dlopen: cannot load any more object with static TLS & sklearn, HPOBench, smac3

Once2gain

已于 2024-11-19 10:59:53 修改

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文章标签： sklearn 人工智能 python

于 2024-11-15 15:44:26 首次发布

本文链接：https://blog.youkuaiyun.com/yuanyang5917/article/details/143800394

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sklearn, HPOBench, smac3

Traceback (most recent call last):
  File "/data/tangqirui/HPOBench/tests/SMAC3.py", line 6, in <module>
    from hpobench.benchmarks.ml.svm_benchmark import SVMBenchmark
  File "/data/tangqirui/HPOBench/hpobench/benchmarks/ml/__init__.py", line 1, in <module>
    from hpobench.benchmarks.ml.histgb_benchmark import HistGBBenchmark, HistGBBenchmarkBB, HistGBBenchmarkMF
  File "/data/tangqirui/HPOBench/hpobench/benchmarks/ml/histgb_benchmark.py", line 15, in <module>
    from sklearn.experimental import enable_hist_gradient_boosting  # noqa
  File "/root/miniconda3/envs/HPO/lib/python3.10/site-packages/sklearn/__init__.py", line 85, in <module>
    from .utils._show_versions import show_versions
  File "/root/miniconda3/envs/HPO/lib/python3.10/site-packages/sklearn/utils/_show_versions.py", line 15, in <module>
    from ._openmp_helpers import _openmp_parallelism_enabled
ImportError: dlopen: cannot load any more object with static TLS

解决方法：升级glibc版本到2.23。方法引用自 dlopen: cannot load any more object with static TLS问题解决。

具体操作方法： Centos7 glibc库升级到2.23（实测可行）