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NVlabs / neuralangelo

Official implementation of "Neuralangelo: High-Fidelity Neural Surface Reconstruction" (CVPR 2023)
https://research.nvidia.com/labs/dir/neuralangelo/
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Conda YAML install failing for days #130

Open cthulhu-rises opened 11 months ago

cthulhu-rises commented 11 months ago

Hello, I am very excited to try this project, but I am stuck on the same error no matter what I do. is there an issue with the dependencies in the YAML file? I keep this same output. No amount of tinkering with environmental variables for CUDA path gets past it. If you look you'll notice toward the end it does not detect the CUDA runtime even though I have 11.7 installed, then it looks like it tried to install 11.7 anyway then fails with some error relating to building wheels for tinycuda.

Please see readout below and advise:

(base) C:\Users\AZATHOTH\neuralangelo-main>conda env create --file neuralangelo.yaml
Collecting package metadata (repodata.json): done
Solving environment: done

Downloading and Extracting Packages

Preparing transaction: done
Verifying transaction: done
Executing transaction: done
Installing pip dependencies: / Ran pip subprocess with arguments:
['C:\\Users\\AZATHOTH\\anaconda3\\envs\\neuralangelo\\python.exe', '-m', 'pip', 'install', '-U', '-r', 'C:\\Users\\AZATHOTH\\neuralangelo-main\\condaenv.j9s1np3q.requirements.txt', '--exists-action=b']
Pip subprocess output:
Collecting git+https://github.com/NVlabs/tiny-cuda-nn/#subdirectory=bindings/torch (from -r C:\Users\AZATHOTH\neuralangelo-main\requirements.txt (line 3))
  Cloning https://github.com/NVlabs/tiny-cuda-nn/ to c:\users\azathoth\appdata\local\temp\pip-req-build-7flj1noa
  Resolved https://github.com/NVlabs/tiny-cuda-nn/ to commit bd1f7272eda2bb6047c3dcfb253086dbf41bc593
  Preparing metadata (setup.py): started
  Preparing metadata (setup.py): finished with status 'done'
Collecting addict (from -r C:\Users\AZATHOTH\neuralangelo-main\requirements.txt (line 1))
  Using cached addict-2.4.0-py3-none-any.whl (3.8 kB)
Requirement already satisfied: gdown in c:\users\azathoth\anaconda3\envs\neuralangelo\lib\site-packages (from -r C:\Users\AZATHOTH\neuralangelo-main\requirements.txt (line 2)) (4.7.1)
Requirement already satisfied: gpustat in c:\users\azathoth\anaconda3\envs\neuralangelo\lib\site-packages (from -r C:\Users\AZATHOTH\neuralangelo-main\requirements.txt (line 4)) (1.1.1)
Collecting icecream (from -r C:\Users\AZATHOTH\neuralangelo-main\requirements.txt (line 5))
  Using cached icecream-2.1.3-py2.py3-none-any.whl (8.4 kB)
Collecting imageio-ffmpeg (from -r C:\Users\AZATHOTH\neuralangelo-main\requirements.txt (line 6))
  Obtaining dependency information for imageio-ffmpeg from https://files.pythonhosted.org/packages/c6/01/716106099e48c4f419876d5814679a94dd7d6f441217c97c1b608123c6bb/imageio_ffmpeg-0.4.9-py3-none-win_amd64.whl.metadata
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Collecting imutils (from -r C:\Users\AZATHOTH\neuralangelo-main\requirements.txt (line 7))
  Using cached imutils-0.5.4-py3-none-any.whl
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Collecting mediapy (from -r C:\Users\AZATHOTH\neuralangelo-main\requirements.txt (line 13))
  Obtaining dependency information for mediapy from https://files.pythonhosted.org/packages/22/e8/63417295c027d2b4ee475798168e21b7f3265304e0ca77b9d65b5e8aff05/mediapy-1.1.9-py3-none-any.whl.metadata
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Collecting nvidia-ml-py3 (from -r C:\Users\AZATHOTH\neuralangelo-main\requirements.txt (line 14))
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Collecting opencv-python-headless (from -r C:\Users\AZATHOTH\neuralangelo-main\requirements.txt (line 16))
  Obtaining dependency information for opencv-python-headless from https://files.pythonhosted.org/packages/70/78/7a13730745684584db53e8aa3c3bd84beef2dcb32bebf627bda0d6df461e/opencv_python_headless-4.8.0.76-cp37-abi3-win_amd64.whl.metadata
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Collecting OpenEXR (from -r C:\Users\AZATHOTH\neuralangelo-main\requirements.txt (line 17))
  Obtaining dependency information for OpenEXR from https://files.pythonhosted.org/packages/91/38/68fa28ab72ffc668f1bccf0e2e1808b12e811bd3255bc5561e159a1e5d35/OpenEXR-1.3.9-cp38-cp38-win_amd64.whl.metadata
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Collecting pathlib (from -r C:\Users\AZATHOTH\neuralangelo-main\requirements.txt (line 18))
  Using cached pathlib-1.0.1-py3-none-any.whl (14 kB)
Requirement already satisfied: pillow in c:\users\azathoth\anaconda3\envs\neuralangelo\lib\site-packages (from -r C:\Users\AZATHOTH\neuralangelo-main\requirements.txt (line 19)) (9.4.0)
Collecting pillow (from -r C:\Users\AZATHOTH\neuralangelo-main\requirements.txt (line 19))
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Collecting plotly (from -r C:\Users\AZATHOTH\neuralangelo-main\requirements.txt (line 20))
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Collecting pyequilib (from -r C:\Users\AZATHOTH\neuralangelo-main\requirements.txt (line 21))
  Obtaining dependency information for pyequilib from https://files.pythonhosted.org/packages/e3/22/424bf46380bb26b4b4adfa1bd06f2386164b7669be00488abd2a994ff017/pyequilib-0.5.7-py3-none-any.whl.metadata
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Collecting pyexr (from -r C:\Users\AZATHOTH\neuralangelo-main\requirements.txt (line 22))
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Collecting pyquaternion (from -r C:\Users\AZATHOTH\neuralangelo-main\requirements.txt (line 24))
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Requirement already satisfied: pyyaml in c:\users\azathoth\anaconda3\envs\neuralangelo\lib\site-packages (from -r C:\Users\AZATHOTH\neuralangelo-main\requirements.txt (line 25)) (6.0.1)
Requirement already satisfied: requests in c:\users\azathoth\anaconda3\envs\neuralangelo\lib\site-packages (from -r C:\Users\AZATHOTH\neuralangelo-main\requirements.txt (line 26)) (2.31.0)
Collecting scikit-image (from -r C:\Users\AZATHOTH\neuralangelo-main\requirements.txt (line 27))
  Obtaining dependency information for scikit-image from https://files.pythonhosted.org/packages/d7/d1/a4c715ad640c9eb0daaa77c4ce561b06e086bec44cbc79083e3548b00b76/scikit_image-0.21.0-cp38-cp38-win_amd64.whl.metadata
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Collecting scikit-video (from -r C:\Users\AZATHOTH\neuralangelo-main\requirements.txt (line 28))
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Requirement already satisfied: scipy in c:\users\azathoth\anaconda3\envs\neuralangelo\lib\site-packages (from -r C:\Users\AZATHOTH\neuralangelo-main\requirements.txt (line 29)) (1.10.1)
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Collecting termcolor (from -r C:\Users\AZATHOTH\neuralangelo-main\requirements.txt (line 32))
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Collecting trimesh (from -r C:\Users\AZATHOTH\neuralangelo-main\requirements.txt (line 34))
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Collecting wandb (from -r C:\Users\AZATHOTH\neuralangelo-main\requirements.txt (line 35))
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Requirement already satisfied: filelock in c:\users\azathoth\anaconda3\envs\neuralangelo\lib\site-packages (from gdown->-r C:\Users\AZATHOTH\neuralangelo-main\requirements.txt (line 2)) (3.12.4)
Requirement already satisfied: six in c:\users\azathoth\anaconda3\envs\neuralangelo\lib\site-packages (from gdown->-r C:\Users\AZATHOTH\neuralangelo-main\requirements.txt (line 2)) (1.16.0)
Requirement already satisfied: beautifulsoup4 in c:\users\azathoth\anaconda3\envs\neuralangelo\lib\site-packages (from gdown->-r C:\Users\AZATHOTH\neuralangelo-main\requirements.txt (line 2)) (4.12.2)
Requirement already satisfied: nvidia-ml-py>=11.450.129 in c:\users\azathoth\anaconda3\envs\neuralangelo\lib\site-packages (from gpustat->-r C:\Users\AZATHOTH\neuralangelo-main\requirements.txt (line 4)) (12.535.108)
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Collecting ipywidgets<9.0.0,>=7.0.0 (from k3d->-r C:\Users\AZATHOTH\neuralangelo-main\requirements.txt (line 9))
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Building wheels for collected packages: tinycudann
  Building wheel for tinycudann (setup.py): started
  Building wheel for tinycudann (setup.py): finished with status 'error'
  Running setup.py clean for tinycudann
Failed to build tinycudann

Pip subprocess error:
  Running command git clone --filter=blob:none --quiet https://github.com/NVlabs/tiny-cuda-nn/ 'C:\Users\AZATHOTH\AppData\Local\Temp\pip-req-build-7flj1noa'
  Running command git submodule update --init --recursive -q
  error: subprocess-exited-with-error

  × python setup.py bdist_wheel did not run successfully.
  │ exit code: 1
  ╰─> [76 lines of output]
      C:\Users\AZATHOTH\AppData\Local\Temp\pip-req-build-7flj1noa\bindings/torch\setup.py:5: DeprecationWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html
        from pkg_resources import parse_version
      No CUDA runtime is found, using CUDA_HOME='C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.7'
      Building PyTorch extension for tiny-cuda-nn version 1.7
      Obtained compute capabilities [86] from environment variable TCNN_CUDA_ARCHITECTURES
      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
      Detected CUDA version 11.7
      Targeting C++ standard 17
      running bdist_wheel
      running build
      running build_py
      creating build
      creating build\lib.win-amd64-cpython-38
      creating build\lib.win-amd64-cpython-38\tinycudann
      copying tinycudann\modules.py -> build\lib.win-amd64-cpython-38\tinycudann
      copying tinycudann\__init__.py -> build\lib.win-amd64-cpython-38\tinycudann
      running egg_info
      creating tinycudann.egg-info
      writing tinycudann.egg-info\PKG-INFO
      writing dependency_links to tinycudann.egg-info\dependency_links.txt
      writing top-level names to tinycudann.egg-info\top_level.txt
      writing manifest file 'tinycudann.egg-info\SOURCES.txt'
      reading manifest file 'tinycudann.egg-info\SOURCES.txt'
      writing manifest file 'tinycudann.egg-info\SOURCES.txt'
      copying tinycudann\bindings.cpp -> build\lib.win-amd64-cpython-38\tinycudann
      running build_ext
      Traceback (most recent call last):
        File "<string>", line 2, in <module>
        File "<pip-setuptools-caller>", line 34, in <module>
        File "C:\Users\AZATHOTH\AppData\Local\Temp\pip-req-build-7flj1noa\bindings/torch\setup.py", line 189, in <module>
          setup(
        File "C:\Users\AZATHOTH\anaconda3\envs\neuralangelo\lib\site-packages\setuptools\__init__.py", line 103, in setup
          return distutils.core.setup(**attrs)
        File "C:\Users\AZATHOTH\anaconda3\envs\neuralangelo\lib\site-packages\setuptools\_distutils\core.py", line 185, in setup
          return run_commands(dist)
        File "C:\Users\AZATHOTH\anaconda3\envs\neuralangelo\lib\site-packages\setuptools\_distutils\core.py", line 201, in run_commands
          dist.run_commands()
        File "C:\Users\AZATHOTH\anaconda3\envs\neuralangelo\lib\site-packages\setuptools\_distutils\dist.py", line 969, in run_commands
          self.run_command(cmd)
        File "C:\Users\AZATHOTH\anaconda3\envs\neuralangelo\lib\site-packages\setuptools\dist.py", line 989, in run_command
          super().run_command(command)
        File "C:\Users\AZATHOTH\anaconda3\envs\neuralangelo\lib\site-packages\setuptools\_distutils\dist.py", line 988, in run_command
          cmd_obj.run()
        File "C:\Users\AZATHOTH\anaconda3\envs\neuralangelo\lib\site-packages\wheel\bdist_wheel.py", line 364, in run
          self.run_command("build")
        File "C:\Users\AZATHOTH\anaconda3\envs\neuralangelo\lib\site-packages\setuptools\_distutils\cmd.py", line 318, in run_command
          self.distribution.run_command(command)
        File "C:\Users\AZATHOTH\anaconda3\envs\neuralangelo\lib\site-packages\setuptools\dist.py", line 989, in run_command
          super().run_command(command)
        File "C:\Users\AZATHOTH\anaconda3\envs\neuralangelo\lib\site-packages\setuptools\_distutils\dist.py", line 988, in run_command
          cmd_obj.run()
        File "C:\Users\AZATHOTH\anaconda3\envs\neuralangelo\lib\site-packages\setuptools\_distutils\command\build.py", line 131, in run
          self.run_command(cmd_name)
        File "C:\Users\AZATHOTH\anaconda3\envs\neuralangelo\lib\site-packages\setuptools\_distutils\cmd.py", line 318, in run_command
          self.distribution.run_command(command)
        File "C:\Users\AZATHOTH\anaconda3\envs\neuralangelo\lib\site-packages\setuptools\dist.py", line 989, in run_command
          super().run_command(command)
        File "C:\Users\AZATHOTH\anaconda3\envs\neuralangelo\lib\site-packages\setuptools\_distutils\dist.py", line 988, in run_command
          cmd_obj.run()
        File "C:\Users\AZATHOTH\anaconda3\envs\neuralangelo\lib\site-packages\setuptools\command\build_ext.py", line 88, in run
          _build_ext.run(self)
        File "C:\Users\AZATHOTH\anaconda3\envs\neuralangelo\lib\site-packages\setuptools\_distutils\command\build_ext.py", line 345, in run
          self.build_extensions()
        File "C:\Users\AZATHOTH\anaconda3\envs\neuralangelo\lib\site-packages\torch\utils\cpp_extension.py", line 499, in build_extensions
          _check_cuda_version(compiler_name, compiler_version)
        File "C:\Users\AZATHOTH\anaconda3\envs\neuralangelo\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\AZATHOTH\anaconda3\envs\neuralangelo\lib\site-packages\pkg_resources\_vendor\packaging\version.py", line 52, in parse
          return Version(version)
        File "C:\Users\AZATHOTH\anaconda3\envs\neuralangelo\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 tinycudann
ERROR: Could not build wheels for tinycudann, which is required to install pyproject.toml-based projects

failed

CondaEnvException: Pip failed
cthulhu-rises commented 10 months ago

I still think I was correct. I followed the below tutorial and he modifies the YAML file right before I would get this error, and the same modification fixed my problem.

https://www.youtube.com/watch?v=NEF5bGyTqmk