Pytorch3d doesnt install despite all the requirements achieved

1

python 3.10.10, CUDA=12.1
i want to install pytorch3d and i tried all the versions but i cant install it
i first try to install the requirements like this :

conda install pytorch==2.1.0 torchvision==0.16.0 torchaudio==2.1.0 pytorch-cuda=12.1 -c pytorch -c nvidia
conda install -c fvcore -c iopath -c conda-forge fvcore iopath
conda install -c conda-forge scikit-image matplotlib imageio plotly opencv ninja

and then try to clone and install it like this:
git clone GitHub - facebookresearch/pytorch3d: PyTorch3D is FAIR's library of reusable components for deep learning with 3D data ( the address changes when i type it here but the address is the github to pytorch3d code)
cd pytorch3d
python setup.py clean
python setup.py install

but i keep getting RuntimeError: Error compiling objects for extension

i cant install it no matter what versions i use
i used a combination of python 3.12, 3.11, 3.10, 3.9 with CUDA 12.5, 12.1, 11.8
i installed the right Microsoft visual studio with C++ package
and my CUDA is “True”

please help me :sob:,
thank you for your attention,
best regards.

2

Hi @ShayanSep,

Can you post the full stacktrace of the error?

Also, have you created a new conda environment for your install as per the instructions of Pytorch3D? pytorch3d/INSTALL.md at main · facebookresearch/pytorch3d · GitHub

3

conda create -n pytorch3d_env python=3.10
conda activate pytorch3d_env

conda install pytorch==2.2.0 torchvision==0.17.0 torchaudio==2.2.0 pytorch-cuda=12.1 -c pytorch -c nvidia
conda install -c fvcore -c iopath -c conda-forge fvcore iopath
conda install -c conda-forge scikit-image matplotlib imageio plotly opencv ninja

git clone GitHub - facebookresearch/pytorch3d: PyTorch3D is FAIR's library of reusable components for deep learning with 3D data
cd pytorch3d
python setup.py clean
python setup.py install

these are all the codes i used to install it
and this is the error ( the original error was much longer i just copied the last part ):

cl : Command line warning D9002 : ignoring unknown option ‘-std=c++17’
ninja: build stopped: subcommand failed.
Traceback (most recent call last):
File “C:\ProgramData\miniconda3\envs\pytorch3d_env\lib\site-packages\torch\utils\cpp_extension.py”, line 2107, in _run_ninja_build
subprocess.run(
File “C:\ProgramData\miniconda3\envs\pytorch3d_env\lib\subprocess.py”, line 526, in run
raise CalledProcessError(retcode, process.args,
subprocess.CalledProcessError: Command ‘[‘ninja’, ‘-v’]’ returned non-zero exit status 1.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File "<string>", line 2, in <module>
  File "<pip-setuptools-caller>", line 34, in <module>
  File "C:\Users\Administrator\pytorch3d\setup.py", line 144, in <module>
    setup(
  File "C:\ProgramData\miniconda3\envs\pytorch3d_env\lib\site-packages\setuptools\__init__.py", line 104, in setup
    return distutils.core.setup(**attrs)
  File "C:\ProgramData\miniconda3\envs\pytorch3d_env\lib\site-packages\setuptools\_distutils\core.py", line 184, in setup
    return run_commands(dist)
  File "C:\ProgramData\miniconda3\envs\pytorch3d_env\lib\site-packages\setuptools\_distutils\core.py", line 200, in run_commands
    dist.run_commands()
  File "C:\ProgramData\miniconda3\envs\pytorch3d_env\lib\site-packages\setuptools\_distutils\dist.py", line 969, in run_commands
    self.run_command(cmd)
  File "C:\ProgramData\miniconda3\envs\pytorch3d_env\lib\site-packages\setuptools\dist.py", line 967, in run_command
    super().run_command(command)
  File "C:\ProgramData\miniconda3\envs\pytorch3d_env\lib\site-packages\setuptools\_distutils\dist.py", line 988, in run_command
    cmd_obj.run()
  File "C:\ProgramData\miniconda3\envs\pytorch3d_env\lib\site-packages\setuptools\command\develop.py", line 34, in run
    self.install_for_development()
  File "C:\ProgramData\miniconda3\envs\pytorch3d_env\lib\site-packages\setuptools\command\develop.py", line 111, in install_for_development
    self.run_command('build_ext')
  File "C:\ProgramData\miniconda3\envs\pytorch3d_env\lib\site-packages\setuptools\_distutils\cmd.py", line 316, in run_command
    self.distribution.run_command(command)
  File "C:\ProgramData\miniconda3\envs\pytorch3d_env\lib\site-packages\setuptools\dist.py", line 967, in run_command
    super().run_command(command)
  File "C:\ProgramData\miniconda3\envs\pytorch3d_env\lib\site-packages\setuptools\_distutils\dist.py", line 988, in run_command
    cmd_obj.run()
  File "C:\ProgramData\miniconda3\envs\pytorch3d_env\lib\site-packages\setuptools\command\build_ext.py", line 91, in run
    _build_ext.run(self)
  File "C:\ProgramData\miniconda3\envs\pytorch3d_env\lib\site-packages\setuptools\_distutils\command\build_ext.py", line 359, in run
    self.build_extensions()
  File "C:\ProgramData\miniconda3\envs\pytorch3d_env\lib\site-packages\torch\utils\cpp_extension.py", line 870, in build_extensions
    build_ext.build_extensions(self)
  File "C:\ProgramData\miniconda3\envs\pytorch3d_env\lib\site-packages\setuptools\_distutils\command\build_ext.py", line 479, in build_extensions
    self._build_extensions_serial()
  File "C:\ProgramData\miniconda3\envs\pytorch3d_env\lib\site-packages\setuptools\_distutils\command\build_ext.py", line 505, in _build_extensions_serial
    self.build_extension(ext)
  File "C:\ProgramData\miniconda3\envs\pytorch3d_env\lib\site-packages\setuptools\command\build_ext.py", line 252, in build_extension
    _build_ext.build_extension(self, ext)
  File "C:\ProgramData\miniconda3\envs\pytorch3d_env\lib\site-packages\setuptools\_distutils\command\build_ext.py", line 560, in build_extension
    objects = self.compiler.compile(
  File "C:\ProgramData\miniconda3\envs\pytorch3d_env\lib\site-packages\torch\utils\cpp_extension.py", line 842, in win_wrap_ninja_compile
    _write_ninja_file_and_compile_objects(
  File "C:\ProgramData\miniconda3\envs\pytorch3d_env\lib\site-packages\torch\utils\cpp_extension.py", line 1783, in _write_ninja_file_and_compile_objects
    _run_ninja_build(
  File "C:\ProgramData\miniconda3\envs\pytorch3d_env\lib\site-packages\torch\utils\cpp_extension.py", line 2123, in _run_ninja_build
    raise RuntimeError(message) from e
RuntimeError: Error compiling objects for extension
[end of output]

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

4

Do you have ninja installed?