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I was able to resolve the issue by also including the /usr/local/cuda/lib64 path to $LD_LIBRARY_PATH folder.
In my case it was under /usr/local/cuda/lib64.
Even after adding the directory path to the LD_LIBRARY_PATH the error still persists.
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