open-compass
[Bug] math_500_gen评测报错
先决条件
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 11.4.0-1ubuntu1~22.04) 11.4.0', 'GPU 0,1,2,3,4,5,6,7': 'NVIDIA A40', 'MMEngine': '0.10.4', 'MUSA available': False, 'NVCC': 'Cuda compilation tools, release 12.1, V12.1.66', 'OpenCV': '4.10.0', 'PyTorch': '2.5.1+cu124', 'PyTorch compiling details': 'PyTorch built with:\n' ' - GCC 9.3\n' ' - C++ Version: 201703\n' ' - Intel(R) oneAPI Math Kernel Library Version ' '2023.1-Product Build 20230303 for Intel(R) 64 ' 'architecture applications\n' ' - Intel(R) MKL-DNN v3.5.3 (Git Hash ' '66f0cb9eb66affd2da3bf5f8d897376f04aae6af)\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 12.4\n' ' - NVCC architecture flags: ' '-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 90.1\n' ' - Magma 2.6.1\n' ' - Build settings: BLAS_INFO=mkl, ' 'BUILD_TYPE=Release, CUDA_VERSION=12.4, ' 'CUDNN_VERSION=9.1.0, ' 'CXX_COMPILER=/opt/rh/devtoolset-9/root/usr/bin/c++, ' 'CXX_FLAGS= -D_GLIBCXX_USE_CXX11_ABI=0 ' '-fabi-version=11 -fvisibility-inlines-hidden ' '-DUSE_PTHREADPOOL -DNDEBUG -DUSE_KINETO ' '-DLIBKINETO_NOROCTRACER -DLIBKINETO_NOXPUPTI=ON ' '-DUSE_FBGEMM -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 -Wno-unused-parameter ' '-Wno-strict-overflow -Wno-strict-aliasing ' '-Wno-stringop-overflow -Wsuggest-override ' '-Wno-psabi -Wno-error=old-style-cast ' '-Wno-missing-braces -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, ' 'TORCH_VERSION=2.5.1, USE_CUDA=ON, USE_CUDNN=ON, ' 'USE_CUSPARSELT=1, USE_EXCEPTION_PTR=1, ' 'USE_GFLAGS=OFF, USE_GLOG=OFF, USE_GLOO=ON, ' 'USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=OFF, ' 'USE_NCCL=1, USE_NNPACK=ON, USE_OPENMP=ON, ' 'USE_ROCM=OFF, USE_ROCM_KERNEL_ASSERT=OFF, \n', 'Python': '3.10.14 (main, May 6 2024, 19:42:50) [GCC 11.2.0]', 'TorchVision': '0.20.1+cu124', 'lmdeploy': '0.7.1', 'numpy_random_seed': 2147483648, 'opencompass': '0.4.1+2176224', 'sys.platform': 'linux', 'transformers': '4.49.0'}
重现问题 - 代码/配置示例
python3 /nas/xz/opencompass/run.py --hf-path /nas/xz/model_para/Qwen2.5-7B --hf-type base --datasets math_500_gen --hf-num-gpus 8
重现问题 - 命令或脚本
cat tmp/3402174_debug.log
03/10 20:23:21 - OpenCompass - INFO - Task [Qwen2.5-7B_hf/math-500]
INFO 03-10 20:23:24 [init.py:256] Automatically detected platform cuda.
Sliding Window Attention is enabled but not implemented for sdpa; unexpected results may be encountered.
Loading checkpoint shards: 100%|██████████| 4/4 [00:04<00:00, 1.13s/it]
03/10 20:23:32 - OpenCompass - INFO - Try to load the data from /root/.cache/opencompass/./data/math/
03/10 20:23:32 - OpenCompass - INFO - Start inferencing [Qwen2.5-7B_hf/math-500]
[2025-03-10 20:23:32,679] [opencompass.openicl.icl_inferencer.icl_gen_inferencer] [INFO] Starting build dataloader
[2025-03-10 20:23:32,679] [opencompass.openicl.icl_inferencer.icl_gen_inferencer] [INFO] Starting inference process...
100%|██████████| 63/63 [21:09<00:00, 20.15s/it]
03/10 20:44:42 - OpenCompass - INFO - time elapsed: 1280.62s
重现问题 - 错误信息
INFO 03-10 20:23:14 [init.py:256] Automatically detected platform cuda.
03/10 20:23:16 - OpenCompass - INFO - Loading math_500_gen: /nas/xz/opencompass/opencompass/configs/./datasets/math/math_500_gen.py
03/10 20:23:16 - OpenCompass - INFO - Loading example: /nas/xz/opencompass/opencompass/configs/./summarizers/example.py
03/10 20:23:16 - OpenCompass - INFO - Current exp folder: outputs/default/20250310_202316
03/10 20:23:16 - OpenCompass - WARNING - SlurmRunner is not used, so the partition argument is ignored.
03/10 20:23:16 - OpenCompass - INFO - Partitioned into 1 tasks.
03/10 20:23:18 - OpenCompass - WARNING - Debug mode, log will be saved to tmp/3402174_debug.log
03/10 20:44:45 - OpenCompass - INFO - Partitioned into 1 tasks.
03/10 20:44:46 - OpenCompass - INFO - Try to load the data from /root/.cache/opencompass/./data/math/
Traceback (most recent call last):
File "/nas/xz/opencompass/run.py", line 4, in opencompass.openicl.icl_evaluator.math_evaluator.MATHEvaluator is correct or it was registered as expected. More details can be found at https://mmengine.readthedocs.io/en/latest/advanced_tutorials/config.html#import-the-custom-module'
其他信息
No response
遇到了相同的报错，
KeyError: 'opencompass.openicl.icl_evaluator.math_evaluator.MATHEvaluator is not in the opencompass::icl_evaluators registry. Please check whether the value of opencompass.openicl.icl_evaluator.math_evaluator.MATHEvaluator is correct or it was registered as expected. More details can be found at https://mmengine.readthedocs.io/en/latest/advanced_tutorials/config.html#import-the-custom-module'
我也是遇到相同的报错 然后我尝试在python中直接导入MATHEvaluator： from opencompass.openicl.icl_evaluator.math_evaluator import MATHEvaluator 会提示缺少latex2sympy2_extended和math_verify包，pip install以后就可以正常导入了！ @ningmenghongcha @AllenShow
