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M-3LAB / Real3D-AD

[NeurIPS 2023] Offical code for <Real3D-AD: A Dataset of Point Cloud Anomaly Detection>. A 3D point cloud anomaly detection dataset and benchmark.
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about setting environment #7

Closed wangwei83 closed 5 months ago

wangwei83 commented 5 months ago

When I excute code:

conda env create -f real3dad.yaml

there are some errors.

Can you supply any general or stepbystep information again? Thanks.

wangwei83 commented 5 months ago

The error log is as follow, ``(base) wangwei-uestc@user-SYS-4029GP-TRT:/datadisk/wangwei/Real3D-AD$ conda env create -f real3dad.yaml Collecting package metadata (repodata.json): / WARNING conda.models.version:get_matcher(537): Using . with relational operator is superfluous and deprecated and will be removed in a future version of conda. Your spec was 1.6.0., but conda is ignoring the . and treating it as 1.6.0 WARNING conda.models.version:get_matcher(537): Using . with relational operator is superfluous and deprecated and will be removed in a future version of conda. Your spec was 1.9.0., but conda is ignoring the . and treating it as 1.9.0 WARNING conda.models.version:get_matcher(537): Using . with relational operator is superfluous and deprecated and will be removed in a future version of conda. Your spec was 1.8.0., but conda is ignoring the . and treating it as 1.8.0 WARNING conda.models.version:get_matcher(537): Using . with relational operator is superfluous and deprecated and will be removed in a future version of conda. Your spec was 1.7.1., but conda is ignoring the . and treating it as 1.7.1 done Solving environment: done

==> WARNING: A newer version of conda exists. <== current version: 4.9.2 latest version: 24.5.0

Please update conda by running

$ conda update -n base -c defaults conda

Downloading and Extracting Packages readline-8.2 | 357 KB | ###################################################################################################################### | 100% lcms2-2.12 | 312 KB | ###################################################################################################################### | 100% nettle-3.7.3 | 809 KB | ###################################################################################################################### | 100% libunistring-0.9.10 | 536 KB | ###################################################################################################################### | 100% blas-1.0 | 1 KB | ###################################################################################################################### | 100% libstdcxx-ng-11.2.0 | 4.7 MB | ###################################################################################################################### | 100% ncurses-6.4 | 914 KB | ###################################################################################################################### | 100% gmp-6.2.1 | 544 KB | ###################################################################################################################### | 100% openh264-2.1.1 | 711 KB | ###################################################################################################################### | 100% libpng-1.6.39 | 304 KB | ###################################################################################################################### | 100% lame-3.100 | 323 KB | ###################################################################################################################### | 100% gnutls-3.6.15 | 1.0 MB | ###################################################################################################################### | 100% libgomp-11.2.0 | 474 KB | ###################################################################################################################### | 100% freetype-2.12.1 | 626 KB | ###################################################################################################################### | 100% libgcc-ng-11.2.0 | 5.3 MB | ###################################################################################################################### | 100% _libgcc_mutex-0.1 | 2 KB | ###################################################################################################################### | 100% _openmp_mutex-5.1 | 21 KB | ###################################################################################################################### | 100% ld_impl_linux-64-2.3 | 654 KB | ###################################################################################################################### | 100% Preparing transaction: done Verifying transaction: done Executing transaction: done Installing pip dependencies: | Ran pip subprocess with arguments: ['/home/wangwei-uestc/anaconda3/envs/real3dad/bin/python', '-m', 'pip', 'install', '-U', '-r', '/datadisk/wangwei/Real3D-AD/condaenv.e2qv7vu1.requirements.txt'] Pip subprocess output: Collecting absl-py==1.4.0 Using cached absl_py-1.4.0-py3-none-any.whl (126 kB) Collecting addict==2.4.0 Using cached addict-2.4.0-py3-none-any.whl (3.8 kB) Collecting asttokens==2.2.1 Using cached asttokens-2.2.1-py2.py3-none-any.whl (26 kB) Collecting backcall==0.2.0 Using cached backcall-0.2.0-py2.py3-none-any.whl (11 kB) Collecting cachetools==5.3.0 Using cached cachetools-5.3.0-py3-none-any.whl (9.3 kB) Collecting charset-normalizer==3.1.0 Using cached charset_normalizer-3.1.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (195 kB) Collecting click==8.1.3 Using cached click-8.1.3-py3-none-any.whl (96 kB) Collecting cmake==3.26.0 Using cached cmake-3.26.0-py2.py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl (24.0 MB) Collecting comm==0.1.2 Using cached comm-0.1.2-py3-none-any.whl (6.5 kB) Collecting configargparse==1.5.3 Using cached ConfigArgParse-1.5.3-py3-none-any.whl (20 kB) Collecting contourpy==1.0.7 Using cached contourpy-1.0.7-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (300 kB) Collecting cycler==0.11.0 Using cached cycler-0.11.0-py3-none-any.whl (6.4 kB) Collecting dash==2.9.1 Using cached dash-2.9.1-py3-none-any.whl (10.2 MB) Collecting dash-core-components==2.0.0 Using cached dash_core_components-2.0.0-py3-none-any.whl (3.8 kB) Collecting dash-html-components==2.0.0 Using cached dash_html_components-2.0.0-py3-none-any.whl (4.1 kB) Collecting dash-table==5.0.0 Using cached dash_table-5.0.0-py3-none-any.whl (3.9 kB) Collecting debugpy==1.6.6 Using cached debugpy-1.6.6-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (3.1 MB) Collecting decorator==5.1.1 Using cached decorator-5.1.1-py3-none-any.whl (9.1 kB) Collecting executing==1.2.0 Using cached executing-1.2.0-py2.py3-none-any.whl (24 kB) Collecting faiss-gpu==1.7.2 Using cached faiss_gpu-1.7.2-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (85.5 MB) Collecting fastjsonschema==2.16.3 Using cached fastjsonschema-2.16.3-py3-none-any.whl (23 kB) Collecting flask==2.2.3 Using cached Flask-2.2.3-py3-none-any.whl (101 kB) Collecting fonttools==4.39.2 Using cached fonttools-4.39.2-py3-none-any.whl (1.0 MB) Collecting google-auth==2.16.2 Using cached google_auth-2.16.2-py2.py3-none-any.whl (177 kB) Collecting google-auth-oauthlib==1.0.0 Using cached google_auth_oauthlib-1.0.0-py2.py3-none-any.whl (18 kB) Collecting grpcio==1.51.3 Using cached grpcio-1.51.3-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (4.8 MB) Collecting huggingface-hub==0.13.2 Using cached huggingface_hub-0.13.2-py3-none-any.whl (199 kB) Collecting idna==3.4 Using cached idna-3.4-py3-none-any.whl (61 kB) Collecting imageio==2.26.0 Using cached imageio-2.26.0-py3-none-any.whl (3.4 MB) Collecting importlib-metadata==6.1.0 Using cached importlib_metadata-6.1.0-py3-none-any.whl (21 kB) Collecting importlib-resources==5.12.0 Using cached importlib_resources-5.12.0-py3-none-any.whl (36 kB) Collecting ipykernel==6.21.3 Using cached ipykernel-6.21.3-py3-none-any.whl (149 kB) Collecting ipython==8.11.0 Using cached ipython-8.11.0-py3-none-any.whl (793 kB) Collecting ipywidgets==8.0.4 Using cached ipywidgets-8.0.4-py3-none-any.whl (137 kB) Collecting itsdangerous==2.1.2 Using cached itsdangerous-2.1.2-py3-none-any.whl (15 kB) Collecting jedi==0.18.2 Using cached jedi-0.18.2-py2.py3-none-any.whl (1.6 MB) Collecting jinja2==3.1.2 Using cached Jinja2-3.1.2-py3-none-any.whl (133 kB) Collecting joblib==1.2.0 Using cached joblib-1.2.0-py3-none-any.whl (297 kB) Collecting jupyter-client==8.0.3 Using cached jupyter_client-8.0.3-py3-none-any.whl (102 kB) Collecting jupyter-core==5.3.0 Using cached jupyter_core-5.3.0-py3-none-any.whl (93 kB) Collecting jupyterlab-widgets==3.0.5 Using cached jupyterlab_widgets-3.0.5-py3-none-any.whl (384 kB) Collecting kiwisolver==1.4.4 Using cached kiwisolver-1.4.4-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.whl (1.2 MB)

Pip subprocess error: ERROR: Ignored the following versions that require a different python version: 1.2.0 Requires-Python >=3.9; 1.2.1 Requires-Python >=3.9; 1.2.1rc1 Requires-Python >=3.9; 8.13.1 Requires-Python >=3.9; 8.13.2 Requires-Python >=3.9; 8.14.0 Requires-Python >=3.9; 8.15.0 Requires-Python >=3.9; 8.16.0 Requires-Python >=3.9; 8.16.1 Requires-Python >=3.9; 8.17.0 Requires-Python >=3.9; 8.17.1 Requires-Python >=3.9; 8.17.2 Requires-Python >=3.9; 8.18.0 Requires-Python >=3.9; 8.18.1 Requires-Python >=3.9; 8.19.0 Requires-Python >=3.10; 8.20.0 Requires-Python >=3.10; 8.21.0 Requires-Python >=3.10; 8.22.0 Requires-Python >=3.10; 8.22.1 Requires-Python >=3.10; 8.22.2 Requires-Python >=3.10; 8.23.0 Requires-Python >=3.10; 8.24.0 Requires-Python >=3.10 ERROR: Could not find a version that satisfies the requirement knn-cuda==0.2 (from versions: none) ERROR: No matching distribution found for knn-cuda==0.2 failed

CondaEnvException: Pip failed

(base) wangwei-uestc@user-SYS-4029GP-TRT:/datadisk/wangwei/Real3D-AD$

shirowalker commented 5 months ago

When I excute code:

conda env create -f real3dad.yaml

there are some errors.

Can you supply any general or stepbystep again? Thanks.

The most import point is to install point2_ops_lib. I install it follow M3DM(https://github.com/nomewang/M3DM). But I'm not sure how to install it well in different operation system. Here is a conda environment (https://drive.google.com/file/d/1NozIUAj84oMoa9eomZ6b-sZI032sv30r/view?usp=drive_link). Hope it can help you.