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[ICIP2023] TR3D: Towards Real-Time Indoor 3D Object Detection
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Cuda Errors During Installation #17

Closed mostafa501 closed 10 months ago

mostafa501 commented 10 months ago

Hi @filaPro, I tried to use the network, and started using installing required libraries. THere are two methods (manual install and docker file), I started with manual one, but I found too much errors due to versions of libraries and cuda version. After that I tried to use docker file but I always find this error:

"No CUDA runtime is found, using CUDA_HOME='/usr/local/cuda' ERROR: failed to solve: process "/bin/sh -c pip install -U git+https://github.com/NVIDIA/MinkowskiEngine@405b39cb7e68c2ec1b4ac8c4b4ca9fa6fcfcb2fc -v --no-deps --install-option=\"--blas=openblas\" --install-option=\"--force_cuda\"" did not complete successfully: exit code: 1"

Note: my cuda version is 11.1 and cuda version used in docker file is 11.3, is this error due to this? and how can i solve this error?

and is the differenet cuda versions also cause the errors in case of manual install also ?

Thank you so much.

filaPro commented 10 months ago

Is your cuda actually installed at /usr/local/cuda? For some reason MinkowskiEngine installer doesn't see it there.

Can you also attach complete log output?

mostafa501 commented 10 months ago

Hello, I am trying to test a point cloud file (chair.bin) using this script (test_demo.py). After too much time, I finally isntalled all required libraries with cuda and solving all errors apeared, however I got this error which I can not solve. Could you please help me? Thank you

chair_code.zip

da3/envs/TR3D-113/bin/python /media/navlab/GNSS/work/detection/tr3d-main/demo/pcd_demo_used_ok.py /media/navlab/GNSS/work/detection/tr3d/mmdet3d/models/backbones/mink_resnet.py:10: UserWarning: Please follow getting_started.md to install MinkowskiEngine. 'Please followgetting_started.mdto install MinkowskiEngine.') /media/navlab/GNSS/work/detection/tr3d/mmdet3d/models/dense_heads/fcaf3d_head.py:8: UserWarning: Please follow getting_started.md to install MinkowskiEngine. 'Please followgetting_started.mdto install MinkowskiEngine.') /media/navlab/GNSS/work/detection/tr3d/mmdet3d/models/dense_heads/tr3d_head.py:6: UserWarning: Please follow getting_started.md to install MinkowskiEngine. 'Please followgetting_started.mdto install MinkowskiEngine.') /media/navlab/GNSS/work/detection/tr3d/mmdet3d/models/detectors/mink_single_stage.py:8: UserWarning: Please follow getting_started.md to install MinkowskiEngine. 'Please followgetting_started.mdto install MinkowskiEngine.') /media/navlab/GNSS/work/detection/tr3d/mmdet3d/models/detectors/tr3d_ff.py:8: UserWarning: Please follow getting_started.md to install MinkowskiEngine. 'Please followgetting_started.mdto install MinkowskiEngine.') /media/navlab/GNSS/work/detection/tr3d/mmdet3d/models/necks/tr3d_neck.py:7: UserWarning: Please follow getting_started.md to install MinkowskiEngine. 'Please followgetting_started.mdto install MinkowskiEngine.') Traceback (most recent call last): File "/home/navlab/anaconda3/envs/TR3D-113/lib/python3.7/site-packages/mmcv/utils/registry.py", line 69, in build_from_cfg return obj_cls(**args) File "/media/navlab/GNSS/work/detection/tr3d/mmdet3d/models/backbones/mink_resnet.py", line 58, in init self.conv1 = ME.MinkowskiConvolution( NameError: name 'ME' is not defined

During handling of the above exception, another exception occurred:

Traceback (most recent call last): File "/home/navlab/anaconda3/envs/TR3D-113/lib/python3.7/site-packages/mmcv/utils/registry.py", line 69, in build_from_cfg return obj_cls(*args) File "/media/navlab/GNSS/work/detection/tr3d/mmdet3d/models/detectors/mink_single_stage.py", line 43, in init self.backbone = build_backbone(backbone) File "/media/navlab/GNSS/work/detection/tr3d/mmdet3d/models/builder.py", line 34, in build_backbone return BACKBONES.build(cfg) File "/home/navlab/anaconda3/envs/TR3D-113/lib/python3.7/site-packages/mmcv/utils/registry.py", line 237, in build return self.build_func(args, **kwargs, registry=self) File "/home/navlab/anaconda3/envs/TR3D-113/lib/python3.7/site-packages/mmcv/cnn/builder.py", line 27, in build_model_from_cfg return build_from_cfg(cfg, registry, default_args) File "/home/navlab/anaconda3/envs/TR3D-113/lib/python3.7/site-packages/mmcv/utils/registry.py", line 72, in build_from_cfg raise type(e)(f'{obj_cls.name}: {e}') NameError: MinkResNet: name 'ME' is not defined

During handling of the above exception, another exception occurred:

Traceback (most recent call last): File "/media/navlab/GNSS/work/detection/tr3d-main/demo/pcd_demo_used_ok.py", line 34, in main() File "/media/navlab/GNSS/work/detection/tr3d-main/demo/pcd_demo_used_ok.py", line 19, in main model = init_model(args.config, args.checkpoint, device=args.device) File "/media/navlab/GNSS/work/detection/tr3d/mmdet3d/apis/inference.py", line 60, in init_model model = build_model(config.model, test_cfg=config.get('test_cfg')) File "/media/navlab/GNSS/work/detection/tr3d/mmdet3d/models/builder.py", line 122, in build_model return build_detector(cfg, train_cfg=train_cfg, test_cfg=test_cfg) File "/media/navlab/GNSS/work/detection/tr3d/mmdet3d/models/builder.py", line 93, in build_detector cfg, default_args=dict(train_cfg=train_cfg, test_cfg=test_cfg)) File "/home/navlab/anaconda3/envs/TR3D-113/lib/python3.7/site-packages/mmcv/utils/registry.py", line 237, in build return self.build_func(*args, **kwargs, registry=self) File "/home/navlab/anaconda3/envs/TR3D-113/lib/python3.7/site-packages/mmcv/cnn/builder.py", line 27, in build_model_from_cfg return build_from_cfg(cfg, registry, default_args) File "/home/navlab/anaconda3/envs/TR3D-113/lib/python3.7/site-packages/mmcv/utils/registry.py", line 72, in build_from_cfg raise type(e)(f'{obj_cls.name}: {e}') NameError: MinkSingleStage3DDetector: MinkResNet: name 'ME' is not defined

filaPro commented 10 months ago

Your conda environment doesn't see installed MInkowskiEngine. You can check it with import MinkowskiEngine.

mostafa501 commented 10 months ago

ok, thank you for your reply. I tried much methods to solve this error, however I got this error when installing MinkowskiEngine: (TR3D-113) navlab@navlab-ProLiant-DL380-Gen10:~$ pip install MinkowskiEngine Collecting MinkowskiEngine Using cached MinkowskiEngine-0.5.4.tar.gz (246 kB) Preparing metadata (setup.py) ... done Requirement already satisfied: torch in ./anaconda3/envs/TR3D-113/lib/python3.7/site-packages (from MinkowskiEngine) (1.12.1) Requirement already satisfied: numpy in ./anaconda3/envs/TR3D-113/lib/python3.7/site-packages (from MinkowskiEngine) (1.21.5) Requirement already satisfied: typing_extensions in ./anaconda3/envs/TR3D-113/lib/python3.7/site-packages (from torch->MinkowskiEngine) (4.7.1) Building wheels for collected packages: MinkowskiEngine Building wheel for MinkowskiEngine (setup.py) ... error error: subprocess-exited-with-error

× python setup.py bdist_wheel did not run successfully. │ exit code: 1 ╰─> [51 lines of output] WARNING: Skipping MinkowskiEngine as it is not installed.

  | CUDA compilation set         |
  --------------------------------

  Using BLAS=openblas
  Using the default compiler
  running bdist_wheel
  /home/navlab/anaconda3/envs/TR3D-113/lib/python3.7/site-packages/torch/utils/cpp_extension.py:411: UserWarning: Attempted to use ninja as the BuildExtension backend but we could not find ninja.. Falling back to using the slow distutils backend.
    warnings.warn(msg.format('we could not find ninja.'))
  running build
  running build_py
  creating build
  creating build/lib.linux-x86_64-3.7
  creating build/lib.linux-x86_64-3.7/MinkowskiEngine
  copying ./MinkowskiEngine/MinkowskiCommon.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine
  copying ./MinkowskiEngine/MinkowskiKernelGenerator.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine
  copying ./MinkowskiEngine/diagnostics.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine
  copying ./MinkowskiEngine/MinkowskiConvolution.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine
  copying ./MinkowskiEngine/MinkowskiBroadcast.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine
  copying ./MinkowskiEngine/MinkowskiPruning.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine
  copying ./MinkowskiEngine/MinkowskiFunctional.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine
  copying ./MinkowskiEngine/MinkowskiInterpolation.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine
  copying ./MinkowskiEngine/MinkowskiNetwork.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine
  copying ./MinkowskiEngine/MinkowskiNonlinearity.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine
  copying ./MinkowskiEngine/MinkowskiTensor.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine
  copying ./MinkowskiEngine/MinkowskiPooling.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine
  copying ./MinkowskiEngine/MinkowskiUnion.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine
  copying ./MinkowskiEngine/__init__.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine
  copying ./MinkowskiEngine/MinkowskiChannelwiseConvolution.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine
  copying ./MinkowskiEngine/MinkowskiOps.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine
  copying ./MinkowskiEngine/MinkowskiCoordinateManager.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine
  copying ./MinkowskiEngine/sparse_matrix_functions.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine
  copying ./MinkowskiEngine/MinkowskiSparseTensor.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine
  copying ./MinkowskiEngine/MinkowskiNormalization.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine
  copying ./MinkowskiEngine/MinkowskiTensorField.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine
  creating build/lib.linux-x86_64-3.7/MinkowskiEngine/utils
  copying ./MinkowskiEngine/utils/summary.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine/utils
  copying ./MinkowskiEngine/utils/collation.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine/utils
  copying ./MinkowskiEngine/utils/quantization.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine/utils
  copying ./MinkowskiEngine/utils/torchsummary.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine/utils
  copying ./MinkowskiEngine/utils/coords.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine/utils
  copying ./MinkowskiEngine/utils/__init__.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine/utils
  copying ./MinkowskiEngine/utils/init.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine/utils
  copying ./MinkowskiEngine/utils/gradcheck.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine/utils
  creating build/lib.linux-x86_64-3.7/MinkowskiEngine/modules
  copying ./MinkowskiEngine/modules/senet_block.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine/modules
  copying ./MinkowskiEngine/modules/resnet_block.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine/modules
  copying ./MinkowskiEngine/modules/__init__.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine/modules
  running build_ext
  error: [Errno 2] No such file or directory: '/usr/local/cuda/bin/nvcc': '/usr/local/cuda/bin/nvcc'
  [end of output]

note: This error originates from a subprocess, and is likely not a problem with pip. ERROR: Failed building wheel for MinkowskiEngine Running setup.py clean for MinkowskiEngine Failed to build MinkowskiEngine Installing collected packages: MinkowskiEngine Running setup.py install for MinkowskiEngine ... error error: subprocess-exited-with-error

× Running setup.py install for MinkowskiEngine did not run successfully. │ exit code: 1 ╰─> [53 lines of output] WARNING: Skipping MinkowskiEngine as it is not installed.

  | CUDA compilation set         |
  --------------------------------

  Using BLAS=openblas
  Using the default compiler
  running install
  /home/navlab/anaconda3/envs/TR3D-113/lib/python3.7/site-packages/setuptools/command/install.py:37: SetuptoolsDeprecationWarning: setup.py install is deprecated. Use build and pip and other standards-based tools.
    setuptools.SetuptoolsDeprecationWarning,
  running build
  running build_py
  creating build
  creating build/lib.linux-x86_64-3.7
  creating build/lib.linux-x86_64-3.7/MinkowskiEngine
  copying ./MinkowskiEngine/MinkowskiCommon.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine
  copying ./MinkowskiEngine/MinkowskiKernelGenerator.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine
  copying ./MinkowskiEngine/diagnostics.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine
  copying ./MinkowskiEngine/MinkowskiConvolution.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine
  copying ./MinkowskiEngine/MinkowskiBroadcast.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine
  copying ./MinkowskiEngine/MinkowskiPruning.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine
  copying ./MinkowskiEngine/MinkowskiFunctional.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine
  copying ./MinkowskiEngine/MinkowskiInterpolation.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine
  copying ./MinkowskiEngine/MinkowskiNetwork.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine
  copying ./MinkowskiEngine/MinkowskiNonlinearity.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine
  copying ./MinkowskiEngine/MinkowskiTensor.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine
  copying ./MinkowskiEngine/MinkowskiPooling.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine
  copying ./MinkowskiEngine/MinkowskiUnion.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine
  copying ./MinkowskiEngine/__init__.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine
  copying ./MinkowskiEngine/MinkowskiChannelwiseConvolution.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine
  copying ./MinkowskiEngine/MinkowskiOps.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine
  copying ./MinkowskiEngine/MinkowskiCoordinateManager.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine
  copying ./MinkowskiEngine/sparse_matrix_functions.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine
  copying ./MinkowskiEngine/MinkowskiSparseTensor.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine
  copying ./MinkowskiEngine/MinkowskiNormalization.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine
  copying ./MinkowskiEngine/MinkowskiTensorField.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine
  creating build/lib.linux-x86_64-3.7/MinkowskiEngine/utils
  copying ./MinkowskiEngine/utils/summary.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine/utils
  copying ./MinkowskiEngine/utils/collation.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine/utils
  copying ./MinkowskiEngine/utils/quantization.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine/utils
  copying ./MinkowskiEngine/utils/torchsummary.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine/utils
  copying ./MinkowskiEngine/utils/coords.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine/utils
  copying ./MinkowskiEngine/utils/__init__.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine/utils
  copying ./MinkowskiEngine/utils/init.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine/utils
  copying ./MinkowskiEngine/utils/gradcheck.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine/utils
  creating build/lib.linux-x86_64-3.7/MinkowskiEngine/modules
  copying ./MinkowskiEngine/modules/senet_block.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine/modules
  copying ./MinkowskiEngine/modules/resnet_block.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine/modules
  copying ./MinkowskiEngine/modules/__init__.py -> build/lib.linux-x86_64-3.7/MinkowskiEngine/modules
  running build_ext
  /home/navlab/anaconda3/envs/TR3D-113/lib/python3.7/site-packages/torch/utils/cpp_extension.py:411: UserWarning: Attempted to use ninja as the BuildExtension backend but we could not find ninja.. Falling back to using the slow distutils backend.
    warnings.warn(msg.format('we could not find ninja.'))
  error: [Errno 2] No such file or directory: '/usr/local/cuda/bin/nvcc': '/usr/local/cuda/bin/nvcc'
  [end of output]

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

× Encountered error while trying to install package. ╰─> MinkowskiEngine

note: This is an issue with the package mentioned above, not pip. hint: See above for output from the failure. (TR3D-113) navlab@navlab-ProLiant-DL380-Gen10:~$

Although i have insatlled these libraries and cuda: (TR3D-113) navlab@navlab-ProLiant-DL380-Gen10:~$ pip list Package Version Editable project location

absl-py 2.0.0 addict 2.4.0 aliyun-python-sdk-core 2.14.0 aliyun-python-sdk-kms 2.16.2 anyio 3.7.1 argon2-cffi 23.1.0 argon2-cffi-bindings 21.2.0 attrs 23.1.0 backcall 0.2.0 beautifulsoup4 4.12.2 black 23.3.0 bleach 6.0.0 brotlipy 0.7.0 cachetools 5.3.2 certifi 2022.12.7 cffi 1.15.0 chamfer 2.0.0 charset-normalizer 2.0.4 click 8.1.7 colorama 0.4.6 comm 0.1.4 crcmod 1.7 cryptography 39.0.1 cycler 0.11.0 debugpy 1.7.0 decorator 5.1.1 defusedxml 0.7.1 descartes 1.1.0 emd-ext 0.0.0 entrypoints 0.4 exceptiongroup 1.1.3 fastjsonschema 2.18.1 fire 0.5.0 flake8 3.9.2 fonttools 4.38.0 google-auth 2.23.4 google-auth-oauthlib 0.4.6 grpcio 1.59.2 idna 3.4 imageio 2.31.2 importlib-metadata 6.7.0 importlib-resources 5.12.0 iniconfig 2.0.0 ipykernel 6.16.2 ipython 7.34.0 ipython-genutils 0.2.0 ipywidgets 8.1.1 jedi 0.19.1 Jinja2 3.1.2 jmespath 0.10.0 joblib 1.3.2 jsonschema 4.17.3 jupyter 1.0.0 jupyter_client 7.4.9 jupyter-console 6.6.3 jupyter_core 4.12.0 jupyter-server 1.24.0 jupyterlab-pygments 0.2.2 jupyterlab-widgets 3.0.9 kiwisolver 1.4.5 llvmlite 0.36.0 lyft-dataset-sdk 0.0.8 Markdown 3.4.4 markdown-it-py 2.2.0 MarkupSafe 2.1.3 matplotlib 3.5.3 matplotlib-inline 0.1.6 mccabe 0.6.1 mdurl 0.1.2 mistune 3.0.2 mkl-fft 1.3.1 mkl-random 1.2.2 mkl-service 2.4.0 mmcls 0.25.0 mmcv-full 1.6.0 mmdet 2.24.1 mmdet3d 1.0.0rc3 /media/navlab/GNSS/work/detection/tr3d mmsegmentation 0.24.1 model-index 0.1.11 mypy-extensions 1.0.0 nbclassic 1.0.0 nbclient 0.7.4 nbconvert 7.6.0 nbformat 5.8.0 nest-asyncio 1.5.8 networkx 2.2 notebook 6.5.6 notebook_shim 0.2.3 numba 0.53.0 numpy 1.21.5 nuscenes-devkit 1.1.9 oauthlib 3.2.2 opencv-python 4.8.1.78 opendatalab 0.0.10 openmim 0.3.9 openxlab 0.0.10 ordered-set 4.1.0 oss2 2.17.0 packaging 23.2 pandas 1.1.5 pandocfilters 1.5.0 parso 0.8.3 pathspec 0.11.2 pexpect 4.8.0 pickleshare 0.7.5 Pillow 9.4.0 pip 22.3.1 pkgutil_resolve_name 1.3.10 platformdirs 3.11.0 plotly 5.18.0 pluggy 1.2.0 plyfile 0.7.4 prettytable 3.7.0 prometheus-client 0.17.1 prompt-toolkit 3.0.39 protobuf 3.20.3 psutil 5.9.6 ptyprocess 0.7.0 pyasn1 0.5.0 pyasn1-modules 0.3.0 pycocotools 2.0.7 pycodestyle 2.7.0 pycparser 2.21 pycryptodome 3.19.0 pyflakes 2.3.1 Pygments 2.16.1 pyOpenSSL 23.0.0 pyparsing 3.1.1 pyquaternion 0.9.9 pyrsistent 0.19.3 PySocks 1.7.1 pytest 7.4.3 python-dateutil 2.8.2 pytz 2023.3.post1 PyWavelets 1.3.0 PyYAML 6.0.1 pyzmq 24.0.1 qtconsole 5.4.4 QtPy 2.4.1 requests 2.28.2 requests-oauthlib 1.3.1 rich 13.6.0 rsa 4.9 scikit-image 0.19.3 scikit-learn 1.0.2 scipy 1.7.3 Send2Trash 1.8.2 setuptools 60.2.0 shapely 2.0.2 six 1.16.0 sniffio 1.3.0 soupsieve 2.4.1 tabulate 0.9.0 tenacity 8.2.3 tensorboard 2.11.2 tensorboard-data-server 0.6.1 tensorboard-plugin-wit 1.8.1 termcolor 2.3.0 terminado 0.17.1 terminaltables 3.1.10 threadpoolctl 3.1.0 tifffile 2021.11.2 tinycss2 1.2.1 tomli 2.0.1 torch 1.12.1 torchaudio 0.12.1 torchvision 0.13.1 tornado 6.2 tqdm 4.65.2 traitlets 5.9.0 trimesh 2.35.39 typed-ast 1.5.5 typing_extensions 4.7.1 urllib3 1.26.14 wcwidth 0.2.9 webencodings 0.5.1 websocket-client 1.6.1 Werkzeug 2.2.3 wheel 0.38.4 widgetsnbextension 4.0.9 yapf 0.40.2 zipp 3.15.0 (TR3D-113) navlab@navlab-ProLiant-DL380-Gen10:~$

(TR3D-113) navlab@navlab-ProLiant-DL380-Gen10:~$ nvidia-smi Wed Nov 8 14:30:18 2023
+-----------------------------------------------------------------------------+ | NVIDIA-SMI 470.223.02 Driver Version: 470.223.02 CUDA Version: 11.4 | |-------------------------------+----------------------+----------------------+ | GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC | | Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. | | | | MIG M. | |===============================+======================+======================| | 0 Tesla V100-PCIE... Off | 00000000:37:00.0 Off | 0 | | N/A 50C P0 29W / 250W | 9MiB / 32510MiB | 0% Default | | | | N/A | +-------------------------------+----------------------+----------------------+

+-----------------------------------------------------------------------------+ | Processes: | | GPU GI CI PID Type Process name GPU Memory | | ID ID Usage | |=============================================================================| | 0 N/A N/A 45508 G /usr/lib/xorg/Xorg 4MiB | | 0 N/A N/A 46266 G /usr/lib/xorg/Xorg 4MiB | +-----------------------------------------------------------------------------+ (TR3D-113) navlab@navlab-ProLiant-DL380-Gen10:~$

could you please help me how to solve this error to use the network?, sorry for long reply.

filaPro commented 10 months ago

Looks like error speaks for itself: error: [Errno 2] No such file or directory: '/usr/local/cuda/bin/nvcc' .

mostafa501 commented 10 months ago

@filaPro, can you help me solve this error please?

filaPro commented 10 months ago

It is not connected with TR3D or even MinkowskiEngine, just install nvcc for your OS.