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Aries can do single-precision floating-point atomics but one element at a time, whereas the host CPU can do as many as 32 ops at a time using non-atomic SIMD instructions. Given a fixed overhead to invoke a callback on the CPU, which one is faster depends on the message size. This needs to be taken into account when designing the interface.
Issue
One some platforms, a subset of accumulate operations (function, op, datatype) are fast (offloaded) and the rest are slow (active messages).
Proposed Solution
Use the MPI tools interface to query whether a particular <op, datatype> combination is fast or slow.
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