build-env-qzb3vqiz\overlay\Lib\site-packages\setuptools\build_meta.py", line 332, in get_requires_for_build_wheel
return self._get_build_requires(config_settings, requirements=[])
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "C:\Users\TestProfile\AppData\Local\Temp\pip-build-env-qzb3vqiz\overlay\Lib\site-packages\setuptools\build_meta.py", line 302, in _get_build_requires
self.run_setup()
File "C:\Users\TestProfile\AppData\Local\Temp\pip-build-env-qzb3vqiz\overlay\Lib\site-packages\setuptools\build_meta.py", line 503, in run_setup
super().run_setup(setup_script=setup_script)
File "C:\Users\TestProfile\AppData\Local\Temp\pip-build-env-qzb3vqiz\overlay\Lib\site-packages\setuptools\build_meta.py", line 318, in run_setup
exec(code, locals())
File "", line 69, in
File "", line 48, in launch_setup
File "C:\Users\TestProfile\AppData\Local\Temp\pip-build-env-qzb3vqiz\overlay\Lib\site-packages\torch\utils\cpp_extension.py", line 1076, in CUDAExtension
library_dirs += library_paths(cuda=True)
^^^^^^^^^^^^^^^^^^^^^^^^
File "C:\Users\TestProfile\AppData\Local\Temp\pip-build-env-qzb3vqiz\overlay\Lib\site-packages\torch\utils\cpp_extension.py", line 1214, in library_paths
paths.append(_join_cuda_home(lib_dir))
^^^^^^^^^^^^^^^^^^^^^^^^
File "C:\Users\TestProfile\AppData\Local\Temp\pip-build-env-qzb3vqiz\overlay\Lib\site-packages\torch\utils\cpp_extension.py", line 2416, in _join_cuda_home
raise OSError('CUDA_HOME environment variable is not set. '
OSError: CUDA_HOME environment variable is not set. Please set it to your CUDA install root.
error: subprocess-exited-with-error

× Getting requirements to build wheel did not run successfully.
│ exit code: 1
╰─> See above for output.

note: This error originates from a subprocess, and is likely not a problem with pip.
full command: 'C:\Program Files\Python311\python.exe' 'C:\Users\TestProfile\AppData\Roaming\Python\Python311\site-packages\pip_vendor\pyproject_hooks_in_process_in_process.py' get_requires_for_build_wheel 'C:\Users\testProfile\AppData\Local\Temp\tmpxwwfbjq9'
cwd: C:\Users\TestProfile\AppData\Local\Temp\pip-install-a648lb52\spatial-correlation-sampler_46121e346ab549f3bd693c20ebacfa53
Getting requirements to build wheel ... error
error: subprocess-exited-with-error

× Getting requirements to build wheel did not run successfully.
│ exit code: 1
╰─> See above for output.

note: This error originates from a subprocess, and is likely not a problem with pip.

[HariWu1995]

Please don't click blindly on bit.ly urls. I am almost certain this is some malware @nnimoyoefoki wants you to install, don't do it. I have removed the links. Besides, talking about a C compiler is completely off topic.

As for your problem, I cannot help you as much as I want, because I am not on windows. Have you tried pip install spatial-correlation-sampler --no-build-isolation this will try to match the cuda version with one from your own pytorch installation, and not the generic one from pypi

Thanks a lot! It works for me!

[maniron214]

Please don't click blindly on bit.ly urls. I am almost certain this is some malware @nnimoyoefoki wants you to install, don't do it. I have removed the links. Besides, talking about a C compiler is completely off topic.
As for your problem, I cannot help you as much as I want, because I am not on windows. Have you tried pip install spatial-correlation-sampler --no-build-isolation this will try to match the cuda version with one from your own pytorch installation, and not the generic one from pypi

Thanks a lot! It works for me!

@HariWu1995 did it work for you in windows ?

[HariWu1995]

Please don't click blindly on bit.ly urls. I am almost certain this is some malware @nnimoyoefoki wants you to install, don't do it. I have removed the links. Besides, talking about a C compiler is completely off topic.
As for your problem, I cannot help you as much as I want, because I am not on windows. Have you tried pip install spatial-correlation-sampler --no-build-isolation this will try to match the cuda version with one from your own pytorch installation, and not the generic one from pypi

Thanks a lot! It works for me!

@HariWu1995 did it work for you in windows ?

Yes, it is.

My system info:

• System: Windows-10-10.0.22631-SP0
• CUDA Version: 12.1
• Python Version: 3.10.6
• PyTorch Version: 2.4.0+cu121

[ClementPinard]

Please don't click blindly on bit.ly urls. I am almost certain this is some malware @nnimoyoefoki wants you to install, don't do it. I have removed the links. Besides, talking about a C compiler is completely off topic.
As for your problem, I cannot help you as much as I want, because I am not on windows. Have you tried pip install spatial-correlation-sampler --no-build-isolation this will try to match the cuda version with one from your own pytorch installation, and not the generic one from pypi

Thanks a lot! It works for me!

@HariWu1995 did it work for you in windows ?

The only thing I can recommand is you test the pytorch official extension repo : https://github.com/pytorch/extension-cpp

If you are able to build and install this one, this means the problem is in the code of the correlation sampler, if not, you might want to ask the question there.

At least you know what the error is exactly about : pytorch does not find the cuda version, although it should be able to find it from environment variable.

[maniron214]

Please don't click blindly on bit.ly urls. I am almost certain this is some malware @nnimoyoefoki wants you to install, don't do it. I have removed the links. Besides, talking about a C compiler is completely off topic.
As for your problem, I cannot help you as much as I want, because I am not on windows. Have you tried pip install spatial-correlation-sampler --no-build-isolation this will try to match the cuda version with one from your own pytorch installation, and not the generic one from pypi

Thanks a lot! It works for me!

@HariWu1995 did it work for you in windows ?

The only thing I can recommand is you test the pytorch official extension repo : https://github.com/pytorch/extension-cpp

If you are able to build and install this one, this means the problem is in the code of the correlation sampler, if not, you might want to ask the question there.

At least you know what the error is exactly about : pytorch does not find the cuda version, although it should be able to find it from environment variable.

I was able to download and install this

[maniron214]

Please don't click blindly on bit.ly urls. I am almost certain this is some malware @nnimoyoefoki wants you to install, don't do it. I have removed the links. Besides, talking about a C compiler is completely off topic.
As for your problem, I cannot help you as much as I want, because I am not on windows. Have you tried pip install spatial-correlation-sampler --no-build-isolation this will try to match the cuda version with one from your own pytorch installation, and not the generic one from pypi

Thanks a lot! It works for me!

@HariWu1995 did it work for you in windows ?

Yes, it is.

My system info:

• System: Windows-10-10.0.22631-SP0
• CUDA Version: 12.1
• Python Version: 3.10.6
• PyTorch Version: 2.4.0+cu121

I have python : 3.11
Torch: 2.4.1+cu124

Maybe I will try installing "PyTorch Version: 2.4.0+cu121" this version and try again

@HariWu1995 did you set any env variable ?

[maniron214]

Please don't click blindly on bit.ly urls. I am almost certain this is some malware @nnimoyoefoki wants you to install, don't do it. I have removed the links. Besides, talking about a C compiler is completely off topic.
As for your problem, I cannot help you as much as I want, because I am not on windows. Have you tried pip install spatial-correlation-sampler --no-build-isolation this will try to match the cuda version with one from your own pytorch installation, and not the generic one from pypi

Thanks a lot! It works for me!

@HariWu1995 did it work for you in windows ?

The only thing I can recommand is you test the pytorch official extension repo : https://github.com/pytorch/extension-cpp

If you are able to build and install this one, this means the problem is in the code of the correlation sampler, if not, you might want to ask the question there.

At least you know what the error is exactly about : pytorch does not find the cuda version, although it should be able to find it from environment variable.

spatial_correlation_sampler got installed when I install PyTorch Version: 2.4.0+cu121

@HariWu1995 and @ClementPinard thanks for the support

Now a new issue is arising

ModuleNotFoundError: No module named 'spatial_correlation_sampler_backend'

How this can be solved

[maniron214]

Hi I tried building from the source but I am facing this issue

ModuleNotFoundError: No module named 'spatial_correlation_sampler_backend'

any idea on this

ImportError: DLL load failed while importing spatial_correlation_sampler_backend: The specified module could not be found.