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AMD's ROCm can compile C++ to run the GPU with both g++ and their own hipcc compiler (based on Clang).
Would be great to broader support, and more documentation. Not sure what it would take to add support to more llvm-compiled languages (which would include Flang).
Anyone know anything about BRIG? https://www.phoronix.com/scan.php?page=news_item&px=GCC-9.0-BRIG-Improvements
I can't find anything in the latest (8.2) gcc manual https://gcc.gnu.org/onlinedocs/gcc-8.2.0/gcc/
but perhaps something will come of that.