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Currently, (with the most recent linux 64-bit binary install of arrayfire and devel branch of arrayfire-python), libforge.so/libforge.so.0 is created under $AF_PATH/lib/ but arrayfire.library._clibrary.__init__ searches for libforge.so.3 and cannot find it - preventing import arrayfire. For the moment creating a soft link fixes the issue and everything runs fine.