ValueError: axes don't match array

[yuyingliu-1]

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/mmpose).

Environment

OrderedDict([('sys.platform', 'linux'), ('Python', '3.8.18 (default, Sep 11 2023, 13:40:15) [GCC 11.2.0]'), ('CUDA available', True), ('MUSA available', False), ('numpy_random_seed', 2147483648), ('GPU 0', 'NVIDIA GeForce RTX 3080'), ('CUDA_HOME', ':/usr/local/cuda'), ('GCC', 'gcc (Ubuntu 9.4.0-1ubuntu1~20.04.2) 9.4.0'), ('PyTorch', '1.10.1+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=1.10.1, 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', '0.11.2+cu111'), ('OpenCV', '4.9.0'), ('MMEngine', '0.10.3'), ('MMPose', '1.0.0+HEAD')])

Reproduces the problem - code sample

python demo/image_demo.py
/mnt/cd43550d-ff7b-4058-a185-a6b1f0bd96ea/key/mmpose/data/frame_0319.jpg
data/hr1.py
work_dirs/hr1/best_coco_AP_epoch_100.pth
--out-file vis_results.jpg
--draw-heatmap

Reproduces the problem - command or script

!python demo/image_demo.py
/mnt/cd43550d-ff7b-4058-a185-a6b1f0bd96ea/key/MMPose_Tutorials-main/2023/0524/mmpose/data/frame_0319.jpg
data/hr1.py
work_dirs/hr1/best_coco_AP_epoch_100.pth
--out-file vis_results.jpg
--draw-heatmap

Reproduces the problem - error message

Loads checkpoint by local backend from path: work_dirs/hr1/best_coco_AP_epoch_100.pth
/home/dell/anaconda3/envs/mmpose/lib/python3.8/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}, '
Traceback (most recent call last):
File "demo/image_demo.py", line 106, in
main()
File "demo/image_demo.py", line 87, in main
results = merge_data_samples(batch_results)
File "/mnt/cd43550d-ff7b-4058-a185-a6b1f0bd96ea/key/mmpose/mmpose/structures/utils.py", line 51, in merge_data_samples
reverted_heatmaps = [
File "/mnt/cd43550d-ff7b-4058-a185-a6b1f0bd96ea/key/mmpose/mmpose/structures/utils.py", line 52, in
revert_heatmap(data_sample.pred_fields.heatmaps,
File "/mnt/cd43550d-ff7b-4058-a185-a6b1f0bd96ea/key/mmpose/mmpose/structures/utils.py", line 113, in revert_heatmap
heatmap = heatmap.transpose(2, 0, 1)
ValueError: axes don't match array

Additional information

No response