Comments (6)
yoponchik
commented on May 25, 2024
My CUDA toolkit version is 11.8 my conda CUDA version seems to be 11.6.2. Could this be the problem?
from gaussian-splatting.
yoponchik
commented on May 25, 2024
I tried changing the cuda toolkit version in the environment.yml to 11.8, but I still get an error
from gaussian-splatting.
yoponchik
commented on May 25, 2024
Failed to build diff_gaussian_rasterization simple_knn
Installing collected packages: simple_knn, diff_gaussian_rasterization
Running setup.py install for simple_knn: started
Running setup.py install for simple_knn: finished with status 'error'
Pip subprocess 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\v11.8'
running bdist_wheel
C:\Users\ITAEC\anaconda3\envs\gaussian_splatting\lib\site-packages\torch\utils\cpp_extension.py:411: UserWarning:.
warnings.warn(msg.format('we could not find ninja.'))
running build
running build_py
creating build
creating build\lib.win-amd64-cpython-37
creating build\lib.win-amd64-cpython-37\diff_gaussian_rasterization
copying diff_gaussian_rasterization\__init__.py -> build\lib.win-amd64-cpython-37\diff_gaussian_rasterization
running build_ext
Traceback (most recent call last):
File "<string>", line 36, in <module>
File "<pip-setuptools-caller>", line 34, in <module>
File "C:\Users\ITAEC\Documents\Github\gaussian-splatting\submodules\diff-gaussian-rasterization\setup.py", line>
'build_ext': BuildExtension
File "C:\Users\ITAEC\anaconda3\envs\gaussian_splatting\lib\site-packages\setuptools\__init__.py", line 103, in p
return distutils.core.setup(**attrs)
File "C:\Users\ITAEC\anaconda3\envs\gaussian_splatting\lib\site-packages\setuptools\_distutils\core.py", line 1p
return run_commands(dist)
File "C:\Users\ITAEC\anaconda3\envs\gaussian_splatting\lib\site-packages\setuptools\_distutils\core.py", line 2s
dist.run_commands()
File "C:\Users\ITAEC\anaconda3\envs\gaussian_splatting\lib\site-packages\setuptools\_distutils\dist.py", line 9s
self.run_command(cmd)
File "C:\Users\ITAEC\anaconda3\envs\gaussian_splatting\lib\site-packages\setuptools\dist.py", line 963, in run_d
super().run_command(command)
File "C:\Users\ITAEC\anaconda3\envs\gaussian_splatting\lib\site-packages\setuptools\_distutils\dist.py", line 9d
cmd_obj.run()
File "C:\Users\ITAEC\anaconda3\envs\gaussian_splatting\lib\site-packages\wheel\bdist_wheel.py", line 368, in run
self.run_command("build")
File "C:\Users\ITAEC\anaconda3\envs\gaussian_splatting\lib\site-packages\setuptools\_distutils\cmd.py", line 31d
self.distribution.run_command(command)
File "C:\Users\ITAEC\anaconda3\envs\gaussian_splatting\lib\site-packages\setuptools\dist.py", line 963, in run_d
super().run_command(command)
File "C:\Users\ITAEC\anaconda3\envs\gaussian_splatting\lib\site-packages\setuptools\_distutils\dist.py", line 9d
cmd_obj.run()
File "C:\Users\ITAEC\anaconda3\envs\gaussian_splatting\lib\site-packages\setuptools\_distutils\command\build.pyn
self.run_command(cmd_name)
File "C:\Users\ITAEC\anaconda3\envs\gaussian_splatting\lib\site-packages\setuptools\_distutils\cmd.py", line 31d
self.distribution.run_command(command)
File "C:\Users\ITAEC\anaconda3\envs\gaussian_splatting\lib\site-packages\setuptools\dist.py", line 963, in run_d
super().run_command(command)
File "C:\Users\ITAEC\anaconda3\envs\gaussian_splatting\lib\site-packages\setuptools\_distutils\dist.py", line 9d
cmd_obj.run()
File "C:\Users\ITAEC\anaconda3\envs\gaussian_splatting\lib\site-packages\setuptools\command\build_ext.py", linen
_build_ext.run(self)
File "C:\Users\ITAEC\anaconda3\envs\gaussian_splatting\lib\site-packages\setuptools\_distutils\command\build_exn
self.build_extensions()
File "C:\Users\ITAEC\anaconda3\envs\gaussian_splatting\lib\site-packages\torch\utils\cpp_extension.py", line 43s
self._check_cuda_version(compiler_name, compiler_version)
File "C:\Users\ITAEC\anaconda3\envs\gaussian_splatting\lib\site-packages\torch\utils\cpp_extension.py", line 80n
torch_cuda_version = packaging.version.parse(torch.version.cuda)
File "C:\Users\ITAEC\anaconda3\envs\gaussian_splatting\lib\site-packages\pkg_resources\_vendor\packaging\versioe
return Version(version)
File "C:\Users\ITAEC\anaconda3\envs\gaussian_splatting\lib\site-packages\pkg_resources\_vendor\packaging\versio_
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
error: subprocess-exited-with-error
× python setup.py bdist_wheel did not run successfully.
│ exit code: 1
╰─> [52 lines of output]
No CUDA runtime is found, using CUDA_HOME='C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.8'
running bdist_wheel
C:\Users\ITAEC\anaconda3\envs\gaussian_splatting\lib\site-packages\torch\utils\cpp_extension.py:411: UserWarning:.
warnings.warn(msg.format('we could not find ninja.'))
running build
running build_ext
Traceback (most recent call last):
File "<string>", line 36, in <module>
File "<pip-setuptools-caller>", line 34, in <module>
File "C:\Users\ITAEC\Documents\Github\gaussian-splatting\submodules\simple-knn\setup.py", line 33, in <module>
'build_ext': BuildExtension
File "C:\Users\ITAEC\anaconda3\envs\gaussian_splatting\lib\site-packages\setuptools\__init__.py", line 103, in p
return distutils.core.setup(**attrs)
File "C:\Users\ITAEC\anaconda3\envs\gaussian_splatting\lib\site-packages\setuptools\_distutils\core.py", line 1p
return run_commands(dist)
File "C:\Users\ITAEC\anaconda3\envs\gaussian_splatting\lib\site-packages\setuptools\_distutils\core.py", line 2s
dist.run_commands()
File "C:\Users\ITAEC\anaconda3\envs\gaussian_splatting\lib\site-packages\setuptools\_distutils\dist.py", line 9s
self.run_command(cmd)
File "C:\Users\ITAEC\anaconda3\envs\gaussian_splatting\lib\site-packages\setuptools\dist.py", line 963, in run_d
super().run_command(command)
File "C:\Users\ITAEC\anaconda3\envs\gaussian_splatting\lib\site-packages\setuptools\_distutils\dist.py", line 9d
cmd_obj.run()
File "C:\Users\ITAEC\anaconda3\envs\gaussian_splatting\lib\site-packages\wheel\bdist_wheel.py", line 368, in run
self.run_command("build")
File "C:\Users\ITAEC\anaconda3\envs\gaussian_splatting\lib\site-packages\setuptools\_distutils\cmd.py", line 31d
self.distribution.run_command(command)
File "C:\Users\ITAEC\anaconda3\envs\gaussian_splatting\lib\site-packages\setuptools\dist.py", line 963, in run_d
super().run_command(command)
File "C:\Users\ITAEC\anaconda3\envs\gaussian_splatting\lib\site-packages\setuptools\_distutils\dist.py", line 9d
cmd_obj.run()
File "C:\Users\ITAEC\anaconda3\envs\gaussian_splatting\lib\site-packages\setuptools\_distutils\command\build.pyn
self.run_command(cmd_name)
File "C:\Users\ITAEC\anaconda3\envs\gaussian_splatting\lib\site-packages\setuptools\_distutils\cmd.py", line 31d
self.distribution.run_command(command)
File "C:\Users\ITAEC\anaconda3\envs\gaussian_splatting\lib\site-packages\setuptools\dist.py", line 963, in run_d
super().run_command(command)
File "C:\Users\ITAEC\anaconda3\envs\gaussian_splatting\lib\site-packages\setuptools\_distutils\dist.py", line 9d
cmd_obj.run()
File "C:\Users\ITAEC\anaconda3\envs\gaussian_splatting\lib\site-packages\setuptools\command\build_ext.py", linen
_build_ext.run(self)
File "C:\Users\ITAEC\anaconda3\envs\gaussian_splatting\lib\site-packages\setuptools\_distutils\command\build_exn
self.build_extensions()
File "C:\Users\ITAEC\anaconda3\envs\gaussian_splatting\lib\site-packages\torch\utils\cpp_extension.py", line 43s
self._check_cuda_version(compiler_name, compiler_version)
File "C:\Users\ITAEC\anaconda3\envs\gaussian_splatting\lib\site-packages\torch\utils\cpp_extension.py", line 80n
torch_cuda_version = packaging.version.parse(torch.version.cuda)
File "C:\Users\ITAEC\anaconda3\envs\gaussian_splatting\lib\site-packages\pkg_resources\_vendor\packaging\versioe
return Version(version)
File "C:\Users\ITAEC\anaconda3\envs\gaussian_splatting\lib\site-packages\pkg_resources\_vendor\packaging\versio_
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 simple_knn
error: subprocess-exited-with-error
× Running setup.py install for simple_knn did not run successfully.
│ exit code: 1
╰─> [67 lines of output]
No CUDA runtime is found, using CUDA_HOME='C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.8'
running install
C:\Users\ITAEC\anaconda3\envs\gaussian_splatting\lib\site-packages\setuptools\_distutils\cmd.py:66: SetuptoolsDep.
!!
********************************************************************************
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 build
running build_ext
C:\Users\ITAEC\anaconda3\envs\gaussian_splatting\lib\site-packages\torch\utils\cpp_extension.py:411: UserWarning:.
warnings.warn(msg.format('we could not find ninja.'))
Traceback (most recent call last):
File "<string>", line 36, in <module>
File "<pip-setuptools-caller>", line 34, in <module>
File "C:\Users\ITAEC\Documents\Github\gaussian-splatting\submodules\simple-knn\setup.py", line 33, in <module>
'build_ext': BuildExtension
File "C:\Users\ITAEC\anaconda3\envs\gaussian_splatting\lib\site-packages\setuptools\__init__.py", line 103, in p
return distutils.core.setup(**attrs)
File "C:\Users\ITAEC\anaconda3\envs\gaussian_splatting\lib\site-packages\setuptools\_distutils\core.py", line 1p
return run_commands(dist)
File "C:\Users\ITAEC\anaconda3\envs\gaussian_splatting\lib\site-packages\setuptools\_distutils\core.py", line 2s
dist.run_commands()
File "C:\Users\ITAEC\anaconda3\envs\gaussian_splatting\lib\site-packages\setuptools\_distutils\dist.py", line 9s
self.run_command(cmd)
File "C:\Users\ITAEC\anaconda3\envs\gaussian_splatting\lib\site-packages\setuptools\dist.py", line 963, in run_d
super().run_command(command)
File "C:\Users\ITAEC\anaconda3\envs\gaussian_splatting\lib\site-packages\setuptools\_distutils\dist.py", line 9d
cmd_obj.run()
File "C:\Users\ITAEC\anaconda3\envs\gaussian_splatting\lib\site-packages\setuptools\command\install.py", line 7n
return orig.install.run(self)
File "C:\Users\ITAEC\anaconda3\envs\gaussian_splatting\lib\site-packages\setuptools\_distutils\command\install.n
self.run_command('build')
File "C:\Users\ITAEC\anaconda3\envs\gaussian_splatting\lib\site-packages\setuptools\_distutils\cmd.py", line 31d
self.distribution.run_command(command)
File "C:\Users\ITAEC\anaconda3\envs\gaussian_splatting\lib\site-packages\setuptools\dist.py", line 963, in run_d
super().run_command(command)
File "C:\Users\ITAEC\anaconda3\envs\gaussian_splatting\lib\site-packages\setuptools\_distutils\dist.py", line 9d
cmd_obj.run()
File "C:\Users\ITAEC\anaconda3\envs\gaussian_splatting\lib\site-packages\setuptools\_distutils\command\build.pyn
self.run_command(cmd_name)
File "C:\Users\ITAEC\anaconda3\envs\gaussian_splatting\lib\site-packages\setuptools\_distutils\cmd.py", line 31d
self.distribution.run_command(command)
File "C:\Users\ITAEC\anaconda3\envs\gaussian_splatting\lib\site-packages\setuptools\dist.py", line 963, in run_d
super().run_command(command)
File "C:\Users\ITAEC\anaconda3\envs\gaussian_splatting\lib\site-packages\setuptools\_distutils\dist.py", line 9d
cmd_obj.run()
File "C:\Users\ITAEC\anaconda3\envs\gaussian_splatting\lib\site-packages\setuptools\command\build_ext.py", linen
_build_ext.run(self)
File "C:\Users\ITAEC\anaconda3\envs\gaussian_splatting\lib\site-packages\setuptools\_distutils\command\build_exn
self.build_extensions()
File "C:\Users\ITAEC\anaconda3\envs\gaussian_splatting\lib\site-packages\torch\utils\cpp_extension.py", line 43s
self._check_cuda_version(compiler_name, compiler_version)
File "C:\Users\ITAEC\anaconda3\envs\gaussian_splatting\lib\site-packages\torch\utils\cpp_extension.py", line 80n
torch_cuda_version = packaging.version.parse(torch.version.cuda)
File "C:\Users\ITAEC\anaconda3\envs\gaussian_splatting\lib\site-packages\pkg_resources\_vendor\packaging\versioe
return Version(version)
File "C:\Users\ITAEC\anaconda3\envs\gaussian_splatting\lib\site-packages\pkg_resources\_vendor\packaging\versio_
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: legacy-install-failure
× Encountered error while trying to install package.
╰─> simple_knn
note: This is an issue with the package mentioned above, not pip.
hint: See above for output from the failure.
failed
CondaEnvException: Pip failed
from gaussian-splatting.
Muhammad0312
commented on May 25, 2024
Hello,
Were you able to solve this issue?
from gaussian-splatting.
yoponchik
commented on May 25, 2024
@Muhammad0312 I couldn't find a specific solution for this, but apparently, the documentation failed to mention that the CUDA SDK and pytorch CUDA have to have compatible versions. Additionally, someone also said that cudatoolkit does not have complete features like cudatoolkit-dev, so I downloaded that.
I don't really know if everyone is facing this problem, but some posts suggest that it might just be for people with RTX 4090 GPUs.
The only solution I found was not to create the conda environment with the environment.yml but just manually.
from gaussian-splatting.
yoponchik
commented on May 25, 2024
@Muhammad0312
Here is my exported environment.yml. Try using this.
name: gs
channels:
- pytorch
- defaults
- conda-forge
dependencies:
- pip=23.3.1=py311haa95532_0
- python=3.11.8=he1021f5_0
- cudatoolkit-dev=11.7.0
- plyfile
- tqdm
- pip:
# doesn't seem to download and install on my environment
#- torch==2.2.2+cu118
#- torchaudio==2.2.2+cu118
#- torchvision==0.17.2+cu118
Then activate the conda environment and execute the command pip3 install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu118
After that, manually install diff-gaussian-rasterization and simple_knn.
BTW: My CUDA version is 11.8, but the torch CUDA is set to 11.7.
Also, note that if you do a regular pip install torch and not pip install torch "version number" + cu118 it installs a CPU version of torch. (You can check for yourself by doing conda list and seeing py311_cpu or py3.11_cpu_0 under the build category)
from gaussian-splatting.
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from gaussian-splatting.