Repository: open-compass/opencompass
Issue: [Bug] AttributeError: 'ConfigDict' object has no attribute 'reader_cfg'
Root cause: Configuration Error

### 先决条件

- [X] 我已经搜索过 [问题](https://github.com/open-compass/opencompass/issues/) 和 [讨论](https://github.com/open-compass/opencompass/discussions) 但未得到预期的帮助。
- [X] 错误在 [最新版本](https://github.com/open-compass/opencompass) 中尚未被修复。

### 问题类型

我正在使用官方支持的任务/模型/数据集进行评估。

### 环境

{'CUDA available': False,
 'GCC': 'n/a',
 'MMEngine': '0.10.5',
 'MSVC': '用于 x64 的 Microsoft (R) C/C++ 优化编译器 19.29.30141 版',
 'MUSA available': False,
 'OpenCV': '4.10.0',
 'PyTorch': '2.4.1+cpu',
 'PyTorch compiling details': 'PyTorch built with:\n'
                              '  - C++ Version: 201703\n'
                              '  - MSVC 192930154\n'
                              '  - Intel(R) oneAPI Math Kernel Library Version '
                              '2024.2.1-Product Build 20240722 for Intel(R) 64 '
                              'architecture applications\n'
                              '  - Intel(R) MKL-DNN v3.4.2 (Git Hash '
                              '1137e04ec0b5251ca2b4400a4fd3c667ce843d67)\n'
                              '  - OpenMP 2019\n'
                              '  - LAPACK is enabled (usually provided by '
                              'MKL)\n'
                              '  - CPU capability usage: AVX2\n'
                              '  - Build settings: BLAS_INFO=mkl, '
                              'BUILD_TYPE=Release, '
                              'CXX_COMPILER=C:/actions-runner/_work/pytorch/pytorch/builder/windows/tmp_bin/sccache-cl.exe, '
                              'CXX_FLAGS=/DWIN32 /D_WINDOWS /GR /EHsc '
                              '/Zc:__cplusplus /bigobj /FS /utf-8 '
                              '-DUSE_PTHREADPOOL -DNDEBUG -DUSE_KINETO '
                              '-DLIBKINETO_NOCUPTI -DLIBKINETO_NOROCTRACER '
                              '-DUSE_FBGEMM -DUSE_XNNPACK '
                              '-DSYMBOLICATE_MOBILE_DEBUG_HANDLE /wd4624 '
                              '/wd4068 /wd4067 /wd4267 /wd4661 /wd4717 /wd4244 '
                              '/wd4804 /wd4273, LAPACK_INFO=mkl, '
                              'PERF_WITH_AVX=1, PERF_WITH_AVX2=1, '
                              'PERF_WITH_AVX512=1, TORCH_VERSION=2.4.1, '
                              'USE_CUDA=0, USE_CUDNN=OFF, USE_CUSPARSELT=OFF, '
                              'USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, '
                              'USE_GLOG=OFF, USE_GLOO=ON, USE_MKL=ON, '
                              'USE_MKLDNN=ON, USE_MPI=OFF, USE_NCCL=OFF, '
                              'USE_NNPACK=OFF, USE_OPENMP=ON, USE_ROCM=OFF, '
                              'USE_ROCM_KERNEL_ASSERT=OFF, \n',
 'Python': '3.10.15 | packaged by Anaconda, Inc. | (main, Oct  3 2024, '
           '07:22:19) [MSC v.1929 64 bit (AMD64)]',
 'TorchVision': '0.19.1+cpu',
 'lmdeploy': "not installed:No module named 'lmdeploy'",
 'numpy_random_seed': 2147483648,
 'opencompass': '0.3.3+22a4e76',
 'sys.platform': 'win32',
 'transformers': '4.45.2'}

### 重现问题 - 代码/配置示例

from mmengine.config import read_base

with read_base():
    from .datasets.asp.demo_dataset import asp_demo_datasets
    from .models.openai.asp_info_api import models as asp_info_api_models

datasets = asp_demo_datasets
models = asp_info_api_models


from opencompass.datasets.custom import CustomDataset

asp_demo_datasets = [
    dict(
        type=CustomDataset,
        abbr='asp_demo',
        path='demo_eval_data.jsonl'
    )
]

from opencompass.models import OpenAISDK

api_meta_template = dict(round=[
    dict(role='HUMAN', api_role='HUMAN'),
    dict(role='BOT', api_role='BOT', generate=True),
], )

models = [
    dict(abbr='asp_info_api',
        type=OpenAISDK, 
        openai_api_base="http://xxx:xxx/v1/chat/completions",
        path='72B-Chat',
        key='st-*', 
        meta_template=api_meta_template,
        query_per_second=1,
        batch_size=1,
        temperature=0.01,
        max_completion_tokens=8192,
        verbose=True),
]

### 重现问题 - 命令或脚本

python run.py configs/eval_asp_audit.py --debug

### 重现问题 - 错误信息

signal.SIGALRM is not available on this platform
signal.SIGALRM is not available on this platform
10/09 15:15:13 - OpenCompass - INFO - Current exp folder: outputs\default\20241009_151513
10/09 15:15:13 - OpenCompass - WARNING - SlurmRunner is not used, so the partition argument is ignored.
Traceback (most recent call last):
  File "D:\miniconda3\envs\audit_llm_eval\lib\site-packages\mmengine\config\config.py", line 109, in __getattr__
    value = super().__getattr__(name)
  File "D:\miniconda3\envs\audit_llm_eval\lib\site-packages\addict\addict.py", line 67, in __getattr__
    return self.__getitem__(item)
  File "D:\miniconda3\envs\audit_llm_eval\lib\site-packages\mmengine\config\config.py", line 138, in __getitem__
    return self.build_lazy(super().__getitem__(key))
  File "D:\miniconda3\envs\audit_llm_eval\lib\site-packages\mmengine\config\config.py", line 105, in __missing__
    raise KeyError(name)
KeyError: 'reader_cfg'

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
  File "D:\python_src\eval_opencompass\run.py", line 4, in <module>
    main()
  File "D:\python_src\eval_opencompass\opencompass\cli\main.py", line 299, in main
    tasks = partitioner(cfg)
  File "D:\python_src\eval_opencompass\opencompass\partitioners\base.py", line 83, in __call__
    tasks = self.partition(**model_and_dataset_args,
  File "D:\python_src\eval_opencompass\opencompass\partitioners\num_worker.py", line 69, in partition
    dataset_size = self.get_size(dataset)
  File "D:\python_src\eval_opencompass\opencompass\partitioners\num_worker.py", line 134, in get_size
    test_range = dataset.reader_cfg.get('test_range', '')
  File "D:\miniconda3\envs\llm_eval\lib\site-packages\mmengine\config\config.py", line 113, in __getattr__
    raise AttributeError(f"'{self.__class__.__name__}' object has no "
AttributeError: 'ConfigDict' object has no attribute 'reader_cfg'

### 其他信息

_No response_

Please check the confis/datasets for more example, `reader_cfg` are required for dataset loading.