fudan-zvg / 4d-gaussian-splatting

[ICLR 2024] Real-time Photorealistic Dynamic Scene Representation and Rendering with 4D Gaussian Splatting
MIT License
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diff-gaussian-rasterization cannot build during training #11

Open pengcanon opened 5 months ago

pengcanon commented 5 months ago

Hello, I'm trying to run your code before digging into the details of the model, but ran into problems when attempting to train on some sample dataset. I've installed everything needed and followed the instructions. But diff_gaussian_rasterization wouldn't build form the train.py script. I also tried building it inside the diff_gaussian_rasterization folder by running python setup.py with no success. This is puzzeling as I'm able to install diff_gaussian_rasterization in my other forked repo such as the original 3d gaussian splatting and a few other 4d GP projects, so i'm sure the dependencies are set correctly.

File "C:\Users\CanonUser\Documents\GitHub\4d-gaussian-splatting2024\train.py", line 17, in from gaussian_renderer import render File "C:\Users\CanonUser\Documents\GitHub\4d-gaussian-splatting2024\gaussian_renderer__init__.py", line 15, in from .diff_gaussian_rasterization import GaussianRasterizationSettings, GaussianRasterizer File "C:\Users\CanonUser\Documents\GitHub\4d-gaussian-splatting2024\gaussian_renderer\diff_gaussian_rasterization.py", line 19, in _C = load( File "C:\Users\CanonUser\AppData\Local\Programs\Python\Python39\lib\site-packages\torch\utils\cpp_extension.py", line 1284, in load return _jit_compile( File "C:\Users\CanonUser\AppData\Local\Programs\Python\Python39\lib\site-packages\torch\utils\cpp_extension.py", line 1509, in _jit_compile _write_ninja_file_and_build_library( File "C:\Users\CanonUser\AppData\Local\Programs\Python\Python39\lib\site-packages\torch\utils\cpp_extension.py", line 1624, in _write_ninja_file_and_build_library _run_ninja_build( File "C:\Users\CanonUser\AppData\Local\Programs\Python\Python39\lib\site-packages\torch\utils\cpp_extension.py", line 1909, in _run_ninja_build raise RuntimeError(message) from e RuntimeError: Error building extension 'diff_gaussian_rasterization'

antithing commented 5 months ago

I had this issue yesterday and solved it by installing CUDA 11.8. It seems that the extension requires that version.

Hope that helps you!

pengcanon commented 5 months ago

I had this issue yesterday and solved it by installing CUDA 11.8. It seems that the extension requires that version.

Hope that helps you!

Thank you for the suggestion. I do have cuda 11.8 installed all time round, but this error persists. I also checked my path and its there too, confirmed by nvcc --version that gives me 11.8. Tried pip install from the command line under the main directory but got a slight more informative error message after successfully lanching setup.py and creating the egg-info folder: " No such file or directory: 'diff_gaussian_rasterization' Any other thoughts?

antithing commented 5 months ago

What happens if you cd into the diff_gaussian_rasterization directory and run:

python setup.py install

pengcanon commented 5 months ago

What happens if you cd into the diff_gaussian_rasterization directory and run:

python setup.py install

This is what I get: running install running bdist_egg running egg_info creating diff_gaussian_rasterization.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 writing manifest file 'diff_gaussian_rasterization.egg-info\SOURCES.txt' error: package directory 'diff_gaussian_rasterization' does not exist

cmh1027 commented 4 months ago

@antithing same here

raven38 commented 4 months ago

I faced same error. After installing ninja with pip install ninja, it was solved.

Fang2896 commented 3 months ago

Finally! I can run the project! About why my project face such error: