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GaussianObject / GaussianObject

Code for "GaussianObject: Just Taking Four Images to Get A High-Quality 3D Object with Gaussian Splatting"

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Having trouble in installation

hayoung-jeremy opened this issue · comments

commented

Device information

  • Graphic driver : RTX 3060 ti, 8GB vram
  • CUDA version : 12.1

Reproduction of the error

  • using conda to configure the environment :
    • conda create -n go python=3.10
    • conda activate go
    • pip install -r requirements.txt
    • conda install -c anaconda -c conda-forge cudatoolkit==11.7
    • conda install -c anaconda cudnn
    • conda list :
      Untitled
    • trying to install the submodules causes the following error :
      • run command : pip install -e submodules/diff-gaussian-rasterization
      • error :
(go) C:\hayoung\work\GaussianObject>pip install -e submodules/diff-gaussian-rasterization
Obtaining file:///C:/hayoung/work/GaussianObject/submodules/diff-gaussian-rasterization
  Preparing metadata (setup.py) ... done
Installing collected packages: diff-gaussian-rasterization
  Running setup.py develop for diff-gaussian-rasterization
    error: subprocess-exited-with-error

    × python setup.py develop did not run successfully.
    │ exit code: 1
    ╰─> [78 lines of output]
        No CUDA runtime is found, using CUDA_HOME='C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v12.1'
        running develop
        C:\Users\jerem\anaconda3\envs\go\lib\site-packages\setuptools\command\develop.py:40: EasyInstallDeprecationWarning: easy_install command is deprecated.
        !!

                ********************************************************************************
                Please avoid running ``setup.py`` and ``easy_install``.
                Instead, use pypa/build, pypa/installer or other
                standards-based tools.

                See https://github.com/pypa/setuptools/issues/917 for details.
                ********************************************************************************

        !!
          easy_install.initialize_options(self)
        C:\Users\jerem\anaconda3\envs\go\lib\site-packages\setuptools\_distutils\cmd.py:66: SetuptoolsDeprecationWarning: setup.py install is deprecated.
        !!

                ********************************************************************************
                Please avoid running ``setup.py`` directly.
                Instead, use pypa/build, pypa/installer or other
                standards-based tools.

                See https://blog.ganssle.io/articles/2021/10/setup-py-deprecated.html for details.
                ********************************************************************************

        !!
          self.initialize_options()
        running egg_info
        writing diff_gaussian_rasterization.egg-info\PKG-INFO
        writing dependency_links to diff_gaussian_rasterization.egg-info\dependency_links.txt
        writing top-level names to diff_gaussian_rasterization.egg-info\top_level.txt
        C:\Users\jerem\anaconda3\envs\go\lib\site-packages\torch\utils\cpp_extension.py:476: UserWarning: Attempted to use ninja as the BuildExtension backend but we could not find ninja.. Falling back to using the slow distutils backend.
          warnings.warn(msg.format('we could not find ninja.'))
        reading manifest file 'diff_gaussian_rasterization.egg-info\SOURCES.txt'
        adding license file 'LICENSE.md'
        writing manifest file 'diff_gaussian_rasterization.egg-info\SOURCES.txt'
        running build_ext
        Traceback (most recent call last):
          File "<string>", line 2, in <module>
          File "<pip-setuptools-caller>", line 34, in <module>
          File "C:\hayoung\work\GaussianObject\submodules\diff-gaussian-rasterization\setup.py", line 17, in <module>
            setup(
          File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\setuptools\__init__.py", line 103, in setup
            return distutils.core.setup(**attrs)
          File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\setuptools\_distutils\core.py", line 185, in setup
            return run_commands(dist)
          File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\setuptools\_distutils\core.py", line 201, in run_commands
            dist.run_commands()
          File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\setuptools\_distutils\dist.py", line 969, in run_commands
            self.run_command(cmd)
          File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\setuptools\dist.py", line 989, in run_command
            super().run_command(command)
          File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\setuptools\_distutils\dist.py", line 988, in run_command
            cmd_obj.run()
          File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\setuptools\command\develop.py", line 34, in run
            self.install_for_development()
          File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\setuptools\command\develop.py", line 109, in install_for_development
            self.run_command('build_ext')
          File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\setuptools\_distutils\cmd.py", line 318, in run_command
            self.distribution.run_command(command)
          File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\setuptools\dist.py", line 989, in run_command
            super().run_command(command)
          File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\setuptools\_distutils\dist.py", line 988, in run_command
            cmd_obj.run()
          File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\setuptools\command\build_ext.py", line 88, in run
            _build_ext.run(self)
          File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\setuptools\_distutils\command\build_ext.py", line 345, in run
            self.build_extensions()
          File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\torch\utils\cpp_extension.py", line 499, in build_extensions
            _check_cuda_version(compiler_name, compiler_version)
          File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\torch\utils\cpp_extension.py", line 383, in _check_cuda_version
            torch_cuda_version = packaging.version.parse(torch.version.cuda)
          File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\pkg_resources\_vendor\packaging\version.py", line 52, in parse
            return Version(version)
          File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\pkg_resources\_vendor\packaging\version.py", line 196, in __init__
            match = self._regex.search(version)
        TypeError: expected string or bytes-like object
        [end of output]

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

× python setup.py develop did not run successfully.
│ exit code: 1
╰─> [78 lines of output]
    No CUDA runtime is found, using CUDA_HOME='C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v12.1'
    running develop
    C:\Users\jerem\anaconda3\envs\go\lib\site-packages\setuptools\command\develop.py:40: EasyInstallDeprecationWarning: easy_install command is deprecated.
    !!

            ********************************************************************************
            Please avoid running ``setup.py`` and ``easy_install``.
            Instead, use pypa/build, pypa/installer or other
            standards-based tools.

            See https://github.com/pypa/setuptools/issues/917 for details.
            ********************************************************************************

    !!
      easy_install.initialize_options(self)
    C:\Users\jerem\anaconda3\envs\go\lib\site-packages\setuptools\_distutils\cmd.py:66: SetuptoolsDeprecationWarning: setup.py install is deprecated.
    !!

            ********************************************************************************
            Please avoid running ``setup.py`` directly.
            Instead, use pypa/build, pypa/installer or other
            standards-based tools.

            See https://blog.ganssle.io/articles/2021/10/setup-py-deprecated.html for details.
            ********************************************************************************

    !!
      self.initialize_options()
    running egg_info
    writing diff_gaussian_rasterization.egg-info\PKG-INFO
    writing dependency_links to diff_gaussian_rasterization.egg-info\dependency_links.txt
    writing top-level names to diff_gaussian_rasterization.egg-info\top_level.txt
    C:\Users\jerem\anaconda3\envs\go\lib\site-packages\torch\utils\cpp_extension.py:476: UserWarning: Attempted to use ninja as the BuildExtension backend but we could not find ninja.. Falling back to using the slow distutils backend.
      warnings.warn(msg.format('we could not find ninja.'))
    reading manifest file 'diff_gaussian_rasterization.egg-info\SOURCES.txt'
    adding license file 'LICENSE.md'
    writing manifest file 'diff_gaussian_rasterization.egg-info\SOURCES.txt'
    running build_ext
    Traceback (most recent call last):
      File "<string>", line 2, in <module>
      File "<pip-setuptools-caller>", line 34, in <module>
      File "C:\hayoung\work\GaussianObject\submodules\diff-gaussian-rasterization\setup.py", line 17, in <module>
        setup(
      File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\setuptools\__init__.py", line 103, in setup
        return distutils.core.setup(**attrs)
      File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\setuptools\_distutils\core.py", line 185, in setup
        return run_commands(dist)
      File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\setuptools\_distutils\core.py", line 201, in run_commands
        dist.run_commands()
      File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\setuptools\_distutils\dist.py", line 969, in run_commands
        self.run_command(cmd)
      File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\setuptools\dist.py", line 989, in run_command
        super().run_command(command)
      File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\setuptools\_distutils\dist.py", line 988, in run_command
        cmd_obj.run()
      File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\setuptools\command\develop.py", line 34, in run
        self.install_for_development()
      File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\setuptools\command\develop.py", line 109, in install_for_development
        self.run_command('build_ext')
      File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\setuptools\_distutils\cmd.py", line 318, in run_command
        self.distribution.run_command(command)
      File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\setuptools\dist.py", line 989, in run_command
        super().run_command(command)
      File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\setuptools\_distutils\dist.py", line 988, in run_command
        cmd_obj.run()
      File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\setuptools\command\build_ext.py", line 88, in run
        _build_ext.run(self)
      File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\setuptools\_distutils\command\build_ext.py", line 345, in run
        self.build_extensions()
      File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\torch\utils\cpp_extension.py", line 499, in build_extensions
        _check_cuda_version(compiler_name, compiler_version)
      File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\torch\utils\cpp_extension.py", line 383, in _check_cuda_version
        torch_cuda_version = packaging.version.parse(torch.version.cuda)
      File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\pkg_resources\_vendor\packaging\version.py", line 52, in parse
        return Version(version)
      File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\pkg_resources\_vendor\packaging\version.py", line 196, in __init__
        match = self._regex.search(version)
    TypeError: expected string or bytes-like object
    [end of output]

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

(go) C:\hayoung\work\GaussianObject>pip install ./submodules/diff-gaussian-rasterization/
Processing c:\hayoung\work\gaussianobject\submodules\diff-gaussian-rasterization
  Preparing metadata (setup.py) ... done
Building wheels for collected packages: diff-gaussian-rasterization
  Building wheel for diff-gaussian-rasterization (setup.py) ... error
  error: subprocess-exited-with-error

  × python setup.py bdist_wheel did not run successfully.
  │ exit code: 1
  ╰─> [57 lines of output]
      No CUDA runtime is found, using CUDA_HOME='C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v12.1'
      running bdist_wheel
      C:\Users\jerem\anaconda3\envs\go\lib\site-packages\torch\utils\cpp_extension.py:476: UserWarning: Attempted to use ninja as the BuildExtension backend but we could not find ninja.. Falling back to using the slow distutils backend.
        warnings.warn(msg.format('we could not find ninja.'))
      running build
      running build_py
      creating build
      creating build\lib.win-amd64-cpython-310
      creating build\lib.win-amd64-cpython-310\diff_gaussian_rasterization
      copying diff_gaussian_rasterization\__init__.py -> build\lib.win-amd64-cpython-310\diff_gaussian_rasterization
      running build_ext
      Traceback (most recent call last):
        File "<string>", line 2, in <module>
        File "<pip-setuptools-caller>", line 34, in <module>
        File "C:\hayoung\work\GaussianObject\submodules\diff-gaussian-rasterization\setup.py", line 17, in <module>
          setup(
        File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\setuptools\__init__.py", line 103, in setup
          return distutils.core.setup(**attrs)
        File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\setuptools\_distutils\core.py", line 185, in setup
          return run_commands(dist)
        File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\setuptools\_distutils\core.py", line 201, in run_commands
          dist.run_commands()
        File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\setuptools\_distutils\dist.py", line 969, in run_commands
          self.run_command(cmd)
        File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\setuptools\dist.py", line 989, in run_command
          super().run_command(command)
        File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\setuptools\_distutils\dist.py", line 988, in run_command
          cmd_obj.run()
        File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\wheel\bdist_wheel.py", line 364, in run
          self.run_command("build")
        File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\setuptools\_distutils\cmd.py", line 318, in run_command
          self.distribution.run_command(command)
        File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\setuptools\dist.py", line 989, in run_command
          super().run_command(command)
        File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\setuptools\_distutils\dist.py", line 988, in run_command
          cmd_obj.run()
        File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\setuptools\_distutils\command\build.py", line 131, in run
          self.run_command(cmd_name)
        File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\setuptools\_distutils\cmd.py", line 318, in run_command
          self.distribution.run_command(command)
        File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\setuptools\dist.py", line 989, in run_command
          super().run_command(command)
        File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\setuptools\_distutils\dist.py", line 988, in run_command
          cmd_obj.run()
        File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\setuptools\command\build_ext.py", line 88, in run
          _build_ext.run(self)
        File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\setuptools\_distutils\command\build_ext.py", line 345, in run
          self.build_extensions()
        File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\torch\utils\cpp_extension.py", line 499, in build_extensions
          _check_cuda_version(compiler_name, compiler_version)
        File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\torch\utils\cpp_extension.py", line 383, in _check_cuda_version
          torch_cuda_version = packaging.version.parse(torch.version.cuda)
        File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\pkg_resources\_vendor\packaging\version.py", line 52, in parse
          return Version(version)
        File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\pkg_resources\_vendor\packaging\version.py", line 196, in __init__
          match = self._regex.search(version)
      TypeError: expected string or bytes-like object
      [end of output]

  note: This error originates from a subprocess, and is likely not a problem with pip.
  ERROR: Failed building wheel for diff-gaussian-rasterization
  Running setup.py clean for diff-gaussian-rasterization
Failed to build diff-gaussian-rasterization
ERROR: Could not build wheels for diff-gaussian-rasterization, which is required to install pyproject.toml-based projects
commented

Thank you for reaching out and providing the log details. It appears the issue might stem from the CUDA version compatibility. Even though you've installed cudatoolkit==11.7, the log indicates that your system is still referencing CUDA version 12.1 at C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v12.1. This discrepancy suggests that the installation of cudatoolkit==11.7 hasn't overridden the default CUDA path to version 11.7.

To resolve this, instead of installing cudatoolkit directly, I recommend installing CUDA through Anaconda using the NVIDIA channel in https://anaconda.org/nvidia/cuda.

commented

As mentioned in graphdeco-inria/gaussian-splatting#634, you can try to set DISTUTILS_USE_SDK=1, which works on my Windows 11 machine.

commented

Thank you for the quick and kind response; it was really helpful:)

commented

Oh, sadly I've got the exact same error as mentioned above...

I've re-created the conda env using the command in the link you've provided and tried re-installing the submodules, but it still refers to my local CUDA 12.1. Should I delete my local CUDA then?
image
image

commented

Also, it returns False when I verify torch and CUDA.

(go) C:\hayoung\work\GaussianObject>python
Python 3.10.13 | packaged by Anaconda, Inc. | (main, Sep 11 2023, 13:24:38) [MSC v.1916 64 bit (AMD64)] on win32
Type "help", "copyright", "credits" or "license" for more information.
>>> import torch
>>> print(torch.cuda.is_available())
False

But it seems CUDA from anaconda is successfully installed, when I run nvcc -V in my cmd.

(go) C:\hayoung\work\GaussianObject>nvcc -V
nvcc: NVIDIA (R) Cuda compiler driver
Copyright (c) 2005-2022 NVIDIA Corporation
Built on Tue_May__3_19:00:59_Pacific_Daylight_Time_2022
Cuda compilation tools, release 11.7, V11.7.64
Build cuda_11.7.r11.7/compiler.31294372_0

Isn't it?
image

commented

Oh my.. what's happening now...
Why the CUDA_PATH doesn't change??
image

commented

Reproduction of the error

Installation steps

I've re-created conda environment with the following process, after your suggestion :

conda create -n go python=3.10
conda activate go
conda install pytorch==2.0.1 torchvision==0.15.2 torchaudio==2.0.2 pytorch-cuda=11.7 -c pytorch -c nvidia
conda install nvidia/label/cuda-11.7.0::cuda

pip install -r requirements.txt

And checked successful installation of CUDA and torch on my conda envrionment :

(go) C:\hayoung\work\GaussianObject>nvcc -V
nvcc: NVIDIA (R) Cuda compiler driver
Copyright (c) 2005-2022 NVIDIA Corporation
Built on Tue_May__3_19:00:59_Pacific_Daylight_Time_2022
Cuda compilation tools, release 11.7, V11.7.64
Build cuda_11.7.r11.7/compiler.31294372_0

(go) C:\hayoung\work\GaussianObject>python
Python 3.10.13 | packaged by Anaconda, Inc. | (main, Sep 11 2023, 13:24:38) [MSC v.1916 64 bit (AMD64)] on win32
Type "help", "copyright", "credits" or "license" for more information.
>>> import torch
>>> print(torch.cuda.is_available())
True
>>> print(torch.version.cuda)
11.7
>>>

But still getting the exact same error while installing submodules :

(go) C:\hayoung\work\GaussianObject>pip install -e submodules/diff-gaussian-rasterization
Obtaining file:///C:/hayoung/work/GaussianObject/submodules/diff-gaussian-rasterization
  Preparing metadata (setup.py) ... done
Installing collected packages: diff-gaussian-rasterization
  Running setup.py develop for diff-gaussian-rasterization
    error: subprocess-exited-with-error

    × python setup.py develop did not run successfully.
    │ exit code: 1
    ╰─> [76 lines of output]
        running develop
        C:\Users\jerem\anaconda3\envs\go\lib\site-packages\setuptools\command\develop.py:40: EasyInstallDeprecationWarning: easy_install command is deprecated.
        !!

                ********************************************************************************
                Please avoid running ``setup.py`` and ``easy_install``.
                Instead, use pypa/build, pypa/installer or other
                standards-based tools.

                See https://github.com/pypa/setuptools/issues/917 for details.
                ********************************************************************************

        !!
          easy_install.initialize_options(self)
        C:\Users\jerem\anaconda3\envs\go\lib\site-packages\setuptools\_distutils\cmd.py:66: SetuptoolsDeprecationWarning: setup.py install is deprecated.
        !!

                ********************************************************************************
                Please avoid running ``setup.py`` directly.
                Instead, use pypa/build, pypa/installer or other
                standards-based tools.

                See https://blog.ganssle.io/articles/2021/10/setup-py-deprecated.html for details.
                ********************************************************************************

        !!
          self.initialize_options()
        running egg_info
        writing diff_gaussian_rasterization.egg-info\PKG-INFO
        writing dependency_links to diff_gaussian_rasterization.egg-info\dependency_links.txt
        writing top-level names to diff_gaussian_rasterization.egg-info\top_level.txt
        C:\Users\jerem\anaconda3\envs\go\lib\site-packages\torch\utils\cpp_extension.py:476: UserWarning: Attempted to use ninja as the BuildExtension backend but we could not find ninja.. Falling back to using the slow distutils backend.
          warnings.warn(msg.format('we could not find ninja.'))
        reading manifest file 'diff_gaussian_rasterization.egg-info\SOURCES.txt'
        adding license file 'LICENSE.md'
        writing manifest file 'diff_gaussian_rasterization.egg-info\SOURCES.txt'
        running build_ext
        Traceback (most recent call last):
          File "<string>", line 2, in <module>
          File "<pip-setuptools-caller>", line 34, in <module>
          File "C:\hayoung\work\GaussianObject\submodules\diff-gaussian-rasterization\setup.py", line 17, in <module>
            setup(
          File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\setuptools\__init__.py", line 103, in setup
            return distutils.core.setup(**attrs)
          File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\setuptools\_distutils\core.py", line 185, in setup
            return run_commands(dist)
          File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\setuptools\_distutils\core.py", line 201, in run_commands
            dist.run_commands()
          File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\setuptools\_distutils\dist.py", line 969, in run_commands
            self.run_command(cmd)
          File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\setuptools\dist.py", line 989, in run_command
            super().run_command(command)
          File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\setuptools\_distutils\dist.py", line 988, in run_command
            cmd_obj.run()
          File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\setuptools\command\develop.py", line 34, in run
            self.install_for_development()
          File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\setuptools\command\develop.py", line 109, in install_for_development
            self.run_command('build_ext')
          File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\setuptools\_distutils\cmd.py", line 318, in run_command
            self.distribution.run_command(command)
          File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\setuptools\dist.py", line 989, in run_command
            super().run_command(command)
          File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\setuptools\_distutils\dist.py", line 988, in run_command
            cmd_obj.run()
          File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\setuptools\command\build_ext.py", line 88, in run
            _build_ext.run(self)
          File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\setuptools\_distutils\command\build_ext.py", line 345, in run
            self.build_extensions()
          File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\torch\utils\cpp_extension.py", line 499, in build_extensions
            _check_cuda_version(compiler_name, compiler_version)
          File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\torch\utils\cpp_extension.py", line 387, in _check_cuda_version
            raise RuntimeError(CUDA_MISMATCH_MESSAGE.format(cuda_str_version, torch.version.cuda))
        RuntimeError:
        The detected CUDA version (12.1) mismatches the version that was used to compile
        PyTorch (11.7). Please make sure to use the same CUDA versions.

        [end of output]

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

× python setup.py develop did not run successfully.
│ exit code: 1
╰─> [76 lines of output]
    running develop
    C:\Users\jerem\anaconda3\envs\go\lib\site-packages\setuptools\command\develop.py:40: EasyInstallDeprecationWarning: easy_install command is deprecated.
    !!

            ********************************************************************************
            Please avoid running ``setup.py`` and ``easy_install``.
            Instead, use pypa/build, pypa/installer or other
            standards-based tools.

            See https://github.com/pypa/setuptools/issues/917 for details.
            ********************************************************************************

    !!
      easy_install.initialize_options(self)
    C:\Users\jerem\anaconda3\envs\go\lib\site-packages\setuptools\_distutils\cmd.py:66: SetuptoolsDeprecationWarning: setup.py install is deprecated.
    !!

            ********************************************************************************
            Please avoid running ``setup.py`` directly.
            Instead, use pypa/build, pypa/installer or other
            standards-based tools.

            See https://blog.ganssle.io/articles/2021/10/setup-py-deprecated.html for details.
            ********************************************************************************

    !!
      self.initialize_options()
    running egg_info
    writing diff_gaussian_rasterization.egg-info\PKG-INFO
    writing dependency_links to diff_gaussian_rasterization.egg-info\dependency_links.txt
    writing top-level names to diff_gaussian_rasterization.egg-info\top_level.txt
    C:\Users\jerem\anaconda3\envs\go\lib\site-packages\torch\utils\cpp_extension.py:476: UserWarning: Attempted to use ninja as the BuildExtension backend but we could not find ninja.. Falling back to using the slow distutils backend.
      warnings.warn(msg.format('we could not find ninja.'))
    reading manifest file 'diff_gaussian_rasterization.egg-info\SOURCES.txt'
    adding license file 'LICENSE.md'
    writing manifest file 'diff_gaussian_rasterization.egg-info\SOURCES.txt'
    running build_ext
    Traceback (most recent call last):
      File "<string>", line 2, in <module>
      File "<pip-setuptools-caller>", line 34, in <module>
      File "C:\hayoung\work\GaussianObject\submodules\diff-gaussian-rasterization\setup.py", line 17, in <module>
        setup(
      File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\setuptools\__init__.py", line 103, in setup
        return distutils.core.setup(**attrs)
      File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\setuptools\_distutils\core.py", line 185, in setup
        return run_commands(dist)
      File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\setuptools\_distutils\core.py", line 201, in run_commands
        dist.run_commands()
      File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\setuptools\_distutils\dist.py", line 969, in run_commands
        self.run_command(cmd)
      File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\setuptools\dist.py", line 989, in run_command
        super().run_command(command)
      File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\setuptools\_distutils\dist.py", line 988, in run_command
        cmd_obj.run()
      File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\setuptools\command\develop.py", line 34, in run
        self.install_for_development()
      File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\setuptools\command\develop.py", line 109, in install_for_development
        self.run_command('build_ext')
      File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\setuptools\_distutils\cmd.py", line 318, in run_command
        self.distribution.run_command(command)
      File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\setuptools\dist.py", line 989, in run_command
        super().run_command(command)
      File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\setuptools\_distutils\dist.py", line 988, in run_command
        cmd_obj.run()
      File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\setuptools\command\build_ext.py", line 88, in run
        _build_ext.run(self)
      File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\setuptools\_distutils\command\build_ext.py", line 345, in run
        self.build_extensions()
      File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\torch\utils\cpp_extension.py", line 499, in build_extensions
        _check_cuda_version(compiler_name, compiler_version)
      File "C:\Users\jerem\anaconda3\envs\go\lib\site-packages\torch\utils\cpp_extension.py", line 387, in _check_cuda_version
        raise RuntimeError(CUDA_MISMATCH_MESSAGE.format(cuda_str_version, torch.version.cuda))
    RuntimeError:
    The detected CUDA version (12.1) mismatches the version that was used to compile
    PyTorch (11.7). Please make sure to use the same CUDA versions.

    [end of output]

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

Can you try to install PyTorch version 2.2.1 with CUDA version 12.1 instead of the 2.0.1 version listed in our requirements? It seems to be path issues associated with CUDA when installed via Conda on Windows environments.

commented

Thank you for the advice:)
I've retried with new conda environment, with PyTorch 2.2.1 and CUDA 12.1 installed.
I first installed packages in order not to make torch be downgraded :

conda create -n go12.1 python=3.10
conda activate go12.1
pip install -r requirements.txt
conda install pytorch torchvision torchaudio pytorch-cuda=12.1 -c pytorch -c nvidia
conda install nvidia/label/cuda-12.1.0::cuda

And I checked :

(go12.1) C:\hayoung\work\GaussianObject>python
Python 3.10.13 | packaged by Anaconda, Inc. | (main, Sep 11 2023, 13:24:38) [MSC v.1916 64 bit (AMD64)] on win32
Type "help", "copyright", "credits" or "license" for more information.
>>> import torch
>>> print(torch.__version__)
2.2.1
>>> print(torch.cuda.is_available())
True
>>> print(torch.version.cuda)
12.1

...

(go12.1) C:\hayoung\work\GaussianObject>nvcc -V
nvcc: NVIDIA (R) Cuda compiler driver
Copyright (c) 2005-2023 NVIDIA Corporation
Built on Wed_Feb__8_05:53:42_Coordinated_Universal_Time_2023
Cuda compilation tools, release 12.1, V12.1.66
Build cuda_12.1.r12.1/compiler.32415258_0

Bad news is, the error is still there, but the good news is, it's a different message this time :

(go12.1) C:\hayoung\work\GaussianObject>pip install -e submodules/diff-gaussian-rasterization
Obtaining file:///C:/hayoung/work/GaussianObject/submodules/diff-gaussian-rasterization
  Preparing metadata (setup.py) ... done
Installing collected packages: diff-gaussian-rasterization
  Running setup.py develop for diff-gaussian-rasterization
    error: subprocess-exited-with-error

    × python setup.py develop did not run successfully.
    │ exit code: 1
    ╰─> [46 lines of output]
        running develop
        C:\Users\jerem\anaconda3\envs\go12.1\lib\site-packages\setuptools\command\develop.py:40: EasyInstallDeprecationWarning: easy_install command is deprecated.
        !!

                ********************************************************************************
                Please avoid running ``setup.py`` and ``easy_install``.
                Instead, use pypa/build, pypa/installer or other
                standards-based tools.

                See https://github.com/pypa/setuptools/issues/917 for details.
                ********************************************************************************

        !!
          easy_install.initialize_options(self)
        C:\Users\jerem\anaconda3\envs\go12.1\lib\site-packages\setuptools\_distutils\cmd.py:66: SetuptoolsDeprecationWarning: setup.py install is deprecated.
        !!

                ********************************************************************************
                Please avoid running ``setup.py`` directly.
                Instead, use pypa/build, pypa/installer or other
                standards-based tools.

                See https://blog.ganssle.io/articles/2021/10/setup-py-deprecated.html for details.
                ********************************************************************************

        !!
          self.initialize_options()
        running egg_info
        writing diff_gaussian_rasterization.egg-info\PKG-INFO
        writing dependency_links to diff_gaussian_rasterization.egg-info\dependency_links.txt
        writing top-level names to diff_gaussian_rasterization.egg-info\top_level.txt
        C:\Users\jerem\anaconda3\envs\go12.1\lib\site-packages\torch\utils\cpp_extension.py:500: UserWarning: Attempted to use ninja as the BuildExtension backend but we could not find ninja.. Falling back to using the slow distutils backend.
          warnings.warn(msg.format('we could not find ninja.'))
        reading manifest file 'diff_gaussian_rasterization.egg-info\SOURCES.txt'
        adding license file 'LICENSE.md'
        writing manifest file 'diff_gaussian_rasterization.egg-info\SOURCES.txt'
        running build_ext
        building 'diff_gaussian_rasterization._C' extension
        creating build
        creating build\temp.win-amd64-cpython-310
        creating build\temp.win-amd64-cpython-310\Release
        creating build\temp.win-amd64-cpython-310\Release\cuda_rasterizer
        "C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v12.1\bin\nvcc" -c cuda_rasterizer/backward.cu -o build\temp.win-amd64-cpython-310\Release\cuda_rasterizer/backward.obj -IC:\Users\jerem\anaconda3\envs\go12.1\lib\site-packages\torch\include -IC:\Users\jerem\anaconda3\envs\go12.1\lib\site-packages\torch\include\torch\csrc\api\include -IC:\Users\jerem\anaconda3\envs\go12.1\lib\site-packages\torch\include\TH -IC:\Users\jerem\anaconda3\envs\go12.1\lib\site-packages\torch\include\THC "-IC:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v12.1\include" -IC:\Users\jerem\anaconda3\envs\go12.1\include -IC:\Users\jerem\anaconda3\envs\go12.1\Include -Xcudafe --diag_suppress=dll_interface_conflict_dllexport_assumed -Xcudafe --diag_suppress=dll_interface_conflict_none_assumed -Xcudafe --diag_suppress=field_without_dll_interface -Xcudafe --diag_suppress=base_class_has_different_dll_interface -Xcompiler /EHsc -Xcompiler /wd4068 -Xcompiler /wd4067 -Xcompiler /wd4624 -Xcompiler /wd4190 -Xcompiler /wd4018 -Xcompiler /wd4275 -Xcompiler /wd4267 -Xcompiler /wd4244 -Xcompiler /wd4251 -Xcompiler /wd4819 -Xcompiler /MD -D__CUDA_NO_HALF_OPERATORS__ -D__CUDA_NO_HALF_CONVERSIONS__ -D__CUDA_NO_BFLOAT16_CONVERSIONS__ -D__CUDA_NO_HALF2_OPERATORS__ --expt-relaxed-constexpr -IC:\hayoung\work\GaussianObject\submodules\diff-gaussian-rasterization\third_party/glm/ -DTORCH_API_INCLUDE_EXTENSION_H -DTORCH_EXTENSION_NAME=_C -D_GLIBCXX_USE_CXX11_ABI=0 -gencode=arch=compute_86,code=compute_86 -gencode=arch=compute_86,code=sm_86 -std=c++17 --use-local-env
        C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v12.1\include\crt/host_config.h(231): fatal error C1083: 포함 파일을 열 수 없습니다. 'crtdefs.h': No such file or directory
        backward.cu
        error: command 'C:\\Program Files\\NVIDIA GPU Computing Toolkit\\CUDA\\v12.1\\bin\\nvcc.exe' failed with exit code 2
        [end of output]

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

× python setup.py develop did not run successfully.
│ exit code: 1
╰─> [46 lines of output]
    running develop
    C:\Users\jerem\anaconda3\envs\go12.1\lib\site-packages\setuptools\command\develop.py:40: EasyInstallDeprecationWarning: easy_install command is deprecated.
    !!

            ********************************************************************************
            Please avoid running ``setup.py`` and ``easy_install``.
            Instead, use pypa/build, pypa/installer or other
            standards-based tools.

            See https://github.com/pypa/setuptools/issues/917 for details.
            ********************************************************************************

    !!
      easy_install.initialize_options(self)
    C:\Users\jerem\anaconda3\envs\go12.1\lib\site-packages\setuptools\_distutils\cmd.py:66: SetuptoolsDeprecationWarning: setup.py install is deprecated.
    !!

            ********************************************************************************
            Please avoid running ``setup.py`` directly.
            Instead, use pypa/build, pypa/installer or other
            standards-based tools.

            See https://blog.ganssle.io/articles/2021/10/setup-py-deprecated.html for details.
            ********************************************************************************

    !!
      self.initialize_options()
    running egg_info
    writing diff_gaussian_rasterization.egg-info\PKG-INFO
    writing dependency_links to diff_gaussian_rasterization.egg-info\dependency_links.txt
    writing top-level names to diff_gaussian_rasterization.egg-info\top_level.txt
    C:\Users\jerem\anaconda3\envs\go12.1\lib\site-packages\torch\utils\cpp_extension.py:500: UserWarning: Attempted to use ninja as the BuildExtension backend but we could not find ninja.. Falling back to using the slow distutils backend.
      warnings.warn(msg.format('we could not find ninja.'))
    reading manifest file 'diff_gaussian_rasterization.egg-info\SOURCES.txt'
    adding license file 'LICENSE.md'
    writing manifest file 'diff_gaussian_rasterization.egg-info\SOURCES.txt'
    running build_ext
    building 'diff_gaussian_rasterization._C' extension
    creating build
    creating build\temp.win-amd64-cpython-310
    creating build\temp.win-amd64-cpython-310\Release
    creating build\temp.win-amd64-cpython-310\Release\cuda_rasterizer
    "C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v12.1\bin\nvcc" -c cuda_rasterizer/backward.cu -o build\temp.win-amd64-cpython-310\Release\cuda_rasterizer/backward.obj -IC:\Users\jerem\anaconda3\envs\go12.1\lib\site-packages\torch\include -IC:\Users\jerem\anaconda3\envs\go12.1\lib\site-packages\torch\include\torch\csrc\api\include -IC:\Users\jerem\anaconda3\envs\go12.1\lib\site-packages\torch\include\TH -IC:\Users\jerem\anaconda3\envs\go12.1\lib\site-packages\torch\include\THC "-IC:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v12.1\include" -IC:\Users\jerem\anaconda3\envs\go12.1\include -IC:\Users\jerem\anaconda3\envs\go12.1\Include -Xcudafe --diag_suppress=dll_interface_conflict_dllexport_assumed -Xcudafe --diag_suppress=dll_interface_conflict_none_assumed -Xcudafe --diag_suppress=field_without_dll_interface -Xcudafe --diag_suppress=base_class_has_different_dll_interface -Xcompiler /EHsc -Xcompiler /wd4068 -Xcompiler /wd4067 -Xcompiler /wd4624 -Xcompiler /wd4190 -Xcompiler /wd4018 -Xcompiler /wd4275 -Xcompiler /wd4267 -Xcompiler /wd4244 -Xcompiler /wd4251 -Xcompiler /wd4819 -Xcompiler /MD -D__CUDA_NO_HALF_OPERATORS__ -D__CUDA_NO_HALF_CONVERSIONS__ -D__CUDA_NO_BFLOAT16_CONVERSIONS__ -D__CUDA_NO_HALF2_OPERATORS__ --expt-relaxed-constexpr -IC:\hayoung\work\GaussianObject\submodules\diff-gaussian-rasterization\third_party/glm/ -DTORCH_API_INCLUDE_EXTENSION_H -DTORCH_EXTENSION_NAME=_C -D_GLIBCXX_USE_CXX11_ABI=0 -gencode=arch=compute_86,code=compute_86 -gencode=arch=compute_86,code=sm_86 -std=c++17 --use-local-env
    C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v12.1\include\crt/host_config.h(231): fatal error C1083: 포함 파일을 열 수 없습니다. 'crtdefs.h': No such file or directory
    backward.cu
    error: command 'C:\\Program Files\\NVIDIA GPU Computing Toolkit\\CUDA\\v12.1\\bin\\nvcc.exe' failed with exit code 2
    [end of output]

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

I have the same error and nothing say in this thread works :/