Repository: open-compass/opencompass
Issue: [Bug] debug模型下推理日志不正常，会重复推理，是不是哪里配置不对呢？
Root cause: Configuration Error

### 先决条件

- [X] 我已经搜索过 [问题](https://github.com/InternLM/opencompass/issues/) 和 [讨论](https://github.com/InternLM/opencompass/discussions) 但未得到预期的帮助。
- [X] 错误在 [最新版本](https://github.com/InternLM/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': True,
'CUDA_HOME': '/usr/local/cuda',
'GCC': 'gcc (Ubuntu 11.3.0-1ubuntu1~22.04.1) 11.3.0',
'GPU 0,1,2': 'NVIDIA A40',
'MMEngine': '0.8.4',
'NVCC': 'Cuda compilation tools, release 11.8, V11.8.89',
'OpenCV': '4.8.0',
'PyTorch': '2.0.1+cu118',
'PyTorch compiling details': 'PyTorch built with:\n'
' - GCC 9.3\n'
' - C++ Version: 201703\n'
' - Intel(R) oneAPI Math Kernel Library Version '
'2022.2-Product Build 20220804 for Intel(R) 64 '
'architecture applications\n'
' - Intel(R) MKL-DNN v2.7.3 (Git Hash '
'6dbeffbae1f23cbbeae17adb7b5b13f1f37c080e)\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 11.8\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;-gencode;arch=compute_90,code=sm_90\n'
' - CuDNN 8.7\n'
' - Magma 2.6.1\n'
' - Build settings: BLAS_INFO=mkl, '
'BUILD_TYPE=Release, CUDA_VERSION=11.8, '
'CUDNN_VERSION=8.7.0, '
'CXX_COMPILER=/opt/rh/devtoolset-9/root/usr/bin/c++, '
'CXX_FLAGS= -D_GLIBCXX_USE_CXX11_ABI=0 '
'-fabi-version=11 -Wno-deprecated '
'-fvisibility-inlines-hidden -DUSE_PTHREADPOOL '
'-DNDEBUG -DUSE_KINETO -DLIBKINETO_NOROCTRACER '
'-DUSE_FBGEMM -DUSE_QNNPACK '
'-DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK '
'-DSYMBOLICATE_MOBILE_DEBUG_HANDLE -O2 -fPIC '
'-Wall -Wextra -Werror=return-type '
'-Werror=non-virtual-dtor -Werror=bool-operation '
'-Wnarrowing -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_DISABLE_GPU_ASSERTS=ON, '
'TORCH_VERSION=2.0.1, 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=1, USE_NNPACK=ON, '
'USE_OPENMP=ON, USE_ROCM=OFF, \n',
'Python': '3.10.12 (main, Jul 5 2023, 18:54:27) [GCC 11.2.0]',
'TorchVision': '0.15.2+cu118',
'numpy_random_seed': 2147483648,
'opencompass': '0.1.2+8774465',
'sys.platform': 'linux'}

### 重现问题 - 代码/配置示例

无

### 重现问题 - 命令或脚本

CUDA_VISIBLE_DEVICES=2 python run.py configs/eval_local_qwen_7b.py --debug

### 重现问题 - 错误信息

![image](https://github.com/open-compass/opencompass/assets/42534237/400b6ff1-5fab-422b-84e3-fef013c96c7d)
debug模式下模型一次一次加载，同时推理的时候有math_0,math_1,请问一下推理过程是否正常？有没有完整的推理日志呢？

### 其他信息

_No response_

It's not a bug, but because of the [task partition mechanism](https://opencompass.readthedocs.io/en/latest/user_guides/evaluation.html#task-partition-partitioner) for better parallelism in non-debug mode. You can find the logs in [output directory](https://opencompass.readthedocs.io/en/latest/user_guides/experimentation.html#run-results).

模型一次一次加载在进行推理，这是什么情况呢？
![image](https://github.com/open-compass/opencompass/assets/42534237/bab71b6b-78c6-49de-ad2d-aca721160665)


The tasks are executed sequentially one by one. If you want fewer tasks, just increase the `--max-partition-size` and reduce the total number of tasks.

> The tasks are executed sequentially one by one. If you want fewer tasks, just increase the `--max-partition-size` and reduce the total number of tasks.
程序默认--max-partition-size 是2000，
![image](https://github.com/open-compass/opencompass/assets/42534237/835ea281-1fb7-437b-9000-e47668b2e10d)
而我的任务只有258个
![image](https://github.com/open-compass/opencompass/assets/42534237/e5be5680-eb0f-42fd-844c-e225fb8bc038)
这个还是one by one的执行，也就是说明这个参数没有生效，请问我该怎么解决呢