[Bug] KeyError: 'path' when executing python run.py configs/multimodal/tasks.py --mm-eval

[Jiajia Liao]

Prerequisite

• I have searched Issues and Discussions but cannot get the expected help.
• The bug has not been fixed in the latest version.

Type

I'm evaluating with the officially supported tasks/models/datasets.

Environment

{'CUDA available': True,
'CUDA_HOME': '/usr/local/cuda-11.7',
'GCC': 'gcc (GCC) 8.4.1 20200928 (Anolis 8.4.1-1.0.1)',
'GPU 0,1,2,3,4,5,6,7': 'NVIDIA A100-PCIE-40GB',
'MMEngine': '0.10.3',
'MUSA available': False,
'NVCC': 'Cuda compilation tools, release 11.7, V11.7.99',
'OpenCV': '4.9.0',
'PyTorch': '1.13.1+cu117',
'PyTorch compiling details': 'PyTorch built with:\n'
' - GCC 9.3\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 v2.6.0 (Git Hash '
'52b5f107dd9cf10910aaa19cb47f3abf9b349815)\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: AVX2\n'
' - CUDA Runtime 11.7\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 8.5\n'
' - Magma 2.6.1\n'
' - Build settings: BLAS_INFO=mkl, '
'BUILD_TYPE=Release, CUDA_VERSION=11.7, '
'CUDNN_VERSION=8.5.0, '
'CXX_COMPILER=/opt/rh/devtoolset-9/root/usr/bin/c++, '
'CXX_FLAGS= -fabi-version=11 -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 -Werror=non-virtual-dtor '
'-Wno-missing-field-initializers '
'-Wno-type-limits -Wno-array-bounds '
'-Wno-unknown-pragmas -Wunused-local-typedefs '
'-Wno-unused-parameter -Wno-unused-function '
'-Wno-unused-result -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 '
'-Werror=cast-function-type '
'-Wno-stringop-overflow, LAPACK_INFO=mkl, '
'PERF_WITH_AVX=1, PERF_WITH_AVX2=1, '
'PERF_WITH_AVX512=1, TORCH_VERSION=1.13.1, '
'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, USE_ROCM=OFF, \n',
'Python': '3.10.13 (main, Sep 11 2023, 13:44:35) [GCC 11.2.0]',
'TorchVision': '0.14.1+cu117',
'numpy_random_seed': 2147483648,
'opencompass': '0.2.2+53fe788',
'sys.platform': 'linux'}

Reproduces the problem - code/configuration sample

configs/multimodal/tasks.py
from mmengine.config import read_base

with read_base():
from .minigpt_4.minigpt_4_7b_mmbench import (minigpt_4_mmbench_dataloader,
minigpt_4_mmbench_evaluator,
minigpt_4_mmbench_load_from,
minigpt_4_mmbench_model)

models = [minigpt_4_mmbench_model]
datasets = [minigpt_4_mmbench_dataloader]
evaluators = [minigpt_4_mmbench_evaluator]
load_froms = [minigpt_4_mmbench_load_from]

num_gpus = 8
num_procs = 8
launcher = 'pytorch'

Reproduces the problem - command or script

python run.py configs/multimodal/tasks.py --mm-eval

Reproduces the problem - error message

Traceback (most recent call last):
File "/data/ljj/opencompass/run.py", line 357, in
main()
File "/data/ljj/opencompass/run.py", line 224, in main
cfg = get_config_from_arg(args)
File "/data/ljj/opencompass/opencompass/utils/run.py", line 63, in get_config_from_arg
config['datasets'][i] = make_custom_dataset_config(dataset)
File "/data/ljj/opencompass/opencompass/datasets/custom.py", line 486, in make_custom_dataset_config
meta = parse_example_dataset(config)
File "/data/ljj/opencompass/opencompass/datasets/custom.py", line 430, in parse_example_dataset
path = config['path']
File "/data/anaconda3/envs/opencompass/lib/python3.10/site-packages/mmengine/config/config.py", line 138, in getitem
return self.build_lazy(super().getitem(key))
File "/data/anaconda3/envs/opencompass/lib/python3.10/site-packages/mmengine/config/config.py", line 105, in missing
raise KeyError(name)
KeyError: 'path'

Other information

No response

[Songyang Zhang]

Hi, please try https://github.com/open-compass/VLMEvalKit for VLM evaluation