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`#pragma unroll` is not supported by GCC, leading to compilation warnings in host code. GCC 8 supports `#pragma GCC unroll N` which could be used instead. However, benchmarking on a V100 with and without the `#pragma unroll` there is no observable difference, so it is simpler to remove them.
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