[Bug] ImportError: dlopen: cannot load any more object with static TLS

[Q-M-E]

Prerequisite

• I have searched Issues and Discussions but cannot get the expected help.
• The bug has not been fixed in the latest version(https://github.com/open-mmlab/mmengine).

Environment

OrderedDict([('sys.platform', 'linux'), ('Python', '3.8.20 | packaged by conda-forge | (default, Sep 30 2024, 17:52:49) [GCC 13.3.0]'), ('CUDA available', True), ('MUSA available', False), ('numpy_random_seed', 2147483648), ('GPU 0,1,2,3', 'NVIDIA A40'), ('CUDA_HOME', '/usr/local/cuda-11.2'), ('NVCC', 'Cuda compilation tools, release 11.2, V11.2.152'), ('GCC', 'gcc (GCC) 7.3.1 20180303 (Red Hat 7.3.1-5)'), ('PyTorch', '1.10.0+cu111'), ('PyTorch compiling details', 'PyTorch built with:\n - GCC 7.3\n - C++ Version: 201402\n - Intel(R) Math Kernel Library Version 2020.0.0 Product Build 20191122 for Intel(R) 64 architecture applications\n - Intel(R) MKL-DNN v2.2.3 (Git Hash 7336ca9f055cf1bfa13efb658fe15dc9b41f0740)\n - OpenMP 201511 (a.k.a. OpenMP 4.5)\n - LAPACK is enabled (usually provided by MKL)\n - NNPACK is enabled\n - CPU capability usage: AVX512\n - CUDA Runtime 11.1\n - NVCC architecture flags: -gencode;arch=compute_37,code=sm_37;-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\n - CuDNN 8.0.5\n - Magma 2.5.2\n - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.1, CUDNN_VERSION=8.0.5, CXX_COMPILER=/opt/rh/devtoolset-7/root/usr/bin/c++, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -fopenmp -DNDEBUG -DUSE_KINETO -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DSYMBOLICATE_MOBILE_DEBUG_HANDLE -DEDGE_PROFILER_USE_KINETO -O2 -fPIC -Wno-narrowing -Wall -Wextra -Werror=return-type -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-sign-compare -Wno-unused-parameter -Wno-unused-variable -Wno-unused-function -Wno-unused-result -Wno-unused-local-typedefs -Wno-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-stringop-overflow -Wno-psabi -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -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=1.10.0, USE_CUDA=ON, USE_CUDNN=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, \n'), ('TorchVision', '0.11.0+cu111'), ('MMEngine', '0.10.5')])

Reproduces the problem - code sample

File "./tools/train.py", line 6, in
from mmengine.runner import Runner
File "/data1/leichaoran/.conda/envs/mmlab/lib/python3.8/site-packages/mmengine/runner/init.py", line 2, in
from ._flexible_runner import FlexibleRunner
File "/data1/leichaoran/.conda/envs/mmlab/lib/python3.8/site-packages/mmengine/runner/_flexible_runner.py", line 20, in
from mmengine.hooks import Hook
File "/data1/leichaoran/.conda/envs/mmlab/lib/python3.8/site-packages/mmengine/hooks/init.py", line 9, in
from .naive_visualization_hook import NaiveVisualizationHook
File "/data1/leichaoran/.conda/envs/mmlab/lib/python3.8/site-packages/mmengine/hooks/naive_visualization_hook.py", line 5, in
import cv2
File "/data1/leichaoran/.conda/envs/mmlab/lib/python3.8/site-packages/cv2/init.py", line 181, in
bootstrap()
File "/data1/leichaoran/.conda/envs/mmlab/lib/python3.8/site-packages/cv2/init.py", line 153, in bootstrap
native_module = importlib.import_module("cv2")
File "/data1/leichaoran/.conda/envs/mmlab/lib/python3.8/importlib/init.py", line 127, in import_module
return _bootstrap._gcd_import(name[level:], package, level)
ImportError: dlopen: cannot load any more object with static TLS

Reproduces the problem - command or script

CUDA_VISIBLE_DEVICES=0 python ./tools/train.py configs/prfpn/prfpn_r50_4xb2-48k_pascal_voc12-512x512.py --work-dir ./weight/prfpn_r50v1c_voc_prfpn_without_offset_prfpn_headv4_with_offset_withfcn_without_crb_squeeze4-bottom-up-80k/

Reproduces the problem - error message

Traceback (most recent call last):
File "./tools/train.py", line 6, in
from mmengine.runner import Runner
File "/data1/leichaoran/.conda/envs/mmlab/lib/python3.8/site-packages/mmengine/runner/init.py", line 2, in
from ._flexible_runner import FlexibleRunner
File "/data1/leichaoran/.conda/envs/mmlab/lib/python3.8/site-packages/mmengine/runner/_flexible_runner.py", line 20, in
from mmengine.hooks import Hook
File "/data1/leichaoran/.conda/envs/mmlab/lib/python3.8/site-packages/mmengine/hooks/init.py", line 9, in
from .naive_visualization_hook import NaiveVisualizationHook
File "/data1/leichaoran/.conda/envs/mmlab/lib/python3.8/site-packages/mmengine/hooks/naive_visualization_hook.py", line 5, in
import cv2
File "/data1/leichaoran/.conda/envs/mmlab/lib/python3.8/site-packages/cv2/init.py", line 181, in
bootstrap()
File "/data1/leichaoran/.conda/envs/mmlab/lib/python3.8/site-packages/cv2/init.py", line 153, in bootstrap
native_module = importlib.import_module("cv2")
File "/data1/leichaoran/.conda/envs/mmlab/lib/python3.8/importlib/init.py", line 127, in import_module
return _bootstrap._gcd_import(name[level:], package, level)
ImportError: dlopen: cannot load any more object with static TLS

Additional information

No response