open-mmlab / mmdetection3d

OpenMMLab's next-generation platform for general 3D object detection.
https://mmdetection3d.readthedocs.io/en/latest/
Apache License 2.0
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[Bug] AttributeError: module 'mmcv' has no attribute 'mkdir_or_exist' #2901

Open engineerJPark opened 7 months ago

engineerJPark commented 7 months ago

Prerequisite

Task

I'm using the official example scripts/configs for the officially supported tasks/models/datasets.

Branch

main branch https://github.com/open-mmlab/mmdetection3d

Environment

sys.platform: linux
Python: 3.8.18 (default, Sep 11 2023, 13:40:15) [GCC 11.2.0]
CUDA available: True
numpy_random_seed: 2147483648
GPU 0,1,2,3,4,5,6,7: NVIDIA RTX A5000
CUDA_HOME: /opt/conda
NVCC: Cuda compilation tools, release 11.6, V11.6.124
GCC: gcc (Ubuntu 7.5.0-3ubuntu1~18.04) 7.5.0
PyTorch: 1.10.0
PyTorch compiling details: PyTorch built with:
  - GCC 7.3
  - C++ Version: 201402
  - Intel(R) oneAPI Math Kernel Library Version 2023.1-Product Build 20230303 for Intel(R) 64 architecture applications
  - Intel(R) MKL-DNN v2.2.3 (Git Hash 7336ca9f055cf1bfa13efb658fe15dc9b41f0740)
  - OpenMP 201511 (a.k.a. OpenMP 4.5)
  - LAPACK is enabled (usually provided by MKL)
  - NNPACK is enabled
  - CPU capability usage: AVX2
  - CUDA Runtime 11.3
  - 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_61,code=sm_61;-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=compute_37
  - CuDNN 8.2
  - Magma 2.5.2
  - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.3, CUDNN_VERSION=8.2.0, 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, 

TorchVision: 0.11.0
OpenCV: 4.8.1
MMEngine: 0.10.1
MMDetection: 3.2.0
MMDetection3D: 1.4.0+962f093
spconv2.0: True

Reproduces the problem - code sample

I just executed the test code to visualize the results through offline, as written in official documentation. But it doesn't seems to output results.pkl, and makes error below when I added the arguements --cfg-options test_evaluator.submission_prefix=sub_results.pkl.

Reproduces the problem - command or script

I run the test code as below.

WANDB_MODE=offline tools/dist_test.sh configs/minkunet/minkunet18_w32_torchsparse_8xb2-amp-15e_semantickitti.py \
work_dirs/minkunet_semantickitti/epoch_15.pth 8 \
--cfg-options test_evaluator.pklfile_prefix=results.pkl test_evaluator.submission_prefix=sub_results.pkl

Reproduces the problem - error message

Traceback (most recent call last):
  File "tools/test.py", line 149, in <module>
    main()
  File "tools/test.py", line 145, in main
    runner.test()
  File "/home/pjs_conda/.conda/envs/mm3d_latest/lib/python3.8/site-packages/mmengine/runner/runner.py", line 1823, in test
    metrics = self.test_loop.run()  # type: ignore
  File "/home/pjs_conda/.conda/envs/mm3d_latest/lib/python3.8/site-packages/mmengine/runner/loops.py", line 438, in run
    metrics = self.evaluator.evaluate(len(self.dataloader.dataset))
  File "/home/pjs_conda/.conda/envs/mm3d_latest/lib/python3.8/site-packages/mmengine/evaluator/evaluator.py", line 79, in evaluate
    _results = metric.evaluate(size)
  File "/home/pjs_conda/.conda/envs/mm3d_latest/lib/python3.8/site-packages/mmengine/evaluator/metric.py", line 133, in evaluate
    _metrics = self.compute_metrics(results)  # type: ignore
  File "/raid/workspace/cvml_user/pjs/mmdetection3d/mmdet3d/evaluation/metrics/seg_metric.py", line 116, in compute_metrics
    self.format_results(results)
  File "/raid/workspace/cvml_user/pjs/mmdetection3d/mmdet3d/evaluation/metrics/seg_metric.py", line 86, in format_results
    mmcv.mkdir_or_exist(submission_prefix)
AttributeError: module 'mmcv' has no attribute 'mkdir_or_exist'

Additional information

No response