demo中的推理跑不起来啊，提示Please check whether "mmdet" is a correct scope, or whether the registry is initialized.

mmcv终于编好了（证明贴在最下面），mmdetection看起来也没报错，但是，验证安装仍然跑不动，，，

这是cpu跑的报错，但是好歹还能看到结果，cuda的根本没结果 (mm_env2) xuqing@dell-PowerEdge-R740:~/projects/mm_env2/mmdetection$ python demo/image_demo.py demo/demo.jpg rtmdet_tiny_8xb32-300e_coco.py --weights rtmdet_tiny_8xb32-300e_coco_20220902_112414-78e30dcc.pth --device cpu Loads checkpoint by local backend from path: rtmdet_tiny_8xb32-300e_coco_20220902_112414-78e30dcc.pth The model and loaded state dict do not match exactly

unexpected key in source state_dict: data_preprocessor.mean, data_preprocessor.std

08/29 11:03:26 - mmengine - WARNING - Failed to search registry with scope "mmdet" in the "function" registry tree. As a workaround, the current "function" registry in "mmengine" is used to build instance. This may cause unexpected failure when running the built modules. Please check whether "mmdet" is a correct scope, or whether the registry is initialized. /home/xuqing/projects/mm_env2/lib/python3.9/site-packages/mmengine/visualization/visualizer.py:196: UserWarning: Failed to add <class 'mmengine.visualization.vis_backend.LocalVisBackend'>, please provide the save_dir argument. warnings.warn(f'Failed to add {vis_backend.class}, ' /home/xuqing/projects/mm_env2/lib/python3.9/site-packages/torch/functional.py:512: UserWarning: torch.meshgrid: in an upcoming release, it will be required to pass the indexing argument. (Triggered internally at ../aten/src/ATen/native/TensorShape.cpp:3587.) return _VF.meshgrid(tensors, **kwargs) # type: ignore[attr-defined] Inference ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
results have been saved at outputs

这是cuda的报错：

(mm_env2) xuqing@dell-PowerEdge-R740:~/projects/mm_env2/mmdetection$ python demo/image_demo.py demo/demo.jpg rtmdet_tiny_8xb32-300e_coco.py --weights rtmdet_tiny_8xb32-300e_coco_20220902_112414-78e30dcc.pth --device cuda Loads checkpoint by local backend from path: rtmdet_tiny_8xb32-300e_coco_20220902_112414-78e30dcc.pth The model and loaded state dict do not match exactly

unexpected key in source state_dict: data_preprocessor.mean, data_preprocessor.std

08/29 11:06:23 - mmengine - WARNING - Failed to search registry with scope "mmdet" in the "function" registry tree. As a workaround, the current "function" registry in "mmengine" is used to build instance. This may cause unexpected failure when running the built modules. Please check whether "mmdet" is a correct scope, or whether the registry is initialized. /home/xuqing/projects/mm_env2/lib/python3.9/site-packages/mmengine/visualization/visualizer.py:196: UserWarning: Failed to add <class 'mmengine.visualization.vis_backend.LocalVisBackend'>, please provide the save_dir argument. warnings.warn(f'Failed to add {vis_backend.class}, ' Inference ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 段错误 (核心已转储)

下面是其他的安装成功证明：

mmcv装好了 (mm_env2) xuqing@dell-PowerEdge-R740:~/projects/mm_env2/mmcv$ python .dev_scripts/check_installation.py Start checking the installation of mmcv ... CPU ops were compiled successfully. CUDA ops were compiled successfully. mmcv has been installed successfully.

Environment information:

sys.platform: linux Python: 3.9.19 (main, Apr 6 2024, 17:57:55) [GCC 11.4.0] CUDA available: True MUSA available: False numpy_random_seed: 2147483648 GPU 0,1: NVIDIA GeForce RTX 4090 CUDA_HOME: /usr/local/cuda-11.8 NVCC: Cuda compilation tools, release 11.8, V11.8.89 GCC: x86_64-linux-gnu-gcc (Ubuntu 11.4.0-1ubuntu1~22.04) 11.4.0 PyTorch: 2.3.0+cu118 PyTorch compiling details: PyTorch built with:

GCC 9.3
C++ Version: 201703
Intel(R) oneAPI Math Kernel Library Version 2022.2-Product Build 20220804 for Intel(R) 64 architecture applications
Intel(R) MKL-DNN v3.3.6 (Git Hash 86e6af5974177e513fd3fee58425e1063e7f1361)
OpenMP 201511 (a.k.a. OpenMP 4.5)
LAPACK is enabled (usually provided by MKL)
NNPACK is enabled
CPU capability usage: AVX512
CUDA Runtime 11.8
NVCC architecture flags: -gencode;arch=compute_50,code=sm_50;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_75,code=sm_75;-gencode;arch=compute_80,code=sm_80;-gencode;arch=compute_86,code=sm_86;-gencode;arch=compute_37,code=sm_37;-gencode;arch=compute_90,code=sm_90
CuDNN 8.9.7
- Built with CuDNN 8.7
Magma 2.6.1
Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.8, CUDNN_VERSION=8.7.0, CXX_COMPILER=/opt/rh/devtoolset-9/root/usr/bin/c++, CXX_FLAGS= -D_GLIBCXX_USE_CXX11_ABI=0 -fabi-version=11 -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -DNDEBUG -DUSE_KINETO -DLIBKINETO_NOROCTRACER -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DSYMBOLICATE_MOBILE_DEBUG_HANDLE -O2 -fPIC -Wall -Wextra -Werror=return-type -Werror=non-virtual-dtor -Werror=bool-operation -Wnarrowing -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-unused-parameter -Wno-unused-function -Wno-unused-result -Wno-strict-overflow -Wno-strict-aliasing -Wno-stringop-overflow -Wsuggest-override -Wno-psabi -Wno-error=pedantic -Wno-error=old-style-cast -Wno-missing-braces -fdiagnostics-color=always -faligned-new -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Werror=format -Wno-stringop-overflow, LAPACK_INFO=mkl, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, TORCH_VERSION=2.3.0, USE_CUDA=ON, USE_CUDNN=ON, USE_CUSPARSELT=1, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_GLOO=ON, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=OFF, USE_NCCL=1, USE_NNPACK=ON, USE_OPENMP=ON, USE_ROCM=OFF, USE_ROCM_KERNEL_ASSERT=OFF,

TorchVision: 0.18.0+cu118 OpenCV: 4.10.0 MMEngine: 0.10.4 MMCV: 2.0.0 MMCV Compiler: GCC 11.4 MMCV CUDA Compiler: 11.8

mmdetection装好了： (mm_env2) xuqing@dell-PowerEdge-R740:~/projects/mm_env2/mmdetection$ pip install -v -e . Using pip 23.0.1 from /home/xuqing/projects/mm_env2/lib/python3.9/site-packages/pip (python 3.9) Looking in indexes: https://pypi.tuna.tsinghua.edu.cn/simple Obtaining file:///home/xuqing/projects/mm_env2/mmdetection Running command python setup.py egg_info running egg_info creating /tmp/pip-pip-egg-info-fx2uhm19/mmdet.egg-info writing /tmp/pip-pip-egg-info-fx2uhm19/mmdet.egg-info/PKG-INFO writing dependency_links to /tmp/pip-pip-egg-info-fx2uhm19/mmdet.egg-info/dependency_links.txt writing requirements to /tmp/pip-pip-egg-info-fx2uhm19/mmdet.egg-info/requires.txt writing top-level names to /tmp/pip-pip-egg-info-fx2uhm19/mmdet.egg-info/top_level.txt writing manifest file '/tmp/pip-pip-egg-info-fx2uhm19/mmdet.egg-info/SOURCES.txt' reading manifest file '/tmp/pip-pip-egg-info-fx2uhm19/mmdet.egg-info/SOURCES.txt' reading manifest template 'MANIFEST.in' warning: no files found matching 'mmdet/VERSION' warning: no files found matching 'mmdet/.mim/demo//' adding license file 'LICENSE' writing manifest file '/tmp/pip-pip-egg-info-fx2uhm19/mmdet.egg-info/SOURCES.txt' Preparing metadata (setup.py) ... done Requirement already satisfied: matplotlib in /home/xuqing/projects/mm_env2/lib/python3.9/site-packages (from mmdet==3.3.0) (3.9.2) Requirement already satisfied: numpy in /home/xuqing/projects/mm_env2/lib/python3.9/site-packages (from mmdet==3.3.0) (1.26.3) Requirement already satisfied: pycocotools in /home/xuqing/projects/mm_env2/lib/python3.9/site-packages (from mmdet==3.3.0) (2.0.8) Requirement already satisfied: scipy in /home/xuqing/projects/mm_env2/lib/python3.9/site-packages (from mmdet==3.3.0) (1.13.1) Requirement already satisfied: shapely in /home/xuqing/projects/mm_env2/lib/python3.9/site-packages (from mmdet==3.3.0) (2.0.6) Requirement already satisfied: six in /home/xuqing/projects/mm_env2/lib/python3.9/site-packages (from mmdet==3.3.0) (1.16.0) Requirement already satisfied: terminaltables in /home/xuqing/projects/mm_env2/lib/python3.9/site-packages (from mmdet==3.3.0) (3.1.10) Requirement already satisfied: tqdm in /home/xuqing/projects/mm_env2/lib/python3.9/site-packages (from mmdet==3.3.0) (4.66.5) Requirement already satisfied: pillow>=8 in /home/xuqing/projects/mm_env2/lib/python3.9/site-packages (from matplotlib->mmdet==3.3.0) (10.2.0) Requirement already satisfied: packaging>=20.0 in /home/xuqing/projects/mm_env2/lib/python3.9/site-packages (from matplotlib->mmdet==3.3.0) (24.1) Requirement already satisfied: python-dateutil>=2.7 in /home/xuqing/projects/mm_env2/lib/python3.9/site-packages (from matplotlib->mmdet==3.3.0) (2.9.0.post0) Requirement already satisfied: cycler>=0.10 in /home/xuqing/projects/mm_env2/lib/python3.9/site-packages (from matplotlib->mmdet==3.3.0) (0.12.1) Requirement already satisfied: kiwisolver>=1.3.1 in /home/xuqing/projects/mm_env2/lib/python3.9/site-packages (from matplotlib->mmdet==3.3.0) (1.4.5) Requirement already satisfied: pyparsing>=2.3.1 in /home/xuqing/projects/mm_env2/lib/python3.9/site-packages (from matplotlib->mmdet==3.3.0) (3.1.4) Requirement already satisfied: contourpy>=1.0.1 in /home/xuqing/projects/mm_env2/lib/python3.9/site-packages (from matplotlib->mmdet==3.3.0) (1.3.0) Requirement already satisfied: importlib-resources>=3.2.0 in /home/xuqing/projects/mm_env2/lib/python3.9/site-packages (from matplotlib->mmdet==3.3.0) (6.4.4) Requirement already satisfied: fonttools>=4.22.0 in /home/xuqing/projects/mm_env2/lib/python3.9/site-packages (from matplotlib->mmdet==3.3.0) (4.53.1) Requirement already satisfied: zipp>=3.1.0 in /home/xuqing/projects/mm_env2/lib/python3.9/site-packages (from importlib-resources>=3.2.0->matplotlib->mmdet==3.3.0) (3.20.1) Installing collected packages: mmdet Attempting uninstall: mmdet Found existing installation: mmdet 3.3.0 Uninstalling mmdet-3.3.0: Removing file or directory /home/xuqing/projects/mm_env2/lib/python3.9/site-packages/mmdet.egg-link Removing pth entries from /home/xuqing/projects/mm_env2/lib/python3.9/site-packages/easy-install.pth: Removing entry: /home/xuqing/projects/mm_env2/mmdetection Successfully uninstalled mmdet-3.3.0 Running setup.py develop for mmdet Running command python setup.py develop running develop running egg_info writing mmdet.egg-info/PKG-INFO writing dependency_links to mmdet.egg-info/dependency_links.txt writing requirements to mmdet.egg-info/requires.txt writing top-level names to mmdet.egg-info/top_level.txt reading manifest file 'mmdet.egg-info/SOURCES.txt' reading manifest template 'MANIFEST.in' warning: no files found matching 'mmdet/VERSION' warning: no files found matching 'mmdet/.mim/demo//' adding license file 'LICENSE' writing manifest file 'mmdet.egg-info/SOURCES.txt' running build_ext Creating /home/xuqing/projects/mm_env2/lib/python3.9/site-packages/mmdet.egg-link (link to .) Adding mmdet 3.3.0 to easy-install.pth file

Installed /home/xuqing/projects/mm_env2/mmdetection

Successfully installed mmdet-3.3.0

open-mmlab / mmdetection

demo中的推理跑不起来啊，提示Please check whether "mmdet" is a correct scope, or whether the registry is initialized. #11927

Environment information: