OMP: Error #15: Initializing libiomp5md.dll, but found libiomp5md.dll already initialized.报错解决

当重装Torch-CUDA后遇到初始化OpenMP错误,通过设置环境变量KMP_DUPLICATE_LIB_OK为True可临时解决问题。还需注意检查mmcv和其他可能的重复库。

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OMP: Error #15: Initializing libiomp5md.dll, but found libiomp5md.dll already initialized.


OMP: Hint This means that multiple copies of the OpenMP runtime have been linked into the program. That is dangerous, since it can degrade performance or cause incorrect results. The best thing to do is to ensure that only a single OpenMP runtime is linked into the process, e.g. by avoiding static linking of the OpenMP runtime in any library. As an unsafe, unsupported, undocumented workaround you can set the environment variable KMP_DUPLICATE_LIB_OK=TRUE to allow the program to continue to execute, but that may cause crashes or silently produce incorrect results. For more information, please see http://www.intel.com/software/products/support/.

今天在重装torch-cuda版本后,运行代码报出上面错误代码,提供一个简单的解决方案

在代码最开始的部分加入

import os
os.environ['KMP_DUPLICATE_LIB_OK']='True'

即可解决问题。

网上还有重装对应版本的mmcv,和删除多余libiomp5md.dll文件,后期会一一尝试后在进行分享经验

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