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NVlabs / tiny-cuda-nn

Lightning fast C++/CUDA neural network framework
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Manual installation with torch extension fails: parameter packs not expanding after cmake build success #427

Open ForestEco opened 5 months ago

ForestEco commented 5 months ago

I managed to get cmake to build the package after restarting the OS last night. However, the final step to setup the bindings in torch folder with fails.

Please help me understand what to do about the error log going forward. It appears my conda is not accessing torch. Perhaps I need to use pip for this?

tiny-cuda-nn$ cd bindings/torch
tiny-cuda-nn/bindings/torch$ **python setup.py install**

Here is the error report and evidence the cmake build worked:

(base) jsafr@jsafr-ROG-Zephyrus-M16-GU603HM-GU603HM:/media/jsafr/Extreme Pro/U(base) jsafr@jsafr-ROG-Zephyrus-M16-GU603HM-GU603HM:/media/jsafr/Extreme Pro/Ubu ntu Linux/Wonder3D/tiny-cuda-nn$ cmake . -B build -DCMAKE_BUILD_TYPE=RelWith DebInfo -- The CXX compiler identification is GNU 11.4.0 -- The CUDA compiler identification is NVIDIA 11.5.119 -- Detecting CXX compiler ABI info -- Detecting CXX compiler ABI info - done -- Check for working CXX compiler: /usr/bin/c++ - skipped -- Detecting CXX compile features -- Detecting CXX compile features - done -- Detecting CUDA compiler ABI info -- Detecting CUDA compiler ABI info - done -- Check for working CUDA compiler: /usr/bin/nvcc - skipped -- Detecting CUDA compile features -- Detecting CUDA compile features - done -- Obtained CUDA architectures automatically from installed GPUs -- Targeting CUDA architectures: 86 -- Module support is disabled. -- Version: 9.1.1 -- Build type: RelWithDebInfo -- Configuring done -- Generating done -- Build files have been written to: /media/jsafr/Extreme Pro/Ubuntu Linux/Wonder3D/tiny-cuda-nn/build ntu Linux/Wonder3D/tiny-cuda-nn/bindings/torch$ python setup.py install /media/jsafr/Extreme Pro/Ubuntu Linux/Wonder3D/tiny-cuda-nn/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 /home/jsafr/miniconda3/lib/python3.12/site-packages/torch/nn/modules/transformer.py:20: UserWarning: Failed to initialize NumPy: No module named 'numpy' (Triggered internally at ../torch/csrc/utils/tensor_numpy.cpp:84.) device: torch.device = torch.device(torch._C._get_default_device()), # torch.device('cpu'), Building PyTorch extension for tiny-cuda-nn version 1.7 Obtained compute capability 86 from PyTorch nvcc: NVIDIA (R) Cuda compiler driver Copyright (c) 2005-2021 NVIDIA Corporation Built on Thu_Nov_18_09:45:30_PST_2021 Cuda compilation tools, release 11.5, V11.5.119 Build cuda_11.5.r11.5/compiler.30672275_0 Detected CUDA version 11.5 Targeting C++ standard 17 running install /home/jsafr/miniconda3/lib/python3.12/site-packages/setuptools/_distutils/cmd.py:66: SetuptoolsDeprecationWarning: setup.py install is deprecated. !!

    ********************************************************************************
    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() /home/jsafr/miniconda3/lib/python3.12/site-packages/setuptools/_distutils/cmd.py:66: EasyInstallDeprecationWarning: easy_install command is deprecated. !!

    ********************************************************************************
    Please avoid running ``setup.py`` and ``easy_install``.
    Instead, use pypa/build, pypa/installer or other
    standards-based tools.

    See https://github.com/pypa/setuptools/issues/917 for details.
    ********************************************************************************

!! self.initialize_options() running bdist_egg running 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 reading manifest file 'tinycudann.egg-info/SOURCES.txt' writing manifest file 'tinycudann.egg-info/SOURCES.txt' installing library code to build/bdist.linux-x86_64/egg running install_lib running build_py creating build/lib.linux-x86_64-cpython-312 creating build/lib.linux-x86_64-cpython-312/tinycudann copying tinycudann/init.py -> build/lib.linux-x86_64-cpython-312/tinycudann copying tinycudann/modules.py -> build/lib.linux-x86_64-cpython-312/tinycudann copying tinycudann/bindings.cpp -> build/lib.linux-x86_64-cpython-312/tinycudann running build_ext Traceback (most recent call last): File "/media/jsafr/Extreme Pro/Ubuntu Linux/Wonder3D/tiny-cuda-nn/bindings/torch/setup.py", line 189, in setup( File "/home/jsafr/miniconda3/lib/python3.12/site-packages/setuptools/init.py", line 103, in setup return distutils.core.setup(**attrs) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/home/jsafr/miniconda3/lib/python3.12/site-packages/setuptools/_distutils/core.py", line 185, in setup return run_commands(dist) ^^^^^^^^^^^^^^^^^^ File "/home/jsafr/miniconda3/lib/python3.12/site-packages/setuptools/_distutils/core.py", line 201, in run_commands dist.run_commands() File "/home/jsafr/miniconda3/lib/python3.12/site-packages/setuptools/_distutils/dist.py", line 969, in run_commands self.run_command(cmd) File "/home/jsafr/miniconda3/lib/python3.12/site-packages/setuptools/dist.py", line 989, in run_command super().run_command(command) File "/home/jsafr/miniconda3/lib/python3.12/site-packages/setuptools/_distutils/dist.py", line 988, in run_command cmd_obj.run() File "/home/jsafr/miniconda3/lib/python3.12/site-packages/setuptools/command/install.py", line 84, in run self.do_egg_install() File "/home/jsafr/miniconda3/lib/python3.12/site-packages/setuptools/command/install.py", line 132, in do_egg_install self.run_command('bdist_egg') File "/home/jsafr/miniconda3/lib/python3.12/site-packages/setuptools/_distutils/cmd.py", line 318, in run_command self.distribution.run_command(command) File "/home/jsafr/miniconda3/lib/python3.12/site-packages/setuptools/dist.py", line 989, in run_command super().run_command(command) File "/home/jsafr/miniconda3/lib/python3.12/site-packages/setuptools/_distutils/dist.py", line 988, in run_command cmd_obj.run() File "/home/jsafr/miniconda3/lib/python3.12/site-packages/setuptools/command/bdist_egg.py", line 167, in run cmd = self.call_command('install_lib', warn_dir=0) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/home/jsafr/miniconda3/lib/python3.12/site-packages/setuptools/command/bdist_egg.py", line 153, in call_command self.run_command(cmdname) File "/home/jsafr/miniconda3/lib/python3.12/site-packages/setuptools/_distutils/cmd.py", line 318, in run_command self.distribution.run_command(command) File "/home/jsafr/miniconda3/lib/python3.12/site-packages/setuptools/dist.py", line 989, in run_command super().run_command(command) File "/home/jsafr/miniconda3/lib/python3.12/site-packages/setuptools/_distutils/dist.py", line 988, in run_command cmd_obj.run() File "/home/jsafr/miniconda3/lib/python3.12/site-packages/setuptools/command/install_lib.py", line 11, in run self.build() File "/home/jsafr/miniconda3/lib/python3.12/site-packages/setuptools/_distutils/command/install_lib.py", line 111, in build self.run_command('build_ext') File "/home/jsafr/miniconda3/lib/python3.12/site-packages/setuptools/_distutils/cmd.py", line 318, in run_command self.distribution.run_command(command) File "/home/jsafr/miniconda3/lib/python3.12/site-packages/setuptools/dist.py", line 989, in run_command super().run_command(command) File "/home/jsafr/miniconda3/lib/python3.12/site-packages/setuptools/_distutils/dist.py", line 988, in run_command cmd_obj.run() File "/home/jsafr/miniconda3/lib/python3.12/site-packages/setuptools/command/build_ext.py", line 88, in run _build_ext.run(self) File "/home/jsafr/miniconda3/lib/python3.12/site-packages/setuptools/_distutils/command/build_ext.py", line 345, in run self.build_extensions() File "/home/jsafr/miniconda3/lib/python3.12/site-packages/torch/utils/cpp_extension.py", line 523, in build_extensions _check_cuda_version(compiler_name, compiler_version) File "/home/jsafr/miniconda3/lib/python3.12/site-packages/torch/utils/cpp_extension.py", line 414, in _check_cuda_version raise RuntimeError(CUDA_MISMATCH_MESSAGE.format(cuda_str_version, torch.version.cuda)) RuntimeError: The detected CUDA version (11.5) mismatches the version that was used to compile PyTorch (12.1). Please make sure to use the same CUDA versions.

qrcat commented 5 months ago

Your PyTorch version(12.1) mismatches your CUDA version(11.5), please downgrade your pytorch.