pip install ./diff-gaussian-rasterization failed

[kaeoticEve]

os:windows 11
python: 3.11
pip list:
Package Version

---

certifi 2022.12.7
charset-normalizer 2.1.1
filelock 3.9.0
fsspec 2023.4.0
idna 3.4
Jinja2 3.1.2
MarkupSafe 2.1.3
mpmath 1.3.0
networkx 3.2.1
numpy 1.26.3
pillow 10.2.0
pip 24.0
requests 2.28.1
setuptools 65.5.0
sympy 1.12
torch 2.1.0+cu118
torchaudio 2.1.0+cu118
torchvision 0.16.0+cu118
typing_extensions 4.8.0
urllib3 1.26.13
xformers 0.0.24+cu118

I was following the installation guide in the readme.md up to the
"pip install ./diff-gaussian-rasterization"
then I encountered an error:
`
Looking in indexes: https://pypi.tuna.tsinghua.edu.cn/simple
Processing c:\users\heiye\repo\experiments\lgm\diff-gaussian-rasterization
Installing build dependencies ... done
Getting requirements to build wheel ... error
error: subprocess-exited-with-error

× Getting requirements to build wheel did not run successfully.
│ exit code: 1
╰─> [20 lines of output]
Traceback (most recent call last):
File "C:\Users\heiye\repo\experiments\LGM\env\Lib\site-packages\pip_vendor\pyproject_hooks_in_process_in_process.py", line 353, in
main()
File "C:\Users\heiye\repo\experiments\LGM\env\Lib\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\heiye\repo\experiments\LGM\env\Lib\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\heiye\AppData\Local\Temp\pip-build-env-lgvsjz1o\overlay\Lib\site-packages\setuptools\build_meta.py", line 325, in get_requires_for_build_wheel
return self._get_build_requires(config_settings, requirements=['wheel'])
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "C:\Users\heiye\AppData\Local\Temp\pip-build-env-lgvsjz1o\overlay\Lib\site-packages\setuptools\build_meta.py", line 295, in _get_build_requires
self.run_setup()
File "C:\Users\heiye\AppData\Local\Temp\pip-build-env-lgvsjz1o\overlay\Lib\site-packages\setuptools\build_meta.py", line 480, in run_setup
super(_BuildMetaLegacyBackend, self).run_setup(setup_script=setup_script)
File "C:\Users\heiye\AppData\Local\Temp\pip-build-env-lgvsjz1o\overlay\Lib\site-packages\setuptools\build_meta.py", line 311, in run_setup
exec(code, locals())
File "", line 13, in
ModuleNotFoundError: No module named 'torch'
[end of output]

note: This error originates from a subprocess, and is likely not a problem with pip.
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.
`
it says no module named torch while I have torch installed.
how can I fix it? thank you

[ashawkey]

@JiewenGuan Hi, can you verify torch installation? like importing it and check cuda availability.

[kaeoticEve]

I got it running eventually, my problem is caused by python 3.12 as the xformers doesn't support 3.12 for now. later I got it running fine on a fresh wsl2 ubuntu 22.04 with python 3.11 and the pip list like this:
Package Version

---

accelerate 0.27.0
aiofiles 23.2.1
aiohttp 3.9.3
aiosignal 1.3.1
altair 5.2.0
annotated-types 0.6.0
anyio 4.2.0
asyncer 0.0.4
attrs 23.2.0
blinker 1.4
certifi 2022.12.7
charset-normalizer 2.1.1
click 8.1.7
colorama 0.4.6
coloredlogs 15.0.1
command-not-found 0.3
contourpy 1.2.0
cryptography 3.4.8
cycler 0.12.1
dataclasses-json 0.6.4
dbus-python 1.2.18
dearpygui 1.10.1
Deprecated 1.2.14
diff-gaussian-rasterization 0.0.0
diffusers 0.26.2
distlib 0.3.4
distro 1.7.0
distro-info 1.1+ubuntu0.2
docstring-parser 0.15
einops 0.7.0
executing 2.0.1
fastapi 0.109.2
ffmpy 0.3.1
filelock 3.6.0
filetype 1.2.0
flatbuffers 23.5.26
fonttools 4.48.1
frozenlist 1.4.1
fsspec 2024.2.0
gradio 4.18.0
gradio_client 0.10.0
h11 0.14.0
httpcore 1.0.2
httplib2 0.20.2
httpx 0.26.0
huggingface-hub 0.20.3
humanfriendly 10.0
idna 3.4
imageio 2.33.1
imageio-ffmpeg 0.4.9
importlib-metadata 4.6.4
importlib-resources 6.1.1
jeepney 0.7.1
Jinja2 3.1.2
joblib 1.3.2
jsonschema 4.21.1
jsonschema-specifications 2023.12.1
keyring 23.5.0
kiui 0.2.3
kiwisolver 1.4.5
launchpadlib 1.10.16
lazr.restfulclient 0.14.4
lazr.uri 1.0.6
lazy_loader 0.3
llvmlite 0.42.0
lpips 0.1.4
markdown-it-py 3.0.0
MarkupSafe 2.1.3
marshmallow 3.20.2
matplotlib 3.8.2
mdurl 0.1.2
more-itertools 8.10.0
mpmath 1.3.0
multidict 6.0.5
mypy-extensions 1.0.0
netifaces 0.11.0
networkx 3.2.1
numba 0.59.0
numpy 1.26.3
nvdiffrast 0.3.1
nvidia-cublas-cu11 11.11.3.6
nvidia-cuda-cupti-cu11 11.8.87
nvidia-cuda-nvrtc-cu11 11.8.89
nvidia-cuda-runtime-cu11 11.8.89
nvidia-cudnn-cu11 8.7.0.84
nvidia-cufft-cu11 10.9.0.58
nvidia-curand-cu11 10.3.0.86
nvidia-cusolver-cu11 11.4.1.48
nvidia-cusparse-cu11 11.7.5.86
nvidia-nccl-cu11 2.19.3
nvidia-nvtx-cu11 11.8.86
oauthlib 3.2.0
objprint 0.2.3
onnxruntime 1.17.0
onnxruntime-gpu 1.17.0
opencv-python-headless 4.9.0.80
orjson 3.9.13
packaging 23.2
pandas 2.2.0
pillow 10.2.0
pip 22.0.2
platformdirs 2.5.1
plyfile 1.0.3
pooch 1.8.0
protobuf 4.25.2
psutil 5.9.8
pydantic 2.6.1
pydantic_core 2.16.2
pydub 0.25.1
pygltflib 1.16.1
Pygments 2.17.2
PyGObject 3.42.1
PyJWT 2.3.0
PyMatting 1.1.12
pyparsing 2.4.7
python-apt 2.4.0+ubuntu2
python-dateutil 2.8.2
python-multipart 0.0.9
pytz 2024.1
PyYAML 5.4.1
referencing 0.33.0
regex 2023.12.25
rembg 2.0.54
requests 2.28.1
rich 13.7.0
roma 1.4.2
rpds-py 0.17.1
ruff 0.2.1
safetensors 0.4.2
scikit-image 0.22.0
scikit-learn 1.4.0
scipy 1.12.0
SecretStorage 3.3.1
semantic-version 2.10.0
setuptools 59.6.0
shellingham 1.5.4
shtab 1.6.5
six 1.16.0
sniffio 1.3.0
starlette 0.36.3
sympy 1.12
systemd-python 234
threadpoolctl 3.2.0
tifffile 2024.1.30
tokenizers 0.15.1
tomlkit 0.12.0
toolz 0.12.1
torch 2.2.0+cu118
torchaudio 2.2.0+cu118
torchvision 0.17.0+cu118
tqdm 4.66.2
transformers 4.37.2
trimesh 4.1.3
triton 2.2.0
typer 0.9.0
typing_extensions 4.8.0
typing-inspect 0.9.0
tyro 0.7.2
tzdata 2024.1
ubuntu-advantage-tools 8001
ufw 0.36.1
unattended-upgrades 0.1
urllib3 1.26.13
uvicorn 0.27.1
varname 0.13.0
virtualenv 20.13.0+ds
wadllib 1.3.6
watchdog 4.0.0
websockets 11.0.3
wheel 0.37.1
wrapt 1.16.0
xatlas 0.0.9
xformers 0.0.24+cu118
yarl 1.9.4
zipp 1.0.0

also it doesn't work with the default python installation of ubuntu 22.04, which is 3.10.12. great project, thank you.